diff --git a/.github/workflows/gh-pages.yml b/.github/workflows/gh-pages.yml index f7feed3..4bfcc13 100644 --- a/.github/workflows/gh-pages.yml +++ b/.github/workflows/gh-pages.yml @@ -1,8 +1,7 @@ name: docs on: push: - branches: - - main + pull_request: jobs: build: @@ -17,12 +16,16 @@ jobs: - name: Dependencies run: | if [ -f pyproject.toml ]; then pip install ".[docs]"; fi + - name: Clear notebooks and create conf.py file + run: | + jupyter-book config sphinx docs/ + jupyter nbconvert --ClearOutputPreprocessor.enabled=True --ClearMetadataPreprocessor.enabled=True --clear-output --inplace $(find . -type f -name '*.ipynb') - name: Build Sphinx Documentation run: | sphinx-build docs _build/html -b html - name: Deploy uses: peaceiris/actions-gh-pages@v3 - if: job.status == 'success' + if: github.ref == 'refs/heads/main' && job.status == 'success' with: github_token: ${{ secrets.GITHUB_TOKEN }} publish_dir: ./_build/html diff --git a/.gitignore b/.gitignore index 6634f56..5090b0c 100644 --- a/.gitignore +++ b/.gitignore @@ -132,3 +132,11 @@ dmypy.json _build/ docs/api/ src/GOSTurban/_version.py +docs/notebooks/ + +# ignore the generated sphinx conf.py file +# we generate it during the doc build using jupyter-book from _conf.py +docs/conf.py + +# ignore any notebooks/implementations/output +notebooks/Implementations/output diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index ddb6da7..3d1615e 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -29,6 +29,8 @@ repos: - id: codespell name: codespell description: Checks for common misspellings in text files + additional_dependencies: + - tomli - repo: https://github.com/astral-sh/ruff-pre-commit rev: v0.2.2 hooks: diff --git a/README.md b/README.md index 551b380..cb7d3f0 100644 --- a/README.md +++ b/README.md @@ -36,13 +36,15 @@ pip install GOSTurban pip install . ``` - Install the package **in editable** mode with dependencies: +### Developer Installation - ```shell - pip install -e . - ``` +Install the package **in editable** mode with all of the dependencies needed to run the tests and build the documentation locally: + + ```shell + pip install -e .[dev] + ``` - The `-e` flag stands for "editable," meaning changes to the source code will immediately affect the installed package. +The `-e` flag stands for "editable," meaning changes to the source code will immediately affect the installed package. ## License diff --git a/docs/_config.yml b/docs/_config.yml index 6fde188..5d65b8b 100755 --- a/docs/_config.yml +++ b/docs/_config.yml @@ -8,7 +8,11 @@ logo: images/logo.png # Force re-execution of notebooks on each build. # See https://jupyterbook.org/content/execute.html execute: - execute_notebooks: off + execute_notebooks: force + allow_errors: true + +# only build files in toc +only_build_toc: true # Add a bibtex file so that we can create citations bibtex_bibfiles: @@ -25,3 +29,11 @@ repository: html: use_issues_button: false use_repository_button: true + +# specify sphinx extensions +sphinx: + extra_extensions: + - sphinx.ext.napoleon + - sphinxcontrib.apidoc + config: + apidoc_module_dir: ../src diff --git a/docs/_toc.yml b/docs/_toc.yml index 8000614..cf94258 100755 --- a/docs/_toc.yml +++ b/docs/_toc.yml @@ -15,4 +15,39 @@ parts: chapters: - file: notebooks/Tutorials/UrbanAreas_tutorials.ipynb - file: notebooks/Tutorials/LEI_Example.ipynb - + # - caption: Implementations + # chapters: + # - file: notebooks/Implementations/JUP_SURGP_GLO_B_D__LEI_Evaluation.ipynb + # - file: notebooks/Implementations/URB_DECAT_B_ExploringGHSSMODcode.ipynb + # - file: notebooks/Implementations/URB_SEAU1_B_A_Ka_ExtractDataUrban.ipynb + # - file: notebooks/Implementations/WSF_DECAT_B_ExploringIDCerrors.ipynb + # - caption: KAZ_SCADR_UrbanizationReview + # chapters: + # - file: notebooks/Implementations/KAZ_SCADR_UrbanizationReview/ECA_Urban_Extents.ipynb + # - file: notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Combine_All.ipynb + # - file: notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Shape.ipynb + # - file: notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Structure.ipynb + # - file: notebooks/Implementations/KAZ_SCADR_UrbanizationReview/KAZ_Urbanization_Review.ipynb + # - file: notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Fullness.ipynb + # - file: notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Sprawl.ipynb + # - caption: POV_EEAPV_COG_urban_assessment + # chapters: + # - file: notebooks/Implementations/POV_EEAPV_COG_urban_assessment/Summarize_Urban.ipynb + # - caption: Slum_Mapping + # chapters: + # - file: notebooks/Implementations/Slum_Mapping/Imagery_Search.ipynb + # - caption: URB_SCAUR_UKR_B_I_urbanizationReview + # chapters: + # - file: notebooks/Implementations/URB_SCAUR_UKR_B_I_urbanizationReview/URB_SCAUR_UKR_B_I_urbanizationReview.ipynb + # - caption: URB_SEAU1_NovelUrbanization + # chapters: + # - file: notebooks/Implementations/URB_SEAU1_NovelUrbanization/Create_Mosaick_Datasets.ipynb + # - file: notebooks/Implementations/URB_SEAU1_NovelUrbanization/GHSL_Standardize_To_Country.ipynb + # - file: notebooks/Implementations/URB_SEAU1_NovelUrbanization/MAP_Urbanization.ipynb + # - file: notebooks/Implementations/URB_SEAU1_NovelUrbanization/NGA_specific_results.ipynb + # - file: notebooks/Implementations/URB_SEAU1_NovelUrbanization/URB_SEAU1_B_A_Ka_NovelUrbanizaton.ipynb + # - file: notebooks/Implementations/URB_SEAU1_NovelUrbanization/WBGAPI_Extract_urbanization_GDP.ipynb + # - caption: URB_SURDR_ZAF_Energy_Transition + # chapters: + # - file: notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/Data Preparation.ipynb + # - file: notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/Zonal_statistics.ipynb diff --git a/docs/conf.py b/docs/conf.py deleted file mode 100644 index 08d061d..0000000 --- a/docs/conf.py +++ /dev/null @@ -1,79 +0,0 @@ -############################################################################### -# Auto-generated by `jupyter-book config` -# If you wish to continue using _config.yml, make edits to that file and -# re-generate this one. -############################################################################### -apidoc_module_dir = "../src" -author = "Benjamin P. Stewart" -bibtex_bibfiles = ["references.bib"] -comments_config = {"hypothesis": False, "utterances": False} -copyright = "2024" -exclude_patterns = ["**.ipynb_checkpoints", ".DS_Store", "Thumbs.db", "_build"] -extensions = [ - "sphinx_togglebutton", - "sphinx_copybutton", - "myst_nb", - "jupyter_book", - "sphinx_thebe", - "sphinx_comments", - "sphinx_external_toc", - "sphinx.ext.intersphinx", - "sphinx_design", - "sphinx_book_theme", - "sphinxcontrib.bibtex", - "sphinx_jupyterbook_latex", - "sphinx.ext.napoleon", - "sphinxcontrib.apidoc", - #"nbsphinx" -] -external_toc_exclude_missing = True -external_toc_path = "_toc.yml" -extra_extensions = ["sphinxcontrib.apidoc"] -html_baseurl = "https://worldbank.github.io/GOSTurban" -html_favicon = "images/favicon.ico" -html_last_updated_fmt = "%b %d, %Y" -html_logo = "images/logo.png" -html_show_copyright = False -html_sourcelink_suffix = "" -html_theme = "sphinx_book_theme" -html_theme_options = { - "search_bar_text": "Search this book...", - "launch_buttons": { - "notebook_interface": "classic", - "binderhub_url": "", - "jupyterhub_url": "", - "thebe": False, - "colab_url": "", - }, - "path_to_docs": "", - "repository_url": "https://github.com/worldbank/GOSTurban", - "repository_branch": "main", - "extra_footer": "", - "home_page_in_toc": True, - "announcement": "", - "use_repository_button": True, - "use_edit_page_button": True, - "use_issues_button": True, -} -html_title = "" -latex_engine = "pdflatex" -myst_enable_extensions = [ - "colon_fence", - "dollarmath", - "linkify", - "substitution", - "tasklist", -] -myst_url_schemes = ["mailto", "http", "https"] -nb_execution_allow_errors = False -nb_execution_cache_path = "" -nb_execution_excludepatterns = [] -nb_execution_in_temp = False -nb_execution_mode = "off" -nb_execution_timeout = 30 -nb_output_stderr = "show" -numfig = True -pygments_style = "sphinx" -suppress_warnings = ["myst.domains"] -use_jupyterbook_latex = True -use_multitoc_numbering = True diff --git a/notebooks/Implementations/JUP_SURGP_GLO_B_D__LEI_Evaluation.ipynb b/notebooks/Implementations/JUP_SURGP_GLO_B_D__LEI_Evaluation.ipynb index 36cf301..67f0b29 100755 --- a/notebooks/Implementations/JUP_SURGP_GLO_B_D__LEI_Evaluation.ipynb +++ b/notebooks/Implementations/JUP_SURGP_GLO_B_D__LEI_Evaluation.ipynb @@ -12,24 +12,11 @@ }, { "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "ename": "ModuleNotFoundError", - "evalue": "No module named 'src.LEI'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m/tmp/ipykernel_81457/3673388608.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 14\u001b[0m \u001b[0;31m#Import GOST urban functions\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[0msys\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"../../\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 16\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0msrc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mLEI\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'src.LEI'" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "import os\n", - "import sys\n", "\n", "import rasterio\n", "import rasterio.features\n", @@ -41,16 +28,13 @@ "from rasterio.plot import show\n", "\n", "# Import GOST urban functions\n", - "sys.path.append(\"../../\")\n", - "from src.LEI import *" + "from GOSTurban.LEI import calculate_LEI, summarize_LEI" ] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "LEI_folder = \"/home/wb411133/data/Projects/LEI\"\n", @@ -72,7 +56,7 @@ " os.stat(os.path.join(root, \"GHSL.tif\")).st_size,\n", " )\n", " )\n", - " except:\n", + " except Exception:\n", " pass" ] }, @@ -81,7 +65,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Vizualize raster data - GHSL" + "# Visualize raster data - GHSL" ] }, { @@ -118,7 +102,7 @@ "source": [ "# write out raster to file\n", "outProperties = inRaster.profile\n", - "outRaster = outRaster.astype(\"int32\")\n", + "outRaster = inRaster.astype(\"int32\")\n", "outProperties[\"dtype\"] = \"int32\"\n", "with rasterio.open(inputGHSL.replace(\".tif\", \"_LEI.tif\"), \"w\", **outProperties) as out:\n", " out.write(outRaster)" @@ -135,9 +119,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "for ghsl_file in GHSL_files:\n", @@ -412,22 +394,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python (geog)", - "language": "python", - "name": "geog" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.7" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/ECA_Urban_Extents.ipynb b/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/ECA_Urban_Extents.ipynb index edbc094..43cc23d 100644 --- a/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/ECA_Urban_Extents.ipynb +++ b/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/ECA_Urban_Extents.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -50,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -73,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -96,41 +96,9 @@ }, { "cell_type": "code", - "execution_count": 9, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "15:35:29\t*********STARTING ALB\n", - "15:35:29\t*********STARTING ARM\n", - "15:35:29\t*********STARTING AZE\n", - "15:35:29\t*********STARTING BLR\n", - "15:35:29\t*********STARTING BIH\n", - "15:35:29\t*********STARTING BGR\n", - "15:35:29\t*********STARTING HRV\n", - "15:35:29\t*********STARTING GEO\n", - "15:35:29\t*********STARTING HUN\n", - "15:35:29\t*********STARTING KAZ\n", - "15:35:29\t*********STARTING KGZ\n", - "15:35:30\t*********STARTING MDA\n", - "15:35:30\t*********STARTING ROU\n", - "15:35:30\t*********STARTING RUS\n", - "15:35:30\t*********STARTING TJK\n", - "15:35:30\t*********STARTING MKD\n", - "15:35:30\t*********STARTING TUR\n", - "15:35:30\t*********STARTING TKM\n", - "15:35:30\t*********STARTING UKR\n", - "15:35:30\t*********STARTING UZB\n", - "15:35:30\t*********STARTING MNE\n", - "15:35:30\t*********STARTING SRB\n", - "15:35:30\t*********STARTING KSV\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "all_args = []\n", "for idx, row in inAdmin.iterrows():\n", @@ -153,7 +121,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -167,33 +135,9 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "15:35:38\tRunning urbanization for HRV\n", - "15:35:38\t: Read in urban data\n", - "15:35:38\t: Creating Shape 0\n", - "15:36:04\t: Read in urban data\n", - "15:36:04\t: Creating Shape 0\n", - "15:41:07\tE1975\n", - "15:41:08\tE1980\n", - "15:41:09\tE1985\n", - "15:41:10\tE1990\n", - "15:41:11\tE1995\n", - "15:41:12\tE2000\n", - "15:41:13\tE2005\n", - "15:41:14\tE2010\n", - "15:41:15\tE2015\n", - "15:41:17\tE2020\n", - "15:41:18\tP2025LIN\n", - "15:41:19\tP2030LIN\n" - ] - } - ], + "outputs": [], "source": [ "# run a single country\n", "run_extractor(*all_args[0])" @@ -201,79 +145,9 @@ }, { "cell_type": "code", - "execution_count": 106, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "09:54:20\tRunning urbanization for ROU\n", - "09:54:20\t: Read in urban data\n", - "09:54:20\tRunning urbanization for RUS\n", - "09:54:20\t: Creating Shape 0\n", - "09:54:22\t: Read in urban data\n", - "09:54:23\t: Creating Shape 1000\n", - "09:54:23\t: Creating Shape 0\n", - "09:54:25\t: Creating Shape 2000\n", - "09:56:00\t: Read in urban data\n", - "09:56:00\t: Creating Shape 0\n", - "10:03:26\tE1975\n", - "10:03:28\tE1980\n", - "10:03:30\tE1985\n", - "10:03:33\tE1990\n", - "10:03:35\tE1995\n", - "10:03:37\tE2000\n", - "10:03:39\tE2005\n", - "10:03:41\tE2010\n", - "10:03:44\tE2015\n", - "10:03:46\tE2020\n", - "10:03:48\tP2025LIN\n", - "10:03:50\tP2030LIN\n", - "10:23:18\t: Creating Shape 1000\n", - "10:49:09\t: Creating Shape 2000\n", - "11:15:11\t: Creating Shape 3000\n", - "11:40:36\t: Creating Shape 4000\n", - "12:06:19\t: Creating Shape 5000\n", - "12:31:27\t: Creating Shape 6000\n", - "12:54:56\t: Creating Shape 7000\n", - "13:20:46\t: Creating Shape 8000\n", - "13:45:43\t: Creating Shape 9000\n", - "14:11:56\t: Creating Shape 10000\n", - "14:37:39\t: Creating Shape 11000\n", - "15:03:18\t: Creating Shape 12000\n", - "15:29:21\t: Creating Shape 13000\n", - "15:55:06\t: Creating Shape 14000\n", - "16:21:06\t: Creating Shape 15000\n", - "16:47:03\t: Creating Shape 16000\n", - "17:13:18\t: Creating Shape 17000\n", - "17:39:21\t: Creating Shape 18000\n", - "18:07:37\t: Creating Shape 19000\n", - "18:35:41\t: Creating Shape 20000\n", - "18:58:06\t: Creating Shape 21000\n", - "19:22:22\t: Creating Shape 22000\n", - "19:51:35\t: Read in urban data\n", - "19:51:36\t: Creating Shape 0\n", - "20:18:29\t: Creating Shape 1000\n", - "20:42:27\t: Creating Shape 2000\n", - "21:07:53\t: Creating Shape 3000\n", - "22:42:48\tE1975\n", - "22:48:24\tE1980\n", - "22:54:37\tE1985\n", - "23:00:29\tE1990\n", - "23:06:12\tE1995\n", - "23:11:31\tE2000\n", - "23:17:38\tE2005\n", - "23:23:19\tE2010\n", - "23:29:23\tE2015\n", - "23:35:26\tE2020\n", - "23:41:40\tP2025LIN\n", - "23:47:34\tP2030LIN\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "with multiprocessing.Pool(len(all_args)) as pool:\n", " pool.starmap(run_extractor, all_args)" @@ -288,7 +162,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -304,7 +178,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -321,7 +195,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -338,145 +212,9 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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citycity_asciilatlngcountryiso2iso3admin_namecapitalpopulationidgeometry
0TokyoTokyo35.6839139.7744JapanJPJPNTōkyōprimary39105000.01392685764POINT (139.77440 35.68390)
1JakartaJakarta-6.2146106.8451IndonesiaIDIDNJakartaprimary35362000.01360771077POINT (106.84510 -6.21460)
2DelhiDelhi28.666777.2167IndiaININDDelhiadmin31870000.01356872604POINT (77.21670 28.66670)
3ManilaManila14.6000120.9833PhilippinesPHPHLManilaprimary23971000.01608618140POINT (120.98330 14.60000)
4São PauloSao Paulo-23.5504-46.6339BrazilBRBRASão Pauloadmin22495000.01076532519POINT (-46.63390 -23.55040)
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" - ], - "text/plain": [ - " city city_ascii lat lng country iso2 iso3 admin_name \\\n", - "0 Tokyo Tokyo 35.6839 139.7744 Japan JP JPN Tōkyō \n", - "1 Jakarta Jakarta -6.2146 106.8451 Indonesia ID IDN Jakarta \n", - "2 Delhi Delhi 28.6667 77.2167 India IN IND Delhi \n", - "3 Manila Manila 14.6000 120.9833 Philippines PH PHL Manila \n", - "4 São Paulo Sao Paulo -23.5504 -46.6339 Brazil BR BRA São Paulo \n", - "\n", - " capital population id geometry \n", - "0 primary 39105000.0 1392685764 POINT (139.77440 35.68390) \n", - "1 primary 35362000.0 1360771077 POINT (106.84510 -6.21460) \n", - "2 admin 31870000.0 1356872604 POINT (77.21670 28.66670) \n", - "3 primary 23971000.0 1608618140 POINT (120.98330 14.60000) \n", - "4 admin 22495000.0 1076532519 POINT (-46.63390 -23.55040) " - ] - }, - "execution_count": 54, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# match cities to centers\n", "inCities = pd.read_csv(\n", @@ -493,142 +231,18 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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IDPoparea_kmCityStateCountrygeometryISO3
03825140.47461314.580036POLYGON ((19.42322 42.22001, 19.42147 42.21095...ALB
1383101286.859611105.284091POLYGON ((19.50192 42.12943, 19.49319 42.08416...ALB
238418543.25070329.028823POLYGON ((20.41983 42.09321, 20.41801 42.08416...ALB
338524087.07047630.569495POLYGON ((19.65514 41.80375, 19.65341 41.79471...ALB
438610523.73387734.099436POLYGON ((19.64473 41.74953, 19.64300 41.74049...ALB
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" - ], - "text/plain": [ - " ID Pop area_km City State Country \\\n", - "0 382 5140.474613 14.580036 \n", - "1 383 101286.859611 105.284091 \n", - "2 384 18543.250703 29.028823 \n", - "3 385 24087.070476 30.569495 \n", - "4 386 10523.733877 34.099436 \n", - "\n", - " geometry ISO3 \n", - "0 POLYGON ((19.42322 42.22001, 19.42147 42.21095... ALB \n", - "1 POLYGON ((19.50192 42.12943, 19.49319 42.08416... ALB \n", - "2 POLYGON ((20.41983 42.09321, 20.41801 42.08416... ALB \n", - "3 POLYGON ((19.65514 41.80375, 19.65341 41.79471... ALB \n", - "4 POLYGON ((19.64473 41.74953, 19.64300 41.74049... ALB " - ] - }, - "execution_count": 55, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "final_center.head()" ] }, { "cell_type": "code", - "execution_count": 77, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "TopologyException: side location conflict at 49.958401276489617 40.507087222959193\n", - "TopologyException: side location conflict at 68.701023661527557 37.755427777143758\n", - "TopologyException: side location conflict at 32.713419042156112 39.85334402309207\n", - "TopologyException: side location conflict at 27.001225643823744 39.576433690873856\n", - "TopologyException: side location conflict at 70.856244995412752 40.516059059789249\n" - ] - } - ], + "outputs": [], "source": [ "final_center[\"wCity\"] = \"\"\n", "final_center.reset_index(inplace=True)\n", @@ -636,7 +250,7 @@ "for idx, row in final_center.iterrows():\n", " try:\n", " sel_city = inCities.loc[inCities.intersects(row[\"geometry\"])]\n", - " except:\n", + " except Exception:\n", " sel_city = inCities.loc[inCities.intersects(row[\"geometry\"].buffer(0))]\n", " if sel_city.shape[0] > 0:\n", " final_center.loc[idx, \"wCity\"] = sel_city[\"city\"].iloc[0]" @@ -644,7 +258,7 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -655,7 +269,7 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -664,7 +278,7 @@ "for idx, row in hd_center.iterrows():\n", " try:\n", " sel_city = inCities.loc[inCities.intersects(row[\"geometry\"])]\n", - " except:\n", + " except Exception:\n", " sel_city = inCities.loc[inCities.intersects(row[\"geometry\"].buffer(0))]\n", " if sel_city.shape[0] > 0:\n", " hd_center.loc[idx, \"wCity\"] = sel_city[\"city\"].iloc[0]\n", @@ -673,258 +287,16 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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level_0indexIDPoparea_kmCityStateCountrygeometryISO3wCity
0005173411.44853130.844770ShkoderNorthern AlbaniaAlbaniaPOLYGON ((19.49319 42.08416, 19.48449 42.03890...ALBShkodër
11152849847.976494220.002916Tirana MunicipalityCentral AlbaniaAlbaniaPOLYGON ((19.73288 41.39751, 19.72945 41.37947...ALB
22253120825.86799351.416028Bashkia DurrësNorthern AlbaniaAlbaniaPOLYGON ((19.43811 41.35243, 19.42969 41.30736...ALB
3335470617.84940224.664147ElbasanCentral AlbaniaAlbaniaPOLYGON ((20.08810 41.13621, 20.08638 41.12721...ALB
4445558537.55770517.415388FierSouthern AlbaniaAlbaniaPOLYGON ((19.55382 40.75847, 19.55051 40.74050...ALB
....................................
33333307267854.35732229.795604NaNNaNNaNPOLYGON ((20.85225 42.90091, 20.84647 42.87362...KSV
33433417350956.75815824.041732NaNNaNNaNPOLYGON ((20.31269 42.69181, 20.30896 42.67364...KSV
335335274225043.041450101.665246NaNNaNNaNPOLYGON ((21.16049 42.70089, 21.15854 42.69181...KSV
33633637557571.20610025.651477NaNNaNNaNPOLYGON ((21.14319 42.39224, 21.13936 42.37411...KSV
337337476105382.54921140.115890NaNNaNNaNPOLYGON ((20.70364 42.24719, 20.69805 42.22001...KSV
\n", - "

338 rows × 11 columns

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" - ], - "text/plain": [ - " level_0 index ID Pop area_km City \\\n", - "0 0 0 51 73411.448531 30.844770 Shkoder \n", - "1 1 1 52 849847.976494 220.002916 Tirana Municipality \n", - "2 2 2 53 120825.867993 51.416028 Bashkia Durrës \n", - "3 3 3 54 70617.849402 24.664147 Elbasan \n", - "4 4 4 55 58537.557705 17.415388 Fier \n", - ".. ... ... .. ... ... ... \n", - "333 333 0 72 67854.357322 29.795604 NaN \n", - "334 334 1 73 50956.758158 24.041732 NaN \n", - "335 335 2 74 225043.041450 101.665246 NaN \n", - "336 336 3 75 57571.206100 25.651477 NaN \n", - "337 337 4 76 105382.549211 40.115890 NaN \n", - "\n", - " State Country \\\n", - "0 Northern Albania Albania \n", - "1 Central Albania Albania \n", - "2 Northern Albania Albania \n", - "3 Central Albania Albania \n", - "4 Southern Albania Albania \n", - ".. ... ... \n", - "333 NaN NaN \n", - "334 NaN NaN \n", - "335 NaN NaN \n", - "336 NaN NaN \n", - "337 NaN NaN \n", - "\n", - " geometry ISO3 wCity \n", - "0 POLYGON ((19.49319 42.08416, 19.48449 42.03890... ALB Shkodër \n", - "1 POLYGON ((19.73288 41.39751, 19.72945 41.37947... ALB \n", - "2 POLYGON ((19.43811 41.35243, 19.42969 41.30736... ALB \n", - "3 POLYGON ((20.08810 41.13621, 20.08638 41.12721... ALB \n", - "4 POLYGON ((19.55382 40.75847, 19.55051 40.74050... ALB \n", - ".. ... ... ... \n", - "333 POLYGON ((20.85225 42.90091, 20.84647 42.87362... KSV \n", - "334 POLYGON ((20.31269 42.69181, 20.30896 42.67364... KSV \n", - "335 POLYGON ((21.16049 42.70089, 21.15854 42.69181... KSV \n", - "336 POLYGON ((21.14319 42.39224, 21.13936 42.37411... KSV \n", - "337 POLYGON ((20.70364 42.24719, 20.69805 42.22001... KSV \n", - "\n", - "[338 rows x 11 columns]" - ] - }, - "execution_count": 80, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "hd_center" ] }, { "cell_type": "code", - "execution_count": 81, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -942,259 +314,9 @@ }, { "cell_type": "code", - "execution_count": 85, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/ALB/GHSL_Rasters/GHS_BUILT_S_E1975_GLOBE_R2022A_54009_100_V1_0.tif',\n", - " '/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/ALB/GHSL_Rasters/GHS_BUILT_S_E1980_GLOBE_R2022A_54009_100_V1_0.tif',\n", - " '/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/ALB/GHSL_Rasters/GHS_BUILT_S_E1985_GLOBE_R2022A_54009_100_V1_0.tif',\n", - " '/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/ALB/GHSL_Rasters/GHS_BUILT_S_E1990_GLOBE_R2022A_54009_100_V1_0.tif',\n", - 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" '/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/KSV/GHSL_Rasters/GHS_BUILT_S_E1985_GLOBE_R2022A_54009_100_V1_0.tif',\n", - " '/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/KSV/GHSL_Rasters/GHS_BUILT_S_E1990_GLOBE_R2022A_54009_100_V1_0.tif',\n", - " '/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/KSV/GHSL_Rasters/GHS_BUILT_S_E1995_GLOBE_R2022A_54009_100_V1_0.tif',\n", - " '/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/KSV/GHSL_Rasters/GHS_BUILT_S_E2000_GLOBE_R2022A_54009_100_V1_0.tif',\n", - " '/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/KSV/GHSL_Rasters/GHS_BUILT_S_E2005_GLOBE_R2022A_54009_100_V1_0.tif',\n", - " '/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/KSV/GHSL_Rasters/GHS_BUILT_S_E2010_GLOBE_R2022A_54009_100_V1_0.tif',\n", - " '/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/KSV/GHSL_Rasters/GHS_BUILT_S_E2015_GLOBE_R2022A_54009_100_V1_0.tif',\n", - " '/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/KSV/GHSL_Rasters/GHS_BUILT_S_E2020_GLOBE_R2022A_54009_100_V1_0.tif',\n", - " '/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/KSV/GHSL_Rasters/GHS_BUILT_S_P2025LIN_GLOBE_R2022A_54009_100_V1_0.tif',\n", - " '/home/wb411133/projects/KAZ_SCADR_Urbanization/DATA/ECA_Extents/KSV/GHSL_Rasters/GHS_BUILT_S_P2030LIN_GLOBE_R2022A_54009_100_V1_0.tif']" - ] - }, - "execution_count": 85, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "bad_files = []\n", "for root, dirs, files in os.walk(output_folder):\n", @@ -1207,7 +329,7 @@ }, { "cell_type": "code", - "execution_count": 86, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -1224,22 +346,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Earth Engine", - "language": "python", - "name": "ee" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.4" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/KAZ_Urbanization_Review.ipynb b/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/KAZ_Urbanization_Review.ipynb index 7513e0f..7be7539 100644 --- a/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/KAZ_Urbanization_Review.ipynb +++ b/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/KAZ_Urbanization_Review.ipynb @@ -19,21 +19,9 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "ename": "ModuleNotFoundError", - "evalue": "No module named 'GOSTRocks.ntlMisc'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 20\u001b[0m \u001b[0msys\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minsert\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"/home/wb411133/Code/gostrocks/src\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 21\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mGOSTRocks\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrasterMisc\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mrMisc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 22\u001b[0;31m \u001b[0;32mimport\u001b[0m \u001b[0mGOSTRocks\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mntlMisc\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mntl\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 23\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mGOSTRocks\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmisc\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mtPrint\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 24\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'GOSTRocks.ntlMisc'" - ] - } - ], + "outputs": [], "source": [ "import sys\n", "import os\n", @@ -79,7 +67,7 @@ }, { "cell_type": "code", - "execution_count": 91, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -152,7 +140,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -219,9 +207,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "# 1b. Create urban extents for GHS_Pop\n", @@ -285,9 +271,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "# 3. summarize nighttime lights\n", @@ -458,9 +442,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "inUrban[\"HD_ID\"] = \"\"\n", @@ -552,7 +534,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -570,109 +552,9 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - " ID Pop City State \\\n", - "0 3052 130655.017539 Petropavl North Kazakhstan Region \n", - "1 3053 19007.643360 Бескөл ауылдық округі North Kazakhstan Region \n", - "2 3054 6238.582276 \n", - "3 3055 6369.063403 \n", - "4 3056 8071.832339 \n", - "\n", - " Country geometry \n", - "0 Kazakhstan POINT (69.14525 54.88136) \n", - "1 Kazakhstan POINT (69.10092 54.77176) \n", - "2 POINT (69.76201 53.84654) \n", - "3 POINT (64.17300 53.80176) \n", - "4 POINT (64.03258 53.45855) " - ] - }, - "execution_count": 42, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "dests.head()" ] @@ -681,3032 +563,7 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "14:28:27\tProcessing origin 0 of 287\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "287it [09:51, 2.06s/it]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - 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"text": [ - "81it [02:23, 1.33s/it]" - ] - } - ], + "outputs": [], "source": [ "importlib.reload(ma)\n", "# Calculate travel time between all urban areas\n", @@ -3717,7 +574,7 @@ }, { "cell_type": "code", - "execution_count": 93, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -3728,63497 +585,18 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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countrycountry_codistrictdistrict_cregionregion_codShape_LengShape_Areageometry
0Republic of KazakhstanKZAkkolKZ113200AkmolaKZ111.301150e+062.458421e+10POINT (71.72694 52.19832)
1Republic of KazakhstanKZArshalyKZ113400AkmolaKZ117.766808e+051.522217e+10POINT (72.38920 50.84320)
2Republic of KazakhstanKZAstrakhanKZ113600AkmolaKZ118.281231e+051.876494e+10POINT (69.77404 51.52113)
3Republic of KazakhstanKZAtbasarKZ113800AkmolaKZ111.001539e+062.783360e+10POINT (68.49621 51.34473)
4Republic of KazakhstanKZBirzhan salKZ114500AkmolaKZ111.149534e+062.932692e+10POINT (71.77130 52.79155)
..............................
211Republic of KazakhstanKZTaskalaKZ276000West KazakhstanKZ277.436122e+052.105312e+10POINT (49.88110 50.73325)
212Republic of KazakhstanKZTerektiKZ276200West KazakhstanKZ271.038464e+062.182121e+10POINT (51.73242 50.61508)
213Republic of KazakhstanKZUralskKZ271000West KazakhstanKZ271.835492e+056.242755e+08POINT (51.40729 51.10625)
214Republic of KazakhstanKZZhanakalaKZ274000West KazakhstanKZ271.151754e+064.941769e+10POINT (50.25561 48.81281)
215Republic of KazakhstanKZZhanybekKZ274200West KazakhstanKZ278.157793e+052.013093e+10POINT (47.54079 49.73544)
\n", - "

216 rows × 9 columns

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" - ], - "text/plain": [ - " country country_co district district_c \\\n", - "0 Republic of Kazakhstan KZ Akkol KZ113200 \n", - "1 Republic of Kazakhstan KZ Arshaly KZ113400 \n", - "2 Republic of Kazakhstan KZ Astrakhan KZ113600 \n", - "3 Republic of Kazakhstan KZ Atbasar KZ113800 \n", - "4 Republic of Kazakhstan KZ Birzhan sal KZ114500 \n", - ".. ... ... ... ... \n", - "211 Republic of Kazakhstan KZ Taskala KZ276000 \n", - "212 Republic of Kazakhstan KZ Terekti KZ276200 \n", - "213 Republic of Kazakhstan KZ Uralsk KZ271000 \n", - "214 Republic of Kazakhstan KZ Zhanakala KZ274000 \n", - "215 Republic of Kazakhstan KZ Zhanybek KZ274200 \n", - "\n", - " region region_cod Shape_Leng Shape_Area \\\n", - "0 Akmola KZ11 1.301150e+06 2.458421e+10 \n", - "1 Akmola KZ11 7.766808e+05 1.522217e+10 \n", - "2 Akmola KZ11 8.281231e+05 1.876494e+10 \n", - "3 Akmola KZ11 1.001539e+06 2.783360e+10 \n", - "4 Akmola KZ11 1.149534e+06 2.932692e+10 \n", - ".. ... ... ... ... \n", - "211 West Kazakhstan KZ27 7.436122e+05 2.105312e+10 \n", - "212 West Kazakhstan KZ27 1.038464e+06 2.182121e+10 \n", - "213 West Kazakhstan KZ27 1.835492e+05 6.242755e+08 \n", - "214 West Kazakhstan KZ27 1.151754e+06 4.941769e+10 \n", - "215 West Kazakhstan KZ27 8.157793e+05 2.013093e+10 \n", - "\n", - " geometry \n", - "0 POINT (71.72694 52.19832) \n", - "1 POINT (72.38920 50.84320) \n", - "2 POINT (69.77404 51.52113) \n", - "3 POINT (68.49621 51.34473) \n", - "4 POINT (71.77130 52.79155) \n", - ".. ... \n", - "211 POINT (49.88110 50.73325) \n", - "212 POINT (51.73242 50.61508) \n", - "213 POINT (51.40729 51.10625) \n", - "214 POINT (50.25561 48.81281) \n", - "215 POINT (47.54079 49.73544) \n", - "\n", - "[216 rows x 9 columns]" - ] - }, - "execution_count": 79, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "inAdmin_centroids" ] }, { "cell_type": "code", - "execution_count": 83, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "11:55:52\tCompleted 3052 to KZ113200: 534.7885936969452\n", - "11:55:53\tCompleted 3055 to KZ395600: 32.94981367877145\n", - "11:55:53\tCompleted 3052 to KZ113400: 613.239156900617\n", - "11:55:54\tCompleted 3063 to KZ392000: 601.9773229763892\n", - "11:55:54\tCompleted 3055 to KZ395800: 752.5391948617191\n", - "11:55:55\tCompleted 3077 to KZ391000: 132.6104256346442\n", - "11:55:55\tCompleted 3052 to KZ113600: 538.5034350034537\n", - "11:55:55\tCompleted 3054 to KZ634400: 1670.8151003572132\n", - "11:55:55\tCompleted 3078 to KZ711310: 536.7817559926016\n", - "11:55:55\tCompleted 3071 to KZ395400: 929.1874736929086\n", - "11:55:55\tCompleted 3072 to KZ555200: 876.0965490715658\n", - "11:55:55\tCompleted 3056 to KZ553200: 1590.5948987960387\n", - "11:55:55\tCompleted 3063 to KZ395600: 479.13067226746597\n", - "11:55:55\tCompleted 3088 to KZ711210: 537.1434575255128\n", - "11:55:56\tCompleted 3077 to KZ395400: 180.47797866772262\n", - "11:55:56\tCompleted 3053 to KZ194800: 2303.9786381759864\n", - "11:55:56\tCompleted 3052 to KZ113800: 559.3759603852685\n", - "11:55:56\tCompleted 3066 to KZ551600: 1507.1444666740988\n", - "11:55:56\tCompleted 3078 to KZ555200: 253.844007766238\n", - "11:55:56\tCompleted 3055 to KZ392400: 188.8436867314877611:55:56\tCompleted 3087 to KZ395200: 596.4710535515759\n", - "\n", - "11:55:56\tCompleted 3094 to KZ711410: 47.29601390306195\n", - "11:55:56\tCompleted 3076 to KZ636400: 1527.0360483833224\n", - "11:55:57\tCompleted 3077 to KZ392000: 257.08408009547475\n", - "11:55:57\tCompleted 3086 to KZ636200: 890.5437916094254\n", - "11:55:57\tCompleted 3088 to KZ711310: 542.3569569256351\n", - "11:55:57\tCompleted 3083 to KZ195200: 1747.009334683779\n", - "11:55:57\tCompleted 3078 to KZ551600: 91.13829630191859\n", - "11:55:57\tCompleted 3052 to KZ114500: 546.737241733719\n", - "11:55:57\tCompleted 3100 to KZ711110: 26.604627508847386\n", - "11:55:57\tCompleted 3072 to KZ551600: 609.5298270860197\n", - "11:55:57\tCompleted 3057 to KZ274200: 2744.080203346991\n", - "11:55:57\tCompleted 3087 to KZ391000: 344.90293640643273\n", - "11:55:57\tCompleted 3091 to KZ191600: 1727.412949676148\n", - "11:55:57\tCompleted 3094 to KZ711210: 60.779200343007545\n", - "11:55:57\tCompleted 3092 to KZ635800: 1491.7347365755447\n", - "11:55:57\tCompleted 3071 to KZ392000: 1046.111168773148\n", - "11:55:58\tCompleted 3055 to KZ396200: 366.72841751787075\n", - "11:55:58\tCompleted 3063 to KZ395800: 866.048649711512\n", - "11:55:58\tCompleted 3070 to KZ631000: 1629.4657629297794\n", - "11:55:58\tCompleted 3075 to KZ195000: 1642.0439754762826\n", - "11:55:58\tCompleted 3078 to KZ553200: 376.03751588060334\n", - "11:55:58\tCompleted 3076 to KZ631000: 852.1374711451339\n", - "11:55:58\tCompleted 3088 to KZ555200: 260.70187214250706\n", - "11:55:58\tCompleted 3052 to KZ114000: 456.09979403936296\n", - "11:55:58\tCompleted 3110 to KZ275000: 424.48053340375276\n", - "11:55:59\tCompleted 3100 to KZ711410: 27.901084831358126\n", - "\n", - "11:55:59\tCompleted 3077 to KZ395600: 260.835130970602311:55:59\tCompleted 3087 to KZ395400: 383.27932060509244\n", - "11:55:59\tCompleted 3099 to KZ394800: 1304.9834550692592\n", - "11:55:59\tCompleted 3055 to KZ396600: 176.9040764723822\n", - "11:55:59\tCompleted 3059 to KZ194600: 2129.211639108563\n", - "11:55:59\tCompleted 3093 to KZ395000: 1266.8804740007267\n", - "11:55:59\tCompleted 3094 to KZ711310: 65.99269974313009\n", - "11:56:00\tCompleted 3109 to KZ594600: 2550.224226526204\n", - "11:56:00\tCompleted 3061 to KZ634600: 2064.749200796234\n", - "11:56:00\tCompleted 3058 to KZ113200: 333.38582298038466\n", - "11:56:00\tCompleted 3056 to KZ553600: 1541.5978970310107\n", - "11:56:00\tCompleted 3078 to KZ553600: 367.3943967949244\n", - "11:56:00\tCompleted 3063 to KZ392400: 507.7016737002785\n", - "11:56:00\tCompleted 3110 to KZ274800: 446.5354878368291\n", - "11:56:00\tCompleted 3088 to KZ551600: 96.71349723495209\n", - "11:56:00\tCompleted 3117 to KZ596400: 595.4878819032713\n", - "11:56:00\tCompleted 3108 to KZ396800: 1224.780600457873\n", - "11:56:00\tCompleted 3066 to KZ553200: 1626.0924600808062\n", - "11:56:00\tCompleted 3097 to KZ196800: 1436.7537162941715\n", - "11:56:01\tCompleted 3079 to KZ276200: 1935.520453023762\n", - "11:56:01\tCompleted 3072 to KZ553200: 728.4778204927272\n", - "11:56:01\tCompleted 3071 to KZ395600: 923.2645180642246\n", - "11:56:01\tCompleted 3087 to KZ392000: 181.2964645562817\n", - "11:56:01\tCompleted 3098 to KZ636800: 1341.11040940175611:56:01\tCompleted 3077 to KZ395800: 523.0396639598298\n", - "\n", - "11:56:01\tCompleted 3104 to KZ196400: 1843.930669492006\n", - "11:56:01\tCompleted 3052 to KZ117000: 339.24654421834464\n", - "11:56:01\tCompleted 3100 to KZ711210: 41.384271271303746\n", - "11:56:01\tCompleted 3058 to KZ113400: 411.8363861840563\n", - "11:56:01\tCompleted 3088 to KZ553200: 388.9098029181077411:56:01\tCompleted 3067 to KZ274000: 2593.318168924041\n", - "\n", - "11:56:02\tCompleted 3126 to KZ193400: 850.274839774027\n", - "11:56:02\tCompleted 3086 to KZ636400: 1448.410565180249\n", - "11:56:02\tCompleted 3124 to KZ273600: 655.0080225287545\n", - 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"\n", - "11:56:04\tCompleted 3063 to KZ396600: 324.04360046526\n", - "11:56:04\tCompleted 3052 to KZ114400: 630.5431243893956\n", - "11:56:04\tCompleted 3117 to KZ594600: 779.6951354218473\n", - "11:56:04\tCompleted 3058 to KZ113800: 333.7477064417918\n", - "11:56:04\tCompleted 3055 to KZ394400: 533.9832033849898\n", - "11:56:04\tCompleted 3116 to KZ394000: 1496.9187473852276\n", - "11:56:04\tCompleted 3104 to KZ196800: 1444.3496577503593\n", - "11:56:05\tCompleted 3099 to KZ395000: 1314.553217747487\n", - "11:56:05\tCompleted 3056 to KZ552200: 1433.129955009285\n", - "11:56:05\tCompleted 3086 to KZ631000: 836.6781782774713\n", - "11:56:05\tCompleted 3137 to KZ393600: 545.3682116271257\n", - "11:56:05\tCompleted 3077 to KZ396200: 463.60507689691553\n", - "11:56:05\tCompleted 3126 to KZ193600: 1672.1976092107625\n", - "11:56:05\tCompleted 3087 to KZ395800: 880.4930873380314\n", - "11:56:05\tCompleted 3054 to KZ313600: 2198.0547923688073\n", - "11:56:05\tCompleted 3066 to KZ553600: 1577.0954583157782\n", - 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"\n", - "11:56:07\tCompleted 3121 to KZ635200: 1750.5575372199019\n", - "11:56:07\tCompleted 3078 to KZ551000: 17.999494960453525\n", - "11:56:07\tCompleted 3110 to KZ271000: 19.460155108391486\n", - "11:56:07\tCompleted 3137 to KZ396400: 785.2004776910902\n", - "11:56:07\tCompleted 3108 to KZ395000: 1331.4105788468955\n", - "11:56:07\tCompleted 3117 to KZ711410: 80.28169816348463\n", - "11:56:07\tCompleted 3123 to KZ711410: 68.19652133783\n", - "11:56:07\tCompleted 3126 to KZ194000: 1527.7428403560937\n", - "11:56:08\tCompleted 3100 to KZ551600: 460.0785501208458\n", - "11:56:08\tCompleted 3058 to KZ117000: 137.84377350178397\n", - "11:56:08\tCompleted 3102 to KZ274800: 3268.0296938397028\n", - "11:56:08\tCompleted 3104 to KZ191600: 1496.3390638163678\n", - "11:56:08\tCompleted 3106 to KZ636800: 4201.160714204989\n", - "11:56:08\tCompleted 3063 to KZ394200: 990.5630074747531\n", - "11:56:08\tCompleted 3124 to KZ274800: 1138.0358377135065\n", - "11:56:08\tCompleted 3088 to KZ554600: 428.2079152621985\n", - 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"\n", - "11:56:10\tCompleted 3137 to KZ394000: 1035.1642591496839\n", - "11:56:10\tCompleted 3136 to KZ632800: 901.1160071104545\n", - "11:56:10\tCompleted 3052 to KZ111010: 237.23658009335276\n", - "11:56:10\tCompleted 3099 to KZ391000: 1036.5901875646855\n", - "11:56:10\tCompleted 3091 to KZ194400: 1999.4433404184401\n", - "11:56:10\tCompleted 3109 to KZ711210: 3003.388126054124\n", - "11:56:10\tCompleted 3078 to KZ556800: 265.71946211682496\n", - "11:56:10\tCompleted 3129 to KZ596200: 1646.7751101461658\n", - "11:56:10\tCompleted 3133 to KZ193200: 3751.32578810161811:56:10\tCompleted 3088 to KZ555600: 547.1463294793252\n", - "11:56:10\tCompleted 3117 to KZ711310: 51.00437301589034\n", - "\n", - "11:56:11\tCompleted 3055 to KZ433200: 1790.8372199045775\n", - "11:56:11\tCompleted 3100 to KZ553600: 530.0295417625264\n", - "11:56:11\tCompleted 3124 to KZ276000: 1023.4496874569694\n", - "11:56:11\tCompleted 3071 to KZ396200: 760.2586054708194\n", - "11:56:11\tCompleted 3136 to KZ636800: 188.0746391493338\n", - 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"\n", - "11:56:32\tCompleted 3108 to KZ394200: 1345.1774474561976\n", - "11:56:32\tCompleted 3123 to KZ554200: 958.1374561510902\n", - "11:56:32\tCompleted 3074 to KZ113800: 1010.959003996082\n", - "11:56:32\tCompleted 3100 to KZ554200: 883.7238991893394\n", - "11:56:32\tCompleted 3126 to KZ191000: 1119.0999316905707\n", - "11:56:32\tCompleted 3097 to KZ194600: 1705.8543551434973\n", - "11:56:32\tCompleted 3125 to KZ114800: 779.8653515361052\n", - "11:56:32\tCompleted 3094 to KZ556400: 665.2223725993119\n", - "11:56:33\tCompleted 3120 to KZ191600: 1504.839063816368\n", - "11:56:33\tCompleted 3078 to KZ791510: 2159.6160524223606\n", - "11:56:33\tCompleted 3137 to KZ396600: 688.5374529819883\n", - "11:56:33\tCompleted 3136 to KZ315400: 1986.4554055203766\n", - "11:56:33\tCompleted 3075 to KZ195800: 2075.8188028248733\n", - "11:56:33\tCompleted 3121 to KZ636200: 1436.7506003364438\n", - "11:56:33\tCompleted 3117 to KZ556000: 632.3423300712648\n", - "11:56:33\tCompleted 3087 to KZ431000: 1687.4281607674407\n", - 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"\n", - "11:57:16\tCompleted 3125 to KZ154000: 2119.061215338641\n", - "11:57:16\tCompleted 3127 to KZ316600: 1321.748384881943\n", - "11:57:17\tCompleted 3078 to KZ614600: 2083.4923537254867\n", - "11:57:17\tCompleted 3091 to KZ751910: 1747.263824765936\n", - "11:57:17\tCompleted 3129 to KZ554600: 2679.5335133101044\n", - "11:57:17\tCompleted 3137 to KZ473600: 2302.763338776029\n", - "11:57:17\tCompleted 3074 to KZ151000: 2733.6141536390314\n", - "11:57:17\tCompleted 3121 to KZ315600: 1526.5740165228424\n", - "11:57:17\tCompleted 3099 to KZ433600: 1681.352524639244\n", - "11:57:17\tCompleted 3090 to KZ115200: 132.91168824543138\n", - "11:57:17\tCompleted 3123 to KZ614600: 1526.724602244097\n", - "11:57:17\tCompleted 3109 to KZ791110: 3004.994396686432\n", - "11:57:17\tCompleted 3103 to KZ116400: 391.48717803917515\n", - "11:57:17\tCompleted 3119 to KZ114600: 446.53602627258545\n", - "11:57:17\tCompleted 3094 to KZ614000: 1722.4742787338703\n", - "11:57:17\tCompleted 3112 to KZ194200: 1415.0924145259073\n", - 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"\n", - "11:57:42\tCompleted 3123 to KZ615600: 1618.552151053617\n", - "11:57:42\tCompleted 3070 to KZ352100: 1161.1072138423472\n", - "11:57:42\tCompleted 3112 to KZ751810: 1527.6733353039433\n", - "11:57:42\tCompleted 3068 to KZ155600: 1411.0485170756378\n", - "11:57:42\tCompleted 3098 to KZ315000: 1784.24758840475\n", - "11:57:42\tCompleted 3066 to KZ612000: 2050.260817813462\n", - "11:57:42\tCompleted 3128 to KZ434600: 2771.7149905153956\n", - "11:57:42\tCompleted 3092 to KZ352300: 1080.1834104823026\n", - "11:57:42\tCompleted 3074 to KZ154000: 2671.4244132244767\n", - "11:57:43\tCompleted 3119 to KZ151000: 2178.087968024278\n", - "11:57:43\tCompleted 3086 to KZ354800: 740.5995590832973\n", - "11:57:43\tCompleted 3127 to KZ351600: 550.4774211710652\n", - "11:57:43\tCompleted 3058 to KZ193600: 1711.2586770866667\n", - "11:57:43\tCompleted 3132 to KZ116800: 1176.2581945092895\n", - "11:57:43\tCompleted 3121 to KZ315000: 1753.5300738642682\n", - "11:57:43\tCompleted 3054 to KZ352800: 562.7592084201935\n", - "11:57:43\tCompleted 3072 to KZ615400: 1965.83364481114\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "11:57:43\tCompleted 3097 to KZ751310: 1502.4126751266263\n", - "11:57:43\tCompleted 3094 to KZ614600: 1612.7032974760298\n", - "11:57:43\tCompleted 3111 to KZ115200: 2269.356511043454\n", - "11:57:43\tCompleted 3087 to KZ471800: 2453.2151816691153\n", - "11:57:43\tCompleted 3138 to KZ554800: 2763.2744153640974\n", - "11:57:43\tCompleted 3063 to KZ475200: 3133.094065201387\n", - "11:57:43\tCompleted 3106 to KZ353600: 3919.044441196189\n", - "11:57:43\tCompleted 3096 to KZ111010: 2710.8579070598407\n", - "11:57:43\tCompleted 3129 to KZ556800: 2947.245076667731\n", - "11:57:43\tCompleted 3070 to KZ352200: 501.17351822895915\n", - "11:57:44\tCompleted 3133 to KZ195600: 3726.6149148778422\n", - "11:57:44\tCompleted 3136 to KZ356000: 2421.743256972414\n", - "11:57:44\tCompleted 3061 to KZ352300: 1084.1487769180055\n", - "11:57:44\tCompleted 3109 to KZ613900: 3249.9793180054608\n", - 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"11:59:39\tCompleted 3090 to KZ195200: 1917.3026849254356\n", - "11:59:39\tCompleted 3052 to KZ751710: 2034.002896890945\n", - "11:59:39\tCompleted 3132 to KZ195200: 1329.5420006712213\n", - "11:59:39\tCompleted 3075 to KZ635800: 1260.3306783616754\n", - "11:59:39\tCompleted 3056 to KZ276000: 2247.119138565687\n", - "11:59:39\tCompleted 3053 to KZ634400: 1790.969934448520211:59:39\tCompleted 3072 to KZ276000: 3084.922876233526\n", - "\n", - "11:59:39\tCompleted 3093 to KZ553600: 595.5189494066207\n", - "11:59:39\tCompleted 3092 to KZ434400: 2375.1269614155804\n", - "11:59:39\tCompleted 3116 to KZ555600: 1080.2964973540184\n", - "11:59:39\tCompleted 3099 to KZ791710: 1700.9297937766946\n", - "11:59:40\tCompleted 3128 to KZ595200: 1600.64601910933811:59:40\tCompleted 3096 to KZ195000: 4371.550435942953\n", - "\n", - "11:59:40\tCompleted 3076 to KZ434000: 2535.020448298683\n", - "11:59:40\tCompleted 3066 to KZ275800: 1770.5462731275775\n", - "11:59:40\tCompleted 3080 to KZ195200: 1795.3860374479714\n", - "11:59:40\tCompleted 3110 to KZ114800: 2288.3795677985963\n", - "11:59:40\tCompleted 3112 to KZ636800: 1309.1535550807378\n", - "11:59:40\tCompleted 3122 to KZ554600: 569.7089884695578\n", - "11:59:40\tCompleted 3077 to KZ554800: 1748.351681200342\n", - "11:59:40\tCompleted 3114 to KZ394000: 1971.18004176669\n", - "11:59:40\tCompleted 3120 to KZ233600: 3038.4034730934054\n", - "11:59:40\tCompleted 3138 to KZ276600: 903.7813788656671\n", - "11:59:40\tCompleted 3119 to KZ195000: 1459.1235990362654\n", - "11:59:40\tCompleted 3104 to KZ636400: 1823.9630785195313\n", - "11:59:40\tCompleted 3069 to KZ635000: 2543.2487703107986\n", - "11:59:40\tCompleted 3083 to KZ636800: 793.8622838112188\n", - "11:59:41\tCompleted 3126 to KZ352800: 1330.3548155327728\n", - "11:59:41\tCompleted 3078 to KZ274000: 4099.495843861779\n", - "11:59:41\tCompleted 3075 to KZ636200: 927.8280628568874\n", - "11:59:41\tCompleted 3121 to KZ392400: 1138.065472750361\n", - "11:59:41\tCompleted 3108 to KZ611600: 1725.366099808142\n", - "11:59:41\tCompleted 3093 to KZ552200: 487.05100738489347\n", - "11:59:41\tCompleted 3116 to KZ551000: 535.16790313785\n", - "11:59:41\tCompleted 3088 to KZ274800: 3818.890336431837\n", - "11:59:41\tCompleted 3133 to KZ234600: 1728.4241419264197\n", - "11:59:41\tCompleted 3127 to KZ431900: 1743.4489764604189\n", - "11:59:41\tCompleted 3097 to KZ634800: 1707.9172166009075\n", - "11:59:41\tCompleted 3132 to KZ195000: 1180.413437980446\n", - "11:59:41\tCompleted 3071 to KZ611600: 1841.919690710408\n", - "11:59:42\tCompleted 3100 to KZ274000: 3609.3118585406264\n", - "11:59:42\tCompleted 3137 to KZ791510: 1634.3681058048817\n", - "11:59:42\tCompleted 3124 to KZ113600: 2075.1088275089705\n", - "11:59:42\tCompleted 3054 to KZ435200: 1886.3438756339096\n", - "11:59:42\tCompleted 3106 to KZ395800: 2325.1021308543486\n", - "11:59:42\tCompleted 3058 to KZ751910: 1787.3978755767052\n", - "11:59:42\tCompleted 3138 to KZ275000: 780.0961395399279\n", - "11:59:42\tCompleted 3136 to KZ434600: 3210.21053266194611:59:42\tCompleted 3087 to KZ554800: 2137.7610547044205\n", - "\n", - "11:59:42\tCompleted 3061 to KZ434800: 1711.2432931512878\n", - "11:59:42\tCompleted 3125 to KZ192600: 1715.9649149044283\n", - "11:59:42\tCompleted 3074 to KZ195600: 2054.5993215490726\n", - "11:59:42\tCompleted 3098 to KZ395800: 1334.6381112654733\n", - "11:59:43\tCompleted 3103 to KZ195200: 1542.143392893665\n", - "11:59:43\tCompleted 3091 to KZ316600: 1663.6903447439167\n", - "11:59:43\tCompleted 3094 to KZ275000: 2817.638271437862\n", - "11:59:43\tCompleted 3086 to KZ392400: 1619.4531196619002\n", - "11:59:43\tCompleted 3114 to KZ396800: 2102.651842557031\n", - "11:59:43\tCompleted 3128 to KZ591000: 1490.861747861876\n", - "11:59:43\tCompleted 3129 to KZ613800: 2400.5830195950775\n", - "11:59:43\tCompleted 3133 to KZ234800: 785.9129419584239\n", - "11:59:43\tCompleted 3093 to KZ554600: 569.2274798867044\n", - "11:59:43\tCompleted 3063 to KZ613600: 2072.6448301035903\n", - "11:59:43\tCompleted 3055 to KZ554200: 1912.580042111867\n", - "11:59:43\tCompleted 3126 to KZ356400: 1523.2617632848107\n", - "11:59:43\tCompleted 3122 to KZ555600: 1107.7537050342976\n", - "11:59:44\tCompleted 3116 to KZ556000: 583.2892853458671\n", - "11:59:44\tCompleted 3104 to KZ631000: 1353.8255894911808\n", - "11:59:44\tCompleted 3056 to KZ276200: 1966.5053518317663\n", - "11:59:44\tCompleted 3070 to KZ433600: 1847.144931196234\n", - "11:59:44\tCompleted 3099 to KZ611600: 1778.891078235623\n", - "11:59:44\tCompleted 3090 to KZ195000: 1845.843193750836\n", - "11:59:44\tCompleted 3080 to KZ195000: 1646.257474757196\n", - "11:59:44\tCompleted 3120 to KZ633200: 1209.6491529117345\n", - "11:59:44\tCompleted 3052 to KZ751810: 1987.8619646570437\n", - "11:59:44\tCompleted 3053 to KZ313600: 2318.2096264601146\n", - "11:59:44\tCompleted 3077 to KZ556400: 1686.8044820885234\n", - "11:59:44\tCompleted 3083 to KZ635800: 1244.7804692151294\n", - "11:59:44\tCompleted 3092 to KZ431000: 1715.948530562086\n", - "11:59:44\tCompleted 3106 to KZ392400: 1855.5784407844153\n", - "11:59:44\tCompleted 3132 to KZ194400: 1558.3250873849631\n", - "11:59:44\tCompleted 3110 to KZ111010: 2679.68906857655\n", - "11:59:45\tCompleted 3121 to KZ396200: 946.4885587241434\n", - "11:59:45\tCompleted 3111 to KZ194600: 4033.2072518157547\n", - "11:59:45\tCompleted 3075 to KZ636400: 1473.9953415387834\n", - "11:59:45\tCompleted 3117 to KZ276000: 3184.4879266747676\n", - "11:59:45\tCompleted 3112 to KZ635800: 1758.655802777993111:59:45\tCompleted 3069 to KZ632200: 1892.9290890771072\n", - "\n", - "11:59:45\tCompleted 3138 to KZ274800: 1304.9839473514428\n", - "11:59:45\tCompleted 3097 to KZ633400: 1093.2724370130054\n", - "11:59:45\tCompleted 3114 to KZ394800: 1845.7289703045744\n", - "11:59:45\tCompleted 3129 to KZ273200: 898.9283327166128\n", - "11:59:45\tCompleted 3124 to KZ113800: 1923.255949217995\n", - "11:59:45\tCompleted 3059 to KZ635200: 2136.4166972202656\n", - "11:59:45\tCompleted 3108 to KZ613600: 1580.15836128219\n", - "11:59:45\tCompleted 3133 to KZ235200: 909.7653651253501\n", - "11:59:45\tCompleted 3126 to KZ352400: 1281.7691734265534\n", - "11:59:46\tCompleted 3137 to KZ791710: 1605.868166454593\n", - "11:59:46\tCompleted 3096 to KZ194400: 4194.836306707697\n", - "11:59:46\tCompleted 3122 to KZ551000: 562.6251108181293\n", - "11:59:46\tCompleted 3068 to KZ195600: 3114.677599471123\n", - "11:59:46\tCompleted 3119 to KZ194400: 1781.5591518758588\n", - "11:59:46\tCompleted 3098 to KZ392400: 1121.0706746283702\n", - "11:59:46\tCompleted 3066 to KZ276000: 2186.3772988826404\n", - "11:59:46\tCompleted 3116 to KZ556800: 783.9772102178092\n", - "11:59:46\tCompleted 3138 to KZ275800: 774.5667713398376\n", - "11:59:46\tCompleted 3076 to KZ471000: 4090.892561732113\n", - "11:59:46\tCompleted 3054 to KZ434800: 1801.3669655589931\n", - "11:59:47\tCompleted 3093 to KZ555600: 1107.2721964514442\n", - "11:59:47\tCompleted 3127 to KZ434600: 1777.1135468867992\n", - "11:59:47\tCompleted 3058 to KZ751510: 1779.8864016471607\n", - "11:59:47\tCompleted 3086 to KZ396200: 1427.876205635682\n", - "11:59:47\tCompleted 3075 to KZ631000: 873.9624495249333\n", - "11:59:47\tCompleted 3071 to KZ613600: 1696.711952184456\n", - "11:59:47\tCompleted 3132 to KZ194600: 1192.125922259196\n", - "11:59:47\tCompleted 3129 to KZ274400: 828.9947327281739\n", - "11:59:47\tCompleted 3083 to KZ636200: 912.2778537103414\n", - "11:59:47\tCompleted 3072 to KZ276200: 2804.3090894996217\n", - "11:59:47\tCompleted 3128 to KZ595600: 1724.7493343837982\n", - "11:59:47\tCompleted 3136 to KZ434400: 3553.1599316236716\n", - "11:59:47\tCompleted 3103 to KZ195000: 1470.683901719067\n", - "11:59:47\tCompleted 3106 to KZ396200: 2295.6073632941416\n", - "11:59:47\tCompleted 3125 to KZ196600: 1975.0418714940463\n", - "11:59:47\tCompleted 3087 to KZ556400: 2082.5354752092467\n", - "11:59:48\tCompleted 3091 to KZ316200: 2077.5937947690563\n", - "11:59:48\tCompleted 3114 to KZ395000: 2164.640295102878\n", - "11:59:48\tCompleted 3133 to KZ235600: 1004.8031311457781\n", - "11:59:48\tCompleted 3122 to KZ556000: 610.746493026146511:59:48\tCompleted 3097 to KZ633600: 834.6041283588845\n", - "\n", - "11:59:48\tCompleted 3056 to KZ271000: 1984.1983072459948\n", - "11:59:48\tCompleted 3099 to KZ613600: 1633.683339709671\n", - "11:59:48\tCompleted 3061 to KZ433600: 1911.0860566931888\n", - "11:59:48\tCompleted 3121 to KZ396600: 954.4073995153426\n", - "11:59:48\tCompleted 3074 to KZ195800: 2116.748048829038\n", - "11:59:48\tCompleted 3063 to KZ614000: 2118.003668776164\n", - "11:59:48\tCompleted 3112 to KZ636200: 1427.56912497986\n", - "11:59:49\tCompleted 3093 to KZ551000: 562.1436022352759\n", - "11:59:49\tCompleted 3088 to KZ275800: 3288.473160420259\n", - "11:59:49\tCompleted 3100 to KZ274200: 3716.6278467003926\n", - "11:59:49\tCompleted 3126 to KZ356000: 2200.458462714696\n", - "11:59:49\tCompleted 3124 to KZ114500: 2356.7748710517685\n", - "11:59:49\tCompleted 3138 to KZ276000: 1190.3977970949043\n", - "11:59:49\tCompleted 3132 to KZ194800: 1347.0805265157942\n", - "11:59:49\tCompleted 3077 to KZ554200: 1856.649383941707\n", - "11:59:49\tCompleted 3116 to KZ554800: 788.6726982622648\n", - "11:59:49\tCompleted 3052 to KZ751910: 1988.8006462932663\n", - "11:59:49\tCompleted 3108 to KZ614000: 1708.571023823929\n", - "11:59:49\tCompleted 3053 to KZ314000: 2176.5662623117237\n", - "11:59:49\tCompleted 3098 to KZ396200: 929.4937606021523\n", - "11:59:49\tCompleted 3080 to KZ194400: 2024.1691241617132\n", - "11:59:49\tCompleted 3078 to KZ274200: 4206.811832021556\n", - "11:59:49\tCompleted 3104 to KZ634600: 1812.5551169565954\n", - "11:59:49\tCompleted 3110 to KZ116000: 2846.4582631980384\n", - "11:59:50\tCompleted 3137 to KZ611600: 1555.0428276019163\n", - "11:59:50\tCompleted 3092 to KZ435200: 1792.2548367905015\n", - "11:59:50\tCompleted 3055 to KZ791110: 2398.992394161845\n", - "11:59:50\tCompleted 3106 to KZ396600: 2207.3124954416094\n", - "11:59:50\tCompleted 3120 to KZ634800: 1764.9763281159278\n", - "11:59:50\tCompleted 3133 to KZ233600: 1010.5651199458943\n", - "11:59:50\tCompleted 3102 to KZ113200: 204.96413825515123\n", - "11:59:50\tCompleted 3075 to KZ634600: 1334.1079146970028\n", - "11:59:50\tCompleted 3129 to KZ275400: 1504.183164685196\n", - "11:59:50\tCompleted 3114 to KZ395200: 2242.841027837447\n", - "11:59:50\tCompleted 3086 to KZ396600: 1435.7950464268813\n", - "11:59:50\tCompleted 3138 to KZ276200: 909.7840103609806\n", - "11:59:50\tCompleted 3128 to KZ596000: 1367.564350330708\n", - "11:59:50\tCompleted 3093 to KZ556000: 610.2649844432931\n", - "11:59:50\tCompleted 3122 to KZ556800: 811.4344178980886\n", - "11:59:51\tCompleted 3119 to KZ194600: 1726.639993916884\n", - "11:59:51\tCompleted 3090 to KZ194400: 2168.278746590431\n", - "11:59:51\tCompleted 3059 to KZ632400: 1929.0737344138668\n", - "11:59:51\tCompleted 3097 to KZ633800: 1135.1894758394137\n", - "11:59:51\tCompleted 3094 to KZ274800: 3342.526079249355\n", - "11:59:51\tCompleted 3102 to KZ113400: 179.8210902483114\n", - "11:59:51\tCompleted 3083 to KZ636400: 1429.832138055503\n", - "11:59:51\tCompleted 3070 to KZ434000: 2150.5606767282375\n", - "11:59:51\tCompleted 3069 to KZ635200: 2808.8538181038125\n", - "11:59:51\tCompleted 3125 to KZ194200: 1476.991613666581\n", - "11:59:51\tCompleted 3066 to KZ276200: 1905.7635121487192\n", - "11:59:51\tCompleted 3091 to KZ311000: 1848.9631629750756\n", - "11:59:52\tCompleted 3096 to KZ194600: 4205.35327271219111:59:52\tCompleted 3116 to KZ556400: 726.406571953707\n", - "\n", - "11:59:52\tCompleted 3136 to KZ431000: 2893.981500770205\n", - "11:59:52\tCompleted 3079 to KZ113200: 1023.5856765641047\n", - "11:59:52\tCompleted 3074 to KZ196000: 1410.2343080994099\n", - "11:59:52\tCompleted 3129 to KZ273600: 672.142423667706\n", - "11:59:52\tCompleted 3132 to KZ195600: 1552.039538049069\n", - "11:59:52\tCompleted 3111 to KZ194800: 4301.322903869757\n", - "11:59:52\tCompleted 3127 to KZ434400: 2120.062945848534\n", - "11:59:52\tCompleted 3075 to KZ634400: 855.8258776088866\n", - "11:59:52\tCompleted 3124 to KZ114000: 2128.6223619025777\n", - "11:59:52\tCompleted 3126 to KZ354400: 2048.09230827237\n", - "11:59:52\tCompleted 3138 to KZ271000: 927.4769657752075\n", - "11:59:52\tCompleted 3102 to KZ113600: 185.42054516824132\n", - "11:59:52\tCompleted 3054 to KZ433600: 2001.209729100894\n", - "11:59:52\tCompleted 3106 to KZ394200: 1983.789101399655\n", - "11:59:52\tCompleted 3098 to KZ396600: 937.4126013933516\n", - "11:59:52\tCompleted 3076 to KZ473600: 3671.9177957091697\n", - "11:59:52\tCompleted 3099 to KZ614000: 1762.0960022514098\n", - "11:59:52\tCompleted 3058 to KZ231000: 2802.2995492124815\n", - "11:59:53\tCompleted 3071 to KZ614000: 1825.124614726195\n", - "11:59:53\tCompleted 3121 to KZ394200: 1403.3177782691012\n", - "11:59:53\tCompleted 3120 to KZ633400: 1109.3683784691932\n", - "11:59:53\tCompleted 3104 to KZ634400: 1334.2730798684786\n", - "11:59:53\tCompleted 3053 to KZ314800: 1876.6852586040711\n", - "11:59:53\tCompleted 3122 to KZ554800: 816.1299059425442\n", - "11:59:53\tCompleted 3093 to KZ556800: 810.9529093152352\n", - "11:59:53\tCompleted 3112 to KZ636400: 1836.385156553541\n", - "11:59:53\tCompleted 3087 to KZ554200: 2246.058757445785\n", - "11:59:53\tCompleted 3052 to KZ751510: 1981.2891723637217\n", - "11:59:53\tCompleted 3114 to KZ391000: 2054.4075390455864\n", - "11:59:53\tCompleted 3083 to KZ631000: 858.4122403783873\n", - "11:59:53\tCompleted 3110 to KZ116400: 2616.521831813615\n", - "11:59:54\tCompleted 3056 to KZ274000: 2647.8859971851825\n", - "11:59:54\tCompleted 3137 to KZ613600: 1609.2379642457383\n", - "11:59:54\tCompleted 3102 to KZ113800: 373.33408440146485\n", - "11:59:54\tCompleted 3129 to KZ276600: 753.967670366682\n", - "11:59:54\tCompleted 3080 to KZ194600: 1657.969959035946\n", - "11:59:54\tCompleted 3117 to KZ276200: 2903.874139940863\n", - "11:59:54\tCompleted 3103 to KZ194400: 1793.1194545586604\n", - "11:59:54\tCompleted 3108 to KZ613900: 1985.3227229651227\n", - "11:59:54\tCompleted 3063 to KZ613900: 2354.9236659458797\n", - "11:59:54\tCompleted 3068 to KZ195800: 2978.9831998210907\n", - "11:59:54\tCompleted 3079 to KZ113400: 1101.4467133694648\n", - "11:59:54\tCompleted 3116 to KZ554200: 922.2376077360079\n", - "11:59:55\tCompleted 3106 to KZ394400: 1771.776168367463\n", - "11:59:55\tCompleted 3128 to KZ596200: 1754.5638000018857\n", - "11:59:55\tCompleted 3125 to KZ751210: 1575.209792975057\n", - "11:59:55\tCompleted 3077 to KZ791110: 2169.492863259979\n", - "11:59:55\tCompleted 3132 to KZ195800: 1614.188265329037\n", - "11:59:55\tCompleted 3102 to KZ114500: 316.6083832333028\n", - "11:59:55\tCompleted 3061 to KZ434000: 2127.114587129279\n", - "11:59:55\tCompleted 3138 to KZ274000: 1591.1646557144156\n", - "11:59:55\tCompleted 3120 to KZ633600: 891.6632398739049\n", - "11:59:55\tCompleted 3092 to KZ434800: 1707.277926715585\n", - "11:59:55\tCompleted 3086 to KZ394200: 1884.7054251806408\n", - "11:59:55\tCompleted 3119 to KZ194800: 1859.6286959179429\n", - "11:59:55\tCompleted 3097 to KZ634000: 1382.3922737364421\n", - "11:59:55\tCompleted 3129 to KZ275000: 630.282431040943\n", - "11:59:55\tCompleted 3126 to KZ351800: 2069.1270229153947\n", - "11:59:55\tCompleted 3072 to KZ271000: 2822.0020449138374\n", - 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"text": [ - "12:00:18\tCompleted 3128 to KZ553600: 811.2620836838211\n", - "12:00:18\tCompleted 3086 to KZ434600: 2315.782112204426\n", - "12:00:18\tCompleted 3139 to KZ114500: 2240.129268543799\n", - "12:00:18\tCompleted 3120 to KZ635200: 1740.6255567045623\n", - "12:00:18\tCompleted 3090 to KZ195800: 2337.5788047712845\n", - "12:00:18\tCompleted 3070 to KZ474200: 3234.6705193655403\n", - "12:00:18\tCompleted 3133 to KZ633600: 2999.29831074713\n", - "12:00:18\tCompleted 3059 to KZ636400: 2239.7244210284102\n", - "12:00:18\tCompleted 3099 to KZ614800: 2033.6374830802379\n", - "12:00:18\tCompleted 3110 to KZ153200: 834.783314961311\n", - "12:00:18\tCompleted 3102 to KZ115400: 730.8380930666831\n", - "12:00:18\tCompleted 3103 to KZ195800: 1962.4195127395296\n", - "12:00:18\tCompleted 3098 to KZ434600: 1784.6650319548328\n", - "12:00:18\tCompleted 3108 to KZ615400: 1871.0163868256927\n", - "12:00:18\tCompleted 3112 to KZ314800: 1431.5676970628363\n", - "12:00:18\tCompleted 3104 to KZ316000: 1495.674360562645\n", - 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"12:02:54\tCompleted 3120 to KZ395000: 1334.450772071475\n", - "12:02:54\tCompleted 3124 to KZ196200: 3312.8442039183287\n", - "12:02:54\tCompleted 3111 to KZ634000: 4198.5750128718255\n", - "12:02:54\tCompleted 3068 to KZ634800: 2786.3198132043535\n", - "12:02:54\tCompleted 3059 to KZ395000: 880.2041481883583\n", - "12:02:54\tCompleted 3138 to KZ114500: 2083.223676952788\n", - "12:02:54\tCompleted 3086 to KZ551000: 2.7556350000115994\n", - "12:02:54\tCompleted 3116 to KZ276000: 3225.9855554685273\n", - "12:02:54\tCompleted 3072 to KZ113800: 393.8480021423629\n", - "12:02:54\tCompleted 3097 to KZ393600: 1028.8848884521935\n", - "12:02:54\tCompleted 3125 to KZ314000: 1775.7394084868188\n", - "12:02:54\tCompleted 3069 to KZ354400: 1785.6177049690993\n", - "12:02:55\tCompleted 3132 to KZ351600: 1050.0814384009484\n", - "12:02:55\tCompleted 3066 to KZ114600: 1437.5197564064383\n", - "12:02:55\tCompleted 3126 to KZ471800: 4576.246279812878\n", - "12:02:55\tCompleted 3121 to KZ791110: 1629.9806593049504\n", - "12:02:55\tCompleted 3100 to KZ114400: 311.4265295829233\n", - "12:02:55\tCompleted 3058 to KZ314200: 1890.511427348218\n", - "12:02:55\tCompleted 3054 to KZ613900: 2299.495796578344\n", - "12:02:55\tCompleted 3118 to KZ191600: 1482.1185010678905\n", - "12:02:55\tCompleted 3089 to KZ193200: 1700.8113989824105\n", - "12:02:55\tCompleted 3090 to KZ235600: 2597.9362507155406\n", - "12:02:55\tCompleted 3131 to KZ193400: 781.0838619468502\n", - "12:02:55\tCompleted 3080 to KZ632400: 1023.9776142011807\n", - "12:02:55\tCompleted 3104 to KZ434800: 1467.3155408396738\n", - "12:02:55\tCompleted 3119 to KZ636800: 1313.0927472391807\n", - "12:02:55\tCompleted 3077 to KZ276000: 2220.1342397576827\n", - "12:02:55\tCompleted 3076 to KZ615600: 2328.358589509160512:02:55\tCompleted 3075 to KZ395800: 1910.3656886198555\n", - "\n", - "12:02:55\tCompleted 3109 to KZ117000: 2872.716399068169\n", - "12:02:56\tCompleted 3073 to KZ195000: 1680.902153668584\n", - "12:02:56\tCompleted 3061 to KZ614600: 1828.6251795302264\n", - "12:02:56\tCompleted 3072 to KZ114500: 192.15552420275495\n", - "12:02:56\tCompleted 3086 to KZ556000: 47.6912306273505\n", - "12:02:56\tCompleted 3059 to KZ395200: 477.863145790159\n", - "12:02:56\tCompleted 3052 to KZ316600: 1905.227166271247\n", - "12:02:56\tCompleted 3066 to KZ114800: 465.2063362075606\n", - "12:02:56\tCompleted 3110 to KZ751310: 3879.838224580325\n", - "12:02:56\tCompleted 3133 to KZ316600: 2970.630521036086\n", - "12:02:56\tCompleted 3114 to KZ555600: 4119.244926378687\n", - "12:02:56\tCompleted 3083 to KZ395400: 1569.7206247934857\n", - "12:02:56\tCompleted 3053 to KZ471000: 3419.9857316536168\n", - "12:02:56\tCompleted 3100 to KZ114600: 390.45383985318534\n", - "12:02:56\tCompleted 3070 to KZ614600: 1852.0712691291853\n", - "12:02:57\tCompleted 3122 to KZ276200: 2944.7597845961905\n", - "12:02:57\tCompleted 3120 to KZ395200: 866.4152869966056\n", - "12:02:57\tCompleted 3058 to KZ353200: 550.2233113305882\n", - "12:02:57\tCompleted 3095 to KZ193200: 1846.5906508994515\n", - "12:02:57\tCompleted 3096 to KZ635200: 4671.895205221393\n", - "12:02:57\tCompleted 3069 to KZ351800: 1142.3727446192763\n", - "12:02:57\tCompleted 3128 to KZ273600: 3819.5334519400144\n", - "12:02:57\tCompleted 3132 to KZ354000: 997.5406167202372\n", - "12:02:57\tCompleted 3092 to KZ612000: 1710.05347158784\n", - "12:02:57\tCompleted 3102 to KZ196000: 1746.990627601085\n", - "12:02:57\tCompleted 3072 to KZ114000: 102.6752915429994\n", - "12:02:57\tCompleted 3087 to KZ276200: 1679.1769753672938\n", - "12:02:57\tCompleted 3103 to KZ635400: 1955.995163247121612:02:57\tCompleted 3106 to KZ556400: 3632.043016792273\n", - "\n", - "12:02:57\tCompleted 3080 to KZ632800: 823.6241382974308\n", - "12:02:57\tCompleted 3086 to KZ556800: 248.37915549929258\n", - "12:02:57\tCompleted 3136 to KZ614000: 2514.775719601236\n", - "12:02:58\tCompleted 3126 to KZ593200: 1693.6967955819066\n", - "12:02:58\tCompleted 3074 to KZ315400: 1860.9179977195524\n", - "12:02:58\tCompleted 3066 to KZ111010: 748.5766091240828\n", - "12:02:58\tCompleted 3059 to KZ391000: 607.8749276224625\n", - "12:02:58\tCompleted 3139 to KZ194600: 3393.4310795294405\n", - "12:02:58\tCompleted 3055 to KZ275800: 1882.35938981672\n", - "12:02:58\tCompleted 3069 to KZ393200: 272.17045213759786\n", - "12:02:58\tCompleted 3097 to KZ396400: 1250.2965351255743\n", - "12:02:58\tCompleted 3127 to KZ614400: 1828.381115152084\n", - "12:02:58\tCompleted 3112 to KZ434400: 2108.8887380884157\n", - "12:02:58\tCompleted 3138 to KZ114000: 1855.0711678035773\n", - "12:02:58\tCompleted 3072 to KZ117000: 26.58085979889665\n", - "12:02:58\tCompleted 3098 to KZ791310: 1694.7128626339938\n", - "12:02:58\tCompleted 3100 to KZ114800: 769.7625222057499\n", - "12:02:59\tCompleted 3131 to KZ193600: 1603.0066313835855\n", - "12:02:59\tCompleted 3086 to KZ554800: 274.8877425499693\n", - "12:02:59\tCompleted 3125 to KZ314800: 1493.46689620351\n", - "12:02:59\tCompleted 3079 to KZ195600: 3034.18217624546\n", - "12:02:59\tCompleted 3089 to KZ193400: 1377.6214592108686\n", - "12:02:59\tCompleted 3109 to KZ114400: 2795.2024633565625\n", - "12:02:59\tCompleted 3080 to KZ636800: 799.098070225004\n", - "12:02:59\tCompleted 3132 to KZ351000: 1034.872813299645\n", - "12:02:59\tCompleted 3121 to KZ791310: 1605.8577757470414\n", - "12:02:59\tCompleted 3118 to KZ195200: 1503.1728301451872\n", - "12:03:00\tCompleted 3066 to KZ116000: 1023.2850316070326\n", - "12:03:00\tCompleted 3104 to KZ433600: 1667.1583043815747\n", - "12:03:00\tCompleted 3068 to KZ633400: 2142.182065550819\n", - "12:03:00\tCompleted 3059 to KZ395400: 651.2388225477762\n", - "12:03:00\tCompleted 3124 to KZ192600: 3586.1951317383377\n", - "12:03:00\tCompleted 3075 to KZ392400: 1636.5526146461957\n", - "12:03:00\tCompleted 3091 to KZ473600: 3325.53040305948\n", - "12:03:00\tCompleted 3054 to KZ612000: 1819.752997402315\n", - "12:03:00\tCompleted 3072 to KZ114400: 277.11862189303173\n", - "12:03:00\tCompleted 3069 to KZ393400: 709.4197541833354\n", - "12:03:00\tCompleted 3057 to KZ196000: 2775.0038095716113\n", - "12:03:00\tCompleted 3100 to KZ111010: 307.11464663579824\n", - "12:03:00\tCompleted 3086 to KZ556400: 190.80851723519018\n", - "12:03:00\tCompleted 3058 to KZ353600: 1277.5245115905623\n", - "12:03:00\tCompleted 3119 to KZ635800: 1762.594994936436\n", - "12:03:00\tCompleted 3077 to KZ276200: 1939.520453023762\n", - "12:03:00\tCompleted 3067 to KZ194600: 2719.8939259961726\n", - "12:03:00\tCompleted 3120 to KZ391000: 1062.1215515055792\n", - "12:03:01\tCompleted 3073 to KZ194400: 2058.813803073101\n", - "12:03:01\tCompleted 3126 to KZ595800: 1797.6164056222838\n", - "12:03:01\tCompleted 3083 to KZ392000: 1686.644319873725\n", - "12:03:01\tCompleted 3114 to KZ551000: 3574.116332162535\n", - "12:03:01\tCompleted 3076 to KZ615800: 2342.7382088366703\n", - "12:03:01\tCompleted 3102 to KZ191000: 1625.4804343656745\n", - "12:03:01\tCompleted 3052 to KZ316200: 2235.6491648016195\n", - "12:03:01\tCompleted 3095 to KZ193400: 1571.7795999785794\n", - "12:03:01\tCompleted 3072 to KZ114600: 539.9051168183593\n", - "12:03:01\tCompleted 3103 to KZ635000: 1483.3283733354872\n", - "12:03:01\tCompleted 3100 to KZ116000: 284.24435687645627\n", - "12:03:01\tCompleted 3086 to KZ554200: 464.38214011220936\n", - "12:03:01\tCompleted 3087 to KZ271000: 1696.8699307815223\n", - "12:03:01\tCompleted 3093 to KZ274800: 3257.810996391148\n", - "12:03:02\tCompleted 3110 to KZ751410: 3897.263202983964\n", - "12:03:02\tCompleted 3066 to KZ116400: 731.2347871494926\n", - "12:03:02\tCompleted 3069 to KZ391600: 843.8454168816099\n", - "12:03:02\tCompleted 3136 to KZ613900: 2792.6989916176717\n", - "12:03:02\tCompleted 3116 to KZ276200: 2945.371768734623\n", - "12:03:02\tCompleted 3059 to KZ392000: 768.1625176280155\n", - "12:03:02\tCompleted 3131 to KZ194000: 1458.5518625289167\n", - "12:03:02\tCompleted 3112 to KZ431000: 1449.7103072349132\n", - "12:03:02\tCompleted 3133 to KZ316200: 2473.3597890275682\n", - "12:03:02\tCompleted 3111 to KZ635400: 4706.810926443559\n", - "12:03:02\tCompleted 3061 to KZ614800: 2209.937641616895\n", - "12:03:02\tCompleted 3074 to KZ315600: 1987.3670666174007\n", - "12:03:02\tCompleted 3132 to KZ352000: 1485.7179464694038\n", - "12:03:02\tCompleted 3080 to KZ635800: 1250.0162556289147\n", - "12:03:02\tCompleted 3138 to KZ117000: 1875.7329794374148\n", - "12:03:02\tCompleted 3058 to KZ351600: 932.5534318438074\n", - "12:03:03\tCompleted 3090 to KZ233600: 2603.698239515665\n", - "12:03:03\tCompleted 3127 to KZ614600: 1515.3256353132467\n", - "12:03:03\tCompleted 3096 to KZ632400: 4464.552242414983\n", - "12:03:03\tCompleted 3069 to KZ393600: 233.67934101622618\n", - "12:03:03\tCompleted 3125 to KZ315400: 1456.014244284338\n", - "12:03:03\tCompleted 3100 to KZ116400: 398.3470755180568\n", - "12:03:03\tCompleted 3070 to KZ614800: 2233.3837312158535\n", - "12:03:03\tCompleted 3097 to KZ394000: 1482.2313844914008\n", - "12:03:03\tCompleted 3092 to KZ614400: 2116.329070203674\n", - "12:03:03\tCompleted 3072 to KZ114800: 655.1871588275902\n", - "12:03:03\tCompleted 3120 to KZ395400: 1105.485446430893\n", - "12:03:03\tCompleted 3098 to KZ791510: 1693.2533877802434\n", - "12:03:03\tCompleted 3075 to KZ396200: 1444.9757006199775\n", - "12:03:03\tCompleted 3106 to KZ554200: 3801.887918645465\n", - "12:03:03\tCompleted 3118 to KZ195000: 1431.7133389705893\n", - "12:03:03\tCompleted 3089 to KZ193600: 1701.438334774883\n", - "12:03:04\tCompleted 3128 to KZ276600: 3901.3586986390005\n", - "12:03:04\tCompleted 3109 to KZ114600: 3401.271612329205\n", - "12:03:04\tCompleted 3122 to KZ271000: 2962.452740010406\n", - "12:03:04\tCompleted 3126 to KZ593400: 1558.4270926498896\n", - "12:03:04\tCompleted 3059 to KZ395600: 645.3158669190922\n", - "12:03:04\tCompleted 3058 to KZ354000: 505.04241678721036\n", - "12:03:04\tCompleted 3066 to KZ116800: 1101.581430049484\n", - "12:03:04\tCompleted 3121 to KZ791510: 1604.398300893291\n", - "12:03:04\tCompleted 3132 to KZ354800: 810.8131287838683\n", - "12:03:04\tCompleted 3053 to KZ473600: 3001.0109656306736\n", - "12:03:04\tCompleted 3103 to KZ632200: 833.0086921017522\n", - "12:03:04\tCompleted 3069 to KZ396400: 123.60974198950639\n", - "12:03:04\tCompleted 3139 to KZ194800: 3661.5467315834435\n", - "12:03:04\tCompleted 3119 to KZ636200: 1431.5083171383028\n", - "12:03:04\tCompleted 3100 to KZ116800: 185.9482218260316\n", - "12:03:04\tCompleted 3131 to KZ196400: 1203.6749607936263\n", - "12:03:04\tCompleted 3073 to KZ194600: 1692.6146379473341\n", - "12:03:04\tCompleted 3072 to KZ111010: 156.8074460782891\n", - "12:03:05\tCompleted 3080 to KZ636200: 917.5136401241266\n", - "12:03:05\tCompleted 3068 to KZ633600: 1913.0067249623617\n", - "12:03:05\tCompleted 3104 to KZ434000: 1873.5954852474151\n", - "12:03:05\tCompleted 3069 to KZ394000: 355.54459135533284\n", - "12:03:05\tCompleted 3055 to KZ276000: 2298.1904155717802\n", - "12:03:05\tCompleted 3058 to KZ351000: 469.0787835866261\n", - "12:03:05\tCompleted 3083 to KZ395600: 1563.7976691648014\n", - "12:03:05\tCompleted 3077 to KZ271000: 1957.2134084379904\n", - "12:03:06\tCompleted 3079 to KZ195800: 2898.487776595428\n", - "12:03:06\tCompleted 3100 to KZ111810: 187.28291005113368\n", - "12:03:06\tCompleted 3095 to KZ193600: 1437.8873382331094\n", - "12:03:06\tCompleted 3138 to KZ114400: 1798.2190437257984\n", - "12:03:06\tCompleted 3066 to KZ111810: 1079.1653451040088\n", - "12:03:06\tCompleted 3136 to KZ612000: 2661.410452646136\n", - "12:03:06\tCompleted 3072 to KZ116000: 371.41650180939644\n", - "12:03:06\tCompleted 3102 to KZ196200: 1620.8465831788735\n", - "12:03:06\tCompleted 3112 to KZ435200: 1526.0166134633287\n", - "12:03:06\tCompleted 3124 to KZ196600: 3631.9108557936092\n", - "12:03:06\tCompleted 3120 to KZ392000: 1222.4091415111322\n", - "12:03:06\tCompleted 3054 to KZ614400: 2226.0285960181404\n", - "12:03:06\tCompleted 3069 to KZ396800: 133.86801930429942\n", - "12:03:06\tCompleted 3076 to KZ612600: 2172.853057641733\n", - "12:03:06\tCompleted 3109 to KZ114800: 2347.7040411388466\n", - "12:03:06\tCompleted 3059 to KZ395800: 1029.6480579255117\n", - "12:03:07\tCompleted 3052 to KZ311000: 2090.4999845024026\n", - "12:03:07\tCompleted 3097 to KZ396800: 1228.3238420518044\n", - "12:03:07\tCompleted 3126 to KZ594200: 1786.86141733365512:03:07\tCompleted 3075 to KZ396600: 1452.8945414111768\n", - "\n", - "12:03:07\tCompleted 3114 to KZ556000: 3622.2377143705485\n", - "12:03:07\tCompleted 3086 to KZ791110: 2188.5841972239596\n", - "12:03:07\tCompleted 3132 to KZ355200: 1473.2879804566692\n", - "12:03:07\tCompleted 3125 to KZ315600: 1582.4633131821863\n", - "12:03:07\tCompleted 3090 to KZ633200: 1601.058444943504\n", - "12:03:07\tCompleted 3074 to KZ316000: 2076.3426785348174\n", - "12:03:07\tCompleted 3072 to KZ116400: 248.03987496054737\n", - "12:03:07\tCompleted 3131 to KZ196800: 1369.8528013091588\n", - "12:03:07\tCompleted 3106 to KZ791110: 2938.3267775956792\n", - "12:03:07\tCompleted 3058 to KZ352000: 826.3793288492924\n", - "12:03:08\tCompleted 3110 to KZ751710: 3938.251234752867\n", - "12:03:08\tCompleted 3087 to KZ274000: 2360.5576207207296\n", - "12:03:08\tCompleted 3069 to KZ394800: 327.8516114105914\n", - 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"text": [ - "12:04:35\tCompleted 3139 to KZ751810: 3103.7417241303633\n", - "12:04:36\tCompleted 3133 to KZ356400: 2501.5668003731553\n", - "12:04:36\tCompleted 3080 to KZ355600: 725.3182008313648\n", - "12:04:36\tCompleted 3131 to KZ234600: 4846.891161932358\n", - "12:04:36\tCompleted 3056 to KZ154200: 1450.1685636221514\n", - "12:04:36\tCompleted 3109 to KZ196400: 4521.855514529329\n", - "12:04:36\tCompleted 3075 to KZ474200: 3985.9885511757852\n", - "12:04:36\tCompleted 3106 to KZ275000: 417.13738765324507\n", - "12:04:36\tCompleted 3057 to KZ751510: 2575.8842876819217\n", - "12:04:37\tCompleted 3124 to KZ633400: 3356.831638304344\n", - "12:04:37\tCompleted 3123 to KZ156000: 2010.114869489612\n", - "12:04:37\tCompleted 3136 to KZ275000: 4232.497925401286\n", - "12:04:37\tCompleted 3079 to KZ751510: 2469.4967288325315\n", - "12:04:37\tCompleted 3052 to KZ392400: 845.7087119918307\n", - "12:04:37\tCompleted 3094 to KZ153200: 2240.7366629232893\n", - "12:04:37\tCompleted 3072 to KZ155600: 2230.494941544628\n", - 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"text": [ - "12:07:06\tCompleted 3058 to KZ791310: 1924.379420916561\n", - "12:07:07\tCompleted 3104 to KZ275400: 3637.1130720892347\n", - "12:07:07\tCompleted 3132 to KZ593600: 1614.0757417882169\n", - "12:07:07\tCompleted 3111 to KZ393400: 2003.3003350643203\n", - "12:07:07\tCompleted 3117 to KZ196600: 1948.5664313644816\n", - "12:07:07\tCompleted 3109 to KZ234200: 1213.8642587645675\n", - "12:07:07\tCompleted 3137 to KZ193400: 2404.7289217664033\n", - "12:07:07\tCompleted 3073 to KZ314200: 2096.4574534756985\n", - "12:07:07\tCompleted 3068 to KZ356000: 1068.6396586972774\n", - "12:07:07\tCompleted 3126 to KZ274200: 4929.597635477893\n", - "12:07:07\tCompleted 3059 to KZ613900: 2377.8723336032817\n", - "12:07:08\tCompleted 3095 to KZ636800: 1251.5435540071892\n", - "12:07:08\tCompleted 3087 to KZ114600: 1785.0964516553934\n", - "12:07:08\tCompleted 3097 to KZ791510: 1672.1852597547968\n", - "12:07:08\tCompleted 3080 to KZ435200: 2112.884870127331\n", - "12:07:08\tCompleted 3103 to KZ434400: 2106.429149375436\n", - 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"\n", - "12:07:09\tCompleted 3088 to KZ751110: 1710.6763724287473\n", - "12:07:09\tCompleted 3093 to KZ154600: 2217.6609343044374\n", - "12:07:09\tCompleted 3128 to KZ154600: 3262.411205038038\n", - "12:07:09\tCompleted 3073 to KZ353200: 790.3768623399211\n", - "12:07:09\tCompleted 3119 to KZ474600: 3159.434565263765\n", - "12:07:09\tCompleted 3087 to KZ114800: 767.9784319483329\n", - "12:07:09\tCompleted 3063 to KZ193200: 2434.869010456982\n", - "12:07:10\tCompleted 3116 to KZ193200: 1795.319781858839\n", - "12:07:10\tCompleted 3132 to KZ595200: 1611.5258748454528\n", - "12:07:10\tCompleted 3100 to KZ234200: 3638.8420523515974\n", - "12:07:10\tCompleted 3094 to KZ195800: 1946.7153077014527\n", - "12:07:10\tCompleted 3127 to KZ113400: 64.1510993767786\n", - "12:07:10\tCompleted 3108 to KZ195200: 1548.2132414322077\n", - "12:07:10\tCompleted 3120 to KZ616400: 2434.675375124602\n", - "12:07:10\tCompleted 3133 to KZ593600: 2255.6246914564317\n", - "12:07:10\tCompleted 3109 to KZ234800: 824.86049577733\n", - 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"12:07:30\tCompleted 3074 to KZ593400: 874.3572399960786\n", - "12:07:30\tCompleted 3138 to KZ234200: 1739.627959579725\n", - "12:07:30\tCompleted 3111 to KZ395000: 1897.6942742541198\n", - "12:07:30\tCompleted 3075 to KZ614800: 2485.290097186385\n", - "12:07:30\tCompleted 3095 to KZ631000: 1316.0935105743574\n", - "12:07:30\tCompleted 3127 to KZ111810: 286.3878202795328\n", - "12:07:30\tCompleted 3119 to KZ471800: 3370.216332636866\n", - "12:07:30\tCompleted 3125 to KZ553200: 696.2403098044379\n", - "12:07:30\tCompleted 3090 to KZ431900: 1712.0390645820557\n", - "12:07:30\tCompleted 3093 to KZ156400: 2366.905371556336\n", - "12:07:30\tCompleted 3139 to KZ314000: 2454.623420261229\n", - "12:07:30\tCompleted 3056 to KZ196600: 2880.8666624787634\n", - "12:07:30\tCompleted 3094 to KZ192600: 1650.6894326916681\n", - "12:07:30\tCompleted 3097 to KZ614000: 1705.8325423157596\n", - "12:07:31\tCompleted 3052 to KZ791110: 2149.9050751910213\n", - "12:07:31\tCompleted 3068 to KZ391000: 28.358430771680517\n", - "12:07:31\tCompleted 3133 to KZ596200: 1604.021095125016\n", - "12:07:31\tCompleted 3103 to KZ434000: 1891.2196016265978\n", - "12:07:31\tCompleted 3073 to KZ352100: 1361.7782182065778\n", - "12:07:31\tCompleted 3089 to KZ314000: 1980.4142170952482\n", - "12:07:31\tCompleted 3132 to KZ711110: 1019.877702560021\n", - "12:07:31\tCompleted 3118 to KZ316000: 1483.5634478591714\n", - "12:07:31\tCompleted 3087 to KZ115600: 1166.2458604545195\n", - "12:07:31\tCompleted 3102 to KZ352100: 923.8168961433489\n", - "12:07:31\tCompleted 3119 to KZ593200: 487.6668484058892\n", - "12:07:31\tCompleted 3058 to KZ614000: 1956.5672286237734\n", - "12:07:32\tCompleted 3137 to KZ196800: 2056.9887413370766\n", - "12:07:32\tCompleted 3100 to KZ235200: 2935.353573988635612:07:32\tCompleted 3059 to KZ614800: 2372.662115290929\n", - "\n", - "12:07:32\tCompleted 3117 to KZ751410: 1573.522072718693\n", - "12:07:32\tCompleted 3125 to KZ553600: 647.243308039411\n", - "12:07:32\tCompleted 3068 to KZ395400: 70.7170480173737\n", - "12:07:32\tCompleted 3110 to KZ352200: 3144.761571821881\n", - "12:07:32\tCompleted 3096 to KZ435200: 2433.903742006881\n", - "12:07:32\tCompleted 3057 to KZ634400: 2400.6361175786055\n", - "12:07:32\tCompleted 3088 to KZ751910: 1702.0440285762\n", - "12:07:32\tCompleted 3074 to KZ594200: 1136.3576557724205\n", - "12:07:32\tCompleted 3077 to KZ196000: 2675.2873184387104\n", - "12:07:32\tCompleted 3071 to KZ193400: 1713.708324934551\n", - "12:07:33\tCompleted 3073 to KZ352200: 737.7220475513334\n", - "12:07:33\tCompleted 3087 to KZ115200: 889.932557606342\n", - "12:07:33\tCompleted 3122 to KZ156000: 2001.6722287548089\n", - "12:07:33\tCompleted 3111 to KZ395200: 1975.8950069886964\n", - "12:07:33\tCompleted 3102 to KZ352200: 263.8832005299616412:07:33\tCompleted 3124 to KZ353200: 2534.9786344952417\n", - "\n", - "12:07:33\tCompleted 3120 to KZ613800: 1885.6503851000318\n", - "12:07:33\tCompleted 3068 to KZ392000: 142.6101730552664\n", - "12:07:33\tCompleted 3132 to KZ711410: 1018.2110575146154\n", - "12:07:33\tCompleted 3080 to KZ471000: 3978.265144734148\n", - "12:07:33\tCompleted 3119 to KZ595800: 591.5864584462664\n", - "12:07:33\tCompleted 3116 to KZ196800: 1390.9153865267388\n", - "12:07:33\tCompleted 3066 to KZ234600: 2848.6866092057594\n", - "12:07:33\tCompleted 3063 to KZ196400: 2430.0456268665334\n", - "12:07:33\tCompleted 3099 to KZ156000: 1885.6018943188126\n", - "12:07:34\tCompleted 3125 to KZ552200: 538.7753660176838\n", - "12:07:34\tCompleted 3129 to KZ196200: 3227.2402319706976\n", - "12:07:34\tCompleted 3128 to KZ155600: 3324.500421869843\n", - "12:07:34\tCompleted 3138 to KZ234600: 1854.7982580178068\n", - "12:07:34\tCompleted 3109 to KZ633400: 4080.263863836111\n", - "12:07:34\tCompleted 3131 to KZ394000: 2572.3570029804932\n", - "12:07:34\tCompleted 3068 to KZ395600: 171.84476302104622\n", - "12:07:34\tCompleted 3091 to KZ274000: 3906.147138186229\n", - "12:07:34\tCompleted 3078 to KZ751810: 1776.8885657852497\n", - "12:07:34\tCompleted 3087 to KZ115400: 1015.4831788893962\n", - "12:07:34\tCompleted 3067 to KZ636200: 2413.2920472244564\n", - "12:07:34\tCompleted 3127 to KZ116600: 1219.4584405567273\n", - "12:07:34\tCompleted 3119 to KZ593400: 400.973721094126112:07:34\tCompleted 3108 to KZ195600: 2104.1837609281015\n", - "\n", - "12:07:35\tCompleted 3055 to KZ193600: 2469.792349775366\n", - "12:07:35\tCompleted 3112 to KZ276600: 2912.4569097745825\n", - "12:07:35\tCompleted 3089 to KZ314800: 1680.533213387592\n", - "12:07:35\tCompleted 3074 to KZ596600: 1237.2431733491858\n", - "12:07:35\tCompleted 3090 to KZ434600: 1749.938588832261\n", - "12:07:35\tCompleted 3123 to KZ751910: 1547.7110067657056\n", - "12:07:35\tCompleted 3132 to KZ711210: 1031.6942439545612\n", - "12:07:35\tCompleted 3104 to KZ274800: 3288.1001462565073\n", - "12:07:35\tCompleted 3069 to KZ615600: 2556.4907723369915\n", - "12:07:35\tCompleted 3125 to KZ554600: 620.9518385194949\n", - "12:07:35\tCompleted 3083 to KZ614800: 2441.1061531378086\n", - "12:07:35\tCompleted 3102 to KZ352300: 822.7140256622636\n", - "12:07:35\tCompleted 3095 to KZ634600: 1774.8230380397717\n", - "12:07:36\tCompleted 3075 to KZ615400: 2376.19397935931212:07:36\tCompleted 3118 to KZ316600: 1418.3958961356593\n", - "\n", - "12:07:36\tCompleted 3096 to KZ434800: 2355.4699777301635\n", - "12:07:36\tCompleted 3053 to KZ275800: 2543.354984785614\n", - "12:07:36\tCompleted 3079 to KZ314800: 2379.9638828847715\n", - "12:07:36\tCompleted 3068 to KZ395800: 672.1132930300723\n", - "12:07:36\tCompleted 3052 to KZ791310: 2125.7821916331154\n", - "12:07:36\tCompleted 3111 to KZ391000: 1787.4615181968275\n", - "12:07:36\tCompleted 3138 to KZ234800: 915.7621843633416\n", - "12:07:36\tCompleted 3087 to KZ151000: 922.3938886029079\n", - "12:07:36\tCompleted 3133 to KZ596400: 2473.088274102296\n", - "12:07:36\tCompleted 3072 to KZ234600: 3639.4369874115064\n", - "12:07:36\tCompleted 3127 to KZ115600: 450.46016848308744\n", - "12:07:36\tCompleted 3119 to KZ594200: 580.8314701576378\n", - "12:07:36\tCompleted 3094 to KZ196600: 1909.7663892812861\n", - "12:07:36\tCompleted 3073 to KZ352300: 1430.6131479261333\n", - "12:07:36\tCompleted 3139 to KZ314800: 2953.9107251356595\n", - "12:07:36\tCompleted 3110 to KZ352300: 2482.1200219054763\n", - "12:07:36\tCompleted 3071 to KZ193600: 1579.8160631890812\n", - "12:07:37\tCompleted 3088 to KZ751510: 1702.6053046168818\n", - "12:07:37\tCompleted 3097 to KZ613900: 1982.5842414569536\n", - "12:07:37\tCompleted 3102 to KZ352800: 264.56704367106045\n", - "12:07:37\tCompleted 3117 to KZ751710: 1609.2380265489537\n", - "12:07:37\tCompleted 3068 to KZ392400: 48.33452377915606\n", - "12:07:37\tCompleted 3093 to KZ155600: 2279.7501511362752\n", - "12:07:37\tCompleted 3116 to KZ191600: 1442.9047925927473\n", - "12:07:37\tCompleted 3058 to KZ613900: 2233.3189277649626\n", - "12:07:37\tCompleted 3074 to KZ595000: 1071.6831920368868\n", - "12:07:37\tCompleted 3132 to KZ711310: 1036.9077433546836\n", - "12:07:37\tCompleted 3137 to KZ191600: 2108.9781474030806\n", - "12:07:38\tCompleted 3059 to KZ615400: 2263.565997463855\n", - "12:07:38\tCompleted 3087 to KZ153200: 972.587496031655612:07:38\tCompleted 3056 to KZ194200: 2382.8164046513384\n", - "\n", - "12:07:38\tCompleted 3066 to KZ234800: 1911.7416861510776\n", - "12:07:38\tCompleted 3073 to KZ352800: 762.3249769404428\n", - "12:07:38\tCompleted 3127 to KZ115200: 643.9422829693499\n", - "12:07:38\tCompleted 3068 to KZ396200: 397.50810722956203\n", - "12:07:38\tCompleted 3125 to KZ555600: 1158.9965550842344\n", - "12:07:38\tCompleted 3119 to KZ596600: 681.7169877344027\n", - "12:07:38\tCompleted 3138 to KZ235200: 1036.1394812167368\n", - "12:07:38\tCompleted 3131 to KZ396800: 2318.4494605409063\n", - "12:07:38\tCompleted 3111 to KZ395400: 1825.837902395487\n", - "12:07:38\tCompleted 3124 to KZ353600: 3262.2798347551798\n", - "12:07:38\tCompleted 3103 to KZ471000: 3407.01107383368\n", - "12:07:39\tCompleted 3078 to KZ751910: 1759.013581245583\n", - "12:07:39\tCompleted 3100 to KZ235600: 3030.3913400090405\n", - "12:07:39\tCompleted 3063 to KZ196800: 2030.4646151249078\n", - "12:07:39\tCompleted 3077 to KZ191000: 2553.7771252033012\n", - "12:07:39\tCompleted 3132 to KZ555200: 455.61838594414365\n", - "12:07:39\tCompleted 3102 to KZ356400: 581.6465321336235\n", - "12:07:39\tCompleted 3122 to KZ154600: 2299.8096594999274\n", - "12:07:39\tCompleted 3128 to KZ156800: 2722.5109556978205\n", - "12:07:39\tCompleted 3096 to KZ433600: 2171.113505880028\n", - "12:07:39\tCompleted 3087 to KZ153400: 556.2588254015207\n", - "12:07:39\tCompleted 3133 to KZ594600: 1698.434014025653\n", - "12:07:39\tCompleted 3095 to KZ634400: 1296.541000951655\n", - "12:07:39\tCompleted 3089 to KZ315400: 1643.08056146842\n", - "12:07:39\tCompleted 3109 to KZ633600: 3851.088523247681\n", - "12:07:39\tCompleted 3057 to KZ313600: 2858.5797673437164\n", - "12:07:40\tCompleted 3099 to KZ154600: 2183.7393250639348\n", - "12:07:40\tCompleted 3120 to KZ273200: 3069.139388326061\n", - "12:07:40\tCompleted 3123 to KZ751510: 1540.19953283616112:07:40\tCompleted 3068 to KZ396600: 309.2132393770304\n", - "\n", - "12:07:40\tCompleted 3074 to KZ593600: 1186.2317963211804\n", - "12:07:40\tCompleted 3119 to KZ595000: 516.1570064221042\n", - "12:07:40\tCompleted 3125 to KZ551000: 613.8679608680662\n", - "12:07:40\tCompleted 3102 to KZ352400: 214.83585412203013\n", - "12:07:40\tCompleted 3094 to KZ194200: 1411.716131453821\n", - "12:07:40\tCompleted 3090 to KZ434400: 1786.863601176355412:07:40\tCompleted 3129 to KZ192600: 3500.5911597907066\n", - "\n", - "12:07:40\tCompleted 3080 to KZ473600: 3559.290378711205\n", - "12:07:40\tCompleted 3132 to KZ551600: 593.6981364268707\n", - "12:07:40\tCompleted 3108 to KZ195800: 1968.4893612780725\n", - "12:07:40\tCompleted 3138 to KZ235600: 1131.177247237165\n", - "12:07:41\tCompleted 3127 to KZ115400: 864.5150548350069\n", - "12:07:41\tCompleted 3073 to KZ356400: 1053.8153790787014\n", - "12:07:41\tCompleted 3118 to KZ316200: 1750.4453116640184\n", - "12:07:41\tCompleted 3111 to KZ392000: 1622.7437764420206\n", - "12:07:41\tCompleted 3075 to KZ615200: 2155.6768341433262\n", - "12:07:41\tCompleted 3071 to KZ194000: 1773.8442436206742\n", - "12:07:41\tCompleted 3128 to KZ193200: 1091.896799433345412:07:41\tCompleted 3091 to KZ274200: 4013.46312634599512:07:41\tCompleted 3097 to KZ612000: 1502.841442280916\n", - "\n", - "\n", - "12:07:41\tCompleted 3110 to KZ352800: 3145.4454149629787\n", - "12:07:41\tCompleted 3052 to KZ791510: 2124.3227167793643\n", - "12:07:41\tCompleted 3069 to KZ615800: 2394.682740277567\n", - "12:07:41\tCompleted 3116 to KZ195200: 1463.959121670044\n", - "12:07:41\tCompleted 3117 to KZ751810: 1563.0970943150523\n", - "12:07:41\tCompleted 3139 to KZ315400: 2641.1496064557077\n", - "12:07:42\tCompleted 3068 to KZ394200: 821.8618036214293\n", - "12:07:42\tCompleted 3058 to KZ612000: 1753.576128588929812:07:42\tCompleted 3055 to KZ194000: 2663.8205302069186\n", - "\n", - "12:07:42\tCompleted 3119 to KZ593600: 630.7056107063975\n", - "12:07:42\tCompleted 3083 to KZ615400: 2332.010035310735\n", - "12:07:42\tCompleted 3125 to KZ556000: 661.9893430760834\n", - "12:07:42\tCompleted 3067 to KZ636400: 2830.40670791604\n", - "12:07:42\tCompleted 3079 to KZ315400: 2342.511230965588\n", - "12:07:42\tCompleted 3112 to KZ275000: 2788.7716704488375\n", - "12:07:42\tCompleted 3104 to KZ275800: 2757.682970244929\n", - "12:07:42\tCompleted 3093 to KZ156800: 1677.7606849642004\n", - "12:07:42\tCompleted 3132 to KZ553200: 884.4507912961309\n", - "12:07:42\tCompleted 3087 to KZ153600: 1525.2015901818513\n", - "12:07:42\tCompleted 3066 to KZ235200: 2030.0278324047283\n", - "12:07:42\tCompleted 3092 to KZ113200: 321.725778287633\n", - "12:07:42\tCompleted 3073 to KZ352400: 701.4542646247106\n", - "12:07:43\tCompleted 3053 to KZ276000: 2959.186010540649\n", - "12:07:43\tCompleted 3074 to KZ595200: 1183.6819293784165\n", - "12:07:43\tCompleted 3096 to KZ434000: 2906.3171990451883\n", - "12:07:43\tCompleted 3137 to KZ195200: 2130.032476480373\n", - "12:07:43\tCompleted 3138 to KZ233600: 1136.939236037281\n", - "12:07:43\tCompleted 3078 to KZ751510: 1759.574857286265\n", - "12:07:43\tCompleted 3068 to KZ394400: 393.47404043265755\n", - "12:07:43\tCompleted 3128 to KZ193400: 768.7068596617958\n", - "12:07:43\tCompleted 3131 to KZ394800: 2497.1040292389584\n", - "12:07:43\tCompleted 3102 to KZ356000: 939.9845110777336\n", - "12:07:43\tCompleted 3088 to KZ231000: 3475.0450547171367\n", - "12:07:43\tCompleted 3133 to KZ711110: 2164.1079232906222\n", - "12:07:44\tCompleted 3111 to KZ395600: 1936.3099824229905\n", - "12:07:44\tCompleted 3090 to KZ431000: 1464.1664473221551\n", - "12:07:44\tCompleted 3119 to KZ595200: 628.1557437636336\n", - "12:07:44\tCompleted 3087 to KZ154000: 860.2041481883581\n", - "12:07:44\tCompleted 3092 to KZ113400: 340.2445373642528\n", - "12:07:44\tCompleted 3132 to KZ553600: 816.1567012393455\n", - "12:07:44\tCompleted 3089 to KZ315600: 1769.5296303662683\n", - "12:07:44\tCompleted 3124 to KZ351600: 2891.685438722345\n", - "12:07:44\tCompleted 3063 to KZ191600: 2082.4540211909143\n", - "12:07:44\tCompleted 3072 to KZ234800: 2773.1383632471225\n", - "12:07:44\tCompleted 3094 to KZ751210: 1509.934310762297\n", - "12:07:44\tCompleted 3125 to KZ556800: 862.6772679480255\n", - "12:07:45\tCompleted 3059 to KZ615200: 2043.0488522478727\n", - "12:07:45\tCompleted 3074 to KZ591000: 1073.8976581309544\n", - "12:07:45\tCompleted 3095 to KZ313600: 1858.506584701861\n", - "12:07:45\tCompleted 3096 to KZ471000: 1831.8676963858547\n", - "12:07:45\tCompleted 3100 to KZ233600: 3036.153328809165\n", - "12:07:45\tCompleted 3077 to KZ196200: 2549.1432740164837\n", - "12:07:45\tCompleted 3108 to KZ196000: 1738.6178354048247\n", - "12:07:45\tCompleted 3118 to KZ311000: 1603.6687143668182\n", - "12:07:45\tCompleted 3122 to KZ154800: 2182.990339751913\n", - "12:07:45\tCompleted 3092 to KZ113600: 474.34161137069094\n", - "12:07:45\tCompleted 3099 to KZ154800: 2066.9200053159193\n", - "12:07:45\tCompleted 3056 to KZ751210: 2481.034583959793\n", - "12:07:45\tCompleted 3116 to KZ195000: 1392.4996304954461\n", - "12:07:45\tCompleted 3119 to KZ591000: 518.3714725161715\n", - "12:07:46\tCompleted 3109 to KZ633800: 4151.673870728193\n", - "12:07:46\tCompleted 3102 to KZ354400: 928.1273162039571\n", - "12:07:46\tCompleted 3132 to KZ552200: 856.6091949325661\n", - "12:07:46\tCompleted 3110 to KZ356400: 3294.032539533442\n", - "12:07:46\tCompleted 3087 to KZ154200: 1162.8401871576789\n", - "12:07:46\tCompleted 3117 to KZ751910: 1564.035775951275\n", - "12:07:46\tCompleted 3057 to KZ314000: 2641.0135027000265\n", - "12:07:46\tCompleted 3052 to KZ791710: 2096.8037908656124\n", - "12:07:46\tCompleted 3103 to KZ473600: 2988.0363078107366\n", - "12:07:46\tCompleted 3069 to KZ612600: 2104.0627513920817\n", - "12:07:47\tCompleted 3127 to KZ151000: 2249.7236318532064\n", - "12:07:47\tCompleted 3071 to KZ196400: 1983.695992264969812:07:47\tCompleted 3129 to KZ196600: 3546.306883845978\n", - "\n", - "12:07:47\tCompleted 3068 to KZ433200: 1650.3280569522447\n", - "12:07:47\tCompleted 3125 to KZ554800: 867.3727559924811\n", - "12:07:47\tCompleted 3123 to KZ231000: 3004.5570806067603\n", - 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"\n", - "12:09:12\tCompleted 3125 to KZ615600: 1661.3523603687493\n", - "12:09:12\tCompleted 3052 to KZ616000: 2169.1880424962123\n", - "12:09:12\tCompleted 3099 to KZ194800: 1930.7838255667702\n", - "12:09:12\tCompleted 3120 to KZ274200: 3718.8779909846335\n", - "12:09:12\tCompleted 3133 to KZ554200: 3016.7653252356718\n", - "12:09:12\tCompleted 3055 to KZ191000: 2616.029402990104\n", - "12:09:12\tCompleted 3097 to KZ273600: 2842.85652764651\n", - "12:09:12\tCompleted 3072 to KZ636200: 1524.8774076840768\n", - "12:09:12\tCompleted 3074 to KZ612000: 2062.554276843532\n", - "12:09:12\tCompleted 3096 to KZ555200: 3709.307409725422\n", - "12:09:12\tCompleted 3073 to KZ396200: 1494.7013933289197\n", - "12:09:12\tCompleted 3114 to KZ111010: 2805.657907012153\n", - "12:09:12\tCompleted 3100 to KZ314800: 1405.8333825511293\n", - "12:09:12\tCompleted 3071 to KZ751210: 1640.653838573337212:09:12\tCompleted 3079 to KZ356400: 1503.2721552547766\n", - "\n", - "12:09:12\tCompleted 3128 to KZ234000: 4167.326462777732\n", - 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"12:10:57\tCompleted 3053 to KZ113800: 544.304892573403\n", - "12:10:57\tCompleted 3117 to KZ311000: 1665.735114160414512:10:57\tCompleted 3133 to KZ273600: 692.1068897617733\n", - "\n", - "12:10:57\tCompleted 3108 to KZ634400: 1367.7782098289438\n", - "12:10:57\tCompleted 3137 to KZ633400: 1931.6542980740294\n", - "12:10:57\tCompleted 3125 to KZ274000: 3619.414687870981\n", - "12:10:57\tCompleted 3086 to KZ153600: 3081.18188012322\n", - "12:10:57\tCompleted 3090 to KZ612000: 1756.5335167506576\n", - "12:10:57\tCompleted 3061 to KZ156000: 1722.456728338593812:10:57\tCompleted 3131 to KZ711410: 1120.779895974066\n", - "\n", - "12:10:57\tCompleted 3067 to KZ431000: 1680.6551086417624\n", - "12:10:57\tCompleted 3100 to KZ395200: 864.1651427123647\n", - "12:10:58\tCompleted 3076 to KZ153600: 3230.8347807074206\n", - "12:10:58\tCompleted 3094 to KZ315600: 1517.1878309694262\n", - "12:10:58\tCompleted 3054 to KZ195600: 2410.7487178734914\n", - "12:10:58\tCompleted 3087 to KZ751310: 2873.228941275917\n", - 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"\n", - "12:12:18\tCompleted 3075 to KZ116000: 794.9136235718705\n", - "12:12:18\tCompleted 3071 to KZ313600: 2000.4353096578327\n", - "12:12:18\tCompleted 3110 to KZ611600: 2854.1808721791044\n", - "12:12:18\tCompleted 3079 to KZ556800: 1737.7040526361275\n", - "12:12:18\tCompleted 3073 to KZ791310: 2231.286501359288\n", - "12:12:18\tCompleted 3097 to KZ111010: 309.86783928939093\n", - "12:12:18\tCompleted 3055 to KZ632200: 1834.4722350438858\n", - "12:12:18\tCompleted 3109 to KZ396200: 2362.2749823848994\n", - "12:12:18\tCompleted 3087 to KZ633200: 2564.369477604882\n", - "12:12:18\tCompleted 3099 to KZ635200: 1808.528248094541\n", - "12:12:18\tCompleted 3118 to KZ554800: 776.2451296316938\n", - "12:12:19\tCompleted 3067 to KZ595200: 644.1340728424959\n", - "12:12:19\tCompleted 3088 to KZ396600: 1437.9844609699717\n", - "12:12:19\tCompleted 3139 to KZ711110: 2175.8203077514295\n", - "12:12:19\tCompleted 3106 to KZ751410: 3889.9200572334576\n", - "12:12:19\tCompleted 3121 to KZ195800: 1956.101493254869\n", - 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"text": [ - "12:12:21\tCompleted 3097 to KZ116400: 401.1002681716495\n", - "12:12:21\tCompleted 3057 to KZ551600: 1558.706659935235\n", - "12:12:21\tCompleted 3059 to KZ196800: 1860.1110002592404\n", - "12:12:21\tCompleted 3129 to KZ314200: 2382.1602953549295\n", - "12:12:21\tCompleted 3066 to KZ394400: 422.1700866958475\n", - "12:12:21\tCompleted 3116 to KZ355200: 492.1199342029131\n", - "12:12:21\tCompleted 3080 to KZ276200: 3458.5264684845347\n", - "12:12:21\tCompleted 3089 to KZ596000: 715.283221528163\n", - "12:12:21\tCompleted 3056 to KZ316200: 2634.583218761291\n", - "12:12:21\tCompleted 3109 to KZ396600: 2273.9801145323627\n", - "12:12:22\tCompleted 3114 to KZ751110: 4012.6354901406703\n", - "12:12:22\tCompleted 3108 to KZ393200: 1044.7774237532742\n", - "12:12:22\tCompleted 3095 to KZ596200: 783.3194149815149\n", - "12:12:22\tCompleted 3133 to KZ153200: 76.82041493395427\n", - "12:12:22\tCompleted 3136 to KZ151000: 3605.402709457953\n", - "12:12:22\tCompleted 3075 to KZ116800: 696.6174885214463\n", - 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"12:14:45\tCompleted 3099 to KZ391600: 877.2611329613238\n", - "12:14:45\tCompleted 3176 to KZ352400: 2655.0288066806866\n", - "12:14:45\tCompleted 3161 to KZ114600: 595.1550907862569\n", - "12:14:45\tCompleted 3140 to KZ194000: 1506.5119414243618\n", - "12:14:45\tCompleted 3143 to KZ434800: 2689.546813205145\n", - "12:14:45\tCompleted 3142 to KZ316600: 3007.0170216598017\n", - "12:14:45\tCompleted 3152 to KZ611600: 2572.535609488152\n", - "12:14:45\tCompleted 3169 to KZ635400: 2001.5817627298738\n", - "12:14:45\tCompleted 3174 to KZ156800: 1885.6551537947923\n", - "12:14:45\tCompleted 3177 to KZ594200: 1935.6332149700509\n", - "12:14:45\tCompleted 3159 to KZ791110: 1583.086990591865\n", - "12:14:45\tCompleted 3156 to KZ314000: 1532.325624382789\n", - "12:14:45\tCompleted 3146 to KZ114800: 987.2482681280115\n", - "12:14:45\tCompleted 3063 to KZ393600: 444.63833808795135\n", - "12:14:45\tCompleted 3088 to KZ596000: 883.8934196377737\n", - "12:14:45\tCompleted 3151 to KZ475000: 1646.7915790809438\n", - 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"12:15:05\tCompleted 3176 to KZ393400: 1655.418729504609212:15:05\tCompleted 3168 to KZ196400: 1074.1157545038313\n", - "\n", - "12:15:05\tCompleted 3094 to KZ596600: 694.1720752046673\n", - "12:15:06\tCompleted 3129 to KZ435200: 1653.0231793844378\n", - "12:15:06\tCompleted 3055 to KZ352000: 1480.5555546857827\n", - "12:15:06\tCompleted 3079 to KZ276000: 2216.1342397576827\n", - "12:15:06\tCompleted 3144 to KZ612600: 1456.2477340539824\n", - "12:15:06\tCompleted 3141 to KZ751710: 3997.7343735449795\n", - "12:15:06\tCompleted 3157 to KZ394400: 1651.1337032781132\n", - "12:15:06\tCompleted 3181 to KZ633800: 584.6620276287605\n", - "12:15:06\tCompleted 3180 to KZ156400: 868.2353679896083\n", - "12:15:06\tCompleted 3165 to KZ556800: 942.5012302696888\n", - "12:15:06\tCompleted 3091 to KZ156000: 2281.678936991429\n", - "12:15:07\tCompleted 3121 to KZ635000: 1484.9524894268739\n", - "12:15:07\tCompleted 3172 to KZ274400: 3471.189640248308\n", - "12:15:07\tCompleted 3177 to KZ591000: 1952.964176871714712:15:07\tCompleted 3139 to KZ612600: 1903.528051397748\n", - "\n", - "12:15:07\tCompleted 3148 to KZ351600: 488.9783063649454\n", - "12:15:07\tCompleted 3086 to KZ633800: 651.2558440388556\n", - "12:15:07\tCompleted 3147 to KZ751410: 1349.8622431023557\n", - "12:15:07\tCompleted 3057 to KZ616000: 2407.677338454655\n", - "12:15:07\tCompleted 3181 to KZ634000: 413.41060822714405\n", - "12:15:07\tCompleted 3170 to KZ391000: 1246.556136087833212:15:07\tCompleted 3156 to KZ316200: 1668.8732158023458\n", - "\n", - "12:15:07\tCompleted 3094 to KZ595000: 528.6120938923686\n", - "12:15:08\tCompleted 3183 to KZ594200: 1070.2461692549653\n", - "12:15:08\tCompleted 3148 to KZ354000: 50.29736328847753\n", - "12:15:08\tCompleted 3180 to KZ155600: 781.0801475695556\n", - "12:15:08\tCompleted 3143 to KZ473600: 4267.185622730424\n", - "12:15:08\tCompleted 3151 to KZ594200: 1945.409942956247\n", - "12:15:08\tCompleted 3076 to KZ635400: 1426.871763479152412:15:08\tCompleted 3168 to KZ196800: 1240.293595019362\n", - "\n", - "12:15:08\tCompleted 3104 to KZ193600: 1440.0507404161174\n", - "12:15:08\tCompleted 3159 to KZ613600: 1462.7392521994295\n", - "12:15:08\tCompleted 3166 to KZ273600: 3038.0136685795096\n", - "12:15:09\tCompleted 3069 to KZ155600: 1364.663740764788\n", - "12:15:09\tCompleted 3187 to KZ233600: 1240.4555236938318\n", - "12:15:09\tCompleted 3178 to KZ616000: 3693.5553835409723\n", - "12:15:09\tCompleted 3171 to KZ594600: 3139.5139162549012\n", - "12:15:09\tCompleted 3121 to KZ632200: 834.6328081931389\n", - "12:15:09\tCompleted 3129 to KZ434800: 1574.5894151077125\n", - "12:15:09\tCompleted 3181 to KZ635400: 492.42920568717597\n", - "12:15:09\tCompleted 3152 to KZ614400: 2577.479081792144\n", - "12:15:09\tCompleted 3169 to KZ632800: 1160.2569835679506\n", - "12:15:09\tCompleted 3165 to KZ554800: 947.1967183141444\n", - "12:15:09\tCompleted 3148 to KZ351000: 23.546298747200172\n", - "12:15:09\tCompleted 3174 to KZ194000: 4261.038074621991\n", - "12:15:09\tCompleted 3184 to KZ616400: 1916.2791092117086\n", - "12:15:09\tCompleted 3086 to KZ634000: 903.1765570397841\n", - "12:15:09\tCompleted 3180 to KZ156800: 213.7460740969234\n", - "12:15:09\tCompleted 3094 to KZ593600: 643.160698176662\n", - "12:15:09\tCompleted 3083 to KZ194000: 1841.501887686571\n", - "12:15:09\tCompleted 3061 to KZ633800: 1425.3152541961024\n", - "12:15:09\tCompleted 3055 to KZ354800: 1751.2354698914553\n", - "12:15:09\tCompleted 3176 to KZ391600: 1914.6149727551856\n", - "12:15:10\tCompleted 3155 to KZ234000: 4504.283100820894\n", - "12:15:10\tCompleted 3164 to KZ391000: 2620.3134144989513\n", - "12:15:10\tCompleted 3067 to KZ615800: 2322.5847605311264\n", - "12:15:10\tCompleted 3153 to KZ274000: 3780.9724423409657\n", - "12:15:10\tCompleted 3142 to KZ353200: 2443.0071481501755\n", - "12:15:10\tCompleted 3182 to KZ352400: 3119.3777714987646\n", - "12:15:10\tCompleted 3162 to KZ194400: 1575.1128212526387\n", - "12:15:10\tCompleted 3146 to KZ151000: 2388.6338723450913\n", - "12:15:10\tCompleted 3073 to KZ276000: 3768.939959325436\n", - "12:15:10\tCompleted 3140 to KZ194400: 1640.8024751353114\n", - "12:15:10\tCompleted 3170 to KZ395400: 1284.9325202864927\n", - "12:15:10\tCompleted 3175 to KZ634000: 3668.496718866618\n", - "12:15:10\tCompleted 3181 to KZ635000: 156.04322054575664\n", - "12:15:10\tCompleted 3161 to KZ151000: 2354.776224356653\n", - "12:15:11\tCompleted 3168 to KZ191600: 1157.193138151519212:15:11\tCompleted 3177 to KZ595600: 1824.469663196017\n", - "\n", - "12:15:11\tCompleted 3148 to KZ352000: 474.3914319169582\n", - "12:15:11\tCompleted 3076 to KZ635000: 955.6209112741731\n", - "12:15:11\tCompleted 3163 to KZ636400: 1685.4675922516894\n", - "12:15:11\tCompleted 3069 to KZ156800: 1126.5612653685396\n", - "12:15:11\tCompleted 3089 to KZ275400: 3999.2930641549633\n", - "12:15:11\tCompleted 3188 to KZ352800: 768.8635277547921\n", - "12:15:11\tCompleted 3112 to KZ193200: 1861.1761311164692\n", - "12:15:11\tCompleted 3147 to KZ751710: 1385.5781969326165\n", - "12:15:11\tCompleted 3156 to KZ311000: 1431.188278761602\n", - "12:15:11\tCompleted 3136 to KZ234600: 5188.26693382485\n", - "12:15:11\tCompleted 3165 to KZ556400: 884.930592005586612:15:11\tCompleted 3139 to KZ616000: 2221.2872560158585\n", - "\n", - "12:15:11\tCompleted 3183 to KZ596600: 1171.1316868317303\n", - "12:15:11\tCompleted 3141 to KZ751810: 3943.978217621929\n", - "12:15:12\tCompleted 3151 to KZ596600: 1697.673075840583\n", - "12:15:12\tCompleted 3129 to KZ433600: 1390.2329432575614\n", - "12:15:12\tCompleted 3094 to KZ595200: 640.6108312338981\n", - "12:15:12\tCompleted 3144 to KZ616000: 1624.0294023961421\n", - "12:15:12\tCompleted 3181 to KZ632200: 786.6054289129138\n", - "12:15:12\tCompleted 3157 to KZ433200: 2180.5160725975375\n", - "12:15:12\tCompleted 3087 to KZ316000: 2490.610446746269\n", - "12:15:12\tCompleted 3055 to KZ355200: 1297.428959964788\n", - "12:15:12\tCompleted 3186 to KZ154200: 1936.3225113286958\n", - "12:15:12\tCompleted 3056 to KZ474200: 2852.5863515785327\n", - "12:15:12\tCompleted 3148 to KZ354800: 527.4714623297746\n", - "12:15:12\tCompleted 3076 to KZ632200: 421.5914752305808\n", - "12:15:12\tCompleted 3176 to KZ393600: 1549.1854409225132\n", - "12:15:12\tCompleted 3095 to KZ275400: 3680.3298079371516\n", - "12:15:12\tCompleted 3170 to KZ392000: 1081.8383943330264\n", - "12:15:13\tCompleted 3181 to KZ635200: 131.11219333266155\n", - "12:15:13\tCompleted 3184 to KZ615600: 1114.5876130766835\n", - "12:15:13\tCompleted 3188 to KZ356400: 787.9419548795383\n", - "12:15:13\tCompleted 3169 to KZ636800: 1362.2975138286872\n", - "12:15:13\tCompleted 3168 to KZ195200: 1234.5001032363277\n", - "12:15:13\tCompleted 3104 to KZ194000: 1634.078920847710412:15:13\tCompleted 3098 to KZ234600: 3688.9540401306913\n", - "\n", - "12:15:13\tCompleted 3159 to KZ614000: 1591.1519147411684\n", - "12:15:13\tCompleted 3182 to KZ356000: 2461.0081011641723\n", - "12:15:13\tCompleted 3086 to KZ635400: 1411.4124706114899\n", - "12:15:13\tCompleted 3171 to KZ711110: 3605.1878255198826\n", - "12:15:13\tCompleted 3152 to KZ614600: 2367.130709260735\n", - "12:15:13\tCompleted 3178 to KZ613800: 3841.809516559856\n", - "12:15:13\tCompleted 3091 to KZ154600: 2579.8163677365437\n", - "12:15:14\tCompleted 3094 to KZ591000: 530.826559986436\n", - "12:15:14\tCompleted 3083 to KZ196400: 1586.6249859512802\n", - "12:15:14\tCompleted 3061 to KZ634000: 1672.5180520931315\n", - "12:15:14\tCompleted 3148 to KZ355200: 643.4262401230784\n", - "12:15:14\tCompleted 3181 to KZ632400: 458.73227135527253\n", - "12:15:14\tCompleted 3057 to KZ613800: 2555.931471473535\n", - "12:15:14\tCompleted 3164 to KZ395400: 2663.677309424264\n", - "12:15:14\tCompleted 3172 to KZ275400: 4146.378072205322\n", - "12:15:14\tCompleted 3162 to KZ194600: 1520.1936632936638\n", - "12:15:14\tCompleted 3143 to KZ474200: 4713.8097837969935\n", - "12:15:14\tCompleted 3183 to KZ595000: 1005.5717055194317\n", - "12:15:14\tCompleted 3147 to KZ751810: 1339.4372646987151\n", - "12:15:15\tCompleted 3163 to KZ631000: 1391.6342669602589\n", - "12:15:15\tCompleted 3067 to KZ612600: 2031.9647716456393\n", - "12:15:15\tCompleted 3177 to KZ596000: 1961.5098926399173\n", - "12:15:15\tCompleted 3055 to KZ355600: 1296.38359099165\n", - "12:15:15\tCompleted 3188 to KZ352400: 853.129021970195\n", - "12:15:15\tCompleted 3176 to KZ396400: 1383.020318835297\n", - "12:15:15\tCompleted 3178 to KZ273200: 781.460540301532\n", - "12:15:15\tCompleted 3076 to KZ635200: 1221.2259590672008\n", - "12:15:15\tCompleted 3140 to KZ194600: 1585.8833171763365\n", - "12:15:15\tCompleted 3187 to KZ633200: 2966.0615684054005\n", - "12:15:15\tCompleted 3165 to KZ554200: 1100.1789587219685\n", - "12:15:15\tCompleted 3170 to KZ395600: 1395.4046003139963\n", - "12:15:15\tCompleted 3168 to KZ195000: 1085.3715405455523\n", - "12:15:15\tCompleted 3148 to KZ355600: 244.6441897600397\n", - "12:15:15\tCompleted 3174 to KZ196400: 4694.192181297631\n", - "12:15:15\tCompleted 3086 to KZ635000: 940.1616184065105\n", - "12:15:15\tCompleted 3156 to KZ315000: 1548.397094995235\n", - "12:15:15\tCompleted 3151 to KZ595000: 1971.993953185116\n", - "12:15:15\tCompleted 3166 to KZ276600: 3119.8389152784957\n", - "12:15:16\tCompleted 3181 to KZ632800: 1020.1694483640049\n", - "12:15:16\tCompleted 3142 to KZ353600: 3170.3083484101135\n", - "12:15:16\tCompleted 3112 to KZ193400: 1586.365080195597\n", - "12:15:16\tCompleted 3184 to KZ615800: 1128.967232404214\n", - "12:15:16\tCompleted 3094 to KZ595600: 764.7141465083582\n", - "12:15:16\tCompleted 3188 to KZ356000: 185.06694997175157\n", - "12:15:16\tCompleted 3129 to KZ434000: 2125.4366364227635\n", - "12:15:16\tCompleted 3178 to KZ274400: 807.0894732116998\n", - "12:15:16\tCompleted 3155 to KZ234200: 4955.228807341862\n", - "12:15:16\tCompleted 3139 to KZ613800: 2369.5413890347368\n", - "12:15:17\tCompleted 3161 to KZ153200: 2404.9698317854004\n", - "12:15:17\tCompleted 3086 to KZ632200: 330.54193693266257\n", - "12:15:17\tCompleted 3146 to KZ153200: 2438.8274797738386\n", - "12:15:17\tCompleted 3181 to KZ636800: 395.7716269304564\n", - "12:15:17\tCompleted 3076 to KZ632400: 1012.4670585541421\n", - "12:15:17\tCompleted 3073 to KZ276200: 3488.3261725915318\n", - "12:15:17\tCompleted 3153 to KZ274200: 3888.288430500732\n", - "12:15:17\tCompleted 3141 to KZ751910: 3965.1191339723364\n", - "12:15:17\tCompleted 3157 to KZ431900: 1665.4118863797057\n", - "12:15:17\tCompleted 3148 to KZ352100: 712.257066600231812:15:17\tCompleted 3186 to KZ156000: 1509.5717436969042\n", - "\n", - "12:15:17\tCompleted 3171 to KZ711410: 3595.322046340856\n", - "12:15:17\tCompleted 3094 to KZ596000: 407.52916245526814\n", - "12:15:17\tCompleted 3178 to KZ275400: 177.23706237118284\n", - "12:15:17\tCompleted 3176 to KZ394000: 1450.7214451620848\n", - "12:15:17\tCompleted 3180 to KZ193200: 3172.857505365862\n", - "12:15:17\tCompleted 3175 to KZ635400: 4176.732632438296\n", - "12:15:17\tCompleted 3188 to KZ354400: 766.7326624192016\n", - "12:15:18\tCompleted 3183 to KZ593600: 1120.1203098037251\n", - "12:15:18\tCompleted 3189 to KZ595800: 2771.7967237170124\n", - "12:15:18\tCompleted 3144 to KZ613800: 1864.4197720318605\n", - "12:15:18\tCompleted 3136 to KZ234800: 4321.968309660354\n", - "12:15:18\tCompleted 3168 to KZ194400: 1463.2831899500695\n", - "12:15:18\tCompleted 3089 to KZ273600: 3167.2523231375017\n", - "12:15:18\tCompleted 3181 to KZ635800: 486.53846018332587\n", - "12:15:18\tCompleted 3083 to KZ196800: 1752.8028264668133\n", - "12:15:18\tCompleted 3147 to KZ751910: 1340.3759463349377\n", - "12:15:18\tCompleted 3164 to KZ392000: 2780.6010045044877\n", - "12:15:18\tCompleted 3169 to KZ635800: 1726.5850656260811\n", - "12:15:18\tCompleted 3148 to KZ352200: 70.90291643865451\n", - "12:15:18\tCompleted 3170 to KZ395800: 1650.5627120827094\n", - "12:15:18\tCompleted 3139 to KZ273200: 892.1648767493222\n", - "12:15:18\tCompleted 3184 to KZ612600: 959.0820812092609\n", - "12:15:18\tCompleted 3154 to KZ113200: 341.40387420325527\n", - "12:15:18\tCompleted 3177 to KZ596200: 1648.0486346916637\n", - "12:15:19\tCompleted 3182 to KZ354400: 3248.3134239183737\n", - "12:15:19\tCompleted 3152 to KZ614800: 2848.751514631826\n", - "12:15:19\tCompleted 3159 to KZ613900: 1867.9036138823624\n", - "12:15:19\tCompleted 3188 to KZ351800: 1.4142135623730951\n", - "12:15:19\tCompleted 3178 to KZ273600: 999.3131449978227\n", - "12:15:19\tCompleted 3076 to KZ632800: 884.8754009559018\n", - "12:15:19\tCompleted 3162 to KZ194800: 1653.182365294725\n", - "12:15:19\tCompleted 3055 to KZ352100: 1914.36586476780412:15:19\tCompleted 3069 to KZ193200: 2936.9525164749007\n", - "\n", - "12:15:19\tCompleted 3087 to KZ316600: 2795.836783577271\n", - "12:15:19\tCompleted 3181 to KZ636200: 300.064429879162\n", - "12:15:19\tCompleted 3057 to KZ273200: 2094.3416006884195\n", - "12:15:19\tCompleted 3056 to KZ474600: 2529.761790760451\n", - "12:15:19\tCompleted 3095 to KZ273600: 2848.2890669196912:15:19\tCompleted 3129 to KZ471000: 1656.1351927887256\n", - "\n", - "12:15:20\tCompleted 3086 to KZ635200: 1205.7666661995383\n", - "12:15:20\tCompleted 3156 to KZ314200: 1432.6024923239752\n", - "12:15:20\tCompleted 3091 to KZ154800: 2462.997047988511\n", - "12:15:20\tCompleted 3061 to KZ635400: 2180.7539656648364\n", - "12:15:20\tCompleted 3163 to KZ634600: 1792.4437442319816\n", - "12:15:20\tCompleted 3094 to KZ596200: 794.5286121264464\n", - "12:15:20\tCompleted 3154 to KZ113400: 132.62480310108273\n", - "12:15:20\tCompleted 3140 to KZ194800: 1718.872019177397\n", - "12:15:20\tCompleted 3168 to KZ194600: 1097.0840248243023\n", - "12:15:20\tCompleted 3112 to KZ193600: 1452.4728184501273\n", - "12:15:20\tCompleted 3165 to KZ791110: 1524.1329755230324\n", - "12:15:20\tCompleted 3178 to KZ276600: 1389.6534439402474\n", - "12:15:20\tCompleted 3176 to KZ396800: 1582.1932459524278\n", - "12:15:20\tCompleted 3151 to KZ593600: 2309.428959009276\n", - "12:15:21\tCompleted 3067 to KZ616000: 2349.7239762637378\n", - "12:15:21\tCompleted 3076 to KZ636800: 787.5875145779654\n", - "12:15:21\tCompleted 3143 to KZ474600: 4390.985222978905\n", - "12:15:21\tCompleted 3142 to KZ351600: 2799.713952377282\n", - "12:15:21\tCompleted 3156 to KZ353200: 110.17244987684529\n", - "12:15:21\tCompleted 3192 to KZ154000: 990.2249994099644\n", - 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"12:16:26\tCompleted 3188 to KZ431900: 894.9448052343198\n", - "12:16:26\tCompleted 3147 to KZ634800: 1740.9674300718234\n", - "12:16:26\tCompleted 3208 to KZ633200: 4048.0104674611434\n", - "12:16:26\tCompleted 3164 to KZ434800: 3011.498321166155\n", - "12:16:26\tCompleted 3142 to KZ354400: 2516.7440085365497\n", - "12:16:26\tCompleted 3174 to KZ191000: 4443.020269009703\n", - "12:16:26\tCompleted 3141 to KZ635000: 4434.604457737184\n", - "12:16:26\tCompleted 3163 to KZ352100: 714.2244763997002\n", - "12:16:26\tCompleted 3207 to KZ155600: 1034.4842240419384\n", - "12:16:26\tCompleted 3213 to KZ153400: 916.4870975081437\n", - "12:16:26\tCompleted 3202 to KZ634000: 4160.035982643946\n", - "12:16:26\tCompleted 3156 to KZ395000: 1496.3327845343606\n", - "12:16:26\tCompleted 3179 to KZ153400: 1979.7422929706995\n", - "12:16:26\tCompleted 3148 to KZ395600: 1267.8663283127198\n", - "12:16:27\tCompleted 3157 to KZ475000: 3702.9345890859277\n", - "12:16:27\tCompleted 3199 to KZ274200: 1099.56413948434\n", - "12:16:27\tCompleted 3167 to KZ114500: 498.72263564285345\n", - "12:16:27\tCompleted 3172 to KZ274200: 4190.8618428953405\n", - "12:16:27\tCompleted 3162 to KZ751510: 1315.42183167059\n", - "12:16:27\tCompleted 3159 to KZ273200: 3239.3960216320756\n", - "12:16:27\tCompleted 3209 to KZ352200: 3086.595838829806\n", - "12:16:27\tCompleted 3155 to KZ314800: 1604.3083172702131\n", - "12:16:27\tCompleted 3181 to KZ355200: 2036.2860320621437\n", - "12:16:27\tCompleted 3189 to KZ711310: 2718.9881992661203\n", - "12:16:27\tCompleted 3143 to KZ594600: 1992.8980134986298\n", - "12:16:27\tCompleted 3170 to KZ595800: 2188.4077124952314\n", - "12:16:27\tCompleted 3161 to KZ193200: 1693.5090013854672\n", - "12:16:27\tCompleted 3210 to KZ475200: 4872.6695396503155\n", - "12:16:27\tCompleted 3175 to KZ631000: 3601.9983401043046\n", - "12:16:27\tCompleted 3211 to KZ615200: 977.67781334478\n", - "12:16:27\tCompleted 3205 to KZ615800: 1160.139043752714\n", - "12:16:27\tCompleted 3196 to KZ394800: 2856.8007434339315\n", - "12:16:27\tCompleted 3163 to KZ352200: 21.019712926764157\n", - "12:16:28\tCompleted 3180 to KZ194400: 2792.733446328382\n", - "12:16:28\tCompleted 3188 to KZ434600: 928.6093756607002\n", - "12:16:28\tCompleted 3197 to KZ596400: 2213.8184277940077\n", - "12:16:28\tCompleted 3192 to KZ195200: 3799.0175855647244\n", - "12:16:28\tCompleted 3165 to KZ616400: 2315.9459633590386\n", - "12:16:28\tCompleted 3183 to KZ791310: 1488.5257633966623\n", - "12:16:28\tCompleted 3173 to KZ113200: 426.1741410587331\n", - "12:16:28\tCompleted 3204 to KZ595200: 1780.0163820817875\n", - "12:16:28\tCompleted 3201 to KZ156800: 2959.910623666667\n", - "12:16:28\tCompleted 3147 to KZ633400: 919.6827336861384\n", - "12:16:28\tCompleted 3087 to KZ352100: 2247.844580101706512:16:28\tCompleted 3167 to KZ114000: 445.66198943667604\n", - "\n", - "12:16:28\tCompleted 3182 to KZ434600: 1964.827719513935\n", - "12:16:28\tCompleted 3169 to KZ314200: 1440.3745703818267\n", - "12:16:28\tCompleted 3140 to KZ751910: 1388.6229594828073\n", - "12:16:29\tCompleted 3154 to KZ154200: 2558.6436341322765\n", - "12:16:29\tCompleted 3213 to KZ153600: 1183.762936208902\n", - "12:16:29\tCompleted 3151 to KZ553600: 2742.86136929081912:16:29\tCompleted 3191 to KZ113800: 2175.1771733788037\n", - "\n", - "12:16:29\tCompleted 3171 to KZ556400: 4288.000325611759\n", - "12:16:29\tCompleted 3207 to KZ156800: 1955.2287497190941\n", - "12:16:29\tCompleted 3146 to KZ156800: 1930.8216769693736\n", - "12:16:29\tCompleted 3177 to KZ555600: 3070.5495078668323\n", - "12:16:29\tCompleted 3098 to KZ632400: 1565.9899533779321\n", - "12:16:29\tCompleted 3156 to KZ395200: 1028.2972994594904\n", - "12:16:29\tCompleted 3142 to KZ351800: 1751.425559679736\n", - "12:16:30\tCompleted 3187 to KZ632800: 3028.451681893871\n", - "12:16:30\tCompleted 3143 to KZ711110: 1268.0582291933777\n", - "12:16:30\tCompleted 3176 to KZ434000: 2386.289572589079\n", - "12:16:30\tCompleted 3181 to KZ355600: 1748.0309698227395\n", - "12:16:30\tCompleted 3173 to KZ113400: 217.39506995656\n", - "12:16:30\tCompleted 3163 to KZ352300: 806.6554108945127\n", - "12:16:30\tCompleted 3201 to KZ193200: 407.74389559725915\n", - "12:16:30\tCompleted 3203 to KZ396400: 1873.6787236439807\n", - "12:16:30\tCompleted 3169 to KZ353200: 33.65314971531346\n", - "12:16:30\tCompleted 3167 to KZ117000: 368.29433288327994\n", - "12:16:30\tCompleted 3209 to KZ352300: 2375.780919673845\n", - "12:16:30\tCompleted 3155 to KZ315400: 1826.9747741936906\n", - "12:16:31\tCompleted 3193 to KZ635200: 4747.836221785491\n", - "12:16:31\tCompleted 3186 to KZ195200: 1855.451600113401\n", - "12:16:31\tCompleted 3213 to KZ154000: 960.4674311906501\n", - "12:16:31\tCompleted 3164 to KZ433600: 3211.341084708044\n", - "12:16:31\tCompleted 3147 to KZ633600: 950.2678591274199\n", - "12:16:31\tCompleted 3211 to KZ616400: 1679.2993655401829\n", - "12:16:31\tCompleted 3214 to KZ234600: 2699.4175793065415\n", - "12:16:31\tCompleted 3200 to KZ113200: 2966.4150186139195\n", - "12:16:31\tCompleted 3152 to KZ276600: 4238.522338792149\n", - "12:16:31\tCompleted 3163 to KZ352800: 44.970562748477136\n", - "12:16:31\tCompleted 3148 to KZ395800: 1570.250403719193\n", - "12:16:31\tCompleted 3173 to KZ113600: 492.6677990031965\n", - "12:16:31\tCompleted 3201 to KZ193400: 243.23504891591094\n", - "12:16:31\tCompleted 3188 to KZ434400: 1271.5587746224346\n", - "12:16:32\tCompleted 3168 to KZ234600: 4889.833420100927\n", - "12:16:32\tCompleted 3161 to KZ193400: 1445.99619562648\n", - "12:16:32\tCompleted 3144 to KZ271000: 3094.2807731651515\n", - "12:16:32\tCompleted 3087 to KZ352200: 1587.9108844883363\n", - "12:16:32\tCompleted 3182 to KZ434400: 2001.7527318580294\n", - "12:16:32\tCompleted 3141 to KZ632200: 3784.284776503443\n", - "12:16:32\tCompleted 3143 to KZ711410: 1266.391584147972\n", - "12:16:32\tCompleted 3205 to KZ612600: 1415.2691703736402\n", - "12:16:32\tCompleted 3191 to KZ114500: 1899.3646088927621\n", - "12:16:32\tCompleted 3174 to KZ196200: 4208.613096218349\n", - "12:16:32\tCompleted 3167 to KZ114400: 494.53417299187925\n", - "12:16:32\tCompleted 3142 to KZ393200: 1374.6488391052326\n", - "12:16:32\tCompleted 3184 to KZ276000: 3186.761765731095\n", - "12:16:32\tCompleted 3197 to KZ594600: 1725.6344081287177\n", - "12:16:32\tCompleted 3170 to KZ593400: 2293.700019713983\n", - "12:16:33\tCompleted 3140 to KZ751510: 1381.1114855532628\n", - "12:16:33\tCompleted 3156 to KZ391000: 1224.0035639684647\n", - "12:16:33\tCompleted 3196 to KZ395000: 2784.7761531248866\n", - "12:16:33\tCompleted 3176 to KZ471000: 1463.4301753229308\n", - "12:16:33\tCompleted 3189 to KZ555200: 3462.803058487264\n", - "12:16:33\tCompleted 3181 to KZ352100: 1758.1256591914512\n", - "12:16:33\tCompleted 3169 to KZ353600: 827.3876546241717\n", - "12:16:33\tCompleted 3163 to KZ356400: 331.4693360314407\n", - "12:16:33\tCompleted 3165 to KZ615600: 1514.2544672240153\n", - "12:16:33\tCompleted 3213 to KZ154200: 1263.103470159971\n", - "12:16:33\tCompleted 3188 to KZ431000: 612.3803437689323\n", - "12:16:33\tCompleted 3183 to KZ791510: 1465.6452638250094\n", - "12:16:33\tCompleted 3173 to KZ113800: 672.0138236720966\n", - "12:16:33\tCompleted 3201 to KZ193600: 890.6985506693923\n", - "12:16:33\tCompleted 3098 to KZ632800: 1312.6887614560173\n", - "12:16:33\tCompleted 3179 to KZ153600: 2614.156010022095\n", - "12:16:34\tCompleted 3208 to KZ634800: 4591.8674406721975\n", - "12:16:34\tCompleted 3211 to KZ615600: 1289.7397997642904\n", - "12:16:34\tCompleted 3210 to KZ471800: 4702.279319489583\n", - "12:16:34\tCompleted 3204 to KZ591000: 1833.3420744569462\n", - "12:16:34\tCompleted 3202 to KZ635400: 4668.27189621568\n", - "12:16:34\tCompleted 3162 to KZ231000: 3139.636296962482\n", - "12:16:34\tCompleted 3167 to KZ114600: 602.93326537930912:16:34\tCompleted 3147 to KZ633800: 1174.2623950725383\n", - "\n", - "12:16:34\tCompleted 3159 to KZ274400: 3169.462421643624\n", - "12:16:34\tCompleted 3155 to KZ315600: 2100.440391871908\n", - "12:16:34\tCompleted 3163 to KZ352400: 70.44417382415918\n", - "12:16:34\tCompleted 3146 to KZ193200: 1595.033170070203\n", - "12:16:34\tCompleted 3151 to KZ552200: 2634.393427269106\n", - "12:16:34\tCompleted 3154 to KZ156000: 2131.892866500497\n", - "12:16:34\tCompleted 3192 to KZ195000: 4245.146744881683\n", - "12:16:34\tCompleted 3169 to KZ351600: 482.4165748774169\n", - "12:16:35\tCompleted 3157 to KZ475200: 3713.777549869977\n", - "12:16:35\tCompleted 3142 to KZ393400: 1388.1982789408623\n", - "12:16:35\tCompleted 3176 to KZ473600: 997.0200666413696\n", - "12:16:35\tCompleted 3171 to KZ554200: 4457.845227464954\n", - "12:16:35\tCompleted 3087 to KZ352300: 1353.2101075314079\n", - "12:16:35\tCompleted 3188 to KZ435200: 688.6866499973478\n", - "12:16:35\tCompleted 3143 to KZ711210: 1279.8747705879177\n", - "12:16:35\tCompleted 3213 to KZ156000: 836.3527025281796\n", - "12:16:35\tCompleted 3173 to KZ114500: 539.135839126134\n", - "12:16:35\tCompleted 3161 to KZ193600: 1281.6350235081882\n", - "12:16:35\tCompleted 3175 to KZ634600: 4060.727867569667\n", - "12:16:35\tCompleted 3191 to KZ114000: 1980.9399135087517\n", - "12:16:35\tCompleted 3201 to KZ194000: 746.243781814724\n", - "12:16:35\tCompleted 3148 to KZ392400: 1296.4373297455327\n", - "12:16:35\tCompleted 3205 to KZ616000: 1125.034398998664\n", - "12:16:35\tCompleted 3180 to KZ194600: 2803.2504123328786\n", - "12:16:35\tCompleted 3182 to KZ431000: 2287.413286978797\n", - "12:16:36\tCompleted 3177 to KZ551000: 2525.4209136506806\n", - "12:16:36\tCompleted 3211 to KZ615800: 1056.9161430462236\n", - "12:16:36\tCompleted 3181 to KZ352200: 1643.5706283470827\n", - "12:16:36\tCompleted 3207 to KZ193200: 4845.026263294782\n", - "12:16:36\tCompleted 3169 to KZ354000: 135.38062440916264\n", - "12:16:36\tCompleted 3186 to KZ195000: 1859.675789116631\n", - "12:16:36\tCompleted 3164 to KZ434000: 3184.955112820311\n", - "12:16:36\tCompleted 3156 to KZ395400: 1267.3674588937786\n", - "12:16:36\tCompleted 3209 to KZ352800: 3087.2796819709038\n", - "12:16:36\tCompleted 3214 to KZ234800: 1833.118955142096\n", - "12:16:36\tCompleted 3188 to KZ434800: 603.7097399224311\n", - "12:16:36\tCompleted 3200 to KZ113400: 3044.2760554192573\n", - "12:16:37\tCompleted 3203 to KZ394000: 2105.613573009807\n", - "12:16:37\tCompleted 3201 to KZ196400: 491.36688007943525\n", - "12:16:37\tCompleted 3173 to KZ114000: 486.07519291995675\n", - "12:16:37\tCompleted 3167 to KZ114800: 961.1687947326242\n", - "12:16:37\tCompleted 3143 to KZ711310: 1285.08826998804\n", - "12:16:37\tCompleted 3169 to KZ351000: 69.35533905932735\n", - "12:16:37\tCompleted 3213 to KZ154600: 1134.4901332733111\n", - "12:16:37\tCompleted 3211 to KZ612600: 766.2961541607132\n", - "12:16:37\tCompleted 3196 to KZ395200: 2316.7406680500503\n", - "12:16:37\tCompleted 3163 to KZ356000: 967.7517981177876\n", - "12:16:37\tCompleted 3187 to KZ636800: 3053.345263422472\n", - "12:16:37\tCompleted 3210 to KZ593200: 1965.016449692309\n", - "12:16:37\tCompleted 3197 to KZ711110: 1861.8011048872133\n", - "12:16:38\tCompleted 3176 to KZ474200: 1491.079570366479\n", - "12:16:38\tCompleted 3147 to KZ634000: 1415.442487207358\n", - "12:16:38\tCompleted 3193 to KZ632400: 4540.493258979069\n", - "12:16:38\tCompleted 3142 to KZ391600: 1647.3945221914387\n", - "12:16:38\tCompleted 3183 to KZ791710: 1463.8690835079767\n", - "12:16:38\tCompleted 3191 to KZ117000: 1903.5722569553557\n", - "12:16:38\tCompleted 3174 to KZ192600: 4481.964024038397\n", - "12:16:38\tCompleted 3165 to KZ615800: 1528.6340865515472\n", - "12:16:38\tCompleted 3170 to KZ594200: 2002.188850041587\n", - "12:16:38\tCompleted 3168 to KZ234800: 4023.534795936461\n", - "12:16:38\tCompleted 3087 to KZ352800: 1588.5947276294353\n", - "12:16:38\tCompleted 3152 to KZ275000: 4114.837099466405\n", - "12:16:38\tCompleted 3146 to KZ193400: 1320.2221191493288\n", - "12:16:38\tCompleted 3215 to KZ355600: 1771.814134319736\n", - "12:16:38\tCompleted 3148 to KZ396200: 1104.860415719315\n", - "12:16:38\tCompleted 3173 to KZ117000: 408.70753636656065\n", - "12:16:38\tCompleted 3204 to KZ595600: 1681.6459232608238\n", - "12:16:38\tCompleted 3167 to KZ111010: 498.5209191626728412:16:38\tCompleted 3201 to KZ196800: 657.5447205949662\n", - "\n", - "12:16:38\tCompleted 3155 to KZ316000: 2425.541411976451\n", - "12:16:39\tCompleted 3189 to KZ551600: 3196.236336501737\n", - "12:16:39\tCompleted 3169 to KZ352000: 391.3081707962725\n", - "12:16:39\tCompleted 3188 to KZ433600: 803.5525034643322\n", - "12:16:39\tCompleted 3141 to KZ635200: 4700.209505530225\n", - "12:16:39\tCompleted 3143 to KZ555200: 706.0829749185295\n", - "12:16:39\tCompleted 3213 to KZ154800: 969.4974442857103\n", - "12:16:39\tCompleted 3171 to KZ791110: 3594.2840864151335\n", - "12:16:39\tCompleted 3182 to KZ435200: 2378.2250803688485\n", - "12:16:39\tCompleted 3211 to KZ616000: 1084.05535877883\n", - "12:16:40\tCompleted 3181 to KZ352300: 2423.526212810491\n", - "12:16:40\tCompleted 3176 to KZ474600: 1168.255009548407\n", - "12:16:40\tCompleted 3140 to KZ231000: 3109.673129480019\n", - "12:16:40\tCompleted 3151 to KZ554600: 2690.583765841798\n", - "12:16:40\tCompleted 3184 to KZ276200: 2906.147978997190412:16:40\tCompleted 3163 to KZ354400: 760.2359199406361\n", - "\n", - "12:16:40\tCompleted 3156 to KZ392000: 1384.2911539740178\n", - "12:16:40\tCompleted 3144 to KZ274000: 3757.968463104358\n", - "12:16:40\tCompleted 3201 to KZ191600: 574.4442637271233\n", - "12:16:40\tCompleted 3142 to KZ393600: 1187.5959605548978\n", - "12:16:40\tCompleted 3208 to KZ633400: 3947.729693018603\n", - "12:16:40\tCompleted 3167 to KZ116000: 467.35200028541226\n", - "12:16:40\tCompleted 3173 to KZ114400: 534.9473764751599\n", - "12:16:40\tCompleted 3200 to KZ113600: 2722.793173579496\n", - "12:16:40\tCompleted 3179 to KZ154000: 2183.67565685781\n", - "12:16:41\tCompleted 3143 to KZ551600: 844.1627254012564\n", - "12:16:41\tCompleted 3161 to KZ194000: 1475.6632039397812\n", - "12:16:41\tCompleted 3205 to KZ613800: 1500.6481743310437\n", - "12:16:41\tCompleted 3162 to KZ234000: 3348.24677433017\n", - "12:16:41\tCompleted 3169 to KZ354800: 618.2115776999526\n", - "12:16:41\tCompleted 3202 to KZ635000: 4195.6051063039995\n", - "12:16:41\tCompleted 3214 to KZ235200: 1880.7588025054972\n", - "12:16:41\tCompleted 3210 to KZ595800: 2068.936059732686\n", - "12:16:41\tCompleted 3154 to KZ154600: 2430.0302972456116\n", - "12:16:41\tCompleted 3191 to KZ114400: 2038.1107261818727\n", - "12:16:41\tCompleted 3159 to KZ275400: 3844.6508536006345\n", - "12:16:42\tCompleted 3209 to KZ356400: 3187.6934373018107\n", - "12:16:42\tCompleted 3186 to KZ194400: 2106.427661778396\n", - "12:16:42\tCompleted 3201 to KZ195200: 651.7512288119317\n", - "12:16:42\tCompleted 3177 to KZ556000: 2573.542295858694\n", - "12:16:42\tCompleted 3148 to KZ396600: 1112.7792565105137\n", - "12:16:42\tCompleted 3211 to KZ613800: 1232.3094917977164\n", - "12:16:42\tCompleted 3155 to KZ316600: 1974.3488729352612\n", - "12:16:42\tCompleted 3196 to KZ391000: 2512.446932559011\n", - "12:16:42\tCompleted 3165 to KZ612600: 1358.7489353565907\n", - "12:16:42\tCompleted 3192 to KZ194400: 4068.4326156464235\n", - "12:16:42\tCompleted 3142 to KZ396400: 1021.4308384676809\n", - "12:16:42\tCompleted 3163 to KZ351800: 781.2706345836623\n", - "12:16:42\tCompleted 3170 to KZ596600: 1754.451982925923\n", - "12:16:42\tCompleted 3175 to KZ634400: 3582.4458304815907\n", - "12:16:42\tCompleted 3146 to KZ193600: 1327.3820364176395\n", - "12:16:42\tCompleted 3207 to KZ193400: 4843.422119460685\n", - "12:16:42\tCompleted 3173 to KZ114600: 643.3464688625897\n", - "12:16:42\tCompleted 3188 to KZ434000: 1154.5569612374834\n", - "12:16:42\tCompleted 3176 to KZ475000: 1538.5840362982076\n", - "12:16:42\tCompleted 3181 to KZ352800: 1670.6930510440495\n", - "12:16:42\tCompleted 3167 to KZ116400: 589.7533480449315\n", - "12:16:43\tCompleted 3197 to KZ711410: 1851.9353257081852\n", - "12:16:43\tCompleted 3203 to KZ396800: 1851.7060305702107\n", - "12:16:43\tCompleted 3213 to KZ155200: 1396.4361071874876\n", - "12:16:43\tCompleted 3215 to KZ352100: 1728.5670163657073\n", - "12:16:43\tCompleted 3157 to KZ471800: 3543.3873297092514\n", - "12:16:43\tCompleted 3143 to KZ553200: 1134.9153802705162\n", - "12:16:43\tCompleted 3182 to KZ434800: 2299.7913160921307\n", - "12:16:43\tCompleted 3164 to KZ471000: 5008.111896714486\n", - "12:16:43\tCompleted 3087 to KZ356400: 1905.674216091998\n", - "12:16:43\tCompleted 3169 to KZ355200: 603.9810562198263\n", - "12:16:43\tCompleted 3201 to KZ195000: 502.6226661211564\n", - "12:16:43\tCompleted 3171 to KZ791310: 3572.0025374547336\n", - "12:16:43\tCompleted 3147 to KZ635400: 1923.6784007790643\n", - "12:16:43\tCompleted 3180 to KZ194800: 3071.3660643868816\n", - "12:16:43\tCompleted 3204 to KZ596000: 1771.2997015900914\n", - "12:16:44\tCompleted 3183 to KZ611600: 1720.7296187831012\n", - "12:16:44\tCompleted 3156 to KZ395600: 1261.4445032650942\n", - "12:16:44\tCompleted 3167 to KZ116800: 377.3544943529058\n", - "12:16:44\tCompleted 3142 to KZ394000: 1089.1319647944688\n", - "12:16:45\tCompleted 3191 to KZ114600: 1924.61084597458\n", - "12:16:45\tCompleted 3174 to KZ196600: 4527.679748093654\n", - "12:16:45\tCompleted 3168 to KZ235200: 4071.1746432998284\n", - "12:16:45\tCompleted 3210 to KZ593400: 1878.323322380546\n", - 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"\n", - "12:16:53\tCompleted 3165 to KZ613800: 1766.9209733344687\n", - "12:16:53\tCompleted 3211 to KZ274400: 2022.0550570899545\n", - "12:16:53\tCompleted 3171 to KZ791710: 3553.6203741007157\n", - "12:16:54\tCompleted 3145 to KZ113800: 562.3859882856666\n", - "12:16:54\tCompleted 3142 to KZ395200: 1360.7929508652353\n", - "12:16:54\tCompleted 3173 to KZ111810: 439.6317908593152\n", - "12:16:54\tCompleted 3203 to KZ395000: 1958.3360089592331\n", - "12:16:54\tCompleted 3204 to KZ596400: 2195.6542142316353\n", - "12:16:54\tCompleted 3157 to KZ596600: 854.8879848067935\n", - "12:16:54\tCompleted 3201 to KZ196000: 266.7878293810813\n", - "12:16:54\tCompleted 3154 to KZ155200: 2740.1496403993424\n", - "12:16:54\tCompleted 3155 to KZ315000: 2180.3799004329644\n", - "12:16:54\tCompleted 3186 to KZ194800: 2260.1808859983084\n", - "12:16:54\tCompleted 3169 to KZ352400: 105.6573772597555812:16:54\tCompleted 3202 to KZ635200: 4461.210154097041\n", - "\n", - "12:16:54\tCompleted 3182 to KZ473600: 910.1181326318974\n", - 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] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:17:27\tCompleted 3142 to KZ434600: 1233.258304132069\n", - "12:17:27\tCompleted 3175 to KZ316200: 2546.5966825299415\n", - "12:17:27\tCompleted 3213 to KZ196800: 2150.0021668055792\n", - "12:17:27\tCompleted 3192 to KZ191000: 4116.124276323153\n", - "12:17:28\tCompleted 3197 to KZ554600: 2334.4726798855463\n", - "12:17:28\tCompleted 3153 to KZ113400: 157.23617774675162\n", - "12:17:28\tCompleted 3157 to KZ553600: 496.7487175867774\n", - "12:17:28\tCompleted 3170 to KZ711110: 2157.849138474271\n", - "12:17:28\tCompleted 3147 to KZ634600: 1749.7535857167686\n", - "12:17:28\tCompleted 3164 to KZ595800: 2145.0886241224703\n", - "12:17:28\tCompleted 3154 to KZ194000: 1452.1046252820522\n", - "12:17:28\tCompleted 3176 to KZ591000: 2306.9126182963912:17:28\tCompleted 3183 to KZ615200: 1475.5259375190506\n", - "\n", - "12:17:28\tCompleted 3182 to KZ595000: 2780.51463144168\n", - "12:17:28\tCompleted 3185 to KZ114600: 1511.7029893775036\n", - 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"12:17:30\tCompleted 3200 to KZ111810: 2967.75884796386612:17:30\tCompleted 3171 to KZ614800: 3732.2880345642834\n", - "\n", - "12:17:30\tCompleted 3169 to KZ396800: 1435.533271111191\n", - "12:17:30\tCompleted 3151 to KZ791310: 2136.949878778271\n", - "12:17:30\tCompleted 3159 to KZ276200: 3100.4379907774596\n", - "12:17:30\tCompleted 3140 to KZ233600: 3166.54058982621\n", - "12:17:30\tCompleted 3203 to KZ392400: 1752.0187291227796\n", - "12:17:30\tCompleted 3155 to KZ352300: 2186.6049435120703\n", - "12:17:30\tCompleted 3163 to KZ391000: 1234.6208254987207\n", - "12:17:30\tCompleted 3216 to KZ593200: 2140.645104102904\n", - "12:17:30\tCompleted 3181 to KZ396800: 2778.8786736869033\n", - "12:17:31\tCompleted 3161 to KZ196000: 1552.5529351692894\n", - "12:17:31\tCompleted 3210 to KZ594600: 2238.6969570698607\n", - "12:17:31\tCompleted 3211 to KZ276000: 2233.6444129576957\n", - "12:17:31\tCompleted 3193 to KZ634400: 4360.611161947354\n", - "12:17:31\tCompleted 3141 to KZ634600: 4791.266482780244\n", - 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"\n", - "12:17:32\tCompleted 3145 to KZ153200: 2343.5333744753048\n", - "12:17:32\tCompleted 3207 to KZ194400: 4464.902204257264\n", - "12:17:32\tCompleted 3176 to KZ595600: 2178.418104620702\n", - "12:17:32\tCompleted 3142 to KZ431000: 1555.843871596945\n", - "12:17:32\tCompleted 3188 to KZ471800: 2798.3006010613376\n", - "12:17:32\tCompleted 3182 to KZ593600: 3117.9496372658396\n", - "12:17:32\tCompleted 3156 to KZ434400: 2086.1603796185027\n", - "12:17:33\tCompleted 3177 to KZ613600: 1937.4760595071086\n", - "12:17:33\tCompleted 3153 to KZ114500: 478.9769469163256\n", - "12:17:33\tCompleted 3155 to KZ352800: 1433.771781745622\n", - "12:17:33\tCompleted 3213 to KZ191600: 2175.800142865665\n", - "12:17:33\tCompleted 3185 to KZ114800: 1984.9026867949399\n", - "12:17:33\tCompleted 3215 to KZ395000: 1767.2063125686584\n", - "12:17:33\tCompleted 3154 to KZ196400: 1661.9563739263504\n", - "12:17:33\tCompleted 3140 to KZ633200: 1034.9551818340576\n", - "12:17:33\tCompleted 3170 to KZ711410: 2147.9833592952446\n", - 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"\n", - "12:18:08\tCompleted 3189 to KZ613600: 2644.8671268284916\n", - "12:18:08\tCompleted 3164 to KZ594600: 2314.8495214596414\n", - "12:18:08\tCompleted 3188 to KZ596000: 1212.7573028838194\n", - "12:18:08\tCompleted 3141 to KZ316000: 3174.588534904444\n", - "12:18:08\tCompleted 3177 to KZ615200: 1924.7631159654557\n", - "12:18:08\tCompleted 3140 to KZ635200: 1731.6083323658358\n", - "12:18:08\tCompleted 3171 to KZ273200: 738.5599305448143\n", - "12:18:08\tCompleted 3145 to KZ154600: 2405.17272871466\n", - "12:18:08\tCompleted 3205 to KZ274200: 4326.028136642063\n", - "12:18:08\tCompleted 3216 to KZ596000: 2048.052330682021\n", - "12:18:08\tCompleted 3147 to KZ316200: 1677.5011378398615\n", - "12:18:09\tCompleted 3209 to KZ434400: 1660.9925790952277\n", - "12:18:09\tCompleted 3180 to KZ751410: 2526.329181087949\n", - "12:18:09\tCompleted 3160 to KZ113800: 2981.3212882228063\n", - "12:18:09\tCompleted 3208 to KZ631000: 4199.844119045404\n", - "12:18:09\tCompleted 3215 to KZ396600: 1879.9918395077232\n", - 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"12:18:11\tCompleted 3207 to KZ191000: 4512.593864934005\n", - "12:18:11\tCompleted 3182 to KZ711210: 2967.727198798682\n", - "12:18:11\tCompleted 3187 to KZ311000: 1923.0648227861388\n", - "12:18:11\tCompleted 3209 to KZ431000: 1998.6272504504484\n", - "12:18:11\tCompleted 3146 to KZ751310: 1397.339912584336\n", - "12:18:11\tCompleted 3215 to KZ394200: 1240.2905808152823\n", - "12:18:11\tCompleted 3175 to KZ352000: 2214.991125611102\n", - "12:18:11\tCompleted 3206 to KZ113200: 1706.798018718945\n", - "12:18:12\tCompleted 3163 to KZ433200: 2182.5089658640345\n", - "12:18:12\tCompleted 3176 to KZ555200: 3237.453152508862\n", - "12:18:12\tCompleted 3155 to KZ396400: 2563.9300974622556\n", - "12:18:12\tCompleted 3214 to KZ635200: 3422.5790064288085\n", - "12:18:12\tCompleted 3189 to KZ614000: 2690.225965501065\n", - "12:18:12\tCompleted 3201 to KZ633600: 876.7624695039491\n", - "12:18:12\tCompleted 3167 to KZ155600: 2536.4765774496273\n", - "12:18:12\tCompleted 3168 to KZ353200: 1278.7384881582138\n", - 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"\n", - "12:18:49\tCompleted 3177 to KZ275000: 803.5916119163085\n", - "12:18:49\tCompleted 3192 to KZ234600: 896.0133740257047\n", - "12:18:50\tCompleted 3155 to KZ395600: 2413.699101508252\n", - "12:18:50\tCompleted 3216 to KZ554600: 1696.938578626281\n", - "12:18:50\tCompleted 3167 to KZ195200: 1349.3639675344343\n", - "12:18:50\tCompleted 3180 to KZ234200: 2074.8518949984445\n", - "12:18:50\tCompleted 3170 to KZ554800: 2902.2088376779525\n", - "12:18:50\tCompleted 3145 to KZ193600: 1283.0783783575582\n", - "12:18:50\tCompleted 3172 to KZ116000: 750.1797239535\n", - "12:18:50\tCompleted 3206 to KZ116400: 1910.7904291884263\n", - "12:18:50\tCompleted 3213 to KZ196600: 2515.3313358427904\n", - "12:18:50\tCompleted 3204 to KZ791710: 1255.8609881260172\n", - "12:18:50\tCompleted 3157 to KZ615200: 1488.9877442761479\n", - "12:18:50\tCompleted 3188 to KZ554600: 1393.1139735318964\n", - "12:18:50\tCompleted 3156 to KZ593400: 558.1660362398126\n", - "12:18:51\tCompleted 3147 to KZ354400: 811.0054725623369\n", - 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"12:19:22\tCompleted 3203 to KZ475200: 4019.418450570763512:19:22\tCompleted 3154 to KZ234000: 3334.9455549853237\n", - "\n", - "12:19:22\tCompleted 3169 to KZ473600: 3218.847732399722\n", - "12:19:23\tCompleted 3209 to KZ596200: 2455.163060747811\n", - "12:19:23\tCompleted 3213 to KZ751710: 2157.5639626105663\n", - "12:19:23\tCompleted 3185 to KZ193600: 1151.540722450829\n", - "12:19:23\tCompleted 3160 to KZ154800: 1525.0531840982615\n", - "12:19:23\tCompleted 3161 to KZ633200: 1073.202346376627\n", - "12:19:23\tCompleted 3202 to KZ354800: 3462.0486599178826\n", - "12:19:23\tCompleted 3170 to KZ791710: 2058.1083178155827\n", - "12:19:23\tCompleted 3200 to KZ194800: 4377.703310922354\n", - "12:19:23\tCompleted 3166 to KZ153600: 2785.522441998726\n", - "12:19:23\tCompleted 3207 to KZ751510: 4195.386669112135\n", - "12:19:23\tCompleted 3145 to KZ194600: 1556.477934541126\n", - "12:19:23\tCompleted 3178 to KZ113800: 3278.878474235188\n", - "12:19:23\tCompleted 3204 to KZ616400: 1948.1393945709128\n", - 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"12:19:33\tCompleted 3167 to KZ196200: 1413.6245170848397\n", - "12:19:33\tCompleted 3140 to KZ315000: 1607.5311139255798\n", - "12:19:34\tCompleted 3161 to KZ633600: 1007.957664166374\n", - "12:19:34\tCompleted 3215 to KZ595000: 2048.7601482352284\n", - "12:19:34\tCompleted 3213 to KZ751910: 2124.948723037923\n", - "12:19:34\tCompleted 3185 to KZ195000: 763.4648379025928\n", - "12:19:34\tCompleted 3168 to KZ396800: 2361.391718709472\n", - "12:19:34\tCompleted 3216 to KZ612000: 1735.7897244107855\n", - "12:19:34\tCompleted 3164 to KZ614600: 2611.3789595334224\n", - "12:19:34\tCompleted 3191 to KZ751510: 1532.2519316350024\n", - "12:19:34\tCompleted 3162 to KZ352000: 442.54980140429916\n", - "12:19:34\tCompleted 3146 to KZ633200: 947.4282698994762\n", - "12:19:34\tCompleted 3184 to KZ113600: 686.6594735371184\n", - "12:19:34\tCompleted 3147 to KZ391000: 1219.4076220631239\n", - "12:19:35\tCompleted 3201 to KZ354800: 1046.4743735142056\n", - "12:19:35\tCompleted 3163 to KZ475200: 3708.4161294735295\n", - "12:19:35\tCompleted 3157 to KZ274400: 3177.0664827271917\n", - "12:19:35\tCompleted 3207 to KZ233600: 952.1886517903614\n", - "12:19:35\tCompleted 3197 to KZ275000: 1425.8800675632726\n", - "12:19:35\tCompleted 3182 to KZ791310: 2898.8785512310405\n", - "12:19:35\tCompleted 3156 to KZ551000: 613.0223705918706\n", - "12:19:35\tCompleted 3152 to KZ113800: 1765.0867338801697\n", - "12:19:35\tCompleted 3204 to KZ616000: 1352.8953878095597\n", - "12:19:35\tCompleted 3170 to KZ614000: 2106.8369542793025\n", - "12:19:35\tCompleted 3196 to KZ596000: 1840.7097587212597\n", - "12:19:35\tCompleted 3187 to KZ352400: 1940.5556288809485\n", - "12:19:35\tCompleted 3178 to KZ117000: 3504.906698553586\n", - "12:19:35\tCompleted 3212 to KZ155200: 1384.5792528903114\n", - "12:19:35\tCompleted 3208 to KZ351600: 3434.410124197038\n", - "12:19:35\tCompleted 3188 to KZ791710: 1184.4148117073837\n", - "12:19:36\tCompleted 3200 to KZ195800: 4268.370751044724\n", - "12:19:36\tCompleted 3209 to KZ711110: 2898.4079294588482\n", - "12:19:36\tCompleted 3214 to KZ315600: 1998.3580027660148\n", - "12:19:36\tCompleted 3166 to KZ154200: 2609.504758564198312:19:36\tCompleted 3190 to KZ113200: 2816.6906319486097\n", - "\n", - "12:19:36\tCompleted 3173 to KZ191000: 1377.8451647883626\n", - "12:19:36\tCompleted 3162 to KZ354800: 560.6846657653712\n", - "12:19:36\tCompleted 3175 to KZ391000: 1374.2251836461446\n", - "12:19:36\tCompleted 3185 to KZ194400: 1141.3764873071107\n", - "12:19:36\tCompleted 3169 to KZ474600: 3342.6473326481623\n", - "12:19:36\tCompleted 3203 to KZ595800: 1210.7819980168254\n", - "12:19:36\tCompleted 3184 to KZ113800: 766.2775582931524\n", - "12:19:36\tCompleted 3155 to KZ434400: 3435.2921035788004\n", - "12:19:37\tCompleted 3154 to KZ234600: 3901.061559944314\n", - "12:19:37\tCompleted 3148 to KZ554200: 1049.398672904426\n", - "12:19:37\tCompleted 3161 to KZ633800: 1227.5012333204857\n", - "12:19:37\tCompleted 3210 to KZ274400: 4481.245086941215\n", - "12:19:37\tCompleted 3193 to KZ352800: 3252.555270010347\n", - "12:19:37\tCompleted 3156 to KZ556000: 661.1437527998878\n", - "12:19:37\tCompleted 3206 to KZ154000: 3621.401739678582\n", - "12:19:37\tCompleted 3176 to KZ791510: 2444.6473624092337\n", - "12:19:37\tCompleted 3143 to KZ276200: 4166.421712503762\n", - "12:19:37\tCompleted 3202 to KZ352100: 3478.888028918947\n", - "12:19:37\tCompleted 3216 to KZ614400: 1793.6110628221238\n", - "12:19:37\tCompleted 3152 to KZ114500: 1489.2741693941225\n", - "12:19:37\tCompleted 3212 to KZ156400: 963.8692525294709\n", - "12:19:37\tCompleted 3141 to KZ356400: 3353.515678325561\n", - "12:19:38\tCompleted 3167 to KZ192600: 1473.6142123705172\n", - "12:19:38\tCompleted 3185 to KZ194600: 775.1773221813426\n", - "12:19:38\tCompleted 3147 to KZ395400: 1262.7715169884377\n", - "12:19:38\tCompleted 3142 to KZ553600: 2725.443602361695\n", - "12:19:38\tCompleted 3162 to KZ355200: 611.5846096104196\n", - "12:19:38\tCompleted 3187 to KZ356000: 1282.1859585462828\n", - "12:19:38\tCompleted 3214 to KZ316000: 1172.1189249025185\n", - "12:19:38\tCompleted 3186 to KZ633400: 1770.442516658238\n", - "12:19:38\tCompleted 3180 to KZ633600: 2399.689479557752\n", - "12:19:38\tCompleted 3184 to KZ114500: 836.4631991284837\n", - "12:19:38\tCompleted 3201 to KZ355200: 1878.731665628923\n", - "12:19:38\tCompleted 3204 to KZ613800: 1501.1495208284464\n", - "12:19:38\tCompleted 3181 to KZ474600: 4705.80274795103\n", - "12:19:39\tCompleted 3172 to KZ154000: 2583.192382203223\n", - "12:19:39\tCompleted 3188 to KZ611600: 1133.589472854707\n", - "12:19:39\tCompleted 3140 to KZ314200: 1491.73651125432\n", - "12:19:39\tCompleted 3168 to KZ394800: 2540.046287407524\n", - "12:19:39\tCompleted 3174 to KZ631000: 4504.714956631212\n", - "12:19:39\tCompleted 3153 to KZ156800: 1863.8094836605535\n", - "12:19:39\tCompleted 3175 to KZ395400: 1412.601567844804\n", - "12:19:39\tCompleted 3178 to KZ114400: 3427.3927628419874\n", - "12:19:39\tCompleted 3213 to KZ751510: 2113.4646609370075\n", - "12:19:39\tCompleted 3203 to KZ593400: 1020.1692606646852\n", - "12:19:39\tCompleted 3196 to KZ596200: 2227.709208392433\n", - "12:19:39\tCompleted 3162 to KZ355600: 234.4406364648139\n", - "12:19:39\tCompleted 3164 to KZ614800: 3092.9997649045135\n", - "12:19:39\tCompleted 3182 to KZ791510: 2908.996327227309\n", - "12:19:39\tCompleted 3215 to KZ593600: 2224.863570140538\n", - "12:19:39\tCompleted 3156 to KZ556800: 861.8316776718299\n", - "12:19:39\tCompleted 3145 to KZ195800: 1780.69715068097\n", - "12:19:40\tCompleted 3197 to KZ274800: 2002.255281767434\n", - "12:19:40\tCompleted 3212 to KZ155600: 1136.5491265684025\n", - "12:19:40\tCompleted 3185 to KZ194800: 930.1319264379412\n", - "12:19:40\tCompleted 3170 to KZ613900: 2343.7569514490183\n", - "12:19:40\tCompleted 3216 to KZ614600: 1583.2626902906886\n", - "12:19:40\tCompleted 3140 to KZ353200: 157.7110397897008\n", - "12:19:40\tCompleted 3184 to KZ114000: 772.6061855609222\n", - "12:19:40\tCompleted 3152 to KZ114000: 1570.849474010112\n", - "12:19:40\tCompleted 3209 to KZ711410: 2888.5421502798217\n", - "12:19:40\tCompleted 3173 to KZ196200: 1373.2113136015591\n", - "12:19:40\tCompleted 3179 to KZ231000: 3005.8297700729254\n", - "12:19:40\tCompleted 3208 to KZ354000: 3080.69579466613\n", - "12:19:40\tCompleted 3191 to KZ231000: 4705.970065061886\n", - "12:19:41\tCompleted 3190 to KZ113400: 2894.5516687539475\n", - "12:19:41\tCompleted 3162 to KZ352100: 691.367622102523912:19:41\tCompleted 3192 to KZ635400: 4800.726625518291\n", - "\n", - "12:19:41\tCompleted 3161 to KZ634000: 1468.681325455305312:19:41\tCompleted 3212 to KZ156800: 638.5289707889848\n", - "\n", - "12:19:41\tCompleted 3146 to KZ634800: 1668.4321918426199\n", - "12:19:41\tCompleted 3207 to KZ633200: 4470.628270210811\n", - "12:19:41\tCompleted 3155 to KZ431000: 2776.113672725334\n", - "12:19:41\tCompleted 3175 to KZ392000: 1209.5074418913377\n", - "12:19:41\tCompleted 3148 to KZ791110: 1596.5144075421501\n", - "12:19:41\tCompleted 3201 to KZ355600: 1474.002778287112\n", - "12:19:41\tCompleted 3176 to KZ791710: 2416.1474230589474\n", - "12:19:41\tCompleted 3160 to KZ193200: 4937.749114075253\n", - "12:19:41\tCompleted 3188 to KZ613600: 1187.784609498529\n", - "12:19:42\tCompleted 3156 to KZ554800: 866.5271657162855\n", - "12:19:42\tCompleted 3184 to KZ117000: 695.238529007526\n", - "12:19:42\tCompleted 3185 to KZ195600: 1135.0909379712155\n", - "12:19:42\tCompleted 3193 to KZ356400: 3352.9690253412614\n", - "\n", - "12:19:42\tCompleted 3163 to KZ471800: 3538.02590931280412:19:42\tCompleted 3141 to KZ352400: 3155.1973642060725\n", - "12:19:42\tCompleted 3157 to KZ275400: 3852.254914684202\n", - "12:19:42\tCompleted 3202 to KZ352200: 2965.2453591808608\n", - "12:19:42\tCompleted 3162 to KZ352200: 40.46113438824452\n", - "12:19:42\tCompleted 3203 to KZ594200: 1200.0270097281968\n", - "12:19:42\tCompleted 3214 to KZ316600: 1820.1097889865694\n", - "12:19:42\tCompleted 3196 to KZ596400: 1848.6052004856826\n", - "12:19:42\tCompleted 3147 to KZ392000: 1379.695212068677\n", - "12:19:42\tCompleted 3206 to KZ154200: 3924.0377786479044\n", - "12:19:42\tCompleted 3200 to KZ196000: 4455.15150643366\n", - "12:19:42\tCompleted 3166 to KZ156000: 2182.7539909324187\n", - "12:19:43\tCompleted 3152 to KZ117000: 1493.481817456716\n", - "12:19:43\tCompleted 3140 to KZ353600: 878.7495954966649\n", - "12:19:43\tCompleted 3142 to KZ552200: 2616.975660339982\n", - "12:19:43\tCompleted 3213 to KZ231000: 1782.62154440583\n", - "12:19:43\tCompleted 3204 to KZ273200: 1753.834049983442\n", - "12:19:43\tCompleted 3154 to KZ234800: 3034.76293577993\n", - "12:19:43\tCompleted 3186 to KZ633600: 1704.2618757501405\n", - "12:19:43\tCompleted 3182 to KZ791710: 2880.4963878770227\n", - "12:19:43\tCompleted 3184 to KZ114400: 611.5542568467233\n", - "12:19:43\tCompleted 3187 to KZ354400: 2069.4912813005258\n", - "12:19:43\tCompleted 3167 to KZ196600: 1732.6911689601325\n", - "12:19:43\tCompleted 3168 to KZ395000: 2468.021697098486\n", - "12:19:43\tCompleted 3216 to KZ614800: 2064.883495661795\n", - "12:19:43\tCompleted 3164 to KZ615400: 2834.163531995062\n", - "12:19:43\tCompleted 3170 to KZ612000: 1849.6285921147735\n", - "12:19:43\tCompleted 3143 to KZ271000: 4184.114667917994\n", - "12:19:44\tCompleted 3201 to KZ352100: 1106.7478391949094\n", - "12:19:44\tCompleted 3169 to KZ475000: 3712.9763593979396\n", - "12:19:44\tCompleted 3210 to KZ275400: 5156.433518898265\n", - "12:19:44\tCompleted 3197 to KZ275800: 1471.8381057558327\n", - "12:19:44\tCompleted 3163 to KZ593200: 655.4764250818315\n", - "12:19:44\tCompleted 3215 to KZ595200: 1996.6666889071034\n", - "12:19:44\tCompleted 3156 to KZ556400: 804.2610394077277\n", - "12:19:44\tCompleted 3178 to KZ114600: 4033.4619118146297\n", - "12:19:44\tCompleted 3145 to KZ196000: 1553.9962900186592\n", - "12:19:44\tCompleted 3185 to KZ195800: 1197.2396652511864\n", - "12:19:44\tCompleted 3146 to KZ633400: 847.1474954569347\n", - "12:19:44\tCompleted 3175 to KZ395600: 1523.0736478723077\n", - "12:19:44\tCompleted 3140 to KZ351600: 533.7785157499102\n", - "12:19:44\tCompleted 3209 to KZ711210: 2885.8979197217986\n", - "12:19:44\tCompleted 3173 to KZ192600: 1433.2010088872366\n", - "12:19:44\tCompleted 3153 to KZ193200: 1666.489014192917\n", - "12:19:45\tCompleted 3162 to KZ352300: 830.340692316435\n", - "12:19:45\tCompleted 3214 to KZ316200: 1322.83905697803\n", - "12:19:45\tCompleted 3190 to KZ113600: 2573.068786914186\n", - "12:19:45\tCompleted 3188 to KZ614000: 1233.143448171105\n", - "12:19:45\tCompleted 3202 to KZ352300: 2254.4304400248916\n", - "12:19:45\tCompleted 3208 to KZ351000: 3044.7321614655434\n", - "12:19:45\tCompleted 3172 to KZ154200: 2885.8284211725454\n", - "12:19:45\tCompleted 3180 to KZ633800: 2700.274827038261312:19:45\tCompleted 3141 to KZ356000: 2545.001063111038\n", - "\n", - "12:19:45\tCompleted 3174 to KZ634600: 4963.444484096679\n", - "12:19:45\tCompleted 3181 to KZ475000: 5076.13177470085212:19:45\tCompleted 3185 to KZ196000: 471.77617705324263\n", - "\n", - "12:19:45\tCompleted 3140 to KZ354000: 67.64050903898514\n", - "12:19:45\tCompleted 3152 to KZ114400: 1628.020286683233\n", - "12:19:46\tCompleted 3184 to KZ114600: 957.9466533222667\n", - "12:19:46\tCompleted 3176 to KZ611600: 2365.3220842062824\n", - "12:19:46\tCompleted 3162 to KZ352800: 67.5835570852113\n", - "12:19:46\tCompleted 3147 to KZ395600: 1256.8485613597534\n", - "12:19:46\tCompleted 3187 to KZ351800: 1304.172832443697\n", - "12:19:46\tCompleted 3148 to KZ791310: 1572.391523984241\n", - "12:19:46\tCompleted 3163 to KZ595800: 759.3960351222088\n", - "12:19:46\tCompleted 3196 to KZ594600: 2206.983039519699\n", - "12:19:46\tCompleted 3203 to KZ596600: 1300.912527304962\n", - "12:19:46\tCompleted 3201 to KZ352200: 1317.8906757214374\n", - "12:19:46\tCompleted 3167 to KZ194200: 1234.6409111326673\n", - "12:19:47\tCompleted 3155 to KZ435200: 2852.4199789537406\n", - "12:19:47\tCompleted 3191 to KZ234000: 4914.580542429539\n", - "12:19:47\tCompleted 3193 to KZ352400: 3202.8240804613247\n", - "12:19:47\tCompleted 3156 to KZ554200: 1053.7590805683535\n", - "12:19:47\tCompleted 3214 to KZ311000: 1183.4103173489145\n", - "12:19:47\tCompleted 3140 to KZ351000: 68.346508132164712:19:47\tCompleted 3216 to KZ615400: 1806.047262752347\n", - "\n", - "12:19:47\tCompleted 3161 to KZ635400: 1976.9172390270116\n", - "12:19:47\tCompleted 3185 to KZ191000: 598.4430449306373\n", - "12:19:47\tCompleted 3182 to KZ611600: 2829.671049024359\n", - "12:19:47\tCompleted 3162 to KZ356400: 355.15461745336313\n", - "12:19:47\tCompleted 3204 to KZ274400: 1690.9627374701531\n", - "12:19:47\tCompleted 3178 to KZ114800: 2979.8943406242715\n", - "12:19:47\tCompleted 3146 to KZ633600: 923.4401283151108\n", - "12:19:47\tCompleted 3179 to KZ234000: 3214.4402474406133\n", - "12:19:47\tCompleted 3168 to KZ395200: 1999.9862120236407\n", - "12:19:48\tCompleted 3163 to KZ593400: 568.7832977700685\n", - "12:19:48\tCompleted 3206 to KZ156000: 3497.287011016125\n", - "12:19:48\tCompleted 3192 to KZ635000: 4328.05983560662\n", - "12:19:48\tCompleted 3164 to KZ615200: 2571.5801784968\n", - "12:19:48\tCompleted 3142 to KZ554600: 2673.1659989126742\n", - 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"12:20:31\tCompleted 3174 to KZ316200: 3497.4866682963498\n", - "12:20:31\tCompleted 3202 to KZ396800: 1914.0087509349482\n", - "12:20:32\tCompleted 3213 to KZ634800: 3609.228976907641512:20:32\tCompleted 3187 to KZ396600: 1481.871770530996\n", - "\n", - "12:20:32\tCompleted 3172 to KZ193200: 1340.8813664545985\n", - "12:20:32\tCompleted 3206 to KZ196800: 908.9621920857802\n", - "12:20:32\tCompleted 3209 to KZ551000: 3389.981760734858\n", - "12:20:32\tCompleted 3214 to KZ355600: 1888.0395309449432\n", - "12:20:32\tCompleted 3146 to KZ636200: 1330.2744835477963\n", - "12:20:32\tCompleted 3169 to KZ711110: 212.6024294806998\n", - "12:20:32\tCompleted 3163 to KZ554600: 699.5606435192415\n", - "12:20:32\tCompleted 3208 to KZ352400: 3022.5045279366987\n", - "12:20:32\tCompleted 3160 to KZ195000: 4734.339184272978\n", - "12:20:32\tCompleted 3140 to KZ396400: 1377.9306034890405\n", - "12:20:32\tCompleted 3152 to KZ153200: 3537.935490951832412:20:32\tCompleted 3162 to KZ395200: 1024.5155712118903\n", - 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"\n", - "12:21:06\tCompleted 3155 to KZ595000: 1825.6039198109702\n", - "12:21:06\tCompleted 3162 to KZ394200: 1551.4860819690464\n", - "12:21:06\tCompleted 3152 to KZ154600: 3599.5748451911877\n", - "12:21:06\tCompleted 3182 to KZ276000: 604.8086488018363\n", - "12:21:06\tCompleted 3185 to KZ634800: 810.87074911053\n", - "12:21:06\tCompleted 3206 to KZ751910: 891.4950247555087\n", - "12:21:07\tCompleted 3169 to KZ554200: 1114.7596739015676\n", - "12:21:07\tCompleted 3200 to KZ234800: 403.70174054170775\n", - "12:21:07\tCompleted 3181 to KZ552200: 1419.60724653804\n", - "12:21:07\tCompleted 3144 to KZ153600: 2736.2687129758706\n", - "12:21:07\tCompleted 3154 to KZ636400: 1662.6549985728107\n", - "12:21:07\tCompleted 3159 to KZ114600: 584.033770442697\n", - "12:21:07\tCompleted 3164 to KZ275800: 4353.155981443652\n", - "12:21:07\tCompleted 3211 to KZ114500: 2060.4371474114696\n", - "12:21:07\tCompleted 3203 to KZ554200: 1509.4445754855092\n", - "12:21:07\tCompleted 3178 to KZ193600: 4654.404341493934\n", - 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"text": [ - "12:21:30\tCompleted 3163 to KZ612000: 1346.06131972203\n", - "12:21:30\tCompleted 3200 to KZ633400: 4004.5159843748693\n", - "12:21:30\tCompleted 3199 to KZ153200: 866.0195558735783\n", - "12:21:31\tCompleted 3181 to KZ791310: 2524.839383964691512:21:31\tCompleted 3166 to KZ196000: 1570.1955758325666\n", - "\n", - "12:21:31\tCompleted 3185 to KZ634600: 680.3923559453823\n", - "12:21:31\tCompleted 3153 to KZ751710: 1379.328449750413\n", - "12:21:31\tCompleted 3186 to KZ314800: 1757.2038262485628\n", - "12:21:31\tCompleted 3192 to KZ315600: 3846.1096213978394\n", - "12:21:31\tCompleted 3173 to KZ634800: 1840.727646319809\n", - "12:21:31\tCompleted 3145 to KZ633200: 1047.995383926848\n", - "12:21:31\tCompleted 3196 to KZ615600: 2504.914162996048\n", - "12:21:31\tCompleted 3146 to KZ315000: 1622.4293893504503\n", - "12:21:31\tCompleted 3154 to KZ314800: 1237.1713234631686\n", - "12:21:31\tCompleted 3184 to KZ193200: 1875.8757147788237\n", - "12:21:32\tCompleted 3205 to KZ115400: 1420.9631556324296\n", - 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"\n", - "12:21:53\tCompleted 3185 to KZ316000: 2028.1473898303598\n", - "12:21:53\tCompleted 3152 to KZ195000: 1178.586782110052\n", - "12:21:53\tCompleted 3167 to KZ635200: 1775.9636714251633\n", - "12:21:53\tCompleted 3166 to KZ194200: 1261.8972602472459\n", - "12:21:53\tCompleted 3171 to KZ116000: 3495.072426266998\n", - "12:21:53\tCompleted 3206 to KZ235600: 4542.834693679363\n", - "12:21:53\tCompleted 3148 to KZ276600: 3092.482563486648\n", - "12:21:53\tCompleted 3174 to KZ352400: 3327.375365522477\n", - "12:21:53\tCompleted 3165 to KZ114600: 606.9088993858142\n", - "12:21:53\tCompleted 3146 to KZ352100: 771.9555514100672\n", - "12:21:53\tCompleted 3155 to KZ554600: 1252.1097482882979\n", - "12:21:53\tCompleted 3141 to KZ594200: 2743.55455335582\n", - "12:21:53\tCompleted 3183 to KZ115200: 1061.7213182377443\n", - "12:21:54\tCompleted 3142 to KZ613800: 2394.215505197648\n", - "12:21:54\tCompleted 3162 to KZ434000: 1761.4561275200074\n", - "12:21:54\tCompleted 3161 to KZ393200: 1229.1955706274355\n", - 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"\n", - "12:22:15\tCompleted 3163 to KZ612600: 1375.6034554411285\n", - "12:22:16\tCompleted 3199 to KZ194000: 3983.103056018651\n", - "12:22:16\tCompleted 3179 to KZ314000: 1387.744022592941312:22:16\tCompleted 3173 to KZ636800: 1384.1543681258634\n", - "\n", - "12:22:16\tCompleted 3211 to KZ154000: 1134.0577990448387\n", - "12:22:16\tCompleted 3140 to KZ433600: 1641.6550767878673\n", - "12:22:16\tCompleted 3147 to KZ594600: 913.9437290237996\n", - "12:22:16\tCompleted 3191 to KZ356000: 2711.4025440772866\n", - "12:22:16\tCompleted 3189 to KZ113600: 2523.881066945619812:22:16\tCompleted 3142 to KZ274000: 1426.9923686053858\n", - "\n", - "12:22:16\tCompleted 3192 to KZ353600: 3879.3261036082736\n", - "12:22:16\tCompleted 3141 to KZ595600: 2632.391001581797\n", - "12:22:16\tCompleted 3201 to KZ435200: 2208.689054882835\n", - "12:22:16\tCompleted 3154 to KZ355200: 617.4965937011679\n", - "12:22:16\tCompleted 3181 to KZ614800: 3033.259144494793\n", - "12:22:16\tCompleted 3185 to KZ351600: 928.6275965849105\n", - 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] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:23:10\tCompleted 3160 to KZ633600: 4185.721636720733\n", - "12:23:10\tCompleted 3212 to KZ235600: 1821.8701616547314\n", - "12:23:10\tCompleted 3144 to KZ195800: 1791.4047627401217\n", - "12:23:10\tCompleted 3153 to KZ635000: 1449.9322167609423\n", - "12:23:10\tCompleted 3215 to KZ275000: 1891.9018062418513\n", - "12:23:10\tCompleted 3152 to KZ234600: 5070.606107889972\n", - "12:23:10\tCompleted 3143 to KZ115200: 1803.8572768555919\n", - "12:23:10\tCompleted 3179 to KZ352800: 261.68104964361936\n", - "12:23:10\tCompleted 3162 to KZ596200: 935.4841115542681\n", - "12:23:10\tCompleted 3174 to KZ434400: 2257.9236951213093\n", - "12:23:11\tCompleted 3207 to KZ354000: 3503.3135974157562\n", - "12:23:11\tCompleted 3154 to KZ395200: 1011.214351867042\n", - "12:23:11\tCompleted 3166 to KZ235200: 3133.2639075752145\n", - "12:23:11\tCompleted 3171 to KZ196400: 5111.145204258099\n", - "12:23:11\tCompleted 3213 to KZ316600: 1982.408988054023\n", - 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"\n", - "12:23:40\tCompleted 3144 to KZ751210: 1354.6237658009659\n", - "12:23:40\tCompleted 3189 to KZ155600: 469.74060601466095\n", - "12:23:40\tCompleted 3186 to KZ396600: 1080.6060314183474\n", - "12:23:40\tCompleted 3151 to KZ116000: 2088.798814951274\n", - "12:23:40\tCompleted 3162 to KZ556800: 880.2880268340921\n", - "12:23:40\tCompleted 3153 to KZ636200: 1401.7303276705122\n", - "12:23:40\tCompleted 3171 to KZ194400: 4812.28163129343\n", - "12:23:40\tCompleted 3161 to KZ434800: 1381.0839278966873\n", - "12:23:40\tCompleted 3200 to KZ315600: 3876.7476986152683\n", - "12:23:40\tCompleted 3165 to KZ193200: 1721.4244342211628\n", - "12:23:40\tCompleted 3167 to KZ352800: 45.64396467761323\n", - "12:23:40\tCompleted 3201 to KZ593600: 2028.5407895001686\n", - "12:23:41\tCompleted 3173 to KZ352000: 361.794462249604\n", - "12:23:41\tCompleted 3193 to KZ552200: 3480.1647539239334\n", - "12:23:41\tCompleted 3146 to KZ431900: 1782.6301763906195\n", - "12:23:41\tCompleted 3145 to KZ354800: 568.3400915473113\n", - 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"\n", - "12:23:42\tCompleted 3189 to KZ156800: 1390.4851316918162\n", - "12:23:42\tCompleted 3186 to KZ394200: 1029.995073559824512:23:42\tCompleted 3183 to KZ194000: 1245.2826592880242\n", - "\n", - "12:23:42\tCompleted 3162 to KZ554800: 884.9835148785477\n", - "12:23:42\tCompleted 3145 to KZ355200: 596.8710192792184\n", - "12:23:42\tCompleted 3173 to KZ354800: 640.0684319971288\n", - "12:23:42\tCompleted 3210 to KZ116600: 1909.555422505584\n", - "12:23:43\tCompleted 3185 to KZ395200: 2079.305307301554\n", - "12:23:43\tCompleted 3152 to KZ633600: 536.2840141437432\n", - "12:23:43\tCompleted 3160 to KZ632200: 4118.759224524624\n", - "12:23:43\tCompleted 3167 to KZ352400: 87.10102807365156\n", - "12:23:43\tCompleted 3192 to KZ396400: 1847.2905531204258\n", - "12:23:43\tCompleted 3159 to KZ195600: 1877.7499202031984\n", - "12:23:43\tCompleted 3155 to KZ273200: 4383.275999032091\n", - "12:23:43\tCompleted 3169 to KZ276000: 3418.5076216340785\n", - "12:23:43\tCompleted 3168 to KZ791510: 2224.236012965579\n", - 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"12:23:53\tCompleted 3152 to KZ632400: 184.575381045136\n", - "12:23:53\tCompleted 3180 to KZ354400: 1832.5753074838487\n", - "12:23:53\tCompleted 3159 to KZ196000: 1515.3546598908588\n", - "12:23:53\tCompleted 3206 to KZ351800: 2191.453639076177\n", - "12:23:53\tCompleted 3151 to KZ111810: 2245.5207824773984\n", - "12:23:53\tCompleted 3210 to KZ115400: 2270.2289922924865\n", - "12:23:53\tCompleted 3213 to KZ352000: 1471.0159267897504\n", - "12:23:53\tCompleted 3186 to KZ431900: 919.7437951075432\n", - "12:23:53\tCompleted 3183 to KZ191600: 1107.5428022566816\n", - "12:23:53\tCompleted 3171 to KZ194800: 5090.914249351932\n", - "12:23:53\tCompleted 3212 to KZ633800: 3030.624446971768\n", - "12:23:53\tCompleted 3154 to KZ433200: 2212.106231376705\n", - "12:23:53\tCompleted 3201 to KZ595600: 2150.0942378318655\n", - "12:23:54\tCompleted 3208 to KZ553600: 3408.3131434210204\n", - "12:23:54\tCompleted 3167 to KZ393200: 1236.973745220487712:23:54\tCompleted 3178 to KZ235200: 1253.4648601334861\n", - "\n", - "12:23:54\tCompleted 3173 to KZ356400: 274.3992782986679\n", - "12:23:54\tCompleted 3153 to KZ634600: 1748.674191610281\n", - "12:23:54\tCompleted 3205 to KZ751310: 864.7488631859279\n", - "12:23:54\tCompleted 3141 to KZ556400: 3698.869301334897\n", - "12:23:54\tCompleted 3162 to KZ791110: 1564.6727770294924\n", - "12:23:54\tCompleted 3147 to KZ615200: 1541.750190164344\n", - "12:23:54\tCompleted 3192 to KZ395000: 2108.451932783402\n", - "12:23:54\tCompleted 3187 to KZ791310: 1720.0564086132094\n", - "12:23:55\tCompleted 3217 to KZ155600: 3711.633280946111\n", - "12:23:55\tCompleted 3179 to KZ394800: 1673.8337102789328\n", - "12:23:55\tCompleted 3152 to KZ632800: 783.4551811755822\n", - "12:23:55\tCompleted 3140 to KZ553200: 674.0922809100712\n", - "12:23:55\tCompleted 3166 to KZ635400: 1995.9952620584706\n", - "12:23:55\tCompleted 3191 to KZ394400: 3197.70706120316612:23:55\tCompleted 3189 to KZ193400: 4278.6785014333755\n", - "\n", - "12:23:55\tCompleted 3200 to KZ316200: 3201.228752827285\n", - "12:23:55\tCompleted 3145 to KZ356000: 1021.4297814634853\n", - "12:23:55\tCompleted 3173 to KZ352400: 127.51423155693166\n", - "12:23:55\tCompleted 3178 to KZ235600: 909.9410495414589\n", - "12:23:55\tCompleted 3197 to KZ116000: 1723.9033315455142\n", - "12:23:55\tCompleted 3186 to KZ434600: 953.4083655339235\n", - "12:23:55\tCompleted 3180 to KZ351800: 1067.2568586270197\n", - "12:23:56\tCompleted 3185 to KZ392000: 2435.299161816057\n", - "12:23:56\tCompleted 3190 to KZ751710: 3723.9300727270083\n", - "12:23:56\tCompleted 3163 to KZ274200: 3891.377264977767\n", - "12:23:56\tCompleted 3146 to KZ431000: 1500.065714925232\n", - "12:23:56\tCompleted 3174 to KZ594200: 2915.732554672223\n", - "12:23:56\tCompleted 3193 to KZ551000: 3555.2573487743016\n", - "12:23:56\tCompleted 3144 to KZ751710: 1415.1274395044272\n", - "12:23:56\tCompleted 3214 to KZ596400: 2287.523458324217\n", - "12:23:56\tCompleted 3152 to KZ636800: 116.78630949557382\n", - "12:23:56\tCompleted 3183 to KZ195200: 1128.5971313339783\n", - "12:23:56\tCompleted 3199 to KZ194200: 3877.8357913125774\n", - "12:23:56\tCompleted 3211 to KZ195800: 2414.9822744688295\n", - "12:23:56\tCompleted 3205 to KZ751410: 880.4164822766878\n", - "12:23:56\tCompleted 3172 to KZ636400: 1316.0903918916626\n", - "12:23:56\tCompleted 3175 to KZ613900: 2471.425999007326\n", - "12:23:56\tCompleted 3161 to KZ471000: 3631.297987370645\n", - "12:23:56\tCompleted 3140 to KZ553600: 435.55180557590216\n", - "12:23:56\tCompleted 3168 to KZ613600: 2332.947815685746\n", - "12:23:56\tCompleted 3155 to KZ275400: 4988.530831000707\n", - "12:23:56\tCompleted 3160 to KZ632400: 4827.340990745021\n", - "12:23:57\tCompleted 3159 to KZ191000: 1390.6738014445134\n", - "12:23:57\tCompleted 3204 to KZ113200: 1869.9016536088177\n", - "12:23:57\tCompleted 3178 to KZ233600: 1507.90149074964512:23:57\tCompleted 3201 to KZ596000: 1792.9092537787744\n", - "\n", - "12:23:57\tCompleted 3169 to KZ271000: 3155.58679031439\n", - "12:23:57\tCompleted 3167 to KZ393400: 1245.0760115292464\n", - "12:23:57\tCompleted 3157 to KZ154000: 2289.069224682107\n", - "12:23:57\tCompleted 3207 to KZ356400: 3595.267275566278\n", - "12:23:57\tCompleted 3206 to KZ393200: 2558.010826363958\n", - "12:23:57\tCompleted 3202 to KZ556800: 3517.440588165864\n", - "12:23:57\tCompleted 3145 to KZ354400: 813.913903286334\n", - "12:23:57\tCompleted 3151 to KZ116600: 2064.7192295251925\n", - "12:23:58\tCompleted 3143 to KZ154600: 3521.4715874074955\n", - "12:23:58\tCompleted 3152 to KZ635800: 653.0610357178011\n", - "12:23:58\tCompleted 3192 to KZ395200: 2186.6526655179755\n", - "12:23:58\tCompleted 3173 to KZ356000: 910.6817403850149\n", - "12:23:58\tCompleted 3177 to KZ195000: 3369.481648143816\n", - "12:23:58\tCompleted 3153 to KZ634400: 1328.312204715856\n", - "12:23:58\tCompleted 3154 to KZ431900: 1697.0020451588734\n", - "12:23:58\tCompleted 3140 to KZ552200: 516.6273371233171\n", - "12:23:58\tCompleted 3181 to KZ276200: 4481.239237475899\n", - "12:23:58\tCompleted 3187 to KZ791510: 1730.1741846094778\n", - "12:23:58\tCompleted 3205 to KZ751710: 916.1324361069486\n", - "12:23:58\tCompleted 3184 to KZ234000: 3117.93974240108\n", - "12:23:58\tCompleted 3208 to KZ552200: 3299.8452013993074\n", - "12:23:58\tCompleted 3183 to KZ195000: 1050.713376158105\n", - "12:23:58\tCompleted 3210 to KZ151000: 3655.437569310628\n", - "12:23:58\tCompleted 3197 to KZ116400: 1523.6475499131734\n", - "12:23:59\tCompleted 3164 to KZ113200: 1672.2025636047476\n", - "12:23:59\tCompleted 3162 to KZ791310: 1540.5498934715833\n", - "12:23:59\tCompleted 3180 to KZ393200: 1141.8572585498657\n", - "12:23:59\tCompleted 3165 to KZ196400: 1713.4303854197744\n", - "12:23:59\tCompleted 3152 to KZ636200: 66.74887905691381\n", - "12:23:59\tCompleted 3174 to KZ596600: 2667.995687556568\n", - "12:23:59\tCompleted 3166 to KZ635000: 1523.3284721468362\n", - "12:23:59\tCompleted 3186 to KZ434400: 1296.3577644956579\n", - "12:23:59\tCompleted 3200 to KZ311000: 3061.800013198164\n", - "12:23:59\tCompleted 3141 to KZ554200: 3868.714203188089\n", - "12:23:59\tCompleted 3172 to KZ631000: 1022.2570666002324\n", - "12:23:59\tCompleted 3171 to KZ195600: 5167.6948171071435\n", - "12:23:59\tCompleted 3144 to KZ751810: 1368.9865072705259\n", - "12:24:00\tCompleted 3173 to KZ354400: 703.1658622078636\n", - "12:24:00\tCompleted 3145 to KZ351800: 834.9486179293599\n", - "12:24:00\tCompleted 3167 to KZ391600: 1140.817826706892\n", - "12:24:00\tCompleted 3185 to KZ395600: 2312.4525111071443\n", - "12:24:00\tCompleted 3175 to KZ612000: 1977.2976396730865\n", - "12:24:00\tCompleted 3140 to KZ554600: 655.198486258918\n", - "12:24:00\tCompleted 3213 to KZ354800: 2408.56976258504\n", - "12:24:00\tCompleted 3147 to KZ616400: 2383.5700360652763\n", - "12:24:00\tCompleted 3217 to KZ156800: 3173.710665848244\n", - "12:24:00\tCompleted 3180 to KZ393400: 704.029577888139\n", - "12:24:00\tCompleted 3205 to KZ751810: 869.9915038730472\n", - "12:24:00\tCompleted 3159 to KZ196200: 1386.03995025771\n", - "12:24:00\tCompleted 3189 to KZ193600: 3699.3806866737946\n", - "12:24:01\tCompleted 3192 to KZ391000: 1998.2191767261104\n", - "12:24:01\tCompleted 3186 to KZ431000: 637.1793336421557\n", - "12:24:01\tCompleted 3214 to KZ594600: 2007.0416989059747\n", - "12:24:01\tCompleted 3152 to KZ636400: 994.7599735794946\n", - "12:24:01\tCompleted 3212 to KZ634000: 3271.8045391065793\n", - "12:24:01\tCompleted 3193 to KZ556000: 3603.378730982315\n", - "12:24:01\tCompleted 3168 to KZ614000: 2279.807768771419\n", - "12:24:01\tCompleted 3204 to KZ113400: 1902.6442493241534\n", - "12:24:01\tCompleted 3179 to KZ395000: 1707.7747329284684\n", - "12:24:01\tCompleted 3146 to KZ435200: 1576.3720211536474\n", - "12:24:01\tCompleted 3164 to KZ113400: 1690.7213226813706\n", - "12:24:01\tCompleted 3191 to KZ433200: 3926.159711823512\n", - "12:24:01\tCompleted 3215 to KZ274200: 2820.903414147978\n", - "12:24:01\tCompleted 3217 to KZ193200: 175.4933980014269\n", - "12:24:01\tCompleted 3201 to KZ596200: 2179.9087034499494\n", - "12:24:02\tCompleted 3207 to KZ352400: 3445.122330686325\n", - "12:24:02\tCompleted 3206 to KZ393400: 2566.113092672699\n", - "12:24:02\tCompleted 3151 to KZ115600: 2010.9444172459812:24:02\tCompleted 3190 to KZ751810: 3670.173916803958\n", - "\n", - "12:24:02\tCompleted 3199 to KZ751210: 3832.6354138973907\n", - "12:24:02\tCompleted 3173 to KZ351800: 724.2005768508895\n", - "12:24:02\tCompleted 3166 to KZ632200: 936.6910064441072\n", - "12:24:02\tCompleted 3152 to KZ631000: 8.242640687119284\n", - "12:24:02\tCompleted 3187 to KZ791710: 1701.674245259189\n", - "12:24:02\tCompleted 3186 to KZ435200: 713.4856398705712\n", - "12:24:02\tCompleted 3161 to KZ473600: 3212.323221347701712:24:02\tCompleted 3145 to KZ393200: 1167.759113317338\n", - "\n", - "12:24:02\tCompleted 3174 to KZ595000: 2942.3165649010803\n", - "12:24:03\tCompleted 3165 to KZ196800: 1313.8493736781259\n", - "12:24:03\tCompleted 3202 to KZ554800: 3521.4171490135845\n", - "12:24:03\tCompleted 3205 to KZ751910: 870.9301855092696\n", - "12:24:03\tCompleted 3217 to KZ193400: 377.8379099453534\n", - "12:24:03\tCompleted 3180 to KZ391600: 963.2258211387151\n", - "12:24:03\tCompleted 3197 to KZ116800: 1849.8788954746456\n", - "12:24:03\tCompleted 3140 to KZ555600: 989.0845305725921\n", - "12:24:03\tCompleted 3211 to KZ196000: 2601.7630298577205\n", - "12:24:03\tCompleted 3183 to KZ194400: 1379.5731929989738\n", - "12:24:03\tCompleted 3143 to KZ154800: 3404.6522676594514\n", - "12:24:03\tCompleted 3155 to KZ273600: 4156.490089983162\n", - "12:24:03\tCompleted 3162 to KZ791510: 1539.090418617833\n", - "12:24:03\tCompleted 3178 to KZ633200: 4812.734937764165\n", - "12:24:03\tCompleted 3208 to KZ554600: 3356.0355399719997\n", - "12:24:03\tCompleted 3157 to KZ154200: 2591.705263651429\n", - "12:24:03\tCompleted 3154 to KZ434600: 1730.6666155852538\n", - "12:24:03\tCompleted 3152 to KZ634600: 605.4256604988992\n", - "12:24:03\tCompleted 3141 to KZ791110: 3005.1530621382985\n", - "12:24:03\tCompleted 3160 to KZ632800: 4577.567865240194\n", - "12:24:03\tCompleted 3153 to KZ313600: 1678.6062471314472\n", - "12:24:03\tCompleted 3167 to KZ393600: 1217.5379683254753\n", - "12:24:04\tCompleted 3144 to KZ751910: 1369.9251889067484\n", - "12:24:04\tCompleted 3210 to KZ153200: 3705.6311767393754\n", - "12:24:04\tCompleted 3186 to KZ434800: 628.5087297956545\n", - "12:24:04\tCompleted 3172 to KZ634600: 1423.0665438719548\n", - "12:24:04\tCompleted 3192 to KZ395400: 2036.5955609247699\n", - "12:24:04\tCompleted 3217 to KZ193600: 730.8093663139856\n", - "12:24:04\tCompleted 3164 to KZ113600: 1824.818396687809\n", - "12:24:04\tCompleted 3213 to KZ355200: 1693.189648751803\n", - "12:24:04\tCompleted 3200 to KZ315000: 3474.471887337379\n", - "12:24:04\tCompleted 3214 to KZ711110: 1776.3840638902427\n", - "12:24:04\tCompleted 3185 to KZ395800: 2614.836586513623\n", - "12:24:04\tCompleted 3179 to KZ395200: 1226.0717014594557\n", - "12:24:04\tCompleted 3181 to KZ271000: 4498.932192890136\n", - "12:24:04\tCompleted 3180 to KZ393600: 844.7145466750817\n", - "12:24:04\tCompleted 3140 to KZ551000: 591.7199319736995\n", - "12:24:05\tCompleted 3175 to KZ614400: 2399.627322995173\n", - "12:24:05\tCompleted 3205 to KZ751510: 863.4187115797255\n", - "12:24:05\tCompleted 3159 to KZ192600: 1446.0296455433875\n", - "12:24:05\tCompleted 3204 to KZ113600: 1626.2798085743843\n", - "12:24:05\tCompleted 3177 to KZ194400: 3192.7675189085926\n", - "12:24:05\tCompleted 3169 to KZ274000: 3819.2744802535963\n", - "12:24:05\tCompleted 3152 to KZ634400: 261.1064874967061\n", - "12:24:05\tCompleted 3216 to KZ113200: 1854.2727623470323\n", - "12:24:05\tCompleted 3151 to KZ115200: 1669.2630799746432\n", - "12:24:05\tCompleted 3207 to KZ356000: 2786.752660351755\n", - "12:24:05\tCompleted 3217 to KZ194000: 586.3545974593175\n", - "12:24:05\tCompleted 3201 to KZ596400: 1849.1835843938672\n", - "12:24:05\tCompleted 3173 to KZ393200: 1277.3869487037682\n", - "12:24:05\tCompleted 3186 to KZ433600: 828.3514933375556\n", - "12:24:06\tCompleted 3147 to KZ615600: 1581.8785399302526\n", - "12:24:06\tCompleted 3145 to KZ393400: 1175.8613796260972\n", - "12:24:06\tCompleted 3171 to KZ195800: 4981.581689474295\n", - "12:24:06\tCompleted 3206 to KZ391600: 2500.7050565812165\n", - "12:24:06\tCompleted 3187 to KZ611600: 1650.8489064065125\n", - "12:24:06\tCompleted 3146 to KZ434800: 1491.395111078731\n", - "12:24:06\tCompleted 3184 to KZ234200: 3568.8854489220157\n", - "12:24:06\tCompleted 3189 to KZ194000: 3765.868052519027\n", - "12:24:06\tCompleted 3193 to KZ556800: 3804.0666558542525\n", - "12:24:06\tCompleted 3217 to KZ196400: 258.1990159722203\n", - "12:24:06\tCompleted 3191 to KZ431900: 3411.0555256056327\n", - "12:24:06\tCompleted 3172 to KZ634400: 1002.7045569775307\n", - "12:24:06\tCompleted 3140 to KZ556000: 639.8413141817167\n", - "12:24:06\tCompleted 3180 to KZ396400: 860.5278081350338\n", - "12:24:06\tCompleted 3165 to KZ191600: 1365.8387797441344\n", - "12:24:07\tCompleted 3183 to KZ194600: 1324.654035039999\n", - "12:24:07\tCompleted 3168 to KZ613900: 2557.731040787855\n", - "12:24:07\tCompleted 3174 to KZ593600: 3279.7515707252396\n", - 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"12:24:08\tCompleted 3212 to KZ635400: 3780.040452678257\n", - "12:24:08\tCompleted 3175 to KZ614600: 2124.7350205797707\n", - "12:24:08\tCompleted 3186 to KZ434000: 1179.3559511107067\n", - "12:24:08\tCompleted 3151 to KZ115400: 1652.122316498740212:24:08\tCompleted 3211 to KZ191000: 2293.3738769647025\n", - "\n", - "12:24:08\tCompleted 3200 to KZ314200: 3067.2752441334983\n", - "12:24:09\tCompleted 3145 to KZ391600: 1110.453343534584\n", - "12:24:09\tCompleted 3217 to KZ191600: 414.55507937171666\n", - "12:24:09\tCompleted 3143 to KZ155200: 3831.590930561204\n", - "12:24:09\tCompleted 3179 to KZ391000: 1435.4455123625726\n", - "12:24:09\tCompleted 3210 to KZ153400: 3289.3025061092526\n", - "12:24:09\tCompleted 3185 to KZ392400: 2341.023512539956\n", - "12:24:09\tCompleted 3180 to KZ394000: 953.6537036712334\n", - "12:24:09\tCompleted 3173 to KZ393400: 1244.534126208139\n", - "12:24:09\tCompleted 3155 to KZ276600: 4238.315336682143\n", - "12:24:09\tCompleted 3161 to KZ474200: 3658.9473824142237\n", - 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] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:24:51\tCompleted 3147 to KZ273600: 2999.6395498346956\n", - "12:24:51\tCompleted 3199 to KZ233600: 604.6800372627232\n", - "12:24:51\tCompleted 3213 to KZ391600: 1399.8655721279538\n", - "12:24:51\tCompleted 3207 to KZ395400: 2433.0651495355655\n", - "12:24:51\tCompleted 3152 to KZ314200: 2082.313219823061\n", - "12:24:51\tCompleted 3143 to KZ194800: 1377.3831168658396\n", - "12:24:51\tCompleted 3212 to KZ636800: 3140.756203777103\n", - "12:24:51\tCompleted 3173 to KZ395400: 1335.0547781568077\n", - "12:24:51\tCompleted 3206 to KZ395400: 2615.678655816994\n", - "12:24:52\tCompleted 3140 to KZ614000: 1614.6950186685237\n", - "12:24:52\tCompleted 3166 to KZ313600: 1719.8969106402174\n", - "12:24:52\tCompleted 3180 to KZ431000: 940.9890882374376\n", - "12:24:52\tCompleted 3204 to KZ111810: 1871.2454829587673\n", - "12:24:52\tCompleted 3201 to KZ554800: 1374.0981823943423\n", - "12:24:52\tCompleted 3165 to KZ191000: 1455.7875095586392\n", - 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"\n", - "12:24:59\tCompleted 3179 to KZ431900: 1409.6527668125216\n", - "12:24:59\tCompleted 3184 to KZ633400: 1380.6516257461014\n", - "12:24:59\tCompleted 3152 to KZ351600: 1343.7495407923689\n", - "12:24:59\tCompleted 3141 to KZ616400: 3656.767756268787\n", - "12:24:59\tCompleted 3183 to KZ751810: 1126.4549957102472\n", - "12:24:59\tCompleted 3161 to KZ596000: 571.7623313173864\n", - "12:24:59\tCompleted 3144 to KZ235600: 3179.047944572763812:24:59\tCompleted 3172 to KZ351600: 519.7021819413014\n", - "\n", - "12:24:59\tCompleted 3187 to KZ612600: 1480.9494403246147\n", - "12:24:59\tCompleted 3212 to KZ635800: 3505.043755574487\n", - "12:24:59\tCompleted 3192 to KZ434000: 2779.9135079839275\n", - "12:24:59\tCompleted 3166 to KZ314800: 1278.3725427841746\n", - "12:25:00\tCompleted 3205 to KZ233600: 3597.3802495112213\n", - "12:25:00\tCompleted 3208 to KZ611600: 2730.206994348084\n", - "12:25:00\tCompleted 3145 to KZ396200: 1056.4980745482883\n", - "12:25:00\tCompleted 3153 to KZ355200: 636.112531624093712:25:00\tCompleted 3175 to KZ275000: 551.3773624601853\n", - 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"12:25:09\tCompleted 3205 to KZ633400: 789.466795570783\n", - "12:25:09\tCompleted 3156 to KZ114000: 418.3878736569274\n", - "12:25:09\tCompleted 3202 to KZ615200: 2663.96967799742312:25:09\tCompleted 3210 to KZ193400: 150.65240118989678\n", - "\n", - "12:25:09\tCompleted 3199 to KZ633400: 4022.838881240616\n", - "12:25:10\tCompleted 3206 to KZ392400: 2638.326701621116\n", - "12:25:10\tCompleted 3214 to KZ556000: 2324.3779064922014\n", - "12:25:10\tCompleted 3157 to KZ196800: 1308.883688310736\n", - "12:25:10\tCompleted 3143 to KZ194200: 1617.9070297177313\n", - "12:25:10\tCompleted 3190 to KZ635400: 4681.6403160703985\n", - "12:25:10\tCompleted 3193 to KZ614800: 3142.6103573031482\n", - "12:25:10\tCompleted 3171 to KZ751710: 4586.865397821859\n", - "12:25:10\tCompleted 3161 to KZ711210: 213.54216721195354\n", - "12:25:10\tCompleted 3175 to KZ271000: 819.1860421735151\n", - "12:25:10\tCompleted 3153 to KZ356400: 378.11046181449757\n", - "12:25:10\tCompleted 3170 to KZ116400: 1819.6955835002464\n", - 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"\n", - "12:25:20\tCompleted 3183 to KZ234000: 3684.250886529382\n", - "12:25:20\tCompleted 3213 to KZ395400: 1442.5834184448124\n", - "12:25:20\tCompleted 3200 to KZ356000: 2420.921148958371\n", - "12:25:20\tCompleted 3152 to KZ352200: 1406.8563611586599\n", - "12:25:20\tCompleted 3189 to KZ191000: 3947.850246906703\n", - "12:25:20\tCompleted 3164 to KZ153600: 4148.054115689676\n", - "12:25:20\tCompleted 3141 to KZ613800: 3209.777882526308\n", - "12:25:20\tCompleted 3210 to KZ195000: 591.603766784373\n", - "12:25:20\tCompleted 3199 to KZ633800: 4094.248888132696\n", - "12:25:21\tCompleted 3146 to KZ594200: 791.3773744784601\n", - "12:25:21\tCompleted 3173 to KZ394200: 1622.9551294796759\n", - "12:25:21\tCompleted 3157 to KZ195000: 1310.467932279445212:25:21\tCompleted 3208 to KZ614400: 2994.8822908220413\n", - "\n", - "12:25:21\tCompleted 3187 to KZ273600: 1133.4492019378604\n", - "12:25:21\tCompleted 3191 to KZ475200: 5260.350907795119\n", - "12:25:21\tCompleted 3172 to KZ352400: 365.886432111937\n", - 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"\n", - "12:26:23\tCompleted 3217 to KZ314200: 1246.4599194787606\n", - "12:26:23\tCompleted 3191 to KZ711210: 1768.0684678702528\n", - "12:26:23\tCompleted 3192 to KZ711410: 2899.6463999334737\n", - "12:26:23\tCompleted 3168 to KZ276200: 4063.7522824984235\n", - "12:26:23\tCompleted 3183 to KZ634000: 1300.2062388513775\n", - "12:26:23\tCompleted 3162 to KZ276000: 3368.895428420627\n", - "12:26:23\tCompleted 3143 to KZ633600: 458.18075636004795\n", - "12:26:24\tCompleted 3146 to KZ791110: 1656.212892351983\n", - "12:26:24\tCompleted 3173 to KZ473600: 3189.3340238530536\n", - "12:26:24\tCompleted 3186 to KZ551000: 1360.6453195696188\n", - "12:26:24\tCompleted 3160 to KZ352000: 3328.177558082324\n", - "12:26:24\tCompleted 3207 to KZ595000: 3176.9054895194827\n", - "12:26:24\tCompleted 3154 to KZ554200: 1051.8462613432664\n", - "12:26:24\tCompleted 3216 to KZ155600: 3763.6185623203446\n", - "12:26:24\tCompleted 3161 to KZ614400: 1757.2511319002438\n", - "12:26:24\tCompleted 3185 to KZ596600: 1889.917310722154\n", - 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"12:26:28\tCompleted 3203 to KZ116000: 902.0811089305365\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:26:28\tCompleted 3189 to KZ751910: 3642.127113185801\n", - "12:26:28\tCompleted 3191 to KZ555200: 1195.6926099075154\n", - "12:26:28\tCompleted 3188 to KZ115600: 1130.5482306102858\n", - "12:26:28\tCompleted 3185 to KZ595000: 1724.357329409855\n", - "12:26:28\tCompleted 3210 to KZ235200: 4419.6430168764\n", - "12:26:28\tCompleted 3200 to KZ394400: 1879.5378674515348\n", - "12:26:28\tCompleted 3154 to KZ791110: 1570.5847611202405\n", - "12:26:28\tCompleted 3170 to KZ196400: 3615.63314797283812:26:28\tCompleted 3178 to KZ315600: 4632.859246801477\n", - "\n", - "12:26:28\tCompleted 3148 to KZ115400: 956.4935311993858\n", - "12:26:28\tCompleted 3153 to KZ396200: 1105.9670177249097\n", - "12:26:28\tCompleted 3143 to KZ635000: 343.535121584669\n", - "12:26:28\tCompleted 3140 to KZ273600: 2970.490596009969\n", - "12:26:29\tCompleted 3146 to KZ791310: 1632.09000879407412:26:29\tCompleted 3197 to KZ196200: 2406.15826619809\n", - "\n", - "12:26:29\tCompleted 3207 to KZ593600: 3514.34049534364212:26:29\tCompleted 3171 to KZ635000: 5023.735482014135\n", - "\n", - "12:26:29\tCompleted 3183 to KZ635400: 1808.4421524230838\n", - "12:26:29\tCompleted 3152 to KZ395200: 2180.75889981267\n", - "12:26:29\tCompleted 3165 to KZ235200: 3130.7354805219943\n", - "12:26:29\tCompleted 3166 to KZ394000: 1677.388525424409\n", - "12:26:29\tCompleted 3196 to KZ114400: 1755.7034258027002\n", - "12:26:29\tCompleted 3177 to KZ233600: 1003.9453326916907\n", - "12:26:29\tCompleted 3188 to KZ115200: 736.0490365102486\n", - "12:26:29\tCompleted 3213 to KZ471800: 1865.0538122336054\n", - "12:26:29\tCompleted 3176 to KZ115600: 2355.11613068445\n", - "12:26:29\tCompleted 3217 to KZ353600: 1534.8831362411338\n", - "12:26:29\tCompleted 3191 to KZ551600: 1333.574084486844\n", - "12:26:29\tCompleted 3160 to KZ354800: 4035.522459372196\n", - "12:26:30\tCompleted 3179 to KZ596600: 1050.3512512741972\n", - "12:26:30\tCompleted 3164 to KZ195200: 1571.9635950735278\n", - 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"12:26:48\tCompleted 3145 to KZ593200: 602.9186474281747\n", - "12:26:48\tCompleted 3159 to KZ634600: 1762.9943976378024\n", - "12:26:48\tCompleted 3140 to KZ274800: 3453.5184111947033\n", - "12:26:48\tCompleted 3160 to KZ352200: 3538.719158635174\n", - "12:26:48\tCompleted 3197 to KZ194200: 2353.315979895643512:26:48\tCompleted 3178 to KZ311000: 3817.9115613843687\n", - "\n", - "12:26:48\tCompleted 3200 to KZ434800: 2259.704363886332\n", - "12:26:48\tCompleted 3144 to KZ315600: 1361.877286008095\n", - "12:26:48\tCompleted 3186 to KZ791110: 1249.877513895025\n", - "12:26:49\tCompleted 3164 to KZ191000: 1257.813239410797\n", - "12:26:49\tCompleted 3172 to KZ396200: 1408.540430119525\n", - "12:26:49\tCompleted 3216 to KZ195600: 766.3448632086115\n", - "12:26:49\tCompleted 3207 to KZ596200: 2862.7368990122554\n", - "12:26:49\tCompleted 3179 to KZ596200: 1150.7077881959758\n", - "12:26:49\tCompleted 3169 to KZ113600: 470.81094470602005\n", - "12:26:49\tCompleted 3176 to KZ154600: 412.47382241773977\n", - "12:26:49\tCompleted 3210 to KZ633800: 824.6193826251097\n", - "12:26:49\tCompleted 3205 to KZ354000: 543.7136868626224\n", - "12:26:49\tCompleted 3190 to KZ314800: 3520.3429178092542\n", - "12:26:49\tCompleted 3217 to KZ355600: 1780.7027095352182\n", - "12:26:49\tCompleted 3151 to KZ751210: 3092.4707967846743\n", - "12:26:49\tCompleted 3212 to KZ351000: 1847.8140290078152\n", - "12:26:49\tCompleted 3167 to KZ471800: 3554.6827635622944\n", - "12:26:50\tCompleted 3156 to KZ156800: 1857.7379108091416\n", - "12:26:50\tCompleted 3191 to KZ554800: 1519.9917894637688\n", - "12:26:50\tCompleted 3154 to KZ613600: 1450.237022727805\n", - "12:26:50\tCompleted 3145 to KZ595800: 706.838257468552\n", - "12:26:50\tCompleted 3177 to KZ633400: 3098.2128104196045\n", - "12:26:50\tCompleted 3146 to KZ613600: 1535.8651539595476\n", - "12:26:50\tCompleted 3152 to KZ395800: 2716.290179024737\n", - "12:26:50\tCompleted 3174 to KZ615200: 3127.32420538978\n", - "12:26:50\tCompleted 3183 to KZ636800: 1169.1579035218972\n", - "12:26:50\tCompleted 3216 to KZ195800: 828.4935904885823\n", - "12:26:50\tCompleted 3185 to KZ596200: 1990.2738476439322\n", - "12:26:50\tCompleted 3162 to KZ274200: 3876.978275199911\n", - "12:26:50\tCompleted 3182 to KZ195200: 3869.7426149879525\n", - "12:26:50\tCompleted 3188 to KZ153600: 2089.2231747097594\n", - "12:26:50\tCompleted 3213 to KZ594200: 1950.3114268004701\n", - "12:26:50\tCompleted 3142 to KZ115400: 1682.4815735697148\n", - "12:26:51\tCompleted 3205 to KZ351000: 475.34525576227907\n", - "12:26:51\tCompleted 3210 to KZ634000: 821.7041251906469\n", - "12:26:51\tCompleted 3161 to KZ616400: 2337.7146970059503\n", - "12:26:51\tCompleted 3196 to KZ116800: 1638.5237471637265\n", - "12:26:51\tCompleted 3209 to KZ114500: 2973.1838113476765\n", - "12:26:51\tCompleted 3176 to KZ154800: 601.3665064913371\n", - "12:26:51\tCompleted 3201 to KZ276600: 4326.7036020870455\n", - "12:26:51\tCompleted 3165 to KZ634800: 1823.557083523648\n", - "12:26:51\tCompleted 3166 to KZ391000: 1257.781740807939\n", - "12:26:51\tCompleted 3169 to KZ113800: 650.156969374920212:26:51\tCompleted 3180 to KZ555200: 2286.0640008924524\n", - "\n", - "12:26:51\tCompleted 3200 to KZ433600: 2075.347892036193\n", - "12:26:51\tCompleted 3143 to KZ314000: 2214.1655981023114\n", - "12:26:51\tCompleted 3189 to KZ633200: 3905.8846521835335\n", - "12:26:51\tCompleted 3164 to KZ196200: 1614.0311696726794\n", - "12:26:51\tCompleted 3145 to KZ593400: 516.2255201164119\n", - "12:26:51\tCompleted 3217 to KZ352100: 1039.9267420290314\n", - "12:26:52\tCompleted 3167 to KZ593200: 672.1332793313242\n", - "12:26:52\tCompleted 3186 to KZ791310: 1227.5959649346273\n", - "12:26:52\tCompleted 3216 to KZ196000: 189.2517726334725\n", - "12:26:52\tCompleted 3163 to KZ113200: 369.1040833259598\n", - "12:26:52\tCompleted 3191 to KZ556400: 1433.3283975710158\n", - "12:26:52\tCompleted 3142 to KZ151000: 46.22924607569368\n", - "12:26:52\tCompleted 3184 to KZ315600: 1456.4093523151032\n", - "12:26:52\tCompleted 3179 to KZ596400: 945.774365804672\n", - "12:26:52\tCompleted 3148 to KZ153600: 2758.16609020688\n", - "12:26:52\tCompleted 3159 to KZ634400: 1342.6324107433775\n", - "12:26:52\tCompleted 3160 to KZ352300: 2876.0776087187865\n", - "12:26:52\tCompleted 3176 to KZ155200: 84.95888558102631\n", - "12:26:52\tCompleted 3206 to KZ475200: 5035.105910477914\n", - "12:26:52\tCompleted 3204 to KZ195600: 2869.9354311323946\n", - "12:26:52\tCompleted 3205 to KZ352000: 695.7955262408486\n", - "12:26:52\tCompleted 3214 to KZ274800: 2316.7097479340455\n", - "12:26:52\tCompleted 3192 to KZ553600: 3434.461357559855\n", - "12:26:53\tCompleted 3153 to KZ431900: 1715.6179830817996\n", - "12:26:53\tCompleted 3172 to KZ396600: 1416.4592709107242\n", - "12:26:53\tCompleted 3212 to KZ352000: 1459.1164318531387\n", - "12:26:53\tCompleted 3169 to KZ114500: 517.2789848289576\n", - "12:26:53\tCompleted 3163 to KZ113400: 160.32501222378676\n", - "12:26:53\tCompleted 3210 to KZ635400: 1266.6096777728792\n", - "12:26:53\tCompleted 3216 to KZ191000: 229.69697016803303\n", - "12:26:53\tCompleted 3142 to KZ153200: 70.73990629515717\n", - "12:26:53\tCompleted 3164 to KZ192600: 1298.4127340374646\n", - "12:26:53\tCompleted 3144 to KZ316000: 1440.494000026169\n", - "12:26:53\tCompleted 3145 to KZ594200: 696.0832691799233\n", - "12:26:53\tCompleted 3211 to KZ632200: 2577.911887541903\n", - "12:26:53\tCompleted 3185 to KZ596400: 1611.169839737177\n", - "12:26:53\tCompleted 3196 to KZ111810: 1659.033958049886\n", - "12:26:54\tCompleted 3165 to KZ633400: 1002.272387137963\n", - "12:26:54\tCompleted 3207 to KZ596400: 3657.9990906300745\n", - "12:26:54\tCompleted 3167 to KZ595800: 776.0528893717014\n", - "12:26:54\tCompleted 3203 to KZ151000: 2771.6601913086847\n", - "12:26:54\tCompleted 3205 to KZ354800: 710.5197305255084\n", - "12:26:54\tCompleted 3170 to KZ195000: 3493.4837042434306\n", - "12:26:54\tCompleted 3171 to KZ632800: 4832.224441495896\n", - "12:26:54\tCompleted 3143 to KZ314800: 1654.1654855520105\n", - "12:26:54\tCompleted 3199 to KZ634400: 4255.400797644713\n", - "12:26:54\tCompleted 3184 to KZ316000: 943.3283471814443\n", - "12:26:54\tCompleted 3213 to KZ596600: 1625.3892594986075\n", - "12:26:54\tCompleted 3197 to KZ751210: 2308.115602480469\n", - "12:26:54\tCompleted 3191 to KZ554200: 1709.486187026008812:26:54\tCompleted 3154 to KZ614000: 1578.6496852695439\n", - "\n", - "12:26:54\tCompleted 3217 to KZ352200: 1598.8537305460438\n", - "12:26:54\tCompleted 3176 to KZ156400: 1350.1381562698807\n", - "12:26:54\tCompleted 3152 to KZ392400: 2442.4771050510685\n", - "12:26:54\tCompleted 3156 to KZ193200: 1665.223719939703\n", - "12:26:54\tCompleted 3178 to KZ315000: 4230.583435523585\n", - "12:26:54\tCompleted 3163 to KZ113600: 435.5977412704231\n", - "12:26:55\tCompleted 3142 to KZ153400: 684.6395253353564\n", - "12:26:55\tCompleted 3216 to KZ196200: 585.914900429915612:26:55\tCompleted 3173 to KZ475200: 3694.3056116353205\n", - "\n", - "12:26:55\tCompleted 3169 to KZ114000: 464.2183386227803\n", - "12:26:55\tCompleted 3166 to KZ395400: 1301.145635733253\n", - "12:26:55\tCompleted 3190 to KZ315400: 3207.5817991293025\n", - "12:26:55\tCompleted 3183 to KZ635800: 1515.6941926608206\n", - "12:26:55\tCompleted 3209 to KZ114000: 2734.5643811020195\n", - "12:26:55\tCompleted 3210 to KZ635000: 741.3362504404306\n", - "12:26:55\tCompleted 3161 to KZ615600: 1536.0232008709265\n", - "12:26:55\tCompleted 3186 to KZ791510: 1237.7137409308957\n", - "12:26:55\tCompleted 3157 to KZ234000: 3368.0071845044718\n", - "12:26:55\tCompleted 3200 to KZ434000: 2810.551585201357\n", - "12:26:55\tCompleted 3188 to KZ154000: 1658.7428215454786\n", - "12:26:55\tCompleted 3140 to KZ275800: 2923.10123518312512:26:55\tCompleted 3146 to KZ614000: 1664.2778165012865\n", - "\n", - "12:26:55\tCompleted 3174 to KZ616400: 3828.9457575851948\n", - "12:26:56\tCompleted 3176 to KZ155600: 264.43233059658394\n", - "12:26:56\tCompleted 3145 to KZ596600: 796.968786756688512:26:56\tCompleted 3179 to KZ594600: 1129.9816193232487\n", - "\n", - "12:26:56\tCompleted 3167 to KZ593400: 585.4401520195612\n", - "12:26:56\tCompleted 3164 to KZ196600: 1722.330075639785\n", - "12:26:56\tCompleted 3151 to KZ751110: 3100.2281560975557\n", - "12:26:56\tCompleted 3216 to KZ192600: 270.2964647947007\n", - "12:26:56\tCompleted 3169 to KZ117000: 386.8506820693842\n", - "12:26:56\tCompleted 3177 to KZ633600: 2869.0374698311784\n", - "12:26:56\tCompleted 3142 to KZ153600: 713.7148085270312\n", - "12:26:56\tCompleted 3210 to KZ632200: 832.1550034400627\n", - "12:26:56\tCompleted 3205 to KZ355200: 1011.3483284456731\n", - "12:26:56\tCompleted 3163 to KZ113800: 614.9437659393233\n", - "12:26:57\tCompleted 3180 to KZ551600: 2019.4972789069193\n", - "12:26:57\tCompleted 3165 to KZ633600: 1037.3084793702515\n", - "12:26:57\tCompleted 3214 to KZ275800: 1786.292571922462\n", - "12:26:57\tCompleted 3179 to KZ711110: 418.3266112811633\n", - "12:26:57\tCompleted 3182 to KZ195000: 4315.871774304915\n", - "12:26:57\tCompleted 3144 to KZ316600: 1286.3517088847289\n", - "12:26:57\tCompleted 3201 to KZ275000: 4203.018362761309\n", - "12:26:57\tCompleted 3160 to KZ352800: 3539.403001776272\n", - "12:26:57\tCompleted 3216 to KZ196600: 694.213806397024\n", - "12:26:57\tCompleted 3159 to KZ313600: 1665.0559946985093\n", - "12:26:57\tCompleted 3196 to KZ116600: 2117.219419430012\n", - "12:26:57\tCompleted 3143 to KZ315400: 1876.831942475488\n", - "12:26:57\tCompleted 3185 to KZ594600: 1969.547678771205312:26:57\tCompleted 3207 to KZ594600: 2957.1498179128716\n", - "\n", - "12:26:57\tCompleted 3145 to KZ595000: 631.4088054443897\n", - "12:26:58\tCompleted 3142 to KZ154000: 158.7990078439401\n", - "12:26:58\tCompleted 3176 to KZ156800: 1165.1352257133965\n", - "12:26:58\tCompleted 3169 to KZ114400: 513.0905221779835\n", - "12:26:58\tCompleted 3200 to KZ471000: 1219.7246700236742\n", - "12:26:58\tCompleted 3217 to KZ352300: 2164.7697965178163\n", - "12:26:58\tCompleted 3167 to KZ594200: 765.2979010830727\n", - "12:26:58\tCompleted 3163 to KZ114500: 482.0657813933608\n", - "12:26:58\tCompleted 3148 to KZ154000: 2279.512367803028\n", - "12:26:58\tCompleted 3179 to KZ711410: 418.49941433527306\n", - "12:26:58\tCompleted 3189 to KZ634800: 4449.741625394573\n", - "12:26:58\tCompleted 3205 to KZ355600: 709.1138141930845\n", - "12:26:58\tCompleted 3210 to KZ635200: 1006.9412982334584\n", - "12:26:58\tCompleted 3184 to KZ316600: 1380.8837751917372\n", - "12:26:58\tCompleted 3191 to KZ791110: 2599.520972323051\n", - "12:26:58\tCompleted 3153 to KZ434600: 1749.28255350818\n", - "12:26:58\tCompleted 3186 to KZ791710: 1209.213801580607\n", - "12:26:58\tCompleted 3156 to KZ193400: 1394.254413504544112:26:58\tCompleted 3206 to KZ471800: 4864.715690317182\n", - "\n", - "12:26:59\tCompleted 3183 to KZ636200: 1287.5734734210193\n", - "12:26:59\tCompleted 3164 to KZ194200: 1830.0260337699924\n", - "12:26:59\tCompleted 3152 to KZ396200: 2250.900191024864\n", - "12:26:59\tCompleted 3192 to KZ552200: 3325.993415538142\n", - "12:26:59\tCompleted 3142 to KZ154200: 229.27493504233425\n", - "12:26:59\tCompleted 3216 to KZ194200: 801.9097645272291\n", - "12:26:59\tCompleted 3209 to KZ117000: 2781.024049818242\n", - "12:26:59\tCompleted 3172 to KZ394200: 1865.3696496644836\n", - "12:26:59\tCompleted 3166 to KZ392000: 1418.0693308134921\n", - "12:26:59\tCompleted 3204 to KZ195800: 2683.8223034995453\n", - "12:26:59\tCompleted 3199 to KZ313600: 3406.6691611095744\n", - "12:26:59\tCompleted 3213 to KZ595000: 1989.6117931755252\n", - "12:26:59\tCompleted 3205 to KZ352100: 239.36450201165943\n", - "12:26:59\tCompleted 3163 to KZ114000: 429.0051351871834\n", - "12:26:59\tCompleted 3178 to KZ314200: 3823.386792319703\n", - "12:26:59\tCompleted 3161 to KZ615800: 1550.4028201984584\n", - "12:27:00\tCompleted 3179 to KZ711210: 388.14502866885755\n", - "12:27:00\tCompleted 3200 to KZ473600: 753.314561342112912:27:00\tCompleted 3145 to KZ593600: 745.957409728683\n", - "\n", - "12:27:00\tCompleted 3169 to KZ114600: 621.4896145654134\n", - "12:27:00\tCompleted 3154 to KZ613900: 1855.4013844107378\n", - "12:27:00\tCompleted 3203 to KZ153200: 2776.0767747373097\n", - "12:27:00\tCompleted 3210 to KZ632400: 875.8968560829572\n", - "12:27:00\tCompleted 3212 to KZ354800: 2396.6702676484283\n", - "12:27:00\tCompleted 3185 to KZ711110: 1217.7799723569115\n", - "12:27:00\tCompleted 3197 to KZ751110: 2315.8729617933504\n", - "12:27:00\tCompleted 3174 to KZ615600: 3439.38619180931\n", - "12:27:00\tCompleted 3142 to KZ156000: 231.40967592588672\n", - "12:27:00\tCompleted 3165 to KZ633800: 1256.852048524363\n", - "12:27:00\tCompleted 3170 to KZ194400: 3316.769575008208\n", - "12:27:00\tCompleted 3216 to KZ751210: 547.2042697993633\n", - "12:27:01\tCompleted 3196 to KZ115600: 1824.460188390410212:27:01\tCompleted 3167 to KZ596600: 866.1834186598378\n", - "\n", - "12:27:01\tCompleted 3163 to KZ117000: 351.6374786337873\n", - "12:27:01\tCompleted 3205 to KZ352200: 517.6703511812026\n", - "12:27:01\tCompleted 3179 to KZ711310: 409.73741720744675\n", - "12:27:01\tCompleted 3164 to KZ751210: 1575.3205390421272\n", - "12:27:01\tCompleted 3217 to KZ352800: 1625.9761532430107\n", - "12:27:01\tCompleted 3188 to KZ154200: 1961.3788605147997\n", - "12:27:01\tCompleted 3190 to KZ315600: 3727.023311949954\n", - "12:27:01\tCompleted 3146 to KZ613900: 1941.0295156424802\n", - "12:27:01\tCompleted 3142 to KZ154600: 124.20291489998296\n", - "12:27:01\tCompleted 3143 to KZ315600: 2149.9913799198816\n", - "12:27:01\tCompleted 3207 to KZ711110: 3305.981767723292\n", - "12:27:02\tCompleted 3210 to KZ632800: 889.5706920669354\n", - "12:27:02\tCompleted 3200 to KZ474200: 1247.3740650672275\n", - "12:27:02\tCompleted 3186 to KZ611600: 1158.3884627279303\n", - "12:27:02\tCompleted 3216 to KZ751110: 540.8059941360742\n", - "12:27:02\tCompleted 3184 to KZ316200: 1210.2102109862913\n", - "12:27:02\tCompleted 3151 to KZ751310: 3093.39972897281\n", - "12:27:02\tCompleted 3206 to KZ593200: 1993.1703604748193\n", - "12:27:02\tCompleted 3145 to KZ595200: 743.4075427859192\n", - "12:27:02\tCompleted 3169 to KZ114800: 979.725143918728512:27:02\tCompleted 3180 to KZ553200: 2138.4452723136274\n", - "\n", - "12:27:02\tCompleted 3160 to KZ356400: 3687.9901263467523\n", - "12:27:02\tCompleted 3171 to KZ636800: 4857.118023024554512:27:02\tCompleted 3156 to KZ193600: 1253.3497420624244\n", - "\n", - "12:27:02\tCompleted 3185 to KZ711410: 1243.892472440423\n", - "12:27:02\tCompleted 3163 to KZ114400: 477.8773187423866\n", - "12:27:02\tCompleted 3214 to KZ276000: 2202.1235976775247\n", - "12:27:02\tCompleted 3177 to KZ633800: 3169.622817311688\n", - "12:27:02\tCompleted 3191 to KZ791310: 2555.9807404424437\n", - "12:27:02\tCompleted 3142 to KZ154800: 367.05218861879797\n", - "12:27:03\tCompleted 3209 to KZ114400: 2658.3179351454455\n", - "12:27:03\tCompleted 3167 to KZ595000: 700.6234373475392\n", - "12:27:03\tCompleted 3164 to KZ751110: 1568.9222633788381\n", - "12:27:03\tCompleted 3216 to KZ751310: 547.2912755103129\n", - "12:27:03\tCompleted 3144 to KZ316200: 1707.37586383101612:27:03\tCompleted 3166 to KZ395600: 1295.2226801045686\n", - "\n", - "12:27:03\tCompleted 3211 to KZ635200: 3447.58022570213\n", - 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"\n", - "12:27:26\tCompleted 3167 to KZ711210: 221.32034180500568\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:27:26\tCompleted 3211 to KZ636800: 3015.35771891959212:27:26\tCompleted 3188 to KZ156400: 1798.5166150039558\n", - "\n", - "12:27:26\tCompleted 3213 to KZ596000: 1928.801653355704\n", - "12:27:26\tCompleted 3160 to KZ393200: 2524.6856644551294\n", - "12:27:26\tCompleted 3174 to KZ274800: 320.0695271777225\n", - "12:27:26\tCompleted 3159 to KZ316200: 1668.8310802024569\n", - "12:27:26\tCompleted 3146 to KZ615400: 1826.7231795030502\n", - "12:27:26\tCompleted 3173 to KZ595600: 977.1386934468095\n", - "12:27:26\tCompleted 3196 to KZ153400: 3257.58858855909\n", - "12:27:26\tCompleted 3184 to KZ354800: 1001.2771078091063\n", - "12:27:26\tCompleted 3210 to KZ315600: 1531.1852986075871\n", - "12:27:26\tCompleted 3185 to KZ551000: 878.5370019738028\n", - "12:27:26\tCompleted 3153 to KZ434000: 1785.9840495336807\n", - "12:27:27\tCompleted 3143 to KZ353200: 1381.407918163552\n", - 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"text": [ - "12:28:06\tCompleted 3157 to KZ635000: 1527.2001965836832\n", - "12:28:07\tCompleted 3185 to KZ614000: 1957.9010661284774\n", - "12:28:07\tCompleted 3196 to KZ155200: 4045.6759565822645\n", - "12:28:07\tCompleted 3199 to KZ351600: 3509.519312419051\n", - "12:28:07\tCompleted 3180 to KZ791310: 1552.4543524897474\n", - "12:28:07\tCompleted 3216 to KZ633200: 790.8589446589937\n", - "12:28:07\tCompleted 3144 to KZ396400: 1396.1999470357207\n", - "12:28:07\tCompleted 3142 to KZ195000: 3584.3023589230734\n", - "12:28:07\tCompleted 3212 to KZ394800: 1180.8672568848244\n", - "12:28:07\tCompleted 3159 to KZ351800: 823.370129567957912:28:07\tCompleted 3178 to KZ356400: 3985.5473123591364\n", - "\n", - "12:28:08\tCompleted 3183 to KZ352000: 632.0173336770795\n", - "12:28:08\tCompleted 3143 to KZ354400: 2073.6130188115276\n", - "12:28:08\tCompleted 3169 to KZ154600: 2492.943709803911\n", - "12:28:08\tCompleted 3192 to KZ611600: 2758.946019601131\n", - "12:28:08\tCompleted 3209 to KZ155600: 626.9103857774667\n", - "12:28:08\tCompleted 3203 to KZ156800: 2083.639061427631\n", - "12:28:08\tCompleted 3154 to KZ274400: 3144.004853208039\n", - "12:28:08\tCompleted 3190 to KZ354800: 3475.4170797726015\n", - "12:28:08\tCompleted 3206 to KZ555200: 1160.0085133397201\n", - "12:28:08\tCompleted 3186 to KZ274400: 2521.6837304044593\n", - "12:28:08\tCompleted 3148 to KZ196800: 1271.982468942046\n", - "12:28:09\tCompleted 3146 to KZ273200: 3284.374989964073\n", - "12:28:09\tCompleted 3157 to KZ632200: 940.562730880954\n", - "12:28:09\tCompleted 3171 to KZ315600: 4589.95863704476312:28:09\tCompleted 3210 to KZ355600: 1553.517200779761\n", - "\n", - "12:28:09\tCompleted 3173 to KZ556400: 902.1011548017476\n", - "12:28:09\tCompleted 3184 to KZ396800: 1555.3024448700405\n", - "12:28:09\tCompleted 3211 to KZ634400: 3060.3551658640413\n", - "12:28:09\tCompleted 3197 to KZ233600: 1564.6504679141594\n", - "12:28:09\tCompleted 3183 to KZ354800: 435.2141030168935\n", - "12:28:09\tCompleted 3179 to KZ613900: 1568.0521060643862\n", - 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"\n", - "12:29:18\tCompleted 3184 to KZ431900: 1313.152261772975\n", - "12:29:18\tCompleted 3205 to KZ431900: 1944.3357859046748\n", - "12:29:18\tCompleted 3196 to KZ231000: 4431.8613938005965\n", - "12:29:18\tCompleted 3157 to KZ316000: 1357.8568281468183\n", - "12:29:18\tCompleted 3142 to KZ194200: 3168.030431270826\n", - "12:29:18\tCompleted 3202 to KZ154200: 780.614827337296112:29:18\tCompleted 3215 to KZ193200: 2484.5796594269355\n", - "\n", - "12:29:18\tCompleted 3213 to KZ554800: 2692.0605184760398\n", - "12:29:18\tCompleted 3148 to KZ751310: 1337.6414277745007\n", - "12:29:18\tCompleted 3171 to KZ355200: 3639.8549728725266\n", - "12:29:18\tCompleted 3204 to KZ633200: 2829.0451882951816\n", - "12:29:18\tCompleted 3163 to KZ194400: 1597.9696755498148\n", - "12:29:18\tCompleted 3189 to KZ315600: 3677.83559198139\n", - "12:29:18\tCompleted 3165 to KZ351800: 764.4161144991243\n", - "12:29:18\tCompleted 3173 to KZ615400: 1654.427725025865\n", - "12:29:19\tCompleted 3192 to KZ274400: 693.1218721393406\n", - 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"12:29:26\tCompleted 3183 to KZ395200: 1360.519683411131412:29:26\tCompleted 3203 to KZ231000: 3531.6245641092332\n", - "\n", - "12:29:26\tCompleted 3217 to KZ435200: 2048.799870527437\n", - "12:29:26\tCompleted 3144 to KZ434600: 1781.7136286854397\n", - "12:29:26\tCompleted 3200 to KZ556400: 3622.9627564217894\n", - "12:29:27\tCompleted 3184 to KZ434400: 1689.7662311610898\n", - "12:29:27\tCompleted 3155 to KZ113400: 1446.6660703940329\n", - "12:29:27\tCompleted 3159 to KZ433200: 2224.6084608483297\n", - "12:29:27\tCompleted 3199 to KZ393600: 2062.4166492908203\n", - "12:29:27\tCompleted 3206 to KZ615200: 1902.785283726049\n", - "12:29:27\tCompleted 3163 to KZ194800: 1676.0392195919014\n", - "12:29:27\tCompleted 3170 to KZ634800: 3866.352614172761\n", - "12:29:27\tCompleted 3160 to KZ595000: 3104.6130116058466\n", - "12:29:27\tCompleted 3153 to KZ791110: 1589.2006990431657\n", - "12:29:27\tCompleted 3220 to KZ234600: 2857.0170922615407\n", - "12:29:27\tCompleted 3192 to KZ274800: 821.5520892600372\n", - "12:29:28\tCompleted 3178 to KZ434600: 2680.8523154943512:29:28\tCompleted 3202 to KZ156400: 1596.5107585709613\n", - "\n", - "12:29:28\tCompleted 3164 to KZ351600: 1587.9977910650632\n", - "12:29:28\tCompleted 3166 to KZ591000: 709.3419645013322\n", - "12:29:28\tCompleted 3191 to KZ276200: 4654.6154097861145\n", - "12:29:28\tCompleted 3176 to KZ751110: 3397.80786373225\n", - "12:29:28\tCompleted 3216 to KZ352000: 1828.9641869799284\n", - "12:29:28\tCompleted 3219 to KZ153400: 3294.961347565475\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:29:28\tCompleted 3190 to KZ395200: 2067.56635607009\n", - "12:29:28\tCompleted 3188 to KZ194200: 1715.3437674007835\n", - "12:29:28\tCompleted 3209 to KZ195600: 4205.784794355016\n", - "12:29:28\tCompleted 3180 to KZ273200: 1544.0101684530323\n", - "12:29:28\tCompleted 3189 to KZ316600: 3499.5873782019294\n", - "12:29:28\tCompleted 3171 to KZ352100: 4355.191773868551\n", - "12:29:28\tCompleted 3162 to KZ153400: 1965.3634917209802\n", - 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"12:29:31\tCompleted 3216 to KZ354800: 1301.6174504174514\n", - "12:29:31\tCompleted 3166 to KZ595600: 943.2295510232544\n", - "12:29:31\tCompleted 3178 to KZ434400: 2717.7773278384484\n", - "12:29:31\tCompleted 3182 to KZ633400: 4044.602936580669\n", - "12:29:31\tCompleted 3211 to KZ352300: 939.1982104255322\n", - "12:29:31\tCompleted 3192 to KZ276000: 867.6371118680171\n", - "12:29:31\tCompleted 3212 to KZ471800: 1875.5390936078438\n", - "12:29:31\tCompleted 3190 to KZ391000: 1879.1328672782215\n", - "12:29:31\tCompleted 3183 to KZ391000: 1556.2259479201057\n", - "12:29:31\tCompleted 3172 to KZ711410: 502.9863040461951\n", - "12:29:32\tCompleted 3160 to KZ593600: 3442.048017430006\n", - "12:29:32\tCompleted 3180 to KZ274400: 1481.138855939743\n", - "12:29:32\tCompleted 3206 to KZ616400: 2875.37783462209612:29:32\tCompleted 3213 to KZ554200: 2825.6254279497743\n", - "\n", - "12:29:32\tCompleted 3200 to KZ554200: 3792.807658274981312:29:32\tCompleted 3165 to KZ393600: 1221.5136023319803\n", - 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"text": [ - "12:29:49\tCompleted 3196 to KZ235200: 4387.929099326235\n", - "12:29:49\tCompleted 3217 to KZ276000: 4623.281345184103\n", - "12:29:49\tCompleted 3157 to KZ354800: 616.4968014653963\n", - "12:29:49\tCompleted 3148 to KZ234000: 3358.4503276253945\n", - "12:29:49\tCompleted 3191 to KZ274200: 5443.312043299394\n", - "12:29:49\tCompleted 3166 to KZ551600: 646.8434865469753\n", - "12:29:49\tCompleted 3156 to KZ633400: 921.1797898121499\n", - "12:29:49\tCompleted 3188 to KZ751410: 1838.34966658246\n", - "12:29:49\tCompleted 3182 to KZ634000: 4363.215741369798\n", - "12:29:49\tCompleted 3216 to KZ352300: 2216.7550778920518\n", - "12:29:49\tCompleted 3220 to KZ233600: 2016.0126793367435\n", - "12:29:49\tCompleted 3177 to KZ353200: 2276.3598066105023\n", - "12:29:49\tCompleted 3213 to KZ613900: 1409.9675725228597\n", - "12:29:49\tCompleted 3163 to KZ196200: 1411.2541634352247\n", - "12:29:49\tCompleted 3171 to KZ352400: 3744.3283884829157\n", - "12:29:49\tCompleted 3199 to KZ395400: 2085.5565350079482\n", - "12:29:50\tCompleted 3205 to KZ433600: 1852.9434841346872\n", - "12:29:50\tCompleted 3160 to KZ596200: 2790.4444210986194\n", - "12:29:50\tCompleted 3190 to KZ396200: 2253.6446757128942\n", - "12:29:50\tCompleted 3210 to KZ395600: 2581.6017894057964\n", - "12:29:50\tCompleted 3164 to KZ352200: 1650.7046113359927\n", - "12:29:50\tCompleted 3179 to KZ274800: 3397.8484210271777\n", - "12:29:50\tCompleted 3206 to KZ613800: 2184.3710123752285\n", - "12:29:50\tCompleted 3172 to KZ556000: 594.0179558301571\n", - "12:29:50\tCompleted 3157 to KZ355200: 563.6898871946725\n", - "12:29:50\tCompleted 3155 to KZ114800: 2086.1492771960548\n", - "12:29:50\tCompleted 3178 to KZ471000: 2141.269020376342\n", - "12:29:50\tCompleted 3167 to KZ274400: 3188.361916580235\n", - "12:29:50\tCompleted 3147 to KZ114600: 571.0632076942197\n", - "12:29:50\tCompleted 3217 to KZ473600: 4118.827666849351\n", - "12:29:51\tCompleted 3169 to KZ196000: 1532.0397317813768\n", - "12:29:51\tCompleted 3184 to KZ471000: 3311.1263297355445\n", - "12:29:51\tCompleted 3193 to KZ113600: 2846.3264347478557\n", - "12:29:51\tCompleted 3151 to KZ631000: 3534.3923449151903\n", - "12:29:51\tCompleted 3165 to KZ394800: 1599.6071246296478\n", - "12:29:51\tCompleted 3213 to KZ612000: 915.8392131886087\n", - "12:29:51\tCompleted 3221 to KZ354400: 1522.1202375816229\n", - "12:29:51\tCompleted 3166 to KZ553200: 765.7914799536828\n", - "12:29:51\tCompleted 3187 to KZ117000: 1684.0311862772835\n", - "12:29:51\tCompleted 3144 to KZ433600: 1656.6567564890718\n", - "12:29:51\tCompleted 3212 to KZ594200: 1938.454572503294\n", - "12:29:51\tCompleted 3207 to KZ613800: 3451.529479767013\n", - "12:29:51\tCompleted 3157 to KZ355600: 254.20104663911803\n", - "12:29:51\tCompleted 3183 to KZ395800: 1896.0509626232079\n", - "12:29:51\tCompleted 3159 to KZ431000: 1426.939813165111\n", - "12:29:51\tCompleted 3219 to KZ156000: 3275.476135451509\n", - "12:29:52\tCompleted 3215 to KZ191600: 1897.2755471730106\n", - "12:29:52\tCompleted 3189 to KZ353200: 2983.750873931891\n", - "12:29:52\tCompleted 3156 to KZ633600: 956.6389267723924\n", - "12:29:52\tCompleted 3180 to KZ274800: 1807.314362064023\n", - "12:29:52\tCompleted 3178 to KZ473600: 1674.8589116947837\n", - "12:29:52\tCompleted 3209 to KZ196200: 3663.6560964267246\n", - "12:29:52\tCompleted 3172 to KZ556800: 794.7058807020992\n", - "12:29:52\tCompleted 3200 to KZ611600: 2789.5840968185603\n", - "12:29:52\tCompleted 3199 to KZ392000: 1882.4624090544828\n", - "12:29:52\tCompleted 3202 to KZ193600: 3731.196181384380512:29:52\tCompleted 3162 to KZ156000: 2145.194085845345\n", - "\n", - "12:29:52\tCompleted 3216 to KZ352800: 1600.1561753216508\n", - "12:29:52\tCompleted 3197 to KZ635800: 3533.8687229010648\n", - "12:29:53\tCompleted 3221 to KZ351800: 764.1982353342007\n", - "12:29:53\tCompleted 3173 to KZ613800: 1726.70543568623412:29:53\tCompleted 3166 to KZ553600: 492.8769931499306\n", - "\n", - "12:29:53\tCompleted 3153 to KZ613600: 1468.8529606507302\n", - "12:29:53\tCompleted 3176 to KZ751810: 3395.636290856996\n", - "12:29:53\tCompleted 3207 to KZ273200: 625.4751541862803\n", - "12:29:53\tCompleted 3171 to KZ356000: 3134.1320873879004\n", - "12:29:53\tCompleted 3190 to KZ396600: 2165.3498078603616\n", - "12:29:53\tCompleted 3155 to KZ111010: 1623.501401626104\n", - "12:29:53\tCompleted 3211 to KZ393200: 1752.0873773932915\n", - "12:29:53\tCompleted 3175 to KZ191600: 3237.2585693500805\n", - "12:29:53\tCompleted 3163 to KZ192600: 1471.2438587209022\n", - "12:29:53\tCompleted 3147 to KZ114800: 929.2987370475348\n", - "12:29:53\tCompleted 3222 to KZ474600: 315.85688664752587\n", - "12:29:53\tCompleted 3192 to KZ113200: 2935.776941396488\n", - "12:29:53\tCompleted 3157 to KZ352100: 749.158285968922\n", - "12:29:54\tCompleted 3213 to KZ614400: 1338.1688965107114\n", - "12:29:54\tCompleted 3164 to KZ352300: 2430.6601957994008\n", - "12:29:54\tCompleted 3185 to KZ275800: 4007.854138755204\n", - "12:29:54\tCompleted 3172 to KZ554800: 799.4013687465548\n", - "12:29:54\tCompleted 3207 to KZ274400: 893.7213849751446\n", - "12:29:54\tCompleted 3203 to KZ234800: 3440.0524222715276\n", - "12:29:54\tCompleted 3178 to KZ474200: 2168.918415419893\n", - "12:29:54\tCompleted 3187 to KZ114400: 1561.3250716044722\n", - "12:29:54\tCompleted 3193 to KZ113800: 2675.0792345780897\n", - "12:29:54\tCompleted 3217 to KZ276200: 4342.667558450156\n", - "12:29:54\tCompleted 3169 to KZ191000: 1407.3588733350314\n", - "12:29:54\tCompleted 3166 to KZ552200: 608.3265361669289\n", - "12:29:54\tCompleted 3188 to KZ751710: 1874.0656204127208\n", - "12:29:55\tCompleted 3160 to KZ596400: 3659.5116000758712\n", - "12:29:55\tCompleted 3210 to KZ395800: 2883.98586481228\n", - "12:29:55\tCompleted 3157 to KZ352200: 31.60549936439106\n", - "12:29:55\tCompleted 3142 to KZ751810: 3128.415840293274\n", - "12:29:55\tCompleted 3196 to KZ235600: 4482.966865346685\n", - "12:29:55\tCompleted 3205 to KZ434000: 1832.4373800053866\n", - "12:29:55\tCompleted 3199 to KZ395600: 2196.0286150354377\n", - "12:29:55\tCompleted 3180 to KZ275800: 1276.8971860524216\n", - "12:29:55\tCompleted 3222 to KZ475000: 686.1859133973262\n", - "12:29:55\tCompleted 3216 to KZ356400: 1488.6109005916692\n", - "12:29:55\tCompleted 3147 to KZ111010: 466.6508614775835\n", - "12:29:55\tCompleted 3204 to KZ634000: 3206.7003454468286\n", - "12:29:55\tCompleted 3207 to KZ275400: 888.6566232623103\n", - "12:29:55\tCompleted 3190 to KZ394200: 1776.8110851242882\n", - "12:29:56\tCompleted 3148 to KZ234200: 3809.3960341463303\n", - "12:29:56\tCompleted 3211 to KZ393400: 1314.2596967315662\n", - "12:29:56\tCompleted 3155 to KZ116000: 1600.631111866761\n", - "12:29:56\tCompleted 3213 to KZ614600: 1063.2765940952993\n", - "12:29:56\tCompleted 3165 to KZ395000: 1527.5825343206143\n", - "12:29:56\tCompleted 3172 to KZ556400: 737.135242437997\n", - "12:29:56\tCompleted 3212 to KZ596600: 1613.5324052014314\n", - "12:29:56\tCompleted 3170 to KZ634000: 3540.8276713083105\n", - "12:29:56\tCompleted 3220 to KZ633200: 2611.8317254819326\n", - "12:29:56\tCompleted 3215 to KZ195200: 1835.0405703077372\n", - "12:29:56\tCompleted 3159 to KZ435200: 1503.2461193935264\n", - "12:29:56\tCompleted 3164 to KZ352800: 1677.8270340329595\n", - "12:29:56\tCompleted 3206 to KZ273200: 4579.332597712159\n", - "12:29:56\tCompleted 3182 to KZ635400: 4871.45165494153\n", - "12:29:56\tCompleted 3200 to KZ613600: 2843.77923346237\n", - "12:29:56\tCompleted 3183 to KZ392400: 1622.237888649548\n", - "12:29:56\tCompleted 3178 to KZ474600: 1846.0938546018226\n", - "12:29:56\tCompleted 3177 to KZ353600: 3003.6610068704404\n", - "12:29:57\tCompleted 3166 to KZ554600: 722.7215588284598\n", - "12:29:57\tCompleted 3217 to KZ474200: 4565.451827915899\n", - "12:29:57\tCompleted 3222 to KZ475200: 697.0288741813744\n", - "12:29:57\tCompleted 3147 to KZ116000: 435.48194260032295\n", - "12:29:57\tCompleted 3144 to KZ434000: 1818.4151247109392\n", - "12:29:57\tCompleted 3207 to KZ273600: 1078.3349015575086\n", - "12:29:57\tCompleted 3157 to KZ352300: 804.6625176280156\n", - "12:29:57\tCompleted 3179 to KZ275800: 2867.4312450155994\n", - "12:29:57\tCompleted 3153 to KZ614000: 1597.265623192469\n", - "12:29:58\tCompleted 3189 to KZ353600: 3711.052074191829\n", - "12:29:58\tCompleted 3184 to KZ473600: 2892.1515637126013\n", - "12:29:58\tCompleted 3160 to KZ594600: 2884.8573399992356\n", - "12:29:58\tCompleted 3171 to KZ354400: 3921.4374101421017\n", - "12:29:58\tCompleted 3209 to KZ192600: 3937.0070242467336\n", - "12:29:58\tCompleted 3219 to KZ154600: 3573.6135661966237\n", - "12:29:58\tCompleted 3162 to KZ154600: 2443.3315165904596\n", - "12:29:58\tCompleted 3151 to KZ634600: 3993.1218723805528\n", - "12:29:58\tCompleted 3216 to KZ352400: 1551.5705332154314\n", - "12:29:58\tCompleted 3222 to KZ471800: 526.638654020639\n", - "12:29:58\tCompleted 3199 to KZ395800: 2451.1867268041674\n", - "12:29:58\tCompleted 3192 to KZ113400: 3013.6379782018257\n", - "12:29:58\tCompleted 3169 to KZ196200: 1402.725022148228\n", - "12:29:58\tCompleted 3163 to KZ196600: 1730.3208153105174\n", - "12:29:58\tCompleted 3155 to KZ116400: 1714.7338305083624\n", - "12:29:58\tCompleted 3213 to KZ614800: 1302.9865993529702\n", - "12:29:58\tCompleted 3172 to KZ554200: 988.895766308794612:29:58\tCompleted 3157 to KZ352800: 11.82842712474619\n", - "\n", - "12:29:59\tCompleted 3175 to KZ195200: 3175.023592484813\n", - "12:29:59\tCompleted 3147 to KZ116400: 557.8832903598421\n", - "12:29:59\tCompleted 3190 to KZ394400: 1729.8134807862139\n", - "12:29:59\tCompleted 3178 to KZ475000: 2216.4228813516197\n", - "12:29:59\tCompleted 3193 to KZ114500: 3138.45939938712\n", - "12:29:59\tCompleted 3165 to KZ395200: 1059.5470492457441\n", - "12:29:59\tCompleted 3176 to KZ751910: 3416.777207207403\n", - "12:29:59\tCompleted 3202 to KZ194000: 3797.683547229613\n", - "12:29:59\tCompleted 3164 to KZ356400: 1870.7339817849954\n", - "12:29:59\tCompleted 3187 to KZ114600: 2186.788542455937\n", - "12:29:59\tCompleted 3180 to KZ276000: 1692.7282118074886\n", - "12:29:59\tCompleted 3210 to KZ392400: 2610.172790838608\n", - "12:29:59\tCompleted 3207 to KZ276600: 1360.0476772178101\n", - "12:29:59\tCompleted 3211 to KZ391600: 1412.090968994407\n", - "12:29:59\tCompleted 3197 to KZ636200: 3232.1468722909085\n", - "12:29:59\tCompleted 3188 to KZ751810: 1827.9246881788195\n", - "12:29:59\tCompleted 3221 to KZ393200: 1876.924400569196\n", - "12:30:00\tCompleted 3166 to KZ555600: 1046.4097181466207\n", - "12:30:00\tCompleted 3157 to KZ356400: 357.39614348896373\n", - "12:30:00\tCompleted 3185 to KZ276000: 4423.685164510274\n", - "12:30:00\tCompleted 3147 to KZ116800: 345.4844366678165\n", - "12:30:00\tCompleted 3159 to KZ434800: 1418.2692093186112:30:00\tCompleted 3167 to KZ275400: 3863.5503485372456\n", - "\n", - "12:30:00\tCompleted 3173 to KZ273200: 3298.7087200519654\n", - "12:30:00\tCompleted 3217 to KZ271000: 4360.360513864393\n", - "12:30:01\tCompleted 3183 to KZ396200: 1430.6609746233298\n", - "12:30:01\tCompleted 3199 to KZ392400: 1981.6630367342343\n", - "12:30:01\tCompleted 3196 to KZ233600: 4488.728854146798\n", - "12:30:01\tCompleted 3142 to KZ751910: 3149.556756643681\n", - "12:30:01\tCompleted 3203 to KZ235200: 3487.692269634895\n", - "12:30:01\tCompleted 3207 to KZ275000: 939.2400715279847\n", - "12:30:01\tCompleted 3157 to KZ352400: 102.27260094890536\n", - "12:30:01\tCompleted 3213 to KZ615400: 1299.3922244344608\n", - "12:30:01\tCompleted 3200 to KZ614000: 2889.1380721349433\n", - "12:30:01\tCompleted 3178 to KZ475200: 2227.265842135665\n", - "12:30:01\tCompleted 3147 to KZ111810: 367.3485296909451\n", - "12:30:01\tCompleted 3171 to KZ351800: 3156.118961285305\n", - "12:30:01\tCompleted 3164 to KZ352400: 1629.24139192674\n", - "12:30:01\tCompleted 3163 to KZ194200: 1232.2705574830522\n", - "12:30:01\tCompleted 3190 to KZ433200: 1760.549683947043\n", - "12:30:02\tCompleted 3212 to KZ595000: 1977.754938878349\n", - "12:30:02\tCompleted 3155 to KZ116800: 1502.3349768163366\n", - "12:30:02\tCompleted 3166 to KZ551000: 683.4191310173112\n", - "12:30:02\tCompleted 3187 to KZ114800: 1234.4486841326539\n", - "12:30:02\tCompleted 3160 to KZ711110: 3350.5312492642165\n", - "12:30:02\tCompleted 3165 to KZ391000: 1255.2533137547184\n", - "12:30:02\tCompleted 3206 to KZ274400: 4509.398997723725\n", - "12:30:02\tCompleted 3148 to KZ234600: 3924.566332584385\n", - "12:30:02\tCompleted 3169 to KZ192600: 1462.7147174339054\n", - "12:30:02\tCompleted 3222 to KZ593200: 2615.896954580725\n", - "12:30:02\tCompleted 3221 to KZ393400: 1394.7847229145243\n", - "12:30:02\tCompleted 3196 to KZ633200: 583.5163726982331\n", - "12:30:02\tCompleted 3192 to KZ113600: 2692.1550963620643\n", - "12:30:02\tCompleted 3177 to KZ351600: 2584.893241598025\n", - "12:30:02\tCompleted 3205 to KZ471000: 3942.3098538672366\n", - "12:30:03\tCompleted 3215 to KZ195000: 2286.6706738484004\n", - "12:30:03\tCompleted 3216 to KZ356000: 2377.851465115319\n", - "12:30:03\tCompleted 3207 to KZ274800: 1022.1516020958412\n", - "12:30:03\tCompleted 3211 to KZ393600: 1454.9446655185086\n", - "12:30:03\tCompleted 3180 to KZ276200: 1412.1144250735633\n", - "12:30:03\tCompleted 3193 to KZ114000: 2899.839969141463\n", - "12:30:03\tCompleted 3217 to KZ474600: 4242.627267097808\n", - "12:30:03\tCompleted 3182 to KZ635000: 4398.7848650298665\n", - "12:30:03\tCompleted 3153 to KZ613900: 1874.017322333663\n", - "12:30:03\tCompleted 3213 to KZ615200: 1114.9757931389108\n", - "12:30:03\tCompleted 3189 to KZ351600: 3292.284308919421\n", - "12:30:03\tCompleted 3170 to KZ635400: 4049.0635848799884\n", - "12:30:04\tCompleted 3219 to KZ154800: 3408.6208772090235\n", - "12:30:04\tCompleted 3204 to KZ635400: 3714.9362590185065\n", - "12:30:04\tCompleted 3172 to KZ791110: 1785.808671905824\n", - "12:30:04\tCompleted 3166 to KZ556000: 731.5405132253284\n", - "12:30:04\tCompleted 3162 to KZ154800: 2326.512196842436\n", - "12:30:04\tCompleted 3178 to KZ471800: 2056.8756219749284\n", - "12:30:04\tCompleted 3210 to KZ396200: 2418.5958768124033\n", - "12:30:04\tCompleted 3196 to KZ634800: 1052.1847895154754\n", - "12:30:04\tCompleted 3199 to KZ396200: 2421.691959243955\n", - "12:30:04\tCompleted 3209 to KZ196600: 3982.722748302005\n", - "12:30:04\tCompleted 3190 to KZ431900: 1737.1168563926024\n", - "12:30:04\tCompleted 3207 to KZ275800: 992.5413778949826\n", - "12:30:04\tCompleted 3171 to KZ393200: 2779.342240710795\n", - "12:30:04\tCompleted 3157 to KZ356000: 965.7589048512906\n", - "12:30:04\tCompleted 3151 to KZ634400: 3514.8398352924764\n", - "12:30:04\tCompleted 3188 to KZ751910: 1828.863369815042\n", - "12:30:04\tCompleted 3220 to KZ634800: 3332.835647425036\n", - "12:30:05\tCompleted 3221 to KZ391600: 1261.8899837762988\n", - "12:30:05\tCompleted 3155 to KZ111810: 1424.2090122898123\n", - "12:30:05\tCompleted 3144 to KZ471000: 3596.3264940005647\n", - "12:30:05\tCompleted 3175 to KZ195000: 3621.152751801732\n", - "12:30:05\tCompleted 3159 to KZ433600: 1618.1119728605108\n", - "12:30:05\tCompleted 3183 to KZ396600: 1438.579815414529\n", - "12:30:05\tCompleted 3163 to KZ751210: 1330.4887367915283\n", - "12:30:05\tCompleted 3176 to KZ751510: 3405.293145106487412:30:05\tCompleted 3179 to KZ276000: 3283.2622707706346\n", - "\n", - "12:30:05\tCompleted 3187 to KZ111010: 1622.2026546993206\n", - "12:30:05\tCompleted 3147 to KZ116600: 1194.183796364213\n", - "12:30:05\tCompleted 3223 to KZ612000: 535.5193720937792\n", - "12:30:05\tCompleted 3211 to KZ396400: 1426.8687784946571\n", - "12:30:05\tCompleted 3184 to KZ474200: 3338.7757247791233\n", - "12:30:05\tCompleted 3164 to KZ356000: 2547.930681214871\n", - "12:30:05\tCompleted 3196 to KZ633400: 410.6452123115766\n", - "12:30:06\tCompleted 3165 to KZ395400: 1298.6172086800323\n", - "12:30:06\tCompleted 3207 to KZ276000: 1068.2366247038212\n", - "12:30:06\tCompleted 3160 to KZ711410: 3340.66547008519\n", - "12:30:06\tCompleted 3180 to KZ271000: 1429.8073804877918\n", - "12:30:06\tCompleted 3202 to KZ196400: 4230.837653905193\n", - "12:30:06\tCompleted 3185 to KZ276200: 4143.071377776337\n", - "12:30:06\tCompleted 3200 to KZ613900: 3126.0580693046704\n", - "12:30:06\tCompleted 3192 to KZ113800: 2520.9078961922983\n", - "12:30:06\tCompleted 3142 to KZ751510: 3138.0726945427655\n", - 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"\n", - "12:30:26\tCompleted 3221 to KZ395000: 1812.8671813335386\n", - "12:30:26\tCompleted 3196 to KZ631000: 656.364916800538\n", - "12:30:26\tCompleted 3193 to KZ116000: 2934.173796366615\n", - "12:30:27\tCompleted 3212 to KZ596000: 1916.944799058528\n", - "12:30:27\tCompleted 3216 to KZ391600: 2567.574347953916\n", - "12:30:27\tCompleted 3178 to KZ595000: 3402.170197618228\n", - "12:30:27\tCompleted 3177 to KZ355200: 2020.340860487729312:30:27\tCompleted 3148 to KZ233600: 3206.707310603898\n", - "\n", - "12:30:27\tCompleted 3219 to KZ156800: 2947.4519645997016\n", - "12:30:27\tCompleted 3199 to KZ431000: 2265.6492316387435\n", - "12:30:27\tCompleted 3190 to KZ434000: 2660.8271985360425\n", - "12:30:27\tCompleted 3186 to KZ113200: 1008.1804784454142\n", - "12:30:27\tCompleted 3217 to KZ593200: 2192.201958447763\n", - "12:30:27\tCompleted 3215 to KZ195600: 2459.8687862031543\n", - "12:30:27\tCompleted 3197 to KZ634400: 3158.7287493362405\n", - "12:30:27\tCompleted 3210 to KZ431900: 2681.0588985814657\n", - 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"12:30:31\tCompleted 3187 to KZ115200: 1252.369609809572\n", - "12:30:31\tCompleted 3212 to KZ596200: 1745.6396316169034\n", - "12:30:31\tCompleted 3189 to KZ355600: 2971.3774809042598\n", - "12:30:31\tCompleted 3186 to KZ113600: 817.8624745141393\n", - "12:30:31\tCompleted 3192 to KZ114800: 2342.545797327304\n", - "12:30:31\tCompleted 3170 to KZ632400: 3634.6588799549972\n", - "12:30:31\tCompleted 3159 to KZ474200: 3647.8260620706656\n", - "12:30:31\tCompleted 3219 to KZ193600: 606.7054991567361\n", - "12:30:31\tCompleted 3203 to KZ633800: 1203.2698334242048\n", - "12:30:31\tCompleted 3205 to KZ475000: 4017.463714842511\n", - "12:30:32\tCompleted 3178 to KZ593600: 3739.6052034423874\n", - "12:30:32\tCompleted 3181 to KZ114500: 1725.988436582545\n", - "12:30:32\tCompleted 3217 to KZ595800: 2296.121568488132\n", - "12:30:32\tCompleted 3175 to KZ195600: 3799.8518083802164\n", - "12:30:32\tCompleted 3177 to KZ355600: 2263.986413582871\n", - "12:30:32\tCompleted 3216 to KZ393600: 2686.0497930970323\n", - 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"\n", - "12:31:05\tCompleted 3186 to KZ115200: 710.6642601993983\n", - "12:31:05\tCompleted 3167 to KZ274000: 3800.718131067493\n", - "12:31:05\tCompleted 3178 to KZ711410: 3638.222656097572\n", - "12:31:06\tCompleted 3210 to KZ471000: 4786.672717890992\n", - "12:31:06\tCompleted 3215 to KZ196600: 2236.806740150144\n", - "12:31:06\tCompleted 3184 to KZ595600: 1263.6696860877748\n", - "12:31:06\tCompleted 3218 to KZ116400: 2483.0487470000635\n", - "12:31:06\tCompleted 3183 to KZ434000: 1950.9236597927807\n", - "12:31:06\tCompleted 3221 to KZ394400: 1553.3150387842386\n", - "12:31:06\tCompleted 3180 to KZ114400: 1324.409097787794\n", - "12:31:06\tCompleted 3228 to KZ356400: 1278.9865138309774\n", - "12:31:06\tCompleted 3193 to KZ154200: 903.0782211823935\n", - "12:31:06\tCompleted 3192 to KZ115400: 2343.3259595283316\n", - "12:31:07\tCompleted 3227 to KZ635400: 1596.2879677786937\n", - "12:31:07\tCompleted 3211 to KZ434000: 957.1631086253876\n", - "12:31:07\tCompleted 3229 to KZ474200: 4376.690182743972\n", - 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"\n", - "12:31:11\tCompleted 3200 to KZ275800: 732.1220599057839\n", - "12:31:11\tCompleted 3221 to KZ434400: 544.0026739004414\n", - "12:31:11\tCompleted 3180 to KZ114600: 1949.8725686392588\n", - "12:31:11\tCompleted 3217 to KZ596000: 2099.609185026876\n", - "12:31:11\tCompleted 3213 to KZ271000: 1797.1332137838144\n", - "12:31:11\tCompleted 3189 to KZ351800: 2243.995916221892\n", - "12:31:11\tCompleted 3166 to KZ614800: 1814.2535940873788\n", - "12:31:12\tCompleted 3199 to KZ594200: 2802.812864763009\n", - "12:31:12\tCompleted 3222 to KZ711210: 2851.2237677366643\n", - "12:31:12\tCompleted 3211 to KZ471000: 2148.165500645928\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:31:12\tCompleted 3193 to KZ154800: 1149.1617802720173\n", - "12:31:12\tCompleted 3184 to KZ596200: 1293.4841517058621\n", - "12:31:12\tCompleted 3210 to KZ473600: 4367.697951867969\n", - "12:31:12\tCompleted 3186 to KZ151000: 1695.8762127739249\n", - "12:31:12\tCompleted 3234 to KZ115200: 2165.9093044453552\n", - 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"12:31:17\tCompleted 3227 to KZ632800: 1203.470807479698\n", - "12:31:17\tCompleted 3186 to KZ153200: 1700.292796202574\n", - "12:31:17\tCompleted 3160 to KZ556400: 4033.343749356074\n", - "12:31:17\tCompleted 3196 to KZ351000: 1318.3345629724683\n", - "12:31:17\tCompleted 3180 to KZ111010: 1385.2866808826425\n", - "12:31:17\tCompleted 3236 to KZ352000: 1819.5730623672782\n", - "12:31:17\tCompleted 3203 to KZ636400: 1375.1909011824303\n", - "12:31:17\tCompleted 3228 to KZ354400: 1970.6523256744508\n", - "12:31:17\tCompleted 3189 to KZ393400: 1880.768635483029\n", - "12:31:17\tCompleted 3221 to KZ434000: 805.5290282404213\n", - "12:31:17\tCompleted 3219 to KZ234000: 4430.355454696776\n", - "12:31:17\tCompleted 3190 to KZ595200: 2535.1406990108985\n", - "12:31:17\tCompleted 3234 to KZ115400: 2386.482076311006\n", - "12:31:17\tCompleted 3220 to KZ632800: 2674.2218389704035\n", - "12:31:17\tCompleted 3208 to KZ116600: 2727.1838473016983\n", - "12:31:17\tCompleted 3166 to KZ615400: 1705.1574762603145\n", - "12:31:17\tCompleted 3177 to KZ393400: 1173.3775681615907\n", - "12:31:18\tCompleted 3169 to KZ234800: 3097.6763483382247\n", - "12:31:18\tCompleted 3165 to KZ433600: 1559.1579577916773\n", - "12:31:18\tCompleted 3218 to KZ116600: 2391.1825628284087\n", - "12:31:18\tCompleted 3200 to KZ274000: 873.9484901463188\n", - "12:31:18\tCompleted 3193 to KZ155600: 792.1859738169218\n", - "12:31:18\tCompleted 3199 to KZ595000: 2829.3968749918663\n", - "12:31:18\tCompleted 3171 to KZ433600: 2788.558830465688\n", - "12:31:18\tCompleted 3213 to KZ274000: 2450.7913975033293\n", - "12:31:19\tCompleted 3227 to KZ636800: 1133.7434338997737\n", - "12:31:19\tCompleted 3207 to KZ113400: 3410.1075668126173\n", - "12:31:19\tCompleted 3235 to KZ231000: 4248.410109832072\n", - "12:31:19\tCompleted 3197 to KZ314200: 1561.0783295822907\n", - "12:31:19\tCompleted 3168 to KZ113400: 1266.100384715004\n", - "12:31:19\tCompleted 3210 to KZ474200: 4814.322112934536\n", - "12:31:19\tCompleted 3184 to KZ594600: 1272.7579828331352\n", - "12:31:19\tCompleted 3215 to KZ751110: 1827.4547838701103\n", - "12:31:19\tCompleted 3230 to KZ615400: 1628.908157365894\n", - "12:31:19\tCompleted 3182 to KZ634400: 4277.164852984771\n", - "12:31:19\tCompleted 3229 to KZ475000: 4424.19464867568612:31:19\tCompleted 3187 to KZ194000: 2826.044968740884\n", - "\n", - "12:31:20\tCompleted 3226 to KZ155600: 3544.964738308144712:31:20\tCompleted 3217 to KZ596400: 2107.5046267913035\n", - "\n", - "12:31:20\tCompleted 3204 to KZ631000: 3140.2019666845154\n", - "12:31:20\tCompleted 3223 to KZ276000: 2413.2459640415964\n", - "12:31:20\tCompleted 3196 to KZ352000: 1769.179696142227\n", - "12:31:20\tCompleted 3189 to KZ391600: 2139.964878733604\n", - "12:31:20\tCompleted 3151 to KZ351600: 2769.3546953063105\n", - "12:31:20\tCompleted 3236 to KZ354800: 1672.949190147424\n", - "12:31:20\tCompleted 3170 to KZ634600: 3933.05882001136\n", - "12:31:20\tCompleted 3216 to KZ392000: 2880.0770945252966\n", - "12:31:20\tCompleted 3177 to KZ391600: 1432.573811412167\n", - "12:31:20\tCompleted 3180 to KZ116000: 1434.989370969525\n", - "12:31:20\tCompleted 3172 to KZ616400: 2701.861165043656\n", - "12:31:20\tCompleted 3193 to KZ156800: 1712.930499494077112:31:20\tCompleted 3147 to KZ156400: 2591.7617401846273\n", - "\n", - "12:31:20\tCompleted 3163 to KZ235600: 3205.140758286403\n", - "12:31:20\tCompleted 3200 to KZ274200: 1086.0696697433389\n", - "12:31:21\tCompleted 3178 to KZ555200: 4369.65334406784312:31:21\tCompleted 3237 to KZ473600: 2202.1214631753974\n", - "\n", - "12:31:21\tCompleted 3184 to KZ711110: 561.1029747910503\n", - "12:31:21\tCompleted 3205 to KZ595600: 1380.3428236644506\n", - "12:31:21\tCompleted 3211 to KZ474200: 2175.8148956894797\n", - "12:31:21\tCompleted 3186 to KZ153400: 1551.498169854497\n", - "12:31:21\tCompleted 3227 to KZ635800: 1184.3698676153167\n", - "12:31:21\tCompleted 3173 to KZ274000: 3841.1313345507715\n", - "12:31:21\tCompleted 3209 to KZ634800: 4606.9114051573815\n", - "12:31:21\tCompleted 3181 to KZ151000: 3724.456150711498\n", - "12:31:21\tCompleted 3228 to KZ351800: 1991.6870403174767\n", - "12:31:21\tCompleted 3203 to KZ631000: 1343.5961680277815\n", - "12:31:21\tCompleted 3188 to KZ633400: 1745.0577403473876\n", - "12:31:21\tCompleted 3222 to KZ555200: 3585.2986862649223\n", - "12:31:22\tCompleted 3183 to KZ473600: 3459.556895280529\n", - "12:31:22\tCompleted 3230 to KZ615200: 1366.3248038676143\n", - "12:31:22\tCompleted 3190 to KZ591000: 2652.0965431336103\n", - "12:31:22\tCompleted 3208 to KZ115600: 2728.817702965394\n", - "12:31:22\tCompleted 3168 to KZ113600: 1400.1974587214424\n", - "12:31:22\tCompleted 3218 to KZ115600: 2666.6560399658115\n", - "12:31:22\tCompleted 3175 to KZ751210: 3159.6804467343045\n", - "12:31:22\tCompleted 3166 to KZ615200: 1484.6403310443218\n", - "12:31:22\tCompleted 3202 to KZ191000: 3979.665741617289\n", - "12:31:22\tCompleted 3212 to KZ553200: 2509.0285773513947\n", - "12:31:22\tCompleted 3176 to KZ632200: 3284.116218978057\n", - "12:31:22\tCompleted 3196 to KZ354800: 1094.274878456691\n", - "12:31:23\tCompleted 3207 to KZ113600: 3088.624684972856\n", - "12:31:23\tCompleted 3171 to KZ434000: 3523.7625236308486\n", - "12:31:23\tCompleted 3184 to KZ711410: 561.2757778451601\n", - "12:31:23\tCompleted 3221 to KZ471000: 2273.0025238218213\n", - "12:31:23\tCompleted 3177 to KZ393600: 1195.236999497826\n", - "12:31:23\tCompleted 3180 to KZ116400: 1226.3455371271739\n", - "12:31:23\tCompleted 3199 to KZ593600: 3166.8318808160257\n", - "12:31:23\tCompleted 3238 to KZ614000: 1407.074121087882312:31:23\tCompleted 3227 to KZ636200: 1045.4527843850722\n", - "\n", - "12:31:23\tCompleted 3165 to KZ434000: 1720.9163260135474\n", - "12:31:23\tCompleted 3234 to KZ151000: 3312.353778931706\n", - "12:31:24\tCompleted 3197 to KZ353200: 1846.5049310968448\n", - "12:31:24\tCompleted 3189 to KZ393600: 1845.181645791185\n", - "12:31:24\tCompleted 3205 to KZ596000: 1023.1578396113606\n", - "12:31:24\tCompleted 3184 to KZ711210: 530.9213921787446\n", - "12:31:24\tCompleted 3215 to KZ751310: 1820.626356745364\n", - "12:31:24\tCompleted 3219 to KZ234200: 4881.3011612177415\n", - "12:31:24\tCompleted 3169 to KZ235200: 3145.3161957015923\n", - "12:31:24\tCompleted 3160 to KZ554200: 4203.188651209266\n", - "12:31:25\tCompleted 3182 to KZ313600: 3428.4332164496277\n", - "12:31:25\tCompleted 3220 to KZ636800: 2876.262369231109\n", - "12:31:25\tCompleted 3227 to KZ636400: 802.866936505062112:31:25\tCompleted 3168 to KZ113800: 1584.314046091136\n", - "\n", - "12:31:25\tCompleted 3217 to KZ594600: 2465.8824658253056\n", - "12:31:25\tCompleted 3201 to KZ113200: 1599.1296854437858\n", - "12:31:25\tCompleted 3171 to KZ471000: 2144.4279127547366\n", - "12:31:25\tCompleted 3235 to KZ234000: 4457.020587199768\n", - "12:31:25\tCompleted 3151 to KZ354000: 2415.2440205359285\n", - "12:31:25\tCompleted 3223 to KZ276200: 2132.63217730769\n", - "12:31:25\tCompleted 3218 to KZ115200: 2272.156845865798\n", - "12:31:25\tCompleted 3177 to KZ396400: 1029.0718774106092\n", - "12:31:25\tCompleted 3208 to KZ115200: 2334.3185088653804\n", - 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"12:31:29\tCompleted 3238 to KZ612000: 1553.7088541327946\n", - "12:31:29\tCompleted 3218 to KZ115400: 2255.0160823899137\n", - "12:31:29\tCompleted 3171 to KZ474200: 2172.077307798288\n", - "12:31:29\tCompleted 3182 to KZ314000: 3210.866951805938\n", - "12:31:29\tCompleted 3196 to KZ355600: 1521.8032832295974\n", - "12:31:29\tCompleted 3234 to KZ153200: 3316.770362360331\n", - "12:31:29\tCompleted 3184 to KZ555200: 1294.1380855754724\n", - "12:31:29\tCompleted 3236 to KZ355600: 1908.5750304973456\n", - "12:31:29\tCompleted 3189 to KZ394000: 1746.7176500307567\n", - "12:31:29\tCompleted 3230 to KZ615600: 1923.226057040786\n", - "12:31:29\tCompleted 3176 to KZ635200: 4200.040948004767\n", - "12:31:29\tCompleted 3190 to KZ596000: 2718.088679929869612:31:29\tCompleted 3226 to KZ193600: 564.14082367601\n", - "\n", - "12:31:29\tCompleted 3202 to KZ196200: 3745.2585688259737\n", - "12:31:29\tCompleted 3173 to KZ274200: 3948.4473227105377\n", - "12:31:30\tCompleted 3214 to KZ113200: 1923.791683159997\n", - "12:31:30\tCompleted 3151 to KZ351000: 2379.280387335342\n", - "12:31:30\tCompleted 3163 to KZ633200: 1062.6536666438926\n", - "12:31:30\tCompleted 3203 to KZ634400: 1203.4315338719962\n", - "12:31:30\tCompleted 3215 to KZ751410: 1838.0513351490047\n", - "12:31:30\tCompleted 3208 to KZ151000: 853.9963632834174\n", - "12:31:30\tCompleted 3197 to KZ353600: 2529.3765715366058\n", - "12:31:30\tCompleted 3177 to KZ396800: 1228.244804527743\n", - "12:31:30\tCompleted 3227 to KZ634400: 877.5924902007308\n", - "12:31:30\tCompleted 3228 to KZ393400: 2512.0205896746916\n", - "12:31:31\tCompleted 3226 to KZ194000: 419.6860548213416\n", - "12:31:31\tCompleted 3240 to KZ115600: 1644.4324183437336\n", - "12:31:31\tCompleted 3236 to KZ352100: 1000.338344900626\n", - "12:31:31\tCompleted 3218 to KZ151000: 1017.0750091587716\n", - "12:31:31\tCompleted 3205 to KZ596400: 1183.9522688823122\n", - "12:31:31\tCompleted 3199 to KZ591000: 2820.143826664663\n", - "12:31:31\tCompleted 3207 to KZ114500: 3380.75764961212\n", - 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"\n", - "12:31:32\tCompleted 3226 to KZ196400: 258.197291540142\n", - "12:31:32\tCompleted 3186 to KZ154000: 1633.6864723593746\n", - "12:31:32\tCompleted 3187 to KZ196800: 2727.357473175315\n", - "12:31:32\tCompleted 3223 to KZ271000: 2150.3251327219077\n", - "12:31:32\tCompleted 3170 to KZ313600: 2606.045146388184\n", - "12:31:32\tCompleted 3189 to KZ396800: 1878.1894508210996\n", - "12:31:32\tCompleted 3222 to KZ553200: 3437.6799576860917\n", - "12:31:32\tCompleted 3181 to KZ153400: 3358.3210875101227\n", - "12:31:32\tCompleted 3218 to KZ153200: 953.9890135269148\n", - "12:31:32\tCompleted 3220 to KZ635800: 3240.549921028493\n", - "12:31:33\tCompleted 3177 to KZ394800: 971.3219322752815\n", - "12:31:33\tCompleted 3160 to KZ791310: 3317.3459611990684\n", - "12:31:33\tCompleted 3169 to KZ235600: 3240.353961721997\n", - "12:31:33\tCompleted 3190 to KZ596200: 2347.1810009535784\n", - "12:31:33\tCompleted 3166 to KZ615600: 1524.76868081023\n", - "12:31:33\tCompleted 3203 to KZ313600: 1206.5220084321882\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:31:33\tCompleted 3171 to KZ475000: 2219.581773730014\n", - "12:31:33\tCompleted 3229 to KZ471800: 4264.6473892990025\n", - "12:31:33\tCompleted 3227 to KZ313600: 1304.8716247396887\n", - "12:31:33\tCompleted 3226 to KZ196800: 330.98699360158383\n", - "12:31:33\tCompleted 3175 to KZ751310: 3160.60937892244\n", - "12:31:33\tCompleted 3210 to KZ475000: 4861.826578866268\n", - "12:31:34\tCompleted 3168 to KZ117000: 1312.7091296676824\n", - "12:31:34\tCompleted 3209 to KZ633600: 3733.598316915356\n", - "12:31:34\tCompleted 3236 to KZ352200: 1717.1315674854636\n", - "12:31:34\tCompleted 3214 to KZ113400: 1799.52491692606\n", - "12:31:34\tCompleted 3238 to KZ614600: 1401.1818200126977\n", - "12:31:34\tCompleted 3230 to KZ612600: 1562.5315285594036\n", - "12:31:34\tCompleted 3151 to KZ352000: 2147.781475661471\n", - "12:31:34\tCompleted 3208 to KZ153400: 1484.351025849265\n", - "12:31:34\tCompleted 3217 to KZ711210: 1741.3890209214474\n", - 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"\n", - "12:32:11\tCompleted 3229 to KZ591000: 2053.7955574079483\n", - "12:32:11\tCompleted 3211 to KZ595000: 2163.2021610297024\n", - "12:32:11\tCompleted 3203 to KZ355600: 700.2255891372866\n", - "12:32:12\tCompleted 3236 to KZ391600: 2558.1832233412665\n", - "12:32:12\tCompleted 3182 to KZ315000: 3514.558839543178\n", - "12:32:12\tCompleted 3175 to KZ234800: 603.2914810516257\n", - "12:32:12\tCompleted 3218 to KZ193600: 3502.9144063639073\n", - "12:32:12\tCompleted 3168 to KZ115400: 1921.7606187159095\n", - "12:32:12\tCompleted 3197 to KZ352100: 2216.985194288938\n", - "12:32:12\tCompleted 3240 to KZ154200: 2195.437806136079\n", - "12:32:12\tCompleted 3237 to KZ593400: 1925.5809744620824\n", - "12:32:12\tCompleted 3244 to KZ615200: 3045.4983824521605\n", - "12:32:12\tCompleted 3193 to KZ195200: 3953.1889239505103\n", - "12:32:12\tCompleted 3215 to KZ234200: 2694.9442505596726\n", - "12:32:12\tCompleted 3238 to KZ274400: 4281.596400412584\n", - "12:32:12\tCompleted 3204 to KZ316200: 1616.6803052820824\n", - 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"\n", - "12:32:16\tCompleted 3212 to KZ554800: 2680.161023539428712:32:16\tCompleted 3175 to KZ233600: 751.7310832355666\n", - "\n", - "12:32:16\tCompleted 3204 to KZ311000: 1477.251565652967\n", - "12:32:16\tCompleted 3240 to KZ156000: 1768.6870385042891\n", - "12:32:16\tCompleted 3236 to KZ393600: 2860.616518330626612:32:16\tCompleted 3187 to KZ195600: 3315.7486882655357\n", - "\n", - "12:32:16\tCompleted 3226 to KZ234000: 4387.79077921605\n", - "12:32:16\tCompleted 3197 to KZ352200: 1854.445505825562\n", - "12:32:16\tCompleted 3219 to KZ635000: 1116.3493168047792\n", - "12:32:16\tCompleted 3230 to KZ275000: 4077.2087600449527\n", - "12:32:16\tCompleted 3216 to KZ434400: 2860.787864325205\n", - "12:32:17\tCompleted 3253 to KZ111810: 1801.8879744527264\n", - "12:32:17\tCompleted 3217 to KZ791110: 1548.01868563804912:32:17\tCompleted 3220 to KZ314000: 1176.863078168866\n", - "\n", - "12:32:17\tCompleted 3176 to KZ631000: 3832.3683977893797\n", - "12:32:17\tCompleted 3227 to KZ355600: 1623.0467751694653\n", - 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"\n", - "12:32:27\tCompleted 3205 to KZ791110: 1275.6025034400714\n", - "12:32:27\tCompleted 3189 to KZ431000: 2048.414228139116\n", - "12:32:27\tCompleted 3227 to KZ352800: 1458.7257348545502\n", - "12:32:27\tCompleted 3184 to KZ613600: 1004.1183829832638\n", - "12:32:28\tCompleted 3224 to KZ116000: 1353.4955901670796\n", - "12:32:28\tCompleted 3214 to KZ116800: 1867.6876326663266\n", - "12:32:28\tCompleted 3160 to KZ616400: 3991.242204289956\n", - "12:32:28\tCompleted 3219 to KZ636800: 1179.078210258308\n", - "12:32:28\tCompleted 3177 to KZ434000: 1904.2484112460613\n", - "12:32:28\tCompleted 3217 to KZ611600: 1736.6823091438791\n", - "12:32:28\tCompleted 3235 to KZ632800: 1492.4555594030119\n", - "12:32:29\tCompleted 3218 to KZ196800: 3470.714276643571\n", - "12:32:29\tCompleted 3244 to KZ612600: 2834.116723268116\n", - "12:32:29\tCompleted 3216 to KZ434800: 2132.1114128180047\n", - "12:32:29\tCompleted 3230 to KZ275800: 4082.296495416791\n", - "12:32:29\tCompleted 3234 to KZ155600: 3438.1025881920546\n", - 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"\n", - "12:32:35\tCompleted 3178 to KZ791110: 3637.1846961718466\n", - "12:32:35\tCompleted 3219 to KZ631000: 1063.09190071505\n", - "12:32:36\tCompleted 3255 to KZ352000: 1470.4439522303294\n", - "12:32:36\tCompleted 3181 to KZ193600: 1751.1702965212644\n", - "12:32:36\tCompleted 3201 to KZ151000: 3575.9231468179814\n", - "12:32:36\tCompleted 3204 to KZ353600: 2453.2712324772856\n", - "12:32:36\tCompleted 3234 to KZ193200: 451.3507934481707\n", - "12:32:36\tCompleted 3211 to KZ595600: 2012.7382428806252\n", - "12:32:36\tCompleted 3226 to KZ234800: 4087.608160010639\n", - "12:32:36\tCompleted 3176 to KZ313600: 2964.0842516315524\n", - "12:32:36\tCompleted 3249 to KZ593600: 3705.183616917984\n", - "12:32:36\tCompleted 3170 to KZ353600: 3127.6630629700444\n", - "12:32:36\tCompleted 3246 to KZ154600: 2244.130583896685\n", - "12:32:37\tCompleted 3257 to KZ613900: 558.6590511551066\n", - "12:32:37\tCompleted 3227 to KZ356000: 2158.615765352637\n", - "12:32:37\tCompleted 3189 to KZ433600: 1876.435785402302\n", - 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"12:32:39\tCompleted 3235 to KZ631000: 1306.741876279830212:32:39\tCompleted 3255 to KZ354800: 1566.0086909423073\n", - "\n", - "12:32:39\tCompleted 3248 to KZ351800: 1836.473007034827\n", - "12:32:39\tCompleted 3257 to KZ614400: 485.1918505949089\n", - "12:32:39\tCompleted 3212 to KZ791710: 1112.4194439528067\n", - "12:32:39\tCompleted 3243 to KZ594200: 2321.311967118825\n", - "12:32:39\tCompleted 3241 to KZ633200: 2536.264960903782\n", - "12:32:39\tCompleted 3174 to KZ115600: 2981.267028961945\n", - "12:32:39\tCompleted 3254 to KZ751510: 3957.3598332522447\n", - "12:32:39\tCompleted 3219 to KZ634400: 922.927266559265\n", - "12:32:39\tCompleted 3178 to KZ791310: 3614.9031472114466\n", - "12:32:40\tCompleted 3242 to KZ393600: 2490.4782632120755\n", - "12:32:40\tCompleted 3228 to KZ392400: 2694.392353653882\n", - "12:32:40\tCompleted 3188 to KZ636400: 2425.6356877512208\n", - "12:32:40\tCompleted 3220 to KZ316200: 1207.3118313960022\n", - "12:32:40\tCompleted 3197 to KZ351800: 1061.2262261270002\n", - 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"\n", - "12:32:43\tCompleted 3260 to KZ751710: 351.7589463143034412:32:43\tCompleted 3199 to KZ554600: 3431.1447281940127\n", - "\n", - "12:32:43\tCompleted 3254 to KZ234000: 1408.2588023879969\n", - "12:32:43\tCompleted 3174 to KZ115200: 2641.9948335651197\n", - "12:32:43\tCompleted 3212 to KZ613600: 1115.789241743952\n", - "12:32:43\tCompleted 3257 to KZ615400: 444.3527150156771\n", - "12:32:43\tCompleted 3215 to KZ233600: 1969.1101360729272\n", - "12:32:43\tCompleted 3244 to KZ275400: 2148.667553122593\n", - "12:32:43\tCompleted 3208 to KZ195200: 3770.2785603116777\n", - "12:32:43\tCompleted 3190 to KZ551000: 3281.999700940632\n", - "12:32:43\tCompleted 3214 to KZ115200: 1594.1629395561504\n", - "12:32:43\tCompleted 3197 to KZ393200: 1439.1592713358637\n", - "12:32:44\tCompleted 3234 to KZ191600: 141.0243866176395\n", - "12:32:44\tCompleted 3235 to KZ634400: 1166.577242124045\n", - "12:32:44\tCompleted 3227 to KZ351800: 1972.1346018185147\n", - "12:32:44\tCompleted 3178 to KZ791510: 3625.020923207715\n", - 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"\n", - "12:32:49\tCompleted 3181 to KZ195000: 1363.094411973028\n", - "12:32:49\tCompleted 3257 to KZ615800: 278.3435388931235\n", - "12:32:49\tCompleted 3237 to KZ595600: 1857.4543032513268\n", - "12:32:49\tCompleted 3234 to KZ194600: 76.67263260330381\n", - "12:32:49\tCompleted 3184 to KZ614800: 1404.0725263538336\n", - "12:32:49\tCompleted 3254 to KZ234800: 1148.6824533076401\n", - "12:32:49\tCompleted 3224 to KZ115200: 1371.0121821994865\n", - "12:32:49\tCompleted 3190 to KZ556000: 3330.1210831486455\n", - "12:32:49\tCompleted 3202 to KZ234600: 1141.1233558574581\n", - "12:32:49\tCompleted 3235 to KZ314800: 688.7442043330088\n", - "12:32:49\tCompleted 3199 to KZ555600: 3995.1755786878402\n", - "12:32:49\tCompleted 3214 to KZ151000: 1164.7267241792179\n", - "12:32:49\tCompleted 3244 to KZ275000: 1560.8721335302441\n", - "12:32:49\tCompleted 3256 to KZ473600: 3786.13662351612\n", - "12:32:49\tCompleted 3226 to KZ235600: 4230.285773394436\n", - "12:32:50\tCompleted 3219 to KZ315600: 1158.211146431715\n", - 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] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:33:13\tCompleted 3181 to KZ196600: 1662.5894552300606\n", - "12:33:13\tCompleted 3271 to KZ116000: 1782.3112322537122\n", - "12:33:13\tCompleted 3265 to KZ116600: 1244.7661720923447\n", - "12:33:13\tCompleted 3227 to KZ394000: 3028.434759041935\n", - "12:33:13\tCompleted 3215 to KZ633600: 2503.647683839483\n", - "12:33:13\tCompleted 3220 to KZ351000: 1583.3201944618036\n", - "12:33:13\tCompleted 3247 to KZ632200: 1392.6129471018837\n", - "12:33:13\tCompleted 3188 to KZ314800: 1731.8190499377124\n", - "12:33:13\tCompleted 3240 to KZ196400: 1753.1231412835366\n", - "12:33:13\tCompleted 3214 to KZ156400: 1117.795659400664412:33:13\tCompleted 3199 to KZ554800: 3702.83285239936\n", - "\n", - "12:33:13\tCompleted 3190 to KZ554200: 3643.0832716096716\n", - "12:33:13\tCompleted 3261 to KZ352200: 1472.1366181193453\n", - "12:33:13\tCompleted 3226 to KZ635000: 1052.5768204776775\n", - "12:33:13\tCompleted 3212 to KZ615800: 1182.3146279037428\n", - 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"\n", - "12:34:01\tCompleted 3204 to KZ396800: 1294.9493859919883\n", - "12:34:01\tCompleted 3193 to KZ751710: 3997.1877205606793\n", - "12:34:01\tCompleted 3187 to KZ234200: 1843.1442472362771\n", - "12:34:01\tCompleted 3229 to KZ614800: 1824.1365691156338\n", - "12:34:01\tCompleted 3240 to KZ751210: 1169.50139248666412:34:01\tCompleted 3235 to KZ351800: 2189.564963406181\n", - "\n", - "12:34:01\tCompleted 3197 to KZ474200: 1850.5313819417365\n", - "12:34:01\tCompleted 3253 to KZ196800: 251.13185080129537\n", - "12:34:01\tCompleted 3243 to KZ554600: 2176.466068486324\n", - "12:34:01\tCompleted 3188 to KZ352000: 428.12938661509014\n", - "12:34:01\tCompleted 3209 to KZ316200: 2952.5296685047433\n", - "12:34:01\tCompleted 3215 to KZ635200: 3306.3536098036093\n", - "12:34:01\tCompleted 3269 to KZ616400: 3673.7834339761757\n", - "12:34:01\tCompleted 3266 to KZ235600: 2724.546885593781\n", - "12:34:01\tCompleted 3262 to KZ595800: 2194.70755782263\n", - "12:34:01\tCompleted 3199 to KZ613900: 3144.380966170416\n", - 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"\n", - "12:34:04\tCompleted 3255 to KZ395000: 2817.556340182295\n", - "12:34:04\tCompleted 3211 to KZ551000: 2301.2577435575095\n", - "12:34:04\tCompleted 3260 to KZ635000: 1433.9149343994843\n", - "12:34:04\tCompleted 3233 to KZ115400: 1276.4670458796704\n", - "12:34:04\tCompleted 3220 to KZ391600: 1272.9956193059145\n", - "12:34:04\tCompleted 3239 to KZ114600: 3655.1682205558045\n", - "12:34:04\tCompleted 3229 to KZ615400: 1565.3003362061856\n", - "12:34:05\tCompleted 3197 to KZ474600: 1527.706821123666\n", - "12:34:05\tCompleted 3226 to KZ353200: 1438.4090793211014\n", - "12:34:05\tCompleted 3253 to KZ195000: 557.4265206088643\n", - "12:34:05\tCompleted 3273 to KZ355600: 1519.5608914701654\n", - "12:34:05\tCompleted 3188 to KZ354800: 1365.683222410392\n", - "12:34:05\tCompleted 3214 to KZ195200: 1951.2659669329446\n", - "12:34:05\tCompleted 3243 to KZ555600: 1891.7069938893683\n", - "12:34:05\tCompleted 3199 to KZ612000: 2650.2526068361785\n", - "12:34:05\tCompleted 3251 to KZ114600: 1646.088051774424\n", - 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"12:34:08\tCompleted 3218 to KZ751310: 3419.86306227601512:34:08\tCompleted 3273 to KZ352200: 1328.1174284582835\n", - "\n", - "12:34:09\tCompleted 3204 to KZ395200: 1297.049336209045\n", - "12:34:09\tCompleted 3188 to KZ355600: 1007.4521898377368\n", - "12:34:09\tCompleted 3208 to KZ751210: 3754.935414561169\n", - "12:34:09\tCompleted 3253 to KZ194800: 653.8440652084003\n", - "12:34:09\tCompleted 3259 to KZ155200: 3566.572868998177\n", - "12:34:09\tCompleted 3255 to KZ395200: 2349.5208551074597\n", - "12:34:09\tCompleted 3247 to KZ351000: 1316.9890033999054\n", - "12:34:09\tCompleted 3221 to KZ551000: 2151.056758339408\n", - "12:34:09\tCompleted 3266 to KZ233600: 2607.163483449631\n", - "12:34:09\tCompleted 3215 to KZ632400: 3099.0106469972343\n", - "12:34:09\tCompleted 3197 to KZ475000: 1898.0358478734665\n", - "12:34:09\tCompleted 3226 to KZ351600: 946.9417160662337\n", - "12:34:09\tCompleted 3241 to KZ636800: 2789.290979565578\n", - "12:34:09\tCompleted 3261 to KZ396400: 2837.033215637872\n", - 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"\n", - "12:34:11\tCompleted 3233 to KZ153200: 1495.0033507954865\n", - "12:34:11\tCompleted 3204 to KZ391000: 1246.7050824805422\n", - "12:34:11\tCompleted 3260 to KZ635200: 1699.5199821925123\n", - "12:34:11\tCompleted 3190 to KZ615400: 2865.758334550948\n", - "12:34:11\tCompleted 3256 to KZ595600: 2352.1375177273326\n", - "12:34:11\tCompleted 3222 to KZ274200: 1671.9318219721004\n", - "12:34:11\tCompleted 3229 to KZ616400: 2275.309533603958\n", - "12:34:11\tCompleted 3214 to KZ195000: 2402.896070473598\n", - "12:34:11\tCompleted 3188 to KZ352100: 1200.4870261456515\n", - "12:34:12\tCompleted 3248 to KZ392400: 2614.862000549067\n", - "12:34:12\tCompleted 3226 to KZ354000: 1458.2285235894874\n", - "12:34:12\tCompleted 3249 to KZ551000: 3938.0645347866666\n", - "12:34:12\tCompleted 3268 to KZ593200: 1931.3583505049496\n", - "12:34:12\tCompleted 3247 to KZ352000: 1461.7555937006466\n", - "12:34:12\tCompleted 3253 to KZ195800: 307.68714317071283\n", - "12:34:12\tCompleted 3176 to KZ355200: 2502.382021830731\n", - "12:34:12\tCompleted 3224 to KZ195200: 1696.0026842184493\n", - "12:34:12\tCompleted 3242 to KZ394400: 2935.36943201772\n", - "12:34:12\tCompleted 3219 to KZ391600: 2289.33036533112412:34:12\tCompleted 3240 to KZ751810: 1175.0871789242908\n", - "\n", - "12:34:12\tCompleted 3181 to KZ234800: 4441.021750913903\n", - "12:34:12\tCompleted 3187 to KZ235600: 1234.693534893717\n", - "12:34:12\tCompleted 3234 to KZ633400: 801.3356522904412\n", - "12:34:12\tCompleted 3193 to KZ751910: 3964.572480988036\n", - "12:34:12\tCompleted 3239 to KZ111010: 3090.582332799209\n", - "12:34:12\tCompleted 3263 to KZ276600: 3931.5743886849878\n", - "12:34:13\tCompleted 3273 to KZ352300: 1818.349814252237\n", - "12:34:13\tCompleted 3243 to KZ556000: 1844.1389328739278\n", - "12:34:13\tCompleted 3228 to KZ475200: 4466.160149245204\n", - "12:34:13\tCompleted 3188 to KZ352200: 794.6334932609342\n", - "12:34:13\tCompleted 3227 to KZ396600: 2491.181841919906712:34:13\tCompleted 3251 to KZ111010: 1541.675705557788\n", - "\n", - "12:34:13\tCompleted 3253 to KZ196000: 731.2922607196793\n", - "12:34:13\tCompleted 3204 to KZ395400: 1285.0814666792016\n", - "12:34:14\tCompleted 3260 to KZ632400: 1568.4755400420097\n", - "12:34:14\tCompleted 3233 to KZ153400: 1384.4166932697804\n", - "12:34:14\tCompleted 3212 to KZ271000: 1785.2763594866383\n", - "12:34:14\tCompleted 3199 to KZ614600: 2797.689987742857\n", - "12:34:14\tCompleted 3218 to KZ751410: 3437.2880406796544\n", - "12:34:14\tCompleted 3269 to KZ612600: 2760.780222596717\n", - "12:34:14\tCompleted 3254 to KZ636800: 4596.315561955944\n", - "12:34:14\tCompleted 3220 to KZ394000: 1620.6486024962858\n", - "12:34:14\tCompleted 3197 to KZ475200: 1908.8788086575148\n", - "12:34:14\tCompleted 3267 to KZ394000: 2229.9033172009563\n", - "12:34:14\tCompleted 3240 to KZ751910: 1196.2280952746992\n", - "12:34:14\tCompleted 3188 to KZ352300: 23.970562748477146\n", - "12:34:14\tCompleted 3255 to KZ391000: 2545.2271196164197\n", - "12:34:14\tCompleted 3265 to KZ156000: 2983.661037214165\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:34:14\tCompleted 3226 to KZ351000: 1389.860092489144\n", - "12:34:14\tCompleted 3262 to KZ596600: 2284.8380871107524\n", - "12:34:15\tCompleted 3253 to KZ191000: 422.9031078266344\n", - "12:34:15\tCompleted 3246 to KZ234000: 3100.872472396839\n", - "12:34:15\tCompleted 3209 to KZ314200: 2818.5761598109566\n", - "12:34:15\tCompleted 3234 to KZ633600: 1315.2534144252988\n", - "12:34:15\tCompleted 3236 to KZ434000: 1999.8290411114774\n", - "12:34:15\tCompleted 3271 to KZ154200: 3393.186931111792\n", - "12:34:15\tCompleted 3247 to KZ354800: 1557.3203324126243\n", - "12:34:15\tCompleted 3274 to KZ473600: 3679.6095126187074\n", - "12:34:15\tCompleted 3208 to KZ751110: 3762.6927738740505\n", - "12:34:15\tCompleted 3273 to KZ352800: 1355.2398511552503\n", - "12:34:15\tCompleted 3256 to KZ596000: 1994.9525336742504\n", - "12:34:15\tCompleted 3235 to KZ391600: 2565.7690097788927\n", - "12:34:15\tCompleted 3229 to KZ615600: 1859.6182358810772\n", - 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"12:34:54\tCompleted 3265 to KZ193400: 889.7391018286003\n", - "12:34:54\tCompleted 3249 to KZ791310: 3088.7016136180437\n", - "12:34:54\tCompleted 3274 to KZ593200: 1981.0181961977185\n", - "12:34:54\tCompleted 3263 to KZ271000: 3955.269975594504\n", - "12:34:54\tCompleted 3221 to KZ613900: 1121.0355123437628\n", - "12:34:54\tCompleted 3208 to KZ234000: 719.9887680285171\n", - "12:34:54\tCompleted 3259 to KZ196600: 318.89507900003866\n", - "12:34:55\tCompleted 3247 to KZ393200: 2522.234826559015\n", - "12:34:55\tCompleted 3234 to KZ314800: 512.6522462331918\n", - "12:34:55\tCompleted 3288 to KZ614600: 1118.775705411412\n", - "12:34:55\tCompleted 3223 to KZ116000: 1390.738230854199\n", - "12:34:55\tCompleted 3281 to KZ352100: 1223.6462988507974\n", - "12:34:55\tCompleted 3241 to KZ634400: 2533.1400358665583\n", - "12:34:55\tCompleted 3209 to KZ354800: 3583.3991395668277\n", - "12:34:55\tCompleted 3267 to KZ392000: 2128.0935475095207\n", - "12:34:55\tCompleted 3271 to KZ155600: 3278.489441817373\n", - 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"\n", - "12:35:34\tCompleted 3249 to KZ614800: 3248.9871107275935\n", - "12:35:34\tCompleted 3221 to KZ275400: 2822.0805122228435\n", - "12:35:34\tCompleted 3258 to KZ111810: 1770.6453337656071\n", - "12:35:34\tCompleted 3264 to KZ117000: 1638.015598110776\n", - "12:35:34\tCompleted 3271 to KZ751410: 69.17210111220207\n", - "12:35:34\tCompleted 3223 to KZ154200: 1616.2953890980755\n", - "12:35:34\tCompleted 3293 to KZ153600: 2097.9612331662975\n", - "12:35:34\tCompleted 3294 to KZ235200: 3791.12132059799112:35:34\tCompleted 3214 to KZ751210: 1935.922821182437\n", - "\n", - "12:35:34\tCompleted 3272 to KZ311000: 922.2541575197415\n", - "12:35:35\tCompleted 3277 to KZ154600: 3255.2854288261074\n", - "12:35:35\tCompleted 3215 to KZ316000: 1055.8935282773114\n", - "12:35:35\tCompleted 3259 to KZ234600: 4727.484788543204\n", - "12:35:35\tCompleted 3241 to KZ352000: 1057.6757064656754\n", - "12:35:35\tCompleted 3228 to KZ551600: 1499.9808453857152\n", - "12:35:35\tCompleted 3295 to KZ356400: 1076.1639536902208\n", - "12:35:35\tCompleted 3262 to KZ555600: 1963.876255011560312:35:35\tCompleted 3271 to KZ751710: 101.2081707723456\n", - "\n", - "12:35:35\tCompleted 3255 to KZ433600: 1890.3878594293242\n", - "12:35:35\tCompleted 3233 to KZ195000: 2070.1377516227203\n", - "12:35:35\tCompleted 3274 to KZ591000: 2011.7228203080008\n", - "12:35:35\tCompleted 3306 to KZ116400: 1862.4047074650082\n", - "12:35:36\tCompleted 3298 to KZ614400: 1234.0228356866994\n", - "12:35:36\tCompleted 3270 to KZ116000: 1755.7839257800554\n", - "12:35:36\tCompleted 3275 to KZ613800: 3202.175288217344\n", - "12:35:36\tCompleted 3224 to KZ751410: 1699.0134490597168\n", - "12:35:36\tCompleted 3254 to KZ311000: 3189.6046887316447\n", - "12:35:36\tCompleted 3265 to KZ231000: 3929.9298790917255\n", - "12:35:36\tCompleted 3253 to KZ233600: 3934.1372298679726\n", - "12:35:36\tCompleted 3258 to KZ116600: 1284.008812779464\n", - "12:35:36\tCompleted 3273 to KZ391000: 2505.3420907261943\n", - "12:35:36\tCompleted 3260 to KZ352400: 1652.6110355839098\n", - "12:35:36\tCompleted 3268 to KZ553600: 1712.9257190960159\n", - "12:35:36\tCompleted 3219 to KZ394200: 2879.7100540302326\n", - "12:35:36\tCompleted 3272 to KZ315000: 1039.4629737533753\n", - "12:35:36\tCompleted 3281 to KZ396400: 2054.562215585297\n", - "12:35:36\tCompleted 3220 to KZ474200: 2301.8935933643165\n", - "12:35:36\tCompleted 3256 to KZ554200: 2318.81087830427\n", - "12:35:36\tCompleted 3223 to KZ156000: 1189.5446214662838\n", - "12:35:36\tCompleted 3271 to KZ751810: 64.9195143201861\n", - "12:35:37\tCompleted 3234 to KZ355600: 1674.6327348716727\n", - "12:35:37\tCompleted 3226 to KZ396800: 2775.1090923528327\n", - "12:35:37\tCompleted 3245 to KZ196400: 1649.8835310721145\n", - "12:35:37\tCompleted 3218 to KZ635400: 4712.416748379865\n", - "12:35:37\tCompleted 3266 to KZ632800: 2470.4816979967677\n", - "12:35:37\tCompleted 3298 to KZ614600: 1023.6744631552642\n", - "12:35:37\tCompleted 3287 to KZ593200: 1970.9493627758443\n", - "12:35:37\tCompleted 3267 to KZ394400: 2163.811427987842\n", - "12:35:37\tCompleted 3213 to KZ111810: 2028.74743472438\n", - "12:35:37\tCompleted 3261 to KZ394400: 3060.5127377701588\n", - "12:35:37\tCompleted 3275 to KZ273200: 1413.3853654165464\n", - "12:35:37\tCompleted 3296 to KZ474600: 2628.0526362445953\n", - "12:35:37\tCompleted 3251 to KZ154800: 2635.883389457906\n", - "12:35:38\tCompleted 3295 to KZ352400: 1409.3063096800267\n", - "12:35:38\tCompleted 3249 to KZ615400: 3245.392735809064\n", - "12:35:38\tCompleted 3240 to KZ633600: 2161.9608508806764\n", - "12:35:38\tCompleted 3236 to KZ591000: 2345.916453446767\n", - "12:35:38\tCompleted 3271 to KZ751910: 47.04452978051953\n", - "12:35:38\tCompleted 3288 to KZ275400: 4674.378717768338\n", - "12:35:38\tCompleted 3272 to KZ314200: 923.6683710821145\n", - "12:35:38\tCompleted 3264 to KZ114400: 1764.255438219375\n", - "12:35:38\tCompleted 3247 to KZ395000: 2808.8679816526133\n", - "12:35:38\tCompleted 3253 to KZ633200: 1326.5704142669954\n", - "12:35:38\tCompleted 3256 to KZ791110: 1215.3276423047912\n", - "12:35:38\tCompleted 3234 to KZ352100: 766.3960492749544\n", - "12:35:38\tCompleted 3293 to KZ154000: 1849.5378059913348\n", - "12:35:38\tCompleted 3228 to KZ553200: 1792.1771510688711\n", - "12:35:38\tCompleted 3239 to KZ194000: 4017.994214252829\n", - "12:35:38\tCompleted 3255 to KZ434000: 1654.44510983978\n", - "12:35:39\tCompleted 3245 to KZ196800: 1118.041928830934\n", - "12:35:39\tCompleted 3279 to KZ634800: 2926.604318859916\n", - "12:35:39\tCompleted 3227 to KZ475200: 4440.844463685384\n", - "12:35:39\tCompleted 3262 to KZ551000: 1875.0116856653067\n", - "12:35:39\tCompleted 3215 to KZ316600: 1703.8843923613622\n", - "12:35:39\tCompleted 3237 to KZ275400: 3170.174217599395\n", - "12:35:39\tCompleted 3221 to KZ273600: 1990.0397712053905\n", - "12:35:39\tCompleted 3271 to KZ751510: 47.60580582120135\n", - "12:35:39\tCompleted 3306 to KZ116800: 1659.8376258882236\n", - "12:35:39\tCompleted 3229 to KZ271000: 4171.598868692449\n", - "12:35:39\tCompleted 3223 to KZ154600: 1487.6820522114156\n", - "12:35:39\tCompleted 3213 to KZ116600: 1070.4704529903509\n", - "12:35:39\tCompleted 3243 to KZ275400: 4894.79141621209\n", - "12:35:39\tCompleted 3267 to KZ433200: 1296.9289266111548\n", - "12:35:39\tCompleted 3248 to KZ474600: 3808.1183096708496\n", - "12:35:40\tCompleted 3275 to KZ274400: 1689.6665206185805\n", - "12:35:40\tCompleted 3242 to KZ471800: 4043.0965957863245\n", - "12:35:40\tCompleted 3258 to KZ115600: 1934.717681969162\n", - "12:35:40\tCompleted 3256 to KZ791310: 1171.7874104241826\n", - "12:35:40\tCompleted 3224 to KZ751710: 1740.0014808286196\n", - "12:35:40\tCompleted 3270 to KZ116400: 1878.1852735395746\n", - "12:35:40\tCompleted 3277 to KZ154800: 3090.2927398385073\n", - "12:35:40\tCompleted 3233 to KZ194400: 1887.9226781637467\n", - "12:35:40\tCompleted 3298 to KZ614800: 1505.2952685263708\n", - "12:35:40\tCompleted 3268 to KZ552200: 1837.8538367644944\n", - "12:35:40\tCompleted 3241 to KZ354800: 2056.609668524275\n", - "12:35:40\tCompleted 3272 to KZ353200: 1505.5884315937371\n", - "12:35:40\tCompleted 3246 to KZ635400: 2872.066429513902\n", - "12:35:40\tCompleted 3254 to KZ315000: 3602.27656287086\n", - "12:35:40\tCompleted 3260 to KZ356000: 2290.8917980077504\n", - "12:35:40\tCompleted 3245 to KZ191600: 1143.8399048910228\n", - "12:35:41\tCompleted 3274 to KZ595600: 2245.610406829919\n", - "12:35:41\tCompleted 3235 to KZ394200: 3156.1486984780013\n", - "12:35:41\tCompleted 3234 to KZ352200: 1483.1892718597908\n", - "12:35:41\tCompleted 3267 to KZ431900: 777.885093715936\n", - "12:35:41\tCompleted 3215 to KZ316200: 1206.6136603528228\n", - "12:35:41\tCompleted 3249 to KZ615200: 3060.9763045135173\n", - "12:35:41\tCompleted 3220 to KZ474600: 1979.069032546246\n", - "12:35:41\tCompleted 3214 to KZ751110: 1943.6801804953177\n", - "12:35:41\tCompleted 3219 to KZ394400: 2960.9711489483084\n", - "12:35:41\tCompleted 3253 to KZ634800: 1811.0170056772897\n", - "12:35:41\tCompleted 3294 to KZ235600: 3886.159086618396\n", - "12:35:41\tCompleted 3228 to KZ553600: 1634.3795940579985\n", - "12:35:42\tCompleted 3223 to KZ154800: 1322.6893632238143\n", - "12:35:42\tCompleted 3273 to KZ395400: 2548.705985651507\n", - "12:35:42\tCompleted 3256 to KZ791510: 1148.9069108525296\n", - "12:35:42\tCompleted 3287 to KZ595800: 2074.8689728162217\n", - "12:35:42\tCompleted 3295 to KZ356000: 2047.5870721038839\n", - "12:35:42\tCompleted 3264 to KZ114600: 1872.6545306068049\n", - "12:35:42\tCompleted 3281 to KZ394000: 2163.022494674603\n", - "12:35:42\tCompleted 3226 to KZ394800: 2953.7636610508935\n", - "12:35:42\tCompleted 3275 to KZ275400: 2050.7127804348365\n", - "12:35:42\tCompleted 3245 to KZ195200: 1081.6049280257494\n", - "12:35:42\tCompleted 3236 to KZ595600: 2579.804039968687\n", - "12:35:42\tCompleted 3262 to KZ556000: 1916.3081939961198\n", - "12:35:42\tCompleted 3261 to KZ433200: 2601.2129760000958\n", - "12:35:42\tCompleted 3306 to KZ111810: 1681.7017189113524\n", - "12:35:43\tCompleted 3272 to KZ353600: 1441.8182098770703\n", - "12:35:43\tCompleted 3298 to KZ615400: 1246.4590356169226\n", - "12:35:43\tCompleted 3241 to KZ355200: 1453.2483138221996\n", - "12:35:43\tCompleted 3247 to KZ395200: 2340.83249657777812:35:43\tCompleted 3267 to KZ434600: 811.5496641423164\n", - "\n", - "12:35:43\tCompleted 3253 to KZ633400: 1105.3203650296687\n", - "12:35:43\tCompleted 3259 to KZ234800: 3861.1861643787647\n", - "12:35:43\tCompleted 3265 to KZ234000: 4138.5403564594135\n", - "12:35:43\tCompleted 3256 to KZ791710: 1147.130730535497\n", - "12:35:43\tCompleted 3215 to KZ311000: 1067.1849207237071\n", - "12:35:43\tCompleted 3270 to KZ116800: 1665.7864198475488\n", - "12:35:43\tCompleted 3218 to KZ635000: 4239.749958468191\n", - "12:35:44\tCompleted 3224 to KZ751810: 1686.2453249055686\n", - "12:35:44\tCompleted 3213 to KZ115600: 1846.5925810821705\n", - "12:35:44\tCompleted 3306 to KZ116600: 312.36994450649723\n", - "12:35:44\tCompleted 3258 to KZ115200: 2128.1997964554203\n", - "12:35:44\tCompleted 3221 to KZ276600: 2071.865017904366\n", - "12:35:44\tCompleted 3293 to KZ154200: 2152.173844960654\n", - "12:35:44\tCompleted 3288 to KZ273600: 3842.3379767508336\n", - "12:35:44\tCompleted 3279 to KZ633400: 2194.382264189238\n", - "12:35:44\tCompleted 3242 to KZ593200: 1945.0735742179413\n", - "12:35:44\tCompleted 3268 to KZ554600: 1975.442568942358\n", - "12:35:44\tCompleted 3240 to KZ633800: 2389.4285737723753\n", - "12:35:44\tCompleted 3251 to KZ155200: 3062.8220523596588\n", - "12:35:44\tCompleted 3260 to KZ354400: 2083.375919830614\n", - "12:35:44\tCompleted 3272 to KZ351600: 1016.608357900619212:35:44\tCompleted 3275 to KZ273600: 1692.708255274505\n", - "\n", - "12:35:44\tCompleted 3298 to KZ615200: 983.8756821186428\n", - "12:35:44\tCompleted 3274 to KZ596000: 1888.4254227768329\n", - "12:35:44\tCompleted 3266 to KZ636800: 2632.613544237569\n", - "12:35:44\tCompleted 3296 to KZ475000: 2998.3816629943726\n", - "12:35:44\tCompleted 3254 to KZ314200: 3195.079919666979\n", - "12:35:45\tCompleted 3239 to KZ196400: 4451.14832092845\n", - "12:35:45\tCompleted 3267 to KZ434400: 1154.4990631040519\n", - 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"12:35:46\tCompleted 3236 to KZ596000: 2222.619055915607\n", - "12:35:46\tCompleted 3249 to KZ616400: 3762.5978567089314\n", - "12:35:46\tCompleted 3277 to KZ155200: 3517.23140274026\n", - "12:35:46\tCompleted 3241 to KZ355600: 1698.3786359516196\n", - "12:35:46\tCompleted 3246 to KZ635000: 2346.793002181482\n", - "12:35:46\tCompleted 3267 to KZ431000: 496.1904807414079\n", - "12:35:46\tCompleted 3215 to KZ315000: 1479.856794862928\n", - "12:35:46\tCompleted 3248 to KZ475000: 4178.447336420628\n", - "12:35:47\tCompleted 3264 to KZ114800: 2230.8900599601157\n", - "12:35:47\tCompleted 3235 to KZ394400: 3313.0934735738942\n", - "12:35:47\tCompleted 3272 to KZ354000: 1525.407875862123\n", - "12:35:47\tCompleted 3275 to KZ276600: 1918.2476108663664\n", - "12:35:47\tCompleted 3213 to KZ115200: 1452.0933869821329\n", - "12:35:47\tCompleted 3270 to KZ111810: 1687.650512870677612:35:47\tCompleted 3261 to KZ431900: 2082.169143104892\n", - "\n", - "12:35:47\tCompleted 3226 to KZ395000: 2881.7390707418467\n", - "12:35:47\tCompleted 3214 to KZ751310: 1936.8517533705715\n", - "12:35:47\tCompleted 3273 to KZ392000: 2665.629680731731\n", - "12:35:47\tCompleted 3220 to KZ475000: 2349.398059296032\n", - "12:35:47\tCompleted 3256 to KZ613600: 1257.6187135726989\n", - "12:35:47\tCompleted 3306 to KZ115600: 1845.7740671149072\n", - "12:35:48\tCompleted 3247 to KZ391000: 2536.538761086738\n", - "12:35:48\tCompleted 3267 to KZ435200: 394.49635068047735\n", - "12:35:48\tCompleted 3268 to KZ555600: 1845.6970473570132\n", - "12:35:48\tCompleted 3234 to KZ352800: 1510.3116945567576\n", - "12:35:48\tCompleted 3293 to KZ156000: 1725.4230773288643\n", - "12:35:48\tCompleted 3281 to KZ396800: 2177.6245693486403\n", - "12:35:48\tCompleted 3245 to KZ194400: 1351.0199581074605\n", - "12:35:48\tCompleted 3258 to KZ115400: 2348.772568321071\n", - "12:35:48\tCompleted 3260 to KZ351800: 2104.4106344736356\n", - "12:35:48\tCompleted 3219 to KZ433200: 2827.1285793008306\n", - "12:35:48\tCompleted 3215 to KZ314200: 1072.6601516590417\n", - "12:35:48\tCompleted 3228 to KZ554600: 1831.475263412962\n", - "12:35:48\tCompleted 3223 to KZ156400: 1328.9180257647515\n", - "12:35:48\tCompleted 3224 to KZ751910: 1707.386241255977\n", - "12:35:48\tCompleted 3294 to KZ233600: 3768.7756844743403\n", - "12:35:49\tCompleted 3295 to KZ351800: 1861.105908569759512:35:49\tCompleted 3241 to KZ352100: 1343.155966842676\n", - "\n", - "12:35:49\tCompleted 3253 to KZ633800: 1551.7376812367604\n", - "12:35:49\tCompleted 3221 to KZ275000: 1937.5626750067313\n", - "12:35:49\tCompleted 3275 to KZ275000: 1462.9173608424871\n", - "12:35:49\tCompleted 3267 to KZ434800: 425.82261159681264\n", - "12:35:49\tCompleted 3242 to KZ595800: 2048.9931842583183\n", - "12:35:49\tCompleted 3298 to KZ616400: 1956.4682330146948\n", - "12:35:49\tCompleted 3270 to KZ116600: 1201.2160249515966\n", - "12:35:49\tCompleted 3274 to KZ596200: 2275.424872448004\n", - "12:35:49\tCompleted 3218 to KZ632200: 3589.4302772344868\n", - "12:35:49\tCompleted 3254 to KZ353200: 3565.8348796753103\n", - "12:35:49\tCompleted 3272 to KZ351000: 1457.0394447617798\n", - "12:35:49\tCompleted 3256 to KZ614000: 1204.4786666583768\n", - "12:35:50\tCompleted 3213 to KZ115400: 1434.9526235062299\n", - "12:35:50\tCompleted 3234 to KZ356400: 1163.0949264633546\n", - "12:35:50\tCompleted 3239 to KZ196800: 3919.30671868726\n", - "12:35:50\tCompleted 3279 to KZ633600: 2347.459858940873\n", - "12:35:50\tCompleted 3227 to KZ593200: 2029.6835740086276\n", - "12:35:50\tCompleted 3259 to KZ235200: 3908.8260117421323\n", - "12:35:50\tCompleted 3287 to KZ594200: 2064.1139845275925\n", - "12:35:50\tCompleted 3267 to KZ433600: 686.492791945948412:35:50\tCompleted 3264 to KZ111010: 1768.2421843901689\n", - "\n", - "12:35:50\tCompleted 3251 to KZ156400: 2642.112051998883\n", - "12:35:50\tCompleted 3249 to KZ615600: 3373.038290933047\n", - "12:35:50\tCompleted 3236 to KZ596200: 2609.618505586782\n", - "12:35:50\tCompleted 3262 to KZ554800: 2132.55912142915612:35:50\tCompleted 3245 to KZ194600: 1361.536924111967\n", - "\n", - "12:35:50\tCompleted 3265 to KZ234200: 4589.486062980351\n", - "12:35:50\tCompleted 3294 to KZ633200: 1256.0762266227568\n", - "12:35:51\tCompleted 3288 to KZ276600: 3924.1632234498197\n", - "12:35:51\tCompleted 3233 to KZ194800: 2166.555296222256412:35:51\tCompleted 3240 to KZ634000: 2627.870544971237\n", - "\n", - "12:35:51\tCompleted 3275 to KZ274800: 1818.096737739277\n", - "12:35:51\tCompleted 3228 to KZ555600: 1546.716188816004\n", - "12:35:51\tCompleted 3223 to KZ155600: 1501.597899803683\n", - "12:35:51\tCompleted 3268 to KZ551000: 1756.8324780107596\n", - "12:35:51\tCompleted 3306 to KZ115200: 1696.841986893092312:35:51\tCompleted 3253 to KZ634000: 1548.8224238022974\n", - "\n", - "12:35:51\tCompleted 3215 to KZ353200: 1551.0548630142164\n", - "12:35:51\tCompleted 3261 to KZ434600: 2115.83371353127\n", - "12:35:51\tCompleted 3241 to KZ352200: 1485.559939374817\n", - "12:35:51\tCompleted 3277 to KZ156400: 3096.5214023794933\n", - "12:35:51\tCompleted 3255 to KZ473600: 3668.4192144857984\n", - 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"12:36:12\tCompleted 3224 to KZ234200: 2832.612287919672312:36:12\tCompleted 3228 to KZ791110: 1390.379580251596\n", - "\n", - "12:36:12\tCompleted 3265 to KZ235200: 3885.9975846173875\n", - "12:36:12\tCompleted 3277 to KZ191600: 71.03307342604057\n", - "12:36:12\tCompleted 3227 to KZ595000: 2058.173732024842\n", - "12:36:12\tCompleted 3249 to KZ275400: 2164.1454751839506\n", - "12:36:12\tCompleted 3240 to KZ632200: 2079.540323864556712:36:12\tCompleted 3214 to KZ751510: 1951.1654618695563\n", - "\n", - "12:36:12\tCompleted 3258 to KZ153600: 3395.4418337387656\n", - "12:36:12\tCompleted 3237 to KZ275800: 2290.7441157550893\n", - "12:36:12\tCompleted 3267 to KZ474200: 2911.148308068956\n", - "12:36:12\tCompleted 3266 to KZ631000: 2516.62723469432\n", - "12:36:12\tCompleted 3256 to KZ615600: 1715.6888377197422\n", - "12:36:12\tCompleted 3287 to KZ591000: 2001.653986886126612:36:12\tCompleted 3261 to KZ434000: 1754.83409174536\n", - "\n", - "12:36:12\tCompleted 3272 to KZ352800: 1526.4869628776703\n", - 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"\n", - "12:36:23\tCompleted 3214 to KZ234000: 2133.301574347506\n", - "12:36:23\tCompleted 3245 to KZ751410: 1084.6156928670168\n", - "12:36:23\tCompleted 3296 to KZ596600: 1945.8272605442746\n", - "12:36:23\tCompleted 3215 to KZ355200: 1414.6650530591419\n", - "12:36:23\tCompleted 3277 to KZ191000: 325.90478731922235\n", - "12:36:23\tCompleted 3294 to KZ632800: 1530.416628441296\n", - "12:36:23\tCompleted 3219 to KZ434000: 1980.7496950461145\n", - "12:36:23\tCompleted 3254 to KZ355200: 3330.8791425644267\n", - "12:36:23\tCompleted 3246 to KZ635800: 2460.1483293505603\n", - "12:36:23\tCompleted 3253 to KZ634600: 1682.88175826265\n", - "12:36:23\tCompleted 3220 to KZ596600: 1686.6688807683486\n", - "12:36:24\tCompleted 3221 to KZ274000: 2749.21878853342\n", - "12:36:24\tCompleted 3241 to KZ396400: 1938.4655418824727\n", - "12:36:24\tCompleted 3233 to KZ192600: 1974.5580938691849\n", - "12:36:24\tCompleted 3234 to KZ393600: 2626.6742227049626\n", - "12:36:24\tCompleted 3279 to KZ632200: 2265.0393319247646\n", - 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"text": [ - "12:36:33\tCompleted 3274 to KZ554600: 2025.102414635127\n", - "12:36:33\tCompleted 3227 to KZ596000: 1937.090800587742\n", - "12:36:33\tCompleted 3264 to KZ153200: 3123.062531919103\n", - "12:36:33\tCompleted 3277 to KZ751710: 91.92000537332531\n", - "12:36:34\tCompleted 3276 to KZ114400: 1738.5580248444978\n", - "12:36:34\tCompleted 3253 to KZ315600: 1002.3174535320686\n", - "12:36:34\tCompleted 3255 to KZ595800: 2070.0023292399333\n", - "12:36:34\tCompleted 3272 to KZ393200: 2662.28526792088\n", - "12:36:34\tCompleted 3294 to KZ636400: 1129.81275746666\n", - "12:36:34\tCompleted 3261 to KZ474200: 4215.432357457897\n", - "12:36:34\tCompleted 3246 to KZ636400: 2078.64539824033\n", - "12:36:34\tCompleted 3230 to KZ111010: 1908.10893371317712:36:34\tCompleted 3270 to KZ154000: 3064.225618735876\n", - "\n", - "12:36:34\tCompleted 3241 to KZ396800: 2061.527895645818712:36:34\tCompleted 3220 to KZ593600: 2226.9948363505755\n", - "\n", - "12:36:34\tCompleted 3287 to KZ594600: 2244.629870153396\n", - 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"\n", - "12:37:05\tCompleted 3224 to KZ633400: 2370.3817987400766\n", - "12:37:05\tCompleted 3290 to KZ114000: 1718.6309073857792\n", - "12:37:05\tCompleted 3261 to KZ593200: 2070.216879970389\n", - "12:37:05\tCompleted 3294 to KZ353600: 1271.8028261621378\n", - "12:37:05\tCompleted 3258 to KZ193200: 724.0928655002792\n", - "12:37:05\tCompleted 3254 to KZ351800: 2780.556174705511\n", - "12:37:05\tCompleted 3228 to KZ613800: 1615.4252511425684\n", - "12:37:06\tCompleted 3293 to KZ196000: 1829.5972362812156\n", - "12:37:06\tCompleted 3240 to KZ631000: 2494.2452541312973\n", - "12:37:06\tCompleted 3255 to KZ591000: 1996.7873433098384\n", - "12:37:06\tCompleted 3264 to KZ156000: 2932.341479413466\n", - "12:37:06\tCompleted 3259 to KZ316200: 1246.5407975159383\n", - "12:37:06\tCompleted 3246 to KZ314200: 220.30003589375028\n", - "12:37:06\tCompleted 3270 to KZ155200: 3500.194294732686\n", - "12:37:06\tCompleted 3279 to KZ636200: 2558.4801061735516\n", - "12:37:06\tCompleted 3307 to KZ634800: 1742.4750044550085\n", - 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"12:37:07\tCompleted 3306 to KZ194000: 1347.6482197824512\n", - "12:37:07\tCompleted 3259 to KZ311000: 851.955167646517812:37:07\tCompleted 3265 to KZ636200: 1372.40751161667\n", - "\n", - "12:37:07\tCompleted 3222 to KZ114400: 2623.643783160311\n", - "12:37:07\tCompleted 3241 to KZ395600: 2018.4195491879977\n", - "12:37:07\tCompleted 3248 to KZ594600: 2243.3861667803203\n", - "12:37:07\tCompleted 3236 to KZ611600: 1631.6577880519924\n", - "12:37:08\tCompleted 3256 to KZ274800: 4405.176452107381\n", - "12:37:08\tCompleted 3253 to KZ355600: 1668.165867568854\n", - "12:37:08\tCompleted 3250 to KZ117000: 3326.7884473527956\n", - "12:37:08\tCompleted 3307 to KZ633400: 1036.7783638073874\n", - "12:37:08\tCompleted 3246 to KZ353200: 1373.8576149715839\n", - "12:37:08\tCompleted 3274 to KZ791710: 1040.6036196380799\n", - "12:37:08\tCompleted 3223 to KZ195800: 2171.960413168144\n", - "12:37:08\tCompleted 3218 to KZ314800: 3274.688917530803\n", - "12:37:08\tCompleted 3258 to KZ193600: 486.41309787369136\n", - 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"\n", - "12:37:42\tCompleted 3270 to KZ195600: 613.4596299910922\n", - "12:37:42\tCompleted 3274 to KZ615800: 993.3370717200174\n", - "12:37:42\tCompleted 3302 to KZ113600: 3138.530067369629\n", - "12:37:42\tCompleted 3238 to KZ116000: 2085.3594824787297\n", - "12:37:42\tCompleted 3277 to KZ633600: 1522.2398066571145\n", - "12:37:42\tCompleted 3236 to KZ615600: 1943.355359961113\n", - "12:37:42\tCompleted 3246 to KZ356000: 1381.3454091321987\n", - "12:37:43\tCompleted 3290 to KZ115600: 1836.2598535286922\n", - "12:37:43\tCompleted 3306 to KZ196000: 1838.0195670631902\n", - "12:37:43\tCompleted 3239 to KZ751710: 3926.868514492246\n", - "12:37:43\tCompleted 3240 to KZ353600: 1706.8963470845456\n", - "12:37:43\tCompleted 3223 to KZ751210: 1717.9021791550613\n", - "12:37:43\tCompleted 3259 to KZ352300: 1919.2979361014332\n", - "12:37:43\tCompleted 3234 to KZ396600: 2542.7678016221103\n", - "12:37:43\tCompleted 3261 to KZ591000: 2100.921504080668\n", - "12:37:43\tCompleted 3281 to KZ474200: 2844.2674855426\n", - 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] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:38:10\tCompleted 3250 to KZ154000: 1746.7361162899526\n", - "12:38:10\tCompleted 3295 to KZ434000: 1678.9557727126712\n", - "12:38:10\tCompleted 3248 to KZ556400: 1904.8693176058412\n", - "12:38:10\tCompleted 3306 to KZ751910: 1223.9072804492173\n", - "12:38:10\tCompleted 3271 to KZ354800: 1587.0184830423757\n", - "12:38:10\tCompleted 3234 to KZ434600: 2192.32249123519\n", - "12:38:10\tCompleted 3222 to KZ155200: 911.9752804982625\n", - "12:38:10\tCompleted 3218 to KZ351000: 2982.570498465961\n", - "12:38:10\tCompleted 3246 to KZ396400: 2322.1597085013045\n", - "12:38:10\tCompleted 3242 to KZ614600: 1120.9649702318522\n", - "12:38:10\tCompleted 3239 to KZ234800: 1074.091832874075\n", - "12:38:10\tCompleted 3257 to KZ113800: 1728.4403570476454\n", - "12:38:10\tCompleted 3244 to KZ151000: 1623.4961487581393\n", - "12:38:10\tCompleted 3307 to KZ316600: 648.6192247575875\n", - "12:38:11\tCompleted 3240 to KZ352400: 1242.920194008807112:38:11\tCompleted 3233 to KZ634800: 3119.742021404002\n", - 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"12:38:32\tCompleted 3248 to KZ613900: 1380.5840245811098\n", - "12:38:32\tCompleted 3227 to KZ616000: 1214.495790250369512:38:32\tCompleted 3229 to KZ113200: 1736.7185915417922\n", - "\n", - "12:38:32\tCompleted 3226 to KZ596600: 2224.3155890876124\n", - "12:38:32\tCompleted 3242 to KZ612600: 1277.37291388702\n", - "12:38:33\tCompleted 3230 to KZ195600: 555.2618977646547\n", - "12:38:33\tCompleted 3250 to KZ193200: 4706.786389976951\n", - "12:38:33\tCompleted 3253 to KZ395200: 2458.2408023159146\n", - "12:38:33\tCompleted 3271 to KZ352400: 1402.0602600419506\n", - "12:38:33\tCompleted 3255 to KZ554200: 2176.6434454015025\n", - "12:38:33\tCompleted 3296 to KZ791310: 239.39494114817788\n", - "12:38:33\tCompleted 3277 to KZ316600: 713.7914901245293\n", - "12:38:33\tCompleted 3254 to KZ471000: 121.93560597396667\n", - "12:38:33\tCompleted 3239 to KZ633400: 4334.160472062741\n", - "12:38:33\tCompleted 3263 to KZ114000: 1788.6745222638756\n", - "12:38:33\tCompleted 3306 to KZ234200: 3316.332670140191\n", - 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"12:38:34\tCompleted 3247 to KZ591000: 1988.0989847801557\n", - "12:38:34\tCompleted 3265 to KZ393200: 2569.1578509229157\n", - "12:38:34\tCompleted 3259 to KZ394000: 3025.896997191832\n", - "12:38:34\tCompleted 3269 to KZ113400: 3461.802079867223\n", - "12:38:34\tCompleted 3219 to KZ553600: 1683.4491466320155\n", - "12:38:34\tCompleted 3248 to KZ612000: 1249.2954856095744\n", - "12:38:34\tCompleted 3242 to KZ616000: 987.1381425120438\n", - "12:38:34\tCompleted 3245 to KZ632200: 2179.5230799218502\n", - "12:38:35\tCompleted 3254 to KZ473600: 729.8972031258605\n", - "12:38:35\tCompleted 3272 to KZ434600: 2143.061635592626812:38:35\tCompleted 3261 to KZ553600: 1851.784248561456\n", - "\n", - "12:38:35\tCompleted 3234 to KZ434000: 1831.322869449287\n", - "12:38:35\tCompleted 3222 to KZ193600: 3545.44588186354\n", - "12:38:35\tCompleted 3229 to KZ113400: 1527.939520439621\n", - "12:38:35\tCompleted 3277 to KZ316200: 1197.199331258019\n", - "12:38:35\tCompleted 3230 to KZ196000: 362.6027572725985\n", - "12:38:35\tCompleted 3307 to KZ354800: 1538.6696035980974\n", - "12:38:35\tCompleted 3266 to KZ395400: 2102.935982522525\n", - "12:38:35\tCompleted 3255 to KZ791110: 1097.6102332744647\n", - "12:38:35\tCompleted 3296 to KZ791710: 221.0127777941576\n", - "12:38:36\tCompleted 3238 to KZ153600: 3642.0225695424897\n", - "12:38:36\tCompleted 3290 to KZ155200: 2271.759678322326\n", - "12:38:36\tCompleted 3254 to KZ474200: 374.3710039317676\n", - "12:38:36\tCompleted 3311 to KZ591000: 1858.1742266683798\n", - "12:38:36\tCompleted 3218 to KZ352100: 3327.8037218963595\n", - "12:38:36\tCompleted 3244 to KZ156800: 2080.2597634451063\n", - "12:38:36\tCompleted 3302 to KZ111810: 3383.495741753999\n", - "12:38:36\tCompleted 3236 to KZ274800: 4632.84297434875412:38:36\tCompleted 3251 to KZ632400: 1929.2540983987667\n", - "\n", - "12:38:36\tCompleted 3260 to KZ474200: 4382.858764329083\n", - "12:38:36\tCompleted 3267 to KZ554600: 2018.1146911861392\n", - "12:38:36\tCompleted 3263 to KZ117000: 1711.306865710479512:38:36\tCompleted 3233 to KZ634000: 2794.2170785395515\n", - "12:38:36\tCompleted 3230 to KZ191000: 65.536962780491\n", - "\n", - "12:38:36\tCompleted 3308 to KZ395800: 2209.7905814186656\n", - "12:38:36\tCompleted 3220 to KZ556400: 2353.4010626848703\n", - "12:38:36\tCompleted 3296 to KZ611600: 261.14887479827007\n", - "12:38:37\tCompleted 3277 to KZ311000: 802.6137013885983\n", - "12:38:37\tCompleted 3223 to KZ234600: 2910.5399456706114\n", - "12:38:37\tCompleted 3279 to KZ393400: 1592.3238030108384\n", - "12:38:37\tCompleted 3226 to KZ595000: 2058.7556077753266\n", - "12:38:37\tCompleted 3248 to KZ614400: 1307.1168240209129\n", - "12:38:37\tCompleted 3227 to KZ613800: 1590.1095655827492\n", - "12:38:37\tCompleted 3235 to KZ552200: 2052.109707885923\n", - "12:38:37\tCompleted 3242 to KZ613800: 1362.7519178444238\n", - "12:38:37\tCompleted 3295 to KZ474600: 3816.729477607129\n", - "12:38:37\tCompleted 3257 to KZ111010: 1791.2847682909053\n", - "12:38:37\tCompleted 3254 to KZ474600: 336.0297221812505\n", - "12:38:37\tCompleted 3255 to KZ791310: 1054.070001393856\n", - "12:38:38\tCompleted 3258 to KZ634800: 1779.7743649901704\n", - "12:38:38\tCompleted 3271 to KZ356000: 2040.3410224658076\n", - "12:38:38\tCompleted 3230 to KZ196200: 408.7757950434626\n", - "12:38:38\tCompleted 3219 to KZ552200: 1808.4597323211442\n", - "12:38:38\tCompleted 3296 to KZ613600: 224.38257558530302\n", - "12:38:38\tCompleted 3270 to KZ234800: 3794.807590113274\n", - "12:38:38\tCompleted 3294 to KZ394800: 2850.92762960860112:38:38\tCompleted 3253 to KZ391000: 2653.947066824872\n", - "\n", - "12:38:38\tCompleted 3277 to KZ315000: 919.8225176222321\n", - "12:38:39\tCompleted 3229 to KZ113600: 1803.2122494862579\n", - "12:38:39\tCompleted 3269 to KZ113600: 3140.3191980274614\n", - "12:38:39\tCompleted 3248 to KZ614600: 1096.7684514894775\n", - "12:38:39\tCompleted 3254 to KZ475000: 179.59876310476612:38:39\tCompleted 3264 to KZ234000: 4087.2207986587146\n", - "\n", - "12:38:39\tCompleted 3281 to KZ596600: 1839.2175490241966\n", - "12:38:39\tCompleted 3246 to KZ395200: 2019.4908138145518\n", - 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"12:38:42\tCompleted 3248 to KZ614800: 1578.389256860584\n", - "12:38:42\tCompleted 3223 to KZ234800: 2044.2413215061829\n", - "12:38:42\tCompleted 3229 to KZ113800: 1982.558274155158\n", - "12:38:42\tCompleted 3234 to KZ471000: 4264.271740118256\n", - "12:38:42\tCompleted 3269 to KZ113800: 2969.0719978576954\n", - "12:38:42\tCompleted 3260 to KZ474600: 4060.0342035109907\n", - "12:38:42\tCompleted 3267 to KZ555600: 2381.945554401621\n", - "12:38:42\tCompleted 3236 to KZ275800: 4102.425798337118\n", - "12:38:43\tCompleted 3247 to KZ596000: 1864.8015872489877\n", - "12:38:43\tCompleted 3276 to KZ193400: 874.1015247343963\n", - "12:38:43\tCompleted 3238 to KZ154000: 3393.599142367464\n", - "12:38:43\tCompleted 3273 to KZ596000: 1833.6049168884422\n", - "12:38:43\tCompleted 3244 to KZ193200: 4693.626844432849\n", - "12:38:43\tCompleted 3230 to KZ751210: 370.06516441291024\n", - "12:38:43\tCompleted 3296 to KZ614400: 458.28093788974024\n", - "12:38:43\tCompleted 3255 to KZ611600: 1286.2738567802949\n", - "12:38:43\tCompleted 3307 to KZ352100: 623.8701474194655\n", - "12:38:43\tCompleted 3281 to KZ595000: 1969.6331668821956\n", - "12:38:43\tCompleted 3302 to KZ115600: 3201.340888111793\n", - "12:38:43\tCompleted 3233 to KZ635400: 3302.452992111229412:38:43\tCompleted 3253 to KZ395400: 2697.3109617501846\n", - "\n", - "12:38:44\tCompleted 3279 to KZ393600: 1929.9730953672233\n", - "12:38:44\tCompleted 3295 to KZ475000: 4187.058504356907\n", - "12:38:44\tCompleted 3306 to KZ234600: 3431.5029685782456\n", - "12:38:44\tCompleted 3257 to KZ116400: 1872.6854250579222\n", - "12:38:44\tCompleted 3242 to KZ273200: 4064.250863145001\n", - "12:38:44\tCompleted 3246 to KZ391000: 2273.889010470882\n", - "12:38:44\tCompleted 3227 to KZ273200: 4291.608510883328\n", - "12:38:44\tCompleted 3277 to KZ353600: 1322.177753745927\n", - "12:38:44\tCompleted 3276 to KZ193600: 422.039081080785\n", - "12:38:44\tCompleted 3272 to KZ431000: 1827.7024521917217\n", - "12:38:44\tCompleted 3294 to KZ395000: 2778.903039299557\n", - 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"12:39:44\tCompleted 3246 to KZ434400: 1355.21573349373112:39:44\tCompleted 3267 to KZ616000: 347.7221558813408\n", - "\n", - "12:39:44\tCompleted 3254 to KZ711110: 3344.3853644513324\n", - "12:39:44\tCompleted 3244 to KZ194600: 4324.019751399827\n", - "12:39:44\tCompleted 3238 to KZ195000: 468.3163430647391\n", - "12:39:44\tCompleted 3237 to KZ114400: 1501.3011390783067\n", - "12:39:44\tCompleted 3220 to KZ273600: 1991.281445704327\n", - "12:39:44\tCompleted 3226 to KZ554600: 1816.7723196598774\n", - "12:39:44\tCompleted 3251 to KZ355600: 1308.651266887277\n", - "12:39:44\tCompleted 3242 to KZ276200: 3932.3551197655606\n", - "12:39:44\tCompleted 3241 to KZ596000: 1961.8172627498539\n", - "12:39:44\tCompleted 3258 to KZ314200: 869.7835947712639\n", - "12:39:44\tCompleted 3276 to KZ234600: 4627.169541847377\n", - "12:39:45\tCompleted 3270 to KZ631000: 1295.209346650077\n", - "12:39:45\tCompleted 3248 to KZ275000: 3767.8536266302176\n", - "12:39:45\tCompleted 3218 to KZ395000: 2245.382364519915\n", - 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"text": [ - "12:39:51\tCompleted 3237 to KZ114800: 1452.478889530105\n", - "12:39:52\tCompleted 3290 to KZ194200: 1254.684173436554\n", - "12:39:52\tCompleted 3270 to KZ313600: 1028.3573031505998\n", - "12:39:52\tCompleted 3238 to KZ196000: 603.3983170868478\n", - "12:39:52\tCompleted 3276 to KZ234800: 3760.870917682953\n", - "12:39:52\tCompleted 3245 to KZ315600: 1232.116787195814\n", - "12:39:52\tCompleted 3250 to KZ195800: 4495.962389120295\n", - "12:39:52\tCompleted 3307 to KZ394800: 2862.2418431471324\n", - "12:39:52\tCompleted 3277 to KZ396400: 2744.620681568094\n", - "12:39:52\tCompleted 3302 to KZ196400: 4537.240727030757\n", - "12:39:52\tCompleted 3271 to KZ395400: 2609.6008066417994\n", - "12:39:52\tCompleted 3279 to KZ392400: 2104.9740210804666\n", - "12:39:52\tCompleted 3248 to KZ274800: 4303.358538013663\n", - "12:39:52\tCompleted 3296 to KZ274800: 3123.29286458744\n", - "12:39:52\tCompleted 3235 to KZ615600: 1950.94114639874\n", - "12:39:52\tCompleted 3261 to KZ615600: 1698.360410594996\n", - 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"12:39:58\tCompleted 3270 to KZ315600: 888.0799919500197\n", - "12:39:58\tCompleted 3261 to KZ616000: 1047.431110738637512:39:58\tCompleted 3308 to KZ475000: 2940.4993684961064\n", - "\n", - "12:39:58\tCompleted 3302 to KZ196800: 4005.3991247895497\n", - "12:39:58\tCompleted 3271 to KZ392000: 2726.524501722023\n", - "12:39:58\tCompleted 3250 to KZ196000: 4682.743144509246\n", - "12:39:58\tCompleted 3269 to KZ154200: 1583.0846273043858\n", - "12:39:58\tCompleted 3295 to KZ596400: 2062.540216787764\n", - "12:39:58\tCompleted 3307 to KZ395000: 2790.217252838087\n", - "12:39:59\tCompleted 3230 to KZ633800: 1183.0481777896796\n", - "12:39:59\tCompleted 3237 to KZ116000: 1451.6915494215536\n", - "12:39:59\tCompleted 3293 to KZ632400: 2701.3201302560847\n", - "12:39:59\tCompleted 3296 to KZ275800: 2592.8756885758617\n", - "12:39:59\tCompleted 3276 to KZ235200: 3808.5107650463206\n", - "12:39:59\tCompleted 3219 to KZ615800: 1308.451358793442\n", - "12:39:59\tCompleted 3248 to KZ275800: 3772.941362002056\n", - 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"\n", - "12:40:03\tCompleted 3275 to KZ114600: 3718.431485299576\n", - "12:40:03\tCompleted 3311 to KZ556400: 1982.8167496633816\n", - "12:40:03\tCompleted 3237 to KZ116400: 1680.1000425882416\n", - "12:40:03\tCompleted 3247 to KZ791110: 1116.9559655935177\n", - "12:40:03\tCompleted 3277 to KZ396800: 2722.6479884943283\n", - "12:40:03\tCompleted 3257 to KZ156400: 2096.847275259211\n", - "12:40:03\tCompleted 3226 to KZ556400: 1627.5624706553187\n", - "12:40:03\tCompleted 3233 to KZ634600: 3128.5281770489437\n", - "12:40:03\tCompleted 3295 to KZ594600: 2268.0190683152514\n", - "12:40:03\tCompleted 3245 to KZ353200: 1276.4668466281273\n", - "12:40:03\tCompleted 3307 to KZ395200: 2322.181767763251\n", - "12:40:04\tCompleted 3260 to KZ596400: 2305.8449426916413\n", - "12:40:04\tCompleted 3266 to KZ474600: 2570.219836659099\n", - "12:40:04\tCompleted 3234 to KZ591000: 2111.9741578211133\n", - "12:40:04\tCompleted 3230 to KZ635400: 1625.0384729374496\n", - "12:40:04\tCompleted 3244 to KZ195800: 4482.802843576192\n", - 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"12:40:09\tCompleted 3307 to KZ391000: 2517.8880322722116\n", - "12:40:09\tCompleted 3273 to KZ791310: 1021.58307631263\n", - "12:40:09\tCompleted 3302 to KZ195200: 3968.962123984367\n", - "12:40:09\tCompleted 3311 to KZ791110: 751.916226826483\n", - "12:40:09\tCompleted 3255 to KZ274800: 4287.459043077049\n", - "12:40:10\tCompleted 3264 to KZ634600: 1570.0715368582341\n", - "12:40:10\tCompleted 3245 to KZ351600: 1294.893981044975\n", - "12:40:10\tCompleted 3271 to KZ395800: 2906.0619264195943\n", - "12:40:10\tCompleted 3226 to KZ791110: 1381.350143000073\n", - "12:40:10\tCompleted 3275 to KZ111010: 3153.84559754298\n", - "12:40:10\tCompleted 3269 to KZ155600: 1308.029706095601\n", - "12:40:10\tCompleted 3259 to KZ431900: 2039.0980752930263\n", - "12:40:10\tCompleted 3235 to KZ273200: 4377.124567175341\n", - "12:40:10\tCompleted 3288 to KZ113800: 1967.201987780847\n", - "12:40:10\tCompleted 3265 to KZ396600: 2465.8156529450584\n", - "12:40:10\tCompleted 3230 to KZ635200: 1365.370093398029\n", - 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"\n", - "12:41:46\tCompleted 3223 to KZ314200: 970.8649062568734\n", - "12:41:46\tCompleted 3295 to KZ615800: 1006.6574364599994\n", - "12:41:46\tCompleted 3222 to KZ633600: 3698.9241649302217\n", - "12:41:46\tCompleted 3254 to KZ614400: 3182.064068825998\n", - "12:41:46\tCompleted 3224 to KZ431900: 259.3958731074558\n", - "12:41:46\tCompleted 3260 to KZ612600: 1505.092288984807\n", - "12:41:46\tCompleted 3277 to KZ433600: 1898.3643072651194\n", - "12:41:46\tCompleted 3306 to KZ353200: 1377.8257393420029\n", - "12:41:46\tCompleted 3238 to KZ634400: 1147.1385551737358\n", - "12:41:46\tCompleted 3266 to KZ711210: 1458.0805764984177\n", - "12:41:47\tCompleted 3253 to KZ596400: 2143.0043222580803\n", - "12:41:47\tCompleted 3229 to KZ234200: 4816.64338320305912:41:47\tCompleted 3259 to KZ594200: 2120.310433910272\n", - "\n", - "12:41:47\tCompleted 3241 to KZ614600: 313.61538222310475\n", - "12:41:47\tCompleted 3263 to KZ234600: 4715.484788543204\n", - "12:41:47\tCompleted 3220 to KZ113600: 1619.3795488135524\n", - 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] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:42:13\tCompleted 3234 to KZ615600: 1774.849188298923\n", - "12:42:13\tCompleted 3275 to KZ194600: 4226.064978712058\n", - "12:42:13\tCompleted 3253 to KZ553200: 2138.7630964543155\n", - "12:42:13\tCompleted 3221 to KZ154800: 1267.9248353158034\n", - "12:42:13\tCompleted 3229 to KZ235600: 4208.192670860487\n", - "12:42:13\tCompleted 3272 to KZ614000: 1214.3781615949886\n", - "12:42:14\tCompleted 3254 to KZ615800: 3038.109295155637\n", - "12:42:14\tCompleted 3233 to KZ395400: 1688.51677631105\n", - "12:42:14\tCompleted 3247 to KZ271000: 3929.2977938198437\n", - "12:42:14\tCompleted 3249 to KZ154800: 1750.8747849211718\n", - "12:42:14\tCompleted 3293 to KZ396400: 2101.5896326786296\n", - "12:42:14\tCompleted 3294 to KZ594600: 2201.109925694369\n", - "12:42:14\tCompleted 3271 to KZ595800: 2091.0121213400016\n", - "12:42:14\tCompleted 3265 to KZ596600: 2198.36752436228\n", - "12:42:14\tCompleted 3306 to KZ352100: 1191.775736126162\n", - 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"12:42:31\tCompleted 3259 to KZ711110: 1549.05861312179512:42:31\tCompleted 3241 to KZ273600: 2417.5586641798022\n", - "\n", - "12:42:32\tCompleted 3218 to KZ553200: 3395.148482186461\n", - "12:42:32\tCompleted 3264 to KZ395600: 2558.439884272309\n", - "12:42:32\tCompleted 3228 to KZ193600: 573.1702609275328\n", - "12:42:32\tCompleted 3238 to KZ355200: 2110.054796760237\n", - "12:42:32\tCompleted 3295 to KZ275000: 3776.464794566497\n", - "12:42:32\tCompleted 3263 to KZ635400: 1934.071122135038\n", - "12:42:32\tCompleted 3288 to KZ191600: 100.96337444879181\n", - "12:42:32\tCompleted 3294 to KZ551600: 1830.6614425627943\n", - "12:42:32\tCompleted 3281 to KZ271000: 2639.1761714911313\n", - "12:42:32\tCompleted 3236 to KZ116800: 2020.433044358089\n", - "12:42:32\tCompleted 3254 to KZ275400: 2062.0401361246254\n", - "12:42:33\tCompleted 3279 to KZ711210: 1470.617686878855\n", - "12:42:33\tCompleted 3271 to KZ595000: 2015.5826693158392\n", - "12:42:33\tCompleted 3277 to KZ475200: 4181.367250103862\n", - 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"\n", - "12:42:42\tCompleted 3306 to KZ391600: 1457.6562717001946\n", - "12:42:42\tCompleted 3288 to KZ196000: 664.2242412350187\n", - "12:42:42\tCompleted 3264 to KZ392400: 2587.0108857051205\n", - "12:42:42\tCompleted 3239 to KZ393400: 2409.3252298047623\n", - "12:42:42\tCompleted 3266 to KZ556800: 2240.1154994598887\n", - "12:42:42\tCompleted 3233 to KZ394200: 1303.281959858601\n", - "12:42:42\tCompleted 3272 to KZ616000: 1074.6590327999957\n", - "12:42:42\tCompleted 3257 to KZ633800: 2388.700194040408\n", - "12:42:43\tCompleted 3236 to KZ115600: 2206.369485584765\n", - "12:42:43\tCompleted 3263 to KZ632400: 1543.3583004451145\n", - "12:42:43\tCompleted 3237 to KZ751110: 1434.187215296573\n", - "12:42:43\tCompleted 3256 to KZ156000: 3066.8889592755195\n", - "12:42:43\tCompleted 3228 to KZ194800: 351.76146491464556\n", - "12:42:43\tCompleted 3253 to KZ554800: 2116.573840054917\n", - "12:42:43\tCompleted 3254 to KZ275800: 1606.20697041018\n", - "12:42:43\tCompleted 3229 to KZ632400: 1210.5820003621045\n", - 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"12:42:45\tCompleted 3229 to KZ632800: 1208.4776617530322\n", - "12:42:45\tCompleted 3239 to KZ391600: 2668.5214730553275\n", - "12:42:45\tCompleted 3270 to KZ396600: 2422.0634727372512\n", - "12:42:46\tCompleted 3228 to KZ195800: 595.0966206304923\n", - "12:42:46\tCompleted 3227 to KZ113600: 1809.804890197219\n", - "12:42:46\tCompleted 3243 to KZ195200: 299.7730393952216\n", - "12:42:46\tCompleted 3298 to KZ155200: 3452.060461506866\n", - "12:42:46\tCompleted 3288 to KZ192600: 394.7788433706676\n", - "12:42:46\tCompleted 3308 to KZ554200: 2419.049255690657\n", - "12:42:46\tCompleted 3220 to KZ115400: 1489.5606719007185\n", - "12:42:46\tCompleted 3241 to KZ275000: 2365.081567981149\n", - "12:42:46\tCompleted 3245 to KZ434600: 914.3927233609468\n", - "12:42:46\tCompleted 3295 to KZ275800: 3781.552529938335312:42:46\tCompleted 3251 to KZ471000: 3640.9610779639156\n", - "\n", - "12:42:46\tCompleted 3279 to KZ551600: 1967.267658290038\n", - "12:42:46\tCompleted 3271 to KZ591000: 2017.7971354099068\n", - "12:42:46\tCompleted 3275 to KZ191000: 4263.2396733843025\n", - "12:42:46\tCompleted 3269 to KZ751810: 3960.9938953293185\n", - "12:42:46\tCompleted 3276 to KZ394000: 2914.9083162172587\n", - "12:42:47\tCompleted 3268 to KZ153200: 3112.566337865233\n", - "12:42:47\tCompleted 3218 to KZ554600: 3293.8738769724173\n", - "12:42:47\tCompleted 3236 to KZ115200: 2399.8516000710183\n", - "12:42:47\tCompleted 3253 to KZ556400: 2043.440199229721\n", - "12:42:47\tCompleted 3228 to KZ196000: 330.1174758983598\n", - "12:42:47\tCompleted 3288 to KZ196600: 360.3337659503478\n", - "12:42:47\tCompleted 3308 to KZ791110: 247.32577573174868\n", - "12:42:47\tCompleted 3243 to KZ195000: 540.0263069496176\n", - "12:42:47\tCompleted 3306 to KZ393600: 1928.200303194805\n", - "12:42:47\tCompleted 3302 to KZ633600: 4191.0775375765825\n", - "12:42:47\tCompleted 3264 to KZ396200: 2395.433971678916\n", - "12:42:47\tCompleted 3254 to KZ276200: 1704.534644220975\n", - "12:42:47\tCompleted 3224 to KZ595800: 2044.2328320343204\n", - 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"12:42:52\tCompleted 3253 to KZ554200: 2306.0682376171517\n", - "12:42:52\tCompleted 3298 to KZ156400: 3031.3504611460994\n", - "12:42:52\tCompleted 3222 to KZ635800: 4565.1662226755525\n", - "12:42:52\tCompleted 3270 to KZ394200: 2793.91628752984\n", - "12:42:52\tCompleted 3229 to KZ636200: 1050.4596386584064\n", - "12:42:52\tCompleted 3290 to KZ636200: 2554.571066244588\n", - "12:42:52\tCompleted 3269 to KZ751910: 3982.1348116797258\n", - "12:42:52\tCompleted 3233 to KZ434600: 370.5554796702495\n", - "12:42:52\tCompleted 3308 to KZ611600: 203.2665803000036512:42:52\tCompleted 3288 to KZ751310: 82.80429063103628\n", - "\n", - "12:42:52\tCompleted 3275 to KZ196200: 4028.832500592959\n", - "12:42:52\tCompleted 3254 to KZ274000: 1940.4622293527395\n", - "12:42:52\tCompleted 3276 to KZ396800: 2661.000773777672\n", - "12:42:52\tCompleted 3243 to KZ195600: 349.84371244707023\n", - "12:42:52\tCompleted 3228 to KZ196600: 460.81683653893396\n", - "12:42:52\tCompleted 3259 to KZ553200: 2091.1062422048226\n", - 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"12:42:53\tCompleted 3251 to KZ473600: 3221.9863119409724\n", - "12:42:53\tCompleted 3302 to KZ633800: 4491.662885057134\n", - "12:42:53\tCompleted 3312 to KZ114600: 1883.6146857151964\n", - "12:42:53\tCompleted 3227 to KZ114500: 1856.2729303201538\n", - "12:42:53\tCompleted 3253 to KZ791110: 1202.5850016176719\n", - "12:42:53\tCompleted 3262 to KZ153400: 3150.2659949425974\n", - "12:42:53\tCompleted 3263 to KZ636200: 1383.2359387414162\n", - "12:42:54\tCompleted 3287 to KZ113400: 1475.7979499177989\n", - "12:42:54\tCompleted 3233 to KZ434400: 713.5048786319852\n", - "12:42:54\tCompleted 3295 to KZ276000: 4197.383555693377\n", - "12:42:54\tCompleted 3238 to KZ352400: 1705.1085102669686\n", - "12:42:54\tCompleted 3243 to KZ195800: 265.25972610121755\n", - "12:42:54\tCompleted 3229 to KZ636400: 807.8737907783964\n", - "12:42:54\tCompleted 3237 to KZ751810: 1432.0156424213192\n", - "12:42:54\tCompleted 3245 to KZ433600: 789.3358511645788\n", - "12:42:54\tCompleted 3228 to KZ194200: 592.2853777665375\n", - "12:42:54\tCompleted 3241 to KZ274800: 2900.5864793645364\n", - "12:42:54\tCompleted 3260 to KZ276200: 4160.07449486333\n", - "12:42:54\tCompleted 3239 to KZ394000: 2497.1252133515354\n", - "12:42:54\tCompleted 3265 to KZ596400: 2072.519040883841\n", - "12:42:54\tCompleted 3308 to KZ614000: 255.39069988105183\n", - "12:42:54\tCompleted 3250 to KZ636800: 4696.1025244980365\n", - "12:42:54\tCompleted 3277 to KZ593400: 1891.1112185888412\n", - "12:42:54\tCompleted 3288 to KZ751710: 121.85030639607653\n", - "12:42:55\tCompleted 3266 to KZ556400: 2182.54486119579\n", - "12:42:55\tCompleted 3248 to KZ114400: 1792.1065530633232\n", - "12:42:55\tCompleted 3233 to KZ431000: 57.95954299302414\n", - "12:42:55\tCompleted 3254 to KZ274200: 2152.583408949758\n", - "12:42:55\tCompleted 3271 to KZ596000: 1894.4997378787389\n", - "12:42:55\tCompleted 3243 to KZ196000: 675.1082809717262\n", - "12:42:55\tCompleted 3249 to KZ196400: 4627.844280421356\n", - "12:42:55\tCompleted 3253 to KZ791310: 1159.044769737063212:42:55\tCompleted 3245 to KZ434000: 553.3931015750362\n", - "\n", - "12:42:55\tCompleted 3228 to KZ751210: 337.57988303867154\n", - "12:42:55\tCompleted 3230 to KZ392000: 2821.15328430422\n", - "12:42:55\tCompleted 3263 to KZ636400: 1140.650090861406\n", - "12:42:55\tCompleted 3274 to KZ114600: 1911.8181822457032\n", - "12:42:56\tCompleted 3256 to KZ154800: 3200.033701033034\n", - "12:42:56\tCompleted 3229 to KZ631000: 1022.7639786298502\n", - "12:42:56\tCompleted 3288 to KZ751810: 85.561649943917\n", - "12:42:56\tCompleted 3308 to KZ613900: 517.3974240731104\n", - "12:42:56\tCompleted 3220 to KZ153600: 1508.559923894652\n", - "12:42:56\tCompleted 3293 to KZ392000: 2108.2401420765045\n", - "12:42:56\tCompleted 3259 to KZ553600: 1808.7131807495903\n", - "12:42:56\tCompleted 3221 to KZ196400: 2392.91170886765\n", - "12:42:56\tCompleted 3258 to KZ431000: 1773.817675880871\n", - "12:42:56\tCompleted 3233 to KZ435200: 127.57589990045582\n", - "12:42:56\tCompleted 3243 to KZ191000: 378.0424864796183\n", - "12:42:56\tCompleted 3234 to KZ276600: 4063.134234200771\n", - "12:42:56\tCompleted 3294 to KZ551000: 1788.5322166468295\n", - "12:42:57\tCompleted 3228 to KZ751110: 331.1816073753825\n", - "12:42:57\tCompleted 3257 to KZ635400: 2881.5733272915927\n", - "12:42:57\tCompleted 3288 to KZ751910: 67.68666540425046\n", - "12:42:57\tCompleted 3308 to KZ612000: 42.50559178345078\n", - "12:42:57\tCompleted 3237 to KZ751910: 1453.1565587717275\n", - "12:42:57\tCompleted 3279 to KZ553600: 1821.2253186305963\n", - "12:42:57\tCompleted 3227 to KZ114000: 1803.2122841139794\n", - "12:42:57\tCompleted 3223 to KZ393600: 1634.5462166024236\n", - "12:42:57\tCompleted 3253 to KZ791510: 1136.1642701654102\n", - "12:42:57\tCompleted 3246 to KZ554800: 2269.222614225321\n", - "12:42:57\tCompleted 3287 to KZ113600: 1751.0706789644357\n", - "12:42:57\tCompleted 3233 to KZ434800: 48.5563491861040412:42:57\tCompleted 3243 to KZ196200: 202.0015332085656\n", - "\n", - "12:42:57\tCompleted 3239 to KZ396800: 2628.597014141865\n", - "12:42:58\tCompleted 3238 to KZ356000: 2343.3892726908057\n", - "12:42:58\tCompleted 3276 to KZ394800: 2839.6553424757294\n", - "12:42:58\tCompleted 3228 to KZ751310: 337.66688874962114\n", - "12:42:58\tCompleted 3263 to KZ631000: 1355.54027871286\n", - "12:42:58\tCompleted 3240 to KZ553200: 1900.7166436365328\n", - "12:42:58\tCompleted 3270 to KZ394400: 2950.861062625745\n", - "12:42:58\tCompleted 3229 to KZ634600: 1290.4486039301473\n", - "12:42:58\tCompleted 3288 to KZ751510: 68.24794144493227\n", - "12:42:58\tCompleted 3224 to KZ594200: 1870.4218957708854\n", - "12:42:58\tCompleted 3275 to KZ192600: 4302.183428412996\n", - "12:42:58\tCompleted 3298 to KZ155600: 3204.0303351849593\n", - "12:42:58\tCompleted 3272 to KZ274400: 4088.900440919673\n", - "12:42:58\tCompleted 3264 to KZ394200: 2775.2056272626933\n", - "12:42:58\tCompleted 3220 to KZ154000: 1260.1364967196798\n", - "12:42:58\tCompleted 3236 to KZ151000: 3480.8599505938832\n", - "12:42:58\tCompleted 3255 to KZ113200: 1679.7103774436819\n", - "12:42:58\tCompleted 3308 to KZ614400: 443.9302235129128\n", - "12:42:58\tCompleted 3269 to KZ751510: 3970.65074957881\n", - "12:42:58\tCompleted 3218 to KZ551000: 3312.776133250093\n", - "12:42:59\tCompleted 3243 to KZ192600: 361.68369838754654\n", - "12:42:59\tCompleted 3248 to KZ114600: 1900.505645450753\n", - "12:42:59\tCompleted 3233 to KZ433600: 245.4986074738816\n", - "12:42:59\tCompleted 3312 to KZ114800: 2241.8502150685063\n", - "12:42:59\tCompleted 3307 to KZ593600: 2081.782394155854512:42:59\tCompleted 3253 to KZ791710: 1134.3880898483776\n", - "\n", - "12:42:59\tCompleted 3268 to KZ153600: 3294.383441197079\n", - "12:42:59\tCompleted 3290 to KZ636400: 2311.9852183646262\n", - "12:42:59\tCompleted 3306 to KZ394000: 2195.1344788130355\n", - "12:42:59\tCompleted 3265 to KZ594600: 2277.9978924113284\n", - "12:42:59\tCompleted 3258 to KZ435200: 1672.1235458199405\n", - "12:42:59\tCompleted 3222 to KZ636200: 4234.079544877408\n", - "12:42:59\tCompleted 3228 to KZ751410: 344.67683485451767\n", - "12:42:59\tCompleted 3277 to KZ594200: 2070.9689676523526\n", - "12:43:00\tCompleted 3308 to KZ614600: 145.61971862321118\n", - "12:43:00\tCompleted 3262 to KZ153600: 3442.669755800122\n", - "12:43:00\tCompleted 3229 to KZ634400: 882.5993444740651\n", - "12:43:00\tCompleted 3243 to KZ196600: 137.08927823862894\n", - "12:43:00\tCompleted 3244 to KZ632800: 4658.049397425291\n", - "12:43:00\tCompleted 3271 to KZ596200: 2281.4991875499095\n", - "12:43:00\tCompleted 3269 to KZ231000: 1168.8666734978299\n", - "12:43:00\tCompleted 3251 to KZ474200: 3668.6104730074944\n", - "12:43:00\tCompleted 3233 to KZ434000: 599.403570501156\n", - "12:43:00\tCompleted 3239 to KZ394800: 2371.6741418894267\n", - "12:43:00\tCompleted 3302 to KZ634000: 4738.865682954169\n", - "12:43:00\tCompleted 3294 to KZ556000: 1829.8287249776427\n", - "12:43:00\tCompleted 3228 to KZ751710: 376.71290451466126\n", - "12:43:00\tCompleted 3274 to KZ114800: 2270.0537115990114\n", - "12:43:00\tCompleted 3227 to KZ117000: 1725.8446275605834\n", - "12:43:01\tCompleted 3230 to KZ395600: 2698.306633595307\n", - "12:43:01\tCompleted 3223 to KZ396400: 1606.4703295785725\n", - "12:43:01\tCompleted 3260 to KZ271000: 4177.767450277562\n", - "12:43:01\tCompleted 3266 to KZ554200: 2378.37589697808312:43:01\tCompleted 3249 to KZ196800: 4096.002678180138\n", - "\n", - "12:43:01\tCompleted 3237 to KZ751510: 1441.6724966708116\n", - "12:43:01\tCompleted 3295 to KZ276200: 3916.769768959466\n", - "12:43:01\tCompleted 3263 to KZ634600: 1623.2249040131576\n", - "12:43:01\tCompleted 3241 to KZ275800: 2370.169303352958\n", - "12:43:01\tCompleted 3243 to KZ194200: 623.271602055168212:43:01\tCompleted 3308 to KZ614800: 458.01298514462\n", - "\n", - "12:43:01\tCompleted 3255 to KZ113400: 1470.9313063415107\n", - "12:43:01\tCompleted 3253 to KZ611600: 1391.248625123502\n", - "12:43:01\tCompleted 3240 to KZ553600: 1635.7263105703837\n", - "12:43:01\tCompleted 3287 to KZ113800: 1930.4167036333358\n", - "12:43:02\tCompleted 3259 to KZ552200: 1933.641298418068612:43:02\tCompleted 3228 to KZ751810: 340.4242480625018\n", - "\n", - "12:43:02\tCompleted 3221 to KZ196800: 1861.0701066264858\n", - "12:43:02\tCompleted 3269 to KZ234000: 1421.5497187145634\n", - "12:43:02\tCompleted 3238 to KZ354400: 2135.8733945136723\n", - "12:43:02\tCompleted 3250 to KZ635800: 5145.604772195343\n", - "12:43:02\tCompleted 3256 to KZ155200: 3626.9723639347867\n", - "12:43:02\tCompleted 3293 to KZ395600: 2181.5436399841496\n", - "12:43:02\tCompleted 3265 to KZ711110: 1526.2301859970487\n", - "12:43:02\tCompleted 3220 to KZ154200: 1562.772535689001\n", - "12:43:02\tCompleted 3266 to KZ791110: 291.6985247114482\n", - "12:43:02\tCompleted 3229 to KZ313600: 1299.0647705140382\n", - "12:43:02\tCompleted 3224 to KZ596600: 1545.4997284690228\n", - "12:43:02\tCompleted 3245 to KZ471000: 2986.3419722440076\n", - "12:43:02\tCompleted 3258 to KZ434800: 1703.449806736276\n", - "12:43:02\tCompleted 3308 to KZ615400: 400.91179859374284\n", - "12:43:02\tCompleted 3243 to KZ751210: 303.12998336382094\n", - "12:43:03\tCompleted 3279 to KZ552200: 1928.7507079099917\n", - "12:43:03\tCompleted 3228 to KZ751910: 322.54926352283513\n", - "12:43:03\tCompleted 3312 to KZ111010: 1779.2023394985604\n", - "12:43:03\tCompleted 3234 to KZ275000: 3928.8318913031026\n", - "12:43:03\tCompleted 3246 to KZ556400: 2206.9564879167665\n", - "12:43:03\tCompleted 3257 to KZ635000: 2356.2998999591723\n", - "12:43:03\tCompleted 3263 to KZ634400: 1215.3756445570748\n", - "12:43:03\tCompleted 3266 to KZ791310: 269.4169757510501\n", - "12:43:03\tCompleted 3239 to KZ395000: 2690.5854666877203\n", - "12:43:03\tCompleted 3253 to KZ613600: 1244.8760728855796\n", - "12:43:03\tCompleted 3270 to KZ433200: 2491.7633339227405\n", - "12:43:03\tCompleted 3276 to KZ395000: 2767.630752166686\n", - "12:43:04\tCompleted 3308 to KZ615200: 197.3189176668227\n", - "12:43:04\tCompleted 3277 to KZ596600: 2171.8544852291107\n", - "12:43:04\tCompleted 3307 to KZ595200: 2079.232527213089\n", - "12:43:04\tCompleted 3243 to KZ751110: 296.7317077005319\n", - "12:43:04\tCompleted 3269 to KZ234200: 1828.4228573864675\n", - "12:43:04\tCompleted 3228 to KZ751510: 323.11053956351697\n", - "12:43:04\tCompleted 3236 to KZ153200: 3485.276534022508312:43:04\tCompleted 3220 to KZ156000: 1136.0217680572093\n", - "\n", - "12:43:04\tCompleted 3229 to KZ314000: 1157.4214063656518\n", - "12:43:04\tCompleted 3298 to KZ156800: 2706.0101794055963\n", - "12:43:04\tCompleted 3275 to KZ196600: 4347.89915246826\n", - "12:43:04\tCompleted 3264 to KZ394400: 2932.150402358599\n", - "12:43:04\tCompleted 3223 to KZ394000: 1674.1714559053603\n", - "12:43:04\tCompleted 3271 to KZ596400: 2055.2941671496883\n", - "12:43:04\tCompleted 3227 to KZ114400: 1852.0844676691825\n", - "12:43:04\tCompleted 3294 to KZ556800: 1891.3996836623896\n", - "12:43:04\tCompleted 3266 to KZ791510: 279.5347517473185\n", - "12:43:05\tCompleted 3288 to KZ231000: 3933.3471409813033\n", - "12:43:05\tCompleted 3218 to KZ556000: 3360.8975154581067\n", - "12:43:05\tCompleted 3263 to KZ313600: 1082.7358774160941\n", - "12:43:05\tCompleted 3265 to KZ711410: 1552.3426860805603\n", - "12:43:05\tCompleted 3243 to KZ751310: 303.21698907477054\n", - "12:43:05\tCompleted 3255 to KZ113600: 1746.2040353881475\n", - "12:43:05\tCompleted 3268 to KZ154000: 3045.960014022053\n", - "12:43:05\tCompleted 3253 to KZ614000: 1191.7360259712575\n", - "12:43:05\tCompleted 3308 to KZ616400: 970.2195680024938\n", - "12:43:05\tCompleted 3306 to KZ396800: 2209.7365534870682\n", - "12:43:05\tCompleted 3287 to KZ114500: 1797.5387190873705\n", - "12:43:05\tCompleted 3240 to KZ552200: 1743.251699849779\n", - "12:43:05\tCompleted 3272 to KZ275400: 4764.088872876749\n", - "12:43:05\tCompleted 3248 to KZ114800: 2258.74117480406212:43:05\tCompleted 3229 to KZ314800: 597.4212938153461\n", - "\n", - "12:43:06\tCompleted 3262 to KZ154000: 3194.2463286250963\n", - "12:43:06\tCompleted 3274 to KZ111010: 1807.4058360290671\n", - "12:43:06\tCompleted 3298 to KZ193200: 686.4680213073536\n", - "12:43:06\tCompleted 3266 to KZ791710: 251.03481239702978\n", - "12:43:06\tCompleted 3238 to KZ351800: 2156.908109156691\n", - "12:43:06\tCompleted 3312 to KZ116000: 1748.0334206212995\n", - "12:43:06\tCompleted 3259 to KZ554600: 2071.2300305959325\n", - "12:43:06\tCompleted 3222 to KZ636400: 4571.319279380705\n", - "12:43:06\tCompleted 3243 to KZ751410: 310.22693517966707\n", - "12:43:06\tCompleted 3230 to KZ395800: 3000.6907090017935\n", - "12:43:06\tCompleted 3269 to KZ234600: 1943.5931558245493\n", - "12:43:06\tCompleted 3263 to KZ314000: 941.0925132677048\n", - "12:43:06\tCompleted 3249 to KZ191600: 4121.8006542402245\n", - "12:43:06\tCompleted 3308 to KZ615600: 681.2308786957448\n", - "12:43:06\tCompleted 3258 to KZ433600: 1964.1199870854118\n", - "12:43:06\tCompleted 3290 to KZ631000: 2526.8754062160306\n", - "12:43:07\tCompleted 3244 to KZ636800: 4682.942978953932\n", - "12:43:07\tCompleted 3233 to KZ471000: 2442.5047285533487\n", - "12:43:07\tCompleted 3221 to KZ191600: 1886.8680826865746\n", - "12:43:07\tCompleted 3239 to KZ395200: 2723.20718890202\n", - "12:43:07\tCompleted 3229 to KZ315400: 820.0877507388235\n", - "12:43:07\tCompleted 3266 to KZ611600: 224.35038955758702\n", - "12:43:07\tCompleted 3251 to KZ474600: 3345.785912189412612:43:07\tCompleted 3295 to KZ271000: 3934.462724373682\n", - "\n", - "12:43:07\tCompleted 3220 to KZ154600: 1434.159198802341\n", - "12:43:07\tCompleted 3302 to KZ635400: 5247.101596525903\n", - "12:43:07\tCompleted 3243 to KZ751710: 342.26300483981066\n", - "12:43:07\tCompleted 3253 to KZ613900: 1469.6592979877053\n", - "12:43:07\tCompleted 3237 to KZ231000: 2429.142640812457\n", - "12:43:07\tCompleted 3279 to KZ554600: 2010.9271804118014\n", - "12:43:07\tCompleted 3265 to KZ711210: 1553.5044475074587\n", - "12:43:07\tCompleted 3298 to KZ193400: 891.356898322794\n", - "12:43:08\tCompleted 3293 to KZ395800: 2208.090581490191\n", - "12:43:08\tCompleted 3260 to KZ274000: 4831.4256339970825\n", - "12:43:08\tCompleted 3308 to KZ615800: 276.55724736826636\n", - "12:43:08\tCompleted 3269 to KZ234800: 1161.973369634206\n", - "12:43:08\tCompleted 3263 to KZ314800: 381.0924007173992\n", - "12:43:08\tCompleted 3277 to KZ595000: 2006.294503916819\n", - "12:43:08\tCompleted 3307 to KZ591000: 1969.4482559656285\n", - "12:43:08\tCompleted 3266 to KZ613600: 254.40461018817518\n", - "12:43:08\tCompleted 3224 to KZ595000: 1909.7222621459405\n", - "12:43:08\tCompleted 3270 to KZ431900: 1972.719501027532\n", - "12:43:08\tCompleted 3256 to KZ156400: 3206.26236357402\n", - "12:43:08\tCompleted 3276 to KZ395200: 2299.595267091848\n", - "12:43:08\tCompleted 3243 to KZ751810: 305.9743483876512\n", - "12:43:08\tCompleted 3241 to KZ276000: 2786.0003291079934\n", - "12:43:09\tCompleted 3257 to KZ632200: 2239.375731958156\n", - "12:43:09\tCompleted 3246 to KZ554200: 2402.7875236990617\n", - "12:43:09\tCompleted 3308 to KZ612600: 15.228427220113621\n", - "12:43:09\tCompleted 3223 to KZ396800: 1805.6432566957033\n", - "12:43:09\tCompleted 3294 to KZ554800: 2046.0796524106788\n", - "12:43:09\tCompleted 3250 to KZ636200: 4814.518094397165\n", - "12:43:09\tCompleted 3298 to KZ193600: 436.797154627442\n", - "12:43:09\tCompleted 3227 to KZ114600: 1960.4835600566123\n", - "12:43:09\tCompleted 3255 to KZ113800: 1925.5500600570476\n", - "12:43:09\tCompleted 3271 to KZ594600: 2260.7730186771755\n", - "12:43:09\tCompleted 3229 to KZ315600: 1093.5533684170418\n", - "12:43:09\tCompleted 3264 to KZ433200: 2483.9939232627876\n", - "12:43:09\tCompleted 3269 to KZ235200: 1105.5804684317047\n", - "12:43:09\tCompleted 3266 to KZ614000: 299.763448860751412:43:09\tCompleted 3253 to KZ612000: 1338.3707590161698\n", - "\n", - "12:43:09\tCompleted 3245 to KZ473600: 2567.3672062210644\n", - "12:43:09\tCompleted 3263 to KZ315400: 603.7588576408765\n", - "12:43:09\tCompleted 3287 to KZ114000: 1744.478072881196\n", - "12:43:09\tCompleted 3234 to KZ274800: 4464.336802686564\n", - "12:43:09\tCompleted 3259 to KZ555600: 1900.23411938782912:43:09\tCompleted 3243 to KZ751910: 288.09936384798453\n", - "\n", - "12:43:09\tCompleted 3258 to KZ434000: 1728.1772374958675\n", - "12:43:10\tCompleted 3220 to KZ154800: 1269.16650981474\n", - 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"12:43:11\tCompleted 3269 to KZ235600: 1219.9721450439074\n", - "12:43:11\tCompleted 3263 to KZ315600: 942.660599282576\n", - "12:43:11\tCompleted 3308 to KZ613800: 475.3687985940489\n", - "12:43:11\tCompleted 3288 to KZ234000: 4141.957618348992\n", - "12:43:11\tCompleted 3238 to KZ393200: 2854.981227413768\n", - "12:43:11\tCompleted 3253 to KZ614400: 1396.192097427508\n", - "12:43:11\tCompleted 3221 to KZ195200: 1824.6331058213011\n", - "12:43:11\tCompleted 3262 to KZ154200: 3496.8823675944186\n", - "12:43:11\tCompleted 3230 to KZ392400: 2726.8776350281187\n", - "12:43:12\tCompleted 3246 to KZ791310: 283.17538842941536\n", - "12:43:12\tCompleted 3271 to KZ711110: 1509.0053122628956\n", - "12:43:12\tCompleted 3249 to KZ195200: 4059.5656773749556\n", - "12:43:12\tCompleted 3272 to KZ273600: 3932.048131859222\n", - "12:43:12\tCompleted 3298 to KZ196400: 605.2075352345013\n", - "12:43:12\tCompleted 3266 to KZ612000: 2.35000002384185812:43:12\tCompleted 3229 to KZ316000: 1418.6543885215942\n", - 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"\n", - "12:44:12\tCompleted 3270 to KZ474600: 3783.1581545624595\n", - "12:44:12\tCompleted 3261 to KZ116400: 1987.8369486839965\n", - "12:44:12\tCompleted 3271 to KZ554200: 2218.358082508765\n", - "12:44:12\tCompleted 3236 to KZ156800: 3108.588604074868712:44:12\tCompleted 3275 to KZ235200: 1080.9621964153494\n", - "\n", - "12:44:12\tCompleted 3240 to KZ616400: 1160.3445641367389\n", - "12:44:12\tCompleted 3264 to KZ475000: 4145.717770652283\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:44:12\tCompleted 3290 to KZ352200: 1376.252100484505\n", - "12:44:12\tCompleted 3230 to KZ433600: 2215.6424877806844\n", - "12:44:12\tCompleted 3262 to KZ196200: 64.64213562373095\n", - "12:44:12\tCompleted 3279 to KZ615600: 653.0946303636065\n", - "12:44:12\tCompleted 3298 to KZ234600: 4612.972381051879\n", - "12:44:12\tCompleted 3265 to KZ611600: 1320.7633437492632\n", - "12:44:12\tCompleted 3233 to KZ596600: 1473.5752547473005\n", - "12:44:12\tCompleted 3239 to KZ475000: 260.1249468532259\n", - 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"\n", - "\n", - "12:44:16\tCompleted 3228 to KZ635000: 1067.2797642307623\n", - "12:44:16\tCompleted 3265 to KZ614000: 1121.2507445970189\n", - "12:44:16\tCompleted 3273 to KZ113200: 1639.8253485534535\n", - "12:44:16\tCompleted 3290 to KZ352800: 1350.4821349783629\n", - "12:44:17\tCompleted 3235 to KZ117000: 2018.9586693260906\n", - "12:44:17\tCompleted 3243 to KZ635400: 1937.5439966365775\n", - "12:44:17\tCompleted 3242 to KZ114800: 2234.1090896192363\n", - "12:44:17\tCompleted 3230 to KZ434000: 1979.69973819115\n", - "12:44:17\tCompleted 3277 to KZ552200: 1884.299832160149\n", - "12:44:17\tCompleted 3268 to KZ196200: 96.98329868655915\n", - "12:44:17\tCompleted 3262 to KZ751210: 165.7705857789861\n", - "12:44:17\tCompleted 3229 to KZ351800: 1965.5419611075536\n", - "12:44:17\tCompleted 3227 to KZ153600: 3589.1633674999716\n", - "12:44:17\tCompleted 3221 to KZ192600: 2180.6835516084425\n", - "12:44:17\tCompleted 3244 to KZ316600: 3912.931577367253\n", - "12:44:17\tCompleted 3271 to KZ791510: 1048.4541150570183\n", - 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"12:44:32\tCompleted 3257 to KZ351600: 1206.930820994526\n", - "12:44:32\tCompleted 3251 to KZ711410: 1263.313366773222\n", - "12:44:32\tCompleted 3249 to KZ751210: 4044.222531624447\n", - "12:44:32\tCompleted 3242 to KZ116800: 1650.2947892395225\n", - "12:44:32\tCompleted 3255 to KZ153600: 3321.709706082681\n", - "12:44:32\tCompleted 3279 to KZ274400: 2724.3924232539302\n", - "12:44:32\tCompleted 3229 to KZ391600: 2341.7460074802584\n", - "12:44:32\tCompleted 3220 to KZ194800: 2383.7863894911347\n", - "12:44:32\tCompleted 3262 to KZ231000: 4016.4004418401996\n", - "12:44:32\tCompleted 3222 to KZ353600: 3768.0549331374114\n", - "12:44:32\tCompleted 3290 to KZ393200: 2075.310598290441\n", - "12:44:32\tCompleted 3250 to KZ314200: 3294.8668822090453\n", - "12:44:32\tCompleted 3288 to KZ636400: 1133.2389256262377\n", - "12:44:32\tCompleted 3239 to KZ594200: 3218.967327727799\n", - "12:44:33\tCompleted 3228 to KZ636400: 799.1321602895792\n", - "12:44:33\tCompleted 3306 to KZ434600: 776.7808257543918\n", - 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"\n", - "12:45:31\tCompleted 3227 to KZ196200: 350.97482810940465\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:45:31\tCompleted 3220 to KZ751110: 1828.1529549132897\n", - "12:45:31\tCompleted 3240 to KZ276200: 2711.774594345677\n", - "12:45:31\tCompleted 3248 to KZ192600: 323.27598123144867\n", - "12:45:31\tCompleted 3222 to KZ352400: 3002.874340436747\n", - "12:45:31\tCompleted 3256 to KZ632800: 1613.653456772654\n", - "12:45:32\tCompleted 3311 to KZ116800: 1532.6908175796787\n", - "12:45:32\tCompleted 3290 to KZ392000: 2094.4933384106635\n", - "12:45:32\tCompleted 3219 to KZ113600: 1750.796607337123\n", - "12:45:32\tCompleted 3262 to KZ633800: 1567.722962610999\n", - "12:45:32\tCompleted 3221 to KZ234600: 2855.7754177626043\n", - "12:45:32\tCompleted 3258 to KZ553600: 1825.1273943119634\n", - "12:45:32\tCompleted 3302 to KZ351600: 3840.3463530717727\n", - "12:45:32\tCompleted 3257 to KZ396400: 2333.6404263104882\n", - "12:45:32\tCompleted 3255 to KZ193600: 388.230946345156\n", - 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"12:45:50\tCompleted 3244 to KZ356000: 2845.196717806074\n", - "12:45:50\tCompleted 3268 to KZ635000: 1366.2606227717736\n", - "12:45:50\tCompleted 3224 to KZ612600: 486.0316521728951\n", - "12:45:50\tCompleted 3269 to KZ316000: 3191.604212611833\n", - "12:45:50\tCompleted 3276 to KZ594200: 2009.3217529356914\n", - "12:45:50\tCompleted 3239 to KZ553200: 3843.740924230151\n", - "12:45:50\tCompleted 3220 to KZ751810: 1825.981382038036\n", - "12:45:50\tCompleted 3219 to KZ114400: 1793.0761848090865\n", - "12:45:51\tCompleted 3270 to KZ555200: 1723.2069402635252\n", - "12:45:51\tCompleted 3290 to KZ392400: 2104.3698581971103\n", - "12:45:51\tCompleted 3296 to KZ196800: 1246.6960057103222\n", - "12:45:51\tCompleted 3255 to KZ196200: 80.99514562515608\n", - "12:45:51\tCompleted 3258 to KZ556000: 1869.0802719347616\n", - "12:45:51\tCompleted 3260 to KZ113400: 1742.4918739835382\n", - "12:45:51\tCompleted 3237 to KZ636400: 2536.2835297769057\n", - "12:45:51\tCompleted 3254 to KZ111010: 3165.172953232768\n", - "12:45:51\tCompleted 3248 to KZ231000: 3911.3398870593696\n", - "12:45:51\tCompleted 3298 to KZ315000: 854.6515763888356\n", - "12:45:51\tCompleted 3251 to KZ614800: 1116.0568593791368\n", - "12:45:51\tCompleted 3279 to KZ274200: 3444.064625900954\n", - "12:45:51\tCompleted 3287 to KZ751710: 69.3580897417882912:45:51\tCompleted 3221 to KZ235600: 2132.1544069819915\n", - "\n", - "12:45:51\tCompleted 3274 to KZ234200: 4566.186874144291\n", - "12:45:51\tCompleted 3264 to KZ553200: 2005.8149746051188\n", - "12:45:51\tCompleted 3257 to KZ394800: 2229.1969783682266\n", - "12:45:51\tCompleted 3256 to KZ313600: 1155.135372352706\n", - "12:45:52\tCompleted 3302 to KZ354800: 4040.878360228044\n", - "12:45:52\tCompleted 3312 to KZ614400: 1222.435725115527512:45:52\tCompleted 3312 to KZ234200: 4486.214972042611\n", - "\n", - "12:45:52\tCompleted 3247 to KZ111010: 1783.782000501222\n", - "12:45:52\tCompleted 3223 to KZ596000: 1884.9630892601772\n", - "12:45:52\tCompleted 3293 to KZ711210: 1489.5331197145506\n", - "12:45:52\tCompleted 3255 to KZ192600: 332.4220706396736\n", - "12:45:52\tCompleted 3224 to KZ616000: 803.790856791012\n", - "12:45:52\tCompleted 3236 to KZ634000: 1432.8215827749382\n", - "12:45:52\tCompleted 3295 to KZ114500: 1820.9279172492268\n", - "12:45:52\tCompleted 3229 to KZ396600: 2484.589201208946\n", - "12:45:52\tCompleted 3287 to KZ751810: 41.35533905932737\n", - "12:45:52\tCompleted 3261 to KZ155600: 3361.6138104881347\n", - "12:45:53\tCompleted 3249 to KZ633600: 4281.681090967186\n", - "12:45:53\tCompleted 3263 to KZ396200: 2468.725239278615\n", - "12:45:53\tCompleted 3262 to KZ632800: 1616.8960974597733\n", - "12:45:53\tCompleted 3298 to KZ314200: 738.8569737175748\n", - "12:45:53\tCompleted 3267 to KZ116400: 1853.749577528385\n", - "12:45:53\tCompleted 3268 to KZ632200: 1441.3012011783503\n", - "12:45:53\tCompleted 3288 to KZ393200: 2572.5751128124934\n", - "12:45:53\tCompleted 3222 to KZ391600: 2262.4605065112655\n", - "12:45:53\tCompleted 3251 to KZ615400: 857.220626469687\n", - "12:45:53\tCompleted 3296 to KZ191600: 1272.493981770411\n", - "12:45:53\tCompleted 3227 to KZ231000: 4162.89405354005\n", - "12:45:53\tCompleted 3306 to KZ593400: 1867.9232835548794\n", - "12:45:53\tCompleted 3256 to KZ314000: 1013.4920082043168\n", - "12:45:53\tCompleted 3255 to KZ196600: 400.06179750044885\n", - "12:45:54\tCompleted 3287 to KZ751910: 16.313708498984763\n", - "12:45:54\tCompleted 3312 to KZ614600: 1012.0873525840922\n", - "12:45:54\tCompleted 3243 to KZ356000: 2281.3958565332587\n", - "12:45:54\tCompleted 3275 to KZ636200: 4703.403776165282\n", - "12:45:54\tCompleted 3230 to KZ596200: 2376.127970132111\n", - "12:45:54\tCompleted 3250 to KZ354400: 3645.6615861043774\n", - "12:45:54\tCompleted 3265 to KZ276000: 4207.362379789455\n", - "12:45:54\tCompleted 3238 to KZ474200: 4435.356239012143\n", - "12:45:54\tCompleted 3224 to KZ613800: 952.0449898098985\n", - "12:45:54\tCompleted 3260 to KZ113600: 2017.764603030175\n", - "12:45:54\tCompleted 3270 to KZ551600: 1781.1678438947567\n", - "12:45:54\tCompleted 3293 to KZ711310: 1511.1255082531397\n", - "12:45:54\tCompleted 3251 to KZ615200: 594.6372729714069\n", - "12:45:54\tCompleted 3277 to KZ275400: 4644.448416745585\n", - "12:45:55\tCompleted 3264 to KZ553600: 1723.4219131498867\n", - "12:45:55\tCompleted 3281 to KZ113200: 1666.8844875607413\n", - "12:45:55\tCompleted 3258 to KZ556800: 1930.6512306195086\n", - "12:45:55\tCompleted 3245 to KZ556000: 1966.4484329654767\n", - "12:45:55\tCompleted 3242 to KZ155200: 3549.35096858345\n", - "12:45:55\tCompleted 3255 to KZ194200: 361.20697588763426\n", - "12:45:55\tCompleted 3235 to KZ154600: 3600.2786986996125\n", - "12:45:55\tCompleted 3219 to KZ114600: 1901.4752771965163\n", - "12:45:55\tCompleted 3287 to KZ751510: 27.55634918610405\n", - "12:45:55\tCompleted 3256 to KZ314800: 453.4918956540112\n", - "12:45:55\tCompleted 3244 to KZ354400: 3632.5020405602754\n", - "12:45:55\tCompleted 3296 to KZ195200: 1210.2590049051375\n", - "12:45:55\tCompleted 3254 to KZ116000: 3214.875643319656\n", - "12:45:55\tCompleted 3307 to KZ276600: 3829.0606570601312\n", - "12:45:55\tCompleted 3276 to KZ596600: 2110.2072705124547\n", - "12:45:55\tCompleted 3298 to KZ353200: 1339.0588342925894\n", - "12:45:55\tCompleted 3273 to KZ154000: 3040.799353826432\n", - "12:45:55\tCompleted 3233 to KZ551000: 1949.0687678479856\n", - "12:45:55\tCompleted 3247 to KZ116000: 1752.613081623961\n", - "12:45:55\tCompleted 3262 to KZ636800: 1547.1687238798493\n", - "12:45:56\tCompleted 3220 to KZ751910: 1847.1222983884443\n", - "12:45:56\tCompleted 3240 to KZ274200: 3500.4712278588654\n", - "12:45:56\tCompleted 3236 to KZ635400: 1877.7271353571714\n", - "12:45:56\tCompleted 3269 to KZ316600: 3839.595076695854\n", - "12:45:56\tCompleted 3239 to KZ553600: 3794.743922465128\n", - "12:45:56\tCompleted 3255 to KZ751210: 44.81053606154058\n", - "12:45:56\tCompleted 3256 to KZ315400: 676.1583525774885\n", - "12:45:56\tCompleted 3311 to KZ151000: 2789.78201287425\n", - "12:45:56\tCompleted 3222 to KZ393600: 2143.9492320476315\n", - "12:45:56\tCompleted 3295 to KZ114000: 1767.8672710430524\n", - "12:45:56\tCompleted 3268 to KZ635200: 1631.8656705648016\n", - "12:45:56\tCompleted 3267 to KZ116800: 1651.1824959516005\n", - "12:45:57\tCompleted 3302 to KZ355200: 3342.380928233159\n", - "12:45:57\tCompleted 3271 to KZ275800: 3774.3064803002594\n", - "12:45:57\tCompleted 3223 to KZ596200: 1714.8495955716144\n", - "12:45:57\tCompleted 3312 to KZ614800: 1493.7081579551987\n", - "12:45:57\tCompleted 3290 to KZ396200: 2060.0335466099036\n", - "12:45:57\tCompleted 3221 to KZ233600: 2014.771004837807\n", - "12:45:57\tCompleted 3255 to KZ751110: 38.41226039825155\n", - "12:45:57\tCompleted 3298 to KZ353600: 1275.2886125759228\n", - "12:45:57\tCompleted 3250 to KZ351800: 2880.3431372475807\n", - "12:45:57\tCompleted 3251 to KZ616400: 1567.2298238674587\n", - "12:45:57\tCompleted 3243 to KZ354400: 2073.879978356121\n", - "12:45:58\tCompleted 3281 to KZ113400: 1496.596994627978\n", - "12:45:58\tCompleted 3263 to KZ396600: 2476.644080069804\n", - "12:45:58\tCompleted 3230 to KZ596400: 2149.9229497318925\n", - "12:45:58\tCompleted 3236 to KZ635000: 1352.4537080247226\n", - "12:45:58\tCompleted 3257 to KZ395000: 2563.332758462846\n", - "12:45:58\tCompleted 3244 to KZ351800: 2867.1835917034787\n", - "12:45:58\tCompleted 3256 to KZ315600: 1015.060094219188\n", - "12:45:58\tCompleted 3229 to KZ394200: 2932.125696179367\n", - "12:45:58\tCompleted 3261 to KZ156800: 2863.5936547087717\n", - "12:45:58\tCompleted 3264 to KZ552200: 1848.350030818365\n", - "12:45:58\tCompleted 3262 to KZ635800: 1597.7951575953919\n", - "12:45:58\tCompleted 3296 to KZ195000: 1661.8891084458228\n", - "12:45:58\tCompleted 3274 to KZ234600: 4681.357172582393\n", - "12:45:58\tCompleted 3260 to KZ113800: 2197.1106276990677\n", - "12:45:58\tCompleted 3237 to KZ631000: 2751.1737176283245\n", - "12:45:58\tCompleted 3254 to KZ116400: 3006.2318094773127\n", - "12:45:58\tCompleted 3306 to KZ594200: 2047.7810326183908\n", - "12:45:58\tCompleted 3258 to KZ554800: 2085.331199367798\n", - "12:45:58\tCompleted 3255 to KZ751310: 44.8975417724901\n", - "12:45:59\tCompleted 3249 to KZ633800: 4582.2664384477375\n", - "12:45:59\tCompleted 3312 to KZ234600: 4601.385270480706\n", - "12:45:59\tCompleted 3270 to KZ553200: 2024.5256348722662\n", - "12:45:59\tCompleted 3314 to KZ114400: 3215.0141653075957\n", - "12:45:59\tCompleted 3298 to KZ351600: 850.0787605994716\n", - "12:45:59\tCompleted 3248 to KZ234000: 4119.950364427057\n", - "12:45:59\tCompleted 3268 to KZ632400: 1500.821228414299\n", - "12:45:59\tCompleted 3276 to KZ595000: 1944.6472892001577\n", - "12:45:59\tCompleted 3312 to KZ615400: 1234.8719250457507\n", - "12:45:59\tCompleted 3295 to KZ117000: 1690.4996144896563\n", - "12:45:59\tCompleted 3288 to KZ393400: 2394.835543912629412:45:59\tCompleted 3219 to KZ114800: 2259.7108065498255\n", - "\n", - "12:45:59\tCompleted 3222 to KZ396400: 2023.3631204806716\n", - "12:45:59\tCompleted 3241 to KZ113200: 1780.1515148654998\n", - "12:45:59\tCompleted 3267 to KZ111810: 1673.0465889747293\n", - "12:45:59\tCompleted 3247 to KZ116400: 1875.0144293834803\n", - "12:45:59\tCompleted 3261 to KZ193200: 750.7497197497717\n", - "12:46:00\tCompleted 3255 to KZ751410: 51.90748787738679\n", - "12:46:00\tCompleted 3251 to KZ615600: 1140.0958854097767\n", - "12:46:00\tCompleted 3236 to KZ632200: 1427.4942864312993\n", - "12:46:00\tCompleted 3220 to KZ751510: 1835.6382362875283\n", - "12:46:00\tCompleted 3256 to KZ316000: 1274.7249903602592\n", - "12:46:00\tCompleted 3269 to KZ316200: 3342.324344687331\n", - "12:46:00\tCompleted 3245 to KZ556800: 2167.136357837414\n", - "12:46:00\tCompleted 3238 to KZ474600: 4112.531678194047\n", - "12:46:00\tCompleted 3275 to KZ636400: 5040.643510668595\n", - "12:46:00\tCompleted 3262 to KZ636200: 1458.8780743651475\n", - "12:46:01\tCompleted 3267 to KZ116600: 303.71481456987397\n", - "12:46:01\tCompleted 3293 to KZ555200: 2252.7498131112675\n", - "12:46:01\tCompleted 3250 to KZ393200: 2957.0196706379093\n", - "12:46:01\tCompleted 3312 to KZ615200: 972.2885715474707\n", - "12:46:01\tCompleted 3296 to KZ194400: 1479.6740349868487\n", - "12:46:01\tCompleted 3255 to KZ751710: 83.9435575375303212:46:01\tCompleted 3242 to KZ156400: 3128.6409682226836\n", - "\n", - "12:46:01\tCompleted 3281 to KZ113600: 1625.0681526980356\n", - "12:46:01\tCompleted 3251 to KZ615800: 535.7138710422707\n", - "12:46:01\tCompleted 3224 to KZ273200: 2301.77056137427\n", - "12:46:01\tCompleted 3233 to KZ556000: 1997.1901500560027\n", - "12:46:01\tCompleted 3261 to KZ193400: 955.63859676521212:46:01\tCompleted 3239 to KZ552200: 3686.275980443415\n", - "\n", - "12:46:01\tCompleted 3243 to KZ351800: 2094.914692999144\n", - "12:46:01\tCompleted 3298 to KZ354000: 1358.8782785609753\n", - "12:46:01\tCompleted 3244 to KZ393200: 2943.8601250938073\n", - "12:46:01\tCompleted 3273 to KZ154200: 3343.435392795754\n", - "12:46:01\tCompleted 3265 to KZ276200: 3926.7485930555426\n", - "12:46:01\tCompleted 3302 to KZ355600: 3586.026481328269\n", - "12:46:01\tCompleted 3277 to KZ273600: 3812.4076757280836\n", - "12:46:01\tCompleted 3287 to KZ231000: 3896.429152232113\n", - "12:46:01\tCompleted 3268 to KZ632800: 1498.7168898052262\n", - "12:46:01\tCompleted 3307 to KZ275000: 3694.7583141624627\n", - "12:46:02\tCompleted 3256 to KZ316600: 823.5324513190609\n", - "12:46:02\tCompleted 3230 to KZ594600: 2355.401801259376\n", - "12:46:02\tCompleted 3255 to KZ751810: 47.65490108537082\n", - "12:46:02\tCompleted 3270 to KZ553600: 1742.1325734170339\n", - "12:46:02\tCompleted 3290 to KZ396600: 2067.952387401101\n", - "12:46:02\tCompleted 3311 to KZ153200: 2794.198596302875\n", - "12:46:02\tCompleted 3260 to KZ114500: 2064.232643153109612:46:02\tCompleted 3222 to KZ394000: 2091.0642468074593\n", - "\n", - "12:46:02\tCompleted 3264 to KZ554600: 1985.9387629962287\n", - "12:46:02\tCompleted 3262 to KZ636400: 1216.2922264851375\n", - "12:46:02\tCompleted 3257 to KZ395200: 2030.9715316237368\n", - "12:46:02\tCompleted 3261 to KZ193600: 513.069952123183712:46:02\tCompleted 3241 to KZ113400: 1609.8640219327365\n", - "\n", - "12:46:03\tCompleted 3258 to KZ556400: 2012.1975585426014\n", - "12:46:03\tCompleted 3236 to KZ635200: 1618.0587558177506\n", - "12:46:03\tCompleted 3247 to KZ116800: 1662.6155756914545\n", - "12:46:03\tCompleted 3254 to KZ116800: 3332.4631550387758\n", - "12:46:03\tCompleted 3306 to KZ596600: 1871.3295331626286\n", - "12:46:03\tCompleted 3219 to KZ111010: 1797.0629309798803\n", - "12:46:03\tCompleted 3251 to KZ612600: 790.8439976631962\n", - "12:46:03\tCompleted 3295 to KZ114400: 1816.7394545982554\n", - "12:46:03\tCompleted 3263 to KZ394200: 2848.4968948623964\n", - "12:46:03\tCompleted 3223 to KZ596400: 2069.502816296848\n", - "12:46:03\tCompleted 3235 to KZ154800: 3435.2860097120124\n", - "12:46:03\tCompleted 3255 to KZ751910: 29.77991654570426\n", - "12:46:03\tCompleted 3229 to KZ394400: 3013.38679109744\n", - "12:46:03\tCompleted 3276 to KZ593600: 2059.1958934844515\n", - "12:46:03\tCompleted 3296 to KZ194600: 1490.1910009913552\n", - "12:46:03\tCompleted 3250 to KZ393400: 2583.702812780391\n", - "12:46:04\tCompleted 3298 to KZ351000: 1290.509847460632\n", - "12:46:04\tCompleted 3261 to KZ194000: 29.384776310850242\n", - "12:46:04\tCompleted 3271 to KZ276000: 4190.1375060553\n", - "12:46:04\tCompleted 3288 to KZ391600: 2250.70604092812\n", - "12:46:04\tCompleted 3256 to KZ316200: 1306.9402924525502\n", - "12:46:04\tCompleted 3269 to KZ311000: 3202.89560505821\n", - "12:46:04\tCompleted 3268 to KZ636800: 1428.9895162253024\n", - "12:46:04\tCompleted 3251 to KZ616000: 500.60922628822016\n", - "12:46:04\tCompleted 3221 to KZ633200: 2600.7260899523185\n", - "12:46:04\tCompleted 3244 to KZ393400: 2570.5432672362886\n", - "12:46:04\tCompleted 3255 to KZ751510: 30.341192586386082\n", - "12:46:04\tCompleted 3314 to KZ114600: 3840.4776361590298\n", - "12:46:05\tCompleted 3262 to KZ631000: 1431.1824143365914\n", - "12:46:05\tCompleted 3281 to KZ113800: 1704.6862374540697\n", - "12:46:05\tCompleted 3236 to KZ632400: 1487.014313667248\n", - "12:46:05\tCompleted 3312 to KZ616400: 1944.8811224435226\n", - "12:46:05\tCompleted 3274 to KZ234800: 3815.058548417962\n", - "12:46:05\tCompleted 3267 to KZ115600: 1837.118937178284\n", - "12:46:05\tCompleted 3261 to KZ196400: 669.4892336769194\n", - "12:46:05\tCompleted 3293 to KZ551600: 1986.1830911257337\n", - "12:46:05\tCompleted 3249 to KZ634000: 4829.469236344781\n", - "12:46:05\tCompleted 3312 to KZ234800: 3735.086646316282412:46:05\tCompleted 3222 to KZ396800: 2222.5360475977895\n", - "\n", - "12:46:05\tCompleted 3220 to KZ231000: 2082.29060993486\n", - "12:46:05\tCompleted 3248 to KZ234200: 4570.896070947993\n", - "12:46:06\tCompleted 3290 to KZ394200: 1702.2048675629806\n", - "12:46:06\tCompleted 3256 to KZ311000: 912.3546625831298\n", - "12:46:06\tCompleted 3241 to KZ113600: 1655.8315433665723\n", - "12:46:06\tCompleted 3237 to KZ634600: 3018.8583429286195\n", - "12:46:06\tCompleted 3270 to KZ552200: 1867.0606910855124\n", - "12:46:06\tCompleted 3260 to KZ114000: 2011.1719969469355\n", - "12:46:06\tCompleted 3298 to KZ352000: 1435.276437761373212:46:06\tCompleted 3251 to KZ613800: 876.2230016205998\n", - 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"\n", - "12:46:58\tCompleted 3312 to KZ635200: 1672.7484611511688\n", - "12:46:58\tCompleted 3244 to KZ396600: 3027.787688644072\n", - "12:46:58\tCompleted 3268 to KZ355200: 1751.2723857405465\n", - "12:46:58\tCompleted 3235 to KZ751310: 397.86725948181413\n", - "12:46:58\tCompleted 3233 to KZ616000: 726.2958206545983\n", - "12:46:58\tCompleted 3312 to KZ275000: 3683.172527724836\n", - "12:46:58\tCompleted 3320 to KZ433200: 1979.0278655584389\n", - "12:46:58\tCompleted 3273 to KZ191600: 72.77447338793588\n", - "12:46:58\tCompleted 3266 to KZ114600: 1885.1058376419403\n", - "12:46:58\tCompleted 3257 to KZ394200: 1948.002464860698\n", - "12:46:58\tCompleted 3298 to KZ391600: 2173.8865987353656\n", - "12:46:58\tCompleted 3237 to KZ354800: 2014.473734127381\n", - "12:46:58\tCompleted 3267 to KZ154800: 1878.4212245194142\n", - "12:46:59\tCompleted 3241 to KZ115600: 1943.13252315187\n", - "12:46:59\tCompleted 3274 to KZ632400: 1509.2306844843094\n", - "12:46:59\tCompleted 3230 to KZ554800: 1747.8843366078377\n", - 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"12:47:04\tCompleted 3293 to KZ556400: 2213.9974044119194\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:47:04\tCompleted 3320 to KZ434600: 2145.978704105356412:47:04\tCompleted 3287 to KZ633800: 1448.98034657739\n", - "\n", - "12:47:04\tCompleted 3242 to KZ234000: 4144.146883169431\n", - "12:47:04\tCompleted 3250 to KZ433200: 1985.3815668367747\n", - "12:47:04\tCompleted 3237 to KZ355600: 1656.2427015547255\n", - "12:47:04\tCompleted 3235 to KZ751510: 383.31091029570996\n", - "12:47:04\tCompleted 3274 to KZ636800: 1437.39897229531312:47:04\tCompleted 3276 to KZ553600: 1697.7244997750095\n", - "\n", - "12:47:04\tCompleted 3241 to KZ115400: 1526.0126664537386\n", - "12:47:05\tCompleted 3262 to KZ356400: 1172.6133405347741\n", - "12:47:05\tCompleted 3268 to KZ352200: 1333.2780886539053\n", - "12:47:05\tCompleted 3312 to KZ274800: 4218.677439108264\n", - "12:47:05\tCompleted 3269 to KZ352100: 3864.2777007001714\n", - "12:47:05\tCompleted 3248 to KZ632200: 1404.924245834779\n", - 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"12:47:17\tCompleted 3274 to KZ634600: 1589.097288052352312:47:17\tCompleted 3293 to KZ611600: 206.91460297690887\n", - "\n", - "12:47:17\tCompleted 3321 to KZ554200: 2268.999742610334\n", - "12:47:17\tCompleted 3311 to KZ193200: 977.862256535062\n", - "12:47:17\tCompleted 3269 to KZ352800: 3546.548033289953\n", - "12:47:17\tCompleted 3288 to KZ392400: 2652.8909880696515\n", - "12:47:18\tCompleted 3312 to KZ276000: 4104.09128885171\n", - "12:47:18\tCompleted 3239 to KZ613900: 3179.272124404594\n", - "12:47:18\tCompleted 3273 to KZ751110: 30.909902576697323\n", - "12:47:18\tCompleted 3257 to KZ435200: 606.693738879342512:47:18\tCompleted 3247 to KZ154800: 3101.662024321765\n", - "12:47:18\tCompleted 3222 to KZ473600: 249.245616148194\n", - "\n", - "12:47:18\tCompleted 3308 to KZ117000: 1663.0710720397751\n", - "12:47:18\tCompleted 3270 to KZ615600: 1588.9107685176361\n", - "12:47:18\tCompleted 3221 to KZ632400: 3090.0362776776574\n", - "12:47:18\tCompleted 3275 to KZ314200: 3183.75256397719112:47:18\tCompleted 3281 to KZ154000: 1802.5103888979975\n", - "\n", - "12:47:18\tCompleted 3318 to KZ356400: 1261.0033001030763\n", - "12:47:18\tCompleted 3295 to KZ154000: 3097.7969417805457\n", - "12:47:18\tCompleted 3248 to KZ635800: 1443.2389945972736\n", - "12:47:18\tCompleted 3238 to KZ595600: 2554.7329721568235\n", - "12:47:18\tCompleted 3293 to KZ613600: 230.97572133581065\n", - "12:47:18\tCompleted 3237 to KZ352400: 1501.9195336871837\n", - "12:47:18\tCompleted 3264 to KZ613800: 1305.8258333337035\n", - "12:47:19\tCompleted 3302 to KZ395200: 2809.2995950043114\n", - "12:47:19\tCompleted 3320 to KZ433600: 2296.5858288334075\n", - "12:47:19\tCompleted 3321 to KZ791110: 1009.3570564781214\n", - "12:47:19\tCompleted 3255 to KZ635400: 1864.303184168876\n", - "12:47:19\tCompleted 3273 to KZ751310: 33.45304837488865\n", - "12:47:19\tCompleted 3263 to KZ475000: 4207.865755577731\n", - "12:47:19\tCompleted 3245 to KZ273600: 2703.379219627613\n", - "12:47:19\tCompleted 3274 to KZ634400: 1181.2480285962697\n", - "12:47:19\tCompleted 3256 to KZ391600: 2330.516701099899\n", - 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"\n", - "12:47:22\tCompleted 3270 to KZ612600: 1228.216240036253812:47:22\tCompleted 3224 to KZ274200: 2958.571451507987\n", - "\n", - "12:47:22\tCompleted 3321 to KZ791510: 942.9363250258593\n", - "12:47:22\tCompleted 3320 to KZ434000: 3031.789521998568\n", - "12:47:22\tCompleted 3237 to KZ354400: 1259.6851442607542\n", - "12:47:22\tCompleted 3257 to KZ434000: 662.7474305552712\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:47:22\tCompleted 3293 to KZ612000: 31.940411263178124\n", - "12:47:22\tCompleted 3273 to KZ751810: 38.56726198494546\n", - "12:47:22\tCompleted 3314 to KZ193400: 4922.607099620008\n", - "12:47:22\tCompleted 3244 to KZ434800: 2474.136456417777\n", - "12:47:22\tCompleted 3296 to KZ234800: 2639.702071795497\n", - "12:47:22\tCompleted 3311 to KZ194000: 463.44766378660415\n", - "12:47:22\tCompleted 3306 to KZ553200: 2102.0582924077066\n", - "12:47:22\tCompleted 3274 to KZ314000: 906.9648973068997\n", - "12:47:23\tCompleted 3275 to KZ353200: 3554.507523985522\n", - 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"12:47:25\tCompleted 3324 to KZ194200: 866.035695447156512:47:25\tCompleted 3272 to KZ116400: 2015.0648707453547\n", - "\n", - "12:47:25\tCompleted 3318 to KZ354400: 1319.8406746151202\n", - "12:47:25\tCompleted 3293 to KZ614600: 166.56357875054616\n", - "12:47:25\tCompleted 3276 to KZ556000: 1814.2000541534383\n", - "12:47:25\tCompleted 3244 to KZ433600: 2289.7799845676413\n", - "12:47:25\tCompleted 3302 to KZ395400: 2704.821500931374\n", - "12:47:25\tCompleted 3323 to KZ111010: 1900.6313627863603\n", - "12:47:25\tCompleted 3248 to KZ631000: 1276.6262513384731\n", - "12:47:25\tCompleted 3315 to KZ233600: 3724.8955761817633\n", - "12:47:25\tCompleted 3298 to KZ394800: 2854.413416022386\n", - "12:47:26\tCompleted 3262 to KZ393200: 2655.6284136713875\n", - "12:47:26\tCompleted 3274 to KZ315400: 569.6312416800714\n", - "12:47:26\tCompleted 3312 to KZ314000: 826.9929952052167\n", - "12:47:26\tCompleted 3226 to KZ113200: 1743.8931080032378\n", - "12:47:26\tCompleted 3242 to KZ234800: 3843.964263964038\n", - 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"\n", - "12:47:33\tCompleted 3315 to KZ633400: 1079.7665888870272\n", - "12:47:33\tCompleted 3237 to KZ391600: 1230.0224262610639\n", - "12:47:33\tCompleted 3264 to KZ274400: 3944.453466121008\n", - "12:47:34\tCompleted 3266 to KZ115400: 1690.886252091148\n", - "12:47:34\tCompleted 3321 to KZ612000: 1145.142813876619\n", - "12:47:34\tCompleted 3293 to KZ615800: 297.50110749560133\n", - "12:47:34\tCompleted 3248 to KZ313600: 1053.3174582589916\n", - "12:47:34\tCompleted 3287 to KZ636200: 1340.1354583315385\n", - "12:47:34\tCompleted 3223 to KZ556400: 2249.474551072675\n", - "12:47:34\tCompleted 3260 to KZ154000: 3341.1016676844074\n", - "12:47:34\tCompleted 3314 to KZ194000: 4203.303629856056\n", - "12:47:34\tCompleted 3244 to KZ474600: 422.6571391792205\n", - "12:47:34\tCompleted 3275 to KZ351600: 3817.5172117132515\n", - "12:47:34\tCompleted 3325 to KZ315000: 604.1221210473859\n", - "12:47:34\tCompleted 3267 to KZ194000: 1328.15187748321\n", - "12:47:34\tCompleted 3270 to KZ273200: 4015.094189294237\n", - 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"text": [ - "12:49:16\tCompleted 3234 to KZ111010: 1907.6571735421837\n", - "12:49:16\tCompleted 3325 to KZ395000: 2716.913281249774\n", - "12:49:16\tCompleted 3336 to KZ611600: 670.2903699170125\n", - "12:49:16\tCompleted 3246 to KZ116000: 1509.8586239811302\n", - "12:49:16\tCompleted 3241 to KZ751110: 1356.3181676905767\n", - "12:49:16\tCompleted 3323 to KZ156800: 1922.961131180085\n", - "12:49:16\tCompleted 3269 to KZ471800: 104.20214308618696\n", - "12:49:16\tCompleted 3275 to KZ395200: 2786.470453645791\n", - "12:49:16\tCompleted 3315 to KZ352400: 1339.3428381504323\n", - "12:49:16\tCompleted 3272 to KZ194000: 21.242640687119287\n", - "12:49:16\tCompleted 3324 to KZ635000: 2191.4843443163923\n", - "12:49:16\tCompleted 3320 to KZ552200: 3854.299862140708\n", - "12:49:16\tCompleted 3263 to KZ551000: 1799.3695500415752\n", - "12:49:16\tCompleted 3329 to KZ153200: 2370.6259120419377\n", - "12:49:16\tCompleted 3240 to KZ116800: 1458.49597711705\n", - "12:49:17\tCompleted 3273 to KZ634400: 1179.7755782610507\n", - 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"12:49:55\tCompleted 3350 to KZ434400: 1389.1349290589956\n", - "12:49:55\tCompleted 3275 to KZ434600: 2041.2180871518367\n", - "12:49:55\tCompleted 3287 to KZ391000: 2550.0937631927077\n", - "12:49:55\tCompleted 3290 to KZ613600: 231.59826100207107\n", - "12:49:55\tCompleted 3367 to KZ311000: 220.16256845687684\n", - "12:49:55\tCompleted 3363 to KZ196200: 1131.8312353843087\n", - "12:49:55\tCompleted 3323 to KZ192600: 1192.0891473214763\n", - "12:49:55\tCompleted 3357 to KZ555600: 2312.263215711731\n", - "12:49:55\tCompleted 3349 to KZ354800: 1944.8246079386663\n", - "12:49:56\tCompleted 3355 to KZ353600: 1545.3480754782702\n", - "12:49:56\tCompleted 3296 to KZ314800: 1050.670646597549\n", - "12:49:56\tCompleted 3336 to KZ274400: 3345.3000500895023\n", - "12:49:56\tCompleted 3339 to KZ153400: 2872.699082000542\n", - "12:49:56\tCompleted 3322 to KZ114600: 1884.97032073905\n", - "12:49:56\tCompleted 3308 to KZ195800: 1634.6233787908905\n", - "12:49:56\tCompleted 3295 to KZ633600: 1538.774021694211\n", - "12:49:56\tCompleted 3354 to KZ751710: 963.6763942175108\n", - "12:49:56\tCompleted 3345 to KZ614400: 499.93743498742907\n", - "12:49:56\tCompleted 3294 to KZ114600: 1858.2294043647996\n", - "12:49:56\tCompleted 3361 to KZ114500: 1920.3922065007414\n", - "12:49:56\tCompleted 3314 to KZ231000: 1266.294552340933\n", - "12:49:56\tCompleted 3350 to KZ431000: 730.8263466963525\n", - "12:49:56\tCompleted 3290 to KZ614000: 276.9570996746472\n", - "12:49:56\tCompleted 3371 to KZ392400: 2370.036293668158\n", - "12:49:57\tCompleted 3344 to KZ473600: 2887.301809757651\n", - "12:49:57\tCompleted 3324 to KZ636400: 1923.3367403752286\n", - "12:49:57\tCompleted 3279 to KZ195800: 1660.0988185134493\n", - "12:49:57\tCompleted 3367 to KZ315000: 632.8344425960985\n", - "12:49:57\tCompleted 3374 to KZ113400: 1686.254894897998\n", - "12:49:57\tCompleted 3356 to KZ396600: 2255.5350567119276\n", - "12:49:57\tCompleted 3298 to KZ471800: 3945.8060887097404\n", - "12:49:57\tCompleted 3331 to KZ634000: 2025.79946259924\n", - "12:49:57\tCompleted 3313 to KZ193400: 2030.4669132116576\n", - "12:49:57\tCompleted 3288 to KZ595600: 2272.3268575555544\n", - "12:49:57\tCompleted 3329 to KZ154800: 2313.049601293815\n", - "12:49:57\tCompleted 3275 to KZ434400: 2026.168983261492\n", - "12:49:57\tCompleted 3257 to KZ553200: 2112.339010000621\n", - "12:49:57\tCompleted 3296 to KZ315400: 737.909527917575\n", - "12:49:57\tCompleted 3355 to KZ351600: 1120.1382235018189\n", - "12:49:58\tCompleted 3342 to KZ235200: 3301.095678597044\n", - "12:49:58\tCompleted 3345 to KZ614600: 289.5890624559937\n", - "12:49:58\tCompleted 3318 to KZ473600: 2779.16196419677612:49:58\tCompleted 3249 to KZ354400: 3647.9799626216327\n", - "\n", - "12:49:58\tCompleted 3281 to KZ235200: 2580.732207638801\n", - "12:49:58\tCompleted 3363 to KZ192600: 1405.182163204337\n", - "12:49:58\tCompleted 3320 to KZ556400: 4120.631125806924\n", - "12:49:58\tCompleted 3323 to KZ196600: 1237.8048713767407\n", - "12:49:58\tCompleted 3290 to KZ613900: 524.8712266107242\n", - "12:49:58\tCompleted 3244 to KZ556800: 4171.395919805263\n", - "12:49:58\tCompleted 3332 to KZ394000: 2295.459875581286\n", - "12:49:58\tCompleted 3350 to KZ435200: 629.1322166354221\n", - "12:49:58\tCompleted 3354 to KZ751810: 909.9202382944599\n", - "12:49:58\tCompleted 3353 to KZ114600: 2005.7049932765622\n", - "12:49:58\tCompleted 3347 to KZ116400: 2283.46642206936512:49:58\tCompleted 3269 to KZ595600: 3195.6853127138997\n", - "\n", - "12:49:58\tCompleted 3326 to KZ596000: 1865.2622194387818\n", - "12:49:58\tCompleted 3343 to KZ393200: 2500.2549129162335\n", - "12:49:58\tCompleted 3372 to KZ552200: 2063.0151917585054\n", - "12:49:58\tCompleted 3250 to KZ556400: 4126.98482708526\n", - "12:49:58\tCompleted 3367 to KZ314200: 225.63779939221158\n", - "12:49:58\tCompleted 3314 to KZ234000: 1518.9775975576665\n", - "12:49:59\tCompleted 3349 to KZ355200: 1502.6948868699546\n", - "12:49:59\tCompleted 3311 to KZ636800: 1753.7101928532684\n", - "12:49:59\tCompleted 3295 to KZ633800: 1471.2735757664448\n", - "12:49:59\tCompleted 3290 to KZ612000: 20.697770576058836\n", - "12:49:59\tCompleted 3274 to KZ395800: 2899.9876113176883\n", - "12:49:59\tCompleted 3306 to KZ276000: 2934.208986949252\n", - "12:49:59\tCompleted 3345 to KZ614800: 771.2098678271019\n", - "12:50:00\tCompleted 3351 to KZ554800: 2398.320908075587\n", - "12:50:00\tCompleted 3276 to KZ274000: 4520.612912618194\n", - "12:50:00\tCompleted 3313 to KZ193600: 1330.401644259002\n", - "12:50:00\tCompleted 3334 to KZ471800: 3847.34985839437\n", - "12:50:00\tCompleted 3296 to KZ315600: 1375.9789789627594\n", - "12:50:00\tCompleted 3350 to KZ434800: 660.4584775517573\n", - "12:50:00\tCompleted 3325 to KZ392400: 2510.596001413334\n", - "12:50:00\tCompleted 3267 to KZ634800: 2898.247969721496\n", - "12:50:00\tCompleted 3323 to KZ194200: 873.2481846489767\n", - "12:50:00\tCompleted 3275 to KZ431000: 2363.803654616691\n", - "12:50:00\tCompleted 3315 to KZ394000: 2923.126274441421\n", - "12:50:00\tCompleted 3312 to KZ395800: 2871.784114787183\n", - "12:50:00\tCompleted 3354 to KZ751910: 931.0611546448682\n", - "12:50:00\tCompleted 3361 to KZ114000: 1856.5351929331828\n", - "12:50:00\tCompleted 3302 to KZ551600: 3810.885336925746\n", - "12:50:00\tCompleted 3290 to KZ614400: 451.40402605052657\n", - "12:50:00\tCompleted 3355 to KZ354000: 1628.937741463323\n", - "12:50:00\tCompleted 3327 to KZ276000: 3358.8848815755914\n", - "12:50:00\tCompleted 3374 to KZ113600: 1814.7260529680557\n", - "12:50:01\tCompleted 3308 to KZ196000: 1821.4041341798106\n", - "12:50:01\tCompleted 3345 to KZ615400: 512.3736349176523\n", - "12:50:01\tCompleted 3287 to KZ395400: 2593.4576581180204\n", - "12:50:01\tCompleted 3322 to KZ114800: 2243.2058500923604\n", - "12:50:01\tCompleted 3363 to KZ196600: 1450.8978872596015\n", - "12:50:01\tCompleted 3314 to KZ234200: 1925.8507362295707\n", - "12:50:01\tCompleted 3357 to KZ551000: 2175.740000171857\n", - "12:50:01\tCompleted 3288 to KZ596000: 1915.14187350247\n", - "12:50:01\tCompleted 3249 to KZ351800: 2882.66151376483612:50:01\tCompleted 3279 to KZ196000: 1846.8795739023694\n", - "\n", - "12:50:01\tCompleted 3356 to KZ394200: 1889.7875368738164\n", - "12:50:01\tCompleted 3298 to KZ593200: 1930.9152047306\n", - "12:50:01\tCompleted 3296 to KZ316000: 595.2519513537651\n", - "12:50:01\tCompleted 3257 to KZ553600: 1847.3486769344715\n", - "12:50:01\tCompleted 3323 to KZ751210: 820.6955557838196\n", - "12:50:01\tCompleted 3350 to KZ433600: 921.1286579008932\n", - "12:50:02\tCompleted 3367 to KZ353200: 1515.329415132688812:50:02\tCompleted 3290 to KZ614600: 167.18611841680655\n", - "\n", - "12:50:02\tCompleted 3324 to KZ631000: 2138.226928226666\n", - "12:50:02\tCompleted 3295 to KZ634000: 1468.3583183319818\n", - "12:50:02\tCompleted 3347 to KZ116800: 2071.0675683773584\n", - "12:50:02\tCompleted 3345 to KZ615200: 249.7902814193723\n", - "12:50:02\tCompleted 3313 to KZ194000: 1311.163443447759\n", - "12:50:02\tCompleted 3354 to KZ751510: 919.5770925439523\n", - "12:50:02\tCompleted 3349 to KZ355600: 1665.3215723631527\n", - "12:50:02\tCompleted 3339 to KZ153600: 3165.102842858063\n", - "12:50:03\tCompleted 3269 to KZ596000: 3285.339091043145\n", - "12:50:03\tCompleted 3363 to KZ194200: 1086.341200531837\n", - "12:50:03\tCompleted 3353 to KZ114800: 1894.7628142719768\n", - "12:50:03\tCompleted 3275 to KZ435200: 2454.6154480067426\n", - "12:50:03\tCompleted 3311 to KZ635800: 1804.336626568811\n", - "12:50:03\tCompleted 3343 to KZ393400: 2016.6639547532993\n", - "12:50:03\tCompleted 3323 to KZ751110: 828.4529150967003\n", - "12:50:03\tCompleted 3314 to KZ234600: 2041.0210346676524\n", - "12:50:03\tCompleted 3290 to KZ614800: 456.2904452160992\n", - "12:50:03\tCompleted 3350 to KZ434000: 685.1859083113508\n", - "12:50:03\tCompleted 3296 to KZ316600: 1082.813872374116\n", - "12:50:03\tCompleted 3294 to KZ114800: 2216.46493371811\n", - "12:50:03\tCompleted 3355 to KZ351000: 1560.5693103629796\n", - "12:50:04\tCompleted 3348 to KZ234000: 3225.4161413738652\n", - "12:50:04\tCompleted 3331 to KZ635400: 2470.705015181456\n", - "12:50:04\tCompleted 3308 to KZ191000: 1513.0149812867655\n", - "12:50:04\tCompleted 3372 to KZ554600: 2145.1916642603137\n", - "12:50:04\tCompleted 3345 to KZ616400: 1222.3828323154244\n", - "12:50:04\tCompleted 3349 to KZ352100: 1030.0251517600334\n", - "12:50:04\tCompleted 3329 to KZ155200: 2739.988264195568\n", - "12:50:04\tCompleted 3361 to KZ117000: 1779.1675363797867\n", - "12:50:04\tCompleted 3244 to KZ554800: 4175.3724806529812:50:04\tCompleted 3279 to KZ191000: 1538.4904210093243\n", - "\n", - "12:50:04\tCompleted 3334 to KZ593200: 1998.416557077479\n", - "12:50:04\tCompleted 3344 to KZ474200: 3333.925970824173\n", - "12:50:04\tCompleted 3320 to KZ554200: 4290.47602766012\n", - "12:50:04\tCompleted 3326 to KZ596200: 2177.2294795441167\n", - "12:50:04\tCompleted 3322 to KZ111010: 1780.557974522414\n", - "12:50:04\tCompleted 3336 to KZ275400: 4020.4884820465127\n", - "12:50:04\tCompleted 3363 to KZ751210: 1033.7885716666801\n", - "12:50:04\tCompleted 3290 to KZ615400: 408.3856011313566\n", - "12:50:05\tCompleted 3314 to KZ234800: 1259.4012484773075\n", - "12:50:05\tCompleted 3323 to KZ751310: 821.6244879719541\n", - "12:50:05\tCompleted 3374 to KZ113800: 1894.3441377240897\n", - "12:50:05\tCompleted 3318 to KZ474200: 3225.786125263298\n", - "12:50:05\tCompleted 3249 to KZ393200: 2959.33804715516412:50:05\tCompleted 3332 to KZ396800: 2310.0619502553163\n", - "\n", - "12:50:05\tCompleted 3274 to KZ392400: 2626.1745373440162\n", - "12:50:05\tCompleted 3296 to KZ316200: 624.6424192784555\n", - "12:50:05\tCompleted 3281 to KZ235600: 2675.769973659206\n", - "12:50:05\tCompleted 3342 to KZ235600: 3396.1334446174487\n", - "12:50:05\tCompleted 3347 to KZ111810: 2092.931661400483\n", - "12:50:05\tCompleted 3355 to KZ352000: 1129.6975320633596\n", - "12:50:05\tCompleted 3250 to KZ554200: 4296.829728938456\n", - "12:50:05\tCompleted 3325 to KZ396200: 2319.0190873871293\n", - "12:50:05\tCompleted 3345 to KZ615600: 890.0295902379852\n", - "12:50:05\tCompleted 3313 to KZ196400: 1744.3175501233625\n", - "12:50:06\tCompleted 3351 to KZ556400: 2336.0547817670326\n", - "12:50:06\tCompleted 3298 to KZ595800: 2034.8348147709771\n", - "12:50:06\tCompleted 3367 to KZ353600: 1626.5171230365836\n", - "12:50:06\tCompleted 3275 to KZ434800: 2376.181683730025\n", - "12:50:06\tCompleted 3290 to KZ615200: 218.88531746041807\n", - "12:50:06\tCompleted 3371 to KZ396200: 2325.699982080963\n", - "12:50:06\tCompleted 3308 to KZ196200: 1278.607808495431\n", - "12:50:06\tCompleted 3267 to KZ633400: 2166.025915050821\n", - "12:50:06\tCompleted 3315 to KZ396800: 2669.2187320018343\n", - "12:50:06\tCompleted 3357 to KZ556000: 2223.8613823798705\n", - "12:50:06\tCompleted 3295 to KZ635400: 1913.263870914215\n", - "12:50:06\tCompleted 3279 to KZ196200: 1304.0832482179899\n", - "12:50:06\tCompleted 3257 to KZ552200: 1954.8740662138669\n", - "12:50:06\tCompleted 3312 to KZ392400: 2597.9710408135115\n", - "12:50:06\tCompleted 3363 to KZ751110: 1041.5459309795608\n", - "12:50:06\tCompleted 3345 to KZ615800: 190.8668794902359\n", - "12:50:06\tCompleted 3269 to KZ596200: 3114.0339236015534\n", - "12:50:06\tCompleted 3314 to KZ235200: 1203.0083472748079\n", - "12:50:07\tCompleted 3323 to KZ751410: 839.0494663755946\n", - "12:50:07\tCompleted 3288 to KZ596200: 2302.141323173639\n", - "12:50:07\tCompleted 3349 to KZ352200: 1452.5028757863502\n", - "12:50:07\tCompleted 3296 to KZ311000: 442.4033553211074\n", - "12:50:07\tCompleted 3287 to KZ392000: 2710.381353198244\n", - "12:50:07\tCompleted 3353 to KZ111010: 1873.2234552412147\n", - "12:50:07\tCompleted 3306 to KZ276200: 2653.5952002153476\n", - "12:50:07\tCompleted 3311 to KZ636200: 1665.4195433385667\n", - "12:50:07\tCompleted 3302 to KZ553200: 3929.8333303324425\n", - "12:50:07\tCompleted 3276 to KZ274200: 4637.95840699773\n", - "12:50:07\tCompleted 3347 to KZ116600: 1606.2951404143432\n", - "12:50:07\tCompleted 3327 to KZ276200: 3078.271094841687\n", - "12:50:07\tCompleted 3313 to KZ196800: 1212.475947882182\n", - "12:50:08\tCompleted 3343 to KZ391600: 1883.7692156150738\n", - "12:50:08\tCompleted 3290 to KZ616400: 968.4970280739731\n", - "12:50:08\tCompleted 3324 to KZ634600: 2405.911553526951\n", - "12:50:08\tCompleted 3345 to KZ612600: 445.99700611116157\n", - "12:50:08\tCompleted 3361 to KZ114400: 1691.826409969490712:50:08\tCompleted 3331 to KZ635000: 1945.4315878490245\n", - "\n", - "12:50:08\tCompleted 3314 to KZ235600: 1317.4000238870105\n", - "12:50:08\tCompleted 3339 to KZ154000: 2916.679415683041\n", - "12:50:08\tCompleted 3322 to KZ116000: 1749.3890556451531\n", - "12:50:08\tCompleted 3296 to KZ315000: 855.0752294603292\n", - "12:50:08\tCompleted 3367 to KZ351600: 1201.3072710601323\n", - "12:50:08\tCompleted 3249 to KZ393400: 2586.021189297646\n", - "12:50:08\tCompleted 3323 to KZ751710: 880.0374981444975\n", - "12:50:08\tCompleted 3363 to KZ751310: 1034.7175038548146\n", - "12:50:08\tCompleted 3294 to KZ111010: 1753.8170581481636\n", - "12:50:08\tCompleted 3356 to KZ394400: 2317.793888199819\n", - "12:50:09\tCompleted 3320 to KZ791110: 3102.311084782853\n", - "12:50:09\tCompleted 3275 to KZ433600: 2191.825211879889\n", - "12:50:09\tCompleted 3295 to KZ635000: 1387.9904435817662\n", - "12:50:09\tCompleted 3334 to KZ595800: 2102.3361671178563\n", - "12:50:09\tCompleted 3290 to KZ615600: 659.4230574883527\n", - "12:50:09\tCompleted 3349 to KZ352300: 1148.030035396533\n", - "12:50:09\tCompleted 3308 to KZ192600: 1551.9587363154594\n", - "12:50:09\tCompleted 3345 to KZ616000: 155.76223473618546\n", - "12:50:09\tCompleted 3374 to KZ114500: 1968.1866328089113\n", - "12:50:09\tCompleted 3298 to KZ593400: 1844.222077418837\n", - "12:50:09\tCompleted 3279 to KZ192600: 1577.4341760380182\n", - "12:50:09\tCompleted 3314 to KZ233600: 1026.0667315104165\n", - "12:50:09\tCompleted 3355 to KZ354800: 1800.9006393756986\n", - "12:50:09\tCompleted 3313 to KZ191600: 1238.2739239422708\n", - "12:50:10\tCompleted 3296 to KZ314200: 447.87858625644213\n", - "12:50:10\tCompleted 3329 to KZ156400: 2319.2782638347617\n", - "12:50:10\tCompleted 3353 to KZ116000: 1606.0461528947726\n", - "12:50:10\tCompleted 3326 to KZ596400: 2047.3282467186539\n", - "12:50:10\tCompleted 3311 to KZ636400: 1422.8336954585639\n", - "12:50:10\tCompleted 3323 to KZ751810: 826.2813422214465\n", - "12:50:10\tCompleted 3290 to KZ615800: 298.1236471618617\n", - "12:50:10\tCompleted 3363 to KZ751410: 1052.1424822584552\n", - "12:50:10\tCompleted 3345 to KZ613800: 531.3760100685652\n", - "12:50:11\tCompleted 3277 to KZ113200: 1691.43200414473\n", - "12:50:11\tCompleted 3347 to KZ115600: 2257.0040096040293\n", - "12:50:11\tCompleted 3244 to KZ556400: 4113.825281541157\n", - "12:50:11\tCompleted 3250 to KZ791110: 3108.664786061189\n", - "12:50:11\tCompleted 3269 to KZ596400: 3709.69360368468\n", - "12:50:11\tCompleted 3274 to KZ396200: 2434.5976233178117\n", - "12:50:11\tCompleted 3332 to KZ394800: 2082.556148549712\n", - "12:50:11\tCompleted 3290 to KZ612600: 11.300000071525574\n", - "12:50:11\tCompleted 3313 to KZ195200: 1176.0389470769974\n", - "12:50:11\tCompleted 3318 to KZ474600: 2902.961564445216\n", - "12:50:11\tCompleted 3372 to KZ555600: 2396.445762622483\n", - "12:50:11\tCompleted 3356 to KZ433200: 1450.911386823136\n", - "12:50:11\tCompleted 3350 to KZ471000: 3118.1347789803217\n", - "12:50:11\tCompleted 3351 to KZ554200: 2531.8858175493347\n", - "12:50:11\tCompleted 3344 to KZ474600: 3011.101410006091\n", - "12:50:11\tCompleted 3354 to KZ231000: 2949.381190642093\n", - "12:50:11\tCompleted 3249 to KZ391600: 2845.217432548211\n", - "12:50:11\tCompleted 3331 to KZ632200: 1828.5074198479874\n", - "12:50:11\tCompleted 3288 to KZ596400: 2075.9363027734194\n", - "12:50:11\tCompleted 3323 to KZ751910: 847.4222585718549\n", - "12:50:12\tCompleted 3325 to KZ396600: 2326.9379281783185\n", - "12:50:12\tCompleted 3295 to KZ632200: 1463.031021988343\n", - "12:50:12\tCompleted 3336 to KZ273600: 3188.447741029051\n", - "12:50:12\tCompleted 3275 to KZ434000: 2927.0289050450497\n", - "12:50:12\tCompleted 3349 to KZ352800: 1426.732910280208\n", - "12:50:12\tCompleted 3363 to KZ751710: 1093.130514027358\n", - "12:50:12\tCompleted 3324 to KZ634400: 1998.06229407088812:50:12\tCompleted 3312 to KZ396200: 2406.394126787307\n", - "\n", - "12:50:12\tCompleted 3257 to KZ554600: 2037.0505387156766\n", - "12:50:12\tCompleted 3296 to KZ353200: 1448.0016414614458\n", - "12:50:12\tCompleted 3322 to KZ116400: 1871.7904034046724\n", - "12:50:12\tCompleted 3308 to KZ196600: 1597.6744603707239\n", - "12:50:12\tCompleted 3367 to KZ354000: 1611.488765720074\n", - "12:50:12\tCompleted 3281 to KZ233600: 2558.3865715150496\n", - "12:50:12\tCompleted 3320 to KZ791310: 3080.029535822453\n", - "12:50:12\tCompleted 3290 to KZ616000: 325.26286289446824\n", - "12:50:13\tCompleted 3357 to KZ556800: 2424.549307251808\n", - "12:50:13\tCompleted 3334 to KZ593400: 1911.723429765716\n", - "12:50:13\tCompleted 3342 to KZ233600: 3278.7500424733644\n", - "12:50:13\tCompleted 3351 to KZ791110: 122.17052308339515\n", - "12:50:13\tCompleted 3279 to KZ196600: 1623.1499000932827\n", - "12:50:13\tCompleted 3294 to KZ116000: 1722.6481392709027\n", - "12:50:13\tCompleted 3361 to KZ114600: 2041.8756606945271\n", - "12:50:13\tCompleted 3355 to KZ355200: 1607.7737760561058\n", - "12:50:13\tCompleted 3267 to KZ633600: 2354.6473697152096\n", - "12:50:13\tCompleted 3287 to KZ395600: 2587.5347024893313\n", - "12:50:13\tCompleted 3275 to KZ471000: 237.2291996427987\n", - "12:50:13\tCompleted 3356 to KZ431900: 931.867553927917\n", - "12:50:13\tCompleted 3374 to KZ114000: 1904.3296192413527\n", - "12:50:13\tCompleted 3371 to KZ396600: 2333.618822872152\n", - "12:50:13\tCompleted 3302 to KZ553600: 3880.8363285674195\n", - "12:50:13\tCompleted 3324 to KZ313600: 381.61731885753653\n", - "12:50:13\tCompleted 3298 to KZ594200: 2024.0798264823484\n", - "12:50:13\tCompleted 3323 to KZ751510: 835.9381964709389\n", - "12:50:13\tCompleted 3311 to KZ631000: 1637.7238833100105\n", - "12:50:14\tCompleted 3277 to KZ113400: 1482.6529330425587\n", - "12:50:14\tCompleted 3348 to KZ234200: 3676.361847894801\n", - "12:50:14\tCompleted 3290 to KZ613800: 482.84260113166266\n", - "12:50:14\tCompleted 3351 to KZ791310: 78.630291202786312:50:14\tCompleted 3363 to KZ751810: 1039.374358104307\n", - 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"text": [ - "12:50:54\tCompleted 3288 to KZ554600: 2051.818865360764\n", - "12:50:54\tCompleted 3313 to KZ751410: 1179.0497119182648\n", - "12:50:54\tCompleted 3298 to KZ596400: 1999.1168605806638\n", - "12:50:54\tCompleted 3371 to KZ471000: 3115.56513939759\n", - "12:50:54\tCompleted 3296 to KZ354400: 1272.2033554729944\n", - "12:50:54\tCompleted 3372 to KZ791710: 5.028427172429906\n", - "12:50:54\tCompleted 3328 to KZ117000: 1933.287392415362\n", - "12:50:54\tCompleted 3334 to KZ596200: 2292.823233327764\n", - "12:50:54\tCompleted 3329 to KZ192600: 1099.9639597951316\n", - "12:50:55\tCompleted 3249 to KZ392400: 2691.531556048254\n", - "12:50:55\tCompleted 3323 to KZ234800: 2963.6247086619655\n", - "12:50:55\tCompleted 3342 to KZ632200: 1796.9912727546734\n", - "12:50:55\tCompleted 3331 to KZ634600: 2159.858797059588\n", - "12:50:55\tCompleted 3320 to KZ615400: 3236.7206580134734\n", - "12:50:55\tCompleted 3347 to KZ154200: 3771.940773167916\n", - "12:50:55\tCompleted 3257 to KZ791110: 273.842427864609\n", - 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"12:51:37\tCompleted 3298 to KZ555600: 1879.0234887572765\n", - "12:51:37\tCompleted 3275 to KZ711210: 3320.547999024495\n", - "12:51:37\tCompleted 3367 to KZ394800: 2247.8397235340967\n", - "12:51:37\tCompleted 3323 to KZ633600: 2224.3199331130654\n", - "12:51:37\tCompleted 3320 to KZ274800: 1922.8573546928003\n", - "12:51:37\tCompleted 3376 to KZ393400: 1880.1649645939733\n", - "12:51:37\tCompleted 3344 to KZ596200: 2359.1166074059615\n", - "12:51:37\tCompleted 3326 to KZ791310: 141.89111711212192\n", - "12:51:37\tCompleted 3318 to KZ596200: 2352.8434151603556\n", - "12:51:38\tCompleted 3347 to KZ193400: 1137.8311899138055\n", - "12:51:38\tCompleted 3363 to KZ633400: 2022.13025135556412:51:38\tCompleted 3313 to KZ234800: 2601.4476993347475\n", - "\n", - "12:51:38\tCompleted 3378 to KZ554800: 2489.220926022457\n", - "12:51:38\tCompleted 3324 to KZ396400: 2492.3070531736475\n", - "12:51:38\tCompleted 3329 to KZ234600: 3900.9001837405394\n", - "12:51:38\tCompleted 3372 to KZ275400: 3624.500992174925\n", - 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"\n", - "12:53:00\tCompleted 3323 to KZ634600: 2413.1240427287707\n", - "12:53:00\tCompleted 3314 to KZ315000: 3712.995358040522\n", - "12:53:00\tCompleted 3328 to KZ193600: 679.9794110161995\n", - "12:53:00\tCompleted 3352 to KZ116000: 1662.813772128584\n", - "12:53:01\tCompleted 3367 to KZ434400: 1385.3391964687883\n", - "12:53:01\tCompleted 3398 to KZ391000: 2482.896135919263\n", - "12:53:01\tCompleted 3391 to KZ356400: 1558.9121853749327\n", - "12:53:01\tCompleted 3390 to KZ234600: 3714.4547732479546\n", - "12:53:01\tCompleted 3394 to KZ274200: 3888.066953533256\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:53:01\tCompleted 3393 to KZ555600: 2672.42134331527\n", - "12:53:01\tCompleted 3306 to KZ113200: 1680.3578895614028\n", - "12:53:01\tCompleted 3355 to KZ434000: 721.2143354837808\n", - "12:53:01\tCompleted 3380 to KZ154800: 2154.3374076989085\n", - "12:53:01\tCompleted 3329 to KZ632400: 2241.1322516343926\n", - "12:53:01\tCompleted 3374 to KZ191000: 1382.779237731913\n", - "12:53:01\tCompleted 3312 to KZ596400: 2021.016355517275512:53:01\tCompleted 3389 to KZ115200: 1971.988408902081\n", - "\n", - "12:53:01\tCompleted 3348 to KZ315600: 1019.344671223805712:53:01\tCompleted 3392 to KZ396200: 2446.709319268683\n", - "\n", - "12:53:01\tCompleted 3315 to KZ596600: 2118.425228736617\n", - "12:53:01\tCompleted 3339 to KZ635200: 1915.8060479883145\n", - "12:53:01\tCompleted 3361 to KZ751910: 1126.3741668807943\n", - "12:53:01\tCompleted 3328 to KZ194000: 165.2663131901919\n", - "12:53:02\tCompleted 3353 to KZ231000: 2871.4265655542904\n", - "12:53:02\tCompleted 3358 to KZ114600: 2009.4221504966529\n", - "12:53:02\tCompleted 3396 to KZ196600: 1699.5801749612729\n", - "12:53:02\tCompleted 3367 to KZ431000: 727.0306141061452\n", - "12:53:02\tCompleted 3337 to KZ153400: 2858.870654875797\n", - "12:53:03\tCompleted 3397 to KZ634400: 2434.7688632915324\n", - "12:53:03\tCompleted 3325 to KZ711310: 1426.4840821966413\n", - "12:53:03\tCompleted 3348 to KZ316000: 542.0474708859881\n", - 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"text": [ - "12:53:20\tCompleted 3380 to KZ155600: 2333.24594427875612:53:20\tCompleted 3373 to KZ114000: 1888.5539268678908\n", - "\n", - "12:53:20\tCompleted 3332 to KZ596000: 1938.488121222745\n", - "12:53:21\tCompleted 3329 to KZ636200: 2081.009889930705\n", - "12:53:21\tCompleted 3398 to KZ395600: 2611.120841255208\n", - "12:53:21\tCompleted 3349 to KZ471800: 2927.6031985012637\n", - "12:53:21\tCompleted 3307 to KZ193600: 444.6255817521882\n", - "12:53:21\tCompleted 3356 to KZ555600: 2424.929110489623\n", - "12:53:21\tCompleted 3344 to KZ614800: 781.3723571958152\n", - "12:53:21\tCompleted 3383 to KZ594200: 2342.9247199476026\n", - "12:53:21\tCompleted 3334 to KZ276600: 3730.605750878309\n", - "12:53:21\tCompleted 3328 to KZ196600: 187.92451625156122\n", - "12:53:21\tCompleted 3354 to KZ316600: 792.2324650763192\n", - "12:53:21\tCompleted 3397 to KZ353200: 1757.0420450663262\n", - "12:53:21\tCompleted 3395 to KZ114500: 2163.935597483965\n", - "12:53:21\tCompleted 3374 to KZ751810: 1055.915187660577\n", - 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"\n", - "12:54:14\tCompleted 3356 to KZ615400: 269.8938053596729\n", - "12:54:14\tCompleted 3402 to KZ196600: 1683.31509848890512:54:14\tCompleted 3349 to KZ595600: 2248.3546709556613\n", - "\n", - "12:54:14\tCompleted 3358 to KZ156000: 1937.0275724059784\n", - "12:54:14\tCompleted 3334 to KZ274200: 4525.305015886854\n", - "12:54:14\tCompleted 3314 to KZ352800: 3643.975912133054\n", - "12:54:14\tCompleted 3377 to KZ551600: 2193.4473405341682\n", - "12:54:14\tCompleted 3337 to KZ193600: 645.5430531237931\n", - "12:54:14\tCompleted 3353 to KZ634800: 2703.4385977418438\n", - "12:54:14\tCompleted 3347 to KZ315000: 1307.8645250774034\n", - "12:54:14\tCompleted 3344 to KZ275000: 2970.836726965511\n", - "12:54:14\tCompleted 3331 to KZ434000: 1045.2900501012457\n", - "12:54:14\tCompleted 3332 to KZ552200: 2021.0578323979407\n", - "12:54:14\tCompleted 3343 to KZ596200: 2374.7015314836503\n", - "12:54:14\tCompleted 3403 to KZ636400: 2388.3376312822625\n", - "12:54:14\tCompleted 3346 to KZ191600: 1249.4910809239427\n", - 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] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:54:59\tCompleted 3375 to KZ356400: 1630.147395087477\n", - "12:54:59\tCompleted 3347 to KZ356000: 2419.0948645219364\n", - "12:54:59\tCompleted 3346 to KZ751410: 1190.2668688999368\n", - "12:54:59\tCompleted 3390 to KZ636800: 2725.766401486007\n", - "12:54:59\tCompleted 3377 to KZ556800: 2478.832292084448\n", - "12:54:59\tCompleted 3331 to KZ475200: 3564.2357425295404\n", - "12:54:59\tCompleted 3399 to KZ614800: 696.4131509298605\n", - "12:54:59\tCompleted 3339 to KZ396400: 2775.4755334320866\n", - "12:54:59\tCompleted 3321 to KZ196600: 470.49409190377105\n", - "12:54:59\tCompleted 3381 to KZ316600: 1027.0035690458901\n", - "12:55:00\tCompleted 3358 to KZ196800: 1022.1993747710596\n", - "12:55:00\tCompleted 3401 to KZ116600: 703.8673686978693\n", - "12:55:00\tCompleted 3342 to KZ433200: 1950.411575043114\n", - "12:55:00\tCompleted 3313 to KZ352400: 1476.1833724386736\n", - "12:55:00\tCompleted 3322 to KZ352100: 639.2968502551846\n", - 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"\n", - "12:55:11\tCompleted 3321 to KZ751510: 68.62741699796949\n", - "12:55:11\tCompleted 3367 to KZ596400: 2181.593340516315\n", - "12:55:11\tCompleted 3332 to KZ791310: 141.0928414726747612:55:11\tCompleted 3395 to KZ155200: 2700.89129510381\n", - "\n", - "12:55:11\tCompleted 3391 to KZ431000: 820.6749979657768\n", - "12:55:11\tCompleted 3337 to KZ234200: 4384.561285662023\n", - "12:55:11\tCompleted 3379 to KZ115600: 2049.2722738832504\n", - "12:55:11\tCompleted 3314 to KZ391000: 2765.66212623364712:55:11\tCompleted 3405 to KZ394200: 2164.7259288421897\n", - "\n", - "12:55:11\tCompleted 3324 to KZ596000: 1988.8634387359464\n", - "12:55:11\tCompleted 3328 to KZ631000: 1464.0839251809487\n", - "12:55:11\tCompleted 3315 to KZ615400: 1199.3866436715123\n", - "12:55:11\tCompleted 3342 to KZ431000: 1149.6731291733668\n", - "12:55:11\tCompleted 3374 to KZ633800: 2460.730973038557\n", - "12:55:11\tCompleted 3349 to KZ552200: 2011.3299103365828\n", - "12:55:11\tCompleted 3352 to KZ191000: 1246.7842883657959\n", - 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"12:55:17\tCompleted 3313 to KZ391600: 1493.8996266210904\n", - "12:55:17\tCompleted 3342 to KZ433600: 1339.975440377907512:55:17\tCompleted 3322 to KZ356000: 2007.4188458572485\n", - "\n", - "12:55:17\tCompleted 3343 to KZ551000: 2044.403333522795\n", - "12:55:17\tCompleted 3347 to KZ393400: 2752.94725034504\n", - "12:55:18\tCompleted 3401 to KZ151000: 2346.676320768499\n", - "12:55:18\tCompleted 3352 to KZ196600: 1331.4437674497542\n", - "12:55:18\tCompleted 3314 to KZ392000: 2600.9443844788543\n", - "12:55:18\tCompleted 3381 to KZ351000: 1647.6451219429082\n", - "12:55:18\tCompleted 3328 to KZ313600: 1304.716404120973\n", - "12:55:18\tCompleted 3358 to KZ195800: 1424.477462228455\n", - "12:55:18\tCompleted 3332 to KZ613900: 435.20461736063817\n", - "12:55:18\tCompleted 3374 to KZ634000: 2508.6985537075325\n", - "12:55:18\tCompleted 3339 to KZ394800: 2932.157409056381\n", - "12:55:18\tCompleted 3337 to KZ234600: 4499.731584100105\n", - "12:55:18\tCompleted 3389 to KZ751310: 1293.753387686803\n", - 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"\n", - "12:55:24\tCompleted 3379 to KZ151000: 2196.8402807689017\n", - "12:55:24\tCompleted 3328 to KZ315600: 1164.6411259874578\n", - "12:55:24\tCompleted 3332 to KZ615400: 318.7189918812706\n", - "12:55:24\tCompleted 3358 to KZ196200: 1068.4618919329955\n", - "12:55:24\tCompleted 3339 to KZ395000: 2860.132818747335\n", - "12:55:24\tCompleted 3397 to KZ395800: 2630.758237385763\n", - "12:55:24\tCompleted 3388 to KZ111010: 2038.552214321297\n", - "12:55:24\tCompleted 3381 to KZ354800: 2048.500170470017\n", - "12:55:24\tCompleted 3352 to KZ751310: 915.2633840449676\n", - "12:55:24\tCompleted 3320 to KZ113400: 3541.944424804391512:55:24\tCompleted 3405 to KZ434400: 1583.4199152844144\n", - "\n", - "12:55:24\tCompleted 3375 to KZ393600: 2135.604589437003\n", - "12:55:24\tCompleted 3322 to KZ351800: 1820.9376823231241\n", - "12:55:25\tCompleted 3391 to KZ471000: 3207.983430249746\n", - "12:55:25\tCompleted 3380 to KZ235200: 2923.529213344618\n", - "12:55:25\tCompleted 3377 to KZ611600: 305.4689229000751\n", - 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"12:55:40\tCompleted 3353 to KZ635800: 2474.2314682857304\n", - "12:55:40\tCompleted 3328 to KZ353600: 1581.499746708729\n", - "12:55:40\tCompleted 3379 to KZ153600: 2383.073967529319\n", - "12:55:40\tCompleted 3337 to KZ235600: 3776.110573319466\n", - "12:55:40\tCompleted 3396 to KZ636800: 2723.2010305562335\n", - "12:55:40\tCompleted 3331 to KZ595200: 2017.3878483732267\n", - "12:55:40\tCompleted 3380 to KZ233600: 2901.1835772209\n", - "12:55:41\tCompleted 3390 to KZ314000: 678.7286912719171\n", - "12:55:41\tCompleted 3373 to KZ194400: 1271.153810871095\n", - "12:55:41\tCompleted 3395 to KZ191600: 1320.4849156385412\n", - "12:55:41\tCompleted 3315 to KZ274400: 3857.0166516097333\n", - "12:55:41\tCompleted 3367 to KZ551600: 2120.613974791683\n", - "12:55:41\tCompleted 3382 to KZ596600: 2189.514554730041\n", - "12:55:41\tCompleted 3377 to KZ612600: 305.47999641949156\n", - "12:55:41\tCompleted 3358 to KZ751910: 997.1459310034026\n", - "12:55:41\tCompleted 3323 to KZ395600: 2565.048571277351\n", - 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"\n", - "12:55:42\tCompleted 3402 to KZ633200: 2502.3229258452716\n", - "12:55:42\tCompleted 3390 to KZ314800: 1140.7910177410442\n", - "12:55:42\tCompleted 3398 to KZ595200: 2481.2311573241955\n", - "12:55:42\tCompleted 3395 to KZ195200: 1258.2499387732678\n", - "12:55:43\tCompleted 3376 to KZ596200: 2293.050713333644\n", - "12:55:43\tCompleted 3358 to KZ751510: 985.6618689024866\n", - "12:55:43\tCompleted 3325 to KZ276000: 3865.1489440814485\n", - "12:55:43\tCompleted 3373 to KZ194600: 1281.6707768756016\n", - "12:55:43\tCompleted 3389 to KZ234000: 3140.533385628218\n", - "12:55:43\tCompleted 3313 to KZ394800: 2018.474106702352\n", - "12:55:43\tCompleted 3327 to KZ155200: 2695.2669436595825\n", - "12:55:43\tCompleted 3388 to KZ116600: 569.9181081298054\n", - "12:55:43\tCompleted 3377 to KZ613800: 242.12687958441967\n", - "12:55:43\tCompleted 3314 to KZ433200: 1996.3133994643715\n", - "12:55:44\tCompleted 3390 to KZ315400: 828.0298990610703\n", - "12:55:44\tCompleted 3348 to KZ392400: 2463.2304066626575\n", - 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"12:55:46\tCompleted 3405 to KZ473600: 2893.444999182798\n", - "12:55:46\tCompleted 3397 to KZ394200: 2138.6193271243915\n", - "12:55:46\tCompleted 3383 to KZ554200: 2701.899335398684\n", - "12:55:46\tCompleted 3353 to KZ636200: 2335.3143850554793\n", - "12:55:46\tCompleted 3391 to KZ474600: 2912.808264475243\n", - "12:55:46\tCompleted 3375 to KZ394800: 2189.635038023649\n", - "12:55:46\tCompleted 3381 to KZ356000: 1445.9744643470908\n", - "12:55:47\tCompleted 3380 to KZ633200: 2321.2455340454703\n", - "12:55:47\tCompleted 3337 to KZ233600: 3658.7271711754065\n", - "12:55:47\tCompleted 3395 to KZ194400: 1527.664968854979\n", - "12:55:47\tCompleted 3396 to KZ635800: 2773.8274642717984\n", - "12:55:47\tCompleted 3390 to KZ316000: 860.1958264514535\n", - "12:55:47\tCompleted 3343 to KZ791110: 285.0592713180438\n", - "12:55:47\tCompleted 3352 to KZ234000: 3147.991668009782\n", - "12:55:47\tCompleted 3398 to KZ591000: 2371.446886076738\n", - "12:55:47\tCompleted 3367 to KZ553200: 2239.5619681983862\n", - "12:55:47\tCompleted 3383 to KZ791110: 353.3339089634406\n", - "12:55:47\tCompleted 3328 to KZ351000: 1596.7209815934384\n", - "12:55:47\tCompleted 3361 to KZ636200: 2452.0869857659545\n", - "12:55:48\tCompleted 3323 to KZ395800: 2591.595512783421\n", - "12:55:48\tCompleted 3388 to KZ115600: 2103.322230738213\n", - "12:55:48\tCompleted 3376 to KZ596400: 2237.1736579315966\n", - "12:55:48\tCompleted 3315 to KZ275400: 4532.2050835667615\n", - "12:55:48\tCompleted 3354 to KZ392400: 2395.8059332985695\n", - "12:55:48\tCompleted 3314 to KZ434600: 2163.2642380112884\n", - "12:55:48\tCompleted 3373 to KZ195600: 1626.5669966848143\n", - "12:55:48\tCompleted 3320 to KZ114400: 3197.7286314016633\n", - "12:55:48\tCompleted 3381 to KZ354400: 1441.7127707169072\n", - "12:55:48\tCompleted 3403 to KZ391600: 1923.5336822370502\n", - "12:55:48\tCompleted 3343 to KZ791310: 241.519039437435\n", - "12:55:48\tCompleted 3332 to KZ274400: 2822.9450278497698\n", - "12:55:48\tCompleted 3327 to KZ156400: 2274.5569432987727\n", - "12:55:49\tCompleted 3342 to KZ474600: 3241.806395682833\n", - "12:55:49\tCompleted 3383 to KZ791310: 342.7471708122323\n", - "12:55:49\tCompleted 3351 to KZ113800: 1843.28980893459\n", - "12:55:49\tCompleted 3390 to KZ316600: 1172.9342435176113\n", - "12:55:49\tCompleted 3345 to KZ116000: 1692.6444283179485\n", - "12:55:49\tCompleted 3395 to KZ194600: 1538.1819348594854\n", - "12:55:49\tCompleted 3313 to KZ395000: 2352.6098867969745\n", - "12:55:49\tCompleted 3402 to KZ634800: 2986.7695172555386\n", - "12:55:49\tCompleted 3401 to KZ156000: 2160.371851691487\n", - "12:55:49\tCompleted 3358 to KZ231000: 2883.2964142835663\n", - "12:55:49\tCompleted 3394 to KZ113400: 1897.4787333072059\n", - "12:55:49\tCompleted 3343 to KZ791510: 218.6385398657818\n", - "12:55:49\tCompleted 3331 to KZ595600: 2141.4911636476872\n", - "12:55:50\tCompleted 3337 to KZ633200: 1521.7168655055668\n", - "12:55:50\tCompleted 3383 to KZ791510: 356.7942795335871\n", - "12:55:50\tCompleted 3381 to KZ351800: 1260.0790872505934\n", - "12:55:50\tCompleted 3324 to KZ551600: 2050.484543301952\n", - "12:55:50\tCompleted 3348 to KZ396200: 2418.894095075467\n", - "12:55:50\tCompleted 3390 to KZ316200: 855.4197899862806\n", - "12:55:50\tCompleted 3389 to KZ234200: 3591.479092149154\n", - "12:55:50\tCompleted 3328 to KZ352000: 1741.4875718941773\n", - "12:55:50\tCompleted 3373 to KZ195800: 1440.4538690519641\n", - "12:55:50\tCompleted 3321 to KZ235200: 3763.254920852081\n", - "12:55:50\tCompleted 3379 to KZ154200: 2437.286579323669212:55:50\tCompleted 3343 to KZ791710: 216.86235954874923\n", - "\n", - "12:55:51\tCompleted 3314 to KZ434400: 2148.2151341209483\n", - "12:55:51\tCompleted 3377 to KZ273200: 3092.3579456775533\n", - "12:55:51\tCompleted 3322 to KZ396400: 2720.9866703585567\n", - "12:55:51\tCompleted 3347 to KZ394800: 3289.344564647546\n", - "12:55:51\tCompleted 3336 to KZ154000: 2457.3027920444174\n", - "12:55:51\tCompleted 3383 to KZ791710: 328.29434018329835\n", - "12:55:51\tCompleted 3363 to KZ392000: 2277.8002719628785\n", - 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"12:55:52\tCompleted 3375 to KZ395000: 2523.770818118267\n", - "12:55:52\tCompleted 3355 to KZ555200: 2388.4675096073374\n", - "12:55:53\tCompleted 3351 to KZ114500: 1917.1323040194115\n", - "12:55:53\tCompleted 3396 to KZ636200: 2634.910381041542\n", - "12:55:53\tCompleted 3390 to KZ315000: 945.1956006038245\n", - "12:55:53\tCompleted 3403 to KZ393600: 2394.0777137316272\n", - "12:55:53\tCompleted 3361 to KZ636400: 2209.5011378859876\n", - "12:55:53\tCompleted 3392 to KZ594600: 2498.756821943821\n", - "12:55:53\tCompleted 3343 to KZ613600: 332.30364330180134\n", - "12:55:53\tCompleted 3320 to KZ114600: 3823.1921022530973\n", - "12:55:53\tCompleted 3345 to KZ116400: 1976.843856135109\n", - "12:55:53\tCompleted 3398 to KZ595600: 2529.5807829164373\n", - "12:55:53\tCompleted 3313 to KZ395200: 1820.2486599578428\n", - "12:55:53\tCompleted 3331 to KZ596000: 1784.3061795945966\n", - "12:55:53\tCompleted 3356 to KZ274000: 3513.6976379489893\n", - "12:55:53\tCompleted 3328 to KZ354800: 1837.0523106061573\n", - "12:55:53\tCompleted 3373 to KZ196000: 1627.2346244408845\n", - "12:55:53\tCompleted 3405 to KZ474200: 3340.06916024932\n", - "12:55:53\tCompleted 3383 to KZ613600: 386.45744963109512:55:53\tCompleted 3314 to KZ431000: 2485.8498054761412\n", - "\n", - "12:55:53\tCompleted 3399 to KZ276600: 3114.063125007397\n", - "12:55:54\tCompleted 3337 to KZ634800: 2006.1634569158614\n", - "12:55:54\tCompleted 3391 to KZ475000: 3283.1372912250204\n", - "12:55:54\tCompleted 3394 to KZ113600: 2025.9498913772636\n", - "12:55:54\tCompleted 3380 to KZ634800: 2805.692125455734\n", - "12:55:54\tCompleted 3323 to KZ392400: 2501.6215931561524\n", - "12:55:54\tCompleted 3397 to KZ433200: 1699.7431770737203\n", - "12:55:54\tCompleted 3379 to KZ156000: 2010.535811691886\n", - "12:55:54\tCompleted 3390 to KZ314200: 537.9989573999375\n", - "12:55:54\tCompleted 3376 to KZ594600: 2400.5263737515097\n", - "12:55:54\tCompleted 3354 to KZ396200: 2351.46962171137712:55:54\tCompleted 3343 to KZ614000: 274.21029567162935\n", - "\n", - "12:55:55\tCompleted 3383 to KZ614000: 297.466226923964\n", - "12:55:55\tCompleted 3395 to KZ195600: 1883.0781546686983\n", - "12:55:55\tCompleted 3315 to KZ273600: 3700.164342549282\n", - "12:55:55\tCompleted 3327 to KZ155600: 2447.236817337676\n", - "12:55:55\tCompleted 3381 to KZ393200: 2374.2565329938584\n", - "12:55:55\tCompleted 3401 to KZ154600: 2458.5092824366016\n", - "12:55:55\tCompleted 3402 to KZ633400: 2254.5474625848537\n", - "12:55:55\tCompleted 3342 to KZ475000: 3612.1354224326105\n", - "12:55:55\tCompleted 3324 to KZ553200: 2186.9121395291586\n", - "12:55:55\tCompleted 3352 to KZ234200: 3598.937374530718\n", - "12:55:55\tCompleted 3373 to KZ191000: 1318.8454715478395\n", - "12:55:55\tCompleted 3397 to KZ431900: 1180.6993441785014\n", - "12:55:56\tCompleted 3383 to KZ613900: 260.4129078807192\n", - "12:55:56\tCompleted 3337 to KZ633400: 1300.4668162682406\n", - "12:55:56\tCompleted 3343 to KZ613900: 552.1335676880775\n", - "12:55:56\tCompleted 3388 to KZ115400: 1994.3780238873844\n", - "12:55:56\tCompleted 3348 to KZ396600: 2426.812935866656\n", - "12:55:56\tCompleted 3322 to KZ394000: 2952.92151972437812:55:56\tCompleted 3375 to KZ395200: 1991.4095912791531\n", - "\n", - "12:55:56\tCompleted 3332 to KZ275400: 3498.13345980678\n", - "12:55:56\tCompleted 3347 to KZ395000: 3217.3199743384944\n", - "12:55:56\tCompleted 3351 to KZ114000: 1853.275290451853\n", - "12:55:56\tCompleted 3345 to KZ116800: 1764.4450024430832\n", - "12:55:56\tCompleted 3320 to KZ114800: 2870.85224392987\n", - "12:55:56\tCompleted 3314 to KZ435200: 2576.661598866193\n", - "12:55:57\tCompleted 3358 to KZ234000: 3091.906891651254\n", - "12:55:57\tCompleted 3363 to KZ395600: 2351.1037698705245\n", - "12:55:57\tCompleted 3321 to KZ235600: 3858.292686872486\n", - "12:55:57\tCompleted 3390 to KZ353200: 1704.445877167681\n", - "12:55:57\tCompleted 3392 to KZ711110: 1846.1195290238222\n", - "12:55:57\tCompleted 3367 to KZ552200: 2082.097024411639\n", - "12:55:57\tCompleted 3373 to KZ196200: 1084.438298756504812:55:57\tCompleted 3383 to KZ612000: 325.35567149150313\n", - "\n", - "12:55:57\tCompleted 3343 to KZ612000: 450.6546788092282\n", - "12:55:57\tCompleted 3374 to KZ632800: 2368.8221995831864\n", - "12:55:57\tCompleted 3397 to KZ434600: 1214.3639146048818\n", - "12:55:57\tCompleted 3382 to KZ595200: 2316.7603672422056\n", - "12:55:57\tCompleted 3395 to KZ195800: 1696.9650270358482\n", - "12:55:57\tCompleted 3328 to KZ355200: 2057.0403740990014\n", - "12:55:57\tCompleted 3336 to KZ154200: 2759.9388310137397\n", - "12:55:57\tCompleted 3376 to KZ711110: 1709.725903408092\n", - "12:55:57\tCompleted 3355 to KZ551600: 2128.507501452037\n", - "12:55:58\tCompleted 3396 to KZ636400: 2392.3245331615776\n", - "12:55:58\tCompleted 3353 to KZ631000: 2307.6187250269218\n", - "12:55:58\tCompleted 3381 to KZ393400: 1890.665574830917\n", - "12:55:58\tCompleted 3394 to KZ113800: 2105.5679761332935\n", - "12:55:58\tCompleted 3398 to KZ596000: 2248.149488545578\n", - "12:55:58\tCompleted 3380 to KZ633400: 2073.4700707850566\n", - "12:55:58\tCompleted 3383 to KZ614400: 188.6142318685705\n", - 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"12:55:59\tCompleted 3383 to KZ614600: 271.3776879550706\n", - "12:55:59\tCompleted 3397 to KZ434400: 1557.3133135666162\n", - "12:55:59\tCompleted 3401 to KZ154800: 2293.5165934490065\n", - "12:55:59\tCompleted 3379 to KZ154600: 2308.6732424370043\n", - "12:55:59\tCompleted 3314 to KZ434800: 2498.227834589475\n", - "12:56:00\tCompleted 3323 to KZ396200: 2457.2852815689625\n", - "12:56:00\tCompleted 3405 to KZ474600: 3017.244599431238\n", - "12:56:00\tCompleted 3331 to KZ596200: 2171.30562926577212:56:00\tCompleted 3345 to KZ111810: 1786.309095466212\n", - "\n", - "12:56:00\tCompleted 3343 to KZ614600: 268.3179945964446\n", - "12:56:00\tCompleted 3349 to KZ791110: 100.43326493611889\n", - "12:56:00\tCompleted 3395 to KZ196000: 1883.7457824247683\n", - "12:56:00\tCompleted 3348 to KZ394200: 2061.065416028552\n", - "12:56:00\tCompleted 3351 to KZ117000: 1775.9076338984569\n", - "12:56:00\tCompleted 3376 to KZ711410: 1709.8987064622017\n", - "12:56:00\tCompleted 3399 to KZ275000: 2979.7607821097317\n", - "12:56:00\tCompleted 3328 to KZ355600: 1830.489540024244\n", - "12:56:00\tCompleted 3320 to KZ111010: 3258.6062144965017\n", - "12:56:01\tCompleted 3354 to KZ396600: 2359.388462502566\n", - "12:56:01\tCompleted 3383 to KZ614800: 481.417948815778\n", - "12:56:01\tCompleted 3392 to KZ711410: 1846.2923320779319\n", - "12:56:01\tCompleted 3390 to KZ353600: 1938.8782810443097\n", - "12:56:01\tCompleted 3381 to KZ391600: 1757.7708356926914\n", - "12:56:01\tCompleted 3397 to KZ431000: 899.004731203973\n", - "12:56:01\tCompleted 3356 to KZ274200: 3631.043132328439\n", - "12:56:01\tCompleted 3373 to KZ196600: 1403.5049506317976\n", - "12:56:01\tCompleted 3388 to KZ151000: 2216.968813043359\n", - "12:56:01\tCompleted 3349 to KZ791310: 78.15171597572055\n", - "12:56:01\tCompleted 3375 to KZ391000: 2245.8077879354873\n", - "12:56:01\tCompleted 3345 to KZ116600: 533.4622636699146\n", - "12:56:01\tCompleted 3327 to KZ193200: 1443.8800200774879\n", - "12:56:01\tCompleted 3343 to KZ614800: 749.9387999675528\n", - 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] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:56:42\tCompleted 3355 to KZ556800: 2413.892453002317\n", - "12:56:42\tCompleted 3337 to KZ631000: 1610.3435842009244\n", - "12:56:42\tCompleted 3361 to KZ352000: 1086.272153122767\n", - "12:56:43\tCompleted 3342 to KZ593600: 1988.4215682226768\n", - "12:56:43\tCompleted 3374 to KZ634400: 2234.908628711822\n", - "12:56:43\tCompleted 3363 to KZ434800: 575.5293360501832\n", - "12:56:43\tCompleted 3327 to KZ751310: 779.9267173958953\n", - "12:56:43\tCompleted 3323 to KZ471000: 3247.1504388855974\n", - "12:56:43\tCompleted 3394 to KZ116600: 699.7782811850722\n", - "12:56:43\tCompleted 3329 to KZ434600: 1246.178040916733\n", - "12:56:43\tCompleted 3397 to KZ475000: 3361.467024463217\n", - "12:56:43\tCompleted 3346 to KZ634000: 2630.282110792735\n", - "12:56:43\tCompleted 3320 to KZ154200: 1663.2269722415563\n", - "12:56:43\tCompleted 3315 to KZ271000: 3805.6851761577846\n", - "12:56:43\tCompleted 3321 to KZ636800: 1494.1149474987892\n", - 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"\n", - "12:56:55\tCompleted 3313 to KZ435200: 395.9708672134485\n", - "12:56:55\tCompleted 3375 to KZ434400: 1327.1345109583324\n", - "12:56:55\tCompleted 3336 to KZ195200: 590.9959956744409\n", - "12:56:55\tCompleted 3349 to KZ273600: 2729.0338442862717\n", - "12:56:55\tCompleted 3352 to KZ633600: 2317.958829186079\n", - "12:56:55\tCompleted 3392 to KZ555600: 2610.551285630187\n", - "12:56:55\tCompleted 3395 to KZ234600: 3861.8032146487817\n", - "12:56:55\tCompleted 3320 to KZ155600: 1388.1720510327714\n", - "12:56:55\tCompleted 3399 to KZ274200: 3908.762390015886\n", - "12:56:55\tCompleted 3357 to KZ116800: 1825.1383581642433\n", - "12:56:55\tCompleted 3337 to KZ315600: 874.3227955639776\n", - "12:56:56\tCompleted 3339 to KZ433600: 1733.7809962046997\n", - "12:56:56\tCompleted 3373 to KZ234800: 2832.6741854848246\n", - "12:56:56\tCompleted 3361 to KZ352100: 1094.242622557739\n", - "12:56:56\tCompleted 3363 to KZ471000: 3033.205637478748\n", - "12:56:56\tCompleted 3374 to KZ311000: 297.81689738942765\n", - 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"\n", - "12:57:01\tCompleted 3352 to KZ633800: 2324.7360236724535\n", - "12:57:01\tCompleted 3321 to KZ313600: 949.1647865260361\n", - "12:57:01\tCompleted 3367 to KZ616400: 1029.386906195536\n", - "12:57:01\tCompleted 3382 to KZ553600: 2058.723020359392\n", - "12:57:01\tCompleted 3326 to KZ116800: 1663.0762078812486\n", - "12:57:01\tCompleted 3336 to KZ194600: 870.9279917606583\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:57:01\tCompleted 3374 to KZ353200: 1554.0102376113614\n", - "12:57:01\tCompleted 3392 to KZ551000: 2349.163562293019\n", - "12:57:02\tCompleted 3403 to KZ395800: 2659.052559072126\n", - "12:57:02\tCompleted 3328 to KZ394000: 3235.8775238967064\n", - "12:57:02\tCompleted 3394 to KZ151000: 2342.587233255702\n", - "12:57:02\tCompleted 3314 to KZ596000: 3382.766969886246\n", - "12:57:02\tCompleted 3337 to KZ311000: 624.2019632034326\n", - "12:57:02\tCompleted 3396 to KZ352200: 1797.263843360724\n", - "12:57:02\tCompleted 3348 to KZ475000: 3283.913113367374\n", - 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"12:57:12\tCompleted 3339 to KZ473600: 3511.812351261180512:57:12\tCompleted 3377 to KZ274000: 3631.8133414318286\n", - "\n", - "12:57:12\tCompleted 3321 to KZ316200: 1100.9697066258802\n", - "12:57:12\tCompleted 3353 to KZ351800: 1174.6146025608375\n", - "12:57:12\tCompleted 3374 to KZ351000: 1584.144302848911\n", - "12:57:12\tCompleted 3376 to KZ556400: 2404.0086054931407\n", - "12:57:12\tCompleted 3397 to KZ593400: 2247.139589279186\n", - "12:57:12\tCompleted 3372 to KZ117000: 1769.1993075561509\n", - "12:57:12\tCompleted 3402 to KZ636800: 2706.9359540838655\n", - "12:57:12\tCompleted 3379 to KZ194200: 1127.0241657118377\n", - "12:57:13\tCompleted 3324 to KZ616000: 194.0079237505098\n", - "12:57:13\tCompleted 3318 to KZ113800: 1835.9728607163\n", - "12:57:13\tCompleted 3313 to KZ473600: 2465.9986635354053\n", - "12:57:13\tCompleted 3355 to KZ613900: 441.1481638899053\n", - "12:57:13\tCompleted 3381 to KZ395800: 2493.289712527781\n", - "12:57:13\tCompleted 3336 to KZ196200: 673.6955136415617\n", - 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"12:57:20\tCompleted 3355 to KZ615200: 107.83940116024324\n", - "12:57:20\tCompleted 3388 to KZ191600: 1206.09961631742712:57:20\tCompleted 3313 to KZ474200: 2912.6228246019273\n", - "\n", - "12:57:20\tCompleted 3380 to KZ636200: 2437.567912769369712:57:20\tCompleted 3352 to KZ635000: 2292.33572959122\n", - "\n", - "12:57:20\tCompleted 3347 to KZ435200: 1994.4098734548197\n", - "12:57:21\tCompleted 3372 to KZ114600: 2031.9074318708913\n", - "12:57:21\tCompleted 3402 to KZ635800: 2757.5623877994303\n", - "12:57:21\tCompleted 3374 to KZ355200: 1612.142823423683\n", - "12:57:21\tCompleted 3383 to KZ276200: 2905.070554388624\n", - "12:57:21\tCompleted 3376 to KZ791310: 87.4083608862377\n", - "12:57:21\tCompleted 3392 to KZ554800: 2602.668357417421\n", - "12:57:21\tCompleted 3394 to KZ154000: 2280.397492841147\n", - "12:57:21\tCompleted 3379 to KZ751710: 1133.81347920735912:57:21\tCompleted 3336 to KZ751110: 583.410209236814\n", - "\n", - "12:57:21\tCompleted 3337 to KZ354800: 1602.6542903994598\n", - 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"12:57:23\tCompleted 3314 to KZ711410: 3445.238380441972\n", - "12:57:23\tCompleted 3378 to KZ113200: 1896.3880769881362\n", - "12:57:24\tCompleted 3318 to KZ117000: 1768.5906856801669\n", - "12:57:24\tCompleted 3321 to KZ351600: 858.966567386019412:57:24\tCompleted 3329 to KZ474200: 3345.7766848433725\n", - "\n", - "12:57:24\tCompleted 3374 to KZ355600: 1774.769508916881\n", - "12:57:24\tCompleted 3355 to KZ615600: 840.7527219763488\n", - "12:57:24\tCompleted 3358 to KZ635400: 2873.693933282168\n", - "12:57:24\tCompleted 3343 to KZ276200: 3079.7081441302144\n", - "12:57:24\tCompleted 3331 to KZ554200: 2284.0066239915604\n", - "12:57:24\tCompleted 3405 to KZ596000: 2267.3465448878587\n", - "12:57:24\tCompleted 3347 to KZ434800: 2025.7361343711552\n", - "12:57:24\tCompleted 3336 to KZ751410: 594.0067605157084\n", - "12:57:24\tCompleted 3361 to KZ391600: 1625.9607670429573\n", - "12:57:24\tCompleted 3372 to KZ114800: 1906.805664105642\n", - "12:57:24\tCompleted 3388 to KZ195000: 1595.4947429928388\n", - "12:57:24\tCompleted 3346 to KZ632800: 2490.405756668393\n", - "12:57:25\tCompleted 3376 to KZ611600: 288.21587457287\n", - "12:57:25\tCompleted 3337 to KZ355200: 1822.6423538923057\n", - "12:57:25\tCompleted 3381 to KZ396200: 2358.9794813133203\n", - "12:57:25\tCompleted 3379 to KZ751910: 1101.1982396347164\n", - "12:57:25\tCompleted 3401 to KZ231000: 3106.6406935690525\n", - "12:57:25\tCompleted 3353 to KZ391600: 1672.3063510029356\n", - "12:57:25\tCompleted 3342 to KZ711210: 1394.5698683958494\n", - "12:57:25\tCompleted 3349 to KZ275800: 2681.6444834594276\n", - "12:57:25\tCompleted 3355 to KZ615800: 65.78797980366713\n", - "12:57:25\tCompleted 3395 to KZ233600: 3020.7988017240614\n", - "12:57:25\tCompleted 3331 to KZ791110: 488.4551735359291\n", - "12:57:25\tCompleted 3374 to KZ352100: 1044.92455968793\n", - "12:57:25\tCompleted 3380 to KZ636400: 2194.982064889402\n", - "12:57:25\tCompleted 3400 to KZ114400: 1958.4690433576327\n", - "12:57:25\tCompleted 3339 to KZ474600: 3635.6119515096207\n", - "12:57:25\tCompleted 3396 to KZ393200: 2544.006281417523\n", - "12:57:26\tCompleted 3322 to KZ434600: 1989.962622688898\n", - "12:57:26\tCompleted 3389 to KZ635000: 2670.8257332330304\n", - "12:57:26\tCompleted 3336 to KZ751710: 634.9947922846112\n", - "12:57:26\tCompleted 3376 to KZ613600: 242.69998533878203\n", - "12:57:26\tCompleted 3391 to KZ594600: 2470.165775608248\n", - "12:57:26\tCompleted 3352 to KZ632200: 2175.411561590196\n", - "12:57:26\tCompleted 3321 to KZ354000: 1367.7660853475231\n", - "12:57:26\tCompleted 3388 to KZ194400: 1413.2796695338648\n", - "12:57:26\tCompleted 3355 to KZ612600: 304.046125852032712:57:26\tCompleted 3363 to KZ475000: 3108.3594984540223\n", - "\n", - "12:57:26\tCompleted 3328 to KZ395200: 2620.5644747713004\n", - "12:57:26\tCompleted 3357 to KZ153200: 2200.1471097691538\n", - "12:57:27\tCompleted 3331 to KZ791310: 444.9149416553201\n", - "12:57:27\tCompleted 3318 to KZ114400: 1681.2495592698708\n", - "12:57:27\tCompleted 3379 to KZ751510: 1089.7141775338005\n", - "12:57:27\tCompleted 3378 to KZ113400: 1726.1005840553728\n", - "12:57:27\tCompleted 3326 to KZ153200: 2075.0214168456473\n", - "12:57:27\tCompleted 3376 to KZ614000: 42.127416997969526\n", - "12:57:27\tCompleted 3336 to KZ751810: 581.238636361560212:57:27\tCompleted 3334 to KZ114500: 1825.0059133890052\n", - "\n", - "12:57:27\tCompleted 3394 to KZ154200: 2583.0335318104694\n", - "12:57:27\tCompleted 3313 to KZ474600: 2589.7982637838454\n", - "12:57:27\tCompleted 3402 to KZ636200: 2618.645304569174\n", - "12:57:27\tCompleted 3382 to KZ556000: 2289.46238669717\n", - "12:57:27\tCompleted 3337 to KZ355600: 1596.0915198175462\n", - "12:57:27\tCompleted 3392 to KZ556400: 2540.4022311088665\n", - "12:57:28\tCompleted 3397 to KZ595000: 2362.322874607157\n", - "12:57:28\tCompleted 3351 to KZ154600: 2267.392925212456\n", - "12:57:28\tCompleted 3355 to KZ616000: 20.051556617530707\n", - "12:57:28\tCompleted 3314 to KZ711210: 3442.594149883949\n", - "12:57:28\tCompleted 3347 to KZ433600: 2286.40631472027712:57:28\tCompleted 3390 to KZ395000: 2599.318336545787\n", - "\n", - "12:57:28\tCompleted 3342 to KZ711310: 1406.4272278517813\n", - "12:57:28\tCompleted 3320 to KZ196400: 4619.172202625766\n", - "12:57:28\tCompleted 3331 to KZ791510: 422.03444208366693\n", - "12:57:28\tCompleted 3383 to KZ271000: 2922.7635098028395\n", - "12:57:28\tCompleted 3376 to KZ613900: 258.902456736276\n", - "12:57:28\tCompleted 3374 to KZ352200: 1561.9508123400785\n", - "12:57:28\tCompleted 3398 to KZ556800: 2654.6211016511074\n", - "12:57:28\tCompleted 3388 to KZ194600: 1423.7966355383712\n", - "12:57:28\tCompleted 3321 to KZ351000: 1299.3976542471798\n", - "12:57:28\tCompleted 3336 to KZ751910: 602.3795527119686\n", - "12:57:28\tCompleted 3348 to KZ595800: 2251.6698043569086\n", - "12:57:28\tCompleted 3354 to KZ593200: 2113.6034346436763\n", - "12:57:28\tCompleted 3372 to KZ111010: 1899.4258938355438\n", - "12:57:29\tCompleted 3327 to KZ234800: 2989.88023904017\n", - "12:57:29\tCompleted 3391 to KZ711110: 1813.2867298453334\n", - "12:57:29\tCompleted 3337 to KZ352100: 687.8548342208279\n", - "12:57:29\tCompleted 3323 to KZ471800: 3162.7570404841954\n", - "12:57:29\tCompleted 3355 to KZ613800: 399.11953841084375\n", - "12:57:29\tCompleted 3331 to KZ791710: 420.2582617666344\n", - "12:57:29\tCompleted 3361 to KZ393600: 2096.504798537564\n", - "12:57:29\tCompleted 3396 to KZ393400: 2060.415323254591\n", - "12:57:29\tCompleted 3373 to KZ634800: 2706.959369398448\n", - "12:57:29\tCompleted 3376 to KZ612000: 315.5041126556237\n", - "12:57:29\tCompleted 3324 to KZ274400: 3128.2524845314647\n", - "12:57:29\tCompleted 3345 to KZ155600: 2469.9449344857508\n", - "12:57:30\tCompleted 3405 to KZ596200: 2467.1264501463725\n", - "12:57:30\tCompleted 3367 to KZ275400: 3663.417034791179\n", - "12:57:30\tCompleted 3374 to KZ352300: 1257.4779719502615\n", - "12:57:30\tCompleted 3336 to KZ751510: 590.8954906110527\n", - "12:57:30\tCompleted 3375 to KZ474600: 2760.9591951051557\n", - "12:57:30\tCompleted 3403 to KZ394400: 2594.9200001367517\n", - "12:57:30\tCompleted 3353 to KZ393600: 2142.850382497537\n", - "12:57:30\tCompleted 3358 to KZ635000: 2348.4205059497476\n", - "12:57:30\tCompleted 3331 to KZ611600: 677.1187970417587\n", - "12:57:31\tCompleted 3376 to KZ614400: 185.4352561760784\n", - "12:57:31\tCompleted 3318 to KZ114600: 2031.2988099949073\n", - "12:57:31\tCompleted 3394 to KZ156000: 2156.28276417869\n", - "12:57:31\tCompleted 3381 to KZ396600: 2366.8983221045096\n", - "12:57:31\tCompleted 3322 to KZ434400: 2332.912021650626712:57:31\tCompleted 3347 to KZ434000: 2050.4635651307467\n", - "\n", - "12:57:31\tCompleted 3329 to KZ474600: 3022.9521240252907\n", - "12:57:31\tCompleted 3395 to KZ633200: 2479.0239359720485\n", - "12:57:31\tCompleted 3378 to KZ113600: 1854.5717421254305\n", - "12:57:31\tCompleted 3337 to KZ352200: 1404.6480568056643\n", - "12:57:31\tCompleted 3334 to KZ114000: 1771.9452671828308\n", - "12:57:31\tCompleted 3391 to KZ711410: 1813.459532899443\n", - "12:57:31\tCompleted 3328 to KZ391000: 2816.270739280258\n", - "12:57:31\tCompleted 3346 to KZ636800: 2612.643129496044\n", - "12:57:31\tCompleted 3372 to KZ116000: 1632.2485914891017\n", - "12:57:31\tCompleted 3380 to KZ631000: 2409.872252740812\n", - "12:57:31\tCompleted 3326 to KZ153400: 1964.4347593199416\n", - "12:57:31\tCompleted 3343 to KZ271000: 3097.40109954443\n", - "12:57:32\tCompleted 3357 to KZ153400: 2089.5604522434614\n", - "12:57:32\tCompleted 3388 to KZ194800: 1691.9122875923745\n", - "12:57:32\tCompleted 3331 to KZ613600: 530.7462448038385\n", - "12:57:32\tCompleted 3376 to KZ614600: 129.0143363473229\n", - "12:57:32\tCompleted 3400 to KZ114600: 2308.518294082669\n", - "12:57:32\tCompleted 3314 to KZ711310: 3432.854209191063\n", - "12:57:32\tCompleted 3321 to KZ352000: 1444.164244547921\n", - "12:57:32\tCompleted 3390 to KZ395200: 2066.95710970668212:57:32\tCompleted 3389 to KZ632200: 2553.90156523201\n", - "\n", - "12:57:32\tCompleted 3396 to KZ391600: 1927.5205841163659\n", - "12:57:32\tCompleted 3374 to KZ352800: 1536.1808468339364\n", - "12:57:32\tCompleted 3349 to KZ276000: 3097.475509214463\n", - "12:57:32\tCompleted 3403 to KZ433200: 1728.037498760086\n", - "12:57:32\tCompleted 3402 to KZ636400: 2376.059456689212\n", - "12:57:32\tCompleted 3342 to KZ555200: 2032.8756478965645\n", - "12:57:32\tCompleted 3351 to KZ154800: 2102.4002362248666\n", - "12:57:33\tCompleted 3401 to KZ234000: 3315.2511709367404\n", - "12:57:33\tCompleted 3348 to KZ593400: 2061.057067004773\n", - "12:57:33\tCompleted 3376 to KZ614800: 585.381527184855\n", - "12:57:33\tCompleted 3320 to KZ196800: 4087.330600384548\n", - "12:57:33\tCompleted 3397 to KZ593600: 2476.8714788914585\n", - "12:57:33\tCompleted 3331 to KZ614000: 477.6061978895149\n", - "12:57:33\tCompleted 3352 to KZ635200: 2557.940777384234\n", - "12:57:33\tCompleted 3354 to KZ595800: 2217.5230446840505\n", - "12:57:33\tCompleted 3323 to KZ593200: 2074.243722955011\n", - "12:57:34\tCompleted 3382 to KZ556800: 2490.1503115691075\n", - "12:57:34\tCompleted 3373 to KZ633400: 1974.7373147277603\n", - "12:57:34\tCompleted 3363 to KZ475200: 3119.2024592380717\n", - "12:57:34\tCompleted 3345 to KZ156800: 1971.9247787063687\n", - "12:57:34\tCompleted 3403 to KZ431900: 1208.9936658648671\n", - "12:57:34\tCompleted 3391 to KZ711210: 1783.1051472330275\n", - "12:57:34\tCompleted 3339 to KZ475000: 4005.940978259398\n", - "12:57:34\tCompleted 3322 to KZ431000: 1674.6034392879892\n", - "12:57:34\tCompleted 3376 to KZ615400: 197.87145610630182\n", - "12:57:34\tCompleted 3379 to KZ231000: 2956.8046535694652\n", - "12:57:34\tCompleted 3334 to KZ117000: 1694.5776106294347\n", - "12:57:34\tCompleted 3361 to KZ396400: 2254.978695066474\n", - "12:57:35\tCompleted 3313 to KZ475000: 2960.1272905336227\n", - "12:57:35\tCompleted 3374 to KZ356400: 1441.623436876329\n", - "12:57:35\tCompleted 3405 to KZ596400: 2449.4125721677324\n", - "12:57:35\tCompleted 3337 to KZ352300: 1894.8804425996177\n", - "12:57:35\tCompleted 3331 to KZ613900: 755.5294699059629\n", - "12:57:35\tCompleted 3381 to KZ394200: 2001.150802266404\n", - "12:57:35\tCompleted 3318 to KZ114800: 2029.5193905515025\n", - "12:57:35\tCompleted 3378 to KZ113800: 1934.1898268814646\n", - "12:57:35\tCompleted 3383 to KZ274000: 3576.421693522358\n", - "12:57:35\tCompleted 3376 to KZ615200: 78.52691193458116\n", - "12:57:35\tCompleted 3392 to KZ554200: 2736.233266891157\n", - "12:57:35\tCompleted 3398 to KZ554800: 2659.316589695558412:57:35\tCompleted 3321 to KZ354800: 1539.728983259899\n", - "\n", - "12:57:36\tCompleted 3327 to KZ235200: 3037.520086403538\n", - "12:57:36\tCompleted 3403 to KZ434600: 1242.6582362912475\n", - "12:57:36\tCompleted 3355 to KZ273200: 3090.9240751100947\n", - "12:57:36\tCompleted 3394 to KZ154600: 2454.4201949238045\n", - "12:57:36\tCompleted 3400 to KZ114800: 2133.512223444731\n", - "12:57:36\tCompleted 3358 to KZ632200: 2231.49633794873\n", - "12:57:36\tCompleted 3353 to KZ396400: 2301.324279026444\n", - "12:57:36\tCompleted 3388 to KZ195600: 1768.692855347584\n", - "12:57:36\tCompleted 3331 to KZ612000: 624.2409309344266\n", - "12:57:36\tCompleted 3342 to KZ551600: 1772.9156397412598\n", - "12:57:36\tCompleted 3328 to KZ395400: 2859.634634205571\n", - "12:57:36\tCompleted 3345 to KZ193200: 1414.6373793903686\n", - "12:57:37\tCompleted 3392 to KZ791110: 261.6901372295481\n", - "12:57:37\tCompleted 3367 to KZ273600: 2831.3762937737174\n", - "12:57:37\tCompleted 3376 to KZ616400: 918.3632336924633\n", - "12:57:37\tCompleted 3326 to KZ153600: 2256.838520177411\n", - "12:57:37\tCompleted 3337 to KZ352800: 1431.7704795026311\n", - "12:57:37\tCompleted 3391 to KZ711310: 1804.6975357716167\n", - "12:57:37\tCompleted 3336 to KZ231000: 3279.456905259522\n", - "12:57:37\tCompleted 3322 to KZ435200: 1572.9093092270587\n", - "12:57:37\tCompleted 3390 to KZ391000: 2321.3553063630075\n", - "12:57:37\tCompleted 3314 to KZ555200: 4176.669068412212\n", - "12:57:37\tCompleted 3357 to KZ153600: 2381.9642131009305\n", - "12:57:37\tCompleted 3374 to KZ352400: 1620.4463410493393\n", - "12:57:37\tCompleted 3372 to KZ116400: 1980.8265506025607\n", - "12:57:38\tCompleted 3403 to KZ434400: 1585.607635252982\n", - "12:57:38\tCompleted 3354 to KZ593400: 2026.9103073319143\n", - "12:57:38\tCompleted 3396 to KZ393600: 2398.0646156109424\n", - "12:57:38\tCompleted 3347 to KZ471000: 4483.412435799729\n", - "12:57:38\tCompleted 3324 to KZ275400: 3803.440916488475\n", - "12:57:38\tCompleted 3375 to KZ475000: 3131.288221854933\n", - "12:57:38\tCompleted 3392 to KZ791310: 223.80198650197363\n", - "12:57:38\tCompleted 3331 to KZ614400: 682.0622693457652\n", - "12:57:38\tCompleted 3376 to KZ615600: 862.0212642805378\n", - "12:57:38\tCompleted 3395 to KZ634800: 2963.470527382315\n", - "12:57:38\tCompleted 3329 to KZ475000: 3393.281150775068\n", - "12:57:38\tCompleted 3343 to KZ274000: 3751.0592832639354\n", - "12:57:38\tCompleted 3348 to KZ594200: 2240.9148160682807\n", - "12:57:38\tCompleted 3397 to KZ595200: 2474.321611948681\n", - "12:57:38\tCompleted 3380 to KZ634600: 2677.5568780411054\n", - "12:57:38\tCompleted 3334 to KZ114400: 1820.8174507380338\n", - "12:57:38\tCompleted 3346 to KZ635800: 2663.269563211609\n", - "12:57:39\tCompleted 3337 to KZ356400: 1084.5537114092285\n", - "12:57:39\tCompleted 3402 to KZ631000: 2590.9496445406166\n", - "12:57:39\tCompleted 3323 to KZ595800: 2178.1633329953875\n", - "12:57:39\tCompleted 3320 to KZ191600: 4113.128576444634\n", - "12:57:39\tCompleted 3403 to KZ431000: 927.2990528903388\n", - "12:57:39\tCompleted 3392 to KZ791510: 243.67245396144003\n", - "12:57:39\tCompleted 3378 to KZ114500: 2008.0323219662862\n", - "12:57:39\tCompleted 3318 to KZ111010: 1898.8172719595598\n", - "12:57:39\tCompleted 3321 to KZ355200: 1759.7170467527449\n", - "12:57:39\tCompleted 3388 to KZ195800: 1582.579727714734\n", - "12:57:39\tCompleted 3376 to KZ615800: 126.0819984622143\n", - "12:57:39\tCompleted 3345 to KZ193400: 1619.5262564058091\n", - "12:57:39\tCompleted 3351 to KZ155200: 2529.338899126627\n", - "12:57:39\tCompleted 3331 to KZ614600: 471.7138968143297\n", - "12:57:39\tCompleted 3389 to KZ635200: 2936.4307810260443\n", - "12:57:39\tCompleted 3373 to KZ633600: 2390.0200123681234\n", - "12:57:39\tCompleted 3374 to KZ356000: 1418.5743591735354\n", - "12:57:39\tCompleted 3349 to KZ276200: 2816.8617224805585\n", - "12:57:40\tCompleted 3382 to KZ554800: 2494.8457996135585\n", - "12:57:40\tCompleted 3322 to KZ434800: 1604.2355701433942\n", - "12:57:40\tCompleted 3401 to KZ234200: 3766.1968774576762\n", - "12:57:40\tCompleted 3392 to KZ791710: 223.47688673642116\n", - "12:57:40\tCompleted 3400 to KZ111010: 2176.036756047313\n", - "12:57:40\tCompleted 3403 to KZ435200: 825.6049228294083\n", - "12:57:40\tCompleted 3361 to KZ394000: 2363.438974155783\n", - "12:57:40\tCompleted 3405 to KZ594600: 2574.602110564238\n", - "12:57:40\tCompleted 3376 to KZ612600: 288.2269480922865\n", - "12:57:41\tCompleted 3381 to KZ394400: 2429.1571535924027\n", - "12:57:41\tCompleted 3342 to KZ553200: 1909.3432359684668\n", - "12:57:41\tCompleted 3352 to KZ632400: 2426.8963352337355\n", - "12:57:41\tCompleted 3394 to KZ154800: 2289.4275059362094\n", - "12:57:41\tCompleted 3345 to KZ193600: 919.4609874531567\n", - 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"12:58:26\tCompleted 3347 to KZ595800: 2469.76596339612912:58:26\tCompleted 3350 to KZ114000: 1863.9321447013454\n", - "\n", - "12:58:26\tCompleted 3405 to KZ554600: 2432.0927285648604\n", - "12:58:26\tCompleted 3344 to KZ111010: 1891.097570987027\n", - "12:58:26\tCompleted 3384 to KZ111010: 2010.9268786687921\n", - "12:58:26\tCompleted 3402 to KZ354800: 2175.6003975395965\n", - "12:58:26\tCompleted 3363 to KZ591000: 2086.376687899968\n", - "12:58:26\tCompleted 3314 to KZ556800: 4195.487297976968\n", - "12:58:26\tCompleted 3326 to KZ156800: 1698.333486897959\n", - "12:58:26\tCompleted 3361 to KZ395600: 2334.932702371993\n", - "12:58:27\tCompleted 3355 to KZ275800: 2823.8110927095095\n", - "12:58:27\tCompleted 3334 to KZ151000: 2979.825295609244\n", - "12:58:27\tCompleted 3379 to KZ233600: 2890.5267229714077\n", - "12:58:27\tCompleted 3378 to KZ115200: 1973.3014209489659\n", - "12:58:27\tCompleted 3342 to KZ791310: 503.6575823424394\n", - "12:58:27\tCompleted 3391 to KZ556000: 2364.4521453225443\n", - 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"\n", - "12:58:40\tCompleted 3351 to KZ751110: 945.9486654668899\n", - "12:58:40\tCompleted 3390 to KZ433600: 934.675758227759\n", - "12:58:40\tCompleted 3352 to KZ311000: 161.82194802331057\n", - "12:58:40\tCompleted 3329 to KZ591000: 2068.7436352686173\n", - "12:58:40\tCompleted 3336 to KZ633400: 1563.994529612816\n", - "12:58:40\tCompleted 3391 to KZ554800: 2569.8355582389327\n", - "12:58:40\tCompleted 3395 to KZ632800: 2561.3995913829863\n", - "12:58:40\tCompleted 3402 to KZ352300: 1438.3627490751235\n", - "12:58:40\tCompleted 3378 to KZ153200: 2177.6881309354917\n", - "12:58:40\tCompleted 3323 to KZ594600: 2347.924230332559\n", - "12:58:40\tCompleted 3358 to KZ314800: 826.1740156582863\n", - "12:58:40\tCompleted 3354 to KZ594600: 2387.2839420212244\n", - "12:58:41\tCompleted 3357 to KZ191600: 979.7410015973601\n", - "12:58:41\tCompleted 3389 to KZ313600: 866.8582027108181\n", - "12:58:41\tCompleted 3384 to KZ111810: 1911.6245468821535\n", - "12:58:41\tCompleted 3375 to KZ591000: 2236.3936543750624\n", - 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"\n", - "12:59:04\tCompleted 3346 to KZ356400: 1461.4864640539647\n", - "12:59:04\tCompleted 3371 to KZ114000: 1874.3056510121726\n", - "12:59:04\tCompleted 3363 to KZ711310: 1609.1083690514506\n", - "12:59:04\tCompleted 3320 to KZ751210: 4035.5504538288565\n", - "12:59:04\tCompleted 3358 to KZ351000: 1503.8963663428667\n", - "12:59:04\tCompleted 3405 to KZ556400: 2616.247519729286\n", - "12:59:04\tCompleted 3395 to KZ636400: 2352.760466815989\n", - "12:59:05\tCompleted 3327 to KZ635800: 2270.354390111233\n", - "12:59:05\tCompleted 3352 to KZ355200: 1584.9453489313596\n", - "12:59:05\tCompleted 3382 to KZ275000: 2831.475247389803\n", - "12:59:05\tCompleted 3401 to KZ635400: 3165.745459336493\n", - "12:59:05\tCompleted 3384 to KZ153200: 2227.6814853999963\n", - "12:59:05\tCompleted 3391 to KZ614400: 83.36437958772565\n", - "12:59:05\tCompleted 3372 to KZ155600: 2249.2538518477536\n", - "12:59:05\tCompleted 3351 to KZ234000: 3124.1348137126083\n", - "12:59:05\tCompleted 3353 to KZ394400: 2343.6926689026527\n", - 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"\n", - "13:00:05\tCompleted 3384 to KZ193200: 1765.7783929188672\n", - "13:00:05\tCompleted 3323 to KZ611600: 485.12164124631346\n", - "13:00:05\tCompleted 3314 to KZ274400: 1811.712671478036\n", - "13:00:05\tCompleted 3395 to KZ355600: 1970.5184735919368\n", - "13:00:06\tCompleted 3336 to KZ314200: 180.06798025189417\n", - "13:00:06\tCompleted 3348 to KZ612000: 385.9193366547178\n", - "13:00:06\tCompleted 3332 to KZ114600: 1989.9500725103267\n", - "13:00:06\tCompleted 3371 to KZ153200: 2168.063761639756613:00:06\tCompleted 3337 to KZ431000: 1529.6502578754128\n", - "\n", - "13:00:06\tCompleted 3339 to KZ791710: 872.8064582805459\n", - "13:00:06\tCompleted 3345 to KZ635000: 2127.7564222550413\n", - "13:00:06\tCompleted 3400 to KZ751710: 1325.3479777883558\n", - "13:00:06\tCompleted 3334 to KZ191000: 595.5784911579782\n", - "13:00:06\tCompleted 3352 to KZ396800: 2492.341257877591\n", - "13:00:06\tCompleted 3383 to KZ113200: 1975.5015768906285\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13:00:06\tCompleted 3356 to KZ115600: 1937.9954051652296\n", - "13:00:06\tCompleted 3403 to KZ555200: 2657.1876483972046\n", - "13:00:06\tCompleted 3372 to KZ751910: 1013.0721286803658\n", - "13:00:06\tCompleted 3402 to KZ392000: 2546.923945065355\n", - "13:00:07\tCompleted 3401 to KZ636400: 2372.32442806293913:00:07\tCompleted 3361 to KZ471800: 2932.641171578813\n", - "\n", - "13:00:07\tCompleted 3323 to KZ613600: 277.48099913464046\n", - "13:00:07\tCompleted 3374 to KZ473600: 2702.4697674334507\n", - "13:00:07\tCompleted 3379 to KZ636400: 2184.32521063991\n", - "13:00:07\tCompleted 3394 to KZ633200: 2494.498809706202\n", - "13:00:07\tCompleted 3318 to KZ751110: 877.4666237625781\n", - "13:00:07\tCompleted 3348 to KZ614400: 412.58260096764803\n", - "13:00:07\tCompleted 3395 to KZ352100: 1237.5019514877401\n", - "13:00:07\tCompleted 3334 to KZ196200: 361.1713183666437\n", - "13:00:07\tCompleted 3358 to KZ394000: 2421.6544068450357\n", - "13:00:07\tCompleted 3347 to KZ556800: 2139.5006780175872\n", - 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"13:00:25\tCompleted 3363 to KZ614000: 95.74823230198264\n", - "13:00:25\tCompleted 3347 to KZ791510: 1427.2079571131699\n", - "13:00:26\tCompleted 3358 to KZ395000: 2542.886459908077\n", - "13:00:26\tCompleted 3405 to KZ274800: 3512.48482777407\n", - "13:00:26\tCompleted 3394 to KZ633600: 2662.006044086145\n", - "13:00:26\tCompleted 3345 to KZ632800: 2068.247942880883\n", - "13:00:26\tCompleted 3313 to KZ791310: 205.17488332003782\n", - "13:00:26\tCompleted 3384 to KZ194400: 1385.6543338813588\n", - "13:00:26\tCompleted 3397 to KZ275400: 3835.3911518889995\n", - "13:00:26\tCompleted 3328 to KZ591000: 2267.8309629736714\n", - "13:00:26\tCompleted 3400 to KZ234000: 3318.786452094708\n", - "13:00:26\tCompleted 3354 to KZ615200: 95.01097403549706\n", - "13:00:26\tCompleted 3327 to KZ354400: 1344.975075634862\n", - "13:00:26\tCompleted 3321 to KZ434800: 1541.4645022838447\n", - "13:00:26\tCompleted 3395 to KZ351800: 1390.2647693286767\n", - "13:00:26\tCompleted 3401 to KZ634400: 2447.049981758573\n", - "13:00:26\tCompleted 3344 to KZ196800: 807.02143481051\n", - "13:00:26\tCompleted 3377 to KZ116600: 522.7069860396723\n", - "13:00:27\tCompleted 3363 to KZ613900: 353.3929291390485\n", - "13:00:27\tCompleted 3379 to KZ313600: 648.5052840588306\n", - "13:00:27\tCompleted 3378 to KZ196600: 1565.3694780578885\n", - "13:00:27\tCompleted 3329 to KZ791110: 328.3435425655059\n", - "13:00:27\tCompleted 3389 to KZ395000: 2591.5129538850415\n", - "13:00:27\tCompleted 3322 to KZ556000: 1798.0718707043084\n", - "13:00:27\tCompleted 3390 to KZ595600: 2368.039953360173\n", - "13:00:27\tCompleted 3353 to KZ593400: 1960.142688098103\n", - "13:00:27\tCompleted 3350 to KZ155600: 2291.9656270542114\n", - "13:00:27\tCompleted 3336 to KZ355600: 1478.4846939856316\n", - "13:00:27\tCompleted 3347 to KZ791710: 1425.4317767961372\n", - "13:00:27\tCompleted 3403 to KZ552200: 2352.103976031638\n", - "13:00:27\tCompleted 3375 to KZ556400: 2461.9972316853214\n", - "13:00:27\tCompleted 3313 to KZ791510: 215.2926593163063\n", - "13:00:27\tCompleted 3342 to KZ274200: 4130.543320548387\n", - "13:00:27\tCompleted 3314 to KZ274000: 2051.181024522406\n", - "13:00:28\tCompleted 3351 to KZ634000: 2396.560458638605\n", - "13:00:28\tCompleted 3401 to KZ313600: 836.50450148186\n", - "13:00:28\tCompleted 3396 to KZ595800: 2470.033550196998\n", - "13:00:28\tCompleted 3363 to KZ612000: 210.36572174136606\n", - "13:00:28\tCompleted 3354 to KZ616400: 1067.6035249315491\n", - "13:00:28\tCompleted 3379 to KZ314000: 468.16399782047296\n", - "13:00:28\tCompleted 3329 to KZ791310: 284.8033106848969\n", - "13:00:28\tCompleted 3384 to KZ194600: 1396.1712998858652\n", - "13:00:28\tCompleted 3344 to KZ191600: 832.8194108705985\n", - "13:00:28\tCompleted 3339 to KZ616400: 1857.0558631876715\n", - "13:00:28\tCompleted 3334 to KZ231000: 3739.7896684097927\n", - "13:00:28\tCompleted 3332 to KZ111810: 1758.1662026883405\n", - "13:00:28\tCompleted 3348 to KZ273200: 3145.5201213494347\n", - "13:00:28\tCompleted 3371 to KZ154200: 2404.0934767658814\n", - "13:00:28\tCompleted 3320 to KZ633800: 4573.594360652147\n", - "13:00:28\tCompleted 3399 to KZ114600: 2321.5893618945342\n", - "13:00:28\tCompleted 3373 to KZ391600: 1725.1261127711823\n", - "13:00:28\tCompleted 3336 to KZ352100: 570.2480083889131\n", - "13:00:29\tCompleted 3378 to KZ194200: 1200.812791330123\n", - "13:00:29\tCompleted 3381 to KZ553200: 2341.743609771045\n", - "13:00:29\tCompleted 3313 to KZ791710: 186.79271996601756\n", - "13:00:29\tCompleted 3356 to KZ153400: 1979.3933379538287\n", - "13:00:29\tCompleted 3327 to KZ351800: 1384.6404178844487\n", - "13:00:29\tCompleted 3325 to KZ154000: 2765.5623301686237\n", - "13:00:29\tCompleted 3352 to KZ391000: 2321.0082060838254\n", - "13:00:29\tCompleted 3383 to KZ117000: 1945.9211517478238\n", - "13:00:29\tCompleted 3363 to KZ614400: 279.925728578851\n", - "13:00:29\tCompleted 3329 to KZ791510: 261.9228111132438\n", - "13:00:29\tCompleted 3401 to KZ314000: 656.1632152435023\n", - "13:00:29\tCompleted 3354 to KZ615600: 827.9242948516024\n", - "13:00:29\tCompleted 3374 to KZ475000: 3196.598394431668\n", - "13:00:29\tCompleted 3332 to KZ116600: 388.83442828348524\n", - "13:00:29\tCompleted 3347 to KZ611600: 1682.2923120712617\n", - "13:00:30\tCompleted 3379 to KZ314800: 930.2263242896001\n", - "13:00:30\tCompleted 3344 to KZ195200: 770.5844340053252\n", - "13:00:30\tCompleted 3393 to KZ111010: 2172.351727204769\n", - "13:00:30\tCompleted 3361 to KZ594200: 2176.1711045795773\n", - "13:00:30\tCompleted 3313 to KZ611600: 222.89450233751978\n", - "13:00:30\tCompleted 3358 to KZ395200: 2010.525233068966\n", - "13:00:30\tCompleted 3314 to KZ274200: 2263.3022041194185\n", - "13:00:30\tCompleted 3380 to KZ396600: 2377.4687796794306\n", - "13:00:30\tCompleted 3378 to KZ751210: 1148.2601624649672\n", - "13:00:30\tCompleted 3346 to KZ395800: 2274.824809786742\n", - "13:00:30\tCompleted 3357 to KZ633200: 2138.280021930895\n", - "13:00:30\tCompleted 3402 to KZ396200: 2512.4641532646174\n", - "13:00:30\tCompleted 3321 to KZ433600: 1802.1346826329805\n", - "13:00:30\tCompleted 3339 to KZ615600: 1441.3645654647914\n", - "13:00:30\tCompleted 3363 to KZ614600: 36.98599606439882\n", - "13:00:30\tCompleted 3329 to KZ791710: 260.14663079621124\n", - "13:00:31\tCompleted 3388 to KZ632800: 2447.0142920618787\n", - "13:00:31\tCompleted 3350 to KZ156800: 1793.9454712748097\n", - "13:00:31\tCompleted 3337 to KZ473600: 3497.9839241364352\n", - "13:00:31\tCompleted 3354 to KZ615800: 69.38117972753804\n", - "13:00:31\tCompleted 3336 to KZ352200: 1287.0412309737496\n", - "13:00:31\tCompleted 3401 to KZ314800: 1118.2255417126294\n", - "13:00:31\tCompleted 3322 to KZ556800: 1859.6428293890554\n", - "13:00:31\tCompleted 3379 to KZ315400: 617.4652056096262\n", - "13:00:31\tCompleted 3328 to KZ595600: 2501.7185494955916\n", - "13:00:31\tCompleted 3384 to KZ194800: 1664.2869519398685\n", - "13:00:31\tCompleted 3377 to KZ115600: 2056.111108648082\n", - "13:00:31\tCompleted 3318 to KZ234000: 3214.7936192014863\n", - "13:00:31\tCompleted 3343 to KZ113200: 1793.9225134774933\n", - "13:00:31\tCompleted 3372 to KZ234200: 3543.0255992765774\n", - "13:00:31\tCompleted 3389 to KZ395200: 2059.1517270459353\n", - "13:00:31\tCompleted 3313 to KZ613600: 190.1625177571628513:00:31\tCompleted 3344 to KZ195000: 1222.2145375460102\n", - "\n", - "13:00:32\tCompleted 3347 to KZ613600: 1535.9197598333392\n", - "13:00:32\tCompleted 3363 to KZ614800: 492.24506994628337\n", - "13:00:32\tCompleted 3390 to KZ596000: 2188.6437752714223\n", - "13:00:32\tCompleted 3378 to KZ751110: 1156.0175217778478\n", - "13:00:32\tCompleted 3339 to KZ615800: 825.5399103624835\n", - "13:00:32\tCompleted 3391 to KZ276200: 3012.84855582763\n", - "13:00:32\tCompleted 3329 to KZ611600: 517.007166071335613:00:32\tCompleted 3354 to KZ612600: 291.2176987272864\n", - "\n", - "13:00:32\tCompleted 3326 to KZ233600: 2764.2912756194996\n", - "13:00:32\tCompleted 3399 to KZ114800: 2146.583291256595\n", - "13:00:32\tCompleted 3394 to KZ633800: 2668.7832385725083\n", - "13:00:32\tCompleted 3401 to KZ315400: 805.4644230326555\n", - "13:00:32\tCompleted 3345 to KZ636800: 2190.485315708562\n", - "13:00:33\tCompleted 3353 to KZ594200: 2140.000437161613\n", - "13:00:33\tCompleted 3371 to KZ156000: 1977.342709134097\n", - "13:00:33\tCompleted 3379 to KZ315600: 1255.5346566548105\n", - "13:00:33\tCompleted 3313 to KZ614000: 235.52135642973911\n", - "13:00:33\tCompleted 3403 to KZ554600: 2434.2804485334277\n", - "13:00:33\tCompleted 3393 to KZ116000: 1905.1744248583354\n", - "13:00:33\tCompleted 3323 to KZ273200: 3183.9113078429286\n", - "13:00:33\tCompleted 3395 to KZ393200: 2504.4422150719342\n", - "13:00:33\tCompleted 3381 to KZ553600: 2076.7532767049133\n", - "13:00:33\tCompleted 3396 to KZ593400: 2279.420812844863\n", - "13:00:33\tCompleted 3363 to KZ615400: 236.90730365968096\n", - "13:00:33\tCompleted 3383 to KZ114400: 1858.5800253375278\n", - "13:00:33\tCompleted 3354 to KZ616000: 27.465770179903807\n", - "13:00:33\tCompleted 3397 to KZ273600: 3003.350410871538\n", - "13:00:33\tCompleted 3405 to KZ275800: 2982.067651762491613:00:33\tCompleted 3329 to KZ613600: 371.6630410058449\n", - "\n", - "13:00:33\tCompleted 3347 to KZ614000: 1482.7797129190171\n", - "13:00:34\tCompleted 3344 to KZ194400: 1039.9994640870395\n", - "13:00:34\tCompleted 3321 to KZ434000: 1566.1919330434362\n", - "13:00:34\tCompleted 3339 to KZ612600: 1080.670036983409\n", - "13:00:34\tCompleted 3315 to KZ113200: 1638.0027476522318\n", - "13:00:34\tCompleted 3350 to KZ193200: 1593.8735409760525\n", - "13:00:34\tCompleted 3378 to KZ751310: 1149.1890946531016\n", - "13:00:34\tCompleted 3336 to KZ352300: 1607.4439321393381\n", - "13:00:34\tCompleted 3313 to KZ613900: 497.52808062179764\n", - "13:00:34\tCompleted 3343 to KZ113400: 1585.1434423753221\n", - "13:00:34\tCompleted 3373 to KZ393600: 2195.6701442657777\n", - "13:00:34\tCompleted 3375 to KZ554200: 2657.828267467613\n", - "13:00:34\tCompleted 3379 to KZ316000: 695.3761252250596\n", - "13:00:34\tCompleted 3380 to KZ394200: 2011.7212598413257\n", - "13:00:34\tCompleted 3332 to KZ115600: 1922.2385508918953\n", - "13:00:34\tCompleted 3401 to KZ315600: 1443.5338740778398\n", - "13:00:34\tCompleted 3363 to KZ615200: 39.41370852282661\n", - "13:00:35\tCompleted 3354 to KZ613800: 386.29111128609753\n", - "13:00:35\tCompleted 3384 to KZ195600: 1741.067519695078\n", - "13:00:35\tCompleted 3356 to KZ153600: 2271.797098811298\n", - "13:00:35\tCompleted 3327 to KZ393200: 2498.8178636277066\n", - "13:00:35\tCompleted 3329 to KZ614000: 317.4945669190914\n", - "13:00:35\tCompleted 3322 to KZ554800: 2014.3227981373445\n", - "13:00:35\tCompleted 3328 to KZ596000: 2144.5335654425116\n", - "13:00:35\tCompleted 3339 to KZ616000: 790.4352656084329\n", - "13:00:35\tCompleted 3313 to KZ612000: 62.13351382096677\n", - "13:00:35\tCompleted 3375 to KZ791110: 309.26284103236554\n", - "13:00:35\tCompleted 3400 to KZ234200: 3769.7321586156436\n", - "13:00:35\tCompleted 3344 to KZ194600: 1050.5164300915426\n", - "13:00:35\tCompleted 3334 to KZ234000: 3948.4001457774807\n", - "13:00:35\tCompleted 3379 to KZ316600: 962.3695500661672\n", - "13:00:36\tCompleted 3378 to KZ751410: 1166.614073056742213:00:36\tCompleted 3348 to KZ274400: 3082.6488088361484\n", - "\n", - "13:00:36\tCompleted 3401 to KZ316000: 883.3753426480887\n", - "13:00:36\tCompleted 3358 to KZ391000: 2264.9234297252974\n", - "13:00:36\tCompleted 3352 to KZ395400: 2368.8757591169015\n", - "13:00:36\tCompleted 3363 to KZ616400: 943.4180344346059\n", - "13:00:36\tCompleted 3377 to KZ115200: 2003.7089889758506\n", - "13:00:36\tCompleted 3320 to KZ634000: 4820.79715854919\n", - "13:00:36\tCompleted 3346 to KZ392400: 2184.850890159496\n", - "13:00:36\tCompleted 3347 to KZ613900: 1760.702984935464713:00:36\tCompleted 3361 to KZ596600: 2039.6340285053914\n", - "\n", - "13:00:36\tCompleted 3336 to KZ352800: 1314.1636536707165\n", - "13:00:36\tCompleted 3325 to KZ154200: 3068.198369137946\n", - "13:00:36\tCompleted 3315 to KZ113400: 1429.2236765500606\n", - "13:00:36\tCompleted 3402 to KZ396600: 2520.3829940558066\n", - "13:00:36\tCompleted 3313 to KZ614400: 424.0608800616\n", - "13:00:36\tCompleted 3375 to KZ791310: 302.60543560624376\n", - "13:00:36\tCompleted 3389 to KZ391000: 2313.549923702262\n", - "13:00:36\tCompleted 3329 to KZ613900: 595.4178389355394\n", - "13:00:37\tCompleted 3395 to KZ393400: 2020.8512569090003\n", - "13:00:37\tCompleted 3399 to KZ111010: 2189.1078238591763\n", - "13:00:37\tCompleted 3390 to KZ596200: 2286.3885642478267\n", - "13:00:37\tCompleted 3379 to KZ316200: 690.6000887598868\n", - "13:00:37\tCompleted 3351 to KZ635400: 2841.4660112208144\n", - "13:00:37\tCompleted 3393 to KZ116400: 2253.75238397178\n", - "13:00:37\tCompleted 3374 to KZ475200: 3207.4413552157175\n", - "13:00:37\tCompleted 3353 to KZ596600: 2085.9796124653694\n", - "13:00:37\tCompleted 3339 to KZ613800: 1166.0490409408126\n", - "13:00:37\tCompleted 3401 to KZ316600: 1150.3687674891964\n", - "13:00:37\tCompleted 3384 to KZ195800: 1554.95439206222813:00:37\tCompleted 3363 to KZ615600: 769.9929239976132\n", - "\n", - "13:00:37\tCompleted 3350 to KZ193400: 1798.762417991493\n", - "13:00:37\tCompleted 3378 to KZ751710: 1207.602104825645\n", - "13:00:37\tCompleted 3344 to KZ194800: 1318.6320821455463\n", - "13:00:37\tCompleted 3337 to KZ474200: 3944.608085202957\n", - "13:00:38\tCompleted 3343 to KZ113600: 1819.4703999479486\n", - "13:00:38\tCompleted 3388 to KZ636800: 2569.2516648895307\n", - "13:00:38\tCompleted 3329 to KZ612000: 465.15772713643315\n", - "13:00:38\tCompleted 3313 to KZ614600: 125.75037517189847\n", - "13:00:38\tCompleted 3381 to KZ552200: 2184.278665984308\n", - "13:00:38\tCompleted 3383 to KZ114600: 2208.6292760625643\n", - "13:00:38\tCompleted 3336 to KZ356400: 966.9468855773138\n", - "13:00:38\tCompleted 3332 to KZ115200: 1797.1673836613509\n", - "13:00:38\tCompleted 3375 to KZ791510: 312.72321160251227\n", - "13:00:38\tCompleted 3379 to KZ311000: 321.95903301315866\n", - "13:00:38\tCompleted 3357 to KZ634800: 2622.7266133411604\n", - "13:00:38\tCompleted 3363 to KZ615800: 118.65203822427007\n", - "13:00:38\tCompleted 3401 to KZ316200: 878.5993061829158\n", - "13:00:38\tCompleted 3326 to KZ633200: 2284.267550866671\n", - "13:00:38\tCompleted 3347 to KZ612000: 1629.4144459639294\n", - "13:00:38\tCompleted 3396 to KZ594200: 2459.27856190837\n", - "13:00:39\tCompleted 3394 to KZ634000: 2716.750819241486\n", - "13:00:39\tCompleted 3403 to KZ555600: 2688.584294219171\n", - "13:00:39\tCompleted 3371 to KZ154600: 2275.4801398792165\n", - "13:00:39\tCompleted 3350 to KZ193600: 1098.6971490388394\n", - "13:00:39\tCompleted 3329 to KZ614400: 521.9506383753419\n", - "13:00:39\tCompleted 3313 to KZ614800: 477.6409071821363\n", - "13:00:39\tCompleted 3391 to KZ271000: 3030.541511241846\n", - "13:00:39\tCompleted 3378 to KZ751810: 1153.845948902594\n", - "13:00:39\tCompleted 3327 to KZ393400: 2015.2269054647722\n", - "13:00:39\tCompleted 3375 to KZ791710: 284.2232722522235\n", - "13:00:39\tCompleted 3322 to KZ556400: 1941.1891573121482\n", - "13:00:39\tCompleted 3379 to KZ315000: 734.6309071523804\n", - "13:00:39\tCompleted 3318 to KZ234200: 3665.739325722422\n", - "13:00:39\tCompleted 3345 to KZ635800: 2241.1117494241157\n", - "13:00:39\tCompleted 3356 to KZ154000: 2023.3736716363355\n", - "13:00:40\tCompleted 3363 to KZ612600: 183.08855717802868\n", - "13:00:40\tCompleted 3328 to KZ596200: 2531.5330151136855\n", - "13:00:40\tCompleted 3323 to KZ274400: 3121.0399953296446\n", - "13:00:40\tCompleted 3401 to KZ311000: 509.958250436188\n", - "13:00:40\tCompleted 3399 to KZ116000: 1921.930521512745\n", - "13:00:40\tCompleted 3315 to KZ113600: 1704.4964055966975\n", - "13:00:40\tCompleted 3377 to KZ115400: 1981.0883263777569\n", - "13:00:40\tCompleted 3395 to KZ391600: 1887.9565177707748\n", - "13:00:40\tCompleted 3344 to KZ195600: 1395.4126499007555\n", - "13:00:40\tCompleted 3372 to KZ234600: 3658.195897714632\n", - "13:00:40\tCompleted 3380 to KZ394400: 2439.727611167324\n", - "13:00:40\tCompleted 3373 to KZ396400: 2354.144040794684\n", - "13:00:40\tCompleted 3336 to KZ352400: 1300.08924156712\n", - "13:00:40\tCompleted 3313 to KZ615400: 381.0424551424301\n", - "13:00:40\tCompleted 3393 to KZ116800: 2051.18530239501\n", - "13:00:40\tCompleted 3384 to KZ196000: 1741.7351474511481\n", - "13:00:40\tCompleted 3375 to KZ611600: 161.29920461234386\n", - "13:00:40\tCompleted 3329 to KZ614600: 311.60226584390654\n", - "13:00:41\tCompleted 3379 to KZ314200: 327.43426394849337\n", - "13:00:41\tCompleted 3397 to KZ276600: 3085.175657570524\n", - "13:00:41\tCompleted 3363 to KZ616000: 156.9198899897504\n", - "13:00:41\tCompleted 3405 to KZ276000: 3397.8986775175267\n", - "13:00:41\tCompleted 3402 to KZ394200: 2154.635474217705\n", - "13:00:41\tCompleted 3347 to KZ614400: 1687.2357843752677\n", - "13:00:41\tCompleted 3378 to KZ751910: 1174.9868652530024\n", - "13:00:41\tCompleted 3350 to KZ194000: 1079.4589482275944\n", - "13:00:41\tCompleted 3321 to KZ471000: 3999.1408037124024\n", - "13:00:41\tCompleted 3401 to KZ315000: 922.6301245754097\n", - "13:00:42\tCompleted 3343 to KZ113800: 1899.0884847039827\n", - "13:00:42\tCompleted 3346 to KZ396200: 2140.514578572297\n", - "13:00:42\tCompleted 3332 to KZ115400: 1774.546721063257\n", - "13:00:42\tCompleted 3313 to KZ615200: 177.44957421550998\n", - 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"\n", - "13:00:51\tCompleted 3388 to KZ636200: 2480.9610153748395\n", - "13:00:51\tCompleted 3375 to KZ615400: 312.8870691722741\n", - "13:00:51\tCompleted 3328 to KZ711110: 1759.0391398266775\n", - "13:00:52\tCompleted 3326 to KZ633400: 2036.492087606253\n", - "13:00:52\tCompleted 3395 to KZ396400: 2516.9744457942597\n", - "13:00:52\tCompleted 3350 to KZ195000: 1395.964555397518\n", - "13:00:52\tCompleted 3322 to KZ791710: 1003.9312125683762\n", - "13:00:52\tCompleted 3380 to KZ434800: 701.7387947763067\n", - "13:00:52\tCompleted 3399 to KZ111810: 2089.8054920725444\n", - "13:00:52\tCompleted 3400 to KZ234800: 3018.603832889314\n", - "13:00:52\tCompleted 3394 to KZ635000: 2636.382944491275313:00:52\tCompleted 3344 to KZ196600: 1172.3506038477387\n", - "\n", - "13:00:52\tCompleted 3384 to KZ751210: 1100.89615804914\n", - "13:00:52\tCompleted 3402 to KZ434600: 1230.3800616981953\n", - "13:00:52\tCompleted 3329 to KZ612600: 468.0102094990744\n", - "13:00:52\tCompleted 3353 to KZ595200: 2187.324710767604\n", - 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"13:01:04\tCompleted 3345 to KZ313600: 323.78889173279066\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13:01:04\tCompleted 3379 to KZ355600: 1802.0832174158656\n", - "13:01:04\tCompleted 3343 to KZ114800: 2106.225678884114\n", - "13:01:04\tCompleted 3332 to KZ154000: 1934.9477698046887\n", - "13:01:04\tCompleted 3384 to KZ751510: 1116.1387987362593\n", - "13:01:05\tCompleted 3354 to KZ273600: 2858.3720264116073\n", - "13:01:05\tCompleted 3389 to KZ392400: 2378.3476509170077\n", - "13:01:05\tCompleted 3392 to KZ113600: 1968.0191735203975\n", - "13:01:05\tCompleted 3394 to KZ635200: 2901.9879922842892\n", - "13:01:05\tCompleted 3395 to KZ396800: 2640.0367995576053\n", - "13:01:05\tCompleted 3329 to KZ273200: 3254.8881587571186\n", - "13:01:05\tCompleted 3396 to KZ591000: 2396.8185642669005\n", - "13:01:05\tCompleted 3347 to KZ613800: 1718.6743594564039\n", - "13:01:05\tCompleted 3345 to KZ314000: 146.09369490265834\n", - "13:01:05\tCompleted 3344 to KZ751510: 770.4839289419369\n", - 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"\n", - "13:01:42\tCompleted 3381 to KZ615200: 153.57514447667683\n", - "13:01:42\tCompleted 3378 to KZ233600: 2866.957989709355\n", - "13:01:42\tCompleted 3393 to KZ154800: 2293.36684576443\n", - "13:01:42\tCompleted 3320 to KZ636400: 5145.4041276221305\n", - "13:01:42\tCompleted 3379 to KZ393600: 2228.2284705127117\n", - "13:01:42\tCompleted 3345 to KZ352100: 744.3503029856214\n", - "13:01:42\tCompleted 3321 to KZ594200: 2032.9676332688962\n", - "13:01:42\tCompleted 3396 to KZ711210: 1897.95785687982\n", - "13:01:42\tCompleted 3358 to KZ435200: 586.2474403245717\n", - "13:01:42\tCompleted 3334 to KZ635400: 2166.4033597158696\n", - "13:01:42\tCompleted 3356 to KZ195000: 1481.8020230506631\n", - "13:01:43\tCompleted 3325 to KZ195800: 749.5536885379605\n", - "13:01:43\tCompleted 3357 to KZ636800: 2342.893050169487\n", - "13:01:43\tCompleted 3361 to KZ555200: 2378.0670929477133\n", - "13:01:43\tCompleted 3400 to KZ633800: 2676.4076072432727\n", - "13:01:43\tCompleted 3351 to KZ631000: 2262.935167798665\n", - 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"13:01:48\tCompleted 3371 to KZ191000: 1297.0538409874966\n", - "13:01:48\tCompleted 3315 to KZ151000: 3031.209133979203\n", - "13:01:48\tCompleted 3334 to KZ632200: 1716.170510789998\n", - "13:01:48\tCompleted 3322 to KZ274400: 3935.8014280159477\n", - "13:01:48\tCompleted 3393 to KZ155200: 2720.3055086661825\n", - "13:01:48\tCompleted 3313 to KZ275800: 2554.621316115112\n", - "13:01:48\tCompleted 3320 to KZ631000: 4754.298779786874\n", - "13:01:48\tCompleted 3392 to KZ116800: 1989.315244709924\n", - "13:01:48\tCompleted 3354 to KZ276200: 2946.199904605894\n", - "13:01:48\tCompleted 3352 to KZ471000: 3131.334779028006\n", - "13:01:49\tCompleted 3325 to KZ192600: 666.8890460625296\n", - "13:01:49\tCompleted 3356 to KZ194800: 1578.2195676501988\n", - "13:01:49\tCompleted 3381 to KZ613800: 175.96306643978875\n", - "13:01:49\tCompleted 3329 to KZ274800: 3518.1923523681226\n", - "13:01:49\tCompleted 3357 to KZ635800: 2393.519483885042\n", - "13:01:49\tCompleted 3343 to KZ153200: 2327.341640794479\n", - 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"13:02:07\tCompleted 3399 to KZ155600: 2489.0314789986837\n", - "13:02:07\tCompleted 3375 to KZ276000: 3141.6132731914554\n", - "13:02:07\tCompleted 3318 to KZ632200: 2130.78637418306\n", - "13:02:08\tCompleted 3363 to KZ274000: 3509.4219021903796\n", - "13:02:08\tCompleted 3395 to KZ396600: 2497.0840041825854\n", - "13:02:08\tCompleted 3325 to KZ231000: 3587.716443383727\n", - "13:02:08\tCompleted 3380 to KZ596600: 2182.014554730041\n", - "13:02:08\tCompleted 3349 to KZ113800: 1784.8962011703613\n", - "13:02:08\tCompleted 3394 to KZ315400: 801.3753355198584\n", - "13:02:08\tCompleted 3351 to KZ315000: 598.3506764597083\n", - "13:02:08\tCompleted 3356 to KZ194200: 1067.3814026246273\n", - "13:02:08\tCompleted 3346 to KZ471800: 2845.9863374875063\n", - "13:02:08\tCompleted 3403 to KZ273600: 3031.644732557903\n", - "13:02:08\tCompleted 3358 to KZ474200: 3102.8993977130503\n", - "13:02:08\tCompleted 3337 to KZ711110: 1524.6411196199797\n", - "13:02:08\tCompleted 3320 to KZ313600: 3609.5842010410413:02:08\tCompleted 3393 to KZ193600: 1432.0268495176456\n", - "\n", - "13:02:08\tCompleted 3400 to KZ632200: 2527.0831451610215\n", - "13:02:08\tCompleted 3326 to KZ635800: 2539.5070128208235\n", - "13:02:08\tCompleted 3396 to KZ553600: 2248.5654886315556\n", - "13:02:09\tCompleted 3383 to KZ155600: 2274.0362768846253\n", - "13:02:09\tCompleted 3334 to KZ636400: 1372.982328442244\n", - "13:02:09\tCompleted 3398 to KZ114400: 1949.5621891081407\n", - "13:02:09\tCompleted 3377 to KZ194400: 1346.5477321635603\n", - "13:02:09\tCompleted 3371 to KZ751510: 979.8466451656531\n", - "13:02:09\tCompleted 3328 to KZ613900: 1631.9829704430942\n", - "13:02:09\tCompleted 3351 to KZ314200: 191.15403325582147\n", - "13:02:09\tCompleted 3332 to KZ194400: 1381.3719353113459\n", - "13:02:10\tCompleted 3374 to KZ711310: 1684.2372143977636\n", - "13:02:10\tCompleted 3381 to KZ275400: 3697.9226270310123\n", - "13:02:10\tCompleted 3388 to KZ352400: 1701.810006403286713:02:10\tCompleted 3356 to KZ751210: 1014.8287737594703\n", - "\n", - "13:02:10\tCompleted 3313 to KZ271000: 2707.5315105504587\n", - 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"13:02:50\tCompleted 3399 to KZ196000: 1919.9160926415516\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13:02:50\tCompleted 3345 to KZ394800: 2429.6147635558436\n", - "13:02:50\tCompleted 3321 to KZ553200: 2003.7634415634463\n", - "13:02:51\tCompleted 3358 to KZ593400: 1963.8598453181937\n", - "13:02:51\tCompleted 3378 to KZ632400: 2660.822045841846\n", - "13:02:51\tCompleted 3343 to KZ156800: 1950.6537108468196\n", - "13:02:51\tCompleted 3383 to KZ195800: 1762.1570836429414\n", - "13:02:51\tCompleted 3384 to KZ635400: 3004.1708631159267\n", - "13:02:51\tCompleted 3353 to KZ791510: 51.41425777288418\n", - "13:02:51\tCompleted 3403 to KZ276200: 3119.4726107521897\n", - "13:02:51\tCompleted 3357 to KZ354800: 1811.557493625191\n", - "13:02:51\tCompleted 3393 to KZ751410: 1280.6749171769086\n", - "13:02:51\tCompleted 3377 to KZ231000: 2963.643488334296\n", - "13:02:51\tCompleted 3326 to KZ316600: 936.0484211368553\n", - "13:02:51\tCompleted 3324 to KZ116800: 1786.6774271784132\n", - "13:02:52\tCompleted 3361 to KZ791310: 138.22511800022406\n", - "13:02:52\tCompleted 3342 to KZ116000: 1640.601526876256\n", - "13:02:52\tCompleted 3400 to KZ636400: 2375.859709220906\n", - "13:02:52\tCompleted 3355 to KZ114800: 1985.5458664845353\n", - "13:02:52\tCompleted 3351 to KZ354400: 1327.15762283341\n", - "13:02:52\tCompleted 3332 to KZ751510: 1111.8564001662464\n", - "13:02:52\tCompleted 3392 to KZ154800: 2231.496788079346\n", - "13:02:52\tCompleted 3394 to KZ352300: 1430.538632936053\n", - "13:02:52\tCompleted 3337 to KZ556000: 2014.9581791541532\n", - "13:02:52\tCompleted 3353 to KZ791710: 26.04680414437452\n", - "13:02:53\tCompleted 3399 to KZ191000: 1611.5269397485065\n", - "13:02:53\tCompleted 3331 to KZ114000: 1650.427663120834\n", - "13:02:53\tCompleted 3334 to KZ355200: 1818.330592313076\n", - "13:02:53\tCompleted 3349 to KZ115600: 1912.5106288305374\n", - "13:02:53\tCompleted 3326 to KZ316200: 490.34046398456854\n", - "13:02:53\tCompleted 3361 to KZ791510: 148.34289399649253\n", - 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"13:02:54\tCompleted 3351 to KZ351800: 1218.7123733514734\n", - "13:02:54\tCompleted 3318 to KZ631000: 2194.453126094358613:02:54\tCompleted 3395 to KZ474200: 3306.6797157516116\n", - "\n", - "13:02:54\tCompleted 3321 to KZ553600: 1721.3703801082142\n", - "13:02:54\tCompleted 3361 to KZ791710: 119.84295464620396\n", - "13:02:54\tCompleted 3343 to KZ193200: 1435.708447202234\n", - "13:02:54\tCompleted 3326 to KZ311000: 299.78003970757777\n", - "13:02:54\tCompleted 3357 to KZ355200: 1601.2590574303442\n", - "13:02:54\tCompleted 3356 to KZ234600: 3620.254267178135\n", - "13:02:54\tCompleted 3388 to KZ396800: 2529.893253079419\n", - "13:02:54\tCompleted 3374 to KZ551000: 2195.8704417406816\n", - "13:02:54\tCompleted 3350 to KZ633600: 2332.615683435572\n", - "13:02:54\tCompleted 3336 to KZ394400: 2751.723008607901\n", - "13:02:54\tCompleted 3399 to KZ196200: 1377.119766957172\n", - "13:02:54\tCompleted 3379 to KZ392400: 2403.229396225942\n", - "13:02:55\tCompleted 3353 to KZ613600: 141.8353966760355713:02:55\tCompleted 3373 to KZ474600: 2821.0247499339375\n", - "\n", - "13:02:55\tCompleted 3325 to KZ233600: 3521.4385127857295\n", - "13:02:55\tCompleted 3383 to KZ196000: 1948.9378390318616\n", - "13:02:55\tCompleted 3393 to KZ751810: 1267.9067930227604\n", - "13:02:55\tCompleted 3324 to KZ111810: 1808.541520201542\n", - "13:02:55\tCompleted 3394 to KZ352800: 1747.4046852431443\n", - "13:02:55\tCompleted 3380 to KZ594600: 2421.597441563374\n", - "13:02:55\tCompleted 3361 to KZ611600: 145.38448589121498\n", - "13:02:55\tCompleted 3342 to KZ116400: 1763.0028746357752\n", - "13:02:55\tCompleted 3331 to KZ117000: 1573.060006567438\n", - "13:02:55\tCompleted 3326 to KZ315000: 708.3097782230683\n", - "13:02:55\tCompleted 3372 to KZ631000: 2311.08928753698\n", - "13:02:55\tCompleted 3346 to KZ595200: 2177.516994589022\n", - "13:02:56\tCompleted 3358 to KZ594200: 2143.7175943817033\n", - "13:02:56\tCompleted 3355 to KZ111010: 1952.8195015997724\n", - "13:02:56\tCompleted 3353 to KZ614000: 92.65239554466116\n", - "13:02:56\tCompleted 3371 to KZ235200: 2879.679256537342\n", - 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"\n", - "13:03:08\tCompleted 3356 to KZ235200: 2801.5954903771185\n", - "13:03:08\tCompleted 3367 to KZ116800: 1797.3413016789095\n", - "13:03:09\tCompleted 3324 to KZ115400: 2079.8541777449636\n", - "13:03:09\tCompleted 3334 to KZ356400: 1080.241949829999\n", - "13:03:09\tCompleted 3326 to KZ351000: 1411.1983865725774\n", - "13:03:09\tCompleted 3348 to KZ114600: 2078.5501803645216\n", - "13:03:09\tCompleted 3401 to KZ396600: 2516.6479654295335\n", - "13:03:09\tCompleted 3395 to KZ475000: 3354.184181683307\n", - "13:03:09\tCompleted 3383 to KZ751210: 1308.098849629853513:03:09\tCompleted 3323 to KZ113400: 1629.6977087170087\n", - "\n", - "13:03:09\tCompleted 3321 to KZ551000: 1821.9579092842464\n", - "13:03:09\tCompleted 3352 to KZ593600: 2246.642196944186\n", - "13:03:09\tCompleted 3399 to KZ751710: 1338.4190456002214\n", - "13:03:09\tCompleted 3336 to KZ435200: 982.407931300570813:03:09\tCompleted 3315 to KZ196800: 133.63599077377546\n", - "\n", - "13:03:09\tCompleted 3396 to KZ613900: 255.62976966249875\n", - 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"13:03:29\tCompleted 3351 to KZ396800: 2468.48440358041813:03:29\tCompleted 3352 to KZ596000: 2011.010661222792\n", - "\n", - "13:03:29\tCompleted 3392 to KZ196400: 1784.072697696917213:03:29\tCompleted 3374 to KZ791510: 90.37933340909252\n", - "\n", - "13:03:29\tCompleted 3401 to KZ435200: 809.591719610082913:03:29\tCompleted 3377 to KZ235200: 2919.711193859958\n", - "\n", - "13:03:29\tCompleted 3346 to KZ711110: 1599.0535985667625\n", - "13:03:29\tCompleted 3353 to KZ274400: 2937.26971038425\n", - "13:03:29\tCompleted 3400 to KZ353600: 1919.8480861738624\n", - "13:03:29\tCompleted 3379 to KZ434000: 715.8093712864078\n", - "13:03:30\tCompleted 3343 to KZ196600: 1187.9355279254282\n", - "13:03:30\tCompleted 3334 to KZ393200: 2563.2570229666176\n", - "13:03:30\tCompleted 3396 to KZ273200: 3255.355256010949\n", - "13:03:30\tCompleted 3376 to KZ116600: 505.4539377124672\n", - "13:03:30\tCompleted 3326 to KZ356400: 1382.313357682349\n", - "13:03:30\tCompleted 3372 to KZ351600: 1214.9776246620636\n", - "13:03:30\tCompleted 3357 to KZ391600: 1756.5746845897324\n", - "13:03:30\tCompleted 3374 to KZ791710: 70.18376618407353\n", - "13:03:30\tCompleted 3350 to KZ635200: 2572.5976316337246\n", - "13:03:30\tCompleted 3337 to KZ614600: 910.433666203495\n", - "13:03:30\tCompleted 3395 to KZ593200: 2326.549873811047\n", - "13:03:30\tCompleted 3328 to KZ275800: 4024.34030786402\n", - "13:03:31\tCompleted 3392 to KZ196800: 1252.2310954557367\n", - "13:03:31\tCompleted 3331 to KZ115200: 1961.5387237500092\n", - "13:03:31\tCompleted 3399 to KZ234000: 3331.8575199065717\n", - "13:03:31\tCompleted 3367 to KZ151000: 2162.4210852036385\n", - "13:03:31\tCompleted 3371 to KZ633600: 2368.2283818077804\n", - "13:03:31\tCompleted 3382 to KZ113400: 1731.7254576464743\n", - "13:03:31\tCompleted 3320 to KZ354800: 4122.809835823045\n", - "13:03:31\tCompleted 3401 to KZ434800: 840.9179805264181\n", - "13:03:31\tCompleted 3349 to KZ154200: 2300.5249342709603\n", - "13:03:31\tCompleted 3402 to KZ553200: 2497.290745225322\n", - "13:03:31\tCompleted 3343 to KZ194200: 823.3788411976641\n", - "13:03:31\tCompleted 3400 to KZ351600: 1494.638234197411\n", - "13:03:31\tCompleted 3348 to KZ111810: 1874.8355023612469\n", - "13:03:31\tCompleted 3374 to KZ611600: 271.31637963625826\n", - "13:03:31\tCompleted 3389 to KZ596200: 2278.58318158708\n", - "13:03:32\tCompleted 3345 to KZ395800: 2640.5591603097005\n", - "13:03:32\tCompleted 3346 to KZ711410: 1599.2264016208721\n", - "13:03:32\tCompleted 3398 to KZ154600: 2453.137709345077\n", - "13:03:32\tCompleted 3373 to KZ593400: 2028.33208945077613:03:32\tCompleted 3380 to KZ552200: 2158.7484096387875\n", - "\n", - "13:03:32\tCompleted 3324 to KZ153600: 2488.678653661357\n", - "13:03:32\tCompleted 3325 to KZ632400: 1808.0573379018033\n", - "13:03:32\tCompleted 3392 to KZ191600: 1278.0290715158255\n", - "13:03:32\tCompleted 3405 to KZ114500: 2197.3250419816713\n", - "13:03:32\tCompleted 3401 to KZ433600: 1101.588160875554\n", - "13:03:32\tCompleted 3344 to KZ634600: 2347.669775199772\n", - "13:03:32\tCompleted 3348 to KZ116600: 530.630683764747\n", - "13:03:33\tCompleted 3374 to KZ613600: 225.80049040217028\n", - "13:03:33\tCompleted 3342 to KZ153400: 2478.8935261737793\n", - "13:03:33\tCompleted 3326 to KZ352400: 1447.5004247730058\n", - "13:03:33\tCompleted 3343 to KZ751210: 770.826212332507\n", - "13:03:33\tCompleted 3390 to KZ274800: 3331.7469418755245\n", - "13:03:33\tCompleted 3337 to KZ614800: 1392.0544715746016\n", - "13:03:33\tCompleted 3388 to KZ395600: 2486.784906621598\n", - "13:03:33\tCompleted 3372 to KZ354000: 1592.4069330669408\n", - "13:03:33\tCompleted 3327 to KZ471800: 3189.0125708624028\n", - "13:03:33\tCompleted 3376 to KZ115600: 2038.8580603208775\n", - "13:03:33\tCompleted 3358 to KZ596200: 2229.9566876101144\n", - "13:03:34\tCompleted 3400 to KZ354000: 1869.0177952787187\n", - "13:03:34\tCompleted 3392 to KZ195200: 1215.794094650552\n", - "13:03:34\tCompleted 3355 to KZ153200: 2206.6618283949138\n", - "13:03:34\tCompleted 3374 to KZ614000: 25.22792206135786\n", - "13:03:34\tCompleted 3401 to KZ434000: 834.1495739769389\n", - "13:03:34\tCompleted 3351 to KZ394800: 2240.9786018748123\n", - "13:03:34\tCompleted 3394 to KZ394000: 2640.9095986177354\n", - "13:03:34\tCompleted 3378 to KZ634600: 2740.6886494098967\n", - "13:03:34\tCompleted 3382 to KZ113600: 1860.196615716532\n", - "13:03:34\tCompleted 3352 to KZ596200: 2286.0414639686446\n", - "13:03:34\tCompleted 3343 to KZ751110: 778.5835716453877\n", - "13:03:34\tCompleted 3334 to KZ393400: 2385.5174540667526\n", - "13:03:34\tCompleted 3346 to KZ711210: 1568.8720159544566\n", - "13:03:34\tCompleted 3356 to KZ634800: 2735.3925081190396\n", - "13:03:34\tCompleted 3337 to KZ615400: 1133.2182386651536\n", - "13:03:34\tCompleted 3402 to KZ553600: 2232.3004121591903\n", - "13:03:34\tCompleted 3336 to KZ474200: 3499.0598886890493\n", - "13:03:35\tCompleted 3384 to KZ635800: 2592.2527629525903\n", - "13:03:35\tCompleted 3326 to KZ356000: 1319.6526203206122\n", - "13:03:35\tCompleted 3374 to KZ613900: 276.3877381105147\n", - "13:03:35\tCompleted 3357 to KZ393600: 2227.1187160843233\n", - "13:03:35\tCompleted 3325 to KZ632800: 1805.9529992927305\n", - "13:03:35\tCompleted 3349 to KZ156000: 1873.7741666391728\n", - "13:03:35\tCompleted 3331 to KZ115400: 2182.1114956156653\n", - "13:03:35\tCompleted 3383 to KZ234000: 3116.8623177925133\n", - "13:03:35\tCompleted 3395 to KZ595800: 2430.469483851413\n", - "13:03:35\tCompleted 3320 to KZ355200: 3424.3124038281603\n", - "13:03:35\tCompleted 3332 to KZ235200: 2713.169588545476\n", - "13:03:35\tCompleted 3372 to KZ351000: 1526.3816477171051\n", - "13:03:35\tCompleted 3393 to KZ234800: 3014.91880404677\n", - "13:03:36\tCompleted 3343 to KZ751310: 771.7551445206415\n", - "13:03:36\tCompleted 3398 to KZ154800: 2288.145020357482\n", - "13:03:36\tCompleted 3337 to KZ615200: 870.6348851668736\n", - "13:03:36\tCompleted 3392 to KZ195000: 1667.4241981912373\n", - "13:03:36\tCompleted 3400 to KZ351000: 1802.992509928883\n", - "13:03:36\tCompleted 3377 to KZ235600: 3014.7489598803627\n", - "13:03:36\tCompleted 3374 to KZ612000: 298.60461771901197\n", - "13:03:36\tCompleted 3344 to KZ634400: 1939.820515743706\n", - "13:03:36\tCompleted 3361 to KZ275400: 3566.1125583812823\n", - "13:03:36\tCompleted 3405 to KZ114000: 2133.46802841411\n", - "13:03:36\tCompleted 3367 to KZ153200: 2166.8376686322813\n", - "13:03:36\tCompleted 3371 to KZ633800: 2375.00557629415\n", - "13:03:36\tCompleted 3350 to KZ632400: 2441.553189483226\n", - "13:03:36\tCompleted 3376 to KZ115200: 1986.4559406486455\n", - "13:03:36\tCompleted 3348 to KZ115600: 2038.9078505648017\n", - "13:03:36\tCompleted 3326 to KZ354400: 1205.2660353465765\n", - "13:03:37\tCompleted 3328 to KZ276000: 4440.171333619094\n", - "13:03:37\tCompleted 3327 to KZ593200: 2088.4664281086207\n", - "13:03:37\tCompleted 3346 to KZ711310: 1590.4644044930458\n", - "13:03:37\tCompleted 3373 to KZ594200: 2208.189838514285\n", - "13:03:37\tCompleted 3380 to KZ554600: 2240.924882140583\n", - "13:03:37\tCompleted 3372 to KZ352000: 1076.303924299131\n", - "13:03:37\tCompleted 3389 to KZ596400: 2362.904419890552\n", - "13:03:37\tCompleted 3344 to KZ313600: 332.28264735922534\n", - "13:03:37\tCompleted 3345 to KZ392400: 2550.585240682432\n", - "13:03:37\tCompleted 3343 to KZ751410: 789.180122924282\n", - "13:03:37\tCompleted 3324 to KZ154000: 2240.25522648638\n", - "13:03:37\tCompleted 3400 to KZ352000: 1352.914786510909\n", - "13:03:37\tCompleted 3379 to KZ471000: 3148.758241955379\n", - "13:03:37\tCompleted 3374 to KZ614400: 202.92053755031714\n", - "13:03:38\tCompleted 3392 to KZ194400: 1485.2091247322633\n", - "13:03:38\tCompleted 3382 to KZ113800: 1939.814700472566\n", - "13:03:38\tCompleted 3358 to KZ596400: 2140.0262264889434\n", - "13:03:38\tCompleted 3325 to KZ636800: 1736.2256257128067\n", - "13:03:38\tCompleted 3396 to KZ274400: 3192.4839434976693\n", - "13:03:38\tCompleted 3356 to KZ633400: 2003.1704534483542\n", - "13:03:38\tCompleted 3355 to KZ153400: 2096.0751708692223\n", - "13:03:38\tCompleted 3344 to KZ314000: 155.2602426776695\n", - "13:03:38\tCompleted 3326 to KZ351800: 1133.7572432241147\n", - "13:03:38\tCompleted 3374 to KZ614600: 112.11484141071128\n", - "13:03:38\tCompleted 3402 to KZ552200: 2339.825801438586\n", - "13:03:38\tCompleted 3388 to KZ395800: 2513.331848127668\n", - "13:03:39\tCompleted 3353 to KZ275400: 3612.4581423412606\n", - "13:03:39\tCompleted 3343 to KZ751710: 830.1681546931849\n", - "13:03:39\tCompleted 3342 to KZ153600: 2771.297287031275613:03:39\tCompleted 3390 to KZ275800: 2801.3297658639462\n", - "\n", - "13:03:39\tCompleted 3399 to KZ234200: 3782.8032264275075\n", - "13:03:39\tCompleted 3352 to KZ596400: 2193.076688502664\n", - "13:03:39\tCompleted 3334 to KZ391600: 2241.387951082243\n", - "13:03:39\tCompleted 3378 to KZ634400: 2332.839389953831\n", - "13:03:39\tCompleted 3395 to KZ593400: 2239.8567464992775\n", - "13:03:39\tCompleted 3337 to KZ616400: 1843.2274360629253\n", - "13:03:39\tCompleted 3351 to KZ395000: 2575.114381969432\n", - "13:03:39\tCompleted 3392 to KZ194600: 1495.7260907367697\n", - "13:03:39\tCompleted 3394 to KZ396800: 2655.511673291757\n", - "13:03:40\tCompleted 3320 to KZ355600: 3667.95795692327\n", - "13:03:40\tCompleted 3376 to KZ115400: 1963.8352780505518\n", - "13:03:40\tCompleted 3405 to KZ117000: 2056.100371860718\n", - "13:03:40\tCompleted 3344 to KZ314800: 610.9960756977366\n", - "13:03:40\tCompleted 3374 to KZ614800: 568.4820322482434\n", - "13:03:40\tCompleted 3384 to KZ636200: 2453.335679722335\n", - "13:03:40\tCompleted 3331 to KZ151000: 2526.320959583718\n", - "13:03:40\tCompleted 3343 to KZ751810: 776.4119987701339\n", - "13:03:40\tCompleted 3378 to KZ313600: 722.2939096771166\n", - "13:03:40\tCompleted 3348 to KZ115200: 2056.871164647739\n", - "13:03:40\tCompleted 3336 to KZ474600: 3176.2353278709675\n", - "13:03:41\tCompleted 3372 to KZ354800: 1895.7400405359433\n", - "13:03:41\tCompleted 3400 to KZ354800: 2175.400650071291\n", - "13:03:41\tCompleted 3357 to KZ396400: 2385.592612613233\n", - "13:03:41\tCompleted 3349 to KZ154600: 2171.9115973842954\n", - "13:03:41\tCompleted 3367 to KZ153400: 2056.251011106585\n", - "13:03:41\tCompleted 3344 to KZ315400: 298.2349570177627\n", - "13:03:41\tCompleted 3374 to KZ615400: 215.3567374805405\n", - "13:03:41\tCompleted 3327 to KZ595800: 2192.386038148996\n", - "13:03:41\tCompleted 3325 to KZ635800: 1786.8520594283493\n", - "13:03:41\tCompleted 3398 to KZ155200: 2715.0836832592345\n", - "13:03:41\tCompleted 3373 to KZ596600: 2138.799374233611\n", - "13:03:41\tCompleted 3382 to KZ114500: 2013.6571955573877\n", - "13:03:41\tCompleted 3378 to KZ314000: 541.952623438759\n", - "13:03:42\tCompleted 3371 to KZ634000: 2422.973156963126\n", - "13:03:42\tCompleted 3343 to KZ751910: 797.5529151205423\n", - "13:03:42\tCompleted 3401 to KZ471000: 3298.5942819549828\n", - "13:03:42\tCompleted 3392 to KZ194800: 1763.841742790773\n", - "13:03:42\tCompleted 3337 to KZ615600: 1427.5361383400457\n", - "13:03:42\tCompleted 3374 to KZ615200: 61.62741699796951\n", - "13:03:42\tCompleted 3332 to KZ235600: 2808.207354565881\n", - "13:03:42\tCompleted 3350 to KZ632800: 2247.4841044665677\n", - "13:03:42\tCompleted 3383 to KZ234200: 3567.808024313449\n", - "13:03:42\tCompleted 3345 to KZ396200: 2506.248929095243\n", - "13:03:42\tCompleted 3393 to KZ235200: 3062.558651410138\n", - "13:03:42\tCompleted 3328 to KZ276200: 4159.557546885154\n", - "13:03:42\tCompleted 3389 to KZ594600: 2386.0588420049457\n", - "13:03:43\tCompleted 3346 to KZ555200: 2332.088709351168\n", - "13:03:43\tCompleted 3344 to KZ315600: 936.3044080629472\n", - "13:03:43\tCompleted 3377 to KZ233600: 2897.365557736239\n", - "13:03:43\tCompleted 3405 to KZ114400: 1968.759245450423\n", - "13:03:43\tCompleted 3402 to KZ554600: 2422.0022739403767\n", - "13:03:43\tCompleted 3400 to KZ355200: 1830.991030503655\n", - "13:03:43\tCompleted 3378 to KZ314800: 1004.0149499078861\n", - "13:03:43\tCompleted 3380 to KZ555600: 2495.228727826326\n", - "13:03:43\tCompleted 3337 to KZ615800: 811.7114832377373\n", - "13:03:43\tCompleted 3343 to KZ751510: 786.0688530196263\n", - "13:03:43\tCompleted 3355 to KZ153600: 2388.478931726692\n", - "13:03:43\tCompleted 3374 to KZ616400: 935.8485150667019\n", - "13:03:43\tCompleted 3372 to KZ355200: 1554.3801682918772\n", - "13:03:43\tCompleted 3351 to KZ395200: 2042.7531551303239\n", - "13:03:44\tCompleted 3342 to KZ154000: 2522.87385985627813:03:44\tCompleted 3361 to KZ273600: 2734.0718173638206\n", - "\n", - "13:03:44\tCompleted 3358 to KZ594600: 2324.2334800075046\n", - "13:03:44\tCompleted 3324 to KZ154200: 2542.891265455702\n", - "13:03:44\tCompleted 3356 to KZ633600: 2418.4531510887173\n", - "13:03:44\tCompleted 3344 to KZ316000: 497.1932032616184\n", - "13:03:44\tCompleted 3376 to KZ151000: 2186.426067206529\n", - "13:03:44\tCompleted 3348 to KZ115400: 2034.2505020496458\n", - "13:03:44\tCompleted 3394 to KZ394800: 2428.005871586148713:03:44\tCompleted 3352 to KZ594600: 2377.283942021225\n", - "\n", - "13:03:44\tCompleted 3388 to KZ392400: 2423.357928500399313:03:44\tCompleted 3334 to KZ393600: 2543.8212460716104\n", - "\n", - "13:03:44\tCompleted 3320 to KZ352100: 3944.4200456373364\n", - "13:03:44\tCompleted 3326 to KZ393200: 2247.93468896739\n", - "13:03:44\tCompleted 3378 to KZ315400: 691.2538312279122\n", - "13:03:44\tCompleted 3379 to KZ473600: 2729.78347593243613:03:44\tCompleted 3395 to KZ594200: 2419.714495562785\n", - "\n", - "13:03:44\tCompleted 3392 to KZ195600: 1840.6223105459826\n", - "13:03:44\tCompleted 3325 to KZ636200: 1647.934976198105\n", - "13:03:44\tCompleted 3396 to KZ275400: 3867.6723754546797\n", - "13:03:45\tCompleted 3384 to KZ636400: 2210.7498318423686\n", - "13:03:45\tCompleted 3337 to KZ612600: 1066.8416098586629\n", - "13:03:45\tCompleted 3327 to KZ593400: 2001.7733007968584\n", - "13:03:45\tCompleted 3374 to KZ615600: 845.1217693439261\n", - "13:03:45\tCompleted 3349 to KZ154800: 2006.918908396703\n", - "13:03:45\tCompleted 3382 to KZ114000: 1949.800181989829\n", - "13:03:45\tCompleted 3390 to KZ276000: 3217.1607916189814\n", - "13:03:45\tCompleted 3398 to KZ156400: 2294.3736828984256\n", - "13:03:45\tCompleted 3344 to KZ316600: 643.1393014743037\n", - "13:03:45\tCompleted 3389 to KZ711110: 1835.4566653670536\n", - "13:03:45\tCompleted 3331 to KZ153200: 2530.7375430123443\n", - "13:03:46\tCompleted 3400 to KZ355600: 1993.6177159968531\n", - "13:03:46\tCompleted 3353 to KZ273600: 2780.417401323799\n", - "13:03:46\tCompleted 3337 to KZ616000: 776.6068384836867\n", - "13:03:46\tCompleted 3374 to KZ615800: 110.59671708797575\n", - "13:03:46\tCompleted 3378 to KZ315600: 1329.3232822730965\n", - "13:03:46\tCompleted 3358 to KZ711110: 1612.5784719654362\n", - "13:03:46\tCompleted 3373 to KZ595000: 2143.515374778748\n", - "13:03:46\tCompleted 3392 to KZ195800: 1654.5091829131325\n", - "13:03:46\tCompleted 3336 to KZ475000: 3546.564354620745\n", - "13:03:46\tCompleted 3372 to KZ355600: 1717.0068537850752\n", - "13:03:47\tCompleted 3352 to KZ711110: 1665.628933979157\n", - "13:03:47\tCompleted 3325 to KZ636400: 1405.3491283181015\n", - "13:03:47\tCompleted 3344 to KZ316200: 416.13289554898336\n", - "13:03:47\tCompleted 3357 to KZ394000: 2494.0528917025495\n", - "13:03:47\tCompleted 3367 to KZ153600: 2348.6547719640544\n", - "13:03:47\tCompleted 3400 to KZ352100: 1260.6011938926579\n", - "13:03:47\tCompleted 3405 to KZ114600: 2318.808496175459\n", - "13:03:47\tCompleted 3355 to KZ154000: 2140.05550455172\n", - "13:03:47\tCompleted 3346 to KZ551600: 2065.5219873656397\n", - "13:03:47\tCompleted 3350 to KZ636800: 2369.7214772942307\n", - "13:03:47\tCompleted 3374 to KZ612600: 271.32745315567473\n", - "13:03:47\tCompleted 3378 to KZ316000: 707.9081058834504\n", - "13:03:48\tCompleted 3326 to KZ393400: 1764.3437308044383\n", - "13:03:48\tCompleted 3399 to KZ234600: 3897.973524865562\n", - "13:03:48\tCompleted 3377 to KZ633200: 2297.9066992806415\n", - "13:03:48\tCompleted 3337 to KZ613800: 1152.2206138160664\n", - "13:03:48\tCompleted 3345 to KZ396600: 2514.1677698864323\n", - "13:03:48\tCompleted 3344 to KZ311000: 17.005129960465126\n", - "13:03:48\tCompleted 3372 to KZ352100: 980.9405843573105\n", - "13:03:48\tCompleted 3380 to KZ551000: 2233.841004489157\n", - "13:03:48\tCompleted 3324 to KZ156000: 2116.1404978239225\n", - "13:03:48\tCompleted 3332 to KZ233600: 2690.82395242174\n", - "13:03:48\tCompleted 3328 to KZ271000: 4177.250502299385\n", - "13:03:48\tCompleted 3389 to KZ711410: 1835.629468421163213:03:48\tCompleted 3371 to KZ635400: 2867.8787095453354\n", - "\n", - "13:03:48\tCompleted 3376 to KZ153200: 2190.84265063517\n", - "13:03:48\tCompleted 3402 to KZ555600: 2676.3061196261197\n", - "13:03:48\tCompleted 3320 to KZ352200: 3626.0065350860236\n", - "13:03:49\tCompleted 3382 to KZ117000: 1872.432525436433\n", - "13:03:49\tCompleted 3348 to KZ151000: 2256.8412912056183\n", - "13:03:49\tCompleted 3358 to KZ711410: 1612.7512750195458\n", - "13:03:49\tCompleted 3351 to KZ391000: 2297.1513517866524\n", - "13:03:49\tCompleted 3374 to KZ616000: 179.98355527217433\n", - "13:03:49\tCompleted 3342 to KZ154200: 2825.5098988256004\n", - "13:03:49\tCompleted 3395 to KZ596600: 2301.6297792331916\n", - 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"\n", - "13:04:46\tCompleted 3361 to KZ274200: 3610.5963290712957\n", - "13:04:46\tCompleted 3351 to KZ435200: 618.4753623859297\n", - "13:04:46\tCompleted 3367 to KZ195200: 988.0182180409068\n", - "13:04:46\tCompleted 3401 to KZ596600: 2321.1937404801397\n", - "13:04:46\tCompleted 3350 to KZ352000: 1093.6691048909295\n", - "13:04:46\tCompleted 3389 to KZ556800: 2587.3100057162014\n", - "13:04:46\tCompleted 3324 to KZ196000: 1454.3220559840074\n", - "13:04:47\tCompleted 3348 to KZ156800: 1884.5699446865876\n", - "13:04:47\tCompleted 3376 to KZ194000: 1216.2823247184579\n", - "13:04:47\tCompleted 3343 to KZ634800: 2491.3899466920993\n", - "13:04:47\tCompleted 3400 to KZ395000: 2769.7660203515343\n", - "13:04:47\tCompleted 3346 to KZ791310: 210.49061221562687\n", - "13:04:47\tCompleted 3320 to KZ391000: 2748.376592327715\n", - "13:04:47\tCompleted 3405 to KZ154000: 2298.312063604702\n", - "13:04:47\tCompleted 3331 to KZ193400: 1437.2014219997893\n", - "13:04:47\tCompleted 3351 to KZ434800: 649.8016233022648\n", - 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"13:04:56\tCompleted 3351 to KZ471000: 3107.4779247308293\n", - "13:04:56\tCompleted 3401 to KZ593600: 2489.152597358497\n", - "13:04:56\tCompleted 3349 to KZ751410: 1053.7839038868285\n", - "13:04:56\tCompleted 3367 to KZ195600: 1612.846433936337\n", - "13:04:56\tCompleted 3350 to KZ352100: 923.5864645713054\n", - "13:04:56\tCompleted 3355 to KZ191000: 1223.9558612410497\n", - "13:04:56\tCompleted 3346 to KZ614400: 359.9065511290494\n", - "13:04:57\tCompleted 3377 to KZ636800: 2502.5197275192318\n", - "13:04:57\tCompleted 3383 to KZ634000: 2766.4680021144263\n", - "13:04:57\tCompleted 3331 to KZ195000: 1034.4035594058146\n", - "13:04:57\tCompleted 3345 to KZ471800: 3211.720688010479\n", - "13:04:57\tCompleted 3371 to KZ315600: 1145.6671242866632\n", - "13:04:57\tCompleted 3372 to KZ391000: 2265.096430829685\n", - "13:04:57\tCompleted 3373 to KZ553600: 1997.476765237454\n", - "13:04:57\tCompleted 3389 to KZ556400: 2529.739367452098\n", - "13:04:57\tCompleted 3348 to KZ196400: 1421.9033002125486\n", - 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"13:04:58\tCompleted 3334 to KZ396600: 2459.9148249887603\n", - "13:04:58\tCompleted 3336 to KZ711410: 1433.1467938715766\n", - "13:04:58\tCompleted 3357 to KZ394200: 1999.954651163445\n", - "13:04:58\tCompleted 3394 to KZ435200: 805.5026320972859\n", - "13:04:58\tCompleted 3350 to KZ352200: 1521.5533378000712\n", - "13:04:58\tCompleted 3327 to KZ553200: 2152.4268581549204\n", - "13:04:59\tCompleted 3374 to KZ276200: 2926.3096590342834\n", - "13:04:59\tCompleted 3337 to KZ271000: 3739.516771151432\n", - "13:04:59\tCompleted 3363 to KZ113800: 1819.2152923777767\n", - "13:04:59\tCompleted 3346 to KZ614800: 365.9231218037635\n", - "13:04:59\tCompleted 3320 to KZ395800: 3085.3489231723793\n", - "13:04:59\tCompleted 3343 to KZ633800: 2181.2277841481396\n", - "13:04:59\tCompleted 3358 to KZ554200: 2502.6922098327914\n", - "13:04:59\tCompleted 3392 to KZ235600: 3095.726359745459\n", - "13:04:59\tCompleted 3399 to KZ635400: 3182.351808306326\n", - "13:04:59\tCompleted 3348 to KZ196800: 890.0616979713685\n", - 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"13:05:00\tCompleted 3379 to KZ591000: 2188.8192417452583\n", - "13:05:00\tCompleted 3400 to KZ395400: 2539.6705432018307\n", - "13:05:00\tCompleted 3352 to KZ791110: 141.55103179371778\n", - "13:05:00\tCompleted 3397 to KZ113600: 2017.7578604230205\n", - "13:05:00\tCompleted 3344 to KZ394000: 2652.6809799561433\n", - "13:05:01\tCompleted 3380 to KZ274400: 3033.3046526489234\n", - "13:05:01\tCompleted 3367 to KZ196000: 1613.5140616924073\n", - "13:05:01\tCompleted 3336 to KZ711210: 1434.308555298475\n", - "13:05:01\tCompleted 3348 to KZ191600: 915.8596740314571\n", - "13:05:01\tCompleted 3371 to KZ316200: 587.3096162362108\n", - "13:05:01\tCompleted 3346 to KZ615200: 182.76530311109903\n", - "13:05:01\tCompleted 3345 to KZ593200: 2059.223787421502\n", - "13:05:01\tCompleted 3393 to KZ632400: 2774.8828899620107\n", - "13:05:01\tCompleted 3358 to KZ791310: 59.517087910241024\n", - "13:05:01\tCompleted 3394 to KZ433600: 1097.499073362757\n", - "13:05:01\tCompleted 3320 to KZ392400: 2682.8594782526634\n", - "13:05:01\tCompleted 3352 to KZ791310: 98.01079991310891\n", - "13:05:01\tCompleted 3331 to KZ194800: 1130.8211040053507\n", - "13:05:01\tCompleted 3384 to KZ351800: 1286.417311778482\n", - "13:05:01\tCompleted 3355 to KZ196600: 1308.6153403250078\n", - "13:05:01\tCompleted 3354 to KZ113800: 1877.146663231766\n", - "13:05:01\tCompleted 3373 to KZ552200: 2105.0021545168493\n", - "13:05:02\tCompleted 3376 to KZ194800: 1629.2054764879172\n", - "13:05:02\tCompleted 3349 to KZ751910: 1062.1566960830887\n", - "13:05:02\tCompleted 3402 to KZ275400: 3851.4072989823126\n", - "13:05:02\tCompleted 3371 to KZ311000: 212.0915006450113\n", - "13:05:02\tCompleted 3351 to KZ473600: 2688.503158707886\n", - "13:05:02\tCompleted 3348 to KZ195200: 853.6246971661838\n", - "13:05:02\tCompleted 3358 to KZ791510: 46.28278260703535\n", - "13:05:02\tCompleted 3350 to KZ352800: 1495.783372293929\n", - "13:05:02\tCompleted 3346 to KZ616400: 878.1297046616367\n", - "13:05:02\tCompleted 3367 to KZ191000: 1305.1249087993622\n", - 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"13:05:03\tCompleted 3349 to KZ751510: 1050.6726339821728\n", - "13:05:03\tCompleted 3389 to KZ554200: 2725.5704032343892\n", - "13:05:03\tCompleted 3331 to KZ195600: 1207.6016717605594\n", - "13:05:03\tCompleted 3352 to KZ791710: 73.35412002442328\n", - "13:05:04\tCompleted 3346 to KZ615600: 751.3489594392082\n", - "13:05:04\tCompleted 3383 to KZ635400: 3211.373554696636\n", - "13:05:04\tCompleted 3397 to KZ113800: 2097.37594517905\n", - "13:05:04\tCompleted 3343 to KZ634000: 2229.195364817117\n", - "13:05:04\tCompleted 3332 to KZ636800: 2537.343930667014\n", - "13:05:04\tCompleted 3357 to KZ394400: 2427.961002489444\n", - "13:05:04\tCompleted 3367 to KZ196200: 1070.7177360080275\n", - "13:05:04\tCompleted 3350 to KZ356400: 1320.2853417597044\n", - "13:05:04\tCompleted 3371 to KZ314200: 217.56673158034604\n", - "13:05:04\tCompleted 3348 to KZ195000: 1305.2548007068688\n", - "13:05:04\tCompleted 3376 to KZ195600: 1705.9860442431268\n", - "13:05:04\tCompleted 3358 to KZ611600: 274.21444634373626\n", - "13:05:04\tCompleted 3389 to KZ791110: 354.06364382817236\n", - "13:05:04\tCompleted 3398 to KZ234200: 3760.8253043661516\n", - "13:05:04\tCompleted 3352 to KZ611600: 330.21465529954753\n", - "13:05:04\tCompleted 3355 to KZ751210: 891.5060247320868\n", - "13:05:04\tCompleted 3320 to KZ396200: 3122.888400762379\n", - "13:05:05\tCompleted 3346 to KZ615800: 262.00363281254266\n", - "13:05:05\tCompleted 3356 to KZ634600: 2607.257260704408\n", - "13:05:05\tCompleted 3331 to KZ195800: 1021.4885441277095\n", - "13:05:05\tCompleted 3392 to KZ233600: 2978.34295760134613:05:05\tCompleted 3337 to KZ274000: 4393.174954870931\n", - "\n", - "13:05:05\tCompleted 3326 to KZ396200: 2232.6576372868512\n", - "13:05:05\tCompleted 3354 to KZ114500: 1950.9891583165877\n", - "13:05:05\tCompleted 3374 to KZ271000: 2944.002614448499\n", - "13:05:05\tCompleted 3400 to KZ392000: 2546.724197597049\n", - "13:05:05\tCompleted 3388 to KZ471800: 3084.4933758284365\n", - "13:05:05\tCompleted 3345 to KZ595800: 2163.143397461879\n", - 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"13:05:10\tCompleted 3358 to KZ614400: 301.03111119191396\n", - "13:05:10\tCompleted 3332 to KZ635800: 2587.970364382578\n", - "13:05:10\tCompleted 3343 to KZ635400: 2674.1009173993266\n", - "13:05:10\tCompleted 3379 to KZ596000: 2065.5218442140995\n", - "13:05:10\tCompleted 3392 to KZ633200: 2436.568091849332\n", - "13:05:10\tCompleted 3389 to KZ613600: 410.12851746680235\n", - "13:05:10\tCompleted 3384 to KZ393400: 1917.0037993588055\n", - "13:05:10\tCompleted 3320 to KZ394200: 2424.2038411747694\n", - "13:05:10\tCompleted 3356 to KZ634400: 2199.408001248347\n", - "13:05:10\tCompleted 3355 to KZ751710: 950.8479670927646\n", - "13:05:10\tCompleted 3352 to KZ614400: 344.8525362049614\n", - "13:05:10\tCompleted 3349 to KZ231000: 2820.0430085167654\n", - "13:05:10\tCompleted 3336 to KZ551600: 1812.6543266438853\n", - "13:05:10\tCompleted 3397 to KZ114000: 2107.3614266963145\n", - "13:05:10\tCompleted 3400 to KZ395600: 2620.0276955046993\n", - "13:05:10\tCompleted 3326 to KZ396600: 2240.576478078040513:05:10\tCompleted 3367 to KZ751210: 972.6750722903993\n", - "\n", - "13:05:11\tCompleted 3357 to KZ434400: 1418.6486376056644\n", - "13:05:11\tCompleted 3350 to KZ354400: 1337.8144770829024\n", - "13:05:11\tCompleted 3373 to KZ555600: 2396.495971769029\n", - "13:05:11\tCompleted 3344 to KZ394800: 2439.7772529245563\n", - "13:05:11\tCompleted 3358 to KZ614600: 68.72497871358469\n", - "13:05:11\tCompleted 3376 to KZ191000: 1398.2645191061517\n", - "13:05:11\tCompleted 3371 to KZ351600: 1193.2362032482667\n", - "13:05:11\tCompleted 3398 to KZ234600: 3875.995602804206\n", - "13:05:11\tCompleted 3389 to KZ614000: 270.8945492123294\n", - "13:05:11\tCompleted 3356 to KZ313600: 588.8625209716198\n", - "13:05:11\tCompleted 3352 to KZ614600: 124.80975507211859\n", - "13:05:11\tCompleted 3395 to KZ554600: 2398.7032840671554\n", - "13:05:11\tCompleted 3348 to KZ195600: 1478.452913061614\n", - "13:05:11\tCompleted 3363 to KZ114400: 1664.4919909313476\n", - "13:05:12\tCompleted 3355 to KZ751810: 897.0918111697137\n", - "13:05:12\tCompleted 3327 to KZ554600: 2132.5506465460285\n", - "13:05:12\tCompleted 3367 to KZ751110: 980.43243160328\n", - "13:05:12\tCompleted 3358 to KZ614800: 550.4303514874155\n", - "13:05:12\tCompleted 3357 to KZ431000: 760.3400552430211\n", - "13:05:12\tCompleted 3389 to KZ613900: 233.84123016908487\n", - "13:05:12\tCompleted 3354 to KZ117000: 1809.764488195633\n", - "13:05:12\tCompleted 3337 to KZ274200: 4510.520449250459\n", - "13:05:12\tCompleted 3372 to KZ395600: 2393.3211361656295\n", - "13:05:12\tCompleted 3374 to KZ274000: 3597.6607981680163\n", - "13:05:12\tCompleted 3378 to KZ394800: 2258.690185837308\n", - "13:05:12\tCompleted 3350 to KZ351800: 1229.3692276009658\n", - "13:05:12\tCompleted 3391 to KZ116800: 1956.4824455314351\n", - "13:05:12\tCompleted 3401 to KZ595600: 2534.9523560079615\n", - "13:05:12\tCompleted 3356 to KZ314000: 408.5212347332622\n", - "13:05:13\tCompleted 3376 to KZ196200: 1163.8573463148173\n", - "13:05:13\tCompleted 3382 to KZ154800: 2161.8374076989085\n", - "13:05:13\tCompleted 3320 to KZ394400: 2599.0572058357225\n", - 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"text": [ - "13:05:15\tCompleted 3379 to KZ596200: 2303.464926896017\n", - "13:05:15\tCompleted 3339 to KZ113200: 1722.2868560087243\n", - "13:05:15\tCompleted 3352 to KZ615200: 85.01097403549707\n", - "13:05:15\tCompleted 3367 to KZ751410: 991.0289828821743\n", - "13:05:15\tCompleted 3373 to KZ551000: 2180.0947493672206\n", - "13:05:15\tCompleted 3356 to KZ315400: 557.8224425224154\n", - "13:05:15\tCompleted 3346 to KZ273200: 2867.14060484627\n", - "13:05:15\tCompleted 3358 to KZ616400: 1001.6033159757377\n", - "13:05:15\tCompleted 3394 to KZ473600: 2875.5304284192425\n", - "13:05:15\tCompleted 3332 to KZ636200: 2449.0532811523226\n", - "13:05:15\tCompleted 3389 to KZ614600: 295.04875579077793\n", - "13:05:15\tCompleted 3363 to KZ114600: 2014.541241656384\n", - "13:05:15\tCompleted 3357 to KZ433600: 950.6423664475618\n", - "13:05:15\tCompleted 3400 to KZ395800: 2646.574637010769\n", - "13:05:15\tCompleted 3397 to KZ114400: 1942.6526437326254\n", - "13:05:16\tCompleted 3391 to KZ111810: 1978.346538554564\n", - 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"13:05:55\tCompleted 3367 to KZ235200: 2878.453163529866713:05:55\tCompleted 3395 to KZ614400: 20.642135623730955\n", - "\n", - "13:05:56\tCompleted 3373 to KZ615600: 829.3460769704641\n", - "13:05:56\tCompleted 3377 to KZ354800: 1971.1841709749544\n", - "13:05:56\tCompleted 3371 to KZ396400: 2353.5092644838337\n", - "13:05:56\tCompleted 3350 to KZ391000: 2307.8082060361435\n", - "13:05:56\tCompleted 3392 to KZ632400: 2713.0128322769215\n", - "13:05:56\tCompleted 3349 to KZ633200: 2271.5471362443573\n", - "13:05:56\tCompleted 3401 to KZ553600: 2228.565383532917\n", - "13:05:56\tCompleted 3394 to KZ594200: 2435.189369296935\n", - "13:05:56\tCompleted 3344 to KZ396200: 2516.4114184639557\n", - "13:05:56\tCompleted 3388 to KZ596200: 2323.593459170475\n", - "13:05:56\tCompleted 3382 to KZ196000: 1733.4673804981817\n", - "13:05:56\tCompleted 3403 to KZ113200: 2087.86851697209\n", - "13:05:56\tCompleted 3405 to KZ196200: 1374.3389012380967\n", - "13:05:56\tCompleted 3395 to KZ614600: 307.863806085775\n", - 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"13:06:00\tCompleted 3377 to KZ355600: 1808.9220521806972\n", - "13:06:00\tCompleted 3378 to KZ394200: 1977.4956723297812\n", - "13:06:00\tCompleted 3395 to KZ616400: 845.0528691974129\n", - "13:06:00\tCompleted 3393 to KZ351600: 1490.9532053548667\n", - "13:06:00\tCompleted 3388 to KZ596400: 2301.6378283489285\n", - "13:06:01\tCompleted 3354 to KZ153400: 2083.246743744476\n", - "13:06:01\tCompleted 3343 to KZ314800: 626.580999775426\n", - "13:06:01\tCompleted 3355 to KZ633200: 2127.6231676814027\n", - "13:06:01\tCompleted 3357 to KZ593200: 2119.9171431426607\n", - "13:06:01\tCompleted 3403 to KZ113600: 2046.0521821093855\n", - "13:06:01\tCompleted 3346 to KZ276000: 3015.8586482007067\n", - "13:06:01\tCompleted 3345 to KZ555200: 2246.7166293958926\n", - "13:06:01\tCompleted 3367 to KZ235600: 2973.4909295502716\n", - "13:06:01\tCompleted 3382 to KZ192600: 1464.0219826338305\n", - "13:06:01\tCompleted 3356 to KZ393400: 1779.3023094383257\n", - "13:06:01\tCompleted 3405 to KZ194200: 1328.8488663856242\n", - 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"\n", - "13:06:03\tCompleted 3394 to KZ595000: 2370.514905561399\n", - "13:06:03\tCompleted 3382 to KZ196600: 1509.737706689095\n", - "13:06:03\tCompleted 3372 to KZ473600: 2656.4482377509157\n", - "13:06:03\tCompleted 3383 to KZ631000: 2632.8427112744866\n", - "13:06:03\tCompleted 3389 to KZ274800: 3323.941559214778\n", - "13:06:03\tCompleted 3395 to KZ612600: 433.518239541374\n", - "13:06:03\tCompleted 3356 to KZ391600: 1646.4075703001001\n", - "13:06:03\tCompleted 3377 to KZ352200: 1596.1033556038947\n", - "13:06:03\tCompleted 3384 to KZ395800: 2519.627937055667\n", - "13:06:03\tCompleted 3403 to KZ113800: 2125.670266865415\n", - "13:06:03\tCompleted 3405 to KZ751110: 1284.0535968333488\n", - "13:06:04\tCompleted 3401 to KZ554600: 2418.267245314104\n", - "13:06:04\tCompleted 3375 to KZ116600: 563.4425639046522\n", - "13:06:04\tCompleted 3345 to KZ551600: 1986.7566212405936\n", - "13:06:04\tCompleted 3382 to KZ194200: 1145.1810199613294\n", - "13:06:04\tCompleted 3381 to KZ113400: 1749.7557139919952\n", - 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"13:06:16\tCompleted 3403 to KZ114600: 2320.9962161440267\n", - "13:06:17\tCompleted 3391 to KZ193400: 2037.389261606722\n", - "13:06:17\tCompleted 3392 to KZ636400: 2310.30462269327313:06:17\tCompleted 3346 to KZ274000: 3406.5960006005453\n", - "\n", - "13:06:17\tCompleted 3381 to KZ117000: 1890.462781781954\n", - "13:06:17\tCompleted 3399 to KZ315000: 939.2364735452427\n", - "13:06:17\tCompleted 3383 to KZ315400: 851.0925183927985\n", - "13:06:17\tCompleted 3363 to KZ154800: 2028.1279489727851\n", - "13:06:17\tCompleted 3352 to KZ271000: 2953.8928600201107\n", - "13:06:17\tCompleted 3393 to KZ352300: 1434.4779727642733\n", - "13:06:17\tCompleted 3350 to KZ392400: 2372.6059332508894\n", - "13:06:18\tCompleted 3388 to KZ555200: 2507.2251846098247\n", - "13:06:18\tCompleted 3394 to KZ595600: 2530.863268495165\n", - "13:06:18\tCompleted 3399 to KZ314200: 532.0398303413557\n", - "13:06:18\tCompleted 3367 to KZ633400: 1961.016751979283\n", - "13:06:18\tCompleted 3391 to KZ193600: 1337.3239926540664\n", - "13:06:18\tCompleted 3398 to KZ632400: 2769.6610645550627\n", - "13:06:18\tCompleted 3383 to KZ315600: 1489.1619694379829\n", - "13:06:18\tCompleted 3389 to KZ276200: 2928.7416222243305\n", - "13:06:18\tCompleted 3376 to KZ633400: 2054.1563622860726\n", - "13:06:18\tCompleted 3379 to KZ554800: 2476.6889453640674\n", - "13:06:19\tCompleted 3375 to KZ153200: 2108.6329831218322\n", - "13:06:19\tCompleted 3349 to KZ634000: 2493.79914577963813:06:19\tCompleted 3382 to KZ231000: 2974.961507818955\n", - "\n", - "13:06:19\tCompleted 3377 to KZ393200: 2381.008971084119\n", - "13:06:19\tCompleted 3372 to KZ475000: 3150.576864749133\n", - "13:06:19\tCompleted 3357 to KZ595000: 2148.407301158871\n", - "13:06:19\tCompleted 3384 to KZ394200: 2027.4890267942915\n", - "13:06:19\tCompleted 3381 to KZ114400: 1803.1216553716579\n", - "13:06:19\tCompleted 3403 to KZ114800: 2145.9901455060876\n", - "13:06:19\tCompleted 3393 to KZ352800: 1751.3440250713643\n", - "13:06:19\tCompleted 3391 to KZ194000: 1318.0857918428233\n", - 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"13:06:21\tCompleted 3394 to KZ596000: 2249.4319741243057\n", - "13:06:21\tCompleted 3405 to KZ234000: 3329.076654187497\n", - "13:06:21\tCompleted 3393 to KZ356400: 1653.6150422385124\n", - "13:06:21\tCompleted 3388 to KZ551600: 2240.6584626242975\n", - "13:06:21\tCompleted 3391 to KZ196400: 1751.2398985184268\n", - "13:06:22\tCompleted 3403 to KZ111010: 2188.514678108669\n", - "13:06:22\tCompleted 3363 to KZ155200: 2455.0666118745535\n", - "13:06:22\tCompleted 3375 to KZ153400: 1998.0463255961292\n", - "13:06:22\tCompleted 3383 to KZ316200: 823.9433394898266\n", - "13:06:22\tCompleted 3351 to KZ711110: 1641.7720796819806\n", - "13:06:22\tCompleted 3377 to KZ393400: 1897.4180129211784\n", - "13:06:22\tCompleted 3381 to KZ114600: 2153.170906096694\n", - "13:06:22\tCompleted 3398 to KZ632800: 2575.59197953841\n", - "13:06:22\tCompleted 3399 to KZ353600: 1932.919153985728\n", - "13:06:22\tCompleted 3367 to KZ633600: 2376.299449619646\n", - "13:06:22\tCompleted 3346 to KZ274200: 3523.9414949799907\n", - "13:06:22\tCompleted 3352 to KZ274000: 3607.551043739627\n", - "13:06:23\tCompleted 3391 to KZ196800: 1219.3982962772463\n", - "13:06:23\tCompleted 3376 to KZ633600: 2469.4390599264357\n", - "13:06:23\tCompleted 3383 to KZ311000: 555.586345796331\n", - "13:06:23\tCompleted 3379 to KZ556400: 2414.422819055513\n", - "13:06:23\tCompleted 3357 to KZ593600: 2262.9559054431697\n", - "13:06:23\tCompleted 3393 to KZ352400: 1835.6095192867672\n", - "13:06:23\tCompleted 3400 to KZ593200: 2349.649116215961\n", - "13:06:23\tCompleted 3397 to KZ156400: 2287.4641375229103\n", - "13:06:23\tCompleted 3384 to KZ394400: 2455.49537812029\n", - "13:06:23\tCompleted 3399 to KZ351600: 1507.7093020092766\n", - "13:06:23\tCompleted 3356 to KZ394800: 2170.9820503813517\n", - "13:06:23\tCompleted 3389 to KZ271000: 2946.434577638546\n", - "13:06:24\tCompleted 3354 to KZ154800: 2136.2570905220427\n", - "13:06:24\tCompleted 3391 to KZ191600: 1245.1962723373351\n", - "13:06:24\tCompleted 3383 to KZ315000: 968.2582199355527\n", - 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"13:06:25\tCompleted 3363 to KZ156400: 2034.3566115137164\n", - "13:06:25\tCompleted 3391 to KZ195200: 1182.9612954720617\n", - "13:06:25\tCompleted 3378 to KZ473600: 2706.2147426703827\n", - "13:06:25\tCompleted 3384 to KZ433200: 1588.6128767436157\n", - "13:06:25\tCompleted 3388 to KZ553200: 2359.606456030994\n", - "13:06:26\tCompleted 3399 to KZ354000: 1882.088863090584\n", - "13:06:26\tCompleted 3392 to KZ634600: 2792.8794358449722\n", - "13:06:26\tCompleted 3373 to KZ276600: 2915.0624097910295\n", - "13:06:26\tCompleted 3351 to KZ711210: 1611.5904970696747\n", - "13:06:26\tCompleted 3375 to KZ153600: 2290.4500864535985\n", - "13:06:26\tCompleted 3395 to KZ273600: 2996.0675680916283\n", - "13:06:26\tCompleted 3393 to KZ354400: 1593.3751298603377\n", - "13:06:26\tCompleted 3384 to KZ431900: 1069.5690438483969\n", - "13:06:26\tCompleted 3405 to KZ234200: 3780.0223607084326\n", - "13:06:26\tCompleted 3398 to KZ636800: 2697.8293523660673\n", - "13:06:26\tCompleted 3383 to KZ353200: 1672.9694266712286\n", - "13:06:26\tCompleted 3367 to KZ633800: 2383.07664410601513:06:26\tCompleted 3400 to KZ595800: 2453.568726256327\n", - "\n", - "13:06:27\tCompleted 3397 to KZ155600: 2460.144011561813\n", - "13:06:27\tCompleted 3391 to KZ195000: 1634.591399012747\n", - "13:06:27\tCompleted 3403 to KZ116400: 2269.915334875681\n", - "13:06:27\tCompleted 3347 to KZ113400: 1870.6949404977317\n", - "13:06:27\tCompleted 3376 to KZ633800: 2476.2162544127937\n", - "13:06:27\tCompleted 3357 to KZ595200: 2260.4060385003954\n", - "13:06:27\tCompleted 3361 to KZ113200: 1808.7479615225914\n", - "13:06:27\tCompleted 3384 to KZ434600: 1103.2336142747772\n", - "13:06:27\tCompleted 3393 to KZ351800: 1409.6789828910498\n", - "13:06:27\tCompleted 3381 to KZ111010: 2020.6893680613468\n", - "13:06:27\tCompleted 3399 to KZ351000: 1816.0635777407483\n", - "13:06:27\tCompleted 3379 to KZ554200: 2610.253854837808\n", - "13:06:28\tCompleted 3352 to KZ274200: 3724.8965381190833\n", - "13:06:28\tCompleted 3351 to KZ711310: 1633.1828856082639\n", - 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"13:06:32\tCompleted 3388 to KZ552200: 2202.141512244258\n", - "13:06:32\tCompleted 3351 to KZ555200: 2374.8071904663834\n", - "13:06:32\tCompleted 3354 to KZ156400: 2142.485753062974\n", - "13:06:32\tCompleted 3399 to KZ354800: 2188.471717883156\n", - "13:06:32\tCompleted 3384 to KZ434800: 717.5065617292732\n", - "13:06:32\tCompleted 3379 to KZ611600: 298.6300881352431\n", - "13:06:32\tCompleted 3405 to KZ234600: 3895.192659146487\n", - "13:06:32\tCompleted 3377 to KZ396400: 2393.5412018064535\n", - "13:06:32\tCompleted 3355 to KZ632200: 2152.5831344654493\n", - "13:06:32\tCompleted 3353 to KZ113400: 1602.289801171863\n", - "13:06:32\tCompleted 3381 to KZ116400: 2102.09002482836\n", - "13:06:32\tCompleted 3394 to KZ594600: 2556.687539800684\n", - "13:06:32\tCompleted 3372 to KZ593200: 2073.0382540041946\n", - "13:06:32\tCompleted 3403 to KZ116600: 719.8805719171949\n", - "13:06:33\tCompleted 3392 to KZ314800: 1056.2057363429635\n", - "13:06:33\tCompleted 3379 to KZ613600: 253.1141989011552\n", - 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"13:06:45\tCompleted 3383 to KZ352100: 1302.6940080948334\n", - "13:06:45\tCompleted 3401 to KZ615400: 280.3258897321823\n", - "13:06:45\tCompleted 3390 to KZ113800: 2044.7797772804092\n", - "13:06:45\tCompleted 3357 to KZ596400: 2209.390397001648\n", - "13:06:45\tCompleted 3391 to KZ751210: 1167.6181497215541\n", - "13:06:45\tCompleted 3397 to KZ194600: 1545.4647776393952\n", - "13:06:45\tCompleted 3399 to KZ352400: 1852.3656159411767\n", - "13:06:45\tCompleted 3354 to KZ194000: 1054.8020939781018\n", - "13:06:45\tCompleted 3381 to KZ115400: 1974.3358882874954\n", - "13:06:45\tCompleted 3379 to KZ613800: 206.45961769484137\n", - "13:06:46\tCompleted 3398 to KZ634600: 2849.5276681231135\n", - "13:06:46\tCompleted 3373 to KZ276000: 3201.6788280202345\n", - "13:06:46\tCompleted 3372 to KZ596600: 2098.0224622990345\n", - "13:06:46\tCompleted 3392 to KZ351600: 1429.0831476697776\n", - "13:06:46\tCompleted 3400 to KZ595200: 2490.138011573687\n", - "13:06:46\tCompleted 3363 to KZ195000: 1500.761820957873\n", - 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"13:07:08\tCompleted 3398 to KZ351000: 1794.085655679391\n", - "13:07:08\tCompleted 3397 to KZ751510: 1265.4322764897893\n", - "13:07:08\tCompleted 3388 to KZ611600: 290.62186675022156\n", - "13:07:09\tCompleted 3395 to KZ274200: 3872.5920797991034\n", - "13:07:09\tCompleted 3355 to KZ313600: 465.5397719442356\n", - "13:07:09\tCompleted 3375 to KZ195200: 1279.3709274492862\n", - "13:07:09\tCompleted 3378 to KZ595000: 2199.13675630958\n", - "13:07:09\tCompleted 3392 to KZ354400: 1531.5050721752516\n", - "13:07:09\tCompleted 3398 to KZ352000: 1344.007932261417\n", - "13:07:09\tCompleted 3388 to KZ613600: 307.16415575612035\n", - "13:07:09\tCompleted 3384 to KZ593200: 2184.5392388374403\n", - "13:07:09\tCompleted 3383 to KZ393600: 2179.675657368073\n", - "13:07:10\tCompleted 3400 to KZ711410: 1911.847418605562\n", - "13:07:10\tCompleted 3382 to KZ633600: 2496.2527684254205\n", - "13:07:10\tCompleted 3379 to KZ276600: 2947.6207360379667\n", - "13:07:10\tCompleted 3376 to KZ636400: 2175.6683563904176\n", - "13:07:10\tCompleted 3372 to KZ596200: 2230.1296887145018\n", - "13:07:10\tCompleted 3390 to KZ116400: 2189.0248452906762\n", - "13:07:10\tCompleted 3388 to KZ614000: 106.59158741530733\n", - "13:07:10\tCompleted 3392 to KZ351800: 1347.808925205961\n", - "13:07:11\tCompleted 3394 to KZ556000: 2455.215662357898\n", - "13:07:11\tCompleted 3381 to KZ154600: 2308.7596391115744\n", - "13:07:11\tCompleted 3357 to KZ553600: 1993.1988904735063\n", - "13:07:11\tCompleted 3375 to KZ195000: 1731.0010309899715\n", - "13:07:11\tCompleted 3388 to KZ613900: 194.43828631893825\n", - "13:07:11\tCompleted 3393 to KZ395400: 2535.9855143592868\n", - "13:07:11\tCompleted 3396 to KZ113200: 2091.8554188514054\n", - "13:07:11\tCompleted 3401 to KZ273600: 3015.631529338578\n", - "13:07:12\tCompleted 3405 to KZ633800: 2686.697809336062\n", - "13:07:12\tCompleted 3400 to KZ711210: 1881.4930329391466\n", - "13:07:12\tCompleted 3399 to KZ396800: 2676.2071097743847\n", - "13:07:12\tCompleted 3398 to KZ354800: 2166.4937958217984\n", - "13:07:12\tCompleted 3388 to KZ612000: 351.13071086784447\n", - "13:07:12\tCompleted 3391 to KZ234600: 3790.7563241905023\n", - "13:07:12\tCompleted 3403 to KZ155200: 2736.468459570083\n", - "13:07:12\tCompleted 3367 to KZ635800: 2464.031677193858\n", - "13:07:12\tCompleted 3349 to KZ634600: 2627.85848023999\n", - "13:07:12\tCompleted 3390 to KZ116800: 1986.4577637139016\n", - "13:07:12\tCompleted 3375 to KZ194400: 1548.7859575309974\n", - "13:07:12\tCompleted 3378 to KZ593600: 2313.6853605938827\n", - "13:07:13\tCompleted 3397 to KZ231000: 3094.359575102013\n", - "13:07:13\tCompleted 3388 to KZ614400: 120.9710857587403\n", - "13:07:13\tCompleted 3384 to KZ595800: 2288.4588488778104\n", - "13:07:13\tCompleted 3396 to KZ113400: 1921.5679259186434\n", - "13:07:13\tCompleted 3372 to KZ596400: 2162.5115078631816\n", - "13:07:13\tCompleted 3381 to KZ154800: 2143.7669501239866\n", - "13:07:13\tCompleted 3388 to KZ614600: 193.47850676466126\n", - "13:07:13\tCompleted 3376 to KZ631000: 2390.558544241829\n", - "13:07:14\tCompleted 3398 to KZ355200: 1822.0841762541631\n", - "13:07:14\tCompleted 3400 to KZ711310: 1903.0854214777357\n", - "13:07:14\tCompleted 3383 to KZ396400: 2338.149553896979\n", - "13:07:14\tCompleted 3382 to KZ633800: 2503.0299629117776\n", - "13:07:14\tCompleted 3392 to KZ393200: 2461.986370949221\n", - "13:07:14\tCompleted 3375 to KZ194600: 1559.3029235355039\n", - "13:07:14\tCompleted 3394 to KZ556800: 2655.9035872298355\n", - "13:07:14\tCompleted 3388 to KZ614800: 587.7875193622065\n", - "13:07:15\tCompleted 3393 to KZ392000: 2543.0391687545048\n", - "13:07:15\tCompleted 3379 to KZ275000: 2813.318393140313\n", - "13:07:15\tCompleted 3403 to KZ156400: 2315.758459209276\n", - "13:07:15\tCompleted 3399 to KZ394800: 2448.7013080687766\n", - "13:07:15\tCompleted 3390 to KZ111810: 2008.3218567370304\n", - "13:07:15\tCompleted 3388 to KZ615400: 146.37662916411853\n", - "13:07:15\tCompleted 3384 to KZ593400: 2097.846111525677\n", - "13:07:15\tCompleted 3405 to KZ634000: 2734.665390005041\n", - "13:07:15\tCompleted 3396 to KZ113600: 2050.039083988701\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13:07:16\tCompleted 3398 to KZ355600: 1984.7108617473612\n", - "13:07:16\tCompleted 3349 to KZ634400: 2220.0092207839275\n", - "13:07:16\tCompleted 3367 to KZ636200: 2325.114593963608\n", - "13:07:16\tCompleted 3378 to KZ595200: 2311.1354936511043\n", - "13:07:16\tCompleted 3401 to KZ276600: 3097.456776037564\n", - "13:07:16\tCompleted 3392 to KZ393400: 1978.3954127862846\n", - "13:07:16\tCompleted 3388 to KZ615200: 142.99108235191903\n", - "13:07:16\tCompleted 3390 to KZ116600: 638.990082332181\n", - "13:07:16\tCompleted 3391 to KZ234800: 2924.4577000261183\n", - "13:07:17\tCompleted 3349 to KZ313600: 609.4637405072029\n", - "13:07:17\tCompleted 3398 to KZ352100: 1251.6943396431654\n", - "13:07:17\tCompleted 3372 to KZ594600: 2337.6053491323673\n", - "13:07:17\tCompleted 3397 to KZ234000: 3302.970052469701\n", - "13:07:17\tCompleted 3388 to KZ616400: 853.8990632751255\n", - "13:07:17\tCompleted 3381 to KZ155200: 2570.7056130257424\n", - "13:07:17\tCompleted 3400 to KZ555200: 2644.709726335847\n", - "13:07:17\tCompleted 3349 to KZ314000: 429.1224542688453\n", - "13:07:18\tCompleted 3376 to KZ634600: 2658.24316954212313:07:18\tCompleted 3382 to KZ634000: 2550.997543580751\n", - "\n", - "13:07:18\tCompleted 3396 to KZ113800: 2129.657168744731\n", - "13:07:18\tCompleted 3392 to KZ391600: 1845.500673648059\n", - "13:07:18\tCompleted 3388 to KZ615600: 926.485434697876\n", - "13:07:18\tCompleted 3403 to KZ155600: 2488.438333248176\n", - "13:07:18\tCompleted 3394 to KZ554800: 2660.5990752742864\n", - "13:07:18\tCompleted 3383 to KZ394000: 2446.6098329862966\n", - "13:07:18\tCompleted 3393 to KZ395600: 2616.3426666621554\n", - "13:07:18\tCompleted 3398 to KZ352200: 1771.8921651705587\n", - "13:07:19\tCompleted 3384 to KZ594200: 2277.7038605891826\n", - "13:07:19\tCompleted 3367 to KZ636400: 2082.528746083628\n", - "13:07:19\tCompleted 3388 to KZ615800: 188.78880956667172\n", - "13:07:19\tCompleted 3372 to KZ711110: 1635.0637533396746\n", - "13:07:19\tCompleted 3378 to KZ591000: 2201.3512224036467\n", - "13:07:19\tCompleted 3390 to KZ115600: 2172.39420494058\n", - "13:07:19\tCompleted 3399 to KZ395000: 2782.8370881633987\n", - "13:07:19\tCompleted 3379 to KZ274800: 3348.823304523715\n", - "13:07:19\tCompleted 3398 to KZ352300: 1429.2561473573253\n", - "13:07:20\tCompleted 3388 to KZ612600: 319.13294022025997\n", - "13:07:20\tCompleted 3405 to KZ635400: 3179.5709425872506\n", - "13:07:20\tCompleted 3381 to KZ156400: 2149.9956126649176\n", - "13:07:20\tCompleted 3403 to KZ156800: 1990.418177468796\n", - "13:07:20\tCompleted 3401 to KZ275000: 2963.1544331399004\n", - "13:07:20\tCompleted 3400 to KZ551600: 2378.1430043503196\n", - "13:07:20\tCompleted 3396 to KZ114500: 2203.4996638295543\n", - "13:07:20\tCompleted 3388 to KZ616000: 261.3472206261243\n", - "13:07:21\tCompleted 3391 to KZ235200: 2972.097547389486\n", - "13:07:21\tCompleted 3372 to KZ711410: 1635.2365563937842\n", - "13:07:21\tCompleted 3392 to KZ393600: 2316.044705142642\n", - "13:07:21\tCompleted 3398 to KZ352800: 1746.1221996644165\n", - "13:07:21\tCompleted 3388 to KZ613800: 152.4096608398763\n", - "13:07:21\tCompleted 3390 to KZ115200: 1979.7937915628274\n", - "13:07:22\tCompleted 3384 to KZ596600: 2197.7823216830066\n", - "13:07:22\tCompleted 3397 to KZ234200: 3753.9157589906367\n", - "13:07:22\tCompleted 3399 to KZ395200: 2250.4758613243007\n", - "13:07:22\tCompleted 3382 to KZ635400: 2995.9030961629605\n", - "13:07:22\tCompleted 3394 to KZ556400: 2598.332948965732\n", - "13:07:22\tCompleted 3393 to KZ395800: 2642.889608168225\n", - "13:07:22\tCompleted 3403 to KZ193200: 1943.366192358763\n", - "13:07:22\tCompleted 3367 to KZ631000: 2297.4189339350505\n", - "13:07:22\tCompleted 3378 to KZ595600: 2361.5475827463115\n", - "13:07:22\tCompleted 3383 to KZ396800: 2461.211907660323\n", - "13:07:22\tCompleted 3398 to KZ356400: 1648.3932168315644\n", - "13:07:23\tCompleted 3372 to KZ711210: 1604.8821707273687\n", - "13:07:23\tCompleted 3396 to KZ114000: 2139.6426502619925\n", - "13:07:23\tCompleted 3381 to KZ155600: 2322.6754867038358\n", - "13:07:24\tCompleted 3405 to KZ635000: 2654.29751525483\n", - "13:07:24\tCompleted 3379 to KZ275800: 2818.4061285121365\n", - "13:07:24\tCompleted 3400 to KZ553200: 2497.0909977570163\n", - "13:07:24\tCompleted 3390 to KZ115400: 1957.1731289647337\n", - "13:07:24\tCompleted 3398 to KZ352400: 1830.3876938798194\n", - "13:07:24\tCompleted 3403 to KZ193400: 2148.255069374204\n", - "13:07:24\tCompleted 3372 to KZ711310: 1626.4745592659579\n", - "13:07:24\tCompleted 3392 to KZ396400: 2474.51860167155\n", - "13:07:24\tCompleted 3384 to KZ595000: 2213.029396853646\n", - "13:07:25\tCompleted 3401 to KZ274800: 3498.659344523312\n", - "13:07:25\tCompleted 3391 to KZ235600: 3067.135313409891\n", - "13:07:25\tCompleted 3378 to KZ596000: 2078.053824872488\n", - "13:07:25\tCompleted 3399 to KZ391000: 2504.874057980619\n", - "13:07:25\tCompleted 3396 to KZ117000: 2062.2749937086\n", - "13:07:25\tCompleted 3381 to KZ156800: 1824.6553309244373\n", - "13:07:25\tCompleted 3393 to KZ392400: 2552.9156885409566\n", - "13:07:25\tCompleted 3382 to KZ635000: 2470.62966883054\n", - "13:07:25\tCompleted 3403 to KZ193600: 1448.189800421548\n", - "13:07:26\tCompleted 3398 to KZ356000: 1590.3525345805992\n", - "13:07:26\tCompleted 3388 to KZ273200: 3105.647643187179\n", - "13:07:26\tCompleted 3383 to KZ394800: 2233.7061059547173\n", - "13:07:26\tCompleted 3394 to KZ554200: 2794.163984748023\n", - "13:07:26\tCompleted 3397 to KZ234600: 3869.086057428691\n", - "13:07:26\tCompleted 3400 to KZ553600: 2232.100664690884\n", - "13:07:26\tCompleted 3367 to KZ634600: 2565.103559235339\n", - "13:07:26\tCompleted 3390 to KZ151000: 2179.7639181207114\n", - "13:07:27\tCompleted 3394 to KZ791110: 319.620855086417\n", - "13:07:27\tCompleted 3403 to KZ194000: 1428.951599610305\n", - "13:07:27\tCompleted 3398 to KZ354400: 1588.15330445339\n", - "13:07:27\tCompleted 3396 to KZ114400: 1974.933867298306\n", - "13:07:27\tCompleted 3405 to KZ632200: 2537.373347253811\n", - "13:07:27\tCompleted 3381 to KZ193200: 1803.9877906961312\n", - "13:07:27\tCompleted 3394 to KZ791310: 281.73270435884245\n", - "13:07:28\tCompleted 3384 to KZ593600: 2327.57800113795\n", - "13:07:28\tCompleted 3372 to KZ555200: 2368.098864124078\n", - "13:07:28\tCompleted 3379 to KZ276000: 3234.2371542671717\n", - "13:07:28\tCompleted 3392 to KZ394000: 2582.9788807608693\n", - "13:07:28\tCompleted 3398 to KZ351800: 1404.4571574841018\n", - "13:07:28\tCompleted 3378 to KZ596200: 2279.896193633965\n", - "13:07:28\tCompleted 3394 to KZ791510: 301.6031718183088\n", - "13:07:28\tCompleted 3403 to KZ196400: 1862.1057062859086\n", - "13:07:29\tCompleted 3399 to KZ395400: 2552.741611013695\n", - "13:07:29\tCompleted 3393 to KZ396200: 2508.5793769537677\n", - "13:07:29\tCompleted 3382 to KZ632200: 2353.7055008295265\n", - "13:07:29\tCompleted 3401 to KZ275800: 2968.242168511734\n", - "13:07:29\tCompleted 3400 to KZ552200: 2339.6260539702803\n", - "13:07:29\tCompleted 3394 to KZ791710: 281.40760459329\n", - "13:07:29\tCompleted 3391 to KZ233600: 2949.7519112657747\n", - "13:07:29\tCompleted 3390 to KZ153200: 2184.180501549353\n", - "13:07:30\tCompleted 3403 to KZ196800: 1330.2641040447281\n", - "13:07:30\tCompleted 3381 to KZ193400: 2008.8766677115718\n", - "13:07:30\tCompleted 3367 to KZ634400: 2157.25429977928\n", - "13:07:30\tCompleted 3396 to KZ114600: 2324.9831180233423\n", - "13:07:30\tCompleted 3394 to KZ611600: 399.6700381748708\n", - "13:07:30\tCompleted 3383 to KZ395000: 2567.841886049337\n", - "13:07:30\tCompleted 3388 to KZ274400: 3042.7763306738893\n", - "13:07:30\tCompleted 3397 to KZ234800: 3002.7874332643073\n", - "13:07:31\tCompleted 3403 to KZ191600: 1356.062080104817\n", - "13:07:31\tCompleted 3394 to KZ613600: 437.0243288113871\n", - "13:07:31\tCompleted 3381 to KZ193600: 1308.8113987589163\n", - "13:07:31\tCompleted 3372 to KZ551600: 2101.5321421385506\n", - "13:07:31\tCompleted 3384 to KZ595200: 2325.0281341951704\n", - "13:07:31\tCompleted 3405 to KZ635200: 2919.902563047844\n", - "13:07:31\tCompleted 3378 to KZ596400: 2260.119852152358\n", - "13:07:31\tCompleted 3398 to KZ393200: 2518.634603227358\n", - "13:07:32\tCompleted 3394 to KZ614000: 236.45176047057407\n", - "13:07:32\tCompleted 3403 to KZ195200: 1293.8271032395435\n", - "13:07:32\tCompleted 3390 to KZ153400: 2073.5938440236587\n", - "13:07:32\tCompleted 3392 to KZ396800: 2597.580955434892\n", - "13:07:32\tCompleted 3393 to KZ396600: 2516.498217744957\n", - "13:07:32\tCompleted 3399 to KZ392000: 2559.795265408913\n", - "13:07:32\tCompleted 3381 to KZ194000: 1289.5731979476732\n", - "13:07:32\tCompleted 3400 to KZ554600: 2421.802526472071\n", - "13:07:32\tCompleted 3396 to KZ114800: 2149.9770473854037\n", - "13:07:32\tCompleted 3379 to KZ276200: 2953.6233675332674\n", - "13:07:32\tCompleted 3394 to KZ613900: 231.54057705106067\n", - "13:07:33\tCompleted 3391 to KZ633200: 2403.7352926708422\n", - "13:07:33\tCompleted 3383 to KZ395200: 2035.4806592102282\n", - "13:07:33\tCompleted 3382 to KZ635200: 2736.234716623554\n", - "13:07:33\tCompleted 3403 to KZ195000: 1745.4572067802287\n", - "13:07:33\tCompleted 3394 to KZ612000: 480.99088392311154\n", - "13:07:33\tCompleted 3401 to KZ276000: 3384.073194266769\n", - "13:07:34\tCompleted 3398 to KZ393400: 2035.0436450644254\n", - "13:07:34\tCompleted 3384 to KZ591000: 2215.243862947713\n", - "13:07:34\tCompleted 3394 to KZ614400: 32.377416997969526\n", - "13:07:34\tCompleted 3372 to KZ553200: 2220.480135545255\n", - "13:07:34\tCompleted 3381 to KZ196400: 1722.7273046232767\n", - "13:07:34\tCompleted 3393 to KZ394200: 2150.7506979068544\n", - "13:07:34\tCompleted 3397 to KZ235200: 3050.427280627675\n", - "13:07:35\tCompleted 3403 to KZ194400: 1563.2421333212546\n", - "13:07:35\tCompleted 3396 to KZ111010: 2192.501579987984\n", - "13:07:35\tCompleted 3378 to KZ594600: 2387.3718540518307\n", - "13:07:35\tCompleted 3388 to KZ275400: 3717.9647626308997\n", - "13:07:35\tCompleted 3394 to KZ614600: 323.33867981992796\n", - "13:07:35\tCompleted 3392 to KZ394800: 2370.0751537292886\n", - "13:07:35\tCompleted 3390 to KZ153600: 2365.9976048811277\n", - "13:07:35\tCompleted 3405 to KZ632400: 2788.8581208973455\n", - "13:07:35\tCompleted 3381 to KZ196800: 1190.8857023820963\n", - "13:07:35\tCompleted 3398 to KZ391600: 1902.1489059261999\n", - "13:07:36\tCompleted 3399 to KZ395600: 2633.0987633165637\n", - "13:07:36\tCompleted 3394 to KZ614800: 675.7177144472305\n", - "13:07:36\tCompleted 3403 to KZ194600: 1573.759099325761\n", - "13:07:36\tCompleted 3383 to KZ391000: 2289.8788558665574\n", - "13:07:36\tCompleted 3400 to KZ555600: 2676.106372157814\n", - "13:07:36\tCompleted 3379 to KZ271000: 2971.316322947483\n", - "13:07:37\tCompleted 3396 to KZ116000: 1925.324277641553\n", - "13:07:37\tCompleted 3378 to KZ711110: 1732.6720976288552\n", - "13:07:37\tCompleted 3394 to KZ615400: 276.23680221938514\n", - "13:07:37\tCompleted 3381 to KZ191600: 1216.683678442185\n", - "13:07:37\tCompleted 3391 to KZ634800: 2888.1818840811093\n", - 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"13:07:51\tCompleted 3403 to KZ751110: 1286.2413168019166\n", - "13:07:51\tCompleted 3399 to KZ394200: 2167.5067945612645\n", - "13:07:52\tCompleted 3384 to KZ711110: 1746.564738172923\n", - "13:07:52\tCompleted 3398 to KZ394800: 2426.723386007421\n", - "13:07:52\tCompleted 3394 to KZ274400: 3168.394750886232\n", - "13:07:52\tCompleted 3390 to KZ155200: 2553.542853702983\n", - "13:07:52\tCompleted 3405 to KZ636400: 2386.1499113136947\n", - "13:07:52\tCompleted 3403 to KZ751310: 1279.4128896771704\n", - "13:07:53\tCompleted 3397 to KZ633400: 2238.5313154915416\n", - "13:07:53\tCompleted 3402 to KZ113200: 2075.590342379039\n", - "13:07:53\tCompleted 3400 to KZ556400: 2605.957317636496\n", - "13:07:53\tCompleted 3382 to KZ636400: 2202.482064889402\n", - "13:07:53\tCompleted 3403 to KZ751410: 1296.837868080811\n", - "13:07:54\tCompleted 3396 to KZ151000: 2366.676425867139\n", - "13:07:54\tCompleted 3384 to KZ711410: 1746.7375412270326\n", - "13:07:54\tCompleted 3391 to KZ635400: 3070.8928547883365\n", - 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"13:07:57\tCompleted 3382 to KZ631000: 2417.3722527408113\n", - "13:07:57\tCompleted 3403 to KZ751910: 1305.2106602770712\n", - "13:07:57\tCompleted 3400 to KZ554200: 2801.7883534187863\n", - "13:07:57\tCompleted 3384 to KZ711310: 1737.9755440992062\n", - "13:07:57\tCompleted 3399 to KZ431900: 1209.586811615375\n", - "13:07:57\tCompleted 3390 to KZ155600: 2305.5127273810763\n", - "13:07:58\tCompleted 3400 to KZ791110: 327.24522375718163\n", - "13:07:58\tCompleted 3391 to KZ635000: 2545.619427455916\n", - "13:07:58\tCompleted 3403 to KZ751510: 1293.7265981761552\n", - "13:07:58\tCompleted 3398 to KZ395200: 2228.4979392629443\n", - "13:07:58\tCompleted 3388 to KZ276000: 3254.36568654162913:07:58\tCompleted 3393 to KZ474200: 3326.0939293139845\n", - "\n", - "13:07:58\tCompleted 3402 to KZ113800: 2113.3920922723637\n", - "13:07:58\tCompleted 3399 to KZ434600: 1243.2513820417553\n", - "13:07:58\tCompleted 3396 to KZ153400: 2260.506351770084\n", - "13:07:59\tCompleted 3400 to KZ791310: 289.357073029607\n", - 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"13:08:02\tCompleted 3403 to KZ231000: 3122.653896788376\n", - "13:08:02\tCompleted 3400 to KZ613600: 444.6486974821517\n", - "13:08:02\tCompleted 3393 to KZ474600: 3003.2693684959027\n", - "13:08:02\tCompleted 3388 to KZ276200: 2973.751899807725\n", - "13:08:02\tCompleted 3399 to KZ434800: 857.5243294962512\n", - "13:08:02\tCompleted 3405 to KZ313600: 850.3299847326177\n", - "13:08:03\tCompleted 3400 to KZ614000: 244.07612914133867\n", - "13:08:03\tCompleted 3402 to KZ114000: 2123.3775737896267\n", - "13:08:03\tCompleted 3399 to KZ433600: 1118.1945098453873\n", - "13:08:03\tCompleted 3397 to KZ634000: 2708.558788287243\n", - "13:08:03\tCompleted 3390 to KZ193400: 2154.8073421832933\n", - "13:08:03\tCompleted 3400 to KZ613900: 239.16494572182523\n", - "13:08:03\tCompleted 3405 to KZ314000: 669.9886984942601\n", - "13:08:04\tCompleted 3396 to KZ154000: 2304.4866854525844\n", - "13:08:04\tCompleted 3399 to KZ434000: 850.755922946772\n", - "13:08:04\tCompleted 3400 to KZ612000: 488.6152525938761\n", - 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"13:08:17\tCompleted 3402 to KZ116400: 2257.6371602826302\n", - "13:08:17\tCompleted 3396 to KZ155200: 2740.455361449398\n", - "13:08:17\tCompleted 3405 to KZ354000: 1879.307997371509\n", - "13:08:18\tCompleted 3391 to KZ635800: 2658.974754625001\n", - "13:08:18\tCompleted 3393 to KZ595800: 2449.883697413783\n", - "13:08:18\tCompleted 3403 to KZ234800: 3031.0817549506705\n", - "13:08:19\tCompleted 3399 to KZ474600: 3020.025465150313\n", - "13:08:19\tCompleted 3405 to KZ351000: 1813.2827120216732\n", - "13:08:19\tCompleted 3402 to KZ116800: 2055.0700787058604\n", - "13:08:19\tCompleted 3394 to KZ276000: 3379.984106753972\n", - "13:08:19\tCompleted 3396 to KZ156400: 2319.745361088592\n", - "13:08:20\tCompleted 3405 to KZ352000: 1363.2049886036991\n", - "13:08:20\tCompleted 3397 to KZ632400: 2762.7515191795474\n", - "13:08:20\tCompleted 3400 to KZ274400: 3176.0191195569964\n", - "13:08:20\tCompleted 3393 to KZ593400: 2259.2709600616477\n", - "13:08:21\tCompleted 3402 to KZ111810: 2076.9341717289867\n", - 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"13:08:25\tCompleted 3396 to KZ193200: 1947.3530942380787\n", - "13:08:26\tCompleted 3399 to KZ475200: 3401.1974526841395\n", - "13:08:26\tCompleted 3402 to KZ115200: 2150.4412228368856\n", - "13:08:26\tCompleted 3405 to KZ352100: 1270.891395985448\n", - "13:08:26\tCompleted 3403 to KZ235600: 3173.759368334443\n", - "13:08:26\tCompleted 3397 to KZ636800: 2690.919806990552\n", - "13:08:27\tCompleted 3400 to KZ273600: 3019.166810496545\n", - "13:08:27\tCompleted 3405 to KZ352200: 1791.0892215128408\n", - "13:08:27\tCompleted 3396 to KZ193400: 2152.2419712535198\n", - "13:08:28\tCompleted 3402 to KZ115400: 2127.820560238802\n", - "13:08:28\tCompleted 3393 to KZ595000: 2374.454245389619\n", - "13:08:28\tCompleted 3405 to KZ352300: 1448.4532036996081\n", - "13:08:28\tCompleted 3396 to KZ193600: 1452.1767023008636\n", - "13:08:29\tCompleted 3399 to KZ471800: 3230.807232523414\n", - "13:08:30\tCompleted 3396 to KZ194000: 1432.9385014896206\n", - "13:08:30\tCompleted 3405 to KZ352800: 1765.3192560066987\n", - 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"13:08:40\tCompleted 3400 to KZ275800: 2971.777449669701\n", - "13:08:40\tCompleted 3399 to KZ596600: 2337.800089449972\n", - "13:08:41\tCompleted 3405 to KZ393400: 2054.2407014067085\n", - "13:08:41\tCompleted 3393 to KZ596000: 2253.3713139525257\n", - "13:08:42\tCompleted 3405 to KZ391600: 1921.3459622684827\n", - "13:08:42\tCompleted 3402 to KZ154200: 2590.8576479495396\n", - "13:08:43\tCompleted 3399 to KZ595000: 2391.210342044026\n", - "13:08:43\tCompleted 3403 to KZ633600: 2682.1083348182656\n", - "13:08:43\tCompleted 3400 to KZ276000: 3387.6084754247363\n", - "13:08:43\tCompleted 3393 to KZ596200: 2453.1512192110386\n", - "13:08:44\tCompleted 3402 to KZ156000: 2164.10688031776\n", - "13:08:45\tCompleted 3405 to KZ393600: 2391.88999376306\n", - "13:08:45\tCompleted 3399 to KZ593600: 2505.758946328328\n", - "13:08:46\tCompleted 3393 to KZ596400: 2435.4373412324\n", - "13:08:46\tCompleted 3403 to KZ633800: 2688.8855293046295\n", - "13:08:47\tCompleted 3402 to KZ154600: 2462.2443110628747\n", - "13:08:47\tCompleted 3405 to KZ396400: 2550.3638902919633\n", - "13:08:47\tCompleted 3399 to KZ595200: 2503.2090793855505\n", - "13:08:49\tCompleted 3393 to KZ594600: 2560.626879628904\n", - "13:08:49\tCompleted 3402 to KZ154800: 2297.2516220752796\n", - "13:08:49\tCompleted 3403 to KZ634000: 2736.8531099736088\n", - "13:08:50\tCompleted 3399 to KZ591000: 2393.424808138093\n", - "13:08:50\tCompleted 3393 to KZ711110: 1907.9895867089083\n", - "13:08:50\tCompleted 3405 to KZ394000: 2658.82416938129\n", - "13:08:52\tCompleted 3393 to KZ711410: 1908.162389763018\n", - "13:08:52\tCompleted 3402 to KZ155200: 2724.190284977032\n", - "13:08:52\tCompleted 3399 to KZ595600: 2551.5587049777937\n", - "13:08:52\tCompleted 3403 to KZ635400: 3181.7586625558183\n", - "13:08:53\tCompleted 3405 to KZ396800: 2673.42624405531\n", - "13:08:53\tCompleted 3393 to KZ711210: 1877.8080040966024\n", - "13:08:54\tCompleted 3399 to KZ596000: 2270.127410606933\n", - "13:08:54\tCompleted 3402 to KZ156400: 2303.480284616224\n", - "13:08:55\tCompleted 3393 to KZ711310: 1899.4003926351916\n", - "13:08:55\tCompleted 3403 to KZ635000: 2656.485235223398\n", - "13:08:56\tCompleted 3405 to KZ394800: 2445.9204423497017\n", - "13:08:56\tCompleted 3399 to KZ596200: 2469.9073158654473\n", - "13:08:57\tCompleted 3402 to KZ155600: 2476.1601586551255\n", - "13:08:58\tCompleted 3403 to KZ632200: 2539.5610672223784\n", - "13:08:58\tCompleted 3402 to KZ156800: 1978.140002875744\n", - "13:08:59\tCompleted 3399 to KZ596400: 2452.1934378868073\n", - "13:08:59\tCompleted 3405 to KZ395000: 2780.056222444324\n", - "13:09:00\tCompleted 3402 to KZ193200: 1931.088017765711\n", - "13:09:01\tCompleted 3403 to KZ635200: 2922.090283016412\n", - "13:09:01\tCompleted 3399 to KZ594600: 2577.382976283313\n", - "13:09:02\tCompleted 3402 to KZ193400: 2135.9768947811517\n", - "13:09:03\tCompleted 3399 to KZ711110: 1924.7456833633178\n", - "13:09:03\tCompleted 3402 to KZ193600: 1435.9116258284957\n", - "13:09:04\tCompleted 3403 to KZ632400: 2791.0458408659133\n", - "13:09:04\tCompleted 3402 to KZ194000: 1416.6734250172528\n", - "13:09:04\tCompleted 3399 to KZ711410: 1924.9184864174274\n", - "13:09:05\tCompleted 3402 to KZ196400: 1849.8275316928564\n", - "13:09:05\tCompleted 3399 to KZ711210: 1894.564100751012\n", - "13:09:06\tCompleted 3403 to KZ632800: 2596.976755849259\n", - "13:09:06\tCompleted 3402 to KZ196800: 1317.985929451676\n", - "13:09:07\tCompleted 3402 to KZ191600: 1343.7839055117647\n", - "13:09:09\tCompleted 3403 to KZ636800: 2719.214128676918\n", - "13:09:12\tCompleted 3403 to KZ635800: 2769.8405623924828\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "importlib.reload(ma)\n", "# Calculate travel time between all urban areas and district centroids\n", @@ -67232,122 +610,16 @@ }, { "cell_type": "code", - "execution_count": 89, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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IDgeometrycostn_lengthorigindestinationlength_km
00LINESTRING (7697329.905 7340810.278, 7697329.9...534.7885945113052KZ113200766.275728
11LINESTRING (7697329.905 7340810.278, 7697329.9...613.2391576383052KZ113400986.116658
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" - ], - "text/plain": [ - " ID geometry cost \\\n", - "0 0 LINESTRING (7697329.905 7340810.278, 7697329.9... 534.788594 \n", - "1 1 LINESTRING (7697329.905 7340810.278, 7697329.9... 613.239157 \n", - "2 2 LINESTRING (7697329.905 7340810.278, 7697329.9... 538.503435 \n", - "3 3 LINESTRING (7697329.905 7340810.278, 7697329.9... 559.375960 \n", - "4 4 LINESTRING (7697329.905 7340810.278, 7697329.9... 546.737242 \n", - "\n", - " n_length origin destination length_km \n", - "0 511 3052 KZ113200 766.275728 \n", - "1 638 3052 KZ113400 986.116658 \n", - "2 461 3052 KZ113600 733.408311 \n", - "3 455 3052 KZ113800 741.324701 \n", - "4 487 3052 KZ114500 708.575155 " - ] - }, - "execution_count": 89, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "dist_all_rts.head()" ] }, { "cell_type": "code", - "execution_count": 92, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -67361,9 +633,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "# For each urban area, generate a travel time to the centroid, and then sample for all the other areas\n", @@ -67378,9 +648,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "tt_res = pd.DataFrame(output_matrix, columns=[f\"urb_{x}\" for x in dests[\"ID\"]])\n", @@ -67397,109 +665,9 @@ }, { "cell_type": "code", - "execution_count": 96, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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IDPopCityStateCountrygeometry
03052130655.017539PetropavlNorth Kazakhstan RegionKazakhstanPOLYGON ((69.12138 54.97431, 69.11052 54.96436...
1305319007.643360Бескөл ауылдық округіNorth Kazakhstan RegionKazakhstanPOLYGON ((69.09588 54.79527, 69.06359 54.76546...
230546238.582276POLYGON ((69.77824 53.86491, 69.76783 53.85505...
330556369.063403POLYGON ((64.14926 53.81564, 64.13017 53.79593...
430568071.832339POLYGON ((63.99785 53.47131, 63.98848 53.46149...
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" - ], - "text/plain": [ - " ID Pop City State \\\n", - "0 3052 130655.017539 Petropavl North Kazakhstan Region \n", - "1 3053 19007.643360 Бескөл ауылдық округі North Kazakhstan Region \n", - "2 3054 6238.582276 \n", - "3 3055 6369.063403 \n", - "4 3056 8071.832339 \n", - "\n", - " Country geometry \n", - "0 Kazakhstan POLYGON ((69.12138 54.97431, 69.11052 54.96436... \n", - "1 Kazakhstan POLYGON ((69.09588 54.79527, 69.06359 54.76546... \n", - "2 POLYGON ((69.77824 53.86491, 69.76783 53.85505... \n", - "3 POLYGON ((64.14926 53.81564, 64.13017 53.79593... \n", - "4 POLYGON ((63.99785 53.47131, 63.98848 53.46149... " - ] - }, - "execution_count": 96, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "urbanD = gpd.read_file(urban_extents_file)\n", "eca_kaz = gpd.read_file(\n", @@ -67515,7 +683,7 @@ }, { "cell_type": "code", - "execution_count": 112, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -67540,7 +708,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -67564,31 +732,15 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/svg+xml": [ - "" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [] }, { "cell_type": "code", - "execution_count": 7, - "metadata": { - "scrolled": true - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "inR = rasterio.open(local_friction)\n", @@ -67599,65 +751,9 @@ }, { "cell_type": "code", - "execution_count": 27, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13:39:16\tProcessing 0 of 47\n", - "13:39:24\tProcessing 1 of 47\n", - "13:39:34\tProcessing 2 of 47\n", - "13:39:45\tProcessing 3 of 47\n", - "13:39:55\tProcessing 4 of 47\n", - "13:40:02\tProcessing 5 of 47\n", - "13:40:11\tProcessing 6 of 47\n", - "13:40:20\tProcessing 7 of 47\n", - "13:40:27\tProcessing 8 of 47\n", - "13:40:33\tProcessing 9 of 47\n", - "13:40:40\tProcessing 10 of 47\n", - "13:40:46\tProcessing 11 of 47\n", - "13:40:56\tProcessing 12 of 47\n", - "13:41:02\tProcessing 13 of 47\n", - "13:41:09\tProcessing 14 of 47\n", - "13:41:16\tProcessing 15 of 47\n", - "13:41:22\tProcessing 16 of 47\n", - "13:41:30\tProcessing 17 of 47\n", - "13:41:36\tProcessing 18 of 47\n", - "13:41:42\tProcessing 19 of 47\n", - "13:41:49\tProcessing 20 of 47\n", - "13:41:55\tProcessing 21 of 47\n", - "13:42:01\tProcessing 22 of 47\n", - "13:42:09\tProcessing 23 of 47\n", - "13:42:15\tProcessing 24 of 47\n", - "13:42:21\tProcessing 25 of 47\n", - "13:42:28\tProcessing 26 of 47\n", - "13:42:37\tProcessing 27 of 47\n", - "13:42:45\tProcessing 28 of 47\n", - "13:42:52\tProcessing 29 of 47\n", - "13:42:59\tProcessing 30 of 47\n", - "13:43:05\tProcessing 31 of 47\n", - "13:43:11\tProcessing 32 of 47\n", - "13:43:17\tProcessing 33 of 47\n", - "13:43:24\tProcessing 34 of 47\n", - "13:43:30\tProcessing 35 of 47\n", - "13:43:36\tProcessing 36 of 47\n", - "13:43:42\tProcessing 37 of 47\n", - "13:43:49\tProcessing 38 of 47\n", - "13:43:56\tProcessing 39 of 47\n", - "13:44:03\tProcessing 40 of 47\n", - "13:44:10\tProcessing 41 of 47\n", - "13:44:17\tProcessing 42 of 47\n", - "13:44:26\tProcessing 43 of 47\n", - "13:44:35\tProcessing 44 of 47\n", - "13:44:43\tProcessing 45 of 47\n", - "13:44:51\tProcessing 46 of 47\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "importlib.reload(ma)\n", "\n", @@ -67676,25 +772,9 @@ }, { "cell_type": "code", - "execution_count": 28, - "metadata": { - "scrolled": false - }, - "outputs": [ - { - "data": { - "text/html": [ - "
Make this Notebook Trusted to load map: File -> Trust Notebook
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# Map resulting route\n", "centre = sel_country.unary_union.centroid\n", @@ -67719,2944 +799,18 @@ }, { "cell_type": "code", - "execution_count": 30, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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destinationBaringoBometBungomaBusiaElgeyo-MarakwetEmbuGarissaHoma BayIsioloKajiado...SiayaTaita TavetaTana RiverTharakaTrans NzoiaTurkanaUasin GishuVihigaWajirWest Pokot
origin
BaringoNaN247.384718250.761691300.902816171.907408334.095587669.343485330.637303510.929223460.021691...342.126324558.907961699.270094386.816938228.385039405.376446158.474065270.566641649.813977268.528961
Bomet247.384718NaN210.030338186.395056249.523784338.277707620.470574132.292557538.590397410.709440...180.097487509.595710649.957843397.708503236.788968556.571644183.745456122.362940677.475152388.689079
Bungoma250.761691210.030338NaN85.821950151.929043431.089396745.104811226.741244614.226947535.783017...128.291443634.669287775.031420490.11466262.540412382.32308894.13026687.667398753.111702214.440523
Busia300.902816186.39505685.821950NaN204.641645458.583865772.599281169.648645641.721417563.277486...66.561175662.163756802.525889517.609132133.554844453.337520144.27139279.407495780.606171285.454955
Elgeyo-Marakwet171.907408249.523784151.929043204.641645NaN397.148982725.925109309.061771579.226524516.603314...245.865153615.489584755.851718455.114239106.509951378.61820766.347262174.305470718.111279235.961891
Embu334.095587338.277707431.089396458.583865397.148982NaN362.756177438.705430301.330708315.630804...452.286296359.536651400.68466692.561463408.712744673.672823346.131365394.551749440.215462536.825338
Garissa669.343485620.470574745.104811772.599281725.925109362.756177NaN734.494196430.014796590.844941...766.301711597.374434323.985309372.756363722.7281601008.920721660.146780708.567165416.275571871.764867
Homa Bay330.637303132.292557226.741244169.648645309.061771438.705430734.494196NaN621.842982524.733062...105.262091623.619332763.981465497.730697268.865821588.648497243.283443154.439793760.727736420.765932
Isiolo510.929223538.590397614.226947641.721417579.226524301.330708430.014796621.842982NaN579.159681...635.423848659.511115568.517610278.856775591.850296833.011656529.268916577.689301301.020142696.164171
Kajiado460.021691410.709440535.783017563.277486516.603314315.630804590.844941524.733062579.159681NaN...556.979917367.417314555.285048375.061600513.406366799.598926450.824986499.245371718.044436662.443073
Kakamega247.051387163.96261462.29427082.948442150.790216427.379092741.394508196.039466610.516644532.072713...111.296772630.958983771.321116486.40435990.910774410.69345090.41996241.599674749.401398242.810885
Kericho196.92835672.956960186.791798163.156516181.507080304.996484619.011899152.420626488.134035409.690105...156.858947508.576375648.938508364.021750178.310131495.229403115.72875199.124400627.018790327.346839
Kiambu259.338573214.143627335.099899362.594368315.920196133.773979415.966846328.167249397.302856221.024646...356.296799319.910916447.707773193.204775312.723248598.915808250.141868298.562253536.187611461.759955
Kilifi703.185489653.873238778.946815806.441284759.767112503.814179458.054002767.896860702.586303511.694842...800.143715231.916069344.116378594.801074756.5701641042.762724693.988784742.409169721.265612905.606871
Kirinyaga294.393400311.285623391.387209418.881678357.44679543.407874391.412578399.003243306.936752288.638720...412.584109387.524990429.341068102.838670369.010558633.970636306.429178354.849562445.821506497.123151
Kisii292.83304467.037826209.550786185.915504276.413084387.046597669.23946580.356918584.038724459.478331...179.617934558.364601698.726734446.477394236.309416556.092092210.634756121.883388722.923478388.209527
Kisumu260.32003996.199358118.04697094.411688204.621400368.388167682.403583128.278954551.525719473.081788...88.114119571.968058712.330191427.413434144.805601464.588276138.84307130.379572690.410473296.705711
Kitui546.094775496.782524621.856101649.350570602.676398247.509347458.189771610.806146547.483811421.655818...643.053001371.154245365.004289338.496242599.479449885.672010536.898070585.318454686.368565748.516157
Kwale682.076252632.764001757.837578785.332047738.657875482.704942594.674597746.787623782.679406490.585605...779.034478154.985354480.736974573.691837735.4609271021.653487672.879547721.299931857.886207884.497634
Laikipia288.717754351.540602427.177152454.671621373.091318252.854995582.296464434.793187358.167768473.697973...448.374052572.584242638.788189234.055483404.800501608.920064342.219121390.639505497.052522472.072579
Lamu844.496786795.623875920.258113947.752582901.078410537.909478351.942484909.647497646.058708765.998242...941.455013487.776527304.080150547.909664897.8814611184.074022835.300082883.720466664.7380171046.918169
Machakos348.199034299.326123423.960360451.454830404.780658100.009660356.665217413.349745399.984124239.260033...445.157261306.496955377.063547190.996555401.583709687.776270339.002329387.422714538.868878550.620416
Makueni415.137884365.825634490.899211518.393680471.719508232.492269470.330051479.849255532.466732223.647237...512.096111166.215104344.017562323.479164468.522559754.715120405.941180454.361564671.351486617.559267
Mandera924.374790952.0359651027.6725151055.166984992.672092714.776275690.8363841035.288549580.062378992.605249...1048.8694151072.956682861.757732692.3023421005.2958631252.414870942.714484991.134868307.6393971118.638561
Marsabit685.560917798.769974872.906413901.900994789.482744561.510285877.666164882.022559576.614117839.339258...895.603424919.690692960.838707539.036352832.750626750.088391780.618787837.868878699.025328868.915741
Meru347.872337375.533512451.170062478.664531416.169639107.151030428.578225458.786096208.077609384.980003...472.366962465.331437506.47945277.649017428.793411680.604050366.212031414.632415346.962363543.756565
Migori339.981015127.471235255.096885231.461602321.959183447.480007729.67287477.269093631.186694519.911740...179.902147618.798010759.160143506.910803281.855515601.638191256.180854167.429487770.071448433.755626
Mombasa672.991174623.678923748.752500776.246970729.572798473.619865534.006195737.702545773.594328481.500527...769.949401145.900276420.068571564.606760726.3758491012.568410663.794469712.214854797.217805875.412556
Murang'a284.619283254.621708360.380610387.875079341.20090798.983725414.122533367.996644357.811774256.919273...381.577510355.805542445.863460158.414522338.003958624.196519275.422579323.842963496.696528487.040666
Nairobi272.511007223.198756348.272333375.766802329.092630128.473420410.666288337.222378392.002298191.198552...369.469233290.084822430.446955187.904217325.895682612.088242263.314302311.734687530.887052474.932389
Nakuru172.341802159.435555247.224449274.718918228.044746238.074696541.365645254.840483438.215965332.043851...268.421349430.930121571.292254297.505493224.847798511.919038162.266418210.686802577.100719373.884505
Nandi209.330120141.042959110.773317129.865043127.177529358.609689672.625105183.446374541.747241463.303310...143.741443562.189580702.551713417.634956121.063876437.98314961.39920165.223130680.631995270.100584
Narok344.638670120.441019325.483889301.848606363.373837328.898659611.091526234.464641582.013021401.330392...295.551037500.216662640.578795388.329455352.242519672.025195297.595508237.816491720.897775504.142630
Nyamira263.56888249.743356188.639412165.004130255.501710369.752127651.94499598.172195554.774562442.183861...158.706560541.070131681.432264429.182924215.398042535.180718189.723381100.972014693.659316367.298153
Nyandarua199.320282199.445059275.081609302.576078255.901906179.265865527.270569282.697643368.607473330.178819...296.278509429.065089560.785413238.696661252.704957538.897518190.123578238.543962507.492227401.741665
Nyeri254.573226275.930485351.567035379.061504317.626621106.856391454.861096359.183070303.505718327.699369...372.763935426.585639492.789586166.287188329.190384594.150462266.609004315.029389442.390472457.302977
Samburu351.017324476.885264538.362820580.016283454.939152295.616538611.772417560.137848310.720369573.445511...573.718714653.796944694.944959273.142605498.207033671.219634446.075195515.984167488.316895534.372149
Siaya342.126324180.097487128.29144366.561175245.865153452.286296766.301711105.262091635.423848556.979917...NaN655.866187796.228320511.311563174.778352494.561028185.49490080.994450774.308602326.678463
Taita Taveta558.907961509.595710634.669287662.163756615.489584359.536651597.374434623.619332659.511115367.417314...655.866187NaN452.384180450.523546612.292636898.485196549.711256598.131641798.395869761.329343
Tana River699.270094649.957843775.031420802.525889755.851718400.684666323.985309763.981465568.517610555.285048...796.228320452.384180NaN470.368566752.6547691038.847329690.073389738.493774587.196919901.691476
Tharaka386.816938397.708503490.114662517.609132455.11423992.561463372.756363497.730697278.856775375.061600...511.311563450.523546470.368566NaN467.738011719.548651405.156631453.577016417.741529582.701166
Trans Nzoia228.385039236.78896862.540412133.554844106.509951408.712744722.728160268.865821591.850296513.406366...174.778352612.292636752.654769467.738011NaN330.72201671.753615114.426028730.735050162.839451
Turkana405.376446556.571644382.323088453.337520378.618207673.6728231008.920721588.648497833.011656799.598926...494.561028898.4851961038.847329719.548651330.722016NaN388.672887434.208704980.925232366.887131
Uasin Gishu158.474065183.74545694.130266144.27139266.347262346.131365660.146780243.283443529.268916450.824986...185.494900549.711256690.073389405.15663171.753615388.672887NaN113.935216668.153670220.790322
Vihiga270.566641122.36294087.66739879.407495174.305470394.551749708.567165154.439793577.689301499.245371...80.994450598.131641738.493774453.577016114.426028434.208704113.935216NaN716.574055266.326139
Wajir649.813977677.475152753.111702780.606171718.111279440.215462416.275571760.727736301.020142718.044436...774.308602798.395869587.196919417.741529730.735050980.925232668.153670716.574055NaN844.077747
West Pokot268.528961388.689079214.440523285.454955235.961891536.825338871.764867420.765932696.164171662.443073...326.678463761.329343901.691476582.701166162.839451366.887131220.790322266.326139844.077747NaN
\n", - "

47 rows × 47 columns

\n", - "
" - ], - "text/plain": [ - "destination Baringo Bomet Bungoma Busia \\\n", - "origin \n", - "Baringo NaN 247.384718 250.761691 300.902816 \n", - "Bomet 247.384718 NaN 210.030338 186.395056 \n", - "Bungoma 250.761691 210.030338 NaN 85.821950 \n", - "Busia 300.902816 186.395056 85.821950 NaN \n", - "Elgeyo-Marakwet 171.907408 249.523784 151.929043 204.641645 \n", - "Embu 334.095587 338.277707 431.089396 458.583865 \n", - "Garissa 669.343485 620.470574 745.104811 772.599281 \n", - "Homa Bay 330.637303 132.292557 226.741244 169.648645 \n", - "Isiolo 510.929223 538.590397 614.226947 641.721417 \n", - "Kajiado 460.021691 410.709440 535.783017 563.277486 \n", - "Kakamega 247.051387 163.962614 62.294270 82.948442 \n", - "Kericho 196.928356 72.956960 186.791798 163.156516 \n", - "Kiambu 259.338573 214.143627 335.099899 362.594368 \n", - "Kilifi 703.185489 653.873238 778.946815 806.441284 \n", - "Kirinyaga 294.393400 311.285623 391.387209 418.881678 \n", - "Kisii 292.833044 67.037826 209.550786 185.915504 \n", - "Kisumu 260.320039 96.199358 118.046970 94.411688 \n", - "Kitui 546.094775 496.782524 621.856101 649.350570 \n", - "Kwale 682.076252 632.764001 757.837578 785.332047 \n", - "Laikipia 288.717754 351.540602 427.177152 454.671621 \n", - "Lamu 844.496786 795.623875 920.258113 947.752582 \n", - "Machakos 348.199034 299.326123 423.960360 451.454830 \n", - "Makueni 415.137884 365.825634 490.899211 518.393680 \n", - "Mandera 924.374790 952.035965 1027.672515 1055.166984 \n", - "Marsabit 685.560917 798.769974 872.906413 901.900994 \n", - "Meru 347.872337 375.533512 451.170062 478.664531 \n", - "Migori 339.981015 127.471235 255.096885 231.461602 \n", - "Mombasa 672.991174 623.678923 748.752500 776.246970 \n", - "Murang'a 284.619283 254.621708 360.380610 387.875079 \n", - "Nairobi 272.511007 223.198756 348.272333 375.766802 \n", - "Nakuru 172.341802 159.435555 247.224449 274.718918 \n", - "Nandi 209.330120 141.042959 110.773317 129.865043 \n", - "Narok 344.638670 120.441019 325.483889 301.848606 \n", - "Nyamira 263.568882 49.743356 188.639412 165.004130 \n", - "Nyandarua 199.320282 199.445059 275.081609 302.576078 \n", - "Nyeri 254.573226 275.930485 351.567035 379.061504 \n", - "Samburu 351.017324 476.885264 538.362820 580.016283 \n", - "Siaya 342.126324 180.097487 128.291443 66.561175 \n", - "Taita Taveta 558.907961 509.595710 634.669287 662.163756 \n", - "Tana River 699.270094 649.957843 775.031420 802.525889 \n", - "Tharaka 386.816938 397.708503 490.114662 517.609132 \n", - "Trans Nzoia 228.385039 236.788968 62.540412 133.554844 \n", - "Turkana 405.376446 556.571644 382.323088 453.337520 \n", - "Uasin Gishu 158.474065 183.745456 94.130266 144.271392 \n", - "Vihiga 270.566641 122.362940 87.667398 79.407495 \n", - "Wajir 649.813977 677.475152 753.111702 780.606171 \n", - "West Pokot 268.528961 388.689079 214.440523 285.454955 \n", - "\n", - "destination Elgeyo-Marakwet Embu Garissa Homa Bay \\\n", - "origin \n", - "Baringo 171.907408 334.095587 669.343485 330.637303 \n", - "Bomet 249.523784 338.277707 620.470574 132.292557 \n", - "Bungoma 151.929043 431.089396 745.104811 226.741244 \n", - "Busia 204.641645 458.583865 772.599281 169.648645 \n", - "Elgeyo-Marakwet NaN 397.148982 725.925109 309.061771 \n", - "Embu 397.148982 NaN 362.756177 438.705430 \n", - "Garissa 725.925109 362.756177 NaN 734.494196 \n", - "Homa Bay 309.061771 438.705430 734.494196 NaN \n", - "Isiolo 579.226524 301.330708 430.014796 621.842982 \n", - "Kajiado 516.603314 315.630804 590.844941 524.733062 \n", - "Kakamega 150.790216 427.379092 741.394508 196.039466 \n", - "Kericho 181.507080 304.996484 619.011899 152.420626 \n", - "Kiambu 315.920196 133.773979 415.966846 328.167249 \n", - "Kilifi 759.767112 503.814179 458.054002 767.896860 \n", - "Kirinyaga 357.446795 43.407874 391.412578 399.003243 \n", - "Kisii 276.413084 387.046597 669.239465 80.356918 \n", - "Kisumu 204.621400 368.388167 682.403583 128.278954 \n", - "Kitui 602.676398 247.509347 458.189771 610.806146 \n", - "Kwale 738.657875 482.704942 594.674597 746.787623 \n", - "Laikipia 373.091318 252.854995 582.296464 434.793187 \n", - "Lamu 901.078410 537.909478 351.942484 909.647497 \n", - "Machakos 404.780658 100.009660 356.665217 413.349745 \n", - "Makueni 471.719508 232.492269 470.330051 479.849255 \n", - "Mandera 992.672092 714.776275 690.836384 1035.288549 \n", - "Marsabit 789.482744 561.510285 877.666164 882.022559 \n", - "Meru 416.169639 107.151030 428.578225 458.786096 \n", - "Migori 321.959183 447.480007 729.672874 77.269093 \n", - "Mombasa 729.572798 473.619865 534.006195 737.702545 \n", - "Murang'a 341.200907 98.983725 414.122533 367.996644 \n", - "Nairobi 329.092630 128.473420 410.666288 337.222378 \n", - "Nakuru 228.044746 238.074696 541.365645 254.840483 \n", - "Nandi 127.177529 358.609689 672.625105 183.446374 \n", - "Narok 363.373837 328.898659 611.091526 234.464641 \n", - "Nyamira 255.501710 369.752127 651.944995 98.172195 \n", - "Nyandarua 255.901906 179.265865 527.270569 282.697643 \n", - "Nyeri 317.626621 106.856391 454.861096 359.183070 \n", - "Samburu 454.939152 295.616538 611.772417 560.137848 \n", - "Siaya 245.865153 452.286296 766.301711 105.262091 \n", - "Taita Taveta 615.489584 359.536651 597.374434 623.619332 \n", - "Tana River 755.851718 400.684666 323.985309 763.981465 \n", - "Tharaka 455.114239 92.561463 372.756363 497.730697 \n", - "Trans Nzoia 106.509951 408.712744 722.728160 268.865821 \n", - "Turkana 378.618207 673.672823 1008.920721 588.648497 \n", - "Uasin Gishu 66.347262 346.131365 660.146780 243.283443 \n", - "Vihiga 174.305470 394.551749 708.567165 154.439793 \n", - "Wajir 718.111279 440.215462 416.275571 760.727736 \n", - "West Pokot 235.961891 536.825338 871.764867 420.765932 \n", - "\n", - "destination Isiolo Kajiado ... Siaya Taita Taveta \\\n", - "origin ... \n", - "Baringo 510.929223 460.021691 ... 342.126324 558.907961 \n", - "Bomet 538.590397 410.709440 ... 180.097487 509.595710 \n", - "Bungoma 614.226947 535.783017 ... 128.291443 634.669287 \n", - "Busia 641.721417 563.277486 ... 66.561175 662.163756 \n", - "Elgeyo-Marakwet 579.226524 516.603314 ... 245.865153 615.489584 \n", - "Embu 301.330708 315.630804 ... 452.286296 359.536651 \n", - "Garissa 430.014796 590.844941 ... 766.301711 597.374434 \n", - "Homa Bay 621.842982 524.733062 ... 105.262091 623.619332 \n", - "Isiolo NaN 579.159681 ... 635.423848 659.511115 \n", - "Kajiado 579.159681 NaN ... 556.979917 367.417314 \n", - "Kakamega 610.516644 532.072713 ... 111.296772 630.958983 \n", - "Kericho 488.134035 409.690105 ... 156.858947 508.576375 \n", - "Kiambu 397.302856 221.024646 ... 356.296799 319.910916 \n", - "Kilifi 702.586303 511.694842 ... 800.143715 231.916069 \n", - "Kirinyaga 306.936752 288.638720 ... 412.584109 387.524990 \n", - "Kisii 584.038724 459.478331 ... 179.617934 558.364601 \n", - "Kisumu 551.525719 473.081788 ... 88.114119 571.968058 \n", - "Kitui 547.483811 421.655818 ... 643.053001 371.154245 \n", - "Kwale 782.679406 490.585605 ... 779.034478 154.985354 \n", - "Laikipia 358.167768 473.697973 ... 448.374052 572.584242 \n", - "Lamu 646.058708 765.998242 ... 941.455013 487.776527 \n", - "Machakos 399.984124 239.260033 ... 445.157261 306.496955 \n", - "Makueni 532.466732 223.647237 ... 512.096111 166.215104 \n", - "Mandera 580.062378 992.605249 ... 1048.869415 1072.956682 \n", - "Marsabit 576.614117 839.339258 ... 895.603424 919.690692 \n", - "Meru 208.077609 384.980003 ... 472.366962 465.331437 \n", - "Migori 631.186694 519.911740 ... 179.902147 618.798010 \n", - "Mombasa 773.594328 481.500527 ... 769.949401 145.900276 \n", - "Murang'a 357.811774 256.919273 ... 381.577510 355.805542 \n", - "Nairobi 392.002298 191.198552 ... 369.469233 290.084822 \n", - "Nakuru 438.215965 332.043851 ... 268.421349 430.930121 \n", - "Nandi 541.747241 463.303310 ... 143.741443 562.189580 \n", - "Narok 582.013021 401.330392 ... 295.551037 500.216662 \n", - "Nyamira 554.774562 442.183861 ... 158.706560 541.070131 \n", - "Nyandarua 368.607473 330.178819 ... 296.278509 429.065089 \n", - "Nyeri 303.505718 327.699369 ... 372.763935 426.585639 \n", - "Samburu 310.720369 573.445511 ... 573.718714 653.796944 \n", - "Siaya 635.423848 556.979917 ... NaN 655.866187 \n", - "Taita Taveta 659.511115 367.417314 ... 655.866187 NaN \n", - "Tana River 568.517610 555.285048 ... 796.228320 452.384180 \n", - "Tharaka 278.856775 375.061600 ... 511.311563 450.523546 \n", - "Trans Nzoia 591.850296 513.406366 ... 174.778352 612.292636 \n", - "Turkana 833.011656 799.598926 ... 494.561028 898.485196 \n", - "Uasin Gishu 529.268916 450.824986 ... 185.494900 549.711256 \n", - "Vihiga 577.689301 499.245371 ... 80.994450 598.131641 \n", - "Wajir 301.020142 718.044436 ... 774.308602 798.395869 \n", - "West Pokot 696.164171 662.443073 ... 326.678463 761.329343 \n", - "\n", - "destination Tana River Tharaka Trans Nzoia Turkana \\\n", - "origin \n", - "Baringo 699.270094 386.816938 228.385039 405.376446 \n", - "Bomet 649.957843 397.708503 236.788968 556.571644 \n", - "Bungoma 775.031420 490.114662 62.540412 382.323088 \n", - "Busia 802.525889 517.609132 133.554844 453.337520 \n", - "Elgeyo-Marakwet 755.851718 455.114239 106.509951 378.618207 \n", - "Embu 400.684666 92.561463 408.712744 673.672823 \n", - "Garissa 323.985309 372.756363 722.728160 1008.920721 \n", - "Homa Bay 763.981465 497.730697 268.865821 588.648497 \n", - "Isiolo 568.517610 278.856775 591.850296 833.011656 \n", - "Kajiado 555.285048 375.061600 513.406366 799.598926 \n", - "Kakamega 771.321116 486.404359 90.910774 410.693450 \n", - "Kericho 648.938508 364.021750 178.310131 495.229403 \n", - "Kiambu 447.707773 193.204775 312.723248 598.915808 \n", - "Kilifi 344.116378 594.801074 756.570164 1042.762724 \n", - "Kirinyaga 429.341068 102.838670 369.010558 633.970636 \n", - "Kisii 698.726734 446.477394 236.309416 556.092092 \n", - "Kisumu 712.330191 427.413434 144.805601 464.588276 \n", - "Kitui 365.004289 338.496242 599.479449 885.672010 \n", - "Kwale 480.736974 573.691837 735.460927 1021.653487 \n", - "Laikipia 638.788189 234.055483 404.800501 608.920064 \n", - "Lamu 304.080150 547.909664 897.881461 1184.074022 \n", - "Machakos 377.063547 190.996555 401.583709 687.776270 \n", - "Makueni 344.017562 323.479164 468.522559 754.715120 \n", - "Mandera 861.757732 692.302342 1005.295863 1252.414870 \n", - "Marsabit 960.838707 539.036352 832.750626 750.088391 \n", - "Meru 506.479452 77.649017 428.793411 680.604050 \n", - "Migori 759.160143 506.910803 281.855515 601.638191 \n", - "Mombasa 420.068571 564.606760 726.375849 1012.568410 \n", - "Murang'a 445.863460 158.414522 338.003958 624.196519 \n", - "Nairobi 430.446955 187.904217 325.895682 612.088242 \n", - "Nakuru 571.292254 297.505493 224.847798 511.919038 \n", - "Nandi 702.551713 417.634956 121.063876 437.983149 \n", - "Narok 640.578795 388.329455 352.242519 672.025195 \n", - "Nyamira 681.432264 429.182924 215.398042 535.180718 \n", - "Nyandarua 560.785413 238.696661 252.704957 538.897518 \n", - "Nyeri 492.789586 166.287188 329.190384 594.150462 \n", - "Samburu 694.944959 273.142605 498.207033 671.219634 \n", - "Siaya 796.228320 511.311563 174.778352 494.561028 \n", - "Taita Taveta 452.384180 450.523546 612.292636 898.485196 \n", - "Tana River NaN 470.368566 752.654769 1038.847329 \n", - 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"Kajiado 450.824986 499.245371 718.044436 662.443073 \n", - "Kakamega 90.419962 41.599674 749.401398 242.810885 \n", - "Kericho 115.728751 99.124400 627.018790 327.346839 \n", - "Kiambu 250.141868 298.562253 536.187611 461.759955 \n", - "Kilifi 693.988784 742.409169 721.265612 905.606871 \n", - "Kirinyaga 306.429178 354.849562 445.821506 497.123151 \n", - "Kisii 210.634756 121.883388 722.923478 388.209527 \n", - "Kisumu 138.843071 30.379572 690.410473 296.705711 \n", - "Kitui 536.898070 585.318454 686.368565 748.516157 \n", - "Kwale 672.879547 721.299931 857.886207 884.497634 \n", - "Laikipia 342.219121 390.639505 497.052522 472.072579 \n", - "Lamu 835.300082 883.720466 664.738017 1046.918169 \n", - "Machakos 339.002329 387.422714 538.868878 550.620416 \n", - "Makueni 405.941180 454.361564 671.351486 617.559267 \n", - "Mandera 942.714484 991.134868 307.639397 1118.638561 \n", - "Marsabit 780.618787 837.868878 699.025328 868.915741 \n", - "Meru 366.212031 414.632415 346.962363 543.756565 \n", - "Migori 256.180854 167.429487 770.071448 433.755626 \n", - "Mombasa 663.794469 712.214854 797.217805 875.412556 \n", - "Murang'a 275.422579 323.842963 496.696528 487.040666 \n", - "Nairobi 263.314302 311.734687 530.887052 474.932389 \n", - "Nakuru 162.266418 210.686802 577.100719 373.884505 \n", - "Nandi 61.399201 65.223130 680.631995 270.100584 \n", - "Narok 297.595508 237.816491 720.897775 504.142630 \n", - "Nyamira 189.723381 100.972014 693.659316 367.298153 \n", - "Nyandarua 190.123578 238.543962 507.492227 401.741665 \n", - "Nyeri 266.609004 315.029389 442.390472 457.302977 \n", - "Samburu 446.075195 515.984167 488.316895 534.372149 \n", - "Siaya 185.494900 80.994450 774.308602 326.678463 \n", - "Taita Taveta 549.711256 598.131641 798.395869 761.329343 \n", - "Tana River 690.073389 738.493774 587.196919 901.691476 \n", - "Tharaka 405.156631 453.577016 417.741529 582.701166 \n", - "Trans Nzoia 71.753615 114.426028 730.735050 162.839451 \n", - "Turkana 388.672887 434.208704 980.925232 366.887131 \n", - 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destinationBaringoBometBungomaBusiaElgeyo-MarakwetEmbuGarissaHoma BayIsioloKajiado...SiayaTaita TavetaTana RiverTharakaTrans NzoiaTurkanaUasin GishuVihigaWajirWest Pokot
origin
BaringoNaN212.279782181.547957233.65405386.592463295.259396720.454151311.071628443.621894415.790094...271.146849635.332710672.379762311.525872167.457707397.13406183.425265216.801058641.913282204.521868
Bomet212.279784NaN216.603375195.570698236.780224367.809318658.503073121.695828532.304804353.295045...160.119749572.837662609.884714414.724642253.877601588.665772194.346892118.806935730.596192354.928691
Bungoma181.547961216.603378NaN67.225092127.746657487.531787833.928017162.759369657.801455529.263960...112.014217748.806577785.853628525.70543359.468408394.25657998.89175797.796447856.092843160.519498
Busia233.654053195.57069667.225092NaN178.988133522.248305868.644534114.597312692.517973563.980477...57.829372783.523094820.570145560.421951132.039237466.827408150.99785080.571199890.809361233.090327
Elgeyo-Marakwet86.592464236.780225127.746658178.988134NaN353.770081783.810111231.980353495.980697479.146054...216.480929698.688671735.735722363.88467582.047458351.66021742.433337162.135138694.272085131.825276
Embu295.259395367.809312487.531780522.248305353.770079NaN341.956372460.826977299.249742265.418532...486.797356401.141178332.82277556.650387473.441530674.683789394.980545445.484542497.541130482.071596
Garissa720.454157658.503072833.928018868.644542783.810113341.956373NaN774.309165312.292759485.686138...833.193594609.586353276.918590324.148919819.8377671099.878551741.376782791.880779321.304048909.613066
Homa Bay311.071623121.695828162.759362114.597313231.980349460.826975774.309166NaN631.096643469.101138...58.306802688.643755725.690807499.000622234.724490569.512661189.54701899.653824829.388031335.775580
Isiolo443.621902532.304809657.801458692.517982495.980706299.249749312.292768631.096654NaN543.471963...657.067034699.621525478.189263259.261493643.711208737.760848565.250222615.754220216.411472545.148655
Kajiado415.790140353.295084529.264001563.980526479.146097265.418576485.686153469.101177543.471999NaN...528.529577291.162995345.479364312.333900515.173751795.214534436.712765487.216763741.763387604.949049
Kakamega174.503091159.24760343.99689080.384336119.837170480.486917826.883147140.094495650.756585522.219089...90.435927741.761706778.808758518.66056392.772702427.56087391.84688740.440672849.047973193.823792
Kericho187.65029054.753129192.295646171.262969153.810406337.405641683.801872124.190337507.675310379.137815...135.812020598.680431635.727483375.579288189.838060513.350440111.37707594.499206705.966698279.613358
Kiambu266.466200210.724074379.940061414.656586329.822157143.952820434.646575326.530167422.006243146.922935...379.205637366.465551388.781972190.868144365.849811645.890594287.388826337.892823620.297631455.625109
Kilifi737.726487675.231431851.200348885.916873801.082444503.534965462.744936791.037524664.015602393.556734...850.465924186.778265321.711958560.185228837.1100981117.150881758.649113809.153110736.477866926.885396
Kirinyaga255.741576338.346552448.013961482.730486314.25226041.055938377.666604421.309158319.109361235.955772...447.279537455.498389368.53300787.971262433.923711635.165970355.462726405.966723517.400749442.553777
Kisii287.82428065.491299238.756730217.724053237.548612427.410881718.10463661.456765607.849300412.896608...182.273104632.439225669.486277474.326205276.030957610.819128195.115280140.960290806.140688377.082046
Kisumu261.94659185.024334131.579037110.546360147.630218411.701942758.098172104.687174581.971610453.434115...75.095412672.976732710.023783449.875589168.853264503.641435105.19688733.782598780.262998269.904354
Kitui502.085488439.590432615.559349650.275874565.441445162.528490347.373319555.396525461.008831233.524766...614.824925285.627944184.964864219.178754601.469099881.509882523.008113573.512111659.300219691.244397
Kwale769.908322707.413266883.382182918.098707833.264278535.716799588.190105823.219358834.197140425.738568...882.647758157.229075447.157126592.367063869.2919321149.332715790.830947841.334944861.923034959.067231
Laikipia167.390884269.034995394.531643429.248168197.743664190.822884493.048145367.826840299.456425368.463376...393.797219588.005993518.299952167.360404380.441393532.821520301.980408352.484405497.747813340.209327
Lamu889.293119827.3420341002.7669801037.483504952.649075510.795335234.292076943.148127529.231838654.525100...1002.032556480.073436211.075372492.987881988.6767291268.717513910.215744960.719741601.6941021078.452028
Machakos354.114524292.163440467.588385502.304910417.47048198.572340358.010529407.969532397.052681135.011598...466.853961341.964388302.146205155.222604453.498135733.538918375.037149425.541147595.344071543.273433
Makueni463.006952400.511896576.480813611.197338526.362909220.517669428.962837516.317989518.998010118.837199...575.746389182.930860219.752920277.167932562.390563842.431346483.929577534.433575717.289398652.165861
Mandera898.066609986.7495161112.2461651146.962689950.425413753.694456577.4573871085.541361477.817641997.916670...1111.5117411154.066232806.804854713.7062001098.155915802.1041691019.6949291070.198927266.9789621034.423718
Marsabit405.667430725.191156590.253519885.404329494.119872492.136096716.792655823.983001445.210037736.358310...849.953381892.507872824.189469452.147840622.682995350.653854492.130828808.640566501.588995578.485874
Meru280.847586369.530493495.027142529.743666333.206389102.051354369.138556468.322338169.564939346.273568...494.292718502.423131434.10472746.395822480.936891641.739133402.475906452.979904367.856327449.126940
Migori348.926224135.915297290.159737269.127060288.951618497.834880788.52863553.986165668.951244483.320607...111.523551702.863224739.910275544.750204327.433963662.222134246.518287192.363297867.242632428.485053
Mombasa786.183689723.688633899.657550934.374075849.539646551.992167536.867279839.494726850.472508442.013936...898.923126173.504443395.834300608.642430885.5673001165.608083807.106315857.610312810.600208975.342598
Murang'a279.561273242.334677393.035134427.751659342.91723083.941013419.786971366.330330347.375534185.868542...392.300710405.411159373.922368130.856338378.944884658.985667300.483898350.987896545.666922468.720182
Nairobi296.951137234.456081410.424997445.141522360.307093147.574152438.267908350.262173425.627575119.926960...409.690573339.469579376.516628194.489477396.334747676.375531317.873762368.377759623.918964486.110046
Nakuru151.936833112.342204264.322850299.039375214.204946196.500871577.126414237.618047402.894816272.462356...263.588426492.004973529.052025243.416195250.232600531.361227171.771615222.275612601.186204340.007899
Nandi118.879743106.71908895.397964122.78217590.117168384.029882730.426112141.863178554.299550425.762055...111.958069645.304672682.351723422.203529120.440494443.95287447.68383651.814130752.590939210.215793
Narok260.78817980.479370301.978001280.945324287.822734320.254827610.948582196.285462528.106682305.740554...245.494375525.283171562.330223367.170151339.252228674.040398245.389402204.181561726.398070440.303317
Nyamira247.44574039.518105201.414770180.382093200.206651401.437687692.13144375.480840567.470760386.923415...144.931144606.466032643.513083448.353012238.688996573.477167157.773320103.618330765.762148339.740086
Nyandarua185.341925173.319137298.815786333.532311248.697882158.106673494.717339272.110983357.222803257.495999...298.081362477.038616469.228936205.021997284.725536564.766319206.264551256.768548555.514191374.500834
Nyeri201.236033268.011770393.508418428.224943259.74671892.166467428.777133366.803615296.853775269.806959...392.773995489.349576419.643535139.081791379.418168580.660427300.957183351.461180495.145163388.048234
Samburu250.343564401.205258434.929653561.418432338.796006284.907549509.564108499.997104237.981490529.129763...525.967483685.279326616.960922244.919293467.359129615.774200336.806961484.654669506.746034423.162007
Siaya271.146845160.119745112.01420857.829370216.480925486.797354833.19358458.306799657.067022528.529526...NaN748.072143785.119195524.971000169.532030504.320201188.49064262.413357855.358410270.583119
Taita Taveta635.332816572.837761748.806677783.523202698.688773401.141294609.586462688.643853699.621635291.163063...748.072253NaN368.352055457.791558734.7164271014.757210656.255442706.759439897.913023824.491726
Tana River672.379785609.884729785.853645820.570170735.735741332.822787276.918618725.690821478.189284345.479354...785.119221368.351967NaN441.945327771.7633951051.804179693.302410743.806407550.651548861.538694
Tharaka311.525869414.724634525.705425560.421949363.88467256.650385324.148913499.000621259.261482312.333854...524.971001457.791438441.945293NaN511.615174672.417416433.154189483.658187457.552870479.805223
Trans Nzoia167.457716253.87760759.468411132.03924382.047460473.441543819.837773234.724498643.711211515.173715...169.532039734.716332771.763384511.615189NaN342.76073684.801513135.070676842.002599109.023654
Turkana397.134140588.665857394.256661466.827493351.660293674.6838681099.878623569.512748737.760919795.214566...504.3202891014.7571831051.804234672.417498342.760811NaN408.313975469.858926970.882662298.563689
Uasin Gishu83.425265194.34689198.891754150.99785042.433334394.980548741.376777189.547019565.250216436.712720...188.490646656.255337693.302388433.15419484.801503408.313884NaN134.144855763.541604174.576802
Vihiga216.801055118.80693197.79644080.571197162.135134445.484540791.88077099.653822615.754208487.216712...62.413357706.759329743.806381483.658186135.070666469.858837134.144851NaN814.045596236.121756
Wajir641.913312730.596218856.092867890.809392694.272115497.541158321.304090829.388064216.411482741.763373...855.358443897.912935550.651557457.552903842.002617970.882614763.541632814.045629NaN778.270421
West Pokot204.521885354.928715160.519519233.090351131.825306482.071613909.613092335.775606545.148665604.949035...270.583147824.491652861.538703479.805243109.023669298.563630174.576833236.121784778.270407NaN
\n", - "

47 rows × 47 columns

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" - ], - "text/plain": [ - "destination Baringo Bomet Bungoma Busia \\\n", - "origin \n", - "Baringo NaN 212.279782 181.547957 233.654053 \n", - "Bomet 212.279784 NaN 216.603375 195.570698 \n", - "Bungoma 181.547961 216.603378 NaN 67.225092 \n", - "Busia 233.654053 195.570696 67.225092 NaN \n", - "Elgeyo-Marakwet 86.592464 236.780225 127.746658 178.988134 \n", - "Embu 295.259395 367.809312 487.531780 522.248305 \n", - "Garissa 720.454157 658.503072 833.928018 868.644542 \n", - "Homa Bay 311.071623 121.695828 162.759362 114.597313 \n", - "Isiolo 443.621902 532.304809 657.801458 692.517982 \n", - "Kajiado 415.790140 353.295084 529.264001 563.980526 \n", - "Kakamega 174.503091 159.247603 43.996890 80.384336 \n", - "Kericho 187.650290 54.753129 192.295646 171.262969 \n", - "Kiambu 266.466200 210.724074 379.940061 414.656586 \n", - "Kilifi 737.726487 675.231431 851.200348 885.916873 \n", - "Kirinyaga 255.741576 338.346552 448.013961 482.730486 \n", - "Kisii 287.824280 65.491299 238.756730 217.724053 \n", - "Kisumu 261.946591 85.024334 131.579037 110.546360 \n", - "Kitui 502.085488 439.590432 615.559349 650.275874 \n", - "Kwale 769.908322 707.413266 883.382182 918.098707 \n", - "Laikipia 167.390884 269.034995 394.531643 429.248168 \n", - "Lamu 889.293119 827.342034 1002.766980 1037.483504 \n", - "Machakos 354.114524 292.163440 467.588385 502.304910 \n", - "Makueni 463.006952 400.511896 576.480813 611.197338 \n", - "Mandera 898.066609 986.749516 1112.246165 1146.962689 \n", - "Marsabit 405.667430 725.191156 590.253519 885.404329 \n", - "Meru 280.847586 369.530493 495.027142 529.743666 \n", - "Migori 348.926224 135.915297 290.159737 269.127060 \n", - "Mombasa 786.183689 723.688633 899.657550 934.374075 \n", - "Murang'a 279.561273 242.334677 393.035134 427.751659 \n", - "Nairobi 296.951137 234.456081 410.424997 445.141522 \n", - "Nakuru 151.936833 112.342204 264.322850 299.039375 \n", - "Nandi 118.879743 106.719088 95.397964 122.782175 \n", - "Narok 260.788179 80.479370 301.978001 280.945324 \n", - "Nyamira 247.445740 39.518105 201.414770 180.382093 \n", - "Nyandarua 185.341925 173.319137 298.815786 333.532311 \n", - "Nyeri 201.236033 268.011770 393.508418 428.224943 \n", - "Samburu 250.343564 401.205258 434.929653 561.418432 \n", - "Siaya 271.146845 160.119745 112.014208 57.829370 \n", - "Taita Taveta 635.332816 572.837761 748.806677 783.523202 \n", - "Tana River 672.379785 609.884729 785.853645 820.570170 \n", - "Tharaka 311.525869 414.724634 525.705425 560.421949 \n", - "Trans Nzoia 167.457716 253.877607 59.468411 132.039243 \n", - "Turkana 397.134140 588.665857 394.256661 466.827493 \n", - "Uasin Gishu 83.425265 194.346891 98.891754 150.997850 \n", - "Vihiga 216.801055 118.806931 97.796440 80.571197 \n", - "Wajir 641.913312 730.596218 856.092867 890.809392 \n", - "West Pokot 204.521885 354.928715 160.519519 233.090351 \n", - "\n", - "destination Elgeyo-Marakwet Embu Garissa Homa Bay \\\n", - "origin \n", - "Baringo 86.592463 295.259396 720.454151 311.071628 \n", - "Bomet 236.780224 367.809318 658.503073 121.695828 \n", - "Bungoma 127.746657 487.531787 833.928017 162.759369 \n", - "Busia 178.988133 522.248305 868.644534 114.597312 \n", - "Elgeyo-Marakwet NaN 353.770081 783.810111 231.980353 \n", - "Embu 353.770079 NaN 341.956372 460.826977 \n", - "Garissa 783.810113 341.956373 NaN 774.309165 \n", - "Homa Bay 231.980349 460.826975 774.309166 NaN \n", - "Isiolo 495.980706 299.249749 312.292768 631.096654 \n", - "Kajiado 479.146097 265.418576 485.686153 469.101177 \n", - "Kakamega 119.837170 480.486917 826.883147 140.094495 \n", - "Kericho 153.810406 337.405641 683.801872 124.190337 \n", - "Kiambu 329.822157 143.952820 434.646575 326.530167 \n", - "Kilifi 801.082444 503.534965 462.744936 791.037524 \n", - "Kirinyaga 314.252260 41.055938 377.666604 421.309158 \n", - "Kisii 237.548612 427.410881 718.104636 61.456765 \n", - "Kisumu 147.630218 411.701942 758.098172 104.687174 \n", - "Kitui 565.441445 162.528490 347.373319 555.396525 \n", - "Kwale 833.264278 535.716799 588.190105 823.219358 \n", - "Laikipia 197.743664 190.822884 493.048145 367.826840 \n", - "Lamu 952.649075 510.795335 234.292076 943.148127 \n", - "Machakos 417.470481 98.572340 358.010529 407.969532 \n", - "Makueni 526.362909 220.517669 428.962837 516.317989 \n", - "Mandera 950.425413 753.694456 577.457387 1085.541361 \n", - "Marsabit 494.119872 492.136096 716.792655 823.983001 \n", - "Meru 333.206389 102.051354 369.138556 468.322338 \n", - "Migori 288.951618 497.834880 788.528635 53.986165 \n", - "Mombasa 849.539646 551.992167 536.867279 839.494726 \n", - "Murang'a 342.917230 83.941013 419.786971 366.330330 \n", - "Nairobi 360.307093 147.574152 438.267908 350.262173 \n", - "Nakuru 214.204946 196.500871 577.126414 237.618047 \n", - "Nandi 90.117168 384.029882 730.426112 141.863178 \n", - "Narok 287.822734 320.254827 610.948582 196.285462 \n", - "Nyamira 200.206651 401.437687 692.131443 75.480840 \n", - "Nyandarua 248.697882 158.106673 494.717339 272.110983 \n", - "Nyeri 259.746718 92.166467 428.777133 366.803615 \n", - "Samburu 338.796006 284.907549 509.564108 499.997104 \n", - "Siaya 216.480925 486.797354 833.193584 58.306799 \n", - "Taita Taveta 698.688773 401.141294 609.586462 688.643853 \n", - "Tana River 735.735741 332.822787 276.918618 725.690821 \n", - "Tharaka 363.884672 56.650385 324.148913 499.000621 \n", - "Trans Nzoia 82.047460 473.441543 819.837773 234.724498 \n", - "Turkana 351.660293 674.683868 1099.878623 569.512748 \n", - "Uasin Gishu 42.433334 394.980548 741.376777 189.547019 \n", - "Vihiga 162.135134 445.484540 791.880770 99.653822 \n", - "Wajir 694.272115 497.541158 321.304090 829.388064 \n", - "West Pokot 131.825306 482.071613 909.613092 335.775606 \n", - "\n", - "destination Isiolo Kajiado ... Siaya Taita Taveta \\\n", - "origin ... \n", - "Baringo 443.621894 415.790094 ... 271.146849 635.332710 \n", - "Bomet 532.304804 353.295045 ... 160.119749 572.837662 \n", - "Bungoma 657.801455 529.263960 ... 112.014217 748.806577 \n", - "Busia 692.517973 563.980477 ... 57.829372 783.523094 \n", - "Elgeyo-Marakwet 495.980697 479.146054 ... 216.480929 698.688671 \n", - "Embu 299.249742 265.418532 ... 486.797356 401.141178 \n", - "Garissa 312.292759 485.686138 ... 833.193594 609.586353 \n", - "Homa Bay 631.096643 469.101138 ... 58.306802 688.643755 \n", - "Isiolo NaN 543.471963 ... 657.067034 699.621525 \n", - "Kajiado 543.471999 NaN ... 528.529577 291.162995 \n", - "Kakamega 650.756585 522.219089 ... 90.435927 741.761706 \n", - "Kericho 507.675310 379.137815 ... 135.812020 598.680431 \n", - "Kiambu 422.006243 146.922935 ... 379.205637 366.465551 \n", - "Kilifi 664.015602 393.556734 ... 850.465924 186.778265 \n", - "Kirinyaga 319.109361 235.955772 ... 447.279537 455.498389 \n", - "Kisii 607.849300 412.896608 ... 182.273104 632.439225 \n", - "Kisumu 581.971610 453.434115 ... 75.095412 672.976732 \n", - "Kitui 461.008831 233.524766 ... 614.824925 285.627944 \n", - "Kwale 834.197140 425.738568 ... 882.647758 157.229075 \n", - "Laikipia 299.456425 368.463376 ... 393.797219 588.005993 \n", - "Lamu 529.231838 654.525100 ... 1002.032556 480.073436 \n", - "Machakos 397.052681 135.011598 ... 466.853961 341.964388 \n", - "Makueni 518.998010 118.837199 ... 575.746389 182.930860 \n", - "Mandera 477.817641 997.916670 ... 1111.511741 1154.066232 \n", - "Marsabit 445.210037 736.358310 ... 849.953381 892.507872 \n", - "Meru 169.564939 346.273568 ... 494.292718 502.423131 \n", - "Migori 668.951244 483.320607 ... 111.523551 702.863224 \n", - "Mombasa 850.472508 442.013936 ... 898.923126 173.504443 \n", - "Murang'a 347.375534 185.868542 ... 392.300710 405.411159 \n", - "Nairobi 425.627575 119.926960 ... 409.690573 339.469579 \n", - "Nakuru 402.894816 272.462356 ... 263.588426 492.004973 \n", - "Nandi 554.299550 425.762055 ... 111.958069 645.304672 \n", - "Narok 528.106682 305.740554 ... 245.494375 525.283171 \n", - "Nyamira 567.470760 386.923415 ... 144.931144 606.466032 \n", - "Nyandarua 357.222803 257.495999 ... 298.081362 477.038616 \n", - "Nyeri 296.853775 269.806959 ... 392.773995 489.349576 \n", - "Samburu 237.981490 529.129763 ... 525.967483 685.279326 \n", - "Siaya 657.067022 528.529526 ... NaN 748.072143 \n", - "Taita Taveta 699.621635 291.163063 ... 748.072253 NaN \n", - "Tana River 478.189284 345.479354 ... 785.119221 368.351967 \n", - "Tharaka 259.261482 312.333854 ... 524.971001 457.791438 \n", - "Trans Nzoia 643.711211 515.173715 ... 169.532039 734.716332 \n", - "Turkana 737.760919 795.214566 ... 504.320289 1014.757183 \n", - "Uasin Gishu 565.250216 436.712720 ... 188.490646 656.255337 \n", - "Vihiga 615.754208 487.216712 ... 62.413357 706.759329 \n", - "Wajir 216.411482 741.763373 ... 855.358443 897.912935 \n", - "West Pokot 545.148665 604.949035 ... 270.583147 824.491652 \n", - "\n", - "destination Tana River Tharaka Trans Nzoia Turkana \\\n", - "origin \n", - "Baringo 672.379762 311.525872 167.457707 397.134061 \n", - "Bomet 609.884714 414.724642 253.877601 588.665772 \n", - "Bungoma 785.853628 525.705433 59.468408 394.256579 \n", - "Busia 820.570145 560.421951 132.039237 466.827408 \n", - "Elgeyo-Marakwet 735.735722 363.884675 82.047458 351.660217 \n", - "Embu 332.822775 56.650387 473.441530 674.683789 \n", - "Garissa 276.918590 324.148919 819.837767 1099.878551 \n", - "Homa Bay 725.690807 499.000622 234.724490 569.512661 \n", - "Isiolo 478.189263 259.261493 643.711208 737.760848 \n", - "Kajiado 345.479364 312.333900 515.173751 795.214534 \n", - "Kakamega 778.808758 518.660563 92.772702 427.560873 \n", - "Kericho 635.727483 375.579288 189.838060 513.350440 \n", - "Kiambu 388.781972 190.868144 365.849811 645.890594 \n", - "Kilifi 321.711958 560.185228 837.110098 1117.150881 \n", - "Kirinyaga 368.533007 87.971262 433.923711 635.165970 \n", - "Kisii 669.486277 474.326205 276.030957 610.819128 \n", - "Kisumu 710.023783 449.875589 168.853264 503.641435 \n", - "Kitui 184.964864 219.178754 601.469099 881.509882 \n", - "Kwale 447.157126 592.367063 869.291932 1149.332715 \n", - "Laikipia 518.299952 167.360404 380.441393 532.821520 \n", - "Lamu 211.075372 492.987881 988.676729 1268.717513 \n", - "Machakos 302.146205 155.222604 453.498135 733.538918 \n", - "Makueni 219.752920 277.167932 562.390563 842.431346 \n", - "Mandera 806.804854 713.706200 1098.155915 802.104169 \n", - "Marsabit 824.189469 452.147840 622.682995 350.653854 \n", - "Meru 434.104727 46.395822 480.936891 641.739133 \n", - "Migori 739.910275 544.750204 327.433963 662.222134 \n", - "Mombasa 395.834300 608.642430 885.567300 1165.608083 \n", - "Murang'a 373.922368 130.856338 378.944884 658.985667 \n", - "Nairobi 376.516628 194.489477 396.334747 676.375531 \n", - "Nakuru 529.052025 243.416195 250.232600 531.361227 \n", - "Nandi 682.351723 422.203529 120.440494 443.952874 \n", - "Narok 562.330223 367.170151 339.252228 674.040398 \n", - "Nyamira 643.513083 448.353012 238.688996 573.477167 \n", - "Nyandarua 469.228936 205.021997 284.725536 564.766319 \n", - "Nyeri 419.643535 139.081791 379.418168 580.660427 \n", - "Samburu 616.960922 244.919293 467.359129 615.774200 \n", - "Siaya 785.119195 524.971000 169.532030 504.320201 \n", - "Taita Taveta 368.352055 457.791558 734.716427 1014.757210 \n", - "Tana River NaN 441.945327 771.763395 1051.804179 \n", - "Tharaka 441.945293 NaN 511.615174 672.417416 \n", - "Trans Nzoia 771.763384 511.615189 NaN 342.760736 \n", - "Turkana 1051.804234 672.417498 342.760811 NaN \n", - "Uasin Gishu 693.302388 433.154194 84.801503 408.313884 \n", - "Vihiga 743.806381 483.658186 135.070666 469.858837 \n", - "Wajir 550.651557 457.552903 842.002617 970.882614 \n", - "West Pokot 861.538703 479.805243 109.023669 298.563630 \n", - "\n", - "destination Uasin Gishu Vihiga Wajir West Pokot \n", - "origin \n", - "Baringo 83.425265 216.801058 641.913282 204.521868 \n", - "Bomet 194.346892 118.806935 730.596192 354.928691 \n", - "Bungoma 98.891757 97.796447 856.092843 160.519498 \n", - "Busia 150.997850 80.571199 890.809361 233.090327 \n", - "Elgeyo-Marakwet 42.433337 162.135138 694.272085 131.825276 \n", - "Embu 394.980545 445.484542 497.541130 482.071596 \n", - "Garissa 741.376782 791.880779 321.304048 909.613066 \n", - "Homa Bay 189.547018 99.653824 829.388031 335.775580 \n", - "Isiolo 565.250222 615.754220 216.411472 545.148655 \n", - "Kajiado 436.712765 487.216763 741.763387 604.949049 \n", - "Kakamega 91.846887 40.440672 849.047973 193.823792 \n", - "Kericho 111.377075 94.499206 705.966698 279.613358 \n", - "Kiambu 287.388826 337.892823 620.297631 455.625109 \n", - "Kilifi 758.649113 809.153110 736.477866 926.885396 \n", - "Kirinyaga 355.462726 405.966723 517.400749 442.553777 \n", - "Kisii 195.115280 140.960290 806.140688 377.082046 \n", - "Kisumu 105.196887 33.782598 780.262998 269.904354 \n", - "Kitui 523.008113 573.512111 659.300219 691.244397 \n", - "Kwale 790.830947 841.334944 861.923034 959.067231 \n", - "Laikipia 301.980408 352.484405 497.747813 340.209327 \n", - "Lamu 910.215744 960.719741 601.694102 1078.452028 \n", - "Machakos 375.037149 425.541147 595.344071 543.273433 \n", - "Makueni 483.929577 534.433575 717.289398 652.165861 \n", - "Mandera 1019.694929 1070.198927 266.978962 1034.423718 \n", - "Marsabit 492.130828 808.640566 501.588995 578.485874 \n", - "Meru 402.475906 452.979904 367.856327 449.126940 \n", - "Migori 246.518287 192.363297 867.242632 428.485053 \n", - "Mombasa 807.106315 857.610312 810.600208 975.342598 \n", - "Murang'a 300.483898 350.987896 545.666922 468.720182 \n", - "Nairobi 317.873762 368.377759 623.918964 486.110046 \n", - "Nakuru 171.771615 222.275612 601.186204 340.007899 \n", - "Nandi 47.683836 51.814130 752.590939 210.215793 \n", - "Narok 245.389402 204.181561 726.398070 440.303317 \n", - "Nyamira 157.773320 103.618330 765.762148 339.740086 \n", - "Nyandarua 206.264551 256.768548 555.514191 374.500834 \n", - "Nyeri 300.957183 351.461180 495.145163 388.048234 \n", - "Samburu 336.806961 484.654669 506.746034 423.162007 \n", - "Siaya 188.490642 62.413357 855.358410 270.583119 \n", - "Taita Taveta 656.255442 706.759439 897.913023 824.491726 \n", - "Tana River 693.302410 743.806407 550.651548 861.538694 \n", - "Tharaka 433.154189 483.658187 457.552870 479.805223 \n", - "Trans Nzoia 84.801513 135.070676 842.002599 109.023654 \n", - "Turkana 408.313975 469.858926 970.882662 298.563689 \n", - "Uasin Gishu NaN 134.144855 763.541604 174.576802 \n", - "Vihiga 134.144851 NaN 814.045596 236.121756 \n", - "Wajir 763.541632 814.045629 NaN 778.270421 \n", - "West Pokot 174.576833 236.121784 778.270407 NaN \n", - "\n", - "[47 rows x 47 columns]" - ] - }, - "execution_count": 33, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "pd.pivot(all_rts, \"origin\", \"destination\", \"length_km\")" ] @@ -70708,22 +862,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Earth Engine", - "language": "python", - "name": "ee" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.4" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Combine_All.ipynb b/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Combine_All.ipynb index f246c0a..b42b872 100755 --- a/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Combine_All.ipynb +++ b/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Combine_All.ipynb @@ -5,14 +5,14 @@ "metadata": {}, "source": [ "# Combine All Urban Metrics\n", - "Run the 4 seperate notebooks seperately, and then this notebook last to combine all of the results into one shapefile\n", + "Run the 4 separate notebooks separately, and then this notebook last to combine all of the results into one shapefile\n", "\n", "Check to see that all of the results have the same number of rows" ] }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -36,7 +36,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -48,7 +48,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -73,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -95,443 +95,16 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], + "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2" @@ -29,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -39,7 +30,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -50,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -60,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -71,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -82,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -99,7 +90,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -109,7 +100,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -124,103 +115,9 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ] - }, - "execution_count": 64, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "input_shapes_gpd = gpd.read_file(shpName)\n", "input_shapes_gpd.head(5)" @@ -228,16255 +125,9 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0\n", - "fullness index: 0.17849416493496997\n", - "new_temp_gdf\n", - "1\n", - "fullness index: 0.15169333337366375\n", - "2\n", - "fullness index: 0.26024469751780543\n", - "3\n", - "fullness index: 0.24227137479829253\n", - "4\n", - "fullness index: 0.2781471610462591\n", - "5\n", - "fullness index: 0.3657316739037044\n", - "6\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:33: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - 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" # psuedocode\n", + " # pseudocode\n", " # For each Shape:\n", " # Select all built-up pixels that are mostly within shape\n", " # Area of shape = sum of all pixels * area of each pixel\n", @@ -16546,7 +197,7 @@ " # print(\"print metrics_scalar\")\n", " # print(metrics_scalar)\n", "\n", - " # and concatinate it with the row's shape\n", + " # and concatenate it with the row's shape\n", " new_temp_gdf = pd.concat([temp_gdf.reset_index(drop=True), metrics_df], axis=1)\n", "\n", " # print(\"print new_temp_gdf\")\n", @@ -16564,39 +215,16 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\n", - "Name: World_Mollweide\n", - "Axis Info [cartesian]:\n", - "- [east]: Easting (metre)\n", - "- [north]: Northing (metre)\n", - "Area of Use:\n", - "- undefined\n", - "Coordinate Operation:\n", - "- name: unnamed\n", - "- method: Mollweide\n", - "Datum: World Geodetic System 1984\n", - "- Ellipsoid: WGS 84\n", - "- Prime Meridian: Greenwich" - ] - }, - "execution_count": 66, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "output_new_temp_gdf.crs" ] }, { "cell_type": "code", - "execution_count": 67, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -16606,198 +234,16 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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"execution_count": 70, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -16827,39 +273,17 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total time to process: 274.2080020904541\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"total time to process: {time.time()-start_time}\")" ] } ], "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.1" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Shape.ipynb b/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Shape.ipynb index 44b38f6..be07601 100755 --- a/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Shape.ipynb +++ b/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Shape.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -19,7 +19,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -29,18 +29,9 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/.local/lib/python3.7/site-packages/pandas/compat/_optional.py:138: UserWarning: Pandas requires version '2.7.0' or newer of 'numexpr' (version '2.6.8' currently installed).\n", - " warnings.warn(msg, UserWarning)\n" - ] - } - ], + "outputs": [], "source": [ "import pandas as pd\n", "import geopandas as gpd\n", @@ -49,14 +40,14 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", - "execution_count": 43, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -67,7 +58,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -87,7 +78,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -104,7 +95,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -114,7 +105,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -123,30 +114,9 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\n", - "Name: WGS 84\n", - "Axis Info [ellipsoidal]:\n", - "- Lat[north]: Geodetic latitude (degree)\n", - "- Lon[east]: Geodetic longitude (degree)\n", - "Area of Use:\n", - "- name: World\n", - "- bounds: (-180.0, -90.0, 180.0, 90.0)\n", - "Datum: World Geodetic System 1984\n", - "- Ellipsoid: WGS 84\n", - "- Prime Meridian: Greenwich" - ] - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# proj\n", "# vars(input_shapes_gpd)\n", @@ -155,30 +125,9 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\n", - "Name: WGS 84\n", - "Axis Info [ellipsoidal]:\n", - "- Lat[north]: Geodetic latitude (degree)\n", - "- Lon[east]: Geodetic longitude (degree)\n", - "Area of Use:\n", - "- name: World\n", - "- bounds: (-180.0, -90.0, 180.0, 90.0)\n", - "Datum: World Geodetic System 1984\n", - "- Ellipsoid: WGS 84\n", - "- Prime Meridian: Greenwich" - ] - }, - "execution_count": 49, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# make the GeoDataFrame unprojected\n", "input_shapes_gpd = input_shapes_gpd.to_crs(\"epsg:4326\")\n", @@ -187,186 +136,16 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": null, "metadata": {}, - 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7993326807.33075027_urban_clusters_ghs_pop_russiaC:/repos/GOST_Urban/Notebooks/Implementations/...POLYGON ((105.12725 54.81515, 105.18361 54.815...
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"execution_count": 53, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0\n", - "print utm zone: 35\n", - "print r: 1383.3588210482546\n", - "1\n", - "print utm zone: 35\n", - "print r: 1694.0441659099426\n", - "2\n", - "print utm zone: 35\n", - "print r: 1785.6210716841833\n", - "3\n", - "print utm zone: 35\n", - "print r: 1597.1201023868887\n", - "4\n", - "print utm zone: 35\n", - "print r: 4225.8664605549575\n", - "5\n", - "print utm zone: 35\n", - "print r: 3830.1659519580217\n", - "6\n", - "print utm zone: 35\n", - "print r: 1873.5068561278742\n", - "7\n", - "print utm zone: 35\n", - "print r: 1693.914926038611\n", - "8\n", - "print utm zone: 35\n", - "print r: 1597.5252991269244\n", - "9\n", - "print utm zone: 35\n", - "print r: 1494.0401836552328\n", - "10\n", - "print utm zone: 36\n", - "print r: 5924.089588981103\n", - "11\n", - "print utm zone: 35\n", - "print r: 2186.8016920181803\n", - "12\n", - "print utm zone: 35\n", - 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"text": [ - "488\n", - "print utm zone: 33\n", - "print r: 2821.9956902915155\n", - "489\n", - "print utm zone: 33\n", - "print r: 4337.2338213703615\n", - "490\n", - "print utm zone: 33\n", - "print r: 2524.0779058006033\n", - "491\n", - "print utm zone: 43\n", - "print r: 3869.3533515460076\n", - "492\n", - "print utm zone: 34\n", - "print r: 1596.4312805674165\n", - "493\n", - "print utm zone: 35\n", - "print r: 2524.668040874343\n", - "494\n", - "print utm zone: 34\n", - "print r: 1493.4431893105066\n", - "495\n", - "print utm zone: 33\n", - "print r: 2186.323960922066\n", - "496\n", - "print utm zone: 34\n", - "print r: 2707.573312480431\n", - "497\n", - "print utm zone: 34\n", - "print r: 2460.651124027148\n", - "498\n", - "print utm zone: 35\n", - "print r: 1596.3588085900053\n", - "499\n", - "print utm zone: 33\n", - "print r: 1785.404261085107\n", - "500\n", - "print utm zone: 34\n", - "print r: 3570.542912214782\n", - "501\n", - "print utm zone: 34\n", - "print r: 1955.2315309521687\n", - 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"print r: 1595.9619657337146\n", - "1088\n", - "print utm zone: 35\n", - "print r: 1871.7116573748813\n", - "1089\n", - "print utm zone: 34\n", - "print r: 2933.0012148876503\n", - "1090\n", - "print utm zone: 36\n", - "print r: 1693.5681694743553\n", - "1091\n", - "print utm zone: 37\n", - "print r: 3038.5447015079117\n", - "1092\n", - "print utm zone: 35\n", - "print r: 2034.651331919971\n", - "1093\n", - "print utm zone: 36\n", - "print r: 2111.5303684911605\n", - "1094\n", - "print utm zone: 34\n", - "print r: 5140.827497882213\n", - "1095\n", - "print utm zone: 34\n", - "print r: 4408.721740014125\n", - "1096\n", - "print utm zone: 35\n", - "print r: 1596.4988867585466\n", - "1097\n", - "print utm zone: 35\n", - "print r: 1382.395415301628\n", - "1098\n", - "print utm zone: 35\n", - "print r: 1595.9513373371758\n", - "1099\n", - "print utm zone: 36\n", - "print r: 2327.7081208811446\n", - "1100\n", - "print utm zone: 34\n", - "print r: 3614.81675655276\n", - "1101\n", - "print utm zone: 35\n", - "print r: 1784.7715247662884\n", - "1102\n", - "print utm zone: 36\n", - "print r: 1784.8563698441208\n", - "1103\n", - "print utm zone: 36\n", - "print r: 1784.2849415359653\n", - "1104\n", - "print utm zone: 36\n", - "print r: 3700.2745823823525\n", - "1105\n", - "print utm zone: 37\n", - "print r: 3290.6565557187314\n", - "1106\n", - "print utm zone: 35\n", - "print r: 1871.4070136233079\n", - "1107\n", - "print utm zone: 39\n", - "print r: 1128.5131497762059\n", - "1108\n", - "print utm zone: 45\n", - "print r: 1693.4278328359476\n", - "1109\n", - "print utm zone: 36\n", - "print r: 1382.1686812885778\n", - "1110\n", - "print utm zone: 35\n", - "print r: 1595.912731732462\n", - "1111\n", - "print utm zone: 37\n", - "print r: 1871.417207770037\n", - "1112\n", - "print utm zone: 35\n", - "print r: 6130.060876010313\n", - "1113\n", - "print utm zone: 35\n", - "print r: 2393.7966131629423\n", - "1114\n", - "print utm zone: 34\n", - "print r: 1784.7722768576125\n", - "1115\n", - "print utm zone: 36\n", - "print r: 1784.4334735542648\n", - "1116\n", - "print utm zone: 36\n", - "print r: 1693.6135936639776\n", - "1117\n", - "print utm zone: 40\n", - "print r: 1492.871712303776\n", - "1118\n", - "print utm zone: 35\n", - "print r: 1871.9580430067992\n", - "1119\n", - "print utm zone: 35\n", - "print r: 1596.037818762219\n", - "1120\n", - "print utm zone: 35\n", - "print r: 1784.8315913853971\n", - "1121\n", - "print utm zone: 34\n", - "print r: 1382.7208451479112\n", - "1122\n", - "print utm zone: 35\n", - "print r: 2034.661562012253\n", - "1123\n", - "print utm zone: 35\n", - "print r: 1261.9479860807276\n", - "1124\n", - "print utm zone: 35\n", - "print r: 1595.8717724042651\n", - "1125\n", - "print utm zone: 36\n", - "print r: 2394.4725341452813\n", - "1126\n", - "print utm zone: 36\n", - "print r: 1692.6992964448111\n", - "1127\n", - "print utm zone: 34\n", - "print r: 1872.3294961527315\n", - "1128\n", - "print utm zone: 40\n", - "print r: 1128.8620464942212\n", - "1129\n", - "print utm zone: 35\n", - 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"print r: 2820.9842262437246\n", - "1296\n", - "print utm zone: 37\n", - "print r: 1492.7096467152962\n", - "1297\n", - "print utm zone: 34\n", - "print r: 1693.071814548846\n", - "1298\n", - "print utm zone: 35\n", - "print r: 2257.3139000196925\n", - "1299\n", - "print utm zone: 37\n", - "print r: 1595.7745714314997\n", - "1300\n", - "print utm zone: 36\n", - "print r: 1872.1517630277692\n", - "1301\n", - "print utm zone: 34\n", - "print r: 1381.9785843496575\n", - "1302\n", - "print utm zone: 34\n", - "print r: 1784.0884297616665\n", - "1303\n", - "print utm zone: 34\n", - "print r: 1784.6382039489836\n", - "1304\n", - "print utm zone: 37\n", - "print r: 4185.050269519914\n", - "1305\n", - "print utm zone: 37\n", - "print r: 1954.4662546796474\n", - "1306\n", - "print utm zone: 37\n", - "print r: 1784.1612167621547\n", - "1307\n", - "print utm zone: 37\n", - "print r: 3612.593447308243\n", - "1308\n", - "print utm zone: 35\n", - "print r: 1692.5698422514565\n", - "1309\n", - "print utm zone: 39\n", - 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"print r: 2393.638585761295\n", - "1811\n", - "print utm zone: 34\n", - "print r: 1784.1170363773992\n", - "1812\n", - "print utm zone: 35\n", - "print r: 1261.9365078026701\n", - "1813\n", - "print utm zone: 35\n", - "print r: 4260.439328058682\n", - "1814\n", - "print utm zone: 34\n", - "print r: 1692.4089959395244\n", - "1815\n", - "print utm zone: 36\n", - "print r: 1871.8196153098977\n", - "1816\n", - "print utm zone: 34\n", - "print r: 1492.4428758520835\n", - "1817\n", - "print utm zone: 35\n", - "print r: 1783.9158558826714\n", - "1818\n", - "print utm zone: 35\n", - "print r: 2458.7129030824676\n", - "1819\n", - "print utm zone: 33\n", - "print r: 3191.683148248593\n", - "1820\n", - "print utm zone: 35\n", - "print r: 1955.1512677085586\n", - "1821\n", - "print utm zone: 34\n", - "print r: 2984.812846338289\n", - "1822\n", - "print utm zone: 34\n", - "print r: 1492.4234928491487\n", - "1823\n", - "print utm zone: 35\n", - "print r: 2820.310801235798\n", - "1824\n", - "print utm zone: 34\n", - "print r: 2646.1084980851915\n", - "1825\n", - "print utm zone: 34\n", - "print r: 1871.433004146171\n", - "1826\n", - "print utm zone: 34\n", - "print r: 1492.3951254847032\n", - "1827\n", - "print utm zone: 34\n", - "print r: 1955.1642724376184\n", - "1828\n", - "print utm zone: 33\n", - "print r: 3384.81062629643\n", - "1829\n", - "print utm zone: 33\n", - "print r: 3524.4942060452217\n", - "1830\n", - "print utm zone: 34\n", - "print r: 2185.8842090169896\n", - "1831\n", - "print utm zone: 39\n", - "print r: 1128.6035164540858\n", - "1832\n", - "print utm zone: 34\n", - "print r: 1595.4407921068923\n", - "1833\n", - "print utm zone: 35\n", - "print r: 2325.9121142938143\n", - "1834\n", - "print utm zone: 35\n", - "print r: 2256.8552782068023\n", - "1835\n", - "print utm zone: 36\n", - "print r: 1783.717037967258\n", - "1836\n", - "print utm zone: 36\n", - "print r: 1692.3327671199972\n", - "1837\n", - "print utm zone: 34\n", - "print r: 1492.9337609796594\n", - "1838\n", - "print utm zone: 35\n", - "print r: 1870.663266657544\n", - "1839\n", - "print utm zone: 36\n", - "print r: 1871.482614516368\n", - "1840\n", - "print utm zone: 33\n", - "print r: 1783.8776095280302\n", - "1841\n", - "print utm zone: 34\n", - "print r: 2585.79562523475\n", - "1842\n", - "print utm zone: 34\n", - "print r: 1595.3691319622087\n", - "1843\n", - "print utm zone: 34\n", - "print r: 1595.4273412489056\n", - "1844\n", - "print utm zone: 36\n", - "print r: 1954.7421377077055\n", - "1845\n", - "print utm zone: 34\n", - "print r: 1381.678663863491\n", - "1846\n", - "print utm zone: 35\n", - "print r: 1381.8539041996257\n", - "1847\n", - "print utm zone: 35\n", - "print r: 2326.894913453021\n", - "1848\n", - "print utm zone: 33\n", - "print r: 3431.366648480131\n", - "1849\n", - "print utm zone: 35\n", - "print r: 2110.9174406955535\n", - "1850\n", - "print utm zone: 34\n", - "print r: 1692.4666938830314\n", - "1851\n", - "print utm zone: 34\n", - "print r: 1693.0636380135402\n", - "1852\n", - "print utm zone: 35\n", - "print r: 2326.0774448000816\n", - "1853\n", - "print utm zone: 36\n", - "print r: 9185.686199050731\n", - "1854\n", - "print utm zone: 34\n", - "print r: 1784.4492512948725\n", - "1855\n", - "print utm zone: 34\n", - "print r: 1381.624043268011\n", - "1856\n", - "print utm zone: 33\n", - "print r: 2033.9883807207655\n", - "1857\n", - "print utm zone: 35\n", - "print r: 1492.3876850285462\n", - "1858\n", - "print utm zone: 35\n", - "print r: 1595.5482493935847\n", - "1859\n", - "print utm zone: 35\n", - "print r: 1692.6478829178554\n", - "1860\n", - "print utm zone: 36\n", - "print r: 2033.6850182565668\n", - "1861\n", - "print utm zone: 36\n", - "print r: 2034.6669772667562\n", - "1862\n", - "print utm zone: 33\n", - "print r: 1595.4074419364638\n", - "1863\n", - "print utm zone: 35\n", - "print r: 3140.489968154333\n", - "1864\n", - "print utm zone: 35\n", - "print r: 1595.6671140462518\n", - "1865\n", - "print utm zone: 33\n", - "print r: 1595.572824811227\n", - "1866\n", - "print utm zone: 35\n", - "print r: 2820.3134775674025\n", - "1867\n", - "print utm zone: 36\n", - "print r: 1492.639497756432\n", - "1868\n", - "print utm zone: 34\n", - "print r: 2393.101681532714\n", - "1869\n", - "print utm zone: 35\n", - "print r: 2326.4257701415036\n", - "1870\n", - "print utm zone: 33\n", - "print r: 1784.3625961169805\n", - "1871\n", - "print utm zone: 33\n", - "print r: 1492.4303543726055\n", - "1872\n", - "print utm zone: 34\n", - "print r: 2257.3116882451945\n", - "1873\n", - "print utm zone: 34\n", - "print r: 2705.852005177965\n", - "1874\n", - "print utm zone: 35\n", - "print r: 1382.0757678926166\n", - "1875\n", - "print utm zone: 44\n", - "print r: 1870.726618936262\n", - "1876\n", - "print utm zone: 34\n", - "print r: 5261.359276681603\n", - "1877\n", - "print utm zone: 36\n", - "print r: 2110.9459948991303\n", - "1878\n", - "print utm zone: 44\n", - "print r: 2184.5008633553225\n", - "1879\n", - "print utm zone: 34\n", - "print r: 1692.1222739545524\n", - "1880\n", - "print utm zone: 34\n", - "print r: 2111.7239924134606\n", - "1881\n", - "print utm zone: 33\n", - "print r: 1953.985783598963\n", - "1882\n", - "print utm zone: 34\n", - "print r: 4476.934030130986\n", - "1883\n", - "print utm zone: 33\n", - "print r: 2763.8871811294302\n", - "1884\n", - "print utm zone: 35\n", - "print r: 2646.914740060674\n", - "1885\n", - "print utm zone: 36\n", - "print r: 3524.456726830016\n", - "1886\n", - "print utm zone: 33\n", - "print r: 1954.1447526441407\n", - "1887\n", - "print utm zone: 39\n", - "print r: 1382.2303836249841\n", - "1888\n", - "print utm zone: 33\n", - "print r: 1261.2691739177164\n", - "1889\n", - "print utm zone: 34\n", - "print r: 1692.5097210557817\n", - "1890\n", - "print utm zone: 35\n", - "print r: 1493.1531785450863\n", - "1891\n", - "print utm zone: 35\n", - "print r: 1783.9663344380551\n", - "1892\n", - "print utm zone: 36\n", - "print r: 1870.6357295206983\n", - "1893\n", - "print utm zone: 36\n", - "print r: 1692.1639527722618\n", - "1894\n", - "print utm zone: 35\n", - "print r: 1492.3088992561195\n", - "1895\n", - "print utm zone: 35\n", - "print r: 1492.6252268153876\n", - "1896\n", - "print utm zone: 34\n", - "print r: 4547.929974005737\n", - "1897\n", - "print utm zone: 36\n", - "print r: 1381.9330368540873\n", - "1898\n", - "print utm zone: 34\n", - "print r: 3338.4690537532997\n", - "1899\n", - "print utm zone: 34\n", - "print r: 1595.3886409674344\n", - "1900\n", - "print utm zone: 34\n", - "print r: 1870.688077654398\n", - "1901\n", - "print utm zone: 44\n", - "print r: 1128.1281759023955\n", - "1902\n", - "print utm zone: 36\n", - "print r: 1595.3552641260865\n", - "1903\n", - "print utm zone: 34\n", - "print r: 1692.1951641328221\n", - "1904\n", - "print utm zone: 35\n", - "print r: 1954.338961890231\n", - "1905\n", - "print utm zone: 33\n", - "print r: 1493.1322821364756\n", - "1906\n", - "print utm zone: 34\n", - "print r: 4821.799718407867\n", - "1907\n", - "print utm zone: 33\n", - "print r: 1262.0482642226075\n", - "1908\n", - "print utm zone: 34\n", - "print r: 1261.2976249038861\n", - "1909\n", - "print utm zone: 33\n", - "print r: 1492.439599358243\n", - "1910\n", - "print utm zone: 35\n", - "print r: 1493.063402440298\n", - "1911\n", - "print utm zone: 33\n", - "print r: 1783.7167729561563\n", - "1912\n", - "print utm zone: 33\n", - "print r: 1783.9282950342313\n", - "1913\n", - "print utm zone: 35\n", - "print r: 1492.5935412496035\n", - "1914\n", - "print utm zone: 35\n", - "print r: 1692.1066683647796\n", - "1915\n", - "print utm zone: 35\n", - "print r: 1692.806268168289\n", - "1916\n", - "print utm zone: 33\n", - "print r: 2110.565058952455\n", - "1917\n", - "print utm zone: 34\n", - "print r: 2256.9874095156024\n", - "1918\n", - "print utm zone: 34\n", - "print r: 1128.2564307846872\n", - "1919\n", - "print utm zone: 35\n", - "print r: 1261.723904229597\n", - "1920\n", - "print utm zone: 33\n", - "print r: 1692.8926560677953\n", - "1921\n", - "print utm zone: 34\n", - "print r: 2394.105368275919\n", - "1922\n", - "print utm zone: 36\n", - "print r: 2522.511265572946\n", - "1923\n", - "print utm zone: 34\n", - "print r: 1783.7064217923644\n", - "1924\n", - "print utm zone: 34\n", - "print r: 1492.453820758098\n", - "1925\n", - "print utm zone: 36\n", - "print r: 1128.0999852626112\n", - "1926\n", - "print utm zone: 35\n", - "print r: 2458.7524309508076\n", - "1927\n", - "print utm zone: 35\n", - "print r: 1783.957528626813\n", - "1928\n", - "print utm zone: 33\n", - "print r: 1692.3285573564524\n", - "1929\n", - "print utm zone: 33\n", - "print r: 3089.9954306094423\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1930\n", - "print utm zone: 35\n", - "print r: 1261.218186867047\n", - "1931\n", - "print utm zone: 36\n", - "print r: 1381.6180453265304\n", - "1932\n", - "print utm zone: 35\n", - "print r: 2763.382669783429\n", - "1933\n", - "print utm zone: 34\n", - "print r: 1261.894276321709\n", - "1934\n", - "print utm zone: 35\n", - "print r: 2033.7339271845328\n", - "1935\n", - "print utm zone: 35\n", - "print r: 1381.8374616069002\n", - "1936\n", - "print utm zone: 41\n", - "print r: 2325.628167924473\n", - "1937\n", - "print utm zone: 34\n", - "print r: 1492.7116841970967\n", - "1938\n", - "print utm zone: 35\n", - "print r: 1595.4236901133738\n", - "1939\n", - "print utm zone: 35\n", - "print r: 1783.61985501528\n", - "1940\n", - "print utm zone: 35\n", - "print r: 1595.4741379906295\n", - "1941\n", - "print utm zone: 35\n", - "print r: 1871.5821794407036\n", - "1942\n", - "print utm zone: 34\n", - "print r: 1784.2196201608851\n", - "1943\n", - "print utm zone: 34\n", - "print r: 1595.9474908868388\n", - "1944\n", - "print utm zone: 44\n", - "print r: 1381.575371071943\n", - "1945\n", - "print utm zone: 33\n", - "print r: 2111.242335058105\n", - "1946\n", - "print utm zone: 35\n", - "print r: 2184.428577876979\n", - "1947\n", - "print utm zone: 34\n", - "print r: 2110.648849972572\n", - "1948\n", - "print utm zone: 34\n", - "print r: 2763.8616008251074\n", - "1949\n", - "print utm zone: 34\n", - "print r: 2522.446993722316\n", - "1950\n", - "print utm zone: 35\n", - "print r: 2393.6393999931993\n", - "1951\n", - "print utm zone: 33\n", - "print r: 1954.0790370054776\n", - "1952\n", - "print utm zone: 34\n", - "print r: 1692.0516767361562\n", - "1953\n", - "print utm zone: 35\n", - "print r: 3950.4824407301385\n", - "1954\n", - "print utm zone: 35\n", - "print r: 1595.6197606663009\n", - "1955\n", - "print utm zone: 34\n", - "print r: 2034.4379568763925\n", - "1956\n", - "print utm zone: 36\n", - "print r: 1128.0433605665442\n", - "1957\n", - "print utm zone: 34\n", - "print r: 2110.4837949975135\n", - "1958\n", - "print utm zone: 35\n", - "print r: 1261.308570629408\n", - "1959\n", - "print utm zone: 34\n", - "print r: 1382.440360880348\n", - "1960\n", - "print utm zone: 35\n", - "print r: 1870.6116250889947\n", - "1961\n", - "print utm zone: 41\n", - "print r: 1261.2450771160359\n", - "1962\n", - "print utm zone: 34\n", - "print r: 2931.4326079220364\n", - "1963\n", - "print utm zone: 34\n", - "print r: 2876.68069395107\n", - "1964\n", - "print utm zone: 35\n", - "print r: 1128.4618718859767\n", - "1965\n", - "print utm zone: 35\n", - "print r: 1261.7964172969953\n", - "1966\n", - "print utm zone: 35\n", - "print r: 2393.3570746340856\n", - "1967\n", - "print utm zone: 33\n", - "print r: 12150.116004370495\n", - "1968\n", - "print utm zone: 35\n", - "print r: 1492.3652773657338\n", - "1969\n", - "print utm zone: 36\n", - "print r: 1595.35197831294\n", - "1970\n", - "print utm zone: 34\n", - "print r: 1381.8008695237186\n", - "1971\n", - "print utm zone: 34\n", - "print r: 1261.2515106462001\n", - "1972\n", - "print utm zone: 35\n", - "print r: 1493.125406838747\n", - "1973\n", - "print utm zone: 33\n", - "print r: 1596.1245057547421\n", - "1974\n", - "print utm zone: 34\n", - "print r: 5320.848781879752\n", - "1975\n", - "print utm zone: 35\n", - "print r: 1595.5640532336208\n", - "1976\n", - "print utm zone: 35\n", - "print r: 2875.9177972444677\n", - "1977\n", - "print utm zone: 33\n", - "print r: 1692.0521213648658\n", - "1978\n", - "print utm zone: 33\n", - "print r: 2184.709446377205\n", - "1979\n", - "print utm zone: 35\n", - "print r: 1954.0756181683776\n", - "1980\n", - "print utm zone: 36\n", - "print r: 3089.637163173289\n", - "1981\n", - "print utm zone: 34\n", - "print r: 2645.5492889243747\n", - "1982\n", - "print utm zone: 35\n", - "print r: 1382.2982744942612\n", - "1983\n", - "print utm zone: 34\n", - "print r: 1954.3572988664055\n", - "1984\n", - "print utm zone: 35\n", - "print r: 1692.1304939213337\n", - "1985\n", - "print utm zone: 34\n", - "print r: 1595.5508043801208\n", - "1986\n", - "print utm zone: 34\n", - "print r: 1954.7604224913841\n", - "1987\n", - "print utm zone: 35\n", - "print r: 1783.741022053867\n", - "1988\n", - "print utm zone: 35\n", - "print r: 1783.7212006435882\n", - "1989\n", - "print utm zone: 35\n", - "print r: 5410.562251689174\n", - "1990\n", - "print utm zone: 35\n", - "print r: 1953.7717776331228\n", - "1991\n", - "print utm zone: 41\n", - "print r: 2984.4191889465587\n", - "1992\n", - "print utm zone: 34\n", - "print r: 1692.611862885867\n", - "1993\n", - "print utm zone: 34\n", - "print r: 2033.8612630494067\n", - "1994\n", - "print utm zone: 34\n", - "print r: 2458.5963918639163\n", - "1995\n", - "print utm zone: 34\n", - "print r: 1261.4742751124134\n", - "1996\n", - "print utm zone: 34\n", - "print r: 1870.7017794661897\n", - "1997\n", - "print utm zone: 33\n", - "print r: 1492.7547289226577\n", - "1998\n", - "print utm zone: 35\n", - "print r: 2325.5538925448254\n", - "1999\n", - "print utm zone: 35\n", - "print r: 1261.4989716713822\n", - "2000\n", - "print utm zone: 35\n", - "print r: 2033.9055897112623\n", - "2001\n", - "print utm zone: 34\n", - "print r: 2256.2875170286816\n", - "2002\n", - "print utm zone: 35\n", - "print r: 1870.7924998614812\n", - "2003\n", - "print utm zone: 35\n", - "print r: 2033.9787466770633\n", - "2004\n", - "print utm zone: 34\n", - "print r: 1692.1966934525967\n", - "2005\n", - "print utm zone: 35\n", - "print r: 1492.515408276433\n", - "2006\n", - "print utm zone: 34\n", - "print r: 4297.060131556314\n", - "2007\n", - "print utm zone: 34\n", - "print r: 1492.8780817983502\n", - "2008\n", - "print utm zone: 34\n", - "print r: 1692.6572907234993\n", - "2009\n", - "print utm zone: 34\n", - "print r: 1261.4192199621352\n", - "2010\n", - "print utm zone: 34\n", - "print r: 1381.539538998718\n", - "2011\n", - "print utm zone: 34\n", - "print r: 1595.417394490534\n", - "2012\n", - "print utm zone: 35\n", - "print r: 1261.4776988821054\n", - "2013\n", - "print utm zone: 36\n", - "print r: 2110.2816629194303\n", - "2014\n", - "print utm zone: 36\n", - "print r: 2256.269891610324\n", - "2015\n", - "print utm zone: 33\n", - "print r: 3522.6379157416973\n", - "2016\n", - "print utm zone: 33\n", - "print r: 2110.7993798144953\n", - "2017\n", - "print utm zone: 34\n", - "print r: 1871.7370401924204\n", - "2018\n", - "print utm zone: 35\n", - "print r: 1492.345308464014\n", - "2019\n", - "print utm zone: 41\n", - "print r: 1953.8811181539922\n", - "2020\n", - "print utm zone: 34\n", - "print r: 1595.3165793418498\n", - "2021\n", - "print utm zone: 33\n", - "print r: 1492.4194942064873\n", - "2022\n", - "print utm zone: 33\n", - "print r: 3655.181022819447\n", - "2023\n", - "print utm zone: 35\n", - "print r: 2110.5838625548613\n", - "2024\n", - "print utm zone: 35\n", - "print r: 2111.080067963562\n", - "2025\n", - "print utm zone: 36\n", - "print r: 1954.1627211309328\n", - "2026\n", - "print utm zone: 33\n", - "print r: 1492.206769323996\n", - "2027\n", - "print utm zone: 33\n", - "print r: 2256.366804888708\n", - "2028\n", - "print utm zone: 34\n", - "print r: 2110.4614083752617\n", - "2029\n", - "print utm zone: 35\n", - "print r: 4917.137470428903\n", - "2030\n", - "print utm zone: 44\n", - "print r: 2184.5190278601053\n", - "2031\n", - "print utm zone: 34\n", - "print r: 2325.5617733991953\n", - "2032\n", - "print utm zone: 35\n", - "print r: 1692.2444291525696\n", - "2033\n", - "print utm zone: 35\n", - "print r: 1381.8739393715173\n", - "2034\n", - "print utm zone: 35\n", - "print r: 1128.2140407687805\n", - "2035\n", - "print utm zone: 35\n", - "print r: 1382.1868202226215\n", - "2036\n", - "print utm zone: 44\n", - "print r: 1595.4017001302855\n", - "2037\n", - "print utm zone: 34\n", - "print r: 1261.1298470517706\n", - "2038\n", - "print utm zone: 34\n", - "print r: 1595.2706215641067\n", - "2039\n", - "print utm zone: 35\n", - "print r: 2522.1797704891005\n", - "2040\n", - "print utm zone: 34\n", - "print r: 1954.1644088267647\n", - "2041\n", - "print utm zone: 34\n", - "print r: 2931.83061606037\n", - "2042\n", - "print utm zone: 34\n", - "print r: 1492.3824411928513\n", - "2043\n", - "print utm zone: 34\n", - "print r: 2820.981896149965\n", - "2044\n", - "print utm zone: 34\n", - "print r: 3476.7514141579095\n", - "2045\n", - "print utm zone: 34\n", - "print r: 2985.2311071470567\n", - "2046\n", - "print utm zone: 33\n", - "print r: 1595.6538561726293\n", - "2047\n", - "print utm zone: 35\n", - "print r: 3867.435978152725\n", - "2048\n", - "print utm zone: 36\n", - "print r: 1783.9726834547703\n", - "2049\n", - "print utm zone: 33\n", - "print r: 1261.221385275347\n", - "2050\n", - "print utm zone: 34\n", - "print r: 2930.722280245335\n", - "2051\n", - "print utm zone: 40\n", - "print r: 2458.97439436113\n", - "2052\n", - "print utm zone: 33\n", - "print r: 5779.240161086549\n", - "2053\n", - "print utm zone: 33\n", - "print r: 2459.5730249142553\n", - "2054\n", - "print utm zone: 34\n", - "print r: 2257.0783727929525\n", - "2055\n", - "print utm zone: 34\n", - "print r: 1692.066323407888\n", - "2056\n", - "print utm zone: 36\n", - "print r: 1492.4666753027461\n", - "2057\n", - "print utm zone: 34\n", - "print r: 1381.620847346529\n", - "2058\n", - "print utm zone: 36\n", - "print r: 1692.1209993121106\n", - "2059\n", - "print utm zone: 34\n", - "print r: 2763.9279886993345\n", - "2060\n", - "print utm zone: 36\n", - "print r: 1493.0229217188828\n", - "2061\n", - "print utm zone: 35\n", - "print r: 2256.0868065512527\n", - "2062\n", - "print utm zone: 37\n", - "print r: 5412.13059048779\n", - "2063\n", - "print utm zone: 35\n", - "print r: 2763.729058557957\n", - "2064\n", - "print utm zone: 43\n", - "print r: 2586.2080046019805\n", - "2065\n", - "print utm zone: 33\n", - "print r: 1783.4859764249868\n", - "2066\n", - "print utm zone: 35\n", - "print r: 2110.509101391789\n", - "2067\n", - "print utm zone: 33\n", - "print r: 2393.7998390483094\n", - "2068\n", - "print utm zone: 34\n", - "print r: 2033.7574026859943\n", - "2069\n", - "print utm zone: 33\n", - "print r: 1783.7063369631048\n", - "2070\n", - "print utm zone: 35\n", - "print r: 3741.285349835073\n", - "2071\n", - "print utm zone: 35\n", - "print r: 1381.5828359854463\n", - "2072\n", - "print utm zone: 34\n", - "print r: 5995.794734220374\n", - "2073\n", - "print utm zone: 35\n", - "print r: 1784.413003424895\n", - "2074\n", - "print utm zone: 33\n", - "print r: 1492.4156769136894\n", - "2075\n", - "print utm zone: 35\n", - "print r: 2033.4200349813711\n", - "2076\n", - "print utm zone: 36\n", - "print r: 2034.1849609441315\n", - "2077\n", - "print utm zone: 34\n", - "print r: 2184.649375107713\n", - "2078\n", - "print utm zone: 34\n", - "print r: 1128.0453031723425\n", - "2079\n", - "print utm zone: 33\n", - "print r: 2645.385915936019\n", - "2080\n", - "print utm zone: 35\n", - "print r: 3987.9451896510654\n", - "2081\n", - "print utm zone: 35\n", - "print r: 1128.0165977319407\n", - "2082\n", - "print utm zone: 35\n", - "print r: 2820.527008348785\n", - "2083\n", - "print utm zone: 33\n", - "print r: 1692.4011058439607\n", - "2084\n", - "print utm zone: 34\n", - "print r: 3990.6067880565206\n", - "2085\n", - "print utm zone: 35\n", - "print r: 2584.635701208264\n", - "2086\n", - "print utm zone: 36\n", - "print r: 4331.998241216141\n", - "2087\n", - "print utm zone: 35\n", - "print r: 4332.482547663149\n", - "2088\n", - "print utm zone: 35\n", - "print r: 2820.9870236228353\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2089\n", - "print utm zone: 34\n", - "print r: 2392.7233861249306\n", - "2090\n", - "print utm zone: 36\n", - "print r: 2930.5039042968447\n", - "2091\n", - "print utm zone: 33\n", - "print r: 3038.2650665907413\n", - "2092\n", - "print utm zone: 34\n", - "print r: 1870.9199410627728\n", - "2093\n", - "print utm zone: 36\n", - "print r: 1692.7059532060646\n", - "2094\n", - "print utm zone: 34\n", - "print r: 1381.4500914410428\n", - "2095\n", - "print utm zone: 33\n", - "print r: 1595.2699184563278\n", - "2096\n", - "print utm zone: 34\n", - "print r: 1692.5645450948966\n", - "2097\n", - "print utm zone: 33\n", - "print r: 1954.5845785636773\n", - "2098\n", - "print utm zone: 33\n", - "print r: 1381.6210764142927\n", - "2099\n", - "print utm zone: 41\n", - "print r: 1692.3272570273764\n", - "2100\n", - "print utm zone: 36\n", - "print r: 1953.9864011497095\n", - "2101\n", - "print utm zone: 36\n", - "print r: 3288.7147077198447\n", - "2102\n", - "print utm zone: 33\n", - "print r: 2392.8937949713973\n", - "2103\n", - "print utm zone: 35\n", - "print r: 1691.9896129596723\n", - "2104\n", - "print utm zone: 34\n", - "print r: 2184.372715559805\n", - "2105\n", - "print utm zone: 41\n", - "print r: 1692.4608667631835\n", - "2106\n", - "print utm zone: 33\n", - "print r: 1870.7318215761784\n", - "2107\n", - "print utm zone: 34\n", - "print r: 1382.1104085587012\n", - "2108\n", - "print utm zone: 34\n", - "print r: 2185.17475430718\n", - "2109\n", - "print utm zone: 34\n", - "print r: 1492.1353414540722\n", - "2110\n", - "print utm zone: 34\n", - "print r: 3989.4043128436706\n", - "2111\n", - "print utm zone: 35\n", - "print r: 4260.144193142077\n", - "2112\n", - "print utm zone: 36\n", - "print r: 1692.117465577039\n", - "2113\n", - "print utm zone: 35\n", - "print r: 2645.369441181966\n", - "2114\n", - "print utm zone: 35\n", - "print r: 3655.6153059729995\n", - "2115\n", - "print utm zone: 36\n", - "print r: 3784.7669673873443\n", - "2116\n", - "print utm zone: 36\n", - "print r: 1692.4536908178234\n", - "2117\n", - "print utm zone: 34\n", - "print r: 2256.0859877897256\n", - "2118\n", - "print utm zone: 34\n", - "print r: 1692.8150651247954\n", - "2119\n", - "print utm zone: 34\n", - "print r: 1381.4197511354018\n", - "2120\n", - "print utm zone: 35\n", - "print r: 2930.648858392254\n", - "2121\n", - "print utm zone: 35\n", - "print r: 1381.4398599293406\n", - "2122\n", - "print utm zone: 34\n", - "print r: 2033.5967475569457\n", - "2123\n", - "print utm zone: 35\n", - "print r: 1783.4849382097282\n", - "2124\n", - "print utm zone: 35\n", - "print r: 1492.2861441149978\n", - "2125\n", - "print utm zone: 44\n", - "print r: 4406.911138771318\n", - "2126\n", - "print utm zone: 35\n", - "print r: 2110.432822858168\n", - "2127\n", - "print utm zone: 33\n", - "print r: 2645.3707061386604\n", - "2128\n", - "print utm zone: 33\n", - "print r: 2185.607618252177\n", - "2129\n", - "print utm zone: 34\n", - "print r: 2459.6234766662164\n", - "2130\n", - "print utm zone: 34\n", - "print r: 1691.943693421614\n", - "2131\n", - "print utm zone: 35\n", - "print r: 1692.8897858149505\n", - "2132\n", - "print utm zone: 33\n", - "print r: 1381.7731014261474\n", - "2133\n", - "print utm zone: 33\n", - "print r: 3431.195921794415\n", - "2134\n", - "print utm zone: 34\n", - "print r: 1261.058165308103\n", - "2135\n", - "print utm zone: 35\n", - "print r: 1783.5587978207764\n", - "2136\n", - "print utm zone: 34\n", - "print r: 1783.5325031190544\n", - "2137\n", - "print utm zone: 34\n", - "print r: 3336.91730311342\n", - "2138\n", - "print utm zone: 34\n", - "print r: 1127.919658236758\n", - "2139\n", - "print utm zone: 44\n", - "print r: 1692.8504281814983\n", - "2140\n", - "print utm zone: 35\n", - "print r: 2705.546318235625\n", - "2141\n", - "print utm zone: 44\n", - "print r: 2585.696441016881\n", - "2142\n", - "print utm zone: 44\n", - "print r: 2111.376334646003\n", - "2143\n", - "print utm zone: 33\n", - "print r: 1692.0341463643513\n", - 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"2645\n", - "print utm zone: 35\n", - "print r: 1691.4416683022228\n", - "2646\n", - "print utm zone: 40\n", - "print r: 1492.4036474901754\n", - "2647\n", - "print utm zone: 42\n", - "print r: 2325.203614844704\n", - "2648\n", - "print utm zone: 34\n", - "print r: 7109.328077454999\n", - "2649\n", - "print utm zone: 34\n", - "print r: 1381.4589195951808\n", - "2650\n", - "print utm zone: 43\n", - "print r: 1127.7375493499276\n", - "2651\n", - "print utm zone: 34\n", - "print r: 2183.6144668046236\n", - "2652\n", - "print utm zone: 34\n", - "print r: 1128.1212075355513\n", - "2653\n", - "print utm zone: 35\n", - "print r: 2584.224143572273\n", - "2654\n", - "print utm zone: 42\n", - "print r: 2183.6705793360375\n", - "2655\n", - "print utm zone: 42\n", - "print r: 1691.688713642207\n", - "2656\n", - "print utm zone: 34\n", - "print r: 1691.4047793553007\n", - "2657\n", - "print utm zone: 35\n", - "print r: 1691.4874856077613\n", - "2658\n", - "print utm zone: 34\n", - "print r: 2255.1897961527206\n", - "2659\n", - "print utm zone: 34\n", - "print r: 1869.9687598969367\n", - "2660\n", - "print utm zone: 34\n", - "print r: 1691.540174088751\n", - "2661\n", - "print utm zone: 35\n", - "print r: 1869.9317246529613\n", - "2662\n", - "print utm zone: 42\n", - "print r: 1260.7804093896295\n", - "2663\n", - "print utm zone: 42\n", - "print r: 1594.9606035497443\n", - "2664\n", - "print utm zone: 34\n", - "print r: 1381.43129789857\n", - "2665\n", - "print utm zone: 34\n", - "print r: 1261.0994431758872\n", - "2666\n", - "print utm zone: 35\n", - "print r: 1953.0704075217575\n", - "2667\n", - "print utm zone: 42\n", - "print r: 1260.7496183324781\n", - "2668\n", - "print utm zone: 42\n", - "print r: 1691.523257486694\n", - "2669\n", - "print utm zone: 42\n", - "print r: 1382.01647255636\n", - "2670\n", - "print utm zone: 34\n", - "print r: 2457.7212578336066\n", - "2671\n", - "print utm zone: 42\n", - "print r: 2324.5983858363397\n", - "2672\n", - "print utm zone: 43\n", - "print r: 1595.3446429450769\n", - "2673\n", - "print utm zone: 34\n", - "print r: 2819.0950997366717\n", - "2674\n", - "print utm zone: 38\n", - "print r: 1381.9846173778453\n", - "2675\n", - "print utm zone: 34\n", - "print r: 1782.8821013308495\n", - "2676\n", - "print utm zone: 35\n", - "print r: 1692.497747090158\n", - "2677\n", - "print utm zone: 43\n", - "print r: 1595.5939112361912\n", - "2678\n", - "print utm zone: 43\n", - "print r: 2931.627503471071\n", - "2679\n", - "print utm zone: 43\n", - "print r: 1381.7999397934846\n", - "2680\n", - "print utm zone: 42\n", - "print r: 1594.852594399734\n", - "2681\n", - "print utm zone: 35\n", - "print r: 3475.491397353916\n", - "2682\n", - "print utm zone: 34\n", - "print r: 2521.375912506672\n", - "2683\n", - "print utm zone: 37\n", - "print r: 3826.4300515619484\n", - "2684\n", - "print utm zone: 42\n", - "print r: 4219.3287153234905\n", - "2685\n", - "print utm zone: 42\n", - "print r: 1492.7220002395852\n", - "2686\n", - "print utm zone: 35\n", - "print r: 1691.5154434695125\n", - "2687\n", - "print utm zone: 42\n", - "print r: 1952.973237453655\n", - "2688\n", - "print utm zone: 43\n", - "print r: 2185.7682991664783\n", - "2689\n", - "print utm zone: 40\n", - "print r: 4651.805270925762\n", - "2690\n", - "print utm zone: 43\n", - "print r: 2583.920950873888\n", - "2691\n", - "print utm zone: 34\n", - "print r: 3382.8374258024805\n", - "2692\n", - "print utm zone: 44\n", - "print r: 3289.2199781503123\n", - "2693\n", - "print utm zone: 34\n", - "print r: 1954.0783254762086\n", - "2694\n", - "print utm zone: 35\n", - "print r: 4026.3522131815785\n", - "2695\n", - "print utm zone: 34\n", - "print r: 1783.6389603128325\n", - "2696\n", - "print utm zone: 34\n", - "print r: 1870.672589536859\n", - "2697\n", - "print utm zone: 34\n", - "print r: 2583.6242785874915\n", - "2698\n", - "print utm zone: 42\n", - "print r: 1691.3616873907104\n", - "2699\n", - "print utm zone: 34\n", - "print r: 2183.550560704401\n", - "2700\n", - "print utm zone: 40\n", - "print r: 1261.362287317955\n", - "2701\n", - "print utm zone: 34\n", - "print r: 1492.630762375323\n", - "2702\n", - "print utm zone: 42\n", - "print r: 1491.6913211663427\n", - "2703\n", - "print utm zone: 44\n", - "print r: 1128.3100045911863\n", - "2704\n", - "print utm zone: 42\n", - "print r: 2457.4956156415233\n", - "2705\n", - "print utm zone: 34\n", - "print r: 1380.9997974247267\n", - "2706\n", - "print utm zone: 35\n", - "print r: 3865.7471549033103\n", - "2707\n", - "print utm zone: 40\n", - "print r: 2984.8014106471187\n", - "2708\n", - "print utm zone: 42\n", - "print r: 4403.604342747742\n", - "2709\n", - "print utm zone: 34\n", - "print r: 4368.260047490437\n", - "2710\n", - "print utm zone: 40\n", - "print r: 1870.9526968478945\n", - "2711\n", - "print utm zone: 34\n", - "print r: 1595.2335210097008\n", - "2712\n", - "print utm zone: 38\n", - "print r: 1692.3524975485673\n", - "2713\n", - "print utm zone: 42\n", - "print r: 1691.3728458252072\n", - "2714\n", - "print utm zone: 34\n", - "print r: 2391.9995185093703\n", - "2715\n", - "print utm zone: 34\n", - "print r: 2644.4404727212705\n", - "2716\n", - "print utm zone: 34\n", - "print r: 797.3702415288815\n", - "2717\n", - "print utm zone: 35\n", - "print r: 1380.9910616617713\n", - "2718\n", - "print utm zone: 34\n", - "print r: 3088.8043032259225\n", - "2719\n", - "print utm zone: 34\n", - "print r: 4256.508410100327\n", - "2720\n", - "print utm zone: 34\n", - "print r: 2929.7280265469544\n", - "2721\n", - "print utm zone: 34\n", - "print r: 2109.572051222849\n", - "2722\n", - "print utm zone: 34\n", - "print r: 2110.6908372713065\n", - "2723\n", - "print utm zone: 38\n", - "print r: 1783.6819574310805\n", - "2724\n", - "print utm zone: 38\n", - "print r: 2033.1747965286381\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2725\n", - "print utm zone: 40\n", - "print r: 2984.4576128181106\n", - "2726\n", - "print utm zone: 40\n", - "print r: 2876.3445762877222\n", - "2727\n", - "print utm zone: 44\n", - "print r: 1784.1645913832826\n", - "2728\n", - "print utm zone: 34\n", - "print r: 1691.3804835735439\n", - "2729\n", - "print utm zone: 37\n", - "print r: 1954.4295454009516\n", - "2730\n", - "print utm zone: 34\n", - "print r: 1260.6696251001783\n", - "2731\n", - "print utm zone: 34\n", - "print r: 1952.9735459027645\n", - "2732\n", - "print utm zone: 34\n", - "print r: 1261.530768098051\n", - "2733\n", - "print utm zone: 42\n", - "print r: 1953.1320272351732\n", - "2734\n", - "print utm zone: 43\n", - "print r: 1954.3609022535795\n", - "2735\n", - "print utm zone: 38\n", - "print r: 2184.749537873781\n", - "2736\n", - "print utm zone: 35\n", - "print r: 1260.7791503852657\n", - "2737\n", - "print utm zone: 38\n", - "print r: 1691.8250806628353\n", - "2738\n", - "print utm zone: 34\n", - "print r: 2033.5230552249368\n", - "2739\n", - "print utm zone: 34\n", - "print r: 1953.4704395875392\n", - "2740\n", - "print utm zone: 34\n", - "print r: 1594.6218472652567\n", - "2741\n", - "print utm zone: 38\n", - "print r: 2393.682345930944\n", - 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"2854\n", - "print utm zone: 37\n", - "print r: 1870.960886504618\n", - "2855\n", - "print utm zone: 38\n", - "print r: 1952.970948938858\n", - "2856\n", - "print utm zone: 41\n", - "print r: 2985.14622127502\n", - "2857\n", - "print utm zone: 41\n", - "print r: 2033.6105925691431\n", - "2858\n", - "print utm zone: 34\n", - "print r: 1492.3263985489352\n", - "2859\n", - "print utm zone: 41\n", - "print r: 2820.4112859277275\n", - "2860\n", - "print utm zone: 34\n", - "print r: 5665.722704228673\n", - "2861\n", - "print utm zone: 34\n", - "print r: 1594.5351127116212\n", - "2862\n", - "print utm zone: 36\n", - "print r: 1595.1800271819006\n", - "2863\n", - "print utm zone: 37\n", - "print r: 2522.957326367131\n", - "2864\n", - "print utm zone: 41\n", - "print r: 2522.090340094146\n", - "2865\n", - "print utm zone: 38\n", - "print r: 1869.8576092260973\n", - "2866\n", - "print utm zone: 40\n", - "print r: 6231.541954581101\n", - "2867\n", - "print utm zone: 41\n", - "print r: 1492.5386109950334\n", - "2868\n", - "print utm zone: 34\n", - "print r: 2109.6969386675773\n", - "2869\n", - "print utm zone: 41\n", - "print r: 1871.06161448785\n", - "2870\n", - "print utm zone: 34\n", - "print r: 1127.616329218768\n", - "2871\n", - "print utm zone: 35\n", - "print r: 1594.6088837068905\n", - "2872\n", - "print utm zone: 42\n", - "print r: 2183.4052692302225\n", - "2873\n", - "print utm zone: 38\n", - "print r: 2109.475210217958\n", - "2874\n", - "print utm zone: 41\n", - "print r: 1492.060393380553\n", - "2875\n", - "print utm zone: 34\n", - "print r: 2392.0688049531263\n", - "2876\n", - "print utm zone: 42\n", - "print r: 1594.581413981426\n", - "2877\n", - "print utm zone: 41\n", - "print r: 2110.7988286443247\n", - "2878\n", - "print utm zone: 41\n", - "print r: 1261.3381594145194\n", - "2879\n", - "print utm zone: 36\n", - "print r: 1380.9264452132613\n", - "2880\n", - "print utm zone: 38\n", - "print r: 2255.0195635590203\n", - "2881\n", - "print utm zone: 38\n", - "print r: 1380.965659102105\n", - 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"3035\n", - "print utm zone: 42\n", - "print r: 2109.265978542299\n", - "3036\n", - "print utm zone: 42\n", - "print r: 1260.533392000034\n", - "3037\n", - "print utm zone: 41\n", - "print r: 1870.5962217101583\n", - "3038\n", - "print utm zone: 35\n", - "print r: 1381.1559806841467\n", - "3039\n", - "print utm zone: 43\n", - "print r: 2033.8718855974753\n", - "3040\n", - "print utm zone: 35\n", - "print r: 2255.4190634983916\n", - "3041\n", - "print utm zone: 34\n", - "print r: 2644.2276014599265\n", - "3042\n", - "print utm zone: 37\n", - "print r: 1783.4753434033316\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3043\n", - "print utm zone: 41\n", - "print r: 1381.4933388962136\n", - "3044\n", - "print utm zone: 42\n", - "print r: 1381.6602504493371\n", - "3045\n", - "print utm zone: 38\n", - "print r: 1260.5761564319996\n", - "3046\n", - "print utm zone: 39\n", - "print r: 2392.8796814140637\n", - "3047\n", - "print utm zone: 34\n", - "print r: 5966.9930662887455\n", - 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"3090\n", - "print utm zone: 34\n", - "print r: 1127.4637853354939\n", - "3091\n", - "print utm zone: 37\n", - "print r: 1954.0706131157751\n", - "3092\n", - "print utm zone: 38\n", - "print r: 1594.4348385717942\n", - "3093\n", - "print utm zone: 42\n", - "print r: 1952.8192898220634\n", - "3094\n", - "print utm zone: 35\n", - "print r: 1380.8408300260087\n", - "3095\n", - "print utm zone: 35\n", - "print r: 797.4787824927427\n", - "3096\n", - "print utm zone: 37\n", - "print r: 2457.936446076451\n", - "3097\n", - "print utm zone: 37\n", - "print r: 2392.4125159887526\n", - "3098\n", - "print utm zone: 43\n", - "print r: 2324.461267315645\n", - "3099\n", - "print utm zone: 34\n", - "print r: 3188.8289064593378\n", - "3100\n", - "print utm zone: 34\n", - "print r: 1953.1417868820868\n", - "3101\n", - "print utm zone: 35\n", - "print r: 1870.7301992534985\n", - "3102\n", - "print utm zone: 35\n", - "print r: 4219.501234589976\n", - "3103\n", - "print utm zone: 42\n", - "print r: 5291.009874764147\n", - "3104\n", - "print utm zone: 36\n", - "print r: 2762.2359309119734\n", - "3105\n", - "print utm zone: 38\n", - "print r: 1594.416793644059\n", - "3106\n", - "print utm zone: 36\n", - "print r: 1260.7539658173964\n", - "3107\n", - "print utm zone: 36\n", - "print r: 2110.320816145157\n", - "3108\n", - "print utm zone: 35\n", - "print r: 1127.4620322485907\n", - "3109\n", - "print utm zone: 35\n", - "print r: 7479.0433396429\n", - "3110\n", - "print utm zone: 38\n", - "print r: 1380.8517108691326\n", - "3111\n", - "print utm zone: 42\n", - "print r: 1595.2329775497215\n", - "3112\n", - "print utm zone: 42\n", - "print r: 797.2048002575134\n", - "3113\n", - "print utm zone: 36\n", - "print r: 5042.062284519733\n", - "3114\n", - "print utm zone: 42\n", - "print r: 2033.2711152368288\n", - "3115\n", - "print utm zone: 35\n", - "print r: 3907.294842796714\n", - "3116\n", - "print utm zone: 42\n", - "print r: 1691.8529659676676\n", - "3117\n", - "print utm zone: 43\n", - "print r: 4028.5667737425333\n", - "3118\n", - "print utm zone: 34\n", - "print r: 2703.4543683489837\n", - "3119\n", - "print utm zone: 35\n", - "print r: 2929.6476677911814\n", - "3120\n", - "print utm zone: 37\n", - "print r: 3036.7681546818712\n", - "3121\n", - "print utm zone: 38\n", - "print r: 2982.87775579722\n", - "3122\n", - "print utm zone: 38\n", - "print r: 2032.501715506717\n", - "3123\n", - "print utm zone: 42\n", - "print r: 2256.1090884360315\n", - "3124\n", - "print utm zone: 36\n", - "print r: 2458.1263973782943\n", - "3125\n", - "print utm zone: 38\n", - "print r: 1691.1402406788532\n", - "3126\n", - "print utm zone: 38\n", - "print r: 1783.3481552561736\n", - "3127\n", - "print utm zone: 39\n", - "print r: 2109.8028413001894\n", - "3128\n", - "print utm zone: 42\n", - "print r: 1260.4875472272179\n", - "3129\n", - "print utm zone: 42\n", - "print r: 1953.749232504834\n", - "3130\n", - "print utm zone: 34\n", - "print r: 1260.470280645035\n", - "3131\n", - "print utm zone: 36\n", - "print r: 2457.893145722604\n", - 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"3146\n", - "print utm zone: 43\n", - "print r: 3239.767344952762\n", - "3147\n", - "print utm zone: 37\n", - "print r: 1127.4049440985573\n", - "3148\n", - "print utm zone: 42\n", - "print r: 1870.4534399483011\n", - "3149\n", - "print utm zone: 43\n", - "print r: 2763.6442292814195\n", - "3150\n", - "print utm zone: 37\n", - "print r: 976.6748448038181\n", - "3151\n", - "print utm zone: 42\n", - "print r: 19331.729533744023\n", - "3152\n", - "print utm zone: 34\n", - "print r: 2109.3800752118505\n", - "3153\n", - "print utm zone: 34\n", - "print r: 4402.994778573\n", - "3154\n", - "print utm zone: 43\n", - "print r: 1261.1334250816117\n", - "3155\n", - "print utm zone: 37\n", - "print r: 3088.1478545937102\n", - "3156\n", - "print utm zone: 37\n", - "print r: 2324.3384684556636\n", - "3157\n", - "print utm zone: 43\n", - "print r: 3476.3618268512255\n", - "3158\n", - "print utm zone: 34\n", - "print r: 1869.8901559020303\n", - "3159\n", - "print utm zone: 42\n", - "print r: 1381.3566702760006\n", - "3160\n", - "print utm zone: 34\n", - "print r: 1594.5496865416508\n", - "3161\n", - "print utm zone: 36\n", - "print r: 1492.3573684388812\n", - "3162\n", - "print utm zone: 42\n", - "print r: 3739.25816991777\n", - "3163\n", - "print utm zone: 43\n", - "print r: 1594.863277152873\n", - "3164\n", - "print utm zone: 36\n", - "print r: 1952.8804672728368\n", - "3165\n", - "print utm zone: 37\n", - "print r: 1492.4009088026914\n", - "3166\n", - "print utm zone: 37\n", - "print r: 1594.361903985988\n", - "3167\n", - "print utm zone: 42\n", - "print r: 1127.8555311072166\n", - "3168\n", - "print utm zone: 43\n", - "print r: 1595.5435748359166\n", - "3169\n", - "print utm zone: 37\n", - "print r: 1691.356748985801\n", - "3170\n", - "print utm zone: 38\n", - "print r: 1491.444833537556\n", - "3171\n", - "print utm zone: 42\n", - "print r: 1380.7934755130661\n", - "3172\n", - "print utm zone: 43\n", - "print r: 3741.623982411327\n", - "3173\n", - "print utm zone: 43\n", - "print r: 3287.9217284310926\n", - "3174\n", - "print utm zone: 37\n", - "print r: 797.4405684018703\n", - "3175\n", - "print utm zone: 37\n", - "print r: 3335.591364155573\n", - "3176\n", - "print utm zone: 42\n", - "print r: 2391.7576305490475\n", - "3177\n", - "print utm zone: 42\n", - "print r: 1491.4032117428321\n", - "3178\n", - "print utm zone: 42\n", - "print r: 1491.4064744183925\n", - "3179\n", - "print utm zone: 42\n", - "print r: 3654.7843847752056\n", - "3180\n", - "print utm zone: 43\n", - "print r: 1261.2977149443873\n", - "3181\n", - "print utm zone: 35\n", - "print r: 1380.8346259778739\n", - "3182\n", - "print utm zone: 35\n", - "print r: 2521.089798291176\n", - "3183\n", - "print utm zone: 37\n", - "print r: 1261.0974303729472\n", - "3184\n", - "print utm zone: 37\n", - "print r: 1869.7566249045476\n", - "3185\n", - "print utm zone: 43\n", - "print r: 1381.3685451830106\n", - "3186\n", - "print utm zone: 34\n", - "print r: 3087.5322281964823\n", - "3187\n", - "print utm zone: 37\n", - "print r: 1380.9838202735466\n", - "3188\n", - "print utm zone: 37\n", - "print r: 1491.7452903545595\n", - "3189\n", - "print utm zone: 38\n", - "print r: 1260.9684714499203\n", - "3190\n", - "print utm zone: 42\n", - "print r: 4510.011510802715\n", - "3191\n", - "print utm zone: 43\n", - "print r: 1381.3663556705455\n", - "3192\n", - "print utm zone: 38\n", - "print r: 3696.5643801526\n", - "3193\n", - "print utm zone: 37\n", - "print r: 1381.0531057848104\n", - "3194\n", - "print utm zone: 36\n", - "print r: 1870.1008797597938\n", - "3195\n", - "print utm zone: 43\n", - "print r: 1954.0271547149612\n", - "3196\n", - "print utm zone: 36\n", - "print r: 1381.1330453434418\n", - "3197\n", - "print utm zone: 36\n", - "print r: 1870.778958945907\n", - "3198\n", - "print utm zone: 38\n", - "print r: 1594.9963891109683\n", - "3199\n", - "print utm zone: 38\n", - "print r: 1491.4639626039811\n", - "3200\n", - "print utm zone: 42\n", - "print r: 3036.745703722995\n", - "3201\n", - "print utm zone: 42\n", - "print r: 1691.0826769083956\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3202\n", - "print utm zone: 42\n", - "print r: 1491.810344597675\n", - "3203\n", - "print utm zone: 42\n", - "print r: 1127.881900658749\n", - "3204\n", - "print utm zone: 34\n", - "print r: 2761.934229842271\n", - "3205\n", - "print utm zone: 36\n", - "print r: 1870.5792131433902\n", - "3206\n", - "print utm zone: 37\n", - "print r: 797.458950710316\n", - "3207\n", - "print utm zone: 37\n", - "print r: 2761.7427617438916\n", - "3208\n", - "print utm zone: 37\n", - "print r: 2324.5059795165294\n", - "3209\n", - "print utm zone: 37\n", - "print r: 1691.333974295297\n", - "3210\n", - "print utm zone: 38\n", - "print r: 2183.316791022298\n", - "3211\n", - "print utm zone: 38\n", - "print r: 2705.299713957413\n", - "3212\n", - "print utm zone: 38\n", - "print r: 1692.2990388309909\n", - "3213\n", - "print utm zone: 42\n", - "print r: 1782.5578890205143\n", - "3214\n", - "print utm zone: 36\n", - "print r: 1260.5653813666077\n", - 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"3521\n", - "print utm zone: 38\n", - "print r: 2583.1085433527364\n", - "3522\n", - "print utm zone: 38\n", - "print r: 1380.699536118406\n", - "3523\n", - "print utm zone: 39\n", - "print r: 15241.580444765443\n", - "3524\n", - "print utm zone: 42\n", - "print r: 1127.2964395713177\n", - "3525\n", - "print utm zone: 42\n", - "print r: 2584.3612882346247\n", - "3526\n", - "print utm zone: 43\n", - "print r: 2458.608226344352\n", - "3527\n", - "print utm zone: 41\n", - "print r: 1870.2049113385406\n", - "3528\n", - "print utm zone: 35\n", - "print r: 1952.7151435527053\n", - "3529\n", - "print utm zone: 36\n", - "print r: 1261.1729414906683\n", - "3530\n", - "print utm zone: 38\n", - "print r: 1782.5060654306794\n", - "3531\n", - "print utm zone: 42\n", - "print r: 976.300424284008\n", - "3532\n", - "print utm zone: 42\n", - "print r: 1952.5217624645918\n", - "3533\n", - "print utm zone: 42\n", - "print r: 1260.3754866962083\n", - "3534\n", - "print utm zone: 42\n", - "print r: 1491.2921125790137\n", - 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"3661\n", - "print utm zone: 35\n", - "print r: 1260.8409533099102\n", - "3662\n", - "print utm zone: 36\n", - "print r: 2456.856614844\n", - "3663\n", - "print utm zone: 38\n", - "print r: 4143.4572100166\n", - "3664\n", - "print utm zone: 41\n", - "print r: 2256.339956229503\n", - "3665\n", - "print utm zone: 35\n", - "print r: 1261.15355402436\n", - "3666\n", - "print utm zone: 36\n", - "print r: 1870.672406936154\n", - "3667\n", - "print utm zone: 38\n", - "print r: 2762.7295461320505\n", - "3668\n", - "print utm zone: 39\n", - "print r: 3907.2240847602716\n", - "3669\n", - "print utm zone: 39\n", - "print r: 1870.0664022797043\n", - "3670\n", - "print utm zone: 38\n", - "print r: 1691.1769746704108\n", - "3671\n", - "print utm zone: 35\n", - "print r: 2644.1380502416982\n", - "3672\n", - "print utm zone: 38\n", - "print r: 1595.3605793019644\n", - "3673\n", - "print utm zone: 41\n", - "print r: 5321.21653564213\n", - "3674\n", - "print utm zone: 42\n", - "print r: 1594.9789825332653\n", - 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"3995\n", - "print utm zone: 37\n", - "print r: 2108.7547255217455\n", - "3996\n", - "print utm zone: 41\n", - "print r: 2704.301022584565\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3997\n", - "print utm zone: 42\n", - "print r: 1691.5439259474692\n", - "3998\n", - "print utm zone: 42\n", - "print r: 1260.439898165072\n", - "3999\n", - "print utm zone: 36\n", - "print r: 1260.4775617130126\n", - "4000\n", - "print utm zone: 41\n", - "print r: 1491.1706314048192\n", - "4001\n", - "print utm zone: 41\n", - "print r: 3288.116059896252\n", - "4002\n", - "print utm zone: 41\n", - "print r: 3139.955349344658\n", - "4003\n", - "print utm zone: 35\n", - "print r: 1594.4304004362148\n", - "4004\n", - "print utm zone: 39\n", - "print r: 1260.7372133584422\n", - "4005\n", - "print utm zone: 42\n", - "print r: 1491.5957453565773\n", - "4006\n", - "print utm zone: 38\n", - "print r: 563.724630280652\n", - "4007\n", - "print utm zone: 39\n", - "print r: 3654.2080435171\n", - 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"4050\n", - "print utm zone: 39\n", - "print r: 3088.295605006332\n", - "4051\n", - "print utm zone: 35\n", - "print r: 3286.3246592410514\n", - "4052\n", - "print utm zone: 37\n", - "print r: 2982.7480434005797\n", - "4053\n", - "print utm zone: 42\n", - "print r: 1127.2222682757815\n", - "4054\n", - "print utm zone: 35\n", - "print r: 1690.788589404078\n", - "4055\n", - "print utm zone: 38\n", - "print r: 1260.2437887584063\n", - "4056\n", - "print utm zone: 41\n", - "print r: 1381.1020180395283\n", - "4057\n", - "print utm zone: 42\n", - "print r: 2108.832465337126\n", - "4058\n", - "print utm zone: 36\n", - "print r: 1381.116950083125\n", - "4059\n", - "print utm zone: 39\n", - "print r: 797.5763915704903\n", - "4060\n", - "print utm zone: 41\n", - "print r: 1783.029409167712\n", - "4061\n", - "print utm zone: 36\n", - "print r: 1380.4373884126737\n", - "4062\n", - "print utm zone: 39\n", - "print r: 1261.0840953880868\n", - "4063\n", - "print utm zone: 36\n", - "print r: 1260.961948034693\n", - "4064\n", - "print utm zone: 39\n", - "print r: 1260.7928663324792\n", - "4065\n", - "print utm zone: 36\n", - "print r: 1127.6748465837486\n", - "4066\n", - "print utm zone: 42\n", - "print r: 1492.1241657138949\n", - "4067\n", - "print utm zone: 42\n", - "print r: 1595.1013890561298\n", - "4068\n", - "print utm zone: 36\n", - "print r: 1595.1726470778358\n", - "4069\n", - "print utm zone: 41\n", - "print r: 1260.8762750100982\n", - "4070\n", - "print utm zone: 41\n", - "print r: 1953.7479208959005\n", - "4071\n", - "print utm zone: 36\n", - "print r: 1953.1545841005623\n", - "4072\n", - "print utm zone: 41\n", - "print r: 1691.563854939913\n", - "4073\n", - "print utm zone: 41\n", - "print r: 1691.763042988297\n", - "4074\n", - "print utm zone: 37\n", - "print r: 976.8898245175677\n", - "4075\n", - "print utm zone: 42\n", - "print r: 2521.77149681363\n", - "4076\n", - "print utm zone: 36\n", - "print r: 1380.627600325612\n", - "4077\n", - "print utm zone: 36\n", - "print r: 1127.8860186106615\n", - "4078\n", - "print utm zone: 37\n", - "print r: 1127.2296431612324\n", - "4079\n", - "print utm zone: 39\n", - "print r: 1594.7058360295741\n", - "4080\n", - "print utm zone: 38\n", - "print r: 1782.9107167324034\n", - "4081\n", - "print utm zone: 41\n", - "print r: 1491.9035046014458\n", - "4082\n", - "print utm zone: 36\n", - "print r: 797.5266914562168\n", - "4083\n", - "print utm zone: 37\n", - "print r: 1260.1690417585128\n", - "4084\n", - "print utm zone: 41\n", - "print r: 1952.3451438975471\n", - "4085\n", - "print utm zone: 35\n", - "print r: 3137.7770976402953\n", - "4086\n", - "print utm zone: 41\n", - "print r: 1691.6655808154414\n", - "4087\n", - "print utm zone: 39\n", - "print r: 1260.934742532448\n", - "4088\n", - "print utm zone: 35\n", - "print r: 1380.4151925815127\n", - "4089\n", - "print utm zone: 35\n", - "print r: 2254.2164331925032\n", - "4090\n", - "print utm zone: 35\n", - "print r: 1380.4622786999093\n", - "4091\n", - "print utm zone: 36\n", - "print r: 1380.7496472710623\n", - "4092\n", - "print utm zone: 37\n", - "print r: 1594.3253420406663\n", - "4093\n", - "print utm zone: 35\n", - "print r: 976.2787328003807\n", - "4094\n", - "print utm zone: 35\n", - "print r: 976.4168091050275\n", - "4095\n", - "print utm zone: 35\n", - "print r: 1595.08538728731\n", - "4096\n", - "print utm zone: 36\n", - "print r: 1952.4460264848954\n", - "4097\n", - "print utm zone: 38\n", - "print r: 2109.8944992255115\n", - "4098\n", - "print utm zone: 39\n", - "print r: 563.9036515208867\n", - "4099\n", - "print utm zone: 37\n", - "print r: 3287.8808069027996\n", - "4100\n", - "print utm zone: 41\n", - "print r: 8970.32673928094\n", - "4101\n", - "print utm zone: 35\n", - "print r: 1690.7597324111493\n", - "4102\n", - "print utm zone: 36\n", - "print r: 1381.0796376972492\n", - "4103\n", - "print utm zone: 36\n", - "print r: 1952.8160446597944\n", - "4104\n", - "print utm zone: 36\n", - "print r: 1953.1966188991664\n", - "4105\n", - "print utm zone: 37\n", - "print r: 1491.9991278840482\n", - "4106\n", - "print utm zone: 37\n", - "print r: 1691.3194147452912\n", - "4107\n", - "print utm zone: 35\n", - "print r: 976.1838212180353\n", - "4108\n", - "print utm zone: 36\n", - "print r: 1869.7327969253358\n", - "4109\n", - "print utm zone: 37\n", - "print r: 1380.510770579358\n", - "4110\n", - "print utm zone: 42\n", - "print r: 797.0163614659256\n", - "4111\n", - "print utm zone: 39\n", - "print r: 3986.6319358925466\n", - "4112\n", - "print utm zone: 36\n", - "print r: 1381.0480505877679\n", - "4113\n", - "print utm zone: 42\n", - "print r: 1380.5457468736536\n", - "4114\n", - "print utm zone: 36\n", - "print r: 976.7365058930654\n", - "4115\n", - "print utm zone: 37\n", - "print r: 976.1776901663593\n", - "4116\n", - "print utm zone: 42\n", - "print r: 1127.3169096997624\n", - "4117\n", - "print utm zone: 35\n", - "print r: 976.1246779181532\n", - "4118\n", - "print utm zone: 37\n", - "print r: 1127.9885486152016\n", - "4119\n", - "print utm zone: 36\n", - "print r: 5777.959163019394\n", - "4120\n", - "print utm zone: 35\n", - "print r: 2031.9220627145683\n", - "4121\n", - "print utm zone: 37\n", - "print r: 1260.9843272195603\n", - "4122\n", - "print utm zone: 39\n", - "print r: 1491.652101688735\n", - "4123\n", - "print utm zone: 42\n", - "print r: 1869.2504640963698\n", - "4124\n", - "print utm zone: 36\n", - "print r: 1491.7304626855112\n", - "4125\n", - "print utm zone: 35\n", - "print r: 2108.6344895045554\n", - "4126\n", - "print utm zone: 35\n", - "print r: 1782.8493848855799\n", - "4127\n", - "print utm zone: 39\n", - "print r: 1691.402419572567\n", - "4128\n", - "print utm zone: 42\n", - "print r: 1595.050195934265\n", - "4129\n", - "print utm zone: 35\n", - "print r: 1260.1496648998584\n", - "4130\n", - "print utm zone: 36\n", - "print r: 1690.6598796493763\n", - "4131\n", - "print utm zone: 38\n", - "print r: 976.2406045639925\n", - "4132\n", - "print utm zone: 39\n", - "print r: 1380.9935103042897\n", - "4133\n", - "print utm zone: 41\n", - "print r: 2255.7145456738076\n", - "4134\n", - "print utm zone: 36\n", - "print r: 1691.6171153898676\n", - "4135\n", - "print utm zone: 36\n", - "print r: 8607.330819202565\n", - "4136\n", - "print utm zone: 38\n", - "print r: 1491.1325226213976\n", - "4137\n", - "print utm zone: 38\n", - "print r: 1380.4890475454874\n", - "4138\n", - "print utm zone: 35\n", - "print r: 1594.8246153431892\n", - "4139\n", - "print utm zone: 36\n", - "print r: 1691.1998917915341\n", - "4140\n", - "print utm zone: 36\n", - "print r: 1127.8204633559465\n", - "4141\n", - "print utm zone: 38\n", - "print r: 1261.1137295168426\n", - "4142\n", - "print utm zone: 42\n", - "print r: 1595.1997708806084\n", - "4143\n", - "print utm zone: 35\n", - "print r: 3865.5751905402503\n", - "4144\n", - "print utm zone: 36\n", - "print r: 1127.4371459106642\n", - "4145\n", - "print utm zone: 36\n", - "print r: 1381.0105001970694\n", - "4146\n", - "print utm zone: 35\n", - "print r: 1782.0806600328558\n", - "4147\n", - "print utm zone: 35\n", - "print r: 4714.998347766709\n", - "4148\n", - "print utm zone: 36\n", - "print r: 3035.5959650572863\n", - "4149\n", - "print utm zone: 37\n", - "print r: 5008.975262141558\n", - "4150\n", - "print utm zone: 39\n", - "print r: 1127.5409817006669\n", - "4151\n", - "print utm zone: 42\n", - "print r: 1690.6783251637746\n", - "4152\n", - "print utm zone: 36\n", - "print r: 1380.894754004963\n", - "4153\n", - "print utm zone: 39\n", - "print r: 2109.5819218073407\n", - "4154\n", - "print utm zone: 38\n", - "print r: 2110.3391069681034\n", - "4155\n", - "print utm zone: 39\n", - "print r: 976.5003863797907\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "4156\n", - "print utm zone: 42\n", - "print r: 3476.2986227924503\n", - "4157\n", - "print utm zone: 37\n", - "print r: 1491.2927872777166\n", - "4158\n", - "print utm zone: 37\n", - "print r: 976.0680246110186\n", - "4159\n", - "print utm zone: 38\n", - "print r: 1260.436605941557\n", - "4160\n", - "print utm zone: 38\n", - "print r: 1127.3706364198838\n", - "4161\n", - "print utm zone: 42\n", - "print r: 1260.1335715485513\n", - "4162\n", - "print utm zone: 35\n", - "print r: 1491.0249156337145\n", - "4163\n", - "print utm zone: 35\n", - "print r: 1952.5440118076554\n", - "4164\n", - "print utm zone: 36\n", - "print r: 1594.3831954639097\n", - "4165\n", - "print utm zone: 35\n", - "print r: 1594.1416577778893\n", - "4166\n", - "print utm zone: 36\n", - "print r: 1491.846326706719\n", - "4167\n", - "print utm zone: 39\n", - "print r: 1260.6666017147072\n", - "4168\n", - "print utm zone: 42\n", - "print r: 2520.3082480958487\n", - "4169\n", - "print utm zone: 42\n", - "print r: 1380.4600159864756\n", - "4170\n", - "print utm zone: 42\n", - "print r: 3086.6134292360534\n", - "4171\n", - "print utm zone: 35\n", - "print r: 1380.4695523347352\n", - "4172\n", - "print utm zone: 35\n", - "print r: 1127.1643509177275\n", - "4173\n", - "print utm zone: 35\n", - "print r: 1260.3016124814164\n", - "4174\n", - "print utm zone: 38\n", - "print r: 2875.440901168532\n", - 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"4231\n", - "print utm zone: 36\n", - "print r: 1260.1325240803537\n", - "4232\n", - "print utm zone: 37\n", - "print r: 797.251259669599\n", - "4233\n", - "print utm zone: 42\n", - "print r: 2254.0467616978476\n", - "4234\n", - "print utm zone: 35\n", - "print r: 1127.3427484760712\n", - "4235\n", - "print utm zone: 36\n", - "print r: 1260.7554302744472\n", - "4236\n", - "print utm zone: 37\n", - "print r: 1380.8263384437894\n", - "4237\n", - "print utm zone: 37\n", - "print r: 976.1514078428794\n", - "4238\n", - "print utm zone: 37\n", - "print r: 1593.9621420122694\n", - "4239\n", - "print utm zone: 39\n", - "print r: 4065.471977998895\n", - "4240\n", - "print utm zone: 42\n", - "print r: 1381.1129850517118\n", - "4241\n", - "print utm zone: 36\n", - "print r: 3945.0412401604\n", - "4242\n", - "print utm zone: 42\n", - "print r: 2182.6690707823027\n", - "4243\n", - "print utm zone: 37\n", - "print r: 1381.0960267729804\n", - "4244\n", - "print utm zone: 35\n", - "print r: 2643.2851099537816\n", - "4245\n", - "print utm zone: 42\n", - "print r: 1782.0179785988541\n", - "4246\n", - "print utm zone: 35\n", - "print r: 1952.1258876221648\n", - "4247\n", - "print utm zone: 38\n", - "print r: 1260.2587753554344\n", - "4248\n", - "print utm zone: 35\n", - "print r: 1490.89752299981\n", - "4249\n", - "print utm zone: 35\n", - "print r: 1691.771165589501\n", - "4250\n", - "print utm zone: 40\n", - "print r: 1690.627907956426\n", - "4251\n", - "print utm zone: 41\n", - "print r: 1260.8282938384261\n", - "4252\n", - "print utm zone: 42\n", - "print r: 1380.3956088185478\n", - "4253\n", - "print utm zone: 37\n", - "print r: 6572.102121169926\n", - "4254\n", - "print utm zone: 36\n", - "print r: 1594.38079384925\n", - "4255\n", - "print utm zone: 37\n", - "print r: 797.1088562862861\n", - "4256\n", - "print utm zone: 38\n", - "print r: 1594.3958436442886\n", - "4257\n", - "print utm zone: 42\n", - "print r: 1260.1423386323722\n", - "4258\n", - "print utm zone: 36\n", - "print r: 2108.7422924251186\n", - "4259\n", - "print utm zone: 36\n", - "print r: 1490.9562935434328\n", - "4260\n", - "print utm zone: 37\n", - "print r: 1127.853114787297\n", - "4261\n", - "print utm zone: 42\n", - "print r: 976.0512573716334\n", - "4262\n", - "print utm zone: 37\n", - "print r: 1127.8605604916665\n", - "4263\n", - "print utm zone: 37\n", - "print r: 976.1551935278519\n", - "4264\n", - "print utm zone: 42\n", - "print r: 2928.206403697322\n", - "4265\n", - "print utm zone: 37\n", - "print r: 2456.508204311529\n", - "4266\n", - "print utm zone: 36\n", - "print r: 1782.1948195569491\n", - "4267\n", - "print utm zone: 36\n", - "print r: 1690.6209739141766\n", - "4268\n", - "print utm zone: 37\n", - "print r: 797.1742600851733\n", - "4269\n", - "print utm zone: 42\n", - "print r: 2874.2375226537793\n", - "4270\n", - "print utm zone: 42\n", - "print r: 1260.0949523865092\n", - "4271\n", - "print utm zone: 35\n", - "print r: 12626.084107603583\n", - "4272\n", - "print utm zone: 35\n", - "print r: 1869.2277460257214\n", - 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] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "4315\n", - "print utm zone: 35\n", - "print r: 797.0225232262802\n", - "4316\n", - "print utm zone: 36\n", - "print r: 1260.2319465834616\n", - "4317\n", - "print utm zone: 37\n", - "print r: 2109.241417680837\n", - "4318\n", - "print utm zone: 41\n", - "print r: 1380.693653768102\n", - "4319\n", - "print utm zone: 42\n", - "print r: 1260.1968845541737\n", - "4320\n", - "print utm zone: 37\n", - "print r: 1593.8646190081272\n", - "4321\n", - "print utm zone: 38\n", - "print r: 797.1762601293763\n", - "4322\n", - "print utm zone: 41\n", - "print r: 2254.593749489539\n", - "4323\n", - "print utm zone: 37\n", - "print r: 976.7178718225133\n", - "4324\n", - "print utm zone: 38\n", - "print r: 1127.5544730613665\n", - "4325\n", - "print utm zone: 35\n", - "print r: 1381.2263144530873\n", - "4326\n", - "print utm zone: 42\n", - "print r: 3381.5189989786545\n", - "4327\n", - "print utm zone: 35\n", - "print r: 2456.4182694190977\n", - 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"4634\n", - "print utm zone: 42\n", - "print r: 1127.1091480565276\n", - "4635\n", - "print utm zone: 37\n", - "print r: 976.0527107715724\n", - "4636\n", - "print utm zone: 42\n", - "print r: 1491.3424839601373\n", - "4637\n", - "print utm zone: 37\n", - "print r: 1381.304329558961\n", - "4638\n", - "print utm zone: 42\n", - "print r: 1593.8149094898727\n", - "4639\n", - "print utm zone: 38\n", - "print r: 2819.4767371850244\n", - "4640\n", - "print utm zone: 40\n", - "print r: 2457.7280366155223\n", - "4641\n", - "print utm zone: 42\n", - "print r: 2108.9093756425104\n", - "4642\n", - "print utm zone: 35\n", - "print r: 1868.9760496461704\n", - "4643\n", - "print utm zone: 35\n", - "print r: 2456.2184665894342\n", - "4644\n", - "print utm zone: 42\n", - "print r: 1951.855725021093\n", - "4645\n", - "print utm zone: 42\n", - "print r: 2108.3808000096383\n", - "4646\n", - "print utm zone: 42\n", - "print r: 14897.813752384292\n", - "4647\n", - "print utm zone: 42\n", - "print r: 1126.9258883448185\n", - 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"5038\n", - "print utm zone: 42\n", - "print r: 563.4345349482636\n", - "5039\n", - "print utm zone: 41\n", - "print r: 563.5680993309926\n", - "5040\n", - "print utm zone: 41\n", - "print r: 1593.6259185393417\n", - "5041\n", - "print utm zone: 41\n", - "print r: 1127.1367856593067\n", - "5042\n", - "print utm zone: 41\n", - "print r: 3034.1920256352846\n", - "5043\n", - "print utm zone: 41\n", - "print r: 1380.2296455986552\n", - "5044\n", - "print utm zone: 41\n", - "print r: 1952.5282846016223\n", - "5045\n", - "print utm zone: 41\n", - "print r: 797.1209262938978\n", - "5046\n", - "print utm zone: 41\n", - "print r: 2032.2045579536414\n", - "5047\n", - "print utm zone: 41\n", - "print r: 2031.4213138483406\n", - "5048\n", - "print utm zone: 42\n", - "print r: 1379.946437696877\n", - "5049\n", - "print utm zone: 41\n", - "print r: 2253.79102814073\n", - "5050\n", - "print utm zone: 42\n", - "print r: 1259.6868093987725\n", - "5051\n", - "print utm zone: 42\n", - "print r: 796.7072074198927\n", - 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"5094\n", - "print utm zone: 42\n", - "print r: 1594.056161747835\n", - "5095\n", - "print utm zone: 41\n", - "print r: 563.4260113382863\n", - "5096\n", - "print utm zone: 42\n", - "print r: 796.682523231438\n", - "5097\n", - "print utm zone: 41\n", - "print r: 563.4041908765985\n", - "5098\n", - "print utm zone: 42\n", - "print r: 1127.3903502913645\n", - "5099\n", - "print utm zone: 42\n", - "print r: 1490.445290658367\n", - "5100\n", - "print utm zone: 42\n", - "print r: 976.1745790452447\n", - "5101\n", - "print utm zone: 42\n", - "print r: 1380.2929821233256\n", - "5102\n", - "print utm zone: 42\n", - "print r: 1259.7734372899918\n", - "5103\n", - "print utm zone: 42\n", - "print r: 1259.7537158298007\n", - "5104\n", - "print utm zone: 42\n", - "print r: 563.3977763190627\n", - "5105\n", - "print utm zone: 42\n", - "print r: 563.4714812321623\n", - "5106\n", - "print utm zone: 42\n", - "print r: 797.2936079050755\n", - "5107\n", - "print utm zone: 41\n", - "print r: 796.9790738964365\n", - 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"5219\n", - "print utm zone: 41\n", - "print r: 976.020628960667\n", - "5220\n", - "print utm zone: 41\n", - "print r: 1126.9651500275345\n", - "5221\n", - "print utm zone: 42\n", - "print r: 1259.7961292821835\n", - "5222\n", - "print utm zone: 42\n", - "print r: 4253.082877851974\n", - "5223\n", - "print utm zone: 42\n", - "print r: 2701.8993447274206\n", - "5224\n", - "print utm zone: 42\n", - "print r: 2760.634654991434\n", - "5225\n", - "print utm zone: 41\n", - "print r: 796.8539543924636\n", - "5226\n", - "print utm zone: 41\n", - "print r: 1690.3413590668613\n", - "5227\n", - "print utm zone: 42\n", - "print r: 563.3458385047584\n", - "5228\n", - "print utm zone: 42\n", - "print r: 797.0659125280547\n", - "5229\n", - "print utm zone: 42\n", - "print r: 1690.4755531934009\n", - "5230\n", - "print utm zone: 41\n", - "print r: 796.6142810189465\n", - "5231\n", - "print utm zone: 42\n", - "print r: 563.5098641349482\n", - "5232\n", - "print utm zone: 41\n", - "print r: 796.6193415399559\n", - "5233\n", - "print utm zone: 41\n", - "print r: 563.7932493544372\n", - "5234\n", - "print utm zone: 42\n", - "print r: 563.7964435160742\n", - "5235\n", - "print utm zone: 42\n", - "print r: 563.6530928630133\n", - "5236\n", - "print utm zone: 42\n", - "print r: 2107.749993161331\n", - "5237\n", - "print utm zone: 42\n", - "print r: 3285.6038040091353\n", - "5238\n", - "print utm zone: 42\n", - "print r: 1593.3073368007142\n", - "5239\n", - "print utm zone: 41\n", - "print r: 563.38938390588\n", - "5240\n", - "print utm zone: 42\n", - "print r: 563.3701542285253\n", - "5241\n", - "print utm zone: 42\n", - "print r: 563.367053301019\n", - "5242\n", - "print utm zone: 42\n", - "print r: 797.1505472183134\n", - "5243\n", - "print utm zone: 42\n", - "print r: 975.9491363971835\n", - "5244\n", - "print utm zone: 42\n", - "print r: 796.6488870630806\n", - "5245\n", - "print utm zone: 42\n", - "print r: 1593.6102967621887\n", - "5246\n", - "print utm zone: 42\n", - "print r: 1380.329200554405\n", - "5247\n", - "print utm zone: 42\n", - "print r: 2181.9341380308215\n", - "5248\n", - "print utm zone: 41\n", - "print r: 563.5751105267385\n", - "5249\n", - "print utm zone: 41\n", - "print r: 1491.1030910968989\n", - "5250\n", - "print utm zone: 42\n", - "print r: 975.7496033053301\n", - "5251\n", - "print utm zone: 42\n", - "print r: 1126.688391174036\n", - "5252\n", - "print utm zone: 42\n", - "print r: 2107.8995291520173\n", - "5253\n", - "print utm zone: 42\n", - "print r: 1593.3679529153487\n", - "5254\n", - "print utm zone: 42\n", - "print r: 1490.5025678501474\n", - "5255\n", - "print utm zone: 41\n", - "print r: 796.6150522291631\n", - "5256\n", - "print utm zone: 42\n", - "print r: 563.4305377082376\n", - "5257\n", - "print utm zone: 42\n", - "print r: 563.3192198648321\n", - "5258\n", - "print utm zone: 42\n", - "print r: 1259.7139427975144\n", - "5259\n", - "print utm zone: 41\n", - "print r: 975.6355164497248\n", - "5260\n", - "print utm zone: 42\n", - "print r: 1126.6241182651747\n", - "5261\n", - "print utm zone: 42\n", - "print r: 1379.9784026341717\n", - "5262\n", - "print utm zone: 42\n", - "print r: 563.4462728640835\n", - "5263\n", - "print utm zone: 42\n", - "print r: 563.5759869939892\n", - "5264\n", - "print utm zone: 42\n", - "print r: 563.3090230217181\n", - "5265\n", - "print utm zone: 42\n", - "print r: 1259.6275091817188\n", - "5266\n", - "print utm zone: 42\n", - "print r: 12211.762146323794\n", - "5267\n", - "print utm zone: 42\n", - "print r: 1868.1801204439753\n", - "5268\n", - "print utm zone: 42\n", - "print r: 796.8473943970429\n", - "5269\n", - "print utm zone: 42\n", - "print r: 563.305112668066\n", - "5270\n", - "print utm zone: 42\n", - "print r: 797.0414563204873\n", - "5271\n", - "print utm zone: 42\n", - "print r: 797.2870663269364\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5272\n", - "print utm zone: 42\n", - "print r: 563.3561936955075\n", - "5273\n", - "print utm zone: 42\n", - "print r: 563.6044659036507\n", - 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"6040\n", - "print utm zone: 45\n", - "print r: 1495.8037242678738\n", - "6041\n", - "print utm zone: 45\n", - "print r: 2591.0895456623653\n", - "6042\n", - "print utm zone: 45\n", - "print r: 1599.2319701276106\n", - "6043\n", - "print utm zone: 45\n", - "print r: 1788.036262802791\n", - "6044\n", - "print utm zone: 44\n", - "print r: 1264.2121340082363\n", - "6045\n", - "print utm zone: 45\n", - "print r: 1264.197255407527\n", - "6046\n", - "print utm zone: 45\n", - "print r: 1696.1117750013545\n", - "6047\n", - "print utm zone: 45\n", - "print r: 3664.061861121693\n", - "6048\n", - "print utm zone: 43\n", - "print r: 1494.8637128975304\n", - "6049\n", - "print utm zone: 43\n", - "print r: 1383.9296631944421\n", - "6050\n", - "print utm zone: 43\n", - "print r: 1495.0383934227368\n", - "6051\n", - "print utm zone: 43\n", - "print r: 2037.6842189709082\n", - "6052\n", - "print utm zone: 43\n", - "print r: 1263.5139762207607\n", - "6053\n", - "print utm zone: 43\n", - "print r: 1495.1142165104734\n", - 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"text": [ - "6707\n", - "print utm zone: 38\n", - "print r: 2524.8346681345256\n", - "6708\n", - "print utm zone: 38\n", - "print r: 1381.3713634813391\n", - "6709\n", - "print utm zone: 36\n", - "print r: 2186.4295454489757\n", - "6710\n", - "print utm zone: 38\n", - "print r: 1783.0604610086857\n", - "6711\n", - "print utm zone: 37\n", - "print r: 1382.8009393148743\n", - "6712\n", - "print utm zone: 38\n", - "print r: 1381.2546981994967\n", - "6713\n", - "print utm zone: 37\n", - "print r: 2258.117211580617\n", - "6714\n", - "print utm zone: 38\n", - "print r: 1491.8940472892632\n", - "6715\n", - "print utm zone: 37\n", - "print r: 1493.7892178247268\n", - "6716\n", - "print utm zone: 37\n", - "print r: 2822.7315606476404\n", - "6717\n", - "print utm zone: 38\n", - "print r: 1381.5301845768206\n", - "6718\n", - "print utm zone: 37\n", - "print r: 1597.4710515283314\n", - "6719\n", - "print utm zone: 38\n", - "print r: 1260.9847606777696\n", - "6720\n", - "print utm zone: 37\n", - "print r: 1693.6760906232194\n", - 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"6972\n", - "print utm zone: 38\n", - "print r: 1128.0750771499042\n", - "6973\n", - "print utm zone: 38\n", - "print r: 1783.8062777506889\n", - "6974\n", - "print utm zone: 38\n", - "print r: 3786.1401857317755\n", - "6975\n", - "print utm zone: 38\n", - "print r: 1692.0224366352827\n", - "6976\n", - "print utm zone: 37\n", - "print r: 1693.1141421907423\n", - "6977\n", - "print utm zone: 37\n", - "print r: 3700.4159589821047\n", - "6978\n", - "print utm zone: 37\n", - "print r: 3142.056648926453\n", - "6979\n", - "print utm zone: 37\n", - "print r: 1954.8655570045757\n", - "6980\n", - "print utm zone: 37\n", - "print r: 1493.3983500539264\n", - "6981\n", - "print utm zone: 38\n", - "print r: 1955.5087985498133\n", - "6982\n", - "print utm zone: 37\n", - "print r: 1871.5050152058434\n", - "6983\n", - "print utm zone: 37\n", - "print r: 1871.8156745128883\n", - "6984\n", - "print utm zone: 37\n", - "print r: 1382.9347532774561\n", - "6985\n", - "print utm zone: 37\n", - "print r: 1954.9057160821737\n", - "6986\n", - "print utm zone: 37\n", - "print r: 2035.556740663697\n", - "6987\n", - "print utm zone: 37\n", - "print r: 3142.83298882297\n", - "6988\n", - "print utm zone: 37\n", - "print r: 3242.5710482365057\n", - "6989\n", - "print utm zone: 37\n", - "print r: 2035.0421692408459\n", - "6990\n", - "print utm zone: 37\n", - "print r: 8161.262559856924\n", - "6991\n", - "print utm zone: 38\n", - "print r: 2186.3621223365753\n", - "6992\n", - "print utm zone: 37\n", - "print r: 2185.850773735254\n", - "6993\n", - "print utm zone: 36\n", - "print r: 1872.4667145216013\n", - "6994\n", - "print utm zone: 37\n", - "print r: 1871.8155384780723\n", - "6995\n", - "print utm zone: 37\n", - "print r: 2185.550956526701\n", - "6996\n", - "print utm zone: 37\n", - "print r: 2110.696262695345\n", - "6997\n", - "print utm zone: 37\n", - "print r: 2325.42667378474\n", - "6998\n", - "print utm zone: 37\n", - "print r: 1783.6381497841915\n", - "6999\n", - "print utm zone: 37\n", - "print r: 2645.934546640307\n", - "7000\n", - "print utm zone: 37\n", - "print r: 1595.2771959433148\n", - "7001\n", - "print utm zone: 37\n", - "print r: 2325.386422846426\n", - "7002\n", - "print utm zone: 40\n", - "print r: 1597.6876809882117\n", - "7003\n", - "print utm zone: 37\n", - "print r: 2325.775913538655\n", - "7004\n", - "print utm zone: 40\n", - "print r: 1597.6981082853702\n", - "7005\n", - "print utm zone: 37\n", - "print r: 3037.736913128693\n", - "7006\n", - "print utm zone: 39\n", - "print r: 1956.8516123381385\n", - "7007\n", - "print utm zone: 37\n", - "print r: 1595.6190255263132\n", - "7008\n", - "print utm zone: 40\n", - "print r: 4859.202633143164\n", - "7009\n", - "print utm zone: 37\n", - "print r: 2255.9642732282214\n", - "7010\n", - "print utm zone: 41\n", - "print r: 1786.3735212654583\n", - "7011\n", - "print utm zone: 37\n", - "print r: 2392.8187799126713\n", - "7012\n", - "print utm zone: 41\n", - "print r: 1695.0914533209852\n", - "7013\n", - "print utm zone: 40\n", - "print r: 1263.0553290497323\n", - "7014\n", - "print utm zone: 37\n", - "print r: 1492.4310726799742\n", - "7015\n", - "print utm zone: 39\n", - "print r: 1597.7028484718996\n", - "7016\n", - "print utm zone: 37\n", - "print r: 2584.7462093100276\n", - "7017\n", - "print utm zone: 40\n", - "print r: 1494.931321936746\n", - "7018\n", - "print utm zone: 37\n", - "print r: 1954.0891687757198\n", - "7019\n", - "print utm zone: 39\n", - "print r: 1494.7671837602252\n", - "7020\n", - "print utm zone: 37\n", - "print r: 2256.0778924612146\n", - "7021\n", - "print utm zone: 41\n", - "print r: 1695.142389660308\n", - "7022\n", - "print utm zone: 37\n", - "print r: 2110.0987370891444\n", - "7023\n", - "print utm zone: 40\n", - "print r: 2588.6331807694946\n", - "7024\n", - "print utm zone: 37\n", - "print r: 1492.6062488142481\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7025\n", - "print utm zone: 40\n", - "print r: 1873.4536200768694\n", - "7026\n", - "print utm zone: 37\n", - "print r: 1492.6392372619498\n", - "7027\n", - "print utm zone: 40\n", - "print r: 1383.68631040232\n", - "7028\n", - "print utm zone: 41\n", - "print r: 3747.890308108789\n", - "7029\n", - "print utm zone: 37\n", - "print r: 3948.0420433522\n", - "7030\n", - "print utm zone: 40\n", - "print r: 3831.209012430952\n", - "7031\n", - "print utm zone: 37\n", - "print r: 2763.4784235408993\n", - "7032\n", - "print utm zone: 39\n", - "print r: 2396.4252439119305\n", - "7033\n", - "print utm zone: 40\n", - "print r: 2824.8834778495197\n", - "7034\n", - "print utm zone: 40\n", - "print r: 1263.0339098444765\n", - "7035\n", - "print utm zone: 41\n", - "print r: 1597.9040244217824\n", - "7036\n", - "print utm zone: 37\n", - "print r: 2705.363842097932\n", - "7037\n", - "print utm zone: 39\n", - "print r: 2649.4419868142104\n", - "7038\n", - "print utm zone: 37\n", - "print r: 2458.4645959631093\n", - "7039\n", - "print utm zone: 39\n", - "print r: 1263.08404419604\n", - "7040\n", - "print utm zone: 40\n", - "print r: 1873.936815115051\n", - 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"7055\n", - "print utm zone: 37\n", - "print r: 1492.221914814289\n", - "7056\n", - "print utm zone: 41\n", - "print r: 1695.5854194175724\n", - "7057\n", - "print utm zone: 40\n", - "print r: 2463.6049011773152\n", - "7058\n", - "print utm zone: 43\n", - "print r: 1695.8803649384263\n", - "7059\n", - "print utm zone: 37\n", - "print r: 2325.738836996339\n", - "7060\n", - "print utm zone: 43\n", - "print r: 2115.1537133733204\n", - "7061\n", - "print utm zone: 41\n", - "print r: 2463.414399151943\n", - "7062\n", - "print utm zone: 37\n", - "print r: 2764.0441724801485\n", - "7063\n", - "print utm zone: 41\n", - "print r: 1598.3894487181146\n", - "7064\n", - "print utm zone: 37\n", - "print r: 2646.1448818654453\n", - "7065\n", - "print utm zone: 42\n", - "print r: 1874.5577641639898\n", - "7066\n", - "print utm zone: 42\n", - "print r: 1384.3863990958755\n", - "7067\n", - "print utm zone: 37\n", - "print r: 1783.6033285553742\n", - "7068\n", - "print utm zone: 44\n", - "print r: 1264.2007364372555\n", - 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"7167\n", - "print utm zone: 37\n", - "print r: 2184.331465389506\n", - "7168\n", - "print utm zone: 40\n", - "print r: 1494.6213448674664\n", - "7169\n", - "print utm zone: 37\n", - "print r: 1953.6982804995544\n", - "7170\n", - "print utm zone: 40\n", - "print r: 2935.7895389321293\n", - "7171\n", - "print utm zone: 37\n", - "print r: 1595.1745796454402\n", - "7172\n", - "print utm zone: 40\n", - "print r: 2880.0379114005273\n", - "7173\n", - "print utm zone: 37\n", - "print r: 2184.8309459178618\n", - "7174\n", - "print utm zone: 40\n", - "print r: 1694.4540787176863\n", - "7175\n", - "print utm zone: 37\n", - "print r: 2819.88825742567\n", - "7176\n", - "print utm zone: 40\n", - "print r: 1494.5469793051284\n", - "7177\n", - "print utm zone: 39\n", - "print r: 1956.7471548853302\n", - "7178\n", - "print utm zone: 39\n", - "print r: 3746.960014823646\n", - "7179\n", - "print utm zone: 37\n", - "print r: 2110.1717017374294\n", - "7180\n", - "print utm zone: 40\n", - "print r: 3390.0640451309996\n", - "7181\n", - "print utm zone: 39\n", - "print r: 1956.7980111296008\n", - "7182\n", - "print utm zone: 37\n", - "print r: 2325.337428638526\n", - "7183\n", - "print utm zone: 40\n", - "print r: 1597.580261096408\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7184\n", - "print utm zone: 39\n", - "print r: 3144.9991715226797\n", - "7185\n", - "print utm zone: 37\n", - "print r: 1595.2379803911306\n", - "7186\n", - "print utm zone: 39\n", - "print r: 3389.0973157989692\n", - "7187\n", - "print utm zone: 37\n", - "print r: 2458.250748716163\n", - "7188\n", - "print utm zone: 40\n", - "print r: 2880.0516693724617\n", - "7189\n", - "print utm zone: 37\n", - "print r: 1954.06472475234\n", - "7190\n", - "print utm zone: 40\n", - "print r: 2259.7174171691786\n", - "7191\n", - "print utm zone: 37\n", - "print r: 1870.4455982128309\n", - "7192\n", - "print utm zone: 40\n", - "print r: 2259.2383279104024\n", - "7193\n", - "print utm zone: 37\n", - "print r: 1492.2565895474816\n", - 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"text": [ - "7820\n", - "print utm zone: 49\n", - "print r: 2707.9406763218913\n", - "7821\n", - "print utm zone: 49\n", - "print r: 2035.8605384082218\n", - "7822\n", - "print utm zone: 49\n", - "print r: 5785.61425788105\n", - "7823\n", - "print utm zone: 49\n", - "print r: 1493.737804651893\n", - "7824\n", - "print utm zone: 49\n", - "print r: 2112.7136909662418\n", - "7825\n", - "print utm zone: 50\n", - "print r: 2257.6819254800657\n", - "7826\n", - "print utm zone: 49\n", - "print r: 1955.8288108628567\n", - "7827\n", - "print utm zone: 50\n", - "print r: 1382.6061961833852\n", - "7828\n", - "print utm zone: 50\n", - "print r: 1872.178213689754\n", - "7829\n", - "print utm zone: 50\n", - "print r: 1382.5487876529492\n", - "7830\n", - "print utm zone: 50\n", - "print r: 1693.500430546692\n", - "7831\n", - "print utm zone: 38\n", - "print r: 1871.9650379768698\n", - "7832\n", - "print utm zone: 37\n", - "print r: 1692.7808314669196\n", - "7833\n", - "print utm zone: 50\n", - "print r: 2394.522760344537\n", - 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"7932\n", - "print utm zone: 52\n", - "print r: 1954.3375199352918\n", - "7933\n", - "print utm zone: 34\n", - "print r: 1872.4742125250511\n", - "7934\n", - "print utm zone: 53\n", - "print r: 1784.1573443580057\n", - "7935\n", - "print utm zone: 53\n", - "print r: 1870.2673611544094\n", - "7936\n", - "print utm zone: 53\n", - "print r: 2820.1699469388154\n", - "7937\n", - "print utm zone: 53\n", - "print r: 1783.4110989171872\n", - "7938\n", - "print utm zone: 53\n", - "print r: 2185.324099344655\n", - "7939\n", - "print utm zone: 53\n", - "print r: 1595.6208013059895\n", - "7940\n", - "print utm zone: 53\n", - "print r: 9305.899856483513\n", - "7941\n", - "print utm zone: 53\n", - "print r: 1595.174525508863\n", - "7942\n", - "print utm zone: 52\n", - "print r: 1492.788424890946\n", - "7943\n", - "print utm zone: 52\n", - "print r: 1492.4035494057541\n", - "7944\n", - "print utm zone: 53\n", - "print r: 1381.6706630049969\n", - "7945\n", - "print utm zone: 53\n", - "print r: 2111.022078505253\n", - "7946\n", - "print utm zone: 53\n", - "print r: 2185.3468659044524\n", - "7947\n", - "print utm zone: 53\n", - "print r: 3037.2298860089186\n", - "7948\n", - "print utm zone: 53\n", - "print r: 2585.328011377033\n", - "7949\n", - "print utm zone: 53\n", - "print r: 1595.239550427816\n", - "7950\n", - "print utm zone: 53\n", - "print r: 1381.4422582595835\n", - "7951\n", - "print utm zone: 53\n", - "print r: 1381.4864010429508\n", - "7952\n", - "print utm zone: 53\n", - "print r: 4582.136248130331\n", - "7953\n", - "print utm zone: 36\n", - "print r: 1382.8497248371184\n", - "7954\n", - "print utm zone: 48\n", - "print r: 1596.65047561099\n", - "7955\n", - "print utm zone: 48\n", - "print r: 2035.602484780656\n", - "7956\n", - "print utm zone: 48\n", - "print r: 3480.629066378825\n", - "7957\n", - "print utm zone: 49\n", - "print r: 1493.8811446831774\n", - "7958\n", - "print utm zone: 49\n", - "print r: 1382.7076475097954\n", - "7959\n", - "print utm zone: 48\n", - "print r: 4372.7996756126195\n", - "7960\n", - "print utm zone: 48\n", - "print r: 2524.3982699684175\n", - "7961\n", - "print utm zone: 48\n", - "print r: 1693.7017903761318\n", - "7962\n", - "print utm zone: 48\n", - "print r: 1694.3725839066349\n", - "7963\n", - "print utm zone: 48\n", - "print r: 1956.5052867268062\n", - "7964\n", - "print utm zone: 48\n", - "print r: 1597.1262617096975\n", - "7965\n", - "print utm zone: 49\n", - "print r: 1383.3910775982774\n", - "7966\n", - "print utm zone: 48\n", - "print r: 2112.951276757521\n", - "7967\n", - "print utm zone: 49\n", - "print r: 1493.7478775209468\n", - "7968\n", - "print utm zone: 48\n", - "print r: 1383.1935023004837\n", - "7969\n", - "print utm zone: 48\n", - "print r: 3144.625153975238\n", - "7970\n", - "print utm zone: 48\n", - "print r: 1872.630505289681\n", - "7971\n", - "print utm zone: 49\n", - "print r: 1597.231471063481\n", - "7972\n", - "print utm zone: 48\n", - "print r: 1262.5294482381687\n", - "7973\n", - "print utm zone: 48\n", - "print r: 1596.649744614071\n", - "7974\n", - "print utm zone: 48\n", - "print r: 8044.878728655545\n", - "7975\n", - "print utm zone: 48\n", - "print r: 1493.722976745019\n", - "7976\n", - "print utm zone: 48\n", - "print r: 1596.922568552628\n", - "7977\n", - "print utm zone: 49\n", - "print r: 1262.1630013735219\n", - "7978\n", - "print utm zone: 48\n", - "print r: 8257.297161176262\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7979\n", - "print utm zone: 48\n", - "print r: 1872.1494362606131\n", - "7980\n", - "print utm zone: 48\n", - "print r: 1596.5834398985012\n", - "7981\n", - "print utm zone: 48\n", - "print r: 6079.780457575745\n", - "7982\n", - "print utm zone: 48\n", - "print r: 1955.5822639918877\n", - "7983\n", - "print utm zone: 48\n", - "print r: 1596.6979165960565\n", - "7984\n", - "print utm zone: 49\n", - "print r: 1596.5617383852768\n", - "7985\n", - "print utm zone: 48\n", - "print r: 3744.2085800474297\n", - "7986\n", - "print utm zone: 53\n", - "print r: 1695.2334354568484\n", - "7987\n", - "print utm zone: 52\n", - "print r: 1495.0351205242118\n", - "7988\n", - "print utm zone: 52\n", - "print r: 1384.1304841151748\n", - "7989\n", - "print utm zone: 50\n", - "print r: 1873.7619366146323\n", - "7990\n", - "print utm zone: 49\n", - "print r: 1129.909323292384\n", - "7991\n", - "print utm zone: 52\n", - "print r: 1129.9701178261846\n", - "7992\n", - "print utm zone: 51\n", - "print r: 1787.0217007758624\n", - "7993\n", - "print utm zone: 48\n", - "print r: 1785.3345371333971\n", - "7994\n", - "print utm zone: 49\n", - "print r: 1956.27882277047\n", - "7995\n", - "print utm zone: 48\n", - "print r: 1694.4848459687087\n", - "7996\n", - "print utm zone: 50\n", - "print r: 978.1283807111066\n", - "7997\n", - "print utm zone: 52\n", - "print r: 1495.0562779744319\n", - "Wall time: 2d 9h 1min 38s\n" - ] - } - ], + "outputs": [], "source": [ "%%time\n", "for index, row in input_shapes_gpd.iterrows():\n", @@ -24902,7 +379,7 @@ " metrics_scalar[k] = [metrics[k]]\n", " metrics_df = pd.DataFrame(metrics_scalar)\n", "\n", - " # and concatinate it with the row's shape\n", + " # and concatenate it with the row's shape\n", " new_temp_gdf_proj = pd.concat(\n", " [temp_gdf_proj.reset_index(drop=True), metrics_df], axis=1\n", " )\n", @@ -24931,332 +408,16 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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43060115285.056396NoneNonePOLYGON ((28.66157 55.57325, 28.67583 55.57325...0.6986340.548100.7031350.4684960.3276860.3246880.4152260.6728390.6232780.587053
................................................
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7995188344.21231127_urban_clusters_ghs_pop_russiaC:/repos/GOST_Urban/Notebooks/Implementations/...POLYGON ((107.47868 56.19569, 107.49308 56.195...0.7859500.648300.7829080.5457740.5917560.6015590.5619620.6978120.6633850.486118
7996155386.85284427_urban_clusters_ghs_pop_russiaC:/repos/GOST_Urban/Notebooks/Implementations/...POLYGON ((116.09091 56.33675, 116.10535 56.336...0.8044770.685700.7933090.5747060.6051810.5867790.6219070.6771480.5950390.490075
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" - ], - "text/plain": [ - " ID Pop layer \\\n", - "0 2038 5213.978912 None \n", - "1 2355 8086.003265 None \n", - "2 2691 12046.157654 None \n", - "3 2753 11929.881653 None \n", - "4 3060 115285.056396 None \n", - "... ... ... ... \n", - "7993 32 6807.330750 27_urban_clusters_ghs_pop_russia \n", - "7994 28 20279.139618 27_urban_clusters_ghs_pop_russia \n", - "7995 18 8344.212311 27_urban_clusters_ghs_pop_russia \n", - "7996 15 5386.852844 27_urban_clusters_ghs_pop_russia \n", - "7997 55 5909.184235 26_urban_clusters_ghs_pop_russia \n", - "\n", - " path \\\n", - "0 None \n", - "1 None \n", - "2 None \n", - "3 None \n", - "4 None \n", - "... ... \n", - "7993 C:/repos/GOST_Urban/Notebooks/Implementations/... \n", - "7994 C:/repos/GOST_Urban/Notebooks/Implementations/... \n", - "7995 C:/repos/GOST_Urban/Notebooks/Implementations/... \n", - "7996 C:/repos/GOST_Urban/Notebooks/Implementations/... \n", - "7997 C:/repos/GOST_Urban/Notebooks/Implementations/... \n", - "\n", - " geometry ProximityIndex \\\n", - "0 POLYGON ((28.77793 55.91414, 28.82094 55.91414... 0.810037 \n", - "1 POLYGON ((27.94342 55.81376, 27.95774 55.81376... 0.729066 \n", - "2 POLYGON ((27.02823 55.65336, 27.08535 55.65336... 0.884751 \n", - "3 POLYGON ((27.60467 55.63333, 27.64749 55.63333... 0.951826 \n", - "4 POLYGON ((28.66157 55.57325, 28.67583 55.57325... 0.698634 \n", - "... ... ... \n", - "7993 POLYGON ((105.12725 54.81515, 105.18361 54.815... 0.807690 \n", - "7994 POLYGON ((109.32656 55.65336, 109.36940 55.653... 0.922379 \n", - "7995 POLYGON ((107.47868 56.19569, 107.49308 56.195... 0.785950 \n", - "7996 POLYGON ((116.09091 56.33675, 116.10535 56.336... 0.804477 \n", - "7997 POLYGON ((129.66321 61.92831, 129.67924 61.928... 0.757588 \n", - "\n", - " RoundnessIndex CohesionIndex SpinIndex PerimIndex DepthIndex \\\n", - "0 0.67250 0.806304 0.603130 0.639588 0.553369 \n", - "1 0.60920 0.723960 0.457315 0.611062 0.561151 \n", - "2 0.77265 0.880896 0.757344 0.634816 0.588428 \n", - "3 0.84640 0.944838 0.884533 0.712323 0.698080 \n", - "4 0.54810 0.703135 0.468496 0.327686 0.324688 \n", - "... ... ... ... ... ... \n", - "7993 0.65675 0.796686 0.594423 0.513515 0.488842 \n", - "7994 0.81360 0.916525 0.811018 0.568772 0.592381 \n", - "7995 0.64830 0.782908 0.545774 0.591756 0.601559 \n", - "7996 0.68570 0.793309 0.574706 0.605181 0.586779 \n", - "7997 0.62805 0.753692 0.502793 0.564066 0.572837 \n", - "\n", - " GirthIndex DispersionIndex DispersionIndexDispersionIndex RangeIndex \n", - "0 0.451982 0.679351 0.664965 0.616637 \n", - "1 0.513182 0.654913 0.638330 0.489989 \n", - "2 0.619353 0.769597 0.721842 0.719950 \n", - "3 0.697881 0.850222 0.738788 0.791814 \n", - "4 0.415226 0.672839 0.623278 0.587053 \n", - "... ... ... ... ... \n", - "7993 0.518141 0.688186 0.686368 0.542625 \n", - "7994 0.621923 0.797682 0.734598 0.619863 \n", - "7995 0.561962 0.697812 0.663385 0.486118 \n", - "7996 0.621907 0.677148 0.595039 0.490075 \n", - "7997 0.520219 0.674399 0.571755 0.461074 \n", - "\n", - "[7998 rows x 15 columns]" - ] - }, - "execution_count": 54, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "output_shapes_gpd_4326" ] }, { "cell_type": "code", - "execution_count": 55, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -25270,7 +431,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -25283,39 +444,17 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total time to process: 205300.34797525406\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"total time to process: {time.time()-start_time}\")" ] } ], "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.1" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Sprawl.ipynb b/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Sprawl.ipynb index 569ecb7..e0a7696 100755 --- a/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Sprawl.ipynb +++ b/notebooks/Implementations/KAZ_SCADR_UrbanizationReview/Urban_metrics_Sprawl.ipynb @@ -16,18 +16,9 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], + "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2" @@ -35,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -45,7 +36,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -56,7 +47,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -66,7 +57,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -77,7 +68,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -88,7 +79,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -105,7 +96,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -116,7 +107,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -139,11 +130,11 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "# Psuedocode\n", + "# Pseudocode\n", "\n", "# pop_values = []\n", "# For each Shape/FUA:\n", @@ -157,44341 +148,9 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1000.0 1000.0\n", - "0\n", - "6\n", - "[426.4502258300781, 784.5906982421875, 1710.7764892578125, 867.53515625, 779.989990234375, 644.6363525390625]\n", - "6\n", - "1\n", - "9\n", - "[810.359375, 794.43896484375, 412.6275939941406, 553.48291015625, 1931.0897216796875, 374.7633056640625, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "109\n", - "10\n", - "[440.1969299316406, 490.9994201660156, 812.7991333007812, 607.0499877929688, 1268.930908203125, 791.1502075195312, 799.5609130859375, 832.2957763671875, 1472.364501953125, 1274.151123046875]\n", - "10\n", - "110\n", - "12\n", - "[644.4700317382812, 1010.751708984375, 327.09014892578125, 611.6476440429688, 620.8154296875, 779.8494262695312, 1022.86376953125, 670.9026489257812, 791.46923828125, 783.3425903320312, 503.8451232910156, 430.98974609375]\n", - 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"stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "192\n", - "13\n", - "[441.35101318359375, 508.14434814453125, 431.5314025878906, 931.974609375, 1208.5438232421875, 1266.6307373046875, 322.2778015136719, 763.260498046875, 1361.506591796875, 958.2294921875, 920.6180419921875, 1059.4495849609375, 483.4125671386719]\n", - "13\n", - "193\n", - "12\n", - "[582.5819702148438, 875.8023071289062, 979.3661499023438, 1637.776123046875, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7\n", - "[419.32403564453125, 657.7513427734375, 2819.148681640625, 808.7640380859375, 1185.18701171875, 887.5158081054688, 1409.2569580078125]\n", - "7\n", - "577\n", - "9\n", - "[505.93414306640625, 362.947021484375, 406.00750732421875, 2401.730224609375, 1039.0028076171875, 329.916015625, 973.8541870117188, 371.5350646972656, 1365.5699462890625]\n", - "9\n", - "578\n", - "20\n", - "[384.60345458984375, 316.2363586425781, 810.2849731445312, 1723.1326904296875, 1601.299560546875, 528.6317749023438, 821.7075805664062, 1030.0009765625, 811.8135986328125, 1930.30419921875, 1998.9168701171875, 588.7827758789062, 654.7642822265625, 332.9790954589844, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12\n", - "[410.9841003417969, 1321.610595703125, 1820.179443359375, 1514.82373046875, 3426.476318359375, 2009.6304931640625, 507.76214599609375, 1078.3800048828125, 4569.6337890625, 771.5628051757812, 397.63165283203125, 384.9288635253906]\n", - "12\n", - "596\n", - "9\n", - "[330.2579345703125, 579.4373168945312, 2456.3447265625, 1744.06787109375, 658.9846801757812, 414.7301940917969, 385.7123718261719, 302.32135009765625, 875.683837890625]\n", - "9\n", - "597\n", - "9\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6\n", - "[2810.9365234375, 3060.750244140625, 659.745361328125, 1318.0220947265625, 1710.70556640625, 570.2664184570312]\n", - "6\n", - "843\n", - "12\n", - "[528.1491088867188, 552.6070556640625, 399.23175048828125, 861.7232055664062, 2073.03955078125, 1508.8731689453125, 315.4813232421875, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13\n", - "880\n", - "11\n", - "[393.2626037597656, 474.4099426269531, 381.11004638671875, 714.0361938476562, 741.2442626953125, 496.6999206542969, 736.9102783203125, 656.1626586914062, 824.2164916992188, 687.2421875, 350.67041015625]\n", - "11\n", - "881\n", - "24\n", - "[541.4722290039062, 325.1636657714844, 322.3679504394531, 599.2437744140625, 775.9540405273438, 682.6607055664062, 656.1748046875, 816.5501098632812, 1431.177490234375, 1085.964599609375, 378.84893798828125, 509.0900573730469, 1759.20263671875, 1378.2423095703125, 1901.2559814453125, 484.8656005859375, 483.4311828613281, 648.1829833984375, 668.8834838867188, 413.28643798828125, 433.3063659667969, 355.2429504394531, 651.0115966796875, 461.75360107421875]\n", - "24\n", - 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "8\n", - "[372.9068908691406, 777.8746948242188, 873.3563232421875, 371.89422607421875, 749.9013671875, 1773.3905029296875, 1215.3421630859375, 941.2582397460938]\n", - "8\n", - "900\n", - "10\n", - "[485.2545166015625, 499.735107421875, 486.9107971191406, 331.5250549316406, 1201.7340087890625, 1115.0753173828125, 679.5447998046875, 502.610595703125, 949.3257446289062, 492.0973205566406]\n", - "10\n", - "901\n", - "60\n", - "[460.6554870605469, 401.67132568359375, 362.9750061035156, 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "920\n", - "156\n", - "[1107.95166015625, 495.158447265625, 324.49237060546875, 656.7245483398438, 1418.0770263671875, 360.45123291015625, 367.3287048339844, 354.2719421386719, 456.47210693359375, 428.7938232421875, 3062.080078125, 2119.92578125, 1764.503173828125, 841.1559448242188, 670.4959716796875, 796.432861328125, 673.9656372070312, 813.3417358398438, 847.7325439453125, 631.50537109375, 622.9290771484375, 493.5916442871094, 1346.4222412109375, 1950.71728515625, 2467.10888671875, 1314.5772705078125, 504.3302001953125, 917.3587646484375, 994.0767822265625, 3403.785888671875, 5030.33056640625, 2860.7275390625, 1403.5001220703125, 1582.725341796875, 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "9\n", - "[1960.89501953125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "11\n", - "[687.067138671875, 694.2490844726562, 1141.705322265625, 563.5324096679688, 966.2435913085938, 1061.058349609375, 700.0817260742188, 453.8869934082031, 613.3746337890625, 620.2447509765625, 398.8318786621094]\n", - "11\n", - "1089\n", - "27\n", - "[633.7322998046875, 395.85638427734375, 512.8877563476562, 419.0999755859375, 720.2788696289062, 520.0394897460938, 1956.3282470703125, 417.1320495605469, 610.892578125, 1339.9267578125, 1427.543212890625, 1625.7574462890625, 3166.372802734375, 2452.840087890625, 3178.7177734375, 1829.1741943359375, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "15\n", - "[996.0635986328125, 1319.0523681640625, 359.6832580566406, 1300.99072265625, 2372.8232421875, 2037.2064208984375, 317.2583923339844, 556.759521484375, 1354.3572998046875, 1293.3095703125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10\n", - "[522.2182006835938, 314.3204345703125, 513.0745239257812, 1471.927734375, 882.4921264648438, 477.01904296875, 1385.3658447265625, 567.1361694335938, 478.5114440917969, 348.9592590332031]\n", - "10\n", - "1155\n", - "14\n", - "[305.3721008300781, 392.5243225097656, 499.5712890625, 941.0520629882812, 875.8095703125, 1181.9188232421875, 324.7894592285156, 1104.1207275390625, 1867.10986328125, 1600.0880126953125, 330.691650390625, 518.3731689453125, 940.6729125976562, 977.69384765625]\n", - "14\n", - "1156\n", - "10\n", - "[601.5946655273438, 390.2124938964844, 304.8457336425781, 1133.510009765625, 1125.9671630859375, 484.9756164550781, 318.4572448730469, 350.66217041015625, 653.3169555664062, 624.0275268554688]\n", - "10\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "154\n", - "1406\n", - "5\n", - "[403.4073486328125, 2166.63623046875, 1659.1939697265625, 5191.57275390625, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "8\n", - "[314.445556640625, 1390.08203125, 1138.9278564453125, 338.2436828613281, 1746.330322265625, 1806.12353515625, 391.8717346191406, 810.08935546875]\n", - "8\n", - "1451\n", - "29\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "11\n", - "[456.9848327636719, 552.09521484375, 319.2729187011719, 742.14306640625, 513.4907836914062, 1095.140625, 1307.75390625, 574.0957641601562, 705.4104614257812, 1200.5078125, 371.71624755859375]\n", - "11\n", - "1474\n", - "298\n", - "[2037.128662109375, 934.053466796875, 984.5549926757812, 853.2996215820312, 524.6141967773438, 758.14794921875, 836.3082275390625, 333.9695739746094, 371.7909851074219, 352.8421325683594, 643.0888061523438, 466.7072448730469, 690.04931640625, 817.1461181640625, 4885.9736328125, 4807.1494140625, 1321.2255859375, 698.770751953125, 397.4620056152344, 570.380859375, 532.9535522460938, 399.18798828125, 569.8568725585938, 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will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "15\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "11\n", - "[824.1724243164062, 1358.8856201171875, 965.1207275390625, 1527.078369140625, 2238.862060546875, 2341.3603515625, 451.3280944824219, 737.3680419921875, 2233.94091796875, 2338.24658203125, 648.59521484375]\n", - "11\n", - "1517\n", - "35\n", - "[316.7653503417969, 467.8486022949219, 409.1735534667969, 919.3809814453125, 380.28656005859375, 125.42173767089844, 1410.7730712890625, 2136.72265625, 302.54864501953125, 374.6586608886719, 614.1334228515625, 284.6971130371094, 2052.16650390625, 11878.6787109375, 10557.3486328125, 2760.166748046875, 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384.2457275390625, 1238.7734375, 5461.90673828125, 6670.50048828125, 2274.078857421875]\n", - "32\n", - "1561\n", - "11\n", - "[361.06304931640625, 723.7598876953125, 605.6793823242188, 483.0021057128906, 1462.1707763671875, 1397.0230712890625, 674.4837036132812, 363.27667236328125, 636.8875732421875, 892.0157470703125, 1411.95703125]\n", - "11\n", - "1562\n", - "7\n", - "[429.53997802734375, 742.0486450195312, 715.9456176757812, 786.756591796875, 498.3980712890625, 1092.254638671875, 1619.2928466796875]\n", - "7\n", - "1563\n", - "11\n", - "[391.4285888671875, 1045.8741455078125, 877.6156616210938, 3467.89111328125, 3309.582275390625, 401.13934326171875, 2225.916748046875, 4896.3232421875, 3181.60107421875, 1190.839111328125, 602.5933837890625]\n", - "11\n", - "1564\n", - "10\n", - "[361.93499755859375, 488.1849670410156, 601.5130615234375, 369.0465393066406, 400.55194091796875, 599.5001831054688, 423.0125732421875, 722.1226806640625, 573.3483276367188, 654.103515625]\n", - "10\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "[370.1077575683594, 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will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5\n", - "[485.8841552734375, 1518.4429931640625, 2163.735107421875, 1230.58349609375, 514.0525512695312]\n", - "5\n", - "1591\n", - "21\n", - "[557.805908203125, 1603.81005859375, 1844.1396484375, 486.8925476074219, 477.39764404296875, 1985.83935546875, 1832.774658203125, 1771.4537353515625, 779.1515502929688, 1706.5582275390625, 2789.629150390625, 2541.015869140625, 879.2261352539062, 370.48406982421875, 987.3331909179688, 1742.8863525390625, 1705.0721435546875, 363.8665771484375, 796.1945190429688, 942.4229736328125, 333.0421447753906]\n", - "21\n", - "1592\n", - "7\n", - "[655.0394287109375, 1427.8607177734375, 431.25335693359375, 1019.764892578125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "92\n", - "[1904.336669921875, 2396.703369140625, 4480.48486328125, 3566.68115234375, 2455.95458984375, 646.7576293945312, 584.3414306640625, 1076.885986328125, 2653.609130859375, 3789.18505859375, 1837.067626953125, 2730.094970703125, 920.7222290039062, 951.5502319335938, 361.7457580566406, 1984.2574462890625, 2306.944091796875, 3903.3525390625, 1452.5194091796875, 581.756103515625, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "9\n", - "[352.75592041015625, 733.4009399414062, 454.3821105957031, 1116.025146484375, 1874.8206787109375, 669.5029296875, 835.3668823242188, 1349.624755859375, 360.5177001953125]\n", - "9\n", - "1815\n", - "11\n", - "[765.9666137695312, 731.5400390625, 605.5333251953125, 1087.45654296875, 888.4656982421875, 404.260986328125, 617.1425170898438, 600.1296997070312, 470.98272705078125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"[506.3299560546875, 1071.0194091796875, 894.3753662109375, 469.65484619140625, 966.5310668945312, 949.6000366210938, 682.9473876953125, 360.5987548828125]\n", - "8\n", - "1903\n", - "9\n", - "[671.992431640625, 891.3457641601562, 2539.49609375, 446.8359069824219, 1183.543701171875, 1803.3060302734375, 396.72003173828125, 657.875244140625, 435.4504699707031]\n", - "9\n", - "1904\n", - "12\n", - "[362.94305419921875, 1023.0012817382812, 728.9043579101562, 1559.276611328125, 1128.2857666015625, 849.7385864257812, 1259.7559814453125, 1783.2808837890625, 1685.8743896484375, 1478.6380615234375, 1355.4627685546875, 1245.9290771484375]\n", - "12\n", - "1905\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7\n", - "[661.0582275390625, 664.1348876953125, 1459.14794921875, 1447.52734375, 2336.79736328125, 839.6934204101562, 332.2825012207031]\n", - "7\n", - "1906\n", - "73\n", - "[592.9207153320312, 787.6798706054688, 1405.1142578125, 1573.6939697265625, 479.00909423828125, 2063.876953125, 609.870849609375, 329.8531494140625, 314.1825866699219, 2279.8828125, 2682.2265625, 763.9381713867188, 456.9759826660156, 1562.5201416015625, 1319.4697265625, 3069.021240234375, 3444.5205078125, 3070.565185546875, 5179.26611328125, 4348.642578125, 2291.95751953125, 864.7242431640625, 607.1185302734375, 1360.254638671875, 2844.78662109375, 5859.46142578125, 6050.08837890625, 5934.0537109375, 2602.6083984375, 3454.92919921875, 1943.7314453125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5\n", - "[575.1466674804688, 1728.029296875, 1484.557373046875, 703.4129028320312, 1080.6630859375]\n", - "5\n", - "1931\n", - "6\n", - "[319.677001953125, 1516.703125, 1505.2275390625, 614.365478515625, 843.843505859375, 394.29730224609375]\n", - "6\n", - "1932\n", - "24\n", - "[1358.4886474609375, 1455.860107421875, 3781.153076171875, 5276.8388671875, 309.0694274902344, 1538.671142578125, 5804.298828125, 7069.44921875, 4272.005859375, 2186.19677734375, 739.7772216796875, 3216.952392578125, 2716.577392578125, 3040.653076171875, 1044.182373046875, 416.7668762207031, 644.3740234375, 977.7711181640625, 307.1321716308594, 969.8134155273438, 437.44354248046875, 481.39385986328125, 408.77191162109375, 371.8668518066406]\n", - "24\n", - "1933\n", - "5\n", - "[1047.6962890625, 1455.3641357421875, 744.4559936523438, 1444.509033203125, 2172.886474609375]\n", - "5\n", - "1934\n", - "13\n", - "[1053.367919921875, 1639.3074951171875, 309.2113037109375, 1004.302001953125, 643.8695678710938, 843.106689453125, 1731.9647216796875, 1541.65234375, 968.6958618164062, 2046.8282470703125, 961.0379638671875, 481.5054626464844, 762.8246459960938]\n", - "13\n", - "1935\n", - "6\n", - "[1124.278564453125, 1257.476806640625, 1047.4256591796875, 1588.246337890625, 784.9588623046875, 498.69873046875]\n", - "6\n", - "1936\n", - "17\n", - "[560.356201171875, 1533.961181640625, 2536.314697265625, 1124.5277099609375, 666.6206665039062, 4557.32080078125, 6239.93798828125, 5795.70849609375, 1538.8924560546875, 3611.728515625, 6663.1533203125, 7112.0712890625, 3826.126220703125, 1388.419677734375, 3203.19482421875, 4155.35302734375, 1287.302734375]\n", - "17\n", - "1937\n", - "7\n", - "[318.5926818847656, 1529.1837158203125, 2047.4715576171875, 1713.4261474609375, 898.66748046875, 523.4148559570312, 451.2432556152344]\n", - "7\n", - "1938\n", - "8\n", - "[425.0087890625, 1177.2279052734375, 1153.378173828125, 447.3058776855469, 1752.9007568359375, 1694.497314453125, 391.15618896484375, 604.9050903320312]\n", - "8\n", - "1939\n", - "10\n", - "[562.1002197265625, 505.2958068847656, 931.9471435546875, 1273.0604248046875, 422.78424072265625, 1006.5588989257812, 1587.2674560546875, 564.2340087890625, 675.7931518554688, 620.0963745117188]\n", - "10\n", - "1940\n", - "8\n", - "[1214.1611328125, 639.970458984375, 440.3732604980469, 378.2869567871094, 1099.6522216796875, 549.4076538085938, 514.9376220703125, 431.7615966796875]\n", - "8\n", - "1941\n", - "11\n", - "[911.6192626953125, 329.6394348144531, 965.306396484375, 1316.0118408203125, 794.1824951171875, 312.0559387207031, 572.7645263671875, 1729.6510009765625, 1749.990478515625, 725.4244384765625, 408.17486572265625]\n", - "11\n", - "1942\n", - "10\n", - "[567.294189453125, 987.9752807617188, 800.0421752929688, 2224.50048828125, 1312.1561279296875, 2547.939697265625, 1475.906494140625, 2502.485107421875, 470.9884948730469, 740.100341796875]\n", - "10\n", - "1943\n", - "8\n", - "[1153.366455078125, 569.2159423828125, 3828.535400390625, 1288.6904296875, 2112.55078125, 2977.688232421875, 1611.6832275390625, 318.90533447265625]\n", - "8\n", - "1944\n", - "6\n", - "[589.6185913085938, 447.6794128417969, 854.0599365234375, 2403.08056640625, 411.67474365234375, 1137.870361328125]\n", - "6\n", - "1945\n", - "14\n", - "[650.2041625976562, 1436.110595703125, 1947.30859375, 2314.62646484375, 420.8614196777344, 514.7297973632812, 2032.034912109375, 1376.8123779296875, 510.1643371582031, 644.6272583007812, 649.3760986328125, 574.7337646484375, 522.8131103515625, 373.1172180175781]\n", - "14\n", - "1946\n", - "15\n", - "[721.7078247070312, 2087.892822265625, 1166.7469482421875, 805.3095092773438, 1317.0003662109375, 3394.447021484375, 1835.3990478515625, 2756.0087890625, 4183.9453125, 2388.845703125, 485.6041259765625, 1071.8167724609375, 1883.2032470703125, 2143.937255859375, 933.0767822265625]\n", - "15\n", - "1947\n", - "14\n", - "[313.5191345214844, 772.312255859375, 771.7459106445312, 651.91259765625, 367.3614196777344, 1342.4183349609375, 2291.390869140625, 1948.384033203125, 488.0074157714844, 462.9771728515625, 1300.567138671875, 886.3596801757812, 326.52264404296875, 455.85888671875]\n", - "14\n", - "1948\n", - "24\n", - "[935.0003662109375, 695.2660522460938, 3518.96337890625, 1586.0447998046875, 468.1153564453125, 5679.2041015625, 6241.0263671875, 843.0140991210938, 2368.3056640625, 6698.77734375, 5997.4609375, 2571.2392578125, 4558.51806640625, 2201.682373046875, 324.0660705566406, 530.1221923828125, 718.5955200195312, 322.05706787109375, 600.4716186523438, 587.2813110351562, 1232.007080078125, 1574.0499267578125, 491.9976806640625, 441.3674621582031]\n", - "24\n", - "1949\n", - "20\n", - "[415.2103576660156, 1069.2999267578125, 1737.4642333984375, 1143.4197998046875, 2023.596435546875, 2397.757568359375, 3058.843994140625, 1876.4195556640625, 1383.3426513671875, 2626.03955078125, 3369.028076171875, 2959.1357421875, 794.23876953125, 389.8337097167969, 388.0122985839844, 1351.8856201171875, 2462.2734375, 927.8377075195312, 825.4378051757812, 799.206298828125]\n", - "20\n", - "1950\n", - "18\n", - "[1036.318603515625, 877.041259765625, 4030.968017578125, 3918.249267578125, 1691.976806640625, 562.5931396484375, 1432.5257568359375, 3589.75390625, 971.9510498046875, 359.8750305175781, 621.072265625, 241.7292022705078, 1575.9090576171875, 833.662841796875, 1931.1275634765625, 1762.981689453125, 373.4051208496094, 823.6510009765625]\n", - "18\n", - "1951\n", - "12\n", - "[903.16748046875, 479.4164733886719, 569.0185546875, 899.9428100585938, 1002.4779663085938, 1651.787841796875, 2642.3037109375, 1902.810791015625, 1251.571044921875, 1678.437255859375, 882.0584716796875, 325.6725769042969]\n", - "12\n", - "1952\n", - "9\n", - "[461.0728454589844, 1246.64599609375, 1721.0023193359375, 909.9782104492188, 487.89959716796875, 1738.3919677734375, 1347.65185546875, 469.85516357421875, 378.8032531738281]\n", - "9\n", - "1953\n", - "49\n", - "[941.1683349609375, 527.930419921875, 427.381591796875, 2460.27490234375, 3047.5087890625, 872.7864990234375, 1395.995361328125, 3645.34375, 6308.50537109375, 4564.71435546875, 4262.25390625, 3007.2529296875, 831.5061645507812, 486.18365478515625, 1146.9173583984375, 1516.2581787109375, 1743.4051513671875, 5776.6318359375, 6179.95654296875, 6543.11669921875, 6270.35400390625, 5699.1435546875, 1127.091064453125, 466.4659729003906, 1165.3897705078125, 1384.6510009765625, 3147.5947265625, 2039.6214599609375, 5178.57275390625, 6261.80859375, 6460.10693359375, 5672.37890625, 2078.787841796875, 313.1565856933594, 385.32806396484375, 1153.77880859375, 988.1453857421875, 4660.0361328125, 6533.6875, 4886.767578125, 1042.514892578125, 477.9437561035156, 1704.2364501953125, 3597.22998046875, 3071.3134765625, 813.1192626953125, 595.5531005859375, 417.4964904785156, 810.6246948242188]\n", - "49\n", - "1954\n", - "8\n", - "[567.56689453125, 931.5044555664062, 1261.7294921875, 358.9732666015625, 1255.619384765625, 761.0396728515625, 466.1846618652344, 396.6293640136719]\n", - "8" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "1955\n", - "13\n", - "[348.7785339355469, 316.0751647949219, 301.10333251953125, 412.7884521484375, 679.453857421875, 445.076416015625, 415.3829650878906, 1964.6343994140625, 1957.6015625, 508.1510314941406, 510.92529296875, 415.05743408203125, 325.5810546875]\n", - "13\n", - "1956\n", - "4\n", - "[1138.3199462890625, 2091.81201171875, 1826.4169921875, 1046.28759765625]\n", - "4\n", - "1957\n", - "14\n", - "[551.143798828125, 1124.2464599609375, 1122.6524658203125, 327.6980285644531, 1792.8271484375, 653.66259765625, 1369.2398681640625, 842.4738159179688, 331.30242919921875, 740.9077758789062, 1224.7806396484375, 703.4207763671875, 1674.6527099609375, 371.2746887207031]\n", - "14\n", - "1958\n", - "5\n", - "[861.0734252929688, 1688.639892578125, 896.670166015625, 1504.9849853515625, 628.5396118164062]\n", - "5\n", - "1959\n", - "6\n", - "[603.2239990234375, 1516.806884765625, 1508.3033447265625, 512.3826293945312, 433.3490905761719, 546.0050659179688]\n", - "6\n", - "1960\n", - "11\n", - "[728.390380859375, 469.7461853027344, 2182.542724609375, 884.2697143554688, 629.0081787109375, 754.0602416992188, 431.957763671875, 312.4170837402344, 478.0763854980469, 696.14501953125, 448.3453674316406]\n", - "11\n", - "1961\n", - "5\n", - "[1347.4815673828125, 379.4652404785156, 409.995849609375, 1492.9193115234375, 1631.107177734375]\n", - "5\n", - "1962\n", - "27\n", - "[436.15606689453125, 789.3353881835938, 352.2353515625, 1562.5069580078125, 2011.2451171875, 514.4911499023438, 300.4481506347656, 1426.04248046875, 2515.314697265625, 2979.8896484375, 2715.25244140625, 341.1458740234375, 554.82080078125, 1677.879638671875, 3145.62841796875, 3031.0498046875, 1525.1728515625, 472.6211242675781, 801.031494140625, 2595.428955078125, 2271.2578125, 587.5269165039062, 431.9097595214844, 840.1444702148438, 329.6747131347656, 449.2323913574219, 606.9556274414062]\n", - "27\n", - "1963\n", - "26\n", - "[1430.387451171875, 823.5492553710938, 1073.531982421875, 1876.177734375, 1717.4097900390625, 734.098388671875, 2261.496826171875, 1665.314453125, 966.6511840820312, 432.0122985839844, 5816.88330078125, 2186.9072265625, 2000.6397705078125, 6207.41552734375, 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": 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- "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"13\n", - "2001\n", - "16\n", - "[844.8247680664062, 333.6461486816406, 513.4382934570312, 872.1481323242188, 1049.0572509765625, 1526.7181396484375, 2684.8349609375, 1836.50390625, 1078.016845703125, 946.902099609375, 812.8176879882812, 2433.418701171875, 2373.2138671875, 1819.3099365234375, 770.6595458984375, 589.9929809570312]\n", - "16\n", - "2002\n", - "11\n", - "[937.4002685546875, 2085.4169921875, 1481.1181640625, 1259.9871826171875, 2423.333984375, 592.78857421875, 1029.982666015625, 578.2207641601562, 689.5693359375, 778.682861328125, 340.5349426269531]\n", - "11\n", - "2003\n", - "13\n", - "[726.3968505859375, 1403.777587890625, 1567.7613525390625, 1075.6341552734375, 1292.2493896484375, 1307.344482421875, 2269.791015625, 1144.85400390625, 1623.279052734375, 1329.47412109375, 2255.91796875, 471.0233459472656, 528.4015502929688]\n", - "13\n", - "2004\n", - "9\n", - "[813.149658203125, 1468.845947265625, 542.81640625, 939.5288696289062, 2242.3115234375, 2056.537841796875, 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"39\n", - "[477.2054138183594, 367.21453857421875, 666.5941162109375, 1382.791259765625, 2666.687744140625, 1485.6490478515625, 314.84490966796875, 407.71270751953125, 911.9049072265625, 2840.431884765625, 1472.0941162109375, 396.5351257324219, 877.22900390625, 2222.5244140625, 1107.57275390625, 754.3245849609375, 407.5169982910156, 548.3821411132812, 831.2154541015625, 747.5459594726562, 1268.1865234375, 432.122802734375, 536.7019653320312, 619.4552001953125, 331.4578552246094, 890.3948364257812, 1081.169921875, 466.62518310546875, 904.303466796875, 931.9027099609375, 1649.812255859375, 2548.87158203125, 456.1192626953125, 348.0618591308594, 353.4971923828125, 1424.890625, 754.5736694335938, 313.40826416015625, 535.2518920898438]\n", - "39\n", - "2016\n", - "14\n", - "[398.7036437988281, 423.5606689453125, 374.3670654296875, 1669.013916015625, 1544.799072265625, 633.2261962890625, 333.54998779296875, 617.2496337890625, 2217.966552734375, 1449.6666259765625, 426.0182800292969, 560.3858032226562, 1761.849853515625, 1180.7705078125]\n", - "14\n", - "2017\n", - "11\n", - "[439.3441467285156, 329.7289733886719, 987.5426635742188, 688.987548828125, 464.92462158203125, 483.8352966308594, 412.41265869140625, 1937.1600341796875, 1309.62939453125, 775.48681640625, 627.2225341796875]\n", - "11\n", - "2018\n", - "7\n", - "[367.9828796386719, 709.6071166992188, 740.1079711914062, 2651.33740234375, 809.983154296875, 909.468505859375, 745.2880859375]\n", - "7\n", - "2019\n", - "12\n", - "[3070.495849609375, 2116.76123046875, 3180.126953125, 5538.49072265625, 3842.8369140625, 302.2821044921875, 3472.683837890625, 7004.92333984375, 4144.07666015625, 918.37939453125, 950.5576171875, 628.5599975585938]\n", - "12\n", - "2020\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "8\n", - "[336.8206481933594, 498.46697998046875, 876.6486206054688, 1571.348388671875, 1236.3577880859375, 935.0385131835938, 1063.729736328125, 741.1663818359375]\n", - "8\n", - "2021\n", - "7\n", - "[422.6298522949219, 524.5504760742188, 1139.9334716796875, 456.56854248046875, 1363.1221923828125, 713.7738037109375, 416.8587951660156]\n", - "7\n", - "2022\n", - "42\n", - "[999.676513671875, 570.1138916015625, 937.39208984375, 820.6920776367188, 462.9399108886719, 377.4262390136719, 504.3705749511719, 1528.777099609375, 309.77691650390625, 410.8757019042969, 505.634521484375, 236.08050537109375, 1696.92333984375, 603.9606323242188, 446.7287902832031, 1180.0894775390625, 1187.3564453125, 2239.109130859375, 2269.091796875, 1157.225341796875, 3082.70556640625, 3150.61962890625, 466.5954284667969, 477.14068603515625, 2537.4619140625, 3118.94775390625, 480.89251708984375, 880.1475830078125, 1361.44140625, 1015.24560546875, 693.0254516601562, 679.4451293945312, 1800.6624755859375, 469.0230712890625, 589.5070190429688, 853.7603149414062, 351.41619873046875, 343.1100158691406, 639.8641357421875, 483.7535400390625, 331.9718017578125, 473.685302734375]\n", - "42\n", - "2023\n", - "14\n", - "[738.2576293945312, 1971.43603515625, 1542.514892578125, 1651.970458984375, 384.5028991699219, 1631.368896484375, 1523.1162109375, 879.077880859375, 1374.9033203125, 1273.53955078125, 397.3484802246094, 504.9997863769531, 850.9910278320312, 917.3515014648438]\n", - "14\n", - "2024\n", - "14\n", - "[662.2429809570312, 550.1317138671875, 301.4641418457031, 752.0697631835938, 889.6135864257812, 715.7929077148438, 387.5992431640625, 1684.6390380859375, 1449.2313232421875, 1062.61962890625, 1641.40185546875, 345.4738464355469, 1183.2451171875, 1192.649169921875]\n", - "14\n", - "2025\n", - "12\n", - "[722.2263793945312, 381.34918212890625, 317.1842346191406, 1057.1431884765625, 1347.3509521484375, 1369.275146484375, 524.1632080078125, 536.6742553710938, 1453.5770263671875, 1782.3848876953125, 317.0335693359375, 1077.3070068359375]\n", - "12\n", - "2026\n", - "7\n", - "[486.6626892089844, 1039.748046875, 1080.53271484375, 1672.352783203125, 1133.4578857421875, 632.843017578125, 369.646240234375]\n", - "7\n", - "2027\n", - "16\n", - "[329.7991943359375, 2041.408447265625, 1229.0350341796875, 947.1334838867188, 563.5724487304688, 428.58673095703125, 423.932861328125, 2199.2744140625, 2791.9228515625, 2906.7705078125, 1523.1978759765625, 370.3439025878906, 1501.696044921875, 1587.837890625, 372.07769775390625, 308.5519104003906]\n", - "16\n", - "2028\n", - "14\n", - "[1187.8101806640625, 1241.149169921875, 2174.289306640625, 1036.2218017578125, 1489.9896240234375, 2945.872802734375, 716.8198852539062, 429.6491394042969, 1034.0465087890625, 2325.238525390625, 1684.7557373046875, 365.1903991699219, 732.8912353515625, 830.9442749023438]\n", - "14\n", - "2029\n", - "76\n", - "[991.2652587890625, 693.0173950195312, 365.69586181640625, 1171.9627685546875, 819.9065551757812, 837.7723999023438, 3985.003662109375, 498.54693603515625, 987.3709106445312, 2459.388427734375, 1288.307861328125, 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333.7868347167969, 641.4392700195312, 756.9058227539062, 555.9723510742188]\n", - "9\n", - "2033\n", - "6\n", - "[679.3925170898438, 533.1718139648438, 1590.8377685546875, 1202.870361328125, 740.6888427734375, 1210.769287109375]\n", - "6\n", - "2034\n", - "4\n", - "[1566.33349609375, 1305.0670166015625, 1649.0992431640625, 652.935791015625]\n", - "4\n", - "2035\n", - "6\n", - "[790.4702758789062, 1263.4512939453125, 653.948974609375, 1442.9893798828125, 716.4047241210938, 334.3341979980469]\n", - "6\n", - "2036\n", - "8\n", - "[3038.326416015625, 1712.1246337890625, 962.405517578125, 2007.7681884765625, 810.361328125, 2413.807373046875, 3393.527099609375, 358.2105712890625]\n", - "8\n", - "2037\n", - "5\n", - "[1521.7882080078125, 839.5087890625, 1267.3865966796875, 787.366943359375, 633.5120239257812]\n", - "5\n", - "2038\n", - "8\n", - "[784.8963623046875, 811.7140502929688, 1321.363037109375, 1540.7330322265625, 863.4475708007812, 498.3477783203125, 1051.2646484375, 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662.7396850585938, 440.99853515625, 5219.43017578125, 3712.510986328125, 1007.2950439453125, 4558.45068359375, 4099.0283203125, 1931.00390625, 479.2089538574219, 2067.55419921875, 332.4400939941406, 576.7877807617188, 1457.98876953125]\n", - "27" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "2042\n", - "7\n", - "[396.5248718261719, 1086.4295654296875, 1212.5582275390625, 551.75146484375, 852.9647827148438, 576.5790405273438, 503.7560119628906]\n", - "7\n", - "2043\n", - "25\n", - "[502.2491760253906, 1692.9814453125, 2785.271484375, 1355.378173828125, 320.949462890625, 640.41552734375, 733.5453491210938, 1988.1817626953125, 4096.58056640625, 1503.3016357421875, 1133.746826171875, 1657.4083251953125, 1138.061279296875, 1173.2432861328125, 2214.63916015625, 576.1842041015625, 317.41485595703125, 3211.15087890625, 3842.521728515625, 1987.4140625, 309.6434326171875, 562.3587646484375, 2041.057861328125, 2227.8837890625, 960.2384033203125]\n", - "25\n", - "2044\n", - "38\n", - "[717.4386596679688, 1760.0919189453125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10\n", - "[354.26251220703125, 316.56707763671875, 556.7377319335938, 432.1517639160156, 1731.979248046875, 630.5127563476562, 572.088134765625, 1014.066650390625, 404.12060546875, 336.77374267578125]\n", - "10\n", - "2196\n", - "6\n", - "[1361.3580322265625, 568.8864135742188, 1596.040771484375, 2536.033935546875, 973.2642822265625, 528.59130859375]\n", - "6\n", - "2197\n", - "11\n", - "[374.4925537109375, 449.86590576171875, 402.21807861328125, 1251.7584228515625, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "17\n", - "[1443.8818359375, 758.662109375, 1102.57080078125, 1919.37939453125, 2733.5205078125, 3767.74755859375, 4183.42431640625, 2379.097900390625, 543.0469970703125, 543.470947265625, 1767.980712890625, 4286.63232421875, 2805.90576171875, 1772.3709716796875, 697.8483276367188, 489.73089599609375, 1174.7264404296875]\n", - "17\n", - "2220\n", - "4\n", - "[1408.3187255859375, 3202.293212890625, 512.015869140625, 988.3078002929688]\n", - "4\n", - "2221\n", - "11\n", - "[347.6959533691406, 562.3885498046875, 1261.2716064453125, 1077.226806640625, 882.51708984375, 395.78338623046875, 1695.580322265625, 2427.186279296875, 340.62811279296875, 495.876708984375, 446.6621398925781]\n", - "11\n", - "2222\n", - "6\n", - "[893.432861328125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"11\n", - "2267\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7\n", - "[1008.2988891601562, 570.5023803710938, 450.56048583984375, 1685.566650390625, 1486.4896240234375, 553.646728515625, 521.5056762695312]\n", - "7\n", - "2336\n", - "20\n", - "[2044.6790771484375, 3885.44384765625, 1343.3994140625, 1222.0418701171875, 693.4376220703125, 2126.89111328125, 420.34552001953125, 352.5033874511719, 2234.417236328125, 6605.4638671875, 5497.4755859375, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"stdout", - "output_type": "stream", - "text": [ - "5\n", - "[718.9093017578125, 840.138427734375, 1915.4320068359375, 1683.3055419921875, 305.3583068847656]\n", - "5\n", - "2446\n", - "6\n", - "[346.8973388671875, 1293.7843017578125, 2054.641845703125, 1566.078125, 1880.8944091796875, 993.8280639648438]\n", - "6\n", - "2447\n", - "7\n", - "[1275.1563720703125, 1419.4920654296875, 1444.1768798828125, 782.1693725585938, 326.7226257324219, 1534.0260009765625, 957.1984252929688]\n", - "7\n", - "2448\n", - "12\n", - "[432.830322265625, 954.8905029296875, 2816.549072265625, 2776.68505859375, 1044.449951171875, 317.6336975097656, 2884.2939453125, 3242.85009765625, 2792.132080078125, 751.3199462890625, 801.2005004882812, 301.764404296875]\n", - "12\n", - "2449\n", - "16\n", - "[461.79742431640625, 2675.752685546875, 3463.912841796875, 3537.238037109375, 408.2926025390625, 2741.114501953125, 3918.55517578125, 4304.20263671875, 4859.47998046875, 1646.3468017578125, 589.5845947265625, 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"[1634.8177490234375, 2400.864501953125, 2275.79296875, 1276.22119140625]\n", - "4\n", - "2462\n", - "9\n", - "[714.3557739257812, 462.7941589355469, 923.1499633789062, 886.7940063476562, 4669.765625, 1544.42333984375, 980.5607299804688, 962.542236328125, 465.3653869628906]\n", - "9\n", - "2463\n", - "8\n", - "[948.1647338867188, 621.0671997070312, 1757.70947265625, 2333.74365234375, 1182.046142578125, 601.8185424804688, 1152.299072265625, 556.773193359375]\n", - "8\n", - "2464\n", - "5\n", - "[1100.915771484375, 926.36279296875, 1242.955810546875, 1623.163818359375, 395.01837158203125]\n", - "5\n", - "2465\n", - "6\n", - "[1013.4932250976562, 349.7654113769531, 400.8824157714844, 2154.83056640625, 1132.8140869140625, 475.8898010253906]\n", - "6\n", - "2466\n", - "5\n", - "[1248.437744140625, 2505.429931640625, 2596.931884765625, 912.1184692382812, 672.7064208984375]\n", - "5\n", - "2467\n", - "7\n", - "[1318.1273193359375, 2691.86328125, 1558.7781982421875, 454.7605285644531, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "2557\n", - "5\n", - "[486.8966369628906, 2628.18701171875, 1808.34521484375, 529.603759765625, 1280.125244140625]\n", - "5\n", - "2558\n", - "15\n", - "[395.1131286621094, 888.2584228515625, 465.9183349609375, 464.50201416015625, 416.83905029296875, 997.153564453125, 1069.77978515625, 1577.114013671875, 1002.8822631835938, 1056.5394287109375, 2122.8037109375, 1843.8192138671875, 376.1820068359375, 1016.9699096679688, 559.1703491210938]\n", - "15\n", - "2559\n", - "13\n", - "[1111.5067138671875, 873.8125610351562, 2822.646240234375, 1194.9036865234375, 842.9487915039062, 2265.815185546875, 2746.8583984375, 947.7337646484375, 591.1432495117188, 448.65966796875, 440.6158447265625, 1304.2440185546875, 1650.332275390625]\n", - "13\n", - "2560\n", - "7\n", - "[836.5845336914062, 982.3301391601562, 596.2095336914062, 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12\n", - "[747.9175415039062, 503.7098388671875, 1137.7437744140625, 2017.0289306640625, 681.4439697265625, 1283.260009765625, 2382.86279296875, 2463.047607421875, 321.64263916015625, 727.9232788085938, 1670.3184814453125, 510.5497131347656]\n", - "12\n", - "2639\n", - "5\n", - "[665.6614379882812, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "40\n", - "2772\n", - "31\n", - "[444.668212890625, 797.5056762695312, 1049.0535888671875, 1702.7943115234375, 494.68817138671875, 558.2767333984375, 511.2543640136719, 345.89239501953125, 352.35345458984375, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5\n", - "[942.1087036132812, 2022.53173828125, 977.5982666015625, 2894.3818359375, 409.703369140625]\n", - "5\n", - "2820\n", - "10\n", - "[748.996826171875, 1360.554443359375, 604.318115234375, 2467.772705078125, 2767.615966796875, 1755.5670166015625, 450.6387939453125, 804.6679077148438, 938.1168823242188, 451.80316162109375]\n", - "10\n", - "2821\n", - "7\n", - "[6606.353515625, 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version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "2865\n", - "11\n", - 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "87\n", - "[734.2675170898438, 302.1141052246094, 583.3875122070312, 613.54833984375, 1776.6181640625, 893.5950317382812, 2305.43798828125, 852.8115844726562, 1837.0283203125, 1098.9669189453125, 636.4376831054688, 1736.7957763671875, 724.909423828125, 1275.2275390625, 1154.230224609375, 289.480712890625, 591.7339477539062, 1329.7193603515625, 2272.874267578125, 1234.0267333984375, 1907.4034423828125, 1490.1724853515625, 503.439208984375, 1195.7218017578125, 594.7942504882812, 1105.2266845703125, 855.6948852539062, 352.16717529296875, 602.2554321289062, 373.4884033203125, 565.7715454101562, 1348.4481201171875, 844.7687377929688, 531.2478637695312, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "8\n", - "[1257.49609375, 715.1263427734375, 1301.1278076171875, 3730.77880859375, 324.94427490234375, 947.9152221679688, 1009.8192138671875, 469.2200927734375]\n", - "8\n", - "2933\n", - "3\n", - "[3613.85498046875, 2034.16162109375, 647.7645263671875]\n", - "3\n", - "2934\n", - "8\n", - "[730.1698608398438, 1036.4224853515625, 531.39111328125, 338.3675537109375, 1324.51904296875, 352.9941711425781, 688.2774047851562, 1912.14306640625]\n", - "8\n", - "2935\n", - "9\n", - "[890.1021118164062, 1151.863525390625, 535.1158447265625, 341.0998840332031, 989.6725463867188, 2967.962890625, 2569.298583984375, 1255.0057373046875, 1298.3587646484375]\n", - "9\n", - "2936\n", - "12\n", - "[2547.247314453125, 1007.2978515625, 1664.423828125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"10\n", - "3027\n", - "15\n", - "[1475.533935546875, 314.9225158691406, 315.89227294921875, 378.057861328125, 880.1159057617188, 1693.009521484375, 708.8815307617188, 83.98548889160156, 781.460693359375, 1768.4595947265625, 4917.0302734375, 1325.3729248046875, 473.7345275878906, 1087.8707275390625, 1172.410400390625]\n", - "15\n", - "3028\n", - "3\n", - "[1967.70458984375, 6182.5400390625, 849.8411254882812]\n", - "3\n", - "3029\n", - "4\n", - "[3224.8232421875, 1998.373046875, 661.4507446289062, 428.0894775390625]\n", - "4\n", - "3030\n", - "10\n", - "[522.5079956054688, 413.51617431640625, 823.7843627929688, 607.6556396484375, 421.86700439453125, 979.7332763671875, 1250.0384521484375, 463.9521179199219, 1451.9361572265625, 507.49957275390625]\n", - "10\n", - "3031\n", - "9\n", - "[1292.1666259765625, 2906.710693359375, 3214.629150390625, 746.8623046875, 1026.836181640625, 1059.6099853515625, 1203.066162109375, 461.9091796875, 979.989501953125]\n", - "9\n", - "3032\n", - "4\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "144\n", - "[2077.470947265625, 642.0287475585938, 457.0405578613281, 481.2771911621094, 1530.0029296875, 650.8875122070312, 1145.8570556640625, 380.7747802734375, 800.3096923828125, 3931.478515625, 2189.2490234375, 2323.908935546875, 660.2312622070312, 327.7681579589844, 1400.622802734375, 2180.505615234375, 2569.16943359375, 2220.366455078125, 2298.279296875, 574.4524536132812, 1974.182373046875, 448.1047668457031, 371.7235412597656, 1989.9989013671875, 486.3954162597656, 1241.564453125, 1616.22802734375, 1758.977294921875, 1358.0836181640625, 1043.722900390625, 101.15664672851562, 1024.073486328125, 532.6675415039062, 1016.0921020507812, 411.19952392578125, 556.427001953125, 4920.8095703125, 1935.060546875, 2959.62646484375, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "8\n", - "3076\n", - "6\n", - "[1084.4818115234375, 704.739501953125, 2109.942138671875, 3217.312255859375, 1243.12158203125, 418.1026306152344]\n", - "6\n", - "3077\n", - "12\n", - "[367.7529602050781, 501.2146301269531, 614.332763671875, 501.3890380859375, 338.68853759765625, 302.9803466796875, 2504.281494140625, 573.5505981445312, 515.5169067382812, 1038.5814208984375, 922.32373046875, 400.7972717285156]\n", - "12\n", - "3078\n", - "15\n", - "[830.5365600585938, 1034.5423583984375, 2632.484375, 963.5352783203125, 3889.545654296875, 2697.472900390625, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "[811.3457641601562, 668.2702026367188, 2141.731201171875, 2056.085205078125, 2776.187744140625, 844.4374389648438, 341.1792907714844, 442.9346618652344]\n", - "8\n", - "3146\n", - "33\n", - "[417.8677978515625, 349.1183166503906, 413.73016357421875, 359.1378479003906, 805.6769409179688, 468.8822937011719, 1233.47509765625, 1235.7547607421875, 679.39013671875, 494.754638671875, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10\n", - "[376.8568420410156, 499.18231201171875, 440.26611328125, 1670.26513671875, 3252.979248046875, 1453.978759765625, 571.879638671875, 793.8720092773438, 535.45068359375, 490.0824890136719]\n", - "10\n", - "3227\n", - "5\n", - "[943.9194946289062, 319.1751708984375, 3290.849365234375, 2194.727783203125, 1218.7125244140625]\n", - "5\n", - "3228\n", - "6\n", - "[1627.0750732421875, 767.4164428710938, 518.925048828125, 1329.8419189453125, 996.7366333007812, 368.6433410644531]\n", - "6\n", - "3229\n", - "18\n", - "[815.031494140625, 774.92138671875, 867.609130859375, 2969.39306640625, 1915.7066650390625, 376.979736328125, 930.8954467773438, 442.40496826171875, 398.1880798339844, 579.7271118164062, 1761.7586669921875, 494.5377502441406, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7\n", - "[1085.340087890625, 1156.5543212890625, 619.0912475585938, 349.4254455566406, 997.7313842773438, 1777.2542724609375, 874.698486328125]\n", - "7\n", - "3314\n", - "4\n", - "[4472.33642578125, 493.89813232421875, 1031.4378662109375, 311.1578674316406]\n", - "4\n", - "3315\n", - "45\n", - "[666.0282592773438, 453.4530334472656, 1748.297607421875, 4835.90185546875, 1728.5582275390625, 979.8652954101562, 1091.771240234375, 3528.181640625, 2927.43896484375, 938.3507690429688, 467.9882507324219, 359.6976013183594, 3058.24853515625, 6971.5986328125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "19\n", - "3337\n", - "13\n", - "[415.152099609375, 359.023681640625, 346.2994689941406, 672.741943359375, 3773.65283203125, 4029.88134765625, 1830.16357421875, 562.81396484375, 1377.9075927734375, 1580.3477783203125, 766.2555541992188, 459.0287780761719, 440.9493103027344]\n", - "13\n", - "3338\n", - "7\n", - "[442.6253356933594, 1580.332275390625, 2137.646240234375, 928.7608642578125, 614.1959228515625, 1558.3988037109375, 622.20068359375]\n", - "7\n", - "3339\n", - "9\n", - "[414.7808532714844, 1073.0546875, 1685.3255615234375, 1109.8660888671875, 1296.5894775390625, 1534.412353515625, 2359.35009765625, 820.3363037109375, 961.5404663085938]\n", - "9\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "17\n", - 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722.2207641601562, 929.8408813476562, 4625.63525390625, 1284.3399658203125, 453.91357421875, 702.1424560546875, 390.5675354003906]\n", - "18\n", - "3402\n", - "18\n", - "[1229.0849609375, 359.4344482421875, 424.58123779296875, 805.8264770507812, 2891.153564453125, 7877.5400390625, 4303.62353515625, 1636.815673828125, 494.1171569824219, 3397.145751953125, 1373.8387451171875, 3060.7998046875, 3538.00634765625, 903.8922729492188, 1041.2054443359375, 1608.7216796875, 335.0833435058594, 1165.9974365234375]\n", - "18\n", - "3403\n", - "7\n", - "[1391.9949951171875, 801.0262451171875, 1576.455810546875, 1255.915771484375, 442.24737548828125, 383.5531921386719, 1228.715576171875]\n", - "7\n", - "3404\n", - "9\n", - "[933.6546020507812, 898.9385375976562, 459.1888427734375, 512.244873046875, 1293.701171875, 986.6581420898438, 321.1612548828125, 434.08209228515625, 322.96759033203125]\n", - "9\n", - "3405\n", - "7\n", - "[368.6996154785156, 527.3291625976562, 1308.3160400390625, 3571.779296875, 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "[1089.177490234375, 1282.114501953125, 1425.806640625, 1317.4161376953125]\n", - "4\n", - "3447\n", - "6\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "11\n", - "[364.9236755371094, 1869.366455078125, 1273.4964599609375, 383.9704284667969, 1201.604736328125, 618.871826171875, 734.9595947265625, 399.2395324707031, 595.2406616210938, 496.8644104003906, 392.59228515625]\n", - "11\n", - "3558\n", - "70\n", - "[534.9946899414062, 1112.81005859375, 847.72998046875, 503.1076354980469, 1418.2071533203125, 1130.97021484375, 516.778564453125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "264\n", - "[759.3272094726562, 454.29583740234375, 722.2643432617188, 793.4456787109375, 2899.886962890625, 490.5174865722656, 2934.31298828125, 4491.52099609375, 7570.16455078125, 1211.6490478515625, 550.9302978515625, 2641.606201171875, 10976.408203125, 6317.353515625, 578.728759765625, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "54\n", - "[476.903564453125, 1241.1058349609375, 1422.853271484375, 1446.804931640625, 2691.326171875, 954.6118774414062, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[469.0704040527344, 848.4418334960938, 655.1095581054688, 439.4905090332031, 419.69281005859375, 433.3530578613281, 332.30511474609375, 597.0276489257812, 307.04034423828125, 185.64283752441406, 745.9530639648438, 612.29541015625, 722.7810668945312, 769.1880493164062, 498.8354797363281, 808.2278442382812, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "4\n", - "[675.5802001953125, 8854.2373046875, 4068.647216796875, 9908.96875]\n", - "4\n", - "3834\n", - "6\n", - 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7\n", - "3852\n", - "6\n", - "[538.9292602539062, 1002.5208129882812, 1644.9970703125, 838.0045776367188, 762.81591796875, 709.1253051757812]\n", - "6\n", - "3853\n", - "13\n", - "[688.0879516601562, 683.7767944335938, 633.9667358398438, 480.8466796875, 1902.531494140625, 1043.9210205078125, 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2165.490478515625, 1176.6619873046875, 1296.436767578125, 1836.6661376953125, 322.11322021484375, 1289.5025634765625]\n", - "7\n", - "3926\n", - "6\n", - "[1049.2464599609375, 734.81201171875, 2386.562255859375, 2239.884765625, 1744.9007568359375, 417.21527099609375]\n", - "6\n", - "3927\n", - "1\n", - "[6697.263671875]\n", - "1\n", - "3928\n", - "13\n", - "[344.88116455078125, 917.9532470703125, 1200.1038818359375, 1781.8709716796875, 2228.49560546875, 1024.2945556640625, 661.7657470703125, 1052.2001953125, 611.3264770507812, 1775.5279541015625, 744.1166381835938, 454.78851318359375, 408.97735595703125]\n", - "13\n", - "3929\n", - "5\n", - "[580.9745483398438, 1767.497314453125, 438.0357971191406, 2147.804443359375, 1973.16455078125]\n", - "5\n", - "3930\n", - "10\n", - "[611.8939208984375, 3327.4560546875, 2824.436767578125, 319.4787292480469, 1827.0606689453125, 5461.498046875, 4892.158203125, 543.228271484375, 1113.2027587890625, 920.5582885742188]\n", - "10\n", - "3931\n", - 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1131.3984375, 4714.96630859375, 13084.16796875, 5660.80126953125, 1020.661865234375, 1858.7923583984375, 1758.1043701171875, 525.3162841796875]\n", - "13\n", - "3972\n", - "2\n", - "[3643.512451171875, 3612.62060546875]\n", - "2\n", - "3973\n", - "22\n", - "[369.8927001953125, 395.0710754394531, 643.0828857421875, 470.7933044433594, 445.3447265625, 988.8467407226562, 1144.946533203125, 1403.983642578125, 983.879638671875, 749.3973999023438, 482.6810607910156, 535.3863525390625, 734.3195190429688, 1168.763671875, 616.0132446289062, 358.5140686035156, 464.52728271484375, 485.6114196777344, 567.9945678710938, 470.32568359375, 363.12786865234375, 332.30694580078125]\n", - "22\n", - "3974\n", - "9\n", - "[344.9173583984375, 4582.31494140625, 3718.4765625, 2473.058349609375, 23547.2734375, 5063.734375, 711.69482421875, 338.88958740234375, 1124.9013671875]\n", - "9\n", - "3975\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "8\n", - "[436.7523193359375, 799.789794921875, 889.2308959960938, 817.9354248046875, 422.2202453613281, 379.12042236328125, 1245.9405517578125, 449.0510559082031]\n", - "8\n", - "3976\n", - "10\n", - "[2376.521484375, 2342.4755859375, 327.861572265625, 1455.829345703125, 6273.4150390625, 3547.63427734375, 542.2364501953125, 325.36187744140625, 1094.4217529296875, 1683.252685546875]\n", 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1665.0513916015625, 579.0140991210938, 579.5735473632812, 2792.3310546875, 726.0053100585938, 402.89013671875, 1983.4393310546875, 1488.0927734375, 490.1842346191406, 1005.8480224609375, 2158.995849609375, 852.7611083984375]\n", - "34\n", - "3983\n", - "3\n", - "[2356.9599609375, 514.315185546875, 2234.04638671875]\n", - "3\n", - "3984\n", - "10\n", - "[515.1544189453125, 304.66632080078125, 1038.63525390625, 309.62371826171875, 2284.408203125, 1627.2261962890625, 1872.3416748046875, 2050.22509765625, 1923.1876220703125, 614.3397216796875]\n", - "10\n", - "3985\n", - "15\n", - "[3592.189208984375, 968.70458984375, 578.3910522460938, 6913.2958984375, 3687.758056640625, 1891.45166015625, 2155.040283203125, 6995.50390625, 5461.443359375, 3711.94921875, 887.1072387695312, 2812.139892578125, 1467.9150390625, 2691.591064453125, 1781.4644775390625]\n", - "15\n", - "3986\n", - "14\n", - "[304.16290283203125, 1482.94677734375, 351.33843994140625, 550.82763671875, 861.3072509765625, 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6708.1220703125, 376.87847900390625, 894.1267700195312, 4180.35546875, 2237.333251953125, 2036.8345947265625]\n", - "13\n", - "3991\n", - "5\n", - "[406.15240478515625, 3022.895751953125, 2326.427490234375, 1431.332275390625, 1887.5787353515625]\n", - "5\n", - "3992\n", - "5\n", - "[3227.55126953125, 812.4362182617188, 1270.8427734375, 1046.52978515625, 319.1446228027344]\n", - "5\n", - "3993\n", - "4\n", - "[305.7548828125, 4912.34716796875, 361.9169006347656, 536.1433715820312]\n", - "4\n", - "3994\n", - "3\n", - "[2741.084716796875, 571.3269653320312, 2065.725830078125]\n", - "3\n", - "3995\n", - "14\n", - "[881.4502563476562, 382.2127685546875, 1013.0569458007812, 7917.6455078125, 3655.7802734375, 316.9410400390625, 1328.0450439453125, 2037.571044921875, 770.21923828125, 1005.13671875, 2801.280517578125, 1535.4259033203125, 4048.365234375, 472.5472717285156]\n", - "14\n", - "3996\n", - "23\n", - "[667.6585693359375, 2089.00634765625, 671.7839965820312, 1324.6036376953125, 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5\n", - "[372.61865234375, 863.427978515625, 5336.69970703125, 2337.97021484375, 2179.9765625]\n", - "5\n", - "4000\n", - "7\n", - "[1557.8984375, 1143.193603515625, 1086.806396484375, 338.6958923339844, 532.8826293945312, 607.0061645507812, 388.32696533203125]\n", - "7\n", - "4001\n", - "34\n", - "[448.6492004394531, 778.1400756835938, 325.032958984375, 732.5217895507812, 2606.23876953125, 3986.3740234375, 2844.700927734375, 3479.262939453125, 658.680419921875, 2636.2802734375, 5081.078125, 6522.39794921875, 6294.37939453125, 3167.322998046875, 519.33154296875, 2683.602783203125, 3734.85009765625, 6095.041015625, 8405.9345703125, 4985.70556640625, 1707.173828125, 412.1233825683594, 1675.6151123046875, 6641.56689453125, 5528.54248046875, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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3559.512939453125, 1291.4993896484375]\n", - "6\n", - "4062\n", - "5\n", - "[454.3546142578125, 1579.7222900390625, 782.7576293945312, 3286.216064453125, 416.651123046875]\n", - "5\n", - "4063\n", - "5\n", - "[1566.6378173828125, 2014.29833984375, 406.4707946777344, 600.4829711914062, 964.9395751953125]\n", - "5\n", - "4064\n", - "5\n", - "[2997.12451171875, 649.2105712890625, 580.861572265625, 616.4047241210938, 619.226318359375]\n", - "5\n", - "4065\n", - "4\n", - "[2152.84130859375, 4561.5009765625, 1596.933349609375, 422.4431457519531]\n", - "4\n", - "4066\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "16\n", - "[315.8843688964844, 1089.624755859375, 974.228515625, 819.5850219726562, 2516.10009765625, 712.841552734375, 1171.1708984375, 1914.067138671875, 1022.0181274414062, 523.4876098632812, 310.7112731933594, 441.81512451171875, 2992.386474609375, 647.5298461914062, 1755.9588623046875, 594.5485229492188]\n", - "16\n", - "4234\n", - "4\n", - "[2120.024658203125, 1727.8016357421875, 3542.963623046875, 1275.8460693359375]\n", - "4\n", - "4235\n", - "5\n", - "[418.640625, 2818.0537109375, 3401.60302734375, 1029.1947021484375, 3042.47802734375]\n", - "5\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3\n", - "[683.30712890625, 4886.10546875, 362.719482421875]\n", - "3\n", - "4280\n", - "5\n", - "[404.2701721191406, 745.5191040039062, 2028.78857421875, 1442.6044921875, 1366.6005859375]\n", - "5\n", - 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2742.689208984375, 3114.959716796875, 2930.420166015625, 1848.55126953125, 1298.5115966796875, 616.73486328125, 583.6749877929688, 329.1517639160156]\n", - "14\n", - "4381\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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1416.696533203125, 1739.0577392578125, 2266.185791015625, 1198.91162109375]\n", - "18\n", - "4385\n", - "23\n", - "[1293.50927734375, 1519.9384765625, 868.5147094726562, 1918.4320068359375, 1372.7647705078125, 3993.739501953125, 4799.77392578125, 1849.459716796875, 948.9328002929688, 4452.06640625, 2167.55322265625, 1106.8016357421875, 804.5447387695312, 2432.28076171875, 639.251220703125, 1033.16015625, 5268.62060546875, 3901.960205078125, 676.7986450195312, 432.08624267578125, 3221.964111328125, 326.00262451171875, 344.68548583984375]\n", - "23\n", - "4386\n", - "6\n", - "[783.6764526367188, 857.5067749023438, 2042.5159912109375, 1216.0311279296875, 1799.3643798828125, 554.1102905273438]\n", - "6\n", - "4387\n", - "51\n", - "[1660.4517822265625, 1279.5223388671875, 390.81884765625, 642.0559692382812, 512.041748046875, 2193.328857421875, 747.7183837890625, 875.9249267578125, 757.5087280273438, 1091.030517578125, 1190.510009765625, 2075.218017578125, 1483.161865234375, 450.26220703125, 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"[913.5425415039062, 793.6317138671875, 1946.8299560546875, 667.677734375, 2010.2607421875, 783.2499389648438, 4179.21435546875, 3614.745849609375, 1225.195556640625, 1817.94287109375, 4243.3095703125, 1601.05419921875, 375.99139404296875, 4732.20556640625, 10166.22265625, 5775.2880859375, 1658.5081787109375, 580.174072265625, 4256.40283203125, 3648.03857421875, 5804.23095703125, 10399.95703125, 8394.765625, 5406.236328125, 365.0119323730469, 2459.271728515625, 760.704345703125, 2263.087158203125, 3460.61279296875, 2703.970458984375, 661.9888305664062, 4102.74560546875]\n", - "32\n", - "4391\n", - "2\n", - "[5221.39404296875, 1999.1514892578125]\n", - "2\n", - "4392\n", - "4\n", - "[472.7394714355469, 975.3026123046875, 968.4083862304688, 3182.23828125]\n", - "4\n", - "4393\n", - "3\n", - "[2450.170166015625, 6824.27587890625, 783.4842529296875]\n", - "3\n", - "4394\n", - "3\n", - "[1030.6494140625, 1749.5609130859375, 2846.08544921875]\n", - "3\n", - "4395\n", - "5\n", - "[575.3009643554688, 2992.01806640625, 488.66845703125, 1249.591552734375, 331.56268310546875]\n", - "5\n", - "4396\n", - "3\n", - "[3003.062255859375, 934.6906127929688, 1260.3160400390625]\n", - "3\n", - "4397\n", - "9\n", - "[424.4278564453125, 488.45977783203125, 3325.937744140625, 1820.6365966796875, 1518.7059326171875, 2879.93115234375, 341.0393981933594, 940.0604858398438, 453.1454772949219]\n", - "9\n", - "4398\n", - "2\n", - "[359.23760986328125, 4729.5615234375]\n", - "2\n", - "4399\n", - "4\n", - "[6403.03515625, 1704.3905029296875, 810.7731323242188, 5850.27197265625]\n", - "4\n", - "4400\n", - "10\n", - "[675.046630859375, 2521.69189453125, 1922.5146484375, 465.8386535644531, 1936.2646484375, 322.3866271972656, 360.9987487792969, 2825.71142578125, 2265.568359375, 812.4274291992188]\n", - "10\n", - "4401\n", - "6\n", - "[1096.6307373046875, 484.7935791015625, 4383.26513671875, 3230.62255859375, 579.5201416015625, 308.65960693359375]\n", - "6\n", - "4402\n" - ] - }, - { - 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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887.754638671875, 693.0924682617188, 706.65234375, 1539.1036376953125, 767.209228515625, 1942.250244140625, 364.37591552734375]\n", - "10\n", - "4515\n", - "3\n", - "[1435.0423583984375, 3158.48681640625, 658.1236572265625]\n", - "3\n", - "4516\n", - "8\n", - "[405.1274108886719, 1222.198974609375, 2618.8564453125, 1774.765380859375, 3322.10546875, 801.486572265625, 3441.2880859375, 1037.927734375]\n", - "8\n", - "4517\n", - "11\n", - "[494.3185119628906, 1407.1591796875, 493.509521484375, 358.4019775390625, 1014.6481323242188, 595.7378540039062, 971.7227172851562, 1357.0107421875, 2156.371826171875, 382.6465148925781, 555.8585815429688]\n", - "11\n", - "4518\n", - "6\n", - "[1359.7470703125, 1511.05224609375, 2445.177734375, 2103.03173828125, 1376.4588623046875, 885.9945068359375]\n", - "6\n", - "4519\n", - "10\n", - "[2091.365478515625, 718.9649047851562, 853.8198852539062, 344.56524658203125, 327.6954040527344, 861.6845703125, 2547.03857421875, 876.357421875, 2065.485595703125, 1535.218994140625]\n", - "10\n", - "4520\n", - "6\n", - "[837.4251098632812, 1580.925048828125, 1060.3485107421875, 521.462646484375, 1297.8634033203125, 869.8129272460938]\n", - "6\n", - "4521\n", - "6\n", - "[305.6033935546875, 1611.579833984375, 1713.3701171875, 328.71685791015625, 465.9074401855469, 1887.8570556640625]\n", - "6\n", - "4522\n", - "8\n", - "[2260.3017578125, 7467.37060546875, 869.0391845703125, 2515.4052734375, 10729.6181640625, 390.02935791015625, 1864.1357421875, 1379.959228515625]\n", - "8\n", - "4523\n", - "14\n", - "[3396.17236328125, 7577.04736328125, 9360.146484375, 7207.458984375, 19020.392578125, 1616.17041015625, 3286.49951171875, 4260.00390625, 10691.3154296875, 488.82305908203125, 371.1756591796875, 623.0006713867188, 1090.299560546875, 1408.245361328125]\n", - "14\n", - "4524\n", - "54\n", - "[472.7403869628906, 1059.2003173828125, 827.49072265625, 374.5527648925781, 947.40625, 621.4190673828125, 2599.346435546875, 1969.54931640625, 2123.100830078125, 811.2676391601562, 1261.4508056640625, 1259.796875, 540.3184814453125, 1017.8675537109375, 617.7706298828125, 723.1465454101562, 1245.3116455078125, 480.85687255859375, 2267.064697265625, 3303.15478515625, 3762.515625, 2161.18505859375, 465.7199401855469, 677.2914428710938, 1616.6700439453125, 1182.4879150390625, 1724.549072265625, 403.4047546386719, 964.8290405273438, 2534.923095703125, 1457.25830078125, 3544.689208984375, 2183.939697265625, 363.14324951171875, 982.2764892578125, 1214.0601806640625, 1225.6917724609375, 2031.7213134765625, 2924.973388671875, 577.5486450195312, 391.0424499511719, 640.638916015625, 2106.75439453125, 985.5596313476562, 385.5376281738281, 855.6515502929688, 1123.2830810546875, 303.27191162109375, 549.086669921875, 1406.9302978515625, 1557.3912353515625, 307.1770935058594, 948.1320190429688, 649.505859375]\n", - "54\n", - "4525\n", - "4\n", - "[1048.8486328125, 1918.94140625, 1305.9453125, 776.6405639648438]\n", - "4\n", - "4526\n", - "4\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": 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310.59991455078125]\n", - "28\n", - "4621\n", - "22\n", - "[1751.0443115234375, 350.15386962890625, 3628.017822265625, 647.692626953125, 1662.0179443359375, 767.5100708007812, 469.2882080078125, 7982.8701171875, 3308.728271484375, 3443.3798828125, 1201.2120361328125, 621.5355834960938, 1624.2618408203125, 7191.2939453125, 9255.7275390625, 2334.64453125, 898.9265747070312, 6159.3330078125, 4407.8369140625, 3119.000732421875, 1290.7298583984375, 405.61175537109375]\n", - "22\n", - "4622\n", - "2\n", - "[3894.7314453125, 1173.69384765625]\n", - "2\n", - "4623\n", - "11\n", - "[6340.22607421875, 2372.71044921875, 13711.103515625, 21696.23046875, 2581.115966796875, 2043.6890869140625, 3616.632568359375, 2228.862060546875, 4099.57666015625, 957.6643676757812, 442.5788269042969]\n", - "11\n", - "4624\n", - "1\n", - "[24531.52734375]\n", - "1\n", - "4625\n", - "13\n", - "[1732.5655517578125, 358.40643310546875, 533.9492797851562, 1364.2366943359375, 1296.811767578125, 412.1338195800781, 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"10" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[421.21575927734375, 343.8155822753906, 1029.681884765625, 410.01165771484375, 1513.8662109375, 2359.970458984375, 441.9207763671875, 365.517822265625, 1419.2572021484375, 303.2958068847656, 384.23333740234375, 843.4345092773438, 1133.843505859375, 780.7029418945312, 1043.8818359375, 602.6556396484375, 441.35565185546875, 2760.79931640625, 161.06275939941406, 197.07289123535156, 1831.630126953125, 2408.42529296875, 1091.75244140625, 353.9692077636719, 750.2103881835938, 1966.0029296875, 3404.593017578125, 1559.40087890625, 421.01434326171875, 1379.958740234375, 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version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "4718\n", - "3\n", - "[9956.833984375, 1143.9061279296875, 431.5350341796875]\n", - "3\n", - "4719\n", - "4\n", - "[1562.039794921875, 523.8118896484375, 2691.09326171875, 1257.461669921875]\n", - "4\n", - "4720\n", - "14\n", - "[524.203369140625, 2601.05078125, 2239.706787109375, 634.6031494140625, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "[3145.219970703125, 3815.84033203125, 441.2077331542969, 681.1903076171875, 4064.0439453125, 2031.043212890625, 1588.26953125, 453.3439025878906, 2224.047119140625, 1361.2061767578125]\n", - "10\n", - 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"name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3\n", - "[765.8017578125, 3215.1962890625, 3388.9326171875]\n", - "3\n", - "4803\n", - "8\n", - "[1528.9925537109375, 345.9052429199219, 798.8156127929688, 550.0204467773438, 1354.239013671875, 1385.6849365234375, 1044.1505126953125, 1231.55126953125]\n", - "8\n", - "4804\n", - "5\n", - "[925.6773681640625, 1085.9114990234375, 1789.9375, 2804.036376953125, 541.999755859375]\n", - "5\n", - "4805\n", - "11\n", - "[844.7515869140625, 1168.9342041015625, 754.8052368164062, 4714.1533203125, 1468.814208984375, 382.6071472167969, 613.9998168945312, 360.6988220214844, 599.561279296875, 2454.548095703125, 2865.31787109375]\n", - "11\n", - "4806\n", - "2\n", - "[1749.0596923828125, 4916.865234375]\n", - "2\n", - "4807\n", - "4\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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1124.248291015625, 2693.912353515625, 2020.8892822265625, 526.15625]\n", - "27\n", - "4844\n", - "5\n", - "[356.4513244628906, 636.1771850585938, 1514.2403564453125, 2343.85986328125, 336.8462219238281]\n", - "5\n", - "4845\n", - "6\n", - "[1304.5003662109375, 377.076416015625, 1630.5843505859375, 549.9716796875, 603.1015014648438, 1163.877685546875]\n", - "6\n", - "4846\n", - "7\n", - "[1503.423828125, 1753.060302734375, 701.897705078125, 4038.106689453125, 1202.894775390625, 364.8305969238281, 1223.1566162109375]\n", - "7" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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6171.34814453125, 13861.0302734375, 1387.145263671875, 22460.927734375, 3295.83544921875, 14869.5439453125, 2854.466552734375, 10904.0380859375]\n", - "30\n", - "5005\n", - "13\n", - "[1194.6033935546875, 1945.7626953125, 1557.633056640625, 1430.0157470703125, 834.8222045898438, 666.400390625, 929.5440673828125, 417.2383117675781, 1219.318115234375, 361.07958984375, 1952.6844482421875, 1292.0653076171875, 459.0845642089844]\n", - "13\n", - "5006\n", - "5\n", - "[1409.7847900390625, 470.1927490234375, 863.8055419921875, 1016.9653930664062, 3027.882568359375]\n", - "5\n", - "5007\n", - "2\n", - "[9390.4296875, 9393.0712890625]\n", - "2\n", - "5008\n", - "7\n", - "[818.1751098632812, 1653.808837890625, 705.8843383789062, 1015.3782958984375, 470.1927795410156, 1615.3204345703125, 705.8843383789062]\n", - "7\n", - "5009\n", - "5\n", - "[355.54071044921875, 613.5897216796875, 3104.198974609375, 6564.9521484375, 2068.556884765625]\n", - "5\n", - "5010\n", - "6\n", - "[2449.3671875, 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326.4815368652344, 386.5051574707031, 632.6908569335938, 2071.385986328125, 459.821533203125, 753.975341796875, 761.2086181640625]\n", - "34\n", - "5165\n", - "2\n", - "[10603.400390625, 2397.9091796875]\n", - "2\n", - "5166\n", - "2\n", - "[15531.2060546875, 3200.89794921875]\n", - "2\n", - "5167\n", - "1\n", - "[24521.130859375]\n", - "1\n", - "5168\n", - "1\n", - "[58286.1484375]\n", - "1\n", - "5169\n", - "2\n", - "[4010.463134765625, 1634.6998291015625]\n", - "2\n", - "5170\n", - "1\n", - "[8256.265625]\n", - "1\n", - "5171\n", - "2\n", - "[1805.2188720703125, 22201.169921875]\n", - "2\n", - "5172\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1\n", - "[5316.68896484375]\n", - "1\n", - "5369\n", - "1\n", - "[5052.82080078125]\n", - "1\n", - "5370\n", - "1\n", - "[21797.2734375]\n", - "1\n", - "5371\n", - "46\n", - "[458.8054504394531, 2188.751708984375, 2026.798828125, 303.0955810546875, 979.552001953125, 4972.7998046875, 594.5618896484375, 568.2430419921875, 1091.43798828125, 1359.890380859375, 3728.95703125, 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"[13011.3076171875]\n", - "1\n", - "5396\n", - "1\n", - "[11794.4677734375]\n", - "1\n", - "5397\n", - "1\n", - "[57578.69921875]\n", - "1\n", - "5398\n", - "3\n", - "[3900.77783203125, 4470.736328125, 3973.538330078125]\n", - "3\n", - "5399\n", - "1\n", - "[21823.24609375]\n", - "1\n", - "5400\n", - "2\n", - "[9438.669921875, 3209.552001953125]\n", - "2\n", - "5401\n", - "2\n", - "[5853.8642578125, 5926.5244140625]\n", - "2\n", - "5402\n", - "1\n", - "[77331.0234375]\n", - "1\n", - "5403\n", - "3\n", - "[616.774169921875, 3134.159423828125, 3060.69873046875]\n", - "3\n", - "5404\n", - "5\n", - "[926.8868408203125, 1221.7158203125, 1519.009765625, 617.2672119140625, 914.0681762695312]\n", - "5\n", - "5405\n", - "2\n", - "[1271.7659912109375, 6610.2255859375]\n", - "2\n", - "5406\n", - "3\n", - "[2551.564697265625, 4881.4462890625, 424.771484375]\n", - "3\n", - "5407\n", - "1\n", - "[7214.896484375]\n", - "1\n", - "5408\n", - "27\n", - "[703.98681640625, 762.446533203125, 2119.370849609375, 1269.646240234375, 772.73876953125, 1020.9867553710938, 2011.19287109375, 3222.283203125, 3638.500244140625, 4761.58544921875, 1030.45556640625, 568.129638671875, 927.9451904296875, 5094.2294921875, 515.43359375, 1594.4683837890625, 10165.390625, 2792.638671875, 9992.5478515625, 534.782958984375, 1573.060546875, 3283.625, 3004.911865234375, 1288.583984375, 2848.3525390625, 1030.8671875, 1012.34130859375]\n", - "27\n", - "5409\n", - "19\n", - "[2303.60107421875, 334.6610107421875, 334.6610107421875, 1995.670166015625, 321.2959289550781, 656.4915161132812, 1994.06640625, 334.1263732910156, 2461.30859375, 2870.279296875, 1640.6942138671875, 5325.1728515625, 3350.352294921875, 7004.3583984375, 2676.218505859375, 990.083251953125, 11379.0087890625, 4919.9443359375, 655.9569091796875]\n", - "19\n", - "5410\n", - "7\n", - "[2840.80126953125, 13147.1826171875, 2198.99072265625, 731.827880859375, 2899.254150390625, 29083.7265625, 8024.38720703125]\n", - "7\n", - "5411\n", - 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311.0077209472656]\n", - "20\n", - "5421\n", - "2\n", - "[981.4974365234375, 16762.052734375]\n", - "2\n", - "5422\n", - "1\n", - "[5508.767578125]\n", - "1\n", - "5423\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6\n", - "[15773.2919921875, 40475.07421875, 2214.061279296875, 5674.4814453125, 8278.7880859375, 1601.7078857421875]\n", - "6\n", - "5424\n", - "1\n", - "[7920.859375]\n", - "1\n", - "5425\n", - "1\n", - "[121218.9375]\n", - "1\n", - "5426\n", - "2\n", - "[1629.337646484375, 4066.20361328125]\n", - "2\n", - "5427\n", - "2\n", - "[10805.0830078125, 3218.42236328125]\n", - "2\n", - 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"[1969.333251953125, 2363.72216796875, 1245.851318359375, 2295.814208984375, 1968.8109130859375, 542.2196655273438, 3069.443359375, 328.5704345703125, 1313.2369384765625]\n", - "9\n", - "5467\n", - "3\n", - "[12573.802734375, 1230.610595703125, 2628.5322265625]\n", - "3\n", - "5468\n", - "12\n", - "[3356.131103515625, 37338.4921875, 1105.8836669921875, 8823.0888671875, 48629.32421875, 7718.3203125, 3154.25, 1905.599853515625, 27071.005859375, 700.44873046875, 3853.58349609375, 3505.0322265625]\n", - "12\n", - "5469\n", - "1\n", - "[35729.19140625]\n", - "1\n", - "5470\n", - "1\n", - "[17864.595703125]\n", - "1\n", - "5471\n", - "44\n", - "[314.1452941894531, 1255.0828857421875, 334.0631408691406, 313.6458740234375, 1568.229248046875, 627.2916870117188, 821.072998046875, 1447.111572265625, 683.1978149414062, 1072.7886962890625, 495.4405822753906, 941.4370727539062, 2195.52099609375, 711.6964111328125, 548.561279296875, 1360.4168701171875, 1447.60693359375, 2224.646484375, 2224.646484375, 1568.728759765625, 313.6458435058594, 833.0593872070312, 313.6458435058594, 313.6458435058594, 1255.0828857421875, 1254.5833740234375, 7217.8505859375, 3451.103515625, 5961.26904296875, 2196.52001953125, 9236.310546875, 1727.6123046875, 313.6458435058594, 314.1452941894531, 313.6458435058594, 314.1452941894531, 1255.582275390625, 941.9364624023438, 313.6458435058594, 313.6458740234375, 1255.0830078125, 313.6458740234375, 628.2905883789062]\n", - "43\n", - "5472\n", - "4\n", - "[4449.29296875, 4452.83544921875, 2224.646484375, 6681.0244140625]\n", - "4\n", - "5473\n", - "3\n", - "[2228.189208984375, 4622.8720703125, 2054.60986328125]\n", - "3\n", - "5474\n", - "1\n", - "[28652.607421875]\n", - "1\n", - "5475\n", - "1\n", - "[53622.234375]\n", - "1\n", - "5476\n", - "2\n", - "[10588.044921875, 8555.83984375]\n", - "2\n", - "5477\n", - "2\n", - "[9009.7353515625, 23015.9765625]\n", - "2\n", - "5478\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "43\n", - "[2442.181640625, 2311.962158203125, 824.1355590820312, 424.40966796875, 5154.87744140625, 326.1783752441406, 1980.49462890625, 1438.962890625, 812.0455322265625, 1259.3758544921875, 1305.720947265625, 1421.599365234375, 652.3567504882812, 1968.404541015625, 535.9904174804688, 1315.2921142578125, 576.7513427734375, 4160.2578125, 3167.23974609375, 4706.2216796875, 5199.5693359375, 341.970947265625, 833.2108154296875, 1914.9771728515625, 593.7633666992188, 1232.5406494140625, 2696.926025390625, 481.6799621582031, 4881.46044921875, 590.3007202148438, 461.65704345703125, 6252.5810546875, 2218.257080078125, 5509.02197265625, 2545.549560546875, 2351.567626953125, 1348.538330078125, 737.6876831054688, 3011.72314453125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "19\n", - "[315.7479248046875, 373.0210876464844, 551.1503295898438, 1077.099853515625, 1046.9385986328125, 450.4144287109375, 769.2158203125, 808.7550659179688, 667.62890625, 1110.8087158203125, 1007.7562255859375, 679.194580078125, 906.7246704101562, 389.3402099609375, 764.1752319335938, 1100.818359375, 617.3453979492188, 795.8125610351562, 875.3175659179688]\n", - "19\n", - "5656\n", - "17\n", - "[765.7906494140625, 337.1056823730469, 657.591552734375, 1772.8631591796875, 1644.9735107421875, 1003.4315795898438, 2657.189453125, 3659.73876953125, 3006.012939453125, 1256.335693359375, 1012.1617431640625, 719.6514282226562, 1286.566650390625, 1475.3636474609375, 334.7254638671875, 396.7520446777344, 1434.8380126953125]\n", - "17\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "18\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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1635.70654296875, 971.7936401367188, 486.14044189453125, 1120.5364990234375, 468.56671142578125]\n", - "10\n", - "5743\n", - "14\n", - "[1000.5250854492188, 825.5440673828125, 416.09686279296875, 2225.95947265625, 3151.899169921875, 2373.20703125, 1113.0899658203125, 459.88665771484375, 819.8792724609375, 1172.7393798828125, 1680.6925048828125, 1228.8857421875, 359.60809326171875, 350.9795837402344]\n", - "14\n", - "5744\n", - "9\n", - "[3131.602783203125, 4769.45068359375, 927.4517822265625, 5351.4462890625, 10076.681640625, 940.4324340820312, 1966.9591064453125, 6159.787109375, 3918.878173828125]\n", - "9\n", - "5745\n", - "5\n", - "[2807.0361328125, 3119.45068359375, 988.7897338867188, 3114.8056640625, 2514.079833984375]\n", - "5\n", - "5746\n", - "10\n", - "[947.3982543945312, 996.6959228515625, 1013.3765869140625, 930.3053588867188, 684.8810424804688, 1664.756591796875, 1326.534423828125, 462.1675720214844, 531.4102783203125, 378.0391540527344]\n", - "10\n", - "5747\n", - "24\n", 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "9\n", - "[343.8620910644531, 935.3871459960938, 1445.1680908203125, 1262.5333251953125, 917.1498413085938, 548.3676147460938, 565.8330688476562, 933.8229370117188, 833.3602294921875]\n", - "9\n", - "5772\n", - "61\n", - "[636.5406494140625, 814.1865234375, 418.3645324707031, 1176.243896484375, 458.9430236816406, 2097.173095703125, 3200.54736328125, 1198.4642333984375, 463.84161376953125, 463.6138000488281, 1664.48046875, 1081.861328125, 890.0115966796875, 404.5207214355469, 621.7864379882812, 1591.3350830078125, 3345.47216796875, 3865.33056640625, 3244.256103515625, 3212.00341796875, 2411.534423828125, 813.9359130859375, 676.7407836914062, 734.9147338867188, 914.9765625, 741.0961303710938, 2289.388671875, 1664.558837890625, 897.1098022460938, 1862.1895751953125, 3231.802490234375, 3425.253662109375, 3529.56298828125, 3319.882568359375, 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13\n", - "5791\n", - "35\n", - "[792.9916381835938, 846.1235961914062, 379.6420593261719, 875.8439331054688, 977.7471313476562, 1047.5982666015625, 934.11376953125, 1308.1064453125, 989.9912719726562, 607.563232421875, 1452.13232421875, 2419.0048828125, 1988.8046875, 1107.7757568359375, 1486.2099609375, 1210.8970947265625, 395.7757568359375, 662.53564453125, 625.0731201171875, 772.7799072265625, 1787.0037841796875, 1317.578125, 685.8328247070312, 934.467041015625, 1291.5858154296875, 887.6708374023438, 892.75830078125, 416.6402587890625, 450.0820007324219, 410.3752136230469, 1033.617919921875, 562.0994262695312, 635.5541381835938, 495.5592041015625, 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3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "8\n", - "5881\n", - "11\n", - "[341.70831298828125, 723.507080078125, 1059.44189453125, 436.0333251953125, 1728.99072265625, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "30\n", - "[358.9872131347656, 438.2940979003906, 748.97802734375, 501.4803771972656, 620.7422485351562, 391.49847412109375, 840.12109375, 334.8558349609375, 1092.4971923828125, 2357.987060546875, 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"text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "70\n", - "[326.0247802734375, 1087.482666015625, 557.985107421875, 413.93438720703125, 1184.5579833984375, 1101.5972900390625, 659.042236328125, 976.3946533203125, 981.8368530273438, 2572.569091796875, 929.0042114257812, 1156.6851806640625, 997.1025390625, 915.7705688476562, 305.12506103515625, 302.7367248535156, 1228.71435546875, 317.7674560546875, 913.300048828125, 651.0433349609375, 2182.7958984375, 1236.1378173828125, 2017.943359375, 3085.285888671875, 2748.180908203125, 1941.662109375, 1572.0721435546875, 1377.9176025390625, 2463.08642578125, 2337.100830078125, 1602.3958740234375, 459.5551452636719, 561.9277954101562, 1383.0897216796875, 1993.55908203125, 2774.272216796875, 2372.984130859375, 3757.792724609375, 3780.95556640625, 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1354.548583984375, 513.9237670898438, 303.18792724609375, 511.54547119140625, 1428.737548828125, 1074.664306640625, 586.6170654296875, 464.7435607910156, 679.443115234375, 345.293212890625, 398.6764221191406]\n", - "21\n", - "6042\n", - "8\n", - "[1582.6287841796875, 1391.7701416015625, 2578.2041015625, 1533.5693359375, 1577.765380859375, 2196.666259765625, 4926.171875, 1332.6256103515625]\n", - "8\n", - "6043\n", - "10\n", - "[310.78387451171875, 1799.1263427734375, 2717.784423828125, 686.6738891601562, 827.4197998046875, 529.7915649414062, 795.1467895507812, 1476.4417724609375, 1058.5970458984375, 862.8079223632812]\n", - "10\n", - "6044\n", - "5\n", - "[393.9821472167969, 573.6238403320312, 3144.614501953125, 2396.384033203125, 635.2222900390625]\n", - "5\n", - "6045\n", - "5\n", - "[2896.406005859375, 5875.3994140625, 1224.2423095703125, 1694.1944580078125, 1012.3167724609375]\n", - "5\n", - "6046\n", - "9\n", - "[611.4376220703125, 1881.3551025390625, 1406.06884765625, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7\n", - "[353.82666015625, 937.5182495117188, 946.6270751953125, 1331.2132568359375, 1617.2694091796875, 749.3692626953125, 1356.206787109375]\n", - "7\n", - "6108\n", - "8\n", - "[670.1528930664062, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "25\n", - "[484.608154296875, 1552.0035400390625, 320.9460144042969, 353.2770080566406, 441.4614562988281, 1369.15673828125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "17\n", - "6219\n", - "9\n", - "[344.1366271972656, 469.39068603515625, 2333.151611328125, 480.775634765625, 1235.31787109375, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "33\n", - "6241\n", - "33\n", - "[373.7174072265625, 1300.6690673828125, 2453.888916015625, 1860.1700439453125, 938.31396484375, 368.0970764160156, 721.2046508789062, 591.3568115234375, 377.3746337890625, 2226.135009765625, 3271.75439453125, 2508.097900390625, 720.8951416015625, 1086.7012939453125, 2905.76318359375, 2478.14990234375, 616.3532104492188, 501.8983154296875, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13\n", - "[1135.3226318359375, 346.8896179199219, 407.03973388671875, 394.1702575683594, 1569.81640625, 1115.0799560546875, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "6637\n", - "167\n", - "[432.7621154785156, 776.8582763671875, 702.7522583007812, 839.699462890625, 522.368896484375, 861.0519409179688, 1497.9383544921875, 694.819091796875, 497.67987060546875, 991.5405883789062, 913.43505859375, 946.283935546875, 409.840087890625, 1663.0369873046875, 2244.108642578125, 679.0587158203125, 746.79150390625, 634.5299072265625, 903.118408203125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": 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777.7034912109375, 445.67291259765625, 1802.98779296875, 11286.9453125, 12997.3818359375, 1486.74462890625, 1183.261474609375, 1914.88525390625, 1886.55810546875, 1070.862548828125, 636.0675659179688, 1080.5601806640625, 3478.9931640625, 14356.689453125, 9755.482421875, 474.55816650390625, 464.77001953125, 2372.002197265625, 2708.430419921875, 5248.07080078125, 4411.66064453125, 2272.17138671875, 3785.353271484375, 9801.5302734375, 9305.673828125, 599.6209106445312, 1340.334716796875, 1334.3397216796875, 1832.5322265625, 788.6629028320312, 1856.42724609375]\n", - "35\n", - "6722\n", - "9\n", - "[444.727294921875, 773.8130493164062, 595.08740234375, 607.2868041992188, 1344.708740234375, 2036.0533447265625, 1626.96875, 1046.907470703125, 1289.3074951171875]\n", - "9\n", - "6723\n", - "6\n", - "[767.2567138671875, 765.59619140625, 2075.951416015625, 2482.982421875, 343.08966064453125, 600.0101318359375]\n", - "6\n", - "6724\n", - "21\n", - "[865.041015625, 1865.1494140625, 796.4193115234375, 488.62860107421875, 308.12744140625, 413.8059387207031, 1335.0828857421875, 2394.293212890625, 402.3819274902344, 556.9005737304688, 1505.28369140625, 821.410888671875, 492.9061279296875, 513.6104736328125, 1110.0677490234375, 1556.72412109375, 933.1510620117188, 1181.7105712890625, 1204.1505126953125, 986.4307250976562, 564.8177490234375]\n", - "21\n", - "6725\n", - "5\n", - "[320.1595764160156, 674.8931884765625, 1963.952392578125, 4101.966796875, 3013.176513671875]\n", - "5\n", - "6726\n", - "9\n", - "[476.1083679199219, 2271.907470703125, 2544.52490234375, 400.9591369628906, 1510.4293212890625, 2416.517578125, 1674.7078857421875, 606.827880859375, 1057.38916015625]\n", - "9\n", - "6727\n", - "7\n", - "[344.8651123046875, 896.5800170898438, 433.0724182128906, 373.8804626464844, 1489.59814453125, 1080.3199462890625, 699.2760009765625]\n", - "7\n", - "6728\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - 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383.32037353515625, 349.2178039550781, 479.03680419921875, 325.02587890625, 2169.35302734375, 3939.419677734375, 4565.984375, 2835.0576171875, 2835.789306640625, 1134.1630859375, 1134.36962890625, 2711.4365234375, 3856.203369140625, 4318.91015625, 3299.4189453125, 2544.211669921875, 2593.343017578125, 437.5717468261719, 679.4976196289062, 1581.788818359375, 2382.046630859375, 2293.443603515625, 1724.0362548828125, 306.98193359375, 492.20404052734375]\n", - "33\n", - "6743\n", - "8\n", - "[647.057861328125, 557.1502685546875, 766.8991088867188, 2648.2265625, 584.310546875, 1563.29931640625, 1500.66552734375, 804.0325927734375]\n", - "8\n", - "6744\n", - "7\n", - "[496.37939453125, 491.8941345214844, 1353.993408203125, 2244.432373046875, 1605.3218994140625, 468.08990478515625, 510.0392150878906]\n", - "7\n", - "6745\n", - "8\n", - "[742.479736328125, 1209.0504150390625, 385.7472229003906, 2425.90185546875, 329.0394287109375, 590.9642944335938, 974.3933715820312, 655.2353515625]\n", - 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "9\n", - "6749\n", - "29\n", - "[546.42041015625, 367.30523681640625, 1560.8515625, 2114.920166015625, 881.1614990234375, 718.3671875, 1872.595703125, 1648.050048828125, 2127.183837890625, 1586.449951171875, 604.4257202148438, 2064.68017578125, 2610.787841796875, 2541.741943359375, 1776.9586181640625, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "34\n", - "[433.593505859375, 341.7342529296875, 333.2872314453125, 658.9591064453125, 614.5689697265625, 302.38018798828125, 619.2734375, 1416.409912109375, 2877.995361328125, 2866.679443359375, 953.3965454101562, 408.6290588378906, 3165.852783203125, 3469.159423828125, 534.8658447265625, 710.9345703125, 1976.927734375, 650.8900756835938, 2772.0478515625, 2111.2490234375, 1132.1961669921875, 379.6725769042969, 327.0075988769531, 889.8844604492188, 1683.1549072265625, 918.8820190429688, 774.0172729492188, 355.9527587890625, 1344.540771484375, 2137.3525390625, 2541.6083984375, 837.0692749023438, 796.7213134765625, 389.8365478515625]\n", - "34\n", - "6858\n", - "10\n", - "[1311.532958984375, 691.6290893554688, 716.8992309570312, 333.98944091796875, 1114.7789306640625, 1378.55126953125, 1601.5286865234375, 1040.893798828125, 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prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5\n", - "[766.7167358398438, 1242.350830078125, 1523.2490234375, 1216.1163330078125, 522.762939453125]\n", - "5\n", - "6879\n", - "40\n", - "[675.3489379882812, 505.7943420410156, 373.56732177734375, 1142.8377685546875, 304.4193420410156, 1231.556640625, 3476.490478515625, 3236.484130859375, 2609.863037109375, 3215.88818359375, 1778.4744873046875, 2592.754150390625, 993.3645629882812, 1444.1861572265625, 3939.222900390625, 4058.093994140625, 3865.515869140625, 3692.8515625, 3087.23828125, 3119.929443359375, 2809.248046875, 402.1195068359375, 1865.9537353515625, 3629.030517578125, 3320.313720703125, 1020.2783203125, 1311.4359130859375, 2356.813720703125, 2162.94873046875, 763.0856323242188, 884.53857421875, 2812.773681640625, 2939.596435546875, 494.3811950683594, 306.89410400390625, 559.2487182617188, 411.5682678222656, 324.646484375, 936.0457153320312, 467.53173828125]\n", - "40\n", - "6880\n", - "19\n", - "[528.978759765625, 1026.7161865234375, 505.4911804199219, 1080.07373046875, 893.198486328125, 692.742431640625, 849.3419189453125, 853.5584106445312, 867.1690063476562, 1704.0323486328125, 1075.6949462890625, 1453.2305908203125, 887.5337524414062, 836.7223510742188, 1745.1805419921875, 1392.2559814453125, 1049.4305419921875, 1647.5050048828125, 1737.725830078125]\n", - "19\n", - "6881\n", - "18\n", - "[716.2640991210938, 471.52783203125, 1717.4837646484375, 366.5623779296875, 396.9678649902344, 835.0418701171875, 1615.4468994140625, 1962.96630859375, 447.32452392578125, 785.3270874023438, 1197.3592529296875, 1158.8929443359375, 1213.213134765625, 1533.523193359375, 1327.3304443359375, 1458.5118408203125, 406.9434509277344, 381.76861572265625]\n", - "18\n", - "6882\n", - "19\n", - "[1134.2119140625, 455.1800842285156, 957.3578491210938, 1403.460205078125, 1347.735595703125, 1156.8896484375, 1972.0660400390625, 2503.705078125, 1518.4415283203125, 370.9762878417969, 423.0038146972656, 1853.80029296875, 2497.00830078125, 2737.991943359375, 1411.8653564453125, 301.9033203125, 1041.16552734375, 689.6898193359375, 400.71392822265625]\n", - "19\n", - "6883\n", - "8\n", - "[556.7415771484375, 1015.6078491210938, 1620.2869873046875, 771.3373413085938, 492.3570861816406, 1412.4443359375, 1635.20751953125, 534.4638061523438]\n", - "8\n", - "6884\n", - "5\n", - "[938.57177734375, 2980.5947265625, 524.6348266601562, 679.0272216796875, 1558.6875]\n", - "5\n", - "6885\n", - "8\n", - "[604.1629638671875, 823.0870361328125, 515.2513427734375, 831.1707763671875, 768.5625, 1258.575927734375, 1196.0771484375, 748.85546875]\n", - 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436.21588134765625, 781.6610717773438, 1138.6539306640625, 332.4598693847656]\n", - "11\n", - "6889\n", - "4\n", - "[2175.4677734375, 2822.0751953125, 1017.4617919921875, 991.15869140625]\n", - "4\n", - "6890\n", - "10\n", - "[471.5188293457031, 681.65966796875, 1127.8118896484375, 990.9835205078125, 1210.747314453125, 868.8386840820312, 872.654052734375, 361.9142150878906, 477.20294189453125, 423.6954650878906]\n", - "10\n", - "6891\n", - "6\n", - "[674.555419921875, 391.9651794433594, 1870.6446533203125, 980.01318359375, 1022.20947265625, 769.5801391601562]\n", - "6\n", - "6892\n", - "12\n", - "[2276.307861328125, 2115.851806640625, 812.0859375, 1495.018310546875, 2533.06884765625, 2746.822509765625, 945.7150268554688, 321.21136474609375, 1390.23291015625, 717.7265014648438, 535.492431640625, 698.33935546875]\n", - "12\n", - "6893\n", - "27\n", - "[539.5822143554688, 525.55419921875, 397.7956848144531, 333.1633605957031, 1788.7861328125, 888.4717407226562, 614.7035522460938, 775.8881225585938, 421.6089172363281, 980.4661254882812, 586.6179809570312, 132.596923828125, 1330.581298828125, 498.7138671875, 411.2134094238281, 2008.49462890625, 2126.197265625, 567.1165161132812, 594.7296142578125, 371.55096435546875, 2110.318603515625, 2477.779296875, 649.8228759765625, 389.841552734375, 625.620849609375, 877.490478515625, 584.2061157226562]\n", - "27\n", - "6894\n", - "8\n", - "[512.9979248046875, 857.5315551757812, 1798.9761962890625, 1845.1942138671875, 882.7831420898438, 534.5868530273438, 1218.25927734375, 705.399658203125]\n", - "8\n", - "6895\n", - "6\n", - "[1120.4964599609375, 2048.573486328125, 1406.77490234375, 341.4503173828125, 1257.7440185546875, 966.658203125]\n", - "6\n", - "6896\n", - "6\n", - "[446.2643127441406, 2090.384033203125, 3275.167236328125, 1276.9976806640625, 742.6165771484375, 714.7242431640625]\n", - "6\n", - "6897\n", - "7\n", - "[779.2559204101562, 2075.7392578125, 1554.828125, 1257.200927734375, 345.534423828125, 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2807.0146484375, 509.2709045410156, 368.4475402832031, 1475.3892822265625, 1390.5064697265625, 772.4979858398438, 348.7987060546875]\n", - "24\n", - "6904\n", - "7\n", - "[384.62628173828125, 448.0470275878906, 627.4845581054688, 904.3738403320312, 406.2241516113281, 2337.568115234375, 503.0576477050781]\n", - "7\n", - "6905\n", - "6\n", - "[847.514892578125, 325.03515625, 543.9814453125, 2707.56591796875, 718.0452880859375, 1029.2655029296875]\n", - "6\n", - "6906\n", - "4\n", - "[659.3422241210938, 1485.2685546875, 1667.4559326171875, 1279.952392578125]\n", - "4\n", - "6907\n", - "10\n", - "[385.0570373535156, 1693.5244140625, 1622.8302001953125, 2454.5849609375, 2155.267578125, 1318.3997802734375, 539.0858764648438, 875.2232666015625, 1963.484130859375, 1050.8499755859375]\n", - "10\n", - "6908\n", - "5\n", - "[403.36199951171875, 1341.151611328125, 1983.3050537109375, 724.6370239257812, 1282.2662353515625]\n", - "5\n", - "6909\n", - "7\n", - "[1024.603271484375, 859.0643310546875, 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"stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "9\n", - "[1212.854736328125, 2169.77685546875, 1218.11669921875, 594.9011840820312, 1262.2327880859375, 1018.32958984375, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"7067\n", - "10\n", - "[453.89093017578125, 510.58465576171875, 383.31591796875, 662.9278564453125, 745.689453125, 660.7644653320312, 305.5256042480469, 638.2318115234375, 1169.4461669921875, 798.3991088867188]\n", - "10\n", - "7068\n", - "5\n", - "[1562.3818359375, 1346.384033203125, 534.9124145507812, 1259.735107421875, 323.0452575683594]\n", - "5\n", - "7069\n", - "23\n", - "[957.646484375, 424.270263671875, 632.7254028320312, 2872.727294921875, 3053.789306640625, 459.0445861816406, 310.741943359375, 3834.987060546875, 6274.05859375, 2292.815673828125, 839.982177734375, 2552.398193359375, 7592.5458984375, 6439.2763671875, 2384.40185546875, 600.3902587890625, 477.1051940917969, 2112.920166015625, 2054.644775390625, 851.4993896484375, 478.2717590332031, 1857.971923828125, 1144.37158203125]\n", - "23\n", - "7070\n", - "6\n", - "[738.1089477539062, 2187.474609375, 2210.604248046875, 1204.69384765625, 756.5831298828125, 335.6746826171875]\n", - "6\n", - "7071\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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"7\n", - "7083\n", - "9\n", - "[554.8571166992188, 1055.7579345703125, 623.508056640625, 1210.9373779296875, 1651.8585205078125, 638.1574096679688, 925.3265380859375, 1074.9273681640625, 309.5309143066406]\n", - "9\n", - "7084\n", - "33\n", - "[448.89508056640625, 618.856201171875, 495.88360595703125, 529.1563110351562, 1159.6944580078125, 514.174560546875, 423.9207763671875, 788.2774658203125, 3081.62158203125, 2401.22802734375, 2031.742431640625, 908.8251953125, 427.8395690917969, 635.8299560546875, 2670.220703125, 4255.2880859375, 3831.483642578125, 2325.383544921875, 791.5028076171875, 445.55804443359375, 885.1122436523438, 1583.7689208984375, 966.5276489257812, 1321.6737060546875, 2403.47607421875, 1836.0623779296875, 1382.0755615234375, 455.2247619628906, 1483.89501953125, 998.2132568359375, 544.7664184570312, 571.6675415039062, 1344.6746826171875]\n", - "33\n", - "7085\n", - "6\n", - "[419.958984375, 792.2555541992188, 1142.0672607421875, 1052.5177001953125, 760.4235229492188, 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "8\n", - "[896.4471435546875, 1801.51318359375, 1904.83642578125, 561.499755859375, 763.3878784179688, 1361.8226318359375, 1246.5975341796875, 540.5363159179688]\n", - "8\n", - "7144\n", - "19\n", - "[582.9330444335938, 745.9306030273438, 371.7377624511719, 1834.0079345703125, 1655.6326904296875, 1223.575927734375, 1048.3851318359375, 1377.17431640625, 2276.460205078125, 2069.63427734375, 1923.3634033203125, 315.09283447265625, 452.8787536621094, 2638.103759765625, 1876.7750244140625, 1078.291259765625, 1383.8992919921875, 1482.462158203125, 437.8092956542969]\n", - "19\n", - "7145\n", - "8\n", - "[419.0417175292969, 984.1353149414062, 2440.506591796875, 1962.4752197265625, 631.9520263671875, 2821.320556640625, 1247.6346435546875, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "24\n", - "[403.7310791015625, 1007.9879760742188, 547.0657958984375, 691.0221557617188, 551.7970581054688, 460.2361755371094, 875.05908203125, 1387.302490234375, 1746.72265625, 1289.5682373046875, 411.6305236816406, 606.75927734375, 1259.251708984375, 1546.81640625, 1392.444091796875, 754.7589111328125, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "7259\n", - "7\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5\n", - "[1035.02587890625, 1282.078857421875, 523.546630859375, 3342.718994140625, 1476.536376953125]\n", - "5\n", - "7284\n", - "59\n", - "[384.9693298339844, 496.9757080078125, 709.492919921875, 868.7374267578125, 819.3450927734375, 782.7066650390625, 343.0645751953125, 861.6507568359375, 1001.3836059570312, 804.1895751953125, 647.4834594726562, 957.7874145507812, 1084.146240234375, 1102.9759521484375, 833.0000610351562, 617.87744140625, 952.5443115234375, 1119.9208984375, 900.7567138671875, 1199.5587158203125, 803.600341796875, 485.5303955078125, 460.12457275390625, 927.977783203125, 1042.365234375, 1025.2269287109375, 1272.769775390625, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13\n", - "[368.9262390136719, 501.586669921875, 317.51397705078125, 312.63214111328125, 455.8837585449219, 2597.3017578125, 3903.96533203125, 621.9436645507812, 519.055419921875, 2896.08349609375, 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prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "23\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10\n", - "7373\n", - "88\n", 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6\n", - "[544.2610473632812, 454.3167724609375, 1970.3306884765625, 614.6428833007812, 1542.176513671875, 894.2066650390625]\n", - "6\n", - "7640\n", - "8\n", - "[436.81182861328125, 371.11065673828125, 477.7751159667969, 529.6531982421875, 1196.2760009765625, 474.3498229980469, 1373.677001953125, 946.6666259765625]\n", - "8\n", - "7641\n", - "17\n", - "[487.5159606933594, 468.8187255859375, 991.6720581054688, 772.16357421875, 332.72735595703125, 1124.8790283203125, 1288.0931396484375, 442.60931396484375, 1544.762939453125, 2255.585205078125, 2002.1884765625, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12\n", - "[719.6864013671875, 1586.079345703125, 509.4709777832031, 1254.030517578125, 1077.0682373046875, 890.7544555664062, 505.3959045410156, 1564.18359375, 1898.7816162109375, 831.2373046875, 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DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "18\n", - "[436.94952392578125, 594.8051147460938, 384.04205322265625, 2016.9383544921875, 1141.5504150390625, 342.93377685546875, 1233.8116455078125, 2523.5048828125, 1608.4381103515625, 1591.4698486328125, 514.7694091796875, 704.0765380859375, 2011.7098388671875, 2616.716796875, 2731.615234375, 345.4816589355469, 519.239501953125, 1146.0274658203125]\n", - "18\n", - "7705\n", - "8\n", - "[381.75579833984375, 789.4638671875, 927.6383056640625, 1338.93701171875, 1231.18310546875, 641.9906005859375, 535.9193725585938, 708.6846923828125]\n", - "8\n", - "7706\n", - "18\n", - "[384.6752014160156, 371.486328125, 793.9799194335938, 648.2732543945312, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "7793\n", - "8\n", - "[452.617431640625, 304.23736572265625, 866.2178344726562, 917.5365600585938, 1192.2506103515625, 1818.8616943359375, 336.1231384277344, 306.3055419921875]\n", - "8\n", - "7794\n", - "5\n", - "[942.4387817382812, 607.24365234375, 461.93304443359375, 1970.4505615234375, 1418.9739990234375]\n", - "5\n", - "7795\n", - "6\n", - "[941.3351440429688, 702.8960571289062, 1702.0985107421875, 581.7050170898438, 474.7670593261719, 654.6911010742188]\n", - "6\n", - "7796\n", - "12\n", - "[617.30859375, 750.617919921875, 445.6568298339844, 1139.208984375, 451.8667297363281, 1298.340576171875, 2059.640380859375, 1305.7203369140625, 879.9833374023438, 954.4422607421875, 659.6549682617188, 360.850341796875]\n", - "12\n", - 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1540.7508544921875]\n", - "11\n", - "7801\n", - "6\n", - "[367.1275939941406, 1585.5950927734375, 1634.3663330078125, 322.72027587890625, 1785.6197509765625, 349.50372314453125]\n", - "6\n", - "7802\n", - "10\n", - "[410.6896667480469, 553.2506103515625, 661.0740966796875, 1019.8677978515625, 1245.8592529296875, 584.58642578125, 890.8466796875, 1814.748046875, 309.948486328125, 657.9020385742188]\n", - "10\n", - "7803\n", - "22\n", - "[344.0696105957031, 433.61572265625, 329.7469787597656, 914.3985595703125, 344.7763977050781, 332.5948791503906, 719.7780151367188, 473.2646484375, 614.8143920898438, 515.9000244140625, 807.0997924804688, 3208.56103515625, 2659.068115234375, 356.60455322265625, 413.8605651855469, 454.41717529296875, 4576.19873046875, 5145.6962890625, 1400.38525390625, 792.8325805664062, 314.6551513671875, 951.3173828125]\n", - "22\n", - "7804\n", - "14\n", - "[936.91845703125, 2480.405517578125, 735.8953247070312, 752.3037109375, 438.0019226074219, 1466.3304443359375, 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1622.7869873046875, 419.4314880371094, 699.28564453125, 587.1493530273438]\n", - "6\n", - "7815\n", - "36\n", - "[373.10009765625, 564.72314453125, 446.91644287109375, 1198.3018798828125, 336.6333312988281, 302.13323974609375, 556.70654296875, 718.8521118164062, 1219.7086181640625, 317.38690185546875, 991.1387939453125, 1773.545166015625, 829.917236328125, 683.4744873046875, 1605.6026611328125, 1406.92333984375, 2003.901123046875, 714.6218872070312, 1089.562255859375, 678.4725341796875, 1630.8267822265625, 1708.2177734375, 2318.459228515625, 1470.1962890625, 955.27587890625, 387.016845703125, 877.1260986328125, 423.6849365234375, 737.03515625, 1916.694580078125, 894.6484375, 664.1583251953125, 1016.236328125, 465.9563903808594, 362.7142333984375, 331.7113952636719]\n", - "36\n", - "7816\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "26\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6\n", - 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6\n", - "[456.5051574707031, 803.470947265625, 1202.2703857421875, 392.2728271484375, 2449.260986328125, 433.9554748535156]\n", - "6\n", - "7951\n", - "6\n", - "[976.7506713867188, 793.8931884765625, 1155.4332275390625, 428.28643798828125, 2063.419921875, 1125.8333740234375]\n", - "6\n", - "7952\n", - "66\n", - "[725.3413696289062, 2876.590576171875, 1099.4322509765625, 727.256591796875, 1009.9298706054688, 2377.396240234375, 1638.7037353515625, 1254.5238037109375, 2400.880126953125, 1765.029052734375, 1138.8638916015625, 2507.60302734375, 1731.330810546875, 701.30810546875, 1960.5426025390625, 3617.648193359375, 3286.371337890625, 3008.946044921875, 3805.416259765625, 2108.984375, 2063.551025390625, 1352.4903564453125, 585.4573364257812, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "203\n", - "[456.65179443359375, 491.010498046875, 566.1030883789062, 451.2615661621094, 768.7392578125, 912.1847534179688, 1568.583740234375, 342.29254150390625, 753.0587768554688, 1215.8515625, 3440.293701171875, 3181.142822265625, 1436.096923828125, 974.1486206054688, 777.2124633789062, 833.750732421875, 1153.7344970703125, 3878.025634765625, 3839.630615234375, 3707.893310546875, 1069.71533203125, 421.3822021484375, 1604.511474609375, 1741.314697265625, 1706.0220947265625, 1985.61376953125, 3678.10107421875, 3756.97021484375, 3594.22216796875, 2274.8525390625, 902.4893188476562, 1402.7552490234375, 1384.61669921875, 408.0938415527344, 380.37115478515625, 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"C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n", - "C:\\Users\\war-machine\\Anaconda2\\envs\\gostnets2\\lib\\site-packages\\ipykernel_launcher.py:29: DeprecationWarning: Right multiplication will be prohibited in version 3.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7\n", - "[348.8678283691406, 777.5620727539062, 1142.4613037109375, 461.3914489746094, 414.3523864746094, 1286.73974609375, 1477.8094482421875]\n", - "7\n", - "Wall time: 1min 9s\n" - ] - } - ], + "outputs": [], "source": [ "%%time\n", "\n", @@ -44534,7 +193,7 @@ " # geometry\n", " d[\"geometry\"] = d.apply(lambda row: Point(row[\"x\"], row[\"y\"]), axis=1)\n", "\n", - " # exlude pixels with value less than 77\n", + " # exclude pixels with value less than 77\n", " print(len(d))\n", "\n", " # print(d)\n", @@ -44548,7 +207,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -44559,20 +218,9 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "1149.6275634765625" - ] - }, - "execution_count": 49, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "UZB_pop_median" ] @@ -44586,11 +234,11 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "# Psuedocode\n", + "# Pseudocode\n", "\n", "# for each Shape/FUA:\n", "# pixel_count_below_median = 0\n", @@ -44605,32623 +253,9 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1000.0 1000.0\n", - "0\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "new_temp_gdf\n", - "1\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "2\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4\n", - "pixel_share_below_median is: 0.4642857142857143\n", - "pixel_share_above_median is: 0.5357142857142857\n", - "Sprawl index is: 0.4642857142857143\n", - "5\n", - "pixel_share_below_median is: 0.4782608695652174\n", - "pixel_share_above_median is: 0.5217391304347826\n", - "Sprawl index is: 0.4782608695652174\n", - "6\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "7\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "8\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "9\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "10\n", - "pixel_share_below_median is: 0.2636363636363636\n", - "pixel_share_above_median is: 0.7363636363636363\n", - "Sprawl index is: 0.26363636363636367\n", - "11\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "12\n", - "pixel_share_below_median is: 0.5882352941176471\n", - "pixel_share_above_median is: 0.4117647058823529\n", - "Sprawl index is: 0.5882352941176471\n", - "13\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "14\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "15\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "16\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "17\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "18\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "19\n", - "pixel_share_below_median is: 0.2608695652173913\n", - "pixel_share_above_median is: 0.7391304347826086\n", - "Sprawl index is: 0.26086956521739135\n", - "20\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "21\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "22\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "23\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "24\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "25\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "26\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "27\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "28\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "29\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "30\n", - "pixel_share_below_median is: 0.56\n", - "pixel_share_above_median is: 0.44\n", - "Sprawl index is: 0.56\n", - "31\n", - "pixel_share_below_median is: 0.4339622641509434\n", - "pixel_share_above_median is: 0.5660377358490566\n", - "Sprawl index is: 0.4339622641509434\n", - "32\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "33\n", - "pixel_share_below_median is: 0.5263157894736842\n", - "pixel_share_above_median is: 0.47368421052631576\n", - "Sprawl index is: 0.5263157894736842\n", - "34\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "35\n", - "pixel_share_below_median is: 0.23076923076923078\n", - "pixel_share_above_median is: 0.7692307692307693\n", - "Sprawl index is: 0.23076923076923073\n", - "36\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "37\n", - "pixel_share_below_median is: 0.6842105263157895\n", - "pixel_share_above_median is: 0.3157894736842105\n", - "Sprawl index is: 0.6842105263157895\n", - "38\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "39\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "40\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "41\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "42\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "43\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "44\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "45\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "46\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "47\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "48\n", - "pixel_share_below_median is: 0.9047619047619048\n", - "pixel_share_above_median is: 0.09523809523809523\n", - "Sprawl index is: 0.9047619047619048\n", - "49\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "50\n", - "pixel_share_below_median is: 0.3409090909090909\n", - "pixel_share_above_median is: 0.6590909090909091\n", - "Sprawl index is: 0.34090909090909094\n", - "51\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "52\n", - "pixel_share_below_median is: 0.47058823529411764\n", - "pixel_share_above_median is: 0.5294117647058824\n", - "Sprawl index is: 0.47058823529411764\n", - "53\n", - "pixel_share_below_median is: 0.39101123595505616\n", - "pixel_share_above_median is: 0.6089887640449438\n", - "Sprawl index is: 0.39101123595505616\n", - "54\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "55\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "56\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "57\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "58\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "66\n", - "pixel_share_below_median is: 0.42\n", - "pixel_share_above_median is: 0.58\n", - "Sprawl index is: 0.42000000000000004\n", - "67\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "68\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "69\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "70\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "71\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "72\n", - 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"Sprawl index is: 0.6\n", - "79\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "80\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "81\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "82\n", - "pixel_share_below_median is: 0.4375\n", - "pixel_share_above_median is: 0.5625\n", - "Sprawl index is: 0.4375\n", - "83\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "84\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "85\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "86\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "87\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "88\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "89\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "90\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "91\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "92\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "93\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "94\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "95\n", - "pixel_share_below_median is: 0.36\n", - "pixel_share_above_median is: 0.64\n", - "Sprawl index is: 0.36\n", - "96\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "97\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "98\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "99\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "100\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "101\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "102\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "103\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "104\n", - "pixel_share_below_median is: 0.65625\n", - "pixel_share_above_median is: 0.34375\n", - "Sprawl index is: 0.65625\n", - "105\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "106\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "107\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "108\n", - "pixel_share_below_median is: 0.33070866141732286\n", - "pixel_share_above_median is: 0.6692913385826772\n", - "Sprawl index is: 0.3307086614173228\n", - "109\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "110\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "111\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "112\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "113\n", - "pixel_share_below_median is: 0.28164556962025317\n", - "pixel_share_above_median is: 0.7183544303797469\n", - "Sprawl index is: 0.2816455696202531\n", - "114\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "115\n", - "pixel_share_below_median is: 0.30434782608695654\n", - "pixel_share_above_median is: 0.6956521739130435\n", - "Sprawl index is: 0.30434782608695654\n", - "116\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "117\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "118\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "119\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "120\n", - "pixel_share_below_median is: 0.29850746268656714\n", - "pixel_share_above_median is: 0.7014925373134329\n", - "Sprawl index is: 0.29850746268656714\n", - "121\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "122\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "123\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "124\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "125\n", - "pixel_share_below_median is: 0.8421052631578947\n", - "pixel_share_above_median is: 0.15789473684210525\n", - "Sprawl index is: 0.8421052631578947\n", - "126\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "127\n", - "pixel_share_below_median is: 0.3157894736842105\n", - "pixel_share_above_median is: 0.6842105263157895\n", - "Sprawl index is: 0.3157894736842105\n", - "128\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "129\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "130\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "131\n", - "pixel_share_below_median is: 0.4782608695652174\n", - "pixel_share_above_median is: 0.5217391304347826\n", - "Sprawl index is: 0.4782608695652174\n", - "132\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "133\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "134\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "135\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "136\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "137\n", - "pixel_share_below_median is: 0.29411764705882354\n", - "pixel_share_above_median is: 0.7058823529411765\n", - "Sprawl index is: 0.2941176470588235\n", - "138\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "139\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "140\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "141\n", - "pixel_share_below_median is: 0.3076923076923077\n", - "pixel_share_above_median is: 0.6923076923076923\n", - "Sprawl index is: 0.3076923076923077\n", - "142\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "143\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "144\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "145\n", - "pixel_share_below_median is: 0.35294117647058826\n", - "pixel_share_above_median is: 0.6470588235294118\n", - "Sprawl index is: 0.3529411764705882\n", - "146\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "147\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "148\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "149\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "150\n", - "pixel_share_below_median is: 0.85\n", - "pixel_share_above_median is: 0.15\n", - "Sprawl index is: 0.85\n", - "151\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "152\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "153\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "154\n", - "pixel_share_below_median is: 0.5217391304347826\n", - "pixel_share_above_median is: 0.4782608695652174\n", - "Sprawl index is: 0.5217391304347826\n", - "155\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "156\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "157\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "158\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "159\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "160\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "161\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "162\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "163\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "164\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "165\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "166\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "167\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "168\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "169\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "170\n", - "pixel_share_below_median is: 0.7058823529411765\n", - "pixel_share_above_median is: 0.29411764705882354\n", - "Sprawl index is: 0.7058823529411765\n", - "171\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "172\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "173\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "174\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "175\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "176\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "177\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "178\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "179\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "180\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "181\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "182\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "183\n", - "pixel_share_below_median is: 0.33136094674556216\n", - "pixel_share_above_median is: 0.6686390532544378\n", - "Sprawl 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"pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "192\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "193\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "194\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "195\n", - "pixel_share_below_median is: 0.2962962962962963\n", - "pixel_share_above_median is: 0.7037037037037037\n", - "Sprawl index is: 0.2962962962962963\n", - "196\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "197\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "220\n", - "pixel_share_below_median is: 0.7551020408163265\n", - "pixel_share_above_median is: 0.24489795918367346\n", - "Sprawl index is: 0.7551020408163265\n", - "221\n", - "pixel_share_below_median is: 0.24358974358974358\n", - "pixel_share_above_median is: 0.7564102564102564\n", - "Sprawl index is: 0.2435897435897436\n", - "222\n", - "pixel_share_below_median is: 0.2777777777777778\n", - "pixel_share_above_median is: 0.7222222222222222\n", - "Sprawl index is: 0.2777777777777778\n", - "223\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "224\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "225\n", - "pixel_share_below_median is: 0.75\n", - 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- "Sprawl index is: 0.7142857142857143\n", - "318\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "319\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "320\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "321\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "322\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "323\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "324\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "325\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "326\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "327\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "328\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "329\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "330\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "331\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "332\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "333\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "334\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "335\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "336\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "337\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "338\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "339\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "340\n", - "pixel_share_below_median is: 0.7894736842105263\n", - "pixel_share_above_median is: 0.21052631578947367\n", - "Sprawl index is: 0.7894736842105263\n", - "341\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "342\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "343\n", - "pixel_share_below_median is: 0.9047619047619048\n", - "pixel_share_above_median is: 0.09523809523809523\n", - "Sprawl index is: 0.9047619047619048\n", - "344\n", - "pixel_share_below_median is: 0.525\n", - "pixel_share_above_median is: 0.475\n", - "Sprawl index is: 0.525\n", - "345\n", - "pixel_share_below_median is: 0.5238095238095238\n", - "pixel_share_above_median is: 0.47619047619047616\n", - "Sprawl index is: 0.5238095238095238\n", - "346\n", - "pixel_share_below_median is: 0.3037037037037037\n", - "pixel_share_above_median is: 0.6962962962962963\n", - "Sprawl index is: 0.3037037037037037\n", - "347\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "348\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "349\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "350\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "351\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "352\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "353\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "354\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "355\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "356\n", - "pixel_share_below_median is: 0.42196531791907516\n", - "pixel_share_above_median is: 0.5780346820809249\n", - "Sprawl index is: 0.4219653179190751\n", - "357\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "358\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "359\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "360\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "361\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "362\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "363\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "364\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "365\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "366\n", - "pixel_share_below_median is: 0.5238095238095238\n", - "pixel_share_above_median is: 0.47619047619047616\n", - "Sprawl index is: 0.5238095238095238\n", - "367\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "368\n", - "pixel_share_below_median is: 0.5641025641025641\n", - "pixel_share_above_median is: 0.4358974358974359\n", - "Sprawl index is: 0.5641025641025641\n", - "369\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "370\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "371\n", - "pixel_share_below_median is: 0.6976744186046512\n", - "pixel_share_above_median is: 0.3023255813953488\n", - "Sprawl index is: 0.6976744186046512\n", - "372\n", - "pixel_share_below_median is: 0.8421052631578947\n", - "pixel_share_above_median is: 0.15789473684210525\n", - "Sprawl index is: 0.8421052631578947\n", - "373\n", - "pixel_share_below_median is: 0.7619047619047619\n", - "pixel_share_above_median is: 0.23809523809523808\n", - "Sprawl index is: 0.7619047619047619\n", - "374\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "375\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "376\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "377\n", - "pixel_share_below_median is: 0.5111111111111111\n", - "pixel_share_above_median is: 0.4888888888888889\n", - "Sprawl index is: 0.5111111111111111\n", - "378\n", - "pixel_share_below_median is: 0.7105263157894737\n", - "pixel_share_above_median is: 0.2894736842105263\n", - "Sprawl index is: 0.7105263157894737\n", - "379\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "380\n", - "pixel_share_below_median is: 0.64\n", - "pixel_share_above_median is: 0.36\n", - "Sprawl index is: 0.64\n", - "381\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "382\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "383\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "384\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "385\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "386\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "387\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "388\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "389\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "390\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "391\n", - "pixel_share_below_median is: 0.4915254237288136\n", - "pixel_share_above_median is: 0.5084745762711864\n", - "Sprawl index is: 0.4915254237288136\n", - "392\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "393\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "394\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "395\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "396\n", - "pixel_share_below_median is: 0.47619047619047616\n", - "pixel_share_above_median is: 0.5238095238095238\n", - "Sprawl index is: 0.47619047619047616\n", - "397\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "398\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "399\n", - "pixel_share_below_median is: 0.6111111111111112\n", - "pixel_share_above_median is: 0.3888888888888889\n", - "Sprawl index is: 0.6111111111111112\n", - "400\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "401\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "402\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "403\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "404\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "405\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "406\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "407\n", - "pixel_share_below_median is: 0.4090909090909091\n", - "pixel_share_above_median is: 0.5909090909090909\n", - "Sprawl index is: 0.40909090909090906\n", - "408\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "409\n", - "pixel_share_below_median is: 0.39473684210526316\n", - "pixel_share_above_median is: 0.6052631578947368\n", - "Sprawl index is: 0.39473684210526316\n", - "410\n", - "pixel_share_below_median is: 0.5892857142857143\n", - "pixel_share_above_median is: 0.4107142857142857\n", - "Sprawl index is: 0.5892857142857143\n", - "411\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "412\n", - "pixel_share_below_median is: 0.42694300518134715\n", - "pixel_share_above_median is: 0.5730569948186528\n", - "Sprawl index is: 0.4269430051813472\n", - "413\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "414\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "415\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "416\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "417\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "418\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "419\n", - "pixel_share_below_median is: 0.65\n", - "pixel_share_above_median is: 0.35\n", - "Sprawl index is: 0.65\n", - "420\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "421\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "422\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "423\n", - "pixel_share_below_median is: 0.6470588235294118\n", - "pixel_share_above_median is: 0.35294117647058826\n", - "Sprawl index is: 0.6470588235294118\n", - "424\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "425\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "426\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "427\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "428\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "429\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "430\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "431\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "432\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 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0.5217391304347826\n", - "Sprawl index is: 0.4782608695652174\n", - "453\n", - "pixel_share_below_median is: 0.3793103448275862\n", - "pixel_share_above_median is: 0.6206896551724138\n", - "Sprawl index is: 0.3793103448275862\n", - "454\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "455\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "456\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "457\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "458\n", - "pixel_share_below_median is: 0.5185185185185185\n", - "pixel_share_above_median is: 0.48148148148148145\n", - "Sprawl index is: 0.5185185185185185\n", - "459\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "460\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "461\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "462\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "463\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "464\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "465\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "479\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "480\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "481\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "482\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "483\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "484\n", - "pixel_share_below_median is: 0.4266666666666667\n", - "pixel_share_above_median is: 0.5733333333333334\n", - "Sprawl index is: 0.42666666666666664\n", - "485\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "486\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "487\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "488\n", - "pixel_share_below_median is: 0.52\n", - "pixel_share_above_median is: 0.48\n", - "Sprawl index is: 0.52\n", - "489\n", - "pixel_share_below_median is: 0.5423728813559322\n", - "pixel_share_above_median is: 0.4576271186440678\n", - "Sprawl index is: 0.5423728813559322\n", - "490\n", - "pixel_share_below_median is: 0.65\n", - "pixel_share_above_median is: 0.35\n", - "Sprawl index is: 0.65\n", - "491\n", - "pixel_share_below_median is: 0.6808510638297872\n", - "pixel_share_above_median is: 0.3191489361702128\n", - "Sprawl index is: 0.6808510638297872\n", - "492\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "493\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "494\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "495\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "496\n", - "pixel_share_below_median is: 0.43478260869565216\n", - "pixel_share_above_median is: 0.5652173913043478\n", - "Sprawl index is: 0.4347826086956522\n", - "497\n", - "pixel_share_below_median is: 0.631578947368421\n", - "pixel_share_above_median is: 0.3684210526315789\n", - "Sprawl index is: 0.631578947368421\n", - "498\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl 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"506\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "507\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "508\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "509\n", - "pixel_share_below_median is: 0.34375\n", - "pixel_share_above_median is: 0.65625\n", - "Sprawl index is: 0.34375\n", - "510\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "511\n", - "pixel_share_below_median is: 0.8125\n", - "pixel_share_above_median is: 0.1875\n", - "Sprawl index is: 0.8125\n", - "512\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "513\n", - "pixel_share_below_median is: 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"pixel_share_above_median is: 0.6741573033707865\n", - "Sprawl index is: 0.3258426966292135\n", - "521\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "522\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "523\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "524\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "525\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "526\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "527\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "528\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "529\n", - "pixel_share_below_median is: 0.5531914893617021\n", - "pixel_share_above_median is: 0.44680851063829785\n", - "Sprawl index is: 0.5531914893617021\n", - "530\n", - "pixel_share_below_median is: 0.36\n", - "pixel_share_above_median is: 0.64\n", - "Sprawl index is: 0.36\n", - "531\n", - "pixel_share_below_median is: 0.30434782608695654\n", - "pixel_share_above_median is: 0.6956521739130435\n", - "Sprawl index is: 0.30434782608695654\n", - "532\n", - "pixel_share_below_median is: 0.3793103448275862\n", - "pixel_share_above_median is: 0.6206896551724138\n", - "Sprawl index is: 0.3793103448275862\n", - "533\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl 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"pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "548\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "549\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "550\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "551\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "552\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "553\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "554\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "555\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "556\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "557\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "558\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "559\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "560\n", - "pixel_share_below_median is: 0.5416666666666666\n", - "pixel_share_above_median is: 0.4583333333333333\n", - "Sprawl index is: 0.5416666666666666\n", - "561\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "562\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "563\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "564\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "565\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "566\n", - "pixel_share_below_median is: 0.4375\n", - "pixel_share_above_median is: 0.5625\n", - "Sprawl index is: 0.4375\n", - "567\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "568\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "569\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "570\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "571\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "572\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "573\n", - "pixel_share_below_median is: 0.45\n", - "pixel_share_above_median is: 0.55\n", - "Sprawl index is: 0.44999999999999996\n", - "574\n", - "pixel_share_below_median is: 0.35625\n", - "pixel_share_above_median is: 0.64375\n", - "Sprawl index is: 0.35624999999999996\n", - "575\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "576\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "577\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "578\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "579\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "580\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "581\n", - "pixel_share_below_median is: 0.18181818181818182\n", - "pixel_share_above_median is: 0.8181818181818182\n", - "Sprawl index is: 0.18181818181818177\n", - "582\n", - "pixel_share_below_median is: 0.36538461538461536\n", - "pixel_share_above_median is: 0.6346153846153846\n", - "Sprawl index is: 0.3653846153846154\n", - "583\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "584\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "585\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "586\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "587\n", - "pixel_share_below_median is: 0.5283018867924528\n", - "pixel_share_above_median is: 0.4716981132075472\n", - "Sprawl index is: 0.5283018867924528\n", - "588\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "589\n", - "pixel_share_below_median is: 0.4146341463414634\n", - "pixel_share_above_median is: 0.5853658536585366\n", - "Sprawl index is: 0.41463414634146345\n", - "590\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "591\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "592\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "593\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "594\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "595\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "596\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "597\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "598\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "599\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "600\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "601\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "602\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "603\n", - "pixel_share_below_median is: 0.6744186046511628\n", - "pixel_share_above_median is: 0.32558139534883723\n", - "Sprawl index is: 0.6744186046511628\n", - "604\n", - "pixel_share_below_median is: 0.2512315270935961\n", - "pixel_share_above_median is: 0.7487684729064039\n", - "Sprawl index is: 0.2512315270935961\n", - "605\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "606\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "607\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "608\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "609\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "610\n", - "pixel_share_below_median is: 0.43333333333333335\n", - "pixel_share_above_median is: 0.5666666666666667\n", - "Sprawl index is: 0.43333333333333335\n", - "611\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "612\n", - "pixel_share_below_median is: 0.6829268292682927\n", - "pixel_share_above_median is: 0.3170731707317073\n", - "Sprawl index is: 0.6829268292682927\n", - "613\n", - "pixel_share_below_median is: 0.6875\n", - "pixel_share_above_median is: 0.3125\n", - "Sprawl index is: 0.6875\n", - "614\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "615\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "616\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "617\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "618\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "619\n", - "pixel_share_below_median is: 0.3978494623655914\n", - "pixel_share_above_median is: 0.6021505376344086\n", - "Sprawl index is: 0.3978494623655914\n", - "620\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "621\n", - "pixel_share_below_median is: 0.34146341463414637\n", - "pixel_share_above_median is: 0.6585365853658537\n", - "Sprawl index is: 0.3414634146341463\n", - "622\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "623\n", - "pixel_share_below_median is: 0.7619047619047619\n", - "pixel_share_above_median is: 0.23809523809523808\n", - "Sprawl index is: 0.7619047619047619\n", - "624\n", - "pixel_share_below_median is: 0.76\n", - "pixel_share_above_median is: 0.24\n", - "Sprawl index is: 0.76\n", - "625\n", - "pixel_share_below_median is: 0.5882352941176471\n", - "pixel_share_above_median is: 0.4117647058823529\n", - "Sprawl index is: 0.5882352941176471\n", - "626\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "627\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "628\n", - "pixel_share_below_median is: 0.3611111111111111\n", - "pixel_share_above_median is: 0.6388888888888888\n", - "Sprawl index is: 0.36111111111111116\n", - "629\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "630\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "631\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "632\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "633\n", - "pixel_share_below_median is: 0.5357142857142857\n", - "pixel_share_above_median is: 0.4642857142857143\n", - "Sprawl index is: 0.5357142857142857\n", - "634\n", - "pixel_share_below_median is: 0.3684210526315789\n", - "pixel_share_above_median is: 0.631578947368421\n", - "Sprawl index is: 0.368421052631579\n", - "635\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "636\n", - "pixel_share_below_median is: 0.41304347826086957\n", - "pixel_share_above_median is: 0.5869565217391305\n", - "Sprawl index is: 0.4130434782608695\n", - "637\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "638\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "639\n", - "pixel_share_below_median is: 0.9130434782608695\n", - "pixel_share_above_median is: 0.08695652173913043\n", - "Sprawl index is: 0.9130434782608695\n", - "640\n", - "pixel_share_below_median is: 0.35294117647058826\n", - "pixel_share_above_median is: 0.6470588235294118\n", - "Sprawl index is: 0.3529411764705882\n", - "641\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "642\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "643\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "644\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "645\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "646\n", - "pixel_share_below_median is: 0.5769230769230769\n", - "pixel_share_above_median is: 0.4230769230769231\n", - "Sprawl index is: 0.5769230769230769\n", - "647\n", - "pixel_share_below_median is: 0.14285714285714285\n", - "pixel_share_above_median is: 0.8571428571428571\n", - "Sprawl index is: 0.1428571428571429\n", - "648\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "649\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "650\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "651\n", - "pixel_share_below_median is: 0.4375\n", - "pixel_share_above_median is: 0.5625\n", - "Sprawl index is: 0.4375\n", - "652\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "653\n", - "pixel_share_below_median is: 0.35294117647058826\n", - "pixel_share_above_median is: 0.6470588235294118\n", - "Sprawl index is: 0.3529411764705882\n", - "654\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "655\n", - "pixel_share_below_median is: 0.44\n", - "pixel_share_above_median is: 0.56\n", - "Sprawl index is: 0.43999999999999995\n", - "656\n", - "pixel_share_below_median is: 0.8125\n", - "pixel_share_above_median is: 0.1875\n", - "Sprawl index is: 0.8125\n", - "657\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "658\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "659\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "660\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "661\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "662\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "663\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "664\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "665\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "666\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "667\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "668\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "669\n", - "pixel_share_below_median is: 0.5882352941176471\n", - "pixel_share_above_median is: 0.4117647058823529\n", - "Sprawl index is: 0.5882352941176471\n", - "670\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "671\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "672\n", - "pixel_share_below_median is: 0.5942028985507246\n", - "pixel_share_above_median is: 0.4057971014492754\n", - "Sprawl index is: 0.5942028985507246\n", - "673\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "674\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "675\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "676\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "677\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "678\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "679\n", - "pixel_share_below_median is: 0.3875\n", - "pixel_share_above_median is: 0.6125\n", - "Sprawl index is: 0.38749999999999996\n", - "680\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "681\n", - "pixel_share_below_median is: 0.5142857142857142\n", - "pixel_share_above_median is: 0.4857142857142857\n", - "Sprawl index is: 0.5142857142857142\n", - "682\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "683\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "684\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "685\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "686\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "687\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "688\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "689\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "690\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "691\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "692\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "693\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "694\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "695\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "696\n", - "pixel_share_below_median is: 0.41414141414141414\n", - "pixel_share_above_median is: 0.5858585858585859\n", - "Sprawl 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0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "704\n", - "pixel_share_below_median is: 0.5297619047619048\n", - "pixel_share_above_median is: 0.47023809523809523\n", - "Sprawl index is: 0.5297619047619048\n", - "705\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "706\n", - "pixel_share_below_median is: 0.5882352941176471\n", - "pixel_share_above_median is: 0.4117647058823529\n", - "Sprawl index is: 0.5882352941176471\n", - "707\n", - "pixel_share_below_median is: 0.5490196078431373\n", - "pixel_share_above_median is: 0.45098039215686275\n", - "Sprawl index is: 0.5490196078431373\n", - "708\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "709\n", - "pixel_share_below_median is: 0.3902439024390244\n", - "pixel_share_above_median is: 0.6097560975609756\n", - "Sprawl index is: 0.3902439024390244\n", - "710\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "711\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "712\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "713\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "714\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "715\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "716\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "717\n", - "pixel_share_below_median is: 0.56\n", - "pixel_share_above_median is: 0.44\n", - "Sprawl index is: 0.56\n", - "718\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "719\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "720\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "721\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "722\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "723\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "724\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "725\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "726\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "727\n", - "pixel_share_below_median is: 0.5595238095238095\n", - "pixel_share_above_median is: 0.44047619047619047\n", - "Sprawl index is: 0.5595238095238095\n", - "728\n", - "pixel_share_below_median is: 0.5126050420168067\n", - "pixel_share_above_median is: 0.48739495798319327\n", - "Sprawl index is: 0.5126050420168067\n", - "729\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "730\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "731\n", - "pixel_share_below_median is: 0.6976744186046512\n", - "pixel_share_above_median is: 0.3023255813953488\n", - "Sprawl index is: 0.6976744186046512\n", - "732\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "733\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "734\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "735\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "736\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "737\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "738\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "739\n", - "pixel_share_below_median is: 0.6111111111111112\n", - "pixel_share_above_median is: 0.3888888888888889\n", - "Sprawl index is: 0.6111111111111112\n", - "740\n", - "pixel_share_below_median is: 0.7368421052631579\n", - "pixel_share_above_median is: 0.2631578947368421\n", - "Sprawl index is: 0.7368421052631579\n", - "741\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "742\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "750\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "751\n", - "pixel_share_below_median is: 0.5238095238095238\n", - "pixel_share_above_median is: 0.47619047619047616\n", - "Sprawl index is: 0.5238095238095238\n", - "752\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "753\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "754\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "755\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "756\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "757\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "758\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "759\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "760\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "761\n", - "pixel_share_below_median is: 0.3959731543624161\n", - "pixel_share_above_median is: 0.6040268456375839\n", - "Sprawl index is: 0.3959731543624161\n", - "762\n", - "pixel_share_below_median is: 0.4482758620689655\n", - "pixel_share_above_median is: 0.5517241379310345\n", - "Sprawl index is: 0.4482758620689655\n", - "763\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "764\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "765\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "766\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.5625\n", - "pixel_share_above_median is: 0.4375\n", - "Sprawl index is: 0.5625\n", - "767\n", - "pixel_share_below_median is: 0.6875\n", - "pixel_share_above_median is: 0.3125\n", - "Sprawl index is: 0.6875\n", - "768\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "769\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "770\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "771\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "772\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "773\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "774\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "775\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "776\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "777\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "778\n", - "pixel_share_below_median is: 0.675\n", - "pixel_share_above_median is: 0.325\n", - "Sprawl index is: 0.675\n", - "779\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "780\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "781\n", - "pixel_share_below_median is: 0.43333333333333335\n", - "pixel_share_above_median is: 0.5666666666666667\n", - "Sprawl index is: 0.43333333333333335\n", - "782\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "783\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "784\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "785\n", - "pixel_share_below_median is: 0.5161290322580645\n", - "pixel_share_above_median is: 0.4838709677419355\n", - "Sprawl index is: 0.5161290322580645\n", - "786\n", - "pixel_share_below_median is: 0.27611940298507465\n", - "pixel_share_above_median is: 0.7238805970149254\n", - "Sprawl index is: 0.27611940298507465\n", - "787\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "788\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "789\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "790\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "791\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "792\n", - "pixel_share_below_median is: 0.6842105263157895\n", - "pixel_share_above_median is: 0.3157894736842105\n", - "Sprawl index is: 0.6842105263157895\n", - "793\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "794\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "795\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "796\n", - "pixel_share_below_median is: 0.7352941176470589\n", - "pixel_share_above_median is: 0.2647058823529412\n", - "Sprawl index is: 0.7352941176470589\n", - "797\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "798\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "799\n", - "pixel_share_below_median is: 0.44\n", - "pixel_share_above_median is: 0.56\n", - "Sprawl index is: 0.43999999999999995\n", - "800\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "801\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "802\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "803\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "804\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "805\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "806\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "807\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "808\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "809\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "810\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "811\n", - "pixel_share_below_median is: 0.29936305732484075\n", - "pixel_share_above_median is: 0.7006369426751592\n", - "Sprawl index is: 0.2993630573248408\n", - "812\n", - "pixel_share_below_median is: 0.6956521739130435\n", - "pixel_share_above_median is: 0.30434782608695654\n", - "Sprawl index is: 0.6956521739130435\n", - "813\n", - "pixel_share_below_median is: 0.35398230088495575\n", - "pixel_share_above_median is: 0.6460176991150443\n", - "Sprawl index is: 0.35398230088495575\n", - "814\n", - "pixel_share_below_median is: 0.5882352941176471\n", - "pixel_share_above_median is: 0.4117647058823529\n", - "Sprawl index is: 0.5882352941176471\n", - "815\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "816\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "817\n", - "pixel_share_below_median is: 0.7619047619047619\n", - "pixel_share_above_median is: 0.23809523809523808\n", - "Sprawl index is: 0.7619047619047619\n", - "818\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "819\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "820\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "821\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "822\n", - "pixel_share_below_median is: 0.48484848484848486\n", - "pixel_share_above_median is: 0.5151515151515151\n", - "Sprawl index is: 0.48484848484848486\n", - "823\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "824\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "825\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "826\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "827\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "828\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "829\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "830\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "831\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "832\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "833\n", - "pixel_share_below_median is: 0.5357142857142857\n", - "pixel_share_above_median is: 0.4642857142857143\n", - "Sprawl index is: 0.5357142857142857\n", - "834\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "835\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "836\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "837\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.37921604375569734\n", - "pixel_share_above_median is: 0.6207839562443026\n", - "Sprawl index is: 0.3792160437556974\n", - "838\n", - "pixel_share_below_median is: 0.38571428571428573\n", - "pixel_share_above_median is: 0.6142857142857143\n", - "Sprawl index is: 0.3857142857142857\n", - "839\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "840\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "841\n", - "pixel_share_below_median is: 0.8421052631578947\n", - "pixel_share_above_median is: 0.15789473684210525\n", - "Sprawl index is: 0.8421052631578947\n", - "842\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "843\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "844\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "845\n", - "pixel_share_below_median is: 0.9333333333333333\n", - "pixel_share_above_median is: 0.06666666666666667\n", - "Sprawl index is: 0.9333333333333333\n", - "846\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "847\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "848\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "849\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "850\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "851\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "852\n", - "pixel_share_below_median is: 0.7407407407407407\n", - "pixel_share_above_median is: 0.25925925925925924\n", - "Sprawl index is: 0.7407407407407407\n", - "853\n", - "pixel_share_below_median is: 0.7804878048780488\n", - "pixel_share_above_median is: 0.21951219512195122\n", - "Sprawl index is: 0.7804878048780488\n", - "854\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "855\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "856\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "857\n", - "pixel_share_below_median is: 0.8064516129032258\n", - "pixel_share_above_median is: 0.1935483870967742\n", - "Sprawl index is: 0.8064516129032258\n", - "858\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "859\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "860\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "861\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "862\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "863\n", - "pixel_share_below_median is: 0.34831460674157305\n", - "pixel_share_above_median is: 0.651685393258427\n", - "Sprawl index is: 0.348314606741573\n", - "864\n", - "pixel_share_below_median is: 0.631578947368421\n", - "pixel_share_above_median is: 0.3684210526315789\n", - "Sprawl index is: 0.631578947368421\n", - "865\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "866\n", - "pixel_share_below_median is: 0.6842105263157895\n", - "pixel_share_above_median is: 0.3157894736842105\n", - "Sprawl index is: 0.6842105263157895\n", - "867\n", - "pixel_share_below_median is: 0.8421052631578947\n", - "pixel_share_above_median is: 0.15789473684210525\n", - "Sprawl index is: 0.8421052631578947\n", - "868\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "869\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "870\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "871\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "872\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "873\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "874\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "875\n", - "pixel_share_below_median is: 0.631578947368421\n", - "pixel_share_above_median is: 0.3684210526315789\n", - "Sprawl index is: 0.631578947368421\n", - "876\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "877\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "878\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "879\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "880\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "881\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 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"Sprawl index is: 0.7142857142857143\n", - "889\n", - "pixel_share_below_median is: 0.5277777777777778\n", - "pixel_share_above_median is: 0.4722222222222222\n", - "Sprawl index is: 0.5277777777777778\n", - "890\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "891\n", - "pixel_share_below_median is: 0.3448275862068966\n", - "pixel_share_above_median is: 0.6551724137931034\n", - "Sprawl index is: 0.3448275862068966\n", - "892\n", - "pixel_share_below_median is: 0.7575757575757576\n", - "pixel_share_above_median is: 0.24242424242424243\n", - "Sprawl index is: 0.7575757575757576\n", - "893\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "894\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "895\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "896\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "897\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "898\n", - "pixel_share_below_median is: 0.7647058823529411\n", - "pixel_share_above_median is: 0.23529411764705882\n", - "Sprawl index is: 0.7647058823529411\n", - "899\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "900\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "901\n", - "pixel_share_below_median is: 0.85\n", - "pixel_share_above_median is: 0.15\n", - "Sprawl index is: 0.85\n", - "902\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "903\n", - "pixel_share_below_median is: 0.5417607223476298\n", - "pixel_share_above_median is: 0.4582392776523702\n", - "Sprawl index is: 0.5417607223476298\n", - "904\n", - "pixel_share_below_median is: 0.6785714285714286\n", - "pixel_share_above_median is: 0.32142857142857145\n", - "Sprawl index is: 0.6785714285714286\n", - "905\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "906\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "907\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "908\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "909\n", - "pixel_share_below_median is: 0.85\n", - "pixel_share_above_median is: 0.15\n", - "Sprawl index is: 0.85\n", - "910\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "911\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "912\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "913\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "914\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "915\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "916\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "917\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "918\n", - "pixel_share_below_median is: 0.23076923076923078\n", - "pixel_share_above_median is: 0.7692307692307693\n", - "Sprawl index is: 0.23076923076923073\n", - "919\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "920\n", - "pixel_share_below_median is: 0.40384615384615385\n", - "pixel_share_above_median is: 0.5961538461538461\n", - "Sprawl index is: 0.40384615384615385\n", - "921\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "922\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "923\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "924\n", - "pixel_share_below_median is: 0.7407407407407407\n", - "pixel_share_above_median is: 0.25925925925925924\n", - "Sprawl index is: 0.7407407407407407\n", - "925\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "926\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "927\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "928\n", - "pixel_share_below_median is: 0.3181818181818182\n", - "pixel_share_above_median is: 0.6818181818181818\n", - "Sprawl index is: 0.31818181818181823\n", - "929\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "930\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "931\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "932\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "933\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "934\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "935\n", - "pixel_share_below_median is: 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"pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "950\n", - "pixel_share_below_median is: 0.5625\n", - "pixel_share_above_median is: 0.4375\n", - "Sprawl index is: 0.5625\n", - "951\n", - "pixel_share_below_median is: 0.7586206896551724\n", - "pixel_share_above_median is: 0.2413793103448276\n", - "Sprawl index is: 0.7586206896551724\n", - "952\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "953\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "954\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "955\n", - "pixel_share_below_median is: 0.4081196581196581\n", - "pixel_share_above_median is: 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"963\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "964\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "965\n", - "pixel_share_below_median is: 0.8095238095238095\n", - "pixel_share_above_median is: 0.19047619047619047\n", - "Sprawl index is: 0.8095238095238095\n", - "966\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "967\n", - "pixel_share_below_median is: 0.4691358024691358\n", - "pixel_share_above_median is: 0.5308641975308642\n", - "Sprawl index is: 0.4691358024691358\n", - "968\n", - "pixel_share_below_median is: 0.643507972665148\n", - "pixel_share_above_median is: 0.3564920273348519\n", - "Sprawl index is: 0.643507972665148\n", - "969\n", - "pixel_share_below_median is: 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- "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "977\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "978\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "979\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "980\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "981\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "982\n", - "pixel_share_below_median is: 0.4117647058823529\n", - "pixel_share_above_median is: 0.5882352941176471\n", - "Sprawl index is: 0.4117647058823529\n", - "983\n", - "pixel_share_below_median is: 0.65\n", - "pixel_share_above_median is: 0.35\n", - "Sprawl index is: 0.65\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "984\n", - "pixel_share_below_median is: 0.8214285714285714\n", - "pixel_share_above_median is: 0.17857142857142858\n", - "Sprawl index is: 0.8214285714285714\n", - "985\n", - "pixel_share_below_median is: 0.7916666666666666\n", - "pixel_share_above_median is: 0.20833333333333334\n", - "Sprawl index is: 0.7916666666666666\n", - "986\n", - "pixel_share_below_median is: 0.5882352941176471\n", - "pixel_share_above_median is: 0.4117647058823529\n", - "Sprawl index is: 0.5882352941176471\n", - "987\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "988\n", - "pixel_share_below_median is: 0.7659574468085106\n", - "pixel_share_above_median is: 0.23404255319148937\n", - "Sprawl index is: 0.7659574468085106\n", - "989\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "990\n", - "pixel_share_below_median is: 0.6785714285714286\n", - "pixel_share_above_median is: 0.32142857142857145\n", - "Sprawl index is: 0.6785714285714286\n", - "991\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "992\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "993\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "994\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "995\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "996\n", - "pixel_share_below_median is: 0.8076923076923077\n", - "pixel_share_above_median is: 0.19230769230769232\n", - "Sprawl index is: 0.8076923076923077\n", - "997\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "998\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "999\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1000\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "1001\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "1002\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "1003\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "1004\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "1005\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "1006\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1007\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1008\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1009\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "1010\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1011\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1012\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1013\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "1014\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1015\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "1016\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1017\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "1018\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1019\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1020\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1021\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1022\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1023\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1024\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "1025\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "1026\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "1027\n", - "pixel_share_below_median is: 0.7150259067357513\n", - "pixel_share_above_median is: 0.2849740932642487\n", - "Sprawl index is: 0.7150259067357513\n", - "1028\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1029\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "1030\n", - "pixel_share_below_median is: 0.4142857142857143\n", - "pixel_share_above_median is: 0.5857142857142857\n", - "Sprawl index is: 0.41428571428571426\n", - "1031\n", - "pixel_share_below_median is: 0.42105263157894735\n", - "pixel_share_above_median is: 0.5789473684210527\n", - "Sprawl index is: 0.42105263157894735\n", - "1032\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1033\n", - "pixel_share_below_median is: 0.7064220183486238\n", - "pixel_share_above_median is: 0.29357798165137616\n", - "Sprawl index is: 0.7064220183486238\n", - "1034\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "1035\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1036\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1037\n", - "pixel_share_below_median is: 0.7307692307692307\n", - "pixel_share_above_median is: 0.2692307692307692\n", - "Sprawl index is: 0.7307692307692307\n", - "1038\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1039\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1040\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1041\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1042\n", - "pixel_share_below_median is: 0.6896551724137931\n", - "pixel_share_above_median is: 0.3103448275862069\n", - "Sprawl index is: 0.6896551724137931\n", - "1043\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1044\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1045\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1046\n", - "pixel_share_below_median is: 0.5151515151515151\n", - "pixel_share_above_median is: 0.48484848484848486\n", - "Sprawl index is: 0.5151515151515151\n", - "1047\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1048\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1049\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "1050\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "1051\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1052\n", - "pixel_share_below_median is: 0.7096774193548387\n", - "pixel_share_above_median is: 0.2903225806451613\n", - "Sprawl index is: 0.7096774193548387\n", - "1053\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "1054\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1055\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "1056\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "1057\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1058\n", - "pixel_share_below_median is: 0.7368421052631579\n", - "pixel_share_above_median is: 0.2631578947368421\n", - "Sprawl index is: 0.7368421052631579\n", - "1059\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "1060\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1061\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "1062\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1063\n", - "pixel_share_below_median is: 0.6190476190476191\n", - "pixel_share_above_median is: 0.38095238095238093\n", - "Sprawl index is: 0.6190476190476191\n", - "1064\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1065\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1066\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "1067\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1068\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "1069\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1070\n", - "pixel_share_below_median is: 0.31521739130434784\n", - "pixel_share_above_median is: 0.6847826086956522\n", - "Sprawl index is: 0.3152173913043478\n", - "1071\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1072\n", - "pixel_share_below_median is: 0.9230769230769231\n", - "pixel_share_above_median is: 0.07692307692307693\n", - "Sprawl index is: 0.9230769230769231\n", - "1073\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "1074\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1075\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "1076\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "1077\n", - "pixel_share_below_median is: 0.2988505747126437\n", - "pixel_share_above_median is: 0.7011494252873564\n", - "Sprawl index is: 0.29885057471264365\n", - "1078\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1079\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1080\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1081\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "1082\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1083\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1084\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1085\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1086\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "1087\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "1088\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1089\n", - "pixel_share_below_median is: 0.48148148148148145\n", - "pixel_share_above_median is: 0.5185185185185185\n", - "Sprawl index is: 0.4814814814814815\n", - "1090\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1091\n", - "pixel_share_below_median is: 0.7931034482758621\n", - "pixel_share_above_median is: 0.20689655172413793\n", - "Sprawl index is: 0.7931034482758621\n", - "1092\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "1093\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1094\n", - "pixel_share_below_median is: 0.7037037037037037\n", - "pixel_share_above_median is: 0.2962962962962963\n", - "Sprawl index is: 0.7037037037037037\n", - "1095\n", - "pixel_share_below_median is: 0.5081967213114754\n", - "pixel_share_above_median is: 0.4918032786885246\n", - "Sprawl index is: 0.5081967213114754\n", - "1096\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1097\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1098\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1099\n", - "pixel_share_below_median is: 0.6470588235294118\n", - "pixel_share_above_median is: 0.35294117647058826\n", - "Sprawl index is: 0.6470588235294118\n", - "1100\n", - "pixel_share_below_median is: 0.5365853658536586\n", - "pixel_share_above_median is: 0.4634146341463415\n", - "Sprawl index is: 0.5365853658536586\n", - "1101\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1102\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1103\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1104\n", - "pixel_share_below_median is: 0.3953488372093023\n", - "pixel_share_above_median is: 0.6046511627906976\n", - "Sprawl index is: 0.39534883720930236\n", - "1105\n", - "pixel_share_below_median is: 0.4117647058823529\n", - "pixel_share_above_median is: 0.5882352941176471\n", - "Sprawl index is: 0.4117647058823529\n", - "1106\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "1107\n", - "pixel_share_below_median is: 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"Sprawl index is: 1.0\n", - "1148\n", - "pixel_share_below_median is: 0.6875\n", - "pixel_share_above_median is: 0.3125\n", - "Sprawl index is: 0.6875\n", - "1149\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1150\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1151\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1152\n", - "pixel_share_below_median is: 0.38095238095238093\n", - "pixel_share_above_median is: 0.6190476190476191\n", - "Sprawl index is: 0.38095238095238093\n", - "1153\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "1154\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl 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"Sprawl index is: 0.38181818181818183\n", - "1201\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1202\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1203\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1204\n", - "pixel_share_below_median is: 0.39215686274509803\n", - "pixel_share_above_median is: 0.6078431372549019\n", - "Sprawl index is: 0.3921568627450981\n", - "1205\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "1206\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "1207\n", - "pixel_share_below_median is: 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0.6363636363636364\n", - "1221\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1222\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "1223\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1224\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1225\n", - "pixel_share_below_median is: 0.4153846153846154\n", - "pixel_share_above_median is: 0.5846153846153846\n", - "Sprawl index is: 0.41538461538461535\n", - "1226\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "1227\n", - "pixel_share_below_median is: 0.3559322033898305\n", - "pixel_share_above_median is: 0.6440677966101694\n", - "Sprawl index is: 0.35593220338983056\n", - "1228\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1229\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1230\n", - "pixel_share_below_median is: 0.6956521739130435\n", - "pixel_share_above_median is: 0.30434782608695654\n", - "Sprawl index is: 0.6956521739130435\n", - "1231\n", - "pixel_share_below_median is: 0.1111111111111111\n", - "pixel_share_above_median is: 0.8888888888888888\n", - "Sprawl index is: 0.11111111111111116\n", - "1232\n", - "pixel_share_below_median is: 0.8421052631578947\n", - "pixel_share_above_median is: 0.15789473684210525\n", - "Sprawl index is: 0.8421052631578947\n", - "1233\n", - "pixel_share_below_median is: 0.5892857142857143\n", - "pixel_share_above_median is: 0.4107142857142857\n", - "Sprawl index is: 0.5892857142857143\n", - "1234\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1235\n", - "pixel_share_below_median is: 0.391304347826087\n", - "pixel_share_above_median is: 0.6086956521739131\n", - "Sprawl index is: 0.3913043478260869\n", - "1236\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1237\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "1238\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1239\n", - "pixel_share_below_median is: 0.22560975609756098\n", - "pixel_share_above_median is: 0.774390243902439\n", - "Sprawl index is: 0.22560975609756095\n", - "1240\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl 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"pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1248\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1249\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1250\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1251\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1252\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "1253\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "1254\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1255\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1256\n", - "pixel_share_below_median is: 0.6333333333333333\n", - "pixel_share_above_median is: 0.36666666666666664\n", - "Sprawl index is: 0.6333333333333333\n", - "1257\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "1258\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1259\n", - "pixel_share_below_median is: 0.35135135135135137\n", - "pixel_share_above_median is: 0.6486486486486487\n", - "Sprawl index is: 0.3513513513513513\n", - "1260\n", - "pixel_share_below_median is: 0.38095238095238093\n", - "pixel_share_above_median is: 0.6190476190476191\n", - "Sprawl index is: 0.38095238095238093\n", - "1261\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1262\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1263\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1264\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "1265\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1266\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1267\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1268\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "1269\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1270\n", - "pixel_share_below_median is: 0.8928571428571429\n", - "pixel_share_above_median is: 0.10714285714285714\n", - "Sprawl index is: 0.8928571428571429\n", - "1271\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "1272\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1273\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1274\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1275\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1276\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1277\n", - "pixel_share_below_median is: 0.4883720930232558\n", - "pixel_share_above_median is: 0.5116279069767442\n", - "Sprawl index is: 0.4883720930232558\n", - "1278\n", - "pixel_share_below_median is: 0.8125\n", - "pixel_share_above_median is: 0.1875\n", - "Sprawl index is: 0.8125\n", - "1279\n", - "pixel_share_below_median is: 0.85\n", - "pixel_share_above_median is: 0.15\n", - "Sprawl index is: 0.85\n", - "1280\n", - "pixel_share_below_median is: 0.40274599542334094\n", - "pixel_share_above_median is: 0.597254004576659\n", - "Sprawl index is: 0.402745995423341\n", - "1281\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1282\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "1283\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1284\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1285\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "1286\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "1287\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1288\n", - "pixel_share_below_median is: 0.5416666666666666\n", - "pixel_share_above_median is: 0.4583333333333333\n", - "Sprawl index is: 0.5416666666666666\n", - "1289\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1290\n", - "pixel_share_below_median is: 0.7058823529411765\n", - "pixel_share_above_median is: 0.29411764705882354\n", - "Sprawl index is: 0.7058823529411765\n", - "1291\n", - "pixel_share_below_median is: 0.5652173913043478\n", - "pixel_share_above_median is: 0.43478260869565216\n", - "Sprawl index is: 0.5652173913043478\n", - "1292\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1293\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1294\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1309\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "1310\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "1311\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1312\n", - "pixel_share_below_median is: 0.4050632911392405\n", - "pixel_share_above_median is: 0.5949367088607594\n", - "Sprawl index is: 0.40506329113924056\n", - "1313\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1314\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "1315\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1316\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1317\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1318\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1319\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1320\n", - "pixel_share_below_median is: 0.6956521739130435\n", - "pixel_share_above_median is: 0.30434782608695654\n", - "Sprawl index is: 0.6956521739130435\n", - "1321\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1322\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1323\n", - "pixel_share_below_median is: 0.8421052631578947\n", - "pixel_share_above_median is: 0.15789473684210525\n", - "Sprawl index is: 0.8421052631578947\n", - "1324\n", - "pixel_share_below_median is: 0.5217391304347826\n", - "pixel_share_above_median is: 0.4782608695652174\n", - "Sprawl index is: 0.5217391304347826\n", - "1325\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "1326\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1327\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1328\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1329\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1330\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1331\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1332\n", - "pixel_share_below_median is: 0.6875\n", - "pixel_share_above_median is: 0.3125\n", - "Sprawl index is: 0.6875\n", - "1333\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1334\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1335\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "1336\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1337\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1338\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1339\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1340\n", - "pixel_share_below_median is: 0.4875\n", - "pixel_share_above_median is: 0.5125\n", - "Sprawl index is: 0.48750000000000004\n", - "1341\n", - "pixel_share_below_median is: 0.6410256410256411\n", - "pixel_share_above_median is: 0.358974358974359\n", - "Sprawl index is: 0.6410256410256411\n", - "1342\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "1343\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "1344\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "1345\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1346\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "1347\n", - "pixel_share_below_median is: 0.5416666666666666\n", - "pixel_share_above_median is: 0.4583333333333333\n", - "Sprawl index is: 0.5416666666666666\n", - "1348\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1349\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1350\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "1351\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1352\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1353\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "1354\n", - "pixel_share_below_median is: 0.6190476190476191\n", - "pixel_share_above_median is: 0.38095238095238093\n", - "Sprawl index is: 0.6190476190476191\n", - "1355\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "1356\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "1357\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "1358\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1359\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1360\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1361\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "1362\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1363\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1364\n", - "pixel_share_below_median is: 0.4105263157894737\n", - "pixel_share_above_median is: 0.5894736842105263\n", - "Sprawl index is: 0.41052631578947374\n", - "1365\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "1366\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1367\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1368\n", - "pixel_share_below_median is: 0.6111111111111112\n", - "pixel_share_above_median is: 0.3888888888888889\n", - "Sprawl index is: 0.6111111111111112\n", - "1369\n", - "pixel_share_below_median is: 0.7368421052631579\n", - "pixel_share_above_median is: 0.2631578947368421\n", - "Sprawl index is: 0.7368421052631579\n", - "1370\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1371\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1372\n", - "pixel_share_below_median is: 0.6410256410256411\n", - "pixel_share_above_median is: 0.358974358974359\n", - "Sprawl index is: 0.6410256410256411\n", - "1373\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1374\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1375\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "1376\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1377\n", - "pixel_share_below_median is: 0.7619047619047619\n", - "pixel_share_above_median is: 0.23809523809523808\n", - "Sprawl index is: 0.7619047619047619\n", - "1378\n", - "pixel_share_below_median is: 0.5121951219512195\n", - "pixel_share_above_median is: 0.4878048780487805\n", - "Sprawl index is: 0.5121951219512195\n", - "1379\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1380\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "1381\n", - "pixel_share_below_median is: 0.425531914893617\n", - "pixel_share_above_median is: 0.574468085106383\n", - "Sprawl index is: 0.42553191489361697\n", - "1382\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "1383\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1384\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "1385\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "1386\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1387\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "1388\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "1389\n", - "pixel_share_below_median is: 0.30303030303030304\n", - "pixel_share_above_median is: 0.696969696969697\n", - "Sprawl index is: 0.303030303030303\n", - "1390\n", - "pixel_share_below_median is: 0.38095238095238093\n", - "pixel_share_above_median is: 0.6190476190476191\n", - "Sprawl index is: 0.38095238095238093\n", - "1391\n", - "pixel_share_below_median is: 0.35\n", - "pixel_share_above_median is: 0.65\n", - "Sprawl index is: 0.35\n", - "1392\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "1393\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "1394\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1395\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "1396\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "1397\n", - "pixel_share_below_median is: 0.23076923076923078\n", - "pixel_share_above_median is: 0.7692307692307693\n", - "Sprawl index is: 0.23076923076923073\n", - "1398\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1399\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1400\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1401\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "1402\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1403\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "1404\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "1405\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1406\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "1407\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1408\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "1409\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "1410\n", - "pixel_share_below_median is: 0.42105263157894735\n", - "pixel_share_above_median is: 0.5789473684210527\n", - "Sprawl index is: 0.42105263157894735\n", - "1411\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "1412\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "1413\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "1414\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "1415\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "1416\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "1417\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1418\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1419\n", - "pixel_share_below_median is: 0.631578947368421\n", - "pixel_share_above_median is: 0.3684210526315789\n", - "Sprawl index is: 0.631578947368421\n", - "1420\n", - "pixel_share_below_median is: 0.5675675675675675\n", - "pixel_share_above_median is: 0.43243243243243246\n", - "Sprawl index is: 0.5675675675675675\n", - "1421\n", - "pixel_share_below_median is: 0.317157712305026\n", - "pixel_share_above_median is: 0.682842287694974\n", - "Sprawl index is: 0.317157712305026\n", - "1422\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1423\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1424\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1425\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "1426\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1427\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1428\n", - "pixel_share_below_median is: 0.5617977528089888\n", - "pixel_share_above_median is: 0.43820224719101125\n", - "Sprawl index is: 0.5617977528089888\n", - "1429\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1430\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1431\n", - "pixel_share_below_median is: 0.35\n", - "pixel_share_above_median is: 0.65\n", - "Sprawl index is: 0.35\n", - "1432\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1433\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1434\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1435\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "1436\n", - "pixel_share_below_median is: 0.631578947368421\n", - "pixel_share_above_median is: 0.3684210526315789\n", - "Sprawl index is: 0.631578947368421\n", - "1437\n", - "pixel_share_below_median is: 0.5789473684210527\n", - "pixel_share_above_median is: 0.42105263157894735\n", - "Sprawl index is: 0.5789473684210527\n", - "1438\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1439\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1440\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "1441\n", - "pixel_share_below_median is: 0.26666666666666666\n", - "pixel_share_above_median is: 0.7333333333333333\n", - "Sprawl index is: 0.2666666666666667\n", - "1442\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "1443\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1444\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1445\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "1446\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "1447\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1448\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1449\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1450\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1451\n", - "pixel_share_below_median is: 0.7586206896551724\n", - "pixel_share_above_median is: 0.2413793103448276\n", - "Sprawl index is: 0.7586206896551724\n", - "1452\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "1453\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "1454\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1455\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1456\n", - "pixel_share_below_median is: 0.23443223443223443\n", - "pixel_share_above_median is: 0.7655677655677655\n", - "Sprawl index is: 0.2344322344322345\n", - "1457\n", - "pixel_share_below_median is: 0.425\n", - "pixel_share_above_median is: 0.575\n", - "Sprawl index is: 0.42500000000000004\n", - "1458\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "1459\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1460\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1461\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "1462\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1463\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "1464\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1465\n", - "pixel_share_below_median is: 0.47058823529411764\n", - "pixel_share_above_median is: 0.5294117647058824\n", - "Sprawl index is: 0.47058823529411764\n", - "1466\n", - "pixel_share_below_median is: 0.5111111111111111\n", - "pixel_share_above_median is: 0.4888888888888889\n", - "Sprawl index is: 0.5111111111111111\n", - "1467\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1468\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "1469\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "1470\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "1471\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1472\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1473\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "1474\n", - "pixel_share_below_median is: 0.33559322033898303\n", - "pixel_share_above_median is: 0.6644067796610169\n", - "Sprawl index is: 0.3355932203389831\n", - "1475\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "1476\n", - "pixel_share_below_median is: 0.34615384615384615\n", - "pixel_share_above_median is: 0.6538461538461539\n", - "Sprawl index is: 0.34615384615384615\n", - "1477\n", - "pixel_share_below_median is: 0.5660377358490566\n", - "pixel_share_above_median is: 0.4339622641509434\n", - "Sprawl index is: 0.5660377358490566\n", - "1478\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "1479\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1480\n", - "pixel_share_below_median is: 0.7241379310344828\n", - "pixel_share_above_median is: 0.27586206896551724\n", - "Sprawl index is: 0.7241379310344828\n", - "1481\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1482\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "1483\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "1484\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1485\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1486\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1487\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1488\n", - "pixel_share_below_median is: 0.5625\n", - "pixel_share_above_median is: 0.4375\n", - "Sprawl index is: 0.5625\n", - "1489\n", - "pixel_share_below_median is: 0.5151515151515151\n", - "pixel_share_above_median is: 0.48484848484848486\n", - "Sprawl index is: 0.5151515151515151\n", - "1490\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1491\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "1492\n", - "pixel_share_below_median is: 0.9333333333333333\n", - "pixel_share_above_median is: 0.06666666666666667\n", - "Sprawl index is: 0.9333333333333333\n", - "1493\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "1494\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1495\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "1496\n", - "pixel_share_below_median is: 0.4117647058823529\n", - "pixel_share_above_median is: 0.5882352941176471\n", - "Sprawl index is: 0.4117647058823529\n", - "1497\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1498\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1499\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1500\n", - "pixel_share_below_median is: 0.6875\n", - "pixel_share_above_median is: 0.3125\n", - "Sprawl index is: 0.6875\n", - "1501\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1502\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1503\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "1504\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1505\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "1506\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1507\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1508\n", - "pixel_share_below_median is: 0.18181818181818182\n", - "pixel_share_above_median is: 0.8181818181818182\n", - "Sprawl index is: 0.18181818181818177\n", - "1509\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "1510\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "1511\n", - "pixel_share_below_median is: 0.5106382978723404\n", - "pixel_share_above_median is: 0.48936170212765956\n", - "Sprawl index is: 0.5106382978723404\n", - "1512\n", - "pixel_share_below_median is: 0.5689655172413793\n", - "pixel_share_above_median is: 0.43103448275862066\n", - "Sprawl index is: 0.5689655172413793\n", - "1513\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1514\n", - "pixel_share_below_median is: 0.6296296296296297\n", - "pixel_share_above_median is: 0.37037037037037035\n", - "Sprawl index is: 0.6296296296296297\n", - "1515\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1516\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "1517\n", - "pixel_share_below_median is: 0.7714285714285715\n", - "pixel_share_above_median is: 0.22857142857142856\n", - "Sprawl index is: 0.7714285714285715\n", - "1518\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "1519\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1520\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "1521\n", - "pixel_share_below_median is: 0.9310344827586207\n", - "pixel_share_above_median is: 0.06896551724137931\n", - "Sprawl index is: 0.9310344827586207\n", - "1522\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1523\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "1524\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1525\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "1526\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1527\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1528\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1529\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "1530\n", - "pixel_share_below_median is: 0.734375\n", - "pixel_share_above_median is: 0.265625\n", - "Sprawl index is: 0.734375\n", - "1531\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1532\n", - "pixel_share_below_median is: 0.475\n", - "pixel_share_above_median is: 0.525\n", - "Sprawl index is: 0.475\n", - "1533\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "1534\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "1535\n", - "pixel_share_below_median is: 0.6842105263157895\n", - "pixel_share_above_median is: 0.3157894736842105\n", - "Sprawl index is: 0.6842105263157895\n", - "1536\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "1537\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "1538\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1539\n", - "pixel_share_below_median is: 0.9230769230769231\n", - "pixel_share_above_median is: 0.07692307692307693\n", - "Sprawl index is: 0.9230769230769231\n", - "1540\n", - "pixel_share_below_median is: 0.48148148148148145\n", - "pixel_share_above_median is: 0.5185185185185185\n", - "Sprawl index is: 0.4814814814814815\n", - "1541\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1542\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "1543\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1544\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1545\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1546\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "1547\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "1548\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1549\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "1550\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1551\n", - "pixel_share_below_median is: 0.30864197530864196\n", - "pixel_share_above_median is: 0.691358024691358\n", - "Sprawl index is: 0.308641975308642\n", - "1552\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1553\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1554\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1555\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "1556\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1557\n", - "pixel_share_below_median is: 0.47058823529411764\n", - "pixel_share_above_median is: 0.5294117647058824\n", - "Sprawl index is: 0.47058823529411764\n", - "1558\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1559\n", - "pixel_share_below_median is: 0.7058823529411765\n", - "pixel_share_above_median is: 0.29411764705882354\n", - "Sprawl index is: 0.7058823529411765\n", - "1560\n", - "pixel_share_below_median is: 0.53125\n", - "pixel_share_above_median is: 0.46875\n", - "Sprawl index is: 0.53125\n", - "1561\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "1562\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1563\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "1564\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1565\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "1566\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1567\n", - "pixel_share_below_median is: 0.26666666666666666\n", - "pixel_share_above_median is: 0.7333333333333333\n", - "Sprawl index is: 0.2666666666666667\n", - "1568\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1569\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "1570\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1571\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "1572\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1573\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1574\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "1575\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "1576\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1577\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl 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"pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1585\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1586\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1587\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1588\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1589\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1590\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1591\n", - "pixel_share_below_median is: 0.5238095238095238\n", - "pixel_share_above_median is: 0.47619047619047616\n", - "Sprawl index is: 0.5238095238095238\n", - "1592\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1593\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1594\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1595\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1596\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1597\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "1598\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1599\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1600\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1601\n", - "pixel_share_below_median is: 0.368763557483731\n", - "pixel_share_above_median is: 0.631236442516269\n", - "Sprawl index is: 0.368763557483731\n", - "1602\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1603\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1604\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1605\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1606\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "1607\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "1608\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "1609\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1610\n", - "pixel_share_below_median is: 0.631578947368421\n", - "pixel_share_above_median is: 0.3684210526315789\n", - "Sprawl index is: 0.631578947368421\n", - "1611\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1612\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1613\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1614\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "1615\n", - "pixel_share_below_median is: 0.48148148148148145\n", - "pixel_share_above_median is: 0.5185185185185185\n", - "Sprawl index is: 0.4814814814814815\n", - "1616\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1617\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.5217391304347826\n", - "Sprawl index is: 0.4782608695652174\n", - "1625\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1626\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1627\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "1628\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "1629\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "1630\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1631\n", - "pixel_share_below_median is: 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"pixel_share_below_median is: 0.5652173913043478\n", - "pixel_share_above_median is: 0.43478260869565216\n", - "Sprawl index is: 0.5652173913043478\n", - "1639\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "1640\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "1641\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1642\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1643\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1644\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 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- "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "1652\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1653\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1654\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1655\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1656\n", - "pixel_share_below_median is: 0.5510204081632653\n", - "pixel_share_above_median is: 0.4489795918367347\n", - "Sprawl index is: 0.5510204081632653\n", - "1657\n", - "pixel_share_below_median is: 0.34615384615384615\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.6206896551724138\n", - "Sprawl index is: 0.3793103448275862\n", - "1664\n", - "pixel_share_below_median is: 0.8095238095238095\n", - "pixel_share_above_median is: 0.19047619047619047\n", - "Sprawl index is: 0.8095238095238095\n", - "1665\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1666\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1667\n", - "pixel_share_below_median is: 0.4017857142857143\n", - "pixel_share_above_median is: 0.5982142857142857\n", - "Sprawl index is: 0.4017857142857143\n", - "1668\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1669\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1670\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1671\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "1672\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "1673\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1674\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1675\n", - "pixel_share_below_median is: 0.2717391304347826\n", - "pixel_share_above_median is: 0.7282608695652174\n", - "Sprawl index is: 0.2717391304347826\n", - "1676\n", - "pixel_share_below_median is: 0.23837209302325582\n", - "pixel_share_above_median is: 0.7616279069767442\n", - "Sprawl index is: 0.2383720930232558\n", - "1677\n", - "pixel_share_below_median is: 0.3472222222222222\n", - "pixel_share_above_median is: 0.6527777777777778\n", - "Sprawl index is: 0.3472222222222222\n", - "1678\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1679\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1680\n", - "pixel_share_below_median is: 0.6111111111111112\n", - "pixel_share_above_median is: 0.3888888888888889\n", - "Sprawl index is: 0.6111111111111112\n", - "1681\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1682\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1683\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "1684\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1685\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1686\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1687\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "1688\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1689\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1690\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1691\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "1692\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1693\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "1694\n", - "pixel_share_below_median is: 0.4074074074074074\n", - "pixel_share_above_median is: 0.5925925925925926\n", - "Sprawl index is: 0.40740740740740744\n", - "1695\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "1696\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1697\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1698\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1699\n", - "pixel_share_below_median is: 0.27586206896551724\n", - "pixel_share_above_median is: 0.7241379310344828\n", - "Sprawl index is: 0.27586206896551724\n", - "1700\n", - "pixel_share_below_median is: 0.5428571428571428\n", - "pixel_share_above_median is: 0.45714285714285713\n", - "Sprawl index is: 0.5428571428571428\n", - "1701\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1702\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "1703\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "1704\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "1705\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1706\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "1707\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1708\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1709\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1710\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1711\n", - "pixel_share_below_median is: 0.3076923076923077\n", - "pixel_share_above_median is: 0.6923076923076923\n", - "Sprawl index is: 0.3076923076923077\n", - "1712\n", - "pixel_share_below_median is: 0.5116279069767442\n", - "pixel_share_above_median is: 0.4883720930232558\n", - "Sprawl index is: 0.5116279069767442\n", - "1713\n", - "pixel_share_below_median is: 0.33568904593639576\n", - "pixel_share_above_median is: 0.6643109540636042\n", - "Sprawl index is: 0.3356890459363958\n", - "1714\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1715\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1716\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1717\n", - "pixel_share_below_median is: 0.6538461538461539\n", - "pixel_share_above_median is: 0.34615384615384615\n", - "Sprawl index is: 0.6538461538461539\n", - "1718\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "1719\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "1720\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1721\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1722\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1723\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "1724\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1725\n", - "pixel_share_below_median is: 0.35294117647058826\n", - "pixel_share_above_median is: 0.6470588235294118\n", - "Sprawl index is: 0.3529411764705882\n", - "1726\n", - "pixel_share_below_median is: 0.6627906976744186\n", - "pixel_share_above_median is: 0.3372093023255814\n", - "Sprawl index is: 0.6627906976744186\n", - "1727\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1728\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1729\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1730\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 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is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1738\n", - "pixel_share_below_median is: 0.9411764705882353\n", - "pixel_share_above_median is: 0.058823529411764705\n", - "Sprawl index is: 0.9411764705882353\n", - "1739\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "1740\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1741\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "1742\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "1743\n", - "pixel_share_below_median is: 0.5285714285714286\n", - "pixel_share_above_median is: 0.4714285714285714\n", - "Sprawl index is: 0.5285714285714286\n", - "1744\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "1745\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "1746\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1747\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1748\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1749\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "1750\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 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- "pixel_share_below_median is: 0.9375\n", - "pixel_share_above_median is: 0.0625\n", - "Sprawl index is: 0.9375\n", - "1758\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1759\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1760\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1761\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1762\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "1763\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1764\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "1765\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "1766\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "1767\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1768\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "1769\n", - "pixel_share_below_median is: 0.5625\n", - "pixel_share_above_median is: 0.4375\n", - "Sprawl index is: 0.5625\n", - "1770\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "1771\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1772\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "1773\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1774\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1775\n", - "pixel_share_below_median is: 0.45714285714285713\n", - "pixel_share_above_median is: 0.5428571428571428\n", - "Sprawl index is: 0.4571428571428572\n", - "1776\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1777\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1778\n", - "pixel_share_below_median is: 0.6521739130434783\n", - "pixel_share_above_median is: 0.34782608695652173\n", - "Sprawl index is: 0.6521739130434783\n", - "1779\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1780\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1781\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1782\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1783\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1784\n", - "pixel_share_below_median is: 0.9230769230769231\n", - "pixel_share_above_median is: 0.07692307692307693\n", - "Sprawl index is: 0.9230769230769231\n", - "1785\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1786\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1787\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1788\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "1789\n", - "pixel_share_below_median is: 0.64\n", - "pixel_share_above_median is: 0.36\n", - "Sprawl index is: 0.64\n", - "1790\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1791\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1792\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1793\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "1794\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "1795\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1796\n", - "pixel_share_below_median is: 0.4520547945205479\n", - "pixel_share_above_median is: 0.547945205479452\n", - "Sprawl index is: 0.452054794520548\n", - "1797\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1798\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "1799\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "1800\n", - "pixel_share_below_median is: 0.41025641025641024\n", - "pixel_share_above_median is: 0.5897435897435898\n", - "Sprawl index is: 0.41025641025641024\n", - "1801\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1802\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1803\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1804\n", - "pixel_share_below_median is: 0.6190476190476191\n", - "pixel_share_above_median is: 0.38095238095238093\n", - "Sprawl index is: 0.6190476190476191\n", - "1805\n", - "pixel_share_below_median is: 0.44776119402985076\n", - "pixel_share_above_median is: 0.5522388059701493\n", - "Sprawl index is: 0.4477611940298507\n", - "1806\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1807\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1808\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "1809\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1810\n", - "pixel_share_below_median is: 0.6111111111111112\n", - "pixel_share_above_median is: 0.3888888888888889\n", - "Sprawl index is: 0.6111111111111112\n", - "1811\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1812\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "1813\n", - "pixel_share_below_median is: 0.40350877192982454\n", - "pixel_share_above_median is: 0.5964912280701754\n", - "Sprawl index is: 0.4035087719298246\n", - "1814\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1815\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1816\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1817\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1818\n", - "pixel_share_below_median is: 0.7894736842105263\n", - "pixel_share_above_median is: 0.21052631578947367\n", - "Sprawl index is: 0.7894736842105263\n", - "1819\n", - "pixel_share_below_median is: 0.53125\n", - "pixel_share_above_median is: 0.46875\n", - "Sprawl index is: 0.53125\n", - "1820\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "1821\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1822\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1823\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "1824\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "1825\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "1826\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1827\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1828\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1829\n", - "pixel_share_below_median is: 0.4358974358974359\n", - "pixel_share_above_median is: 0.5641025641025641\n", - "Sprawl index is: 0.4358974358974359\n", - "1830\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1831\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1832\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1833\n", - "pixel_share_below_median is: 0.4117647058823529\n", - "pixel_share_above_median is: 0.5882352941176471\n", - "Sprawl index is: 0.4117647058823529\n", - "1834\n", - "pixel_share_below_median is: 0.8125\n", - "pixel_share_above_median is: 0.1875\n", - "Sprawl index is: 0.8125\n", - "1835\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1836\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1837\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1845\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1846\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1847\n", - "pixel_share_below_median is: 0.6470588235294118\n", - "pixel_share_above_median is: 0.35294117647058826\n", - "Sprawl index is: 0.6470588235294118\n", - "1848\n", - "pixel_share_below_median is: 0.6486486486486487\n", - "pixel_share_above_median is: 0.35135135135135137\n", - "Sprawl index is: 0.6486486486486487\n", - "1849\n", - "pixel_share_below_median is: 0.21428571428571427\n", - "pixel_share_above_median is: 0.7857142857142857\n", - "Sprawl index is: 0.2142857142857143\n", - "1850\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1858\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1859\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1860\n", - "pixel_share_below_median is: 0.9230769230769231\n", - "pixel_share_above_median is: 0.07692307692307693\n", - "Sprawl index is: 0.9230769230769231\n", - "1861\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1862\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1863\n", - "pixel_share_below_median is: 0.5806451612903226\n", - "pixel_share_above_median is: 0.41935483870967744\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1872\n", - "pixel_share_below_median is: 0.5625\n", - "pixel_share_above_median is: 0.4375\n", - "Sprawl index is: 0.5625\n", - "1873\n", - "pixel_share_below_median is: 0.4782608695652174\n", - "pixel_share_above_median is: 0.5217391304347826\n", - "Sprawl index is: 0.4782608695652174\n", - "1874\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1875\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "1876\n", - "pixel_share_below_median is: 0.3448275862068966\n", - "pixel_share_above_median is: 0.6551724137931034\n", - "Sprawl index is: 0.3448275862068966\n", - "1877\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "1878\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1879\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1880\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1881\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1882\n", - "pixel_share_below_median is: 0.23809523809523808\n", - "pixel_share_above_median is: 0.7619047619047619\n", - "Sprawl index is: 0.23809523809523814\n", - "1883\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1884\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "1885\n", - "pixel_share_below_median is: 0.358974358974359\n", - "pixel_share_above_median is: 0.6410256410256411\n", - "Sprawl index is: 0.3589743589743589\n", - "1886\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "1887\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "1888\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1889\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1890\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1891\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1892\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "1893\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1894\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1895\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1896\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "1897\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1898\n", - "pixel_share_below_median is: 0.4857142857142857\n", - "pixel_share_above_median is: 0.5142857142857142\n", - "Sprawl index is: 0.48571428571428577\n", - "1899\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1900\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "1901\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "1902\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1903\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1904\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "1905\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1906\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "1907\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1908\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1909\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1910\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1911\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "1912\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1913\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "1914\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "1915\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1916\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1917\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1918\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "1919\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1920\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1921\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1922\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "1923\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "1924\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1925\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1926\n", - "pixel_share_below_median is: 0.42105263157894735\n", - "pixel_share_above_median is: 0.5789473684210527\n", - "Sprawl index is: 0.42105263157894735\n", - "1927\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "1928\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1929\n", - "pixel_share_below_median is: 0.7666666666666667\n", - "pixel_share_above_median is: 0.23333333333333334\n", - "Sprawl index is: 0.7666666666666667\n", - "1930\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1931\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1932\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1933\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1934\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "1935\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1936\n", - "pixel_share_below_median is: 0.17647058823529413\n", - "pixel_share_above_median is: 0.8235294117647058\n", - "Sprawl index is: 0.17647058823529416\n", - "1937\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1938\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1939\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "1940\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "1941\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "1942\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1943\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "1944\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1945\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "1946\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "1947\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1948\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1949\n", - "pixel_share_below_median is: 0.45\n", - "pixel_share_above_median is: 0.55\n", - "Sprawl index is: 0.44999999999999996\n", - "1950\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "1951\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1952\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "1953\n", - "pixel_share_below_median is: 0.3673469387755102\n", - "pixel_share_above_median is: 0.6326530612244898\n", - "Sprawl index is: 0.36734693877551017\n", - "1954\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1955\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "1956\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1957\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1958\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1959\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1960\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "1961\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "1962\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "1963\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "1964\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1965\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1966\n", - "pixel_share_below_median is: 0.6111111111111112\n", - "pixel_share_above_median is: 0.3888888888888889\n", - "Sprawl index is: 0.6111111111111112\n", - "1967\n", - "pixel_share_below_median is: 0.4782608695652174\n", - "pixel_share_above_median is: 0.5217391304347826\n", - "Sprawl index is: 0.4782608695652174\n", - "1968\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "1969\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "1970\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "1971\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "1972\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "1973\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1974\n", - "pixel_share_below_median is: 0.2696629213483146\n", - "pixel_share_above_median is: 0.7303370786516854\n", - "Sprawl index is: 0.2696629213483146\n", - "1975\n", - "pixel_share_below_median is: 0.125\n", - "pixel_share_above_median is: 0.875\n", - "Sprawl index is: 0.125\n", - "1976\n", - "pixel_share_below_median is: 0.34615384615384615\n", - "pixel_share_above_median is: 0.6538461538461539\n", - "Sprawl index is: 0.34615384615384615\n", - "1977\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "1978\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "1979\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1980\n", - "pixel_share_below_median is: 0.43333333333333335\n", - "pixel_share_above_median is: 0.5666666666666667\n", - "Sprawl index is: 0.43333333333333335\n", - "1981\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "1982\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1983\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "1984\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "1985\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "1986\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "1987\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "1988\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "1989\n", - "pixel_share_below_median is: 0.34782608695652173\n", - "pixel_share_above_median is: 0.6521739130434783\n", - "Sprawl index is: 0.34782608695652173\n", - "1990\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "1991\n", - "pixel_share_below_median is: 0.32142857142857145\n", - "pixel_share_above_median is: 0.6785714285714286\n", - "Sprawl index is: 0.3214285714285714\n", - "1992\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "1993\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "1994\n", - "pixel_share_below_median is: 0.5789473684210527\n", - "pixel_share_above_median is: 0.42105263157894735\n", - "Sprawl index is: 0.5789473684210527\n", - "1995\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "1996\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "1997\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "1998\n", - "pixel_share_below_median is: 0.8235294117647058\n", - "pixel_share_above_median is: 0.17647058823529413\n", - "Sprawl index is: 0.8235294117647058\n", - "1999\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2000\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "2001\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2002\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "2003\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "2004\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2005\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "2006\n", - "pixel_share_below_median is: 0.5344827586206896\n", - "pixel_share_above_median is: 0.46551724137931033\n", - "Sprawl index is: 0.5344827586206896\n", - "2007\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2008\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "2009\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "2010\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2011\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2012\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2013\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2014\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2015\n", - "pixel_share_below_median is: 0.7435897435897436\n", - "pixel_share_above_median is: 0.2564102564102564\n", - "Sprawl index is: 0.7435897435897436\n", - "2016\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2017\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "2018\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2019\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2020\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2021\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2022\n", - "pixel_share_below_median is: 0.6904761904761905\n", - "pixel_share_above_median is: 0.30952380952380953\n", - "Sprawl index is: 0.6904761904761905\n", - "2023\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2024\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "2025\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2026\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2027\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2028\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2029\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2030\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2031\n", - "pixel_share_below_median is: 0.35294117647058826\n", - "pixel_share_above_median is: 0.6470588235294118\n", - "Sprawl index is: 0.3529411764705882\n", - "2032\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "2033\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2034\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2035\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2036\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "2037\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2038\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2039\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2040\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2041\n", - "pixel_share_below_median is: 0.5185185185185185\n", - "pixel_share_above_median is: 0.48148148148148145\n", - "Sprawl index is: 0.5185185185185185\n", - "2042\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2043\n", - "pixel_share_below_median is: 0.44\n", - "pixel_share_above_median is: 0.56\n", - "Sprawl index is: 0.43999999999999995\n", - "2044\n", - "pixel_share_below_median is: 0.3157894736842105\n", - "pixel_share_above_median is: 0.6842105263157895\n", - "Sprawl index is: 0.3157894736842105\n", - "2045\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "2046\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2047\n", - "pixel_share_below_median is: 0.5319148936170213\n", - "pixel_share_above_median is: 0.46808510638297873\n", - "Sprawl index is: 0.5319148936170213\n", - "2048\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "2049\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2050\n", - "pixel_share_below_median is: 0.25925925925925924\n", - "pixel_share_above_median is: 0.7407407407407407\n", - "Sprawl index is: 0.2592592592592593\n", - "2051\n", - "pixel_share_below_median is: 0.2631578947368421\n", - "pixel_share_above_median is: 0.7368421052631579\n", - "Sprawl index is: 0.26315789473684215\n", - "2052\n", - "pixel_share_below_median is: 0.5238095238095238\n", - "pixel_share_above_median is: 0.47619047619047616\n", - "Sprawl index is: 0.5238095238095238\n", - "2053\n", - "pixel_share_below_median is: 0.631578947368421\n", - "pixel_share_above_median is: 0.3684210526315789\n", - "Sprawl index is: 0.631578947368421\n", - "2054\n", - "pixel_share_below_median is: 0.5625\n", - "pixel_share_above_median is: 0.4375\n", - "Sprawl index is: 0.5625\n", - "2055\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "2056\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2057\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2058\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "2059\n", - "pixel_share_below_median is: 0.4583333333333333\n", - "pixel_share_above_median is: 0.5416666666666666\n", - "Sprawl index is: 0.45833333333333337\n", - "2060\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2061\n", - "pixel_share_below_median is: 0.9375\n", - "pixel_share_above_median is: 0.0625\n", - "Sprawl index is: 0.9375\n", - "2062\n", - "pixel_share_below_median is: 0.5054945054945055\n", - "pixel_share_above_median is: 0.4945054945054945\n", - "Sprawl index is: 0.5054945054945055\n", - "2063\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "2064\n", - "pixel_share_below_median is: 0.47619047619047616\n", - "pixel_share_above_median is: 0.5238095238095238\n", - "Sprawl index is: 0.47619047619047616\n", - "2065\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "2066\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2067\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "2068\n", - "pixel_share_below_median is: 0.07692307692307693\n", - "pixel_share_above_median is: 0.9230769230769231\n", - "Sprawl index is: 0.07692307692307687\n", - "2069\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "2070\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2071\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2072\n", - "pixel_share_below_median is: 0.3185840707964602\n", - "pixel_share_above_median is: 0.6814159292035398\n", - "Sprawl index is: 0.31858407079646023\n", - "2073\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "2074\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2075\n", - "pixel_share_below_median is: 0.9230769230769231\n", - "pixel_share_above_median is: 0.07692307692307693\n", - "Sprawl index is: 0.9230769230769231\n", - "2076\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "2077\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "2078\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2079\n", - "pixel_share_below_median is: 0.6818181818181818\n", - "pixel_share_above_median is: 0.3181818181818182\n", - "Sprawl index is: 0.6818181818181818\n", - "2080\n", - "pixel_share_below_median is: 0.44\n", - "pixel_share_above_median is: 0.56\n", - "Sprawl index is: 0.43999999999999995\n", - "2081\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2082\n", - "pixel_share_below_median is: 0.32\n", - "pixel_share_above_median is: 0.68\n", - "Sprawl index is: 0.31999999999999995\n", - "2083\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2084\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2085\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2086\n", - "pixel_share_below_median is: 0.423728813559322\n", - "pixel_share_above_median is: 0.576271186440678\n", - "Sprawl index is: 0.423728813559322\n", - "2087\n", - "pixel_share_below_median is: 0.7288135593220338\n", - "pixel_share_above_median is: 0.2711864406779661\n", - "Sprawl index is: 0.7288135593220338\n", - "2088\n", - "pixel_share_below_median is: 0.64\n", - "pixel_share_above_median is: 0.36\n", - "Sprawl index is: 0.64\n", - "2089\n", - "pixel_share_below_median is: 0.2777777777777778\n", - "pixel_share_above_median is: 0.7222222222222222\n", - "Sprawl index is: 0.2777777777777778\n", - "2090\n", - "pixel_share_below_median is: 0.7407407407407407\n", - "pixel_share_above_median is: 0.25925925925925924\n", - "Sprawl index is: 0.7407407407407407\n", - "2091\n", - "pixel_share_below_median is: 0.7586206896551724\n", - "pixel_share_above_median is: 0.2413793103448276\n", - "Sprawl index is: 0.7586206896551724\n", - "2092\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "2093\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "2094\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2095\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2096\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2097\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2098\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2099\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "2100\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2101\n", - "pixel_share_below_median is: 0.8235294117647058\n", - "pixel_share_above_median is: 0.17647058823529413\n", - "Sprawl index is: 0.8235294117647058\n", - "2102\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "2103\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "2104\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2105\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "2106\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "2107\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2108\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "2109\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2110\n", - "pixel_share_below_median is: 0.64\n", - "pixel_share_above_median is: 0.36\n", - "Sprawl index is: 0.64\n", - "2111\n", - "pixel_share_below_median is: 0.5614035087719298\n", - "pixel_share_above_median is: 0.43859649122807015\n", - "Sprawl index is: 0.5614035087719298\n", - "2112\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "2113\n", - "pixel_share_below_median is: 0.8636363636363636\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.037037037037037035\n", - "Sprawl index is: 0.9629629629629629\n", - "2121\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2122\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "2123\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "2124\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2125\n", - "pixel_share_below_median is: 0.36065573770491804\n", - "pixel_share_above_median is: 0.639344262295082\n", - "Sprawl index is: 0.360655737704918\n", - "2126\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.6086956521739131\n", - "pixel_share_above_median is: 0.391304347826087\n", - "Sprawl index is: 0.6086956521739131\n", - "2141\n", - "pixel_share_below_median is: 0.6190476190476191\n", - "pixel_share_above_median is: 0.38095238095238093\n", - "Sprawl index is: 0.6190476190476191\n", - "2142\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "2143\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "2144\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2145\n", - "pixel_share_below_median is: 0.5434782608695652\n", - "pixel_share_above_median is: 0.45652173913043476\n", - "Sprawl index is: 0.5434782608695652\n", - "2146\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2147\n", - "pixel_share_below_median is: 0.6842105263157895\n", - "pixel_share_above_median is: 0.3157894736842105\n", - "Sprawl index is: 0.6842105263157895\n", - "2148\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2149\n", - "pixel_share_below_median is: 0.2866666666666667\n", - "pixel_share_above_median is: 0.7133333333333334\n", - "Sprawl index is: 0.2866666666666666\n", - "2150\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2151\n", - "pixel_share_below_median is: 0.631578947368421\n", - "pixel_share_above_median is: 0.3684210526315789\n", - "Sprawl index is: 0.631578947368421\n", - "2152\n", - "pixel_share_below_median is: 0.4027777777777778\n", - "pixel_share_above_median is: 0.5972222222222222\n", - "Sprawl index is: 0.4027777777777778\n", - "2153\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2154\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2155\n", - "pixel_share_below_median is: 0.5952380952380952\n", - "pixel_share_above_median is: 0.40476190476190477\n", - "Sprawl index is: 0.5952380952380952\n", - "2156\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "2157\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2158\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 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"Sprawl index is: 0.2857142857142857\n", - "2178\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2179\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2180\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2181\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "2182\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2183\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2184\n", - "pixel_share_below_median is: 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"pixel_share_above_median is: 0.05555555555555555\n", - "Sprawl index is: 0.9444444444444444\n", - "2217\n", - "pixel_share_below_median is: 0.5869565217391305\n", - "pixel_share_above_median is: 0.41304347826086957\n", - "Sprawl index is: 0.5869565217391305\n", - "2218\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "2219\n", - "pixel_share_below_median is: 0.35294117647058826\n", - "pixel_share_above_median is: 0.6470588235294118\n", - "Sprawl index is: 0.3529411764705882\n", - "2220\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2221\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "2222\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2237\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2238\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2239\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2240\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "2241\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2242\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2243\n", - "pixel_share_below_median is: 0.5909090909090909\n", - "pixel_share_above_median is: 0.4090909090909091\n", - "Sprawl index is: 0.5909090909090909\n", - "2244\n", - "pixel_share_below_median is: 0.36666666666666664\n", - "pixel_share_above_median is: 0.6333333333333333\n", - "Sprawl index is: 0.3666666666666667\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2245\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2246\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2247\n", - "pixel_share_below_median is: 0.1111111111111111\n", - "pixel_share_above_median is: 0.8888888888888888\n", - "Sprawl index is: 0.11111111111111116\n", - "2248\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "2249\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "2250\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "2251\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2252\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2253\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2254\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2255\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "2256\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.47959183673469385\n", - "Sprawl index is: 0.5204081632653061\n", - "2264\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2265\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2266\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "2267\n", - "pixel_share_below_median is: 0.6956521739130435\n", - "pixel_share_above_median is: 0.30434782608695654\n", - "Sprawl index is: 0.6956521739130435\n", - "2268\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "2269\n", - "pixel_share_below_median is: 0.6521739130434783\n", - "pixel_share_above_median is: 0.34782608695652173\n", - "Sprawl index is: 0.6521739130434783\n", - "2270\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "2271\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2272\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2273\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2274\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "2275\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2276\n", - "pixel_share_below_median is: 0.6875\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2284\n", - "pixel_share_below_median is: 0.36036036036036034\n", - "pixel_share_above_median is: 0.6396396396396397\n", - "Sprawl index is: 0.36036036036036034\n", - "2285\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2286\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2287\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "2288\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2289\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2290\n", - 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"pixel_share_above_median is: 0.17647058823529413\n", - "Sprawl index is: 0.8235294117647058\n", - "2298\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2299\n", - "pixel_share_below_median is: 0.72\n", - "pixel_share_above_median is: 0.28\n", - "Sprawl index is: 0.72\n", - "2300\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "2301\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2302\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "2303\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2304\n", - "pixel_share_below_median is: 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"pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2318\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2319\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2320\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2321\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2322\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2323\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2324\n", - "pixel_share_below_median is: 0.4583333333333333\n", - "pixel_share_above_median is: 0.5416666666666666\n", - "Sprawl index is: 0.45833333333333337\n", - "2325\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2326\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2327\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2328\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2329\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "2330\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl 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"pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2351\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2352\n", - "pixel_share_below_median is: 0.47058823529411764\n", - "pixel_share_above_median is: 0.5294117647058824\n", - "Sprawl index is: 0.47058823529411764\n", - "2353\n", - "pixel_share_below_median is: 0.2222222222222222\n", - "pixel_share_above_median is: 0.7777777777777778\n", - "Sprawl index is: 0.2222222222222222\n", - "2354\n", - "pixel_share_below_median is: 0.64\n", - "pixel_share_above_median is: 0.36\n", - "Sprawl index is: 0.64\n", - "2355\n", - "pixel_share_below_median is: 0.5116279069767442\n", - "pixel_share_above_median is: 0.4883720930232558\n", - "Sprawl index is: 0.5116279069767442\n", - "2356\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.3870967741935484\n", - "pixel_share_above_median is: 0.6129032258064516\n", - "Sprawl index is: 0.3870967741935484\n", - "2397\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2398\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2399\n", - "pixel_share_below_median is: 0.3793103448275862\n", - "pixel_share_above_median is: 0.6206896551724138\n", - "Sprawl index is: 0.3793103448275862\n", - "2400\n", - "pixel_share_below_median is: 0.64\n", - "pixel_share_above_median is: 0.36\n", - "Sprawl index is: 0.64\n", - "2401\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "2402\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "2403\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2404\n", - "pixel_share_below_median is: 0.7368421052631579\n", - "pixel_share_above_median is: 0.2631578947368421\n", - "Sprawl index is: 0.7368421052631579\n", - "2405\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2406\n", - "pixel_share_below_median is: 0.1\n", - "pixel_share_above_median is: 0.9\n", - "Sprawl index is: 0.09999999999999998\n", - "2407\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "2408\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "2409\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2410\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "2411\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "2412\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2413\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "2414\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2415\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2416\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.6044776119402985\n", - "Sprawl index is: 0.3955223880597015\n", - "2424\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "2425\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2426\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2427\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2428\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2429\n", - "pixel_share_below_median is: 0.8260869565217391\n", - "pixel_share_above_median is: 0.17391304347826086\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "2443\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2444\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "2445\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2446\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2447\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "2448\n", - "pixel_share_below_median is: 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- "2461\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2462\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "2463\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2464\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2465\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2466\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2467\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2468\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2469\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "2470\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2471\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2472\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2473\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2474\n", - "pixel_share_below_median is: 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"Sprawl index is: 0.5\n", - "2481\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "2482\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2483\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2484\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2485\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "2486\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2487\n", - "pixel_share_below_median is: 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"pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "2494\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2495\n", - "pixel_share_below_median is: 0.48\n", - "pixel_share_above_median is: 0.52\n", - "Sprawl index is: 0.48\n", - "2496\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "2497\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2498\n", - "pixel_share_below_median is: 0.2222222222222222\n", - "pixel_share_above_median is: 0.7777777777777778\n", - "Sprawl index is: 0.2222222222222222\n", - "2499\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2500\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "2501\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2502\n", - "pixel_share_below_median is: 0.391304347826087\n", - "pixel_share_above_median is: 0.6086956521739131\n", - "Sprawl index is: 0.3913043478260869\n", - "2503\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "2504\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2505\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2506\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "2507\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2508\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2509\n", - "pixel_share_below_median is: 0.6521739130434783\n", - "pixel_share_above_median is: 0.34782608695652173\n", - "Sprawl index is: 0.6521739130434783\n", - "2510\n", - "pixel_share_below_median is: 0.2631578947368421\n", - "pixel_share_above_median is: 0.7368421052631579\n", - "Sprawl index is: 0.26315789473684215\n", - "2511\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2512\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2513\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2521\n", - "pixel_share_below_median is: 0.288135593220339\n", - "pixel_share_above_median is: 0.711864406779661\n", - "Sprawl index is: 0.288135593220339\n", - "2522\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "2523\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2524\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2525\n", - "pixel_share_below_median is: 0.5142857142857142\n", - "pixel_share_above_median is: 0.4857142857142857\n", - "Sprawl index is: 0.5142857142857142\n", - "2526\n", - "pixel_share_below_median is: 0.26848249027237353\n", - "pixel_share_above_median is: 0.7315175097276264\n", - "Sprawl index is: 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"Sprawl index is: 0.2592592592592593\n", - "2533\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2534\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2535\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2536\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2537\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "2538\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "2539\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "2540\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "2541\n", - "pixel_share_below_median is: 0.7037037037037037\n", - "pixel_share_above_median is: 0.2962962962962963\n", - "Sprawl index is: 0.7037037037037037\n", - "2542\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "2543\n", - "pixel_share_below_median is: 0.2222222222222222\n", - "pixel_share_above_median is: 0.7777777777777778\n", - "Sprawl index is: 0.2222222222222222\n", - "2544\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2545\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "2546\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2547\n", - "pixel_share_below_median is: 0.723404255319149\n", - "pixel_share_above_median is: 0.2765957446808511\n", - "Sprawl index is: 0.723404255319149\n", - "2548\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2549\n", - "pixel_share_below_median is: 0.4864864864864865\n", - "pixel_share_above_median is: 0.5135135135135135\n", - "Sprawl index is: 0.4864864864864865\n", - "2550\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2551\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "2552\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "2553\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "2554\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2555\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2556\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "2557\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2558\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "2559\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "2560\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2561\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "2562\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "2563\n", - "pixel_share_below_median is: 0.3076923076923077\n", - "pixel_share_above_median is: 0.6923076923076923\n", - "Sprawl index is: 0.3076923076923077\n", - "2564\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2565\n", - "pixel_share_below_median is: 0.5483870967741935\n", - "pixel_share_above_median is: 0.45161290322580644\n", - "Sprawl index is: 0.5483870967741935\n", - "2566\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2567\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2568\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2569\n", - "pixel_share_below_median is: 0.41935483870967744\n", - "pixel_share_above_median is: 0.5806451612903226\n", - "Sprawl index is: 0.4193548387096774\n", - "2570\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "2571\n", - "pixel_share_below_median is: 0.40086206896551724\n", - "pixel_share_above_median is: 0.5991379310344828\n", - "Sprawl index is: 0.40086206896551724\n", - "2572\n", - "pixel_share_below_median is: 0.43243243243243246\n", - "pixel_share_above_median is: 0.5675675675675675\n", - "Sprawl index is: 0.43243243243243246\n", - "2573\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2574\n", - "pixel_share_below_median is: 0.49411764705882355\n", - "pixel_share_above_median is: 0.5058823529411764\n", - "Sprawl index is: 0.49411764705882355\n", - "2575\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2576\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2577\n", - "pixel_share_below_median is: 0.6571428571428571\n", - "pixel_share_above_median is: 0.34285714285714286\n", - "Sprawl index is: 0.6571428571428571\n", - "2578\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2579\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2580\n", - "pixel_share_below_median is: 0.47586206896551725\n", - "pixel_share_above_median is: 0.5241379310344828\n", - "Sprawl index is: 0.4758620689655172\n", - "2581\n", - "pixel_share_below_median is: 0.4375\n", - "pixel_share_above_median is: 0.5625\n", - "Sprawl index is: 0.4375\n", - "2582\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "2583\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2584\n", - "pixel_share_below_median is: 0.5769230769230769\n", - "pixel_share_above_median is: 0.4230769230769231\n", - "Sprawl index is: 0.5769230769230769\n", - "2585\n", - "pixel_share_below_median is: 0.6956521739130435\n", - "pixel_share_above_median is: 0.30434782608695654\n", - "Sprawl index is: 0.6956521739130435\n", - "2586\n", - "pixel_share_below_median is: 0.4791666666666667\n", - "pixel_share_above_median is: 0.5208333333333334\n", - "Sprawl index is: 0.47916666666666663\n", - "2587\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "2588\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2589\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2590\n", - "pixel_share_below_median is: 0.4528301886792453\n", - "pixel_share_above_median is: 0.5471698113207547\n", - "Sprawl index is: 0.4528301886792453\n", - "2591\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2592\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "2593\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2594\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2595\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2596\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2597\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2598\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "2599\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2600\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "2601\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2602\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2603\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2604\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2605\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2606\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2607\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2608\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2609\n", - "pixel_share_below_median is: 0.4375\n", - "pixel_share_above_median is: 0.5625\n", - "Sprawl index is: 0.4375\n", - "2610\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2611\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "2612\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2613\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2614\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2615\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2616\n", - "pixel_share_below_median is: 0.47619047619047616\n", - "pixel_share_above_median is: 0.5238095238095238\n", - "Sprawl index is: 0.47619047619047616\n", - "2617\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2618\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2619\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2620\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "2621\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "2622\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2623\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "2624\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2625\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2626\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2627\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "2628\n", - "pixel_share_below_median is: 0.95\n", - "pixel_share_above_median is: 0.05\n", - "Sprawl index is: 0.95\n", - "2629\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2630\n", - "pixel_share_below_median is: 0.53125\n", - "pixel_share_above_median is: 0.46875\n", - "Sprawl index is: 0.53125\n", - "2631\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "2632\n", - "pixel_share_below_median is: 0.291005291005291\n", - "pixel_share_above_median is: 0.708994708994709\n", - "Sprawl index is: 0.29100529100529104\n", - "2633\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2634\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "2635\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "2636\n", - "pixel_share_below_median is: 0.6176470588235294\n", - "pixel_share_above_median is: 0.38235294117647056\n", - "Sprawl index is: 0.6176470588235294\n", - "2637\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2638\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "2639\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2640\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2641\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2642\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "2643\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2644\n", - "pixel_share_below_median is: 0.43243243243243246\n", - "pixel_share_above_median is: 0.5675675675675675\n", - "Sprawl index is: 0.43243243243243246\n", - "2645\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2646\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2647\n", - "pixel_share_below_median is: 0.4117647058823529\n", - "pixel_share_above_median is: 0.5882352941176471\n", - "Sprawl index is: 0.4117647058823529\n", - "2648\n", - "pixel_share_below_median is: 0.6193548387096774\n", - "pixel_share_above_median is: 0.38064516129032255\n", - "Sprawl index is: 0.6193548387096774\n", - "2649\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2650\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2651\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.0625\n", - "Sprawl index is: 0.9375\n", - "2659\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "2660\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "2661\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "2662\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2663\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "2664\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2665\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2666\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2667\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "2668\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "2669\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2670\n", - "pixel_share_below_median is: 0.2631578947368421\n", - "pixel_share_above_median is: 0.7368421052631579\n", - "Sprawl index is: 0.26315789473684215\n", - "2671\n", - "pixel_share_below_median is: 0.47058823529411764\n", - "pixel_share_above_median is: 0.5294117647058824\n", - "Sprawl index is: 0.47058823529411764\n", - "2672\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "2673\n", - "pixel_share_below_median is: 0.76\n", - "pixel_share_above_median is: 0.24\n", - "Sprawl index is: 0.76\n", - "2674\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "2675\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2676\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2677\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2678\n", - "pixel_share_below_median is: 0.5185185185185185\n", - "pixel_share_above_median is: 0.48148148148148145\n", - "Sprawl index is: 0.5185185185185185\n", - "2679\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2680\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2681\n", - "pixel_share_below_median is: 0.42105263157894735\n", - "pixel_share_above_median is: 0.5789473684210527\n", - "Sprawl index is: 0.42105263157894735\n", - "2682\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "2683\n", - "pixel_share_below_median is: 0.4782608695652174\n", - "pixel_share_above_median is: 0.5217391304347826\n", - "Sprawl index is: 0.4782608695652174\n", - "2684\n", - "pixel_share_below_median is: 0.5535714285714286\n", - "pixel_share_above_median is: 0.44642857142857145\n", - "Sprawl index is: 0.5535714285714286\n", - "2685\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "2692\n", - "pixel_share_below_median is: 0.6060606060606061\n", - "pixel_share_above_median is: 0.3939393939393939\n", - "Sprawl index is: 0.6060606060606061\n", - "2693\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "2694\n", - "pixel_share_below_median is: 0.21568627450980393\n", - "pixel_share_above_median is: 0.7843137254901961\n", - "Sprawl index is: 0.21568627450980393\n", - "2695\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "2696\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "2697\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2698\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "2699\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2700\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "2701\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2702\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2703\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2704\n", - "pixel_share_below_median is: 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"Sprawl index is: 0.0\n", - "2717\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2718\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2719\n", - "pixel_share_below_median is: 0.6491228070175439\n", - "pixel_share_above_median is: 0.3508771929824561\n", - "Sprawl index is: 0.6491228070175439\n", - "2720\n", - "pixel_share_below_median is: 0.6296296296296297\n", - "pixel_share_above_median is: 0.37037037037037035\n", - "Sprawl index is: 0.6296296296296297\n", - "2721\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "2722\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "2730\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2731\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2732\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2733\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2734\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2735\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - 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"2749\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2750\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "2751\n", - "pixel_share_below_median is: 0.4358974358974359\n", - "pixel_share_above_median is: 0.5641025641025641\n", - "Sprawl index is: 0.4358974358974359\n", - "2752\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2753\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2754\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2755\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "2756\n", - "pixel_share_below_median is: 0.5569620253164557\n", - "pixel_share_above_median is: 0.4430379746835443\n", - "Sprawl index is: 0.5569620253164557\n", - "2757\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "2758\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2759\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2760\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2761\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 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"Sprawl index is: 0.30000000000000004\n", - "2769\n", - "pixel_share_below_median is: 0.5185185185185185\n", - "pixel_share_above_median is: 0.48148148148148145\n", - "Sprawl index is: 0.5185185185185185\n", - "2770\n", - "pixel_share_below_median is: 0.391304347826087\n", - "pixel_share_above_median is: 0.6086956521739131\n", - "Sprawl index is: 0.3913043478260869\n", - "2771\n", - "pixel_share_below_median is: 0.325\n", - "pixel_share_above_median is: 0.675\n", - "Sprawl index is: 0.32499999999999996\n", - "2772\n", - "pixel_share_below_median is: 0.6774193548387096\n", - "pixel_share_above_median is: 0.3225806451612903\n", - "Sprawl index is: 0.6774193548387096\n", - "2773\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2774\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2775\n", - "pixel_share_below_median is: 0.5625\n", - "pixel_share_above_median is: 0.4375\n", - "Sprawl index is: 0.5625\n", - "2776\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "2777\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2778\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2779\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2780\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2781\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "2782\n", - "pixel_share_below_median is: 0.3888888888888889\n", - "pixel_share_above_median is: 0.6111111111111112\n", - "Sprawl index is: 0.38888888888888884\n", - "2783\n", - "pixel_share_below_median is: 0.24691358024691357\n", - "pixel_share_above_median is: 0.7530864197530864\n", - "Sprawl index is: 0.24691358024691357\n", - "2784\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2785\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2786\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2787\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "2788\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2789\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2790\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2791\n", - "pixel_share_below_median is: 0.5961538461538461\n", - "pixel_share_above_median is: 0.40384615384615385\n", - "Sprawl index is: 0.5961538461538461\n", - "2792\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2793\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2794\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2795\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2796\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2797\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2798\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2799\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "2800\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "2801\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2802\n", - "pixel_share_below_median is: 0.7058823529411765\n", - "pixel_share_above_median is: 0.29411764705882354\n", - "Sprawl index is: 0.7058823529411765\n", - "2803\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2804\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2805\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "2806\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2807\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2808\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2809\n", - "pixel_share_below_median is: 0.6333333333333333\n", - "pixel_share_above_median is: 0.36666666666666664\n", - "Sprawl index is: 0.6333333333333333\n", - "2810\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "2811\n", - "pixel_share_below_median is: 0.43478260869565216\n", - "pixel_share_above_median is: 0.5652173913043478\n", - "Sprawl index is: 0.4347826086956522\n", - "2812\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "2813\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2814\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2815\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2816\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2817\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2818\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2819\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2820\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2821\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "2822\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2823\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "2824\n", - "pixel_share_below_median is: 0.47058823529411764\n", - "pixel_share_above_median is: 0.5294117647058824\n", - "Sprawl index is: 0.47058823529411764\n", - "2825\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2826\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2827\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2828\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "2829\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2830\n", - "pixel_share_below_median is: 0.39303482587064675\n", - "pixel_share_above_median is: 0.6069651741293532\n", - "Sprawl index is: 0.39303482587064675\n", - "2831\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2832\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2833\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2834\n", - "pixel_share_below_median is: 0.4782608695652174\n", - "pixel_share_above_median is: 0.5217391304347826\n", - "Sprawl index is: 0.4782608695652174\n", - "2835\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 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"2843\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2844\n", - "pixel_share_below_median is: 0.3902439024390244\n", - "pixel_share_above_median is: 0.6097560975609756\n", - "Sprawl index is: 0.3902439024390244\n", - "2845\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2846\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2847\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2848\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2849\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "2850\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2851\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2852\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2853\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2854\n", - "pixel_share_below_median is: 0.18181818181818182\n", - "pixel_share_above_median is: 0.8181818181818182\n", - "Sprawl index is: 0.18181818181818177\n", - "2855\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2856\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2857\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "2858\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "2859\n", - "pixel_share_below_median is: 0.36\n", - "pixel_share_above_median is: 0.64\n", - "Sprawl index is: 0.36\n", - "2860\n", - "pixel_share_below_median is: 0.43564356435643564\n", - "pixel_share_above_median is: 0.5643564356435643\n", - "Sprawl index is: 0.4356435643564357\n", - "2861\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "2862\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2863\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "2864\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "2865\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "2866\n", - "pixel_share_below_median is: 0.4793388429752066\n", - "pixel_share_above_median is: 0.5206611570247934\n", - "Sprawl index is: 0.47933884297520657\n", - "2867\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2868\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "2869\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "2870\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2871\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2872\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2873\n", - "pixel_share_below_median is: 0.7857142857142857\n", - "pixel_share_above_median is: 0.21428571428571427\n", - "Sprawl index is: 0.7857142857142857\n", - "2874\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "2875\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "2876\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "2877\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "2878\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2879\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "2880\n", - "pixel_share_below_median is: 0.6875\n", - "pixel_share_above_median is: 0.3125\n", - "Sprawl index is: 0.6875\n", - "2881\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "2882\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2883\n", - "pixel_share_below_median is: 0.29411764705882354\n", - "pixel_share_above_median is: 0.7058823529411765\n", - "Sprawl index is: 0.2941176470588235\n", - "2884\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2885\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2886\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "2887\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "2888\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "2889\n", - "pixel_share_below_median is: 0.6551724137931034\n", - "pixel_share_above_median is: 0.3448275862068966\n", - "Sprawl index is: 0.6551724137931034\n", - "2890\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "2891\n", - "pixel_share_below_median is: 0.7105263157894737\n", - "pixel_share_above_median is: 0.2894736842105263\n", - "Sprawl index is: 0.7105263157894737\n", - "2892\n", - "pixel_share_below_median is: 0.8235294117647058\n", - "pixel_share_above_median is: 0.17647058823529413\n", - "Sprawl index is: 0.8235294117647058\n", - "2893\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2894\n", - "pixel_share_below_median is: 0.734375\n", - "pixel_share_above_median is: 0.265625\n", - "Sprawl index is: 0.734375\n", - "2895\n", - "pixel_share_below_median is: 0.76\n", - "pixel_share_above_median is: 0.24\n", - "Sprawl index is: 0.76\n", - "2896\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2897\n", - 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"pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "2939\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2940\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "2941\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2942\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "2943\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "2944\n", - "pixel_share_below_median is: 0.3857677902621723\n", - "pixel_share_above_median is: 0.6142322097378277\n", - "Sprawl index is: 0.38576779026217234\n", - "2945\n", - "pixel_share_below_median is: 0.47368421052631576\n", - "pixel_share_above_median is: 0.5263157894736842\n", - "Sprawl 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"pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "2974\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "2975\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "2976\n", - "pixel_share_below_median is: 0.23076923076923078\n", - "pixel_share_above_median is: 0.7692307692307693\n", - "Sprawl index is: 0.23076923076923073\n", - "2977\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "2978\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "2979\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "3007\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "3008\n", - "pixel_share_below_median is: 0.39705882352941174\n", - "pixel_share_above_median is: 0.6029411764705882\n", - "Sprawl index is: 0.3970588235294118\n", - "3009\n", - "pixel_share_below_median is: 0.21428571428571427\n", - "pixel_share_above_median is: 0.7857142857142857\n", - "Sprawl index is: 0.2142857142857143\n", - "3010\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "3011\n", - "pixel_share_below_median is: 0.5263157894736842\n", - "pixel_share_above_median is: 0.47368421052631576\n", - "Sprawl index is: 0.5263157894736842\n", - "3012\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "3013\n", - "pixel_share_below_median is: 0.4583333333333333\n", - "pixel_share_above_median is: 0.5416666666666666\n", - "Sprawl index is: 0.45833333333333337\n", - "3014\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "3015\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "3016\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3017\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "3018\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "3019\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3020\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "3021\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "3022\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3023\n", - "pixel_share_below_median is: 0.7857142857142857\n", - "pixel_share_above_median is: 0.21428571428571427\n", - "Sprawl index is: 0.7857142857142857\n", - "3024\n", - "pixel_share_below_median is: 0.28125\n", - "pixel_share_above_median is: 0.71875\n", - "Sprawl index is: 0.28125\n", - "3025\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3026\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "3027\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3028\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3029\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3030\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "3031\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "3032\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3033\n", - "pixel_share_below_median is: 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"pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "3054\n", - "pixel_share_below_median is: 0.3181818181818182\n", - "pixel_share_above_median is: 0.6818181818181818\n", - "Sprawl index is: 0.31818181818181823\n", - "3055\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "3056\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "3057\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3058\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3059\n", - "pixel_share_below_median is: 0.4784688995215311\n", - "pixel_share_above_median is: 0.5215311004784688\n", - "Sprawl index is: 0.47846889952153115\n", - "3060\n", - "pixel_share_below_median is: 0.5073891625615764\n", - "pixel_share_above_median is: 0.49261083743842365\n", - "Sprawl index is: 0.5073891625615764\n", - "3061\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "3062\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "3063\n", - "pixel_share_below_median is: 0.6741573033707865\n", - "pixel_share_above_median is: 0.3258426966292135\n", - "Sprawl index is: 0.6741573033707865\n", - "3064\n", - "pixel_share_below_median is: 0.6470588235294118\n", - "pixel_share_above_median is: 0.35294117647058826\n", - "Sprawl index is: 0.6470588235294118\n", - "3065\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "3073\n", - "pixel_share_below_median is: 0.2222222222222222\n", - "pixel_share_above_median is: 0.7777777777777778\n", - "Sprawl index is: 0.2222222222222222\n", - "3074\n", - "pixel_share_below_median is: 0.3161764705882353\n", - "pixel_share_above_median is: 0.6838235294117647\n", - "Sprawl index is: 0.3161764705882353\n", - "3075\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3076\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3077\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "3078\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 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"Sprawl index is: 0.4736842105263158\n", - "3125\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "3126\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3127\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3128\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3129\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "3130\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3131\n", - "pixel_share_below_median is: 0.631578947368421\n", - "pixel_share_above_median is: 0.3684210526315789\n", - "Sprawl index is: 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"3158\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "3159\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3160\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "3161\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "3162\n", - "pixel_share_below_median is: 0.7954545454545454\n", - "pixel_share_above_median is: 0.20454545454545456\n", - "Sprawl index is: 0.7954545454545454\n", - "3163\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "3164\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", 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"pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "3186\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3187\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3188\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "3189\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "3190\n", - "pixel_share_below_median is: 0.546875\n", - "pixel_share_above_median is: 0.453125\n", - "Sprawl index is: 0.546875\n", - "3191\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl 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"pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "3205\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "3206\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3207\n", - "pixel_share_below_median is: 0.5416666666666666\n", - "pixel_share_above_median is: 0.4583333333333333\n", - "Sprawl index is: 0.5416666666666666\n", - "3208\n", - "pixel_share_below_median is: 0.4117647058823529\n", - "pixel_share_above_median is: 0.5882352941176471\n", - "Sprawl index is: 0.4117647058823529\n", - "3209\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3210\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "3211\n", - "pixel_share_below_median is: 0.4782608695652174\n", - "pixel_share_above_median is: 0.5217391304347826\n", - "Sprawl index is: 0.4782608695652174\n", - "3212\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3213\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "3214\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3215\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "3216\n", - "pixel_share_below_median is: 0.3577981651376147\n", - "pixel_share_above_median is: 0.6422018348623854\n", - "Sprawl index is: 0.35779816513761464\n", - "3217\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "3218\n", - "pixel_share_below_median is: 0.5769230769230769\n", - "pixel_share_above_median is: 0.4230769230769231\n", - "Sprawl index is: 0.5769230769230769\n", - "3219\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3220\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "3221\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3222\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3223\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.6875\n", - "pixel_share_above_median is: 0.3125\n", - "Sprawl index is: 0.6875\n", - "3231\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "3232\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3233\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3234\n", - "pixel_share_below_median is: 0.6551724137931034\n", - "pixel_share_above_median is: 0.3448275862068966\n", - "Sprawl index is: 0.6551724137931034\n", - "3235\n", - "pixel_share_below_median is: 0.22857142857142856\n", - "pixel_share_above_median is: 0.7714285714285715\n", - "Sprawl index is: 0.22857142857142854\n", - "3236\n", - "pixel_share_below_median is: 0.47619047619047616\n", - "pixel_share_above_median is: 0.5238095238095238\n", - "Sprawl index is: 0.47619047619047616\n", - "3237\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3238\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "3239\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "3240\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3241\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "3242\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "3243\n", - "pixel_share_below_median is: 0.34600760456273766\n", - "pixel_share_above_median is: 0.6539923954372624\n", - "Sprawl index is: 0.3460076045627376\n", - "3244\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3245\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3246\n", - "pixel_share_below_median is: 0.3125\n", - "pixel_share_above_median is: 0.6875\n", - "Sprawl index is: 0.3125\n", - "3247\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3248\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3249\n", - "pixel_share_below_median is: 0.8095238095238095\n", - "pixel_share_above_median is: 0.19047619047619047\n", - "Sprawl index is: 0.8095238095238095\n", - "3250\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3251\n", - "pixel_share_below_median is: 0.6071428571428571\n", - "pixel_share_above_median is: 0.39285714285714285\n", - "Sprawl index is: 0.6071428571428571\n", - "3252\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "3253\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3254\n", - "pixel_share_below_median is: 0.4827586206896552\n", - "pixel_share_above_median is: 0.5172413793103449\n", - "Sprawl index is: 0.48275862068965514\n", - "3255\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "3256\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3257\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3258\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3259\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3260\n", - "pixel_share_below_median is: 0.4090909090909091\n", - "pixel_share_above_median is: 0.5909090909090909\n", - "Sprawl index is: 0.40909090909090906\n", - "3261\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "3262\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "3263\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3264\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3265\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "3266\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3267\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3268\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3269\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "3270\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "3271\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3272\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3273\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "3274\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "3275\n", - "pixel_share_below_median is: 0.5405405405405406\n", - "pixel_share_above_median is: 0.4594594594594595\n", - "Sprawl index is: 0.5405405405405406\n", - "3276\n", - "pixel_share_below_median is: 0.4305555555555556\n", - "pixel_share_above_median is: 0.5694444444444444\n", - "Sprawl index is: 0.4305555555555556\n", - "3277\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3278\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "3279\n", - "pixel_share_below_median is: 0.3888888888888889\n", - "pixel_share_above_median is: 0.6111111111111112\n", - "Sprawl index is: 0.38888888888888884\n", - "3280\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3281\n", - "pixel_share_below_median is: 0.20833333333333334\n", - "pixel_share_above_median is: 0.7916666666666666\n", - "Sprawl index is: 0.20833333333333337\n", - "3282\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "3283\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "3284\n", - "pixel_share_below_median is: 0.3888888888888889\n", - "pixel_share_above_median is: 0.6111111111111112\n", - "Sprawl index is: 0.38888888888888884\n", - "3285\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "3286\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3287\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3288\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "3289\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "3290\n", - "pixel_share_below_median is: 0.5921052631578947\n", - "pixel_share_above_median is: 0.40789473684210525\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "3298\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "3299\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3300\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3301\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3302\n", - "pixel_share_below_median is: 0.42105263157894735\n", - "pixel_share_above_median is: 0.5789473684210527\n", - "Sprawl index is: 0.42105263157894735\n", - "3303\n", - "pixel_share_below_median is: 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"pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3317\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3318\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "3319\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "3320\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "3321\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3322\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3323\n", - "pixel_share_below_median is: 0.40540540540540543\n", - "pixel_share_above_median is: 0.5945945945945946\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3339\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "3340\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3341\n", - "pixel_share_below_median is: 0.76\n", - "pixel_share_above_median is: 0.24\n", - "Sprawl index is: 0.76\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3342\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "3343\n", - "pixel_share_below_median is: 0.6521739130434783\n", - "pixel_share_above_median is: 0.34782608695652173\n", - "Sprawl index is: 0.6521739130434783\n", - "3344\n", - 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"Sprawl index is: 0.368421052631579\n", - "3391\n", - "pixel_share_below_median is: 0.4117647058823529\n", - "pixel_share_above_median is: 0.5882352941176471\n", - "Sprawl index is: 0.4117647058823529\n", - "3392\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "3393\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "3394\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "3395\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "3396\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "3397\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - 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0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3445\n", - "pixel_share_below_median is: 0.3684210526315789\n", - "pixel_share_above_median is: 0.631578947368421\n", - "Sprawl index is: 0.368421052631579\n", - "3446\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3447\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "3448\n", - "pixel_share_below_median is: 0.44166666666666665\n", - "pixel_share_above_median is: 0.5583333333333333\n", - "Sprawl index is: 0.44166666666666665\n", - "3449\n", - "pixel_share_below_median is: 0.5476190476190477\n", - "pixel_share_above_median is: 0.4523809523809524\n", - "Sprawl index is: 0.5476190476190477\n", - "3450\n", - "pixel_share_below_median is: 0.5238095238095238\n", - "pixel_share_above_median is: 0.47619047619047616\n", - "Sprawl index is: 0.5238095238095238\n", - "3451\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3452\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3453\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3454\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3455\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "3456\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "3457\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "3458\n", - "pixel_share_below_median is: 0.5151515151515151\n", - "pixel_share_above_median is: 0.48484848484848486\n", - "Sprawl index is: 0.5151515151515151\n", - "3459\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "3460\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "3461\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3462\n", - "pixel_share_below_median is: 0.41935483870967744\n", - "pixel_share_above_median is: 0.5806451612903226\n", - "Sprawl index is: 0.4193548387096774\n", - "3463\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3464\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3465\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "3466\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "3467\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "3468\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3469\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3470\n", - "pixel_share_below_median is: 0.2777777777777778\n", - "pixel_share_above_median is: 0.7222222222222222\n", - "Sprawl index is: 0.2777777777777778\n", - "3471\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3472\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "3473\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3474\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3475\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3476\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3477\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3478\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3479\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "3480\n", - "pixel_share_below_median is: 0.5068205666316894\n", - "pixel_share_above_median is: 0.4931794333683106\n", - "Sprawl index is: 0.5068205666316894\n", - "3481\n", - "pixel_share_below_median is: 0.45\n", - "pixel_share_above_median is: 0.55\n", - "Sprawl index is: 0.44999999999999996\n", - "3482\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3483\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3484\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3485\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3486\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "3487\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3488\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3489\n", - "pixel_share_below_median is: 0.4146341463414634\n", - "pixel_share_above_median is: 0.5853658536585366\n", - "Sprawl index is: 0.41463414634146345\n", - "3490\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "3491\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3492\n", - "pixel_share_below_median is: 0.4411764705882353\n", - "pixel_share_above_median is: 0.5588235294117647\n", - "Sprawl index is: 0.4411764705882353\n", - "3493\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "3494\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "3495\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "3496\n", - "pixel_share_below_median is: 0.5263157894736842\n", - "pixel_share_above_median is: 0.47368421052631576\n", - "Sprawl index is: 0.5263157894736842\n", - "3497\n", - "pixel_share_below_median is: 0.5238095238095238\n", - "pixel_share_above_median is: 0.47619047619047616\n", - "Sprawl index is: 0.5238095238095238\n", - "3498\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3499\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "3500\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "3501\n", - "pixel_share_below_median is: 0.43243243243243246\n", - "pixel_share_above_median is: 0.5675675675675675\n", - "Sprawl index is: 0.43243243243243246\n", - "3502\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "3503\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "3504\n", - "pixel_share_below_median is: 0.39473684210526316\n", - "pixel_share_above_median is: 0.6052631578947368\n", - "Sprawl index is: 0.39473684210526316\n", - "3505\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3506\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "3507\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "3508\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "3509\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "3510\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "3511\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3512\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3513\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "3514\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3515\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "3516\n", - "pixel_share_below_median is: 0.30120481927710846\n", - "pixel_share_above_median is: 0.6987951807228916\n", - "Sprawl index is: 0.3012048192771084\n", - "3517\n", - "pixel_share_below_median is: 0.5173427395649618\n", - "pixel_share_above_median is: 0.4826572604350382\n", - "Sprawl index is: 0.5173427395649618\n", - "3518\n", - "pixel_share_below_median is: 0.7105263157894737\n", - "pixel_share_above_median is: 0.2894736842105263\n", - "Sprawl index is: 0.7105263157894737\n", - "3519\n", - "pixel_share_below_median is: 0.7368421052631579\n", - "pixel_share_above_median is: 0.2631578947368421\n", - "Sprawl index is: 0.7368421052631579\n", - "3520\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3521\n", - "pixel_share_below_median is: 0.47619047619047616\n", - "pixel_share_above_median is: 0.5238095238095238\n", - "Sprawl index is: 0.47619047619047616\n", - "3522\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3523\n", - "pixel_share_below_median is: 0.35704125177809387\n", - "pixel_share_above_median is: 0.6429587482219061\n", - "Sprawl index is: 0.35704125177809387\n", - "3524\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3525\n", - "pixel_share_below_median is: 0.47619047619047616\n", - "pixel_share_above_median is: 0.5238095238095238\n", - "Sprawl index is: 0.47619047619047616\n", - "3526\n", - "pixel_share_below_median is: 0.7894736842105263\n", - "pixel_share_above_median is: 0.21052631578947367\n", - "Sprawl index is: 0.7894736842105263\n", - "3527\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "3528\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "3529\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "3530\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "3531\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3532\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3533\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3534\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "3535\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3536\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "3537\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3538\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "3539\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "3540\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "3541\n", - "pixel_share_below_median is: 0.5416666666666666\n", - "pixel_share_above_median is: 0.4583333333333333\n", - "Sprawl index is: 0.5416666666666666\n", - "3542\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3543\n", - "pixel_share_below_median is: 0.5652173913043478\n", - "pixel_share_above_median is: 0.43478260869565216\n", - "Sprawl index is: 0.5652173913043478\n", - "3544\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "3545\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "3546\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3547\n", - "pixel_share_below_median is: 0.5842696629213483\n", - "pixel_share_above_median is: 0.4157303370786517\n", - "Sprawl index is: 0.5842696629213483\n", - "3548\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "3549\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3550\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "3551\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3552\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3553\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3554\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "3555\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3556\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "3557\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "3558\n", - "pixel_share_below_median is: 0.5142857142857142\n", - "pixel_share_above_median is: 0.4857142857142857\n", - "Sprawl index is: 0.5142857142857142\n", - "3559\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3560\n", - "pixel_share_below_median is: 0.631578947368421\n", - "pixel_share_above_median is: 0.3684210526315789\n", - "Sprawl index is: 0.631578947368421\n", - "3561\n", - "pixel_share_below_median is: 0.47058823529411764\n", - "pixel_share_above_median is: 0.5294117647058824\n", - "Sprawl index is: 0.47058823529411764\n", - "3562\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "3563\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "3564\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3565\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "3566\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "3567\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "3568\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "3569\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3570\n", - "pixel_share_below_median is: 0.5789473684210527\n", - "pixel_share_above_median is: 0.42105263157894735\n", - "Sprawl index is: 0.5789473684210527\n", - "3571\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "3572\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3573\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3574\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "3575\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3576\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3577\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3578\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3579\n", - "pixel_share_below_median is: 0.29608938547486036\n", - "pixel_share_above_median is: 0.7039106145251397\n", - "Sprawl index is: 0.2960893854748603\n", - "3580\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "3581\n", - "pixel_share_below_median is: 0.4594594594594595\n", - "pixel_share_above_median is: 0.5405405405405406\n", - "Sprawl index is: 0.45945945945945943\n", - "3582\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3583\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "3584\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "3585\n", - "pixel_share_below_median is: 0.7596153846153846\n", - "pixel_share_above_median is: 0.2403846153846154\n", - "Sprawl index is: 0.7596153846153846\n", - "3586\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "3587\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3588\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "3589\n", - "pixel_share_below_median is: 0.328125\n", - "pixel_share_above_median is: 0.671875\n", - "Sprawl index is: 0.328125\n", - "3590\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3591\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "3592\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "3593\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "3594\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "3595\n", - "pixel_share_below_median is: 0.4375\n", - "pixel_share_above_median is: 0.5625\n", - "Sprawl index is: 0.4375\n", - "3596\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "3597\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "3598\n", - "pixel_share_below_median is: 0.5517241379310345\n", - "pixel_share_above_median is: 0.4482758620689655\n", - "Sprawl index is: 0.5517241379310345\n", - "3599\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "3600\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3601\n", - "pixel_share_below_median is: 0.39215686274509803\n", - "pixel_share_above_median is: 0.6078431372549019\n", - "Sprawl index is: 0.3921568627450981\n", - "3602\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3603\n", - "pixel_share_below_median is: 0.3076923076923077\n", - "pixel_share_above_median is: 0.6923076923076923\n", - "Sprawl index is: 0.3076923076923077\n", - "3604\n", - "pixel_share_below_median is: 0.6470588235294118\n", - "pixel_share_above_median is: 0.35294117647058826\n", - "Sprawl index is: 0.6470588235294118\n", - "3605\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3606\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 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"Sprawl index is: 0.56\n", - "3627\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3628\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3629\n", - "pixel_share_below_median is: 0.42105263157894735\n", - "pixel_share_above_median is: 0.5789473684210527\n", - "Sprawl index is: 0.42105263157894735\n", - "3630\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3631\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "3632\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3633\n", - "pixel_share_below_median is: 0.3684210526315789\n", - "pixel_share_above_median is: 0.631578947368421\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3641\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3642\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3643\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "3644\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.4898989898989899\n", - "pixel_share_above_median is: 0.51010101010101\n", - "Sprawl index is: 0.48989898989898994\n", - "3645\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 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is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "3667\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "3668\n", - "pixel_share_below_median is: 0.6808510638297872\n", - "pixel_share_above_median is: 0.3191489361702128\n", - "Sprawl index is: 0.6808510638297872\n", - "3669\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "3670\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "3671\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "3672\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "3673\n", - "pixel_share_below_median is: 0.7865168539325843\n", - "pixel_share_above_median is: 0.21348314606741572\n", - "Sprawl index is: 0.7865168539325843\n", - "3674\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "3675\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3676\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3677\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3678\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3679\n", - "pixel_share_below_median is: 0.36666666666666664\n", - "pixel_share_above_median is: 0.6333333333333333\n", - "Sprawl index is: 0.3666666666666667\n", - "3680\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3681\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "3682\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3683\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "3684\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "3685\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "3686\n", - "pixel_share_below_median is: 0.7796610169491526\n", - "pixel_share_above_median is: 0.22033898305084745\n", - "Sprawl index is: 0.7796610169491526\n", - "3687\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3688\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "3689\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "3690\n", - "pixel_share_below_median is: 0.5185185185185185\n", - "pixel_share_above_median is: 0.48148148148148145\n", - "Sprawl index is: 0.5185185185185185\n", - "3691\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "3692\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "3693\n", - "pixel_share_below_median is: 0.35294117647058826\n", - "pixel_share_above_median is: 0.6470588235294118\n", - "Sprawl index is: 0.3529411764705882\n", - "3694\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3695\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "3696\n", - "pixel_share_below_median is: 0.1875\n", - "pixel_share_above_median is: 0.8125\n", - "Sprawl index is: 0.1875\n", - "3697\n", - "pixel_share_below_median is: 0.3888888888888889\n", - "pixel_share_above_median is: 0.6111111111111112\n", - "Sprawl index is: 0.38888888888888884\n", - "3698\n", - "pixel_share_below_median is: 0.4222222222222222\n", - "pixel_share_above_median is: 0.5777777777777777\n", - "Sprawl index is: 0.4222222222222223\n", - "3699\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3700\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3701\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3702\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "3703\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "3704\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "3705\n", - "pixel_share_below_median is: 0.43478260869565216\n", - "pixel_share_above_median is: 0.5652173913043478\n", - "Sprawl index is: 0.4347826086956522\n", - "3706\n", - "pixel_share_below_median is: 0.3448275862068966\n", - "pixel_share_above_median is: 0.6551724137931034\n", - "Sprawl index is: 0.3448275862068966\n", - "3707\n", - "pixel_share_below_median is: 0.5142857142857142\n", - "pixel_share_above_median is: 0.4857142857142857\n", - "Sprawl index is: 0.5142857142857142\n", - "3708\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3709\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3710\n", - "pixel_share_below_median is: 0.610719322990127\n", - "pixel_share_above_median is: 0.38928067700987307\n", - "Sprawl index is: 0.610719322990127\n", - "3711\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3712\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3713\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3714\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "3715\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3716\n", - "pixel_share_below_median is: 0.6129032258064516\n", - "pixel_share_above_median is: 0.3870967741935484\n", - "Sprawl index is: 0.6129032258064516\n", - "3717\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "3718\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3719\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3720\n", - "pixel_share_below_median is: 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"pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3728\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "3729\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3730\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "3731\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3732\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3733\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.7303754266211604\n", - "pixel_share_above_median is: 0.2696245733788396\n", - "Sprawl index is: 0.7303754266211604\n", - "3748\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "3749\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "3750\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3751\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3752\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3753\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "3754\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "3755\n", - "pixel_share_below_median is: 0.23529411764705882\n", - "pixel_share_above_median is: 0.7647058823529411\n", - "Sprawl index is: 0.23529411764705888\n", - "3756\n", - "pixel_share_below_median is: 0.1\n", - "pixel_share_above_median is: 0.9\n", - "Sprawl index is: 0.09999999999999998\n", - "3757\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3758\n", - "pixel_share_below_median is: 0.7222222222222222\n", - "pixel_share_above_median is: 0.2777777777777778\n", - "Sprawl index is: 0.7222222222222222\n", - "3759\n", - "pixel_share_below_median is: 0.21052631578947367\n", - "pixel_share_above_median is: 0.7894736842105263\n", - "Sprawl index is: 0.21052631578947367\n", - "3760\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl 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"pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3768\n", - "pixel_share_below_median is: 0.21659634317862167\n", - "pixel_share_above_median is: 0.7834036568213784\n", - "Sprawl index is: 0.21659634317862164\n", - "3769\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3770\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3771\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3772\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "3773\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3774\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3775\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "3776\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "3777\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3778\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "3779\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "3780\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3781\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "3782\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "3783\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "3784\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3785\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "3786\n", - "pixel_share_below_median is: 0.8076923076923077\n", - "pixel_share_above_median is: 0.19230769230769232\n", - "Sprawl index is: 0.8076923076923077\n", - "3787\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3788\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 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}, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "3810\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3811\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3812\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3813\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3814\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3815\n", - "pixel_share_below_median is: 0.2676056338028169\n", - "pixel_share_above_median is: 0.7323943661971831\n", - "Sprawl index is: 0.2676056338028169\n", - "3816\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3817\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3818\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3819\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "3820\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "3821\n", - "pixel_share_below_median is: 0.5943152454780362\n", - "pixel_share_above_median is: 0.40568475452196384\n", - "Sprawl index is: 0.5943152454780362\n", - "3822\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "3823\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3832\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3833\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3834\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "3835\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "3836\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3837\n", - "pixel_share_below_median is: 0.9411764705882353\n", - "pixel_share_above_median is: 0.058823529411764705\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.26666666666666666\n", - "pixel_share_above_median is: 0.7333333333333333\n", - "Sprawl index is: 0.2666666666666667\n", - "3858\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "3859\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "3860\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3861\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "3862\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "3863\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index 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"pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "3886\n", - "pixel_share_below_median is: 0.3888888888888889\n", - "pixel_share_above_median is: 0.6111111111111112\n", - "Sprawl index is: 0.38888888888888884\n", - "3887\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3888\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3889\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "3890\n", - "pixel_share_below_median is: 0.4642857142857143\n", - "pixel_share_above_median is: 0.5357142857142857\n", - "Sprawl index is: 0.4642857142857143\n", - "3891\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "3892\n", - "pixel_share_below_median is: 0.7313432835820896\n", - "pixel_share_above_median is: 0.26865671641791045\n", - "Sprawl index is: 0.7313432835820896\n", - "3893\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3894\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3895\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3896\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "3897\n", - "pixel_share_below_median is: 0.8095238095238095\n", - "pixel_share_above_median is: 0.19047619047619047\n", - "Sprawl index is: 0.8095238095238095\n", - "3898\n", - "pixel_share_below_median is: 0.7307692307692307\n", - "pixel_share_above_median is: 0.2692307692307692\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "3905\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3906\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "3907\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3908\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3909\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "3910\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3911\n", - "pixel_share_below_median is: 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"Sprawl index is: 0.6875\n", - "3919\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3920\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "3921\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "3922\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "3923\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "3924\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "3925\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median 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- "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "3968\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3969\n", - "pixel_share_below_median is: 0.9333333333333333\n", - "pixel_share_above_median is: 0.06666666666666667\n", - "Sprawl index is: 0.9333333333333333\n", - "3970\n", - "pixel_share_below_median is: 0.3870967741935484\n", - "pixel_share_above_median is: 0.6129032258064516\n", - "Sprawl index is: 0.3870967741935484\n", - "3971\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "3972\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "3973\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "3981\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "3982\n", - "pixel_share_below_median is: 0.4117647058823529\n", - "pixel_share_above_median is: 0.5882352941176471\n", - "Sprawl index is: 0.4117647058823529\n", - "3983\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3984\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "3985\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3986\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3987\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "3988\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "3989\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "3990\n", - "pixel_share_below_median is: 0.3076923076923077\n", - "pixel_share_above_median is: 0.6923076923076923\n", - "Sprawl index is: 0.3076923076923077\n", - "3991\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "3992\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl 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"4000\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "4001\n", - "pixel_share_below_median is: 0.29411764705882354\n", - "pixel_share_above_median is: 0.7058823529411765\n", - "Sprawl index is: 0.2941176470588235\n", - "4002\n", - "pixel_share_below_median is: 0.6774193548387096\n", - "pixel_share_above_median is: 0.3225806451612903\n", - "Sprawl index is: 0.6774193548387096\n", - "4003\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "4004\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4005\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4006\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4007\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "4008\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4009\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4010\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4011\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4012\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4013\n", - "pixel_share_below_median is: 0.47368421052631576\n", - "pixel_share_above_median is: 0.5263157894736842\n", - "Sprawl index is: 0.4736842105263158\n", - "4014\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "4015\n", - "pixel_share_below_median is: 0.42803030303030304\n", - "pixel_share_above_median is: 0.571969696969697\n", - "Sprawl index is: 0.428030303030303\n", - "4016\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4017\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4018\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4019\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "4020\n", - "pixel_share_below_median is: 0.5652173913043478\n", - "pixel_share_above_median is: 0.43478260869565216\n", - "Sprawl index is: 0.5652173913043478\n", - "4021\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4022\n", - "pixel_share_below_median is: 0.3770491803278688\n", - "pixel_share_above_median is: 0.6229508196721312\n", - "Sprawl index is: 0.3770491803278688\n", - "4023\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4024\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "4025\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4026\n", - "pixel_share_below_median is: 0.5217391304347826\n", - "pixel_share_above_median is: 0.4782608695652174\n", - "Sprawl index is: 0.5217391304347826\n", - "4027\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4028\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4029\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4030\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "4031\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4032\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "4033\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "4034\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4035\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4036\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "4037\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "4038\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4039\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4040\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "4041\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "4042\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "4043\n", - "pixel_share_below_median is: 0.3125\n", - "pixel_share_above_median is: 0.6875\n", - "Sprawl index is: 0.3125\n", - "4044\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "4045\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "4046\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "4047\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4048\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "4049\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4050\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "4051\n", - "pixel_share_below_median is: 0.4411764705882353\n", - "pixel_share_above_median is: 0.5588235294117647\n", - "Sprawl index is: 0.4411764705882353\n", - "4052\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "4053\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4054\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "4055\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4056\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4057\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4058\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4059\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4060\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "4061\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4062\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4063\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4064\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "4065\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4066\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "4067\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "4068\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "4069\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4070\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4071\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "4072\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "4073\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "4074\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4075\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4076\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4077\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4078\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4079\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "4080\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4081\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "4082\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4083\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "4084\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "4085\n", - "pixel_share_below_median is: 0.5161290322580645\n", - "pixel_share_above_median is: 0.4838709677419355\n", - "Sprawl index is: 0.5161290322580645\n", - "4086\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4087\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4088\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4089\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "4090\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4091\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4092\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "4093\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4094\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4095\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "4096\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "4097\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "4098\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4099\n", - "pixel_share_below_median is: 0.4411764705882353\n", - "pixel_share_above_median is: 0.5588235294117647\n", - "Sprawl index is: 0.4411764705882353\n", - "4100\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "4101\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "4102\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4103\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "4104\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "4105\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "4106\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "4107\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4108\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "4109\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4110\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4111\n", - "pixel_share_below_median is: 0.42\n", - "pixel_share_above_median is: 0.58\n", - "Sprawl index is: 0.42000000000000004\n", - "4112\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4113\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4114\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4115\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4116\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4117\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4118\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4119\n", - "pixel_share_below_median is: 0.4857142857142857\n", - "pixel_share_above_median is: 0.5142857142857142\n", - "Sprawl index is: 0.48571428571428577\n", - "4120\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "4121\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "4122\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4123\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "4124\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "4125\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4126\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4127\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4128\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "4129\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4130\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "4131\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4132\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4133\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "4134\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "4135\n", - "pixel_share_below_median is: 0.29004329004329005\n", - "pixel_share_above_median is: 0.70995670995671\n", - "Sprawl index is: 0.29004329004329\n", - "4136\n", - "pixel_share_below_median is: 0.14285714285714285\n", - "pixel_share_above_median is: 0.8571428571428571\n", - "Sprawl index is: 0.1428571428571429\n", - "4137\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4138\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "4139\n", - "pixel_share_below_median is: 0.2222222222222222\n", - "pixel_share_above_median is: 0.7777777777777778\n", - "Sprawl index is: 0.2222222222222222\n", - "4140\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4141\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4142\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "4143\n", - "pixel_share_below_median is: 0.3404255319148936\n", - "pixel_share_above_median is: 0.6595744680851063\n", - "Sprawl index is: 0.34042553191489366\n", - "4144\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4145\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4146\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "4147\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "4148\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.3448275862068966\n", - "pixel_share_above_median is: 0.6551724137931034\n", - "Sprawl index is: 0.3448275862068966\n", - "4149\n", - "pixel_share_below_median is: 0.3037974683544304\n", - "pixel_share_above_median is: 0.6962025316455697\n", - "Sprawl index is: 0.30379746835443033\n", - "4150\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4151\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4152\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4153\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "4154\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "4155\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4156\n", - "pixel_share_below_median is: 0.34210526315789475\n", - "pixel_share_above_median is: 0.6578947368421053\n", - "Sprawl index is: 0.3421052631578947\n", - "4157\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "4158\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4159\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4160\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4161\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "4162\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 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0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4170\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4171\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "4172\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4173\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4174\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "4175\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4176\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "4177\n", - "pixel_share_below_median is: 0.3181818181818182\n", - "pixel_share_above_median is: 0.6818181818181818\n", - "Sprawl index is: 0.31818181818181823\n", - "4178\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "4179\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4180\n", - "pixel_share_below_median is: 0.3783783783783784\n", - "pixel_share_above_median is: 0.6216216216216216\n", - "Sprawl index is: 0.3783783783783784\n", - "4181\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "4182\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4183\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4184\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "4185\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4186\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "4187\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "4188\n", - "pixel_share_below_median is: 0.45652173913043476\n", - "pixel_share_above_median is: 0.5434782608695652\n", - "Sprawl index is: 0.4565217391304348\n", - "4189\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "4190\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4191\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "4192\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4193\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "4194\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4195\n", - "pixel_share_below_median is: 0.30526315789473685\n", - "pixel_share_above_median is: 0.6947368421052632\n", - "Sprawl index is: 0.3052631578947368\n", - "4196\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4197\n", - "pixel_share_below_median is: 0.1111111111111111\n", - "pixel_share_above_median is: 0.8888888888888888\n", - "Sprawl index is: 0.11111111111111116\n", - "4198\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4199\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4200\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "4201\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4202\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index 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is: 0.5\n", - "Sprawl index is: 0.5\n", - "4210\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "4211\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4212\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "4213\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4214\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "4215\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4216\n", - "pixel_share_below_median is: 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0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "4224\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4225\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4226\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4227\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "4228\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4229\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "4230\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "4245\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4246\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4247\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4248\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "4249\n", - "pixel_share_below_median is: 0.2222222222222222\n", - "pixel_share_above_median is: 0.7777777777777778\n", - "Sprawl index is: 0.2222222222222222\n", - "4250\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "4251\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4252\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4253\n", - "pixel_share_below_median is: 0.3358208955223881\n", - "pixel_share_above_median is: 0.664179104477612\n", - "Sprawl index is: 0.33582089552238803\n", - "4254\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "4255\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4256\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "4257\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4258\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "4259\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "4260\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4261\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4262\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4263\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4264\n", - "pixel_share_below_median is: 0.2962962962962963\n", - "pixel_share_above_median is: 0.7037037037037037\n", - "Sprawl index is: 0.2962962962962963\n", - "4265\n", - "pixel_share_below_median is: 0.2631578947368421\n", - "pixel_share_above_median is: 0.7368421052631579\n", - "Sprawl index is: 0.26315789473684215\n", - "4266\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4267\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "4268\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4269\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4270\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4271\n", - "pixel_share_below_median is: 0.2784552845528455\n", - "pixel_share_above_median is: 0.7215447154471545\n", - "Sprawl index is: 0.2784552845528455\n", - "4272\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "4273\n", - "pixel_share_below_median is: 0.4375\n", - "pixel_share_above_median is: 0.5625\n", - "Sprawl index is: 0.4375\n", - "4274\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4275\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4276\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4277\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4278\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4279\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4280\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4281\n", - "pixel_share_below_median is: 0.21428571428571427\n", - "pixel_share_above_median is: 0.7857142857142857\n", - "Sprawl index is: 0.2142857142857143\n", - "4282\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4283\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4284\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4285\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4286\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4287\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "4288\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "4289\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4290\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4291\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4292\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4293\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "4294\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4295\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4296\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4297\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4298\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4299\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4300\n", - "pixel_share_below_median is: 0.43548387096774194\n", - "pixel_share_above_median is: 0.5645161290322581\n", - "Sprawl index is: 0.4354838709677419\n", - "4301\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4302\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "4303\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "4304\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4305\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "4306\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4307\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4308\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4309\n", - "pixel_share_below_median is: 0.5357142857142857\n", - "pixel_share_above_median is: 0.4642857142857143\n", - "Sprawl index is: 0.5357142857142857\n", - "4310\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4311\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "4312\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4313\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "4314\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4315\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4316\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4317\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4318\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4319\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4320\n", - "pixel_share_below_median is: 0.125\n", - "pixel_share_above_median is: 0.875\n", - "Sprawl index is: 0.125\n", - "4321\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4322\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4323\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4324\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4325\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4326\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "4327\n", - "pixel_share_below_median is: 0.3157894736842105\n", - "pixel_share_above_median is: 0.6842105263157895\n", - "Sprawl index is: 0.3157894736842105\n", - "4328\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4329\n", - "pixel_share_below_median is: 0.5613810741687979\n", - "pixel_share_above_median is: 0.43861892583120204\n", - "Sprawl index is: 0.5613810741687979\n", - "4330\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "4331\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4332\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "4333\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "4334\n", - "pixel_share_below_median is: 0.2777777777777778\n", - "pixel_share_above_median is: 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"4342\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "4343\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4344\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4345\n", - "pixel_share_below_median is: 0.64\n", - "pixel_share_above_median is: 0.36\n", - "Sprawl index is: 0.64\n", - "4346\n", - "pixel_share_below_median is: 0.26666666666666666\n", - "pixel_share_above_median is: 0.7333333333333333\n", - "Sprawl index is: 0.2666666666666667\n", - "4347\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "4348\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4349\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "4350\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4351\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4352\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "4353\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4354\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4355\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4356\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4357\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4358\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4359\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4360\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "4361\n", - "pixel_share_below_median is: 0.26229508196721313\n", - "pixel_share_above_median is: 0.7377049180327869\n", - "Sprawl index is: 0.2622950819672131\n", - "4362\n", - "pixel_share_below_median is: 0.14285714285714285\n", - "pixel_share_above_median is: 0.8571428571428571\n", - "Sprawl index is: 0.1428571428571429\n", - "4363\n", - "pixel_share_below_median is: 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"pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4378\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4379\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4380\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4381\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4382\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4383\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4384\n", - "pixel_share_below_median is: 0.2777777777777778\n", - "pixel_share_above_median is: 0.7222222222222222\n", - "Sprawl index is: 0.2777777777777778\n", - "4385\n", - "pixel_share_below_median is: 0.43478260869565216\n", - "pixel_share_above_median is: 0.5652173913043478\n", - "Sprawl index is: 0.4347826086956522\n", - "4386\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4387\n", - "pixel_share_below_median is: 0.49019607843137253\n", - "pixel_share_above_median is: 0.5098039215686274\n", - "Sprawl index is: 0.4901960784313726\n", - "4388\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "4389\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4390\n", - "pixel_share_below_median is: 0.28125\n", - "pixel_share_above_median is: 0.71875\n", - "Sprawl 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"pixel_share_above_median is: 0.7777777777777778\n", - "Sprawl index is: 0.2222222222222222\n", - "4452\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4453\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4454\n", - "pixel_share_below_median is: 0.48484848484848486\n", - "pixel_share_above_median is: 0.5151515151515151\n", - "Sprawl index is: 0.48484848484848486\n", - "4455\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "4456\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "4457\n", - "pixel_share_below_median is: 0.29333333333333333\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4465\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "4466\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4467\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4468\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "4469\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4470\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "4471\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index 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"pixel_share_below_median is: 0.18\n", - "pixel_share_above_median is: 0.82\n", - "Sprawl index is: 0.18000000000000005\n", - "4479\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4480\n", - "pixel_share_below_median is: 0.45161290322580644\n", - "pixel_share_above_median is: 0.5483870967741935\n", - "Sprawl index is: 0.4516129032258065\n", - "4481\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "4482\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "4483\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4484\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "4485\n", - "pixel_share_below_median is: 0.21428571428571427\n", - "pixel_share_above_median is: 0.7857142857142857\n", - "Sprawl index is: 0.2142857142857143\n", - "4486\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4487\n", - "pixel_share_below_median is: 0.6071428571428571\n", - "pixel_share_above_median is: 0.39285714285714285\n", - "Sprawl index is: 0.6071428571428571\n", - "4488\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4489\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "4490\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "4491\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4492\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4493\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "4494\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "4495\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4496\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "4497\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "4498\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4499\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "4500\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4501\n", - "pixel_share_below_median is: 0.5882352941176471\n", - "pixel_share_above_median is: 0.4117647058823529\n", - "Sprawl index is: 0.5882352941176471\n", - "4502\n", - "pixel_share_below_median is: 0.5178571428571429\n", - "pixel_share_above_median is: 0.48214285714285715\n", - "Sprawl index is: 0.5178571428571429\n", - "4503\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "4504\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4505\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "4506\n", - "pixel_share_below_median is: 0.34615384615384615\n", - "pixel_share_above_median is: 0.6538461538461539\n", - "Sprawl index is: 0.34615384615384615\n", - "4507\n", - "pixel_share_below_median is: 0.4642857142857143\n", - "pixel_share_above_median is: 0.5357142857142857\n", - "Sprawl index is: 0.4642857142857143\n", - "4508\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4509\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4510\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4511\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4512\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4513\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "4514\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "4515\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4516\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "4517\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "4518\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "4519\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4520\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4521\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4522\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4523\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "4524\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "4525\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4526\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4527\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4528\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "4529\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4530\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4531\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4532\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4533\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4534\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "4535\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4536\n", - "pixel_share_below_median is: 0.5789473684210527\n", - "pixel_share_above_median is: 0.42105263157894735\n", - "Sprawl index is: 0.5789473684210527\n", - "4537\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4538\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4539\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4540\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4541\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4542\n", - "pixel_share_below_median is: 0.8260869565217391\n", - "pixel_share_above_median is: 0.17391304347826086\n", - "Sprawl index is: 0.8260869565217391\n", - "4543\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4544\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4545\n", - "pixel_share_below_median is: 0.5806451612903226\n", - "pixel_share_above_median is: 0.41935483870967744\n", - "Sprawl index is: 0.5806451612903226\n", - "4546\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4547\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4548\n", - "pixel_share_below_median is: 0.3525641025641026\n", - "pixel_share_above_median is: 0.6474358974358975\n", - "Sprawl index is: 0.35256410256410253\n", - "4549\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "4550\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4551\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "4552\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 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0.5652173913043478\n", - "pixel_share_above_median is: 0.43478260869565216\n", - "Sprawl index is: 0.5652173913043478\n", - "4581\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "4582\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4583\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "4584\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "4585\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4586\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index 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"pixel_share_below_median is: 0.5342465753424658\n", - "pixel_share_above_median is: 0.4657534246575342\n", - "Sprawl index is: 0.5342465753424658\n", - "4595\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4596\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "4597\n", - "pixel_share_below_median is: 0.2777777777777778\n", - "pixel_share_above_median is: 0.7222222222222222\n", - "Sprawl index is: 0.2777777777777778\n", - "4598\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4599\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "4600\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 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"4614\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4615\n", - "pixel_share_below_median is: 0.21052631578947367\n", - "pixel_share_above_median is: 0.7894736842105263\n", - "Sprawl index is: 0.21052631578947367\n", - "4616\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4617\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "4618\n", - "pixel_share_below_median is: 0.5416666666666666\n", - "pixel_share_above_median is: 0.4583333333333333\n", - "Sprawl index is: 0.5416666666666666\n", - "4619\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4620\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 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"4627\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "4628\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4629\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4630\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4631\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4632\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4633\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4634\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "4642\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "4643\n", - "pixel_share_below_median is: 0.5789473684210527\n", - "pixel_share_above_median is: 0.42105263157894735\n", - "Sprawl index is: 0.5789473684210527\n", - "4644\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4645\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4646\n", - "pixel_share_below_median is: 0.6441441441441441\n", - "pixel_share_above_median is: 0.35585585585585583\n", - "Sprawl index is: 0.6441441441441441\n", - "4647\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4648\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4649\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4650\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4651\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "4652\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4653\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4654\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "4655\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "4656\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4657\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4658\n", - "pixel_share_below_median is: 0.4423076923076923\n", - "pixel_share_above_median is: 0.5576923076923077\n", - "Sprawl index is: 0.4423076923076923\n", - "4659\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "4660\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4661\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4662\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4663\n", - "pixel_share_below_median is: 0.391304347826087\n", - "pixel_share_above_median is: 0.6086956521739131\n", - "Sprawl index is: 0.3913043478260869\n", - "4664\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "4665\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4666\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4667\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "4668\n", - "pixel_share_below_median is: 0.2631578947368421\n", - "pixel_share_above_median is: 0.7368421052631579\n", - "Sprawl index is: 0.26315789473684215\n", - "4669\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4670\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4671\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4672\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4673\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4674\n", - "pixel_share_below_median is: 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"pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "4695\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4696\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4697\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4698\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "4699\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4700\n", - "pixel_share_below_median is: 0.14285714285714285\n", - "pixel_share_above_median is: 0.8571428571428571\n", - "Sprawl index is: 0.1428571428571429\n", - "4701\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4702\n", - "pixel_share_below_median is: 0.14285714285714285\n", - "pixel_share_above_median is: 0.8571428571428571\n", - "Sprawl index is: 0.1428571428571429\n", - "4703\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "4704\n", - "pixel_share_below_median is: 0.34545454545454546\n", - "pixel_share_above_median is: 0.6545454545454545\n", - "Sprawl index is: 0.34545454545454546\n", - "4705\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "4706\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.40625\n", - "pixel_share_above_median is: 0.59375\n", - "Sprawl index is: 0.40625\n", - "4707\n", - "pixel_share_below_median is: 0.23529411764705882\n", - 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"pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4722\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4723\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "4724\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4725\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4726\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "4727\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "4728\n", - 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"pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "4749\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4750\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4751\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "4752\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4753\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "4754\n", - "pixel_share_below_median is: 0.3783783783783784\n", - "pixel_share_above_median is: 0.6216216216216216\n", - "Sprawl index is: 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is: 0.024390243902439025\n", - "Sprawl index is: 0.975609756097561\n", - "4769\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "4770\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "4771\n", - "pixel_share_below_median is: 0.18181818181818182\n", - "pixel_share_above_median is: 0.8181818181818182\n", - "Sprawl index is: 0.18181818181818177\n", - "4772\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4773\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "4774\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4775\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4776\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "4777\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "4778\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4779\n", - "pixel_share_below_median is: 0.8532110091743119\n", - "pixel_share_above_median is: 0.14678899082568808\n", - "Sprawl index is: 0.8532110091743119\n", - "4780\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "4781\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 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"Sprawl index is: 0.2857142857142857\n", - "4817\n", - "pixel_share_below_median is: 0.2829581993569132\n", - "pixel_share_above_median is: 0.7170418006430869\n", - "Sprawl index is: 0.28295819935691313\n", - "4818\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4819\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4820\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4821\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4822\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "4823\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4824\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4825\n", - "pixel_share_below_median is: 0.35294117647058826\n", - "pixel_share_above_median is: 0.6470588235294118\n", - "Sprawl index is: 0.3529411764705882\n", - "4826\n", - "pixel_share_below_median is: 0.14285714285714285\n", - "pixel_share_above_median is: 0.8571428571428571\n", - "Sprawl index is: 0.1428571428571429\n", - "4827\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4828\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4829\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4830\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4831\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4832\n", - "pixel_share_below_median is: 0.4411764705882353\n", - "pixel_share_above_median is: 0.5588235294117647\n", - "Sprawl index is: 0.4411764705882353\n", - "4833\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "4834\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "4835\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4836\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4837\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4838\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "4839\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4840\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4841\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "4842\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "4843\n", - "pixel_share_below_median is: 0.5185185185185185\n", - "pixel_share_above_median is: 0.48148148148148145\n", - "Sprawl index is: 0.5185185185185185\n", - "4844\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4845\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4846\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "4847\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "4848\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4849\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4850\n", - "pixel_share_below_median is: 0.36\n", - "pixel_share_above_median is: 0.64\n", - "Sprawl index is: 0.36\n", - "4851\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "4852\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4853\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "4854\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "4855\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "4856\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "4857\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4858\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "4859\n", - "pixel_share_below_median is: 0.6842105263157895\n", - "pixel_share_above_median is: 0.3157894736842105\n", - "Sprawl index is: 0.6842105263157895\n", - "4860\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4861\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4862\n", - "pixel_share_below_median is: 0.3225806451612903\n", - "pixel_share_above_median is: 0.6774193548387096\n", - "Sprawl index is: 0.32258064516129037\n", - "4863\n", - "pixel_share_below_median is: 0.7429467084639498\n", - "pixel_share_above_median is: 0.25705329153605017\n", - "Sprawl index is: 0.7429467084639498\n", - "4864\n", - "pixel_share_below_median is: 0.5862068965517241\n", - "pixel_share_above_median is: 0.41379310344827586\n", - "Sprawl index is: 0.5862068965517241\n", - "4865\n", - "pixel_share_below_median is: 0.35294117647058826\n", - "pixel_share_above_median is: 0.6470588235294118\n", - "Sprawl index is: 0.3529411764705882\n", - "4866\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "4867\n", - "pixel_share_below_median is: 0.3157894736842105\n", - "pixel_share_above_median is: 0.6842105263157895\n", - "Sprawl index is: 0.3157894736842105\n", - "4868\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4869\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4870\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4871\n", - "pixel_share_below_median is: 0.4523809523809524\n", - "pixel_share_above_median is: 0.5476190476190477\n", - "Sprawl index is: 0.45238095238095233\n", - "4872\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4873\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4874\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4875\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4876\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4877\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "4878\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4879\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "4880\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "4881\n", - "pixel_share_below_median is: 0.46774193548387094\n", - "pixel_share_above_median is: 0.532258064516129\n", - "Sprawl index is: 0.467741935483871\n", - "4882\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4883\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "4884\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4885\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "4886\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "4887\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4888\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "4889\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4890\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "4891\n", - "pixel_share_below_median is: 0.3605015673981191\n", - "pixel_share_above_median is: 0.6394984326018809\n", - "Sprawl index is: 0.3605015673981191\n", - "4892\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4893\n", - "pixel_share_below_median is: 0.4716981132075472\n", - "pixel_share_above_median is: 0.5283018867924528\n", - "Sprawl index is: 0.4716981132075472\n", - "4894\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4895\n", - "pixel_share_below_median is: 0.6031746031746031\n", - "pixel_share_above_median is: 0.3968253968253968\n", - "Sprawl index is: 0.6031746031746031\n", - "4896\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "4897\n", - "pixel_share_below_median is: 0.4189189189189189\n", - "pixel_share_above_median is: 0.581081081081081\n", - "Sprawl index is: 0.41891891891891897\n", - "4898\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "4899\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "4900\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4901\n", - "pixel_share_below_median is: 0.3076923076923077\n", - "pixel_share_above_median is: 0.6923076923076923\n", - "Sprawl index is: 0.3076923076923077\n", - "4902\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4903\n", - "pixel_share_below_median is: 0.6111111111111112\n", - "pixel_share_above_median is: 0.3888888888888889\n", - "Sprawl index is: 0.6111111111111112\n", - "4904\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4905\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4906\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4907\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4908\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "4909\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4910\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4911\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "4912\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "4913\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4914\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4915\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4916\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4917\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4918\n", - "pixel_share_below_median is: 0.22448979591836735\n", - "pixel_share_above_median is: 0.7755102040816326\n", - "Sprawl index is: 0.22448979591836737\n", - "4919\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "4920\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "4921\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4922\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4923\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "4924\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4925\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4926\n", - "pixel_share_below_median is: 0.4583333333333333\n", - "pixel_share_above_median is: 0.5416666666666666\n", - "Sprawl index is: 0.45833333333333337\n", - "4927\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4928\n", - "pixel_share_below_median is: 0.5882352941176471\n", - "pixel_share_above_median is: 0.4117647058823529\n", - "Sprawl index is: 0.5882352941176471\n", - "4929\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4930\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "4931\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4932\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "4933\n", - "pixel_share_below_median is: 0.5652173913043478\n", - "pixel_share_above_median is: 0.43478260869565216\n", - "Sprawl index is: 0.5652173913043478\n", - "4934\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4935\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "4936\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "4937\n", - "pixel_share_below_median is: 0.47368421052631576\n", - "pixel_share_above_median is: 0.5263157894736842\n", - "Sprawl index is: 0.4736842105263158\n", - "4938\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "4939\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4940\n", - "pixel_share_below_median is: 0.6071428571428571\n", - "pixel_share_above_median is: 0.39285714285714285\n", - "Sprawl index is: 0.6071428571428571\n", - "4941\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "4942\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "4943\n", - "pixel_share_below_median is: 0.6530612244897959\n", - "pixel_share_above_median is: 0.3469387755102041\n", - "Sprawl index is: 0.6530612244897959\n", - "4944\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4945\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "4946\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "4947\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "4948\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4949\n", - "pixel_share_below_median is: 0.23333333333333334\n", - "pixel_share_above_median is: 0.7666666666666667\n", - "Sprawl index is: 0.23333333333333328\n", - "4950\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "4951\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "4952\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "4953\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "4954\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - 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"pixel_share_below_median is: 0.28205128205128205\n", - "pixel_share_above_median is: 0.717948717948718\n", - "Sprawl index is: 0.28205128205128205\n", - "5022\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5023\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5024\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5025\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5026\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5027\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5028\n", - 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0.4285714285714286\n", - "5186\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5187\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5188\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5189\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5190\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5191\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5192\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5193\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5194\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5195\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5196\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5197\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "5198\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5199\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5200\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5201\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5202\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5203\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5204\n", - "pixel_share_below_median is: 0.5116279069767442\n", - "pixel_share_above_median is: 0.4883720930232558\n", - "Sprawl index is: 0.5116279069767442\n", - "5205\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5206\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5207\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5208\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5209\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5210\n", - "pixel_share_below_median is: 0.14285714285714285\n", - "pixel_share_above_median is: 0.8571428571428571\n", - "Sprawl index is: 0.1428571428571429\n", - "5211\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5212\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5213\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5214\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "5215\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "5216\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "5217\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5218\n", - "pixel_share_below_median is: 0.125\n", - "pixel_share_above_median is: 0.875\n", - "Sprawl index is: 0.125\n", - "5219\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5220\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5221\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "5222\n", - "pixel_share_below_median is: 0.5087719298245614\n", - "pixel_share_above_median is: 0.49122807017543857\n", - "Sprawl index is: 0.5087719298245614\n", - "5223\n", - "pixel_share_below_median is: 0.43478260869565216\n", - "pixel_share_above_median is: 0.5652173913043478\n", - "Sprawl index is: 0.4347826086956522\n", - "5224\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "5225\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5226\n", - "pixel_share_below_median is: 0.1111111111111111\n", - "pixel_share_above_median is: 0.8888888888888888\n", - "Sprawl index is: 0.11111111111111116\n", - "5227\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5228\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5229\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "5230\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5231\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5232\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5233\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5234\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5235\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5236\n", - "pixel_share_below_median is: 0.7857142857142857\n", - "pixel_share_above_median is: 0.21428571428571427\n", - "Sprawl index is: 0.7857142857142857\n", - "5237\n", - "pixel_share_below_median is: 0.4117647058823529\n", - "pixel_share_above_median is: 0.5882352941176471\n", - "Sprawl index is: 0.4117647058823529\n", - "5238\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5239\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5240\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5241\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5242\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5243\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5244\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5245\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "5246\n", - "pixel_share_below_median 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"pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "5254\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5255\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5256\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5257\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5258\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5259\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5260\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median 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"pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5277\n", - "pixel_share_below_median is: 0.4230769230769231\n", - "pixel_share_above_median is: 0.5769230769230769\n", - "Sprawl index is: 0.42307692307692313\n", - "5278\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5279\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "5280\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "5281\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5282\n", - "pixel_share_below_median is: 0.4632352941176471\n", - "pixel_share_above_median is: 0.5367647058823529\n", - "Sprawl index is: 0.4632352941176471\n", - "5283\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5284\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5285\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "5286\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5287\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "5288\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5289\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5290\n", - 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"pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "5312\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5313\n", - "pixel_share_below_median is: 0.18181818181818182\n", - "pixel_share_above_median is: 0.8181818181818182\n", - "Sprawl index is: 0.18181818181818177\n", - "5314\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5315\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "5316\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5317\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5318\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5319\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "5320\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "5321\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5322\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5323\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5324\n", - "pixel_share_below_median is: 0.19811320754716982\n", - "pixel_share_above_median is: 0.8018867924528302\n", - "Sprawl index is: 0.19811320754716977\n", - "5325\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 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"pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5540\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5541\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5542\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "5543\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5544\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5545\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5546\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5547\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5548\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5549\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5550\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5551\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "5552\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5553\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5554\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5555\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5556\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5557\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "5558\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5559\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5560\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5561\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5562\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5563\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5564\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5565\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5566\n", - "pixel_share_below_median is: 0.4375\n", - "pixel_share_above_median is: 0.5625\n", - "Sprawl index is: 0.4375\n", - "5567\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5568\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5569\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5570\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5571\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5572\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5573\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5574\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "5575\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5576\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "5577\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "5578\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5579\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "5580\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5581\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "5582\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5583\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5584\n", - "pixel_share_below_median is: 0.3953488372093023\n", - "pixel_share_above_median is: 0.6046511627906976\n", - "Sprawl index is: 0.39534883720930236\n", - "5585\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5586\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5587\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5588\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5589\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5590\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5591\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "5592\n", - "pixel_share_below_median is: 0.29347826086956524\n", - "pixel_share_above_median is: 0.7065217391304348\n", - "Sprawl index is: 0.2934782608695652\n", - "5593\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "5594\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "5595\n", - "pixel_share_below_median is: 0.125\n", - "pixel_share_above_median is: 0.875\n", - "Sprawl index is: 0.125\n", - "5596\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5597\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5598\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "5599\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5600\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5601\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5602\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5603\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5604\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5605\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5606\n", - "pixel_share_below_median is: 0.34615384615384615\n", - "pixel_share_above_median is: 0.6538461538461539\n", - "Sprawl index is: 0.34615384615384615\n", - "5607\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5608\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl 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"pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5618\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5619\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5620\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5621\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "5622\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5623\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5624\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "5625\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "5626\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5627\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5628\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5629\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5630\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5631\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5632\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5633\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "5634\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "5635\n", - "pixel_share_below_median is: 0.33116883116883117\n", - "pixel_share_above_median is: 0.6688311688311688\n", - "Sprawl index is: 0.3311688311688312\n", - "5636\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5637\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5638\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "5639\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "5640\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "5641\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5642\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "5643\n", - "pixel_share_below_median is: 0.26126126126126126\n", - "pixel_share_above_median is: 0.7387387387387387\n", - "Sprawl index is: 0.26126126126126126\n", - "5644\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "5645\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "5646\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "5647\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "5648\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "5649\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "5650\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "5651\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "5652\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "5653\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "5654\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5655\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5656\n", - "pixel_share_below_median is: 0.47058823529411764\n", - "pixel_share_above_median is: 0.5294117647058824\n", - "Sprawl index is: 0.47058823529411764\n", - "5657\n", - "pixel_share_below_median is: 0.37349397590361444\n", - "pixel_share_above_median is: 0.6265060240963856\n", - "Sprawl index is: 0.37349397590361444\n", - "5658\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "5659\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "5660\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "5661\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "5662\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "5663\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5664\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5665\n", - "pixel_share_below_median is: 0.7586206896551724\n", - "pixel_share_above_median is: 0.2413793103448276\n", - "Sprawl index is: 0.7586206896551724\n", - "5666\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5667\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5668\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "5669\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5670\n", - "pixel_share_below_median is: 0.3076923076923077\n", - "pixel_share_above_median is: 0.6923076923076923\n", - "Sprawl index is: 0.3076923076923077\n", - "5671\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5672\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5673\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5674\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "5675\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5676\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5677\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "5678\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "5679\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "5680\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "5681\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5682\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "5683\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5684\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "5685\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5686\n", - "pixel_share_below_median is: 0.3958333333333333\n", - "pixel_share_above_median is: 0.6041666666666666\n", - "Sprawl index is: 0.39583333333333337\n", - "5687\n", - "pixel_share_below_median is: 0.3717948717948718\n", - "pixel_share_above_median is: 0.6282051282051282\n", - "Sprawl index is: 0.3717948717948718\n", - "5688\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "5689\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5690\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "5691\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5692\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5693\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "5694\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "5695\n", - "pixel_share_below_median is: 0.5483870967741935\n", - "pixel_share_above_median is: 0.45161290322580644\n", - "Sprawl index is: 0.5483870967741935\n", - "5696\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5697\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "5698\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "5699\n", - "pixel_share_below_median is: 0.43859649122807015\n", - "pixel_share_above_median is: 0.5614035087719298\n", - "Sprawl index is: 0.4385964912280702\n", - "5700\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5701\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "5702\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "5703\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "5704\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5705\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5706\n", - "pixel_share_below_median is: 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is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5713\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "5714\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "5715\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5716\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "5717\n", - "pixel_share_below_median is: 0.6956521739130435\n", - "pixel_share_above_median is: 0.30434782608695654\n", - "Sprawl index is: 0.6956521739130435\n", - "5718\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index 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"pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5726\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "5727\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5728\n", - "pixel_share_below_median is: 0.7368421052631579\n", - "pixel_share_above_median is: 0.2631578947368421\n", - "Sprawl index is: 0.7368421052631579\n", - "5729\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "5730\n", - "pixel_share_below_median is: 0.3684210526315789\n", - "pixel_share_above_median is: 0.631578947368421\n", - "Sprawl index is: 0.368421052631579\n", - "5731\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.5357142857142857\n", - "Sprawl index is: 0.4642857142857143\n", - "5739\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "5740\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "5741\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5742\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5743\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5744\n", - "pixel_share_below_median is: 0.2222222222222222\n", - "pixel_share_above_median is: 0.7777777777777778\n", - "Sprawl index is: 0.2222222222222222\n", 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"Sprawl index is: 0.7142857142857143\n", - "5752\n", - "pixel_share_below_median is: 0.7058823529411765\n", - "pixel_share_above_median is: 0.29411764705882354\n", - "Sprawl index is: 0.7058823529411765\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5753\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "5754\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5755\n", - "pixel_share_below_median is: 0.6470588235294118\n", - "pixel_share_above_median is: 0.35294117647058826\n", - "Sprawl index is: 0.6470588235294118\n", - "5756\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5757\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "5765\n", - "pixel_share_below_median is: 0.5882352941176471\n", - "pixel_share_above_median is: 0.4117647058823529\n", - "Sprawl index is: 0.5882352941176471\n", - "5766\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5767\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "5768\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "5769\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "5770\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "5771\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "5772\n", - "pixel_share_below_median is: 0.5573770491803278\n", - "pixel_share_above_median is: 0.4426229508196721\n", - "Sprawl index is: 0.5573770491803278\n", - "5773\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "5774\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "5775\n", - "pixel_share_below_median is: 0.4268292682926829\n", - "pixel_share_above_median is: 0.573170731707317\n", - "Sprawl index is: 0.426829268292683\n", - "5776\n", - "pixel_share_below_median is: 0.18181818181818182\n", - "pixel_share_above_median is: 0.8181818181818182\n", - "Sprawl index is: 0.18181818181818177\n", - "5777\n", - "pixel_share_below_median is: 0.27586206896551724\n", - "pixel_share_above_median is: 0.7241379310344828\n", - "Sprawl index is: 0.27586206896551724\n", - "5778\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "5779\n", - "pixel_share_below_median is: 0.34375\n", - "pixel_share_above_median is: 0.65625\n", - "Sprawl index is: 0.34375\n", - "5780\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "5781\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "5782\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "5783\n", - "pixel_share_below_median is: 0.4883720930232558\n", - "pixel_share_above_median is: 0.5116279069767442\n", - "Sprawl index is: 0.4883720930232558\n", - "5784\n", - "pixel_share_below_median is: 0.3728813559322034\n", - "pixel_share_above_median is: 0.6271186440677966\n", - "Sprawl index is: 0.3728813559322034\n", - "5785\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5786\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "5787\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "5788\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5789\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "5790\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "5791\n", - "pixel_share_below_median is: 0.7428571428571429\n", - "pixel_share_above_median is: 0.2571428571428571\n", - "Sprawl index is: 0.7428571428571429\n", - "5792\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5793\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "5794\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5795\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "5796\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5797\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "5798\n", - "pixel_share_below_median is: 0.3137254901960784\n", - "pixel_share_above_median is: 0.6862745098039216\n", - "Sprawl index is: 0.3137254901960784\n", - "5799\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "5800\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "5801\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5802\n", - "pixel_share_below_median is: 0.3125\n", - "pixel_share_above_median is: 0.6875\n", - "Sprawl index is: 0.3125\n", - "5803\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5804\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "5805\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5806\n", - "pixel_share_below_median is: 0.4375\n", - "pixel_share_above_median is: 0.5625\n", - "Sprawl index is: 0.4375\n", - "5807\n", - "pixel_share_below_median is: 0.4918032786885246\n", - "pixel_share_above_median is: 0.5081967213114754\n", - "Sprawl index is: 0.4918032786885246\n", - "5808\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5809\n", - "pixel_share_below_median is: 0.6470588235294118\n", - "pixel_share_above_median is: 0.35294117647058826\n", - "Sprawl index is: 0.6470588235294118\n", - "5810\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5811\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5812\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "5813\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "5814\n", - "pixel_share_below_median is: 0.32142857142857145\n", - "pixel_share_above_median is: 0.6785714285714286\n", - "Sprawl index is: 0.3214285714285714\n", - "5815\n", - "pixel_share_below_median is: 0.7857142857142857\n", - "pixel_share_above_median is: 0.21428571428571427\n", - "Sprawl index is: 0.7857142857142857\n", - "5816\n", - "pixel_share_below_median is: 0.5892857142857143\n", - "pixel_share_above_median is: 0.4107142857142857\n", - "Sprawl index is: 0.5892857142857143\n", - "5817\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5818\n", - "pixel_share_below_median is: 0.52\n", - "pixel_share_above_median is: 0.48\n", - "Sprawl index is: 0.52\n", - "5819\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "5820\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5821\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5822\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5823\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5824\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "5825\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5826\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5827\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5828\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "5829\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "5830\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "5831\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "5832\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5833\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "5834\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5835\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5836\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5837\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "5838\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5839\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "5840\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5841\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "5842\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "5843\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "5844\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "5845\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5846\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5847\n", - "pixel_share_below_median is: 0.27053140096618356\n", - "pixel_share_above_median is: 0.7294685990338164\n", - "Sprawl index is: 0.27053140096618356\n", - "5848\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "5849\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "5850\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "5851\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "5852\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "5853\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5854\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5855\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5856\n", - "pixel_share_below_median is: 0.6538461538461539\n", - "pixel_share_above_median is: 0.34615384615384615\n", - "Sprawl index is: 0.6538461538461539\n", - "5857\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "5858\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "5859\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5860\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "5861\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5862\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "5863\n", - "pixel_share_below_median is: 0.5084745762711864\n", - "pixel_share_above_median is: 0.4915254237288136\n", - "Sprawl 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"pixel_share_below_median is: 0.8095238095238095\n", - "pixel_share_above_median is: 0.19047619047619047\n", - "Sprawl index is: 0.8095238095238095\n", - "5878\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "5879\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "5880\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "5881\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "5882\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5883\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "5884\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "5885\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5886\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "5887\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "5888\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "5889\n", - "pixel_share_below_median is: 0.35\n", - "pixel_share_above_median is: 0.65\n", - "Sprawl index is: 0.35\n", - "5890\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "5891\n", - "pixel_share_below_median is: 0.41379310344827586\n", - "pixel_share_above_median is: 0.5862068965517241\n", - "Sprawl index is: 0.4137931034482759\n", - "5892\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5893\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "5894\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "5895\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "5896\n", - "pixel_share_below_median is: 0.36693548387096775\n", - "pixel_share_above_median is: 0.6330645161290323\n", - "Sprawl index is: 0.36693548387096775\n", - "5897\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "5898\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5899\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "5900\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5901\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "5902\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5903\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5904\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "5905\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5906\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "5907\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5908\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5909\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "5910\n", - "pixel_share_below_median is: 0.23076923076923078\n", - "pixel_share_above_median is: 0.7692307692307693\n", - "Sprawl index is: 0.23076923076923073\n", - "5911\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5912\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "5913\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5914\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5915\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "5916\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5917\n", - "pixel_share_below_median is: 0.5789473684210527\n", - "pixel_share_above_median is: 0.42105263157894735\n", - "Sprawl index is: 0.5789473684210527\n", - "5918\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "5919\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "5920\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5921\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "5922\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "5923\n", - "pixel_share_below_median is: 0.6470588235294118\n", - "pixel_share_above_median is: 0.35294117647058826\n", - "Sprawl index is: 0.6470588235294118\n", - "5924\n", - "pixel_share_below_median is: 0.5277777777777778\n", - "pixel_share_above_median is: 0.4722222222222222\n", - "Sprawl index is: 0.5277777777777778\n", - "5925\n", - "pixel_share_below_median is: 0.6333333333333333\n", - "pixel_share_above_median is: 0.36666666666666664\n", - "Sprawl index is: 0.6333333333333333\n", - "5926\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5927\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "5928\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "5929\n", - "pixel_share_below_median is: 0.9473684210526315\n", - "pixel_share_above_median is: 0.05263157894736842\n", - "Sprawl index is: 0.9473684210526315\n", - "5930\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "5931\n", - "pixel_share_below_median is: 0.9545454545454546\n", - "pixel_share_above_median is: 0.045454545454545456\n", - "Sprawl index is: 0.9545454545454546\n", - "5932\n", - "pixel_share_below_median is: 0.27058823529411763\n", - "pixel_share_above_median is: 0.7294117647058823\n", - "Sprawl index is: 0.2705882352941177\n", - "5933\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "5934\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "5935\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5936\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "5937\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5938\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5939\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "5940\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "5941\n", - "pixel_share_below_median is: 0.29411764705882354\n", - "pixel_share_above_median is: 0.7058823529411765\n", - "Sprawl index is: 0.2941176470588235\n", - "5942\n", - "pixel_share_below_median is: 0.6521739130434783\n", - "pixel_share_above_median is: 0.34782608695652173\n", - "Sprawl index is: 0.6521739130434783\n", - "5943\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5944\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "5945\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "5946\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "5947\n", - "pixel_share_below_median is: 0.3804347826086957\n", - "pixel_share_above_median is: 0.6195652173913043\n", - "Sprawl index is: 0.3804347826086957\n", - "5948\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "5949\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "5950\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5951\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "5952\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "5953\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "5954\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "5955\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5956\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "5957\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "5958\n", - "pixel_share_below_median is: 0.5909090909090909\n", - "pixel_share_above_median is: 0.4090909090909091\n", - "Sprawl index is: 0.5909090909090909\n", - "5959\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5960\n", - "pixel_share_below_median is: 0.7894736842105263\n", - "pixel_share_above_median is: 0.21052631578947367\n", - "Sprawl index is: 0.7894736842105263\n", - "5961\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "5962\n", - "pixel_share_below_median is: 0.43956043956043955\n", - "pixel_share_above_median is: 0.5604395604395604\n", - "Sprawl index is: 0.43956043956043955\n", - "5963\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5964\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "5965\n", - "pixel_share_below_median is: 0.6875\n", - "pixel_share_above_median is: 0.3125\n", - "Sprawl index is: 0.6875\n", - "5966\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5967\n", - "pixel_share_below_median is: 0.6111111111111112\n", - "pixel_share_above_median is: 0.3888888888888889\n", - "Sprawl index is: 0.6111111111111112\n", - "5968\n", - "pixel_share_below_median is: 0.5476190476190477\n", - "pixel_share_above_median is: 0.4523809523809524\n", - "Sprawl index is: 0.5476190476190477\n", - "5969\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "5970\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "5971\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "5972\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "5973\n", - "pixel_share_below_median is: 0.59375\n", - "pixel_share_above_median is: 0.40625\n", - "Sprawl index is: 0.59375\n", - "5974\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5975\n", - "pixel_share_below_median is: 0.46938775510204084\n", - "pixel_share_above_median is: 0.5306122448979592\n", - "Sprawl index is: 0.4693877551020408\n", - "5976\n", - "pixel_share_below_median is: 0.9473684210526315\n", - "pixel_share_above_median is: 0.05263157894736842\n", - "Sprawl index is: 0.9473684210526315\n", - "5977\n", - "pixel_share_below_median is: 0.4482758620689655\n", - "pixel_share_above_median is: 0.5517241379310345\n", - "Sprawl index is: 0.4482758620689655\n", - "5978\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "5979\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "5980\n", - "pixel_share_below_median is: 0.7530864197530864\n", - "pixel_share_above_median is: 0.24691358024691357\n", - "Sprawl index is: 0.7530864197530864\n", - "5981\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "5982\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "5983\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "5984\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5985\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "5986\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "5987\n", - "pixel_share_below_median is: 0.7857142857142857\n", - "pixel_share_above_median is: 0.21428571428571427\n", - "Sprawl index is: 0.7857142857142857\n", - "5988\n", - "pixel_share_below_median is: 0.7407407407407407\n", - "pixel_share_above_median is: 0.25925925925925924\n", - "Sprawl index is: 0.7407407407407407\n", - "5989\n", - "pixel_share_below_median is: 0.3246311010215664\n", - "pixel_share_above_median is: 0.6753688989784336\n", - "Sprawl index is: 0.32463110102156645\n", - "5990\n", - "pixel_share_below_median is: 0.5757575757575758\n", - "pixel_share_above_median is: 0.42424242424242425\n", - "Sprawl index is: 0.5757575757575758\n", - "5991\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "5992\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "5993\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "5994\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "5995\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "5996\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "5997\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "5998\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "5999\n", - "pixel_share_below_median is: 0.5185185185185185\n", - "pixel_share_above_median is: 0.48148148148148145\n", - "Sprawl index is: 0.5185185185185185\n", - "6000\n", - "pixel_share_below_median is: 0.3125\n", - "pixel_share_above_median is: 0.6875\n", - "Sprawl index is: 0.3125\n", - "6001\n", - "pixel_share_below_median is: 0.6071428571428571\n", - "pixel_share_above_median is: 0.39285714285714285\n", - "Sprawl index is: 0.6071428571428571\n", - "6002\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6003\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6004\n", - "pixel_share_below_median is: 0.631578947368421\n", - "pixel_share_above_median is: 0.3684210526315789\n", - "Sprawl index is: 0.631578947368421\n", - "6005\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "6006\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6007\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6008\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6009\n", - "pixel_share_below_median is: 0.5517241379310345\n", - "pixel_share_above_median is: 0.4482758620689655\n", - "Sprawl index is: 0.5517241379310345\n", - "6010\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "6011\n", - "pixel_share_below_median is: 0.5108695652173914\n", - "pixel_share_above_median is: 0.4891304347826087\n", - "Sprawl index is: 0.5108695652173914\n", - "6012\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6013\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "6014\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "6015\n", - "pixel_share_below_median is: 0.4791666666666667\n", - "pixel_share_above_median is: 0.5208333333333334\n", - "Sprawl index is: 0.47916666666666663\n", - "6016\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6017\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6018\n", - "pixel_share_below_median is: 0.3656716417910448\n", - "pixel_share_above_median is: 0.6343283582089553\n", - "Sprawl index is: 0.3656716417910447\n", - "6019\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "6020\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "6021\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6022\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "6023\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "6024\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6025\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "6047\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6048\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6049\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6050\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "6051\n", - "pixel_share_below_median is: 0.23076923076923078\n", - "pixel_share_above_median is: 0.7692307692307693\n", - "Sprawl index is: 0.23076923076923073\n", - "6052\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6053\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6054\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6055\n", - "pixel_share_below_median is: 0.5625\n", - "pixel_share_above_median is: 0.4375\n", - "Sprawl index is: 0.5625\n", - "6056\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6057\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6058\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6059\n", - "pixel_share_below_median is: 0.36666666666666664\n", - "pixel_share_above_median is: 0.6333333333333333\n", - "Sprawl index is: 0.3666666666666667\n", - "6060\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6061\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6062\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6063\n", - "pixel_share_below_median is: 0.5625\n", - "pixel_share_above_median is: 0.4375\n", - "Sprawl index is: 0.5625\n", - "6064\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6065\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6066\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6067\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6068\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6069\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6070\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6071\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6072\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6073\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6074\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6075\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6076\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "6077\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6078\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6079\n", - "pixel_share_below_median is: 0.38064516129032255\n", - "pixel_share_above_median is: 0.6193548387096774\n", - "Sprawl index is: 0.38064516129032255\n", - "6080\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6081\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6082\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6083\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6084\n", - "pixel_share_below_median is: 0.5681818181818182\n", - "pixel_share_above_median is: 0.4318181818181818\n", - "Sprawl index is: 0.5681818181818182\n", - "6085\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6086\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "6087\n", - "pixel_share_below_median is: 0.3036876355748373\n", - "pixel_share_above_median is: 0.6963123644251626\n", - "Sprawl index is: 0.30368763557483736\n", - "6088\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "6089\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "6090\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6091\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6092\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "6093\n", - "pixel_share_below_median is: 0.5909090909090909\n", - "pixel_share_above_median is: 0.4090909090909091\n", - "Sprawl index is: 0.5909090909090909\n", - "6094\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "6095\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6096\n", - "pixel_share_below_median is: 0.6538461538461539\n", - "pixel_share_above_median is: 0.34615384615384615\n", - "Sprawl index is: 0.6538461538461539\n", - "6097\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6098\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6099\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "6100\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6101\n", - 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"pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "6108\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6109\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6110\n", - "pixel_share_below_median is: 0.2222222222222222\n", - "pixel_share_above_median is: 0.7777777777777778\n", - "Sprawl index is: 0.2222222222222222\n", - "6111\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6112\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "6113\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6114\n", - "pixel_share_below_median 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"pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "6134\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6135\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6136\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6137\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6138\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6139\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6147\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6148\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6149\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6150\n", - "pixel_share_below_median is: 0.9259259259259259\n", - "pixel_share_above_median is: 0.07407407407407407\n", - "Sprawl index is: 0.9259259259259259\n", - "6151\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "6152\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6153\n", - "pixel_share_below_median is: 0.76\n", - "pixel_share_above_median is: 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- "6214\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6215\n", - "pixel_share_below_median is: 0.54\n", - "pixel_share_above_median is: 0.46\n", - "Sprawl index is: 0.54\n", - "6216\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6217\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6218\n", - "pixel_share_below_median is: 0.8235294117647058\n", - "pixel_share_above_median is: 0.17647058823529413\n", - "Sprawl index is: 0.8235294117647058\n", - "6219\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6220\n", - "pixel_share_below_median is: 0.8125\n", - "pixel_share_above_median is: 0.1875\n", - "Sprawl index is: 0.8125\n", - "6221\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "6222\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6223\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6224\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6225\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6226\n", - "pixel_share_below_median is: 0.7058823529411765\n", - "pixel_share_above_median is: 0.29411764705882354\n", - "Sprawl index is: 0.7058823529411765\n", - "6227\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6228\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "6229\n", - "pixel_share_below_median is: 0.5362318840579711\n", - "pixel_share_above_median is: 0.463768115942029\n", - "Sprawl index is: 0.5362318840579711\n", - "6230\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6231\n", - "pixel_share_below_median is: 0.3127962085308057\n", - "pixel_share_above_median is: 0.6872037914691943\n", - "Sprawl index is: 0.3127962085308057\n", - "6232\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6233\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6234\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "6235\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6236\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6237\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6238\n", - "pixel_share_below_median is: 0.5238095238095238\n", - "pixel_share_above_median is: 0.47619047619047616\n", - "Sprawl index is: 0.5238095238095238\n", - "6239\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "6240\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "6241\n", - "pixel_share_below_median is: 0.6060606060606061\n", - "pixel_share_above_median is: 0.3939393939393939\n", - "Sprawl index is: 0.6060606060606061\n", - "6242\n", - "pixel_share_below_median is: 0.6086956521739131\n", - "pixel_share_above_median is: 0.391304347826087\n", - "Sprawl index is: 0.6086956521739131\n", - "6243\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "6244\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "6245\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6246\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6247\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "6248\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6249\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6250\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "6251\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "6252\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "6253\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "6254\n", - "pixel_share_below_median is: 0.5882352941176471\n", - "pixel_share_above_median is: 0.4117647058823529\n", - "Sprawl index is: 0.5882352941176471\n", - "6255\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6256\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6257\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6258\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "6259\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "6260\n", - "pixel_share_below_median is: 0.125\n", - "pixel_share_above_median is: 0.875\n", - "Sprawl index is: 0.125\n", - "6261\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "6262\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6263\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6264\n", - "pixel_share_below_median is: 0.21428571428571427\n", - "pixel_share_above_median is: 0.7857142857142857\n", - "Sprawl index is: 0.2142857142857143\n", - "6265\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6266\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6267\n", - "pixel_share_below_median is: 0.1891891891891892\n", - "pixel_share_above_median is: 0.8108108108108109\n", - "Sprawl index is: 0.18918918918918914\n", - "6268\n", - "pixel_share_below_median is: 0.6451612903225806\n", - "pixel_share_above_median is: 0.3548387096774194\n", - "Sprawl index is: 0.6451612903225806\n", - "6269\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6270\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "6271\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6272\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "6273\n", - "pixel_share_below_median is: 0.23076923076923078\n", - "pixel_share_above_median is: 0.7692307692307693\n", - "Sprawl index is: 0.23076923076923073\n", - "6274\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "6275\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6276\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "6277\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6278\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "6279\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6280\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6281\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "6282\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6283\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6284\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "6285\n", - "pixel_share_below_median is: 0.9411764705882353\n", - "pixel_share_above_median is: 0.058823529411764705\n", - "Sprawl index is: 0.9411764705882353\n", - "6286\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6287\n", - "pixel_share_below_median is: 0.49038461538461536\n", - "pixel_share_above_median is: 0.5096153846153846\n", - "Sprawl index is: 0.4903846153846154\n", - "6288\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6289\n", - "pixel_share_below_median is: 0.7241379310344828\n", - "pixel_share_above_median is: 0.27586206896551724\n", - "Sprawl index is: 0.7241379310344828\n", - "6290\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "6291\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6292\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6293\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6307\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6308\n", - "pixel_share_below_median is: 0.28211586901763225\n", - "pixel_share_above_median is: 0.7178841309823678\n", - "Sprawl index is: 0.2821158690176322\n", - "6309\n", - "pixel_share_below_median is: 0.7857142857142857\n", - "pixel_share_above_median is: 0.21428571428571427\n", - "Sprawl index is: 0.7857142857142857\n", - "6310\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6311\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6312\n", - "pixel_share_below_median is: 0.47058823529411764\n", - "pixel_share_above_median is: 0.5294117647058824\n", - "Sprawl index is: 0.47058823529411764\n", - "6313\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "6314\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6315\n", - "pixel_share_below_median is: 0.42276422764227645\n", - "pixel_share_above_median is: 0.5772357723577236\n", - "Sprawl index is: 0.4227642276422764\n", - "6316\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "6317\n", - "pixel_share_below_median is: 0.9230769230769231\n", - "pixel_share_above_median is: 0.07692307692307693\n", - "Sprawl index is: 0.9230769230769231\n", - "6318\n", - "pixel_share_below_median is: 0.9333333333333333\n", - "pixel_share_above_median is: 0.06666666666666667\n", - "Sprawl index is: 0.9333333333333333\n", - "6319\n", - "pixel_share_below_median is: 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is: 0.5185185185185185\n", - "Sprawl index is: 0.4814814814814815\n", - "6326\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6327\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6328\n", - "pixel_share_below_median is: 0.38095238095238093\n", - "pixel_share_above_median is: 0.6190476190476191\n", - "Sprawl index is: 0.38095238095238093\n", - "6329\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "6330\n", - "pixel_share_below_median is: 0.7818181818181819\n", - "pixel_share_above_median is: 0.21818181818181817\n", - "Sprawl index is: 0.7818181818181819\n", - "6331\n", - "pixel_share_below_median is: 0.32\n", - "pixel_share_above_median is: 0.68\n", - "Sprawl index is: 0.31999999999999995\n", - "6332\n", - "pixel_share_below_median is: 0.24444444444444444\n", - "pixel_share_above_median 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"pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6340\n", - "pixel_share_below_median is: 0.35185185185185186\n", - "pixel_share_above_median is: 0.6481481481481481\n", - "Sprawl index is: 0.35185185185185186\n", - "6341\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "6342\n", - "pixel_share_below_median is: 0.8955223880597015\n", - "pixel_share_above_median is: 0.1044776119402985\n", - "Sprawl index is: 0.8955223880597015\n", - "6343\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "6344\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6345\n", - "pixel_share_below_median is: 0.2711864406779661\n", - "pixel_share_above_median is: 0.7288135593220338\n", - "Sprawl index is: 0.27118644067796616\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6346\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6347\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "6348\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6349\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6350\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6351\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6352\n", - "pixel_share_below_median is: 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"pixel_share_above_median is: 0.26153846153846155\n", - "Sprawl index is: 0.7384615384615385\n", - "6359\n", - "pixel_share_below_median is: 0.65\n", - "pixel_share_above_median is: 0.35\n", - "Sprawl index is: 0.65\n", - "6360\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6361\n", - "pixel_share_below_median is: 0.6111111111111112\n", - "pixel_share_above_median is: 0.3888888888888889\n", - "Sprawl index is: 0.6111111111111112\n", - "6362\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6363\n", - "pixel_share_below_median is: 0.4117647058823529\n", - "pixel_share_above_median is: 0.5882352941176471\n", - "Sprawl index is: 0.4117647058823529\n", - "6364\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6365\n", - "pixel_share_below_median is: 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"Sprawl index is: 0.38\n", - "6385\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6386\n", - "pixel_share_below_median is: 0.40121317157712305\n", - "pixel_share_above_median is: 0.598786828422877\n", - "Sprawl index is: 0.401213171577123\n", - "6387\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "6388\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6389\n", - "pixel_share_below_median is: 0.4852941176470588\n", - "pixel_share_above_median is: 0.5147058823529411\n", - "Sprawl index is: 0.4852941176470589\n", - "6390\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "6391\n", - "pixel_share_below_median is: 0.7307692307692307\n", - "pixel_share_above_median is: 0.2692307692307692\n", - "Sprawl index is: 0.7307692307692307\n", - "6392\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6393\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6394\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6395\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "6396\n", - "pixel_share_below_median is: 0.27941176470588236\n", - "pixel_share_above_median is: 0.7205882352941176\n", - "Sprawl index is: 0.27941176470588236\n", - "6397\n", - "pixel_share_below_median is: 0.7727272727272727\n", - "pixel_share_above_median is: 0.22727272727272727\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.8983050847457628\n", - "pixel_share_above_median is: 0.1016949152542373\n", - "Sprawl index is: 0.8983050847457628\n", - "6412\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6413\n", - "pixel_share_below_median is: 0.7916666666666666\n", - "pixel_share_above_median is: 0.20833333333333334\n", - "Sprawl index is: 0.7916666666666666\n", - "6414\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6415\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6416\n", - "pixel_share_below_median is: 0.29310344827586204\n", - "pixel_share_above_median is: 0.7068965517241379\n", - "Sprawl index is: 0.2931034482758621\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6417\n", - "pixel_share_below_median is: 0.9230769230769231\n", - "pixel_share_above_median is: 0.07692307692307693\n", - "Sprawl index is: 0.9230769230769231\n", - "6418\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "6419\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6420\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6421\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6422\n", - "pixel_share_below_median is: 0.2631578947368421\n", - "pixel_share_above_median is: 0.7368421052631579\n", - "Sprawl index is: 0.26315789473684215\n", - "6423\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6424\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6425\n", - "pixel_share_below_median is: 0.3225806451612903\n", - "pixel_share_above_median is: 0.6774193548387096\n", - "Sprawl index is: 0.32258064516129037\n", - "6426\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6427\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6428\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6429\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6430\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "6431\n", - "pixel_share_below_median is: 0.5909090909090909\n", - "pixel_share_above_median is: 0.4090909090909091\n", - "Sprawl index is: 0.5909090909090909\n", - "6432\n", - "pixel_share_below_median is: 0.7222222222222222\n", - "pixel_share_above_median is: 0.2777777777777778\n", - "Sprawl index is: 0.7222222222222222\n", - "6433\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "6434\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6435\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "6436\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "6437\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6438\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6439\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6440\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "6441\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "6442\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6443\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6444\n", - "pixel_share_below_median is: 0.4583333333333333\n", - "pixel_share_above_median is: 0.5416666666666666\n", - "Sprawl index is: 0.45833333333333337\n", - "6445\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6446\n", - "pixel_share_below_median is: 0.125\n", - "pixel_share_above_median is: 0.875\n", - "Sprawl index is: 0.125\n", - "6447\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6448\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6449\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6450\n", - "pixel_share_below_median is: 0.33185840707964603\n", - "pixel_share_above_median is: 0.668141592920354\n", - "Sprawl index is: 0.331858407079646\n", - "6451\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6452\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "6453\n", - "pixel_share_below_median is: 0.92\n", - "pixel_share_above_median is: 0.08\n", - "Sprawl index is: 0.92\n", - "6454\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6455\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6456\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "6457\n", - "pixel_share_below_median is: 0.45\n", - "pixel_share_above_median is: 0.55\n", - "Sprawl index is: 0.44999999999999996\n", - "6458\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "6459\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6460\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "6461\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "6462\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6463\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6464\n", - "pixel_share_below_median is: 0.723404255319149\n", - "pixel_share_above_median is: 0.2765957446808511\n", - "Sprawl index is: 0.723404255319149\n", - "6465\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "6466\n", - "pixel_share_below_median is: 0.9743589743589743\n", - "pixel_share_above_median is: 0.02564102564102564\n", - "Sprawl index is: 0.9743589743589743\n", - "6467\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6468\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6469\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "6470\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6471\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "6472\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6473\n", - "pixel_share_below_median is: 0.43478260869565216\n", - "pixel_share_above_median is: 0.5652173913043478\n", - "Sprawl index is: 0.4347826086956522\n", - "6474\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "6475\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "6476\n", - "pixel_share_below_median is: 0.3148148148148148\n", - "pixel_share_above_median is: 0.6851851851851852\n", - "Sprawl index is: 0.31481481481481477\n", - "6477\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "6478\n", - "pixel_share_below_median is: 0.7619047619047619\n", - "pixel_share_above_median is: 0.23809523809523808\n", - "Sprawl index is: 0.7619047619047619\n", - "6479\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "6480\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6481\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6482\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "6483\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6484\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6485\n", - "pixel_share_below_median is: 0.6818181818181818\n", - "pixel_share_above_median is: 0.3181818181818182\n", - "Sprawl index is: 0.6818181818181818\n", - "6486\n", - "pixel_share_below_median is: 0.5142857142857142\n", - "pixel_share_above_median is: 0.4857142857142857\n", - "Sprawl index is: 0.5142857142857142\n", - "6487\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "6488\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "6489\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6490\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6491\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6492\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "6493\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6494\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6495\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6496\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6497\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "6498\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6499\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6500\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6501\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6502\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6503\n", - "pixel_share_below_median is: 0.45714285714285713\n", - "pixel_share_above_median is: 0.5428571428571428\n", - "Sprawl index is: 0.4571428571428572\n", - "6504\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6505\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "6506\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6507\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "6508\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6509\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "6510\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6511\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "6512\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "6513\n", - "pixel_share_below_median is: 0.41007194244604317\n", - "pixel_share_above_median is: 0.5899280575539568\n", - "Sprawl index is: 0.41007194244604317\n", - "6514\n", - "pixel_share_below_median is: 0.3225806451612903\n", - "pixel_share_above_median is: 0.6774193548387096\n", - "Sprawl index is: 0.32258064516129037\n", - "6515\n", - "pixel_share_below_median is: 0.6333333333333333\n", - "pixel_share_above_median is: 0.36666666666666664\n", - "Sprawl index is: 0.6333333333333333\n", - "6516\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "6517\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6518\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6519\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "6520\n", - "pixel_share_below_median is: 0.42105263157894735\n", - "pixel_share_above_median is: 0.5789473684210527\n", - "Sprawl index is: 0.42105263157894735\n", - "6521\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6522\n", - "pixel_share_below_median is: 0.3235294117647059\n", - "pixel_share_above_median is: 0.6764705882352942\n", - "Sprawl index is: 0.32352941176470584\n", - "6523\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "6524\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "6525\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "6526\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6527\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6528\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6529\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6530\n", - "pixel_share_below_median is: 0.18181818181818182\n", - "pixel_share_above_median is: 0.8181818181818182\n", - "Sprawl index is: 0.18181818181818177\n", - "6531\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6532\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6533\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "6534\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6535\n", - "pixel_share_below_median is: 0.45\n", - "pixel_share_above_median is: 0.55\n", - "Sprawl index is: 0.44999999999999996\n", - "6536\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6537\n", - "pixel_share_below_median is: 0.16666666666666666\n", - "pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "6538\n", - "pixel_share_below_median is: 0.32432432432432434\n", - "pixel_share_above_median is: 0.6756756756756757\n", - "Sprawl index is: 0.32432432432432434\n", - "6539\n", - "pixel_share_below_median is: 0.6875\n", - "pixel_share_above_median is: 0.3125\n", - "Sprawl index is: 0.6875\n", - "6540\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "6541\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "6542\n", - "pixel_share_below_median is: 0.5106382978723404\n", - "pixel_share_above_median is: 0.48936170212765956\n", - "Sprawl index is: 0.5106382978723404\n", - "6543\n", - "pixel_share_below_median is: 0.3277310924369748\n", - "pixel_share_above_median is: 0.6722689075630253\n", - "Sprawl index is: 0.32773109243697474\n", - "6544\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6545\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "6546\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6547\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "6548\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6549\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6550\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6551\n", - "pixel_share_below_median is: 0.3684210526315789\n", - "pixel_share_above_median is: 0.631578947368421\n", - "Sprawl index is: 0.368421052631579\n", - "6552\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6553\n", - "pixel_share_below_median is: 0.4117647058823529\n", - "pixel_share_above_median is: 0.5882352941176471\n", - "Sprawl index is: 0.4117647058823529\n", - "6554\n", - "pixel_share_below_median is: 0.47619047619047616\n", - "pixel_share_above_median is: 0.5238095238095238\n", - "Sprawl index is: 0.47619047619047616\n", - "6555\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "6556\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6557\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6558\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6559\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6560\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "6561\n", - "pixel_share_below_median is: 0.7058823529411765\n", - "pixel_share_above_median is: 0.29411764705882354\n", - "Sprawl index is: 0.7058823529411765\n", - "6562\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "6563\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "6564\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6565\n", - "pixel_share_below_median is: 0.3559322033898305\n", - "pixel_share_above_median is: 0.6440677966101694\n", - "Sprawl index is: 0.35593220338983056\n", - "6566\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "6567\n", - "pixel_share_below_median is: 0.2391304347826087\n", - "pixel_share_above_median is: 0.7608695652173914\n", - "Sprawl index is: 0.23913043478260865\n", - "6568\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6569\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "6570\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "6571\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6572\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6573\n", - "pixel_share_below_median is: 0.5416666666666666\n", - "pixel_share_above_median is: 0.4583333333333333\n", - "Sprawl index is: 0.5416666666666666\n", - "6574\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6575\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "6576\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "6577\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6578\n", - "pixel_share_below_median is: 0.3389830508474576\n", - "pixel_share_above_median is: 0.6610169491525424\n", - "Sprawl index is: 0.3389830508474576\n", - "6579\n", - "pixel_share_below_median is: 0.7857142857142857\n", - "pixel_share_above_median is: 0.21428571428571427\n", - "Sprawl index is: 0.7857142857142857\n", - "6580\n", - "pixel_share_below_median is: 0.36\n", - "pixel_share_above_median is: 0.64\n", - "Sprawl index is: 0.36\n", - "6581\n", - "pixel_share_below_median is: 0.9444444444444444\n", - "pixel_share_above_median is: 0.05555555555555555\n", - "Sprawl index is: 0.9444444444444444\n", - "6582\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "6583\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "6584\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "6585\n", - "pixel_share_below_median is: 0.21965317919075145\n", - "pixel_share_above_median is: 0.7803468208092486\n", - "Sprawl index is: 0.21965317919075145\n", - "6586\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6587\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6588\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6589\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6590\n", - "pixel_share_below_median is: 0.4230769230769231\n", - "pixel_share_above_median is: 0.5769230769230769\n", - "Sprawl index is: 0.42307692307692313\n", - "6591\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "6592\n", - "pixel_share_below_median is: 0.5789473684210527\n", - "pixel_share_above_median is: 0.42105263157894735\n", - "Sprawl index is: 0.5789473684210527\n", - "6593\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6594\n", - "pixel_share_below_median is: 0.5789473684210527\n", - "pixel_share_above_median is: 0.42105263157894735\n", - "Sprawl index is: 0.5789473684210527\n", - "6595\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "6596\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "6597\n", - "pixel_share_below_median is: 0.5588235294117647\n", - "pixel_share_above_median is: 0.4411764705882353\n", - "Sprawl index is: 0.5588235294117647\n", - "6598\n", - "pixel_share_below_median is: 0.37735849056603776\n", - "pixel_share_above_median is: 0.6226415094339622\n", - "Sprawl index is: 0.37735849056603776\n", - "6599\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6600\n", - "pixel_share_below_median is: 0.7222222222222222\n", - "pixel_share_above_median is: 0.2777777777777778\n", - "Sprawl index is: 0.7222222222222222\n", - "6601\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6602\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "6603\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6604\n", - "pixel_share_below_median is: 0.3017241379310345\n", - "pixel_share_above_median is: 0.6982758620689655\n", - "Sprawl index is: 0.3017241379310345\n", - "6605\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6606\n", - "pixel_share_below_median is: 0.52\n", - "pixel_share_above_median is: 0.48\n", - "Sprawl index is: 0.52\n", - "6607\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6608\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6609\n", - "pixel_share_below_median is: 0.3018867924528302\n", - "pixel_share_above_median is: 0.6981132075471698\n", - "Sprawl index is: 0.30188679245283023\n", - "6610\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6611\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6612\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "6613\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6614\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "6615\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6616\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6617\n", - "pixel_share_below_median is: 0.391304347826087\n", - "pixel_share_above_median is: 0.6086956521739131\n", - "Sprawl index is: 0.3913043478260869\n", - "6618\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6619\n", - "pixel_share_below_median is: 0.24528301886792453\n", - "pixel_share_above_median is: 0.7547169811320755\n", - "Sprawl index is: 0.24528301886792447\n", - "6620\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "6621\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "6622\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "6623\n", - "pixel_share_below_median is: 0.7857142857142857\n", - "pixel_share_above_median is: 0.21428571428571427\n", - "Sprawl index is: 0.7857142857142857\n", - "6624\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6625\n", - "pixel_share_below_median is: 0.43529411764705883\n", - "pixel_share_above_median is: 0.5647058823529412\n", - "Sprawl index is: 0.43529411764705883\n", - "6626\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "6627\n", - "pixel_share_below_median is: 0.44\n", - "pixel_share_above_median is: 0.56\n", - "Sprawl index is: 0.43999999999999995\n", - "6628\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6629\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6637\n", - "pixel_share_below_median is: 0.2934131736526946\n", - "pixel_share_above_median is: 0.7065868263473054\n", - "Sprawl index is: 0.2934131736526946\n", - "6638\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6639\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "6640\n", - "pixel_share_below_median is: 0.4528301886792453\n", - "pixel_share_above_median is: 0.5471698113207547\n", - "Sprawl index is: 0.4528301886792453\n", - "6641\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6642\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6650\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "6651\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6652\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6653\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "6654\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "6655\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6663\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6664\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "6665\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "6666\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6667\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6668\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6669\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "6670\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6671\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6672\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6673\n", - "pixel_share_below_median is: 0.5507246376811594\n", - "pixel_share_above_median is: 0.4492753623188406\n", - "Sprawl index is: 0.5507246376811594\n", - "6674\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6675\n", - "pixel_share_below_median is: 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"pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "6689\n", - "pixel_share_below_median is: 0.7894736842105263\n", - "pixel_share_above_median is: 0.21052631578947367\n", - "Sprawl index is: 0.7894736842105263\n", - "6690\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6691\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6692\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "6693\n", - "pixel_share_below_median is: 0.5121951219512195\n", - "pixel_share_above_median is: 0.4878048780487805\n", - "Sprawl index is: 0.5121951219512195\n", - "6694\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6695\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "6696\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6697\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "6698\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "6699\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6700\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "6701\n", - "pixel_share_below_median is: 0.4090909090909091\n", - "pixel_share_above_median is: 0.5909090909090909\n", - "Sprawl index is: 0.40909090909090906\n", - "6702\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "6703\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "6704\n", - "pixel_share_below_median is: 0.6470588235294118\n", - "pixel_share_above_median is: 0.35294117647058826\n", - "Sprawl index is: 0.6470588235294118\n", - "6705\n", - "pixel_share_below_median is: 0.7727272727272727\n", - "pixel_share_above_median is: 0.22727272727272727\n", - "Sprawl index is: 0.7727272727272727\n", - "6706\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6707\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "6708\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6709\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "6710\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "6711\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6712\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6713\n", - "pixel_share_below_median is: 0.5625\n", - "pixel_share_above_median is: 0.4375\n", - "Sprawl index is: 0.5625\n", - "6714\n", - 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"pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "6722\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6723\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6724\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6725\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6726\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "6727\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6728\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6729\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6730\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6731\n", - "pixel_share_below_median is: 0.5217391304347826\n", - "pixel_share_above_median is: 0.4782608695652174\n", - "Sprawl index is: 0.5217391304347826\n", - "6732\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6733\n", - "pixel_share_below_median is: 0.4864864864864865\n", - "pixel_share_above_median is: 0.5135135135135135\n", - "Sprawl index is: 0.4864864864864865\n", - "6734\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6735\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "6736\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6737\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "6738\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6739\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6740\n", - "pixel_share_below_median is: 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"pixel_share_above_median is: 0.6296296296296297\n", - "Sprawl index is: 0.37037037037037035\n", - "6760\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6761\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "6762\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6763\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6764\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6765\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6766\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "6767\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "6768\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6769\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6770\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6771\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6772\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6773\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6774\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6775\n", - "pixel_share_below_median is: 0.5915492957746479\n", - "pixel_share_above_median is: 0.4084507042253521\n", - "Sprawl index is: 0.5915492957746479\n", - "6776\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6777\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6778\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "6779\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "6780\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6781\n", - "pixel_share_below_median is: 0.22727272727272727\n", - "pixel_share_above_median is: 0.7727272727272727\n", - "Sprawl index is: 0.2272727272727273\n", - "6782\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "6783\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "6784\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6785\n", - "pixel_share_below_median is: 0.47368421052631576\n", - "pixel_share_above_median is: 0.5263157894736842\n", - "Sprawl index is: 0.4736842105263158\n", - "6786\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6787\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6788\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6789\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6790\n", - "pixel_share_below_median is: 0.3252032520325203\n", - "pixel_share_above_median is: 0.6747967479674797\n", - "Sprawl index is: 0.3252032520325203\n", - "6791\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6792\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6793\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6794\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6795\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6796\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "6797\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "6798\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6799\n", - "pixel_share_below_median is: 0.36666666666666664\n", - "pixel_share_above_median is: 0.6333333333333333\n", - "Sprawl index is: 0.3666666666666667\n", - "6800\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "6801\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6802\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "6803\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6804\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "6805\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "6806\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6807\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "6808\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "6809\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6810\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "6811\n", - "pixel_share_below_median is: 0.65\n", - "pixel_share_above_median is: 0.35\n", - "Sprawl index is: 0.65\n", - "6812\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6813\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6814\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6815\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "6816\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "6817\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6818\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6819\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "6820\n", - "pixel_share_below_median is: 0.38235294117647056\n", - "pixel_share_above_median is: 0.6176470588235294\n", - "Sprawl index is: 0.38235294117647056\n", - "6821\n", - "pixel_share_below_median is: 0.3939393939393939\n", - "pixel_share_above_median is: 0.6060606060606061\n", - "Sprawl index is: 0.3939393939393939\n", - "6822\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "6823\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "6824\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "6825\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "6826\n", - "pixel_share_below_median is: 0.30701754385964913\n", - "pixel_share_above_median is: 0.6929824561403509\n", - "Sprawl index is: 0.3070175438596491\n", - "6827\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "6828\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6829\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "6830\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "6831\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6832\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "6833\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6834\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6835\n", - "pixel_share_below_median is: 0.9230769230769231\n", - "pixel_share_above_median is: 0.07692307692307693\n", - "Sprawl index is: 0.9230769230769231\n", - "6836\n", - "pixel_share_below_median is: 0.28717948717948716\n", - "pixel_share_above_median is: 0.7128205128205128\n", - "Sprawl index is: 0.28717948717948716\n", - "6837\n", - "pixel_share_below_median is: 0.4634146341463415\n", - "pixel_share_above_median is: 0.5365853658536586\n", - "Sprawl index is: 0.46341463414634143\n", - "6838\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6839\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "6840\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6841\n", - "pixel_share_below_median is: 0.37142857142857144\n", - "pixel_share_above_median is: 0.6285714285714286\n", - "Sprawl index is: 0.37142857142857144\n", - "6842\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6843\n", - "pixel_share_below_median is: 0.39285714285714285\n", - "pixel_share_above_median is: 0.6071428571428571\n", - "Sprawl index is: 0.3928571428571429\n", - "6844\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6845\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6846\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6847\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6848\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6849\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "6850\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6851\n", - "pixel_share_below_median is: 0.9411764705882353\n", - "pixel_share_above_median is: 0.058823529411764705\n", - "Sprawl index is: 0.9411764705882353\n", - "6852\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "6853\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6854\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6855\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "6856\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "6857\n", - "pixel_share_below_median is: 0.6470588235294118\n", - "pixel_share_above_median is: 0.35294117647058826\n", - "Sprawl index is: 0.6470588235294118\n", - "6858\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "6859\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6860\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6861\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6862\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "6863\n", - "pixel_share_below_median is: 0.8235294117647058\n", - "pixel_share_above_median is: 0.17647058823529413\n", - "Sprawl index is: 0.8235294117647058\n", - "6864\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6865\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "6866\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6867\n", - "pixel_share_below_median is: 0.9333333333333333\n", - "pixel_share_above_median is: 0.06666666666666667\n", - "Sprawl index is: 0.9333333333333333\n", - "6868\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6869\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6870\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6871\n", - "pixel_share_below_median is: 0.38235294117647056\n", - "pixel_share_above_median is: 0.6176470588235294\n", - "Sprawl index is: 0.38235294117647056\n", - "6872\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6873\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6874\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6875\n", - "pixel_share_below_median is: 0.3502824858757062\n", - "pixel_share_above_median is: 0.6497175141242938\n", - "Sprawl index is: 0.3502824858757062\n", - "6876\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6877\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6878\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6879\n", - "pixel_share_below_median is: 0.425\n", - "pixel_share_above_median is: 0.575\n", - "Sprawl index is: 0.42500000000000004\n", - "6880\n", - "pixel_share_below_median is: 0.6842105263157895\n", - "pixel_share_above_median is: 0.3157894736842105\n", - "Sprawl index is: 0.6842105263157895\n", - "6881\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6882\n", - "pixel_share_below_median is: 0.47368421052631576\n", - "pixel_share_above_median is: 0.5263157894736842\n", - "Sprawl index is: 0.4736842105263158\n", - "6883\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6884\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6885\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6886\n", - "pixel_share_below_median is: 0.7741935483870968\n", - "pixel_share_above_median is: 0.22580645161290322\n", - "Sprawl index is: 0.7741935483870968\n", - "6887\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "6888\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "6889\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6890\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "6891\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6892\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6893\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6894\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6895\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6896\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6897\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "6898\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6899\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6900\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6901\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6902\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6903\n", - "pixel_share_below_median is: 0.5416666666666666\n", - "pixel_share_above_median is: 0.4583333333333333\n", - "Sprawl index is: 0.5416666666666666\n", - "6904\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6905\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "6906\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6907\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6908\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6909\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6910\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6911\n", - "pixel_share_below_median is: 0.6842105263157895\n", - "pixel_share_above_median is: 0.3157894736842105\n", - "Sprawl index is: 0.6842105263157895\n", - "6912\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6913\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6914\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6915\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "6916\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6917\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "6918\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6919\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "6920\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "6921\n", - "pixel_share_below_median is: 0.9333333333333333\n", - "pixel_share_above_median is: 0.06666666666666667\n", - "Sprawl index is: 0.9333333333333333\n", - "6922\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6923\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6924\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6925\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6926\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6927\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "6928\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "6929\n", - "pixel_share_below_median is: 0.6136363636363636\n", - "pixel_share_above_median is: 0.38636363636363635\n", - "Sprawl index is: 0.6136363636363636\n", - "6930\n", - "pixel_share_below_median is: 0.6111111111111112\n", - "pixel_share_above_median is: 0.3888888888888889\n", - "Sprawl index is: 0.6111111111111112\n", - "6931\n", - "pixel_share_below_median is: 0.7619047619047619\n", - "pixel_share_above_median is: 0.23809523809523808\n", - "Sprawl index is: 0.7619047619047619\n", - "6932\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "6933\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6934\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6935\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6936\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6937\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6938\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "6939\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6940\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6941\n", - "pixel_share_below_median is: 0.47058823529411764\n", - "pixel_share_above_median is: 0.5294117647058824\n", - "Sprawl index is: 0.47058823529411764\n", - "6942\n", - "pixel_share_below_median is: 0.6026785714285714\n", - "pixel_share_above_median is: 0.39732142857142855\n", - "Sprawl index is: 0.6026785714285714\n", - "6943\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "6944\n", - "pixel_share_below_median is: 0.7857142857142857\n", - "pixel_share_above_median is: 0.21428571428571427\n", - "Sprawl index is: 0.7857142857142857\n", - "6945\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6946\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6947\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6948\n", - "pixel_share_below_median is: 0.38095238095238093\n", - "pixel_share_above_median is: 0.6190476190476191\n", - "Sprawl index is: 0.38095238095238093\n", - "6949\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "6950\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6951\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "6952\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "6953\n", - "pixel_share_below_median is: 0.7857142857142857\n", - "pixel_share_above_median is: 0.21428571428571427\n", - "Sprawl index is: 0.7857142857142857\n", - "6954\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "6955\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "6956\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6957\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "6958\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "6959\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "6960\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6961\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "6962\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6963\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "6964\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "6965\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6966\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6967\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "6968\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "6969\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "6970\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6971\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6972\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "6973\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6974\n", - "pixel_share_below_median is: 0.4888888888888889\n", - "pixel_share_above_median is: 0.5111111111111111\n", - "Sprawl index is: 0.48888888888888893\n", - "6975\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "6976\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "6977\n", - "pixel_share_below_median is: 0.6046511627906976\n", - "pixel_share_above_median is: 0.3953488372093023\n", - "Sprawl index is: 0.6046511627906976\n", - "6978\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6979\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6980\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "6981\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "6982\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6983\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "6984\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "6985\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6986\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "6987\n", - "pixel_share_below_median is: 0.7741935483870968\n", - "pixel_share_above_median is: 0.22580645161290322\n", - "Sprawl index is: 0.7741935483870968\n", - "6988\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "6989\n", - "pixel_share_below_median is: 0.9230769230769231\n", - "pixel_share_above_median is: 0.07692307692307693\n", - "Sprawl index is: 0.9230769230769231\n", - "6990\n", - "pixel_share_below_median is: 0.4807692307692308\n", - "pixel_share_above_median is: 0.5192307692307693\n", - "Sprawl index is: 0.4807692307692307\n", - "6991\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "6992\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "6993\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "6994\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6995\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "6996\n", - "pixel_share_below_median is: 0.7857142857142857\n", - "pixel_share_above_median is: 0.21428571428571427\n", - "Sprawl index is: 0.7857142857142857\n", - "6997\n", - "pixel_share_below_median is: 0.8823529411764706\n", - "pixel_share_above_median is: 0.11764705882352941\n", - "Sprawl index is: 0.8823529411764706\n", - "6998\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "6999\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "7000\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7001\n", - "pixel_share_below_median is: 0.8823529411764706\n", - "pixel_share_above_median is: 0.11764705882352941\n", - "Sprawl index is: 0.8823529411764706\n", - "7002\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7003\n", - "pixel_share_below_median is: 0.7058823529411765\n", - "pixel_share_above_median is: 0.29411764705882354\n", - "Sprawl index is: 0.7058823529411765\n", - "7004\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7005\n", - "pixel_share_below_median is: 0.27586206896551724\n", - "pixel_share_above_median is: 0.7241379310344828\n", - "Sprawl index is: 0.27586206896551724\n", - "7006\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7007\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7008\n", - "pixel_share_below_median is: 0.4246575342465753\n", - "pixel_share_above_median is: 0.5753424657534246\n", - "Sprawl index is: 0.4246575342465754\n", - "7009\n", - "pixel_share_below_median is: 0.8125\n", - "pixel_share_above_median is: 0.1875\n", - "Sprawl index is: 0.8125\n", - "7010\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7011\n", - "pixel_share_below_median is: 0.7222222222222222\n", - "pixel_share_above_median is: 0.2777777777777778\n", - "Sprawl index is: 0.7222222222222222\n", - "7012\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7013\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7014\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7015\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7016\n", - "pixel_share_below_median is: 0.85\n", - "pixel_share_above_median is: 0.15\n", - "Sprawl index is: 0.85\n", - "7017\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7018\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "7019\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7020\n", - "pixel_share_below_median is: 0.4375\n", - "pixel_share_above_median is: 0.5625\n", - "Sprawl index is: 0.4375\n", - "7021\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7022\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7023\n", - "pixel_share_below_median is: 0.38095238095238093\n", - "pixel_share_above_median is: 0.6190476190476191\n", - "Sprawl index is: 0.38095238095238093\n", - "7024\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7025\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7026\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7027\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7028\n", - "pixel_share_below_median is: 0.3409090909090909\n", - "pixel_share_above_median is: 0.6590909090909091\n", - "Sprawl index is: 0.34090909090909094\n", - "7029\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "7030\n", - "pixel_share_below_median is: 0.4888888888888889\n", - "pixel_share_above_median is: 0.5111111111111111\n", - "Sprawl index is: 0.48888888888888893\n", - "7031\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7032\n", - "pixel_share_below_median is: 0.2777777777777778\n", - "pixel_share_above_median is: 0.7222222222222222\n", - "Sprawl index is: 0.2777777777777778\n", - "7033\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7034\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7035\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7036\n", - "pixel_share_below_median is: 0.5217391304347826\n", - "pixel_share_above_median is: 0.4782608695652174\n", - "Sprawl index is: 0.5217391304347826\n", - "7037\n", - "pixel_share_below_median is: 0.6818181818181818\n", - "pixel_share_above_median is: 0.3181818181818182\n", - "Sprawl index is: 0.6818181818181818\n", - "7038\n", - "pixel_share_below_median is: 0.5263157894736842\n", - "pixel_share_above_median is: 0.47368421052631576\n", - "Sprawl index is: 0.5263157894736842\n", - "7039\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7040\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "7041\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7042\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7043\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7044\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7045\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7046\n", - "pixel_share_below_median is: 0.39473684210526316\n", - "pixel_share_above_median is: 0.6052631578947368\n", - "Sprawl index is: 0.39473684210526316\n", - "7047\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7048\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "7049\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7050\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7051\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7052\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7053\n", - "pixel_share_below_median is: 0.5625\n", - "pixel_share_above_median is: 0.4375\n", - "Sprawl index is: 0.5625\n", - "7054\n", - "pixel_share_below_median is: 0.43478260869565216\n", - "pixel_share_above_median is: 0.5652173913043478\n", - "Sprawl index is: 0.4347826086956522\n", - "7055\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7056\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "7057\n", - "pixel_share_below_median is: 0.5263157894736842\n", - "pixel_share_above_median is: 0.47368421052631576\n", - "Sprawl index is: 0.5263157894736842\n", - "7058\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "7059\n", - "pixel_share_below_median is: 0.35294117647058826\n", - "pixel_share_above_median is: 0.6470588235294118\n", - "Sprawl index is: 0.3529411764705882\n", - "7060\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "7061\n", - "pixel_share_below_median is: 0.47368421052631576\n", - "pixel_share_above_median is: 0.5263157894736842\n", - "Sprawl index is: 0.4736842105263158\n", - "7062\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7063\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "7064\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "7065\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "7066\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "7067\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "7068\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7069\n", - "pixel_share_below_median is: 0.4782608695652174\n", - "pixel_share_above_median is: 0.5217391304347826\n", - "Sprawl index is: 0.4782608695652174\n", - "7070\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7071\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "7072\n", - "pixel_share_below_median is: 0.47368421052631576\n", - "pixel_share_above_median is: 0.5263157894736842\n", - "Sprawl index is: 0.4736842105263158\n", - "7073\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7074\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7075\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "7076\n", - "pixel_share_below_median is: 0.47058823529411764\n", - "pixel_share_above_median is: 0.5294117647058824\n", - "Sprawl index is: 0.47058823529411764\n", - "7077\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7078\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "7079\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7080\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7081\n", - "pixel_share_below_median is: 0.7857142857142857\n", - "pixel_share_above_median is: 0.21428571428571427\n", - "Sprawl index is: 0.7857142857142857\n", - "7082\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7083\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7084\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "7085\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7086\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 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- "Sprawl index is: 0.4\n", - "7094\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "7095\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7096\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7097\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7098\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "7099\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7100\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "7101\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "7102\n", - "pixel_share_below_median is: 0.5882352941176471\n", - "pixel_share_above_median is: 0.4117647058823529\n", - "Sprawl index is: 0.5882352941176471\n", - "7103\n", - "pixel_share_below_median is: 0.41935483870967744\n", - "pixel_share_above_median is: 0.5806451612903226\n", - "Sprawl index is: 0.4193548387096774\n", - "7104\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7105\n", - "pixel_share_below_median is: 0.6535947712418301\n", - "pixel_share_above_median is: 0.3464052287581699\n", - "Sprawl index is: 0.6535947712418301\n", - "7106\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7107\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "7108\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "7109\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7110\n", - "pixel_share_below_median is: 0.2847222222222222\n", - "pixel_share_above_median is: 0.7152777777777778\n", - "Sprawl index is: 0.2847222222222222\n", - "7111\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "7112\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "7113\n", - "pixel_share_below_median is: 0.3125\n", - "pixel_share_above_median is: 0.6875\n", - "Sprawl index is: 0.3125\n", - "7114\n", - "pixel_share_below_median is: 0.6923076923076923\n", - "pixel_share_above_median is: 0.3076923076923077\n", - "Sprawl index is: 0.6923076923076923\n", - "7115\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "7116\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "7117\n", - "pixel_share_below_median is: 0.22929936305732485\n", - "pixel_share_above_median is: 0.7707006369426752\n", - "Sprawl index is: 0.2292993630573248\n", - "7118\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "7119\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7120\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "7121\n", - "pixel_share_below_median is: 0.4666666666666667\n", - "pixel_share_above_median is: 0.5333333333333333\n", - "Sprawl index is: 0.4666666666666667\n", - "7122\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "7123\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "7124\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7125\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7126\n", - "pixel_share_below_median is: 0.22580645161290322\n", - "pixel_share_above_median is: 0.7741935483870968\n", - "Sprawl index is: 0.22580645161290325\n", - "7127\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7128\n", - "pixel_share_below_median is: 0.5625\n", - "pixel_share_above_median is: 0.4375\n", - "Sprawl index is: 0.5625\n", - "7129\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7130\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "7131\n", - "pixel_share_below_median is: 0.7222222222222222\n", - "pixel_share_above_median is: 0.2777777777777778\n", - "Sprawl index is: 0.7222222222222222\n", - "7132\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7133\n", - "pixel_share_below_median is: 0.52\n", - "pixel_share_above_median is: 0.48\n", - "Sprawl index is: 0.52\n", - "7134\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7135\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7136\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7137\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "7138\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "7139\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7140\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "7141\n", - "pixel_share_below_median is: 0.4230769230769231\n", - "pixel_share_above_median is: 0.5769230769230769\n", - "Sprawl index is: 0.42307692307692313\n", - "7142\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "7143\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7144\n", - "pixel_share_below_median is: 0.42105263157894735\n", - "pixel_share_above_median is: 0.5789473684210527\n", - "Sprawl index is: 0.42105263157894735\n", - "7145\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index 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is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7153\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "7154\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "7155\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "7156\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7157\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7158\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "7159\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7160\n", - "pixel_share_below_median is: 0.7096774193548387\n", - "pixel_share_above_median is: 0.2903225806451613\n", - "Sprawl index is: 0.7096774193548387\n", - "7161\n", - "pixel_share_below_median is: 0.5789473684210527\n", - "pixel_share_above_median is: 0.42105263157894735\n", - "Sprawl index is: 0.5789473684210527\n", - "7162\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "7163\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7164\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7165\n", - "pixel_share_below_median is: 0.45\n", - "pixel_share_above_median is: 0.55\n", - "Sprawl index is: 0.44999999999999996\n", - "7166\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7167\n", - "pixel_share_below_median is: 0.8666666666666667\n", - "pixel_share_above_median is: 0.13333333333333333\n", - "Sprawl index is: 0.8666666666666667\n", - "7168\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7169\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "7170\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "7171\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7172\n", - "pixel_share_below_median is: 0.7307692307692307\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "7180\n", - "pixel_share_below_median is: 0.4722222222222222\n", - "pixel_share_above_median is: 0.5277777777777778\n", - "Sprawl index is: 0.4722222222222222\n", - "7181\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7182\n", - "pixel_share_below_median is: 0.47058823529411764\n", - "pixel_share_above_median is: 0.5294117647058824\n", - "Sprawl index is: 0.47058823529411764\n", - "7183\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7184\n", - "pixel_share_below_median is: 0.5161290322580645\n", - "pixel_share_above_median is: 0.4838709677419355\n", - "Sprawl index is: 0.5161290322580645\n", - "7185\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7186\n", - "pixel_share_below_median is: 0.3055555555555556\n", - "pixel_share_above_median is: 0.6944444444444444\n", - "Sprawl index is: 0.3055555555555556\n", - "7187\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7188\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "7189\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "7190\n", - "pixel_share_below_median is: 0.3125\n", - "pixel_share_above_median is: 0.6875\n", - "Sprawl index is: 0.3125\n", - "7191\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7212\n", - "pixel_share_below_median is: 0.5469387755102041\n", - "pixel_share_above_median is: 0.4530612244897959\n", - "Sprawl index is: 0.5469387755102041\n", - "7213\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7214\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7215\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7216\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7217\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7218\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "7219\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7220\n", - "pixel_share_below_median is: 0.78125\n", - "pixel_share_above_median is: 0.21875\n", - "Sprawl index is: 0.78125\n", - "7221\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "7222\n", - "pixel_share_below_median is: 0.8095238095238095\n", - "pixel_share_above_median is: 0.19047619047619047\n", - "Sprawl index is: 0.8095238095238095\n", - "7223\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7224\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7232\n", - "pixel_share_below_median is: 0.5333333333333333\n", - "pixel_share_above_median is: 0.4666666666666667\n", - "Sprawl index is: 0.5333333333333333\n", - "7233\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7234\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7235\n", - "pixel_share_below_median is: 0.8181818181818182\n", - "pixel_share_above_median is: 0.18181818181818182\n", - "Sprawl index is: 0.8181818181818182\n", - "7236\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7237\n", - "pixel_share_below_median is: 0.5925925925925926\n", - "pixel_share_above_median is: 0.4074074074074074\n", - "Sprawl index is: 0.5925925925925926\n", - "7238\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7239\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7240\n", - "pixel_share_below_median is: 0.2765957446808511\n", - "pixel_share_above_median is: 0.723404255319149\n", - "Sprawl index is: 0.276595744680851\n", - "7241\n", - "pixel_share_below_median is: 0.7222222222222222\n", - "pixel_share_above_median is: 0.2777777777777778\n", - "Sprawl index is: 0.7222222222222222\n", - "7242\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7243\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "7244\n", - "pixel_share_below_median is: 0.5217391304347826\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7258\n", - "pixel_share_below_median is: 0.8095238095238095\n", - "pixel_share_above_median is: 0.19047619047619047\n", - "Sprawl index is: 0.8095238095238095\n", - "7259\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7260\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7261\n", - "pixel_share_below_median is: 0.24242424242424243\n", - "pixel_share_above_median is: 0.7575757575757576\n", - "Sprawl index is: 0.24242424242424243\n", - "7262\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "7263\n", - "pixel_share_below_median is: 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"pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7277\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7278\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7279\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "7280\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7281\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7282\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7283\n", - 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"pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "7290\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "7291\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7292\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7293\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7294\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7295\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7296\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7297\n", - "pixel_share_below_median is: 0.37037037037037035\n", - "pixel_share_above_median is: 0.6296296296296297\n", - "Sprawl index is: 0.37037037037037035\n", - "7298\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7299\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7300\n", - "pixel_share_below_median is: 0.38235294117647056\n", - "pixel_share_above_median is: 0.6176470588235294\n", - "Sprawl index is: 0.38235294117647056\n", - "7301\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7302\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7303\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "7304\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7305\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7306\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "7307\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7308\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "7309\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 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"text": [ - "7323\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7324\n", - "pixel_share_below_median is: 0.4583333333333333\n", - "pixel_share_above_median is: 0.5416666666666666\n", - "Sprawl index is: 0.45833333333333337\n", - "7325\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "7326\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7327\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7328\n", - "pixel_share_below_median is: 0.44\n", - "pixel_share_above_median is: 0.56\n", - "Sprawl index is: 0.43999999999999995\n", - "7329\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.35\n", - "pixel_share_above_median is: 0.65\n", - "Sprawl index is: 0.35\n", - "7337\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7338\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "7339\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "7340\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "7341\n", - "pixel_share_below_median is: 0.3448275862068966\n", - "pixel_share_above_median is: 0.6551724137931034\n", - "Sprawl index is: 0.3448275862068966\n", - "7342\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index 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"Sprawl index is: 0.4\n", - "7357\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "7358\n", - "pixel_share_below_median is: 0.6818181818181818\n", - "pixel_share_above_median is: 0.3181818181818182\n", - "Sprawl index is: 0.6818181818181818\n", - "7359\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7360\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "7361\n", - "pixel_share_below_median is: 0.3898305084745763\n", - "pixel_share_above_median is: 0.6101694915254238\n", - "Sprawl index is: 0.38983050847457623\n", - "7362\n", - "pixel_share_below_median is: 0.96\n", - "pixel_share_above_median is: 0.04\n", - "Sprawl index is: 0.96\n", - "7363\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "7364\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7365\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7366\n", - "pixel_share_below_median is: 0.52\n", - "pixel_share_above_median is: 0.48\n", - "Sprawl index is: 0.52\n", - "7367\n", - "pixel_share_below_median is: 0.5483870967741935\n", - "pixel_share_above_median is: 0.45161290322580644\n", - "Sprawl index is: 0.5483870967741935\n", - "7368\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "7369\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7403\n", - "pixel_share_below_median is: 0.6363636363636364\n", - "pixel_share_above_median is: 0.36363636363636365\n", - "Sprawl index is: 0.6363636363636364\n", - "7404\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7405\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7406\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7407\n", - "pixel_share_below_median is: 0.9090909090909091\n", - "pixel_share_above_median is: 0.09090909090909091\n", - "Sprawl index is: 0.9090909090909091\n", - "7408\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "7409\n", - "pixel_share_below_median 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is: 0.6981132075471698\n", - "Sprawl index is: 0.30188679245283023\n", - "7423\n", - "pixel_share_below_median is: 0.6153846153846154\n", - "pixel_share_above_median is: 0.38461538461538464\n", - "Sprawl index is: 0.6153846153846154\n", - "7424\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7425\n", - "pixel_share_below_median is: 0.6956521739130435\n", - "pixel_share_above_median is: 0.30434782608695654\n", - "Sprawl index is: 0.6956521739130435\n", - "7426\n", - "pixel_share_below_median is: 0.47058823529411764\n", - "pixel_share_above_median is: 0.5294117647058824\n", - "Sprawl index is: 0.47058823529411764\n", - "7427\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7428\n", - "pixel_share_below_median is: 0.6190476190476191\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7436\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "7437\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "7438\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7439\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "7440\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7441\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7442\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "7443\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7444\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7445\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "7446\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "7447\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7448\n", - "pixel_share_below_median is: 0.47368421052631576\n", - "pixel_share_above_median is: 0.5263157894736842\n", - "Sprawl index is: 0.4736842105263158\n", - "7449\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 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- "Sprawl index is: 0.5\n", - "7457\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7458\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7459\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7460\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "7461\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7462\n", - "pixel_share_below_median is: 0.5789473684210527\n", - "pixel_share_above_median is: 0.42105263157894735\n", - "Sprawl index is: 0.5789473684210527\n", - "7463\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.4186046511627907\n", - "pixel_share_above_median is: 0.5813953488372093\n", - "Sprawl index is: 0.41860465116279066\n", - "7464\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "7465\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "7466\n", - "pixel_share_below_median is: 0.5238095238095238\n", - "pixel_share_above_median is: 0.47619047619047616\n", - "Sprawl index is: 0.5238095238095238\n", - "7467\n", - "pixel_share_below_median is: 0.5238095238095238\n", - "pixel_share_above_median is: 0.47619047619047616\n", - "Sprawl index is: 0.5238095238095238\n", - "7468\n", - "pixel_share_below_median is: 0.2926829268292683\n", - "pixel_share_above_median is: 0.7073170731707317\n", - "Sprawl index is: 0.29268292682926833\n", - "7469\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7470\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7471\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7472\n", - "pixel_share_below_median is: 0.3446327683615819\n", - "pixel_share_above_median is: 0.655367231638418\n", - "Sprawl index is: 0.34463276836158196\n", - "7473\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7474\n", - "pixel_share_below_median is: 0.35714285714285715\n", - "pixel_share_above_median is: 0.6428571428571429\n", - "Sprawl index is: 0.3571428571428571\n", - "7475\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7476\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "7477\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "7478\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7479\n", - "pixel_share_below_median is: 0.53125\n", - "pixel_share_above_median is: 0.46875\n", - "Sprawl index is: 0.53125\n", - "7480\n", - "pixel_share_below_median is: 0.20512820512820512\n", - "pixel_share_above_median is: 0.7948717948717948\n", - "Sprawl index is: 0.20512820512820518\n", - "7481\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "7482\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 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"pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "7503\n", - "pixel_share_below_median is: 0.6875\n", - "pixel_share_above_median is: 0.3125\n", - "Sprawl index is: 0.6875\n", - "7504\n", - "pixel_share_below_median is: 0.37037037037037035\n", - "pixel_share_above_median is: 0.6296296296296297\n", - "Sprawl index is: 0.37037037037037035\n", - "7505\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7506\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "7507\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7508\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 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"pixel_share_above_median is: 0.6610878661087866\n", - "Sprawl index is: 0.33891213389121344\n", - "7516\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7517\n", - "pixel_share_below_median is: 0.5609756097560976\n", - "pixel_share_above_median is: 0.43902439024390244\n", - "Sprawl index is: 0.5609756097560976\n", - "7518\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7519\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "7520\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7521\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7522\n", - "pixel_share_below_median 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"pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7530\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7531\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7532\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7533\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7534\n", - "pixel_share_below_median is: 0.35\n", - "pixel_share_above_median is: 0.65\n", - "Sprawl index is: 0.35\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7535\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7536\n", - "pixel_share_below_median is: 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"Sprawl index is: 0.19999999999999996\n", - "7550\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7551\n", - "pixel_share_below_median is: 0.2896174863387978\n", - "pixel_share_above_median is: 0.7103825136612022\n", - "Sprawl index is: 0.2896174863387978\n", - "7552\n", - "pixel_share_below_median is: 0.49122807017543857\n", - "pixel_share_above_median is: 0.5087719298245614\n", - "Sprawl index is: 0.49122807017543857\n", - "7553\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "7554\n", - "pixel_share_below_median is: 0.4838709677419355\n", - "pixel_share_above_median is: 0.5161290322580645\n", - "Sprawl index is: 0.4838709677419355\n", - "7555\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "7556\n", - "pixel_share_below_median is: 0.328125\n", - "pixel_share_above_median is: 0.671875\n", - "Sprawl index is: 0.328125\n", - "7557\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7558\n", - "pixel_share_below_median is: 0.4838709677419355\n", - "pixel_share_above_median is: 0.5161290322580645\n", - "Sprawl index is: 0.4838709677419355\n", - "7559\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "7560\n", - "pixel_share_below_median is: 0.631578947368421\n", - "pixel_share_above_median is: 0.3684210526315789\n", - "Sprawl index is: 0.631578947368421\n", - "7561\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7562\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index 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"pixel_share_below_median is: 0.5357142857142857\n", - "pixel_share_above_median is: 0.4642857142857143\n", - "Sprawl index is: 0.5357142857142857\n", - "7570\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7571\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7572\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7573\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7574\n", - "pixel_share_below_median is: 0.24324324324324326\n", - "pixel_share_above_median is: 0.7567567567567568\n", - "Sprawl index is: 0.2432432432432432\n", - "7575\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7583\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "7584\n", - "pixel_share_below_median is: 0.41509433962264153\n", - "pixel_share_above_median is: 0.5849056603773585\n", - "Sprawl index is: 0.41509433962264153\n", - "7585\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7586\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7587\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7588\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7589\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7590\n", - "pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "7591\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7592\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7593\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "7594\n", - "pixel_share_below_median is: 0.24675324675324675\n", - "pixel_share_above_median is: 0.7532467532467533\n", - "Sprawl index is: 0.24675324675324672\n", - "7595\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7596\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7597\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "7598\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7599\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7600\n", - "pixel_share_below_median is: 0.2727272727272727\n", - "pixel_share_above_median is: 0.7272727272727273\n", - "Sprawl index is: 0.2727272727272727\n", - "7601\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7602\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7603\n", - "pixel_share_below_median is: 0.8461538461538461\n", - "pixel_share_above_median is: 0.15384615384615385\n", - "Sprawl index is: 0.8461538461538461\n", - "7604\n", - "pixel_share_below_median is: 0.5636363636363636\n", - "pixel_share_above_median is: 0.43636363636363634\n", - "Sprawl index is: 0.5636363636363636\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7605\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "7606\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7607\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7608\n", - "pixel_share_below_median is: 0.5365853658536586\n", - "pixel_share_above_median is: 0.4634146341463415\n", - "Sprawl index is: 0.5365853658536586\n", - "7609\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7610\n", - "pixel_share_below_median is: 0.42105263157894735\n", - "pixel_share_above_median is: 0.5789473684210527\n", - "Sprawl index is: 0.42105263157894735\n", - "7611\n", - "pixel_share_below_median is: 0.4838709677419355\n", - "pixel_share_above_median is: 0.5161290322580645\n", - "Sprawl index is: 0.4838709677419355\n", - "7612\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "7613\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7614\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7615\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7616\n", - "pixel_share_below_median is: 0.3125\n", - "pixel_share_above_median is: 0.6875\n", - "Sprawl index is: 0.3125\n", - "7617\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7618\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7619\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7620\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7621\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7622\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7623\n", - "pixel_share_below_median is: 0.7619047619047619\n", - "pixel_share_above_median is: 0.23809523809523808\n", - "Sprawl index is: 0.7619047619047619\n", - "7624\n", - "pixel_share_below_median is: 0.7647058823529411\n", - "pixel_share_above_median is: 0.23529411764705882\n", - "Sprawl index is: 0.7647058823529411\n", - "7625\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "7626\n", - "pixel_share_below_median is: 0.23076923076923078\n", - "pixel_share_above_median is: 0.7692307692307693\n", - "Sprawl index is: 0.23076923076923073\n", - "7627\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7628\n", - "pixel_share_below_median is: 0.5789473684210527\n", - "pixel_share_above_median is: 0.42105263157894735\n", - "Sprawl index is: 0.5789473684210527\n", - "7629\n", - 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"pixel_share_below_median is: 0.7692307692307693\n", - "pixel_share_above_median is: 0.23076923076923078\n", - "Sprawl index is: 0.7692307692307693\n", - "7637\n", - "pixel_share_below_median is: 0.48148148148148145\n", - "pixel_share_above_median is: 0.5185185185185185\n", - "Sprawl index is: 0.4814814814814815\n", - "7638\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7639\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7640\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7641\n", - "pixel_share_below_median is: 0.6470588235294118\n", - "pixel_share_above_median is: 0.35294117647058826\n", - "Sprawl index is: 0.6470588235294118\n", - "7642\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n", - "7643\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "7644\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7645\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "7646\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "7647\n", - "pixel_share_below_median is: 0.68\n", - "pixel_share_above_median is: 0.32\n", - "Sprawl index is: 0.68\n", - "7648\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7649\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7650\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7651\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7652\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7653\n", - "pixel_share_below_median is: 0.6086956521739131\n", - "pixel_share_above_median is: 0.391304347826087\n", - "Sprawl index is: 0.6086956521739131\n", - "7654\n", - "pixel_share_below_median is: 0.45\n", - "pixel_share_above_median is: 0.55\n", - "Sprawl index is: 0.44999999999999996\n", - "7655\n", - "pixel_share_below_median is: 0.46153846153846156\n", - "pixel_share_above_median is: 0.5384615384615384\n", - "Sprawl index is: 0.46153846153846156\n", - "7656\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7657\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "7658\n", - "pixel_share_below_median is: 0.5925925925925926\n", - "pixel_share_above_median is: 0.4074074074074074\n", - "Sprawl index is: 0.5925925925925926\n", - "7659\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "7660\n", - "pixel_share_below_median is: 0.52\n", - "pixel_share_above_median is: 0.48\n", - "Sprawl index is: 0.52\n", - "7661\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7662\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7663\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "7664\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "7665\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "7666\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7667\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7668\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7669\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7670\n", - "pixel_share_below_median is: 0.25\n", - "pixel_share_above_median is: 0.75\n", - "Sprawl index is: 0.25\n", - "7671\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7672\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7673\n", - "pixel_share_below_median is: 0.9166666666666666\n", - "pixel_share_above_median is: 0.08333333333333333\n", - "Sprawl index is: 0.9166666666666666\n", - "7674\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7675\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7676\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7677\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7678\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7679\n", - "pixel_share_below_median is: 0.2483221476510067\n", - "pixel_share_above_median is: 0.7516778523489933\n", - "Sprawl index is: 0.24832214765100669\n", - "7680\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7681\n", - "pixel_share_below_median is: 0.2550335570469799\n", - "pixel_share_above_median is: 0.7449664429530202\n", - "Sprawl index is: 0.25503355704697983\n", - "7682\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7683\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7684\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7685\n", - "pixel_share_below_median is: 0.3684210526315789\n", - "pixel_share_above_median is: 0.631578947368421\n", - "Sprawl index is: 0.368421052631579\n", - "7686\n", - "pixel_share_below_median is: 0.5294117647058824\n", - "pixel_share_above_median is: 0.47058823529411764\n", - "Sprawl index is: 0.5294117647058824\n", - "7687\n", - "pixel_share_below_median is: 0.3783783783783784\n", - "pixel_share_above_median is: 0.6216216216216216\n", - "Sprawl index is: 0.3783783783783784\n", - "7688\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7689\n", - "pixel_share_below_median is: 0.5263157894736842\n", - "pixel_share_above_median is: 0.47368421052631576\n", - "Sprawl index is: 0.5263157894736842\n", - "7690\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "7691\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7692\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7693\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7694\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7695\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "7696\n", - "pixel_share_below_median is: 0.2674897119341564\n", - "pixel_share_above_median is: 0.7325102880658436\n", - "Sprawl index is: 0.2674897119341564\n", - "7697\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "7698\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7699\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7700\n", - "pixel_share_below_median is: 0.4375\n", - "pixel_share_above_median is: 0.5625\n", - "Sprawl index is: 0.4375\n", - "7701\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7702\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7703\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7704\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "7705\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7706\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7707\n", - "pixel_share_below_median is: 0.6875\n", - "pixel_share_above_median is: 0.3125\n", - "Sprawl index is: 0.6875\n", - "7708\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7709\n", - "pixel_share_below_median is: 0.287292817679558\n", - "pixel_share_above_median is: 0.712707182320442\n", - "Sprawl index is: 0.28729281767955805\n", - "7710\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "7711\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7712\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7713\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7714\n", - "pixel_share_below_median is: 0.5238095238095238\n", - "pixel_share_above_median is: 0.47619047619047616\n", - "Sprawl index is: 0.5238095238095238\n", - "7715\n", - "pixel_share_below_median is: 0.359375\n", - "pixel_share_above_median is: 0.640625\n", - "Sprawl index is: 0.359375\n", - "7716\n", - "pixel_share_below_median is: 0.8214285714285714\n", - "pixel_share_above_median is: 0.17857142857142858\n", - "Sprawl index is: 0.8214285714285714\n", - "7717\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "7718\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7719\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7720\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "7721\n", - "pixel_share_below_median is: 0.3\n", - "pixel_share_above_median is: 0.7\n", - "Sprawl index is: 0.30000000000000004\n", - "7722\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "7723\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7724\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7725\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "7726\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7727\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7728\n", - "pixel_share_below_median is: 0.9\n", - "pixel_share_above_median is: 0.1\n", - "Sprawl index is: 0.9\n", - "7729\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "7730\n", - "pixel_share_below_median is: 0.6111111111111112\n", - "pixel_share_above_median is: 0.3888888888888889\n", - "Sprawl index is: 0.6111111111111112\n", - "7731\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7732\n", - "pixel_share_below_median is: 0.34782608695652173\n", - "pixel_share_above_median is: 0.6521739130434783\n", - "Sprawl index is: 0.34782608695652173\n", - "7733\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "7734\n", - "pixel_share_below_median is: 0.38461538461538464\n", - "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "7735\n", - "pixel_share_below_median is: 0.7727272727272727\n", - "pixel_share_above_median is: 0.22727272727272727\n", - "Sprawl index is: 0.7727272727272727\n", - "7736\n", - "pixel_share_below_median is: 0.45\n", - "pixel_share_above_median is: 0.55\n", - "Sprawl index is: 0.44999999999999996\n", - "7737\n", - "pixel_share_below_median is: 0.4176470588235294\n", - "pixel_share_above_median is: 0.5823529411764706\n", - "Sprawl index is: 0.41764705882352937\n", - "7738\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7739\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7740\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7741\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7742\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7743\n", - "pixel_share_below_median is: 0.0\n", - "pixel_share_above_median is: 1.0\n", - "Sprawl index is: 0.0\n", - "7744\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7745\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "7746\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7747\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "7748\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7749\n", - "pixel_share_below_median is: 0.22105263157894736\n", - "pixel_share_above_median is: 0.7789473684210526\n", - "Sprawl index is: 0.2210526315789474\n", - "7750\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7751\n", - "pixel_share_below_median is: 0.28440366972477066\n", - "pixel_share_above_median is: 0.7155963302752294\n", - "Sprawl index is: 0.2844036697247706\n", - "7752\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7753\n", - "pixel_share_below_median is: 0.5454545454545454\n", - "pixel_share_above_median is: 0.45454545454545453\n", - "Sprawl index is: 0.5454545454545454\n", - "7754\n", - "pixel_share_below_median is: 0.2\n", - "pixel_share_above_median is: 0.8\n", - "Sprawl index is: 0.19999999999999996\n", - "7755\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7756\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7757\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7758\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "7759\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "7760\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "7761\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7762\n", - "pixel_share_below_median is: 0.14285714285714285\n", - "pixel_share_above_median is: 0.8571428571428571\n", - "Sprawl index is: 0.1428571428571429\n", - "7763\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7764\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "7765\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index 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0.328125\n", - "7780\n", - "pixel_share_below_median is: 0.5238095238095238\n", - "pixel_share_above_median is: 0.47619047619047616\n", - "Sprawl index is: 0.5238095238095238\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7781\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7782\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7783\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "7784\n", - "pixel_share_below_median is: 0.875\n", - "pixel_share_above_median is: 0.125\n", - "Sprawl index is: 0.875\n", - "7785\n", - "pixel_share_below_median is: 0.5666666666666667\n", - "pixel_share_above_median is: 0.43333333333333335\n", - "Sprawl index is: 0.5666666666666667\n", - "7786\n", - "pixel_share_below_median is: 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"pixel_share_above_median is: 0.8333333333333334\n", - "Sprawl index is: 0.16666666666666663\n", - "7807\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "7808\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7809\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7810\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7811\n", - "pixel_share_below_median is: 0.4074074074074074\n", - "pixel_share_above_median is: 0.5925925925925926\n", - "Sprawl index is: 0.40740740740740744\n", - "7812\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 0.1111111111111111\n", - "Sprawl index is: 0.8888888888888888\n", - "7813\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7814\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "7815\n", - "pixel_share_below_median is: 0.6944444444444444\n", - "pixel_share_above_median is: 0.3055555555555556\n", - "Sprawl index is: 0.6944444444444444\n", - "7816\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "7817\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7818\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7819\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 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- "pixel_share_above_median is: 0.6153846153846154\n", - "Sprawl index is: 0.3846153846153846\n", - "7845\n", - "pixel_share_below_median is: 0.4444444444444444\n", - "pixel_share_above_median is: 0.5555555555555556\n", - "Sprawl index is: 0.4444444444444444\n", - "7846\n", - "pixel_share_below_median is: 0.8235294117647058\n", - "pixel_share_above_median is: 0.17647058823529413\n", - "Sprawl index is: 0.8235294117647058\n", - "7847\n", - "pixel_share_below_median is: 0.631578947368421\n", - "pixel_share_above_median is: 0.3684210526315789\n", - "Sprawl index is: 0.631578947368421\n", - "7848\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "7849\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7850\n", - "pixel_share_below_median is: 0.3548387096774194\n", - "pixel_share_above_median is: 0.6451612903225806\n", - "Sprawl index is: 0.3548387096774194\n", - "7851\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "pixel_share_below_median is: 0.3783783783783784\n", - "pixel_share_above_median is: 0.6216216216216216\n", - "Sprawl index is: 0.3783783783783784\n", - "7852\n", - "pixel_share_below_median is: 0.36363636363636365\n", - "pixel_share_above_median is: 0.6363636363636364\n", - "Sprawl index is: 0.36363636363636365\n", - "7853\n", - "pixel_share_below_median is: 0.7272727272727273\n", - "pixel_share_above_median is: 0.2727272727272727\n", - "Sprawl index is: 0.7272727272727273\n", - "7854\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7855\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7856\n", - "pixel_share_below_median is: 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"pixel_share_above_median is: 0.1875\n", - "Sprawl index is: 0.8125\n", - "7864\n", - "pixel_share_below_median is: 0.24489795918367346\n", - "pixel_share_above_median is: 0.7551020408163265\n", - "Sprawl index is: 0.24489795918367352\n", - "7865\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7866\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7867\n", - "pixel_share_below_median is: 0.38636363636363635\n", - "pixel_share_above_median is: 0.6136363636363636\n", - "Sprawl index is: 0.38636363636363635\n", - "7868\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7869\n", - "pixel_share_below_median is: 0.22857142857142856\n", - "pixel_share_above_median is: 0.7714285714285715\n", - "Sprawl index is: 0.22857142857142854\n", - "7870\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7871\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7872\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7873\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "7874\n", - "pixel_share_below_median is: 0.65\n", - "pixel_share_above_median is: 0.35\n", - "Sprawl index is: 0.65\n", - "7875\n", - "pixel_share_below_median is: 0.65\n", - "pixel_share_above_median is: 0.35\n", - "Sprawl index is: 0.65\n", - "7876\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "7877\n", - "pixel_share_below_median is: 0.5555555555555556\n", - "pixel_share_above_median is: 0.4444444444444444\n", - "Sprawl index is: 0.5555555555555556\n", - "7878\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "7879\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7880\n", - "pixel_share_below_median is: 0.5833333333333334\n", - "pixel_share_above_median is: 0.4166666666666667\n", - "Sprawl index is: 0.5833333333333334\n", - "7881\n", - "pixel_share_below_median is: 0.6428571428571429\n", - "pixel_share_above_median is: 0.35714285714285715\n", - "Sprawl index is: 0.6428571428571429\n", - "7882\n", - "pixel_share_below_median is: 0.5384615384615384\n", - "pixel_share_above_median is: 0.46153846153846156\n", - "Sprawl index is: 0.5384615384615384\n", - "7883\n", - "pixel_share_below_median is: 0.3669724770642202\n", - "pixel_share_above_median is: 0.6330275229357798\n", - "Sprawl index is: 0.3669724770642202\n", - "7884\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7885\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7886\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7887\n", - "pixel_share_below_median is: 0.7222222222222222\n", - "pixel_share_above_median is: 0.2777777777777778\n", - "Sprawl index is: 0.7222222222222222\n", - "7888\n", - "pixel_share_below_median is: 0.5609756097560976\n", - "pixel_share_above_median is: 0.43902439024390244\n", - "Sprawl index is: 0.5609756097560976\n", - "7889\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7890\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7891\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "7892\n", - "pixel_share_below_median is: 0.4186046511627907\n", - "pixel_share_above_median is: 0.5813953488372093\n", - "Sprawl index is: 0.41860465116279066\n", - "7893\n", - "pixel_share_below_median is: 0.4470588235294118\n", - "pixel_share_above_median is: 0.5529411764705883\n", - "Sprawl index is: 0.44705882352941173\n", - "7894\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7895\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7896\n", - "pixel_share_below_median is: 0.8333333333333334\n", - "pixel_share_above_median is: 0.16666666666666666\n", - "Sprawl index is: 0.8333333333333334\n", - "7897\n", - "pixel_share_below_median is: 0.4782608695652174\n", - "pixel_share_above_median is: 0.5217391304347826\n", - "Sprawl index is: 0.4782608695652174\n", - "7898\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7899\n", - "pixel_share_below_median is: 0.48484848484848486\n", - "pixel_share_above_median is: 0.5151515151515151\n", - "Sprawl index is: 0.48484848484848486\n", - "7900\n", - "pixel_share_below_median is: 0.9333333333333333\n", - "pixel_share_above_median is: 0.06666666666666667\n", - "Sprawl index is: 0.9333333333333333\n", - "7901\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7902\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 0.5833333333333334\n", - "Sprawl index is: 0.41666666666666663\n", - "7903\n", - "pixel_share_below_median is: 0.6538461538461539\n", - "pixel_share_above_median is: 0.34615384615384615\n", - "Sprawl index is: 0.6538461538461539\n", - "7904\n", - "pixel_share_below_median is: 0.6451612903225806\n", - "pixel_share_above_median is: 0.3548387096774194\n", - "Sprawl index is: 0.6451612903225806\n", - "7905\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7906\n", - "pixel_share_below_median is: 0.3125\n", - "pixel_share_above_median is: 0.6875\n", - "Sprawl index is: 0.3125\n", - "7907\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "7908\n", - "pixel_share_below_median is: 0.6296296296296297\n", - "pixel_share_above_median is: 0.37037037037037035\n", - "Sprawl index is: 0.6296296296296297\n", - "7909\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7910\n", - "pixel_share_below_median is: 0.6875\n", - "pixel_share_above_median is: 0.3125\n", - "Sprawl index is: 0.6875\n", - "7911\n", - "pixel_share_below_median is: 0.6041666666666666\n", - "pixel_share_above_median is: 0.3958333333333333\n", - "Sprawl index is: 0.6041666666666666\n", - "7912\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7913\n", - "pixel_share_below_median is: 0.8823529411764706\n", - "pixel_share_above_median is: 0.11764705882352941\n", - "Sprawl index is: 0.8823529411764706\n", - "7914\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7915\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7916\n", - "pixel_share_below_median is: 0.6470588235294118\n", - "pixel_share_above_median is: 0.35294117647058826\n", - "Sprawl index is: 0.6470588235294118\n", - "7917\n", - "pixel_share_below_median is: 0.6470588235294118\n", - "pixel_share_above_median is: 0.35294117647058826\n", - "Sprawl index is: 0.6470588235294118\n", - "7918\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7919\n", - "pixel_share_below_median is: 0.26666666666666666\n", - "pixel_share_above_median is: 0.7333333333333333\n", - "Sprawl index is: 0.2666666666666667\n", - "7920\n", - "pixel_share_below_median is: 0.3855421686746988\n", - "pixel_share_above_median is: 0.6144578313253012\n", - "Sprawl index is: 0.3855421686746988\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "7921\n", - "pixel_share_below_median is: 1.0\n", - "pixel_share_above_median is: 0.0\n", - "Sprawl index is: 1.0\n", - "7922\n", - "pixel_share_below_median is: 0.7\n", - "pixel_share_above_median is: 0.3\n", - "Sprawl index is: 0.7\n", - "7923\n", - "pixel_share_below_median is: 0.3333333333333333\n", - "pixel_share_above_median is: 0.6666666666666666\n", - "Sprawl index is: 0.33333333333333337\n", - "7924\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "7925\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7926\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7927\n", - "pixel_share_below_median is: 0.6\n", - "pixel_share_above_median is: 0.4\n", - "Sprawl index is: 0.6\n", - "7928\n", - "pixel_share_below_median is: 0.4\n", - "pixel_share_above_median is: 0.6\n", - "Sprawl index is: 0.4\n", - "7929\n", - "pixel_share_below_median is: 0.8571428571428571\n", - "pixel_share_above_median is: 0.14285714285714285\n", - "Sprawl index is: 0.8571428571428571\n", - "7930\n", - "pixel_share_below_median is: 0.8888888888888888\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7938\n", - "pixel_share_below_median is: 0.8\n", - "pixel_share_above_median is: 0.2\n", - "Sprawl index is: 0.8\n", - "7939\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7940\n", - "pixel_share_below_median is: 0.40441176470588236\n", - "pixel_share_above_median is: 0.5955882352941176\n", - "Sprawl index is: 0.40441176470588236\n", - "7941\n", - "pixel_share_below_median is: 0.75\n", - "pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7942\n", - "pixel_share_below_median is: 0.42857142857142855\n", - "pixel_share_above_median is: 0.5714285714285714\n", - "Sprawl index is: 0.4285714285714286\n", - "7943\n", - "pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7944\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7945\n", - "pixel_share_below_median is: 0.9285714285714286\n", - "pixel_share_above_median is: 0.07142857142857142\n", - "Sprawl index is: 0.9285714285714286\n", - "7946\n", - "pixel_share_below_median is: 0.7333333333333333\n", - "pixel_share_above_median is: 0.26666666666666666\n", - "Sprawl index is: 0.7333333333333333\n", - "7947\n", - "pixel_share_below_median is: 0.8275862068965517\n", - "pixel_share_above_median is: 0.1724137931034483\n", - "Sprawl index is: 0.8275862068965517\n", - "7948\n", - "pixel_share_below_median is: 0.5238095238095238\n", - "pixel_share_above_median is: 0.47619047619047616\n", - "Sprawl index is: 0.5238095238095238\n", - "7949\n", - "pixel_share_below_median is: 0.625\n", - "pixel_share_above_median is: 0.375\n", - "Sprawl index is: 0.625\n", - "7950\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 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"pixel_share_below_median is: 0.5714285714285714\n", - "pixel_share_above_median is: 0.42857142857142855\n", - "Sprawl index is: 0.5714285714285714\n", - "7958\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7959\n", - "pixel_share_below_median is: 0.55\n", - "pixel_share_above_median is: 0.45\n", - "Sprawl index is: 0.55\n", - "7960\n", - "pixel_share_below_median is: 0.35\n", - "pixel_share_above_median is: 0.65\n", - "Sprawl index is: 0.35\n", - "7961\n", - "pixel_share_below_median is: 0.7777777777777778\n", - "pixel_share_above_median is: 0.2222222222222222\n", - "Sprawl index is: 0.7777777777777778\n", - "7962\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7963\n", - "pixel_share_below_median is: 0.4166666666666667\n", - "pixel_share_above_median is: 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"pixel_share_above_median is: 0.25\n", - "Sprawl index is: 0.75\n", - "7984\n", - "pixel_share_below_median is: 0.375\n", - "pixel_share_above_median is: 0.625\n", - "Sprawl index is: 0.375\n", - "7985\n", - "pixel_share_below_median is: 0.6136363636363636\n", - "pixel_share_above_median is: 0.38636363636363635\n", - "Sprawl index is: 0.6136363636363636\n", - "7986\n", - "pixel_share_below_median is: 0.6666666666666666\n", - "pixel_share_above_median is: 0.3333333333333333\n", - "Sprawl index is: 0.6666666666666666\n", - "7987\n", - "pixel_share_below_median is: 0.2857142857142857\n", - "pixel_share_above_median is: 0.7142857142857143\n", - "Sprawl index is: 0.2857142857142857\n", - "7988\n", - "pixel_share_below_median is: 0.5\n", - "pixel_share_above_median is: 0.5\n", - "Sprawl index is: 0.5\n", - "7989\n", - "pixel_share_below_median is: 0.45454545454545453\n", - "pixel_share_above_median is: 0.5454545454545454\n", - "Sprawl index is: 0.4545454545454546\n" - ] - }, - { - "name": 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is: 0.33333333333333337\n", - "7997\n", - "pixel_share_below_median is: 0.7142857142857143\n", - "pixel_share_above_median is: 0.2857142857142857\n", - "Sprawl index is: 0.7142857142857143\n", - "Wall time: 1min 5s\n" - ] - } - ], + "outputs": [], "source": [ "%%time\n", "\n", @@ -77254,7 +288,7 @@ "\n", " d = gpd.GeoDataFrame({\"col\": col, \"row\": row, \"val\": val})\n", "\n", - " # exlude pixels with value less than 77\n", + " # exclude pixels with value less than 77\n", " d = d[d.val > 77]\n", " d_count = len(d)\n", " # print(f\"d_count is {d_count}\")\n", @@ -77288,7 +322,7 @@ " # print(\"print metrics_scalar\")\n", " # print(metrics_scalar)\n", "\n", - " # and concatinate it with the row's shape\n", + " # and concatenate it with the row's shape\n", " new_temp_gdf = pd.concat([temp_gdf.reset_index(drop=True), metrics_df], axis=1)\n", "\n", " # print(\"print new_temp_gdf\")\n", @@ -77306,198 +340,16 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": null, 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"new_temp_gdf\n", - "1\n", - "9015697.47160323\n", - "{'n': 494, 'm': 1204, 'k_avg': 4.874493927125506, 'intersection_count': 352, 'streets_per_node_avg': 2.5384615384615383, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 299, 4: 50, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2874493927125506, 2: 0.0, 3: 0.6052631578947368, 4: 0.10121457489878542, 5: 0.006072874493927126}, 'edge_length_total': 134691.71499999994, 'edge_length_avg': 111.8701951827242, 'street_length_total': 67828.47, 'street_length_avg': 111.7437726523888, 'street_segments_count': 607, 'node_density_km': 54.793320378811885, 'intersection_density_km': 39.04301371121819, 'edge_density_km': 14939.688850944574, 'street_density_km': 7523.374671082249, 'circuity_avg': 1.0808091411213767, 'self_loop_proportion': 0.0049833887043189366, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0808091411213767\n", - "2\n", - "10016787.885128956\n", - "{'n': 977, 'm': 2599, 'k_avg': 5.320368474923234, 'intersection_count': 762, 'streets_per_node_avg': 2.7246673490276354, 'streets_per_node_counts': {0: 0, 1: 215, 2: 0, 3: 604, 4: 155, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22006141248720573, 2: 0.0, 3: 0.6182190378710338, 4: 0.1586489252814739, 5: 0.0030706243602865915}, 'edge_length_total': 191778.9249999997, 'edge_length_avg': 73.78950557906876, 'street_length_total': 96206.3960000001, 'street_length_avg': 73.21643531202443, 'street_segments_count': 1314, 'node_density_km': 97.53625725173497, 'intersection_density_km': 76.0722907122027, 'edge_density_km': 19145.750833430047, 'street_density_km': 9604.515649455778, 'circuity_avg': 1.060201621291059, 'self_loop_proportion': 0.0030781069642170067, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060201621291059\n", - "3\n", - "8013551.360373046\n", - "{'n': 654, 'm': 1765, 'k_avg': 5.397553516819572, 'intersection_count': 528, 'streets_per_node_avg': 2.7813455657492354, 'streets_per_node_counts': {0: 0, 1: 126, 2: 0, 3: 421, 4: 106, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1926605504587156, 2: 0.0, 3: 0.6437308868501529, 4: 0.1620795107033639, 5: 0.0, 6: 0.0015290519877675841}, 'edge_length_total': 148155.7399999997, 'edge_length_avg': 83.94092917847009, 'street_length_total': 74693.27600000009, 'street_length_avg': 83.83083726150403, 'street_segments_count': 891, 'node_density_km': 81.61175621011493, 'intersection_density_km': 65.8883903347717, 'edge_density_km': 18488.150052001758, 'street_density_km': 9320.870690285683, 'circuity_avg': 1.0876953752072025, 'self_loop_proportion': 0.006798866855524079, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0876953752072025\n", - "4\n", - "56102396.179213196\n", - "{'n': 7453, 'm': 20818, 'k_avg': 5.586475244867838, 'intersection_count': 6206, 'streets_per_node_avg': 2.8749496846907285, 'streets_per_node_counts': {0: 0, 1: 1247, 2: 1, 3: 4695, 4: 1461, 5: 45, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16731517509727625, 2: 0.0001341741580571582, 3: 0.6299476720783577, 4: 0.19602844492150812, 5: 0.006037837112572118, 6: 0.0005366966322286328}, 'edge_length_total': 1272119.3300000003, 'edge_length_avg': 61.1067023729465, 'street_length_total': 650586.1080000037, 'street_length_avg': 61.27200113015669, 'street_segments_count': 10618, 'node_density_km': 132.84637569119465, 'intersection_density_km': 110.61916108138388, 'edge_density_km': 22674.955378667768, 'street_density_km': 11596.405007760719, 'circuity_avg': 1.07594737857597, 'self_loop_proportion': 0.004227111153809204, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07594737857597\n", - "5\n", - "46087702.130206555\n", - "{'n': 6334, 'm': 16828, 'k_avg': 5.3135459425323655, 'intersection_count': 4917, 'streets_per_node_avg': 2.741079886327755, 'streets_per_node_counts': {0: 0, 1: 1417, 2: 1, 3: 3750, 4: 1140, 5: 23, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22371329333754342, 2: 0.00015787811809283233, 3: 0.5920429428481212, 4: 0.17998105462582886, 5: 0.0036311967161351435, 6: 0.000473634354278497}, 'edge_length_total': 1148615.7650000008, 'edge_length_avg': 68.25622563584507, 'street_length_total': 586766.4539999987, 'street_length_avg': 67.99147786790252, 'street_segments_count': 8630, 'node_density_km': 137.43362561459975, 'intersection_density_km': 106.68789661303869, 'edge_density_km': 24922.39169909018, 'street_density_km': 12731.518970988649, 'circuity_avg': 1.0696246725754022, 'self_loop_proportion': 0.004159733777038269, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0696246725754022\n", - "6\n", - "11027077.990067443\n", - "{'n': 1226, 'm': 3248, 'k_avg': 5.298531810766721, 'intersection_count': 938, 'streets_per_node_avg': 2.6851549755301796, 'streets_per_node_counts': {0: 0, 1: 288, 2: 0, 3: 750, 4: 186, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23491027732463296, 2: 0.0, 3: 0.6117455138662317, 4: 0.15171288743882544, 5: 0.0016313213703099511}, 'edge_length_total': 230428.1690000004, 'edge_length_avg': 70.94463331280801, 'street_length_total': 115315.8850000001, 'street_length_avg': 70.91997847478481, 'street_segments_count': 1626, 'node_density_km': 111.18085871019595, 'intersection_density_km': 85.063332357393, 'edge_density_km': 20896.575612102937, 'street_density_km': 10457.51967147326, 'circuity_avg': 1.0923654270277021, 'self_loop_proportion': 0.009236453201970444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0923654270277021\n", - "7\n", - "9014321.89573793\n", - "{'n': 642, 'm': 1619, 'k_avg': 5.043613707165109, 'intersection_count': 477, 'streets_per_node_avg': 2.6370716510903427, 'streets_per_node_counts': {0: 0, 1: 165, 2: 0, 3: 381, 4: 95, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2570093457943925, 2: 0.0, 3: 0.5934579439252337, 4: 0.14797507788161993, 5: 0.001557632398753894}, 'edge_length_total': 142303.87300000034, 'edge_length_avg': 87.89615379864135, 'street_length_total': 73104.90600000013, 'street_length_avg': 87.97220938628175, 'street_segments_count': 831, 'node_density_km': 71.21999939934969, 'intersection_density_km': 52.91579394624579, 'edge_density_km': 15786.420170693393, 'street_density_km': 8109.861933659696, 'circuity_avg': 1.086536996717092, 'self_loop_proportion': 0.004941321803582459, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.086536996717092\n", - "8\n", - "8017618.026092364\n", - "{'n': 745, 'm': 2017, 'k_avg': 5.414765100671141, 'intersection_count': 588, 'streets_per_node_avg': 2.808053691275168, 'streets_per_node_counts': {0: 0, 1: 157, 2: 0, 3: 420, 4: 165, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21073825503355706, 2: 0.0, 3: 0.5637583892617449, 4: 0.2214765100671141, 5: 0.004026845637583893}, 'edge_length_total': 165657.74099999954, 'edge_length_avg': 82.130759048091, 'street_length_total': 85517.41799999992, 'street_length_avg': 82.94608923375355, 'street_segments_count': 1031, 'node_density_km': 92.92036582130602, 'intersection_density_km': 73.33849007104422, 'edge_density_km': 20661.715295102178, 'street_density_km': 10666.18760356179, 'circuity_avg': 1.0447874852050865, 'self_loop_proportion': 0.0019831432821021317, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0447874852050865\n", - "9\n", - "7012525.112360867\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 312, 'm': 742, 'k_avg': 4.756410256410256, 'intersection_count': 210, 'streets_per_node_avg': 2.4358974358974357, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 183, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3269230769230769, 2: 0.0, 3: 0.5865384615384616, 4: 0.08333333333333333, 5: 0.003205128205128205}, 'edge_length_total': 82010.40199999987, 'edge_length_avg': 110.52614824797826, 'street_length_total': 41005.20100000001, 'street_length_avg': 110.52614824797845, 'street_segments_count': 371, 'node_density_km': 44.491819280624405, 'intersection_density_km': 29.946416823497195, 'edge_density_km': 11694.846105497923, 'street_density_km': 5847.423052748973, 'circuity_avg': 1.103418931898739, 'self_loop_proportion': 0.008086253369272238, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.103418931898739\n", - "10\n", - "110253683.5378424\n", - "error with entry 10\n", - "11\n", - "15023415.38161467\n", - "{'n': 879, 'm': 2239, 'k_avg': 5.094425483503982, 'intersection_count': 651, 'streets_per_node_avg': 2.61547212741752, 'streets_per_node_counts': {0: 0, 1: 228, 2: 0, 3: 537, 4: 110, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2593856655290102, 2: 0.0, 3: 0.6109215017064846, 4: 0.12514220705346984, 5: 0.004550625711035267}, 'edge_length_total': 240691.1930000004, 'edge_length_avg': 107.49941625725789, 'street_length_total': 120842.53000000001, 'street_length_avg': 107.12990248226951, 'street_segments_count': 1128, 'node_density_km': 58.50866648310218, 'intersection_density_km': 43.332357088167825, 'edge_density_km': 16021.070235104666, 'street_density_km': 8043.612383099284, 'circuity_avg': 1.0599519503915409, 'self_loop_proportion': 0.0026797677534613666, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0599519503915409\n", - "12\n", - "17026026.794742674\n", - "{'n': 2213, 'm': 6115, 'k_avg': 5.52643470402169, 'intersection_count': 1800, 'streets_per_node_avg': 2.8386805241753277, 'streets_per_node_counts': {0: 0, 1: 413, 2: 2, 3: 1359, 4: 412, 5: 22, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18662449164030728, 2: 0.0009037505648441031, 3: 0.614098508811568, 4: 0.18617261635788523, 5: 0.009941256213285133, 6: 0.0022593764121102574}, 'edge_length_total': 384245.69100000156, 'edge_length_avg': 62.836580703189135, 'street_length_total': 194220.2819999999, 'street_length_avg': 62.49043822393819, 'street_segments_count': 3108, 'node_density_km': 129.97747664084108, 'intersection_density_km': 105.72049613805419, 'edge_density_km': 22568.13616190535, 'street_density_km': 11407.25809617377, 'circuity_avg': 1.0622814396629998, 'self_loop_proportion': 0.002616516762060507, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0622814396629998\n", - "13\n", - "9019765.359925972\n", - "{'n': 533, 'm': 1464, 'k_avg': 5.493433395872421, 'intersection_count': 434, 'streets_per_node_avg': 2.799249530956848, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 346, 4: 85, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18574108818011256, 2: 0.0, 3: 0.649155722326454, 4: 0.15947467166979362, 5: 0.005628517823639775}, 'edge_length_total': 159714.06799999997, 'edge_length_avg': 109.09430874316938, 'street_length_total': 79857.034, 'street_length_avg': 109.09430874316939, 'street_segments_count': 732, 'node_density_km': 59.09244628114965, 'intersection_density_km': 48.116551005664064, 'edge_density_km': 17707.120044341238, 'street_density_km': 8853.56002217062, 'circuity_avg': 1.069680833507964, 'self_loop_proportion': 0.006830601092896175, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069680833507964\n", - "14\n", - "7013888.744396058\n", - "{'n': 560, 'm': 1424, 'k_avg': 5.085714285714285, 'intersection_count': 434, 'streets_per_node_avg': 2.6446428571428573, 'streets_per_node_counts': {0: 0, 1: 126, 2: 0, 3: 381, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.225, 2: 0.0, 3: 0.6803571428571429, 4: 0.09464285714285714}, 'edge_length_total': 137459.18100000036, 'edge_length_avg': 96.5303237359553, 'street_length_total': 69956.79299999999, 'street_length_avg': 97.02745214979194, 'street_segments_count': 721, 'node_density_km': 79.841585803229, 'intersection_density_km': 61.87722899750248, 'edge_density_km': 19598.141061166276, 'street_density_km': 9974.038019336123, 'circuity_avg': 1.0801484925157658, 'self_loop_proportion': 0.012640449438202247, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0801484925157658\n", - "15\n", - "9014132.427717743\n", - "{'n': 493, 'm': 1325, 'k_avg': 5.37525354969574, 'intersection_count': 404, 'streets_per_node_avg': 2.760649087221095, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 344, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18052738336713997, 2: 0.0, 3: 0.6977687626774848, 4: 0.12170385395537525}, 'edge_length_total': 140770.04900000003, 'edge_length_avg': 106.24154641509436, 'street_length_total': 70419.46400000002, 'street_length_avg': 106.21336953242839, 'street_segments_count': 663, 'node_density_km': 54.69189674694195, 'intersection_density_km': 44.818511735830725, 'edge_density_km': 15616.594289999919, 'street_density_km': 7812.117756720075, 'circuity_avg': 1.0456723440225217, 'self_loop_proportion': 0.004528301886792453, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456723440225217\n", - "16\n", - "7011167.237688171\n", - "{'n': 528, 'm': 1362, 'k_avg': 5.159090909090909, 'intersection_count': 411, 'streets_per_node_avg': 2.706439393939394, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 332, 4: 79}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2215909090909091, 2: 0.0, 3: 0.6287878787878788, 4: 0.14962121212121213}, 'edge_length_total': 130756.37600000024, 'edge_length_avg': 96.00321292217345, 'street_length_total': 65797.23500000004, 'street_length_avg': 95.63551598837216, 'street_segments_count': 688, 'node_density_km': 75.308430408244, 'intersection_density_km': 58.62076685187176, 'edge_density_km': 18649.73000460266, 'street_density_km': 9384.633509568903, 'circuity_avg': 1.0675739018736312, 'self_loop_proportion': 0.005873715124816446, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0675739018736312\n", - "17\n", - "11017660.842704352\n", - "{'n': 887, 'm': 2282, 'k_avg': 5.14543404735062, 'intersection_count': 658, 'streets_per_node_avg': 2.6065388951521986, 'streets_per_node_counts': {0: 0, 1: 229, 2: 1, 3: 551, 4: 102, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25817361894024804, 2: 0.0011273957158962795, 3: 0.62119503945885, 4: 0.11499436302142052, 5: 0.004509582863585118}, 'edge_length_total': 169341.98999999964, 'edge_length_avg': 74.2077081507448, 'street_length_total': 84985.78899999992, 'street_length_avg': 74.09397471665207, 'street_segments_count': 1147, 'node_density_km': 80.50710696793244, 'intersection_density_km': 59.722295811611666, 'edge_density_km': 15370.049270679276, 'street_density_km': 7713.596398846821, 'circuity_avg': 1.0768276405222925, 'self_loop_proportion': 0.006134969325153374, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0768276405222925\n", - "18\n", - "16027406.318393677\n", - "{'n': 998, 'm': 2647, 'k_avg': 5.304609218436874, 'intersection_count': 771, 'streets_per_node_avg': 2.716432865731463, 'streets_per_node_counts': {0: 0, 1: 227, 2: 0, 3: 605, 4: 161, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22745490981963928, 2: 0.0, 3: 0.6062124248496994, 4: 0.16132264529058116, 5: 0.00501002004008016}, 'edge_length_total': 291352.7030000009, 'edge_length_avg': 110.06902266717073, 'street_length_total': 146186.65299999982, 'street_length_avg': 109.66740660165027, 'street_segments_count': 1333, 'node_density_km': 62.26834087650578, 'intersection_density_km': 48.1051010178216, 'edge_density_km': 18178.40623817175, 'street_density_km': 9121.042425450356, 'circuity_avg': 1.0637125009351993, 'self_loop_proportion': 0.003022289384208538, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0637125009351993\n", - "19\n", - "69100778.580821\n", - "{'n': 5511, 'm': 14758, 'k_avg': 5.355833786971512, 'intersection_count': 4273, 'streets_per_node_avg': 2.748502994011976, 'streets_per_node_counts': {0: 0, 1: 1238, 2: 1, 3: 3226, 4: 1011, 5: 26, 6: 8, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22464162583923064, 2: 0.00018145527127563056, 3: 0.5853747051351842, 4: 0.18345127925966248, 5: 0.004717837053166395, 6: 0.0014516421702050445, 7: 0.00018145527127563056}, 'edge_length_total': 1393063.528000007, 'edge_length_avg': 94.39378831820076, 'street_length_total': 705363.6129999973, 'street_length_avg': 94.0861161798049, 'street_segments_count': 7497, 'node_density_km': 79.75308112562404, 'intersection_density_km': 61.8372193158758, 'edge_density_km': 20159.881793092467, 'street_density_km': 10207.752032417358, 'circuity_avg': 1.068340867231386, 'self_loop_proportion': 0.004336630979807562, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068340867231386\n", - "20\n", - "10018833.992992224\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 667, 'm': 1751, 'k_avg': 5.250374812593703, 'intersection_count': 520, 'streets_per_node_avg': 2.6926536731634183, 'streets_per_node_counts': {0: 0, 1: 147, 2: 0, 3: 432, 4: 87, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22038980509745126, 2: 0.0, 3: 0.6476761619190404, 4: 0.13043478260869565, 5: 0.0014992503748125937}, 'edge_length_total': 157500.73899999997, 'edge_length_avg': 89.94902284408907, 'street_length_total': 79151.02900000004, 'street_length_avg': 89.94435113636368, 'street_segments_count': 880, 'node_density_km': 66.57461341973926, 'intersection_density_km': 51.90224734372476, 'edge_density_km': 15720.465985379684, 'street_density_km': 7900.223624362179, 'circuity_avg': 1.068651957712084, 'self_loop_proportion': 0.006853226727584237, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068651957712084\n", - "21\n", - "11016232.571234627\n", - "{'n': 569, 'm': 1574, 'k_avg': 5.532513181019332, 'intersection_count': 476, 'streets_per_node_avg': 2.889279437609842, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 354, 4: 121, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1634446397188049, 2: 0.0, 3: 0.6221441124780316, 4: 0.2126537785588752, 5: 0.0017574692442882249}, 'edge_length_total': 181770.96799999962, 'edge_length_avg': 115.48346124523482, 'street_length_total': 94633.8459999999, 'street_length_avg': 116.54414532019692, 'street_segments_count': 812, 'node_density_km': 51.65105187464559, 'intersection_density_km': 43.208964309896835, 'edge_density_km': 16500.284178334838, 'street_density_km': 8590.400156139222, 'circuity_avg': 1.031577458232565, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.031577458232565\n", - "22\n", - "16034359.0440677\n", - "{'n': 2052, 'm': 5671, 'k_avg': 5.52729044834308, 'intersection_count': 1702, 'streets_per_node_avg': 2.8810916179337234, 'streets_per_node_counts': {0: 0, 1: 350, 2: 10, 3: 1246, 4: 427, 5: 18, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1705653021442495, 2: 0.004873294346978557, 3: 0.6072124756335283, 4: 0.2080896686159844, 5: 0.008771929824561403, 6: 0.0004873294346978557}, 'edge_length_total': 351122.67699999985, 'edge_length_avg': 61.91547822253568, 'street_length_total': 179593.72399999978, 'street_length_avg': 61.35760983942596, 'street_segments_count': 2927, 'node_density_km': 127.97518094489641, 'intersection_density_km': 106.14705554006515, 'edge_density_km': 21898.142360103022, 'street_density_km': 11200.555226836139, 'circuity_avg': 1.070346402154045, 'self_loop_proportion': 0.0031740433785928408, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.070346402154045\n", - "23\n", - "6012671.248039259\n", - "{'n': 970, 'm': 2621, 'k_avg': 5.4041237113402065, 'intersection_count': 811, 'streets_per_node_avg': 2.8845360824742268, 'streets_per_node_counts': {0: 0, 1: 159, 2: 2, 3: 610, 4: 193, 5: 3, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16391752577319588, 2: 0.002061855670103093, 3: 0.6288659793814433, 4: 0.19896907216494844, 5: 0.003092783505154639, 6: 0.003092783505154639}, 'edge_length_total': 162946.66500000004, 'edge_length_avg': 62.16965471194202, 'street_length_total': 84894.51500000003, 'street_length_avg': 61.38432031814897, 'street_segments_count': 1383, 'node_density_km': 161.3259664440025, 'intersection_density_km': 134.88181318153198, 'edge_density_km': 27100.544546342393, 'street_density_km': 14119.267709453476, 'circuity_avg': 1.0923102497290385, 'self_loop_proportion': 0.007630675314765357, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0923102497290385\n", - "24\n", - "11020804.931455448\n", - "{'n': 1217, 'm': 3461, 'k_avg': 5.687756778964667, 'intersection_count': 1027, 'streets_per_node_avg': 2.8907148726376337, 'streets_per_node_counts': {0: 0, 1: 190, 2: 0, 3: 790, 4: 227, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1561216105176664, 2: 0.0, 3: 0.6491372226787182, 4: 0.1865242399342646, 5: 0.008216926869350863}, 'edge_length_total': 214423.1240000001, 'edge_length_avg': 61.954095348165296, 'street_length_total': 107221.81099999999, 'street_length_avg': 61.94212073945695, 'street_segments_count': 1731, 'node_density_km': 110.42750575563254, 'intersection_density_km': 93.18738571161431, 'edge_density_km': 19456.212620912673, 'street_density_km': 9729.036278826494, 'circuity_avg': 1.054384516823015, 'self_loop_proportion': 0.0023114706732158337, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054384516823015\n", - "25\n", - "9018851.006816026\n", - "{'n': 394, 'm': 975, 'k_avg': 4.949238578680203, 'intersection_count': 298, 'streets_per_node_avg': 2.583756345177665, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 270, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2436548223350254, 2: 0.0, 3: 0.6852791878172588, 4: 0.07106598984771574}, 'edge_length_total': 112259.77100000002, 'edge_length_avg': 115.1382266666667, 'street_length_total': 56294.99199999994, 'street_length_avg': 113.9574736842104, 'street_segments_count': 494, 'node_density_km': 43.6862744159132, 'intersection_density_km': 33.041902984624706, 'edge_density_km': 12447.236451201969, 'street_density_km': 6241.92504759806, 'circuity_avg': 1.0630067675247754, 'self_loop_proportion': 0.008205128205128205, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630067675247754\n", - "26\n", - "6010585.673462935\n", - "{'n': 83, 'm': 247, 'k_avg': 5.951807228915663, 'intersection_count': 74, 'streets_per_node_avg': 3.1204819277108435, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 46, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10843373493975904, 2: 0.0, 3: 0.5542168674698795, 4: 0.3373493975903614}, 'edge_length_total': 44961.345999999976, 'edge_length_avg': 182.02974089068817, 'street_length_total': 23329.401999999995, 'street_length_avg': 183.69607874015745, 'street_segments_count': 127, 'node_density_km': 13.808970457978754, 'intersection_density_km': 12.311612215547322, 'edge_density_km': 7480.360224879047, 'street_density_km': 3881.3858195218118, 'circuity_avg': 1.0809986501457396, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0809986501457396\n", - "27\n", - "6009160.704614805\n", - "{'n': 1394, 'm': 4096, 'k_avg': 5.87661406025825, 'intersection_count': 1232, 'streets_per_node_avg': 3.0358680057388807, 'streets_per_node_counts': {0: 0, 1: 162, 2: 1, 3: 871, 4: 345, 5: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11621233859397417, 2: 0.0007173601147776184, 3: 0.6248206599713056, 4: 0.24748923959827834, 5: 0.010760401721664276}, 'edge_length_total': 191955.0259999999, 'edge_length_avg': 46.864020019531225, 'street_length_total': 96867.67700000017, 'street_length_avg': 46.72825711529193, 'street_segments_count': 2073, 'node_density_km': 231.9791512530962, 'intersection_density_km': 205.02031158092862, 'edge_density_km': 31943.733149387364, 'street_density_km': 16120.001071964925, 'circuity_avg': 1.0580423463156619, 'self_loop_proportion': 0.001220703125, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0580423463156619\n", - "28\n", - "9015777.408124652\n", - "{'n': 1418, 'm': 3834, 'k_avg': 5.407616361071932, 'intersection_count': 1188, 'streets_per_node_avg': 2.9188998589562765, 'streets_per_node_counts': {0: 0, 1: 230, 2: 1, 3: 852, 4: 324, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1622002820874471, 2: 0.0007052186177715092, 3: 0.6008462623413258, 4: 0.22849083215796898, 5: 0.007757404795486601}, 'edge_length_total': 208705.3070000001, 'edge_length_avg': 54.43539567031823, 'street_length_total': 109620.30800000024, 'street_length_avg': 53.55168930141682, 'street_segments_count': 2047, 'node_density_km': 157.279836869326, 'intersection_density_km': 131.76900296245364, 'edge_density_km': 23148.897488520885, 'street_density_km': 12158.719435687806, 'circuity_avg': 1.0468810757121407, 'self_loop_proportion': 0.0010432968179447052, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0468810757121407\n", - "29\n", - "8015804.250428755\n", - "{'n': 918, 'm': 2475, 'k_avg': 5.392156862745098, 'intersection_count': 721, 'streets_per_node_avg': 2.738562091503268, 'streets_per_node_counts': {0: 0, 1: 197, 2: 0, 3: 571, 4: 146, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21459694989106753, 2: 0.0, 3: 0.6220043572984749, 4: 0.15904139433551198, 5: 0.004357298474945534}, 'edge_length_total': 173944.72499999983, 'edge_length_avg': 70.2806969696969, 'street_length_total': 86991.32199999984, 'street_length_avg': 70.26762681744736, 'street_segments_count': 1238, 'node_density_km': 114.5237547375109, 'intersection_density_km': 89.94730628076836, 'edge_density_km': 21700.221158805838, 'street_density_km': 10852.475844248167, 'circuity_avg': 1.0800996973331953, 'self_loop_proportion': 0.0048484848484848485, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0800996973331953\n", - "30\n", - "25054128.4993678\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 4368, 'm': 12300, 'k_avg': 5.631868131868132, 'intersection_count': 3714, 'streets_per_node_avg': 2.9228479853479854, 'streets_per_node_counts': {0: 0, 1: 654, 2: 4, 3: 2756, 4: 934, 5: 19, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14972527472527472, 2: 0.0009157509157509158, 3: 0.6309523809523809, 4: 0.21382783882783882, 5: 0.00434981684981685, 6: 0.00022893772893772894}, 'edge_length_total': 709662.5679999996, 'edge_length_avg': 57.69614373983737, 'street_length_total': 361416.04700000165, 'street_length_avg': 57.077707991156295, 'street_segments_count': 6332, 'node_density_km': 174.3425240319263, 'intersection_density_km': 148.23904172494832, 'edge_density_km': 28325.174751854043, 'street_density_km': 14425.408850645968, 'circuity_avg': 1.059306517353225, 'self_loop_proportion': 0.0016260162601626016, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059306517353225\n", - "31\n", - "53109474.866279155\n", - "{'n': 6171, 'm': 17297, 'k_avg': 5.605898557770216, 'intersection_count': 5091, 'streets_per_node_avg': 2.87619510614163, 'streets_per_node_counts': {0: 0, 1: 1080, 2: 4, 3: 3715, 4: 1345, 5: 26, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1750121536217793, 2: 0.0006481931615621455, 3: 0.6020093988008427, 4: 0.21795495057527142, 5: 0.004213255550153946, 6: 0.00016204829039053638}, 'edge_length_total': 1302855.518999997, 'edge_length_avg': 75.32262929987843, 'street_length_total': 663973.5869999966, 'street_length_avg': 75.21223232895294, 'street_segments_count': 8828, 'node_density_km': 116.19395626745612, 'intersection_density_km': 95.85860174325379, 'edge_density_km': 24531.508215443122, 'street_density_km': 12501.97989476966, 'circuity_avg': 1.0655209285873284, 'self_loop_proportion': 0.004046944556859571, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0655209285873284\n", - "32\n", - "10022109.767812025\n", - "{'n': 1809, 'm': 5199, 'k_avg': 5.747927031509121, 'intersection_count': 1599, 'streets_per_node_avg': 2.998341625207297, 'streets_per_node_counts': {0: 0, 1: 210, 2: 4, 3: 1182, 4: 406, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11608623548922056, 2: 0.002211166390270868, 3: 0.6533996683250415, 4: 0.2244333886124931, 5: 0.003316749585406302, 6: 0.000552791597567717}, 'edge_length_total': 286557.6329999991, 'edge_length_avg': 55.11783669936509, 'street_length_total': 146107.80900000018, 'street_length_avg': 54.64016791323866, 'street_segments_count': 2674, 'node_density_km': 180.50091666426954, 'intersection_density_km': 159.54724474636097, 'edge_density_km': 28592.545845021104, 'street_density_km': 14578.548068716444, 'circuity_avg': 1.060136209898577, 'self_loop_proportion': 0.003462204270051933, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060136209898577\n", - "33\n", - "19024618.092949916\n", - "{'n': 3620, 'm': 10071, 'k_avg': 5.564088397790055, 'intersection_count': 2881, 'streets_per_node_avg': 2.8185082872928175, 'streets_per_node_counts': {0: 0, 1: 739, 2: 3, 3: 2068, 4: 797, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20414364640883978, 2: 0.0008287292817679558, 3: 0.5712707182320442, 4: 0.2201657458563536, 5: 0.0033149171270718232, 6: 0.00027624309392265195}, 'edge_length_total': 552496.0889999999, 'edge_length_avg': 54.86010217456061, 'street_length_total': 277129.1120000015, 'street_length_avg': 54.801089974293355, 'street_segments_count': 5057, 'node_density_km': 190.2797723619739, 'intersection_density_km': 151.43536579415658, 'edge_density_km': 29041.11327232068, 'street_density_km': 14566.868603932668, 'circuity_avg': 1.0760047834363768, 'self_loop_proportion': 0.0037732102075265614, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0760047834363768\n", - "34\n", - "13023514.582560373\n", - "{'n': 295, 'm': 769, 'k_avg': 5.213559322033898, 'intersection_count': 251, 'streets_per_node_avg': 2.905084745762712, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 193, 4: 57, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14915254237288136, 2: 0.0, 3: 0.6542372881355932, 4: 0.19322033898305085, 5: 0.0, 6: 0.003389830508474576}, 'edge_length_total': 48885.29900000003, 'edge_length_avg': 63.56995968790641, 'street_length_total': 27224.842000000026, 'street_length_avg': 65.13120095693786, 'street_segments_count': 418, 'node_density_km': 22.651335638310016, 'intersection_density_km': 19.272831339714624, 'edge_density_km': 3753.61801840048, 'street_density_km': 2090.4374028541015, 'circuity_avg': 1.0855052107370642, 'self_loop_proportion': 0.007802340702210663, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0855052107370642\n", - "35\n", - "13018017.174902564\n", - "{'n': 1568, 'm': 4322, 'k_avg': 5.512755102040816, 'intersection_count': 1293, 'streets_per_node_avg': 2.84375, 'streets_per_node_counts': {0: 0, 1: 275, 2: 0, 3: 994, 4: 293, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1753826530612245, 2: 0.0, 3: 0.6339285714285714, 4: 0.1868622448979592, 5: 0.003826530612244898}, 'edge_length_total': 338364.4290000012, 'edge_length_avg': 78.2888544655255, 'street_length_total': 171037.39299999963, 'street_length_avg': 78.13494426678832, 'street_segments_count': 2189, 'node_density_km': 120.44845070745085, 'intersection_density_km': 99.323881865264, 'edge_density_km': 25992.009724210075, 'street_density_km': 13138.513392787854, 'circuity_avg': 1.0694423238967496, 'self_loop_proportion': 0.0041647385469689956, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0694423238967496\n", - "36\n", - "5010322.917865749\n", - "{'n': 796, 'm': 2432, 'k_avg': 6.110552763819095, 'intersection_count': 697, 'streets_per_node_avg': 3.086683417085427, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 451, 4: 227, 5: 17, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12437185929648241, 2: 0.0, 3: 0.5665829145728644, 4: 0.2851758793969849, 5: 0.02135678391959799, 6: 0.002512562814070352}, 'edge_length_total': 144683.96999999994, 'edge_length_avg': 59.49176398026314, 'street_length_total': 72341.98500000002, 'street_length_avg': 59.49176398026317, 'street_segments_count': 1216, 'node_density_km': 158.87199548788217, 'intersection_density_km': 139.1127900189119, 'edge_density_km': 28877.174659558885, 'street_density_km': 14438.587329779451, 'circuity_avg': 1.0656482311535553, 'self_loop_proportion': 0.0024671052631578946, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0656482311535553\n", - "37\n", - "57101661.676926084\n", - "{'n': 7674, 'm': 21772, 'k_avg': 5.674224654678134, 'intersection_count': 6885, 'streets_per_node_avg': 3.032577534532187, 'streets_per_node_counts': {0: 0, 1: 789, 2: 3, 3: 5092, 4: 1752, 5: 36, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10281469898358092, 2: 0.00039093041438623924, 3: 0.6635392233515768, 4: 0.22830336200156373, 5: 0.004691164972634871, 6: 0.00013031013812874641, 7: 0.00013031013812874641}, 'edge_length_total': 1206414.2870000068, 'edge_length_avg': 55.411275353665566, 'street_length_total': 632711.1549999985, 'street_length_avg': 54.913309755250694, 'street_segments_count': 11522, 'node_density_km': 134.39188588623765, 'intersection_density_km': 120.57442459300837, 'edge_density_km': 21127.481260103163, 'street_density_km': 11080.43332573748, 'circuity_avg': 1.059482589384772, 'self_loop_proportion': 0.002526180415212199, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059482589384772\n", - "38\n", - "10015650.443855608\n", - "{'n': 1675, 'm': 4494, 'k_avg': 5.365970149253731, 'intersection_count': 1405, 'streets_per_node_avg': 2.8925373134328356, 'streets_per_node_counts': {0: 0, 1: 270, 2: 3, 3: 1040, 4: 361, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16119402985074627, 2: 0.001791044776119403, 3: 0.6208955223880597, 4: 0.2155223880597015, 5: 0.0005970149253731343}, 'edge_length_total': 245974.1680000006, 'edge_length_avg': 54.733904761904896, 'street_length_total': 126592.76200000026, 'street_length_avg': 52.94552990380605, 'street_segments_count': 2391, 'node_density_km': 167.23826469279163, 'intersection_density_km': 140.28045486171476, 'edge_density_km': 24558.980904819877, 'street_density_km': 12639.494829580668, 'circuity_avg': 1.0524044824347978, 'self_loop_proportion': 0.0035603026257231864, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0524044824347978\n", - "39\n", - "14020435.284318583\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1376, 'm': 3718, 'k_avg': 5.40406976744186, 'intersection_count': 1141, 'streets_per_node_avg': 2.82921511627907, 'streets_per_node_counts': {0: 0, 1: 235, 2: 0, 3: 913, 4: 222, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17078488372093023, 2: 0.0, 3: 0.6635174418604651, 4: 0.1613372093023256, 5: 0.003633720930232558, 6: 0.0007267441860465116}, 'edge_length_total': 312351.20199999964, 'edge_length_avg': 84.01054384077452, 'street_length_total': 158723.35700000048, 'street_length_avg': 83.36310766806749, 'street_segments_count': 1904, 'node_density_km': 98.1424593528143, 'intersection_density_km': 81.38121084415779, 'edge_density_km': 22278.281356168354, 'street_density_km': 11320.85800342644, 'circuity_avg': 1.0776443111524885, 'self_loop_proportion': 0.005917159763313609, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0776443111524885\n", - "40\n", - "7010018.160093949\n", - "{'n': 937, 'm': 2538, 'k_avg': 5.417289220917823, 'intersection_count': 744, 'streets_per_node_avg': 2.7705442902881536, 'streets_per_node_counts': {0: 0, 1: 193, 2: 0, 3: 587, 4: 147, 5: 7, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20597652081109924, 2: 0.0, 3: 0.6264674493062967, 4: 0.1568836712913554, 5: 0.007470651013874066, 6: 0.0021344717182497333, 7: 0.0010672358591248667}, 'edge_length_total': 172962.1000000006, 'edge_length_avg': 68.14897557131623, 'street_length_total': 86759.92900000005, 'street_length_avg': 68.15391123330718, 'street_segments_count': 1273, 'node_density_km': 133.6658448809842, 'intersection_density_km': 106.13381920112299, 'edge_density_km': 24673.559475869108, 'street_density_km': 12376.562659124022, 'circuity_avg': 1.0599615249456982, 'self_loop_proportion': 0.005516154452324665, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0599615249456982\n", - "41\n", - "11020362.203477833\n", - "{'n': 595, 'm': 1591, 'k_avg': 5.347899159663865, 'intersection_count': 471, 'streets_per_node_avg': 2.73781512605042, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 379, 4: 92}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20840336134453782, 2: 0.0, 3: 0.6369747899159663, 4: 0.1546218487394958}, 'edge_length_total': 175364.30200000064, 'edge_length_avg': 110.22269138906388, 'street_length_total': 87710.43599999989, 'street_length_avg': 110.1889899497486, 'street_segments_count': 796, 'node_density_km': 53.99096590602334, 'intersection_density_km': 42.73906712896974, 'edge_density_km': 15912.753025908596, 'street_density_km': 7958.943125509976, 'circuity_avg': 1.0494801351861742, 'self_loop_proportion': 0.003771213073538655, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0494801351861742\n", - "42\n", - "15022346.656901624\n", - "{'n': 614, 'm': 1596, 'k_avg': 5.198697068403908, 'intersection_count': 503, 'streets_per_node_avg': 2.767100977198697, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 426, 4: 75, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18078175895765472, 2: 0.0, 3: 0.6938110749185668, 4: 0.12214983713355049, 5: 0.003257328990228013}, 'edge_length_total': 152650.33099999983, 'edge_length_avg': 95.64557080200491, 'street_length_total': 78560.424, 'street_length_avg': 94.42358653846154, 'street_segments_count': 832, 'node_density_km': 40.872442503376384, 'intersection_density_km': 33.48345045472039, 'edge_density_km': 10161.550288141476, 'street_density_km': 5229.57070518057, 'circuity_avg': 1.0845576683741354, 'self_loop_proportion': 0.008771929824561403, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0845576683741354\n", - "43\n", - "6008239.12201513\n", - "{'n': 380, 'm': 1214, 'k_avg': 6.389473684210526, 'intersection_count': 349, 'streets_per_node_avg': 3.289473684210526, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 177, 4: 172}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08157894736842106, 2: 0.0, 3: 0.46578947368421053, 4: 0.45263157894736844}, 'edge_length_total': 134989.71, 'edge_length_avg': 111.19415980230642, 'street_length_total': 67494.85500000001, 'street_length_avg': 111.19415980230644, 'street_segments_count': 607, 'node_density_km': 63.246484083434765, 'intersection_density_km': 58.08690248715456, 'edge_density_km': 22467.43301300651, 'street_density_km': 11233.716506503259, 'circuity_avg': 1.017523035785085, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.017523035785085\n", - "44\n", - "13021291.08621668\n", - "{'n': 987, 'm': 2717, 'k_avg': 5.505572441742655, 'intersection_count': 852, 'streets_per_node_avg': 2.884498480243161, 'streets_per_node_counts': {0: 0, 1: 135, 2: 2, 3: 698, 4: 147, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13677811550151975, 2: 0.002026342451874367, 3: 0.707193515704154, 4: 0.14893617021276595, 5: 0.004052684903748734, 6: 0.0010131712259371835}, 'edge_length_total': 213902.49499999985, 'edge_length_avg': 78.72745491350749, 'street_length_total': 108840.27399999979, 'street_length_avg': 77.63214978601982, 'street_segments_count': 1402, 'node_density_km': 75.79893525648627, 'intersection_density_km': 65.43129973508238, 'edge_density_km': 16427.13411317717, 'street_density_km': 8358.639191716524, 'circuity_avg': 1.0773141245997704, 'self_loop_proportion': 0.004416635995583364, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0773141245997704\n", - "45\n", - "8017544.160341238\n", - "{'n': 778, 'm': 2013, 'k_avg': 5.174807197943445, 'intersection_count': 600, 'streets_per_node_avg': 2.710796915167095, 'streets_per_node_counts': {0: 0, 1: 178, 2: 0, 3: 469, 4: 131}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22879177377892032, 2: 0.0, 3: 0.602827763496144, 4: 0.16838046272493573}, 'edge_length_total': 148681.26100000026, 'edge_length_avg': 73.86053700943877, 'street_length_total': 75435.03800000002, 'street_length_avg': 73.09596705426358, 'street_segments_count': 1032, 'node_density_km': 97.03719548541747, 'intersection_density_km': 74.83588340777698, 'edge_density_km': 18544.489188528794, 'street_density_km': 9408.746181048711, 'circuity_avg': 1.0983948788988185, 'self_loop_proportion': 0.005961251862891207, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0983948788988185\n", - "46\n", - "8016987.644458722\n", - "{'n': 2009, 'm': 5609, 'k_avg': 5.583872573419612, 'intersection_count': 1722, 'streets_per_node_avg': 2.940766550522648, 'streets_per_node_counts': {0: 0, 1: 287, 2: 4, 3: 1269, 4: 439, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.001991040318566451, 3: 0.6316575410652066, 4: 0.218516674962668, 5: 0.004977600796416127}, 'edge_length_total': 251993.4640000004, 'edge_length_avg': 44.92662934569449, 'street_length_total': 130087.11200000001, 'street_length_avg': 44.459026657552975, 'street_segments_count': 2926, 'node_density_km': 250.59287716235966, 'intersection_density_km': 214.793894710594, 'edge_density_km': 31432.437615664312, 'street_density_km': 16226.432890902004, 'circuity_avg': 1.0681919082796203, 'self_loop_proportion': 0.0033874130861116063, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0681919082796203\n", - "47\n", - "14021281.934396753\n", - "{'n': 1321, 'm': 3324, 'k_avg': 5.032551097653293, 'intersection_count': 1041, 'streets_per_node_avg': 2.713096139288418, 'streets_per_node_counts': {0: 0, 1: 280, 2: 1, 3: 863, 4: 172, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21196063588190764, 2: 0.000757002271006813, 3: 0.6532929598788796, 4: 0.13020439061317185, 5: 0.003785011355034065}, 'edge_length_total': 244917.49699999942, 'edge_length_avg': 73.68155746089032, 'street_length_total': 128143.89899999987, 'street_length_avg': 72.52059932088278, 'street_segments_count': 1767, 'node_density_km': 94.21392467398768, 'intersection_density_km': 74.2442812911591, 'edge_density_km': 17467.553833232058, 'street_density_km': 9139.242731125718, 'circuity_avg': 1.097465586006675, 'self_loop_proportion': 0.005415162454873646, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.097465586006675\n", - "48\n", - "21043562.36583619\n", - "error with entry 48\n", - "49\n", - "7012773.755835062\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 482, 'm': 1310, 'k_avg': 5.435684647302905, 'intersection_count': 393, 'streets_per_node_avg': 2.804979253112033, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 310, 4: 82, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18464730290456433, 2: 0.0, 3: 0.6431535269709544, 4: 0.17012448132780084, 5: 0.002074688796680498}, 'edge_length_total': 128527.11400000012, 'edge_length_avg': 98.11230076335887, 'street_length_total': 64595.26000000006, 'street_length_avg': 97.72354009077165, 'street_segments_count': 661, 'node_density_km': 68.7317196849458, 'intersection_density_km': 56.040593021128004, 'edge_density_km': 18327.571724819667, 'street_density_km': 9211.085691485883, 'circuity_avg': 1.0483527782063247, 'self_loop_proportion': 0.0030534351145038168, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0483527782063247\n", - "50\n", - "44058694.96673859\n", - "{'n': 5954, 'm': 16776, 'k_avg': 5.635203224722876, 'intersection_count': 4947, 'streets_per_node_avg': 2.8758817601612363, 'streets_per_node_counts': {0: 0, 1: 1007, 2: 6, 3: 3698, 4: 1210, 5: 28, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16912999664091366, 2: 0.001007725898555593, 3: 0.6210950621430971, 4: 0.2032247228753779, 5: 0.0047027208599261005, 6: 0.0008397715821296608}, 'edge_length_total': 1195799.4019999988, 'edge_length_avg': 71.28036492608481, 'street_length_total': 604137.2309999965, 'street_length_avg': 70.95809619450276, 'street_segments_count': 8514, 'node_density_km': 135.1379110183558, 'intersection_density_km': 112.28203658176119, 'edge_density_km': 27141.053608209422, 'street_density_km': 13712.099994248134, 'circuity_avg': 1.066278860143517, 'self_loop_proportion': 0.0049475441106342395, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066278860143517\n", - "51\n", - "18038623.040455904\n", - "{'n': 1076, 'm': 2709, 'k_avg': 5.0353159851301115, 'intersection_count': 800, 'streets_per_node_avg': 2.617100371747212, 'streets_per_node_counts': {0: 0, 1: 276, 2: 1, 3: 659, 4: 139, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25650557620817843, 2: 0.0009293680297397769, 3: 0.612453531598513, 4: 0.129182156133829, 5: 0.0009293680297397769}, 'edge_length_total': 262710.8159999996, 'edge_length_avg': 96.97704540420804, 'street_length_total': 131743.84499999994, 'street_length_avg': 96.58639662756595, 'street_segments_count': 1364, 'node_density_km': 59.64978577282834, 'intersection_density_km': 44.3492831024746, 'edge_density_km': 14563.79544108262, 'street_density_km': 7303.431348641913, 'circuity_avg': 1.0607201580936187, 'self_loop_proportion': 0.0007382798080472499, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0607201580936187\n", - "52\n", - "17029855.831280597\n", - "{'n': 1749, 'm': 4832, 'k_avg': 5.525443110348771, 'intersection_count': 1423, 'streets_per_node_avg': 2.8158947970268726, 'streets_per_node_counts': {0: 0, 1: 326, 2: 0, 3: 1106, 4: 306, 5: 10, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1863922241280732, 2: 0.0, 3: 0.6323613493424814, 4: 0.17495711835334476, 5: 0.005717552887364208, 6: 0.0, 7: 0.0005717552887364208}, 'edge_length_total': 381978.14899999916, 'edge_length_avg': 79.05176924668856, 'street_length_total': 191433.47700000016, 'street_length_avg': 78.84410090609562, 'street_segments_count': 2428, 'node_density_km': 102.70198510943473, 'intersection_density_km': 83.55913368251893, 'edge_density_km': 22429.910903789227, 'street_density_km': 11241.050945855535, 'circuity_avg': 1.0493390563973333, 'self_loop_proportion': 0.0033112582781456954, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0493390563973333\n", - "53\n", - "447895971.93097854\n", - "error with entry 53\n", - "54\n", - "15020044.937319867\n", - "{'n': 2291, 'm': 6472, 'k_avg': 5.649934526407682, 'intersection_count': 1973, 'streets_per_node_avg': 2.9912701876909646, 'streets_per_node_counts': {0: 0, 1: 318, 2: 3, 3: 1363, 4: 596, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13880401571366216, 2: 0.0013094718463553033, 3: 0.5949367088607594, 4: 0.2601484068092536, 5: 0.004364906154517678, 6: 0.00043649061545176777}, 'edge_length_total': 339093.7879999989, 'edge_length_avg': 52.393972187886106, 'street_length_total': 175387.0479999999, 'street_length_avg': 51.73659233038345, 'street_segments_count': 3390, 'node_density_km': 152.5295037105794, 'intersection_density_km': 131.35779608073906, 'edge_density_km': 22576.083454814605, 'street_density_km': 11676.865730555894, 'circuity_avg': 1.0587625695114098, 'self_loop_proportion': 0.0012360939431396785, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0587625695114098\n", - "55\n", - "9018799.771923078\n", - "{'n': 698, 'm': 1842, 'k_avg': 5.277936962750716, 'intersection_count': 545, 'streets_per_node_avg': 2.7349570200573066, 'streets_per_node_counts': {0: 0, 1: 153, 2: 0, 3: 426, 4: 117, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2191977077363897, 2: 0.0, 3: 0.6103151862464183, 4: 0.167621776504298, 5: 0.0028653295128939827}, 'edge_length_total': 162689.50399999972, 'edge_length_avg': 88.32220629750256, 'street_length_total': 81584.5009999998, 'street_length_avg': 88.19946054054033, 'street_segments_count': 925, 'node_density_km': 77.39389027938975, 'intersection_density_km': 60.42932693734586, 'edge_density_km': 18038.93069080848, 'street_density_km': 9046.048594402218, 'circuity_avg': 1.0669745344715986, 'self_loop_proportion': 0.003257328990228013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0669745344715986\n", - "56\n", - "6009587.870890583\n", - "{'n': 133, 'm': 324, 'k_avg': 4.87218045112782, 'intersection_count': 100, 'streets_per_node_avg': 2.6090225563909772, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 86, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24812030075187969, 2: 0.0, 3: 0.6466165413533834, 4: 0.10526315789473684}, 'edge_length_total': 44339.70800000001, 'edge_length_avg': 136.85095061728398, 'street_length_total': 22169.85399999999, 'street_length_avg': 136.85095061728387, 'street_segments_count': 162, 'node_density_km': 22.131301323378477, 'intersection_density_km': 16.640076182991336, 'edge_density_km': 7378.161190515907, 'street_density_km': 3689.0805952579503, 'circuity_avg': 1.071122497722968, 'self_loop_proportion': 0.012345679012345678, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071122497722968\n", - "57\n", - "8010968.246623776\n", - "{'n': 661, 'm': 1711, 'k_avg': 5.177004538577912, 'intersection_count': 525, 'streets_per_node_avg': 2.718608169440242, 'streets_per_node_counts': {0: 0, 1: 136, 2: 2, 3: 436, 4: 86, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20574886535552195, 2: 0.0030257186081694403, 3: 0.659606656580938, 4: 0.13010590015128592, 5: 0.0015128593040847202}, 'edge_length_total': 127470.09800000025, 'edge_length_avg': 74.50034950321464, 'street_length_total': 64605.60800000001, 'street_length_avg': 73.24898866213152, 'street_segments_count': 882, 'node_density_km': 82.5118736775144, 'intersection_density_km': 65.53514929000765, 'edge_density_km': 15911.946480841756, 'street_density_km': 8064.644124288978, 'circuity_avg': 1.0985586475363351, 'self_loop_proportion': 0.004675628287551139, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0985586475363351\n", - "58\n", - "9015221.063498821\n", - "{'n': 794, 'm': 2083, 'k_avg': 5.246851385390428, 'intersection_count': 638, 'streets_per_node_avg': 2.8299748110831233, 'streets_per_node_counts': {0: 0, 1: 156, 2: 0, 3: 462, 4: 175, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1964735516372796, 2: 0.0, 3: 0.5818639798488665, 4: 0.22040302267002518, 5: 0.0012594458438287153}, 'edge_length_total': 155999.5069999995, 'edge_length_avg': 74.89174603936605, 'street_length_total': 84051.09399999998, 'street_length_avg': 75.65354995499548, 'street_segments_count': 1111, 'node_density_km': 88.07327012920163, 'intersection_density_km': 70.76920194260785, 'edge_density_km': 17304.013501301302, 'street_density_km': 9323.242703421809, 'circuity_avg': 1.1041226135809201, 'self_loop_proportion': 0.00672107537205953, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1041226135809201\n", - "59\n", - "71111460.59236386\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 5208, 'm': 14081, 'k_avg': 5.407450076804915, 'intersection_count': 4167, 'streets_per_node_avg': 2.79857910906298, 'streets_per_node_counts': {0: 0, 1: 1041, 2: 5, 3: 3159, 4: 970, 5: 31, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19988479262672812, 2: 0.0009600614439324117, 3: 0.6065668202764977, 4: 0.18625192012288785, 5: 0.005952380952380952, 6: 0.00038402457757296467}, 'edge_length_total': 1400586.6569999994, 'edge_length_avg': 99.46641978552655, 'street_length_total': 718975.5390000007, 'street_length_avg': 99.30601367403324, 'street_segments_count': 7240, 'node_density_km': 73.23714007020759, 'intersection_density_km': 58.59814951469951, 'edge_density_km': 19695.653068197535, 'street_density_km': 10110.543828109841, 'circuity_avg': 1.0742289157420855, 'self_loop_proportion': 0.004971237838221718, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0742289157420855\n", - "60\n", - "9012467.681619864\n", - "{'n': 1939, 'm': 5037, 'k_avg': 5.195461578133059, 'intersection_count': 1459, 'streets_per_node_avg': 2.6585869004641567, 'streets_per_node_counts': {0: 0, 1: 480, 2: 1, 3: 1168, 4: 285, 5: 3, 6: 0, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2475502836513667, 2: 0.0005157297576070139, 3: 0.6023723568849922, 4: 0.14698298091799897, 5: 0.0015471892728210418, 6: 0.0, 7: 0.0010314595152140279}, 'edge_length_total': 253620.83299999958, 'edge_length_avg': 50.35156501886035, 'street_length_total': 128148.89800000022, 'street_length_avg': 50.19541637289472, 'street_segments_count': 2553, 'node_density_km': 215.146402572341, 'intersection_density_km': 161.88684958898685, 'edge_density_km': 28141.108735095604, 'street_density_km': 14219.068797478036, 'circuity_avg': 1.0835503008776044, 'self_loop_proportion': 0.0019853087155052612, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0835503008776044\n", - "61\n", - "6010352.401618744\n", - "{'n': 192, 'm': 467, 'k_avg': 4.864583333333333, 'intersection_count': 138, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 126, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28125, 2: 0.0, 3: 0.65625, 4: 0.0625}, 'edge_length_total': 64142.516000000054, 'edge_length_avg': 137.35014132762325, 'street_length_total': 32098.221000000005, 'street_length_avg': 137.17188461538464, 'street_segments_count': 234, 'node_density_km': 31.944882291475853, 'intersection_density_km': 22.96038414699827, 'edge_density_km': 10672.005851557857, 'street_density_km': 5340.489018806138, 'circuity_avg': 1.0948534822622928, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0948534822622928\n", - "62\n", - "25034909.59808257\n", - "{'n': 11295, 'm': 30738, 'k_avg': 5.442762284196547, 'intersection_count': 8994, 'streets_per_node_avg': 2.825940681717574, 'streets_per_node_counts': {0: 0, 1: 2301, 2: 27, 3: 6341, 4: 2590, 5: 35, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20371845949535192, 2: 0.002390438247011952, 3: 0.5613988490482514, 4: 0.22930500221336875, 5: 0.003098716246126605, 6: 8.853474988933157e-05}, 'edge_length_total': 1014169.6429999956, 'edge_length_avg': 32.99400230984435, 'street_length_total': 527618.1149999999, 'street_length_avg': 33.12935545648624, 'street_segments_count': 15926, 'node_density_km': 451.1699934744357, 'intersection_density_km': 359.2583374332957, 'edge_density_km': 40510.2179029906, 'street_density_km': 21075.295396329704, 'circuity_avg': 1.0572266355774989, 'self_loop_proportion': 0.002147179387077884, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0572266355774989\n", - "63\n", - "14027727.225018041\n", - "{'n': 946, 'm': 2537, 'k_avg': 5.363636363636363, 'intersection_count': 848, 'streets_per_node_avg': 3.036997885835095, 'streets_per_node_counts': {0: 0, 1: 98, 2: 2, 3: 616, 4: 227, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10359408033826638, 2: 0.0021141649048625794, 3: 0.6511627906976745, 4: 0.23995771670190275, 5: 0.003171247357293869}, 'edge_length_total': 224884.26099999994, 'edge_length_avg': 88.64180567599524, 'street_length_total': 120445.1449999999, 'street_length_avg': 85.24072540693552, 'street_segments_count': 1413, 'node_density_km': 67.43786679233658, 'intersection_density_km': 60.45170300200996, 'edge_density_km': 16031.411032781236, 'street_density_km': 8586.219497139173, 'circuity_avg': 1.0576398647414635, 'self_loop_proportion': 0.0031533307055577452, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0576398647414635\n", - "64\n", - "16035104.217090486\n", - "{'n': 338, 'm': 779, 'k_avg': 4.609467455621302, 'intersection_count': 234, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 195, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3076923076923077, 2: 0.0, 3: 0.5769230769230769, 4: 0.11538461538461539}, 'edge_length_total': 162526.08800000005, 'edge_length_avg': 208.63425930680364, 'street_length_total': 89153.69400000003, 'street_length_avg': 219.0508452088453, 'street_segments_count': 407, 'node_density_km': 21.07875293007163, 'intersection_density_km': 14.592982797741897, 'edge_density_km': 10135.642762257634, 'street_density_km': 5559.907362808314, 'circuity_avg': 1.0434534214581546, 'self_loop_proportion': 0.010269576379974325, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0434534214581546\n", - "65\n", - "7008909.598267124\n", - "{'n': 429, 'm': 1101, 'k_avg': 5.1328671328671325, 'intersection_count': 343, 'streets_per_node_avg': 2.675990675990676, 'streets_per_node_counts': {0: 0, 1: 86, 2: 2, 3: 306, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20046620046620048, 2: 0.004662004662004662, 3: 0.7132867132867133, 4: 0.08158508158508158}, 'edge_length_total': 116793.80200000011, 'edge_length_avg': 106.07974750227076, 'street_length_total': 58596.01400000003, 'street_length_avg': 105.57840360360366, 'street_segments_count': 555, 'node_density_km': 61.20780900156931, 'intersection_density_km': 48.93771209216381, 'edge_density_km': 16663.619406487436, 'street_density_km': 8360.218259126534, 'circuity_avg': 1.0766148581653894, 'self_loop_proportion': 0.012715712988192553, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0766148581653894\n", - "66\n", - "50071281.374364704\n", - "{'n': 12676, 'm': 36039, 'k_avg': 5.686178605238245, 'intersection_count': 10933, 'streets_per_node_avg': 3.0127800568002523, 'streets_per_node_counts': {0: 0, 1: 1743, 2: 13, 3: 7369, 4: 3450, 5: 92, 6: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1375039444619754, 2: 0.0010255601136005049, 3: 0.5813348059324708, 4: 0.27216787630167244, 5: 0.007257810034711265, 6: 0.0007100031555695803}, 'edge_length_total': 1799515.5040000225, 'edge_length_avg': 49.9324482921286, 'street_length_total': 940638.195000002, 'street_length_avg': 49.504667912215254, 'street_segments_count': 19001, 'node_density_km': 253.15908944343113, 'intersection_density_km': 218.3487160685573, 'edge_density_km': 35939.074347742404, 'street_density_km': 18785.9820875602, 'circuity_avg': 1.0674822790356715, 'self_loop_proportion': 0.0026637809040206445, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0674822790356715\n", - "67\n", - "12015761.149411121\n", - "{'n': 1587, 'm': 4578, 'k_avg': 5.76937618147448, 'intersection_count': 1418, 'streets_per_node_avg': 3.0245746691871456, 'streets_per_node_counts': {0: 0, 1: 169, 2: 1, 3: 1048, 4: 361, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10649023314429741, 2: 0.000630119722747322, 3: 0.6603654694391935, 4: 0.22747321991178324, 5: 0.004410838059231254, 6: 0.000630119722747322}, 'edge_length_total': 236555.74900000083, 'edge_length_avg': 51.67229117518585, 'street_length_total': 120650.4340000001, 'street_length_avg': 50.608403523489976, 'street_segments_count': 2384, 'node_density_km': 132.07652684389262, 'intersection_density_km': 118.01166670739744, 'edge_density_km': 19687.121444786222, 'street_density_km': 10041.01467229257, 'circuity_avg': 1.0718772795865543, 'self_loop_proportion': 0.0034949759720401923, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0718772795865543\n", - "68\n", - "21031394.82743902\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 311, 'm': 684, 'k_avg': 4.398713826366559, 'intersection_count': 222, 'streets_per_node_avg': 2.459807073954984, 'streets_per_node_counts': {0: 0, 1: 89, 2: 3, 3: 206, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2861736334405145, 2: 0.00964630225080386, 3: 0.662379421221865, 4: 0.04180064308681672}, 'edge_length_total': 165219.20200000014, 'edge_length_avg': 241.54854093567272, 'street_length_total': 94155.29999999999, 'street_length_avg': 260.81800554016615, 'street_segments_count': 361, 'node_density_km': 14.787416743004023, 'intersection_density_km': 10.555647964459464, 'edge_density_km': 7855.836636400532, 'street_density_km': 4476.892796342658, 'circuity_avg': 1.0990336550529909, 'self_loop_proportion': 0.008771929824561403, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0990336550529909\n", - "69\n", - "16035593.748061381\n", - "{'n': 4603, 'm': 12762, 'k_avg': 5.545079296111232, 'intersection_count': 3792, 'streets_per_node_avg': 2.9235281338257657, 'streets_per_node_counts': {0: 0, 1: 811, 2: 5, 3: 2529, 4: 1241, 5: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17618944166847708, 2: 0.0010862480990658267, 3: 0.5494242885074951, 4: 0.26960677818813816, 5: 0.0036932435368238104}, 'edge_length_total': 563626.1699999995, 'edge_length_avg': 44.16440761636103, 'street_length_total': 292851.5470000001, 'street_length_avg': 43.971703753753765, 'street_segments_count': 6660, 'node_density_km': 287.04892829780493, 'intersection_density_km': 236.47393788947997, 'edge_density_km': 35148.44407106154, 'street_density_km': 18262.59455066354, 'circuity_avg': 1.0643069528401716, 'self_loop_proportion': 0.001567152483936687, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0643069528401716\n", - "70\n", - "4005810.830674898\n", - "{'n': 517, 'm': 1275, 'k_avg': 4.932301740812379, 'intersection_count': 408, 'streets_per_node_avg': 2.6634429400386845, 'streets_per_node_counts': {0: 0, 1: 109, 2: 1, 3: 363, 4: 43, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21083172147001933, 2: 0.0019342359767891683, 3: 0.7021276595744681, 4: 0.08317214700193423, 5: 0.0019342359767891683}, 'edge_length_total': 86696.40400000014, 'edge_length_avg': 67.99717960784325, 'street_length_total': 44650.404, 'street_length_avg': 66.64239402985075, 'street_segments_count': 670, 'node_density_km': 129.06250990212035, 'intersection_density_km': 101.8520387622149, 'edge_density_km': 21642.660541060435, 'street_density_km': 11146.408526854302, 'circuity_avg': 1.0947384032661036, 'self_loop_proportion': 0.006274509803921568, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0947384032661036\n", - "71\n", - "10017148.636473943\n", - "{'n': 178, 'm': 414, 'k_avg': 4.651685393258427, 'intersection_count': 125, 'streets_per_node_avg': 2.4887640449438204, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 110, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29775280898876405, 2: 0.0, 3: 0.6179775280898876, 4: 0.08426966292134831}, 'edge_length_total': 55625.56800000005, 'edge_length_avg': 134.36127536231896, 'street_length_total': 27812.783999999996, 'street_length_avg': 134.36127536231882, 'street_segments_count': 207, 'node_density_km': 17.769527682945153, 'intersection_density_km': 12.47860090094463, 'edge_density_km': 5553.034103682859, 'street_density_km': 2776.5170518414266, 'circuity_avg': 1.130593509362006, 'self_loop_proportion': 0.01932367149758454, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.130593509362006\n", - "72\n", - "6011290.296603304\n", - "{'n': 523, 'm': 1317, 'k_avg': 5.036328871892925, 'intersection_count': 401, 'streets_per_node_avg': 2.661567877629063, 'streets_per_node_counts': {0: 0, 1: 122, 2: 0, 3: 334, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2332695984703633, 2: 0.0, 3: 0.638623326959847, 4: 0.12810707456978968}, 'edge_length_total': 89438.66299999999, 'edge_length_avg': 67.91090584662109, 'street_length_total': 45329.77500000004, 'street_length_avg': 66.36863103953154, 'street_segments_count': 683, 'node_density_km': 87.00295181144763, 'intersection_density_km': 66.70780817665488, 'edge_density_km': 14878.446820400197, 'street_density_km': 7540.7729062117905, 'circuity_avg': 1.0853186947434492, 'self_loop_proportion': 0.0030372057706909645, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0853186947434492\n", - "73\n", - "26046654.62949019\n", - "{'n': 5489, 'm': 15368, 'k_avg': 5.5995627618874115, 'intersection_count': 4574, 'streets_per_node_avg': 2.872654399708508, 'streets_per_node_counts': {0: 0, 1: 915, 2: 8, 3: 3445, 4: 1104, 5: 16, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16669703042448533, 2: 0.0014574603752960467, 3: 0.6276188741118601, 4: 0.20112953179085444, 5: 0.0029149207505920934, 6: 0.00018218254691200583}, 'edge_length_total': 764543.9260000027, 'edge_length_avg': 49.74908420093718, 'street_length_total': 389268.87300000037, 'street_length_avg': 49.55051845723019, 'street_segments_count': 7856, 'node_density_km': 210.7372358592769, 'intersection_density_km': 175.60796444167107, 'edge_density_km': 29352.864576104956, 'street_density_km': 14945.062179281467, 'circuity_avg': 1.082130432342801, 'self_loop_proportion': 0.003709005726184279, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.082130432342801\n", - "74\n", - "10013822.423546372\n", - "{'n': 880, 'm': 2316, 'k_avg': 5.263636363636364, 'intersection_count': 695, 'streets_per_node_avg': 2.7181818181818183, 'streets_per_node_counts': {0: 0, 1: 185, 2: 2, 3: 571, 4: 120, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21022727272727273, 2: 0.0022727272727272726, 3: 0.6488636363636363, 4: 0.13636363636363635, 5: 0.0022727272727272726}, 'edge_length_total': 193011.81000000003, 'edge_length_avg': 83.33843264248706, 'street_length_total': 97035.05099999999, 'street_length_avg': 82.79441211604095, 'street_segments_count': 1172, 'node_density_km': 87.87853057297875, 'intersection_density_km': 69.40406675934116, 'edge_density_km': 19274.538915944282, 'street_density_km': 9690.111018129603, 'circuity_avg': 1.1009663668265106, 'self_loop_proportion': 0.010362694300518135, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1009663668265106\n", - "75\n", - "15019662.23322817\n", - "{'n': 1482, 'm': 3688, 'k_avg': 4.9770580296896085, 'intersection_count': 1125, 'streets_per_node_avg': 2.6322537112010798, 'streets_per_node_counts': {0: 0, 1: 357, 2: 2, 3: 955, 4: 165, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2408906882591093, 2: 0.001349527665317139, 3: 0.6443994601889339, 4: 0.11133603238866396, 5: 0.0020242914979757085}, 'edge_length_total': 271759.58699999924, 'edge_length_avg': 73.68752359002148, 'street_length_total': 138750.27800000014, 'street_length_avg': 71.8913357512954, 'street_segments_count': 1930, 'node_density_km': 98.67066096342397, 'intersection_density_km': 74.90181753296353, 'edge_density_km': 18093.588442939978, 'street_density_km': 9237.909338136868, 'circuity_avg': 1.098016479519934, 'self_loop_proportion': 0.003796095444685466, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.098016479519934\n", - "76\n", - "6010775.790675046\n", - "{'n': 139, 'm': 349, 'k_avg': 5.0215827338129495, 'intersection_count': 100, 'streets_per_node_avg': 2.6258992805755397, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 76, 4: 22, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2805755395683453, 2: 0.0, 3: 0.5467625899280576, 4: 0.15827338129496402, 5: 0.014388489208633094}, 'edge_length_total': 41206.38300000003, 'edge_length_avg': 118.06986532951298, 'street_length_total': 20991.57499999999, 'street_length_avg': 119.27031249999995, 'street_segments_count': 176, 'node_density_km': 23.12513473146691, 'intersection_density_km': 16.6367875765949, 'edge_density_km': 6855.418407708118, 'street_density_km': 3492.3237417315995, 'circuity_avg': 1.1244887407479625, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1244887407479625\n", - "77\n", - "5009597.01712341\n", - "{'n': 197, 'm': 496, 'k_avg': 5.035532994923858, 'intersection_count': 156, 'streets_per_node_avg': 2.6903553299492384, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 136, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20812182741116753, 2: 0.0, 3: 0.6903553299492385, 4: 0.09644670050761421, 5: 0.005076142131979695}, 'edge_length_total': 60416.61699999999, 'edge_length_avg': 121.80769556451611, 'street_length_total': 30302.669000000005, 'street_length_avg': 120.72776494023907, 'street_segments_count': 251, 'node_density_km': 39.32452038090691, 'intersection_density_km': 31.140229337164865, 'edge_density_km': 12060.175058690085, 'street_density_km': 6048.923475565362, 'circuity_avg': 1.0640005154665715, 'self_loop_proportion': 0.008064516129032258, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0640005154665715\n", - "78\n", - "10014821.081747571\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 583, 'm': 1380, 'k_avg': 4.734133790737564, 'intersection_count': 453, 'streets_per_node_avg': 2.6346483704974273, 'streets_per_node_counts': {0: 0, 1: 130, 2: 1, 3: 404, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22298456260720412, 2: 0.0017152658662092624, 3: 0.692967409948542, 4: 0.0823327615780446}, 'edge_length_total': 137650.044, 'edge_length_avg': 99.74640869565216, 'street_length_total': 71743.52299999999, 'street_length_avg': 95.65803066666665, 'street_segments_count': 750, 'node_density_km': 58.2137209682699, 'intersection_density_km': 45.232959860422405, 'edge_density_km': 13744.633366528427, 'street_density_km': 7163.734869987397, 'circuity_avg': 1.0728693756996204, 'self_loop_proportion': 0.004347826086956522, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0728693756996204\n", - "79\n", - "33048237.174602948\n", - "{'n': 2965, 'm': 8539, 'k_avg': 5.759865092748735, 'intersection_count': 2551, 'streets_per_node_avg': 2.9655986509274874, 'streets_per_node_counts': {0: 0, 1: 414, 2: 4, 3: 1845, 4: 674, 5: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13962900505902193, 2: 0.0013490725126475548, 3: 0.6222596964586846, 4: 0.22731871838111298, 5: 0.009443507588532884}, 'edge_length_total': 718578.8219999983, 'edge_length_avg': 84.15257313502732, 'street_length_total': 364325.6299999999, 'street_length_avg': 83.63765610651971, 'street_segments_count': 4356, 'node_density_km': 89.71734208802387, 'intersection_density_km': 77.19019887573319, 'edge_density_km': 21743.332880466463, 'street_density_km': 11024.056383859966, 'circuity_avg': 1.084256447519796, 'self_loop_proportion': 0.0028106335636491394, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084256447519796\n", - "80\n", - "8010620.596476435\n", - "{'n': 975, 'm': 2575, 'k_avg': 5.282051282051282, 'intersection_count': 799, 'streets_per_node_avg': 2.836923076923077, 'streets_per_node_counts': {0: 0, 1: 176, 2: 3, 3: 603, 4: 190, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18051282051282053, 2: 0.003076923076923077, 3: 0.6184615384615385, 4: 0.19487179487179487, 5: 0.003076923076923077}, 'edge_length_total': 141786.99, 'edge_length_avg': 55.06290873786408, 'street_length_total': 73628.66400000012, 'street_length_avg': 53.74355036496359, 'street_segments_count': 1370, 'node_density_km': 121.71341636487756, 'intersection_density_km': 99.74258428260222, 'edge_density_km': 17699.875845120747, 'street_density_km': 9191.380756740191, 'circuity_avg': 1.0641162404152282, 'self_loop_proportion': 0.003495145631067961, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641162404152282\n", - "81\n", - "9015011.214692527\n", - "{'n': 213, 'm': 494, 'k_avg': 4.63849765258216, 'intersection_count': 164, 'streets_per_node_avg': 2.6338028169014085, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 144, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2300469483568075, 2: 0.0, 3: 0.676056338028169, 4: 0.09389671361502347}, 'edge_length_total': 73399.49799999996, 'edge_length_avg': 148.58197975708495, 'street_length_total': 38092.26399999998, 'street_length_avg': 143.20399999999992, 'street_segments_count': 266, 'node_density_km': 23.627258461182592, 'intersection_density_km': 18.191879754149976, 'edge_density_km': 8141.919766042507, 'street_density_km': 4225.426135678877, 'circuity_avg': 1.1674851974296034, 'self_loop_proportion': 0.008097165991902834, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1674851974296034\n", - "82\n", - "16021252.327844791\n", - "{'n': 3532, 'm': 9814, 'k_avg': 5.557191392978482, 'intersection_count': 2963, 'streets_per_node_avg': 2.886466591166478, 'streets_per_node_counts': {0: 0, 1: 569, 2: 10, 3: 2215, 4: 731, 5: 5, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16109852774631936, 2: 0.0028312570781426952, 3: 0.627123442808607, 4: 0.20696489241223104, 5: 0.0014156285390713476, 6: 0.0005662514156285391}, 'edge_length_total': 494424.0750000017, 'edge_length_avg': 50.379465559405105, 'street_length_total': 252483.70099999962, 'street_length_avg': 49.760287938509975, 'street_segments_count': 5074, 'node_density_km': 220.45717324240726, 'intersection_density_km': 184.9418472019402, 'edge_density_km': 30860.513577998965, 'street_density_km': 15759.298701087508, 'circuity_avg': 1.0676421602953903, 'self_loop_proportion': 0.0014265335235378032, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0676421602953903\n", - "83\n", - "9013599.94978655\n", - "{'n': 1129, 'm': 3066, 'k_avg': 5.431355181576617, 'intersection_count': 930, 'streets_per_node_avg': 2.8529672276350753, 'streets_per_node_counts': {0: 0, 1: 199, 2: 1, 3: 705, 4: 215, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1762621789193977, 2: 0.0008857395925597874, 3: 0.6244464127546502, 4: 0.1904340124003543, 5: 0.007971656333038087}, 'edge_length_total': 195210.77599999952, 'edge_length_avg': 63.66952902804942, 'street_length_total': 100065.4629999999, 'street_length_avg': 62.6583988728866, 'street_segments_count': 1597, 'node_density_km': 125.25517066316392, 'intersection_density_km': 103.17742136115363, 'edge_density_km': 21657.35966622551, 'street_density_km': 11101.609074892385, 'circuity_avg': 1.09181745026165, 'self_loop_proportion': 0.0019569471624266144, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.09181745026165\n", - "84\n", - "9012785.23188027\n", - "{'n': 249, 'm': 636, 'k_avg': 5.108433734939759, 'intersection_count': 193, 'streets_per_node_avg': 2.6345381526104417, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 174, 4: 17, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2248995983935743, 2: 0.0, 3: 0.6987951807228916, 4: 0.06827309236947791, 5: 0.008032128514056224}, 'edge_length_total': 101628.76199999987, 'edge_length_avg': 159.79365094339602, 'street_length_total': 50814.38100000001, 'street_length_avg': 159.79365094339624, 'street_segments_count': 318, 'node_density_km': 27.62741967036232, 'intersection_density_km': 21.4140240818471, 'edge_density_km': 11276.066097804687, 'street_density_km': 5638.033048902352, 'circuity_avg': 1.0899707546585107, 'self_loop_proportion': 0.0031446540880503146, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0899707546585107\n", - "85\n", - "8015000.04694234\n", - "{'n': 174, 'm': 504, 'k_avg': 5.793103448275862, 'intersection_count': 142, 'streets_per_node_avg': 2.9482758620689653, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 87, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1839080459770115, 2: 0.0, 3: 0.5, 4: 0.3160919540229885}, 'edge_length_total': 91968.31400000006, 'edge_length_avg': 182.4768134920636, 'street_length_total': 45984.15700000003, 'street_length_avg': 182.4768134920636, 'street_segments_count': 252, 'node_density_km': 21.70929494459325, 'intersection_density_km': 17.71678093179449, 'edge_density_km': 11474.52444932739, 'street_density_km': 5737.262224663695, 'circuity_avg': 1.0333492235833088, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0333492235833088\n", - "86\n", - "15020966.379659573\n", - "{'n': 1205, 'm': 3217, 'k_avg': 5.339419087136929, 'intersection_count': 959, 'streets_per_node_avg': 2.7435684647302905, 'streets_per_node_counts': {0: 0, 1: 246, 2: 2, 3: 773, 4: 183, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.204149377593361, 2: 0.0016597510373443983, 3: 0.64149377593361, 4: 0.15186721991701244, 5: 0.0008298755186721991}, 'edge_length_total': 283315.29600000026, 'edge_length_avg': 88.06816785825312, 'street_length_total': 143099.21, 'street_length_avg': 88.11527709359605, 'street_segments_count': 1624, 'node_density_km': 80.22120345277742, 'intersection_density_km': 63.84409469810252, 'edge_density_km': 18861.32282298745, 'street_density_km': 9526.631401943336, 'circuity_avg': 1.086300963337926, 'self_loop_proportion': 0.007460366801367734, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.086300963337926\n", - "87\n", - "9012805.233500473\n", - "{'n': 992, 'm': 2772, 'k_avg': 5.588709677419355, 'intersection_count': 805, 'streets_per_node_avg': 2.876008064516129, 'streets_per_node_counts': {0: 0, 1: 187, 2: 0, 3: 558, 4: 245, 5: 1, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18850806451612903, 2: 0.0, 3: 0.5625, 4: 0.2469758064516129, 5: 0.0010080645161290322, 6: 0.0, 7: 0.0010080645161290322}, 'edge_length_total': 217448.51999999984, 'edge_length_avg': 78.44463203463198, 'street_length_total': 108951.11599999988, 'street_length_avg': 77.93355937052924, 'street_segments_count': 1398, 'node_density_km': 110.06562044775468, 'intersection_density_km': 89.31736336738157, 'edge_density_km': 24126.61922303022, 'street_density_km': 12088.480021184756, 'circuity_avg': 1.0555653164633316, 'self_loop_proportion': 0.0036075036075036075, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0555653164633316\n", - "88\n", - "14020678.281863542\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3980, 'm': 10964, 'k_avg': 5.509547738693468, 'intersection_count': 3273, 'streets_per_node_avg': 2.850251256281407, 'streets_per_node_counts': {0: 0, 1: 707, 2: 7, 3: 2459, 4: 792, 5: 12, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17763819095477387, 2: 0.0017587939698492463, 3: 0.6178391959798994, 4: 0.19899497487437187, 5: 0.003015075376884422, 6: 0.0007537688442211055}, 'edge_length_total': 491431.3280000015, 'edge_length_avg': 44.82226632615847, 'street_length_total': 250745.77300000103, 'street_length_avg': 44.395498052408115, 'street_segments_count': 5648, 'node_density_km': 283.8664378419075, 'intersection_density_km': 233.4409173508953, 'edge_density_km': 35050.46746816042, 'street_density_km': 17883.99733302157, 'circuity_avg': 1.081741639304997, 'self_loop_proportion': 0.0023713973002553812, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.081741639304997\n", - "89\n", - "11018603.648791842\n", - "{'n': 1528, 'm': 3983, 'k_avg': 5.213350785340314, 'intersection_count': 1210, 'streets_per_node_avg': 2.766361256544503, 'streets_per_node_counts': {0: 0, 1: 318, 2: 2, 3: 930, 4: 275, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2081151832460733, 2: 0.0013089005235602095, 3: 0.6086387434554974, 4: 0.1799738219895288, 5: 0.001963350785340314}, 'edge_length_total': 216813.55300000013, 'edge_length_avg': 54.43473587747932, 'street_length_total': 111368.08599999978, 'street_length_avg': 53.26068197034901, 'street_segments_count': 2091, 'node_density_km': 138.674558837366, 'intersection_density_km': 109.8142776133592, 'edge_density_km': 19677.044379736184, 'street_density_km': 10107.277614274743, 'circuity_avg': 1.0799237043099084, 'self_loop_proportion': 0.0025106703489831783, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0799237043099084\n", - "90\n", - "20033587.073915012\n", - "{'n': 1770, 'm': 4612, 'k_avg': 5.211299435028248, 'intersection_count': 1477, 'streets_per_node_avg': 2.859322033898305, 'streets_per_node_counts': {0: 0, 1: 293, 2: 14, 3: 1128, 4: 323, 5: 8, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1655367231638418, 2: 0.007909604519774011, 3: 0.6372881355932203, 4: 0.1824858757062147, 5: 0.004519774011299435, 6: 0.0022598870056497176}, 'edge_length_total': 364114.72899999924, 'edge_length_avg': 78.9494208586295, 'street_length_total': 191373.03100000005, 'street_length_avg': 76.36593415802076, 'street_segments_count': 2506, 'node_density_km': 88.35162636973043, 'intersection_density_km': 73.72618765428916, 'edge_density_km': 18175.213837470947, 'street_density_km': 9552.609340200475, 'circuity_avg': 1.064066701505388, 'self_loop_proportion': 0.004553339115351257, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064066701505388\n", - "91\n", - "7014066.649084153\n", - "{'n': 400, 'm': 1112, 'k_avg': 5.56, 'intersection_count': 330, 'streets_per_node_avg': 2.855, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 248, 4: 82}, 'streets_per_node_proportion': {0: 0.0, 1: 0.175, 2: 0.0, 3: 0.62, 4: 0.205}, 'edge_length_total': 125879.77100000014, 'edge_length_avg': 113.20123291366919, 'street_length_total': 63213.70800000005, 'street_length_avg': 112.88162142857152, 'street_segments_count': 560, 'node_density_km': 57.028257644547644, 'intersection_density_km': 47.04831255675181, 'edge_density_km': 17946.760032061662, 'street_density_km': 9012.419066228014, 'circuity_avg': 1.082619666336348, 'self_loop_proportion': 0.00539568345323741, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.082619666336348\n", - "92\n", - "8010337.103508602\n", - "{'n': 586, 'm': 1638, 'k_avg': 5.590443686006826, 'intersection_count': 492, 'streets_per_node_avg': 2.909556313993174, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 360, 4: 129, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16040955631399317, 2: 0.0, 3: 0.6143344709897611, 4: 0.22013651877133106, 5: 0.005119453924914676}, 'edge_length_total': 125506.10300000025, 'edge_length_avg': 76.62155250305265, 'street_length_total': 63873.717999999935, 'street_length_avg': 76.22162052505959, 'street_segments_count': 838, 'node_density_km': 73.15547303787334, 'intersection_density_km': 61.42063606592779, 'edge_density_km': 15668.017634991591, 'street_density_km': 7973.91135661727, 'circuity_avg': 1.0911784420752428, 'self_loop_proportion': 0.0030525030525030525, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0911784420752428\n", - "93\n", - "10013168.122777408\n", - "{'n': 1294, 'm': 3477, 'k_avg': 5.37403400309119, 'intersection_count': 1049, 'streets_per_node_avg': 2.8199381761978364, 'streets_per_node_counts': {0: 0, 1: 245, 2: 0, 3: 799, 4: 243, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1893353941267388, 2: 0.0, 3: 0.6174652241112828, 4: 0.18778979907264295, 5: 0.005409582689335394}, 'edge_length_total': 238395.3459999995, 'edge_length_avg': 68.56351624964034, 'street_length_total': 121458.63300000006, 'street_length_avg': 68.77612287655722, 'street_segments_count': 1766, 'node_density_km': 129.229828575082, 'intersection_density_km': 104.76204804888795, 'edge_density_km': 23808.1836914044, 'street_density_km': 12129.890511247144, 'circuity_avg': 1.0725935661355201, 'self_loop_proportion': 0.004026459591601955, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0725935661355201\n", - "94\n", - "6007598.053865532\n", - "{'n': 1275, 'm': 3436, 'k_avg': 5.389803921568627, 'intersection_count': 1064, 'streets_per_node_avg': 2.891764705882353, 'streets_per_node_counts': {0: 0, 1: 211, 2: 1, 3: 780, 4: 281, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16549019607843138, 2: 0.000784313725490196, 3: 0.611764705882353, 4: 0.2203921568627451, 5: 0.001568627450980392}, 'edge_length_total': 169179.68199999997, 'edge_length_avg': 49.237392898719435, 'street_length_total': 88039.01599999995, 'street_length_avg': 48.45295321959271, 'street_segments_count': 1817, 'node_density_km': 212.23124259779885, 'intersection_density_km': 177.10905264631998, 'edge_density_km': 28160.95226130232, 'street_density_km': 14654.611578641163, 'circuity_avg': 1.072013282229318, 'self_loop_proportion': 0.004947613504074505, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072013282229318\n", - "95\n", - "25047701.79376698\n", - "{'n': 4100, 'm': 11585, 'k_avg': 5.651219512195122, 'intersection_count': 3572, 'streets_per_node_avg': 2.9787804878048783, 'streets_per_node_counts': {0: 0, 1: 528, 2: 2, 3: 2616, 4: 937, 5: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12878048780487805, 2: 0.0004878048780487805, 3: 0.6380487804878049, 4: 0.22853658536585367, 5: 0.004146341463414634}, 'edge_length_total': 615197.6940000004, 'edge_length_avg': 53.102951575312936, 'street_length_total': 316136.48799999914, 'street_length_avg': 52.05606586530531, 'street_segments_count': 6073, 'node_density_km': 163.68767217678504, 'intersection_density_km': 142.6078939062137, 'edge_density_km': 24561.043526679558, 'street_density_km': 12621.37702704, 'circuity_avg': 1.0546011874340586, 'self_loop_proportion': 0.0015537332757876565, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0546011874340586\n", - "96\n", - "7013005.5465834\n", - "{'n': 243, 'm': 631, 'k_avg': 5.193415637860082, 'intersection_count': 203, 'streets_per_node_avg': 2.7818930041152266, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 176, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1646090534979424, 2: 0.0, 3: 0.7242798353909465, 4: 0.1111111111111111}, 'edge_length_total': 76058.54399999985, 'edge_length_avg': 120.53651980982544, 'street_length_total': 38405.68899999999, 'street_length_avg': 116.38087575757574, 'street_segments_count': 330, 'node_density_km': 34.64990842883118, 'intersection_density_km': 28.946219798570905, 'edge_density_km': 10845.356316173753, 'street_density_km': 5476.352292165303, 'circuity_avg': 1.0557744240593188, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557744240593188\n", - "97\n", - "13022049.658841718\n", - "{'n': 420, 'm': 1064, 'k_avg': 5.066666666666666, 'intersection_count': 356, 'streets_per_node_avg': 2.795238095238095, 'streets_per_node_counts': {0: 0, 1: 64, 2: 4, 3: 306, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1523809523809524, 2: 0.009523809523809525, 3: 0.7285714285714285, 4: 0.10952380952380952}, 'edge_length_total': 109963.73800000003, 'edge_length_avg': 103.34937781954889, 'street_length_total': 56825.31600000003, 'street_length_avg': 98.4840831889082, 'street_segments_count': 577, 'node_density_km': 32.25298712594205, 'intersection_density_km': 27.338246230560404, 'edge_density_km': 8444.426252463012, 'street_density_km': 4363.776631846642, 'circuity_avg': 1.0970446583412685, 'self_loop_proportion': 0.0037593984962406013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0970446583412685\n", - "98\n", - "8012329.750815194\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 154, 'm': 374, 'k_avg': 4.857142857142857, 'intersection_count': 120, 'streets_per_node_avg': 2.590909090909091, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 115, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22077922077922077, 2: 0.0, 3: 0.7467532467532467, 4: 0.032467532467532464}, 'edge_length_total': 48317.95599999998, 'edge_length_avg': 129.19239572192507, 'street_length_total': 24531.47300000001, 'street_length_avg': 128.4370314136126, 'street_segments_count': 191, 'node_density_km': 19.220377192330567, 'intersection_density_km': 14.976917292725116, 'edge_density_km': 6030.450256379424, 'street_density_km': 3061.715351580995, 'circuity_avg': 1.0749960191955181, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0749960191955181\n", - "99\n", - "30039562.464859273\n", - "{'n': 3181, 'm': 8872, 'k_avg': 5.578120088022635, 'intersection_count': 2711, 'streets_per_node_avg': 2.960389814523735, 'streets_per_node_counts': {0: 0, 1: 470, 2: 3, 3: 1919, 4: 763, 5: 24, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14775227915749764, 2: 0.0009430996541967935, 3: 0.6032694121345489, 4: 0.23986167871738448, 5: 0.007544797233574348, 6: 0.0006287331027978623}, 'edge_length_total': 435535.44199999794, 'edge_length_avg': 49.09101014427389, 'street_length_total': 227656.62500000026, 'street_length_avg': 48.62379859034606, 'street_segments_count': 4682, 'node_density_km': 105.89368615875085, 'intersection_density_km': 90.24765268040665, 'edge_density_km': 14498.7278862498, 'street_density_km': 7578.5599496103305, 'circuity_avg': 1.050682306697203, 'self_loop_proportion': 0.001690712353471596, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050682306697203\n", - "100\n", - "8010019.370820949\n", - "{'n': 1629, 'm': 4289, 'k_avg': 5.265807243707796, 'intersection_count': 1275, 'streets_per_node_avg': 2.7704112952731736, 'streets_per_node_counts': {0: 0, 1: 354, 2: 2, 3: 941, 4: 328, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21731123388581952, 2: 0.0012277470841006752, 3: 0.5776550030693677, 4: 0.20135052179251076, 5: 0.0024554941682013503}, 'edge_length_total': 211569.64299999963, 'edge_length_avg': 49.328431569130245, 'street_length_total': 108381.298, 'street_length_avg': 48.73259802158273, 'street_segments_count': 2224, 'node_density_km': 203.37029470042884, 'intersection_density_km': 159.1756450233559, 'edge_density_km': 26413.12501324398, 'street_density_km': 13530.716092249846, 'circuity_avg': 1.0716598324122755, 'self_loop_proportion': 0.002797854977850315, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0716598324122755\n", - "101\n", - "8010877.203589735\n", - "{'n': 875, 'm': 2362, 'k_avg': 5.398857142857143, 'intersection_count': 734, 'streets_per_node_avg': 2.9051428571428572, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 539, 4: 191, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16114285714285714, 2: 0.0, 3: 0.616, 4: 0.21828571428571428, 5: 0.004571428571428572}, 'edge_length_total': 147818.65400000036, 'edge_length_avg': 62.58198729889939, 'street_length_total': 76004.00900000002, 'street_length_avg': 60.80320720000002, 'street_segments_count': 1250, 'node_density_km': 109.22649015365083, 'intersection_density_km': 91.62542145460539, 'edge_density_km': 18452.24314932224, 'street_density_km': 9487.601303630276, 'circuity_avg': 1.0754568481396747, 'self_loop_proportion': 0.0059271803556308214, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0754568481396747\n", - "102\n", - "8016637.447016137\n", - "{'n': 185, 'm': 470, 'k_avg': 5.081081081081081, 'intersection_count': 148, 'streets_per_node_avg': 2.735135135135135, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 123, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.6648648648648648, 4: 0.13513513513513514}, 'edge_length_total': 84508.46999999994, 'edge_length_avg': 179.8052553191488, 'street_length_total': 42254.235, 'street_length_avg': 179.80525531914893, 'street_segments_count': 235, 'node_density_km': 23.077007189449315, 'intersection_density_km': 18.461605751559453, 'edge_density_km': 10541.635512212759, 'street_density_km': 5270.817756106383, 'circuity_avg': 1.0499940240523857, 'self_loop_proportion': 0.00851063829787234, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0499940240523857\n", - "103\n", - "4008105.4945848924\n", - "{'n': 263, 'm': 658, 'k_avg': 5.003802281368821, 'intersection_count': 214, 'streets_per_node_avg': 2.7338403041825097, 'streets_per_node_counts': {0: 0, 1: 49, 2: 1, 3: 184, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18631178707224336, 2: 0.0038022813688212928, 3: 0.6996197718631179, 4: 0.11026615969581749}, 'edge_length_total': 63440.948, 'edge_length_avg': 96.41481458966565, 'street_length_total': 32652.63399999998, 'street_length_avg': 94.64531594202893, 'street_segments_count': 345, 'node_density_km': 65.6170353687854, 'intersection_density_km': 53.39180824684439, 'edge_density_km': 15828.163227168347, 'street_density_km': 8146.650342441078, 'circuity_avg': 1.04568900600521, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04568900600521\n", - "104\n", - "64099907.76837445\n", - "{'n': 9736, 'm': 27914, 'k_avg': 5.7341824157765, 'intersection_count': 8282, 'streets_per_node_avg': 2.926972062448644, 'streets_per_node_counts': {0: 0, 1: 1454, 2: 6, 3: 6183, 4: 2002, 5: 76, 6: 11, 7: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14934264585045193, 2: 0.0006162695152013147, 3: 0.6350657354149548, 4: 0.20562859490550534, 5: 0.0078060805258833195, 6: 0.0011298274445357436, 7: 0.0004108463434675431}, 'edge_length_total': 1535930.4650000245, 'edge_length_avg': 55.02366070788939, 'street_length_total': 777566.3160000005, 'street_length_avg': 54.885742641349644, 'street_segments_count': 14167, 'node_density_km': 151.88789405409312, 'intersection_density_km': 129.20455408340175, 'edge_density_km': 23961.508190466076, 'street_density_km': 12130.537204667171, 'circuity_avg': 1.0511100128239939, 'self_loop_proportion': 0.001074729526402522, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0511100128239939\n", - "105\n", - "10014988.877523769\n", - "{'n': 305, 'm': 836, 'k_avg': 5.481967213114754, 'intersection_count': 252, 'streets_per_node_avg': 2.859016393442623, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 189, 4: 63}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1737704918032787, 2: 0.0, 3: 0.6196721311475409, 4: 0.20655737704918034}, 'edge_length_total': 127942.15999999996, 'edge_length_avg': 153.04086124401908, 'street_length_total': 63971.08000000004, 'street_length_avg': 153.04086124401923, 'street_segments_count': 418, 'node_density_km': 30.454352344264613, 'intersection_density_km': 25.162284559851418, 'edge_density_km': 12775.067607627137, 'street_density_km': 6387.533803813575, 'circuity_avg': 1.0165077561043705, 'self_loop_proportion': 0.0023923444976076554, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0165077561043705\n", - "106\n", - "10011562.142572446\n", - "{'n': 518, 'm': 1271, 'k_avg': 4.9073359073359075, 'intersection_count': 422, 'streets_per_node_avg': 2.723938223938224, 'streets_per_node_counts': {0: 0, 1: 96, 2: 3, 3: 367, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18532818532818532, 2: 0.005791505791505791, 3: 0.7084942084942085, 4: 0.10038610038610038}, 'edge_length_total': 126852.8000000002, 'edge_length_avg': 99.80550747442975, 'street_length_total': 66100.55400000003, 'street_length_avg': 96.7797276720352, 'street_segments_count': 683, 'node_density_km': 51.74017726936879, 'intersection_density_km': 42.15126410747805, 'edge_density_km': 12670.630036903081, 'street_density_km': 6602.421586029896, 'circuity_avg': 1.0829280465247466, 'self_loop_proportion': 0.004720692368214005, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0829280465247466\n", - "107\n", - "15018972.010001965\n", - "{'n': 1221, 'm': 3079, 'k_avg': 5.0434070434070435, 'intersection_count': 974, 'streets_per_node_avg': 2.7125307125307123, 'streets_per_node_counts': {0: 0, 1: 247, 2: 3, 3: 833, 4: 132, 5: 5, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2022932022932023, 2: 0.002457002457002457, 3: 0.6822276822276823, 4: 0.10810810810810811, 5: 0.004095004095004095, 6: 0.0, 7: 0.000819000819000819}, 'edge_length_total': 259209.11399999965, 'edge_length_avg': 84.18613640792454, 'street_length_total': 134025.70100000023, 'street_length_avg': 82.02307282741752, 'street_segments_count': 1634, 'node_density_km': 81.29717527849898, 'intersection_density_km': 64.85130935401966, 'edge_density_km': 17258.778685210807, 'street_density_km': 8923.759955790922, 'circuity_avg': 1.0915691828020169, 'self_loop_proportion': 0.007794738551477752, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0915691828020169\n", - "108\n", - "129255795.36559546\n", - "error with entry 108\n", - "109\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10016413.55576403\n", - "{'n': 508, 'm': 1441, 'k_avg': 5.673228346456693, 'intersection_count': 449, 'streets_per_node_avg': 2.968503937007874, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 348, 4: 100, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11614173228346457, 2: 0.0, 3: 0.6850393700787402, 4: 0.1968503937007874, 5: 0.001968503937007874}, 'edge_length_total': 169330.75499999963, 'edge_length_avg': 117.50919847328218, 'street_length_total': 86560.01900000004, 'street_length_avg': 117.60872146739136, 'street_segments_count': 736, 'node_density_km': 50.716755770099674, 'intersection_density_km': 44.826423899162904, 'edge_density_km': 16905.327845869222, 'street_density_km': 8641.817604484626, 'circuity_avg': 1.0661921953173064, 'self_loop_proportion': 0.0034698126301179735, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0661921953173064\n", - "110\n", - "12015777.78172398\n", - "{'n': 340, 'm': 1062, 'k_avg': 6.247058823529412, 'intersection_count': 302, 'streets_per_node_avg': 3.223529411764706, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 150, 4: 152}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11176470588235295, 2: 0.0, 3: 0.4411764705882353, 4: 0.4470588235294118}, 'edge_length_total': 187473.49599999998, 'edge_length_avg': 176.5287156308851, 'street_length_total': 93736.74800000007, 'street_length_avg': 176.52871563088524, 'street_segments_count': 531, 'node_density_km': 28.296129154214274, 'intersection_density_km': 25.13362060168444, 'edge_density_km': 15602.277222964918, 'street_density_km': 7801.138611482465, 'circuity_avg': 1.0222742432220266, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0222742432220266\n", - "111\n", - "5006238.849315633\n", - "{'n': 257, 'm': 631, 'k_avg': 4.910505836575876, 'intersection_count': 203, 'streets_per_node_avg': 2.649805447470817, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 185, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21011673151750973, 2: 0.0, 3: 0.7198443579766537, 4: 0.07003891050583658}, 'edge_length_total': 64705.96800000001, 'edge_length_avg': 102.54511568938194, 'street_length_total': 33078.763000000006, 'street_length_avg': 101.46859815950923, 'street_segments_count': 326, 'node_density_km': 51.335944555488524, 'intersection_density_km': 40.54940367612518, 'edge_density_km': 12925.066092051422, 'street_density_km': 6607.507950708738, 'circuity_avg': 1.0704366190866084, 'self_loop_proportion': 0.01584786053882726, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0704366190866084\n", - "112\n", - "6010437.201664206\n", - "{'n': 237, 'm': 628, 'k_avg': 5.29957805907173, 'intersection_count': 203, 'streets_per_node_avg': 2.8227848101265822, 'streets_per_node_counts': {0: 0, 1: 34, 2: 1, 3: 176, 4: 25, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14345991561181434, 2: 0.004219409282700422, 3: 0.7426160337552743, 4: 0.10548523206751055, 5: 0.004219409282700422}, 'edge_length_total': 60579.636000000035, 'edge_length_avg': 96.4643885350319, 'street_length_total': 30700.657000000003, 'street_length_avg': 95.34365527950311, 'street_segments_count': 322, 'node_density_km': 39.43140774091742, 'intersection_density_km': 33.774581313950364, 'edge_density_km': 10079.073113554266, 'street_density_km': 5107.890818907387, 'circuity_avg': 1.0706426305592789, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0706426305592789\n", - "113\n", - "317406140.69850606\n", - "{'n': 134816, 'm': 393424, 'k_avg': 5.836458580583907, 'intersection_count': 117871, 'streets_per_node_avg': 3.0165929859957274, 'streets_per_node_counts': {0: 0, 1: 16945, 2: 155, 3: 83442, 4: 32516, 5: 1543, 6: 194, 7: 14, 8: 5, 9: 0, 10: 0, 11: 1, 12: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12568982910040352, 2: 0.0011497151673391882, 3: 0.6189324709233326, 4: 0.24118798955613577, 5: 0.011445229052931404, 6: 0.0014389983384761453, 7: 0.00010384524092095894, 8: 3.708758604319962e-05, 9: 0.0, 10: 0.0, 11: 7.417517208639924e-06, 12: 7.417517208639924e-06}, 'edge_length_total': 17234752.753000405, 'edge_length_avg': 43.80707011519481, 'street_length_total': 9039461.291, 'street_length_avg': 44.52475995586663, 'street_segments_count': 203021, 'node_density_km': 424.74288526149655, 'intersection_density_km': 371.35702460136673, 'edge_density_km': 54298.7376207417, 'street_density_km': 28479.163229505044, 'circuity_avg': 1.0663036884261277, 'self_loop_proportion': 0.002523994469071536, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0663036884261277\n", - "114\n", - "6010695.565293191\n", - "{'n': 446, 'm': 1212, 'k_avg': 5.434977578475336, 'intersection_count': 363, 'streets_per_node_avg': 2.818385650224215, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 284, 4: 73, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1860986547085202, 2: 0.0, 3: 0.6367713004484304, 4: 0.16367713004484305, 5: 0.013452914798206279}, 'edge_length_total': 115927.99800000008, 'edge_length_avg': 95.6501633663367, 'street_length_total': 57963.99899999999, 'street_length_avg': 95.65016336633661, 'street_segments_count': 606, 'node_density_km': 74.20106294773639, 'intersection_density_km': 60.39234495522042, 'edge_density_km': 19286.95219058983, 'street_density_km': 9643.476095294905, 'circuity_avg': 1.0735944316667763, 'self_loop_proportion': 0.0049504950495049506, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0735944316667763\n", - "115\n", - "23032906.061079003\n", - "{'n': 8042, 'm': 22873, 'k_avg': 5.688385973638399, 'intersection_count': 6895, 'streets_per_node_avg': 2.9477741855259887, 'streets_per_node_counts': {0: 0, 1: 1147, 2: 15, 3: 5022, 4: 1829, 5: 27, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14262621238497886, 2: 0.0018652076597861229, 3: 0.624471524496394, 4: 0.22743098731658792, 5: 0.0033573737876150212, 6: 0.0002486943546381497}, 'edge_length_total': 900075.2400000106, 'edge_length_avg': 39.350991999300945, 'street_length_total': 467436.89899999864, 'street_length_avg': 39.653622242958825, 'street_segments_count': 11788, 'node_density_km': 349.1526418192348, 'intersection_density_km': 299.3543229723482, 'edge_density_km': 39077.79754813299, 'street_density_km': 20294.30840209405, 'circuity_avg': 1.0720183366158347, 'self_loop_proportion': 0.001486468762296157, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0720183366158347\n", - "116\n", - "12016415.942598108\n", - "{'n': 379, 'm': 1054, 'k_avg': 5.562005277044855, 'intersection_count': 320, 'streets_per_node_avg': 2.87598944591029, 'streets_per_node_counts': {0: 0, 1: 59, 2: 1, 3: 248, 4: 70, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15567282321899736, 2: 0.002638522427440633, 3: 0.6543535620052771, 4: 0.18469656992084432, 5: 0.002638522427440633}, 'edge_length_total': 157520.4499999998, 'edge_length_avg': 149.45014231499033, 'street_length_total': 78853.52199999997, 'street_length_avg': 149.0614782608695, 'street_segments_count': 529, 'node_density_km': 31.540186509061137, 'intersection_density_km': 26.630236630341855, 'edge_density_km': 13108.771430056024, 'street_density_km': 6562.149843737083, 'circuity_avg': 1.038205475564227, 'self_loop_proportion': 0.003795066413662239, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038205475564227\n", - "117\n", - "8017346.874391932\n", - "{'n': 454, 'm': 1176, 'k_avg': 5.180616740088106, 'intersection_count': 372, 'streets_per_node_avg': 2.748898678414097, 'streets_per_node_counts': {0: 0, 1: 82, 2: 1, 3: 321, 4: 49, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18061674008810572, 2: 0.0022026431718061676, 3: 0.7070484581497798, 4: 0.10792951541850221, 5: 0.0022026431718061676}, 'edge_length_total': 119995.80700000022, 'edge_length_avg': 102.03725085034033, 'street_length_total': 61032.94700000004, 'street_length_avg': 101.21550082918746, 'street_segments_count': 603, 'node_density_km': 56.62721185859047, 'intersection_density_km': 46.39938945241334, 'edge_density_km': 14967.02199368182, 'street_density_km': 7612.611498068559, 'circuity_avg': 1.0537923214676772, 'self_loop_proportion': 0.003401360544217687, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0537923214676772\n", - "118\n", - "7008947.586470536\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 852, 'm': 2299, 'k_avg': 5.396713615023474, 'intersection_count': 734, 'streets_per_node_avg': 2.9295774647887325, 'streets_per_node_counts': {0: 0, 1: 118, 2: 3, 3: 558, 4: 167, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13849765258215962, 2: 0.0035211267605633804, 3: 0.6549295774647887, 4: 0.1960093896713615, 5: 0.007042253521126761}, 'edge_length_total': 159218.64600000036, 'edge_length_avg': 69.25560939538946, 'street_length_total': 82273.28300000001, 'street_length_avg': 67.05239038304809, 'street_segments_count': 1227, 'node_density_km': 121.55890588262164, 'intersection_density_km': 104.72328276742287, 'edge_density_km': 22716.484042103868, 'street_density_km': 11738.32190710246, 'circuity_avg': 1.0850797253883055, 'self_loop_proportion': 0.0026098303610265334, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0850797253883055\n", - "119\n", - "5006465.3136869045\n", - "{'n': 1098, 'm': 3061, 'k_avg': 5.575591985428051, 'intersection_count': 938, 'streets_per_node_avg': 2.9271402550091077, 'streets_per_node_counts': {0: 0, 1: 160, 2: 1, 3: 705, 4: 224, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14571948998178508, 2: 0.0009107468123861566, 3: 0.6420765027322405, 4: 0.2040072859744991, 5: 0.006375227686703097, 6: 0.0009107468123861566}, 'edge_length_total': 157851.4520000002, 'edge_length_avg': 51.56858934988572, 'street_length_total': 81022.71299999999, 'street_length_avg': 50.89366394472361, 'street_segments_count': 1592, 'node_density_km': 219.3164101223746, 'intersection_density_km': 187.35773469470618, 'edge_density_km': 31529.520751588683, 'street_density_km': 16183.616168975821, 'circuity_avg': 1.0700919180363002, 'self_loop_proportion': 0.003920287487749101, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0700919180363002\n", - "120\n", - "67083372.85596604\n", - "{'n': 17398, 'm': 47193, 'k_avg': 5.425106334061386, 'intersection_count': 14216, 'streets_per_node_avg': 2.8874583285435107, 'streets_per_node_counts': {0: 0, 1: 3182, 2: 24, 3: 9896, 4: 4172, 5: 114, 6: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18289458558454993, 2: 0.0013794689044717783, 3: 0.56880101161053, 4: 0.2397976778940108, 5: 0.006552477296240947, 6: 0.0005747787101965744}, 'edge_length_total': 2336154.572999999, 'edge_length_avg': 49.50214169474284, 'street_length_total': 1239593.2719999973, 'street_length_avg': 49.57183363992631, 'street_segments_count': 25006, 'node_density_km': 259.3489155256855, 'intersection_density_km': 211.91540309881282, 'edge_density_km': 34824.64392504429, 'street_density_km': 18478.398136920074, 'circuity_avg': 1.0712017651826231, 'self_loop_proportion': 0.002754645816116797, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0712017651826231\n", - "121\n", - "8010384.568106106\n", - "{'n': 394, 'm': 1063, 'k_avg': 5.395939086294416, 'intersection_count': 332, 'streets_per_node_avg': 2.8756345177664975, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 259, 4: 71, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15736040609137056, 2: 0.0, 3: 0.6573604060913706, 4: 0.1802030456852792, 5: 0.005076142131979695}, 'edge_length_total': 140479.8409999999, 'edge_length_avg': 132.15413076199425, 'street_length_total': 72009.98200000002, 'street_length_avg': 131.88641391941394, 'street_segments_count': 546, 'node_density_km': 49.18615288069164, 'intersection_density_km': 41.44619988931377, 'edge_density_km': 17537.215573810274, 'street_density_km': 8989.578638547853, 'circuity_avg': 1.056161639447683, 'self_loop_proportion': 0.0018814675446848542, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056161639447683\n", - "122\n", - "6009677.5091030095\n", - "{'n': 1272, 'm': 3570, 'k_avg': 5.613207547169812, 'intersection_count': 1062, 'streets_per_node_avg': 2.9426100628930816, 'streets_per_node_counts': {0: 0, 1: 210, 2: 0, 3: 716, 4: 345, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1650943396226415, 2: 0.0, 3: 0.5628930817610063, 4: 0.27122641509433965, 5: 0.0007861635220125787}, 'edge_length_total': 168468.23500000013, 'edge_length_avg': 47.18998179271713, 'street_length_total': 85675.47100000005, 'street_length_avg': 46.21114940668827, 'street_segments_count': 1854, 'node_density_km': 211.6586119759787, 'intersection_density_km': 176.71497320635956, 'edge_density_km': 28032.82451426338, 'street_density_km': 14256.251000195145, 'circuity_avg': 1.1087464398636946, 'self_loop_proportion': 0.0005602240896358543, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1087464398636946\n", - "123\n", - "11013508.907431489\n", - "{'n': 1134, 'm': 3075, 'k_avg': 5.423280423280423, 'intersection_count': 925, 'streets_per_node_avg': 2.818342151675485, 'streets_per_node_counts': {0: 0, 1: 209, 2: 3, 3: 712, 4: 205, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18430335097001763, 2: 0.0026455026455026454, 3: 0.6278659611992945, 4: 0.18077601410934743, 5: 0.004409171075837742}, 'edge_length_total': 262070.96700000027, 'edge_length_avg': 85.2263307317074, 'street_length_total': 135728.425, 'street_length_avg': 86.6720466155811, 'street_segments_count': 1566, 'node_density_km': 102.96446023980793, 'intersection_density_km': 83.98776518679219, 'edge_density_km': 23795.410636401717, 'street_density_km': 12323.813068187172, 'circuity_avg': 1.0704886671591367, 'self_loop_proportion': 0.0026016260162601626, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0704886671591367\n", - "124\n", - "22036144.47807556\n", - "{'n': 3516, 'm': 9585, 'k_avg': 5.452218430034129, 'intersection_count': 3057, 'streets_per_node_avg': 2.9246302616609783, 'streets_per_node_counts': {0: 0, 1: 459, 2: 8, 3: 2400, 4: 637, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13054607508532423, 2: 0.0022753128555176336, 3: 0.6825938566552902, 4: 0.1811717861205916, 5: 0.0034129692832764505}, 'edge_length_total': 536852.2149999972, 'edge_length_avg': 56.009620761606385, 'street_length_total': 279055.51600000006, 'street_length_avg': 54.50303046875001, 'street_segments_count': 5120, 'node_density_km': 159.55604227854727, 'intersection_density_km': 138.72662720293488, 'edge_density_km': 24362.34775707375, 'street_density_km': 12663.53632222919, 'circuity_avg': 1.0774302726507035, 'self_loop_proportion': 0.0030255607720396454, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0774302726507035\n", - "125\n", - "19026357.41919813\n", - "{'n': 1348, 'm': 3645, 'k_avg': 5.408011869436201, 'intersection_count': 1098, 'streets_per_node_avg': 2.7744807121661723, 'streets_per_node_counts': {0: 0, 1: 250, 2: 0, 3: 906, 4: 189, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18545994065281898, 2: 0.0, 3: 0.672106824925816, 4: 0.14020771513353117, 5: 0.001483679525222552, 6: 0.000741839762611276}, 'edge_length_total': 368330.28999999986, 'edge_length_avg': 101.05083401920434, 'street_length_total': 184565.37200000018, 'street_length_avg': 100.58058419618538, 'street_segments_count': 1835, 'node_density_km': 70.84908426243639, 'intersection_density_km': 57.70941729981837, 'edge_density_km': 19358.949371378058, 'street_density_km': 9700.510083646834, 'circuity_avg': 1.0535126162669224, 'self_loop_proportion': 0.0021947873799725653, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535126162669224\n", - "126\n", - "8011825.4731210135\n", - "{'n': 467, 'm': 1258, 'k_avg': 5.387580299785867, 'intersection_count': 381, 'streets_per_node_avg': 2.7623126338329764, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 321, 4: 59, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1841541755888651, 2: 0.0, 3: 0.6873661670235546, 4: 0.12633832976445397, 5: 0.0021413276231263384}, 'edge_length_total': 130483.35400000014, 'edge_length_avg': 103.72285691573938, 'street_length_total': 65241.67699999994, 'street_length_avg': 103.72285691573917, 'street_segments_count': 629, 'node_density_km': 58.28883836358454, 'intersection_density_km': 47.55470538870601, 'edge_density_km': 16286.345033071499, 'street_density_km': 8143.172516535733, 'circuity_avg': 1.0330222330354695, 'self_loop_proportion': 0.001589825119236884, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0330222330354695\n", - "127\n", - "19028883.837841664\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 6310, 'm': 17668, 'k_avg': 5.6, 'intersection_count': 5363, 'streets_per_node_avg': 2.917908082408875, 'streets_per_node_counts': {0: 0, 1: 947, 2: 5, 3: 3994, 4: 1347, 5: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15007923930269412, 2: 0.000792393026941363, 3: 0.6329635499207606, 4: 0.21347068145800316, 5: 0.002694136291600634}, 'edge_length_total': 727609.7429999962, 'edge_length_avg': 41.18234904912815, 'street_length_total': 373639.0520000011, 'street_length_avg': 40.80810965487124, 'street_segments_count': 9156, 'node_density_km': 331.60116241035956, 'intersection_density_km': 281.8347122039237, 'edge_density_km': 38237.12148334417, 'street_density_km': 19635.36354439067, 'circuity_avg': 1.0701133768475626, 'self_loop_proportion': 0.0016413855558071089, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0701133768475626\n", - "128\n", - "8011250.8591496805\n", - "{'n': 1299, 'm': 3658, 'k_avg': 5.632024634334103, 'intersection_count': 1122, 'streets_per_node_avg': 2.9568899153194765, 'streets_per_node_counts': {0: 0, 1: 177, 2: 0, 3: 833, 4: 280, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13625866050808313, 2: 0.0, 3: 0.6412625096227867, 4: 0.2155504234026174, 5: 0.006928406466512702}, 'edge_length_total': 231435.42399999904, 'edge_length_avg': 63.26829524330209, 'street_length_total': 119950.14000000004, 'street_length_avg': 64.07592948717951, 'street_segments_count': 1872, 'node_density_km': 162.1469634191279, 'intersection_density_km': 140.05303537818438, 'edge_density_km': 28888.800022492836, 'street_density_km': 14972.710517859336, 'circuity_avg': 1.0605739820145905, 'self_loop_proportion': 0.0038272279934390375, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0605739820145905\n", - "129\n", - "5007739.756926056\n", - "{'n': 376, 'm': 1032, 'k_avg': 5.48936170212766, 'intersection_count': 322, 'streets_per_node_avg': 2.890957446808511, 'streets_per_node_counts': {0: 0, 1: 54, 2: 2, 3: 251, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14361702127659576, 2: 0.005319148936170213, 3: 0.6675531914893617, 4: 0.18351063829787234}, 'edge_length_total': 64388.27799999997, 'edge_length_avg': 62.39174224806199, 'street_length_total': 32562.846000000005, 'street_length_avg': 61.906551330798486, 'street_segments_count': 526, 'node_density_km': 75.08377396807923, 'intersection_density_km': 64.30046600457848, 'edge_density_km': 12857.752424324059, 'street_density_km': 6502.503640482376, 'circuity_avg': 1.0568257320648577, 'self_loop_proportion': 0.001937984496124031, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0568257320648577\n", - "130\n", - "14017499.906796908\n", - "{'n': 1431, 'm': 3939, 'k_avg': 5.50524109014675, 'intersection_count': 1161, 'streets_per_node_avg': 2.8518518518518516, 'streets_per_node_counts': {0: 0, 1: 270, 2: 0, 3: 837, 4: 320, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18867924528301888, 2: 0.0, 3: 0.5849056603773585, 4: 0.2236198462613557, 5: 0.002795248078266946}, 'edge_length_total': 319641.7800000002, 'edge_length_avg': 81.14795125666419, 'street_length_total': 162187.85399999996, 'street_length_avg': 80.57022056631891, 'street_segments_count': 2013, 'node_density_km': 102.08667804635591, 'intersection_density_km': 82.82504067911894, 'edge_density_km': 22803.05205103015, 'street_density_km': 11570.383811549527, 'circuity_avg': 1.0731738631198033, 'self_loop_proportion': 0.002284843869002285, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0731738631198033\n", - "131\n", - "23043082.596048124\n", - "{'n': 4564, 'm': 12904, 'k_avg': 5.654688869412796, 'intersection_count': 3834, 'streets_per_node_avg': 2.9180543382997373, 'streets_per_node_counts': {0: 0, 1: 730, 2: 12, 3: 2733, 4: 1080, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15994741454864153, 2: 0.0026292725679228747, 3: 0.5988168273444348, 4: 0.2366345311130587, 5: 0.001971954425942156}, 'edge_length_total': 680996.5299999999, 'edge_length_avg': 52.77406463112212, 'street_length_total': 350817.4939999999, 'street_length_avg': 52.961578200483075, 'street_segments_count': 6624, 'node_density_km': 198.06377818489977, 'intersection_density_km': 166.38398894848942, 'edge_density_km': 29553.187042639445, 'street_density_km': 15224.416808720067, 'circuity_avg': 1.0569198688063608, 'self_loop_proportion': 0.0016274023558586486, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0569198688063608\n", - "132\n", - "24030902.155524313\n", - "{'n': 2036, 'm': 5354, 'k_avg': 5.259332023575639, 'intersection_count': 1631, 'streets_per_node_avg': 2.7848722986247543, 'streets_per_node_counts': {0: 0, 1: 405, 2: 6, 3: 1258, 4: 356, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19891944990176819, 2: 0.0029469548133595285, 3: 0.6178781925343811, 4: 0.17485265225933203, 5: 0.0054027504911591355}, 'edge_length_total': 373047.44800000277, 'edge_length_avg': 69.6764004482635, 'street_length_total': 197822.4679999996, 'street_length_avg': 70.47469469184168, 'street_segments_count': 2807, 'node_density_km': 84.72424326075318, 'intersection_density_km': 67.87094339798057, 'edge_density_km': 15523.655565891655, 'street_density_km': 8232.003389624031, 'circuity_avg': 1.077285373070614, 'self_loop_proportion': 0.0029884198729921555, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077285373070614\n", - "133\n", - "13015518.597338278\n", - "{'n': 813, 'm': 2156, 'k_avg': 5.303813038130381, 'intersection_count': 674, 'streets_per_node_avg': 2.784747847478475, 'streets_per_node_counts': {0: 0, 1: 139, 2: 3, 3: 568, 4: 101, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17097170971709716, 2: 0.0036900369003690036, 3: 0.6986469864698647, 4: 0.12423124231242312, 5: 0.0012300123001230013, 6: 0.0012300123001230013}, 'edge_length_total': 170981.84099999996, 'edge_length_avg': 79.3051210575139, 'street_length_total': 87601.71099999992, 'street_length_avg': 78.84942484248418, 'street_segments_count': 1111, 'node_density_km': 62.46389599614275, 'intersection_density_km': 51.78433690209128, 'edge_density_km': 13136.767445821664, 'street_density_km': 6730.558628521709, 'circuity_avg': 1.0992038529061428, 'self_loop_proportion': 0.006493506493506494, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0992038529061428\n", - "134\n", - "6009649.659533174\n", - "{'n': 754, 'm': 2192, 'k_avg': 5.814323607427056, 'intersection_count': 669, 'streets_per_node_avg': 2.976127320954907, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 518, 4: 150, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11273209549071618, 2: 0.0, 3: 0.6870026525198939, 4: 0.1989389920424403, 5: 0.001326259946949602}, 'edge_length_total': 128178.36899999983, 'edge_length_avg': 58.47553330291963, 'street_length_total': 64176.60900000007, 'street_length_avg': 58.44864207650279, 'street_segments_count': 1098, 'node_density_km': 125.46488443031309, 'intersection_density_km': 111.32096509798336, 'edge_density_km': 21328.758956301066, 'street_density_km': 10678.926831981962, 'circuity_avg': 1.0876753354690192, 'self_loop_proportion': 0.005474452554744526, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0876753354690192\n", - "135\n", - "12021525.031392084\n", - 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"text": [ - "{'n': 215, 'm': 595, 'k_avg': 5.534883720930233, 'intersection_count': 186, 'streets_per_node_avg': 2.869767441860465, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 156, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13488372093023257, 2: 0.0, 3: 0.7255813953488373, 4: 0.13953488372093023}, 'edge_length_total': 62776.57700000001, 'edge_length_avg': 105.50685210084036, 'street_length_total': 31574.764999999996, 'street_length_avg': 105.60122073578594, 'street_segments_count': 299, 'node_density_km': 53.656414343767956, 'intersection_density_km': 46.41903752530624, 'edge_density_km': 15666.81872835095, 'street_density_km': 7879.947319288848, 'circuity_avg': 1.07735326997397, 'self_loop_proportion': 0.0067226890756302525, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07735326997397\n", - "137\n", - "85177064.97080916\n", - "{'n': 29383, 'm': 85732, 'k_avg': 5.83548310247422, 'intersection_count': 25572, 'streets_per_node_avg': 2.988803049382296, 'streets_per_node_counts': {0: 0, 1: 3811, 2: 22, 3: 18540, 4: 6725, 5: 265, 6: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12970084742878535, 2: 0.0007487322601504271, 3: 0.6309770955994963, 4: 0.22887383861416466, 5: 0.009018820406357417, 6: 0.0006806656910458428}, 'edge_length_total': 3972738.8640000406, 'edge_length_avg': 46.339043344375966, 'street_length_total': 2043984.5189999968, 'street_length_avg': 46.71217220101919, 'street_segments_count': 43757, 'node_density_km': 344.96375297821993, 'intersection_density_km': 300.2216618847306, 'edge_density_km': 46640.94572126345, 'street_density_km': 23996.888360739904, 'circuity_avg': 1.0697005901840169, 'self_loop_proportion': 0.0026361218681472494, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0697005901840169\n", - "138\n", - "13018430.02651568\n", - "{'n': 2622, 'm': 7362, 'k_avg': 5.615560640732266, 'intersection_count': 2211, 'streets_per_node_avg': 2.8813882532418003, 'streets_per_node_counts': {0: 0, 1: 411, 2: 4, 3: 1695, 4: 509, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15675057208237986, 2: 0.0015255530129672007, 3: 0.6464530892448512, 4: 0.1941266209000763, 5: 0.0011441647597254005}, 'edge_length_total': 375257.0160000009, 'edge_length_avg': 50.97215647921772, 'street_length_total': 190921.09899999967, 'street_length_avg': 50.81743385680055, 'street_segments_count': 3757, 'node_density_km': 201.40677444665468, 'intersection_density_km': 169.83614733087472, 'edge_density_km': 28825.059184224585, 'street_density_km': 14665.4472629292, 'circuity_avg': 1.0663596771828723, 'self_loop_proportion': 0.0016299918500407497, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0663596771828723\n", - "139\n", - "10019398.184817007\n", - "{'n': 128, 'm': 382, 'k_avg': 5.96875, 'intersection_count': 108, 'streets_per_node_avg': 3.0703125, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 59, 4: 49}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15625, 2: 0.0, 3: 0.4609375, 4: 0.3828125}, 'edge_length_total': 93192.998, 'edge_length_avg': 243.9607277486911, 'street_length_total': 46596.49899999998, 'street_length_avg': 243.960727748691, 'street_segments_count': 191, 'node_density_km': 12.775218395249134, 'intersection_density_km': 10.779090520991456, 'edge_density_km': 9301.257049671998, 'street_density_km': 4650.628524835997, 'circuity_avg': 1.0765914123222102, 'self_loop_proportion': 0.005235602094240838, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0765914123222102\n", - "140\n", - "8010625.575125698\n", - "{'n': 584, 'm': 1541, 'k_avg': 5.277397260273973, 'intersection_count': 483, 'streets_per_node_avg': 2.787671232876712, 'streets_per_node_counts': {0: 0, 1: 101, 2: 2, 3: 403, 4: 76, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17294520547945205, 2: 0.003424657534246575, 3: 0.690068493150685, 4: 0.13013698630136986, 5: 0.003424657534246575}, 'edge_length_total': 130986.83000000018, 'edge_length_avg': 85.00118754055819, 'street_length_total': 66522.49599999998, 'street_length_avg': 83.25719148936169, 'street_segments_count': 799, 'node_density_km': 72.90317023596953, 'intersection_density_km': 60.294916479406304, 'edge_density_km': 16351.635558493173, 'street_density_km': 8304.282278098632, 'circuity_avg': 1.0816426424242254, 'self_loop_proportion': 0.010382868267358857, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0816426424242254\n", - "141\n", - "13016698.813516371\n", - "{'n': 1783, 'm': 4918, 'k_avg': 5.516545148625911, 'intersection_count': 1473, 'streets_per_node_avg': 2.8553000560852495, 'streets_per_node_counts': {0: 0, 1: 310, 2: 0, 3: 1114, 4: 356, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17386427369601795, 2: 0.0, 3: 0.6247896803140774, 4: 0.19966348850252383, 5: 0.0016825574873808188}, 'edge_length_total': 309453.1949999991, 'edge_length_avg': 62.922569133794035, 'street_length_total': 156691.30999999997, 'street_length_avg': 62.03139746634995, 'street_segments_count': 2526, 'node_density_km': 136.9778947445996, 'intersection_density_km': 113.1623325624202, 'edge_density_km': 23773.554219343765, 'street_density_km': 12037.714957135964, 'circuity_avg': 1.0950675098515112, 'self_loop_proportion': 0.005286701911346075, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0950675098515112\n", - "142\n", - "11013225.78912651\n", - "{'n': 281, 'm': 856, 'k_avg': 6.092526690391459, 'intersection_count': 249, 'streets_per_node_avg': 3.1779359430604983, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 135, 4: 114}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11387900355871886, 2: 0.0, 3: 0.4804270462633452, 4: 0.40569395017793597}, 'edge_length_total': 152005.01200000008, 'edge_length_avg': 177.57594859813094, 'street_length_total': 76002.50600000005, 'street_length_avg': 177.57594859813096, 'street_segments_count': 428, 'node_density_km': 25.514776994532763, 'intersection_density_km': 22.609179614372447, 'edge_density_km': 13802.042644951169, 'street_density_km': 6901.021322475585, 'circuity_avg': 1.0203532514329836, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0203532514329836\n", - "143\n", - "10017496.852621924\n", - "{'n': 1056, 'm': 2886, 'k_avg': 5.465909090909091, 'intersection_count': 857, 'streets_per_node_avg': 2.831439393939394, 'streets_per_node_counts': {0: 0, 1: 199, 2: 0, 3: 639, 4: 216, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1884469696969697, 2: 0.0, 3: 0.6051136363636364, 4: 0.20454545454545456, 5: 0.001893939393939394}, 'edge_length_total': 220658.82199999943, 'edge_length_avg': 76.45835828135809, 'street_length_total': 112641.83100000003, 'street_length_avg': 76.73149250681202, 'street_segments_count': 1468, 'node_density_km': 105.41555595533912, 'intersection_density_km': 85.55031387663412, 'edge_density_km': 22027.341285587267, 'street_density_km': 11244.5087487617, 'circuity_avg': 1.0594196307632966, 'self_loop_proportion': 0.004158004158004158, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0594196307632966\n", - "144\n", - "6011957.320681416\n", - "{'n': 309, 'm': 841, 'k_avg': 5.44336569579288, 'intersection_count': 250, 'streets_per_node_avg': 2.8284789644012944, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 185, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19093851132686085, 2: 0.0, 3: 0.598705501618123, 4: 0.21035598705501618}, 'edge_length_total': 73378.12999999998, 'edge_length_avg': 87.25104637336501, 'street_length_total': 36828.05499999998, 'street_length_avg': 87.06395981087465, 'street_segments_count': 423, 'node_density_km': 51.397570461291444, 'intersection_density_km': 41.58379487159502, 'edge_density_km': 12205.364423924926, 'street_density_km': 6125.801138559274, 'circuity_avg': 1.082146100078412, 'self_loop_proportion': 0.0047562425683709865, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.082146100078412\n", - "145\n", - "17024019.220422074\n", - "{'n': 2553, 'm': 6784, 'k_avg': 5.314531923227576, 'intersection_count': 2093, 'streets_per_node_avg': 2.8323540932236586, 'streets_per_node_counts': {0: 0, 1: 460, 2: 11, 3: 1587, 4: 488, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18018018018018017, 2: 0.004308656482569526, 3: 0.6216216216216216, 4: 0.19114766940853897, 5: 0.0023501762632197414, 6: 0.0003916960438699569}, 'edge_length_total': 428665.3520000016, 'edge_length_avg': 63.18769929245306, 'street_length_total': 220645.41299999983, 'street_length_avg': 61.667247903856854, 'street_segments_count': 3578, 'node_density_km': 149.9645863262074, 'intersection_density_km': 122.94394014130518, 'edge_density_km': 25180.03219156221, 'street_density_km': 12960.829645640486, 'circuity_avg': 1.0864527337604448, 'self_loop_proportion': 0.004127358490566038, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0864527337604448\n", - "146\n", - "12024973.068969652\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 631, 'm': 1673, 'k_avg': 5.302694136291601, 'intersection_count': 547, 'streets_per_node_avg': 2.873217115689382, 'streets_per_node_counts': {0: 0, 1: 84, 2: 5, 3: 454, 4: 83, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13312202852614896, 2: 0.00792393026941363, 3: 0.7194928684627575, 4: 0.13153724247226625, 5: 0.00792393026941363}, 'edge_length_total': 180324.38000000018, 'edge_length_avg': 107.78504482964745, 'street_length_total': 92427.33900000002, 'street_length_avg': 104.4376711864407, 'street_segments_count': 885, 'node_density_km': 52.47412999437733, 'intersection_density_km': 45.48866736438098, 'edge_density_km': 14995.824021038834, 'street_density_km': 7686.28241160124, 'circuity_avg': 1.0590932493183436, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0590932493183436\n", - "147\n", - "12016219.057770284\n", - "{'n': 1035, 'm': 2659, 'k_avg': 5.13816425120773, 'intersection_count': 805, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 230, 2: 0, 3: 694, 4: 108, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6705314009661836, 4: 0.10434782608695652, 5: 0.001932367149758454, 6: 0.000966183574879227}, 'edge_length_total': 264631.5359999991, 'edge_length_avg': 99.52295449417039, 'street_length_total': 134071.05600000007, 'street_length_avg': 99.16498224852076, 'street_segments_count': 1352, 'node_density_km': 86.13358287028876, 'intersection_density_km': 66.99278667689127, 'edge_density_km': 22022.862160529206, 'street_density_km': 11157.507644911238, 'circuity_avg': 1.0771403044067243, 'self_loop_proportion': 0.0052651372696502444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0771403044067243\n", - "148\n", - "6008565.114116814\n", - "{'n': 816, 'm': 2293, 'k_avg': 5.620098039215686, 'intersection_count': 736, 'streets_per_node_avg': 3.028186274509804, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 558, 4: 173, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09803921568627451, 2: 0.0, 3: 0.6838235294117647, 4: 0.21200980392156862, 5: 0.006127450980392157}, 'edge_length_total': 144840.8049999999, 'edge_length_avg': 63.1665089402529, 'street_length_total': 75178.42099999994, 'street_length_avg': 61.72284154351391, 'street_segments_count': 1218, 'node_density_km': 135.8061341605253, 'intersection_density_km': 122.49180728204243, 'edge_density_km': 24105.72278890744, 'street_density_km': 12511.875892527505, 'circuity_avg': 1.0420640231207046, 'self_loop_proportion': 0.0026166593981683385, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0420640231207046\n", - "149\n", - "8009745.5861551175\n", - "{'n': 357, 'm': 912, 'k_avg': 5.109243697478991, 'intersection_count': 302, 'streets_per_node_avg': 2.8291316526610646, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 256, 4: 44, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15406162464985995, 2: 0.0, 3: 0.7170868347338936, 4: 0.12324929971988796, 5: 0.0028011204481792717, 6: 0.0028011204481792717}, 'edge_length_total': 94120.93200000002, 'edge_length_avg': 103.20277631578949, 'street_length_total': 49501.532, 'street_length_avg': 101.23012678936605, 'street_segments_count': 489, 'node_density_km': 44.57070404546633, 'intersection_density_km': 37.7040689684337, 'edge_density_km': 11750.80169371278, 'street_density_km': 6180.162836328238, 'circuity_avg': 1.0753380668462622, 'self_loop_proportion': 0.006578947368421052, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0753380668462622\n", - "150\n", - "20026031.7468847\n", - "{'n': 810, 'm': 2285, 'k_avg': 5.6419753086419755, 'intersection_count': 690, 'streets_per_node_avg': 2.888888888888889, 'streets_per_node_counts': {0: 0, 1: 120, 2: 0, 3: 542, 4: 146, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14814814814814814, 2: 0.0, 3: 0.6691358024691358, 4: 0.18024691358024691, 5: 0.0024691358024691358}, 'edge_length_total': 301552.545, 'edge_length_avg': 131.97047921225382, 'street_length_total': 150873.038, 'street_length_avg': 131.99740857392825, 'street_segments_count': 1143, 'node_density_km': 40.44735423561912, 'intersection_density_km': 34.45515360811999, 'edge_density_km': 15058.027911441328, 'street_density_km': 7533.845941469167, 'circuity_avg': 1.0477756148333177, 'self_loop_proportion': 0.00087527352297593, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0477756148333177\n", - "151\n", - "9012907.064175475\n", - "{'n': 938, 'm': 2563, 'k_avg': 5.464818763326226, 'intersection_count': 740, 'streets_per_node_avg': 2.771855010660981, 'streets_per_node_counts': {0: 0, 1: 198, 2: 0, 3: 560, 4: 178, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21108742004264391, 2: 0.0, 3: 0.5970149253731343, 4: 0.18976545842217485, 5: 0.0021321961620469083}, 'edge_length_total': 182335.16499999983, 'edge_length_avg': 71.14130511119775, 'street_length_total': 91297.33499999986, 'street_length_avg': 71.10384345794381, 'street_segments_count': 1284, 'node_density_km': 104.07296927850999, 'intersection_density_km': 82.10447469733198, 'edge_density_km': 20230.449920508563, 'street_density_km': 10129.6212587045, 'circuity_avg': 1.0448924467995617, 'self_loop_proportion': 0.0015606710885680843, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0448924467995617\n", - "152\n", - "10011716.90354992\n", - "{'n': 4004, 'm': 11381, 'k_avg': 5.684815184815185, 'intersection_count': 3423, 'streets_per_node_avg': 2.9532967032967035, 'streets_per_node_counts': {0: 0, 1: 581, 2: 5, 3: 2452, 4: 952, 5: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1451048951048951, 2: 0.0012487512487512488, 3: 0.6123876123876124, 4: 0.23776223776223776, 5: 0.0034965034965034965}, 'edge_length_total': 442449.91199999914, 'edge_length_avg': 38.876189438537835, 'street_length_total': 226689.89599999928, 'street_length_avg': 38.461129284017524, 'street_segments_count': 5894, 'node_density_km': 399.9314042310041, 'intersection_density_km': 341.89939977091086, 'edge_density_km': 44193.21044156939, 'street_density_km': 22642.45964841658, 'circuity_avg': 1.0766708758232675, 'self_loop_proportion': 0.0034267639047535366, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0766708758232675\n", - "153\n", - "20022563.188345876\n", - "{'n': 2412, 'm': 6367, 'k_avg': 5.279436152570481, 'intersection_count': 1898, 'streets_per_node_avg': 2.735903814262023, 'streets_per_node_counts': {0: 0, 1: 514, 2: 1, 3: 1515, 4: 373, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2131011608623549, 2: 0.00041459369817578774, 3: 0.6281094527363185, 4: 0.1546434494195688, 5: 0.003316749585406302, 6: 0.00041459369817578774}, 'edge_length_total': 378792.4029999994, 'edge_length_avg': 59.493074132244296, 'street_length_total': 192070.59799999985, 'street_length_avg': 58.755153869684875, 'street_segments_count': 3269, 'node_density_km': 120.46409729419177, 'intersection_density_km': 94.79305831856384, 'edge_density_km': 18918.2773172855, 'street_density_km': 9592.70779636218, 'circuity_avg': 1.0658157210065797, 'self_loop_proportion': 0.002198837757185488, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0658157210065797\n", - "154\n", - "23027015.852616902\n", - "{'n': 5628, 'm': 16356, 'k_avg': 5.812366737739872, 'intersection_count': 4946, 'streets_per_node_avg': 2.9957356076759063, 'streets_per_node_counts': {0: 0, 1: 682, 2: 11, 3: 3618, 4: 1285, 5: 30, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12117981520966596, 2: 0.0019545131485429993, 3: 0.6428571428571429, 4: 0.2283226723525231, 5: 0.005330490405117271, 6: 0.00035536602700781805}, 'edge_length_total': 733300.5510000065, 'edge_length_avg': 44.83373385913466, 'street_length_total': 373619.2300000006, 'street_length_avg': 44.59527691573175, 'street_segments_count': 8378, 'node_density_km': 244.408569309271, 'intersection_density_km': 214.7911840447147, 'edge_density_km': 31845.22717548182, 'street_density_km': 16225.25612486347, 'circuity_avg': 1.0621863982264381, 'self_loop_proportion': 0.0013450721447786744, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0621863982264381\n", - "155\n", - "6007980.245406523\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 811, 'm': 2368, 'k_avg': 5.839704069050555, 'intersection_count': 724, 'streets_per_node_avg': 3.029593094944513, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 531, 4: 188, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10727496917385944, 2: 0.0, 3: 0.654747225647349, 4: 0.2318125770653514, 5: 0.006165228113440197}, 'edge_length_total': 126702.97800000031, 'edge_length_avg': 53.50632516891905, 'street_length_total': 64353.20000000001, 'street_length_avg': 52.96559670781894, 'street_segments_count': 1215, 'node_density_km': 134.98712826495398, 'intersection_density_km': 120.50638824146323, 'edge_density_km': 21089.113616322666, 'street_density_km': 10711.28688367477, 'circuity_avg': 1.062753967333629, 'self_loop_proportion': 0.005067567567567568, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062753967333629\n", - "156\n", - "5005644.700032761\n", - "{'n': 222, 'm': 642, 'k_avg': 5.783783783783784, 'intersection_count': 196, 'streets_per_node_avg': 3.018018018018018, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 140, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11711711711711711, 2: 0.0, 3: 0.6306306306306306, 4: 0.25225225225225223}, 'edge_length_total': 84264.31799999998, 'edge_length_avg': 131.2528317757009, 'street_length_total': 42132.15900000001, 'street_length_avg': 131.25283177570097, 'street_segments_count': 321, 'node_density_km': 44.349931587942514, 'intersection_density_km': 39.155795456021316, 'edge_density_km': 16833.859182903747, 'street_density_km': 8416.929591451877, 'circuity_avg': 1.0232887284870564, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0232887284870564\n", - "157\n", - "8009920.836537187\n", - "{'n': 812, 'm': 2216, 'k_avg': 5.458128078817734, 'intersection_count': 700, 'streets_per_node_avg': 2.8793103448275863, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 576, 4: 122, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13793103448275862, 2: 0.0, 3: 0.7093596059113301, 4: 0.15024630541871922, 5: 0.0024630541871921183}, 'edge_length_total': 156186.9050000001, 'edge_length_avg': 70.48145532490979, 'street_length_total': 80580.20300000002, 'street_length_avg': 70.00886446568204, 'street_segments_count': 1151, 'node_density_km': 101.37428528582564, 'intersection_density_km': 87.39162524640142, 'edge_density_km': 19499.182100221868, 'street_density_km': 10060.049861221361, 'circuity_avg': 1.0478039339536969, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0478039339536969\n", - "158\n", - "16031685.543859296\n", - "{'n': 1244, 'm': 3531, 'k_avg': 5.676848874598071, 'intersection_count': 1061, 'streets_per_node_avg': 2.8938906752411575, 'streets_per_node_counts': {0: 0, 1: 183, 2: 0, 3: 832, 4: 224, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14710610932475884, 2: 0.0, 3: 0.6688102893890675, 4: 0.18006430868167203, 5: 0.0040192926045016075}, 'edge_length_total': 331176.97199999855, 'edge_length_avg': 93.79126932880163, 'street_length_total': 165924.12600000028, 'street_length_avg': 93.47838084507057, 'street_segments_count': 1775, 'node_density_km': 77.59633237544982, 'intersection_density_km': 66.18143782182658, 'edge_density_km': 20657.651442449296, 'street_density_km': 10349.76176061257, 'circuity_avg': 1.0661792119290092, 'self_loop_proportion': 0.004531294250920419, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0661792119290092\n", - "159\n", - "9010992.462811038\n", - "{'n': 840, 'm': 2327, 'k_avg': 5.54047619047619, 'intersection_count': 739, 'streets_per_node_avg': 2.975, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 563, 4: 171, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12023809523809524, 2: 0.0, 3: 0.6702380952380952, 4: 0.20357142857142857, 5: 0.005952380952380952}, 'edge_length_total': 161233.60599999968, 'edge_length_avg': 69.28818478727962, 'street_length_total': 83030.99900000014, 'street_length_avg': 67.66992583537093, 'street_segments_count': 1227, 'node_density_km': 93.21947648571849, 'intersection_density_km': 82.01094419398329, 'edge_density_km': 17892.990884791154, 'street_density_km': 9214.412212935986, 'circuity_avg': 1.0664231824950487, 'self_loop_proportion': 0.006446067898581865, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0664231824950487\n", - "160\n", - "9011765.252108969\n", - "{'n': 682, 'm': 1653, 'k_avg': 4.847507331378299, 'intersection_count': 549, 'streets_per_node_avg': 2.7492668621700878, 'streets_per_node_counts': {0: 0, 1: 133, 2: 0, 3: 456, 4: 91, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19501466275659823, 2: 0.0, 3: 0.6686217008797654, 4: 0.13343108504398826, 5: 0.002932551319648094}, 'edge_length_total': 119443.28900000014, 'edge_length_avg': 72.2584930429523, 'street_length_total': 62614.90299999999, 'street_length_avg': 67.91204229934922, 'street_segments_count': 922, 'node_density_km': 75.678846587842, 'intersection_density_km': 60.92036184270566, 'edge_density_km': 13254.150064777547, 'street_density_km': 6948.128501832269, 'circuity_avg': 1.0739204202453358, 'self_loop_proportion': 0.003629764065335753, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0739204202453358\n", - "161\n", - "20027598.00360877\n", - "{'n': 1908, 'm': 5446, 'k_avg': 5.7085953878406706, 'intersection_count': 1586, 'streets_per_node_avg': 2.909853249475891, 'streets_per_node_counts': {0: 0, 1: 322, 2: 0, 3: 1128, 4: 447, 5: 8, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16876310272536688, 2: 0.0, 3: 0.5911949685534591, 4: 0.23427672955974843, 5: 0.0041928721174004195, 6: 0.0015723270440251573}, 'edge_length_total': 445225.04400000145, 'edge_length_avg': 81.75267058391506, 'street_length_total': 223144.9849999997, 'street_length_avg': 81.67825219619316, 'street_segments_count': 2732, 'node_density_km': 95.26853892594598, 'intersection_density_km': 79.19072470469095, 'edge_density_km': 22230.57622385752, 'street_density_km': 11141.874575263157, 'circuity_avg': 1.0533073680141538, 'self_loop_proportion': 0.0033051781123760557, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0533073680141538\n", - "162\n", - "6010457.7719978625\n", - "{'n': 360, 'm': 1040, 'k_avg': 5.777777777777778, 'intersection_count': 306, 'streets_per_node_avg': 2.9722222222222223, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 209, 4: 96, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15, 2: 0.0, 3: 0.5805555555555556, 4: 0.26666666666666666, 5: 0.002777777777777778}, 'edge_length_total': 104427.85000000002, 'edge_length_avg': 100.41139423076925, 'street_length_total': 52213.92499999999, 'street_length_avg': 100.4113942307692, 'street_segments_count': 520, 'node_density_km': 59.895604237867694, 'intersection_density_km': 50.91126360218754, 'edge_density_km': 17374.358819476147, 'street_density_km': 8687.17940973807, 'circuity_avg': 1.0685343586694702, 'self_loop_proportion': 0.009615384615384616, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0685343586694702\n", - "163\n", - "11012736.612168444\n", - "{'n': 1084, 'm': 2908, 'k_avg': 5.365313653136531, 'intersection_count': 876, 'streets_per_node_avg': 2.8108856088560885, 'streets_per_node_counts': {0: 0, 1: 208, 2: 0, 3: 670, 4: 201, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1918819188191882, 2: 0.0, 3: 0.6180811808118081, 4: 0.18542435424354242, 5: 0.004612546125461255}, 'edge_length_total': 265290.6750000009, 'edge_length_avg': 91.22787998624516, 'street_length_total': 134730.26200000022, 'street_length_avg': 90.48372196104783, 'street_segments_count': 1489, 'node_density_km': 98.43148330654181, 'intersection_density_km': 79.54426141746367, 'edge_density_km': 24089.441556866972, 'street_density_km': 12234.040161382865, 'circuity_avg': 1.0676544017893264, 'self_loop_proportion': 0.005502063273727648, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0676544017893264\n", - "164\n", - "6010937.815502569\n", - "{'n': 772, 'm': 2148, 'k_avg': 5.564766839378239, 'intersection_count': 661, 'streets_per_node_avg': 2.9209844559585494, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 502, 4: 157, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14378238341968913, 2: 0.0, 3: 0.6502590673575129, 4: 0.2033678756476684, 5: 0.0025906735751295338}, 'edge_length_total': 142136.79000000007, 'edge_length_avg': 66.17168994413412, 'street_length_total': 71801.76700000007, 'street_length_avg': 64.97897466063354, 'street_segments_count': 1105, 'node_density_km': 128.43253809895782, 'intersection_density_km': 109.96620166244965, 'edge_density_km': 23646.358415723545, 'street_density_km': 11945.18546088083, 'circuity_avg': 1.0597785807348077, 'self_loop_proportion': 0.0037243947858473, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0597785807348077\n", - "165\n", - "8012603.220820461\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 324, 'm': 807, 'k_avg': 4.981481481481482, 'intersection_count': 238, 'streets_per_node_avg': 2.5709876543209877, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 205, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2654320987654321, 2: 0.0, 3: 0.6327160493827161, 4: 0.10185185185185185}, 'edge_length_total': 117116.25999999991, 'edge_length_avg': 145.1254770755885, 'street_length_total': 58799.287000000026, 'street_length_avg': 145.18342469135808, 'street_segments_count': 405, 'node_density_km': 40.43629655317234, 'intersection_density_km': 29.703205492762397, 'edge_density_km': 14616.505619007507, 'street_density_km': 7338.350019281149, 'circuity_avg': 1.0540205818339534, 'self_loop_proportion': 0.004956629491945477, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0540205818339534\n", - "166\n", - "5007462.843537396\n", - "{'n': 229, 'm': 637, 'k_avg': 5.563318777292577, 'intersection_count': 205, 'streets_per_node_avg': 2.9912663755458517, 'streets_per_node_counts': {0: 0, 1: 24, 2: 1, 3: 157, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10480349344978165, 2: 0.004366812227074236, 3: 0.6855895196506551, 4: 0.2052401746724891}, 'edge_length_total': 78215.79299999995, 'edge_length_avg': 122.78774411302975, 'street_length_total': 39220.42500000003, 'street_length_avg': 122.5638281250001, 'street_segments_count': 320, 'node_density_km': 45.73174223260511, 'intersection_density_km': 40.93889588508318, 'edge_density_km': 15619.84490827422, 'street_density_km': 7832.394612896169, 'circuity_avg': 1.045269698598987, 'self_loop_proportion': 0.0031397174254317113, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045269698598987\n", - "167\n", - "6006673.279246977\n", - "{'n': 270, 'm': 712, 'k_avg': 5.274074074074074, 'intersection_count': 217, 'streets_per_node_avg': 2.7555555555555555, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 177, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1962962962962963, 2: 0.0, 3: 0.6555555555555556, 4: 0.14814814814814814}, 'edge_length_total': 96042.81799999981, 'edge_length_avg': 134.89159831460648, 'street_length_total': 48021.40899999997, 'street_length_avg': 134.89159831460665, 'street_segments_count': 356, 'node_density_km': 44.95000600962408, 'intersection_density_km': 36.12648631143861, 'edge_density_km': 15989.35276400453, 'street_density_km': 7994.676382002276, 'circuity_avg': 1.0333341608482236, 'self_loop_proportion': 0.0028089887640449437, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0333341608482236\n", - "168\n", - "8010079.491114333\n", - "{'n': 530, 'm': 1383, 'k_avg': 5.218867924528302, 'intersection_count': 432, 'streets_per_node_avg': 2.760377358490566, 'streets_per_node_counts': {0: 0, 1: 98, 2: 3, 3: 357, 4: 72}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18490566037735848, 2: 0.005660377358490566, 3: 0.6735849056603773, 4: 0.13584905660377358}, 'edge_length_total': 103444.67100000002, 'edge_length_avg': 74.79730368763559, 'street_length_total': 52888.863000000005, 'street_length_avg': 73.05091574585636, 'street_segments_count': 724, 'node_density_km': 66.1666342497518, 'intersection_density_km': 53.93204904885429, 'edge_density_km': 12914.312662533786, 'street_density_km': 6602.788781143831, 'circuity_avg': 1.069497623117561, 'self_loop_proportion': 0.0028922631959508315, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069497623117561\n", - "169\n", - "15026865.425789721\n", - "{'n': 1719, 'm': 4946, 'k_avg': 5.7545084351367075, 'intersection_count': 1450, 'streets_per_node_avg': 2.9232111692844676, 'streets_per_node_counts': {0: 0, 1: 269, 2: 0, 3: 1045, 4: 404, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15648632926119838, 2: 0.0, 3: 0.6079115764979639, 4: 0.23502036067481094, 5: 0.0005817335660267597}, 'edge_length_total': 351066.3799999995, 'edge_length_avg': 70.97985847149201, 'street_length_total': 175902.1910000001, 'street_length_avg': 70.92830282258069, 'street_segments_count': 2480, 'node_density_km': 114.39511510163537, 'intersection_density_km': 96.49384345396817, 'edge_density_km': 23362.58228529052, 'street_density_km': 11705.847228664841, 'circuity_avg': 1.0538085452486605, 'self_loop_proportion': 0.0022240194096239383, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0538085452486605\n", - "170\n", - "17022932.82123989\n", - "{'n': 773, 'm': 1921, 'k_avg': 4.970245795601552, 'intersection_count': 602, 'streets_per_node_avg': 2.7089262613195344, 'streets_per_node_counts': {0: 0, 1: 171, 2: 2, 3: 481, 4: 119}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22121604139715395, 2: 0.00258732212160414, 3: 0.6222509702457956, 4: 0.1539456662354463}, 'edge_length_total': 197898.44499999972, 'edge_length_avg': 103.01845132743348, 'street_length_total': 101823.00000000003, 'street_length_avg': 99.53372434017598, 'street_segments_count': 1023, 'node_density_km': 45.409331524560265, 'intersection_density_km': 35.36405896220605, 'edge_density_km': 11625.402454333691, 'street_density_km': 5981.519228752007, 'circuity_avg': 1.092002529547446, 'self_loop_proportion': 0.002082248828735034, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.092002529547446\n", - "171\n", - "6008914.458760862\n", - "{'n': 498, 'm': 1374, 'k_avg': 5.518072289156627, 'intersection_count': 403, 'streets_per_node_avg': 2.817269076305221, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 304, 4: 99}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19076305220883535, 2: 0.0, 3: 0.6104417670682731, 4: 0.19879518072289157}, 'edge_length_total': 107830.4020000003, 'edge_length_avg': 78.4791863173219, 'street_length_total': 54051.59099999998, 'street_length_avg': 78.44933381712625, 'street_segments_count': 689, 'node_density_km': 82.87686626557435, 'intersection_density_km': 67.06702229924991, 'edge_density_km': 17945.071899432016, 'street_density_km': 8995.233893069317, 'circuity_avg': 1.0759291688723918, 'self_loop_proportion': 0.00727802037845706, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0759291688723918\n", - "172\n", - "15027702.158245787\n", - "{'n': 1389, 'm': 3595, 'k_avg': 5.17638588912887, 'intersection_count': 1114, 'streets_per_node_avg': 2.727141828653708, 'streets_per_node_counts': {0: 0, 1: 275, 2: 3, 3: 940, 4: 168, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19798416126709864, 2: 0.0021598272138228943, 3: 0.6767458603311735, 4: 0.12095032397408208, 5: 0.0021598272138228943}, 'edge_length_total': 275144.7240000008, 'edge_length_avg': 76.53538915159967, 'street_length_total': 140010.82999999984, 'street_length_avg': 74.71228922091774, 'street_segments_count': 1874, 'node_density_km': 92.42930059256248, 'intersection_density_km': 74.12976303823946, 'edge_density_km': 18309.16803531585, 'street_density_km': 9316.848878534307, 'circuity_avg': 1.0747621059194212, 'self_loop_proportion': 0.0022253129346314327, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0747621059194212\n", - "173\n", - "21023937.68791638\n", - "{'n': 260, 'm': 703, 'k_avg': 5.407692307692308, 'intersection_count': 226, 'streets_per_node_avg': 2.9038461538461537, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 184, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13076923076923078, 2: 0.0, 3: 0.7076923076923077, 4: 0.1576923076923077, 5: 0.0038461538461538464}, 'edge_length_total': 69231.45099999986, 'edge_length_avg': 98.48001564722597, 'street_length_total': 36264.65899999995, 'street_length_avg': 98.81378474114427, 'street_segments_count': 367, 'node_density_km': 12.366855527232483, 'intersection_density_km': 10.749651342902082, 'edge_density_km': 3292.982124837204, 'street_density_km': 1724.9223022975023, 'circuity_avg': 1.0801040414576715, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0801040414576715\n", - "174\n", - "20037813.139065724\n", - "{'n': 2951, 'm': 8119, 'k_avg': 5.502541511352084, 'intersection_count': 2463, 'streets_per_node_avg': 2.867502541511352, 'streets_per_node_counts': {0: 0, 1: 488, 2: 2, 3: 1878, 4: 580, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16536767197560148, 2: 0.0006777363605557439, 3: 0.6363944425618434, 4: 0.1965435445611657, 5: 0.0006777363605557439, 6: 0.00033886818027787193}, 'edge_length_total': 471640.38200000103, 'edge_length_avg': 58.09094494395874, 'street_length_total': 240161.61700000011, 'street_length_avg': 57.52374059880242, 'street_segments_count': 4175, 'node_density_km': 147.2715600010627, 'intersection_density_km': 122.91760497547185, 'edge_density_km': 23537.517728443676, 'street_density_km': 11985.420531334381, 'circuity_avg': 1.0797975192897924, 'self_loop_proportion': 0.002463357556349304, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0797975192897924\n", - "175\n", - "65109518.61453596\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 8536, 'm': 24314, 'k_avg': 5.696813495782568, 'intersection_count': 7547, 'streets_per_node_avg': 3.021204311152765, 'streets_per_node_counts': {0: 0, 1: 989, 2: 14, 3: 5416, 4: 2065, 5: 48, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11586223055295221, 2: 0.0016401124648547328, 3: 0.6344892221180881, 4: 0.2419165885660731, 5: 0.005623242736644799, 6: 0.00046860356138706655}, 'edge_length_total': 1387905.7890000036, 'edge_length_avg': 57.08257748622208, 'street_length_total': 715275.5259999981, 'street_length_avg': 56.58377707459838, 'street_segments_count': 12641, 'node_density_km': 131.10218262455874, 'intersection_density_km': 115.91239131531687, 'edge_density_km': 21316.480578158476, 'street_density_km': 10985.728987409684, 'circuity_avg': 1.061757820300201, 'self_loop_proportion': 0.002220942666776343, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061757820300201\n", - "176\n", - "4004562.186765598\n", - "{'n': 132, 'm': 326, 'k_avg': 4.9393939393939394, 'intersection_count': 96, 'streets_per_node_avg': 2.5984848484848486, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 77, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0, 3: 0.5833333333333334, 4: 0.14393939393939395}, 'edge_length_total': 44740.47600000001, 'edge_length_avg': 137.2407239263804, 'street_length_total': 22370.238000000005, 'street_length_avg': 137.2407239263804, 'street_segments_count': 163, 'node_density_km': 32.96240483822119, 'intersection_density_km': 23.972658064160868, 'edge_density_km': 11172.376383081208, 'street_density_km': 5586.188191540604, 'circuity_avg': 1.0387968935996597, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0387968935996597\n", - "177\n", - "8009088.762184148\n", - "{'n': 672, 'm': 1798, 'k_avg': 5.351190476190476, 'intersection_count': 550, 'streets_per_node_avg': 2.8467261904761907, 'streets_per_node_counts': {0: 0, 1: 122, 2: 0, 3: 412, 4: 136, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18154761904761904, 2: 0.0, 3: 0.6130952380952381, 4: 0.20238095238095238, 5: 0.001488095238095238, 6: 0.001488095238095238}, 'edge_length_total': 131320.944, 'edge_length_avg': 73.03723248053392, 'street_length_total': 67698.70699999995, 'street_length_avg': 72.56024330117894, 'street_segments_count': 933, 'node_density_km': 83.90467629387838, 'intersection_density_km': 68.67198208576356, 'edge_density_km': 16396.49002518829, 'street_density_km': 8452.735262424278, 'circuity_avg': 1.0679993688051233, 'self_loop_proportion': 0.0055617352614015575, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0679993688051233\n", - "178\n", - "10015694.622307878\n", - "{'n': 1348, 'm': 3744, 'k_avg': 5.554896142433234, 'intersection_count': 1204, 'streets_per_node_avg': 3.0089020771513355, 'streets_per_node_counts': {0: 0, 1: 144, 2: 0, 3: 914, 4: 281, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10682492581602374, 2: 0.0, 3: 0.6780415430267063, 4: 0.20845697329376855, 5: 0.005934718100890208, 6: 0.000741839762611276}, 'edge_length_total': 257919.5770000004, 'edge_length_avg': 68.88877590811977, 'street_length_total': 132760.13599999997, 'street_length_avg': 66.18152342971085, 'street_segments_count': 2006, 'node_density_km': 134.58876801191704, 'intersection_density_km': 120.21133285337397, 'edge_density_km': 25751.541628030285, 'street_density_km': 13255.210048467769, 'circuity_avg': 1.0693656574891373, 'self_loop_proportion': 0.004273504273504274, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0693656574891373\n", - "179\n", - "11012674.698010731\n", - "{'n': 439, 'm': 1042, 'k_avg': 4.747152619589977, 'intersection_count': 359, 'streets_per_node_avg': 2.71753986332574, 'streets_per_node_counts': {0: 0, 1: 80, 2: 1, 3: 321, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18223234624145787, 2: 0.002277904328018223, 3: 0.7312072892938497, 4: 0.08428246013667426}, 'edge_length_total': 121389.8050000001, 'edge_length_avg': 116.49693378119011, 'street_length_total': 63246.987000000016, 'street_length_avg': 109.6134956672444, 'street_segments_count': 577, 'node_density_km': 39.863158772800084, 'intersection_density_km': 32.59880182103697, 'edge_density_km': 11022.735922811493, 'street_density_km': 5743.108621144017, 'circuity_avg': 1.0563436642878603, 'self_loop_proportion': 0.0019193857965451055, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0563436642878603\n", - "180\n", - "8014344.143957936\n", - "{'n': 1115, 'm': 2683, 'k_avg': 4.812556053811659, 'intersection_count': 811, 'streets_per_node_avg': 2.515695067264574, 'streets_per_node_counts': {0: 0, 1: 304, 2: 1, 3: 745, 4: 61, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2726457399103139, 2: 0.0008968609865470852, 3: 0.6681614349775785, 4: 0.054708520179372194, 5: 0.003587443946188341}, 'edge_length_total': 158926.2469999996, 'edge_length_avg': 59.23453112187834, 'street_length_total': 80537.15199999996, 'street_length_avg': 58.615103347889345, 'street_segments_count': 1374, 'node_density_km': 139.125545393581, 'intersection_density_km': 101.19355812932214, 'edge_density_km': 19830.224924869875, 'street_density_km': 10049.125736722626, 'circuity_avg': 1.081544770093115, 'self_loop_proportion': 0.002981736861721953, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.081544770093115\n", - "181\n", - "10012206.13395365\n", - "{'n': 569, 'm': 1443, 'k_avg': 5.072056239015817, 'intersection_count': 429, 'streets_per_node_avg': 2.625659050966608, 'streets_per_node_counts': {0: 0, 1: 140, 2: 0, 3: 362, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2460456942003515, 2: 0.0, 3: 0.6362038664323374, 4: 0.11775043936731107}, 'edge_length_total': 151644.15200000023, 'edge_length_avg': 105.08950242550259, 'street_length_total': 76204.45400000006, 'street_length_avg': 104.67644780219788, 'street_segments_count': 728, 'node_density_km': 56.83063176959498, 'intersection_density_km': 42.84769952400043, 'edge_density_km': 15145.927877547458, 'street_density_km': 7611.155122103765, 'circuity_avg': 1.0740099366853264, 'self_loop_proportion': 0.004158004158004158, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0740099366853264\n", - "182\n", - "10018339.859420974\n", - "{'n': 893, 'm': 2376, 'k_avg': 5.321388577827547, 'intersection_count': 744, 'streets_per_node_avg': 2.8141097424412096, 'streets_per_node_counts': {0: 0, 1: 149, 2: 3, 3: 607, 4: 133, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16685330347144456, 2: 0.0033594624860022394, 3: 0.6797312430011199, 4: 0.14893617021276595, 5: 0.0011198208286674132}, 'edge_length_total': 183115.00100000013, 'edge_length_avg': 77.06860311447817, 'street_length_total': 94452.39400000012, 'street_length_avg': 76.54164829821727, 'street_segments_count': 1234, 'node_density_km': 89.13652486646748, 'intersection_density_km': 74.26380123253281, 'edge_density_km': 18277.978544299807, 'street_density_km': 9427.948674667854, 'circuity_avg': 1.0983992942792467, 'self_loop_proportion': 0.005471380471380472, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0983992942792467\n", - "183\n", - "169195279.57912633\n", - "error with entry 183\n", - "184\n", - "24027404.070059713\n", - "{'n': 5452, 'm': 15724, 'k_avg': 5.768158473954512, 'intersection_count': 4841, 'streets_per_node_avg': 3.0331988261188556, 'streets_per_node_counts': {0: 0, 1: 611, 2: 10, 3: 3444, 4: 1361, 5: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11206896551724138, 2: 0.001834189288334556, 3: 0.6316947909024211, 4: 0.24963316214233308, 5: 0.004768892149669846}, 'edge_length_total': 815924.8030000072, 'edge_length_avg': 51.890409755787786, 'street_length_total': 420915.9789999999, 'street_length_avg': 51.212553716997185, 'street_segments_count': 8219, 'node_density_km': 226.90757537114374, 'intersection_density_km': 201.47827813127418, 'edge_density_km': 33958.09221091521, 'street_density_km': 17518.162918169703, 'circuity_avg': 1.0691319383795532, 'self_loop_proportion': 0.0030526583566522513, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0691319383795532\n", - "185\n", - "10011425.424456794\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 214, 'm': 630, 'k_avg': 5.88785046728972, 'intersection_count': 192, 'streets_per_node_avg': 3.0046728971962615, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 147, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.102803738317757, 2: 0.0, 3: 0.6869158878504673, 4: 0.2102803738317757}, 'edge_length_total': 103297.59600000008, 'edge_length_avg': 163.96443809523822, 'street_length_total': 51648.798000000024, 'street_length_avg': 163.96443809523817, 'street_segments_count': 315, 'node_density_km': 21.375577495410585, 'intersection_density_km': 19.178088220181458, 'edge_density_km': 10317.970880315963, 'street_density_km': 5158.98544015798, 'circuity_avg': 1.0405559766741854, 'self_loop_proportion': 0.006349206349206349, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0405559766741854\n", - "186\n", - "7009759.083062559\n", - "{'n': 346, 'm': 874, 'k_avg': 5.0520231213872835, 'intersection_count': 266, 'streets_per_node_avg': 2.6820809248554913, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 216, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23121387283236994, 2: 0.0, 3: 0.6242774566473989, 4: 0.14450867052023122}, 'edge_length_total': 90375.03599999975, 'edge_length_avg': 103.40393135011412, 'street_length_total': 45457.42199999999, 'street_length_avg': 102.38158108108107, 'street_segments_count': 444, 'node_density_km': 49.359756291200924, 'intersection_density_km': 37.94709587705042, 'edge_density_km': 12892.744947307796, 'street_density_km': 6484.876507359176, 'circuity_avg': 1.0443745250503598, 'self_loop_proportion': 0.002288329519450801, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0443745250503598\n", - "187\n", - "10018489.556387557\n", - "{'n': 179, 'm': 566, 'k_avg': 6.324022346368715, 'intersection_count': 163, 'streets_per_node_avg': 3.2849162011173183, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 80, 4: 83}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0893854748603352, 2: 0.0, 3: 0.44692737430167595, 4: 0.46368715083798884}, 'edge_length_total': 110788.80600000007, 'edge_length_avg': 195.73993992932876, 'street_length_total': 55394.40300000002, 'street_length_avg': 195.7399399293287, 'street_segments_count': 283, 'node_density_km': 17.86696477473231, 'intersection_density_km': 16.26991764402998, 'edge_density_km': 11058.43404601482, 'street_density_km': 5529.217023007408, 'circuity_avg': 1.0129048353537784, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0129048353537784\n", - "188\n", - "8016638.5051923385\n", - "{'n': 1058, 'm': 2982, 'k_avg': 5.637051039697543, 'intersection_count': 963, 'streets_per_node_avg': 3.0170132325141776, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 757, 4: 204, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08979206049149338, 2: 0.0, 3: 0.7155009451795841, 4: 0.19281663516068054, 5: 0.001890359168241966}, 'edge_length_total': 193103.1749999996, 'edge_length_avg': 64.75626257545258, 'street_length_total': 99445.10400000021, 'street_length_avg': 63.665239436619856, 'street_segments_count': 1562, 'node_density_km': 131.97551558732985, 'intersection_density_km': 120.12516210831629, 'edge_density_km': 24087.798754419025, 'street_density_km': 12404.838254287019, 'circuity_avg': 1.0825107558858127, 'self_loop_proportion': 0.00335345405767941, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0825107558858127\n", - "189\n", - "23032230.18279688\n", - "{'n': 1668, 'm': 4589, 'k_avg': 5.502398081534772, 'intersection_count': 1346, 'streets_per_node_avg': 2.7829736211031175, 'streets_per_node_counts': {0: 0, 1: 322, 2: 0, 3: 1072, 4: 268, 5: 5, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19304556354916066, 2: 0.0, 3: 0.6426858513189448, 4: 0.1606714628297362, 5: 0.002997601918465228, 6: 0.0, 7: 0.0005995203836930455}, 'edge_length_total': 485140.0379999978, 'edge_length_avg': 105.71802963608582, 'street_length_total': 243032.34299999982, 'street_length_avg': 105.66623608695645, 'street_segments_count': 2300, 'node_density_km': 72.42025573562799, 'intersection_density_km': 58.439846654769354, 'edge_density_km': 21063.52854889216, 'street_density_km': 10551.837189501706, 'circuity_avg': 1.0860900440033143, 'self_loop_proportion': 0.00610154717803443, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0860900440033143\n", - "190\n", - "5008151.168960442\n", - "{'n': 461, 'm': 1154, 'k_avg': 5.006507592190889, 'intersection_count': 344, 'streets_per_node_avg': 2.585683297180043, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 304, 4: 37, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25379609544468545, 2: 0.0, 3: 0.6594360086767896, 4: 0.08026030368763558, 5: 0.006507592190889371}, 'edge_length_total': 94041.096, 'edge_length_avg': 81.49141767764299, 'street_length_total': 47328.34699999997, 'street_length_avg': 81.3201838487972, 'street_segments_count': 582, 'node_density_km': 92.0499370820093, 'intersection_density_km': 68.68802246466637, 'edge_density_km': 18777.607310028627, 'street_density_km': 9450.263261486987, 'circuity_avg': 1.0521769195234216, 'self_loop_proportion': 0.0034662045060658577, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0521769195234216\n", - "191\n", - "9010461.676745065\n", - "{'n': 515, 'm': 1347, 'k_avg': 5.231067961165048, 'intersection_count': 398, 'streets_per_node_avg': 2.7262135922330097, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 306, 4: 91, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22718446601941747, 2: 0.0, 3: 0.5941747572815534, 4: 0.1766990291262136, 5: 0.001941747572815534}, 'edge_length_total': 137255.1870000002, 'edge_length_avg': 101.89694654788434, 'street_length_total': 69252.00199999998, 'street_length_avg': 101.69163289280466, 'street_segments_count': 681, 'node_density_km': 57.15578385169253, 'intersection_density_km': 44.17087761742452, 'edge_density_km': 15232.869515913886, 'street_density_km': 7685.732927396073, 'circuity_avg': 1.0586504949779845, 'self_loop_proportion': 0.0014847809948032665, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0586504949779845\n", - "192\n", - "13015221.811655378\n", - "{'n': 359, 'm': 1040, 'k_avg': 5.793871866295264, 'intersection_count': 297, 'streets_per_node_avg': 2.9526462395543174, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 191, 4: 105, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17270194986072424, 2: 0.0, 3: 0.532033426183844, 4: 0.2924791086350975, 5: 0.002785515320334262}, 'edge_length_total': 163458.4959999999, 'edge_length_avg': 157.17163076923066, 'street_length_total': 81729.24799999999, 'street_length_avg': 157.17163076923075, 'street_segments_count': 520, 'node_density_km': 27.583087341508747, 'intersection_density_km': 22.819434374451525, 'edge_density_km': 12559.024991308232, 'street_density_km': 6279.512495654119, 'circuity_avg': 1.028806318862904, 'self_loop_proportion': 0.0019230769230769232, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028806318862904\n", - "193\n", - "12014909.06465863\n", - "{'n': 953, 'm': 2576, 'k_avg': 5.406086044071354, 'intersection_count': 786, 'streets_per_node_avg': 2.845750262329486, 'streets_per_node_counts': {0: 0, 1: 167, 2: 0, 3: 604, 4: 178, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17523609653725078, 2: 0.0, 3: 0.633788037775446, 4: 0.18677859391395593, 5: 0.0031479538300104933, 6: 0.001049317943336831}, 'edge_length_total': 176077.36099999983, 'edge_length_avg': 68.35301281055894, 'street_length_total': 89200.85599999987, 'street_length_avg': 66.71716978309638, 'street_segments_count': 1337, 'node_density_km': 79.31812008492108, 'intersection_density_km': 65.4187223365666, 'edge_density_km': 14654.905838440698, 'street_density_km': 7424.180700824494, 'circuity_avg': 1.1223551565002317, 'self_loop_proportion': 0.004658385093167702, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1223551565002317\n", - "194\n", - "14025022.942934718\n", - "{'n': 958, 'm': 2619, 'k_avg': 5.467640918580376, 'intersection_count': 766, 'streets_per_node_avg': 2.805845511482255, 'streets_per_node_counts': {0: 0, 1: 192, 2: 0, 3: 577, 4: 182, 5: 5, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20041753653444677, 2: 0.0, 3: 0.6022964509394572, 4: 0.18997912317327767, 5: 0.005219206680584551, 6: 0.0020876826722338203}, 'edge_length_total': 227278.4859999999, 'edge_length_avg': 86.7806361206567, 'street_length_total': 114097.81600000011, 'street_length_avg': 86.43773939393948, 'street_segments_count': 1320, 'node_density_km': 68.30648362558327, 'intersection_density_km': 54.61666644801334, 'edge_density_km': 16205.213134035854, 'street_density_km': 8135.303340625073, 'circuity_avg': 1.0588161963989533, 'self_loop_proportion': 0.002290950744558992, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0588161963989533\n", - "195\n", - "54060324.67604555\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 4686, 'm': 13631, 'k_avg': 5.817755014938114, 'intersection_count': 3870, 'streets_per_node_avg': 2.931284677763551, 'streets_per_node_counts': {0: 0, 1: 816, 2: 3, 3: 2571, 4: 1281, 5: 13, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17413572343149808, 2: 0.0006402048655569782, 3: 0.5486555697823303, 4: 0.2733674775928297, 5: 0.002774221084080239, 6: 0.0004268032437046522}, 'edge_length_total': 1136231.112, 'edge_length_avg': 83.35640173134766, 'street_length_total': 572668.1369999999, 'street_length_avg': 83.76014874945149, 'street_segments_count': 6837, 'node_density_km': 86.68094444642495, 'intersection_density_km': 71.58669547752123, 'edge_density_km': 21017.83736610577, 'street_density_km': 10593.131662299329, 'circuity_avg': 1.0460102839615604, 'self_loop_proportion': 0.0013205194042990242, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0460102839615604\n", - "196\n", - "12018509.850175789\n", - "{'n': 674, 'm': 1661, 'k_avg': 4.928783382789318, 'intersection_count': 529, 'streets_per_node_avg': 2.664688427299703, 'streets_per_node_counts': {0: 0, 1: 145, 2: 5, 3: 455, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21513353115727002, 2: 0.00741839762611276, 3: 0.6750741839762612, 4: 0.10237388724035608}, 'edge_length_total': 150814.6740000003, 'edge_length_avg': 90.7975159542446, 'street_length_total': 77686.20400000003, 'street_length_avg': 88.17957321225883, 'street_segments_count': 881, 'node_density_km': 56.080163714317855, 'intersection_density_km': 44.01544006657885, 'edge_density_km': 12548.53354368174, 'street_density_km': 6463.879879323288, 'circuity_avg': 1.0764389248019706, 'self_loop_proportion': 0.004214328717639976, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0764389248019706\n", - "197\n", - "9015942.473486098\n", - "{'n': 645, 'm': 1691, 'k_avg': 5.243410852713178, 'intersection_count': 485, 'streets_per_node_avg': 2.6651162790697676, 'streets_per_node_counts': {0: 0, 1: 160, 2: 0, 3: 382, 4: 102, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24806201550387597, 2: 0.0, 3: 0.5922480620155038, 4: 0.15813953488372093, 5: 0.0015503875968992248}, 'edge_length_total': 168799.38000000032, 'edge_length_avg': 99.82222353636921, 'street_length_total': 84447.43400000015, 'street_length_avg': 99.81966193853447, 'street_segments_count': 846, 'node_density_km': 71.53994181937198, 'intersection_density_km': 53.79359966262854, 'edge_density_km': 18722.3222082885, 'street_density_km': 9366.456612643822, 'circuity_avg': 1.071947331596439, 'self_loop_proportion': 0.0059136605558840925, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071947331596439\n", - "198\n", - "16021416.791928325\n", - "{'n': 2504, 'm': 6770, 'k_avg': 5.407348242811501, 'intersection_count': 2068, 'streets_per_node_avg': 2.8634185303514377, 'streets_per_node_counts': {0: 0, 1: 436, 2: 3, 3: 1545, 4: 507, 5: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17412140575079874, 2: 0.0011980830670926517, 3: 0.6170127795527156, 4: 0.20247603833865815, 5: 0.005191693290734824}, 'edge_length_total': 373024.31599999877, 'edge_length_avg': 55.099603545051515, 'street_length_total': 192750.24300000042, 'street_length_avg': 54.38776608352156, 'street_segments_count': 3544, 'node_density_km': 156.2907970324777, 'intersection_density_km': 129.07722374726993, 'edge_density_km': 23282.85449685888, 'street_density_km': 12030.786384454403, 'circuity_avg': 1.0773666658132848, 'self_loop_proportion': 0.004431314623338257, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0773666658132848\n", - "199\n", - "8010007.365283444\n", - "{'n': 537, 'm': 1374, 'k_avg': 5.11731843575419, 'intersection_count': 451, 'streets_per_node_avg': 2.7690875232774674, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 404, 4: 46, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1601489757914339, 2: 0.0, 3: 0.7523277467411545, 4: 0.0856610800744879, 5: 0.00186219739292365}, 'edge_length_total': 130582.80500000002, 'edge_length_avg': 95.03843158660845, 'street_length_total': 66837.59400000001, 'street_length_avg': 92.44480497925314, 'street_segments_count': 723, 'node_density_km': 67.04113685680707, 'intersection_density_km': 56.304567453296066, 'edge_density_km': 16302.457544042369, 'street_density_km': 8344.261241217333, 'circuity_avg': 1.0559172487906219, 'self_loop_proportion': 0.002911208151382824, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0559172487906219\n", - "200\n", - "20027751.749673326\n", - "{'n': 1540, 'm': 4020, 'k_avg': 5.220779220779221, 'intersection_count': 1286, 'streets_per_node_avg': 2.8233766233766233, 'streets_per_node_counts': {0: 0, 1: 254, 2: 4, 3: 1054, 4: 217, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16493506493506493, 2: 0.0025974025974025974, 3: 0.6844155844155844, 4: 0.1409090909090909, 5: 0.006493506493506494, 6: 0.0006493506493506494}, 'edge_length_total': 341494.485000001, 'edge_length_avg': 84.94887686567188, 'street_length_total': 175607.3480000006, 'street_length_avg': 82.17470659803492, 'street_segments_count': 2137, 'node_density_km': 76.89330381404989, 'intersection_density_km': 64.21090175640789, 'edge_density_km': 17051.064406446476, 'street_density_km': 8768.20075437898, 'circuity_avg': 1.0696122158615389, 'self_loop_proportion': 0.002736318407960199, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0696122158615389\n", - "201\n", - "12012659.464647679\n", - "{'n': 861, 'm': 2359, 'k_avg': 5.479674796747967, 'intersection_count': 729, 'streets_per_node_avg': 2.873403019744483, 'streets_per_node_counts': {0: 0, 1: 132, 2: 0, 3: 577, 4: 149, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15331010452961671, 2: 0.0, 3: 0.670150987224158, 4: 0.17305458768873402, 5: 0.003484320557491289}, 'edge_length_total': 239881.1220000004, 'edge_length_avg': 101.68763119966104, 'street_length_total': 120591.80999999998, 'street_length_avg': 100.74503759398495, 'street_segments_count': 1197, 'node_density_km': 71.67438671959827, 'intersection_density_km': 60.685978999520486, 'edge_density_km': 19969.0270673161, 'street_density_km': 10038.727090773888, 'circuity_avg': 1.0681095591270275, 'self_loop_proportion': 0.005934718100890208, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0681095591270275\n", - "202\n", - "9010512.463541986\n", - "{'n': 4325, 'm': 12244, 'k_avg': 5.661965317919075, 'intersection_count': 3665, 'streets_per_node_avg': 2.9336416184971097, 'streets_per_node_counts': {0: 0, 1: 660, 2: 9, 3: 2635, 4: 1002, 5: 17, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15260115606936417, 2: 0.0020809248554913293, 3: 0.6092485549132948, 4: 0.23167630057803468, 5: 0.003930635838150289, 6: 0.00046242774566473987}, 'edge_length_total': 425279.3220000022, 'edge_length_avg': 34.73369176739646, 'street_length_total': 218346.27000000046, 'street_length_avg': 34.53753084466948, 'street_segments_count': 6322, 'node_density_km': 479.99489679412363, 'intersection_density_km': 406.74712063594524, 'edge_density_km': 47198.128155390965, 'street_density_km': 24232.3919847473, 'circuity_avg': 1.0526126300260346, 'self_loop_proportion': 0.0023685070238484156, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0526126300260346\n", - "203\n", - "24027040.22622509\n", - "{'n': 2904, 'm': 7921, 'k_avg': 5.455234159779614, 'intersection_count': 2408, 'streets_per_node_avg': 2.8860192837465566, 'streets_per_node_counts': {0: 0, 1: 496, 2: 13, 3: 1732, 4: 652, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17079889807162535, 2: 0.004476584022038568, 3: 0.5964187327823691, 4: 0.22451790633608815, 5: 0.003787878787878788}, 'edge_length_total': 411061.0700000013, 'edge_length_avg': 51.89509784118183, 'street_length_total': 211750.89300000016, 'street_length_avg': 51.122861661033355, 'street_segments_count': 4142, 'node_density_km': 120.86382561720337, 'intersection_density_km': 100.22041738506395, 'edge_density_km': 17108.269105544485, 'street_density_km': 8813.024451046525, 'circuity_avg': 1.0628910489680847, 'self_loop_proportion': 0.002524933720489837, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0628910489680847\n", - "204\n", - "12018994.669865664\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1126, 'm': 2959, 'k_avg': 5.255772646536412, 'intersection_count': 894, 'streets_per_node_avg': 2.7726465364120783, 'streets_per_node_counts': {0: 0, 1: 232, 2: 0, 3: 693, 4: 196, 5: 3, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20603907637655416, 2: 0.0, 3: 0.6154529307282416, 4: 0.17406749555950266, 5: 0.0026642984014209592, 6: 0.0017761989342806395}, 'edge_length_total': 224991.371999999, 'edge_length_avg': 76.03628658330484, 'street_length_total': 114587.67499999977, 'street_length_avg': 75.04104453176147, 'street_segments_count': 1527, 'node_density_km': 93.68504029901406, 'intersection_density_km': 74.38226112550495, 'edge_density_km': 18719.649869227684, 'street_density_km': 9533.881838494943, 'circuity_avg': 1.0630830175285069, 'self_loop_proportion': 0.002027712064886786, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630830175285069\n", - "205\n", - "11016342.018166168\n", - "{'n': 221, 'm': 566, 'k_avg': 5.122171945701357, 'intersection_count': 174, 'streets_per_node_avg': 2.6561085972850678, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 157, 4: 16, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21266968325791855, 2: 0.0, 3: 0.7104072398190046, 4: 0.07239819004524888, 5: 0.004524886877828055}, 'edge_length_total': 106437.62899999993, 'edge_length_avg': 188.05234805653697, 'street_length_total': 53362.14900000001, 'street_length_avg': 187.89489084507048, 'street_segments_count': 284, 'node_density_km': 20.061105549879134, 'intersection_density_km': 15.794716586782666, 'edge_density_km': 9661.794162207578, 'street_density_km': 4843.908160440623, 'circuity_avg': 1.0544111264924139, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0544111264924139\n", - "206\n", - "9016207.08794371\n", - "{'n': 473, 'm': 1238, 'k_avg': 5.234672304439746, 'intersection_count': 388, 'streets_per_node_avg': 2.813953488372093, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 306, 4: 82}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17970401691331925, 2: 0.0, 3: 0.6469344608879493, 4: 0.1733615221987315}, 'edge_length_total': 107781.27400000018, 'edge_length_avg': 87.06080290791614, 'street_length_total': 55392.614000000016, 'street_length_avg': 85.21940615384618, 'street_segments_count': 650, 'node_density_km': 52.46108428814662, 'intersection_density_km': 43.03361670993846, 'edge_density_km': 11954.170190270264, 'street_density_km': 6143.671441849411, 'circuity_avg': 1.0699489672948284, 'self_loop_proportion': 0.0032310177705977385, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0699489672948284\n", - "207\n", - "24027106.66214069\n", - "{'n': 1068, 'm': 2874, 'k_avg': 5.382022471910112, 'intersection_count': 903, 'streets_per_node_avg': 2.8230337078651684, 'streets_per_node_counts': {0: 0, 1: 165, 2: 2, 3: 758, 4: 143}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1544943820224719, 2: 0.0018726591760299626, 3: 0.7097378277153558, 4: 0.13389513108614232}, 'edge_length_total': 372395.80799999856, 'edge_length_avg': 129.5740459290183, 'street_length_total': 188334.14099999974, 'street_length_avg': 128.81952188782472, 'street_segments_count': 1462, 'node_density_km': 44.4497964327448, 'intersection_density_km': 37.58255260184322, 'edge_density_km': 15498.986758433944, 'street_density_km': 7838.402835941802, 'circuity_avg': 1.037634343401282, 'self_loop_proportion': 0.0006958942240779402, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.037634343401282\n", - "208\n", - "13026623.541665344\n", - "{'n': 1390, 'm': 3582, 'k_avg': 5.153956834532374, 'intersection_count': 1102, 'streets_per_node_avg': 2.7964028776978416, 'streets_per_node_counts': {0: 0, 1: 288, 2: 0, 3: 815, 4: 282, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20719424460431654, 2: 0.0, 3: 0.5863309352517986, 4: 0.20287769784172663, 5: 0.0028776978417266188, 6: 0.0007194244604316547}, 'edge_length_total': 306362.75700000045, 'edge_length_avg': 85.52840787269695, 'street_length_total': 157249.16300000006, 'street_length_avg': 83.20061534391537, 'street_segments_count': 1890, 'node_density_km': 106.70454976718396, 'intersection_density_km': 84.59598118232859, 'edge_density_km': 23518.20147562463, 'street_density_km': 12071.367726029877, 'circuity_avg': 1.0626243434723723, 'self_loop_proportion': 0.005025125628140704, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0626243434723723\n", - "209\n", - "39054906.35840916\n", - "error with entry 209\n", - "210\n", - "8008545.63487873\n", - "{'n': 2860, 'm': 7819, 'k_avg': 5.467832167832168, 'intersection_count': 2319, 'streets_per_node_avg': 2.8433566433566435, 'streets_per_node_counts': {0: 0, 1: 541, 2: 2, 3: 1695, 4: 608, 5: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18916083916083917, 2: 0.0006993006993006993, 3: 0.5926573426573427, 4: 0.2125874125874126, 5: 0.0048951048951048955}, 'edge_length_total': 293659.8950000002, 'edge_length_avg': 37.557218953830436, 'street_length_total': 150330.42000000004, 'street_length_avg': 37.275085544259866, 'street_segments_count': 4033, 'node_density_km': 357.1185244352182, 'intersection_density_km': 289.5656846731717, 'edge_density_km': 36668.31761825216, 'street_density_km': 18771.250967876444, 'circuity_avg': 1.0828761880366806, 'self_loop_proportion': 0.004604169331116511, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0828761880366806\n", - "211\n", - "8008341.673102038\n", - "{'n': 1027, 'm': 2693, 'k_avg': 5.244401168451802, 'intersection_count': 846, 'streets_per_node_avg': 2.836416747809153, 'streets_per_node_counts': {0: 0, 1: 181, 2: 2, 3: 662, 4: 171, 5: 9, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1762414800389484, 2: 0.0019474196689386564, 3: 0.6445959104186952, 4: 0.1665043816942551, 5: 0.008763388510223954, 6: 0.0009737098344693282, 7: 0.0009737098344693282}, 'edge_length_total': 171835.6279999991, 'edge_length_avg': 63.808253991830334, 'street_length_total': 89768.83200000017, 'street_length_avg': 62.12375916955029, 'street_segments_count': 1445, 'node_density_km': 128.24128164379263, 'intersection_density_km': 105.639848364799, 'edge_density_km': 21457.080006607463, 'street_density_km': 11209.415839675099, 'circuity_avg': 1.0728864351352467, 'self_loop_proportion': 0.004084663943557371, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0728864351352467\n", - "212\n", - "5008283.443338315\n", - "{'n': 146, 'm': 375, 'k_avg': 5.136986301369863, 'intersection_count': 121, 'streets_per_node_avg': 2.780821917808219, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 103, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17123287671232876, 2: 0.0, 3: 0.7054794520547946, 4: 0.1232876712328767}, 'edge_length_total': 50465.62000000004, 'edge_length_avg': 134.57498666666677, 'street_length_total': 25357.360000000008, 'street_length_avg': 134.16592592592596, 'street_segments_count': 189, 'node_density_km': 29.1517047011785, 'intersection_density_km': 24.159974444127386, 'edge_density_km': 10076.430491793759, 'street_density_km': 5063.084046037506, 'circuity_avg': 1.0504647294944638, 'self_loop_proportion': 0.005333333333333333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0504647294944638\n", - "213\n", - "10017911.696821995\n", - "{'n': 1124, 'm': 2915, 'k_avg': 5.186832740213523, 'intersection_count': 930, 'streets_per_node_avg': 2.840747330960854, 'streets_per_node_counts': {0: 0, 1: 194, 2: 0, 3: 733, 4: 185, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17259786476868327, 2: 0.0, 3: 0.652135231316726, 4: 0.16459074733096085, 5: 0.010676156583629894}, 'edge_length_total': 193873.50299999915, 'edge_length_avg': 66.50892041166351, 'street_length_total': 102320.57599999991, 'street_length_avg': 65.08942493638672, 'street_segments_count': 1572, 'node_density_km': 112.19903249462351, 'intersection_density_km': 92.83371905693939, 'edge_density_km': 19352.686354931844, 'street_density_km': 10213.763017342157, 'circuity_avg': 1.0598149419803893, 'self_loop_proportion': 0.0013722126929674098, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0598149419803893\n", - "214\n", - "17018842.445719693\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2613, 'm': 7362, 'k_avg': 5.634902411021814, 'intersection_count': 2242, 'streets_per_node_avg': 2.961729812476081, 'streets_per_node_counts': {0: 0, 1: 371, 2: 9, 3: 1589, 4: 638, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.141982395713739, 2: 0.003444316877152698, 3: 0.6081132797550708, 4: 0.24416379640260238, 5: 0.0019135093761959434, 6: 0.0003827018752391887}, 'edge_length_total': 431358.94700000074, 'edge_length_avg': 58.59263067101341, 'street_length_total': 221889.75699999952, 'street_length_avg': 57.94979289631745, 'street_segments_count': 3829, 'node_density_km': 153.53570657545984, 'intersection_density_km': 131.73633912827438, 'edge_density_km': 25345.962768959605, 'street_density_km': 13037.887724015312, 'circuity_avg': 1.0644920530060387, 'self_loop_proportion': 0.0019016571583808748, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0644920530060387\n", - "215\n", - "32057682.13097518\n", - "{'n': 3177, 'm': 8746, 'k_avg': 5.505823103556815, 'intersection_count': 2559, 'streets_per_node_avg': 2.815549260308467, 'streets_per_node_counts': {0: 0, 1: 618, 2: 2, 3: 1918, 4: 626, 5: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19452313503305005, 2: 0.0006295247088448222, 3: 0.6037141957821844, 4: 0.19704123386842934, 5: 0.004091910607491344}, 'edge_length_total': 715302.3459999997, 'edge_length_avg': 81.78622753258628, 'street_length_total': 359658.49700000085, 'street_length_avg': 81.26039245368297, 'street_segments_count': 4426, 'node_density_km': 99.10261094423538, 'intersection_density_km': 79.82486037340206, 'edge_density_km': 22312.977684336423, 'street_density_km': 11219.104847648578, 'circuity_avg': 1.0677159611131453, 'self_loop_proportion': 0.00228675966155957, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0677159611131453\n", - "216\n", - "80090502.08913842\n", - "{'n': 7203, 'm': 18638, 'k_avg': 5.175065944745245, 'intersection_count': 5601, 'streets_per_node_avg': 2.7062335138136886, 'streets_per_node_counts': {0: 0, 1: 1602, 2: 2, 3: 4522, 4: 1065, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2224073302790504, 2: 0.00027766208524226016, 3: 0.6277939747327502, 4: 0.14785506039150353, 5: 0.0015271414688324309, 6: 0.00013883104262113008}, 'edge_length_total': 1672361.1029999962, 'edge_length_avg': 89.72857082304948, 'street_length_total': 877945.0670000026, 'street_length_avg': 90.4724924773292, 'street_segments_count': 9704, 'node_density_km': 89.93575782535697, 'intersection_density_km': 69.93338603079611, 'edge_density_km': 20880.891733438086, 'street_density_km': 10961.912387849374, 'circuity_avg': 1.0669613851469804, 'self_loop_proportion': 0.0015023071144972637, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0669613851469804\n", - "217\n", - "64075331.44693971\n", - "{'n': 8271, 'm': 23950, 'k_avg': 5.791319066618305, 'intersection_count': 7038, 'streets_per_node_avg': 2.9621569338653124, 'streets_per_node_counts': {0: 0, 1: 1233, 2: 10, 3: 4926, 4: 2047, 5: 49, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14907508161044614, 2: 0.0012090436464756377, 3: 0.5955749002538991, 4: 0.24749123443356305, 5: 0.005924313867730625, 6: 0.0007254261878853826}, 'edge_length_total': 1847347.4930000037, 'edge_length_avg': 77.13350701461394, 'street_length_total': 936556.6669999949, 'street_length_avg': 76.79841467814636, 'street_segments_count': 12195, 'node_density_km': 129.08243801827467, 'intersection_density_km': 109.83946303622503, 'edge_density_km': 28830.869092417855, 'street_density_km': 14616.493521778353, 'circuity_avg': 1.0619108833577664, 'self_loop_proportion': 0.0040083507306889355, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0619108833577664\n", - "218\n", - "5007998.380740666\n", - "{'n': 184, 'm': 455, 'k_avg': 4.945652173913044, 'intersection_count': 146, 'streets_per_node_avg': 2.717391304347826, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 122, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20652173913043478, 2: 0.0, 3: 0.6630434782608695, 4: 0.13043478260869565}, 'edge_length_total': 56510.162, 'edge_length_avg': 124.19815824175824, 'street_length_total': 28506.621999999985, 'street_length_avg': 123.40529004328998, 'street_segments_count': 231, 'node_density_km': 36.74122593721507, 'intersection_density_km': 29.153364058877173, 'edge_density_km': 11283.981683644703, 'street_density_km': 5692.218693526006, 'circuity_avg': 1.053751628698118, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053751628698118\n", - "219\n", - "9013404.569861397\n", - "{'n': 1447, 'm': 4177, 'k_avg': 5.77332411886662, 'intersection_count': 1304, 'streets_per_node_avg': 3.0145127850725637, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 1001, 4: 299, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09882515549412578, 2: 0.0, 3: 0.6917760884588804, 4: 0.2066344160331721, 5: 0.0027643400138217}, 'edge_length_total': 232092.71300000037, 'edge_length_avg': 55.56445128082365, 'street_length_total': 118428.6079999999, 'street_length_avg': 55.16004098742427, 'street_segments_count': 2147, 'node_density_km': 160.5386720172765, 'intersection_density_km': 144.6734127923487, 'edge_density_km': 25749.72766406838, 'street_density_km': 13139.164794177328, 'circuity_avg': 1.0514879161761468, 'self_loop_proportion': 0.0009576250897773521, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0514879161761468\n", - "220\n", - "49059223.29373774\n", - "{'n': 8234, 'm': 23584, 'k_avg': 5.7284430410493075, 'intersection_count': 7269, 'streets_per_node_avg': 3.018824386689337, 'streets_per_node_counts': {0: 0, 1: 965, 2: 11, 3: 5219, 4: 1988, 5: 47, 6: 2, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1171969880981297, 2: 0.0013359242166626185, 3: 0.6338353169783824, 4: 0.24143794024775322, 5: 0.0057080398348311875, 6: 0.00024289531212047608, 7: 0.00024289531212047608}, 'edge_length_total': 1115712.2710000072, 'edge_length_avg': 47.30801691824996, 'street_length_total': 577030.8600000009, 'street_length_avg': 46.90545114615517, 'street_segments_count': 12302, 'node_density_km': 167.83796088045784, 'intersection_density_km': 148.16785737673646, 'edge_density_km': 22742.15114087272, 'street_density_km': 11761.9240839807, 'circuity_avg': 1.0577201835149068, 'self_loop_proportion': 0.0016112618724559023, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0577201835149068\n", - "221\n", - "78125435.16660202\n", - "{'n': 9290, 'm': 26358, 'k_avg': 5.67448869752422, 'intersection_count': 7688, 'streets_per_node_avg': 2.910118406889128, 'streets_per_node_counts': {0: 0, 1: 1602, 2: 0, 3: 5368, 4: 2278, 5: 35, 6: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17244348762109796, 2: 0.0, 3: 0.5778256189451023, 4: 0.24520990312163618, 5: 0.003767491926803014, 6: 0.0007534983853606028}, 'edge_length_total': 1976595.1429999971, 'edge_length_avg': 74.99033094316705, 'street_length_total': 1009820.9289999991, 'street_length_avg': 75.0126971475263, 'street_segments_count': 13462, 'node_density_km': 118.91133764809285, 'intersection_density_km': 98.40585186636575, 'edge_density_km': 25300.276904505172, 'street_density_km': 12925.635893695338, 'circuity_avg': 1.067841637288974, 'self_loop_proportion': 0.002352227027847333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067841637288974\n", - "222\n", - "126256565.76165573\n", - "{'n': 40130, 'm': 110395, 'k_avg': 5.5018689259905305, 'intersection_count': 33441, 'streets_per_node_avg': 2.888686768003987, 'streets_per_node_counts': {0: 0, 1: 6689, 2: 55, 3: 24643, 4: 8537, 5: 190, 6: 15, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16668327934213806, 2: 0.001370545726389235, 3: 0.6140792424619985, 4: 0.21273361574881636, 5: 0.00473461250934463, 6: 0.000373785198106155, 7: 2.4919013207077e-05}, 'edge_length_total': 5313970.80899987, 'edge_length_avg': 48.13597363105095, 'street_length_total': 2776311.6449999986, 'street_length_avg': 48.06966626843962, 'street_segments_count': 57756, 'node_density_km': 317.8448562885553, 'intersection_density_km': 264.8654333203483, 'edge_density_km': 42088.669028361364, 'street_density_km': 21989.443703395642, 'circuity_avg': 1.0744510989706868, 'self_loop_proportion': 0.0030526744870691606, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0744510989706868\n", - "223\n", - "12025088.981685413\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1458, 'm': 4310, 'k_avg': 5.9122085048010975, 'intersection_count': 1245, 'streets_per_node_avg': 3.010973936899863, 'streets_per_node_counts': {0: 0, 1: 213, 2: 0, 3: 816, 4: 419, 5: 8, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14609053497942387, 2: 0.0, 3: 0.5596707818930041, 4: 0.28737997256515774, 5: 0.0054869684499314125, 6: 0.0006858710562414266, 7: 0.0006858710562414266}, 'edge_length_total': 284041.17999999976, 'edge_length_avg': 65.90282598607882, 'street_length_total': 143455.62700000027, 'street_length_avg': 65.80533348623865, 'street_segments_count': 2180, 'node_density_km': 121.24650405669178, 'intersection_density_km': 103.53353741466479, 'edge_density_km': 23620.71336292009, 'street_density_km': 11929.69359465761, 'circuity_avg': 1.0435700247970032, 'self_loop_proportion': 0.0020881670533642693, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0435700247970032\n", - "224\n", - "6011978.661552475\n", - "{'n': 525, 'm': 1324, 'k_avg': 5.043809523809524, 'intersection_count': 431, 'streets_per_node_avg': 2.8323809523809524, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 336, 4: 91, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17904761904761904, 2: 0.0, 3: 0.64, 4: 0.17333333333333334, 5: 0.005714285714285714, 6: 0.0019047619047619048}, 'edge_length_total': 142608.38300000012, 'edge_length_avg': 107.7102590634442, 'street_length_total': 77921.62200000016, 'street_length_avg': 109.13392436974813, 'street_segments_count': 714, 'node_density_km': 87.3256592471719, 'intersection_density_km': 71.69020787720207, 'edge_density_km': 23720.706780282268, 'street_density_km': 12961.060972874186, 'circuity_avg': 1.0856149034554827, 'self_loop_proportion': 0.0030211480362537764, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0856149034554827\n", - "225\n", - "40054871.33047362\n", - "{'n': 3363, 'm': 9153, 'k_avg': 5.4433541480820695, 'intersection_count': 2693, 'streets_per_node_avg': 2.7870948557835264, 'streets_per_node_counts': {0: 0, 1: 670, 2: 1, 3: 2083, 4: 598, 5: 8, 6: 1, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1992268807612251, 2: 0.0002973535533749628, 3: 0.6193874516800476, 4: 0.17781742491822777, 5: 0.0023788284269997025, 6: 0.0002973535533749628, 7: 0.0005947071067499256}, 'edge_length_total': 765190.0539999957, 'edge_length_avg': 83.59991849666729, 'street_length_total': 385741.009000001, 'street_length_avg': 82.99075064543912, 'street_segments_count': 4648, 'node_density_km': 83.95982531696315, 'intersection_density_km': 67.23277120980724, 'edge_density_km': 19103.5454261425, 'street_density_km': 9630.314520734224, 'circuity_avg': 1.072885228429209, 'self_loop_proportion': 0.0028405987108052005, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072885228429209\n", - "226\n", - "12024322.897879485\n", - "{'n': 2029, 'm': 6223, 'k_avg': 6.1340561853129625, 'intersection_count': 1869, 'streets_per_node_avg': 3.1710202069985214, 'streets_per_node_counts': {0: 0, 1: 160, 2: 2, 3: 1212, 4: 642, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07885657959586002, 2: 0.0009857072449482504, 3: 0.5973385904386397, 4: 0.3164120256283884, 5: 0.005914243469689502, 6: 0.0004928536224741252}, 'edge_length_total': 323616.7099999985, 'edge_length_avg': 52.003327976859794, 'street_length_total': 165395.04199999978, 'street_length_avg': 51.89678129902723, 'street_segments_count': 3187, 'node_density_km': 168.74131019533903, 'intersection_density_km': 155.43494763681056, 'edge_density_km': 26913.507957863392, 'street_density_km': 13755.039963968995, 'circuity_avg': 1.0535817445980855, 'self_loop_proportion': 0.0028924955809095294, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535817445980855\n", - "227\n", - "12016030.177906951\n", - "{'n': 422, 'm': 1049, 'k_avg': 4.971563981042654, 'intersection_count': 332, 'streets_per_node_avg': 2.646919431279621, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 303, 4: 28, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2132701421800948, 2: 0.0, 3: 0.7180094786729858, 4: 0.06635071090047394, 5: 0.0, 6: 0.002369668246445498}, 'edge_length_total': 116028.83199999998, 'edge_length_avg': 110.60899142040036, 'street_length_total': 59384.107999999986, 'street_length_avg': 108.56326873857401, 'street_segments_count': 547, 'node_density_km': 35.11975201060184, 'intersection_density_km': 27.629757505971117, 'edge_density_km': 9656.170156208014, 'street_density_km': 4942.073806471081, 'circuity_avg': 1.0715604752689825, 'self_loop_proportion': 0.0076263107721639654, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0715604752689825\n", - "228\n", - "8009458.017357271\n", - "{'n': 351, 'm': 959, 'k_avg': 5.464387464387465, 'intersection_count': 318, 'streets_per_node_avg': 3.017094017094017, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 248, 4: 68, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09401709401709402, 2: 0.0, 3: 0.7065527065527065, 4: 0.19373219373219372, 5: 0.005698005698005698}, 'edge_length_total': 101590.00900000018, 'edge_length_avg': 105.9332732012515, 'street_length_total': 51776.848999999966, 'street_length_avg': 100.34273062015497, 'street_segments_count': 516, 'node_density_km': 43.823189938613694, 'intersection_density_km': 39.70306097002609, 'edge_density_km': 12683.755727272031, 'street_density_km': 6464.463499002619, 'circuity_avg': 1.0341006774936397, 'self_loop_proportion': 0.0020855057351407717, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0341006774936397\n", - "229\n", - "48053002.27498987\n", - "{'n': 8147, 'm': 23024, 'k_avg': 5.6521418927212475, 'intersection_count': 7017, 'streets_per_node_avg': 2.949061004050571, 'streets_per_node_counts': {0: 0, 1: 1130, 2: 5, 3: 5186, 4: 1802, 5: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13870136246471093, 2: 0.0006137228427642077, 3: 0.6365533325150362, 4: 0.22118571253222044, 5: 0.0029458696452681968}, 'edge_length_total': 1264635.0659999999, 'edge_length_avg': 54.926818363446834, 'street_length_total': 651756.0560000015, 'street_length_avg': 54.471880986209904, 'street_segments_count': 11965, 'node_density_km': 169.54195605464315, 'intersection_density_km': 146.02625575493198, 'edge_density_km': 26317.503717311, 'street_density_km': 13563.274408334331, 'circuity_avg': 1.0615597410833157, 'self_loop_proportion': 0.001911049339819319, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0615597410833157\n", - "230\n", - "121193721.62835588\n", - "{'n': 38215, 'm': 105688, 'k_avg': 5.531231191940337, 'intersection_count': 32583, 'streets_per_node_avg': 2.942823498626194, 'streets_per_node_counts': {0: 0, 1: 5632, 2: 93, 3: 23533, 4: 8751, 5: 197, 6: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14737668454795239, 2: 0.0024335993719743557, 3: 0.615805312050242, 4: 0.2289938505822321, 5: 0.005155043830956431, 6: 0.00023550961664267958}, 'edge_length_total': 4905878.507999986, 'edge_length_avg': 46.418500756944844, 'street_length_total': 2618764.6450000145, 'street_length_avg': 46.70027542977414, 'street_segments_count': 56076, 'node_density_km': 315.32161473832303, 'intersection_density_km': 268.85056059188224, 'edge_density_km': 40479.6423617059, 'street_density_km': 21608.088354861597, 'circuity_avg': 1.0550472395966068, 'self_loop_proportion': 0.002270834910302021, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0550472395966068\n", - "231\n", - "7014301.72859314\n", - "{'n': 501, 'm': 1360, 'k_avg': 5.429141716566866, 'intersection_count': 406, 'streets_per_node_avg': 2.8043912175648704, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 317, 4: 86, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18962075848303392, 2: 0.0, 3: 0.6327345309381237, 4: 0.17165668662674652, 5: 0.005988023952095809}, 'edge_length_total': 118285.65399999997, 'edge_length_avg': 86.97474558823527, 'street_length_total': 59856.182000000044, 'street_length_avg': 87.63716251830168, 'street_segments_count': 683, 'node_density_km': 71.42549884298828, 'intersection_density_km': 57.881741577351775, 'edge_density_km': 16863.49669245331, 'street_density_km': 8533.448419534328, 'circuity_avg': 1.0414134812937736, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0414134812937736\n", - "232\n", - "10011910.120587468\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 282, 'm': 878, 'k_avg': 6.226950354609929, 'intersection_count': 256, 'streets_per_node_avg': 3.223404255319149, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 141, 4: 115}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09219858156028368, 2: 0.0, 3: 0.5, 4: 0.4078014184397163}, 'edge_length_total': 126873.14799999986, 'edge_length_avg': 144.50244646924813, 'street_length_total': 63436.573999999964, 'street_length_avg': 144.5024464692482, 'street_segments_count': 439, 'node_density_km': 28.166453414331404, 'intersection_density_km': 25.569546361946237, 'edge_density_km': 12672.222030750247, 'street_density_km': 6336.111015375127, 'circuity_avg': 1.0368364386786655, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0368364386786655\n", - "233\n", - "8008811.686138026\n", - "{'n': 1122, 'm': 3178, 'k_avg': 5.664884135472371, 'intersection_count': 921, 'streets_per_node_avg': 2.871657754010695, 'streets_per_node_counts': {0: 0, 1: 201, 2: 0, 3: 669, 4: 249, 5: 2, 6: 0, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17914438502673796, 2: 0.0, 3: 0.5962566844919787, 4: 0.22192513368983957, 5: 0.0017825311942959, 6: 0.0, 7: 0.0, 8: 0.00089126559714795}, 'edge_length_total': 224623.39199999996, 'edge_length_avg': 70.68074008810572, 'street_length_total': 112311.69600000019, 'street_length_avg': 70.68074008810585, 'street_segments_count': 1589, 'node_density_km': 140.0956900937005, 'intersection_density_km': 114.99833384696807, 'edge_density_km': 28047.0312953902, 'street_density_km': 14023.515647695125, 'circuity_avg': 1.078182784909826, 'self_loop_proportion': 0.008181246066708621, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078182784909826\n", - "234\n", - "12015186.25386468\n", - "{'n': 857, 'm': 2327, 'k_avg': 5.430571761960326, 'intersection_count': 714, 'streets_per_node_avg': 2.8564760793465576, 'streets_per_node_counts': {0: 0, 1: 143, 2: 2, 3: 547, 4: 165}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16686114352392065, 2: 0.002333722287047841, 3: 0.6382730455075846, 4: 0.19253208868144692}, 'edge_length_total': 182172.6919999997, 'edge_length_avg': 78.28650279329595, 'street_length_total': 92024.404, 'street_length_avg': 77.00786945606694, 'street_segments_count': 1195, 'node_density_km': 71.32640159650845, 'intersection_density_km': 59.42479666266864, 'edge_density_km': 15161.869999427092, 'street_density_km': 7659.0076970634045, 'circuity_avg': 1.0621267357516884, 'self_loop_proportion': 0.00730554361839278, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0621267357516884\n", - "235\n", - "17019062.983349115\n", - "{'n': 188, 'm': 466, 'k_avg': 4.957446808510638, 'intersection_count': 137, 'streets_per_node_avg': 2.5372340425531914, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 122, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2712765957446808, 2: 0.0, 3: 0.648936170212766, 4: 0.0797872340425532}, 'edge_length_total': 100515.10600000003, 'edge_length_avg': 215.6976523605151, 'street_length_total': 50257.552999999985, 'street_length_avg': 215.69765236051495, 'street_segments_count': 233, 'node_density_km': 11.046436586076034, 'intersection_density_km': 8.049796873895833, 'edge_density_km': 5906.030555168675, 'street_density_km': 2953.0152775843358, 'circuity_avg': 1.252750573446006, 'self_loop_proportion': 0.004291845493562232, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.252750573446006\n", - "236\n", - "12014609.064600553\n", - "{'n': 821, 'm': 2330, 'k_avg': 5.676004872107186, 'intersection_count': 676, 'streets_per_node_avg': 2.889159561510353, 'streets_per_node_counts': {0: 0, 1: 145, 2: 0, 3: 479, 4: 195, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17661388550548113, 2: 0.0, 3: 0.5834348355663824, 4: 0.23751522533495736, 5: 0.00243605359317905}, 'edge_length_total': 216526.6670000007, 'edge_length_avg': 92.9299000000003, 'street_length_total': 108640.03100000006, 'street_length_avg': 92.53835689948897, 'street_segments_count': 1174, 'node_density_km': 68.33347598624472, 'intersection_density_km': 56.26483528221855, 'edge_density_km': 18021.948599057436, 'street_density_km': 9042.327587677693, 'circuity_avg': 1.1434209082597435, 'self_loop_proportion': 0.007725321888412017, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1434209082597435\n", - "237\n", - "6009196.757329486\n", - "{'n': 190, 'm': 465, 'k_avg': 4.894736842105263, 'intersection_count': 163, 'streets_per_node_avg': 2.7842105263157895, 'streets_per_node_counts': {0: 0, 1: 27, 2: 1, 3: 148, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14210526315789473, 2: 0.005263157894736842, 3: 0.7789473684210526, 4: 0.07368421052631578}, 'edge_length_total': 50683.264000000105, 'edge_length_avg': 108.9962666666669, 'street_length_total': 26472.20700000002, 'street_length_avg': 105.46696015936263, 'street_segments_count': 251, 'node_density_km': 31.61820251071906, 'intersection_density_km': 27.12508952235372, 'edge_density_km': 8434.282658190737, 'street_density_km': 4405.282114903554, 'circuity_avg': 1.0441483502807267, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0441483502807267\n", - "238\n", - "13013532.691030225\n", - "{'n': 908, 'm': 2485, 'k_avg': 5.473568281938326, 'intersection_count': 780, 'streets_per_node_avg': 2.948237885462555, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 572, 4: 207, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14096916299559473, 2: 0.0, 3: 0.6299559471365639, 4: 0.22797356828193832, 5: 0.0011013215859030838}, 'edge_length_total': 203586.26099999947, 'edge_length_avg': 81.92606076458732, 'street_length_total': 105252.45000000004, 'street_length_avg': 79.49580815709973, 'street_segments_count': 1324, 'node_density_km': 69.77352126881372, 'intersection_density_km': 59.93760637629372, 'edge_density_km': 15644.196378768418, 'street_density_km': 8087.922972103254, 'circuity_avg': 1.0561726861126777, 'self_loop_proportion': 0.0016096579476861167, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0561726861126777\n", - "239\n", - "15021674.206186695\n", - "{'n': 1989, 'm': 5516, 'k_avg': 5.546505781799899, 'intersection_count': 1676, 'streets_per_node_avg': 2.9089994972347912, 'streets_per_node_counts': {0: 0, 1: 313, 2: 0, 3: 1239, 4: 429, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15736551030668677, 2: 0.0, 3: 0.6229260935143288, 4: 0.21568627450980393, 5: 0.004022121669180492}, 'edge_length_total': 341356.5650000002, 'edge_length_avg': 61.884801486584514, 'street_length_total': 175237.90699999992, 'street_length_avg': 61.250579168123004, 'street_segments_count': 2861, 'node_density_km': 132.4086764696859, 'intersection_density_km': 111.57211752800079, 'edge_density_km': 22724.268967264117, 'street_density_km': 11665.670856303619, 'circuity_avg': 1.0598853386106375, 'self_loop_proportion': 0.0018129079042784628, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0598853386106375\n", - "240\n", - "7007582.707905963\n", - "{'n': 127, 'm': 368, 'k_avg': 5.7952755905511815, 'intersection_count': 100, 'streets_per_node_avg': 2.968503937007874, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 51, 4: 48, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2125984251968504, 2: 0.0, 3: 0.4015748031496063, 4: 0.3779527559055118, 5: 0.007874015748031496}, 'edge_length_total': 69586.83299999996, 'edge_length_avg': 189.09465489130423, 'street_length_total': 34934.27900000001, 'street_length_avg': 188.8339405405406, 'street_segments_count': 185, 'node_density_km': 18.123225268068325, 'intersection_density_km': 14.27025611658923, 'edge_density_km': 9930.219292523227, 'street_density_km': 4985.211085783849, 'circuity_avg': 1.0048707113401256, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0048707113401256\n", - "241\n", - "9016831.045734316\n", - "{'n': 1726, 'm': 4612, 'k_avg': 5.3441483198146, 'intersection_count': 1295, 'streets_per_node_avg': 2.7433371958285053, 'streets_per_node_counts': {0: 0, 1: 431, 2: 0, 3: 878, 4: 415, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24971031286210893, 2: 0.0, 3: 0.5086906141367323, 4: 0.24044032444959443, 5: 0.0011587485515643105}, 'edge_length_total': 165728.3929999996, 'edge_length_avg': 35.93417020815256, 'street_length_total': 84648.27600000014, 'street_length_avg': 36.00522160782652, 'street_segments_count': 2351, 'node_density_km': 191.4198005092417, 'intersection_density_km': 143.6203022360765, 'edge_density_km': 18379.893352709812, 'street_density_km': 9387.807708789838, 'circuity_avg': 1.0576218441172414, 'self_loop_proportion': 0.0008673026886383347, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0576218441172414\n", - "242\n", - "66064738.685079336\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3917, 'm': 10354, 'k_avg': 5.286699004340056, 'intersection_count': 3176, 'streets_per_node_avg': 2.7587439366862396, 'streets_per_node_counts': {0: 0, 1: 741, 2: 2, 3: 2653, 4: 505, 5: 14, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18917538932856778, 2: 0.0005105948429920858, 3: 0.6773040592290018, 4: 0.12892519785550166, 5: 0.0035741639009446006, 6: 0.0005105948429920858}, 'edge_length_total': 973770.5139999983, 'edge_length_avg': 94.04776067220382, 'street_length_total': 503105.9590000003, 'street_length_avg': 93.53150381111737, 'street_segments_count': 5379, 'node_density_km': 59.290327608374405, 'intersection_density_km': 48.074056799641845, 'edge_density_km': 14739.64074302656, 'street_density_km': 7615.347748490019, 'circuity_avg': 1.0842523011470577, 'self_loop_proportion': 0.0019316206297083252, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0842523011470577\n", - "243\n", - "9009480.01123815\n", - "{'n': 1376, 'm': 3549, 'k_avg': 5.15843023255814, 'intersection_count': 1093, 'streets_per_node_avg': 2.78125, 'streets_per_node_counts': {0: 0, 1: 283, 2: 1, 3: 829, 4: 260, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2056686046511628, 2: 0.0007267441860465116, 3: 0.6024709302325582, 4: 0.18895348837209303, 5: 0.002180232558139535}, 'edge_length_total': 199843.60399999958, 'edge_length_avg': 56.309834883065534, 'street_length_total': 103069.5880000001, 'street_length_avg': 54.39028390501325, 'street_segments_count': 1895, 'node_density_km': 152.7280151888477, 'intersection_density_km': 121.3166574138158, 'edge_density_km': 22181.48036853634, 'street_density_km': 11440.126163933352, 'circuity_avg': 1.0760059990082234, 'self_loop_proportion': 0.0033812341504649195, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0760059990082234\n", - "244\n", - "13016015.56501365\n", - "{'n': 1696, 'm': 4751, 'k_avg': 5.602594339622642, 'intersection_count': 1493, 'streets_per_node_avg': 3.0277122641509435, 'streets_per_node_counts': {0: 0, 1: 203, 2: 7, 3: 1031, 4: 451, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11969339622641509, 2: 0.004127358490566038, 3: 0.6079009433962265, 4: 0.2659198113207547, 5: 0.001768867924528302, 6: 0.0005896226415094339}, 'edge_length_total': 268586.76499999885, 'edge_length_avg': 56.53268048831801, 'street_length_total': 139951.68900000022, 'street_length_avg': 54.818522914218654, 'street_segments_count': 2553, 'node_density_km': 130.3010119747211, 'intersection_density_km': 114.70484131972795, 'edge_density_km': 20635.098633559228, 'street_density_km': 10752.268103933651, 'circuity_avg': 1.0669712008754273, 'self_loop_proportion': 0.003788676068196169, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0669712008754273\n", - "245\n", - "42047867.37817363\n", - "error with entry 245\n", - "246\n", - "110182790.09830539\n", - "{'n': 19782, 'm': 56383, 'k_avg': 5.700434738651299, 'intersection_count': 17396, 'streets_per_node_avg': 3.045950864422202, 'streets_per_node_counts': {0: 0, 1: 2386, 2: 25, 3: 11866, 4: 5324, 5: 162, 6: 18, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12061470023253462, 2: 0.0012637751491254676, 3: 0.599838236780912, 4: 0.2691335557577596, 5: 0.00818926296633303, 6: 0.0009099181073703367, 7: 5.0551005965018706e-05}, 'edge_length_total': 3197951.938000005, 'edge_length_avg': 56.71837145948256, 'street_length_total': 1693738.831999998, 'street_length_avg': 56.48055328798179, 'street_segments_count': 29988, 'node_density_km': 179.5380202511703, 'intersection_density_km': 157.88309575823266, 'edge_density_km': 29024.060247038433, 'street_density_km': 15372.081524608695, 'circuity_avg': 1.0589469138939107, 'self_loop_proportion': 0.002766791408757959, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0589469138939107\n", - "247\n", - "11015716.790284434\n", - "{'n': 1489, 'm': 3948, 'k_avg': 5.302887844190732, 'intersection_count': 1196, 'streets_per_node_avg': 2.799865681665547, 'streets_per_node_counts': {0: 0, 1: 293, 2: 1, 3: 909, 4: 283, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19677635997313633, 2: 0.000671591672263264, 3: 0.6104768300873069, 4: 0.1900604432505037, 5: 0.0020147750167897917}, 'edge_length_total': 242420.25000000006, 'edge_length_avg': 61.40330547112463, 'street_length_total': 124185.68500000019, 'street_length_avg': 60.255063076176704, 'street_segments_count': 2061, 'node_density_km': 135.17050486567138, 'intersection_density_km': 108.57214494247344, 'edge_density_km': 22006.761304340012, 'street_density_km': 11273.50016020098, 'circuity_avg': 1.0575798919454968, 'self_loop_proportion': 0.002026342451874367, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0575798919454968\n", - "248\n", - "31036977.52211252\n", - "{'n': 1088, 'm': 3133, 'k_avg': 5.759191176470588, 'intersection_count': 914, 'streets_per_node_avg': 2.9816176470588234, 'streets_per_node_counts': {0: 0, 1: 174, 2: 0, 3: 587, 4: 326, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15992647058823528, 2: 0.0, 3: 0.5395220588235294, 4: 0.29963235294117646, 5: 0.0009191176470588235}, 'edge_length_total': 440337.73199999996, 'edge_length_avg': 140.54827066709223, 'street_length_total': 228196.2410000001, 'street_length_avg': 142.89057044458366, 'street_segments_count': 1597, 'node_density_km': 35.05495982090545, 'intersection_density_km': 29.448743820135647, 'edge_density_km': 14187.519763684404, 'street_density_km': 7352.398951780019, 'circuity_avg': 1.0382614122735165, 'self_loop_proportion': 0.0006383657835939994, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0382614122735165\n", - "249\n", - "7008913.165011069\n", - "{'n': 725, 'm': 1811, 'k_avg': 4.9958620689655175, 'intersection_count': 584, 'streets_per_node_avg': 2.757241379310345, 'streets_per_node_counts': {0: 0, 1: 141, 2: 2, 3: 476, 4: 104, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19448275862068964, 2: 0.002758620689655172, 3: 0.6565517241379311, 4: 0.14344827586206896, 5: 0.002758620689655172}, 'edge_length_total': 119654.01000000024, 'edge_length_avg': 66.07068470458324, 'street_length_total': 62179.50499999993, 'street_length_avg': 62.998485309017155, 'street_segments_count': 987, 'node_density_km': 103.43971781805561, 'intersection_density_km': 83.32247614585445, 'edge_density_km': 17071.69245544666, 'street_density_km': 8871.490277608787, 'circuity_avg': 1.0825357732518253, 'self_loop_proportion': 0.005521811154058531, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0825357732518253\n", - "250\n", - "7007183.468496054\n", - "{'n': 805, 'm': 2111, 'k_avg': 5.24472049689441, 'intersection_count': 669, 'streets_per_node_avg': 2.7850931677018633, 'streets_per_node_counts': {0: 0, 1: 136, 2: 3, 3: 568, 4: 95, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.168944099378882, 2: 0.0037267080745341614, 3: 0.7055900621118012, 4: 0.11801242236024845, 5: 0.002484472049689441, 6: 0.0012422360248447205}, 'edge_length_total': 138000.98399999988, 'edge_length_avg': 65.37232780672662, 'street_length_total': 71676.40100000001, 'street_length_avg': 64.57333423423425, 'street_segments_count': 1110, 'node_density_km': 114.88210685780379, 'intersection_density_km': 95.47345277996365, 'edge_density_km': 19694.21588865846, 'street_density_km': 10228.988768776144, 'circuity_avg': 1.0769223658786717, 'self_loop_proportion': 0.007579346281383231, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0769223658786717\n", - "251\n", - "7010029.027891278\n", - "{'n': 351, 'm': 942, 'k_avg': 5.367521367521367, 'intersection_count': 290, 'streets_per_node_avg': 2.792022792022792, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 243, 4: 45, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1737891737891738, 2: 0.0, 3: 0.6923076923076923, 4: 0.1282051282051282, 5: 0.005698005698005698}, 'edge_length_total': 110974.39400000025, 'edge_length_avg': 117.80721231422531, 'street_length_total': 55771.383999999955, 'street_length_avg': 116.43295198329844, 'street_segments_count': 479, 'node_density_km': 50.071119335376856, 'intersection_density_km': 41.369300875382585, 'edge_density_km': 15830.803775342285, 'street_density_km': 7955.9419480430915, 'circuity_avg': 1.0533333916795717, 'self_loop_proportion': 0.004246284501061571, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0533333916795717\n", - "252\n", - "8007971.903638875\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 275, 'm': 776, 'k_avg': 5.643636363636364, 'intersection_count': 219, 'streets_per_node_avg': 2.890909090909091, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 138, 4: 80, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20363636363636364, 2: 0.0, 3: 0.5018181818181818, 4: 0.2909090909090909, 5: 0.0036363636363636364}, 'edge_length_total': 116932.80200000001, 'edge_length_avg': 150.68660051546394, 'street_length_total': 58466.400999999954, 'street_length_avg': 150.6866005154638, 'street_segments_count': 388, 'node_density_km': 34.340779826542374, 'intersection_density_km': 27.34774829822829, 'edge_density_km': 14602.049483573359, 'street_density_km': 7301.024741786673, 'circuity_avg': 1.0208684853201377, 'self_loop_proportion': 0.002577319587628866, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0208684853201377\n", - "253\n", - "9011915.473640986\n", - "{'n': 326, 'm': 885, 'k_avg': 5.429447852760736, 'intersection_count': 268, 'streets_per_node_avg': 2.8404907975460123, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 204, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17791411042944785, 2: 0.0, 3: 0.6257668711656442, 4: 0.19631901840490798}, 'edge_length_total': 133068.90599999996, 'edge_length_avg': 150.36034576271183, 'street_length_total': 66631.79099999995, 'street_length_avg': 150.41036343115113, 'street_segments_count': 443, 'node_density_km': 36.17432952556198, 'intersection_density_km': 29.73840586763991, 'edge_density_km': 14765.884832055308, 'street_density_km': 7393.743449424458, 'circuity_avg': 1.0392136241544183, 'self_loop_proportion': 0.0022598870056497176, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0392136241544183\n", - "254\n", - "6011325.799409494\n", - "{'n': 194, 'm': 483, 'k_avg': 4.979381443298969, 'intersection_count': 167, 'streets_per_node_avg': 2.814432989690722, 'streets_per_node_counts': {0: 0, 1: 27, 2: 1, 3: 147, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13917525773195877, 2: 0.005154639175257732, 3: 0.7577319587628866, 4: 0.0979381443298969}, 'edge_length_total': 57698.479999999996, 'edge_length_avg': 119.45855072463767, 'street_length_total': 29733.420000000006, 'street_length_avg': 113.05482889733842, 'street_segments_count': 263, 'node_density_km': 32.27241485049056, 'intersection_density_km': 27.780893196040847, 'edge_density_km': 9598.295272179035, 'street_density_km': 4946.233325586976, 'circuity_avg': 1.059140342889684, 'self_loop_proportion': 0.008281573498964804, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059140342889684\n", - "255\n", - "16020850.517902663\n", - "{'n': 1221, 'm': 3165, 'k_avg': 5.184275184275184, 'intersection_count': 1015, 'streets_per_node_avg': 2.819000819000819, 'streets_per_node_counts': {0: 0, 1: 206, 2: 6, 3: 817, 4: 187, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16871416871416872, 2: 0.004914004914004914, 3: 0.6691236691236692, 4: 0.15315315315315314, 5: 0.004095004095004095}, 'edge_length_total': 222663.5690000006, 'edge_length_avg': 70.35183854660366, 'street_length_total': 118108.42299999978, 'street_length_avg': 69.51643496174206, 'street_segments_count': 1699, 'node_density_km': 76.21318222996845, 'intersection_density_km': 63.35493854497787, 'edge_density_km': 13898.361310542341, 'street_density_km': 7372.169340698755, 'circuity_avg': 1.0683002020939398, 'self_loop_proportion': 0.004107424960505529, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0683002020939398\n", - "256\n", - "9014400.28963018\n", - "{'n': 714, 'm': 1820, 'k_avg': 5.098039215686274, 'intersection_count': 558, 'streets_per_node_avg': 2.6946778711484596, 'streets_per_node_counts': {0: 0, 1: 156, 2: 2, 3: 462, 4: 92, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2184873949579832, 2: 0.0028011204481792717, 3: 0.6470588235294118, 4: 0.12885154061624648, 5: 0.0028011204481792717}, 'edge_length_total': 167053.28099999993, 'edge_length_avg': 91.78751703296699, 'street_length_total': 85427.483, 'street_length_avg': 91.07407569296375, 'street_segments_count': 938, 'node_density_km': 79.20660022401692, 'intersection_density_km': 61.900956477593056, 'edge_density_km': 18531.824151648958, 'street_density_km': 9476.779403536417, 'circuity_avg': 1.0560821466042298, 'self_loop_proportion': 0.005494505494505495, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0560821466042298\n", - "257\n", - "6006186.594730501\n", - "{'n': 672, 'm': 1829, 'k_avg': 5.443452380952381, 'intersection_count': 552, 'streets_per_node_avg': 2.8363095238095237, 'streets_per_node_counts': {0: 0, 1: 120, 2: 2, 3: 418, 4: 132}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17857142857142858, 2: 0.002976190476190476, 3: 0.6220238095238095, 4: 0.19642857142857142}, 'edge_length_total': 129021.82400000008, 'edge_length_avg': 70.54227665390928, 'street_length_total': 65626.00299999997, 'street_length_avg': 70.41416630901284, 'street_segments_count': 932, 'node_density_km': 111.88463585023749, 'intersection_density_km': 91.9052365912665, 'edge_density_km': 21481.487790139046, 'street_density_km': 10926.400964228555, 'circuity_avg': 1.0828395406360487, 'self_loop_proportion': 0.002186987424822307, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0828395406360487\n", - "258\n", - "5005635.852252618\n", - "{'n': 295, 'm': 772, 'k_avg': 5.233898305084746, 'intersection_count': 244, 'streets_per_node_avg': 2.7491525423728813, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 216, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17288135593220338, 2: 0.0, 3: 0.7322033898305085, 4: 0.09491525423728814}, 'edge_length_total': 71991.89399999997, 'edge_length_avg': 93.25374870466318, 'street_length_total': 36039.07699999999, 'street_length_avg': 93.12422997416019, 'street_segments_count': 387, 'node_density_km': 58.93357181930147, 'intersection_density_km': 48.745056013252736, 'edge_density_km': 14382.167645615378, 'street_density_km': 7199.700110782492, 'circuity_avg': 1.0483242097452479, 'self_loop_proportion': 0.0051813471502590676, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0483242097452479\n", - "259\n", - "16024938.759118102\n", - "{'n': 1641, 'm': 4457, 'k_avg': 5.432053625837904, 'intersection_count': 1370, 'streets_per_node_avg': 2.826325411334552, 'streets_per_node_counts': {0: 0, 1: 271, 2: 2, 3: 1116, 4: 245, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16514320536258378, 2: 0.001218769043266301, 3: 0.680073126142596, 4: 0.14929920780012187, 5: 0.0042656916514320535}, 'edge_length_total': 286268.4069999998, 'edge_length_avg': 64.22894480592322, 'street_length_total': 146433.65300000043, 'street_length_avg': 63.72221627502194, 'street_segments_count': 2298, 'node_density_km': 102.4028874410693, 'intersection_density_km': 85.49174637066724, 'edge_density_km': 17863.93141983863, 'street_density_km': 9137.86038131849, 'circuity_avg': 1.0495420777384914, 'self_loop_proportion': 0.0042629571460623735, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0495420777384914\n", - "260\n", - "6007879.155774829\n", - "{'n': 152, 'm': 366, 'k_avg': 4.815789473684211, 'intersection_count': 123, 'streets_per_node_avg': 2.7302631578947367, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 107, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19078947368421054, 2: 0.0, 3: 0.7039473684210527, 4: 0.09868421052631579, 5: 0.006578947368421052}, 'edge_length_total': 57613.041999999994, 'edge_length_avg': 157.41268306010926, 'street_length_total': 29968.87400000001, 'street_length_avg': 151.35794949494954, 'street_segments_count': 198, 'node_density_km': 25.300109416131683, 'intersection_density_km': 20.47311485647498, 'edge_density_km': 9589.580699974933, 'street_density_km': 4988.261784725422, 'circuity_avg': 1.0550553162845246, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0550553162845246\n", - "261\n", - "7006606.332892424\n", - "{'n': 143, 'm': 350, 'k_avg': 4.895104895104895, 'intersection_count': 105, 'streets_per_node_avg': 2.5524475524475525, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 93, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26573426573426573, 2: 0.0, 3: 0.6503496503496503, 4: 0.08391608391608392}, 'edge_length_total': 45317.06099999996, 'edge_length_avg': 129.47731714285703, 'street_length_total': 22750.747000000018, 'street_length_avg': 128.53529378531084, 'street_segments_count': 177, 'node_density_km': 20.409309900670216, 'intersection_density_km': 14.985856920072537, 'edge_density_km': 6467.761830325701, 'street_density_km': 3247.042279683522, 'circuity_avg': 1.1193421854048111, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1193421854048111\n", - "262\n", - "9009173.665093392\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 791, 'm': 2216, 'k_avg': 5.6030341340075855, 'intersection_count': 688, 'streets_per_node_avg': 2.970922882427307, 'streets_per_node_counts': {0: 0, 1: 103, 2: 1, 3: 507, 4: 176, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1302149178255373, 2: 0.0012642225031605564, 3: 0.640960809102402, 4: 0.2225031605562579, 5: 0.0050568900126422255}, 'edge_length_total': 143642.08599999963, 'edge_length_avg': 64.82043592057745, 'street_length_total': 73880.21500000004, 'street_length_avg': 63.47097508591069, 'street_segments_count': 1164, 'node_density_km': 87.7993953057847, 'intersection_density_km': 76.36660426091008, 'edge_density_km': 15943.98014065928, 'street_density_km': 8200.553984906914, 'circuity_avg': 1.0439101168418565, 'self_loop_proportion': 0.0009025270758122744, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0439101168418565\n", - "263\n", - "10010323.434416015\n", - "{'n': 162, 'm': 411, 'k_avg': 5.074074074074074, 'intersection_count': 124, 'streets_per_node_avg': 2.7160493827160495, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 95, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2345679012345679, 2: 0.0, 3: 0.5864197530864198, 4: 0.1728395061728395, 5: 0.006172839506172839}, 'edge_length_total': 49342.733999999975, 'edge_length_avg': 120.05531386861308, 'street_length_total': 25022.15800000002, 'street_length_avg': 116.38213023255824, 'street_segments_count': 215, 'node_density_km': 16.183293283315457, 'intersection_density_km': 12.387212142784671, 'edge_density_km': 4929.184788411239, 'street_density_km': 2499.6353178732006, 'circuity_avg': 1.1781462841988304, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1781462841988304\n", - "264\n", - "8008313.536082635\n", - "{'n': 764, 'm': 2001, 'k_avg': 5.238219895287958, 'intersection_count': 626, 'streets_per_node_avg': 2.769633507853403, 'streets_per_node_counts': {0: 0, 1: 138, 2: 2, 3: 523, 4: 100, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1806282722513089, 2: 0.002617801047120419, 3: 0.6845549738219895, 4: 0.13089005235602094, 5: 0.0013089005235602095}, 'edge_length_total': 135194.68100000007, 'edge_length_avg': 67.56355872063972, 'street_length_total': 69210.80799999992, 'street_length_avg': 66.74137704918024, 'street_segments_count': 1037, 'node_density_km': 95.40086018831374, 'intersection_density_km': 78.16876764120995, 'edge_density_km': 16881.791701943304, 'street_density_km': 8642.369918230654, 'circuity_avg': 1.0711785057069478, 'self_loop_proportion': 0.0029985007496251873, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0711785057069478\n", - "265\n", - "10018480.427555341\n", - "{'n': 631, 'm': 1611, 'k_avg': 5.106180665610142, 'intersection_count': 522, 'streets_per_node_avg': 2.779714738510301, 'streets_per_node_counts': {0: 0, 1: 109, 2: 0, 3: 448, 4: 71, 5: 2, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17274167987321712, 2: 0.0, 3: 0.7099841521394612, 4: 0.11251980982567353, 5: 0.003169572107765452, 6: 0.0, 7: 0.001584786053882726}, 'edge_length_total': 143470.5299999998, 'edge_length_avg': 89.05681564245798, 'street_length_total': 73925.666, 'street_length_avg': 85.86023925667828, 'street_segments_count': 861, 'node_density_km': 62.98360360763548, 'intersection_density_km': 52.10371011598371, 'edge_density_km': 14320.587941200256, 'street_density_km': 7378.930021829565, 'circuity_avg': 1.0688021683390683, 'self_loop_proportion': 0.0037243947858473, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0688021683390683\n", - "266\n", - "10013845.892919341\n", - "{'n': 616, 'm': 1517, 'k_avg': 4.925324675324675, 'intersection_count': 464, 'streets_per_node_avg': 2.5990259740259742, 'streets_per_node_counts': {0: 0, 1: 152, 2: 1, 3: 405, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24675324675324675, 2: 0.0016233766233766235, 3: 0.6574675324675324, 4: 0.09415584415584416}, 'edge_length_total': 146634.98800000013, 'edge_length_avg': 96.66116545814116, 'street_length_total': 74103.17000000001, 'street_length_avg': 94.76108695652175, 'street_segments_count': 782, 'node_density_km': 61.51482722892365, 'intersection_density_km': 46.33584388672171, 'edge_density_km': 14643.223948920942, 'street_density_km': 7400.070941015518, 'circuity_avg': 1.0661986076977288, 'self_loop_proportion': 0.0026367831245880024, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0661986076977288\n", - "267\n", - "14017159.172189675\n", - "{'n': 1129, 'm': 2964, 'k_avg': 5.2506643046944195, 'intersection_count': 935, 'streets_per_node_avg': 2.849424269264836, 'streets_per_node_counts': {0: 0, 1: 194, 2: 4, 3: 711, 4: 218, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17183348095659876, 2: 0.00354295837023915, 3: 0.6297608503100088, 4: 0.19309123117803365, 5: 0.001771479185119575}, 'edge_length_total': 232021.09300000052, 'edge_length_avg': 78.27972098515536, 'street_length_total': 119816.94800000006, 'street_length_avg': 75.54662547288781, 'street_segments_count': 1586, 'node_density_km': 80.54413780503818, 'intersection_density_km': 66.70395823535048, 'edge_density_km': 16552.647376676367, 'street_density_km': 8547.876679442956, 'circuity_avg': 1.05561427287668, 'self_loop_proportion': 0.0010121457489878543, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05561427287668\n", - "268\n", - "34035104.006528735\n", - "error with entry 268\n", - "269\n", - "46092410.63853768\n", - "{'n': 4372, 'm': 12660, 'k_avg': 5.791399817017384, 'intersection_count': 3756, 'streets_per_node_avg': 2.95128087831656, 'streets_per_node_counts': {0: 0, 1: 616, 2: 0, 3: 2792, 4: 919, 5: 35, 6: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14089661482159194, 2: 0.0, 3: 0.6386093321134492, 4: 0.21020128087831655, 5: 0.008005489478499543, 6: 0.0022872827081427266}, 'edge_length_total': 898136.7179999971, 'edge_length_avg': 70.94286872037891, 'street_length_total': 456583.3740000018, 'street_length_avg': 71.20763786650059, 'street_segments_count': 6412, 'node_density_km': 94.8529256646123, 'intersection_density_km': 81.48846953254433, 'edge_density_km': 19485.56618232218, 'street_density_km': 9905.825442296442, 'circuity_avg': 1.0556867970441044, 'self_loop_proportion': 0.0022906793048973143, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0556867970441044\n", - "270\n", - "7010221.968123082\n", - "{'n': 132, 'm': 386, 'k_avg': 5.848484848484849, 'intersection_count': 108, 'streets_per_node_avg': 3.0606060606060606, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 52, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.3939393939393939, 4: 0.42424242424242425}, 'edge_length_total': 73887.2459999999, 'edge_length_avg': 191.41773575129508, 'street_length_total': 36943.62299999998, 'street_length_avg': 191.41773575129523, 'street_segments_count': 193, 'node_density_km': 18.82964627942326, 'intersection_density_km': 15.406074228619032, 'edge_density_km': 10539.929596520677, 'street_density_km': 5269.964798260343, 'circuity_avg': 1.0164217406392337, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0164217406392337\n", - "271\n", - "23024621.68042581\n", - "{'n': 1415, 'm': 3712, 'k_avg': 5.246643109540636, 'intersection_count': 1152, 'streets_per_node_avg': 2.7519434628975263, 'streets_per_node_counts': {0: 0, 1: 263, 2: 1, 3: 976, 4: 174, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18586572438162544, 2: 0.0007067137809187279, 3: 0.6897526501766784, 4: 0.12296819787985866, 5: 0.0007067137809187279}, 'edge_length_total': 353158.73100000015, 'edge_length_avg': 95.13974434267246, 'street_length_total': 184811.15299999993, 'street_length_avg': 96.35617987486962, 'street_segments_count': 1918, 'node_density_km': 61.455950053804806, 'intersection_density_km': 50.03339537949338, 'edge_density_km': 15338.307656113848, 'street_density_km': 8026.6749032890975, 'circuity_avg': 1.053019135817978, 'self_loop_proportion': 0.003232758620689655, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053019135817978\n", - "272\n", - "15023368.63583672\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1850, 'm': 5131, 'k_avg': 5.547027027027027, 'intersection_count': 1633, 'streets_per_node_avg': 2.983783783783784, 'streets_per_node_counts': {0: 0, 1: 217, 2: 1, 3: 1240, 4: 380, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11729729729729729, 2: 0.0005405405405405405, 3: 0.6702702702702703, 4: 0.20540540540540542, 5: 0.005945945945945946, 6: 0.0005405405405405405}, 'edge_length_total': 343590.5869999993, 'edge_length_avg': 66.9636692652503, 'street_length_total': 176860.5479999999, 'street_length_avg': 64.99836383682465, 'street_segments_count': 2721, 'node_density_km': 123.1414900907785, 'intersection_density_km': 108.69732611796827, 'edge_density_km': 22870.40911586226, 'street_density_km': 11772.362929184672, 'circuity_avg': 1.050670476747244, 'self_loop_proportion': 0.0023387253946599105, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050670476747244\n", - "273\n", - "11012256.988277942\n", - "{'n': 872, 'm': 2374, 'k_avg': 5.444954128440367, 'intersection_count': 699, 'streets_per_node_avg': 2.8176605504587156, 'streets_per_node_counts': {0: 0, 1: 173, 2: 0, 3: 512, 4: 187}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19839449541284404, 2: 0.0, 3: 0.5871559633027523, 4: 0.21444954128440366}, 'edge_length_total': 217021.40700000065, 'edge_length_avg': 91.41592544229177, 'street_length_total': 109889.61000000003, 'street_length_avg': 90.89297766749382, 'street_segments_count': 1209, 'node_density_km': 79.18449423476089, 'intersection_density_km': 63.47472645653424, 'edge_density_km': 19707.259577306475, 'street_density_km': 9978.84540080863, 'circuity_avg': 1.0462252809848234, 'self_loop_proportion': 0.003369839932603201, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0462252809848234\n", - "274\n", - "35064886.12395678\n", - "{'n': 4805, 'm': 13790, 'k_avg': 5.739854318418314, 'intersection_count': 4319, 'streets_per_node_avg': 3.062851196670135, 'streets_per_node_counts': {0: 0, 1: 486, 2: 12, 3: 3055, 4: 1219, 5: 32, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10114464099895942, 2: 0.002497398543184183, 3: 0.63579604578564, 4: 0.25369406867845995, 5: 0.006659729448491155, 6: 0.0002081165452653486}, 'edge_length_total': 802250.0900000012, 'edge_length_avg': 58.176221174764414, 'street_length_total': 421662.68999999994, 'street_length_avg': 57.470722366089674, 'street_segments_count': 7337, 'node_density_km': 137.0316727399027, 'intersection_density_km': 123.17165339513835, 'edge_density_km': 22879.01598094436, 'street_density_km': 12025.212017212702, 'circuity_avg': 1.0583978875064988, 'self_loop_proportion': 0.003190717911530094, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0583978875064988\n", - "275\n", - "9017141.942561945\n", - "{'n': 473, 'm': 1322, 'k_avg': 5.58985200845666, 'intersection_count': 403, 'streets_per_node_avg': 2.9323467230443976, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 297, 4: 104, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14799154334038056, 2: 0.0, 3: 0.627906976744186, 4: 0.21987315010570824, 5: 0.004228329809725159}, 'edge_length_total': 126055.71200000003, 'edge_length_avg': 95.35227836611197, 'street_length_total': 63843.15900000005, 'street_length_avg': 93.33795175438604, 'street_segments_count': 684, 'node_density_km': 52.45564537111096, 'intersection_density_km': 44.69265345572456, 'edge_density_km': 13979.563902061094, 'street_density_km': 7080.198959567555, 'circuity_avg': 1.103279090870729, 'self_loop_proportion': 0.0030257186081694403, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.103279090870729\n", - "276\n", - "8011429.474460664\n", - "{'n': 342, 'm': 827, 'k_avg': 4.83625730994152, 'intersection_count': 286, 'streets_per_node_avg': 2.742690058479532, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 262, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16374269005847952, 2: 0.0, 3: 0.7660818713450293, 4: 0.07017543859649122}, 'edge_length_total': 89353.97599999988, 'edge_length_avg': 108.04592019347022, 'street_length_total': 46533.66800000003, 'street_length_avg': 102.27179780219787, 'street_segments_count': 455, 'node_density_km': 42.68901088004943, 'intersection_density_km': 35.69899740261444, 'edge_density_km': 11153.312437542896, 'street_density_km': 5808.410115615817, 'circuity_avg': 1.056236275426876, 'self_loop_proportion': 0.0048367593712212815, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056236275426876\n", - "277\n", - "18027714.721191496\n", - "{'n': 2407, 'm': 6697, 'k_avg': 5.564603240548401, 'intersection_count': 2014, 'streets_per_node_avg': 2.9239717490652266, 'streets_per_node_counts': {0: 0, 1: 393, 2: 3, 3: 1414, 4: 588, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1632737847943498, 2: 0.0012463647694225177, 3: 0.5874532613211466, 4: 0.24428749480681347, 5: 0.003739094308267553}, 'edge_length_total': 421964.54900000046, 'edge_length_avg': 63.007995968344105, 'street_length_total': 217783.16500000056, 'street_length_avg': 62.24154472706503, 'street_segments_count': 3499, 'node_density_km': 133.51664574382144, 'intersection_density_km': 111.71687766018131, 'edge_density_km': 23406.43589750081, 'street_density_km': 12080.464349926584, 'circuity_avg': 1.0548332303230132, 'self_loop_proportion': 0.0031357324175003733, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548332303230132\n", - "278\n", - "56057514.67380377\n", - "error with entry 278\n", - "279\n", - "9009000.70825682\n", - "{'n': 1887, 'm': 5165, 'k_avg': 5.4742978272390035, 'intersection_count': 1523, 'streets_per_node_avg': 2.8245892951775304, 'streets_per_node_counts': {0: 0, 1: 364, 2: 0, 3: 1130, 4: 389, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19289878113407524, 2: 0.0, 3: 0.598834128245893, 4: 0.2061473237943826, 5: 0.0021197668256491787}, 'edge_length_total': 257593.8729999997, 'edge_length_avg': 49.87296669893508, 'street_length_total': 130840.26599999987, 'street_length_avg': 49.4483242630385, 'street_segments_count': 2646, 'node_density_km': 209.4571929904001, 'intersection_density_km': 169.05315576278716, 'edge_density_km': 28592.946248068652, 'street_density_km': 14523.28290751312, 'circuity_avg': 1.0535211019360056, 'self_loop_proportion': 0.001548886737657309, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535211019360056\n", - "280\n", - "16027677.636846421\n", - "{'n': 1397, 'm': 3798, 'k_avg': 5.437365783822477, 'intersection_count': 1153, 'streets_per_node_avg': 2.8453829634931997, 'streets_per_node_counts': {0: 0, 1: 244, 2: 0, 3: 884, 4: 266, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17465998568360774, 2: 0.0, 3: 0.6327845382963493, 4: 0.19040801717967074, 5: 0.0021474588403722263}, 'edge_length_total': 319752.79599999974, 'edge_length_avg': 84.18978304370715, 'street_length_total': 161438.7699999997, 'street_length_avg': 82.11534587995915, 'street_segments_count': 1966, 'node_density_km': 87.16172309258346, 'intersection_density_km': 71.93805778507425, 'edge_density_km': 19950.03912886994, 'street_density_km': 10072.499189081776, 'circuity_avg': 1.0580192564937518, 'self_loop_proportion': 0.0026329647182727752, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0580192564937518\n", - "281\n", - "14013971.191676635\n", - "{'n': 825, 'm': 2300, 'k_avg': 5.575757575757576, 'intersection_count': 692, 'streets_per_node_avg': 2.8412121212121213, 'streets_per_node_counts': {0: 0, 1: 133, 2: 0, 3: 559, 4: 131, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16121212121212122, 2: 0.0, 3: 0.6775757575757576, 4: 0.15878787878787878, 5: 0.0024242424242424242}, 'edge_length_total': 246488.0369999992, 'edge_length_avg': 107.16871173913009, 'street_length_total': 123352.66800000008, 'street_length_avg': 107.07696875000006, 'street_segments_count': 1152, 'node_density_km': 58.86982274446197, 'intersection_density_km': 49.379293744445675, 'edge_density_km': 17588.73581432768, 'street_density_km': 8802.120848747238, 'circuity_avg': 1.0563680463372065, 'self_loop_proportion': 0.0052173913043478265, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0563680463372065\n", - "282\n", - "9009055.18478887\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 562, 'm': 1484, 'k_avg': 5.2811387900355875, 'intersection_count': 443, 'streets_per_node_avg': 2.7491103202846974, 'streets_per_node_counts': {0: 0, 1: 119, 2: 0, 3: 347, 4: 95, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2117437722419929, 2: 0.0, 3: 0.6174377224199288, 4: 0.16903914590747332, 5: 0.0017793594306049821}, 'edge_length_total': 173371.25199999998, 'edge_length_avg': 116.82698921832883, 'street_length_total': 87188.69099999995, 'street_length_avg': 116.56242112299458, 'street_segments_count': 748, 'node_density_km': 62.3816802619764, 'intersection_density_km': 49.17274796451164, 'edge_density_km': 19244.110336089918, 'street_density_km': 9677.895096836754, 'circuity_avg': 1.0406171074253727, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0406171074253727\n", - "283\n", - "5008448.908045582\n", - "{'n': 302, 'm': 828, 'k_avg': 5.483443708609271, 'intersection_count': 245, 'streets_per_node_avg': 2.8543046357615895, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 175, 4: 70}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18874172185430463, 2: 0.0, 3: 0.5794701986754967, 4: 0.23178807947019867}, 'edge_length_total': 77006.12100000003, 'edge_length_avg': 93.00256159420293, 'street_length_total': 38774.53799999997, 'street_length_avg': 92.98450359712223, 'street_segments_count': 417, 'node_density_km': 60.298109363732685, 'intersection_density_km': 48.91734037786261, 'edge_density_km': 15375.243396472959, 'street_density_km': 7741.825605470884, 'circuity_avg': 1.0510880946877423, 'self_loop_proportion': 0.0036231884057971015, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0510880946877423\n", - "284\n", - "77076079.41258197\n", - "{'n': 12414, 'm': 33746, 'k_avg': 5.436764942806509, 'intersection_count': 10561, 'streets_per_node_avg': 2.9015627517319156, 'streets_per_node_counts': {0: 0, 1: 1853, 2: 13, 3: 8124, 4: 2353, 5: 69, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14926695666183343, 2: 0.0010472047688094086, 3: 0.6544224262928952, 4: 0.18954406315450298, 5: 0.0055582406959884005, 6: 0.00016110842597067828}, 'edge_length_total': 1950374.294000005, 'edge_length_avg': 57.79571783322482, 'street_length_total': 1032160.8649999986, 'street_length_avg': 57.70775271161795, 'street_segments_count': 17886, 'node_density_km': 161.06164317918757, 'intersection_density_km': 137.0204618668761, 'edge_density_km': 25304.53428436351, 'street_density_km': 13391.455207197629, 'circuity_avg': 1.0621526504497625, 'self_loop_proportion': 0.002370651336454691, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0621526504497625\n", - "285\n", - "10011982.271548236\n", - "{'n': 1233, 'm': 3174, 'k_avg': 5.148418491484185, 'intersection_count': 1018, 'streets_per_node_avg': 2.7802108678021087, 'streets_per_node_counts': {0: 0, 1: 215, 2: 3, 3: 856, 4: 156, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17437145174371452, 2: 0.0024330900243309003, 3: 0.6942416869424168, 4: 0.12652068126520682, 5: 0.0024330900243309003}, 'edge_length_total': 195873.64799999955, 'edge_length_avg': 61.711924385633125, 'street_length_total': 102952.56199999983, 'street_length_avg': 60.88265050266105, 'street_segments_count': 1691, 'node_density_km': 123.15243540771182, 'intersection_density_km': 101.67816645989508, 'edge_density_km': 19563.922776474312, 'street_density_km': 10282.93490816174, 'circuity_avg': 1.067986799187847, 'self_loop_proportion': 0.003465658475110271, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067986799187847\n", - "286\n", - "15014392.737762483\n", - "{'n': 2792, 'm': 7913, 'k_avg': 5.668338108882521, 'intersection_count': 2371, 'streets_per_node_avg': 2.9337392550143266, 'streets_per_node_counts': {0: 0, 1: 421, 2: 3, 3: 1719, 4: 639, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15078796561604585, 2: 0.0010744985673352436, 3: 0.6156876790830945, 4: 0.22886819484240686, 5: 0.0032234957020057307, 6: 0.00035816618911174784}, 'edge_length_total': 388777.27699999866, 'edge_length_avg': 49.131464299254226, 'street_length_total': 197500.97599999988, 'street_length_avg': 48.68153216662556, 'street_segments_count': 4057, 'node_density_km': 185.9549066528599, 'intersection_density_km': 157.91514458235343, 'edge_density_km': 25893.63977553288, 'street_density_km': 13154.11015613492, 'circuity_avg': 1.058131961075828, 'self_loop_proportion': 0.0030329836977126246, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058131961075828\n", - "287\n", - "14018239.993775018\n", - "{'n': 1499, 'm': 4020, 'k_avg': 5.363575717144763, 'intersection_count': 1175, 'streets_per_node_avg': 2.781854569713142, 'streets_per_node_counts': {0: 0, 1: 324, 2: 0, 3: 855, 4: 319, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2161440960640427, 2: 0.0, 3: 0.5703802535023349, 4: 0.21280853902601735, 5: 0.00066711140760507}, 'edge_length_total': 320786.06299999997, 'edge_length_avg': 79.79752810945273, 'street_length_total': 163783.20300000007, 'street_length_avg': 79.93323718887265, 'street_segments_count': 2049, 'node_density_km': 106.93211135389681, 'intersection_density_km': 83.81936680508923, 'edge_density_km': 22883.47632387869, 'street_density_km': 11683.578186186722, 'circuity_avg': 1.0641023183678273, 'self_loop_proportion': 0.0029850746268656717, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641023183678273\n", - "288\n", - "9016296.364476189\n", - "{'n': 314, 'm': 772, 'k_avg': 4.917197452229299, 'intersection_count': 254, 'streets_per_node_avg': 2.6974522292993632, 'streets_per_node_counts': {0: 0, 1: 60, 2: 3, 3: 223, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1910828025477707, 2: 0.009554140127388535, 3: 0.7101910828025477, 4: 0.08917197452229299}, 'edge_length_total': 79054.65300000006, 'edge_length_avg': 102.40240025906743, 'street_length_total': 41261.563000000024, 'street_length_avg': 101.37976167076172, 'street_segments_count': 407, 'node_density_km': 34.825829509902334, 'intersection_density_km': 28.171212406099343, 'edge_density_km': 8767.974099816853, 'street_density_km': 4576.331714490749, 'circuity_avg': 1.067062661847221, 'self_loop_proportion': 0.012953367875647668, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067062661847221\n", - "289\n", - "7007448.332393697\n", - "{'n': 170, 'm': 434, 'k_avg': 5.105882352941176, 'intersection_count': 142, 'streets_per_node_avg': 2.7705882352941176, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 125, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16470588235294117, 2: 0.0, 3: 0.7352941176470589, 4: 0.1}, 'edge_length_total': 51620.64300000007, 'edge_length_avg': 118.94157373271905, 'street_length_total': 26299.003999999997, 'street_length_avg': 119.0000180995475, 'street_segments_count': 221, 'node_density_km': 24.259900599499552, 'intersection_density_km': 20.264152265464332, 'edge_density_km': 7366.539223895612, 'street_density_km': 3753.0071935637707, 'circuity_avg': 1.0499168581665657, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0499168581665657\n", - "290\n", - "5004748.502655127\n", - "{'n': 422, 'm': 1046, 'k_avg': 4.957345971563981, 'intersection_count': 342, 'streets_per_node_avg': 2.7227488151658767, 'streets_per_node_counts': {0: 0, 1: 80, 2: 1, 3: 297, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1895734597156398, 2: 0.002369668246445498, 3: 0.7037914691943128, 4: 0.10426540284360189}, 'edge_length_total': 91598.62699999989, 'edge_length_avg': 87.57038910133832, 'street_length_total': 46931.65699999999, 'street_length_avg': 84.7141823104693, 'street_segments_count': 554, 'node_density_km': 84.31992132594073, 'intersection_density_km': 68.33510211723159, 'edge_density_km': 18302.343654512275, 'street_density_km': 9377.425653876859, 'circuity_avg': 1.055030603433807, 'self_loop_proportion': 0.0076481835564053535, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055030603433807\n", - "291\n", - "10020872.725077868\n", - "{'n': 886, 'm': 2391, 'k_avg': 5.397291196388262, 'intersection_count': 748, 'streets_per_node_avg': 2.8227990970654626, 'streets_per_node_counts': {0: 0, 1: 138, 2: 3, 3: 627, 4: 115, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15575620767494355, 2: 0.003386004514672686, 3: 0.7076749435665914, 4: 0.12979683972911965, 5: 0.002257336343115124, 6: 0.001128668171557562}, 'edge_length_total': 159944.2810000001, 'edge_length_avg': 66.89430405688002, 'street_length_total': 81860.50999999998, 'street_length_avg': 65.91023349436391, 'street_segments_count': 1242, 'node_density_km': 88.41545285599018, 'intersection_density_km': 74.6441972192784, 'edge_density_km': 15961.112907833809, 'street_density_km': 8169.000070736242, 'circuity_avg': 1.0725979095473086, 'self_loop_proportion': 0.002091175240485153, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0725979095473086\n", - "292\n", - "9011975.14843624\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 270, 'm': 715, 'k_avg': 5.296296296296297, 'intersection_count': 214, 'streets_per_node_avg': 2.785185185185185, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 160, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2074074074074074, 2: 0.0, 3: 0.5925925925925926, 4: 0.2}, 'edge_length_total': 110804.23900000023, 'edge_length_avg': 154.97096363636396, 'street_length_total': 55468.98799999995, 'street_length_avg': 154.9413072625697, 'street_segments_count': 358, 'node_density_km': 29.960135880628837, 'intersection_density_km': 23.746181772053966, 'edge_density_km': 12295.22243181363, 'street_density_km': 6155.031176448032, 'circuity_avg': 1.0664924500630508, 'self_loop_proportion': 0.005594405594405594, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0664924500630508\n", - "293\n", - "18023950.301357877\n", - "{'n': 2849, 'm': 7818, 'k_avg': 5.4882414882414885, 'intersection_count': 2426, 'streets_per_node_avg': 2.9115479115479115, 'streets_per_node_counts': {0: 0, 1: 423, 2: 3, 3: 1836, 4: 578, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14847314847314846, 2: 0.001053001053001053, 3: 0.6444366444366444, 4: 0.20287820287820288, 5: 0.002808002808002808, 6: 0.000351000351000351}, 'edge_length_total': 429834.26900000114, 'edge_length_avg': 54.98008045535957, 'street_length_total': 222458.527, 'street_length_avg': 54.06039538274605, 'street_segments_count': 4115, 'node_density_km': 158.067457597537, 'intersection_density_km': 134.59868449688477, 'edge_density_km': 23847.950189233412, 'street_density_km': 12342.384620492467, 'circuity_avg': 1.0556720948840308, 'self_loop_proportion': 0.002686108979278588, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0556720948840308\n", - "294\n", - "10011147.279892607\n", - "{'n': 507, 'm': 1417, 'k_avg': 5.589743589743589, 'intersection_count': 444, 'streets_per_node_avg': 2.972386587771203, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 333, 4: 110, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1242603550295858, 2: 0.0, 3: 0.6568047337278107, 4: 0.21696252465483234, 5: 0.0019723865877712033}, 'edge_length_total': 168776.823, 'edge_length_avg': 119.10855539872972, 'street_length_total': 84585.832, 'street_length_avg': 118.30186293706294, 'street_segments_count': 715, 'node_density_km': 50.643546221551425, 'intersection_density_km': 44.3505611881042, 'edge_density_km': 16858.889224313814, 'street_density_km': 8449.164679645726, 'circuity_avg': 1.0221127581220484, 'self_loop_proportion': 0.0028228652081863093, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0221127581220484\n", - "295\n", - "15016576.317236954\n", - "{'n': 1111, 'm': 2769, 'k_avg': 4.984698469846984, 'intersection_count': 898, 'streets_per_node_avg': 2.758775877587759, 'streets_per_node_counts': {0: 0, 1: 213, 2: 3, 3: 743, 4: 144, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19171917191719173, 2: 0.0027002700270027003, 3: 0.6687668766876688, 4: 0.12961296129612962, 5: 0.0063006300630063005, 6: 0.0009000900090009}, 'edge_length_total': 243557.44500000004, 'edge_length_avg': 87.95862946912244, 'street_length_total': 129508.96300000006, 'street_length_avg': 85.59746397885, 'street_segments_count': 1513, 'node_density_km': 73.98490684755656, 'intersection_density_km': 59.80058177237245, 'edge_density_km': 16219.23931625012, 'street_density_km': 8624.400147145503, 'circuity_avg': 1.0650392219645448, 'self_loop_proportion': 0.001444564824846515, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0650392219645448\n", - "296\n", - "31056592.73560736\n", - "{'n': 2884, 'm': 8242, 'k_avg': 5.715672676837725, 'intersection_count': 2391, 'streets_per_node_avg': 2.898404993065187, 'streets_per_node_counts': {0: 0, 1: 493, 2: 1, 3: 1768, 4: 573, 5: 30, 6: 17, 7: 0, 8: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17094313453536755, 2: 0.00034674063800277393, 3: 0.6130374479889042, 4: 0.19868238557558945, 5: 0.010402219140083218, 6: 0.005894590846047157, 7: 0.0, 8: 0.0006934812760055479}, 'edge_length_total': 728265.6070000016, 'edge_length_avg': 88.36030174714894, 'street_length_total': 364776.7699999984, 'street_length_avg': 88.25956206145618, 'street_segments_count': 4133, 'node_density_km': 92.8627304531512, 'intersection_density_km': 76.9884842279766, 'edge_density_km': 23449.629944917368, 'street_density_km': 11745.550231650826, 'circuity_avg': 1.0677553716787602, 'self_loop_proportion': 0.0031545741324921135, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0677553716787602\n", - "297\n", - "13016306.192534423\n", - "{'n': 3573, 'm': 9937, 'k_avg': 5.562272600055976, 'intersection_count': 3005, 'streets_per_node_avg': 2.925832633641198, 'streets_per_node_counts': {0: 0, 1: 568, 2: 10, 3: 2120, 4: 869, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1589700531766023, 2: 0.00279876854184159, 3: 0.593338930870417, 4: 0.24321298628603413, 5: 0.0016792611251049538}, 'edge_length_total': 436242.80299999967, 'edge_length_avg': 43.90085569085234, 'street_length_total': 224864.44499999975, 'street_length_avg': 43.22653690888115, 'street_segments_count': 5202, 'node_density_km': 274.50184001120954, 'intersection_density_km': 230.86426790755237, 'edge_density_km': 33515.09994826407, 'street_density_km': 17275.595831402003, 'circuity_avg': 1.056723670840168, 'self_loop_proportion': 0.0022139478715910233, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056723670840168\n", - "298\n", - "5008252.213344803\n", - "{'n': 483, 'm': 1183, 'k_avg': 4.898550724637682, 'intersection_count': 366, 'streets_per_node_avg': 2.668737060041408, 'streets_per_node_counts': {0: 0, 1: 117, 2: 1, 3: 291, 4: 73, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2422360248447205, 2: 0.002070393374741201, 3: 0.6024844720496895, 4: 0.15113871635610765, 5: 0.002070393374741201}, 'edge_length_total': 72711.36999999978, 'edge_length_avg': 61.46354184277242, 'street_length_total': 38378.91399999997, 'street_length_avg': 60.63019589257499, 'street_segments_count': 633, 'node_density_km': 96.44082993923831, 'intersection_density_km': 73.07938666203151, 'edge_density_km': 14518.31235780334, 'street_density_km': 7663.135234630744, 'circuity_avg': 1.0679322196807104, 'self_loop_proportion': 0.006762468300929839, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0679322196807104\n", - "299\n", - "13013320.765848571\n", - "{'n': 1653, 'm': 4513, 'k_avg': 5.460375075620084, 'intersection_count': 1383, 'streets_per_node_avg': 2.867513611615245, 'streets_per_node_counts': {0: 0, 1: 270, 2: 5, 3: 1061, 4: 308, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16333938294010888, 2: 0.0030248033877797943, 3: 0.6418632788868723, 4: 0.18632788868723532, 5: 0.0054446460980036296}, 'edge_length_total': 312771.3179999997, 'edge_length_avg': 69.30452426323946, 'street_length_total': 159787.41000000027, 'street_length_avg': 68.16869027303765, 'street_segments_count': 2344, 'node_density_km': 127.02368824551229, 'intersection_density_km': 106.27571738871355, 'edge_density_km': 24034.704410024166, 'street_density_km': 12278.75750356799, 'circuity_avg': 1.0729591841835646, 'self_loop_proportion': 0.0022158209616662972, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0729591841835646\n", - "300\n", - "9012251.340154191\n", - "{'n': 165, 'm': 468, 'k_avg': 5.672727272727273, 'intersection_count': 148, 'streets_per_node_avg': 3.012121212121212, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 112, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10303030303030303, 2: 0.0, 3: 0.6787878787878788, 4: 0.21818181818181817}, 'edge_length_total': 67874.31599999995, 'edge_length_avg': 145.03058974358964, 'street_length_total': 33937.158, 'street_length_avg': 145.03058974358976, 'street_segments_count': 234, 'node_density_km': 18.308410825699074, 'intersection_density_km': 16.42208971032402, 'edge_density_km': 7531.338556614054, 'street_density_km': 3765.6692783070303, 'circuity_avg': 1.0242602515651995, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0242602515651995\n", - "301\n", - "7009048.176688003\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 57, 'm': 134, 'k_avg': 4.701754385964913, 'intersection_count': 41, 'streets_per_node_avg': 2.5964912280701755, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 33, 4: 7, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2807017543859649, 2: 0.0, 3: 0.5789473684210527, 4: 0.12280701754385964, 5: 0.017543859649122806}, 'edge_length_total': 37028.806, 'edge_length_avg': 276.33437313432836, 'street_length_total': 18514.403000000006, 'street_length_avg': 276.3343731343284, 'street_segments_count': 67, 'node_density_km': 8.132345300404868, 'intersection_density_km': 5.849581707308765, 'edge_density_km': 5283.000639538659, 'street_density_km': 2641.5003197693304, 'circuity_avg': 1.0155893285631763, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0155893285631763\n", - "302\n", - "3003751.6104101753\n", - "{'n': 28, 'm': 62, 'k_avg': 4.428571428571429, 'intersection_count': 21, 'streets_per_node_avg': 2.607142857142857, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 18, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6428571428571429, 4: 0.10714285714285714}, 'edge_length_total': 11776.478, 'edge_length_avg': 189.9431935483871, 'street_length_total': 5888.239, 'street_length_avg': 189.9431935483871, 'street_segments_count': 31, 'node_density_km': 9.321676234133248, 'intersection_density_km': 6.9912571755999355, 'edge_density_km': 3920.589824799751, 'street_density_km': 1960.2949123998756, 'circuity_avg': 1.0457797111391747, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0457797111391747\n", - "303\n", - "6005718.52334817\n", - "{'n': 427, 'm': 1078, 'k_avg': 5.049180327868853, 'intersection_count': 344, 'streets_per_node_avg': 2.6791569086651053, 'streets_per_node_counts': {0: 0, 1: 83, 2: 2, 3: 312, 4: 29, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19437939110070257, 2: 0.00468384074941452, 3: 0.7306791569086651, 4: 0.06791569086651054, 5: 0.00234192037470726}, 'edge_length_total': 94604.45599999967, 'edge_length_avg': 87.75923562152103, 'street_length_total': 47953.192, 'street_length_avg': 86.40214774774775, 'street_segments_count': 555, 'node_density_km': 71.09890321032708, 'intersection_density_km': 57.27874169637591, 'edge_density_km': 15752.395926017853, 'street_density_km': 7984.588657223023, 'circuity_avg': 1.0672824022770369, 'self_loop_proportion': 0.0018552875695732839, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0672824022770369\n", - "304\n", - "21020499.480291095\n", - "{'n': 2636, 'm': 7615, 'k_avg': 5.777693474962064, 'intersection_count': 2336, 'streets_per_node_avg': 3.0682852807283765, 'streets_per_node_counts': {0: 0, 1: 300, 2: 3, 3: 1563, 4: 757, 5: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11380880121396054, 2: 0.0011380880121396055, 3: 0.5929438543247344, 4: 0.2871775417298938, 5: 0.004931714719271623}, 'edge_length_total': 519793.8010000022, 'edge_length_avg': 68.25919908076195, 'street_length_total': 266017.2859999996, 'street_length_avg': 66.37157834331327, 'street_segments_count': 4008, 'node_density_km': 125.40139697781798, 'intersection_density_km': 111.12961431721655, 'edge_density_km': 24727.947187333157, 'street_density_km': 12655.136299183496, 'circuity_avg': 1.0423970067333779, 'self_loop_proportion': 0.002232435981615233, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0423970067333779\n", - "305\n", - "9008071.810658118\n", - "{'n': 1744, 'm': 4815, 'k_avg': 5.521788990825688, 'intersection_count': 1446, 'streets_per_node_avg': 2.853211009174312, 'streets_per_node_counts': {0: 0, 1: 298, 2: 3, 3: 1105, 4: 333, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17087155963302753, 2: 0.0017201834862385322, 3: 0.6336009174311926, 4: 0.19094036697247707, 5: 0.0028669724770642203}, 'edge_length_total': 235913.37399999963, 'edge_length_avg': 48.995508618899194, 'street_length_total': 120857.37799999995, 'street_length_avg': 49.069174989849756, 'street_segments_count': 2463, 'node_density_km': 193.6041404484081, 'intersection_density_km': 160.5226990185769, 'edge_density_km': 26189.108941257888, 'street_density_km': 13416.564670033451, 'circuity_avg': 1.0819608966763008, 'self_loop_proportion': 0.0024922118380062306, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0819608966763008\n", - "306\n", - "11015593.853873342\n", - "{'n': 1993, 'm': 5390, 'k_avg': 5.408931259407928, 'intersection_count': 1601, 'streets_per_node_avg': 2.798795785248369, 'streets_per_node_counts': {0: 0, 1: 392, 2: 8, 3: 1209, 4: 377, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19668840943301555, 2: 0.004014049172102358, 3: 0.6066231811339688, 4: 0.18916206723532364, 5: 0.0035122930255895636}, 'edge_length_total': 256559.14600000042, 'edge_length_avg': 47.599099443413806, 'street_length_total': 130826.1029999999, 'street_length_avg': 47.34929533116174, 'street_segments_count': 2763, 'node_density_km': 180.92533425233486, 'intersection_density_km': 145.33941803210644, 'edge_density_km': 23290.541518085123, 'street_density_km': 11876.445767288194, 'circuity_avg': 1.078736858608658, 'self_loop_proportion': 0.0022263450834879408, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078736858608658\n", - "307\n", - "7009286.792309007\n", - "{'n': 344, 'm': 873, 'k_avg': 5.075581395348837, 'intersection_count': 276, 'streets_per_node_avg': 2.7674418604651163, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 220, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19767441860465115, 2: 0.0, 3: 0.6395348837209303, 4: 0.16279069767441862}, 'edge_length_total': 108512.81299999994, 'edge_length_avg': 124.29875486827027, 'street_length_total': 54778.03800000005, 'street_length_avg': 120.12727631578959, 'street_segments_count': 456, 'node_density_km': 49.07774645167275, 'intersection_density_km': 39.37633145541186, 'edge_density_km': 15481.291637127255, 'street_density_km': 7815.065872337493, 'circuity_avg': 1.0457592549229695, 'self_loop_proportion': 0.002290950744558992, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0457592549229695\n", - "308\n", - "6011059.79813029\n", - "{'n': 393, 'm': 1045, 'k_avg': 5.318066157760814, 'intersection_count': 328, 'streets_per_node_avg': 2.8575063613231553, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 257, 4: 69, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16539440203562342, 2: 0.0, 3: 0.6539440203562341, 4: 0.17557251908396945, 5: 0.002544529262086514, 6: 0.002544529262086514}, 'edge_length_total': 86035.27100000008, 'edge_length_avg': 82.33040287081347, 'street_length_total': 44968.70900000005, 'street_length_avg': 81.31773779385182, 'street_segments_count': 553, 'node_density_km': 65.37948601380421, 'intersection_density_km': 54.566085019154656, 'edge_density_km': 14312.829000097609, 'street_density_km': 7480.99511736472, 'circuity_avg': 1.0923074685679104, 'self_loop_proportion': 0.003827751196172249, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0923074685679104\n", - "309\n", - "11018402.55125182\n", - "{'n': 1400, 'm': 3843, 'k_avg': 5.49, 'intersection_count': 1125, 'streets_per_node_avg': 2.815714285714286, 'streets_per_node_counts': {0: 0, 1: 275, 2: 0, 3: 834, 4: 290, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19642857142857142, 2: 0.0, 3: 0.5957142857142858, 4: 0.20714285714285716, 5: 0.0007142857142857143}, 'edge_length_total': 282076.0649999998, 'edge_length_avg': 73.39996487119433, 'street_length_total': 141859.99399999986, 'street_length_avg': 72.86080842321513, 'street_segments_count': 1947, 'node_density_km': 127.06016080715291, 'intersection_density_km': 102.1019149343193, 'edge_density_km': 25600.45012767778, 'street_density_km': 12874.824035529806, 'circuity_avg': 1.0631019722983326, 'self_loop_proportion': 0.0026021337496747333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0631019722983326\n", - "310\n", - "33046845.186472885\n", - "{'n': 688, 'm': 1720, 'k_avg': 5.0, 'intersection_count': 525, 'streets_per_node_avg': 2.6875, 'streets_per_node_counts': {0: 0, 1: 163, 2: 0, 3: 421, 4: 97, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2369186046511628, 2: 0.0, 3: 0.6119186046511628, 4: 0.14098837209302326, 5: 0.010174418604651164}, 'edge_length_total': 241792.33700000038, 'edge_length_avg': 140.5769401162793, 'street_length_total': 124260.50299999992, 'street_length_avg': 140.8849240362811, 'street_segments_count': 882, 'node_density_km': 20.81893131153167, 'intersection_density_km': 15.886539154875184, 'edge_density_km': 7316.654150665298, 'street_density_km': 3760.1320882171126, 'circuity_avg': 1.0527918833813592, 'self_loop_proportion': 0.004651162790697674, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0527918833813592\n", - "311\n", - "71081389.52808133\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 15156, 'm': 43300, 'k_avg': 5.713908683029823, 'intersection_count': 13058, 'streets_per_node_avg': 2.985418316178411, 'streets_per_node_counts': {0: 0, 1: 2098, 2: 17, 3: 9090, 4: 3912, 5: 37, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13842702560042228, 2: 0.0011216679862760624, 3: 0.5997624703087886, 4: 0.2581155977830562, 5: 0.002441277381894959, 6: 0.0001319609395618897}, 'edge_length_total': 2064703.2900000177, 'edge_length_avg': 47.683678752887246, 'street_length_total': 1068453.8529999964, 'street_length_avg': 47.36684191160156, 'street_segments_count': 22557, 'node_density_km': 213.22036753393078, 'intersection_density_km': 183.70490625877989, 'edge_density_km': 29047.030505563464, 'street_density_km': 15031.414834369469, 'circuity_avg': 1.05152279746053, 'self_loop_proportion': 0.0015704387990762125, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05152279746053\n", - "312\n", - "8011077.163879707\n", - "{'n': 434, 'm': 1204, 'k_avg': 5.548387096774194, 'intersection_count': 377, 'streets_per_node_avg': 2.9493087557603688, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 292, 4: 78, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1313364055299539, 2: 0.0, 3: 0.6728110599078341, 4: 0.17972350230414746, 5: 0.016129032258064516}, 'edge_length_total': 93313.68500000014, 'edge_length_avg': 77.50306063122936, 'street_length_total': 47948.92900000003, 'street_length_avg': 76.84123237179493, 'street_segments_count': 624, 'node_density_km': 54.17498684906149, 'intersection_density_km': 47.05983880667323, 'edge_density_km': 11648.08216062782, 'street_density_km': 5985.328566823928, 'circuity_avg': 1.0646694780795476, 'self_loop_proportion': 0.0033222591362126247, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0646694780795476\n", - "313\n", - "11015320.97379514\n", - "{'n': 538, 'm': 1497, 'k_avg': 5.565055762081784, 'intersection_count': 448, 'streets_per_node_avg': 2.933085501858736, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 320, 4: 116, 5: 8, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16728624535315986, 2: 0.0, 3: 0.5947955390334573, 4: 0.21561338289962825, 5: 0.01486988847583643, 6: 0.007434944237918215}, 'edge_length_total': 95576.26599999971, 'edge_length_avg': 63.84520106880408, 'street_length_total': 48581.462999999996, 'street_length_avg': 63.010976653696495, 'street_segments_count': 771, 'node_density_km': 48.84106430306237, 'intersection_density_km': 40.67062603675082, 'edge_density_km': 8676.666456417433, 'street_density_km': 4410.353825873318, 'circuity_avg': 1.0761845487347625, 'self_loop_proportion': 0.004008016032064128, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0761845487347625\n", - "314\n", - "39066614.70647053\n", - "{'n': 10076, 'm': 27719, 'k_avg': 5.50198491464867, 'intersection_count': 8414, 'streets_per_node_avg': 2.88080587534736, 'streets_per_node_counts': {0: 0, 1: 1662, 2: 13, 3: 6303, 4: 2063, 5: 32, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1649464073044859, 2: 0.0012901945216355697, 3: 0.6255458515283843, 4: 0.20474394601032156, 5: 0.0031758634378721714, 6: 0.00029773719730051605}, 'edge_length_total': 1328081.5520000127, 'edge_length_avg': 47.91231833760283, 'street_length_total': 689726.7919999966, 'street_length_avg': 47.65939690436682, 'street_segments_count': 14472, 'node_density_km': 257.9184317788132, 'intersection_density_km': 215.37571307929085, 'edge_density_km': 33995.30678505515, 'street_density_km': 17655.14614415153, 'circuity_avg': 1.07165011462608, 'self_loop_proportion': 0.002669648977235831, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07165011462608\n", - "315\n", - "9009550.724889964\n", - "{'n': 424, 'm': 1082, 'k_avg': 5.10377358490566, 'intersection_count': 338, 'streets_per_node_avg': 2.759433962264151, 'streets_per_node_counts': {0: 0, 1: 86, 2: 1, 3: 268, 4: 67, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2028301886792453, 2: 0.0023584905660377358, 3: 0.6320754716981132, 4: 0.1580188679245283, 5: 0.0047169811320754715}, 'edge_length_total': 123435.07899999998, 'edge_length_avg': 114.08047966728279, 'street_length_total': 63506.417999999954, 'street_length_avg': 111.02520629370622, 'street_segments_count': 572, 'node_density_km': 47.06117019005722, 'intersection_density_km': 37.51574416094184, 'edge_density_km': 13700.469953401314, 'street_density_km': 7048.788551082338, 'circuity_avg': 1.041912770573591, 'self_loop_proportion': 0.0009242144177449168, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041912770573591\n", - "316\n", - "19026615.72301577\n", - "{'n': 3281, 'm': 9070, 'k_avg': 5.52880219445291, 'intersection_count': 2684, 'streets_per_node_avg': 2.865894544346236, 'streets_per_node_counts': {0: 0, 1: 597, 2: 3, 3: 1929, 4: 747, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.181956720512039, 2: 0.0009143553794574825, 3: 0.5879305089911613, 4: 0.22767448948491315, 5: 0.0015239256324291375}, 'edge_length_total': 502497.8510000027, 'edge_length_avg': 55.402188643881225, 'street_length_total': 256668.35400000022, 'street_length_avg': 55.04361012223895, 'street_segments_count': 4663, 'node_density_km': 172.44264811797822, 'intersection_density_km': 141.06554939001936, 'edge_density_km': 26410.2590978463, 'street_density_km': 13489.963624456783, 'circuity_avg': 1.057277579709839, 'self_loop_proportion': 0.0014332965821389195, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057277579709839\n", - "317\n", - "7006531.98852215\n", - "{'n': 1509, 'm': 4241, 'k_avg': 5.620941020543406, 'intersection_count': 1327, 'streets_per_node_avg': 2.9927104042412194, 'streets_per_node_counts': {0: 0, 1: 182, 2: 0, 3: 981, 4: 340, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12060967528164347, 2: 0.0, 3: 0.6500994035785288, 4: 0.2253147779986746, 5: 0.0033134526176275677, 6: 0.0006626905235255136}, 'edge_length_total': 268922.8710000001, 'edge_length_avg': 63.41025017684511, 'street_length_total': 139945.63099999988, 'street_length_avg': 63.352481213218596, 'street_segments_count': 2209, 'node_density_km': 215.37045752049517, 'intersection_density_km': 189.39469657368923, 'edge_density_km': 38381.737418817174, 'street_density_km': 19973.594815417073, 'circuity_avg': 1.0653643260048162, 'self_loop_proportion': 0.002357934449422306, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0653643260048162\n", - "318\n", - "5005393.901727321\n", - "{'n': 799, 'm': 2154, 'k_avg': 5.391739674593242, 'intersection_count': 652, 'streets_per_node_avg': 2.834793491864831, 'streets_per_node_counts': {0: 0, 1: 147, 2: 2, 3: 488, 4: 160, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18397997496871088, 2: 0.0025031289111389237, 3: 0.6107634543178974, 4: 0.2002503128911139, 5: 0.0025031289111389237}, 'edge_length_total': 117964.92700000016, 'edge_length_avg': 54.76551857010221, 'street_length_total': 60810.89399999999, 'street_length_avg': 54.58787612208258, 'street_segments_count': 1114, 'node_density_km': 159.62779667036224, 'intersection_density_km': 130.25947863463853, 'edge_density_km': 23567.561178210453, 'street_density_km': 12149.072619242743, 'circuity_avg': 1.0603359282660294, 'self_loop_proportion': 0.004642525533890436, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0603359282660294\n", - "319\n", - "15029239.312117733\n", - "error with entry 319\n", - "320\n", - "8010938.4096156685\n", - "{'n': 175, 'm': 490, 'k_avg': 5.6, 'intersection_count': 150, 'streets_per_node_avg': 2.8857142857142857, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 120, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.6857142857142857, 4: 0.17142857142857143}, 'edge_length_total': 82957.38199999991, 'edge_length_avg': 169.30077959183654, 'street_length_total': 41478.69099999999, 'street_length_avg': 169.3007795918367, 'street_segments_count': 245, 'node_density_km': 21.845131125954538, 'intersection_density_km': 18.724398107961033, 'edge_density_km': 10355.513643747994, 'street_density_km': 5177.756821874002, 'circuity_avg': 1.0270442102670398, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0270442102670398\n", - "321\n", - "10018421.042977566\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 274, 'm': 858, 'k_avg': 6.262773722627737, 'intersection_count': 245, 'streets_per_node_avg': 3.197080291970803, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 133, 4: 112}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10583941605839416, 2: 0.0, 3: 0.4854014598540146, 4: 0.40875912408759124}, 'edge_length_total': 141958.8640000002, 'edge_length_avg': 165.4532214452217, 'street_length_total': 70979.43199999999, 'street_length_avg': 165.4532214452214, 'street_segments_count': 429, 'node_density_km': 27.349619149023578, 'intersection_density_km': 24.454951428871446, 'edge_density_km': 14169.784179664377, 'street_density_km': 7084.892089832177, 'circuity_avg': 1.0206002748376468, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0206002748376468\n", - "322\n", - "6009175.1693659555\n", - "{'n': 784, 'm': 2232, 'k_avg': 5.6938775510204085, 'intersection_count': 689, 'streets_per_node_avg': 3.002551020408163, 'streets_per_node_counts': {0: 0, 1: 95, 2: 2, 3: 496, 4: 188, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1211734693877551, 2: 0.002551020408163265, 3: 0.6326530612244898, 4: 0.23979591836734693, 5: 0.003826530612244898}, 'edge_length_total': 129882.9760000006, 'edge_length_avg': 58.1912974910397, 'street_length_total': 67382.54199999997, 'street_length_avg': 58.1887236614853, 'street_segments_count': 1158, 'node_density_km': 130.46715695637175, 'intersection_density_km': 114.6579989068114, 'edge_density_km': 21614.11047927646, 'street_density_km': 11213.276381675138, 'circuity_avg': 1.0693162052208969, 'self_loop_proportion': 0.0035842293906810036, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0693162052208969\n", - "323\n", - "14018118.03872814\n", - "{'n': 1374, 'm': 3834, 'k_avg': 5.580786026200873, 'intersection_count': 1145, 'streets_per_node_avg': 2.901018922852984, 'streets_per_node_counts': {0: 0, 1: 229, 2: 0, 3: 826, 4: 316, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.6011644832605532, 4: 0.22998544395924309, 5: 0.002183406113537118}, 'edge_length_total': 261675.23099999953, 'edge_length_avg': 68.2512339593113, 'street_length_total': 132061.71799999994, 'street_length_avg': 67.79348973305952, 'street_segments_count': 1948, 'node_density_km': 98.01601015229164, 'intersection_density_km': 81.68000846024303, 'edge_density_km': 18666.930202546737, 'street_density_km': 9420.787985601943, 'circuity_avg': 1.060805766630976, 'self_loop_proportion': 0.0020865936358894104, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060805766630976\n", - "324\n", - "7010195.399613763\n", - "{'n': 398, 'm': 1038, 'k_avg': 5.21608040201005, 'intersection_count': 320, 'streets_per_node_avg': 2.7386934673366836, 'streets_per_node_counts': {0: 0, 1: 78, 2: 1, 3: 266, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19597989949748743, 2: 0.002512562814070352, 3: 0.6683417085427136, 4: 0.13316582914572864}, 'edge_length_total': 107916.42699999997, 'edge_length_avg': 103.96572928709053, 'street_length_total': 54776.13899999998, 'street_length_avg': 103.54657655954628, 'street_segments_count': 529, 'node_density_km': 56.77445168246357, 'intersection_density_km': 45.647800347709406, 'edge_density_km': 15394.210981044234, 'street_density_km': 7813.782052782431, 'circuity_avg': 1.062884460963524, 'self_loop_proportion': 0.0019267822736030828, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062884460963524\n", - "325\n", - "8008679.949817589\n", - "{'n': 220, 'm': 612, 'k_avg': 5.5636363636363635, 'intersection_count': 187, 'streets_per_node_avg': 2.9909090909090907, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 123, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15, 2: 0.0, 3: 0.5590909090909091, 4: 0.2909090909090909}, 'edge_length_total': 94676.99000000002, 'edge_length_avg': 154.70096405228762, 'street_length_total': 47338.49500000006, 'street_length_avg': 154.7009640522878, 'street_segments_count': 306, 'node_density_km': 27.470195010728435, 'intersection_density_km': 23.349665759119173, 'edge_density_km': 11821.797174221758, 'street_density_km': 5910.898587110885, 'circuity_avg': 1.0338780956406848, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0338780956406848\n", - "326\n", - "7006311.367986199\n", - "{'n': 751, 'm': 1880, 'k_avg': 5.006657789613848, 'intersection_count': 623, 'streets_per_node_avg': 2.870838881491345, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 469, 4: 149, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.170439414114514, 2: 0.0, 3: 0.6245006657789614, 4: 0.19840213049267644, 5: 0.006657789613848202}, 'edge_length_total': 121596.37800000013, 'edge_length_avg': 64.67892446808517, 'street_length_total': 66360.46599999993, 'street_length_avg': 62.48631450094155, 'street_segments_count': 1062, 'node_density_km': 107.18907004783281, 'intersection_density_km': 88.91982774940058, 'edge_density_km': 17355.263221044966, 'street_density_km': 9471.526815553689, 'circuity_avg': 1.0558310395615715, 'self_loop_proportion': 0.00851063829787234, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0558310395615715\n", - "327\n", - "10009599.46089085\n", - "{'n': 1381, 'm': 3560, 'k_avg': 5.155684286748733, 'intersection_count': 1119, 'streets_per_node_avg': 2.7443881245474295, 'streets_per_node_counts': {0: 0, 1: 262, 2: 7, 3: 936, 4: 174, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18971759594496743, 2: 0.005068790731354091, 3: 0.6777697320782042, 4: 0.12599565532223025, 5: 0.001448225923244026}, 'edge_length_total': 244629.29000000018, 'edge_length_avg': 68.71609269662926, 'street_length_total': 130925.84000000013, 'street_length_avg': 70.01381818181825, 'street_segments_count': 1870, 'node_density_km': 137.96755858171886, 'intersection_density_km': 111.79268504919871, 'edge_density_km': 24439.468427863372, 'street_density_km': 13080.027878393026, 'circuity_avg': 1.0914902871236787, 'self_loop_proportion': 0.0056179775280898875, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0914902871236787\n", - "328\n", - "6006662.799743927\n", - "{'n': 182, 'm': 524, 'k_avg': 5.758241758241758, 'intersection_count': 157, 'streets_per_node_avg': 3.0494505494505493, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 99, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13736263736263737, 2: 0.0, 3: 0.5439560439560439, 4: 0.3131868131868132, 5: 0.005494505494505495}, 'edge_length_total': 82149.47799999992, 'edge_length_avg': 156.77381297709908, 'street_length_total': 41074.738999999994, 'street_length_avg': 156.77381297709923, 'street_segments_count': 262, 'node_density_km': 30.299686542710358, 'intersection_density_km': 26.137641687942452, 'edge_density_km': 13676.392489270758, 'street_density_km': 6838.1962446353855, 'circuity_avg': 1.0317778100944137, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0317778100944137\n", - "329\n", - "5009016.5709145665\n", - "{'n': 365, 'm': 881, 'k_avg': 4.8273972602739725, 'intersection_count': 279, 'streets_per_node_avg': 2.654794520547945, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 233, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2356164383561644, 2: 0.0, 3: 0.6383561643835617, 4: 0.12602739726027398}, 'edge_length_total': 76782.26700000015, 'edge_length_avg': 87.1535380249718, 'street_length_total': 40023.68400000001, 'street_length_avg': 84.43815189873419, 'street_segments_count': 474, 'node_density_km': 72.86859502909508, 'intersection_density_km': 55.699556200321986, 'edge_density_km': 15328.810738188662, 'street_density_km': 7990.327728680747, 'circuity_avg': 1.051124918379208, 'self_loop_proportion': 0.00681044267877412, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051124918379208\n", - "330\n", - "28028064.909021635\n", - "{'n': 3380, 'm': 9170, 'k_avg': 5.42603550295858, 'intersection_count': 2772, 'streets_per_node_avg': 2.8606508875739647, 'streets_per_node_counts': {0: 0, 1: 608, 2: 9, 3: 2030, 4: 715, 5: 15, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17988165680473372, 2: 0.0026627218934911242, 3: 0.6005917159763313, 4: 0.21153846153846154, 5: 0.004437869822485207, 6: 0.0008875739644970414}, 'edge_length_total': 575182.3070000027, 'edge_length_avg': 62.72435190839724, 'street_length_total': 294713.10199999996, 'street_length_avg': 61.4754071756362, 'street_segments_count': 4794, 'node_density_km': 120.59341274438287, 'intersection_density_km': 98.90086986018619, 'edge_density_km': 20521.6560210999, 'street_density_km': 10514.928624456628, 'circuity_avg': 1.0737564664196573, 'self_loop_proportion': 0.0015267175572519084, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0737564664196573\n", - "331\n", - "12014096.707757419\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 774, 'm': 1958, 'k_avg': 5.059431524547803, 'intersection_count': 621, 'streets_per_node_avg': 2.7183462532299743, 'streets_per_node_counts': {0: 0, 1: 153, 2: 1, 3: 534, 4: 83, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19767441860465115, 2: 0.0012919896640826874, 3: 0.689922480620155, 4: 0.10723514211886305, 5: 0.003875968992248062}, 'edge_length_total': 200645.56300000017, 'edge_length_avg': 102.47475127681317, 'street_length_total': 102709.19099999998, 'street_length_avg': 99.5244098837209, 'street_segments_count': 1032, 'node_density_km': 64.42431910009793, 'intersection_density_km': 51.68927927798555, 'edge_density_km': 16700.84467277883, 'street_density_km': 8549.056454130368, 'circuity_avg': 1.0774352241806393, 'self_loop_proportion': 0.0040858018386108275, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0774352241806393\n", - "332\n", - "14018649.548165679\n", - "{'n': 920, 'm': 2204, 'k_avg': 4.791304347826087, 'intersection_count': 697, 'streets_per_node_avg': 2.640217391304348, 'streets_per_node_counts': {0: 0, 1: 223, 2: 2, 3: 580, 4: 113, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24239130434782608, 2: 0.002173913043478261, 3: 0.6304347826086957, 4: 0.12282608695652174, 5: 0.002173913043478261}, 'edge_length_total': 193854.76199999993, 'edge_length_avg': 87.95588112522682, 'street_length_total': 99581.81400000009, 'street_length_avg': 83.61193450881619, 'street_segments_count': 1191, 'node_density_km': 65.62686347490445, 'intersection_density_km': 49.719482436965656, 'edge_density_km': 13828.347825797926, 'street_density_km': 7103.524034740582, 'circuity_avg': 1.087812764229681, 'self_loop_proportion': 0.0027223230490018148, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.087812764229681\n", - "333\n", - "9009202.39159533\n", - "{'n': 1085, 'm': 3034, 'k_avg': 5.5926267281105995, 'intersection_count': 940, 'streets_per_node_avg': 2.9953917050691246, 'streets_per_node_counts': {0: 0, 1: 145, 2: 0, 3: 656, 4: 283, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1336405529953917, 2: 0.0, 3: 0.6046082949308755, 4: 0.2608294930875576, 5: 0.0009216589861751152}, 'edge_length_total': 194210.23500000127, 'edge_length_avg': 64.01128378378421, 'street_length_total': 99060.91199999973, 'street_length_avg': 61.79720024953196, 'street_segments_count': 1603, 'node_density_km': 120.43241486196321, 'intersection_density_km': 104.33776034124001, 'edge_density_km': 21556.87335664472, 'street_density_km': 10995.525207915574, 'circuity_avg': 1.053654341000873, 'self_loop_proportion': 0.001977587343441002, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053654341000873\n", - "334\n", - "16014626.909710959\n", - "{'n': 591, 'm': 1457, 'k_avg': 4.930626057529611, 'intersection_count': 437, 'streets_per_node_avg': 2.5702199661590526, 'streets_per_node_counts': {0: 0, 1: 154, 2: 0, 3: 383, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26057529610829105, 2: 0.0, 3: 0.6480541455160744, 4: 0.09137055837563451}, 'edge_length_total': 196525.57299999963, 'edge_length_avg': 134.8837151681535, 'street_length_total': 98516.89799999996, 'street_length_avg': 133.85448097826082, 'street_segments_count': 736, 'node_density_km': 36.903763249184976, 'intersection_density_km': 27.287554213018332, 'edge_density_km': 12271.629811171582, 'street_density_km': 6151.682368589007, 'circuity_avg': 1.0357923962532711, 'self_loop_proportion': 0.0061770761839396015, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0357923962532711\n", - "335\n", - "13013917.728190878\n", - "{'n': 2294, 'm': 6457, 'k_avg': 5.629468177855275, 'intersection_count': 1948, 'streets_per_node_avg': 2.9437663469921533, 'streets_per_node_counts': {0: 0, 1: 346, 2: 1, 3: 1389, 4: 553, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15082824760244115, 2: 0.00043591979075850045, 3: 0.6054925893635571, 4: 0.24106364428945073, 5: 0.0017436791630340018, 6: 0.00043591979075850045}, 'edge_length_total': 364854.90199999907, 'edge_length_avg': 56.50532786123573, 'street_length_total': 185939.41500000007, 'street_length_avg': 55.53745967741938, 'street_segments_count': 3348, 'node_density_km': 176.27282175226253, 'intersection_density_km': 149.68590094743132, 'edge_density_km': 28035.746776671775, 'street_density_km': 14287.735552316906, 'circuity_avg': 1.0663145527659839, 'self_loop_proportion': 0.002477930927675391, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0663145527659839\n", - "336\n", - "12012491.983557994\n", - "{'n': 194, 'm': 508, 'k_avg': 5.237113402061856, 'intersection_count': 154, 'streets_per_node_avg': 2.7216494845360826, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 130, 4: 22, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20618556701030927, 2: 0.0, 3: 0.6701030927835051, 4: 0.1134020618556701, 5: 0.010309278350515464}, 'edge_length_total': 108276.85400000006, 'edge_length_avg': 213.1434133858269, 'street_length_total': 54138.426999999996, 'street_length_avg': 213.14341338582676, 'street_segments_count': 254, 'node_density_km': 16.149854690062313, 'intersection_density_km': 12.819987743657713, 'edge_density_km': 9013.687929881926, 'street_density_km': 4506.843964940959, 'circuity_avg': 1.0608079966263388, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0608079966263388\n", - "337\n", - "4004196.1664756145\n", - "{'n': 94, 'm': 228, 'k_avg': 4.851063829787234, 'intersection_count': 70, 'streets_per_node_avg': 2.595744680851064, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 60, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2553191489361702, 2: 0.0, 3: 0.6382978723404256, 4: 0.10638297872340426}, 'edge_length_total': 30661.293999999965, 'edge_length_avg': 134.47935964912264, 'street_length_total': 15330.647000000003, 'street_length_avg': 134.47935964912284, 'street_segments_count': 114, 'node_density_km': 23.475373356329907, 'intersection_density_km': 17.48166101003291, 'edge_density_km': 7657.290683385077, 'street_density_km': 3828.6453416925433, 'circuity_avg': 1.0295380477354716, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0295380477354716\n", - "338\n", - "8011668.918902648\n", - "{'n': 632, 'm': 1733, 'k_avg': 5.484177215189874, 'intersection_count': 557, 'streets_per_node_avg': 2.9857594936708862, 'streets_per_node_counts': {0: 0, 1: 75, 2: 1, 3: 417, 4: 136, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11867088607594936, 2: 0.0015822784810126582, 3: 0.6598101265822784, 4: 0.21518987341772153, 5: 0.004746835443037975}, 'edge_length_total': 151279.07900000032, 'edge_length_avg': 87.29317888055414, 'street_length_total': 81095.48499999994, 'street_length_avg': 87.95605748373096, 'street_segments_count': 922, 'node_density_km': 78.8849372580619, 'intersection_density_km': 69.52359185560202, 'edge_density_km': 18882.342809133566, 'street_density_km': 10122.171275533377, 'circuity_avg': 1.0815586531718386, 'self_loop_proportion': 0.004616272360069244, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0815586531718386\n", - "339\n", - "6010890.698930741\n", - "{'n': 461, 'm': 1310, 'k_avg': 5.683297180043384, 'intersection_count': 389, 'streets_per_node_avg': 2.943600867678959, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 273, 4: 114, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1561822125813449, 2: 0.0, 3: 0.5921908893709328, 4: 0.2472885032537961, 5: 0.004338394793926247}, 'edge_length_total': 120426.80900000001, 'edge_length_avg': 91.92886183206107, 'street_length_total': 60300.467999999986, 'street_length_avg': 91.64204863221883, 'street_segments_count': 658, 'node_density_km': 76.69412456327078, 'intersection_density_km': 64.71586649698988, 'edge_density_km': 20034.769393065548, 'street_density_km': 10031.868989187684, 'circuity_avg': 1.0683828128158694, 'self_loop_proportion': 0.004580152671755725, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0683828128158694\n", - "340\n", - "19023259.847538784\n", - "{'n': 724, 'm': 1969, 'k_avg': 5.439226519337017, 'intersection_count': 604, 'streets_per_node_avg': 2.8011049723756907, 'streets_per_node_counts': {0: 0, 1: 120, 2: 0, 3: 509, 4: 94, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16574585635359115, 2: 0.0, 3: 0.7030386740331491, 4: 0.1298342541436464, 5: 0.0013812154696132596}, 'edge_length_total': 270156.6100000002, 'edge_length_avg': 137.20498222447955, 'street_length_total': 135579.15300000005, 'street_length_avg': 136.81044702320892, 'street_segments_count': 991, 'node_density_km': 38.05867163685253, 'intersection_density_km': 31.75060451472228, 'edge_density_km': 14201.383578059724, 'street_density_km': 7127.019979046398, 'circuity_avg': 1.0646300037236676, 'self_loop_proportion': 0.002031488065007618, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0646300037236676\n", - "341\n", - "12015217.802123075\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 887, 'm': 2194, 'k_avg': 4.9470124013528745, 'intersection_count': 695, 'streets_per_node_avg': 2.741826381059752, 'streets_per_node_counts': {0: 0, 1: 192, 2: 0, 3: 545, 4: 145, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21645997745208567, 2: 0.0, 3: 0.6144306651634723, 4: 0.16347237880496054, 5: 0.005636978579481398}, 'edge_length_total': 201807.26499999882, 'edge_length_avg': 91.9814334548764, 'street_length_total': 109630.38200000001, 'street_length_avg': 94.10333218884121, 'street_segments_count': 1165, 'node_density_km': 73.82304795534111, 'intersection_density_km': 57.843312659483736, 'edge_density_km': 16795.97226812981, 'street_density_km': 9124.29419137358, 'circuity_avg': 1.063131898202026, 'self_loop_proportion': 0.0036463081130355514, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063131898202026\n", - "342\n", - "9012089.48970069\n", - "{'n': 171, 'm': 470, 'k_avg': 5.497076023391813, 'intersection_count': 147, 'streets_per_node_avg': 2.8771929824561404, 'streets_per_node_counts': {0: 0, 1: 24, 2: 1, 3: 118, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14035087719298245, 2: 0.005847953216374269, 3: 0.6900584795321637, 4: 0.16374269005847952}, 'edge_length_total': 83026.63099999995, 'edge_length_avg': 176.65240638297863, 'street_length_total': 43990.52199999997, 'street_length_avg': 184.060761506276, 'street_segments_count': 239, 'node_density_km': 18.974511981424993, 'intersection_density_km': 16.31142258052324, 'edge_density_km': 9212.8058753617, 'street_density_km': 4881.278869930638, 'circuity_avg': 1.0527373390565724, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0527373390565724\n", - "343\n", - "21019090.621461112\n", - "{'n': 1499, 'm': 3756, 'k_avg': 5.011340893929286, 'intersection_count': 1113, 'streets_per_node_avg': 2.6397598398932622, 'streets_per_node_counts': {0: 0, 1: 386, 2: 3, 3: 880, 4: 225, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25750500333555704, 2: 0.0020013342228152103, 3: 0.5870580386924616, 4: 0.15010006671114076, 5: 0.00333555703802535}, 'edge_length_total': 334685.2189999995, 'edge_length_avg': 89.10682082002117, 'street_length_total': 174479.09300000014, 'street_length_avg': 89.93767680412378, 'street_segments_count': 1940, 'node_density_km': 71.31612052090765, 'intersection_density_km': 52.95186266829233, 'edge_density_km': 15922.916220660662, 'street_density_km': 8300.982004514117, 'circuity_avg': 1.0535036433416536, 'self_loop_proportion': 0.0026624068157614484, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535036433416536\n", - "344\n", - "40036443.01193511\n", - "{'n': 12523, 'm': 31131, 'k_avg': 4.971811866166254, 'intersection_count': 9257, 'streets_per_node_avg': 2.6108759881817454, 'streets_per_node_counts': {0: 0, 1: 3266, 2: 19, 3: 7614, 4: 1576, 5: 42, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26080012776491257, 2: 0.0015172083366605446, 3: 0.6080012776491256, 4: 0.12584843887247465, 5: 0.003353828954723309, 6: 0.0004791184221033299}, 'edge_length_total': 1363146.5939999882, 'edge_length_avg': 43.78743355497697, 'street_length_total': 717348.8289999964, 'street_length_avg': 44.06048946624878, 'street_segments_count': 16281, 'node_density_km': 312.7900247348851, 'intersection_density_km': 231.21434632043693, 'edge_density_km': 34047.64488177998, 'street_density_km': 17917.396627521342, 'circuity_avg': 1.0801121279602268, 'self_loop_proportion': 0.003822556294368957, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0801121279602268\n", - "345\n", - "42071079.95570168\n", - "{'n': 4395, 'm': 11933, 'k_avg': 5.430261660978385, 'intersection_count': 3387, 'streets_per_node_avg': 2.7599544937428897, 'streets_per_node_counts': {0: 0, 1: 1008, 2: 0, 3: 2446, 4: 921, 5: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22935153583617748, 2: 0.0, 3: 0.5565415244596132, 4: 0.20955631399317406, 5: 0.004550625711035267}, 'edge_length_total': 894717.7770000008, 'edge_length_avg': 74.97844439788828, 'street_length_total': 451504.451, 'street_length_avg': 74.91363049610088, 'street_segments_count': 6027, 'node_density_km': 104.46606088143379, 'intersection_density_km': 80.50660937552132, 'edge_density_km': 21266.812688005273, 'street_density_km': 10731.943450831475, 'circuity_avg': 1.0466904054328812, 'self_loop_proportion': 0.002346434257940166, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0466904054328812\n", - "346\n", - "135178995.5250998\n", - "{'n': 20852, 'm': 58608, 'k_avg': 5.621331287166699, 'intersection_count': 17426, 'streets_per_node_avg': 2.90283905620564, 'streets_per_node_counts': {0: 0, 1: 3426, 2: 19, 3: 12796, 4: 4401, 5: 189, 6: 18, 7: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16430078649530022, 2: 0.0009111835795127566, 3: 0.6136581622865912, 4: 0.21105889123345484, 5: 0.009063878764626894, 6: 0.0008632265490120852, 7: 0.0001438710915020142}, 'edge_length_total': 3950244.1870000153, 'edge_length_avg': 67.4011088417966, 'street_length_total': 2028799.4099999843, 'street_length_avg': 67.32369039322994, 'street_segments_count': 30135, 'node_density_km': 154.25473402136822, 'intersection_density_km': 128.9105599010341, 'edge_density_km': 29222.32238562936, 'street_density_km': 15008.244454836773, 'circuity_avg': 1.0680859711215467, 'self_loop_proportion': 0.0034636909636909636, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0680859711215467\n", - "347\n", - "12012360.727693856\n", - "{'n': 250, 'm': 684, 'k_avg': 5.472, 'intersection_count': 204, 'streets_per_node_avg': 2.832, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 154, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.184, 2: 0.0, 3: 0.616, 4: 0.2}, 'edge_length_total': 138491.43000000005, 'edge_length_avg': 202.47285087719305, 'street_length_total': 69245.71500000001, 'street_length_avg': 202.47285087719303, 'street_segments_count': 342, 'node_density_km': 20.811895818582798, 'intersection_density_km': 16.982506987963564, 'edge_density_km': 11529.076851706213, 'street_density_km': 5764.538425853106, 'circuity_avg': 1.0346099712482084, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0346099712482084\n", - "348\n", - "8007413.370254025\n", - "{'n': 752, 'm': 1947, 'k_avg': 5.178191489361702, 'intersection_count': 605, 'streets_per_node_avg': 2.768617021276596, 'streets_per_node_counts': {0: 0, 1: 147, 2: 3, 3: 480, 4: 121, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19547872340425532, 2: 0.003989361702127659, 3: 0.6382978723404256, 4: 0.16090425531914893, 5: 0.0013297872340425532}, 'edge_length_total': 144619.7239999999, 'edge_length_avg': 74.27823523369281, 'street_length_total': 73780.50599999998, 'street_length_avg': 72.05127539062498, 'street_segments_count': 1024, 'node_density_km': 93.91297354443233, 'intersection_density_km': 75.5549853648691, 'edge_density_km': 18060.729140977524, 'street_density_km': 9214.024877756423, 'circuity_avg': 1.05977944323437, 'self_loop_proportion': 0.005649717514124294, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05977944323437\n", - "349\n", - "132174955.8980929\n", - "error with entry 349\n", - "350\n", - "12012490.508873874\n", - "{'n': 1590, 'm': 4399, 'k_avg': 5.533333333333333, 'intersection_count': 1349, 'streets_per_node_avg': 2.89937106918239, 'streets_per_node_counts': {0: 0, 1: 241, 2: 2, 3: 1033, 4: 304, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15157232704402515, 2: 0.0012578616352201257, 3: 0.6496855345911949, 4: 0.19119496855345913, 5: 0.006289308176100629}, 'edge_length_total': 298923.4620000002, 'edge_length_avg': 67.95259422596048, 'street_length_total': 152220.06799999997, 'street_length_avg': 66.88052196836554, 'street_segments_count': 2276, 'node_density_km': 132.36222736870712, 'intersection_density_km': 112.29977655370182, 'edge_density_km': 24884.386945336544, 'street_density_km': 12671.815880940914, 'circuity_avg': 1.064271568567092, 'self_loop_proportion': 0.0025005683109797683, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064271568567092\n", - "351\n", - "7007536.894764998\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 375, 'm': 941, 'k_avg': 5.018666666666666, 'intersection_count': 311, 'streets_per_node_avg': 2.7946666666666666, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 263, 4: 46, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17066666666666666, 2: 0.0, 3: 0.7013333333333334, 4: 0.12266666666666666, 5: 0.0026666666666666666, 6: 0.0026666666666666666}, 'edge_length_total': 100722.6669999999, 'edge_length_avg': 107.03790329436758, 'street_length_total': 52246.83600000002, 'street_length_avg': 102.84810236220476, 'street_segments_count': 508, 'node_density_km': 53.51381029190797, 'intersection_density_km': 44.38078666875568, 'edge_density_km': 14373.476517154704, 'street_density_km': 7455.8060534838105, 'circuity_avg': 1.0662345005651357, 'self_loop_proportion': 0.0021253985122210413, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0662345005651357\n", - "352\n", - "11015321.682005817\n", - "{'n': 374, 'm': 922, 'k_avg': 4.93048128342246, 'intersection_count': 278, 'streets_per_node_avg': 2.5614973262032086, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 250, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25668449197860965, 2: 0.0, 3: 0.6684491978609626, 4: 0.0748663101604278}, 'edge_length_total': 98360.15100000023, 'edge_length_avg': 106.68129175705015, 'street_length_total': 49482.65799999999, 'street_length_avg': 106.18596137339053, 'street_segments_count': 466, 'node_density_km': 33.95270794596505, 'intersection_density_km': 25.23757435555691, 'edge_density_km': 8929.394332684571, 'street_density_km': 4492.166404984146, 'circuity_avg': 1.0707642313228851, 'self_loop_proportion': 0.004338394793926247, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0707642313228851\n", - "353\n", - "11015311.548783876\n", - "{'n': 608, 'm': 1431, 'k_avg': 4.707236842105263, 'intersection_count': 479, 'streets_per_node_avg': 2.7220394736842106, 'streets_per_node_counts': {0: 0, 1: 129, 2: 6, 3: 383, 4: 86, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21217105263157895, 2: 0.009868421052631578, 3: 0.6299342105263158, 4: 0.14144736842105263, 5: 0.004934210526315789, 6: 0.001644736842105263}, 'edge_length_total': 137877.31699999986, 'edge_length_avg': 96.35032634521305, 'street_length_total': 76510.162, 'street_length_avg': 94.80813135068153, 'street_segments_count': 807, 'node_density_km': 55.1958968484305, 'intersection_density_km': 43.484925313154946, 'edge_density_km': 12516.878563931488, 'street_density_km': 6945.801002645899, 'circuity_avg': 1.1401790645798435, 'self_loop_proportion': 0.010482180293501049, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1401790645798435\n", - "354\n", - "27044002.24109832\n", - "{'n': 2409, 'm': 6374, 'k_avg': 5.2918223329182235, 'intersection_count': 2037, 'streets_per_node_avg': 2.8638439186384392, 'streets_per_node_counts': {0: 0, 1: 372, 2: 5, 3: 1617, 4: 410, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15442092154420922, 2: 0.0020755500207555004, 3: 0.6712328767123288, 4: 0.170195101701951, 5: 0.0016604400166044002, 6: 0.00041511000415110004}, 'edge_length_total': 513391.52399999724, 'edge_length_avg': 80.54463821775921, 'street_length_total': 268340.0050000003, 'street_length_avg': 78.83078877790842, 'street_segments_count': 3404, 'node_density_km': 89.0770522248768, 'intersection_density_km': 75.32169173186966, 'edge_density_km': 18983.56313622119, 'street_density_km': 9922.348127608439, 'circuity_avg': 1.0776736573627754, 'self_loop_proportion': 0.004706620646375902, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0776736573627754\n", - "355\n", - "5006256.53686307\n", - "{'n': 193, 'm': 512, 'k_avg': 5.305699481865285, 'intersection_count': 163, 'streets_per_node_avg': 2.844559585492228, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 133, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15544041450777202, 2: 0.0, 3: 0.689119170984456, 4: 0.15544041450777202}, 'edge_length_total': 72959.148, 'edge_length_avg': 142.4983359375, 'street_length_total': 36543.40099999999, 'street_length_avg': 142.19222178988323, 'street_segments_count': 257, 'node_density_km': 38.55175989861162, 'intersection_density_km': 32.55925835996733, 'edge_density_km': 14573.593554939225, 'street_density_km': 7299.5462239931785, 'circuity_avg': 1.0313975820467718, 'self_loop_proportion': 0.00390625, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0313975820467718\n", - "356\n", - "350464221.3049599\n", - "error with entry 356\n", - "357\n", - "9016099.064173996\n", - "{'n': 589, 'm': 1543, 'k_avg': 5.239388794567063, 'intersection_count': 523, 'streets_per_node_avg': 2.969439728353141, 'streets_per_node_counts': {0: 0, 1: 66, 2: 4, 3: 408, 4: 105, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11205432937181664, 2: 0.006791171477079796, 3: 0.6926994906621392, 4: 0.17826825127334464, 5: 0.008488964346349746, 6: 0.001697792869269949}, 'edge_length_total': 141976.0900000003, 'edge_length_avg': 92.01302009073252, 'street_length_total': 74574.80999999994, 'street_length_avg': 86.81584400465651, 'street_segments_count': 859, 'node_density_km': 65.32758744193777, 'intersection_density_km': 58.00734844165272, 'edge_density_km': 15746.953198878513, 'street_density_km': 8271.294433346164, 'circuity_avg': 1.051048026115131, 'self_loop_proportion': 0.0032404406999351912, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051048026115131\n", - "358\n", - "9010974.857109342\n", - "{'n': 644, 'm': 1592, 'k_avg': 4.944099378881988, 'intersection_count': 497, 'streets_per_node_avg': 2.6940993788819876, 'streets_per_node_counts': {0: 0, 1: 147, 2: 2, 3: 398, 4: 95, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22826086956521738, 2: 0.003105590062111801, 3: 0.6180124223602484, 4: 0.14751552795031056, 5: 0.003105590062111801}, 'edge_length_total': 125751.18800000024, 'edge_length_avg': 78.98943969849262, 'street_length_total': 65098.887000000046, 'street_length_avg': 76.586925882353, 'street_segments_count': 850, 'node_density_km': 71.46840494088235, 'intersection_density_km': 55.15496468263747, 'edge_density_km': 13955.336685995408, 'street_density_km': 7224.400026889356, 'circuity_avg': 1.05442905532766, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05442905532766\n", - "359\n", - "11010956.659590345\n", - "{'n': 556, 'm': 1325, 'k_avg': 4.766187050359712, 'intersection_count': 405, 'streets_per_node_avg': 2.523381294964029, 'streets_per_node_counts': {0: 0, 1: 151, 2: 2, 3: 365, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2715827338129496, 2: 0.0035971223021582736, 3: 0.6564748201438849, 4: 0.06654676258992806, 5: 0.0017985611510791368}, 'edge_length_total': 136276.42100000012, 'edge_length_avg': 102.85012905660386, 'street_length_total': 69382.11500000002, 'street_length_avg': 101.28775912408761, 'street_segments_count': 685, 'node_density_km': 50.495158339918994, 'intersection_density_km': 36.78154519364603, 'edge_density_km': 12376.437871209475, 'street_density_km': 6301.188638279622, 'circuity_avg': 1.0620309691731644, 'self_loop_proportion': 0.0030188679245283017, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0620309691731644\n", - "360\n", - "5006175.673773489\n", - "{'n': 290, 'm': 733, 'k_avg': 5.055172413793104, 'intersection_count': 259, 'streets_per_node_avg': 2.989655172413793, 'streets_per_node_counts': {0: 0, 1: 31, 2: 1, 3: 203, 4: 51, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10689655172413794, 2: 0.0034482758620689655, 3: 0.7, 4: 0.17586206896551723, 5: 0.010344827586206896, 6: 0.0034482758620689655}, 'edge_length_total': 62307.998000000145, 'edge_length_avg': 85.00409004092789, 'street_length_total': 34134.950000000026, 'street_length_avg': 81.08064133016633, 'street_segments_count': 421, 'node_density_km': 57.92845055743072, 'intersection_density_km': 51.736098946119164, 'edge_density_km': 12446.22683267414, 'street_density_km': 6818.5681495012805, 'circuity_avg': 1.0523071785495888, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0523071785495888\n", - "361\n", - "15013699.40552413\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1789, 'm': 5014, 'k_avg': 5.605366126327557, 'intersection_count': 1466, 'streets_per_node_avg': 2.8529904974846283, 'streets_per_node_counts': {0: 0, 1: 323, 2: 0, 3: 1086, 4: 377, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1805477920626048, 2: 0.0, 3: 0.607043040804919, 4: 0.21073225265511458, 5: 0.0016769144773616546}, 'edge_length_total': 365595.37999999995, 'edge_length_avg': 72.91491424012763, 'street_length_total': 184361.29899999994, 'street_length_avg': 72.87007865612645, 'street_segments_count': 2530, 'node_density_km': 119.15784056138466, 'intersection_density_km': 97.64415554107876, 'edge_density_km': 24350.785913928918, 'street_density_km': 12279.538441549334, 'circuity_avg': 1.0424989764278865, 'self_loop_proportion': 0.0011966493817311527, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0424989764278865\n", - "362\n", - "12012119.833890513\n", - "{'n': 3027, 'm': 7682, 'k_avg': 5.075652461182689, 'intersection_count': 2321, 'streets_per_node_avg': 2.698381235546746, 'streets_per_node_counts': {0: 0, 1: 706, 2: 10, 3: 1822, 4: 474, 5: 11, 6: 3, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23323422530558308, 2: 0.003303600925008259, 3: 0.6019160885365048, 4: 0.1565906838453915, 5: 0.003633961017509085, 6: 0.0009910802775024777, 7: 0.0003303600925008259}, 'edge_length_total': 375293.8210000012, 'edge_length_avg': 48.853660635251394, 'street_length_total': 195089.07299999893, 'street_length_avg': 48.22968430160666, 'street_segments_count': 4045, 'node_density_km': 251.99548804531102, 'intersection_density_km': 193.22151561056057, 'edge_density_km': 31242.930156354443, 'street_density_km': 16241.019545075005, 'circuity_avg': 1.075573018980532, 'self_loop_proportion': 0.002082790939859412, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075573018980532\n", - "363\n", - "8010969.024898169\n", - "{'n': 263, 'm': 675, 'k_avg': 5.133079847908745, 'intersection_count': 211, 'streets_per_node_avg': 2.6958174904942966, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 188, 4: 22, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19771863117870722, 2: 0.0, 3: 0.714828897338403, 4: 0.08365019011406843, 5: 0.0038022813688212928}, 'edge_length_total': 81124.64999999995, 'edge_length_avg': 120.18466666666659, 'street_length_total': 40919.33300000002, 'street_length_avg': 119.29834693877557, 'street_segments_count': 343, 'node_density_km': 32.82998588342977, 'intersection_density_km': 26.338886012941753, 'edge_density_km': 10126.696252084332, 'street_density_km': 5107.913021860694, 'circuity_avg': 1.03693889503909, 'self_loop_proportion': 0.002962962962962963, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03693889503909\n", - "364\n", - "11013565.392745804\n", - "{'n': 234, 'm': 598, 'k_avg': 5.111111111111111, 'intersection_count': 190, 'streets_per_node_avg': 2.730769230769231, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 166, 4: 23, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18803418803418803, 2: 0.0, 3: 0.7094017094017094, 4: 0.09829059829059829, 5: 0.004273504273504274}, 'edge_length_total': 106405.50500000005, 'edge_length_avg': 177.9356270903011, 'street_length_total': 56152.19900000002, 'street_length_avg': 182.3123344155845, 'street_segments_count': 308, 'node_density_km': 21.246525684963604, 'intersection_density_km': 17.25145247924395, 'edge_density_km': 9661.313226512924, 'street_density_km': 5098.457856071317, 'circuity_avg': 1.0439958391772364, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0439958391772364\n", - "365\n", - "12014236.535626873\n", - "{'n': 1017, 'm': 2660, 'k_avg': 5.2310717797443465, 'intersection_count': 869, 'streets_per_node_avg': 2.8997050147492627, 'streets_per_node_counts': {0: 0, 1: 148, 2: 4, 3: 670, 4: 192, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1455260570304818, 2: 0.003933136676499509, 3: 0.6588003933136677, 4: 0.1887905604719764, 5: 0.0029498525073746312}, 'edge_length_total': 220037.915, 'edge_length_avg': 82.72102067669174, 'street_length_total': 115770.11399999997, 'street_length_avg': 79.45786822237473, 'street_segments_count': 1457, 'node_density_km': 84.64957361079087, 'intersection_density_km': 72.33085493390095, 'edge_density_km': 18314.764683340654, 'street_density_km': 9636.077469982938, 'circuity_avg': 1.0631558354949782, 'self_loop_proportion': 0.007142857142857143, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0631558354949782\n", - "366\n", - "21026661.95317086\n", - "{'n': 4535, 'm': 12154, 'k_avg': 5.360088202866593, 'intersection_count': 3556, 'streets_per_node_avg': 2.7942668136714444, 'streets_per_node_counts': {0: 0, 1: 979, 2: 8, 3: 2521, 4: 1021, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21587651598676957, 2: 0.0017640573318632856, 3: 0.5558985667034179, 4: 0.22513781697905183, 5: 0.001323042998897464}, 'edge_length_total': 633205.5419999998, 'edge_length_avg': 52.098530689484924, 'street_length_total': 321285.8169999999, 'street_length_avg': 51.45512764253682, 'street_segments_count': 6244, 'node_density_km': 215.67855183576174, 'intersection_density_km': 169.1186174923856, 'edge_density_km': 30114.411094363517, 'street_density_km': 15279.924969333968, 'circuity_avg': 1.0465918400836969, 'self_loop_proportion': 0.0006582195162086556, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0465918400836969\n", - "367\n", - "13020499.582052236\n", - "{'n': 1983, 'm': 5190, 'k_avg': 5.234493192133131, 'intersection_count': 1648, 'streets_per_node_avg': 2.805345436207766, 'streets_per_node_counts': {0: 0, 1: 335, 2: 11, 3: 1351, 4: 278, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16893595562279376, 2: 0.005547150781643974, 3: 0.681290973272819, 4: 0.14019162884518407, 5: 0.0035300050428643467, 6: 0.0005042864346949068}, 'edge_length_total': 317531.2790000005, 'edge_length_avg': 61.18136396917158, 'street_length_total': 163646.32399999996, 'street_length_avg': 59.37820174165456, 'street_segments_count': 2756, 'node_density_km': 152.29830372510546, 'intersection_density_km': 126.56964424557427, 'edge_density_km': 24387.027317883647, 'street_density_km': 12568.35983663591, 'circuity_avg': 1.0700047053163944, 'self_loop_proportion': 0.004046242774566474, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0700047053163944\n", - "368\n", - "39047080.9327632\n", - "{'n': 5097, 'm': 14605, 'k_avg': 5.730822052187562, 'intersection_count': 4436, 'streets_per_node_avg': 2.9899941141848148, 'streets_per_node_counts': {0: 0, 1: 661, 2: 8, 3: 3178, 4: 1221, 5: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12968412791838335, 2: 0.0015695507161075143, 3: 0.62350402197371, 4: 0.23955267804590935, 5: 0.005689621345889739}, 'edge_length_total': 845051.9520000023, 'edge_length_avg': 57.8604554604589, 'street_length_total': 434978.71500000084, 'street_length_avg': 57.362351971515345, 'street_segments_count': 7583, 'node_density_km': 130.53472572704572, 'intersection_density_km': 113.60644365806843, 'edge_density_km': 21641.87262692268, 'street_density_km': 11139.852316976241, 'circuity_avg': 1.0661310086328142, 'self_loop_proportion': 0.0024649092776446425, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0661310086328142\n", - "369\n", - "8010983.578306037\n", - "{'n': 1776, 'm': 4612, 'k_avg': 5.193693693693693, 'intersection_count': 1359, 'streets_per_node_avg': 2.7269144144144146, 'streets_per_node_counts': {0: 0, 1: 417, 2: 3, 3: 1011, 4: 339, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23479729729729729, 2: 0.0016891891891891893, 3: 0.5692567567567568, 4: 0.19087837837837837, 5: 0.002815315315315315, 6: 0.0005630630630630631}, 'edge_length_total': 211162.4380000004, 'edge_length_avg': 45.7854375542065, 'street_length_total': 110450.2019999999, 'street_length_avg': 46.194145545796694, 'street_segments_count': 2391, 'node_density_km': 221.69562359476762, 'intersection_density_km': 169.64209035207728, 'edge_density_km': 26359.11507443781, 'street_density_km': 13787.345950764657, 'circuity_avg': 1.067547555444279, 'self_loop_proportion': 0.002168256721595837, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067547555444279\n", - "370\n", - "9009793.539614875\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 580, 'm': 1678, 'k_avg': 5.786206896551724, 'intersection_count': 500, 'streets_per_node_avg': 2.9827586206896552, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 357, 4: 137, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13793103448275862, 2: 0.0, 3: 0.6155172413793103, 4: 0.23620689655172414, 5: 0.008620689655172414, 6: 0.0017241379310344827}, 'edge_length_total': 110816.61500000022, 'edge_length_avg': 66.04089094159727, 'street_length_total': 55961.68200000006, 'street_length_avg': 65.7599083431258, 'street_segments_count': 851, 'node_density_km': 64.37439409125375, 'intersection_density_km': 55.49516732004633, 'edge_density_km': 12299.573182532336, 'street_density_km': 6211.205812202456, 'circuity_avg': 1.0804516692809574, 'self_loop_proportion': 0.004767580452920143, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0804516692809574\n", - "371\n", - "43037075.70497207\n", - "error with entry 371\n", - "372\n", - "19016457.625990562\n", - "{'n': 1314, 'm': 3474, 'k_avg': 5.287671232876712, 'intersection_count': 1066, 'streets_per_node_avg': 2.7770167427701673, 'streets_per_node_counts': {0: 0, 1: 248, 2: 7, 3: 851, 4: 206, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1887366818873668, 2: 0.00532724505327245, 3: 0.647640791476408, 4: 0.1567732115677321, 5: 0.0015220700152207}, 'edge_length_total': 303990.49800000055, 'edge_length_avg': 87.50446113989653, 'street_length_total': 154479.23999999982, 'street_length_avg': 86.44613318410734, 'street_segments_count': 1787, 'node_density_km': 69.09804264512982, 'intersection_density_km': 56.05670735137625, 'edge_density_km': 15985.653268278758, 'street_density_km': 8123.449857920267, 'circuity_avg': 1.0657294078902173, 'self_loop_proportion': 0.0031663788140472078, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0657294078902173\n", - "373\n", - "21017084.092944823\n", - "{'n': 603, 'm': 1579, 'k_avg': 5.237147595356551, 'intersection_count': 476, 'streets_per_node_avg': 2.7330016583747927, 'streets_per_node_counts': {0: 0, 1: 127, 2: 1, 3: 385, 4: 86, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21061359867330018, 2: 0.001658374792703151, 3: 0.6384742951907131, 4: 0.14262023217247097, 5: 0.006633499170812604}, 'edge_length_total': 226773.31900000002, 'edge_length_avg': 143.6183147561748, 'street_length_total': 113472.35800000004, 'street_length_avg': 143.27317929292934, 'street_segments_count': 792, 'node_density_km': 28.69094482057193, 'intersection_density_km': 22.648241682574195, 'edge_density_km': 10789.95154594852, 'street_density_km': 5399.053336713408, 'circuity_avg': 1.0901689570181583, 'self_loop_proportion': 0.0037998733375554147, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0901689570181583\n", - "374\n", - "10009769.93685371\n", - "{'n': 685, 'm': 1863, 'k_avg': 5.43941605839416, 'intersection_count': 561, 'streets_per_node_avg': 2.8364963503649636, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 429, 4: 128, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.181021897810219, 2: 0.0, 3: 0.6262773722627737, 4: 0.18686131386861313, 5: 0.00583941605839416}, 'edge_length_total': 192795.65499999985, 'edge_length_avg': 103.48666398282333, 'street_length_total': 96773.80699999986, 'street_length_avg': 102.29789323467215, 'street_segments_count': 946, 'node_density_km': 68.43314125312558, 'intersection_density_km': 56.04524415037, 'edge_density_km': 19260.747870954536, 'street_density_km': 9667.93518837037, 'circuity_avg': 1.0477873420242434, 'self_loop_proportion': 0.0021470746108427268, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0477873420242434\n", - "375\n", - "8007233.6519563375\n", - "{'n': 523, 'm': 1350, 'k_avg': 5.162523900573614, 'intersection_count': 385, 'streets_per_node_avg': 2.6787762906309753, 'streets_per_node_counts': {0: 0, 1: 138, 2: 1, 3: 275, 4: 109}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2638623326959847, 2: 0.0019120458891013384, 3: 0.5258126195028681, 4: 0.2084130019120459}, 'edge_length_total': 130157.00000000017, 'edge_length_avg': 96.41259259259272, 'street_length_total': 65127.22199999996, 'street_length_avg': 96.05784955752206, 'street_segments_count': 678, 'node_density_km': 65.31594090203924, 'intersection_density_km': 48.08152437339409, 'edge_density_km': 16254.927189267177, 'street_density_km': 8133.548342764794, 'circuity_avg': 1.0262484277694002, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0262484277694002\n", - "376\n", - "10009512.981355594\n", - "{'n': 581, 'm': 1520, 'k_avg': 5.232358003442341, 'intersection_count': 467, 'streets_per_node_avg': 2.8502581755593805, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 327, 4: 139, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1962134251290878, 2: 0.0, 3: 0.5628227194492255, 4: 0.23924268502581755, 5: 0.0017211703958691911}, 'edge_length_total': 167778.49200000043, 'edge_length_avg': 110.38058684210554, 'street_length_total': 88414.03500000013, 'street_length_avg': 112.20055203045702, 'street_segments_count': 788, 'node_density_km': 58.04478210700265, 'intersection_density_km': 46.65561659891607, 'edge_density_km': 16761.903632326183, 'street_density_km': 8833.000682918957, 'circuity_avg': 1.080148342123985, 'self_loop_proportion': 0.003947368421052632, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.080148342123985\n", - "377\n", - "45071520.940386176\n", - "{'n': 3397, 'm': 9089, 'k_avg': 5.351192228436856, 'intersection_count': 2652, 'streets_per_node_avg': 2.7644980865469533, 'streets_per_node_counts': {0: 0, 1: 745, 2: 4, 3: 1976, 4: 651, 5: 20, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21931115690314984, 2: 0.0011775095672652341, 3: 0.5816897262290256, 4: 0.19163968207241683, 5: 0.0058875478363261706, 6: 0.00029437739181630853}, 'edge_length_total': 780779.6920000034, 'edge_length_avg': 85.90380591924341, 'street_length_total': 399534.9100000009, 'street_length_avg': 86.12522310842874, 'street_segments_count': 4639, 'node_density_km': 75.3691006898356, 'intersection_density_km': 58.83981602279777, 'edge_density_km': 17323.12723665796, 'street_density_km': 8864.464780952156, 'circuity_avg': 1.044017823950317, 'self_loop_proportion': 0.0022004620970403786, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044017823950317\n", - "378\n", - "38035395.78637921\n", - "{'n': 3368, 'm': 9139, 'k_avg': 5.426959619952494, 'intersection_count': 2766, 'streets_per_node_avg': 2.8224465558194773, 'streets_per_node_counts': {0: 0, 1: 602, 2: 4, 3: 2161, 4: 593, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17874109263657958, 2: 0.0011876484560570072, 3: 0.6416270783847982, 4: 0.1760688836104513, 5: 0.0020783847980997625, 6: 0.0002969121140142518}, 'edge_length_total': 709363.6579999956, 'edge_length_avg': 77.61939577634267, 'street_length_total': 359175.62900000066, 'street_length_avg': 76.48544058773439, 'street_segments_count': 4696, 'node_density_km': 88.54909829033798, 'intersection_density_km': 72.7217357099391, 'edge_density_km': 18650.09271847842, 'street_density_km': 9443.194203032965, 'circuity_avg': 1.0616793450729782, 'self_loop_proportion': 0.002407265565160302, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0616793450729782\n", - "379\n", - "27023909.28537704\n", - "{'n': 4632, 'm': 12935, 'k_avg': 5.585060449050086, 'intersection_count': 3865, 'streets_per_node_avg': 2.9345854922279795, 'streets_per_node_counts': {0: 0, 1: 767, 2: 8, 3: 2631, 4: 1213, 5: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16558721934369602, 2: 0.0017271157167530224, 3: 0.5680051813471503, 4: 0.26187392055267705, 5: 0.0028065630397236616}, 'edge_length_total': 720097.5829999978, 'edge_length_avg': 55.67047413993025, 'street_length_total': 372897.6720000005, 'street_length_avg': 55.17870257472632, 'street_segments_count': 6758, 'node_density_km': 171.40377252918142, 'intersection_density_km': 143.02149845105487, 'edge_density_km': 26646.68443768242, 'street_density_km': 13798.805645109971, 'circuity_avg': 1.054156246356071, 'self_loop_proportion': 0.0026285272516428297, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054156246356071\n", - "380\n", - "75129839.50967541\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 8921, 'm': 23822, 'k_avg': 5.340656877031723, 'intersection_count': 7326, 'streets_per_node_avg': 2.848447483465979, 'streets_per_node_counts': {0: 0, 1: 1595, 2: 29, 3: 5475, 4: 1782, 5: 35, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17879161528976573, 2: 0.003250756641632104, 3: 0.6137204349288197, 4: 0.1997533908754624, 5: 0.003923326981280125, 6: 0.0005604752830400179}, 'edge_length_total': 1533551.6329999988, 'edge_length_avg': 64.37543585761055, 'street_length_total': 809134.0160000017, 'street_length_avg': 64.19151257437538, 'street_segments_count': 12605, 'node_density_km': 118.74110284570928, 'intersection_density_km': 97.51118926663672, 'edge_density_km': 20412.017954630453, 'street_density_km': 10769.808923867053, 'circuity_avg': 1.0726244563519536, 'self_loop_proportion': 0.003526152296196793, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0726244563519536\n", - "381\n", - "20030822.415120423\n", - "{'n': 1845, 'm': 4817, 'k_avg': 5.221680216802168, 'intersection_count': 1439, 'streets_per_node_avg': 2.7468834688346884, 'streets_per_node_counts': {0: 0, 1: 406, 2: 4, 3: 1087, 4: 347, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22005420054200542, 2: 0.002168021680216802, 3: 0.589159891598916, 4: 0.1880758807588076, 5: 0.0005420054200542005}, 'edge_length_total': 332737.9820000005, 'edge_length_avg': 69.07576956612009, 'street_length_total': 170680.17700000037, 'street_length_avg': 68.29939055622263, 'street_segments_count': 2499, 'node_density_km': 92.10805037177542, 'intersection_density_km': 71.83928698373161, 'edge_density_km': 16611.29908219997, 'street_density_km': 8520.877149365626, 'circuity_avg': 1.0567681646725617, 'self_loop_proportion': 0.001660784720780569, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0567681646725617\n", - "382\n", - "15027505.40067695\n", - "{'n': 1269, 'm': 3518, 'k_avg': 5.544523246650906, 'intersection_count': 1039, 'streets_per_node_avg': 2.8226950354609928, 'streets_per_node_counts': {0: 0, 1: 230, 2: 0, 3: 805, 4: 233, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18124507486209615, 2: 0.0, 3: 0.6343577620173365, 4: 0.18360914105594955, 5: 0.0007880220646178094}, 'edge_length_total': 299228.6229999986, 'edge_length_avg': 85.05645906765169, 'street_length_total': 149839.08200000005, 'street_length_avg': 84.99097107203633, 'street_segments_count': 1763, 'node_density_km': 84.44515348121817, 'intersection_density_km': 69.13988531677359, 'edge_density_km': 19912.06224996726, 'street_density_km': 9970.988397931314, 'circuity_avg': 1.059957600627589, 'self_loop_proportion': 0.002558271745309835, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059957600627589\n", - "383\n", - "16019519.341927027\n", - "{'n': 917, 'm': 2417, 'k_avg': 5.2715376226826605, 'intersection_count': 730, 'streets_per_node_avg': 2.751363140676118, 'streets_per_node_counts': {0: 0, 1: 187, 2: 0, 3: 585, 4: 144, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2039258451472192, 2: 0.0, 3: 0.6379498364231189, 4: 0.15703380588876772, 5: 0.0010905125408942203}, 'edge_length_total': 259239.38500000068, 'edge_length_avg': 107.25667563094774, 'street_length_total': 130569.18899999987, 'street_length_avg': 106.24018633034977, 'street_segments_count': 1229, 'node_density_km': 57.242666301477925, 'intersection_density_km': 45.5694071974688, 'edge_density_km': 16182.719310529335, 'street_density_km': 8150.630878060627, 'circuity_avg': 1.0664890334120192, 'self_loop_proportion': 0.0033098882912701694, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0664890334120192\n", - "384\n", - "7006771.5016089175\n", - "{'n': 192, 'm': 518, 'k_avg': 5.395833333333333, 'intersection_count': 165, 'streets_per_node_avg': 2.8229166666666665, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 145, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.140625, 2: 0.0, 3: 0.7552083333333334, 4: 0.10416666666666667}, 'edge_length_total': 79912.23000000005, 'edge_length_avg': 154.27071428571438, 'street_length_total': 39956.114999999976, 'street_length_avg': 154.2707142857142, 'street_segments_count': 259, 'node_density_km': 27.402063840088456, 'intersection_density_km': 23.548648612576017, 'edge_density_km': 11405.000146165798, 'street_density_km': 5702.5000730828915, 'circuity_avg': 1.0812204831735115, 'self_loop_proportion': 0.003861003861003861, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0812204831735115\n", - "385\n", - "12014054.14820317\n", - "{'n': 881, 'm': 2211, 'k_avg': 5.019296254256527, 'intersection_count': 655, 'streets_per_node_avg': 2.615209988649262, 'streets_per_node_counts': {0: 0, 1: 226, 2: 0, 3: 542, 4: 113}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2565266742338252, 2: 0.0, 3: 0.6152099886492622, 4: 0.1282633371169126}, 'edge_length_total': 226289.21399999995, 'edge_length_avg': 102.34699864314787, 'street_length_total': 113635.93699999989, 'street_length_avg': 101.7331575649059, 'street_segments_count': 1117, 'node_density_km': 73.33078319209697, 'intersection_density_km': 54.51948126086665, 'edge_density_km': 18835.374904136246, 'street_density_km': 9458.583721881705, 'circuity_avg': 1.056982271564778, 'self_loop_proportion': 0.0027137042062415195, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056982271564778\n", - "386\n", - "5006861.284349363\n", - "{'n': 155, 'm': 443, 'k_avg': 5.716129032258064, 'intersection_count': 138, 'streets_per_node_avg': 3.0129032258064514, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 102, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10967741935483871, 2: 0.0, 3: 0.6580645161290323, 4: 0.23225806451612904}, 'edge_length_total': 71891.99399999988, 'edge_length_avg': 162.28441083521417, 'street_length_total': 35997.75399999998, 'street_length_avg': 162.15204504504496, 'street_segments_count': 222, 'node_density_km': 30.957518332793615, 'intersection_density_km': 27.5621776124227, 'edge_density_km': 14358.694982168288, 'street_density_km': 7189.684705770284, 'circuity_avg': 1.0653327930295464, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0653327930295464\n", - "387\n", - "10008795.86685899\n", - "{'n': 153, 'm': 434, 'k_avg': 5.673202614379085, 'intersection_count': 137, 'streets_per_node_avg': 3.0326797385620914, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 100, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10457516339869281, 2: 0.0, 3: 0.6535947712418301, 4: 0.24183006535947713}, 'edge_length_total': 96187.47600000005, 'edge_length_avg': 221.6301290322582, 'street_length_total': 48093.738, 'street_length_avg': 221.63012903225805, 'street_segments_count': 217, 'node_density_km': 15.286554150495949, 'intersection_density_km': 13.687960252404869, 'edge_density_km': 9610.29451289889, 'street_density_km': 4805.1472564494425, 'circuity_avg': 1.0175890016856226, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0175890016856226\n", - "388\n", - "57061116.346981175\n", - "error with entry 388\n", - "389\n", - "14016784.70373964\n", - "{'n': 48, 'm': 108, 'k_avg': 4.5, 'intersection_count': 32, 'streets_per_node_avg': 2.4375, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 27, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5625, 4: 0.10416666666666667}, 'edge_length_total': 30395.075999999994, 'edge_length_avg': 281.4358888888888, 'street_length_total': 15197.537999999999, 'street_length_avg': 281.4358888888889, 'street_segments_count': 54, 'node_density_km': 3.424465811135255, 'intersection_density_km': 2.282977207423503, 'edge_density_km': 2168.4770539345354, 'street_density_km': 1084.2385269672677, 'circuity_avg': 1.1089276204422966, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1089276204422966\n", - "390\n", - "15016166.11934359\n", - "{'n': 819, 'm': 2191, 'k_avg': 5.35042735042735, 'intersection_count': 659, 'streets_per_node_avg': 2.761904761904762, 'streets_per_node_counts': {0: 0, 1: 160, 2: 2, 3: 530, 4: 127}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19536019536019536, 2: 0.002442002442002442, 3: 0.6471306471306472, 4: 0.15506715506715507}, 'edge_length_total': 261390.35100000026, 'edge_length_avg': 119.30184892743051, 'street_length_total': 132174.967, 'street_length_avg': 119.61535475113122, 'street_segments_count': 1105, 'node_density_km': 54.54121867664857, 'intersection_density_km': 43.88603554079537, 'edge_density_km': 17407.262874062195, 'street_density_km': 8802.177996002209, 'circuity_avg': 1.0650097107910441, 'self_loop_proportion': 0.004564125969876769, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0650097107910441\n", - "391\n", - "59053095.54749406\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 6517, 'm': 17911, 'k_avg': 5.496700936013503, 'intersection_count': 5225, 'streets_per_node_avg': 2.8192419825072887, 'streets_per_node_counts': {0: 0, 1: 1292, 2: 0, 3: 3867, 4: 1315, 5: 38, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19825072886297376, 2: 0.0, 3: 0.59337118305969, 4: 0.2017799601043425, 5: 0.0058309037900874635, 6: 0.0007672241829062452}, 'edge_length_total': 1416570.8979999886, 'edge_length_avg': 79.08943654737249, 'street_length_total': 717739.0520000018, 'street_length_avg': 78.79449467559576, 'street_segments_count': 9109, 'node_density_km': 110.35831296529808, 'intersection_density_km': 88.47969698383957, 'edge_density_km': 23988.088767686986, 'street_density_km': 12154.13087740257, 'circuity_avg': 1.071619718297379, 'self_loop_proportion': 0.005806487633297973, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071619718297379\n", - "392\n", - "7007377.513767346\n", - "{'n': 119, 'm': 300, 'k_avg': 5.042016806722689, 'intersection_count': 95, 'streets_per_node_avg': 2.823529411764706, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 68, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20168067226890757, 2: 0.0, 3: 0.5714285714285714, 4: 0.226890756302521}, 'edge_length_total': 51903.911999999975, 'edge_length_avg': 173.0130399999999, 'street_length_total': 25951.955999999995, 'street_length_avg': 173.01303999999996, 'street_segments_count': 150, 'node_density_km': 16.982102044053075, 'intersection_density_km': 13.557140287269261, 'edge_density_km': 7407.038067811349, 'street_density_km': 3703.5190339056753, 'circuity_avg': 1.0354714168361052, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0354714168361052\n", - "393\n", - "22032308.50012858\n", - "{'n': 2045, 'm': 5575, 'k_avg': 5.452322738386308, 'intersection_count': 1638, 'streets_per_node_avg': 2.7814180929095356, 'streets_per_node_counts': {0: 0, 1: 407, 2: 1, 3: 1276, 4: 354, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19902200488997554, 2: 0.0004889975550122249, 3: 0.623960880195599, 4: 0.17310513447432763, 5: 0.0034229828850855745}, 'edge_length_total': 513089.1269999979, 'edge_length_avg': 92.03392412556016, 'street_length_total': 257936.05599999966, 'street_length_avg': 91.49913302589559, 'street_segments_count': 2819, 'node_density_km': 92.81823554658675, 'intersection_density_km': 74.34536421775506, 'edge_density_km': 23288.03298106522, 'street_density_km': 11707.173399396363, 'circuity_avg': 1.0582900153778192, 'self_loop_proportion': 0.003766816143497758, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0582900153778192\n", - "394\n", - "7008744.11192835\n", - "{'n': 37, 'm': 84, 'k_avg': 4.54054054054054, 'intersection_count': 26, 'streets_per_node_avg': 2.4054054054054053, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2972972972972973, 2: 0.0, 3: 0.7027027027027027}, 'edge_length_total': 14133.502, 'edge_length_avg': 168.2559761904762, 'street_length_total': 7066.750999999999, 'street_length_avg': 168.25597619047616, 'street_segments_count': 42, 'node_density_km': 5.279119826479156, 'intersection_density_km': 3.709651769958326, 'edge_density_km': 2016.5527196157516, 'street_density_km': 1008.2763598078757, 'circuity_avg': 1.0783876949261737, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0783876949261737\n", - "395\n", - "15014857.896620812\n", - "{'n': 951, 'm': 2507, 'k_avg': 5.2723449001051526, 'intersection_count': 824, 'streets_per_node_avg': 2.8706624605678233, 'streets_per_node_counts': {0: 0, 1: 127, 2: 5, 3: 685, 4: 132, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13354363827549948, 2: 0.005257623554153523, 3: 0.7202944269190326, 4: 0.138801261829653, 5: 0.002103049421661409}, 'edge_length_total': 246573.52299999993, 'edge_length_avg': 98.3540179497407, 'street_length_total': 127654.08700000006, 'street_length_avg': 95.26424402985079, 'street_segments_count': 1340, 'node_density_km': 63.33726276650467, 'intersection_density_km': 54.87897425825431, 'edge_density_km': 16421.968472674846, 'street_density_km': 8501.851158293639, 'circuity_avg': 1.0792435877418256, 'self_loop_proportion': 0.007977662544874352, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0792435877418256\n", - "396\n", - "21020488.916672338\n", - "{'n': 4385, 'm': 11725, 'k_avg': 5.347776510832383, 'intersection_count': 3537, 'streets_per_node_avg': 2.7936145952109466, 'streets_per_node_counts': {0: 0, 1: 848, 2: 8, 3: 2738, 4: 785, 5: 4, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1933865450399088, 2: 0.0018244013683010262, 3: 0.6244013683010262, 4: 0.1790193842645382, 5: 0.0009122006841505131, 6: 0.00045610034207525655}, 'edge_length_total': 558138.3740000029, 'edge_length_avg': 47.60241995735632, 'street_length_total': 286570.05799999944, 'street_length_avg': 46.98640072142965, 'street_segments_count': 6099, 'node_density_km': 208.60599472175218, 'intersection_density_km': 168.26440212789907, 'edge_density_km': 26552.111904367604, 'street_density_km': 13632.89213376513, 'circuity_avg': 1.0557050073299352, 'self_loop_proportion': 0.001791044776119403, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557050073299352\n", - "397\n", - "12010534.293041483\n", - "{'n': 1302, 'm': 3332, 'k_avg': 5.118279569892473, 'intersection_count': 1024, 'streets_per_node_avg': 2.7012288786482337, 'streets_per_node_counts': {0: 0, 1: 278, 2: 3, 3: 853, 4: 166, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21351766513056836, 2: 0.002304147465437788, 3: 0.6551459293394777, 4: 0.12749615975422426, 5: 0.0015360983102918587}, 'edge_length_total': 255502.49399999972, 'edge_length_avg': 76.68142076830723, 'street_length_total': 130274.92000000013, 'street_length_avg': 75.303421965318, 'street_segments_count': 1730, 'node_density_km': 108.40483597422781, 'intersection_density_km': 85.25848850814845, 'edge_density_km': 21273.19965674047, 'street_density_km': 10846.721454804658, 'circuity_avg': 1.057594466241026, 'self_loop_proportion': 0.003601440576230492, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057594466241026\n", - "398\n", - "18023493.37811161\n", - "{'n': 1512, 'm': 4102, 'k_avg': 5.425925925925926, 'intersection_count': 1303, 'streets_per_node_avg': 2.9173280423280423, 'streets_per_node_counts': {0: 0, 1: 209, 2: 5, 3: 1006, 4: 286, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13822751322751323, 2: 0.0033068783068783067, 3: 0.6653439153439153, 4: 0.18915343915343916, 5: 0.003968253968253968}, 'edge_length_total': 313231.1570000001, 'edge_length_avg': 76.36059410043885, 'street_length_total': 162977.43699999986, 'street_length_avg': 74.82894260789709, 'street_segments_count': 2178, 'node_density_km': 83.8905071442048, 'intersection_density_km': 72.29453095826645, 'edge_density_km': 17379.0480251958, 'street_density_km': 9042.499896159177, 'circuity_avg': 1.0605126357352652, 'self_loop_proportion': 0.004144319843978547, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0605126357352652\n", - "399\n", - "18020945.98213739\n", - "{'n': 1264, 'm': 3090, 'k_avg': 4.889240506329114, 'intersection_count': 1020, 'streets_per_node_avg': 2.7436708860759493, 'streets_per_node_counts': {0: 0, 1: 244, 2: 6, 3: 849, 4: 162, 5: 1, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1930379746835443, 2: 0.004746835443037975, 3: 0.6716772151898734, 4: 0.1281645569620253, 5: 0.0007911392405063291, 6: 0.0015822784810126582}, 'edge_length_total': 286571.1500000008, 'edge_length_avg': 92.74147249190963, 'street_length_total': 151163.04000000018, 'street_length_avg': 88.60670574443152, 'street_segments_count': 1706, 'node_density_km': 70.14060201128699, 'intersection_density_km': 56.60080225594361, 'edge_density_km': 15902.114699419999, 'street_density_km': 8388.185622987554, 'circuity_avg': 1.0583305192540664, 'self_loop_proportion': 0.003883495145631068, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0583305192540664\n", - "400\n", - "4007035.5878746165\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 227, 'm': 584, 'k_avg': 5.145374449339207, 'intersection_count': 190, 'streets_per_node_avg': 2.801762114537445, 'streets_per_node_counts': {0: 0, 1: 37, 2: 1, 3: 159, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16299559471365638, 2: 0.004405286343612335, 3: 0.7004405286343612, 4: 0.13215859030837004}, 'edge_length_total': 48153.61800000004, 'edge_length_avg': 82.45482534246582, 'street_length_total': 24935.829000000016, 'street_length_avg': 80.96048376623382, 'street_segments_count': 308, 'node_density_km': 56.65035785729164, 'intersection_density_km': 47.41659908760093, 'edge_density_km': 12017.26736486045, 'street_density_km': 6223.011613736703, 'circuity_avg': 1.039764711321998, 'self_loop_proportion': 0.003424657534246575, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039764711321998\n", - "401\n", - "12010395.782427985\n", - "{'n': 1121, 'm': 2906, 'k_avg': 5.184656556645852, 'intersection_count': 973, 'streets_per_node_avg': 2.9402319357716324, 'streets_per_node_counts': {0: 0, 1: 148, 2: 3, 3: 739, 4: 230, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1320249776984835, 2: 0.0026761819803746653, 3: 0.6592328278322926, 4: 0.20517395182872436, 5: 0.0008920606601248885}, 'edge_length_total': 258905.01100000006, 'edge_length_avg': 89.09325911906403, 'street_length_total': 140578.19800000012, 'street_length_avg': 87.64226807980057, 'street_segments_count': 1604, 'node_density_km': 93.33580843689583, 'intersection_density_km': 81.01315040954474, 'edge_density_km': 21556.742649463347, 'street_density_km': 11704.709865238201, 'circuity_avg': 1.064727341051452, 'self_loop_proportion': 0.0041293874741913286, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064727341051452\n", - "402\n", - "7008530.430469571\n", - "{'n': 58, 'm': 128, 'k_avg': 4.413793103448276, 'intersection_count': 36, 'streets_per_node_avg': 2.293103448275862, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 33, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3793103448275862, 2: 0.0, 3: 0.5689655172413793, 4: 0.05172413793103448}, 'edge_length_total': 31467.682000000026, 'edge_length_avg': 245.8412656250002, 'street_length_total': 15733.841000000004, 'street_length_avg': 245.84126562500006, 'street_segments_count': 64, 'node_density_km': 8.275629331342435, 'intersection_density_km': 5.136597516005649, 'edge_density_km': 4489.911588768217, 'street_density_km': 2244.9557943841073, 'circuity_avg': 1.0866021056614195, 'self_loop_proportion': 0.015625, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0866021056614195\n", - "403\n", - "9007952.883973585\n", - "{'n': 404, 'm': 1080, 'k_avg': 5.346534653465347, 'intersection_count': 333, 'streets_per_node_avg': 2.8143564356435644, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 268, 4: 63, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17574257425742573, 2: 0.0, 3: 0.6633663366336634, 4: 0.15594059405940594, 5: 0.0049504950495049506}, 'edge_length_total': 139170.61900000006, 'edge_length_avg': 128.8616842592593, 'street_length_total': 70522.696, 'street_length_avg': 127.99037386569873, 'street_segments_count': 551, 'node_density_km': 44.849257673047205, 'intersection_density_km': 36.96733367605128, 'edge_density_km': 15449.749881308122, 'street_density_km': 7828.937041341523, 'circuity_avg': 1.0580642544068515, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0580642544068515\n", - "404\n", - "13010774.544906307\n", - "{'n': 349, 'm': 1018, 'k_avg': 5.833810888252149, 'intersection_count': 306, 'streets_per_node_avg': 2.962750716332378, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 233, 4: 73}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12320916905444126, 2: 0.0, 3: 0.667621776504298, 4: 0.20916905444126074}, 'edge_length_total': 168535.05400000015, 'edge_length_avg': 165.5550628683695, 'street_length_total': 84267.52700000003, 'street_length_avg': 165.55506286836942, 'street_segments_count': 509, 'node_density_km': 26.823921880702546, 'intersection_density_km': 23.518968754999943, 'edge_density_km': 12953.49891878507, 'street_density_km': 6476.749459392531, 'circuity_avg': 1.043317464152612, 'self_loop_proportion': 0.0019646365422396855, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043317464152612\n", - "405\n", - "10009046.073116157\n", - "{'n': 1321, 'm': 3383, 'k_avg': 5.121877365632097, 'intersection_count': 1028, 'streets_per_node_avg': 2.692657077971234, 'streets_per_node_counts': {0: 0, 1: 293, 2: 2, 3: 857, 4: 159, 5: 8, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2218016654049962, 2: 0.001514004542013626, 3: 0.6487509462528388, 4: 0.12036336109008328, 5: 0.006056018168054504, 6: 0.000757002271006813, 7: 0.000757002271006813}, 'edge_length_total': 210499.24399999957, 'edge_length_avg': 62.22265563109653, 'street_length_total': 107050.56200000006, 'street_length_avg': 61.24174027459958, 'street_segments_count': 1748, 'node_density_km': 131.9806093757672, 'intersection_density_km': 102.70709041505577, 'edge_density_km': 21030.899694366577, 'street_density_km': 10695.381080074456, 'circuity_avg': 1.0877747257219765, 'self_loop_proportion': 0.0053207212533254505, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0877747257219765\n", - "406\n", - "10012296.909309905\n", - "{'n': 1419, 'm': 4102, 'k_avg': 5.7815362931642005, 'intersection_count': 1274, 'streets_per_node_avg': 3.0528541226215644, 'streets_per_node_counts': {0: 0, 1: 145, 2: 0, 3: 912, 4: 359, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.102184637068358, 2: 0.0, 3: 0.642706131078224, 4: 0.25299506694855534, 5: 0.0021141649048625794}, 'edge_length_total': 195108.88399999955, 'edge_length_avg': 47.56433057045333, 'street_length_total': 101096.85200000019, 'street_length_avg': 47.021791627907064, 'street_segments_count': 2150, 'node_density_km': 141.7257211659941, 'intersection_density_km': 127.24352978539568, 'edge_density_km': 19486.925504434264, 'street_density_km': 10097.268680276109, 'circuity_avg': 1.0836248022371322, 'self_loop_proportion': 0.0019502681618722574, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0836248022371322\n", - "407\n", - "22019682.206126556\n", - "{'n': 3631, 'm': 10874, 'k_avg': 5.9895345634811346, 'intersection_count': 3258, 'streets_per_node_avg': 3.0765629303222255, 'streets_per_node_counts': {0: 0, 1: 373, 2: 1, 3: 2237, 4: 1015, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1027265216193886, 2: 0.0002754062241806665, 3: 0.6160837234921509, 4: 0.27953731754337646, 5: 0.0013770311209033324}, 'edge_length_total': 652234.2130000022, 'edge_length_avg': 59.98107531727076, 'street_length_total': 331083.97099999996, 'street_length_avg': 59.676274513338136, 'street_segments_count': 5548, 'node_density_km': 164.89792931660674, 'intersection_density_km': 147.95853861567193, 'edge_density_km': 29620.509819098592, 'street_density_km': 15035.819677174186, 'circuity_avg': 1.0350680878929288, 'self_loop_proportion': 0.0013794371896266324, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0350680878929288\n", - "408\n", - "17014135.392302994\n", - "{'n': 1170, 'm': 2797, 'k_avg': 4.781196581196581, 'intersection_count': 851, 'streets_per_node_avg': 2.58974358974359, 'streets_per_node_counts': {0: 0, 1: 319, 2: 1, 3: 691, 4: 159}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2726495726495726, 2: 0.0008547008547008547, 3: 0.5905982905982906, 4: 0.1358974358974359}, 'edge_length_total': 269870.04900000035, 'edge_length_avg': 96.48553771898474, 'street_length_total': 144422.6809999999, 'street_length_avg': 97.91368203389824, 'street_segments_count': 1475, 'node_density_km': 68.76635062686142, 'intersection_density_km': 50.017234515776984, 'edge_density_km': 15861.520011301107, 'street_density_km': 8488.393777878076, 'circuity_avg': 1.0753382956812905, 'self_loop_proportion': 0.006792992491955667, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0753382956812905\n", - "409\n", - "114193225.95265669\n", - "{'n': 23120, 'm': 66336, 'k_avg': 5.73840830449827, 'intersection_count': 19774, 'streets_per_node_avg': 2.990441176470588, 'streets_per_node_counts': {0: 0, 1: 3346, 2: 14, 3: 13570, 4: 5948, 5: 206, 6: 27, 7: 6, 8: 1, 9: 0, 10: 1, 11: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14472318339100346, 2: 0.0006055363321799307, 3: 0.5869377162629758, 4: 0.25726643598615917, 5: 0.008910034602076124, 6: 0.0011678200692041521, 7: 0.0002595155709342561, 8: 4.325259515570934e-05, 9: 0.0, 10: 4.325259515570934e-05, 11: 4.325259515570934e-05}, 'edge_length_total': 3970101.692000024, 'edge_length_avg': 59.84837331162603, 'street_length_total': 2074385.4129999948, 'street_length_avg': 60.22312129481767, 'street_segments_count': 34445, 'node_density_km': 202.4638485087137, 'intersection_density_km': 173.1626358309388, 'edge_density_km': 34766.525412339135, 'street_density_km': 18165.5732701694, 'circuity_avg': 1.0681024966309964, 'self_loop_proportion': 0.0035425711529184756, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0681024966309964\n", - "410\n", - "56077844.25098861\n", - "error with entry 410\n", - "411\n", - "11013963.171784008\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 370, 'm': 971, 'k_avg': 5.248648648648649, 'intersection_count': 306, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 253, 4: 52, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17297297297297298, 2: 0.0, 3: 0.6837837837837838, 4: 0.14054054054054055, 5: 0.002702702702702703}, 'edge_length_total': 145751.86299999998, 'edge_length_avg': 150.1049052523172, 'street_length_total': 74412.55299999999, 'street_length_avg': 149.422797188755, 'street_segments_count': 498, 'node_density_km': 33.59372046457175, 'intersection_density_km': 27.782914762591773, 'edge_density_km': 13233.371196790697, 'street_density_km': 6756.201363613864, 'circuity_avg': 1.0785055888732673, 'self_loop_proportion': 0.010298661174047374, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0785055888732673\n", - "412\n", - "976842969.761901\n", - "error with entry 412\n", - "413\n", - "39051792.238722704\n", - "{'n': 4707, 'm': 12909, 'k_avg': 5.48502230720204, 'intersection_count': 4016, 'streets_per_node_avg': 2.9169322285957087, 'streets_per_node_counts': {0: 0, 1: 691, 2: 12, 3: 3028, 4: 951, 5: 24, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1468026343743361, 2: 0.0025493945188017845, 3: 0.6432972169109836, 4: 0.20203951561504144, 5: 0.005098789037603569, 6: 0.0, 7: 0.00021244954323348204}, 'edge_length_total': 816963.1560000004, 'edge_length_avg': 63.28632396002792, 'street_length_total': 423382.7080000001, 'street_length_avg': 62.29880929958801, 'street_segments_count': 6796, 'node_density_km': 120.532240139613, 'intersection_density_km': 102.83778976007771, 'edge_density_km': 20919.991354197613, 'street_density_km': 10841.569201532964, 'circuity_avg': 1.0482501248700602, 'self_loop_proportion': 0.0017042373537841816, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0482501248700602\n", - "414\n", - "21032303.91208476\n", - "{'n': 2239, 'm': 5764, 'k_avg': 5.148727110317106, 'intersection_count': 1806, 'streets_per_node_avg': 2.7990174184903975, 'streets_per_node_counts': {0: 0, 1: 433, 2: 9, 3: 1383, 4: 403, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19338990620812863, 2: 0.00401965163019205, 3: 0.617686467172845, 4: 0.1799910674408218, 5: 0.004912907548012505}, 'edge_length_total': 400104.51400000084, 'edge_length_avg': 69.41438480222082, 'street_length_total': 208907.42300000007, 'street_length_avg': 67.30264916237115, 'street_segments_count': 3104, 'node_density_km': 106.45528941380091, 'intersection_density_km': 85.86791097870677, 'edge_density_km': 19023.33266352758, 'street_density_km': 9932.693245268574, 'circuity_avg': 1.0615415801063177, 'self_loop_proportion': 0.0034698126301179735, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0615415801063177\n", - "415\n", - "11009372.133866748\n", - "{'n': 450, 'm': 1062, 'k_avg': 4.72, 'intersection_count': 324, 'streets_per_node_avg': 2.517777777777778, 'streets_per_node_counts': {0: 0, 1: 126, 2: 0, 3: 290, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28, 2: 0.0, 3: 0.6444444444444445, 4: 0.07333333333333333, 5: 0.0022222222222222222}, 'edge_length_total': 140834.3190000003, 'edge_length_avg': 132.61235310734492, 'street_length_total': 71036.83599999995, 'street_length_avg': 128.689920289855, 'street_segments_count': 552, 'node_density_km': 40.874265537425295, 'intersection_density_km': 29.429471186946213, 'edge_density_km': 12792.220781307718, 'street_density_km': 6452.396661338957, 'circuity_avg': 1.0777946718602616, 'self_loop_proportion': 0.007532956685499058, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0777946718602616\n", - "416\n", - "6005229.892858157\n", - "{'n': 27, 'm': 57, 'k_avg': 4.222222222222222, 'intersection_count': 20, 'streets_per_node_avg': 2.5555555555555554, 'streets_per_node_counts': {0: 0, 1: 7, 2: 1, 3: 16, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25925925925925924, 2: 0.037037037037037035, 3: 0.5925925925925926, 4: 0.1111111111111111}, 'edge_length_total': 17911.423000000003, 'edge_length_avg': 314.2354912280702, 'street_length_total': 8974.819999999998, 'street_length_avg': 309.47655172413783, 'street_segments_count': 29, 'node_density_km': 4.496080996351248, 'intersection_density_km': 3.330430367667591, 'edge_density_km': 2982.6373543669874, 'street_density_km': 1494.5006536175222, 'circuity_avg': 1.005742100262841, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.005742100262841\n", - "417\n", - "4003396.0811725412\n", - "{'n': 331, 'm': 890, 'k_avg': 5.377643504531722, 'intersection_count': 258, 'streets_per_node_avg': 2.773413897280967, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 188, 4: 69, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22054380664652568, 2: 0.0, 3: 0.56797583081571, 4: 0.2084592145015106, 5: 0.0030211480362537764}, 'edge_length_total': 62325.07700000002, 'edge_length_avg': 70.0281764044944, 'street_length_total': 31178.084999999995, 'street_length_avg': 69.90602017937219, 'street_segments_count': 446, 'node_density_km': 82.67980316927685, 'intersection_density_km': 64.44528464553906, 'edge_density_km': 15568.0516582176, 'street_density_km': 7787.90915708454, 'circuity_avg': 1.0665969031634732, 'self_loop_proportion': 0.006741573033707865, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0665969031634732\n", - "418\n", - "10008876.324668009\n", - "{'n': 2031, 'm': 5327, 'k_avg': 5.245691777449532, 'intersection_count': 1546, 'streets_per_node_avg': 2.726243229935992, 'streets_per_node_counts': {0: 0, 1: 485, 2: 0, 3: 1139, 4: 401, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23879862136878385, 2: 0.0, 3: 0.5608074839980305, 4: 0.19743968488429345, 5: 0.002461841457410143, 6: 0.0004923682914820286}, 'edge_length_total': 278752.34599999903, 'edge_length_avg': 52.32820461798367, 'street_length_total': 145716.66200000033, 'street_length_avg': 53.18126350364975, 'street_segments_count': 2740, 'node_density_km': 202.91988172482166, 'intersection_density_km': 154.46289372061756, 'edge_density_km': 27850.51357992928, 'street_density_km': 14558.743386694181, 'circuity_avg': 1.0645861778224708, 'self_loop_proportion': 0.002628120893561104, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0645861778224708\n", - "419\n", - "20030748.584969554\n", - "{'n': 1209, 'm': 3075, 'k_avg': 5.086848635235732, 'intersection_count': 1023, 'streets_per_node_avg': 2.8486352357320097, 'streets_per_node_counts': {0: 0, 1: 186, 2: 3, 3: 834, 4: 181, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0024813895781637717, 3: 0.6898263027295285, 4: 0.14971050454921422, 5: 0.0033085194375516956, 6: 0.0008271298593879239}, 'edge_length_total': 287339.4979999996, 'edge_length_avg': 93.44373918699175, 'street_length_total': 150607.7489999999, 'street_length_avg': 88.28121277842901, 'street_segments_count': 1706, 'node_density_km': 60.35720506757274, 'intersection_density_km': 51.07148121102309, 'edge_density_km': 14344.920599503213, 'street_density_km': 7518.827784250221, 'circuity_avg': 1.059629310447302, 'self_loop_proportion': 0.0026016260162601626, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059629310447302\n", - "420\n", - "14016110.83869999\n", - "{'n': 892, 'm': 2433, 'k_avg': 5.455156950672646, 'intersection_count': 766, 'streets_per_node_avg': 2.903587443946188, 'streets_per_node_counts': {0: 0, 1: 126, 2: 0, 3: 606, 4: 154, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1412556053811659, 2: 0.0, 3: 0.679372197309417, 4: 0.1726457399103139, 5: 0.006726457399103139}, 'edge_length_total': 218800.66699999984, 'edge_length_avg': 89.93040156185772, 'street_length_total': 111055.22499999992, 'street_length_avg': 87.44505905511805, 'street_segments_count': 1270, 'node_density_km': 63.64104923721722, 'intersection_density_km': 54.65139430012151, 'edge_density_km': 15610.654732828429, 'street_density_km': 7923.398029456537, 'circuity_avg': 1.0602991647345883, 'self_loop_proportion': 0.0016440608302507192, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0602991647345883\n", - "421\n", - "8006674.508161449\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 698, 'm': 1901, 'k_avg': 5.446991404011461, 'intersection_count': 602, 'streets_per_node_avg': 2.9169054441260744, 'streets_per_node_counts': {0: 0, 1: 96, 2: 3, 3: 462, 4: 137}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13753581661891118, 2: 0.004297994269340974, 3: 0.66189111747851, 4: 0.19627507163323782}, 'edge_length_total': 144058.69300000012, 'edge_length_avg': 75.7804802735403, 'street_length_total': 74920.42300000005, 'street_length_avg': 74.92042300000006, 'street_segments_count': 1000, 'node_density_km': 87.17726682763326, 'intersection_density_km': 75.18727024389001, 'edge_density_km': 17992.325384672084, 'street_density_km': 9357.245998152088, 'circuity_avg': 1.0492364541843078, 'self_loop_proportion': 0.0026301946344029457, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0492364541843078\n", - "422\n", - "5004264.932792269\n", - "{'n': 23, 'm': 50, 'k_avg': 4.3478260869565215, 'intersection_count': 15, 'streets_per_node_avg': 2.608695652173913, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 9, 4: 5, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34782608695652173, 2: 0.0, 3: 0.391304347826087, 4: 0.21739130434782608, 5: 0.043478260869565216}, 'edge_length_total': 3337.6520000000005, 'edge_length_avg': 66.75304000000001, 'street_length_total': 1668.826, 'street_length_avg': 66.75304, 'street_segments_count': 25, 'node_density_km': 4.596079605874606, 'intersection_density_km': 2.9974432212225692, 'edge_density_km': 666.9614908133301, 'street_density_km': 333.480745406665, 'circuity_avg': 1.0330720973466163, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0330720973466163\n", - "423\n", - "17020284.137447525\n", - "{'n': 1367, 'm': 3900, 'k_avg': 5.70592538405267, 'intersection_count': 1209, 'streets_per_node_avg': 3.005852231163131, 'streets_per_node_counts': {0: 0, 1: 158, 2: 6, 3: 879, 4: 319, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11558156547183614, 2: 0.0043891733723482075, 3: 0.6430138990490124, 4: 0.2333577176298464, 5: 0.002926115581565472, 6: 0.000731528895391368}, 'edge_length_total': 305616.915, 'edge_length_avg': 78.36331153846153, 'street_length_total': 156420.16699999996, 'street_length_avg': 76.97842864173226, 'street_segments_count': 2032, 'node_density_km': 80.3159329750769, 'intersection_density_km': 71.03289170948645, 'edge_density_km': 17956.040717768672, 'street_density_km': 9190.220664756644, 'circuity_avg': 1.0713050045918524, 'self_loop_proportion': 0.002564102564102564, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0713050045918524\n", - "424\n", - "11011065.093874998\n", - "{'n': 1256, 'm': 3709, 'k_avg': 5.906050955414012, 'intersection_count': 1140, 'streets_per_node_avg': 3.087579617834395, 'streets_per_node_counts': {0: 0, 1: 116, 2: 3, 3: 805, 4: 321, 5: 9, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09235668789808917, 2: 0.0023885350318471337, 3: 0.6409235668789809, 4: 0.25557324840764334, 5: 0.007165605095541401, 6: 0.0015923566878980893}, 'edge_length_total': 245505.33699999977, 'edge_length_avg': 66.19178673496893, 'street_length_total': 124631.23899999984, 'street_length_avg': 65.32035587002088, 'street_segments_count': 1908, 'node_density_km': 114.06707609953746, 'intersection_density_km': 103.53221875276489, 'edge_density_km': 22296.238820399332, 'street_density_km': 11318.726929452725, 'circuity_avg': 1.048395640601638, 'self_loop_proportion': 0.0032353734160150984, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048395640601638\n", - "425\n", - "7005877.901200759\n", - "{'n': 431, 'm': 1187, 'k_avg': 5.508120649651972, 'intersection_count': 362, 'streets_per_node_avg': 2.9559164733178656, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 245, 4: 115, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16009280742459397, 2: 0.0, 3: 0.568445475638051, 4: 0.2668213457076566, 5: 0.004640371229698376}, 'edge_length_total': 94635.51299999979, 'edge_length_avg': 79.72663268744716, 'street_length_total': 48257.236, 'street_length_avg': 78.72306035889069, 'street_segments_count': 613, 'node_density_km': 61.519770409662655, 'intersection_density_km': 51.6708976526633, 'edge_density_km': 13508.016316381978, 'street_density_km': 6888.1069125867925, 'circuity_avg': 1.044866469680896, 'self_loop_proportion': 0.0016849199663016006, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044866469680896\n", - "426\n", - "11017896.033459848\n", - "{'n': 211, 'm': 552, 'k_avg': 5.232227488151659, 'intersection_count': 168, 'streets_per_node_avg': 2.7914691943127963, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 126, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2037914691943128, 2: 0.0, 3: 0.5971563981042654, 4: 0.1990521327014218}, 'edge_length_total': 100268.01700000012, 'edge_length_avg': 181.64495833333356, 'street_length_total': 50734.99400000003, 'street_length_avg': 179.91132624113484, 'street_segments_count': 282, 'node_density_km': 19.150661737887322, 'intersection_density_km': 15.247920246279952, 'edge_density_km': 9100.468609932406, 'street_density_km': 4604.780608377931, 'circuity_avg': 1.052380586926244, 'self_loop_proportion': 0.0036231884057971015, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052380586926244\n", - "427\n", - "32026184.22725178\n", - "{'n': 4533, 'm': 12806, 'k_avg': 5.650121332450915, 'intersection_count': 3880, 'streets_per_node_avg': 2.9148466799029342, 'streets_per_node_counts': {0: 0, 1: 653, 2: 1, 3: 2970, 4: 897, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14405470990514008, 2: 0.00022060445621001543, 3: 0.6551952349437459, 4: 0.19788219722038386, 5: 0.0026472534745201853}, 'edge_length_total': 803888.5919999998, 'edge_length_avg': 62.7743707637045, 'street_length_total': 408073.8109999987, 'street_length_avg': 62.187414050594136, 'street_segments_count': 6562, 'node_density_km': 141.5404335350938, 'intersection_density_km': 121.15086744234809, 'edge_density_km': 25100.979445311295, 'street_density_km': 12741.880459575941, 'circuity_avg': 1.0635980021552476, 'self_loop_proportion': 0.003279712634702483, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0635980021552476\n", - "428\n", - "12010464.477977345\n", - "{'n': 218, 'm': 524, 'k_avg': 4.807339449541284, 'intersection_count': 167, 'streets_per_node_avg': 2.6513761467889907, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 141, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23394495412844038, 2: 0.0, 3: 0.6467889908256881, 4: 0.11926605504587157}, 'edge_length_total': 79677.518, 'edge_length_avg': 152.0563320610687, 'street_length_total': 39838.759, 'street_length_avg': 152.0563320610687, 'street_segments_count': 262, 'node_density_km': 18.15083841259675, 'intersection_density_km': 13.90454135276907, 'edge_density_km': 6634.008047407197, 'street_density_km': 3317.0040237035987, 'circuity_avg': 1.020362061910219, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.020362061910219\n", - "429\n", - "7009297.586405897\n", - "{'n': 399, 'm': 1068, 'k_avg': 5.353383458646617, 'intersection_count': 324, 'streets_per_node_avg': 2.789473684210526, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 259, 4: 64, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18796992481203006, 2: 0.0, 3: 0.6491228070175439, 4: 0.16040100250626566, 5: 0.002506265664160401}, 'edge_length_total': 110258.83000000016, 'edge_length_avg': 103.23860486891401, 'street_length_total': 55235.781999999985, 'street_length_avg': 102.47825974025972, 'street_segments_count': 539, 'node_density_km': 56.92439150733678, 'intersection_density_km': 46.22431791573212, 'edge_density_km': 15730.367934989721, 'street_density_km': 7880.3590971977565, 'circuity_avg': 1.0453298014697043, 'self_loop_proportion': 0.0018726591760299626, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0453298014697043\n", - "430\n", - "7006434.695204451\n", - "{'n': 119, 'm': 326, 'k_avg': 5.4789915966386555, 'intersection_count': 105, 'streets_per_node_avg': 2.8487394957983194, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 95, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11764705882352941, 2: 0.0, 3: 0.7983193277310925, 4: 0.08403361344537816}, 'edge_length_total': 63280.78399999998, 'edge_length_avg': 194.11283435582814, 'street_length_total': 31640.392000000007, 'street_length_avg': 194.11283435582826, 'street_segments_count': 163, 'node_density_km': 16.984387234986926, 'intersection_density_km': 14.986224030870819, 'edge_density_km': 9031.80957974424, 'street_density_km': 4515.904789872123, 'circuity_avg': 1.046709274036473, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.046709274036473\n", - "431\n", - "6005742.351608749\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 123, 'm': 324, 'k_avg': 5.2682926829268295, 'intersection_count': 97, 'streets_per_node_avg': 2.6991869918699187, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 84, 4: 11, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21138211382113822, 2: 0.0, 3: 0.6829268292682927, 4: 0.08943089430894309, 5: 0.016260162601626018}, 'edge_length_total': 64459.78200000003, 'edge_length_avg': 198.94994444444453, 'street_length_total': 32229.890999999996, 'street_length_avg': 198.9499444444444, 'street_segments_count': 162, 'node_density_km': 20.480399057920323, 'intersection_density_km': 16.151209013156677, 'edge_density_km': 10733.024866232114, 'street_density_km': 5366.512433116053, 'circuity_avg': 1.0734191032845888, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0734191032845888\n", - "432\n", - "7011321.192228543\n", - "{'n': 203, 'm': 505, 'k_avg': 4.975369458128079, 'intersection_count': 157, 'streets_per_node_avg': 2.6157635467980294, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 143, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22660098522167488, 2: 0.0, 3: 0.7044334975369458, 4: 0.06896551724137931}, 'edge_length_total': 62617.97100000003, 'edge_length_avg': 123.99598217821787, 'street_length_total': 31464.906000000006, 'street_length_avg': 123.39178823529414, 'street_segments_count': 255, 'node_density_km': 28.953173650781874, 'intersection_density_km': 22.392355976220465, 'edge_density_km': 8930.980236564652, 'street_density_km': 4487.7285089829, 'circuity_avg': 1.0477597825970304, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0477597825970304\n", - "433\n", - "37030708.24380399\n", - "error with entry 433\n", - "434\n", - "24020024.424055725\n", - "{'n': 3593, 'm': 9345, 'k_avg': 5.201781241302533, 'intersection_count': 2763, 'streets_per_node_avg': 2.7214027275257444, 'streets_per_node_counts': {0: 0, 1: 830, 2: 2, 3: 2107, 4: 647, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23100473142220984, 2: 0.0005566379070414695, 3: 0.5864180350681881, 4: 0.1800723629279154, 5: 0.0019482326746451434}, 'edge_length_total': 547199.384, 'edge_length_avg': 58.5553112894596, 'street_length_total': 284654.19299999985, 'street_length_avg': 59.06914152313755, 'street_segments_count': 4819, 'node_density_km': 149.58352816667662, 'intersection_density_km': 115.02902541734692, 'edge_density_km': 22780.967010674114, 'street_density_km': 11850.703728465927, 'circuity_avg': 1.0676163440032271, 'self_loop_proportion': 0.0036383092562867845, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0676163440032271\n", - "435\n", - "22019929.134633444\n", - "{'n': 2719, 'm': 7585, 'k_avg': 5.5792570798087535, 'intersection_count': 2357, 'streets_per_node_avg': 2.9757263699889664, 'streets_per_node_counts': {0: 0, 1: 362, 2: 5, 3: 1694, 4: 653, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13313718278778963, 2: 0.0018389113644722325, 3: 0.6230231702831923, 4: 0.24016182420007356, 5: 0.0018389113644722325}, 'edge_length_total': 460548.29899999854, 'edge_length_avg': 60.71829914304529, 'street_length_total': 238309.5599999998, 'street_length_avg': 60.16398889169396, 'street_segments_count': 3961, 'node_density_km': 123.47905315115185, 'intersection_density_km': 107.03939988130375, 'edge_density_km': 20915.067264028465, 'street_density_km': 10822.448998038832, 'circuity_avg': 1.064333175393013, 'self_loop_proportion': 0.002900461437046803, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064333175393013\n", - "436\n", - "28028715.654656738\n", - "{'n': 4030, 'm': 10849, 'k_avg': 5.384119106699752, 'intersection_count': 3243, 'streets_per_node_avg': 2.8017369727047146, 'streets_per_node_counts': {0: 0, 1: 787, 2: 8, 3: 2462, 4: 763, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19528535980148884, 2: 0.0019851116625310174, 3: 0.6109181141439206, 4: 0.18933002481389577, 5: 0.0024813895781637717}, 'edge_length_total': 627612.7019999969, 'edge_length_avg': 57.84982044428029, 'street_length_total': 321427.36200000066, 'street_length_avg': 57.32608560727674, 'street_segments_count': 5607, 'node_density_km': 143.7811153980025, 'intersection_density_km': 115.7027685448442, 'edge_density_km': 22391.775268365687, 'street_density_km': 11467.787748833156, 'circuity_avg': 1.0630021801039673, 'self_loop_proportion': 0.0035026269702276708, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630021801039673\n", - "437\n", - "7007399.770814973\n", - "{'n': 130, 'm': 333, 'k_avg': 5.123076923076923, 'intersection_count': 106, 'streets_per_node_avg': 2.7846153846153845, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 86, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18461538461538463, 2: 0.0, 3: 0.6615384615384615, 4: 0.15384615384615385}, 'edge_length_total': 54616.75699999993, 'edge_length_avg': 164.01428528528507, 'street_length_total': 28500.619000000002, 'street_length_avg': 162.86068, 'street_segments_count': 175, 'node_density_km': 18.551817257727365, 'intersection_density_km': 15.126866379377697, 'edge_density_km': 7794.154577490005, 'street_density_km': 4067.2175032316345, 'circuity_avg': 1.0282984192873186, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0282984192873186\n", - "438\n", - "19015189.888914455\n", - "{'n': 1791, 'm': 4799, 'k_avg': 5.359017308766052, 'intersection_count': 1433, 'streets_per_node_avg': 2.800111669458403, 'streets_per_node_counts': {0: 0, 1: 358, 2: 1, 3: 1073, 4: 359}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19988833054159688, 2: 0.0005583472920156337, 3: 0.5991066443327749, 4: 0.2004466778336125}, 'edge_length_total': 335163.57899999927, 'edge_length_avg': 69.84029568660122, 'street_length_total': 171108.9529999997, 'street_length_avg': 69.1628751010508, 'street_segments_count': 2474, 'node_density_km': 94.18785773178756, 'intersection_density_km': 75.36080409249111, 'edge_density_km': 17626.09687087028, 'street_density_km': 8998.540324845948, 'circuity_avg': 1.0639642795547128, 'self_loop_proportion': 0.0029172744321733697, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639642795547128\n", - "439\n", - "10008632.662022816\n", - "{'n': 868, 'm': 2467, 'k_avg': 5.684331797235023, 'intersection_count': 736, 'streets_per_node_avg': 2.9827188940092166, 'streets_per_node_counts': {0: 0, 1: 132, 2: 0, 3: 489, 4: 245, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15207373271889402, 2: 0.0, 3: 0.5633640552995391, 4: 0.28225806451612906, 5: 0.002304147465437788}, 'edge_length_total': 214230.71000000037, 'edge_length_avg': 86.83855289825715, 'street_length_total': 109735.78000000006, 'street_length_avg': 86.27026729559753, 'street_segments_count': 1272, 'node_density_km': 86.72513312368595, 'intersection_density_km': 73.53651840902404, 'edge_density_km': 21404.59313817027, 'street_density_km': 10964.113051764423, 'circuity_avg': 1.0319027039085031, 'self_loop_proportion': 0.0008107012565869477, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0319027039085031\n", - "440\n", - "16022680.643673541\n", - "{'n': 289, 'm': 749, 'k_avg': 5.1833910034602075, 'intersection_count': 232, 'streets_per_node_avg': 2.716262975778547, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 200, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1972318339100346, 2: 0.0, 3: 0.6920415224913494, 4: 0.11072664359861592}, 'edge_length_total': 167522.89799999978, 'edge_length_avg': 223.6620801068088, 'street_length_total': 84089.06599999998, 'street_length_avg': 220.12844502617796, 'street_segments_count': 382, 'node_density_km': 18.036931923380116, 'intersection_density_km': 14.47947476202141, 'edge_density_km': 10455.360231257257, 'street_density_km': 5248.12719357307, 'circuity_avg': 1.1060172261046641, 'self_loop_proportion': 0.0026702269692923898, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1060172261046641\n", - "441\n", - "18022408.217665788\n", - "{'n': 1431, 'm': 3703, 'k_avg': 5.175401816911251, 'intersection_count': 1146, 'streets_per_node_avg': 2.776380153738644, 'streets_per_node_counts': {0: 0, 1: 285, 2: 2, 3: 895, 4: 246, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19916142557651992, 2: 0.001397624039133473, 3: 0.6254367575122292, 4: 0.1719077568134172, 5: 0.0020964360587002098}, 'edge_length_total': 270570.8380000005, 'edge_length_avg': 73.06800918174467, 'street_length_total': 140653.67500000002, 'street_length_avg': 71.61592413441956, 'street_segments_count': 1964, 'node_density_km': 79.40115342617287, 'intersection_density_km': 63.58750651739631, 'edge_density_km': 15013.023494539626, 'street_density_km': 7804.377378497594, 'circuity_avg': 1.073547204863977, 'self_loop_proportion': 0.0016203078584931137, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.073547204863977\n", - "442\n", - "18030277.472346716\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1322, 'm': 3318, 'k_avg': 5.0196671709531016, 'intersection_count': 1060, 'streets_per_node_avg': 2.682299546142209, 'streets_per_node_counts': {0: 0, 1: 262, 2: 6, 3: 944, 4: 110}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19818456883509833, 2: 0.0045385779122541605, 3: 0.7140695915279879, 4: 0.0832072617246596}, 'edge_length_total': 263264.7800000005, 'edge_length_avg': 79.3444183242919, 'street_length_total': 137107.5079999998, 'street_length_avg': 78.66179460699931, 'street_segments_count': 1743, 'node_density_km': 73.32111233604527, 'intersection_density_km': 58.78999930121633, 'edge_density_km': 14601.26059644802, 'street_density_km': 7604.292735388209, 'circuity_avg': 1.0793326138668031, 'self_loop_proportion': 0.008740204942736588, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0793326138668031\n", - "443\n", - "10010287.085174471\n", - "{'n': 575, 'm': 1497, 'k_avg': 5.20695652173913, 'intersection_count': 444, 'streets_per_node_avg': 2.683478260869565, 'streets_per_node_counts': {0: 0, 1: 131, 2: 0, 3: 366, 4: 76, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22782608695652173, 2: 0.0, 3: 0.6365217391304347, 4: 0.13217391304347825, 5: 0.0034782608695652175}, 'edge_length_total': 163085.24900000004, 'edge_length_avg': 108.94138209752842, 'street_length_total': 81684.18400000001, 'street_length_avg': 108.91224533333335, 'street_segments_count': 750, 'node_density_km': 57.44091004658516, 'intersection_density_km': 44.354372279450104, 'edge_density_km': 16291.76542214599, 'street_density_km': 8160.024113691672, 'circuity_avg': 1.0462257858954158, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0462257858954158\n", - "444\n", - "5004128.539975465\n", - "{'n': 551, 'm': 1365, 'k_avg': 4.954627949183303, 'intersection_count': 388, 'streets_per_node_avg': 2.5499092558983665, 'streets_per_node_counts': {0: 0, 1: 163, 2: 0, 3: 311, 4: 76, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2958257713248639, 2: 0.0, 3: 0.5644283121597096, 4: 0.13793103448275862, 5: 0.0018148820326678765}, 'edge_length_total': 83366.22699999982, 'edge_length_avg': 61.074158974358845, 'street_length_total': 41763.700000000004, 'street_length_avg': 60.96890510948906, 'street_segments_count': 685, 'node_density_km': 110.10908205061845, 'intersection_density_km': 77.53597792312152, 'edge_density_km': 16659.48952630393, 'street_density_km': 8345.84876594812, 'circuity_avg': 1.062552363284726, 'self_loop_proportion': 0.005860805860805861, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062552363284726\n", - "445\n", - "6005535.901782662\n", - "{'n': 381, 'm': 1004, 'k_avg': 5.270341207349081, 'intersection_count': 334, 'streets_per_node_avg': 2.8608923884514437, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 293, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12335958005249344, 2: 0.0, 3: 0.7690288713910761, 4: 0.10761154855643044}, 'edge_length_total': 91500.59300000014, 'edge_length_avg': 91.13604880478101, 'street_length_total': 46883.626999999986, 'street_length_avg': 88.29308286252352, 'street_segments_count': 531, 'node_density_km': 63.44146571281096, 'intersection_density_km': 55.61535314456394, 'edge_density_km': 15236.041295305458, 'street_density_km': 7806.734947015006, 'circuity_avg': 1.0428413827928367, 'self_loop_proportion': 0.00398406374501992, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0428413827928367\n", - "446\n", - "14011000.003684804\n", - "{'n': 1460, 'm': 3918, 'k_avg': 5.367123287671233, 'intersection_count': 1247, 'streets_per_node_avg': 2.9184931506849314, 'streets_per_node_counts': {0: 0, 1: 213, 2: 7, 3: 931, 4: 304, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14589041095890412, 2: 0.004794520547945206, 3: 0.6376712328767123, 4: 0.20821917808219179, 5: 0.003424657534246575}, 'edge_length_total': 272815.11300000054, 'edge_length_avg': 69.6312182235836, 'street_length_total': 150179.47100000022, 'street_length_avg': 71.34416674584334, 'street_segments_count': 2105, 'node_density_km': 104.20383981272066, 'intersection_density_km': 89.00149879894703, 'edge_density_km': 19471.494749000918, 'street_density_km': 10718.683246056953, 'circuity_avg': 1.0707842543569102, 'self_loop_proportion': 0.002297090352220521, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0707842543569102\n", - "447\n", - "13023720.829134308\n", - "{'n': 1042, 'm': 2896, 'k_avg': 5.5585412667946255, 'intersection_count': 859, 'streets_per_node_avg': 2.8666026871401153, 'streets_per_node_counts': {0: 0, 1: 183, 2: 0, 3: 637, 4: 218, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17562380038387715, 2: 0.0, 3: 0.6113243761996161, 4: 0.2092130518234165, 5: 0.0028790786948176585, 6: 0.0009596928982725527}, 'edge_length_total': 227560.21099999943, 'edge_length_avg': 78.57742092541417, 'street_length_total': 114907.9319999999, 'street_length_avg': 78.43544846416376, 'street_segments_count': 1465, 'node_density_km': 80.00785748332585, 'intersection_density_km': 65.95657349153254, 'edge_density_km': 17472.749453515848, 'street_density_km': 8822.972598041928, 'circuity_avg': 1.0822232123297832, 'self_loop_proportion': 0.0055248618784530384, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0822232123297832\n", - "448\n", - "7009312.131189654\n", - "{'n': 701, 'm': 1906, 'k_avg': 5.437945791726105, 'intersection_count': 625, 'streets_per_node_avg': 3.0171184022824535, 'streets_per_node_counts': {0: 0, 1: 76, 2: 1, 3: 460, 4: 163, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10841654778887304, 2: 0.0014265335235378032, 3: 0.6562054208273894, 4: 0.23252496433666192, 5: 0.0014265335235378032}, 'edge_length_total': 110509.52800000021, 'edge_length_avg': 57.979815320042086, 'street_length_total': 57793.53800000001, 'street_length_avg': 56.16475996112732, 'street_segments_count': 1029, 'node_density_km': 100.00981364215878, 'intersection_density_km': 89.16709490206738, 'edge_density_km': 15766.101713213906, 'street_density_km': 8245.251020115582, 'circuity_avg': 1.060058700185158, 'self_loop_proportion': 0.00472193074501574, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060058700185158\n", - "449\n", - "32025390.139827844\n", - "{'n': 990, 'm': 2689, 'k_avg': 5.432323232323232, 'intersection_count': 855, 'streets_per_node_avg': 2.8515151515151516, 'streets_per_node_counts': {0: 0, 1: 135, 2: 0, 3: 733, 4: 121, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13636363636363635, 2: 0.0, 3: 0.7404040404040404, 4: 0.12222222222222222, 5: 0.00101010101010101}, 'edge_length_total': 353252.1169999999, 'edge_length_avg': 131.3693257716623, 'street_length_total': 178803.8779999998, 'street_length_avg': 129.38051953690288, 'street_segments_count': 1382, 'node_density_km': 30.91297235342039, 'intersection_density_km': 26.69756703249943, 'edge_density_km': 11030.376693543658, 'street_density_km': 5583.1912497963085, 'circuity_avg': 1.0652521403575923, 'self_loop_proportion': 0.0029750836742283376, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0652521403575923\n", - "450\n", - "8012048.589174464\n", - "{'n': 389, 'm': 998, 'k_avg': 5.131105398457583, 'intersection_count': 340, 'streets_per_node_avg': 2.9023136246786634, 'streets_per_node_counts': {0: 0, 1: 49, 2: 6, 3: 268, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12596401028277635, 2: 0.015424164524421594, 3: 0.6889460154241646, 4: 0.16966580976863754}, 'edge_length_total': 85586.99399999988, 'edge_length_avg': 85.75851102204396, 'street_length_total': 48345.911000000015, 'street_length_avg': 86.79696768402157, 'street_segments_count': 557, 'node_density_km': 48.551877297099786, 'intersection_density_km': 42.43608812599981, 'edge_density_km': 10682.285940657093, 'street_density_km': 6034.150999199248, 'circuity_avg': 1.0495979506898574, 'self_loop_proportion': 0.004008016032064128, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0495979506898574\n", - "451\n", - "10008996.185044097\n", - "{'n': 479, 'm': 1341, 'k_avg': 5.599164926931106, 'intersection_count': 407, 'streets_per_node_avg': 2.8872651356993737, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 322, 4: 82, 5: 1, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15031315240083507, 2: 0.0, 3: 0.6722338204592901, 4: 0.17118997912317327, 5: 0.0020876826722338203, 6: 0.0041753653444676405}, 'edge_length_total': 171413.805, 'edge_length_avg': 127.82535794183444, 'street_length_total': 85908.97999999995, 'street_length_avg': 127.2725629629629, 'street_segments_count': 675, 'node_density_km': 47.85694700490983, 'intersection_density_km': 40.66341843632213, 'edge_density_km': 17125.973657191957, 'street_density_km': 8583.176415669846, 'circuity_avg': 1.0337933438950537, 'self_loop_proportion': 0.0014914243102162564, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0337933438950537\n", - "452\n", - "23018773.074604157\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 942, 'm': 2881, 'k_avg': 6.116772823779193, 'intersection_count': 826, 'streets_per_node_avg': 3.1093418259023355, 'streets_per_node_counts': {0: 0, 1: 116, 2: 0, 3: 491, 4: 335}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12314225053078556, 2: 0.0, 3: 0.5212314225053079, 4: 0.35562632696390656}, 'edge_length_total': 343195.6139999999, 'edge_length_avg': 119.12378132592846, 'street_length_total': 171662.53300000002, 'street_length_avg': 119.12736502428871, 'street_segments_count': 1441, 'node_density_km': 40.923119444592686, 'intersection_density_km': 35.88375441744539, 'edge_density_km': 14909.379091913292, 'street_density_km': 7457.501424756194, 'circuity_avg': 1.0407400052168319, 'self_loop_proportion': 0.0006942034015966678, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407400052168319\n", - "453\n", - "29030892.459788334\n", - "error with entry 453\n", - "454\n", - "11014491.117152764\n", - "{'n': 313, 'm': 788, 'k_avg': 5.035143769968051, 'intersection_count': 241, 'streets_per_node_avg': 2.626198083067093, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 214, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23003194888178913, 2: 0.0, 3: 0.6837060702875399, 4: 0.08626198083067092}, 'edge_length_total': 132285.6889999999, 'edge_length_avg': 167.8752398477156, 'street_length_total': 66279.35100000002, 'street_length_avg': 164.87400746268662, 'street_segments_count': 402, 'node_density_km': 28.41710948520972, 'intersection_density_km': 21.880266408739754, 'edge_density_km': 12010.14986466262, 'street_density_km': 6017.468287462125, 'circuity_avg': 1.0431133396730765, 'self_loop_proportion': 0.0025380710659898475, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0431133396730765\n", - "455\n", - "10009720.988584496\n", - "{'n': 1173, 'm': 3152, 'k_avg': 5.374254049445866, 'intersection_count': 980, 'streets_per_node_avg': 2.8516624040920715, 'streets_per_node_counts': {0: 0, 1: 193, 2: 0, 3: 774, 4: 200, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16453537936913895, 2: 0.0, 3: 0.659846547314578, 4: 0.17050298380221654, 5: 0.005115089514066497}, 'edge_length_total': 192218.05100000006, 'edge_length_avg': 60.982884200507634, 'street_length_total': 99777.60899999995, 'street_length_avg': 60.25217934782606, 'street_segments_count': 1656, 'node_density_km': 117.18608354196269, 'intersection_density_km': 97.90482682960224, 'edge_density_km': 19203.137751712915, 'street_density_km': 9968.070949608937, 'circuity_avg': 1.055392830078598, 'self_loop_proportion': 0.008248730964467006, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055392830078598\n", - "456\n", - "8009313.985552302\n", - "{'n': 244, 'm': 647, 'k_avg': 5.30327868852459, 'intersection_count': 197, 'streets_per_node_avg': 2.7540983606557377, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 163, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19262295081967212, 2: 0.0, 3: 0.6680327868852459, 4: 0.13934426229508196}, 'edge_length_total': 95459.66900000001, 'edge_length_avg': 147.54199227202474, 'street_length_total': 47807.33299999999, 'street_length_avg': 146.6482607361963, 'street_segments_count': 326, 'node_density_km': 30.464531723958178, 'intersection_density_km': 24.59636372794984, 'edge_density_km': 11918.582436922325, 'street_density_km': 5968.9672656407065, 'circuity_avg': 1.0388632147158032, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0388632147158032\n", - "457\n", - "6004416.253557117\n", - "{'n': 730, 'm': 1897, 'k_avg': 5.197260273972603, 'intersection_count': 573, 'streets_per_node_avg': 2.708219178082192, 'streets_per_node_counts': {0: 0, 1: 157, 2: 0, 3: 474, 4: 97, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21506849315068494, 2: 0.0, 3: 0.6493150684931507, 4: 0.13287671232876713, 5: 0.0027397260273972603}, 'edge_length_total': 124613.62100000025, 'edge_length_avg': 65.68983711122839, 'street_length_total': 63133.834999999985, 'street_length_avg': 65.28835056876937, 'street_segments_count': 967, 'node_density_km': 121.57718072386068, 'intersection_density_km': 95.42975966407145, 'edge_density_km': 20753.66126160508, 'street_density_km': 10514.566667925203, 'circuity_avg': 1.0786336131402803, 'self_loop_proportion': 0.0036900369003690036, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0786336131402803\n", - "458\n", - "27022068.95336618\n", - "{'n': 4976, 'm': 13536, 'k_avg': 5.440514469453376, 'intersection_count': 4147, 'streets_per_node_avg': 2.884445337620579, 'streets_per_node_counts': {0: 0, 1: 829, 2: 4, 3: 3086, 4: 1030, 5: 24, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16659967845659163, 2: 0.0008038585209003215, 3: 0.6201768488745981, 4: 0.2069935691318328, 5: 0.00482315112540193, 6: 0.0006028938906752412}, 'edge_length_total': 749682.7330000022, 'edge_length_avg': 55.38436266252972, 'street_length_total': 386697.0440000004, 'street_length_avg': 54.28850821283173, 'street_segments_count': 7123, 'node_density_km': 184.14578130887836, 'intersection_density_km': 153.46715335368137, 'edge_density_km': 27743.35060330801, 'street_density_km': 14310.415855549394, 'circuity_avg': 1.0753018889818498, 'self_loop_proportion': 0.0030289598108747045, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0753018889818498\n", - "459\n", - "7005475.959146596\n", - "{'n': 1096, 'm': 2728, 'k_avg': 4.978102189781022, 'intersection_count': 812, 'streets_per_node_avg': 2.6405109489051095, 'streets_per_node_counts': {0: 0, 1: 284, 2: 2, 3: 637, 4: 171, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2591240875912409, 2: 0.0018248175182481751, 3: 0.5812043795620438, 4: 0.15602189781021897, 5: 0.0009124087591240876, 6: 0.0009124087591240876}, 'edge_length_total': 157119.37599999984, 'edge_length_avg': 57.59507917888558, 'street_length_total': 80132.64700000011, 'street_length_avg': 56.31247153900219, 'street_segments_count': 1423, 'node_density_km': 156.44904163421242, 'intersection_density_km': 115.90932646622308, 'edge_density_km': 22428.08010708527, 'street_density_km': 11438.572834637469, 'circuity_avg': 1.0800335135342956, 'self_loop_proportion': 0.0036656891495601175, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0800335135342956\n", - "460\n", - "7007109.029628083\n", - "{'n': 285, 'm': 767, 'k_avg': 5.382456140350877, 'intersection_count': 248, 'streets_per_node_avg': 2.8526315789473684, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 216, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12982456140350876, 2: 0.0, 3: 0.7578947368421053, 4: 0.11228070175438597}, 'edge_length_total': 76275.97699999997, 'edge_length_avg': 99.44716688396346, 'street_length_total': 38394.54800000004, 'street_length_avg': 97.44809137055847, 'street_segments_count': 394, 'node_density_km': 40.67297922651662, 'intersection_density_km': 35.39262753746007, 'edge_density_km': 10885.513080713185, 'street_density_km': 5479.37071303683, 'circuity_avg': 1.0746313625364583, 'self_loop_proportion': 0.002607561929595828, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0746313625364583\n", - "461\n", - "7012398.376286582\n", - "{'n': 527, 'm': 1486, 'k_avg': 5.6394686907020875, 'intersection_count': 446, 'streets_per_node_avg': 3.0132827324478177, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 279, 4: 165, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15370018975332067, 2: 0.0, 3: 0.5294117647058824, 4: 0.31309297912713474, 5: 0.003795066413662239}, 'edge_length_total': 130748.59699999983, 'edge_length_avg': 87.98694279946153, 'street_length_total': 68773.277, 'street_length_avg': 89.08455569948187, 'street_segments_count': 772, 'node_density_km': 75.15260424766012, 'intersection_density_km': 63.60163471433855, 'edge_density_km': 18645.346425574553, 'street_density_km': 9807.38305350229, 'circuity_avg': 1.0424015182638964, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0424015182638964\n", - "462\n", - "9007752.442771723\n", - "{'n': 295, 'm': 776, 'k_avg': 5.261016949152542, 'intersection_count': 246, 'streets_per_node_avg': 2.7898305084745765, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 212, 4: 32, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16610169491525423, 2: 0.0, 3: 0.7186440677966102, 4: 0.10847457627118644, 5: 0.006779661016949152}, 'edge_length_total': 113191.36199999995, 'edge_length_avg': 145.8651572164948, 'street_length_total': 56640.73599999998, 'street_length_avg': 145.23265641025637, 'street_segments_count': 390, 'node_density_km': 32.7495678721414, 'intersection_density_km': 27.309809140836553, 'edge_density_km': 12565.993872403813, 'street_density_km': 6287.9987388476, 'circuity_avg': 1.0755150472995256, 'self_loop_proportion': 0.002577319587628866, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0755150472995256\n", - "463\n", - "8008025.695130501\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 441, 'm': 1208, 'k_avg': 5.478458049886621, 'intersection_count': 369, 'streets_per_node_avg': 2.8140589569161, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 308, 4: 60, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16326530612244897, 2: 0.0, 3: 0.6984126984126984, 4: 0.1360544217687075, 5: 0.0022675736961451248}, 'edge_length_total': 159791.0310000001, 'edge_length_avg': 132.27734354304644, 'street_length_total': 80144.94999999997, 'street_length_avg': 131.60090311986858, 'street_segments_count': 609, 'node_density_km': 55.069753368569, 'intersection_density_km': 46.07877322676182, 'edge_density_km': 19953.860924443015, 'street_density_km': 10008.078526612908, 'circuity_avg': 1.0374715171035653, 'self_loop_proportion': 0.0016556291390728477, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0374715171035653\n", - "464\n", - "10007574.448314672\n", - "{'n': 1328, 'm': 3510, 'k_avg': 5.286144578313253, 'intersection_count': 1079, 'streets_per_node_avg': 2.8019578313253013, 'streets_per_node_counts': {0: 0, 1: 249, 2: 2, 3: 845, 4: 227, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0015060240963855422, 3: 0.6362951807228916, 4: 0.17093373493975902, 5: 0.0037650602409638554}, 'edge_length_total': 221841.6239999995, 'edge_length_avg': 63.20274188034173, 'street_length_total': 114420.74300000002, 'street_length_avg': 62.25285255712732, 'street_segments_count': 1838, 'node_density_km': 132.69948745908576, 'intersection_density_km': 107.81833356050718, 'edge_density_km': 22167.37183877346, 'street_density_km': 11433.41411956911, 'circuity_avg': 1.0562445330937258, 'self_loop_proportion': 0.0017094017094017094, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0562445330937258\n", - "465\n", - "13013644.364481254\n", - "{'n': 1409, 'm': 4004, 'k_avg': 5.68346344925479, 'intersection_count': 1242, 'streets_per_node_avg': 3.0610361958836054, 'streets_per_node_counts': {0: 0, 1: 167, 2: 4, 3: 821, 4: 410, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1185237757274663, 2: 0.0028388928317956, 3: 0.5826827537260468, 4: 0.29098651525904895, 5: 0.0049680624556423}, 'edge_length_total': 252814.4910000004, 'edge_length_avg': 63.14048226773237, 'street_length_total': 130975.6540000001, 'street_length_avg': 61.34691053864173, 'street_segments_count': 2135, 'node_density_km': 108.27097779355715, 'intersection_density_km': 95.4382927037601, 'edge_density_km': 19426.87873736728, 'street_density_km': 10064.486959354603, 'circuity_avg': 1.060307526936169, 'self_loop_proportion': 0.001998001998001998, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060307526936169\n", - "466\n", - "17013820.926599834\n", - "{'n': 537, 'm': 1453, 'k_avg': 5.411545623836127, 'intersection_count': 419, 'streets_per_node_avg': 2.7672253258845436, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 312, 4: 103, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21973929236499068, 2: 0.0, 3: 0.5810055865921788, 4: 0.19180633147113593, 5: 0.0074487895716946}, 'edge_length_total': 196589.29700000017, 'edge_length_avg': 135.29889676531326, 'street_length_total': 98372.70499999999, 'street_length_avg': 135.12734203296702, 'street_segments_count': 728, 'node_density_km': 31.562575056872777, 'intersection_density_km': 24.627037148658648, 'edge_density_km': 11554.682387225996, 'street_density_km': 5781.929022551403, 'circuity_avg': 1.0397062395880319, 'self_loop_proportion': 0.0013764624913971094, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397062395880319\n", - "467\n", - "9009049.364560364\n", - "{'n': 254, 'm': 720, 'k_avg': 5.669291338582677, 'intersection_count': 224, 'streets_per_node_avg': 2.952755905511811, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 178, 4: 44, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11811023622047244, 2: 0.0, 3: 0.7007874015748031, 4: 0.1732283464566929, 5: 0.007874015748031496}, 'edge_length_total': 115341.5119999999, 'edge_length_avg': 160.1965444444443, 'street_length_total': 57794.307, 'street_length_avg': 158.77556868131867, 'street_segments_count': 364, 'node_density_km': 28.193873706495676, 'intersection_density_km': 24.863888623051306, 'edge_density_km': 12802.850482063986, 'street_density_km': 6415.139340600153, 'circuity_avg': 1.0267921340891746, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0267921340891746\n", - "468\n", - "19015707.561757345\n", - "{'n': 1433, 'm': 3836, 'k_avg': 5.353803210048849, 'intersection_count': 1192, 'streets_per_node_avg': 2.8332170272156314, 'streets_per_node_counts': {0: 0, 1: 241, 2: 0, 3: 950, 4: 241, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16817864619678996, 2: 0.0, 3: 0.6629448709002094, 4: 0.16817864619678996, 5: 0.0006978367062107466}, 'edge_length_total': 330122.6519999987, 'edge_length_avg': 86.05908550573481, 'street_length_total': 174441.96000000008, 'street_length_avg': 87.39577154308621, 'street_segments_count': 1996, 'node_density_km': 75.3587525126816, 'intersection_density_km': 62.68501953601987, 'edge_density_km': 17360.52423649548, 'street_density_km': 9173.571871226177, 'circuity_avg': 1.0730845147136678, 'self_loop_proportion': 0.0031282586027111575, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0730845147136678\n", - "469\n", - "9006952.288619354\n", - "{'n': 460, 'm': 1201, 'k_avg': 5.221739130434782, 'intersection_count': 377, 'streets_per_node_avg': 2.752173913043478, 'streets_per_node_counts': {0: 0, 1: 83, 2: 1, 3: 325, 4: 49, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18043478260869567, 2: 0.002173913043478261, 3: 0.7065217391304348, 4: 0.10652173913043478, 5: 0.004347826086956522}, 'edge_length_total': 126772.41000000002, 'edge_length_avg': 105.55571190674439, 'street_length_total': 64163.717999999935, 'street_length_avg': 103.65705654281088, 'street_segments_count': 619, 'node_density_km': 51.07165945368984, 'intersection_density_km': 41.85655568269798, 'edge_density_km': 14074.95076444249, 'street_density_km': 7123.799032562143, 'circuity_avg': 1.0573412786302143, 'self_loop_proportion': 0.0033305578684429643, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0573412786302143\n", - "470\n", - "61105758.29968995\n", - "{'n': 6552, 'm': 16657, 'k_avg': 5.084554334554334, 'intersection_count': 5213, 'streets_per_node_avg': 2.766941391941392, 'streets_per_node_counts': {0: 0, 1: 1339, 2: 11, 3: 4060, 4: 1124, 5: 16, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20436507936507936, 2: 0.001678876678876679, 3: 0.6196581196581197, 4: 0.17155067155067155, 5: 0.002442002442002442, 6: 0.00030525030525030525}, 'edge_length_total': 1176363.751999994, 'edge_length_avg': 70.62278633607457, 'street_length_total': 618394.6320000009, 'street_length_avg': 68.74870839355208, 'street_segments_count': 8995, 'node_density_km': 107.22393735572454, 'intersection_density_km': 85.3111088881856, 'edge_density_km': 19251.274916360264, 'street_density_km': 10120.07131909103, 'circuity_avg': 1.0644226800356864, 'self_loop_proportion': 0.003842228492525665, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0644226800356864\n", - "471\n", - "16014630.076743364\n", - "{'n': 1691, 'm': 4609, 'k_avg': 5.451212300413956, 'intersection_count': 1402, 'streets_per_node_avg': 2.8533412182140747, 'streets_per_node_counts': {0: 0, 1: 289, 2: 3, 3: 1072, 4: 321, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17090479006505027, 2: 0.0017740981667652277, 3: 0.6339444115907746, 4: 0.18982850384387936, 5: 0.0035481963335304554}, 'edge_length_total': 340870.85099999886, 'edge_length_avg': 73.95765914515054, 'street_length_total': 171809.70200000005, 'street_length_avg': 72.86246904156067, 'street_segments_count': 2358, 'node_density_km': 105.59094976884231, 'intersection_density_km': 87.54495066582905, 'edge_density_km': 21284.965644945838, 'street_density_km': 10728.296637304418, 'circuity_avg': 1.0397877489170735, 'self_loop_proportion': 0.0017357344326318074, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397877489170735\n", - "472\n", - "17012986.06938789\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1789, 'm': 4913, 'k_avg': 5.492453884851873, 'intersection_count': 1507, 'streets_per_node_avg': 2.84460592509782, 'streets_per_node_counts': {0: 0, 1: 282, 2: 2, 3: 1226, 4: 271, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15762996087199552, 2: 0.0011179429849077697, 3: 0.6852990497484628, 4: 0.15148127445500278, 5: 0.003912800447177194, 6: 0.0005589714924538849}, 'edge_length_total': 368811.50699999975, 'edge_length_avg': 75.06849318135554, 'street_length_total': 186227.06799999956, 'street_length_avg': 74.25321690590094, 'street_segments_count': 2508, 'node_density_km': 105.15496766431941, 'intersection_density_km': 88.57939422589678, 'edge_density_km': 21678.234819907146, 'street_density_km': 10946.171779631619, 'circuity_avg': 1.053945712456567, 'self_loop_proportion': 0.006513331976389172, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053945712456567\n", - "473\n", - "55042301.39453747\n", - "{'n': 1562, 'm': 4490, 'k_avg': 5.749039692701665, 'intersection_count': 1382, 'streets_per_node_avg': 2.9859154929577465, 'streets_per_node_counts': {0: 0, 1: 180, 2: 0, 3: 1048, 4: 330, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11523687580025609, 2: 0.0, 3: 0.6709346991037132, 4: 0.2112676056338028, 5: 0.002560819462227913}, 'edge_length_total': 558320.9539999999, 'edge_length_avg': 124.3476512249443, 'street_length_total': 286265.5770000005, 'street_length_avg': 124.3551594265858, 'street_segments_count': 2302, 'node_density_km': 28.37817388491348, 'intersection_density_km': 25.107961785499636, 'edge_density_km': 10143.488550706004, 'street_density_km': 5200.8286308393745, 'circuity_avg': 1.0472682005436902, 'self_loop_proportion': 0.0013363028953229399, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0472682005436902\n", - "474\n", - "17025277.056325823\n", - "{'n': 1652, 'm': 4496, 'k_avg': 5.443099273607748, 'intersection_count': 1451, 'streets_per_node_avg': 2.984866828087167, 'streets_per_node_counts': {0: 0, 1: 201, 2: 6, 3: 1073, 4: 361, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12167070217917676, 2: 0.0036319612590799033, 3: 0.6495157384987893, 4: 0.2185230024213075, 5: 0.006658595641646489}, 'edge_length_total': 321459.0600000001, 'edge_length_avg': 71.49890124555162, 'street_length_total': 168285.81099999952, 'street_length_avg': 68.82855255623703, 'street_segments_count': 2445, 'node_density_km': 97.03219480861203, 'intersection_density_km': 85.22621953226154, 'edge_density_km': 18881.282162780455, 'street_density_km': 9884.468278739236, 'circuity_avg': 1.062454915406133, 'self_loop_proportion': 0.0024466192170818505, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062454915406133\n", - "475\n", - "9010943.361580756\n", - "{'n': 287, 'm': 799, 'k_avg': 5.56794425087108, 'intersection_count': 246, 'streets_per_node_avg': 2.951219512195122, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 178, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.6202090592334495, 4: 0.23693379790940766}, 'edge_length_total': 109477.40300000012, 'edge_length_avg': 137.01802628285373, 'street_length_total': 54907.91799999998, 'street_length_avg': 136.9274763092269, 'street_segments_count': 401, 'node_density_km': 31.850161351991083, 'intersection_density_km': 27.300138301706642, 'edge_density_km': 12149.383100860476, 'street_density_km': 6093.4705498323865, 'circuity_avg': 1.033712669486797, 'self_loop_proportion': 0.0050062578222778474, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.033712669486797\n", - "476\n", - "7005503.524038509\n", - "{'n': 24, 'm': 58, 'k_avg': 4.833333333333333, 'intersection_count': 20, 'streets_per_node_avg': 2.7083333333333335, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 19, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.7916666666666666, 4: 0.041666666666666664}, 'edge_length_total': 17124.584000000003, 'edge_length_avg': 295.2514482758621, 'street_length_total': 8562.292000000001, 'street_length_avg': 295.2514482758621, 'street_segments_count': 29, 'node_density_km': 3.4258779426271078, 'intersection_density_km': 2.85489828552259, 'edge_density_km': 2444.447275094379, 'street_density_km': 1222.2236375471896, 'circuity_avg': 1.2563398602091624, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2563398602091624\n", - "477\n", - "20017311.616287515\n", - "{'n': 673, 'm': 1842, 'k_avg': 5.473997028231798, 'intersection_count': 567, 'streets_per_node_avg': 2.8187221396731057, 'streets_per_node_counts': {0: 0, 1: 106, 2: 0, 3: 477, 4: 90}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1575037147102526, 2: 0.0, 3: 0.7087667161961367, 4: 0.1337295690936107}, 'edge_length_total': 267038.989, 'edge_length_avg': 144.97230673181323, 'street_length_total': 133750.07899999997, 'street_length_avg': 145.06516160520604, 'street_segments_count': 922, 'node_density_km': 33.620898395386874, 'intersection_density_km': 28.325482006217474, 'edge_density_km': 13340.402253753096, 'street_density_km': 6681.720381031155, 'circuity_avg': 1.0538780406352348, 'self_loop_proportion': 0.002171552660152009, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0538780406352348\n", - "478\n", - "7006888.463031131\n", - "{'n': 723, 'm': 1906, 'k_avg': 5.272475795297372, 'intersection_count': 600, 'streets_per_node_avg': 2.8201936376210237, 'streets_per_node_counts': {0: 0, 1: 123, 2: 2, 3: 487, 4: 104, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17012448132780084, 2: 0.0027662517289073307, 3: 0.673582295988935, 4: 0.14384508990318118, 5: 0.009681881051175657}, 'edge_length_total': 120215.71499999985, 'edge_length_avg': 63.07225341028324, 'street_length_total': 62173.53700000001, 'street_length_avg': 62.04943812375251, 'street_segments_count': 1002, 'node_density_km': 103.18417423291412, 'intersection_density_km': 85.63002011030217, 'edge_density_km': 17156.79015504057, 'street_density_km': 8873.202039397695, 'circuity_avg': 1.050071714528422, 'self_loop_proportion': 0.0031479538300104933, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050071714528422\n", - "479\n", - "8005372.237794014\n", - "{'n': 162, 'm': 381, 'k_avg': 4.703703703703703, 'intersection_count': 111, 'streets_per_node_avg': 2.432098765432099, 'streets_per_node_counts': {0: 0, 1: 51, 2: 2, 3: 97, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3148148148148148, 2: 0.012345679012345678, 3: 0.5987654320987654, 4: 0.07407407407407407}, 'edge_length_total': 35549.32500000001, 'edge_length_avg': 93.30531496062996, 'street_length_total': 18027.897000000004, 'street_length_avg': 92.45075384615387, 'street_segments_count': 195, 'node_density_km': 20.23641064873721, 'intersection_density_km': 13.865688777838459, 'edge_density_km': 4440.683573984075, 'street_density_km': 2251.9748569452945, 'circuity_avg': 1.1444606740873609, 'self_loop_proportion': 0.005249343832020997, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1444606740873609\n", - "480\n", - "7005179.3414269835\n", - "error with entry 480\n", - "481\n", - "30026343.252700597\n", - "{'n': 5350, 'm': 15370, 'k_avg': 5.745794392523364, 'intersection_count': 4776, 'streets_per_node_avg': 3.0766355140186916, 'streets_per_node_counts': {0: 0, 1: 574, 2: 12, 3: 3242, 4: 1480, 5: 38, 6: 3, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10728971962616822, 2: 0.0022429906542056075, 3: 0.605981308411215, 4: 0.2766355140186916, 5: 0.007102803738317757, 6: 0.0005607476635514019, 7: 0.0, 8: 0.00018691588785046728}, 'edge_length_total': 875022.6280000001, 'edge_length_avg': 56.93055484710476, 'street_length_total': 459275.5979999996, 'street_length_avg': 56.050231632902076, 'street_segments_count': 8194, 'node_density_km': 178.17687471879603, 'intersection_density_km': 159.0603277863495, 'edge_density_km': 29141.831245844427, 'street_density_km': 15295.755268457206, 'circuity_avg': 1.0740099884441023, 'self_loop_proportion': 0.0037735849056603774, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0740099884441023\n", - "482\n", - "13019244.847893221\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 209, 'm': 544, 'k_avg': 5.205741626794258, 'intersection_count': 167, 'streets_per_node_avg': 2.665071770334928, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 153, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20095693779904306, 2: 0.0, 3: 0.7320574162679426, 4: 0.06698564593301436}, 'edge_length_total': 107453.11399999983, 'edge_length_avg': 197.52410661764674, 'street_length_total': 53726.557000000015, 'street_length_avg': 197.5241066176471, 'street_segments_count': 272, 'node_density_km': 16.053158416006013, 'intersection_density_km': 12.82716485872251, 'edge_density_km': 8253.406035096416, 'street_density_km': 4126.703017548216, 'circuity_avg': 1.0512097195644106, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0512097195644106\n", - "483\n", - "4003655.481191381\n", - "{'n': 116, 'm': 320, 'k_avg': 5.517241379310345, 'intersection_count': 100, 'streets_per_node_avg': 2.896551724137931, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 80, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13793103448275862, 2: 0.0, 3: 0.6896551724137931, 4: 0.1724137931034483}, 'edge_length_total': 49818.32200000009, 'edge_length_avg': 155.68225625000028, 'street_length_total': 24909.16100000001, 'street_length_avg': 155.68225625000008, 'street_segments_count': 160, 'node_density_km': 28.97352195885783, 'intersection_density_km': 24.977174102463646, 'edge_density_km': 12443.209020865972, 'street_density_km': 6221.604510432978, 'circuity_avg': 1.046061736609191, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.046061736609191\n", - "484\n", - "379401204.06662875\n", - "error with entry 484\n", - "485\n", - "5007270.398807234\n", - "{'n': 212, 'm': 536, 'k_avg': 5.056603773584905, 'intersection_count': 177, 'streets_per_node_avg': 2.806603773584906, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 148, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1650943396226415, 2: 0.0, 3: 0.6981132075471698, 4: 0.13679245283018868}, 'edge_length_total': 56018.31699999999, 'edge_length_avg': 104.51178544776117, 'street_length_total': 29351.93299999999, 'street_length_avg': 103.35187676056334, 'street_segments_count': 284, 'node_density_km': 42.33843653630126, 'intersection_density_km': 35.34860031568549, 'edge_density_km': 11187.396033843894, 'street_density_km': 5861.862983671067, 'circuity_avg': 1.0363695374209687, 'self_loop_proportion': 0.0037313432835820895, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0363695374209687\n", - "486\n", - "5003351.755369212\n", - "{'n': 526, 'm': 1433, 'k_avg': 5.448669201520913, 'intersection_count': 432, 'streets_per_node_avg': 2.826996197718631, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 336, 4: 95, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17870722433460076, 2: 0.0, 3: 0.6387832699619772, 4: 0.1806083650190114, 5: 0.0019011406844106464}, 'edge_length_total': 105485.65999999999, 'edge_length_avg': 73.6117655268667, 'street_length_total': 53089.263000000035, 'street_length_avg': 72.82477777777783, 'street_segments_count': 729, 'node_density_km': 105.12952630914612, 'intersection_density_km': 86.34212046682724, 'edge_density_km': 21082.99898898791, 'street_density_km': 10610.739679261751, 'circuity_avg': 1.0766531018341035, 'self_loop_proportion': 0.00418702023726448, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0766531018341035\n", - "487\n", - "11012607.791349877\n", - "{'n': 1241, 'm': 3540, 'k_avg': 5.705076551168412, 'intersection_count': 1109, 'streets_per_node_avg': 3.087832393231265, 'streets_per_node_counts': {0: 0, 1: 132, 2: 0, 3: 744, 4: 358, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1063658340048348, 2: 0.0, 3: 0.5995165189363416, 4: 0.2884770346494762, 5: 0.004834810636583401, 6: 0.0008058017727639}, 'edge_length_total': 197386.79199999952, 'edge_length_avg': 55.758980790960315, 'street_length_total': 103032.7319999999, 'street_length_avg': 54.399541710665204, 'street_segments_count': 1894, 'node_density_km': 112.68902184773836, 'intersection_density_km': 100.70276005571462, 'edge_density_km': 17923.710327270695, 'street_density_km': 9355.888628025914, 'circuity_avg': 1.058517101068537, 'self_loop_proportion': 0.002542372881355932, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058517101068537\n", - "488\n", - "25018574.733885918\n", - "{'n': 2741, 'm': 7389, 'k_avg': 5.391462969719081, 'intersection_count': 2311, 'streets_per_node_avg': 2.8526085370302807, 'streets_per_node_counts': {0: 0, 1: 430, 2: 4, 3: 1860, 4: 435, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1568770521707406, 2: 0.001459321415541773, 3: 0.6785844582269245, 4: 0.15870120394016782, 5: 0.004013133892739876, 6: 0.00036483035388544326}, 'edge_length_total': 556908.6530000017, 'edge_length_avg': 75.36996251184216, 'street_length_total': 285906.87099999853, 'street_length_avg': 74.06913756476646, 'street_segments_count': 3860, 'node_density_km': 109.55859912705205, 'intersection_density_km': 92.37136905604424, 'edge_density_km': 22259.807320107157, 'street_density_km': 11427.784118044006, 'circuity_avg': 1.076701183535455, 'self_loop_proportion': 0.005548788740018947, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.076701183535455\n", - "489\n", - "59098375.63253446\n", - "error with entry 489\n", - "490\n", - "20014990.26917496\n", - "{'n': 2891, 'm': 7762, 'k_avg': 5.369768246281564, 'intersection_count': 2319, 'streets_per_node_avg': 2.7924593566240055, 'streets_per_node_counts': {0: 0, 1: 572, 2: 3, 3: 1777, 4: 531, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1978554133517814, 2: 0.0010377032168799724, 3: 0.614666205465237, 4: 0.1836734693877551, 5: 0.002767208578346593}, 'edge_length_total': 467856.21699999925, 'edge_length_avg': 60.275214764235926, 'street_length_total': 237848.9289999998, 'street_length_avg': 59.40282942057937, 'street_segments_count': 4004, 'node_density_km': 144.44173897263505, 'intersection_density_km': 115.86315900295423, 'edge_density_km': 23375.290754976962, 'street_density_km': 11883.539577149353, 'circuity_avg': 1.0662774150169068, 'self_loop_proportion': 0.0033496521515073434, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0662774150169068\n", - "491\n", - "47035596.470527515\n", - "{'n': 9, 'm': 16, 'k_avg': 3.5555555555555554, 'intersection_count': 5, 'streets_per_node_avg': 2.2222222222222223, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4444444444444444, 2: 0.0, 3: 0.4444444444444444, 4: 0.1111111111111111}, 'edge_length_total': 5112.51, 'edge_length_avg': 319.531875, 'street_length_total': 2556.255, 'street_length_avg': 319.531875, 'street_segments_count': 8, 'node_density_km': 0.19134444283361848, 'intersection_density_km': 0.10630246824089916, 'edge_density_km': 108.69448638125589, 'street_density_km': 54.34724319062794, 'circuity_avg': 1.105857667443223, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.105857667443223\n", - "492\n", - "8006640.522948054\n", - "{'n': 1295, 'm': 3657, 'k_avg': 5.647876447876448, 'intersection_count': 1097, 'streets_per_node_avg': 2.9166023166023165, 'streets_per_node_counts': {0: 0, 1: 198, 2: 0, 3: 811, 4: 284, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15289575289575288, 2: 0.0, 3: 0.6262548262548262, 4: 0.2193050193050193, 5: 0.0015444015444015444}, 'edge_length_total': 199267.69899999947, 'edge_length_avg': 54.48938993710677, 'street_length_total': 101159.22800000022, 'street_length_avg': 54.182768077129204, 'street_segments_count': 1867, 'node_density_km': 161.74074460922338, 'intersection_density_km': 137.0112716882765, 'edge_density_km': 24887.803870908505, 'street_density_km': 12634.416108736861, 'circuity_avg': 1.0799704234482344, 'self_loop_proportion': 0.0010937927262783702, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0799704234482344\n", - "493\n", - "20024350.46246727\n", - "{'n': 378, 'm': 998, 'k_avg': 5.28042328042328, 'intersection_count': 308, 'streets_per_node_avg': 2.740740740740741, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 266, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18518518518518517, 2: 0.0, 3: 0.7037037037037037, 4: 0.1111111111111111}, 'edge_length_total': 198368.02399999986, 'edge_length_avg': 198.7655551102203, 'street_length_total': 99184.01199999996, 'street_length_avg': 198.76555511022036, 'street_segments_count': 499, 'node_density_km': 18.877016795551295, 'intersection_density_km': 15.381272944523277, 'edge_density_km': 9906.34000197968, 'street_density_km': 4953.170000989842, 'circuity_avg': 1.0548761032096847, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548761032096847\n", - "494\n", - "7006922.048315303\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 301, 'm': 716, 'k_avg': 4.7574750830564785, 'intersection_count': 237, 'streets_per_node_avg': 2.7242524916943522, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 192, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21262458471760798, 2: 0.0, 3: 0.6378737541528239, 4: 0.14950166112956811}, 'edge_length_total': 91693.64500000012, 'edge_length_avg': 128.06375000000017, 'street_length_total': 49678.286000000015, 'street_length_avg': 129.03450909090913, 'street_segments_count': 385, 'node_density_km': 42.957520852165096, 'intersection_density_km': 33.82369582047551, 'edge_density_km': 13086.151717935312, 'street_density_km': 7089.887065597415, 'circuity_avg': 1.0327815145200205, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0327815145200205\n", - "495\n", - "15016852.035007149\n", - "{'n': 1061, 'm': 2808, 'k_avg': 5.293119698397738, 'intersection_count': 962, 'streets_per_node_avg': 2.9717247879359094, 'streets_per_node_counts': {0: 0, 1: 99, 2: 6, 3: 785, 4: 168, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09330819981149858, 2: 0.005655042412818096, 3: 0.7398680490103676, 4: 0.1583411875589067, 5: 0.002827521206409048}, 'edge_length_total': 228597.52599999978, 'edge_length_avg': 81.40937535612528, 'street_length_total': 122313.58300000007, 'street_length_avg': 78.4564355355998, 'street_segments_count': 1559, 'node_density_km': 70.65395580422624, 'intersection_density_km': 64.06136237857271, 'edge_density_km': 15222.732798265262, 'street_density_km': 8145.088112665941, 'circuity_avg': 1.0752034707385276, 'self_loop_proportion': 0.004985754985754986, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0752034707385276\n", - "496\n", - "23030868.85031084\n", - "{'n': 3669, 'm': 10374, 'k_avg': 5.65494685200327, 'intersection_count': 3212, 'streets_per_node_avg': 2.988280185336604, 'streets_per_node_counts': {0: 0, 1: 457, 2: 7, 3: 2363, 4: 808, 5: 32, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12455710002725538, 2: 0.0019078768056691197, 3: 0.6440446988280185, 4: 0.22022349414009268, 5: 0.00872172254020169, 6: 0.0005451076587626056}, 'edge_length_total': 575796.9150000006, 'edge_length_avg': 55.50384759976871, 'street_length_total': 298720.7910000002, 'street_length_avg': 54.9523162251656, 'street_segments_count': 5436, 'node_density_km': 159.30792814837642, 'intersection_density_km': 139.4649946068643, 'edge_density_km': 25001.093911931566, 'street_density_km': 12970.45252359068, 'circuity_avg': 1.058427748366547, 'self_loop_proportion': 0.0024098708309234626, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058427748366547\n", - "497\n", - "19021727.621365957\n", - "error with entry 497\n", - "498\n", - "8005913.596700196\n", - "{'n': 508, 'm': 1535, 'k_avg': 6.043307086614173, 'intersection_count': 474, 'streets_per_node_avg': 3.09251968503937, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 367, 4: 100, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06692913385826772, 2: 0.0, 3: 0.7224409448818898, 4: 0.1968503937007874, 5: 0.011811023622047244, 6: 0.001968503937007874}, 'edge_length_total': 133797.83699999994, 'edge_length_avg': 87.16471465798041, 'street_length_total': 66962.07500000001, 'street_length_avg': 87.07682054616386, 'street_segments_count': 769, 'node_density_km': 63.45309549798073, 'intersection_density_km': 59.206234775674936, 'edge_density_km': 16712.375843669797, 'street_density_km': 8364.07665298809, 'circuity_avg': 1.0484248548534476, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0484248548534476\n", - "499\n", - "10014355.550554002\n", - "{'n': 1321, 'm': 3439, 'k_avg': 5.20666161998486, 'intersection_count': 1029, 'streets_per_node_avg': 2.6888720666162, 'streets_per_node_counts': {0: 0, 1: 292, 2: 0, 3: 856, 4: 173}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2210446631339894, 2: 0.0, 3: 0.647993943981832, 4: 0.13096139288417866}, 'edge_length_total': 211297.21499999994, 'edge_length_avg': 61.44146990404185, 'street_length_total': 106666.82099999973, 'street_length_avg': 60.81346693272505, 'street_segments_count': 1754, 'node_density_km': 131.9106350210345, 'intersection_density_km': 102.75249313901931, 'edge_density_km': 21099.43210357763, 'street_density_km': 10651.391441169555, 'circuity_avg': 1.0780900441694106, 'self_loop_proportion': 0.0034893864495492877, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0780900441694106\n", - "500\n", - "40051463.18517462\n", - "{'n': 4253, 'm': 11925, 'k_avg': 5.607806254408652, 'intersection_count': 3650, 'streets_per_node_avg': 2.9619092405360923, 'streets_per_node_counts': {0: 0, 1: 603, 2: 1, 3: 2667, 4: 936, 5: 34, 6: 9, 7: 1, 8: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14178227133787916, 2: 0.00023512814483893723, 3: 0.6270867622854456, 4: 0.22007994356924523, 5: 0.007994356924523865, 6: 0.002116153303550435, 7: 0.00023512814483893723, 8: 0.00047025628967787447}, 'edge_length_total': 672001.3590000002, 'edge_length_avg': 56.3523152201258, 'street_length_total': 350195.32100000023, 'street_length_avg': 56.06713432596866, 'street_segments_count': 6246, 'node_density_km': 106.18838019316816, 'intersection_density_km': 91.13275045969051, 'edge_density_km': 16778.44716666299, 'street_density_km': 8743.633644066915, 'circuity_avg': 1.0463899968024055, 'self_loop_proportion': 0.0031027253668763103, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0463899968024055\n", - "501\n", - "12010089.870165762\n", - "{'n': 1453, 'm': 4000, 'k_avg': 5.505849965588438, 'intersection_count': 1195, 'streets_per_node_avg': 2.857536132140399, 'streets_per_node_counts': {0: 0, 1: 258, 2: 2, 3: 886, 4: 303, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1775636613902271, 2: 0.0013764624913971094, 3: 0.6097728836889195, 4: 0.20853406744666209, 5: 0.0027529249827942187}, 'edge_length_total': 274478.2170000007, 'edge_length_avg': 68.61955425000018, 'street_length_total': 139438.0319999997, 'street_length_avg': 67.7541457725946, 'street_segments_count': 2058, 'node_density_km': 120.98160927249963, 'intersection_density_km': 99.49967176919274, 'edge_density_km': 22853.968618655505, 'street_density_km': 11610.073988403483, 'circuity_avg': 1.0709069385402836, 'self_loop_proportion': 0.0015, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0709069385402836\n", - "502\n", - "10008911.202255378\n", - "{'n': 132, 'm': 366, 'k_avg': 5.545454545454546, 'intersection_count': 122, 'streets_per_node_avg': 2.9696969696969697, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 106, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07575757575757576, 2: 0.0, 3: 0.803030303030303, 4: 0.12121212121212122}, 'edge_length_total': 86544.42799999997, 'edge_length_avg': 236.46018579234965, 'street_length_total': 43272.214000000014, 'street_length_avg': 236.46018579234982, 'street_segments_count': 183, 'node_density_km': 13.188247685747827, 'intersection_density_km': 12.189138012585113, 'edge_density_km': 8646.737517313402, 'street_density_km': 4323.368758656704, 'circuity_avg': 1.0693332589345443, 'self_loop_proportion': 0.00546448087431694, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0693332589345443\n", - "503\n", - "13009991.353078894\n", - "{'n': 785, 'm': 2068, 'k_avg': 5.268789808917197, 'intersection_count': 667, 'streets_per_node_avg': 2.8076433121019106, 'streets_per_node_counts': {0: 0, 1: 118, 2: 1, 3: 580, 4: 86}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1503184713375796, 2: 0.0012738853503184713, 3: 0.7388535031847133, 4: 0.10955414012738854}, 'edge_length_total': 179553.18700000044, 'edge_length_avg': 86.82455851063851, 'street_length_total': 91362.93099999995, 'street_length_avg': 85.30619140989725, 'street_segments_count': 1071, 'node_density_km': 60.33824148654987, 'intersection_density_km': 51.26828926309397, 'edge_density_km': 13801.176505586845, 'street_density_km': 7022.52050139744, 'circuity_avg': 1.066577704509918, 'self_loop_proportion': 0.004835589941972921, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066577704509918\n", - "504\n", - "9006696.353259139\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2257, 'm': 6461, 'k_avg': 5.725299069561364, 'intersection_count': 1953, 'streets_per_node_avg': 2.9618963225520605, 'streets_per_node_counts': {0: 0, 1: 304, 2: 3, 3: 1433, 4: 510, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13469206911829862, 2: 0.001329198050509526, 3: 0.6349136021267169, 4: 0.2259636685866194, 5: 0.002658396101019052, 6: 0.00044306601683650863}, 'edge_length_total': 277306.00800000055, 'edge_length_avg': 42.919982665222186, 'street_length_total': 141357.22600000005, 'street_length_avg': 42.56465703101477, 'street_segments_count': 3321, 'node_density_km': 250.5913279937863, 'intersection_density_km': 216.838663523201, 'edge_density_km': 30788.870538491657, 'street_density_km': 15694.68098575888, 'circuity_avg': 1.0539419180375662, 'self_loop_proportion': 0.001547748026621266, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0539419180375662\n", - "505\n", - "8005757.292750937\n", - "{'n': 467, 'm': 1242, 'k_avg': 5.319057815845825, 'intersection_count': 377, 'streets_per_node_avg': 2.7751605995717346, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 303, 4: 73, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19271948608137046, 2: 0.0, 3: 0.6488222698072805, 4: 0.15631691648822268, 5: 0.0021413276231263384}, 'edge_length_total': 125281.77500000015, 'edge_length_avg': 100.87099436392927, 'street_length_total': 63026.936999999925, 'street_length_avg': 100.04275714285703, 'street_segments_count': 630, 'node_density_km': 58.333019965876275, 'intersection_density_km': 47.09111033647827, 'edge_density_km': 15648.959919561945, 'street_density_km': 7872.701444130667, 'circuity_avg': 1.0425098982670684, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0425098982670684\n", - "506\n", - "8011757.568177337\n", - "{'n': 3445, 'm': 9581, 'k_avg': 5.562264150943396, 'intersection_count': 2788, 'streets_per_node_avg': 2.8824383164005805, 'streets_per_node_counts': {0: 0, 1: 657, 2: 3, 3: 1885, 4: 889, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19071117561683598, 2: 0.0008708272859216256, 3: 0.5471698113207547, 4: 0.25805515239477506, 5: 0.002902757619738752, 6: 0.00029027576197387516}, 'edge_length_total': 349989.405999998, 'edge_length_avg': 36.5295278154679, 'street_length_total': 178858.46000000022, 'street_length_avg': 36.31643857868025, 'street_segments_count': 4925, 'node_density_km': 429.9930409381736, 'intersection_density_km': 347.98856259379625, 'edge_density_km': 43684.47285401573, 'street_density_km': 22324.497275157846, 'circuity_avg': 1.0473896190826835, 'self_loop_proportion': 0.0016699718192255506, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473896190826835\n", - "507\n", - "20014734.973341607\n", - "{'n': 842, 'm': 2319, 'k_avg': 5.508313539192399, 'intersection_count': 703, 'streets_per_node_avg': 2.821852731591449, 'streets_per_node_counts': {0: 0, 1: 139, 2: 0, 3: 578, 4: 123, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16508313539192399, 2: 0.0, 3: 0.6864608076009501, 4: 0.14608076009501186, 5: 0.0011876484560570072, 6: 0.0011876484560570072}, 'edge_length_total': 299897.3989999994, 'edge_length_avg': 129.32186244070695, 'street_length_total': 150855.4570000001, 'street_length_avg': 129.04658426005142, 'street_segments_count': 1169, 'node_density_km': 42.06900571611326, 'intersection_density_km': 35.12412234967651, 'edge_density_km': 14983.83063275353, 'street_density_km': 7537.219813349029, 'circuity_avg': 1.040118288558055, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040118288558055\n", - "508\n", - "11014835.890611187\n", - "{'n': 516, 'm': 1368, 'k_avg': 5.3023255813953485, 'intersection_count': 440, 'streets_per_node_avg': 2.89922480620155, 'streets_per_node_counts': {0: 0, 1: 76, 2: 2, 3: 340, 4: 95, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14728682170542637, 2: 0.003875968992248062, 3: 0.6589147286821705, 4: 0.18410852713178294, 5: 0.003875968992248062, 6: 0.001937984496124031}, 'edge_length_total': 158502.39399999965, 'edge_length_avg': 115.86432309941495, 'street_length_total': 81570.65300000002, 'street_length_avg': 112.822479944675, 'street_segments_count': 723, 'node_density_km': 46.84590901983638, 'intersection_density_km': 39.94612397040311, 'edge_density_km': 14389.900637112873, 'street_density_km': 7405.525947919853, 'circuity_avg': 1.0559494625582795, 'self_loop_proportion': 0.006578947368421052, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0559494625582795\n", - "509\n", - "32025873.759882465\n", - "{'n': 9296, 'm': 25647, 'k_avg': 5.517857142857143, 'intersection_count': 7584, 'streets_per_node_avg': 2.8624139414802063, 'streets_per_node_counts': {0: 0, 1: 1712, 2: 8, 3: 5473, 4: 2059, 5: 38, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18416523235800344, 2: 0.0008605851979345956, 3: 0.5887478485370051, 4: 0.22149311531841653, 5: 0.004087779690189329, 6: 0.0006454388984509467}, 'edge_length_total': 1222994.1770000118, 'edge_length_avg': 47.685662143720975, 'street_length_total': 625662.8450000006, 'street_length_avg': 47.230531063637095, 'street_segments_count': 13247, 'node_density_km': 290.2653045377556, 'intersection_density_km': 236.80852728209322, 'edge_density_km': 38187.69118274636, 'street_density_km': 19536.167840133792, 'circuity_avg': 1.0755744474178592, 'self_loop_proportion': 0.002963309548875112, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0755744474178592\n", - "510\n", - "7005376.7200362785\n", - "{'n': 287, 'm': 759, 'k_avg': 5.289198606271777, 'intersection_count': 251, 'streets_per_node_avg': 2.843205574912892, 'streets_per_node_counts': {0: 0, 1: 36, 2: 2, 3: 220, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1254355400696864, 2: 0.006968641114982578, 3: 0.7665505226480837, 4: 0.10104529616724739}, 'edge_length_total': 89422.54800000008, 'edge_length_avg': 117.81626877470367, 'street_length_total': 45398.08899999996, 'street_length_avg': 117.30772351421179, 'street_segments_count': 387, 'node_density_km': 40.96853195334136, 'intersection_density_km': 35.82962202191179, 'edge_density_km': 12764.84500030385, 'street_density_km': 6480.463623056215, 'circuity_avg': 1.0476760644031726, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0476760644031726\n", - "511\n", - "16012604.281875797\n", - "{'n': 771, 'm': 2092, 'k_avg': 5.426718547341116, 'intersection_count': 639, 'streets_per_node_avg': 2.761348897535668, 'streets_per_node_counts': {0: 0, 1: 132, 2: 0, 3: 564, 4: 71, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17120622568093385, 2: 0.0, 3: 0.7315175097276264, 4: 0.09208819714656291, 5: 0.0038910505836575876, 6: 0.0012970168612191958}, 'edge_length_total': 224369.438, 'edge_length_avg': 107.25116539196941, 'street_length_total': 112739.08400000003, 'street_length_avg': 107.26839581351098, 'street_segments_count': 1051, 'node_density_km': 48.14956932849909, 'intersection_density_km': 39.906063295604305, 'edge_density_km': 14012.051634471307, 'street_density_km': 7040.646356795699, 'circuity_avg': 1.0533642854150034, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0533642854150034\n", - "512\n", - "8006187.699900711\n", - "{'n': 192, 'm': 497, 'k_avg': 5.177083333333333, 'intersection_count': 154, 'streets_per_node_avg': 2.8072916666666665, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 115, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19791666666666666, 2: 0.0, 3: 0.5989583333333334, 4: 0.203125}, 'edge_length_total': 89604.83799999999, 'edge_length_avg': 180.29142454728367, 'street_length_total': 45125.54400000002, 'street_length_avg': 174.90520930232566, 'street_segments_count': 258, 'node_density_km': 23.981451247062456, 'intersection_density_km': 19.235122354414678, 'edge_density_km': 11191.948197905882, 'street_density_km': 5636.333507464439, 'circuity_avg': 1.0944732200874199, 'self_loop_proportion': 0.002012072434607646, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0944732200874199\n", - "513\n", - "4005540.735719994\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 9, 'm': 16, 'k_avg': 3.5555555555555554, 'intersection_count': 5, 'streets_per_node_avg': 2.111111111111111, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4444444444444444, 2: 0.0, 3: 0.5555555555555556}, 'edge_length_total': 7864.026000000001, 'edge_length_avg': 491.50162500000005, 'street_length_total': 3932.0130000000004, 'street_length_avg': 491.50162500000005, 'street_segments_count': 8, 'node_density_km': 2.2468876473383945, 'intersection_density_km': 1.248270915187997, 'edge_density_km': 1963.2869864164409, 'street_density_km': 981.6434932082204, 'circuity_avg': 1.0251652113108076, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0251652113108076\n", - "514\n", - "6007562.124253987\n", - "{'n': 1701, 'm': 5207, 'k_avg': 6.1222810111699, 'intersection_count': 1553, 'streets_per_node_avg': 3.090534979423868, 'streets_per_node_counts': {0: 0, 1: 148, 2: 0, 3: 1116, 4: 425, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08700764256319812, 2: 0.0, 3: 0.656084656084656, 4: 0.2498530276308054, 5: 0.006466784244562022, 6: 0.0005878894767783657}, 'edge_length_total': 239444.98300000094, 'edge_length_avg': 45.98520894949125, 'street_length_total': 120065.51100000006, 'street_length_avg': 45.93171805661823, 'street_segments_count': 2614, 'node_density_km': 283.14313939969924, 'intersection_density_km': 258.5075223325884, 'edge_density_km': 39857.26290424919, 'street_density_km': 19985.72940515528, 'circuity_avg': 1.0632137743222914, 'self_loop_proportion': 0.0023045899750336087, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0632137743222914\n", - "515\n", - "14011675.857645439\n", - "{'n': 2558, 'm': 7116, 'k_avg': 5.563721657544957, 'intersection_count': 2208, 'streets_per_node_avg': 2.9276778733385456, 'streets_per_node_counts': {0: 0, 1: 350, 2: 8, 3: 1687, 4: 503, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13682564503518374, 2: 0.003127443315089914, 3: 0.6594996090695856, 4: 0.19663799843627836, 5: 0.003909304143862392}, 'edge_length_total': 390314.47600000154, 'edge_length_avg': 54.85026363125373, 'street_length_total': 203543.45999999964, 'street_length_avg': 55.01174594594585, 'street_segments_count': 3700, 'node_density_km': 182.56203083689186, 'intersection_density_km': 157.58286320870104, 'edge_density_km': 27856.373496324304, 'street_density_km': 14526.703448462706, 'circuity_avg': 1.0757443500814443, 'self_loop_proportion': 0.002529510961214165, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0757443500814443\n", - "516\n", - "5008067.197067499\n", - "{'n': 65, 'm': 176, 'k_avg': 5.415384615384616, 'intersection_count': 61, 'streets_per_node_avg': 3.0307692307692307, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 51, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06153846153846154, 2: 0.0, 3: 0.7846153846153846, 4: 0.15384615384615385}, 'edge_length_total': 35268.06800000004, 'edge_length_avg': 200.38675000000023, 'street_length_total': 17634.034, 'street_length_avg': 200.38675, 'street_segments_count': 88, 'node_density_km': 12.979059074538997, 'intersection_density_km': 12.180347746875059, 'edge_density_km': 7042.251354105522, 'street_density_km': 3521.125677052757, 'circuity_avg': 1.0289379587436298, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0289379587436298\n", - "517\n", - "9010153.527927758\n", - "{'n': 703, 'm': 1759, 'k_avg': 5.004267425320057, 'intersection_count': 568, 'streets_per_node_avg': 2.728307254623044, 'streets_per_node_counts': {0: 0, 1: 135, 2: 2, 3: 487, 4: 77, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19203413940256045, 2: 0.002844950213371266, 3: 0.6927453769559033, 4: 0.10953058321479374, 5: 0.002844950213371266}, 'edge_length_total': 143594.091, 'edge_length_avg': 81.63393462194428, 'street_length_total': 78619.28599999996, 'street_length_avg': 83.90532123799356, 'street_segments_count': 937, 'node_density_km': 78.02308782208762, 'intersection_density_km': 63.039991298642626, 'edge_density_km': 15936.919449254396, 'street_density_km': 8725.63222772094, 'circuity_avg': 1.078754612174113, 'self_loop_proportion': 0.0045480386583285955, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078754612174113\n", - "518\n", - "14013840.404462643\n", - "{'n': 2340, 'm': 6386, 'k_avg': 5.458119658119658, 'intersection_count': 1928, 'streets_per_node_avg': 2.8756410256410256, 'streets_per_node_counts': {0: 0, 1: 412, 2: 0, 3: 1405, 4: 514, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17606837606837608, 2: 0.0, 3: 0.6004273504273504, 4: 0.21965811965811965, 5: 0.003418803418803419, 6: 0.00042735042735042735}, 'edge_length_total': 374528.0830000002, 'edge_length_avg': 58.64830613842784, 'street_length_total': 191602.6339999996, 'street_length_avg': 57.53832852852841, 'street_segments_count': 3330, 'node_density_km': 166.9777828535023, 'intersection_density_km': 137.57827578698823, 'edge_density_km': 26725.58500671475, 'street_density_km': 13672.385903508979, 'circuity_avg': 1.0557619847306792, 'self_loop_proportion': 0.003601628562480426, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557619847306792\n", - "519\n", - "8008638.653503952\n", - "{'n': 233, 'm': 605, 'k_avg': 5.1931330472103, 'intersection_count': 187, 'streets_per_node_avg': 2.7339055793991416, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 157, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19742489270386265, 2: 0.0, 3: 0.6738197424892703, 4: 0.12875536480686695}, 'edge_length_total': 82246.43099999994, 'edge_length_avg': 135.94451404958667, 'street_length_total': 41313.584, 'street_length_avg': 135.89994736842107, 'street_segments_count': 304, 'node_density_km': 29.093583826267093, 'intersection_density_km': 23.349786160995478, 'edge_density_km': 10269.714312059186, 'street_density_km': 5158.627550504408, 'circuity_avg': 1.036022472530782, 'self_loop_proportion': 0.003305785123966942, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.036022472530782\n", - "520\n", - "91097521.47846754\n", - "{'n': 11867, 'm': 34250, 'k_avg': 5.772309766579591, 'intersection_count': 10329, 'streets_per_node_avg': 2.993595685514452, 'streets_per_node_counts': {0: 0, 1: 1538, 2: 6, 3: 7415, 4: 2820, 5: 78, 6: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12960310103648773, 2: 0.0005056037751748546, 3: 0.6248419988202578, 4: 0.2376337743321817, 5: 0.00657284907727311, 6: 0.0008426729586247577}, 'edge_length_total': 2440609.4310000185, 'edge_length_avg': 71.25866951824871, 'street_length_total': 1251739.958, 'street_length_avg': 70.83182197827071, 'street_segments_count': 17672, 'node_density_km': 130.26699088410402, 'intersection_density_km': 113.38398490283224, 'edge_density_km': 26791.172705800764, 'street_density_km': 13740.658776274942, 'circuity_avg': 1.0553317560485287, 'self_loop_proportion': 0.0013722627737226278, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0553317560485287\n", - "521\n", - "12009243.124402082\n", - "{'n': 150, 'm': 405, 'k_avg': 5.4, 'intersection_count': 127, 'streets_per_node_avg': 2.8533333333333335, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 103, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15333333333333332, 2: 0.0, 3: 0.6866666666666666, 4: 0.16}, 'edge_length_total': 69952.62899999999, 'edge_length_avg': 172.7225407407407, 'street_length_total': 35143.26600000001, 'street_length_avg': 167.34888571428576, 'street_segments_count': 210, 'node_density_km': 12.490379155969352, 'intersection_density_km': 10.575187685387384, 'edge_density_km': 5824.89906111238, 'street_density_km': 2926.3514474605768, 'circuity_avg': 1.0387807710451649, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0387807710451649\n", - "522\n", - "13009343.354689538\n", - "{'n': 3105, 'm': 7929, 'k_avg': 5.107246376811594, 'intersection_count': 2231, 'streets_per_node_avg': 2.6151368760064413, 'streets_per_node_counts': {0: 0, 1: 874, 2: 2, 3: 1695, 4: 515, 5: 17, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2814814814814815, 2: 0.0006441223832528181, 3: 0.5458937198067633, 4: 0.16586151368760063, 5: 0.005475040257648953, 6: 0.0006441223832528181}, 'edge_length_total': 340817.3920000015, 'edge_length_avg': 42.98365392861666, 'street_length_total': 172580.18399999992, 'street_length_avg': 42.91971748321311, 'street_segments_count': 4021, 'node_density_km': 238.6746137252751, 'intersection_density_km': 171.49212986186433, 'edge_density_km': 26197.893522208058, 'street_density_km': 13265.864332636678, 'circuity_avg': 1.0485259023994125, 'self_loop_proportion': 0.0012611930886618741, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0485259023994125\n", - "523\n", - "5003663.605339546\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 221, 'm': 597, 'k_avg': 5.402714932126697, 'intersection_count': 193, 'streets_per_node_avg': 2.9728506787330318, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 143, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12669683257918551, 2: 0.0, 3: 0.6470588235294118, 4: 0.22624434389140272}, 'edge_length_total': 55569.82599999998, 'edge_length_avg': 93.08178559463983, 'street_length_total': 28536.01999999999, 'street_length_avg': 89.7359119496855, 'street_segments_count': 318, 'node_density_km': 44.16763744152682, 'intersection_density_km': 38.57173767517953, 'edge_density_km': 11105.82772604855, 'street_density_km': 5703.025273231483, 'circuity_avg': 1.0476870188617802, 'self_loop_proportion': 0.0033500837520938024, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0476870188617802\n", - "524\n", - "4005868.1774594127\n", - "{'n': 588, 'm': 1607, 'k_avg': 5.465986394557823, 'intersection_count': 487, 'streets_per_node_avg': 2.82312925170068, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 390, 4: 96, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1717687074829932, 2: 0.0, 3: 0.6632653061224489, 4: 0.16326530612244897, 5: 0.0017006802721088435}, 'edge_length_total': 113478.17300000016, 'edge_length_avg': 70.61491785936538, 'street_length_total': 56828.863000000114, 'street_length_avg': 70.41990458488242, 'street_segments_count': 807, 'node_density_km': 146.7846603911263, 'intersection_density_km': 121.57164899741242, 'edge_density_km': 28327.98483947364, 'street_density_km': 14186.403666443639, 'circuity_avg': 1.0473483497842362, 'self_loop_proportion': 0.002489110143123833, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473483497842362\n", - "525\n", - "14023578.03339362\n", - "{'n': 1449, 'm': 3958, 'k_avg': 5.463077984817115, 'intersection_count': 1255, 'streets_per_node_avg': 2.971014492753623, 'streets_per_node_counts': {0: 0, 1: 194, 2: 6, 3: 909, 4: 330, 5: 9, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13388543823326432, 2: 0.004140786749482402, 3: 0.6273291925465838, 4: 0.2277432712215321, 5: 0.006211180124223602, 6: 0.0, 7: 0.0006901311249137336}, 'edge_length_total': 297182.45300000004, 'edge_length_avg': 75.08399519959576, 'street_length_total': 154124.2370000001, 'street_length_avg': 72.3927839361203, 'street_segments_count': 2129, 'node_density_km': 103.32598403557006, 'intersection_density_km': 89.49213938208449, 'edge_density_km': 21191.62829146277, 'street_density_km': 10990.364701005126, 'circuity_avg': 1.0628730928250403, 'self_loop_proportion': 0.003031834259727135, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0628730928250403\n", - "526\n", - "9006934.465894612\n", - "{'n': 426, 'm': 1222, 'k_avg': 5.737089201877934, 'intersection_count': 369, 'streets_per_node_avg': 2.9131455399061035, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 293, 4: 75, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13380281690140844, 2: 0.0, 3: 0.687793427230047, 4: 0.176056338028169, 5: 0.002347417840375587}, 'edge_length_total': 143078.93000000014, 'edge_length_avg': 117.08586743044201, 'street_length_total': 71539.46499999998, 'street_length_avg': 117.08586743044187, 'street_segments_count': 611, 'node_density_km': 47.29689125785015, 'intersection_density_km': 40.968433976870195, 'edge_density_km': 15885.419233567041, 'street_density_km': 7942.709616783511, 'circuity_avg': 1.0309376545454438, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0309376545454438\n", - "527\n", - "5004133.349431175\n", - "{'n': 241, 'm': 668, 'k_avg': 5.54356846473029, 'intersection_count': 213, 'streets_per_node_avg': 2.925311203319502, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 176, 4: 36, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11618257261410789, 2: 0.0, 3: 0.7302904564315352, 4: 0.14937759336099585, 5: 0.004149377593360996}, 'edge_length_total': 57917.870000000075, 'edge_length_avg': 86.70339820359293, 'street_length_total': 29528.775999999998, 'street_length_avg': 86.34145029239765, 'street_segments_count': 342, 'node_density_km': 48.16018742334169, 'intersection_density_km': 42.56481295092025, 'edge_density_km': 11574.00611767943, 'street_density_km': 5900.877122580389, 'circuity_avg': 1.0326166478330518, 'self_loop_proportion': 0.0029940119760479044, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0326166478330518\n", - "528\n", - "3002685.052703489\n", - "{'n': 259, 'm': 694, 'k_avg': 5.359073359073359, 'intersection_count': 225, 'streets_per_node_avg': 2.8803088803088803, 'streets_per_node_counts': {0: 0, 1: 34, 2: 1, 3: 188, 4: 34, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13127413127413126, 2: 0.003861003861003861, 3: 0.7258687258687259, 4: 0.13127413127413126, 5: 0.007722007722007722}, 'edge_length_total': 53591.59600000008, 'edge_length_avg': 77.22131988472634, 'street_length_total': 27332.376000000022, 'street_length_avg': 76.77633707865175, 'street_segments_count': 356, 'node_density_km': 86.25613257934177, 'intersection_density_km': 74.93293370792239, 'edge_density_km': 17847.891157198952, 'street_density_km': 9102.644972835602, 'circuity_avg': 1.0473615741811382, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473615741811382\n", - "529\n", - "47041741.87000335\n", - "{'n': 9907, 'm': 27837, 'k_avg': 5.619662864641163, 'intersection_count': 8451, 'streets_per_node_avg': 2.968305238720097, 'streets_per_node_counts': {0: 0, 1: 1456, 2: 13, 3: 5892, 4: 2485, 5: 57, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14696679115776723, 2: 0.0013122034924800646, 3: 0.5947309982840416, 4: 0.2508327445240739, 5: 0.00575350762087413, 6: 0.0004037549207630968}, 'edge_length_total': 1422803.6169999961, 'edge_length_avg': 51.11195951431534, 'street_length_total': 748905.7220000013, 'street_length_avg': 51.12333415250197, 'street_segments_count': 14649, 'node_density_km': 210.60019476696505, 'intersection_density_km': 179.6489599248634, 'edge_density_km': 30245.555552169328, 'street_density_km': 15920.02532707125, 'circuity_avg': 1.068971658857793, 'self_loop_proportion': 0.0029457197255451377, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068971658857793\n", - "530\n", - "25020778.154151663\n", - "{'n': 7985, 'm': 23908, 'k_avg': 5.988227927363807, 'intersection_count': 7153, 'streets_per_node_avg': 3.086036318096431, 'streets_per_node_counts': {0: 0, 1: 832, 2: 1, 3: 4831, 4: 2291, 5: 29, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1041953663118347, 2: 0.00012523481527864746, 3: 0.605009392611146, 4: 0.28691296180338133, 5: 0.0036318096430807763, 6: 0.00012523481527864746}, 'edge_length_total': 1028210.1089999994, 'edge_length_avg': 43.00694784172659, 'street_length_total': 520603.0130000015, 'street_length_avg': 42.69337485648692, 'street_segments_count': 12194, 'node_density_km': 319.13475875150027, 'intersection_density_km': 285.88239566054875, 'edge_density_km': 41094.24985367171, 'street_density_km': 20806.82742129739, 'circuity_avg': 1.0407373137304914, 'self_loop_proportion': 0.0012548101054040489, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407373137304914\n", - "531\n", - "23019585.32328481\n", - "{'n': 6999, 'm': 19275, 'k_avg': 5.507929704243463, 'intersection_count': 5940, 'streets_per_node_avg': 2.9438491213030433, 'streets_per_node_counts': {0: 0, 1: 1059, 2: 20, 3: 4217, 4: 1665, 5: 34, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15130732961851692, 2: 0.002857551078725532, 3: 0.6025146449492784, 4: 0.23789112730390055, 5: 0.004857836833833405, 6: 0.0005715102157451065}, 'edge_length_total': 947169.3270000045, 'edge_length_avg': 49.13978350194576, 'street_length_total': 507609.5189999987, 'street_length_avg': 49.56640162093533, 'street_segments_count': 10241, 'node_density_km': 304.0454422487081, 'intersection_density_km': 258.04113829937506, 'edge_density_km': 41146.237592817204, 'street_density_km': 22051.201699386856, 'circuity_avg': 1.065444232122718, 'self_loop_proportion': 0.0033722438391699094, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065444232122718\n", - "532\n", - "29028596.50721533\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 4859, 'm': 14004, 'k_avg': 5.764149001852233, 'intersection_count': 4249, 'streets_per_node_avg': 2.9946491047540644, 'streets_per_node_counts': {0: 0, 1: 610, 2: 7, 3: 3066, 4: 1153, 5: 21, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12554023461617617, 2: 0.0014406256431364478, 3: 0.6309940316937641, 4: 0.2372916237909035, 5: 0.004321876929409343, 6: 0.00041160732661041366}, 'edge_length_total': 824257.8709999991, 'edge_length_avg': 58.85874542987712, 'street_length_total': 420008.6660000007, 'street_length_avg': 58.068390156228496, 'street_segments_count': 7233, 'node_density_km': 167.3866664133159, 'intersection_density_km': 146.37290504016863, 'edge_density_km': 28394.68559202034, 'street_density_km': 14468.789970455638, 'circuity_avg': 1.0563841826854634, 'self_loop_proportion': 0.0028563267637817767, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0563841826854634\n", - "533\n", - "16011280.595517393\n", - "{'n': 3369, 'm': 9772, 'k_avg': 5.801127931136836, 'intersection_count': 2934, 'streets_per_node_avg': 3.021074502819828, 'streets_per_node_counts': {0: 0, 1: 435, 2: 1, 3: 2004, 4: 916, 5: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12911843276936777, 2: 0.00029682398337785694, 3: 0.5948352626892253, 4: 0.27189076877411694, 5: 0.00385871178391214}, 'edge_length_total': 484105.84600000025, 'edge_length_avg': 49.54009885386822, 'street_length_total': 246513.2680000001, 'street_length_avg': 48.804844189269474, 'street_segments_count': 5051, 'node_density_km': 210.41415019253387, 'intersection_density_km': 183.24580488717552, 'edge_density_km': 30235.298364300303, 'street_density_km': 15396.224338796192, 'circuity_avg': 1.0470019018831087, 'self_loop_proportion': 0.002148997134670487, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0470019018831087\n", - "534\n", - "8011415.494948122\n", - "{'n': 799, 'm': 2265, 'k_avg': 5.669586983729662, 'intersection_count': 725, 'streets_per_node_avg': 3.0200250312891113, 'streets_per_node_counts': {0: 0, 1: 74, 2: 1, 3: 564, 4: 155, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09261576971214018, 2: 0.0012515644555694619, 3: 0.7058823529411765, 4: 0.1939924906132666, 5: 0.006257822277847309}, 'edge_length_total': 169831.7799999999, 'edge_length_avg': 74.98091832229576, 'street_length_total': 86353.61799999999, 'street_length_avg': 72.56606554621848, 'street_segments_count': 1190, 'node_density_km': 99.73268775085221, 'intersection_density_km': 90.49586810934649, 'edge_density_km': 21198.723260214538, 'street_density_km': 10778.821552128122, 'circuity_avg': 1.0970828211706478, 'self_loop_proportion': 0.0026490066225165563, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0970828211706478\n", - "535\n", - "20016384.487123527\n", - "{'n': 3646, 'm': 10372, 'k_avg': 5.689522764673615, 'intersection_count': 3050, 'streets_per_node_avg': 2.899616017553483, 'streets_per_node_counts': {0: 0, 1: 596, 2: 0, 3: 2268, 4: 741, 5: 38, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1634668129456939, 2: 0.0, 3: 0.6220515633571037, 4: 0.20323642347778387, 5: 0.010422380691168404, 6: 0.0008228195282501371}, 'edge_length_total': 585085.301, 'edge_length_avg': 56.4100752988816, 'street_length_total': 295421.78300000104, 'street_length_avg': 56.31372150209703, 'street_segments_count': 5246, 'node_density_km': 182.15077764645557, 'intersection_density_km': 152.3751705490097, 'edge_density_km': 29230.318860850388, 'street_density_km': 14758.99821918613, 'circuity_avg': 1.0681833501029097, 'self_loop_proportion': 0.003470883146934053, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0681833501029097\n", - "536\n", - "8006635.501116214\n", - "{'n': 609, 'm': 1735, 'k_avg': 5.697865353037767, 'intersection_count': 546, 'streets_per_node_avg': 3.0295566502463056, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 411, 4: 128, 5: 5, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10344827586206896, 2: 0.0, 3: 0.6748768472906403, 4: 0.21018062397372742, 5: 0.008210180623973728, 6: 0.003284072249589491}, 'edge_length_total': 142071.7840000001, 'edge_length_avg': 81.88575446685884, 'street_length_total': 71936.0700000001, 'street_length_avg': 80.82704494382033, 'street_segments_count': 890, 'node_density_km': 76.06191138776065, 'intersection_density_km': 68.19343779592333, 'edge_density_km': 17744.255246812936, 'street_density_km': 8984.556620564455, 'circuity_avg': 1.0585393855113936, 'self_loop_proportion': 0.00345821325648415, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0585393855113936\n", - "537\n", - "9006481.113649216\n", - "{'n': 701, 'm': 1911, 'k_avg': 5.452211126961483, 'intersection_count': 602, 'streets_per_node_avg': 2.8930099857346647, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 479, 4: 123}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14122681883024252, 2: 0.0, 3: 0.6833095577746077, 4: 0.1754636233951498}, 'edge_length_total': 125753.99500000042, 'edge_length_avg': 65.80533490319226, 'street_length_total': 64181.50599999994, 'street_length_avg': 64.43926305220877, 'street_segments_count': 996, 'node_density_km': 77.83283961342491, 'intersection_density_km': 66.84075527429643, 'edge_density_km': 13962.611303256022, 'street_density_km': 7126.146737012931, 'circuity_avg': 1.0792604734679077, 'self_loop_proportion': 0.00837257980115123, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0792604734679077\n", - "538\n", - "10007085.674305594\n", - "{'n': 747, 'm': 1988, 'k_avg': 5.322623828647925, 'intersection_count': 633, 'streets_per_node_avg': 2.969210174029451, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 437, 4: 189, 5: 5, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15261044176706828, 2: 0.0, 3: 0.5850066934404283, 4: 0.25301204819277107, 5: 0.006693440428380187, 6: 0.002677376171352075}, 'edge_length_total': 155769.92299999966, 'edge_length_avg': 78.35509205231371, 'street_length_total': 82318.4919999999, 'street_length_avg': 75.86957788018424, 'street_segments_count': 1085, 'node_density_km': 74.64710749084652, 'intersection_density_km': 63.255179440034595, 'edge_density_km': 15565.962765758848, 'street_density_km': 8226.020509783642, 'circuity_avg': 1.054231612956266, 'self_loop_proportion': 0.007042253521126761, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054231612956266\n", - "539\n", - "6004405.138825873\n", - "{'n': 147, 'm': 420, 'k_avg': 5.714285714285714, 'intersection_count': 130, 'streets_per_node_avg': 3.0408163265306123, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 90, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11564625850340136, 2: 0.0, 3: 0.6122448979591837, 4: 0.272108843537415}, 'edge_length_total': 63188.07399999997, 'edge_length_avg': 150.44779523809518, 'street_length_total': 31594.037000000004, 'street_length_avg': 150.44779523809527, 'street_segments_count': 210, 'node_density_km': 24.482025546454885, 'intersection_density_km': 21.650770891422685, 'edge_density_km': 10523.61933264817, 'street_density_km': 5261.809666324088, 'circuity_avg': 1.035379040839578, 'self_loop_proportion': 0.004761904761904762, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035379040839578\n", - "540\n", - "129086915.23864098\n", - "{'n': 41603, 'm': 109228, 'k_avg': 5.250967478306853, 'intersection_count': 32275, 'streets_per_node_avg': 2.7644400644184315, 'streets_per_node_counts': {0: 0, 1: 9328, 2: 37, 3: 23602, 4: 8399, 5: 217, 6: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22421459990866044, 2: 0.0008893589404610244, 3: 0.5673148571016513, 4: 0.20188447948465255, 5: 0.0052159700021633055, 6: 0.00048073456241136457}, 'edge_length_total': 4286804.515999958, 'edge_length_avg': 39.24638843519938, 'street_length_total': 2254916.2360000005, 'street_length_avg': 39.30890865351092, 'street_segments_count': 57364, 'node_density_km': 322.28673156445933, 'intersection_density_km': 250.02534099086424, 'edge_density_km': 33208.668036376956, 'street_density_km': 17468.201419418627, 'circuity_avg': 1.0608519541979862, 'self_loop_proportion': 0.0023528765517999047, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0608519541979862\n", - "541\n", - "8007948.569021595\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1490, 'm': 4008, 'k_avg': 5.379865771812081, 'intersection_count': 1256, 'streets_per_node_avg': 2.8818791946308724, 'streets_per_node_counts': {0: 0, 1: 234, 2: 4, 3: 966, 4: 276, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15704697986577182, 2: 0.0026845637583892616, 3: 0.6483221476510067, 4: 0.18523489932885906, 5: 0.006711409395973154}, 'edge_length_total': 202704.02000000008, 'edge_length_avg': 50.57485528942118, 'street_length_total': 105211.71500000001, 'street_length_avg': 49.863372037914694, 'street_segments_count': 2110, 'node_density_km': 186.06513105790927, 'intersection_density_km': 156.8441641669356, 'edge_density_km': 25312.852380714816, 'street_density_km': 13138.410429733154, 'circuity_avg': 1.0626441134764573, 'self_loop_proportion': 0.004491017964071856, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0626441134764573\n", - "542\n", - "20013685.54305191\n", - "{'n': 522, 'm': 1442, 'k_avg': 5.524904214559387, 'intersection_count': 455, 'streets_per_node_avg': 2.8831417624521074, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 384, 4: 69, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12835249042145594, 2: 0.0, 3: 0.735632183908046, 4: 0.13218390804597702, 5: 0.0038314176245210726}, 'edge_length_total': 228782.345, 'edge_length_avg': 158.65627253814148, 'street_length_total': 116024.257, 'street_length_avg': 157.42775712347353, 'street_segments_count': 737, 'node_density_km': 26.08215257889975, 'intersection_density_km': 22.734443339845566, 'edge_density_km': 11431.295075954948, 'street_density_km': 5797.245927064133, 'circuity_avg': 1.0595261924884536, 'self_loop_proportion': 0.004160887656033287, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0595261924884536\n", - "543\n", - "11007895.489967963\n", - "{'n': 581, 'm': 1635, 'k_avg': 5.628227194492255, 'intersection_count': 486, 'streets_per_node_avg': 2.9483648881239244, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 327, 4: 158, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16351118760757316, 2: 0.0, 3: 0.5628227194492255, 4: 0.2719449225473322, 5: 0.0017211703958691911}, 'edge_length_total': 179568.44900000023, 'edge_length_avg': 109.82779755351696, 'street_length_total': 90767.04799999991, 'street_length_avg': 109.22629121540302, 'street_segments_count': 831, 'node_density_km': 52.780297608157156, 'intersection_density_km': 44.150128463966226, 'edge_density_km': 16312.695661368678, 'street_density_km': 8245.631336409433, 'circuity_avg': 1.0834910689257262, 'self_loop_proportion': 0.003669724770642202, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0834910689257262\n", - "544\n", - "9013651.880018104\n", - "{'n': 443, 'm': 1193, 'k_avg': 5.3860045146726865, 'intersection_count': 391, 'streets_per_node_avg': 2.8645598194130923, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 348, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11738148984198646, 2: 0.0, 3: 0.7855530474040632, 4: 0.09480812641083522, 5: 0.002257336343115124}, 'edge_length_total': 120199.53100000022, 'edge_length_avg': 100.7540075440069, 'street_length_total': 61121.59099999998, 'street_length_avg': 98.26622347266877, 'street_segments_count': 622, 'node_density_km': 49.14767132088423, 'intersection_density_km': 43.37864443897457, 'edge_density_km': 13335.275490998749, 'street_density_km': 6781.001952770914, 'circuity_avg': 1.0509164002722688, 'self_loop_proportion': 0.0016764459346186086, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0509164002722688\n", - "545\n", - "17018161.925080843\n", - "{'n': 509, 'm': 1382, 'k_avg': 5.4302554027504915, 'intersection_count': 435, 'streets_per_node_avg': 2.821218074656189, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 383, 4: 48, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14538310412573674, 2: 0.0, 3: 0.7524557956777996, 4: 0.09430255402750491, 5: 0.005893909626719057, 6: 0.0019646365422396855}, 'edge_length_total': 212682.8049999999, 'edge_length_avg': 153.89493849493482, 'street_length_total': 106701.11500000002, 'street_length_avg': 152.64823319027184, 'street_segments_count': 699, 'node_density_km': 29.90922299604233, 'intersection_density_km': 25.56092731488883, 'edge_density_km': 12497.401654555568, 'street_density_km': 6269.837804442746, 'circuity_avg': 1.0641871419972249, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641871419972249\n", - "546\n", - "9010456.114727944\n", - "{'n': 1492, 'm': 3880, 'k_avg': 5.201072386058981, 'intersection_count': 1201, 'streets_per_node_avg': 2.7627345844504023, 'streets_per_node_counts': {0: 0, 1: 291, 2: 2, 3: 975, 4: 218, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1950402144772118, 2: 0.0013404825737265416, 3: 0.653485254691689, 4: 0.14611260053619302, 5: 0.004021447721179625}, 'edge_length_total': 226889.142, 'edge_length_avg': 58.47658298969072, 'street_length_total': 116862.01200000032, 'street_length_avg': 57.426050122850285, 'street_segments_count': 2035, 'node_density_km': 165.58540222633874, 'intersection_density_km': 133.28958986181826, 'edge_density_km': 25180.65002604483, 'street_density_km': 12969.600041554475, 'circuity_avg': 1.0670190050262462, 'self_loop_proportion': 0.002061855670103093, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0670190050262462\n", - "547\n", - "8008813.034651294\n", - "{'n': 868, 'm': 2272, 'k_avg': 5.235023041474655, 'intersection_count': 707, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 161, 2: 1, 3: 602, 4: 102, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18548387096774194, 2: 0.001152073732718894, 3: 0.6935483870967742, 4: 0.1175115207373272, 5: 0.002304147465437788}, 'edge_length_total': 187875.30800000014, 'edge_length_avg': 82.69159683098597, 'street_length_total': 94981.55199999991, 'street_length_avg': 81.81012230835479, 'street_segments_count': 1161, 'node_density_km': 108.3806047468547, 'intersection_density_km': 88.27775064058326, 'edge_density_km': 23458.570850278345, 'street_density_km': 11859.629084740573, 'circuity_avg': 1.042682787025919, 'self_loop_proportion': 0.0035211267605633804, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042682787025919\n", - "548\n", - "13008661.391892448\n", - "{'n': 60, 'm': 144, 'k_avg': 4.8, 'intersection_count': 47, 'streets_per_node_avg': 2.716666666666667, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 38, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21666666666666667, 2: 0.0, 3: 0.6333333333333333, 4: 0.15}, 'edge_length_total': 44994.00399999999, 'edge_length_avg': 312.45836111111106, 'street_length_total': 22497.002, 'street_length_avg': 312.4583611111111, 'street_segments_count': 72, 'node_density_km': 4.612311612430358, 'intersection_density_km': 3.6129774297371138, 'edge_density_km': 3458.772785648966, 'street_density_km': 1729.3863928244832, 'circuity_avg': 1.0730952318544091, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0730952318544091\n", - "549\n", - "15016183.411490299\n", - "{'n': 3131, 'm': 8576, 'k_avg': 5.478122005748962, 'intersection_count': 2560, 'streets_per_node_avg': 2.8738422229319704, 'streets_per_node_counts': {0: 0, 1: 571, 2: 1, 3: 1826, 4: 719, 5: 13, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18236984988821464, 2: 0.00031938677738741617, 3: 0.5832002555094219, 4: 0.22963909294155221, 5: 0.00415202810603641, 6: 0.00031938677738741617}, 'edge_length_total': 374373.57499999576, 'edge_length_avg': 43.65363514458906, 'street_length_total': 193511.4339999996, 'street_length_avg': 43.233117515638874, 'street_segments_count': 4476, 'node_density_km': 208.5083748780117, 'intersection_density_km': 170.48273385107314, 'edge_density_km': 24931.340057655874, 'street_density_km': 12886.85871084431, 'circuity_avg': 1.0514621890560265, 'self_loop_proportion': 0.0013992537313432835, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0514621890560265\n", - "550\n", - "5005442.230596203\n", - "{'n': 46, 'm': 118, 'k_avg': 5.130434782608695, 'intersection_count': 35, 'streets_per_node_avg': 2.717391304347826, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 26, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2391304347826087, 2: 0.0, 3: 0.5652173913043478, 4: 0.1956521739130435}, 'edge_length_total': 28476.358, 'edge_length_avg': 241.32506779661017, 'street_length_total': 14238.178999999996, 'street_length_avg': 241.3250677966101, 'street_segments_count': 59, 'node_density_km': 9.189997183230082, 'intersection_density_km': 6.992389161153323, 'edge_density_km': 5689.079343666334, 'street_density_km': 2844.5396718331667, 'circuity_avg': 1.0892562836054407, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0892562836054407\n", - "551\n", - "11017507.764500959\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1163, 'm': 3405, 'k_avg': 5.8555460017196905, 'intersection_count': 1045, 'streets_per_node_avg': 3.054170249355116, 'streets_per_node_counts': {0: 0, 1: 118, 2: 3, 3: 745, 4: 292, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10146173688736028, 2: 0.0025795356835769563, 3: 0.6405846947549441, 4: 0.2510748065348237, 5: 0.004299226139294927}, 'edge_length_total': 196170.49200000017, 'edge_length_avg': 57.61247929515424, 'street_length_total': 100167.22399999994, 'street_length_avg': 56.97794311717858, 'street_segments_count': 1758, 'node_density_km': 105.55926302564112, 'intersection_density_km': 94.84903685450986, 'edge_density_km': 17805.34184256014, 'street_density_km': 9091.640881138697, 'circuity_avg': 1.0891401942211063, 'self_loop_proportion': 0.002936857562408223, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0891401942211063\n", - "552\n", - "7005881.182248307\n", - "{'n': 206, 'm': 553, 'k_avg': 5.368932038834951, 'intersection_count': 174, 'streets_per_node_avg': 2.8592233009708736, 'streets_per_node_counts': {0: 0, 1: 32, 2: 1, 3: 138, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1553398058252427, 2: 0.0048543689320388345, 3: 0.6699029126213593, 4: 0.1650485436893204, 5: 0.0048543689320388345}, 'edge_length_total': 84916.75000000006, 'edge_length_avg': 153.55650994575055, 'street_length_total': 43231.63999999999, 'street_length_avg': 154.39871428571425, 'street_segments_count': 280, 'node_density_km': 29.40386721401562, 'intersection_density_km': 24.836276190479214, 'edge_density_km': 12120.78078274642, 'street_density_km': 6170.76408739867, 'circuity_avg': 1.0371486330010955, 'self_loop_proportion': 0.003616636528028933, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0371486330010955\n", - "553\n", - "15009572.413378712\n", - "{'n': 302, 'm': 808, 'k_avg': 5.3509933774834435, 'intersection_count': 250, 'streets_per_node_avg': 2.7682119205298013, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 218, 4: 30, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17218543046357615, 2: 0.0, 3: 0.7218543046357616, 4: 0.09933774834437085, 5: 0.006622516556291391}, 'edge_length_total': 142731.49000000005, 'edge_length_avg': 176.6478836633664, 'street_length_total': 71365.74499999994, 'street_length_avg': 176.64788366336617, 'street_segments_count': 404, 'node_density_km': 20.120493221433392, 'intersection_density_km': 16.656037434961416, 'edge_density_km': 9509.364162351289, 'street_density_km': 4754.682081175638, 'circuity_avg': 1.0539611412112584, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0539611412112584\n", - "554\n", - "7006322.490703665\n", - "{'n': 60, 'm': 166, 'k_avg': 5.533333333333333, 'intersection_count': 50, 'streets_per_node_avg': 2.85, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 39, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.65, 4: 0.18333333333333332}, 'edge_length_total': 33361.804, 'edge_length_avg': 200.97472289156624, 'street_length_total': 16680.901999999995, 'street_length_avg': 200.9747228915662, 'street_segments_count': 83, 'node_density_km': 8.563693732284086, 'intersection_density_km': 7.136411443570072, 'edge_density_km': 4761.671196874836, 'street_density_km': 2380.8355984374175, 'circuity_avg': 1.054390658288349, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054390658288349\n", - "555\n", - "20035381.191301636\n", - "{'n': 1116, 'm': 2776, 'k_avg': 4.974910394265233, 'intersection_count': 910, 'streets_per_node_avg': 2.774193548387097, 'streets_per_node_counts': {0: 0, 1: 206, 2: 2, 3: 750, 4: 155, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18458781362007168, 2: 0.0017921146953405018, 3: 0.6720430107526881, 4: 0.1388888888888889, 5: 0.0017921146953405018, 6: 0.0008960573476702509}, 'edge_length_total': 273925.5110000009, 'edge_length_avg': 98.67633681556228, 'street_length_total': 142353.49199999974, 'street_length_avg': 94.14913492063475, 'street_segments_count': 1512, 'node_density_km': 55.70146079798629, 'intersection_density_km': 45.419649933841875, 'edge_density_km': 13672.088810515155, 'street_density_km': 7105.105245604338, 'circuity_avg': 1.0536501019250133, 'self_loop_proportion': 0.005763688760806916, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0536501019250133\n", - "556\n", - "12013534.379208451\n", - "{'n': 2014, 'm': 6187, 'k_avg': 6.143992055610725, 'intersection_count': 1856, 'streets_per_node_avg': 3.1295928500496526, 'streets_per_node_counts': {0: 0, 1: 158, 2: 1, 3: 1286, 4: 560, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07845084409136048, 2: 0.0004965243296921549, 3: 0.6385302879841113, 4: 0.27805362462760674, 5: 0.004468718967229395}, 'edge_length_total': 324626.01099999994, 'edge_length_avg': 52.46904978180054, 'street_length_total': 163320.8819999998, 'street_length_avg': 52.145875478927145, 'street_segments_count': 3132, 'node_density_km': 167.64425325868993, 'intersection_density_km': 154.4924200834799, 'edge_density_km': 27021.69076586011, 'street_density_km': 13594.740468937727, 'circuity_avg': 1.067216212788701, 'self_loop_proportion': 0.0022628091158881525, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067216212788701\n", - "557\n", - "4005859.6268961444\n", - "{'n': 179, 'm': 490, 'k_avg': 5.4748603351955305, 'intersection_count': 156, 'streets_per_node_avg': 2.983240223463687, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 113, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12849162011173185, 2: 0.0, 3: 0.6312849162011173, 4: 0.24022346368715083}, 'edge_length_total': 77052.844, 'edge_length_avg': 157.25070204081632, 'street_length_total': 38526.42199999997, 'street_length_avg': 157.2507020408162, 'street_segments_count': 245, 'node_density_km': 44.68454131496724, 'intersection_density_km': 38.94295220745748, 'edge_density_km': 19235.033470132545, 'street_density_km': 9617.516735066265, 'circuity_avg': 1.0224821772709343, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0224821772709343\n", - "558\n", - "12009049.299799385\n", - "{'n': 2409, 'm': 6391, 'k_avg': 5.30593607305936, 'intersection_count': 1877, 'streets_per_node_avg': 2.7148194271481945, 'streets_per_node_counts': {0: 0, 1: 532, 2: 1, 3: 1501, 4: 373, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22083852220838524, 2: 0.00041511000415110004, 3: 0.6230801162308012, 4: 0.15483603154836031, 5: 0.00041511000415110004, 6: 0.00041511000415110004}, 'edge_length_total': 331546.40599999955, 'edge_length_avg': 51.87707807854789, 'street_length_total': 168039.26600000024, 'street_length_avg': 51.80002034525285, 'street_segments_count': 3244, 'node_density_km': 200.5987268317937, 'intersection_density_km': 156.2988004413768, 'edge_density_km': 27608.0477082843, 'street_density_km': 13992.720140037012, 'circuity_avg': 1.0814292439229467, 'self_loop_proportion': 0.0018776404318572994, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0814292439229467\n", - "559\n", - "8005081.874462851\n", - "{'n': 326, 'm': 888, 'k_avg': 5.447852760736196, 'intersection_count': 287, 'streets_per_node_avg': 2.914110429447853, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 237, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1196319018404908, 2: 0.0, 3: 0.7269938650306749, 4: 0.15337423312883436}, 'edge_length_total': 123804.16199999997, 'edge_length_avg': 139.41910135135132, 'street_length_total': 62056.68799999997, 'street_length_avg': 139.4532314606741, 'street_segments_count': 445, 'node_density_km': 40.724130635062984, 'intersection_density_km': 35.8522254363898, 'edge_density_km': 15465.695909363494, 'street_density_km': 7752.1615610163935, 'circuity_avg': 1.0735754682264038, 'self_loop_proportion': 0.0022522522522522522, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0735754682264038\n", - "560\n", - "24015906.908479486\n", - "{'n': 5986, 'm': 15673, 'k_avg': 5.236551954560642, 'intersection_count': 4711, 'streets_per_node_avg': 2.727029736050785, 'streets_per_node_counts': {0: 0, 1: 1275, 2: 7, 3: 3808, 4: 871, 5: 23, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21299699298362845, 2: 0.0011693952555963916, 3: 0.636151019044437, 4: 0.14550618108920815, 5: 0.003842298696959572, 6: 0.0003341129301703976}, 'edge_length_total': 803088.8420000004, 'edge_length_avg': 51.24027576086266, 'street_length_total': 411939.63899999805, 'street_length_avg': 50.850467720034324, 'street_segments_count': 8101, 'node_density_km': 249.25146582269917, 'intersection_density_km': 196.1616531057026, 'edge_density_km': 33439.87154265856, 'street_density_km': 17152.782968797703, 'circuity_avg': 1.083643005004857, 'self_loop_proportion': 0.0039558476360620175, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.083643005004857\n", - "561\n", - "11007507.8820013\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 241, 'm': 627, 'k_avg': 5.203319502074689, 'intersection_count': 207, 'streets_per_node_avg': 2.8132780082987554, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 185, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14107883817427386, 2: 0.0, 3: 0.7676348547717843, 4: 0.08713692946058091, 5: 0.004149377593360996}, 'edge_length_total': 118687.80700000004, 'edge_length_avg': 189.29474800637965, 'street_length_total': 59589.27000000003, 'street_length_avg': 183.9175000000001, 'street_segments_count': 324, 'node_density_km': 21.89414739316846, 'intersection_density_km': 18.805346516123947, 'edge_density_km': 10782.441245767353, 'street_density_km': 5413.511454071835, 'circuity_avg': 1.052567627585738, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052567627585738\n", - "562\n", - "5004232.44753889\n", - "error with entry 562\n", - "563\n", - "6007198.426132673\n", - "{'n': 112, 'm': 281, 'k_avg': 5.017857142857143, 'intersection_count': 85, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 59, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24107142857142858, 2: 0.0, 3: 0.5267857142857143, 4: 0.23214285714285715}, 'edge_length_total': 58557.205999999984, 'edge_length_avg': 208.38863345195725, 'street_length_total': 29914.064, 'street_length_avg': 209.18925874125873, 'street_segments_count': 143, 'node_density_km': 18.644298399196312, 'intersection_density_km': 14.149690749390059, 'edge_density_km': 9747.839482921503, 'street_density_km': 4979.702995970143, 'circuity_avg': 1.02874874749652, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.02874874749652\n", - "564\n", - "6003834.060548285\n", - "{'n': 194, 'm': 511, 'k_avg': 5.268041237113402, 'intersection_count': 162, 'streets_per_node_avg': 2.8711340206185567, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 125, 4: 35, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16494845360824742, 2: 0.0, 3: 0.6443298969072165, 4: 0.18041237113402062, 5: 0.010309278350515464}, 'edge_length_total': 63222.75599999998, 'edge_length_avg': 123.72359295499018, 'street_length_total': 31866.35899999998, 'street_length_avg': 120.70590530303022, 'street_segments_count': 264, 'node_density_km': 32.31268520141002, 'intersection_density_km': 26.982757745507335, 'edge_density_km': 10530.396970069876, 'street_density_km': 5307.668179804734, 'circuity_avg': 1.0490533360597667, 'self_loop_proportion': 0.003913894324853229, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0490533360597667\n", - "565\n", - "18023819.591339327\n", - "{'n': 3956, 'm': 10754, 'k_avg': 5.43680485338726, 'intersection_count': 3268, 'streets_per_node_avg': 2.859959555106168, 'streets_per_node_counts': {0: 0, 1: 688, 2: 13, 3: 2444, 4: 789, 5: 20, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17391304347826086, 2: 0.0032861476238624874, 3: 0.6177957532861477, 4: 0.1994438827098079, 5: 0.005055611729019211, 6: 0.0005055611729019212}, 'edge_length_total': 485479.5999999998, 'edge_length_avg': 45.14409522038309, 'street_length_total': 251058.58799999923, 'street_length_avg': 44.72805772314257, 'street_segments_count': 5613, 'node_density_km': 219.48732786367367, 'intersection_density_km': 181.3156186699913, 'edge_density_km': 26935.444928292494, 'street_density_km': 13929.266586791406, 'circuity_avg': 1.0676341521569854, 'self_loop_proportion': 0.004928398735354287, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0676341521569854\n", - "566\n", - "48060900.33250797\n", - "{'n': 2940, 'm': 7972, 'k_avg': 5.42312925170068, 'intersection_count': 2398, 'streets_per_node_avg': 2.7700680272108844, 'streets_per_node_counts': {0: 0, 1: 542, 2: 0, 3: 1998, 4: 393, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18435374149659864, 2: 0.0, 3: 0.6795918367346939, 4: 0.1336734693877551, 5: 0.0020408163265306124, 6: 0.0003401360544217687}, 'edge_length_total': 822740.9689999998, 'edge_length_avg': 103.20383454591067, 'street_length_total': 413449.5500000002, 'street_length_avg': 102.82256901268347, 'street_segments_count': 4021, 'node_density_km': 61.17238711009768, 'intersection_density_km': 49.895028670072875, 'edge_density_km': 17118.717362926825, 'street_density_km': 8602.617660916905, 'circuity_avg': 1.0630633125682318, 'self_loop_proportion': 0.002508780732563974, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630633125682318\n", - "567\n", - "10006395.873373434\n", - "{'n': 1279, 'm': 3673, 'k_avg': 5.743549648162627, 'intersection_count': 1161, 'streets_per_node_avg': 3.029710711493354, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 889, 4: 270, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09225957779515247, 2: 0.0, 3: 0.6950742767787333, 4: 0.2111024237685692, 5: 0.001563721657544957}, 'edge_length_total': 231399.7019999995, 'edge_length_avg': 63.00019112442131, 'street_length_total': 122128.5919999999, 'street_length_avg': 64.07586149003143, 'street_segments_count': 1906, 'node_density_km': 127.81824906641572, 'intersection_density_km': 116.02579137303256, 'edge_density_km': 23125.17962793613, 'street_density_km': 12205.053002647892, 'circuity_avg': 1.0425695506573243, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0425695506573243\n", - "568\n", - "12008255.175558064\n", - "{'n': 744, 'm': 1847, 'k_avg': 4.96505376344086, 'intersection_count': 566, 'streets_per_node_avg': 2.5739247311827955, 'streets_per_node_counts': {0: 0, 1: 178, 2: 0, 3: 528, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.239247311827957, 2: 0.0, 3: 0.7096774193548387, 4: 0.04973118279569892, 5: 0.0013440860215053765}, 'edge_length_total': 203776.63600000017, 'edge_length_avg': 110.32844396318363, 'street_length_total': 102880.46700000015, 'street_length_avg': 109.56386261980846, 'street_segments_count': 939, 'node_density_km': 61.95737758091269, 'intersection_density_km': 47.1342415467696, 'edge_density_km': 16969.712337123947, 'street_density_km': 8567.478413467254, 'circuity_avg': 1.083506258725806, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.083506258725806\n", - "569\n", - "8006989.706230132\n", - "{'n': 147, 'm': 381, 'k_avg': 5.183673469387755, 'intersection_count': 116, 'streets_per_node_avg': 2.693877551020408, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 99, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2108843537414966, 2: 0.0, 3: 0.673469387755102, 4: 0.11564625850340136}, 'edge_length_total': 53387.16000000002, 'edge_length_avg': 140.1237795275591, 'street_length_total': 26807.698999999997, 'street_length_avg': 139.62343229166666, 'street_segments_count': 192, 'node_density_km': 18.358959533271445, 'intersection_density_km': 14.487342216731209, 'edge_density_km': 6667.569456029172, 'street_density_km': 3348.0371504838186, 'circuity_avg': 1.0528033635096445, 'self_loop_proportion': 0.010498687664041995, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0528033635096445\n", - "570\n", - "45029030.56421433\n", - "{'n': 1653, 'm': 4516, 'k_avg': 5.464004839685421, 'intersection_count': 1353, 'streets_per_node_avg': 2.8045977011494254, 'streets_per_node_counts': {0: 0, 1: 300, 2: 1, 3: 1078, 4: 270, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18148820326678766, 2: 0.0006049606775559589, 3: 0.6521476104053237, 4: 0.16333938294010888, 5: 0.0024198427102238356}, 'edge_length_total': 628948.606000001, 'edge_length_avg': 139.27117050487178, 'street_length_total': 315590.01599999977, 'street_length_avg': 137.99301093135102, 'street_segments_count': 2287, 'node_density_km': 36.7096510692744, 'intersection_density_km': 30.047282454161078, 'edge_density_km': 13967.624843778935, 'street_density_km': 7008.590059471698, 'circuity_avg': 1.0360428797133558, 'self_loop_proportion': 0.0008857395925597874, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0360428797133558\n", - "571\n", - "6003899.264245108\n", - "{'n': 361, 'm': 931, 'k_avg': 5.157894736842105, 'intersection_count': 294, 'streets_per_node_avg': 2.770083102493075, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 243, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18559556786703602, 2: 0.0, 3: 0.6731301939058172, 4: 0.14127423822714683}, 'edge_length_total': 76931.42700000003, 'edge_length_avg': 82.63311170784105, 'street_length_total': 38989.04499999999, 'street_length_avg': 80.72266045548652, 'street_segments_count': 483, 'node_density_km': 60.12759110564288, 'intersection_density_km': 48.968176689914145, 'edge_density_km': 12813.577246065419, 'street_density_km': 6493.953892962631, 'circuity_avg': 1.075286677446671, 'self_loop_proportion': 0.0021482277121374865, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075286677446671\n", - "572\n", - "14009190.419798829\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 228, 'm': 578, 'k_avg': 5.0701754385964914, 'intersection_count': 184, 'streets_per_node_avg': 2.662280701754386, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 173, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19298245614035087, 2: 0.0, 3: 0.7587719298245614, 4: 0.04824561403508772}, 'edge_length_total': 113808.536, 'edge_length_avg': 196.90058131487888, 'street_length_total': 57007.742, 'street_length_avg': 195.23199315068493, 'street_segments_count': 292, 'node_density_km': 16.275030402740008, 'intersection_density_km': 13.134235061860357, 'edge_density_km': 8123.848173207591, 'street_density_km': 4069.3102379015722, 'circuity_avg': 1.0573308072351364, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0573308072351364\n", - "573\n", - "20026281.485726696\n", - "{'n': 3579, 'm': 9750, 'k_avg': 5.448449287510478, 'intersection_count': 3036, 'streets_per_node_avg': 2.886560491757474, 'streets_per_node_counts': {0: 0, 1: 543, 2: 11, 3: 2359, 4: 644, 5: 19, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15171835708298406, 2: 0.003073484213467449, 3: 0.6591226599608829, 4: 0.17993853031573065, 5: 0.005308745459625594, 6: 0.0008382229673093043}, 'edge_length_total': 512031.48699999927, 'edge_length_avg': 52.51604994871787, 'street_length_total': 265564.48700000043, 'street_length_avg': 51.87819632740778, 'street_segments_count': 5119, 'node_density_km': 178.71515501022273, 'intersection_density_km': 151.6007853062409, 'edge_density_km': 25567.976130013893, 'street_density_km': 13260.798675444357, 'circuity_avg': 1.059552020721982, 'self_loop_proportion': 0.002358974358974359, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059552020721982\n", - "574\n", - "161153016.71128964\n", - "error with entry 574\n", - "575\n", - "14023409.31239429\n", - "{'n': 403, 'm': 992, 'k_avg': 4.923076923076923, 'intersection_count': 319, 'streets_per_node_avg': 2.7121588089330024, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 268, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20843672456575682, 2: 0.0, 3: 0.6650124069478908, 4: 0.12406947890818859, 5: 0.0024813895781637717}, 'edge_length_total': 151843.73199999976, 'edge_length_avg': 153.0682782258062, 'street_length_total': 80228.78900000005, 'street_length_avg': 149.96035327102814, 'street_segments_count': 535, 'node_density_km': 28.737662220542695, 'intersection_density_km': 22.74767803561568, 'edge_density_km': 10827.875634051125, 'street_density_km': 5721.061634355317, 'circuity_avg': 1.0484070605202263, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0484070605202263\n", - "576\n", - "7004375.505032695\n", - "{'n': 163, 'm': 454, 'k_avg': 5.570552147239264, 'intersection_count': 142, 'streets_per_node_avg': 2.8650306748466257, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 122, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12883435582822086, 2: 0.0, 3: 0.7484662576687117, 4: 0.12269938650306748}, 'edge_length_total': 75230.68199999993, 'edge_length_avg': 165.706348017621, 'street_length_total': 37615.341, 'street_length_avg': 165.70634801762114, 'street_segments_count': 227, 'node_density_km': 23.27116812667786, 'intersection_density_km': 20.273042171707093, 'edge_density_km': 10740.526681635805, 'street_density_km': 5370.263340817907, 'circuity_avg': 1.057633597854799, 'self_loop_proportion': 0.004405286343612335, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057633597854799\n", - "577\n", - "9006960.073409759\n", - "{'n': 1698, 'm': 4562, 'k_avg': 5.373380447585395, 'intersection_count': 1315, 'streets_per_node_avg': 2.7579505300353357, 'streets_per_node_counts': {0: 0, 1: 383, 2: 1, 3: 966, 4: 340, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22555948174322732, 2: 0.0005889281507656066, 3: 0.568904593639576, 4: 0.20023557126030625, 5: 0.004711425206124852}, 'edge_length_total': 171151.25299999944, 'edge_length_avg': 37.516714818062134, 'street_length_total': 86708.83799999976, 'street_length_avg': 37.29412387096764, 'street_segments_count': 2325, 'node_density_km': 188.5208756517991, 'intersection_density_km': 145.99820464199988, 'edge_density_km': 19002.11076823469, 'street_density_km': 9626.870474976411, 'circuity_avg': 1.047521204759456, 'self_loop_proportion': 0.00131521262604121, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047521204759456\n", - "578\n", - "20013720.337209787\n", - "{'n': 641, 'm': 1682, 'k_avg': 5.24804992199688, 'intersection_count': 500, 'streets_per_node_avg': 2.700468018720749, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 410, 4: 90}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21996879875195008, 2: 0.0, 3: 0.6396255850234009, 4: 0.14040561622464898}, 'edge_length_total': 240288.73000000024, 'edge_length_avg': 142.85893579072547, 'street_length_total': 121322.78199999999, 'street_length_avg': 142.23069402110198, 'street_segments_count': 853, 'node_density_km': 32.028028232624195, 'intersection_density_km': 24.982861335900306, 'edge_density_km': 12006.200044339188, 'street_density_km': 6061.980479183323, 'circuity_avg': 1.0426919848966199, 'self_loop_proportion': 0.0035671819262782403, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0426919848966199\n", - "579\n", - "96063322.03946154\n", - "error with entry 579\n", - "580\n", - "11010472.243128741\n", - "{'n': 775, 'm': 1972, 'k_avg': 5.089032258064516, 'intersection_count': 603, 'streets_per_node_avg': 2.6554838709677417, 'streets_per_node_counts': {0: 0, 1: 172, 2: 0, 3: 531, 4: 67, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22193548387096773, 2: 0.0, 3: 0.6851612903225807, 4: 0.08645161290322581, 5: 0.0064516129032258064}, 'edge_length_total': 188569.38600000003, 'edge_length_avg': 95.62342089249495, 'street_length_total': 95601.471, 'street_length_avg': 94.84272916666667, 'street_segments_count': 1008, 'node_density_km': 70.38753496550986, 'intersection_density_km': 54.76604333445477, 'edge_density_km': 17126.36677483836, 'street_density_km': 8682.776622924745, 'circuity_avg': 1.117312853361355, 'self_loop_proportion': 0.008113590263691683, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.117312853361355\n", - "581\n", - "22028636.26157193\n", - "{'n': 936, 'm': 2592, 'k_avg': 5.538461538461538, 'intersection_count': 804, 'streets_per_node_avg': 2.8974358974358974, 'streets_per_node_counts': {0: 0, 1: 132, 2: 1, 3: 635, 4: 167, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14102564102564102, 2: 0.0010683760683760685, 3: 0.6784188034188035, 4: 0.17841880341880342, 5: 0.0010683760683760685}, 'edge_length_total': 340352.989, 'edge_length_avg': 131.3090235339506, 'street_length_total': 174794.01299999974, 'street_length_avg': 130.54071172516785, 'street_segments_count': 1339, 'node_density_km': 42.490147319415065, 'intersection_density_km': 36.497947056420635, 'edge_density_km': 15450.47931967228, 'street_density_km': 7934.8540202155355, 'circuity_avg': 1.0755333731406518, 'self_loop_proportion': 0.007716049382716049, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0755333731406518\n", - "582\n", - "52041702.774219684\n", - "{'n': 6956, 'm': 19356, 'k_avg': 5.565267395054629, 'intersection_count': 5979, 'streets_per_node_avg': 2.9700977573318, 'streets_per_node_counts': {0: 0, 1: 977, 2: 23, 3: 4248, 4: 1654, 5: 47, 6: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14045428407130534, 2: 0.0033064979873490513, 3: 0.6106958021851638, 4: 0.23778033352501438, 5: 0.006756756756756757, 6: 0.0010063254744105809}, 'edge_length_total': 1260596.0719999985, 'edge_length_avg': 65.12688943996686, 'street_length_total': 664682.2140000019, 'street_length_avg': 64.75859450506644, 'street_segments_count': 10264, 'node_density_km': 133.6620369663586, 'intersection_density_km': 114.88863125673637, 'edge_density_km': 24222.806034403435, 'street_density_km': 12772.107340216986, 'circuity_avg': 1.0837446247222264, 'self_loop_proportion': 0.0048563752841496175, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0837446247222264\n", - "583\n", - "8007466.622853287\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 655, 'm': 1877, 'k_avg': 5.731297709923664, 'intersection_count': 584, 'streets_per_node_avg': 3.0122137404580154, 'streets_per_node_counts': {0: 0, 1: 71, 2: 1, 3: 439, 4: 139, 5: 3, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1083969465648855, 2: 0.0015267175572519084, 3: 0.6702290076335878, 4: 0.21221374045801528, 5: 0.004580152671755725, 6: 0.0030534351145038168}, 'edge_length_total': 145159.27999999997, 'edge_length_avg': 77.33579115610014, 'street_length_total': 73033.43099999998, 'street_length_avg': 76.63528961175234, 'street_segments_count': 953, 'node_density_km': 81.79865503661694, 'intersection_density_km': 72.93193059753327, 'edge_density_km': 18127.99064134914, 'street_density_km': 9120.666303068037, 'circuity_avg': 1.0572856782186524, 'self_loop_proportion': 0.007458710708577517, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0572856782186524\n", - "584\n", - "20013027.38752938\n", - "{'n': 1748, 'm': 4740, 'k_avg': 5.423340961098398, 'intersection_count': 1504, 'streets_per_node_avg': 2.904462242562929, 'streets_per_node_counts': {0: 0, 1: 244, 2: 2, 3: 1200, 4: 285, 5: 14, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13958810068649885, 2: 0.0011441647597254005, 3: 0.6864988558352403, 4: 0.16304347826086957, 5: 0.008009153318077803, 6: 0.0011441647597254005, 7: 0.0005720823798627002}, 'edge_length_total': 368673.72900000034, 'edge_length_avg': 77.77926772151906, 'street_length_total': 190335.7010000001, 'street_length_avg': 76.37869221508832, 'street_segments_count': 2492, 'node_density_km': 87.34310737461054, 'intersection_density_km': 75.15104890813171, 'edge_density_km': 18421.687127142504, 'street_density_km': 9510.590142828818, 'circuity_avg': 1.0527036616228054, 'self_loop_proportion': 0.0037974683544303796, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0527036616228054\n", - "585\n", - "7005764.264833389\n", - "{'n': 728, 'm': 1864, 'k_avg': 5.1208791208791204, 'intersection_count': 556, 'streets_per_node_avg': 2.7211538461538463, 'streets_per_node_counts': {0: 0, 1: 172, 2: 0, 3: 417, 4: 137, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23626373626373626, 2: 0.0, 3: 0.5728021978021978, 4: 0.18818681318681318, 5: 0.0027472527472527475}, 'edge_length_total': 124072.39599999983, 'edge_length_avg': 66.5624442060085, 'street_length_total': 63239.4749999999, 'street_length_avg': 65.5331347150258, 'street_segments_count': 965, 'node_density_km': 103.9144299579588, 'intersection_density_km': 79.36321848437514, 'edge_density_km': 17710.044373431472, 'street_density_km': 9026.777466298869, 'circuity_avg': 1.041907167167475, 'self_loop_proportion': 0.001072961373390558, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041907167167475\n", - "586\n", - "6004034.985729515\n", - "{'n': 804, 'm': 2123, 'k_avg': 5.281094527363184, 'intersection_count': 637, 'streets_per_node_avg': 2.7748756218905473, 'streets_per_node_counts': {0: 0, 1: 167, 2: 0, 3: 488, 4: 146, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20771144278606965, 2: 0.0, 3: 0.6069651741293532, 4: 0.18159203980099503, 5: 0.0024875621890547263, 6: 0.0012437810945273632}, 'edge_length_total': 122179.70000000016, 'edge_length_avg': 57.550494583137144, 'street_length_total': 62314.33100000001, 'street_length_avg': 56.34207142857144, 'street_segments_count': 1106, 'node_density_km': 133.90994587988908, 'intersection_density_km': 106.09531781777282, 'edge_density_km': 20349.598276891924, 'street_density_km': 10378.742153919773, 'circuity_avg': 1.0929934812446105, 'self_loop_proportion': 0.004239284032030146, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0929934812446105\n", - "587\n", - "53033044.305778176\n", - "{'n': 7322, 'm': 19277, 'k_avg': 5.265501229172357, 'intersection_count': 5882, 'streets_per_node_avg': 2.759218792679596, 'streets_per_node_counts': {0: 0, 1: 1440, 2: 20, 3: 4768, 4: 1056, 5: 34, 6: 3, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1966675771647091, 2: 0.0027314941272876263, 3: 0.6511881999453701, 4: 0.14422288992078666, 5: 0.004643540016388965, 6: 0.00040972411909314397, 7: 0.0001365747063643813}, 'edge_length_total': 1344588.5800000003, 'edge_length_avg': 69.75092493645279, 'street_length_total': 696100.2830000033, 'street_length_avg': 69.42951156991855, 'street_segments_count': 10026, 'node_density_km': 138.06486306505013, 'intersection_density_km': 110.91198095446939, 'edge_density_km': 25353.7883333147, 'street_density_km': 13125.783973222902, 'circuity_avg': 1.0752788371667805, 'self_loop_proportion': 0.00513565388805312, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0752788371667805\n", - "588\n", - "7004649.652085787\n", - "{'n': 535, 'm': 1373, 'k_avg': 5.132710280373832, 'intersection_count': 437, 'streets_per_node_avg': 2.7271028037383176, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 388, 4: 48, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18317757009345795, 2: 0.0, 3: 0.7252336448598131, 4: 0.08971962616822429, 5: 0.001869158878504673}, 'edge_length_total': 107423.32100000004, 'edge_length_avg': 78.23985506190826, 'street_length_total': 54809.246000000014, 'street_length_avg': 76.65628811188813, 'street_segments_count': 715, 'node_density_km': 76.37783851768977, 'intersection_density_km': 62.38713164902883, 'edge_density_km': 15336.001989480288, 'street_density_km': 7824.694841615578, 'circuity_avg': 1.0593655736955117, 'self_loop_proportion': 0.005826656955571741, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0593655736955117\n", - "589\n", - "41056030.937872946\n", - "{'n': 9962, 'm': 27338, 'k_avg': 5.488456133306565, 'intersection_count': 8056, 'streets_per_node_avg': 2.8582613932945193, 'streets_per_node_counts': {0: 0, 1: 1906, 2: 8, 3: 5715, 4: 2268, 5: 57, 6: 6, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19132704276249748, 2: 0.0008030515960650472, 3: 0.5736799839389681, 4: 0.22766512748444087, 5: 0.005721742621963461, 6: 0.0006022886970487854, 7: 0.0002007628990162618}, 'edge_length_total': 1291387.4390000014, 'edge_length_avg': 47.237816921501256, 'street_length_total': 666530.361999998, 'street_length_avg': 47.05473787504398, 'street_segments_count': 14165, 'node_density_km': 242.64401045183246, 'intersection_density_km': 196.2196494880508, 'edge_density_km': 31454.268946605247, 'street_density_km': 16234.651688776468, 'circuity_avg': 1.0676911623279606, 'self_loop_proportion': 0.00267027580656961, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0676911623279606\n", - "590\n", - "13010677.375003751\n", - "{'n': 540, 'm': 1384, 'k_avg': 5.125925925925926, 'intersection_count': 428, 'streets_per_node_avg': 2.6907407407407407, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 372, 4: 55, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2074074074074074, 2: 0.0, 3: 0.6888888888888889, 4: 0.10185185185185185, 5: 0.001851851851851852}, 'edge_length_total': 181638.9579999999, 'edge_length_avg': 131.2420216763005, 'street_length_total': 90819.47900000004, 'street_length_avg': 131.24202167630062, 'street_segments_count': 692, 'node_density_km': 41.50437248082514, 'intersection_density_km': 32.896058188505855, 'edge_density_km': 13960.761055298055, 'street_density_km': 6980.380527649034, 'circuity_avg': 1.0508943516852156, 'self_loop_proportion': 0.005780346820809248, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0508943516852156\n", - "591\n", - "7007754.063303882\n", - "{'n': 492, 'm': 1248, 'k_avg': 5.073170731707317, 'intersection_count': 374, 'streets_per_node_avg': 2.6504065040650406, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 310, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23983739837398374, 2: 0.0, 3: 0.6300813008130082, 4: 0.13008130081300814}, 'edge_length_total': 101522.55700000015, 'edge_length_avg': 81.3482027243591, 'street_length_total': 51284.88299999999, 'street_length_avg': 80.76359527559053, 'street_segments_count': 635, 'node_density_km': 70.20794330902092, 'intersection_density_km': 53.369452840597205, 'edge_density_km': 14487.174647241576, 'street_density_km': 7318.305199743435, 'circuity_avg': 1.0474276509648157, 'self_loop_proportion': 0.0016025641025641025, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0474276509648157\n", - "592\n", - "7003995.435410537\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 392, 'm': 1030, 'k_avg': 5.255102040816326, 'intersection_count': 316, 'streets_per_node_avg': 2.7551020408163267, 'streets_per_node_counts': {0: 0, 1: 76, 2: 1, 3: 262, 4: 49, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19387755102040816, 2: 0.002551020408163265, 3: 0.6683673469387755, 4: 0.125, 5: 0.01020408163265306}, 'edge_length_total': 87658.39900000022, 'edge_length_avg': 85.10524174757303, 'street_length_total': 44146.433000000085, 'street_length_avg': 84.57171072796952, 'street_segments_count': 522, 'node_density_km': 55.96805475031311, 'intersection_density_km': 45.11710535994628, 'edge_density_km': 12515.48488407348, 'street_density_km': 6303.035661160801, 'circuity_avg': 1.0580668120304213, 'self_loop_proportion': 0.001941747572815534, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0580668120304213\n", - "593\n", - "14010034.153255947\n", - "{'n': 1316, 'm': 3423, 'k_avg': 5.202127659574468, 'intersection_count': 1063, 'streets_per_node_avg': 2.7507598784194527, 'streets_per_node_counts': {0: 0, 1: 253, 2: 4, 3: 883, 4: 170, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19224924012158054, 2: 0.00303951367781155, 3: 0.6709726443768997, 4: 0.12917933130699089, 5: 0.004559270516717325}, 'edge_length_total': 251243.2479999992, 'edge_length_avg': 73.39855331580462, 'street_length_total': 129490.87400000001, 'street_length_avg': 72.5032889137738, 'street_segments_count': 1786, 'node_density_km': 93.93267608089022, 'intersection_density_km': 75.8741904817525, 'edge_density_km': 17933.093185330315, 'street_density_km': 9242.723649599826, 'circuity_avg': 1.0998681663808918, 'self_loop_proportion': 0.007887817703768623, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0998681663808918\n", - "594\n", - "6008428.611349953\n", - "{'n': 274, 'm': 740, 'k_avg': 5.401459854014599, 'intersection_count': 241, 'streets_per_node_avg': 2.8576642335766422, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 217, 4: 21, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12043795620437957, 2: 0.0, 3: 0.791970802919708, 4: 0.07664233576642336, 5: 0.010948905109489052}, 'edge_length_total': 72133.72200000005, 'edge_length_avg': 97.47800270270277, 'street_length_total': 36584.92400000004, 'street_length_avg': 96.5301424802112, 'street_segments_count': 379, 'node_density_km': 45.60260556019798, 'intersection_density_km': 40.11032094893326, 'edge_density_km': 12005.422160419626, 'street_density_km': 6088.933790590593, 'circuity_avg': 1.0564760485606728, 'self_loop_proportion': 0.005405405405405406, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0564760485606728\n", - "595\n", - "12014822.493555386\n", - "{'n': 409, 'm': 1171, 'k_avg': 5.726161369193154, 'intersection_count': 351, 'streets_per_node_avg': 3.0146699266503667, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 229, 4: 122}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14180929095354522, 2: 0.0, 3: 0.5599022004889975, 4: 0.2982885085574572}, 'edge_length_total': 184043.15999999922, 'edge_length_avg': 157.16751494449122, 'street_length_total': 93445.14000000006, 'street_length_avg': 159.19103918228288, 'street_segments_count': 587, 'node_density_km': 34.041285272369436, 'intersection_density_km': 29.213914744747367, 'edge_density_km': 15318.009075766027, 'street_density_km': 7777.488185957218, 'circuity_avg': 1.0276849208076562, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0276849208076562\n", - "596\n", - "9005869.180161748\n", - "{'n': 3591, 'm': 9731, 'k_avg': 5.419660261765525, 'intersection_count': 2840, 'streets_per_node_avg': 2.7761069340016706, 'streets_per_node_counts': {0: 0, 1: 751, 2: 2, 3: 2147, 4: 682, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20913394597605123, 2: 0.000556947925368978, 3: 0.5978835978835979, 4: 0.1899192425508215, 5: 0.002506265664160401}, 'edge_length_total': 330770.76199999894, 'edge_length_avg': 33.99144610009238, 'street_length_total': 167320.23700000005, 'street_length_avg': 33.89794104538088, 'street_segments_count': 4936, 'node_density_km': 398.7399692536401, 'intersection_density_km': 315.34990606525696, 'edge_density_km': 36728.35518515251, 'street_density_km': 18579.021486185407, 'circuity_avg': 1.0750443723731127, 'self_loop_proportion': 0.0043161031754187645, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0750443723731127\n", - "597\n", - "9006748.09526985\n", - "{'n': 234, 'm': 640, 'k_avg': 5.47008547008547, 'intersection_count': 196, 'streets_per_node_avg': 2.8675213675213675, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 151, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1623931623931624, 2: 0.0, 3: 0.6452991452991453, 4: 0.19230769230769232}, 'edge_length_total': 105340.51199999992, 'edge_length_avg': 164.59454999999986, 'street_length_total': 52721.21399999999, 'street_length_avg': 164.24054205607473, 'street_segments_count': 321, 'node_density_km': 25.980520108349847, 'intersection_density_km': 21.76146128733577, 'edge_density_km': 11695.732009572079, 'street_density_km': 5853.523762665022, 'circuity_avg': 1.0578424923659175, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0578424923659175\n", - "598\n", - "7011287.618991703\n", - "{'n': 132, 'm': 392, 'k_avg': 5.9393939393939394, 'intersection_count': 125, 'streets_per_node_avg': 3.1893939393939394, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 86, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05303030303030303, 2: 0.0, 3: 0.6515151515151515, 4: 0.29545454545454547}, 'edge_length_total': 75588.44400000002, 'edge_length_avg': 192.82766326530617, 'street_length_total': 37794.22200000001, 'street_length_avg': 192.82766326530617, 'street_segments_count': 196, 'node_density_km': 18.826784347349736, 'intersection_density_km': 17.828394268323617, 'edge_density_km': 10780.964654088808, 'street_density_km': 5390.482327044404, 'circuity_avg': 1.0164163826552823, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0164163826552823\n", - "599\n", - "9013304.99373401\n", - "{'n': 115, 'm': 297, 'k_avg': 5.165217391304348, 'intersection_count': 92, 'streets_per_node_avg': 2.9130434782608696, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 56, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.48695652173913045, 4: 0.3130434782608696}, 'edge_length_total': 57943.54399999997, 'edge_length_avg': 195.09610774410766, 'street_length_total': 31479.875, 'street_length_avg': 197.98663522012578, 'street_segments_count': 159, 'node_density_km': 12.758915856053605, 'intersection_density_km': 10.207132684842884, 'edge_density_km': 6428.667846065559, 'street_density_km': 3492.600663339874, 'circuity_avg': 1.0205357802727346, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0205357802727346\n", - "600\n", - "13019356.261681\n", - "{'n': 303, 'm': 734, 'k_avg': 4.8448844884488445, 'intersection_count': 234, 'streets_per_node_avg': 2.623762376237624, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 210, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22772277227722773, 2: 0.0, 3: 0.693069306930693, 4: 0.07920792079207921}, 'edge_length_total': 111714.00699999981, 'edge_length_avg': 152.19891961852835, 'street_length_total': 60152.53200000002, 'street_length_avg': 157.8806614173229, 'street_segments_count': 381, 'node_density_km': 23.273040072787595, 'intersection_density_km': 17.97323886809339, 'edge_density_km': 8580.609114200228, 'street_density_km': 4620.238573318939, 'circuity_avg': 1.0927833117689372, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0927833117689372\n", - "601\n", - "7009298.842728554\n", - "{'n': 340, 'm': 942, 'k_avg': 5.541176470588235, 'intersection_count': 292, 'streets_per_node_avg': 2.8529411764705883, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 246, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1411764705882353, 2: 0.0, 3: 0.7235294117647059, 4: 0.13529411764705881}, 'edge_length_total': 107255.81000000011, 'edge_length_avg': 113.85967091295129, 'street_length_total': 53627.90500000003, 'street_length_avg': 113.85967091295123, 'street_segments_count': 471, 'node_density_km': 48.50699158771294, 'intersection_density_km': 41.65894571650641, 'edge_density_km': 15301.931392362772, 'street_density_km': 7650.965696181383, 'circuity_avg': 1.0511940465247749, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0511940465247749\n", - "602\n", - "12007370.261711422\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2031, 'm': 5685, 'k_avg': 5.598227474150665, 'intersection_count': 1753, 'streets_per_node_avg': 2.9556868537666174, 'streets_per_node_counts': {0: 0, 1: 278, 2: 3, 3: 1286, 4: 459, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13687838503200395, 2: 0.0014771048744460858, 3: 0.6331856228458888, 4: 0.2259970457902511, 5: 0.002461841457410143}, 'edge_length_total': 318780.0890000006, 'edge_length_avg': 56.07389428320152, 'street_length_total': 165509.49900000036, 'street_length_avg': 55.67087083753796, 'street_segments_count': 2973, 'node_density_km': 169.14611240700756, 'intersection_density_km': 145.99366570629456, 'edge_density_km': 26548.7015101477, 'street_density_km': 13783.99228078856, 'circuity_avg': 1.072913358930437, 'self_loop_proportion': 0.0031662269129287598, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072913358930437\n", - "603\n", - "43029203.5031243\n", - "{'n': 11755, 'm': 34358, 'k_avg': 5.84568268821778, 'intersection_count': 10366, 'streets_per_node_avg': 3.0034878774989364, 'streets_per_node_counts': {0: 0, 1: 1389, 2: 6, 3: 7608, 4: 2688, 5: 55, 6: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11816248404934071, 2: 0.0005104210974053594, 3: 0.6472139515099957, 4: 0.22866865163760103, 5: 0.004678860059549128, 6: 0.0007656316461080392}, 'edge_length_total': 1340086.6960000112, 'edge_length_avg': 39.00362931486149, 'street_length_total': 687123.9600000068, 'street_length_avg': 39.15459342412712, 'street_segments_count': 17549, 'node_density_km': 273.1865580348585, 'intersection_density_km': 240.9061557285702, 'edge_density_km': 31143.65563152265, 'street_density_km': 15968.781758884188, 'circuity_avg': 1.0468310221596608, 'self_loop_proportion': 0.002619477268758368, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0468310221596608\n", - "604\n", - "203270864.5988688\n", - "{'n': 23627, 'm': 62637, 'k_avg': 5.302154314978626, 'intersection_count': 20233, 'streets_per_node_avg': 2.9195412028611334, 'streets_per_node_counts': {0: 0, 1: 3394, 2: 23, 3: 15362, 4: 4794, 5: 46, 6: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14364921488127988, 2: 0.0009734625640157447, 3: 0.6501883438439074, 4: 0.20290345790832523, 5: 0.0019469251280314894, 6: 0.00033859567444025903}, 'edge_length_total': 4743507.618999983, 'edge_length_avg': 75.73012147772057, 'street_length_total': 2646173.3969999836, 'street_length_avg': 76.94153864270713, 'street_segments_count': 34392, 'node_density_km': 116.23407046860903, 'intersection_density_km': 99.53713750333797, 'edge_density_km': 23335.895325484737, 'street_density_km': 13017.966948789715, 'circuity_avg': 1.0921071429388147, 'self_loop_proportion': 0.004134936219806185, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0921071429388147\n", - "605\n", - "14020774.654969696\n", - "{'n': 2310, 'm': 6492, 'k_avg': 5.62077922077922, 'intersection_count': 2050, 'streets_per_node_avg': 3.0090909090909093, 'streets_per_node_counts': {0: 0, 1: 260, 2: 6, 3: 1516, 4: 510, 5: 17, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11255411255411256, 2: 0.0025974025974025974, 3: 0.6562770562770562, 4: 0.22077922077922077, 5: 0.00735930735930736, 6: 0.0004329004329004329}, 'edge_length_total': 362747.37100000057, 'edge_length_avg': 55.87605837954414, 'street_length_total': 189523.66100000023, 'street_length_avg': 55.046082195759574, 'street_segments_count': 3443, 'node_density_km': 164.7555186389944, 'intersection_density_km': 146.21160745018983, 'edge_density_km': 25872.134737678272, 'street_density_km': 13517.345914465797, 'circuity_avg': 1.0591012784532121, 'self_loop_proportion': 0.0016943930991990142, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0591012784532121\n", - "606\n", - "9013671.40738235\n", - "{'n': 209, 'm': 546, 'k_avg': 5.22488038277512, 'intersection_count': 175, 'streets_per_node_avg': 2.861244019138756, 'streets_per_node_counts': {0: 0, 1: 34, 2: 1, 3: 135, 4: 38, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16267942583732056, 2: 0.004784688995215311, 3: 0.645933014354067, 4: 0.18181818181818182, 5: 0.004784688995215311}, 'edge_length_total': 99005.42900000013, 'edge_length_avg': 181.3286245421248, 'street_length_total': 52644.70600000003, 'street_length_avg': 184.0723986013987, 'street_segments_count': 286, 'node_density_km': 23.187000119487987, 'intersection_density_km': 19.414952253159797, 'edge_density_km': 10983.918153363456, 'street_density_km': 5840.539733552203, 'circuity_avg': 1.0441681688385167, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0441681688385167\n", - "607\n", - "6006432.7121740775\n", - "{'n': 136, 'm': 338, 'k_avg': 4.970588235294118, 'intersection_count': 102, 'streets_per_node_avg': 2.6323529411764706, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 84, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6176470588235294, 4: 0.1323529411764706}, 'edge_length_total': 61533.01599999999, 'edge_length_avg': 182.05034319526624, 'street_length_total': 30766.508, 'street_length_avg': 182.0503431952663, 'street_segments_count': 169, 'node_density_km': 22.642391335600877, 'intersection_density_km': 16.981793501700658, 'edge_density_km': 10244.519325969042, 'street_density_km': 5122.259662984523, 'circuity_avg': 1.0774774309227064, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0774774309227064\n", - "608\n", - "6003521.605078265\n", - "{'n': 326, 'm': 808, 'k_avg': 4.957055214723926, 'intersection_count': 263, 'streets_per_node_avg': 2.723926380368098, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 228, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19325153374233128, 2: 0.0, 3: 0.6993865030674846, 4: 0.10429447852760736, 5: 0.003067484662576687}, 'edge_length_total': 76497.74299999996, 'edge_length_avg': 94.67542450495044, 'street_length_total': 39049.98899999998, 'street_length_avg': 91.45196487119433, 'street_segments_count': 427, 'node_density_km': 54.30146194930702, 'intersection_density_km': 43.807621143152595, 'edge_density_km': 12742.14503289069, 'street_density_km': 6504.513778540971, 'circuity_avg': 1.0997199079059834, 'self_loop_proportion': 0.0049504950495049506, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0997199079059834\n", - "609\n", - "11008605.740291119\n", - "{'n': 1154, 'm': 3110, 'k_avg': 5.389948006932409, 'intersection_count': 974, 'streets_per_node_avg': 2.8275563258232235, 'streets_per_node_counts': {0: 0, 1: 180, 2: 0, 3: 824, 4: 140, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1559792027729636, 2: 0.0, 3: 0.7140381282495667, 4: 0.12131715771230503, 5: 0.00779896013864818, 6: 0.0008665511265164644}, 'edge_length_total': 234926.67000000007, 'edge_length_avg': 75.5391221864952, 'street_length_total': 120268.79599999999, 'street_length_avg': 74.79402736318407, 'street_segments_count': 1608, 'node_density_km': 104.82708048816751, 'intersection_density_km': 88.47623604460586, 'edge_density_km': 21340.27464896636, 'street_density_km': 10924.979860058058, 'circuity_avg': 1.0693701324160167, 'self_loop_proportion': 0.0038585209003215433, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0693701324160167\n", - "610\n", - "30017517.38624802\n", - "{'n': 7067, 'm': 18800, 'k_avg': 5.320503749823121, 'intersection_count': 5643, 'streets_per_node_avg': 2.782085750672138, 'streets_per_node_counts': {0: 0, 1: 1424, 2: 14, 3: 4326, 4: 1284, 5: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20149992924862034, 2: 0.0019810386302532897, 3: 0.6121409367482666, 4: 0.18168954294608744, 5: 0.002688552426772322}, 'edge_length_total': 897301.6010000041, 'edge_length_avg': 47.72880856383001, 'street_length_total': 459385.0710000025, 'street_length_avg': 46.94788666326035, 'street_segments_count': 9785, 'node_density_km': 235.42919652767878, 'intersection_density_km': 187.99023008429197, 'edge_density_km': 29892.598693424476, 'street_density_km': 15303.899556012631, 'circuity_avg': 1.0558062129052888, 'self_loop_proportion': 0.0022340425531914895, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0558062129052888\n", - "611\n", - "6008329.315488184\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 480, 'm': 1225, 'k_avg': 5.104166666666667, 'intersection_count': 399, 'streets_per_node_avg': 2.81875, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 326, 4: 71, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16875, 2: 0.0, 3: 0.6791666666666667, 4: 0.14791666666666667, 5: 0.004166666666666667}, 'edge_length_total': 90582.81, 'edge_length_avg': 73.94515102040816, 'street_length_total': 46935.17000000001, 'street_length_avg': 71.22180576631261, 'street_segments_count': 659, 'node_density_km': 79.88909641864386, 'intersection_density_km': 66.4078113979977, 'edge_density_km': 15076.205920753537, 'street_density_km': 7811.684003240504, 'circuity_avg': 1.0696630911297655, 'self_loop_proportion': 0.004897959183673469, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0696630911297655\n", - "612\n", - "41036503.72232502\n", - "{'n': 3962, 'm': 10883, 'k_avg': 5.493690055527511, 'intersection_count': 3367, 'streets_per_node_avg': 2.907622412922766, 'streets_per_node_counts': {0: 0, 1: 595, 2: 2, 3: 2553, 4: 799, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1501766784452297, 2: 0.0005047955577990914, 3: 0.6443715295305401, 4: 0.20166582534073701, 5: 0.003028773346794548, 6: 0.0002523977788995457}, 'edge_length_total': 734455.4720000016, 'edge_length_avg': 67.48649012220909, 'street_length_total': 377931.17599999945, 'street_length_avg': 66.32698771498762, 'street_segments_count': 5698, 'node_density_km': 96.54818614200214, 'intersection_density_km': 82.0489002372845, 'edge_density_km': 17897.613231617415, 'street_density_km': 9209.633904420423, 'circuity_avg': 1.05146267216949, 'self_loop_proportion': 0.0017458421391160525, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05146267216949\n", - "613\n", - "16019928.337504866\n", - "{'n': 1961, 'm': 5451, 'k_avg': 5.5594084650688425, 'intersection_count': 1671, 'streets_per_node_avg': 2.9066802651708312, 'streets_per_node_counts': {0: 0, 1: 290, 2: 0, 3: 1279, 4: 387, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14788373278939318, 2: 0.0, 3: 0.6522182559918409, 4: 0.19734829168791432, 5: 0.0025497195308516064}, 'edge_length_total': 370734.3250000007, 'edge_length_avg': 68.01216749220339, 'street_length_total': 188724.85599999988, 'street_length_avg': 67.30558345221108, 'street_segments_count': 2804, 'node_density_km': 122.41003571838884, 'intersection_density_km': 104.30758270547055, 'edge_density_km': 23142.071374443072, 'street_density_km': 11780.630476240578, 'circuity_avg': 1.0550913602057232, 'self_loop_proportion': 0.002935241240139424, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0550913602057232\n", - "614\n", - "9005523.73893026\n", - "{'n': 685, 'm': 1904, 'k_avg': 5.559124087591241, 'intersection_count': 574, 'streets_per_node_avg': 2.8802919708029195, 'streets_per_node_counts': {0: 0, 1: 111, 2: 1, 3: 436, 4: 134, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16204379562043797, 2: 0.00145985401459854, 3: 0.6364963503649635, 4: 0.19562043795620437, 5: 0.00291970802919708, 6: 0.00145985401459854}, 'edge_length_total': 150056.22999999986, 'edge_length_avg': 78.81104516806715, 'street_length_total': 76251.60900000005, 'street_length_avg': 78.77232334710749, 'street_segments_count': 968, 'node_density_km': 76.06442666280385, 'intersection_density_km': 63.738658254670675, 'edge_density_km': 16662.68774033842, 'street_density_km': 8467.204263797516, 'circuity_avg': 1.0469074815302248, 'self_loop_proportion': 0.004201680672268907, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0469074815302248\n", - "615\n", - "4005363.368958343\n", - "{'n': 146, 'm': 379, 'k_avg': 5.191780821917808, 'intersection_count': 130, 'streets_per_node_avg': 2.9246575342465753, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 109, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1095890410958904, 2: 0.0, 3: 0.7465753424657534, 4: 0.14383561643835616}, 'edge_length_total': 32993.161, 'edge_length_avg': 87.05319525065963, 'street_length_total': 17902.564000000002, 'street_length_avg': 86.48581642512079, 'street_segments_count': 207, 'node_density_km': 36.45112479219821, 'intersection_density_km': 32.45648097935457, 'edge_density_km': 8237.245403425253, 'street_density_km': 4469.64790728983, 'circuity_avg': 1.153780950275228, 'self_loop_proportion': 0.010554089709762533, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.153780950275228\n", - "616\n", - "7004226.401836416\n", - "{'n': 502, 'm': 1156, 'k_avg': 4.605577689243028, 'intersection_count': 352, 'streets_per_node_avg': 2.4880478087649402, 'streets_per_node_counts': {0: 0, 1: 150, 2: 0, 3: 310, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29880478087649404, 2: 0.0, 3: 0.6175298804780877, 4: 0.08167330677290836, 5: 0.00199203187250996}, 'edge_length_total': 100686.77299999997, 'edge_length_avg': 87.0992846020761, 'street_length_total': 51380.544, 'street_length_avg': 85.06712582781458, 'street_segments_count': 604, 'node_density_km': 71.67101278570638, 'intersection_density_km': 50.25537151507699, 'edge_density_km': 14375.145408435288, 'street_density_km': 7335.648657291932, 'circuity_avg': 1.0956738318589294, 'self_loop_proportion': 0.005190311418685121, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0956738318589294\n", - "617\n", - "5003312.674994669\n", - "{'n': 1133, 'm': 2796, 'k_avg': 4.935569285083848, 'intersection_count': 812, 'streets_per_node_avg': 2.5763459841129746, 'streets_per_node_counts': {0: 0, 1: 321, 2: 2, 3: 646, 4: 164}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2833186231244484, 2: 0.00176522506619594, 3: 0.5701676963812886, 4: 0.14474845542806708}, 'edge_length_total': 137306.4780000001, 'edge_length_avg': 49.10818240343351, 'street_length_total': 70427.90700000005, 'street_length_avg': 48.94225642807509, 'street_segments_count': 1439, 'node_density_km': 226.44996897004987, 'intersection_density_km': 162.29247555488126, 'edge_density_km': 27443.113576775686, 'street_density_km': 14076.255388151429, 'circuity_avg': 1.0742811282429072, 'self_loop_proportion': 0.00357653791130186, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0742811282429072\n", - "618\n", - "8007967.837702085\n", - "{'n': 697, 'm': 1794, 'k_avg': 5.147776183644189, 'intersection_count': 579, 'streets_per_node_avg': 2.793400286944046, 'streets_per_node_counts': {0: 0, 1: 118, 2: 4, 3: 482, 4: 90, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16929698708751795, 2: 0.005738880918220947, 3: 0.6915351506456241, 4: 0.1291248206599713, 5: 0.00430416068866571}, 'edge_length_total': 150476.34000000026, 'edge_length_avg': 83.87755852842824, 'street_length_total': 78232.313, 'street_length_avg': 81.49199270833333, 'street_segments_count': 960, 'node_density_km': 87.03831160740609, 'intersection_density_km': 72.3029876910877, 'edge_density_km': 18790.827217305607, 'street_density_km': 9769.30909133734, 'circuity_avg': 1.0982252167148328, 'self_loop_proportion': 0.012263099219620958, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0982252167148328\n", - "619\n", - "281311342.2871949\n", - "error with entry 619\n", - "620\n", - "6009991.927305706\n", - "{'n': 256, 'm': 662, 'k_avg': 5.171875, 'intersection_count': 213, 'streets_per_node_avg': 2.80078125, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 180, 4: 32, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16796875, 2: 0.0, 3: 0.703125, 4: 0.125, 5: 0.0, 6: 0.00390625}, 'edge_length_total': 57797.516000000025, 'edge_length_avg': 87.30742598187315, 'street_length_total': 29571.259999999977, 'street_length_avg': 84.9748850574712, 'street_segments_count': 348, 'node_density_km': 42.595731091899395, 'intersection_density_km': 35.44097938505692, 'edge_density_km': 9616.904098889663, 'street_density_km': 4920.3493711275, 'circuity_avg': 1.0621134156612366, 'self_loop_proportion': 0.0030211480362537764, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0621134156612366\n", - "621\n", - "41030424.79663402\n", - "{'n': 2071, 'm': 5461, 'k_avg': 5.273780782230807, 'intersection_count': 1636, 'streets_per_node_avg': 2.6953162723322066, 'streets_per_node_counts': {0: 0, 1: 435, 2: 0, 3: 1404, 4: 225, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21004345726702076, 2: 0.0, 3: 0.6779333655239015, 4: 0.1086431675519073, 5: 0.003380009657170449}, 'edge_length_total': 642037.9919999994, 'edge_length_avg': 117.5678432521515, 'street_length_total': 323113.07899999985, 'street_length_avg': 116.98518428674868, 'street_segments_count': 2762, 'node_density_km': 50.47473942238827, 'intersection_density_km': 39.872850649457845, 'edge_density_km': 15647.851446389846, 'street_density_km': 7874.963045142707, 'circuity_avg': 1.0567513994498177, 'self_loop_proportion': 0.0018311664530305805, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0567513994498177\n", - "622\n", - "11013943.19379264\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 331, 'm': 932, 'k_avg': 5.6314199395770395, 'intersection_count': 295, 'streets_per_node_avg': 2.996978851963746, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 224, 4: 71}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10876132930513595, 2: 0.0, 3: 0.676737160120846, 4: 0.21450151057401812}, 'edge_length_total': 153503.79600000018, 'edge_length_avg': 164.70364377682424, 'street_length_total': 76751.898, 'street_length_avg': 164.70364377682404, 'street_segments_count': 466, 'node_density_km': 30.052815252084162, 'intersection_density_km': 26.784231115905826, 'edge_density_km': 13937.224234687677, 'street_density_km': 6968.6121173438305, 'circuity_avg': 1.0228619849916465, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0228619849916465\n", - "623\n", - "21024088.437065504\n", - "{'n': 1386, 'm': 3853, 'k_avg': 5.55988455988456, 'intersection_count': 1184, 'streets_per_node_avg': 2.9567099567099566, 'streets_per_node_counts': {0: 0, 1: 202, 2: 0, 3: 845, 4: 334, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14574314574314573, 2: 0.0, 3: 0.6096681096681097, 4: 0.240981240981241, 5: 0.0036075036075036075}, 'edge_length_total': 333240.7509999999, 'edge_length_avg': 86.48864547106147, 'street_length_total': 169512.94600000046, 'street_length_avg': 84.00046878097149, 'street_segments_count': 2018, 'node_density_km': 65.92438022456562, 'intersection_density_km': 56.3163536694702, 'edge_density_km': 15850.425667564063, 'street_density_km': 8062.796468319114, 'circuity_avg': 1.0732608861819204, 'self_loop_proportion': 0.004152608357124318, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0732608861819204\n", - "624\n", - "25039422.31273344\n", - "{'n': 1503, 'm': 4068, 'k_avg': 5.413173652694611, 'intersection_count': 1294, 'streets_per_node_avg': 2.8902195608782435, 'streets_per_node_counts': {0: 0, 1: 209, 2: 5, 3: 1033, 4: 254, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13905522288755823, 2: 0.00332667997338656, 3: 0.6872920825016633, 4: 0.16899534264803726, 5: 0.0013306719893546241}, 'edge_length_total': 377041.375000001, 'edge_length_avg': 92.68470378564429, 'street_length_total': 192623.09600000014, 'street_length_avg': 90.43337840375594, 'street_segments_count': 2130, 'node_density_km': 60.025346480764085, 'intersection_density_km': 51.67850854697853, 'edge_density_km': 15057.910294051071, 'street_density_km': 7692.793132134058, 'circuity_avg': 1.0727525361759882, 'self_loop_proportion': 0.00663716814159292, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0727525361759882\n", - "625\n", - "17010209.473986335\n", - "{'n': 929, 'm': 2572, 'k_avg': 5.537136706135629, 'intersection_count': 798, 'streets_per_node_avg': 2.8557588805166847, 'streets_per_node_counts': {0: 0, 1: 131, 2: 0, 3: 672, 4: 124, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14101184068891282, 2: 0.0, 3: 0.7233584499461787, 4: 0.13347685683530677, 5: 0.002152852529601722}, 'edge_length_total': 263699.11199999973, 'edge_length_avg': 102.52687091757377, 'street_length_total': 132547.85899999982, 'street_length_avg': 101.9598915384614, 'street_segments_count': 1300, 'node_density_km': 54.61425983146869, 'intersection_density_km': 46.91300252477073, 'edge_density_km': 15502.402389769157, 'street_density_km': 7792.253187869607, 'circuity_avg': 1.05874959179532, 'self_loop_proportion': 0.0007776049766718507, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05874959179532\n", - "626\n", - "15011299.178569673\n", - "{'n': 618, 'm': 1595, 'k_avg': 5.1618122977346275, 'intersection_count': 524, 'streets_per_node_avg': 2.8106796116504853, 'streets_per_node_counts': {0: 0, 1: 94, 2: 3, 3: 448, 4: 72, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15210355987055016, 2: 0.0048543689320388345, 3: 0.7249190938511327, 4: 0.11650485436893204, 5: 0.0016181229773462784}, 'edge_length_total': 180247.32899999965, 'edge_length_avg': 113.00772978056405, 'street_length_total': 92884.07400000012, 'street_length_avg': 109.53310613207562, 'street_segments_count': 848, 'node_density_km': 41.1689882833236, 'intersection_density_km': 34.90703860916111, 'edge_density_km': 12007.4436500022, 'street_density_km': 6187.610605523248, 'circuity_avg': 1.0666079126017591, 'self_loop_proportion': 0.006269592476489028, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0666079126017591\n", - "627\n", - "8006837.844650162\n", - "{'n': 1665, 'm': 3919, 'k_avg': 4.707507507507508, 'intersection_count': 1099, 'streets_per_node_avg': 2.4408408408408406, 'streets_per_node_counts': {0: 0, 1: 566, 2: 0, 3: 902, 4: 193, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33993993993993993, 2: 0.0, 3: 0.5417417417417417, 4: 0.11591591591591592, 5: 0.0024024024024024023}, 'edge_length_total': 175724.15000000002, 'edge_length_avg': 44.83902781321766, 'street_length_total': 89917.9850000001, 'street_length_avg': 44.75758337481339, 'street_segments_count': 2009, 'node_density_km': 207.9472611166322, 'intersection_density_km': 137.25768166196926, 'edge_density_km': 21946.760182911865, 'street_density_km': 11230.149372898763, 'circuity_avg': 1.111150980710673, 'self_loop_proportion': 0.002041337075784639, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.111150980710673\n", - "628\n", - "36030208.04764352\n", - "error with entry 628\n", - "629\n", - "17009755.704811845\n", - "{'n': 451, 'm': 1061, 'k_avg': 4.70509977827051, 'intersection_count': 345, 'streets_per_node_avg': 2.6186252771618626, 'streets_per_node_counts': {0: 0, 1: 106, 2: 3, 3: 301, 4: 39, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23503325942350334, 2: 0.0066518847006651885, 3: 0.6674057649667405, 4: 0.08647450110864745, 5: 0.004434589800443459}, 'edge_length_total': 181806.0199999999, 'edge_length_avg': 171.35345900094242, 'street_length_total': 94203.81300000005, 'street_length_avg': 172.2190365630714, 'street_segments_count': 547, 'node_density_km': 26.51419619579944, 'intersection_density_km': 20.282478242906443, 'edge_density_km': 10688.338101679454, 'street_density_km': 5538.2225726705165, 'circuity_avg': 1.0834254369255711, 'self_loop_proportion': 0.00942507068803016, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0834254369255711\n", - "630\n", - "11009236.799091974\n", - "{'n': 228, 'm': 584, 'k_avg': 5.12280701754386, 'intersection_count': 190, 'streets_per_node_avg': 2.758771929824561, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 169, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.7412280701754386, 4: 0.09210526315789473}, 'edge_length_total': 125706.88399999999, 'edge_length_avg': 215.25151369863013, 'street_length_total': 62853.44199999997, 'street_length_avg': 215.25151369863005, 'street_segments_count': 292, 'node_density_km': 20.70988245241533, 'intersection_density_km': 17.258235377012774, 'edge_density_km': 11418.310487278111, 'street_density_km': 5709.155243639053, 'circuity_avg': 1.0517968872420305, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0517968872420305\n", - "631\n", - "7005781.113871509\n", - "{'n': 141, 'm': 371, 'k_avg': 5.26241134751773, 'intersection_count': 121, 'streets_per_node_avg': 2.8439716312056738, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 104, 4: 16, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14184397163120568, 2: 0.0, 3: 0.7375886524822695, 4: 0.11347517730496454, 5: 0.0070921985815602835}, 'edge_length_total': 62624.92699999997, 'edge_length_avg': 168.80034231805922, 'street_length_total': 31899.028999999995, 'street_length_avg': 169.67568617021274, 'street_segments_count': 188, 'node_density_km': 20.12623542017588, 'intersection_density_km': 17.271450254193486, 'edge_density_km': 8939.035631016512, 'street_density_km': 4553.24373992211, 'circuity_avg': 1.0345749526135164, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0345749526135164\n", - "632\n", - "3001882.2448014813\n", - "{'n': 33, 'm': 82, 'k_avg': 4.96969696969697, 'intersection_count': 25, 'streets_per_node_avg': 2.727272727272727, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 18, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24242424242424243, 2: 0.0, 3: 0.5454545454545454, 4: 0.21212121212121213}, 'edge_length_total': 13143.103000000003, 'edge_length_avg': 160.28174390243905, 'street_length_total': 6633.345, 'street_length_avg': 157.93678571428572, 'street_segments_count': 42, 'node_density_km': 10.993102763157298, 'intersection_density_km': 8.328108153907044, 'edge_density_km': 4378.287330477607, 'street_density_km': 2209.728583287141, 'circuity_avg': 1.1939695276633702, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1939695276633702\n", - "633\n", - "28022011.76963509\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 7191, 'm': 18956, 'k_avg': 5.272145737727715, 'intersection_count': 5380, 'streets_per_node_avg': 2.710193297177027, 'streets_per_node_counts': {0: 0, 1: 1811, 2: 3, 3: 3857, 4: 1500, 5: 19, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25184258100403284, 2: 0.00041718815185648727, 3: 0.5363649005701572, 4: 0.20859407592824364, 5: 0.0026421916284244196, 6: 0.00013906271728549575}, 'edge_length_total': 769942.0329999981, 'edge_length_avg': 40.61732607090093, 'street_length_total': 392046.57100000064, 'street_length_avg': 40.559339023380986, 'street_segments_count': 9666, 'node_density_km': 256.61969094568127, 'intersection_density_km': 191.99192564146367, 'edge_density_km': 27476.329655757065, 'street_density_km': 13990.664703981958, 'circuity_avg': 1.052101400705476, 'self_loop_proportion': 0.0015826123654779489, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052101400705476\n", - "634\n", - "19023228.1048223\n", - "{'n': 3296, 'm': 9346, 'k_avg': 5.671116504854369, 'intersection_count': 2861, 'streets_per_node_avg': 2.967233009708738, 'streets_per_node_counts': {0: 0, 1: 435, 2: 8, 3: 2100, 4: 737, 5: 15, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13197815533980584, 2: 0.0024271844660194173, 3: 0.6371359223300971, 4: 0.22360436893203883, 5: 0.0045509708737864075, 6: 0.00030339805825242716}, 'edge_length_total': 564988.1959999991, 'edge_length_avg': 60.45240701904548, 'street_length_total': 288584.61999999906, 'street_length_avg': 59.69892842366551, 'street_segments_count': 4834, 'node_density_km': 173.2618660638611, 'intersection_density_km': 150.39508459002022, 'edge_density_km': 29699.911754555324, 'street_density_km': 15170.118258049179, 'circuity_avg': 1.0723160469722028, 'self_loop_proportion': 0.0044939011341750485, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0723160469722028\n", - "635\n", - "8005697.85842239\n", - "{'n': 502, 'm': 1244, 'k_avg': 4.956175298804781, 'intersection_count': 405, 'streets_per_node_avg': 2.691235059760956, 'streets_per_node_counts': {0: 0, 1: 97, 2: 3, 3: 365, 4: 33, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19322709163346613, 2: 0.00597609561752988, 3: 0.7270916334661355, 4: 0.06573705179282868, 5: 0.00597609561752988, 6: 0.00199203187250996}, 'edge_length_total': 113332.96399999988, 'edge_length_avg': 91.10366881028929, 'street_length_total': 58033.80199999997, 'street_length_avg': 88.1972674772036, 'street_segments_count': 658, 'node_density_km': 62.70533923184112, 'intersection_density_km': 50.58896890218258, 'edge_density_km': 14156.537756514004, 'street_density_km': 7249.062233712147, 'circuity_avg': 1.078933963911162, 'self_loop_proportion': 0.003215434083601286, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078933963911162\n", - "636\n", - "46030192.13363346\n", - "{'n': 7643, 'm': 21545, 'k_avg': 5.637838545073924, 'intersection_count': 6594, 'streets_per_node_avg': 2.9684678791050634, 'streets_per_node_counts': {0: 0, 1: 1049, 2: 7, 3: 4815, 4: 1688, 5: 76, 6: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13724977103231714, 2: 0.0009158707313881983, 3: 0.6299882245191679, 4: 0.2208556849404684, 5: 0.009943739369357583, 6: 0.0010467094073007982}, 'edge_length_total': 1211171.6259999939, 'edge_length_avg': 56.21590280807584, 'street_length_total': 624331.4609999993, 'street_length_avg': 55.245682771436094, 'street_segments_count': 11301, 'node_density_km': 166.043191343001, 'intersection_density_km': 143.2538013496989, 'edge_density_km': 26312.547696602203, 'street_density_km': 13563.520638529146, 'circuity_avg': 1.0586218761058743, 'self_loop_proportion': 0.002784868879090276, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0586218761058743\n", - "637\n", - "12013171.940932607\n", - "{'n': 791, 'm': 2041, 'k_avg': 5.160556257901391, 'intersection_count': 648, 'streets_per_node_avg': 2.786346396965866, 'streets_per_node_counts': {0: 0, 1: 143, 2: 5, 3: 527, 4: 112, 5: 2, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18078381795195955, 2: 0.006321112515802781, 3: 0.6662452591656132, 4: 0.1415929203539823, 5: 0.0025284450063211127, 6: 0.0025284450063211127}, 'edge_length_total': 174769.75700000027, 'edge_length_avg': 85.62947427731518, 'street_length_total': 89555.09399999994, 'street_length_avg': 82.53925714285708, 'street_segments_count': 1085, 'node_density_km': 65.84439179670919, 'intersection_density_km': 53.940791256975416, 'edge_density_km': 14548.177438841563, 'street_density_km': 7454.741715204951, 'circuity_avg': 1.03485543220749, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03485543220749\n", - "638\n", - "9008759.26898351\n", - "{'n': 369, 'm': 945, 'k_avg': 5.121951219512195, 'intersection_count': 291, 'streets_per_node_avg': 2.7371273712737128, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 233, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21138211382113822, 2: 0.0, 3: 0.6314363143631436, 4: 0.15447154471544716, 5: 0.0027100271002710027}, 'edge_length_total': 129342.02000000008, 'edge_length_avg': 136.86986243386252, 'street_length_total': 64949.52000000002, 'street_length_avg': 135.31150000000005, 'street_segments_count': 480, 'node_density_km': 40.960135461765496, 'intersection_density_km': 32.30189544545734, 'edge_density_km': 14357.362222488848, 'street_density_km': 7209.596578256498, 'circuity_avg': 1.042155118960096, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042155118960096\n", - "639\n", - "23013250.478253737\n", - "{'n': 1318, 'm': 3481, 'k_avg': 5.282245827010622, 'intersection_count': 1076, 'streets_per_node_avg': 2.731411229135053, 'streets_per_node_counts': {0: 0, 1: 242, 2: 0, 3: 950, 4: 122, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18361153262518967, 2: 0.0, 3: 0.7207890743550834, 4: 0.09256449165402124, 5: 0.0030349013657056147}, 'edge_length_total': 319423.03600000055, 'edge_length_avg': 91.76186038494701, 'street_length_total': 160749.19299999985, 'street_length_avg': 91.02445809739515, 'street_segments_count': 1766, 'node_density_km': 57.27135335555652, 'intersection_density_km': 46.75567239042399, 'edge_density_km': 13879.961733429956, 'street_density_km': 6985.071194175679, 'circuity_avg': 1.1190704748477216, 'self_loop_proportion': 0.007756391841424878, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1190704748477216\n", - "640\n", - "17010159.661818057\n", - "{'n': 586, 'm': 1617, 'k_avg': 5.51877133105802, 'intersection_count': 499, 'streets_per_node_avg': 2.8293515358361776, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 427, 4: 70, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14846416382252559, 2: 0.0, 3: 0.7286689419795221, 4: 0.11945392491467577, 5: 0.0034129692832764505}, 'edge_length_total': 224779.02499999973, 'edge_length_avg': 139.0099103277673, 'street_length_total': 113049.04499999995, 'street_length_avg': 137.8646890243902, 'street_segments_count': 820, 'node_density_km': 34.44999997944569, 'intersection_density_km': 29.335409538811263, 'edge_density_km': 13214.398304829032, 'street_density_km': 6645.972010113231, 'circuity_avg': 1.0285564489247359, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0285564489247359\n", - "641\n", - "15013956.427382322\n", - "{'n': 308, 'm': 808, 'k_avg': 5.246753246753247, 'intersection_count': 263, 'streets_per_node_avg': 2.857142857142857, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 219, 4: 42, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1461038961038961, 2: 0.0, 3: 0.711038961038961, 4: 0.13636363636363635, 5: 0.006493506493506494}, 'edge_length_total': 148116.11599999992, 'edge_length_avg': 183.31202475247514, 'street_length_total': 74508.67200000006, 'street_length_avg': 175.31452235294134, 'street_segments_count': 425, 'node_density_km': 20.514246294086234, 'intersection_density_km': 17.517034984885324, 'edge_density_km': 9865.22884333586, 'street_density_km': 4962.627430043143, 'circuity_avg': 1.0407301326272957, 'self_loop_proportion': 0.0024752475247524753, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407301326272957\n", - "642\n", - "9005337.102091962\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 288, 'm': 763, 'k_avg': 5.298611111111111, 'intersection_count': 240, 'streets_per_node_avg': 2.7604166666666665, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 213, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.7395833333333334, 4: 0.09375}, 'edge_length_total': 107738.96199999985, 'edge_length_avg': 141.20440629095657, 'street_length_total': 54084.839000000036, 'street_length_avg': 139.3939149484537, 'street_segments_count': 388, 'node_density_km': 31.98103488353555, 'intersection_density_km': 26.65086240294629, 'edge_density_km': 11963.901048742731, 'street_density_km': 6005.865009477101, 'circuity_avg': 1.0805808938700683, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0805808938700683\n", - "643\n", - "108103163.45371951\n", - "{'n': 12101, 'm': 35208, 'k_avg': 5.819023221221387, 'intersection_count': 10526, 'streets_per_node_avg': 2.9603338567060575, 'streets_per_node_counts': {0: 0, 1: 1575, 2: 3, 3: 7950, 4: 2484, 5: 80, 6: 8, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1301545326832493, 2: 0.00024791339558714154, 3: 0.6569704983059251, 4: 0.2052722915461532, 5: 0.0066110238823237745, 6: 0.0006611023882323775, 7: 0.0, 8: 8.263779852904718e-05}, 'edge_length_total': 2755903.6199999847, 'edge_length_avg': 78.2749267211993, 'street_length_total': 1388420.839000003, 'street_length_avg': 77.99678888826487, 'street_segments_count': 17801, 'node_density_km': 111.93936988884333, 'intersection_density_km': 97.36995351210354, 'edge_density_km': 25493.27449774239, 'street_density_km': 12843.480196529174, 'circuity_avg': 1.0564435607430949, 'self_loop_proportion': 0.0013065212451715518, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0564435607430949\n", - "644\n", - "5004035.202947997\n", - "{'n': 135, 'm': 396, 'k_avg': 5.866666666666666, 'intersection_count': 121, 'streets_per_node_avg': 3.140740740740741, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 74, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1037037037037037, 2: 0.0, 3: 0.5481481481481482, 4: 0.34814814814814815}, 'edge_length_total': 63205.60599999999, 'edge_length_avg': 159.61011616161613, 'street_length_total': 31602.803000000004, 'street_length_avg': 159.6101161616162, 'street_segments_count': 198, 'node_density_km': 26.97822747539192, 'intersection_density_km': 24.180485366832755, 'edge_density_km': 12630.92752879997, 'street_density_km': 6315.463764399987, 'circuity_avg': 1.0141257576584928, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0141257576584928\n", - "645\n", - "8010698.292650393\n", - "{'n': 4330, 'm': 10572, 'k_avg': 4.883140877598152, 'intersection_count': 2891, 'streets_per_node_avg': 2.508083140877598, 'streets_per_node_counts': {0: 0, 1: 1439, 2: 10, 3: 2148, 4: 710, 5: 21, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3323325635103926, 2: 0.0023094688221709007, 3: 0.49607390300230947, 4: 0.16397228637413394, 5: 0.004849884526558892, 6: 0.00046189376443418013}, 'edge_length_total': 299299.96399999945, 'edge_length_avg': 28.310628452516028, 'street_length_total': 151935.4199999998, 'street_length_avg': 28.141400259307243, 'street_segments_count': 5399, 'node_density_km': 540.5271602817276, 'intersection_density_km': 360.8923834583082, 'edge_density_km': 37362.53108853187, 'street_density_km': 18966.563768778637, 'circuity_avg': 1.0574634579981086, 'self_loop_proportion': 0.001513431706394249, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0574634579981086\n", - "646\n", - "26015370.76096837\n", - "{'n': 4391, 'm': 11618, 'k_avg': 5.291733090412206, 'intersection_count': 3641, 'streets_per_node_avg': 2.802778410384878, 'streets_per_node_counts': {0: 0, 1: 750, 2: 12, 3: 3007, 4: 600, 5: 20, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17080391710316556, 2: 0.002732862673650649, 3: 0.6848098383056251, 4: 0.13664313368253245, 5: 0.004554771122751082, 6: 0.0004554771122751082}, 'edge_length_total': 725328.775999998, 'edge_length_avg': 62.431466345326044, 'street_length_total': 374021.4900000009, 'street_length_avg': 61.587599209616485, 'street_segments_count': 6073, 'node_density_km': 168.78483264162998, 'intersection_density_km': 139.95572207883734, 'edge_density_km': 27880.77797023866, 'street_density_km': 14376.942517427291, 'circuity_avg': 1.069159248093917, 'self_loop_proportion': 0.003356860044758134, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069159248093917\n", - "647\n", - "7008643.359697776\n", - "{'n': 94, 'm': 276, 'k_avg': 5.872340425531915, 'intersection_count': 74, 'streets_per_node_avg': 2.978723404255319, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 36, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2127659574468085, 2: 0.0, 3: 0.3829787234042553, 4: 0.40425531914893614}, 'edge_length_total': 52596.32200000002, 'edge_length_avg': 190.5663840579711, 'street_length_total': 26298.16099999999, 'street_length_avg': 190.56638405797094, 'street_segments_count': 138, 'node_density_km': 13.412010738131414, 'intersection_density_km': 10.558391432146006, 'edge_density_km': 7504.493994151254, 'street_density_km': 3752.2469970756238, 'circuity_avg': 1.0158770776193629, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0158770776193629\n", - "648\n", - "10007943.388186961\n", - "error with entry 648\n", - "649\n", - "7003890.427849301\n", - "{'n': 658, 'm': 1702, 'k_avg': 5.173252279635259, 'intersection_count': 533, 'streets_per_node_avg': 2.7857142857142856, 'streets_per_node_counts': {0: 0, 1: 125, 2: 1, 3: 430, 4: 96, 5: 5, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1899696048632219, 2: 0.001519756838905775, 3: 0.6534954407294833, 4: 0.1458966565349544, 5: 0.007598784194528876, 6: 0.0, 7: 0.001519756838905775}, 'edge_length_total': 127661.30800000006, 'edge_length_avg': 75.00664394829616, 'street_length_total': 65833.122, 'street_length_avg': 73.55656089385475, 'street_segments_count': 895, 'node_density_km': 93.9477861309223, 'intersection_density_km': 76.10056232185651, 'edge_density_km': 18227.19948507265, 'street_density_km': 9399.507699068261, 'circuity_avg': 1.0739878387215136, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0739878387215136\n", - "650\n", - "6003496.016025017\n", - "{'n': 506, 'm': 1304, 'k_avg': 5.154150197628459, 'intersection_count': 404, 'streets_per_node_avg': 2.6877470355731226, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 358, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2015810276679842, 2: 0.0, 3: 0.7075098814229249, 4: 0.09090909090909091}, 'edge_length_total': 86780.0379999999, 'edge_length_avg': 66.54910889570544, 'street_length_total': 43709.63599999998, 'street_length_avg': 66.32721699544761, 'street_segments_count': 659, 'node_density_km': 84.28422350066425, 'intersection_density_km': 67.2941231112023, 'edge_density_km': 14454.917229620809, 'street_density_km': 7280.697094380787, 'circuity_avg': 1.0728008325699234, 'self_loop_proportion': 0.003067484662576687, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0728008325699234\n", - "651\n", - "48030944.94741625\n", - "{'n': 5765, 'm': 15067, 'k_avg': 5.227059843885516, 'intersection_count': 4672, 'streets_per_node_avg': 2.812489158716392, 'streets_per_node_counts': {0: 0, 1: 1093, 2: 20, 3: 3591, 4: 1005, 5: 48, 6: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18959236773633997, 2: 0.003469210754553339, 3: 0.622896790980052, 4: 0.17432784041630528, 5: 0.008326105810928014, 6: 0.0013876843018213356}, 'edge_length_total': 1043504.2980000002, 'edge_length_avg': 69.25760257516428, 'street_length_total': 548472.8640000002, 'street_length_avg': 68.51628532167398, 'street_segments_count': 8005, 'node_density_km': 120.0267870288927, 'intersection_density_km': 97.2706242842995, 'edge_density_km': 21725.666633092835, 'street_density_km': 11419.156225230676, 'circuity_avg': 1.0664494792848611, 'self_loop_proportion': 0.0033185106524191944, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0664494792848611\n", - "652\n", - "13009179.469193071\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2014, 'm': 5500, 'k_avg': 5.461767626613704, 'intersection_count': 1692, 'streets_per_node_avg': 2.878848063555114, 'streets_per_node_counts': {0: 0, 1: 322, 2: 1, 3: 1302, 4: 378, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15988083416087387, 2: 0.0004965243296921549, 3: 0.6464746772591857, 4: 0.18768619662363456, 5: 0.004965243296921549, 6: 0.0004965243296921549}, 'edge_length_total': 310165.6810000012, 'edge_length_avg': 56.3937601818184, 'street_length_total': 161467.71700000082, 'street_length_avg': 56.28013837574096, 'street_segments_count': 2869, 'node_density_km': 154.81376091161908, 'intersection_density_km': 130.06200767748734, 'edge_density_km': 23842.063347231233, 'street_density_km': 12411.829461064102, 'circuity_avg': 1.0875824888937835, 'self_loop_proportion': 0.0025454545454545456, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0875824888937835\n", - "653\n", - "17021811.184608992\n", - "{'n': 3094, 'm': 7997, 'k_avg': 5.169360051712993, 'intersection_count': 2498, 'streets_per_node_avg': 2.758241758241758, 'streets_per_node_counts': {0: 0, 1: 596, 2: 4, 3: 2057, 4: 426, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19263089851325146, 2: 0.001292824822236587, 3: 0.6648351648351648, 4: 0.13768584356819652, 5: 0.003555268261150614}, 'edge_length_total': 443875.7849999999, 'edge_length_avg': 55.505287607852935, 'street_length_total': 231812.9600000001, 'street_length_avg': 54.80211820330972, 'street_segments_count': 4230, 'node_density_km': 181.76679123297842, 'intersection_density_km': 146.7528909178992, 'edge_density_km': 26076.883369576408, 'street_density_km': 13618.583679838008, 'circuity_avg': 1.0647403365346997, 'self_loop_proportion': 0.003126172314617982, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0647403365346997\n", - "654\n", - "12011188.052186847\n", - "{'n': 188, 'm': 457, 'k_avg': 4.861702127659575, 'intersection_count': 149, 'streets_per_node_avg': 2.6382978723404253, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 139, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2074468085106383, 2: 0.0, 3: 0.7393617021276596, 4: 0.05319148936170213}, 'edge_length_total': 84348.04500000001, 'edge_length_avg': 184.56902625820572, 'street_length_total': 42608.008999999984, 'street_length_avg': 182.0855085470085, 'street_segments_count': 234, 'node_density_km': 15.652073648598925, 'intersection_density_km': 12.405100923623616, 'edge_density_km': 7022.4564492305135, 'street_density_km': 3547.36007919237, 'circuity_avg': 1.0835464041242067, 'self_loop_proportion': 0.01312910284463895, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0835464041242067\n", - "655\n", - "25035867.7072827\n", - "{'n': 1758, 'm': 4514, 'k_avg': 5.135381114903299, 'intersection_count': 1347, 'streets_per_node_avg': 2.6359499431171787, 'streets_per_node_counts': {0: 0, 1: 411, 2: 0, 3: 1173, 4: 168, 5: 4, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23378839590443687, 2: 0.0, 3: 0.6672354948805461, 4: 0.09556313993174062, 5: 0.0022753128555176336, 6: 0.0011376564277588168}, 'edge_length_total': 441630.0180000007, 'edge_length_avg': 97.83562649534795, 'street_length_total': 222340.425, 'street_length_avg': 97.17675917832167, 'street_segments_count': 2288, 'node_density_km': 70.21925585142048, 'intersection_density_km': 53.80280866431365, 'edge_density_km': 17639.892619800616, 'street_density_km': 8880.875534236955, 'circuity_avg': 1.072712596283721, 'self_loop_proportion': 0.003544528134692069, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072712596283721\n", - "656\n", - "16009917.126231138\n", - "{'n': 760, 'm': 2018, 'k_avg': 5.310526315789474, 'intersection_count': 622, 'streets_per_node_avg': 2.725, 'streets_per_node_counts': {0: 0, 1: 138, 2: 0, 3: 555, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18157894736842106, 2: 0.0, 3: 0.7302631578947368, 4: 0.0881578947368421}, 'edge_length_total': 249221.27499999927, 'edge_length_avg': 123.49914519326029, 'street_length_total': 124858.17600000002, 'street_length_avg': 123.25584995064168, 'street_segments_count': 1013, 'node_density_km': 47.47057676862004, 'intersection_density_km': 38.85091940800219, 'edge_density_km': 15566.681141132674, 'street_density_km': 7798.802143418255, 'circuity_avg': 1.0533255579315366, 'self_loop_proportion': 0.002973240832507433, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0533255579315366\n", - "657\n", - "8004902.190485384\n", - "{'n': 391, 'm': 975, 'k_avg': 4.987212276214834, 'intersection_count': 310, 'streets_per_node_avg': 2.662404092071611, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 281, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2071611253196931, 2: 0.0, 3: 0.7186700767263428, 4: 0.07161125319693094, 5: 0.0025575447570332483}, 'edge_length_total': 113717.88000000008, 'edge_length_avg': 116.63372307692316, 'street_length_total': 57005.75199999995, 'street_length_avg': 115.63032860040558, 'street_segments_count': 493, 'node_density_km': 48.84506902092347, 'intersection_density_km': 38.72626955623088, 'edge_density_km': 14206.029916913289, 'street_density_km': 7121.355220024664, 'circuity_avg': 1.0658106494751496, 'self_loop_proportion': 0.0020512820512820513, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0658106494751496\n", - "658\n", - "7003913.954684922\n", - "{'n': 132, 'm': 322, 'k_avg': 4.878787878787879, 'intersection_count': 108, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 93, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.7045454545454546, 4: 0.11363636363636363}, 'edge_length_total': 53314.87599999993, 'edge_length_avg': 165.57414906832275, 'street_length_total': 27004.673000000006, 'street_length_avg': 158.85101764705885, 'street_segments_count': 170, 'node_density_km': 18.846605034561446, 'intersection_density_km': 15.419949573732092, 'edge_density_km': 7612.154624534984, 'street_density_km': 3855.6545918067095, 'circuity_avg': 1.0342912453487774, 'self_loop_proportion': 0.006211180124223602, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0342912453487774\n", - "659\n", - "28022917.51401122\n", - "{'n': 7676, 'm': 21142, 'k_avg': 5.508598228243877, 'intersection_count': 6326, 'streets_per_node_avg': 2.8626889004689944, 'streets_per_node_counts': {0: 0, 1: 1350, 2: 4, 3: 4693, 4: 1611, 5: 15, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17587285044293904, 2: 0.0005211047420531526, 3: 0.6113861386138614, 4: 0.20987493486190725, 5: 0.0019541427826993227, 6: 0.0003908285565398645}, 'edge_length_total': 1041908.8350000025, 'edge_length_avg': 49.281469823101055, 'street_length_total': 535504.1290000001, 'street_length_avg': 48.967092995610834, 'street_segments_count': 10936, 'node_density_km': 273.9186594744129, 'intersection_density_km': 225.74380404313914, 'edge_density_km': 37180.598147179255, 'street_density_km': 19109.506664759392, 'circuity_avg': 1.0760785544533813, 'self_loop_proportion': 0.0030271497493141613, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0760785544533813\n", - "660\n", - "12010851.678038243\n", - "{'n': 542, 'm': 1521, 'k_avg': 5.612546125461255, 'intersection_count': 464, 'streets_per_node_avg': 2.915129151291513, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 361, 4: 96, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14391143911439114, 2: 0.0, 3: 0.6660516605166051, 4: 0.17712177121771217, 5: 0.012915129151291513}, 'edge_length_total': 196274.28400000065, 'edge_length_avg': 129.0429217619991, 'street_length_total': 99122.23400000013, 'street_length_avg': 128.89757347204178, 'street_segments_count': 769, 'node_density_km': 45.12585905885785, 'intersection_density_km': 38.63173174042443, 'edge_density_km': 16341.412687568758, 'street_density_km': 8252.723175430134, 'circuity_avg': 1.0358948242503296, 'self_loop_proportion': 0.0013149243918474688, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0358948242503296\n", - "661\n", - "11008536.056831196\n", - "{'n': 319, 'm': 832, 'k_avg': 5.216300940438871, 'intersection_count': 258, 'streets_per_node_avg': 2.7586206896551726, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 214, 4: 43, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19122257053291536, 2: 0.0, 3: 0.670846394984326, 4: 0.13479623824451412, 5: 0.003134796238244514}, 'edge_length_total': 103029.15899999994, 'edge_length_avg': 123.83312379807685, 'street_length_total': 51733.734000000004, 'street_length_avg': 122.30197163120569, 'street_segments_count': 423, 'node_density_km': 28.977513299967704, 'intersection_density_km': 23.436358719096138, 'edge_density_km': 9359.024530429422, 'street_density_km': 4699.419953109692, 'circuity_avg': 1.0414202060094353, 'self_loop_proportion': 0.002403846153846154, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0414202060094353\n", - "662\n", - "6003790.640749141\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1159, 'm': 2870, 'k_avg': 4.952545297670405, 'intersection_count': 856, 'streets_per_node_avg': 2.5772217428817945, 'streets_per_node_counts': {0: 0, 1: 303, 2: 4, 3: 735, 4: 114, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2614322691975841, 2: 0.003451251078515962, 3: 0.634167385677308, 4: 0.09836065573770492, 5: 0.0025884383088869713}, 'edge_length_total': 150930.74699999983, 'edge_length_avg': 52.58911045296161, 'street_length_total': 77160.355, 'street_length_avg': 52.63325716234652, 'street_segments_count': 1466, 'node_density_km': 193.0447061450801, 'intersection_density_km': 142.576590560991, 'edge_density_km': 25139.242194022776, 'street_density_km': 12851.939652308078, 'circuity_avg': 1.0828650144944323, 'self_loop_proportion': 0.0020905923344947735, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0828650144944323\n", - "663\n", - "7004142.770970939\n", - "{'n': 160, 'm': 421, 'k_avg': 5.2625, 'intersection_count': 139, 'streets_per_node_avg': 2.83125, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 125, 4: 13, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13125, 2: 0.0, 3: 0.78125, 4: 0.08125, 5: 0.00625}, 'edge_length_total': 49015.42600000006, 'edge_length_avg': 116.42619002375311, 'street_length_total': 25023.401000000027, 'street_length_avg': 115.31521198156695, 'street_segments_count': 217, 'node_density_km': 22.843623442847132, 'intersection_density_km': 19.845397865973446, 'edge_density_km': 6998.062090217126, 'street_density_km': 3572.657185646031, 'circuity_avg': 1.087413932736622, 'self_loop_proportion': 0.009501187648456057, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.087413932736622\n", - "664\n", - "8005638.019959043\n", - "{'n': 189, 'm': 517, 'k_avg': 5.470899470899471, 'intersection_count': 172, 'streets_per_node_avg': 2.941798941798942, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 151, 4: 19, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08994708994708994, 2: 0.0, 3: 0.798941798941799, 4: 0.10052910052910052, 5: 0.010582010582010581}, 'edge_length_total': 97739.30700000006, 'edge_length_avg': 189.05088394584152, 'street_length_total': 48909.14900000003, 'street_length_avg': 188.83841312741322, 'street_segments_count': 259, 'node_density_km': 23.608361948017095, 'intersection_density_km': 21.484858492375345, 'edge_density_km': 12208.809186266466, 'street_density_km': 6109.338053764544, 'circuity_avg': 1.0574079282528, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0574079282528\n", - "665\n", - "9013939.635375056\n", - "{'n': 164, 'm': 446, 'k_avg': 5.439024390243903, 'intersection_count': 135, 'streets_per_node_avg': 2.8658536585365852, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 100, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17682926829268292, 2: 0.0, 3: 0.6097560975609756, 4: 0.2073170731707317, 5: 0.006097560975609756}, 'edge_length_total': 77711.062, 'edge_length_avg': 174.24004932735428, 'street_length_total': 38855.531, 'street_length_avg': 174.24004932735428, 'street_segments_count': 223, 'node_density_km': 18.194042409201934, 'intersection_density_km': 14.976803202696715, 'edge_density_km': 8621.20949812269, 'street_density_km': 4310.604749061345, 'circuity_avg': 1.0410508067870323, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0410508067870323\n", - "666\n", - "12008495.556910237\n", - "{'n': 503, 'm': 1317, 'k_avg': 5.236580516898608, 'intersection_count': 437, 'streets_per_node_avg': 2.9980119284294235, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 307, 4: 129, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1312127236580517, 2: 0.0, 3: 0.610337972166998, 4: 0.25646123260437376, 5: 0.0019880715705765406}, 'edge_length_total': 117527.50699999995, 'edge_length_avg': 89.23880561883064, 'street_length_total': 61332.79399999996, 'street_length_avg': 83.44597823129246, 'street_segments_count': 735, 'node_density_km': 41.887012208665126, 'intersection_density_km': 36.390903250868114, 'edge_density_km': 9787.030060761379, 'street_density_km': 5107.450280456344, 'circuity_avg': 1.069465652113805, 'self_loop_proportion': 0.0015186028853454822, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069465652113805\n", - "667\n", - "5006267.156599087\n", - "{'n': 23, 'm': 68, 'k_avg': 5.913043478260869, 'intersection_count': 21, 'streets_per_node_avg': 3.217391304347826, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 12, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08695652173913043, 2: 0.0, 3: 0.5217391304347826, 4: 0.391304347826087}, 'edge_length_total': 19416.533999999992, 'edge_length_avg': 285.53726470588225, 'street_length_total': 9708.267, 'street_length_avg': 285.53726470588236, 'street_segments_count': 34, 'node_density_km': 4.594241433895952, 'intersection_density_km': 4.194742178774565, 'edge_density_km': 3878.4454350195424, 'street_density_km': 1939.2227175097719, 'circuity_avg': 1.0166200291707401, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0166200291707401\n", - "668\n", - "7003682.820785366\n", - "{'n': 429, 'm': 1053, 'k_avg': 4.909090909090909, 'intersection_count': 330, 'streets_per_node_avg': 2.6923076923076925, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 265, 4: 64, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.6177156177156177, 4: 0.14918414918414918, 5: 0.002331002331002331}, 'edge_length_total': 78027.83699999974, 'edge_length_avg': 74.10050997150972, 'street_length_total': 41069.15199999997, 'street_length_avg': 72.56033922261479, 'street_segments_count': 566, 'node_density_km': 61.25348776886695, 'intersection_density_km': 47.11806751451304, 'edge_density_km': 11140.972399325472, 'street_density_km': 5863.936596059991, 'circuity_avg': 1.0589865063952366, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0589865063952366\n", - "669\n", - "17027303.744771123\n", - "{'n': 1708, 'm': 4761, 'k_avg': 5.574941451990632, 'intersection_count': 1488, 'streets_per_node_avg': 2.9672131147540983, 'streets_per_node_counts': {0: 0, 1: 220, 2: 2, 3: 1105, 4: 377, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1288056206088993, 2: 0.00117096018735363, 3: 0.6469555035128806, 4: 0.22072599531615925, 5: 0.001756440281030445, 6: 0.000585480093676815}, 'edge_length_total': 307172.49499999906, 'edge_length_avg': 64.51848246166752, 'street_length_total': 157759.76799999995, 'street_length_avg': 62.77746438519696, 'street_segments_count': 2513, 'node_density_km': 100.30948091382382, 'intersection_density_km': 87.3890559717622, 'edge_density_km': 18039.99620869675, 'street_density_km': 9265.105642368424, 'circuity_avg': 1.0515982613409707, 'self_loop_proportion': 0.001260239445494644, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0515982613409707\n", - "670\n", - "10006072.060865173\n", - "{'n': 565, 'm': 1458, 'k_avg': 5.161061946902655, 'intersection_count': 466, 'streets_per_node_avg': 2.784070796460177, 'streets_per_node_counts': {0: 0, 1: 99, 2: 2, 3: 390, 4: 70, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1752212389380531, 2: 0.0035398230088495575, 3: 0.6902654867256637, 4: 0.12389380530973451, 5: 0.007079646017699115}, 'edge_length_total': 153639.55199999976, 'edge_length_avg': 105.37692181069943, 'street_length_total': 77814.72700000001, 'street_length_avg': 103.06586357615896, 'street_segments_count': 755, 'node_density_km': 56.465713674977, 'intersection_density_km': 46.57172136732617, 'edge_density_km': 15354.63177413049, 'street_density_km': 7776.750609696466, 'circuity_avg': 1.08344945510021, 'self_loop_proportion': 0.006858710562414266, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.08344945510021\n", - "671\n", - "8005239.158965542\n", - "{'n': 423, 'm': 1151, 'k_avg': 5.442080378250591, 'intersection_count': 361, 'streets_per_node_avg': 2.8226950354609928, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 313, 4: 47, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14657210401891252, 2: 0.0, 3: 0.7399527186761229, 4: 0.1111111111111111, 5: 0.002364066193853428}, 'edge_length_total': 113233.343, 'edge_length_avg': 98.37823023457862, 'street_length_total': 56801.621999999996, 'street_length_avg': 97.76527022375214, 'street_segments_count': 581, 'node_density_km': 52.84039509628606, 'intersection_density_km': 45.09546720983278, 'edge_density_km': 14144.904449629497, 'street_density_km': 7095.555906831901, 'circuity_avg': 1.085268246542237, 'self_loop_proportion': 0.005212858384013901, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.085268246542237\n", - "672\n", - "147066808.05385518\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 32906, 'm': 89206, 'k_avg': 5.421868352276181, 'intersection_count': 26803, 'streets_per_node_avg': 2.850878259284021, 'streets_per_node_counts': {0: 0, 1: 6103, 2: 66, 3: 19528, 4: 7064, 5: 135, 6: 9, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18546769586093723, 2: 0.002005713243785328, 3: 0.5934480034036346, 4: 0.2146720962742357, 5: 0.0041025952713790795, 6: 0.000273506351425272, 7: 3.0389594602808e-05}, 'edge_length_total': 4049911.9319999185, 'edge_length_avg': 45.399546353383386, 'street_length_total': 2136854.3839999987, 'street_length_avg': 45.739423434222324, 'street_segments_count': 46718, 'node_density_km': 223.74865161926937, 'intersection_density_km': 182.25050475145193, 'edge_density_km': 27537.905973432564, 'street_density_km': 14529.820917970103, 'circuity_avg': 1.063730127772408, 'self_loop_proportion': 0.0023765217586261015, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063730127772408\n", - "673\n", - "10006669.524215423\n", - "{'n': 934, 'm': 2478, 'k_avg': 5.3062098501070665, 'intersection_count': 810, 'streets_per_node_avg': 2.8693790149892933, 'streets_per_node_counts': {0: 0, 1: 124, 2: 3, 3: 686, 4: 115, 5: 4, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13276231263383298, 2: 0.0032119914346895075, 3: 0.734475374732334, 4: 0.12312633832976445, 5: 0.004282655246252677, 6: 0.0021413276231263384}, 'edge_length_total': 182869.1739999999, 'edge_length_avg': 73.79708393866018, 'street_length_total': 95006.72999999995, 'street_length_avg': 72.30344748858444, 'street_segments_count': 1314, 'node_density_km': 93.33774816284149, 'intersection_density_km': 80.94601286070836, 'edge_density_km': 18274.72902522359, 'street_density_km': 9494.340726461534, 'circuity_avg': 1.1003207142035671, 'self_loop_proportion': 0.004842615012106538, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1003207142035671\n", - "674\n", - "7005216.934594073\n", - "{'n': 151, 'm': 371, 'k_avg': 4.913907284768212, 'intersection_count': 121, 'streets_per_node_avg': 2.7019867549668874, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 106, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1986754966887417, 2: 0.0, 3: 0.7019867549668874, 4: 0.09933774834437085}, 'edge_length_total': 58379.863000000005, 'edge_length_avg': 157.35812129380056, 'street_length_total': 29869.391000000014, 'street_length_avg': 155.56974479166675, 'street_segments_count': 192, 'node_density_km': 21.5553638680784, 'intersection_density_km': 17.272841245281366, 'edge_density_km': 8333.769467109716, 'street_density_km': 4263.878089555672, 'circuity_avg': 1.0440765369855034, 'self_loop_proportion': 0.005390835579514825, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0440765369855034\n", - "675\n", - "13013471.077204898\n", - "{'n': 1013, 'm': 2616, 'k_avg': 5.1648568608094765, 'intersection_count': 795, 'streets_per_node_avg': 2.6831194471865745, 'streets_per_node_counts': {0: 0, 1: 218, 2: 0, 3: 682, 4: 111, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21520236920039487, 2: 0.0, 3: 0.6732477788746298, 4: 0.10957551826258638, 5: 0.0019743336623889436}, 'edge_length_total': 246206.47600000087, 'edge_length_avg': 94.11562538226333, 'street_length_total': 123959.50099999999, 'street_length_avg': 92.78405763473053, 'street_segments_count': 1336, 'node_density_km': 77.84241375649773, 'intersection_density_km': 61.09054189182202, 'edge_density_km': 18919.35476240997, 'street_density_km': 9525.47558330799, 'circuity_avg': 1.0737015380085624, 'self_loop_proportion': 0.005351681957186544, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0737015380085624\n", - "676\n", - "11012857.114812877\n", - "{'n': 256, 'm': 657, 'k_avg': 5.1328125, 'intersection_count': 213, 'streets_per_node_avg': 2.7421875, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 193, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16796875, 2: 0.0, 3: 0.75390625, 4: 0.078125}, 'edge_length_total': 107752.16500000002, 'edge_length_avg': 164.00633942161343, 'street_length_total': 53938.579000000034, 'street_length_avg': 163.94704863221895, 'street_segments_count': 329, 'node_density_km': 23.245557200198885, 'intersection_density_km': 19.34103001422798, 'edge_density_km': 9784.215292784253, 'street_density_km': 4897.782513445106, 'circuity_avg': 1.0696731344466979, 'self_loop_proportion': 0.0030441400304414, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0696731344466979\n", - "677\n", - "20022738.096752025\n", - "{'n': 2343, 'm': 6178, 'k_avg': 5.273580879214682, 'intersection_count': 1818, 'streets_per_node_avg': 2.686299615877081, 'streets_per_node_counts': {0: 0, 1: 525, 2: 3, 3: 1505, 4: 303, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22407170294494239, 2: 0.0012804097311139564, 3: 0.6423388817755015, 4: 0.1293213828425096, 5: 0.002560819462227913, 6: 0.0004268032437046522}, 'edge_length_total': 472462.91200000007, 'edge_length_avg': 76.47505859501457, 'street_length_total': 236854.87099999952, 'street_length_avg': 76.2081309523808, 'street_segments_count': 3108, 'node_density_km': 117.01696284885573, 'intersection_density_km': 90.79677270986757, 'edge_density_km': 23596.31883097149, 'street_density_km': 11829.294767553332, 'circuity_avg': 1.0582749028373666, 'self_loop_proportion': 0.0009711880867594691, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0582749028373666\n", - "678\n", - "7008725.130602183\n", - "{'n': 459, 'm': 1238, 'k_avg': 5.394335511982571, 'intersection_count': 386, 'streets_per_node_avg': 2.8583877995642704, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 306, 4: 79, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15904139433551198, 2: 0.0, 3: 0.6666666666666666, 4: 0.1721132897603486, 5: 0.002178649237472767}, 'edge_length_total': 98485.65599999984, 'edge_length_avg': 79.55222617124382, 'street_length_total': 49623.30600000006, 'street_length_avg': 79.27045686900968, 'street_segments_count': 626, 'node_density_km': 65.48979899295368, 'intersection_density_km': 55.07421004636192, 'edge_density_km': 14051.86452097859, 'street_density_km': 7080.218595437553, 'circuity_avg': 1.0628661922456948, 'self_loop_proportion': 0.0016155088852988692, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0628661922456948\n", - "679\n", - "80059364.54754597\n", - "error with entry 679\n", - "680\n", - "10005683.019183818\n", - "{'n': 441, 'm': 1184, 'k_avg': 5.369614512471656, 'intersection_count': 355, 'streets_per_node_avg': 2.7551020408163267, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 296, 4: 56, 5: 2, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19501133786848074, 2: 0.0, 3: 0.671201814058957, 4: 0.12698412698412698, 5: 0.0045351473922902496, 6: 0.0, 7: 0.0022675736961451248}, 'edge_length_total': 105000.60799999988, 'edge_length_avg': 88.68294594594585, 'street_length_total': 52500.30399999998, 'street_length_avg': 88.68294594594592, 'street_segments_count': 592, 'node_density_km': 44.074952120157526, 'intersection_density_km': 35.47983674071638, 'edge_density_km': 10494.096984551981, 'street_density_km': 5247.048492275995, 'circuity_avg': 1.114848669432516, 'self_loop_proportion': 0.015202702702702704, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.114848669432516\n", - "681\n", - "35018979.11487304\n", - "{'n': 1208, 'm': 3039, 'k_avg': 5.031456953642384, 'intersection_count': 920, 'streets_per_node_avg': 2.6026490066225167, 'streets_per_node_counts': {0: 0, 1: 288, 2: 0, 3: 826, 4: 92, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23841059602649006, 2: 0.0, 3: 0.6837748344370861, 4: 0.076158940397351, 5: 0.0016556291390728477}, 'edge_length_total': 425408.5699999995, 'edge_length_avg': 139.98307666995706, 'street_length_total': 215438.61000000022, 'street_length_avg': 138.99265161290336, 'street_segments_count': 1550, 'node_density_km': 34.49558012634772, 'intersection_density_km': 26.271468308145614, 'edge_density_km': 12147.94322257449, 'street_density_km': 6152.052842354292, 'circuity_avg': 1.0573722220306596, 'self_loop_proportion': 0.0013162224415926291, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0573722220306596\n", - "682\n", - "9005183.162894297\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 317, 'm': 1054, 'k_avg': 6.649842271293376, 'intersection_count': 298, 'streets_per_node_avg': 3.413249211356467, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 130, 4: 167, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05993690851735016, 2: 0.0, 3: 0.41009463722397477, 4: 0.526813880126183, 5: 0.0031545741324921135}, 'edge_length_total': 149038.1020000001, 'edge_length_avg': 141.40237381404185, 'street_length_total': 74519.05099999996, 'street_length_avg': 141.40237381404168, 'street_segments_count': 527, 'node_density_km': 35.20194917369288, 'intersection_density_km': 33.09205316643684, 'edge_density_km': 16550.25770204309, 'street_density_km': 8275.128851021535, 'circuity_avg': 1.024270260522448, 'self_loop_proportion': 0.003795066413662239, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024270260522448\n", - "683\n", - "8006327.316239882\n", - "{'n': 326, 'm': 814, 'k_avg': 4.993865030674846, 'intersection_count': 259, 'streets_per_node_avg': 2.644171779141104, 'streets_per_node_counts': {0: 0, 1: 67, 2: 1, 3: 239, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20552147239263804, 2: 0.003067484662576687, 3: 0.7331288343558282, 4: 0.05828220858895705}, 'edge_length_total': 89212.81400000009, 'edge_length_avg': 109.59805159705171, 'street_length_total': 44768.72700000003, 'street_length_avg': 109.7272720588236, 'street_segments_count': 408, 'node_density_km': 40.717795703748926, 'intersection_density_km': 32.34941437813182, 'edge_density_km': 11142.788756467962, 'street_density_km': 5591.66834326046, 'circuity_avg': 1.0610591692083968, 'self_loop_proportion': 0.004914004914004914, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0610591692083968\n", - "684\n", - "10005710.232549135\n", - "{'n': 400, 'm': 1083, 'k_avg': 5.415, 'intersection_count': 334, 'streets_per_node_avg': 2.8375, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 267, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.165, 2: 0.0, 3: 0.6675, 4: 0.1675}, 'edge_length_total': 146757.5110000003, 'edge_length_avg': 135.51016712834746, 'street_length_total': 73472.70800000006, 'street_length_avg': 135.55850184501855, 'street_segments_count': 542, 'node_density_km': 39.97717210506233, 'intersection_density_km': 33.38093870772705, 'edge_density_km': 14667.375687393975, 'street_density_km': 7343.077731852481, 'circuity_avg': 1.0497232384326038, 'self_loop_proportion': 0.0018467220683287165, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0497232384326038\n", - "685\n", - "13011087.8699013\n", - "error with entry 685\n", - "686\n", - "7008339.4648954775\n", - "{'n': 290, 'm': 728, 'k_avg': 5.020689655172414, 'intersection_count': 221, 'streets_per_node_avg': 2.5965517241379312, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 200, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23793103448275862, 2: 0.0, 3: 0.6896551724137931, 4: 0.07241379310344828}, 'edge_length_total': 82317.84300000004, 'edge_length_avg': 113.07396016483521, 'street_length_total': 41230.77500000002, 'street_length_avg': 112.96102739726034, 'street_segments_count': 365, 'node_density_km': 41.37927414227003, 'intersection_density_km': 31.53386063945406, 'edge_density_km': 11745.698594128778, 'street_density_km': 5883.1018683560505, 'circuity_avg': 1.054268181187228, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054268181187228\n", - "687\n", - "8007338.44880606\n", - "{'n': 120, 'm': 314, 'k_avg': 5.233333333333333, 'intersection_count': 103, 'streets_per_node_avg': 2.825, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 91, 4: 11, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14166666666666666, 2: 0.0, 3: 0.7583333333333333, 4: 0.09166666666666666, 5: 0.008333333333333333}, 'edge_length_total': 59053.55899999993, 'edge_length_avg': 188.06865923566855, 'street_length_total': 29784.39900000002, 'street_length_avg': 186.15249375000013, 'street_segments_count': 160, 'node_density_km': 14.986253018678472, 'intersection_density_km': 12.863200507699021, 'edge_density_km': 7374.929806895468, 'street_density_km': 3719.6378285272863, 'circuity_avg': 1.0486265653447722, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0486265653447722\n", - "688\n", - "21031590.857715655\n", - "{'n': 748, 'm': 2044, 'k_avg': 5.46524064171123, 'intersection_count': 622, 'streets_per_node_avg': 2.823529411764706, 'streets_per_node_counts': {0: 0, 1: 126, 2: 0, 3: 504, 4: 116, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16844919786096257, 2: 0.0, 3: 0.6737967914438503, 4: 0.15508021390374332, 5: 0.00267379679144385}, 'edge_length_total': 262857.34000000014, 'edge_length_avg': 128.59948140900204, 'street_length_total': 132952.56900000002, 'street_length_avg': 127.83900865384616, 'street_segments_count': 1040, 'node_density_km': 35.565545424519726, 'intersection_density_km': 29.574557826271754, 'edge_density_km': 12498.214794035337, 'street_density_km': 6321.565016144511, 'circuity_avg': 1.037827904018361, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.037827904018361\n", - "689\n", - "7004049.8799643805\n", - "{'n': 327, 'm': 922, 'k_avg': 5.63914373088685, 'intersection_count': 294, 'streets_per_node_avg': 2.9571865443425076, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 243, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10091743119266056, 2: 0.0, 3: 0.7431192660550459, 4: 0.1529051987767584, 5: 0.0030581039755351682}, 'edge_length_total': 103702.51200000015, 'edge_length_avg': 112.47560954446871, 'street_length_total': 51851.25599999998, 'street_length_avg': 112.4756095444685, 'street_segments_count': 461, 'node_density_km': 46.68727459171992, 'intersection_density_km': 41.97571477053718, 'edge_density_km': 14806.078451361276, 'street_density_km': 7403.039225680624, 'circuity_avg': 1.0412857611577138, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0412857611577138\n", - "690\n", - "11008719.146317786\n", - "{'n': 1587, 'm': 4547, 'k_avg': 5.730308758664147, 'intersection_count': 1368, 'streets_per_node_avg': 2.976055450535602, 'streets_per_node_counts': {0: 0, 1: 219, 2: 0, 3: 969, 4: 398, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13799621928166353, 2: 0.0, 3: 0.610586011342155, 4: 0.25078764965343414, 5: 0.000630119722747322}, 'edge_length_total': 284960.2029999992, 'edge_length_avg': 62.66993688146013, 'street_length_total': 144072.17699999985, 'street_length_avg': 61.99319148020648, 'street_segments_count': 2324, 'node_density_km': 144.15846011757165, 'intersection_density_km': 124.2651376438803, 'edge_density_km': 25884.955298847202, 'street_density_km': 13087.097153186014, 'circuity_avg': 1.052936341191675, 'self_loop_proportion': 0.0021992522542335605, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052936341191675\n", - "691\n", - "6003630.561728448\n", - "{'n': 73, 'm': 193, 'k_avg': 5.287671232876712, 'intersection_count': 61, 'streets_per_node_avg': 2.9315068493150687, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 44, 4: 15, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1643835616438356, 2: 0.0, 3: 0.6027397260273972, 4: 0.2054794520547945, 5: 0.0273972602739726}, 'edge_length_total': 47719.695999999996, 'edge_length_avg': 247.252310880829, 'street_length_total': 24171.44500000001, 'street_length_avg': 241.7144500000001, 'street_segments_count': 100, 'node_density_km': 12.159309146261537, 'intersection_density_km': 10.1605186016706, 'edge_density_km': 7948.473096296164, 'street_density_km': 4026.137976258326, 'circuity_avg': 1.1019852202337088, 'self_loop_proportion': 0.010362694300518135, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1019852202337088\n", - "692\n", - "4002565.3945774944\n", - "{'n': 289, 'm': 752, 'k_avg': 5.204152249134948, 'intersection_count': 242, 'streets_per_node_avg': 2.8339100346020762, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 198, 4: 42, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16262975778546712, 2: 0.0, 3: 0.6851211072664359, 4: 0.1453287197231834, 5: 0.006920415224913495}, 'edge_length_total': 75660.218, 'edge_length_avg': 100.61199202127659, 'street_length_total': 38702.708, 'street_length_avg': 98.48017302798982, 'street_segments_count': 393, 'node_density_km': 72.20369225985038, 'intersection_density_km': 60.46122327641451, 'edge_density_km': 18902.93113074461, 'street_density_km': 9669.475494999479, 'circuity_avg': 1.0968707540986384, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0968707540986384\n", - "693\n", - "4003292.892804341\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 232, 'm': 587, 'k_avg': 5.060344827586207, 'intersection_count': 187, 'streets_per_node_avg': 2.7456896551724137, 'streets_per_node_counts': {0: 0, 1: 45, 2: 2, 3: 152, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1939655172413793, 2: 0.008620689655172414, 3: 0.6551724137931034, 4: 0.14224137931034483}, 'edge_length_total': 65493.67199999997, 'edge_length_avg': 111.57354684838155, 'street_length_total': 33482.17699999999, 'street_length_avg': 111.98052508361201, 'street_segments_count': 299, 'node_density_km': 57.95229232839919, 'intersection_density_km': 46.71154597159762, 'edge_density_km': 16359.950109501255, 'street_density_km': 8363.659091789668, 'circuity_avg': 1.0517411753658437, 'self_loop_proportion': 0.010221465076660987, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0517411753658437\n", - "694\n", - "7008563.348666123\n", - "{'n': 575, 'm': 1467, 'k_avg': 5.102608695652174, 'intersection_count': 479, 'streets_per_node_avg': 2.7617391304347825, 'streets_per_node_counts': {0: 0, 1: 96, 2: 2, 3: 421, 4: 55, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16695652173913045, 2: 0.0034782608695652175, 3: 0.7321739130434782, 4: 0.09565217391304348, 5: 0.0017391304347826088}, 'edge_length_total': 120228.03400000022, 'edge_length_avg': 81.9550334014998, 'street_length_total': 61755.003999999986, 'street_length_avg': 79.99352849740932, 'street_segments_count': 772, 'node_density_km': 82.04249164836821, 'intersection_density_km': 68.344962607945, 'edge_density_km': 17154.447783208256, 'street_density_km': 8811.364173765121, 'circuity_avg': 1.0954537900021797, 'self_loop_proportion': 0.010906612133605999, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0954537900021797\n", - "695\n", - "26016381.76095138\n", - "{'n': 2812, 'm': 7455, 'k_avg': 5.302275960170697, 'intersection_count': 2243, 'streets_per_node_avg': 2.7852062588904696, 'streets_per_node_counts': {0: 0, 1: 569, 2: 2, 3: 1721, 4: 508, 5: 10, 6: 1, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2023470839260313, 2: 0.0007112375533428165, 3: 0.6120199146514936, 4: 0.1806543385490754, 5: 0.0035561877667140826, 6: 0.00035561877667140827, 7: 0.0, 8: 0.00035561877667140827}, 'edge_length_total': 486089.4500000004, 'edge_length_avg': 65.20314553990616, 'street_length_total': 250463.43699999992, 'street_length_avg': 64.7694432376519, 'street_segments_count': 3867, 'node_density_km': 108.08574481408475, 'intersection_density_km': 86.21490953698154, 'edge_density_km': 18683.975906656775, 'street_density_km': 9627.14336303008, 'circuity_avg': 1.066426278855906, 'self_loop_proportion': 0.0028169014084507044, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066426278855906\n", - "696\n", - "100087405.58123414\n", - "{'n': 9397, 'm': 25743, 'k_avg': 5.478982654038523, 'intersection_count': 7883, 'streets_per_node_avg': 2.8339895711397256, 'streets_per_node_counts': {0: 0, 1: 1514, 2: 4, 3: 6461, 4: 1368, 5: 46, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.161115249547728, 2: 0.0004256677663083963, 3: 0.6875598595296372, 4: 0.14557837607747154, 5: 0.004895179312546558, 6: 0.0004256677663083963}, 'edge_length_total': 2100642.901000002, 'edge_length_avg': 81.60054776055634, 'street_length_total': 1066300.8289999976, 'street_length_avg': 80.75589435019673, 'street_segments_count': 13204, 'node_density_km': 93.88793670321581, 'intersection_density_km': 78.76115835175591, 'edge_density_km': 20988.0842529688, 'street_density_km': 10653.696364769428, 'circuity_avg': 1.0593631950472653, 'self_loop_proportion': 0.0017868935244532494, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0593631950472653\n", - "697\n", - "8005977.224169062\n", - "{'n': 283, 'm': 674, 'k_avg': 4.763250883392226, 'intersection_count': 212, 'streets_per_node_avg': 2.522968197879859, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 205, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2508833922261484, 2: 0.0, 3: 0.7243816254416962, 4: 0.024734982332155476}, 'edge_length_total': 78747.50399999993, 'edge_length_avg': 116.8360593471809, 'street_length_total': 39415.398, 'street_length_avg': 116.61360355029586, 'street_segments_count': 338, 'node_density_km': 35.348589194790335, 'intersection_density_km': 26.480215227192758, 'edge_density_km': 9836.088936435004, 'street_density_km': 4923.2463316295425, 'circuity_avg': 1.0900546348263302, 'self_loop_proportion': 0.002967359050445104, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0900546348263302\n", - "698\n", - "76086269.92640747\n", - "error with entry 698\n", - "699\n", - "8011908.032469327\n", - "{'n': 46, 'm': 122, 'k_avg': 5.304347826086956, 'intersection_count': 41, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 31, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10869565217391304, 2: 0.0, 3: 0.6739130434782609, 4: 0.21739130434782608}, 'edge_length_total': 20855.78999999999, 'edge_length_avg': 170.94909836065565, 'street_length_total': 10427.894999999999, 'street_length_avg': 170.9490983606557, 'street_segments_count': 61, 'node_density_km': 5.741453822682295, 'intersection_density_km': 5.117382754999436, 'edge_density_km': 2603.0990265338937, 'street_density_km': 1301.5495132669473, 'circuity_avg': 1.0362060950748901, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0362060950748901\n", - "700\n", - "4004093.338902087\n", - "{'n': 45, 'm': 132, 'k_avg': 5.866666666666666, 'intersection_count': 37, 'streets_per_node_avg': 3.022222222222222, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 20, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17777777777777778, 2: 0.0, 3: 0.4444444444444444, 4: 0.37777777777777777}, 'edge_length_total': 26322.12200000001, 'edge_length_avg': 199.41001515151524, 'street_length_total': 13161.060999999994, 'street_length_avg': 199.41001515151507, 'street_segments_count': 66, 'node_density_km': 11.238499253451193, 'intersection_density_km': 9.240543830615426, 'edge_density_km': 6573.803298805586, 'street_density_km': 3286.90164940279, 'circuity_avg': 1.0648345781728177, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0648345781728177\n", - "701\n", - "35029975.7171705\n", - "{'n': 3885, 'm': 10384, 'k_avg': 5.345688545688546, 'intersection_count': 3312, 'streets_per_node_avg': 2.8754182754182755, 'streets_per_node_counts': {0: 0, 1: 573, 2: 11, 3: 2634, 4: 661, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14749034749034748, 2: 0.0028314028314028314, 3: 0.677992277992278, 4: 0.17014157014157014, 5: 0.0015444015444015444}, 'edge_length_total': 743660.9300000035, 'edge_length_avg': 71.61603717257353, 'street_length_total': 385846.6820000015, 'street_length_avg': 69.95044996374212, 'street_segments_count': 5516, 'node_density_km': 110.90501550349934, 'intersection_density_km': 94.54759622846585, 'edge_density_km': 21229.273351608015, 'street_density_km': 11014.757335697284, 'circuity_avg': 1.0690908018089833, 'self_loop_proportion': 0.005778120184899846, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0690908018089833\n", - "702\n", - "22025725.511688724\n", - "{'n': 5105, 'm': 14603, 'k_avg': 5.721057786483839, 'intersection_count': 4451, 'streets_per_node_avg': 2.9618021547502447, 'streets_per_node_counts': {0: 0, 1: 654, 2: 4, 3: 3352, 4: 1076, 5: 17, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12810969637610187, 2: 0.0007835455435847208, 3: 0.6566111655239961, 4: 0.2107737512242899, 5: 0.0033300685602350635, 6: 0.0001958863858961802, 7: 0.0001958863858961802}, 'edge_length_total': 653228.7150000033, 'edge_length_avg': 44.73250119838412, 'street_length_total': 332400.7370000009, 'street_length_avg': 44.23163499667344, 'street_segments_count': 7515, 'node_density_km': 231.77443109834692, 'intersection_density_km': 202.08187910259397, 'edge_density_km': 29657.534534031336, 'street_density_km': 15091.47731926473, 'circuity_avg': 1.0517651448849505, 'self_loop_proportion': 0.002191330548517428, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0517651448849505\n", - "703\n", - "11013728.83447276\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 537, 'm': 1321, 'k_avg': 4.919925512104283, 'intersection_count': 455, 'streets_per_node_avg': 2.7914338919925514, 'streets_per_node_counts': {0: 0, 1: 82, 2: 5, 3: 394, 4: 55, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1527001862197393, 2: 0.00931098696461825, 3: 0.7337057728119181, 4: 0.10242085661080075, 5: 0.00186219739292365}, 'edge_length_total': 134027.93700000024, 'edge_length_avg': 101.45945268735824, 'street_length_total': 69620.24600000014, 'street_length_avg': 95.89565564738312, 'street_segments_count': 726, 'node_density_km': 48.757328972836184, 'intersection_density_km': 41.31207575910701, 'edge_density_km': 12169.169861935892, 'street_density_km': 6321.2239057575225, 'circuity_avg': 1.0880747211750017, 'self_loop_proportion': 0.003028009084027252, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0880747211750017\n", - "704\n", - "168160000.51699758\n", - "error with entry 704\n", - "705\n", - "14007898.719475525\n", - "{'n': 1211, 'm': 3076, 'k_avg': 5.080099091659785, 'intersection_count': 929, 'streets_per_node_avg': 2.6820809248554913, 'streets_per_node_counts': {0: 0, 1: 282, 2: 0, 3: 752, 4: 175, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23286540049545829, 2: 0.0, 3: 0.6209744013212222, 4: 0.14450867052023122, 5: 0.0016515276630883566}, 'edge_length_total': 224601.2029999993, 'edge_length_avg': 73.01729616384893, 'street_length_total': 116390.55500000002, 'street_length_avg': 72.6532802746567, 'street_segments_count': 1602, 'node_density_km': 86.45122471626077, 'intersection_density_km': 66.31972564938583, 'edge_density_km': 16033.896839054865, 'street_density_km': 8308.92322473601, 'circuity_avg': 1.0625516139459115, 'self_loop_proportion': 0.003250975292587776, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0625516139459115\n", - "706\n", - "17010840.83030083\n", - "{'n': 2928, 'm': 8204, 'k_avg': 5.603825136612022, 'intersection_count': 2413, 'streets_per_node_avg': 2.8401639344262297, 'streets_per_node_counts': {0: 0, 1: 515, 2: 0, 3: 1868, 4: 528, 5: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1758879781420765, 2: 0.0, 3: 0.6379781420765027, 4: 0.18032786885245902, 5: 0.005806010928961749}, 'edge_length_total': 497694.14100000175, 'edge_length_avg': 60.6648148464166, 'street_length_total': 249899.59999999977, 'street_length_avg': 60.5230322111891, 'street_segments_count': 4129, 'node_density_km': 172.1255303726347, 'intersection_density_km': 141.8507188487594, 'edge_density_km': 29257.468573421498, 'street_density_km': 14690.60832988703, 'circuity_avg': 1.0580527971663947, 'self_loop_proportion': 0.004631886884446611, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0580527971663947\n", - "707\n", - "102159354.234871\n", - "error with entry 707\n", - "708\n", - "13005908.060402555\n", - "{'n': 123, 'm': 310, 'k_avg': 5.040650406504065, 'intersection_count': 96, 'streets_per_node_avg': 2.6178861788617884, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 89, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21951219512195122, 2: 0.0, 3: 0.7235772357723578, 4: 0.056910569105691054}, 'edge_length_total': 72955.91399999998, 'edge_length_avg': 235.34165806451605, 'street_length_total': 36477.95700000001, 'street_length_avg': 235.3416580645162, 'street_segments_count': 155, 'node_density_km': 9.457240465545237, 'intersection_density_km': 7.381260851157257, 'edge_density_km': 5609.444081964536, 'street_density_km': 2804.72204098227, 'circuity_avg': 1.0685248415834394, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0685248415834394\n", - "709\n", - "41021298.526456535\n", - "{'n': 1511, 'm': 3987, 'k_avg': 5.27729980145599, 'intersection_count': 1230, 'streets_per_node_avg': 2.7498345466578424, 'streets_per_node_counts': {0: 0, 1: 281, 2: 0, 3: 1050, 4: 176, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18596955658504302, 2: 0.0, 3: 0.6949040370615487, 4: 0.11647915287888816, 5: 0.0026472534745201853}, 'edge_length_total': 540197.9300000016, 'edge_length_avg': 135.48982442939592, 'street_length_total': 276336.8340000005, 'street_length_avg': 134.73273232569503, 'street_segments_count': 2051, 'node_density_km': 36.83452387606614, 'intersection_density_km': 29.98442380381294, 'edge_density_km': 13168.718431758149, 'street_density_km': 6736.423368504, 'circuity_avg': 1.0602321674872466, 'self_loop_proportion': 0.001003260596940055, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0602321674872466\n", - "710\n", - "4005104.4085971625\n", - "{'n': 868, 'm': 2417, 'k_avg': 5.5691244239631335, 'intersection_count': 749, 'streets_per_node_avg': 2.9331797235023043, 'streets_per_node_counts': {0: 0, 1: 119, 2: 37, 3: 497, 4: 213, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13709677419354838, 2: 0.04262672811059908, 3: 0.5725806451612904, 4: 0.24539170506912442, 5: 0.002304147465437788}, 'edge_length_total': 98122.14300000001, 'edge_length_avg': 40.59666652875466, 'street_length_total': 51530.625999999975, 'street_length_avg': 40.994929196499584, 'street_segments_count': 1257, 'node_density_km': 216.72343875400435, 'intersection_density_km': 187.01135440869731, 'edge_density_km': 24499.27217612, 'street_density_km': 12866.237866205644, 'circuity_avg': 1.0624979888137025, 'self_loop_proportion': 0.0008274720728175424, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0624979888137025\n", - "711\n", - "5005051.639168226\n", - "{'n': 573, 'm': 1468, 'k_avg': 5.1239092495637, 'intersection_count': 471, 'streets_per_node_avg': 2.743455497382199, 'streets_per_node_counts': {0: 0, 1: 102, 2: 1, 3: 412, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17801047120418848, 2: 0.0017452006980802793, 3: 0.7190226876090751, 4: 0.1012216404886562}, 'edge_length_total': 94745.08700000012, 'edge_length_avg': 64.54025000000009, 'street_length_total': 49468.986000000055, 'street_length_avg': 64.32898049414831, 'street_segments_count': 769, 'node_density_km': 114.48433329155922, 'intersection_density_km': 94.1049231768314, 'edge_density_km': 18929.89200322127, 'street_density_km': 9883.811310330688, 'circuity_avg': 1.063810585915013, 'self_loop_proportion': 0.004087193460490463, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063810585915013\n", - "712\n", - "7003664.267444523\n", - "{'n': 168, 'm': 426, 'k_avg': 5.071428571428571, 'intersection_count': 140, 'streets_per_node_avg': 2.738095238095238, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 128, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.7619047619047619, 4: 0.07142857142857142}, 'edge_length_total': 71026.04800000005, 'edge_length_avg': 166.7278122065729, 'street_length_total': 36084.54599999999, 'street_length_avg': 166.2882304147465, 'street_segments_count': 217, 'node_density_km': 23.987443370311546, 'intersection_density_km': 19.98953614192629, 'edge_density_km': 10141.269667958517, 'street_density_km': 5152.238117371439, 'circuity_avg': 1.0466710245826816, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0466710245826816\n", - "713\n", - "9008093.341537967\n", - "{'n': 1247, 'm': 3216, 'k_avg': 5.157979149959904, 'intersection_count': 990, 'streets_per_node_avg': 2.7161186848436247, 'streets_per_node_counts': {0: 0, 1: 257, 2: 5, 3: 828, 4: 150, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20609462710505214, 2: 0.00400962309542903, 3: 0.6639935846030474, 4: 0.12028869286287089, 5: 0.0048115477145148355, 6: 0.0008019246190858059}, 'edge_length_total': 222141.41499999954, 'edge_length_avg': 69.07382307213916, 'street_length_total': 114499.78899999999, 'street_length_avg': 68.31729653937947, 'street_segments_count': 1676, 'node_density_km': 138.43107000788444, 'intersection_density_km': 109.90117025485614, 'edge_density_km': 24660.20350562586, 'street_density_km': 12710.768489933438, 'circuity_avg': 1.0669960744941582, 'self_loop_proportion': 0.004353233830845771, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0669960744941582\n", - "714\n", - "33017199.523539383\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2558, 'm': 6916, 'k_avg': 5.407349491790462, 'intersection_count': 2014, 'streets_per_node_avg': 2.7705238467552777, 'streets_per_node_counts': {0: 0, 1: 544, 2: 0, 3: 1522, 4: 483, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21266614542611414, 2: 0.0, 3: 0.5949960906958561, 4: 0.18881939014855356, 5: 0.003518373729476153}, 'edge_length_total': 670886.6310000012, 'edge_length_avg': 97.00500737420492, 'street_length_total': 337229.9719999993, 'street_length_avg': 96.5445095906096, 'street_segments_count': 3493, 'node_density_km': 77.4747718435748, 'intersection_density_km': 60.9985107478341, 'edge_density_km': 20319.307533084302, 'street_density_km': 10213.766669083292, 'circuity_avg': 1.0580266934477867, 'self_loop_proportion': 0.003470213996529786, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0580266934477867\n", - "715\n", - "20015514.58074633\n", - "{'n': 745, 'm': 2068, 'k_avg': 5.551677852348993, 'intersection_count': 658, 'streets_per_node_avg': 2.91006711409396, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 555, 4: 100, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11677852348993288, 2: 0.0, 3: 0.7449664429530202, 4: 0.1342281879194631, 5: 0.0026845637583892616, 6: 0.0013422818791946308}, 'edge_length_total': 309960.6669999994, 'edge_length_avg': 149.88426837524148, 'street_length_total': 155163.7120000001, 'street_length_avg': 149.195876923077, 'street_segments_count': 1040, 'node_density_km': 37.221126491379, 'intersection_density_km': 32.87449829708374, 'edge_density_km': 15486.020394307629, 'street_density_km': 7752.172015065646, 'circuity_avg': 1.037923657753006, 'self_loop_proportion': 0.0009671179883945841, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.037923657753006\n", - "716\n", - "11008560.893001366\n", - "{'n': 1429, 'm': 3842, 'k_avg': 5.377186843946816, 'intersection_count': 1158, 'streets_per_node_avg': 2.8236529041287612, 'streets_per_node_counts': {0: 0, 1: 271, 2: 3, 3: 880, 4: 259, 5: 14, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18964310706787962, 2: 0.002099370188943317, 3: 0.615815255423373, 4: 0.18124562631210636, 5: 0.00979706088173548, 6: 0.0013995801259622112}, 'edge_length_total': 277292.38199999963, 'edge_length_avg': 72.17396720458085, 'street_length_total': 140654.71800000008, 'street_length_avg': 70.93026626323756, 'street_segments_count': 1983, 'node_density_km': 129.80806609413216, 'intersection_density_km': 105.19086111756826, 'edge_density_km': 25188.794856581735, 'street_density_km': 12776.848796777838, 'circuity_avg': 1.0785192435344524, 'self_loop_proportion': 0.004685059864653826, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0785192435344524\n", - "717\n", - "25020395.68652719\n", - "{'n': 1833, 'm': 4913, 'k_avg': 5.360611020185488, 'intersection_count': 1559, 'streets_per_node_avg': 2.8254228041462084, 'streets_per_node_counts': {0: 0, 1: 274, 2: 2, 3: 1334, 4: 216, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14948172394980905, 2: 0.0010911074740861974, 3: 0.7277686852154938, 4: 0.11783960720130933, 5: 0.0038188761593016913}, 'edge_length_total': 414699.3620000023, 'edge_length_avg': 84.4085817219626, 'street_length_total': 210254.99800000025, 'street_length_avg': 82.71243036978767, 'street_segments_count': 2542, 'node_density_km': 73.2602322906916, 'intersection_density_km': 62.30916647091556, 'edge_density_km': 16574.452586427593, 'street_density_km': 8403.344241003228, 'circuity_avg': 1.0503359178370226, 'self_loop_proportion': 0.001628332994097293, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0503359178370226\n", - "718\n", - "15008281.12491404\n", - "{'n': 3344, 'm': 9143, 'k_avg': 5.4683014354066986, 'intersection_count': 2814, 'streets_per_node_avg': 2.889055023923445, 'streets_per_node_counts': {0: 0, 1: 530, 2: 7, 3: 2118, 4: 682, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15849282296650719, 2: 0.0020933014354066986, 3: 0.6333732057416268, 4: 0.20394736842105263, 5: 0.0020933014354066986}, 'edge_length_total': 511951.67399999854, 'edge_length_avg': 55.99383944000859, 'street_length_total': 263946.5780000011, 'street_length_avg': 55.24206320636272, 'street_segments_count': 4778, 'node_density_km': 222.81032532425678, 'intersection_density_km': 187.4964878775295, 'edge_density_km': 34111.279615501655, 'street_density_km': 17586.7293398339, 'circuity_avg': 1.0669462182875211, 'self_loop_proportion': 0.0032811987312698237, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0669462182875211\n", - "719\n", - "10015620.423196783\n", - "{'n': 402, 'm': 1058, 'k_avg': 5.263681592039801, 'intersection_count': 337, 'streets_per_node_avg': 2.783582089552239, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 294, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16169154228855723, 2: 0.0, 3: 0.7313432835820896, 4: 0.10696517412935323}, 'edge_length_total': 147311.99200000023, 'edge_length_avg': 139.23628733459378, 'street_length_total': 73701.63600000001, 'street_length_avg': 139.05969056603777, 'street_segments_count': 530, 'node_density_km': 40.137303832815356, 'intersection_density_km': 33.64744127278303, 'edge_density_km': 14708.224331147449, 'street_density_km': 7358.669047531251, 'circuity_avg': 1.0472985964957597, 'self_loop_proportion': 0.001890359168241966, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0472985964957597\n", - "720\n", - "9005225.370855706\n", - "{'n': 149, 'm': 360, 'k_avg': 4.832214765100671, 'intersection_count': 110, 'streets_per_node_avg': 2.51006711409396, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 105, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26174496644295303, 2: 0.0, 3: 0.7046979865771812, 4: 0.03355704697986577}, 'edge_length_total': 72271.56600000004, 'edge_length_avg': 200.7543500000001, 'street_length_total': 36135.78299999998, 'street_length_avg': 200.7543499999999, 'street_segments_count': 180, 'node_density_km': 16.54594903112808, 'intersection_density_km': 12.215130157208652, 'edge_density_km': 8025.514412320871, 'street_density_km': 4012.7572061604315, 'circuity_avg': 1.052457631423952, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052457631423952\n", - "721\n", - "8009700.479750546\n", - "{'n': 183, 'm': 508, 'k_avg': 5.551912568306011, 'intersection_count': 154, 'streets_per_node_avg': 2.8688524590163933, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 121, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15846994535519127, 2: 0.0, 3: 0.6612021857923497, 4: 0.17486338797814208, 5: 0.00546448087431694}, 'edge_length_total': 101403.82600000002, 'edge_length_avg': 199.61383070866145, 'street_length_total': 50701.91300000002, 'street_length_avg': 199.6138307086615, 'street_segments_count': 254, 'node_density_km': 22.847296283131346, 'intersection_density_km': 19.226686489629657, 'edge_density_km': 12660.127086694525, 'street_density_km': 6330.063543347264, 'circuity_avg': 1.0545736234502936, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0545736234502936\n", - "722\n", - "5005430.587368206\n", - "{'n': 454, 'm': 1161, 'k_avg': 5.11453744493392, 'intersection_count': 359, 'streets_per_node_avg': 2.693832599118943, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 311, 4: 45, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2092511013215859, 2: 0.0, 3: 0.6850220264317181, 4: 0.09911894273127753, 5: 0.006607929515418502}, 'edge_length_total': 99416.1630000001, 'edge_length_avg': 85.62977002583987, 'street_length_total': 49955.59200000002, 'street_length_avg': 84.9584897959184, 'street_segments_count': 588, 'node_density_km': 90.70148752950895, 'intersection_density_km': 71.72210137245311, 'edge_density_km': 19861.66050347167, 'street_density_km': 9980.278644971891, 'circuity_avg': 1.0639106688870599, 'self_loop_proportion': 0.00516795865633075, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639106688870599\n", - "723\n", - "9005359.698407996\n", - "{'n': 430, 'm': 1124, 'k_avg': 5.227906976744186, 'intersection_count': 343, 'streets_per_node_avg': 2.6906976744186046, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 302, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20232558139534884, 2: 0.0, 3: 0.7023255813953488, 4: 0.09534883720930233}, 'edge_length_total': 109142.6660000001, 'edge_length_avg': 97.10201601423496, 'street_length_total': 54813.828000000045, 'street_length_avg': 97.01562477876114, 'street_segments_count': 565, 'node_density_km': 47.74934199197141, 'intersection_density_km': 38.08842861220045, 'edge_density_km': 12119.745313370966, 'street_density_km': 6086.800509444421, 'circuity_avg': 1.064221583752294, 'self_loop_proportion': 0.005338078291814947, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064221583752294\n", - "724\n", - "10004773.790452918\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2364, 'm': 7020, 'k_avg': 5.939086294416244, 'intersection_count': 2196, 'streets_per_node_avg': 3.1104060913705585, 'streets_per_node_counts': {0: 0, 1: 168, 2: 5, 3: 1599, 4: 582, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07106598984771574, 2: 0.0021150592216582064, 3: 0.6763959390862944, 4: 0.24619289340101522, 5: 0.004230118443316413}, 'edge_length_total': 330445.1300000003, 'edge_length_avg': 47.071955840455885, 'street_length_total': 169333.56699999998, 'street_length_avg': 46.380051218844145, 'street_segments_count': 3651, 'node_density_km': 236.28720144136128, 'intersection_density_km': 219.49521758258433, 'edge_density_km': 33028.7457688777, 'street_density_km': 16925.27692745907, 'circuity_avg': 1.0888832867784293, 'self_loop_proportion': 0.003703703703703704, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0888832867784293\n", - "725\n", - "54033345.69260716\n", - "{'n': 8392, 'm': 23703, 'k_avg': 5.6489513822688275, 'intersection_count': 7333, 'streets_per_node_avg': 3.0259771210676836, 'streets_per_node_counts': {0: 0, 1: 1059, 2: 14, 3: 5038, 4: 2215, 5: 63, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12619161105815063, 2: 0.0016682554814108675, 3: 0.6003336510962822, 4: 0.26394184938036225, 5: 0.007507149666348903, 6: 0.0003574833174451859}, 'edge_length_total': 1299688.5210000055, 'edge_length_avg': 54.832237311732925, 'street_length_total': 678170.1409999981, 'street_length_avg': 53.716446811881035, 'street_segments_count': 12625, 'node_density_km': 155.3115005637749, 'intersection_density_km': 135.71249209177327, 'edge_density_km': 24053.45262893519, 'street_density_km': 12550.955938543435, 'circuity_avg': 1.048318793846556, 'self_loop_proportion': 0.001982871366493693, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048318793846556\n", - "726\n", - "11008680.773912031\n", - "{'n': 796, 'm': 2117, 'k_avg': 5.319095477386934, 'intersection_count': 634, 'streets_per_node_avg': 2.7613065326633164, 'streets_per_node_counts': {0: 0, 1: 162, 2: 0, 3: 505, 4: 125, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20351758793969849, 2: 0.0, 3: 0.6344221105527639, 4: 0.157035175879397, 5: 0.0037688442211055275, 6: 0.001256281407035176}, 'edge_length_total': 164198.0840000002, 'edge_length_avg': 77.56168351440728, 'street_length_total': 82484.3199999999, 'street_length_avg': 77.16026192703453, 'street_segments_count': 1069, 'node_density_km': 72.30657481560658, 'intersection_density_km': 57.59091511695298, 'edge_density_km': 14915.327946388528, 'street_density_km': 7492.6616271286775, 'circuity_avg': 1.0631320890099656, 'self_loop_proportion': 0.003778932451582428, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0631320890099656\n", - "727\n", - "84119513.79345082\n", - "{'n': 5601, 'm': 15269, 'k_avg': 5.452240671308695, 'intersection_count': 4695, 'streets_per_node_avg': 2.8419925013390466, 'streets_per_node_counts': {0: 0, 1: 906, 2: 4, 3: 3796, 4: 862, 5: 30, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.161756829137654, 2: 0.0007141581860382074, 3: 0.6777361185502588, 4: 0.1539010890912337, 5: 0.005356186395286556, 6: 0.0005356186395286556}, 'edge_length_total': 1557781.2889999996, 'edge_length_avg': 102.02248274281222, 'street_length_total': 789442.1660000009, 'street_length_avg': 101.31444635523626, 'street_segments_count': 7792, 'node_density_km': 66.58383706012421, 'intersection_density_km': 55.8134467054603, 'edge_density_km': 18518.667295498344, 'street_density_km': 9384.768532286304, 'circuity_avg': 1.0537351501058998, 'self_loop_proportion': 0.0031436243368917413, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0537351501058998\n", - "728\n", - "119067665.1207843\n", - "error with entry 728\n", - "729\n", - "6003016.654877425\n", - "{'n': 504, 'm': 1286, 'k_avg': 5.103174603174603, 'intersection_count': 426, 'streets_per_node_avg': 2.8432539682539684, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 349, 4: 77}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15476190476190477, 2: 0.0, 3: 0.6924603174603174, 4: 0.1527777777777778}, 'edge_length_total': 114000.19799999996, 'edge_length_avg': 88.64712130637633, 'street_length_total': 59697.08999999994, 'street_length_avg': 85.40356223175957, 'street_segments_count': 699, 'node_density_km': 83.95778805486108, 'intersection_density_km': 70.96432085589448, 'edge_density_km': 18990.48504344483, 'street_density_km': 9944.515138317385, 'circuity_avg': 1.0547257875814626, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0547257875814626\n", - "730\n", - "14019451.442615282\n", - "{'n': 890, 'm': 2321, 'k_avg': 5.215730337078652, 'intersection_count': 769, 'streets_per_node_avg': 2.850561797752809, 'streets_per_node_counts': {0: 0, 1: 121, 2: 5, 3: 655, 4: 105, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13595505617977527, 2: 0.0056179775280898875, 3: 0.7359550561797753, 4: 0.11797752808988764, 5: 0.0033707865168539327, 6: 0.0011235955056179776}, 'edge_length_total': 237860.5359999998, 'edge_length_avg': 102.48191986212831, 'street_length_total': 122798.785, 'street_length_avg': 99.03127822580646, 'street_segments_count': 1240, 'node_density_km': 63.4832256913166, 'intersection_density_km': 54.8523601759803, 'edge_density_km': 16966.46526960171, 'street_density_km': 8759.171890757825, 'circuity_avg': 1.0926641123074874, 'self_loop_proportion': 0.006031882809133994, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0926641123074874\n", - "731\n", - "43032906.96321787\n", - "{'n': 6340, 'm': 18559, 'k_avg': 5.854574132492114, 'intersection_count': 5628, 'streets_per_node_avg': 3.010725552050473, 'streets_per_node_counts': {0: 0, 1: 712, 2: 5, 3: 4168, 4: 1418, 5: 32, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11230283911671925, 2: 0.0007886435331230284, 3: 0.6574132492113565, 4: 0.22365930599369085, 5: 0.005047318611987382, 6: 0.0007886435331230284}, 'edge_length_total': 1068294.0679999979, 'edge_length_avg': 57.56204903281415, 'street_length_total': 542809.2189999985, 'street_length_avg': 57.282526276909934, 'street_segments_count': 9476, 'node_density_km': 147.32911270482097, 'intersection_density_km': 130.78363506352247, 'edge_density_km': 24825.05002306993, 'street_density_km': 12613.81712985278, 'circuity_avg': 1.0623028929010743, 'self_loop_proportion': 0.0012392909100705856, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0623028929010743\n", - "732\n", - "9004721.436789231\n", - "{'n': 393, 'm': 982, 'k_avg': 4.997455470737913, 'intersection_count': 305, 'streets_per_node_avg': 2.6895674300254453, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 252, 4: 52, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22391857506361323, 2: 0.0, 3: 0.6412213740458015, 4: 0.13231552162849872, 5: 0.002544529262086514}, 'edge_length_total': 107551.71699999993, 'edge_length_avg': 109.52313340122193, 'street_length_total': 55575.46900000006, 'street_length_avg': 108.12348054474721, 'street_segments_count': 514, 'node_density_km': 43.64377096601559, 'intersection_density_km': 33.87111996090268, 'edge_density_km': 11943.924945928047, 'street_density_km': 6171.814352073542, 'circuity_avg': 1.1094512540917747, 'self_loop_proportion': 0.006109979633401222, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1094512540917747\n", - "733\n", - "22018059.379641578\n", - "{'n': 3308, 'm': 9297, 'k_avg': 5.620918984280532, 'intersection_count': 2879, 'streets_per_node_avg': 3.0266021765417173, 'streets_per_node_counts': {0: 0, 1: 429, 2: 4, 3: 1931, 4: 940, 5: 2, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1296856106408706, 2: 0.0012091898428053204, 3: 0.5837363966142685, 4: 0.2841596130592503, 5: 0.0006045949214026602, 6: 0.0006045949214026602}, 'edge_length_total': 544524.6330000011, 'edge_length_avg': 58.56992933204271, 'street_length_total': 280999.79399999976, 'street_length_avg': 56.55057234856103, 'street_segments_count': 4969, 'node_density_km': 150.24030696631945, 'intersection_density_km': 130.75630101452046, 'edge_density_km': 24730.818625345408, 'street_density_km': 12762.241628788543, 'circuity_avg': 1.0522605592231005, 'self_loop_proportion': 0.002473916317091535, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0522605592231005\n", - "734\n", - "11007619.965353226\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 209, 'm': 555, 'k_avg': 5.311004784688995, 'intersection_count': 180, 'streets_per_node_avg': 2.813397129186603, 'streets_per_node_counts': {0: 0, 1: 29, 2: 2, 3: 157, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13875598086124402, 2: 0.009569377990430622, 3: 0.7511961722488039, 4: 0.10047846889952153}, 'edge_length_total': 105315.92200000012, 'edge_length_avg': 189.75841801801823, 'street_length_total': 52828.96699999999, 'street_length_avg': 186.01748943661968, 'street_segments_count': 284, 'node_density_km': 18.986847352818593, 'intersection_density_km': 16.352308724915535, 'edge_density_km': 9567.547056628477, 'street_density_km': 4799.308766679859, 'circuity_avg': 1.0520721577250587, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0520721577250587\n", - "735\n", - "12012994.11932615\n", - "{'n': 412, 'm': 1188, 'k_avg': 5.766990291262136, 'intersection_count': 378, 'streets_per_node_avg': 3.0436893203883497, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 294, 4: 82, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0825242718446602, 2: 0.0, 3: 0.7135922330097088, 4: 0.19902912621359223, 5: 0.0048543689320388345}, 'edge_length_total': 193835.74600000016, 'edge_length_avg': 163.1614023569025, 'street_length_total': 97084.55100000012, 'street_length_avg': 162.0777145242072, 'street_segments_count': 599, 'node_density_km': 34.29619592813973, 'intersection_density_km': 31.465927332128196, 'edge_density_km': 16135.506608478476, 'street_density_km': 8081.62811332883, 'circuity_avg': 1.0396937094247907, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0396937094247907\n", - "736\n", - "11011071.337871455\n", - "{'n': 529, 'm': 1420, 'k_avg': 5.368620037807183, 'intersection_count': 466, 'streets_per_node_avg': 2.88468809073724, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 401, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11909262759924386, 2: 0.0, 3: 0.7580340264650284, 4: 0.12287334593572778}, 'edge_length_total': 158570.39799999987, 'edge_length_avg': 111.6692943661971, 'street_length_total': 80282.159, 'street_length_avg': 111.04033056708161, 'street_segments_count': 723, 'node_density_km': 48.042554967431606, 'intersection_density_km': 42.32104085977907, 'edge_density_km': 14400.996336715501, 'street_density_km': 7291.039766846094, 'circuity_avg': 1.057834046313853, 'self_loop_proportion': 0.0028169014084507044, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057834046313853\n", - "737\n", - "9009749.943612644\n", - "{'n': 269, 'm': 708, 'k_avg': 5.263940520446097, 'intersection_count': 223, 'streets_per_node_avg': 2.7509293680297398, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 199, 4: 23, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17100371747211895, 2: 0.0, 3: 0.7397769516728625, 4: 0.08550185873605948, 5: 0.0037174721189591076}, 'edge_length_total': 100629.62, 'edge_length_avg': 142.13223163841806, 'street_length_total': 50598.319000000025, 'street_length_avg': 141.33608659217884, 'street_segments_count': 358, 'node_density_km': 29.856544486088023, 'intersection_density_km': 24.750964388095277, 'edge_density_km': 11168.969242186367, 'street_density_km': 5615.951532136705, 'circuity_avg': 1.0477931441002715, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0477931441002715\n", - "738\n", - "7003273.983122316\n", - "{'n': 437, 'm': 1187, 'k_avg': 5.432494279176201, 'intersection_count': 361, 'streets_per_node_avg': 2.816933638443936, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 290, 4: 70, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17391304347826086, 2: 0.0, 3: 0.6636155606407322, 4: 0.16018306636155608, 5: 0.002288329519450801}, 'edge_length_total': 127611.44299999993, 'edge_length_avg': 107.50753411962926, 'street_length_total': 63843.753000000004, 'street_length_avg': 107.12039093959733, 'street_segments_count': 596, 'node_density_km': 62.399386494539144, 'intersection_density_km': 51.547319278097554, 'edge_density_km': 18221.68364504084, 'street_density_km': 9116.272354024926, 'circuity_avg': 1.044094597150458, 'self_loop_proportion': 0.0016849199663016006, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044094597150458\n", - "739\n", - "18017261.57962954\n", - "{'n': 1108, 'm': 3039, 'k_avg': 5.485559566787003, 'intersection_count': 935, 'streets_per_node_avg': 2.812274368231047, 'streets_per_node_counts': {0: 0, 1: 173, 2: 0, 3: 803, 4: 126, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15613718411552346, 2: 0.0, 3: 0.7247292418772563, 4: 0.11371841155234658, 5: 0.005415162454873646}, 'edge_length_total': 323223.088000001, 'edge_length_avg': 106.35837051661763, 'street_length_total': 161772.69999999955, 'street_length_avg': 106.35943458251121, 'street_segments_count': 1521, 'node_density_km': 61.4965817698242, 'intersection_density_km': 51.89467865955382, 'edge_density_km': 17939.634531667096, 'street_density_km': 8978.761799345859, 'circuity_avg': 1.0591633545839718, 'self_loop_proportion': 0.0026324448831852583, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0591633545839718\n", - "740\n", - "19029752.44184997\n", - "{'n': 1297, 'm': 3429, 'k_avg': 5.287586738627602, 'intersection_count': 1105, 'streets_per_node_avg': 2.848882035466461, 'streets_per_node_counts': {0: 0, 1: 192, 2: 3, 3: 915, 4: 184, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14803392444101773, 2: 0.002313030069390902, 3: 0.7054741711642252, 4: 0.14186584425597532, 5: 0.0015420200462606013, 6: 0.0007710100231303007}, 'edge_length_total': 321222.06799999997, 'edge_length_avg': 93.67806007582385, 'street_length_total': 168523.77299999993, 'street_length_avg': 93.72846106785313, 'street_segments_count': 1798, 'node_density_km': 68.15643051391754, 'intersection_density_km': 58.066966629050796, 'edge_density_km': 16879.991948480256, 'street_density_km': 8855.80479908844, 'circuity_avg': 1.0755390761838075, 'self_loop_proportion': 0.003499562554680665, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0755390761838075\n", - "741\n", - "11010077.13963074\n", - "{'n': 464, 'm': 1262, 'k_avg': 5.439655172413793, 'intersection_count': 388, 'streets_per_node_avg': 2.851293103448276, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 305, 4: 83}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16379310344827586, 2: 0.0, 3: 0.6573275862068966, 4: 0.1788793103448276}, 'edge_length_total': 119800.90800000021, 'edge_length_avg': 94.9294041204439, 'street_length_total': 60443.968999999954, 'street_length_avg': 93.85709472049682, 'street_segments_count': 644, 'node_density_km': 42.14321063472239, 'intersection_density_km': 35.24044337558682, 'edge_density_km': 10881.023491540964, 'street_density_km': 5489.876976650061, 'circuity_avg': 1.0473554719615872, 'self_loop_proportion': 0.004754358161648178, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473554719615872\n", - "742\n", - "6005518.880459902\n", - "{'n': 403, 'm': 1010, 'k_avg': 5.012406947890819, 'intersection_count': 320, 'streets_per_node_avg': 2.674937965260546, 'streets_per_node_counts': {0: 0, 1: 83, 2: 2, 3: 281, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20595533498759305, 2: 0.004962779156327543, 3: 0.6972704714640199, 4: 0.09181141439205956}, 'edge_length_total': 79691.0150000001, 'edge_length_avg': 78.90199504950505, 'street_length_total': 41072.94900000001, 'street_length_avg': 78.38349045801529, 'street_segments_count': 524, 'node_density_km': 67.10494264054971, 'intersection_density_km': 53.28432169969207, 'edge_density_km': 13269.63024948435, 'street_density_km': 6839.20071147202, 'circuity_avg': 1.0732779187168537, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0732779187168537\n", - "743\n", - "28034385.29209026\n", - "{'n': 7394, 'm': 19277, 'k_avg': 5.2142277522315394, 'intersection_count': 5933, 'streets_per_node_avg': 2.7443873410873683, 'streets_per_node_counts': {0: 0, 1: 1461, 2: 6, 3: 4923, 4: 973, 5: 28, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1975926426832567, 2: 0.0008114687584527996, 3: 0.665810116310522, 4: 0.131593183662429, 5: 0.0037868542061130646, 6: 0.0004057343792263998}, 'edge_length_total': 901086.3159999938, 'edge_length_avg': 46.74411557814981, 'street_length_total': 462882.5159999999, 'street_length_avg': 45.86628180737217, 'street_segments_count': 10092, 'node_density_km': 263.74753442823567, 'intersection_density_km': 211.63296209936738, 'edge_density_km': 32142.18206005145, 'street_density_km': 16511.241861636237, 'circuity_avg': 1.0630470487835844, 'self_loop_proportion': 0.00228251283913472, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630470487835844\n", - "744\n", - "18008273.41217033\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 5105, 'm': 14020, 'k_avg': 5.4926542605288935, 'intersection_count': 4101, 'streets_per_node_avg': 2.824681684622919, 'streets_per_node_counts': {0: 0, 1: 1004, 2: 1, 3: 3016, 4: 1059, 5: 20, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19666993143976494, 2: 0.0001958863858961802, 3: 0.5907933398628795, 4: 0.20744368266405486, 5: 0.0039177277179236044, 6: 0.0009794319294809011}, 'edge_length_total': 582938.0759999958, 'edge_length_avg': 41.57903537803109, 'street_length_total': 296008.5379999999, 'street_length_avg': 41.31889140145169, 'street_segments_count': 7164, 'node_density_km': 283.4808136881099, 'intersection_density_km': 227.72866149558055, 'edge_density_km': 32370.570051764946, 'street_density_km': 16437.363606438346, 'circuity_avg': 1.064025132872206, 'self_loop_proportion': 0.0025677603423680455, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064025132872206\n", - "745\n", - "21028854.834094763\n", - "{'n': 1360, 'm': 3638, 'k_avg': 5.35, 'intersection_count': 1066, 'streets_per_node_avg': 2.7470588235294118, 'streets_per_node_counts': {0: 0, 1: 294, 2: 0, 3: 829, 4: 230, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2161764705882353, 2: 0.0, 3: 0.6095588235294118, 4: 0.16911764705882354, 5: 0.005147058823529412}, 'edge_length_total': 341833.1109999994, 'edge_length_avg': 93.96182270478268, 'street_length_total': 172044.15799999994, 'street_length_avg': 93.04713791238504, 'street_segments_count': 1849, 'node_density_km': 64.67304143423864, 'intersection_density_km': 50.69225159477823, 'edge_density_km': 16255.431581836512, 'street_density_km': 8181.337469744628, 'circuity_avg': 1.0535633907650228, 'self_loop_proportion': 0.0021990104452996153, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535633907650228\n", - "746\n", - "9005901.29652164\n", - "{'n': 437, 'm': 1175, 'k_avg': 5.377574370709382, 'intersection_count': 371, 'streets_per_node_avg': 2.807780320366133, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 323, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15102974828375287, 2: 0.0, 3: 0.7391304347826086, 4: 0.10983981693363844}, 'edge_length_total': 127822.60800000004, 'edge_length_avg': 108.78519829787237, 'street_length_total': 64116.09900000001, 'street_length_avg': 107.75814957983195, 'street_segments_count': 595, 'node_density_km': 48.52373855893614, 'intersection_density_km': 41.19521053859338, 'edge_density_km': 14193.205520625585, 'street_density_km': 7119.342849645005, 'circuity_avg': 1.0518769762043385, 'self_loop_proportion': 0.001702127659574468, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0518769762043385\n", - "747\n", - "16019108.38574351\n", - "{'n': 2080, 'm': 6046, 'k_avg': 5.813461538461539, 'intersection_count': 1850, 'streets_per_node_avg': 3.0375, 'streets_per_node_counts': {0: 0, 1: 230, 2: 6, 3: 1308, 4: 528, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11057692307692307, 2: 0.0028846153846153848, 3: 0.6288461538461538, 4: 0.25384615384615383, 5: 0.0038461538461538464}, 'edge_length_total': 396928.547, 'edge_length_avg': 65.65143020178631, 'street_length_total': 201701.16499999986, 'street_length_avg': 64.60639493914154, 'street_segments_count': 3122, 'node_density_km': 129.84492956244262, 'intersection_density_km': 115.4870767742879, 'edge_density_km': 24778.44193583543, 'street_density_km': 12591.285366388269, 'circuity_avg': 1.0480292945670382, 'self_loop_proportion': 0.0016539861065167053, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0480292945670382\n", - "748\n", - "8008423.457266013\n", - "{'n': 127, 'm': 336, 'k_avg': 5.291338582677166, 'intersection_count': 112, 'streets_per_node_avg': 2.8661417322834644, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 99, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11811023622047244, 2: 0.0, 3: 0.7795275590551181, 4: 0.10236220472440945}, 'edge_length_total': 68677.48, 'edge_length_avg': 204.3972619047619, 'street_length_total': 34338.74, 'street_length_avg': 204.3972619047619, 'street_segments_count': 168, 'node_density_km': 15.858302283550373, 'intersection_density_km': 13.98527445478458, 'edge_density_km': 8575.65541663374, 'street_density_km': 4287.82770831687, 'circuity_avg': 1.0752606221089664, 'self_loop_proportion': 0.005952380952380952, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0752606221089664\n", - "749\n", - "9007174.214835597\n", - "{'n': 193, 'm': 518, 'k_avg': 5.367875647668394, 'intersection_count': 162, 'streets_per_node_avg': 2.8082901554404147, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 138, 4: 23, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16062176165803108, 2: 0.0, 3: 0.7150259067357513, 4: 0.11917098445595854, 5: 0.0051813471502590676}, 'edge_length_total': 112946.02499999997, 'edge_length_avg': 218.04251930501923, 'street_length_total': 56542.89299999997, 'street_length_avg': 217.47266538461525, 'street_segments_count': 260, 'node_density_km': 21.42736394307909, 'intersection_density_km': 17.98566299885395, 'edge_density_km': 12539.562609321807, 'street_density_km': 6277.539620236158, 'circuity_avg': 1.0691142494801877, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0691142494801877\n", - "750\n", - "6002927.055913384\n", - "{'n': 150, 'm': 392, 'k_avg': 5.226666666666667, 'intersection_count': 127, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 111, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15333333333333332, 2: 0.0, 3: 0.74, 4: 0.10666666666666667}, 'edge_length_total': 68326.41400000002, 'edge_length_avg': 174.30207653061228, 'street_length_total': 34163.20699999999, 'street_length_avg': 174.30207653061217, 'street_segments_count': 196, 'node_density_km': 24.987809880554437, 'intersection_density_km': 21.156345698869423, 'edge_density_km': 11382.182952347022, 'street_density_km': 5691.0914761735075, 'circuity_avg': 1.114805437320669, 'self_loop_proportion': 0.00510204081632653, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.114805437320669\n", - "751\n", - "21016726.59566142\n", - "{'n': 2661, 'm': 6899, 'k_avg': 5.185268695978955, 'intersection_count': 2158, 'streets_per_node_avg': 2.765501691093574, 'streets_per_node_counts': {0: 0, 1: 503, 2: 8, 3: 1773, 4: 365, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18902668169860953, 2: 0.003006388575723412, 3: 0.6662908680947013, 4: 0.1371664787673807, 5: 0.004133784291619692, 6: 0.0003757985719654265}, 'edge_length_total': 475660.52099999686, 'edge_length_avg': 68.94629960863848, 'street_length_total': 247231.80000000042, 'street_length_avg': 67.82765432098778, 'street_segments_count': 3645, 'node_density_km': 126.61343753452654, 'intersection_density_km': 102.68011957892081, 'edge_density_km': 22632.474131256466, 'street_density_km': 11763.573117568061, 'circuity_avg': 1.0921287983518102, 'self_loop_proportion': 0.007682272793158429, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0921287983518102\n", - "752\n", - "21030679.910835072\n", - "{'n': 734, 'm': 1819, 'k_avg': 4.956403269754769, 'intersection_count': 581, 'streets_per_node_avg': 2.6920980926430516, 'streets_per_node_counts': {0: 0, 1: 153, 2: 0, 3: 505, 4: 72, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20844686648501362, 2: 0.0, 3: 0.6880108991825613, 4: 0.09809264305177112, 5: 0.005449591280653951}, 'edge_length_total': 272725.59299999976, 'edge_length_avg': 149.93160692688278, 'street_length_total': 138499.1130000002, 'street_length_avg': 148.92377741935505, 'street_segments_count': 930, 'node_density_km': 34.90139182907924, 'intersection_density_km': 27.62630606634201, 'edge_density_km': 12967.987442930491, 'street_density_km': 6585.574674104807, 'circuity_avg': 1.0690187403199636, 'self_loop_proportion': 0.0043980208905992305, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0690187403199636\n", - "753\n", - "12017605.7268126\n", - "{'n': 331, 'm': 859, 'k_avg': 5.190332326283988, 'intersection_count': 285, 'streets_per_node_avg': 2.8277945619335347, 'streets_per_node_counts': {0: 0, 1: 46, 2: 2, 3: 247, 4: 35, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13897280966767372, 2: 0.006042296072507553, 3: 0.7462235649546828, 4: 0.10574018126888217, 5: 0.0030211480362537764}, 'edge_length_total': 100978.62699999976, 'edge_length_avg': 117.55369848661206, 'street_length_total': 51608.818999999974, 'street_length_avg': 113.67581277533034, 'street_segments_count': 454, 'node_density_km': 27.54292390051561, 'intersection_density_km': 23.715206379598033, 'edge_density_km': 8402.557821871735, 'street_density_km': 4294.434363481823, 'circuity_avg': 1.030226365858932, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030226365858932\n", - "754\n", - "10007618.335430887\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 517, 'm': 1349, 'k_avg': 5.218568665377176, 'intersection_count': 433, 'streets_per_node_avg': 2.7988394584139265, 'streets_per_node_counts': {0: 0, 1: 84, 2: 2, 3: 366, 4: 64, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16247582205029013, 2: 0.0038684719535783366, 3: 0.7079303675048356, 4: 0.12379110251450677, 5: 0.0019342359767891683}, 'edge_length_total': 127148.36099999999, 'edge_length_avg': 94.25378873239436, 'street_length_total': 65305.248999999996, 'street_length_avg': 92.50035269121813, 'street_segments_count': 706, 'node_density_km': 51.66064318916096, 'intersection_density_km': 43.26703771935531, 'edge_density_km': 12705.156885314562, 'street_density_km': 6525.553514445474, 'circuity_avg': 1.0686014510022956, 'self_loop_proportion': 0.0029651593773165306, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0686014510022956\n", - "755\n", - "5004212.215197547\n", - "{'n': 215, 'm': 524, 'k_avg': 4.874418604651162, 'intersection_count': 157, 'streets_per_node_avg': 2.516279069767442, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 145, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26976744186046514, 2: 0.0, 3: 0.6744186046511628, 4: 0.05581395348837209}, 'edge_length_total': 61087.44399999999, 'edge_length_avg': 116.57909160305341, 'street_length_total': 30543.721999999994, 'street_length_avg': 116.57909160305341, 'street_segments_count': 262, 'node_density_km': 42.96380544115526, 'intersection_density_km': 31.373569554704073, 'edge_density_km': 12207.204925178914, 'street_density_km': 6103.602462589457, 'circuity_avg': 1.0662243398840547, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0662243398840547\n", - "756\n", - "6006678.725310773\n", - "{'n': 213, 'm': 589, 'k_avg': 5.530516431924883, 'intersection_count': 184, 'streets_per_node_avg': 2.863849765258216, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 155, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13615023474178403, 2: 0.0, 3: 0.7276995305164319, 4: 0.13615023474178403}, 'edge_length_total': 82842.09300000005, 'edge_length_avg': 140.64871477079805, 'street_length_total': 41550.321, 'street_length_avg': 140.84854576271186, 'street_segments_count': 295, 'node_density_km': 35.460528145523526, 'intersection_density_km': 30.632568914442857, 'edge_density_km': 13791.66371108253, 'street_density_km': 6917.353649183274, 'circuity_avg': 1.0450192109111223, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0450192109111223\n", - "757\n", - "7005036.640622167\n", - "{'n': 1183, 'm': 3239, 'k_avg': 5.475908706677937, 'intersection_count': 986, 'streets_per_node_avg': 2.860524091293322, 'streets_per_node_counts': {0: 0, 1: 197, 2: 2, 3: 755, 4: 227, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1665257819103973, 2: 0.0016906170752324597, 3: 0.6382079459002535, 4: 0.19188503803888418, 5: 0.0016906170752324597}, 'edge_length_total': 179516.70300000065, 'edge_length_avg': 55.42349583204713, 'street_length_total': 92123.82899999988, 'street_length_avg': 55.429499999999926, 'street_segments_count': 1662, 'node_density_km': 168.87848853491926, 'intersection_density_km': 140.75586618379577, 'edge_density_km': 25626.804285217342, 'street_density_km': 13151.084530489723, 'circuity_avg': 1.067596066529864, 'self_loop_proportion': 0.003704847175054029, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067596066529864\n", - "758\n", - "24015256.59684831\n", - "{'n': 2506, 'm': 6768, 'k_avg': 5.401436552274541, 'intersection_count': 2128, 'streets_per_node_avg': 2.86951316839585, 'streets_per_node_counts': {0: 0, 1: 378, 2: 5, 3: 1703, 4: 407, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15083798882681565, 2: 0.0019952114924181963, 3: 0.6795690343176377, 4: 0.16241021548284118, 5: 0.004788507581803671, 6: 0.0003990422984836393}, 'edge_length_total': 530610.7269999998, 'edge_length_avg': 78.39993011229312, 'street_length_total': 273609.75699999975, 'street_length_avg': 77.42211573288051, 'street_segments_count': 3534, 'node_density_km': 104.35033204387581, 'intersection_density_km': 88.61033782496716, 'edge_density_km': 22094.734855743143, 'street_density_km': 11393.164003748661, 'circuity_avg': 1.0826498505064315, 'self_loop_proportion': 0.0020685579196217494, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0826498505064315\n", - "759\n", - "10004941.854015062\n", - "{'n': 387, 'm': 1014, 'k_avg': 5.24031007751938, 'intersection_count': 309, 'streets_per_node_avg': 2.7002583979328167, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 269, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20155038759689922, 2: 0.0, 3: 0.6950904392764858, 4: 0.10335917312661498}, 'edge_length_total': 139847.43800000026, 'edge_length_avg': 137.9166055226827, 'street_length_total': 69923.71900000003, 'street_length_avg': 137.9166055226825, 'street_segments_count': 507, 'node_density_km': 38.680884471576796, 'intersection_density_km': 30.884737213739616, 'edge_density_km': 13977.83615742638, 'street_density_km': 6988.91807871318, 'circuity_avg': 1.0686937903268758, 'self_loop_proportion': 0.0019723865877712033, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0686937903268758\n", - "760\n", - "7003823.124226879\n", - "{'n': 183, 'm': 474, 'k_avg': 5.180327868852459, 'intersection_count': 144, 'streets_per_node_avg': 2.7431693989071038, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 116, 4: 26, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21311475409836064, 2: 0.0, 3: 0.6338797814207651, 4: 0.14207650273224043, 5: 0.00546448087431694, 6: 0.00546448087431694}, 'edge_length_total': 79255.2120000001, 'edge_length_avg': 167.20508860759514, 'street_length_total': 39627.60600000001, 'street_length_avg': 167.20508860759497, 'street_segments_count': 237, 'node_density_km': 26.128586738146755, 'intersection_density_km': 20.56019940050892, 'edge_density_km': 11315.992793400066, 'street_density_km': 5657.996396700027, 'circuity_avg': 1.0319492835333495, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0319492835333495\n", - "761\n", - "153078846.17177767\n", - "{'n': 4511, 'm': 12567, 'k_avg': 5.571713589004656, 'intersection_count': 3717, 'streets_per_node_avg': 2.909332742185768, 'streets_per_node_counts': {0: 0, 1: 794, 2: 3, 3: 2542, 4: 1162, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17601418754156506, 2: 0.0006650410108623365, 3: 0.5635114165373531, 4: 0.25759255154067834, 5: 0.0022168033695411215}, 'edge_length_total': 1894690.4069999903, 'edge_length_avg': 150.76712079255114, 'street_length_total': 982294.1609999965, 'street_length_avg': 151.21523414408813, 'street_segments_count': 6496, 'node_density_km': 29.468474010693644, 'intersection_density_km': 24.281604499611678, 'edge_density_km': 12377.21902393921, 'street_density_km': 6416.916416378744, 'circuity_avg': 1.051795630687727, 'self_loop_proportion': 0.0009548818333731201, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051795630687727\n", - "762\n", - "29019744.187691607\n", - "{'n': 1196, 'm': 3255, 'k_avg': 5.44314381270903, 'intersection_count': 999, 'streets_per_node_avg': 2.826923076923077, 'streets_per_node_counts': {0: 0, 1: 197, 2: 1, 3: 812, 4: 184, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16471571906354515, 2: 0.0008361204013377926, 3: 0.6789297658862876, 4: 0.15384615384615385, 5: 0.0016722408026755853}, 'edge_length_total': 388180.18000000046, 'edge_length_avg': 119.25658371735805, 'street_length_total': 195303.32800000004, 'street_length_avg': 117.65260722891568, 'street_segments_count': 1660, 'node_density_km': 41.21331987851463, 'intersection_density_km': 34.4248382597292, 'edge_density_km': 13376.416328461042, 'street_density_km': 6730.015493480322, 'circuity_avg': 1.063649775463247, 'self_loop_proportion': 0.002457757296466974, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063649775463247\n", - "763\n", - "10010441.849058775\n", - "{'n': 530, 'm': 1230, 'k_avg': 4.6415094339622645, 'intersection_count': 430, 'streets_per_node_avg': 2.728301886792453, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 377, 4: 50, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18867924528301888, 2: 0.0, 3: 0.7113207547169811, 4: 0.09433962264150944, 5: 0.005660377358490566}, 'edge_length_total': 140059.78399999975, 'edge_length_avg': 113.8697430894307, 'street_length_total': 78514.6729999999, 'street_length_avg': 114.61996058394145, 'street_segments_count': 685, 'node_density_km': 52.94471592678328, 'intersection_density_km': 42.95514688399398, 'edge_density_km': 13991.368823861534, 'street_density_km': 7843.277468055237, 'circuity_avg': 1.065345961179464, 'self_loop_proportion': 0.0032520325203252032, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065345961179464\n", - "764\n", - "10005831.423054066\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1044, 'm': 2721, 'k_avg': 5.212643678160919, 'intersection_count': 838, 'streets_per_node_avg': 2.7442528735632186, 'streets_per_node_counts': {0: 0, 1: 206, 2: 1, 3: 696, 4: 136, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19731800766283525, 2: 0.0009578544061302681, 3: 0.6666666666666666, 4: 0.13026819923371646, 5: 0.004789272030651341}, 'edge_length_total': 180156.2990000002, 'edge_length_avg': 66.20959169423014, 'street_length_total': 92037.93299999999, 'street_length_avg': 65.46083428165007, 'street_segments_count': 1406, 'node_density_km': 104.33915542436166, 'intersection_density_km': 83.75116115480371, 'edge_density_km': 18005.130346780454, 'street_density_km': 9198.429306727954, 'circuity_avg': 1.0711261449610678, 'self_loop_proportion': 0.0033076074972436605, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0711261449610678\n", - "765\n", - "13006775.06240622\n", - "{'n': 839, 'm': 2251, 'k_avg': 5.365911799761621, 'intersection_count': 697, 'streets_per_node_avg': 2.830750893921335, 'streets_per_node_counts': {0: 0, 1: 142, 2: 1, 3: 557, 4: 135, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16924910607866508, 2: 0.0011918951132300357, 3: 0.66388557806913, 4: 0.16090584028605484, 5: 0.004767580452920143}, 'edge_length_total': 217699.69999999987, 'edge_length_avg': 96.71243891603726, 'street_length_total': 109516.18999999993, 'street_length_avg': 95.23146956521732, 'street_segments_count': 1150, 'node_density_km': 64.50484428111477, 'intersection_density_km': 53.5874570487926, 'edge_density_km': 16737.407924368763, 'street_density_km': 8419.934186187096, 'circuity_avg': 1.0494693471420422, 'self_loop_proportion': 0.0026654820079964462, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0494693471420422\n", - "766\n", - "32030748.092899643\n", - "{'n': 1935, 'm': 5067, 'k_avg': 5.2372093023255815, 'intersection_count': 1546, 'streets_per_node_avg': 2.690956072351421, 'streets_per_node_counts': {0: 0, 1: 389, 2: 0, 3: 1372, 4: 168, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20103359173126614, 2: 0.0, 3: 0.7090439276485788, 4: 0.08682170542635659, 5: 0.0031007751937984496}, 'edge_length_total': 578788.8430000001, 'edge_length_avg': 114.22712512334716, 'street_length_total': 290869.8090000001, 'street_length_avg': 113.88794400939707, 'street_segments_count': 2554, 'node_density_km': 60.410702690672956, 'intersection_density_km': 48.26612214975731, 'edge_density_km': 18069.788483282475, 'street_density_km': 9080.955841442808, 'circuity_avg': 1.0660622560862691, 'self_loop_proportion': 0.0031576869942766925, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0660622560862691\n", - "767\n", - "16008737.313390352\n", - "{'n': 948, 'm': 2410, 'k_avg': 5.084388185654008, 'intersection_count': 717, 'streets_per_node_avg': 2.6202531645569622, 'streets_per_node_counts': {0: 0, 1: 231, 2: 1, 3: 617, 4: 95, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24367088607594936, 2: 0.0010548523206751054, 3: 0.6508438818565401, 4: 0.10021097046413502, 5: 0.004219409282700422}, 'edge_length_total': 254315.52600000007, 'edge_length_avg': 105.52511452282161, 'street_length_total': 128029.8060000001, 'street_length_avg': 104.51412734693885, 'street_segments_count': 1225, 'node_density_km': 59.21766229539257, 'intersection_density_km': 44.78804205252793, 'edge_density_km': 15886.045290235372, 'street_density_km': 7997.495585920497, 'circuity_avg': 1.074350779754686, 'self_loop_proportion': 0.007468879668049793, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.074350779754686\n", - "768\n", - "6002792.488794296\n", - "{'n': 82, 'm': 194, 'k_avg': 4.7317073170731705, 'intersection_count': 62, 'streets_per_node_avg': 2.548780487804878, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 59, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24390243902439024, 2: 0.0, 3: 0.7195121951219512, 4: 0.036585365853658534}, 'edge_length_total': 26191.45599999999, 'edge_length_avg': 135.00750515463912, 'street_length_total': 13095.727999999997, 'street_length_avg': 135.00750515463915, 'street_segments_count': 97, 'node_density_km': 13.660308956718623, 'intersection_density_km': 10.328526284348227, 'edge_density_km': 4363.211963247581, 'street_density_km': 2181.6059816237907, 'circuity_avg': 1.0466107973309007, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0466107973309007\n", - "769\n", - "6003386.67009645\n", - "{'n': 165, 'm': 439, 'k_avg': 5.321212121212121, 'intersection_count': 138, 'streets_per_node_avg': 2.7818181818181817, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 120, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16363636363636364, 2: 0.0, 3: 0.7272727272727273, 4: 0.10909090909090909}, 'edge_length_total': 64413.19900000011, 'edge_length_avg': 146.72710478359934, 'street_length_total': 32247.471999999998, 'street_length_avg': 146.57941818181817, 'street_segments_count': 220, 'node_density_km': 27.48448651856522, 'intersection_density_km': 22.987025088254548, 'edge_density_km': 10729.476966867645, 'street_density_km': 5371.546723889754, 'circuity_avg': 1.027720096323268, 'self_loop_proportion': 0.002277904328018223, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027720096323268\n", - "770\n", - "13006135.118199961\n", - "{'n': 1240, 'm': 3169, 'k_avg': 5.111290322580645, 'intersection_count': 919, 'streets_per_node_avg': 2.604032258064516, 'streets_per_node_counts': {0: 0, 1: 321, 2: 0, 3: 774, 4: 140, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25887096774193546, 2: 0.0, 3: 0.6241935483870967, 4: 0.11290322580645161, 5: 0.0032258064516129032, 6: 0.0008064516129032258}, 'edge_length_total': 258572.6550000002, 'edge_length_avg': 81.59440044177981, 'street_length_total': 129378.03899999971, 'street_length_avg': 81.42104405286325, 'street_segments_count': 1589, 'node_density_km': 95.33962155020384, 'intersection_density_km': 70.6589614553527, 'edge_density_km': 19880.821831396326, 'street_density_km': 9947.462318683456, 'circuity_avg': 1.0661845891723691, 'self_loop_proportion': 0.003155569580309246, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0661845891723691\n", - "771\n", - "12009215.126584295\n", - "{'n': 614, 'm': 1549, 'k_avg': 5.045602605863192, 'intersection_count': 501, 'streets_per_node_avg': 2.752442996742671, 'streets_per_node_counts': {0: 0, 1: 113, 2: 0, 3: 431, 4: 67, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18403908794788273, 2: 0.0, 3: 0.7019543973941368, 4: 0.10912052117263844, 5: 0.003257328990228013, 6: 0.0016286644951140066}, 'edge_length_total': 180052.9160000001, 'edge_length_avg': 116.23816397675927, 'street_length_total': 91402.25900000002, 'street_length_avg': 111.60226984126986, 'street_segments_count': 819, 'node_density_km': 51.12740454126882, 'intersection_density_km': 41.717963640351265, 'edge_density_km': 14992.896213627197, 'street_density_km': 7611.010214786367, 'circuity_avg': 1.0428662612013195, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0428662612013195\n", - "772\n", - "8005586.9109679125\n", - "{'n': 561, 'm': 1476, 'k_avg': 5.262032085561497, 'intersection_count': 449, 'streets_per_node_avg': 2.7237076648841354, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 382, 4: 65, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19964349376114082, 2: 0.0, 3: 0.6809269162210339, 4: 0.11586452762923351, 5: 0.0035650623885918}, 'edge_length_total': 119252.99299999996, 'edge_length_avg': 80.79471070460701, 'street_length_total': 59777.55200000002, 'street_length_avg': 80.0234966532798, 'street_segments_count': 747, 'node_density_km': 70.07606141048971, 'intersection_density_km': 56.085831681479284, 'edge_density_km': 14896.221142339922, 'street_density_km': 7466.979331409524, 'circuity_avg': 1.0711238585046094, 'self_loop_proportion': 0.0027100271002710027, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0711238585046094\n", - "773\n", - "10004829.62764994\n", - "{'n': 792, 'm': 2105, 'k_avg': 5.315656565656566, 'intersection_count': 668, 'streets_per_node_avg': 2.86489898989899, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 529, 4: 137, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15656565656565657, 2: 0.0, 3: 0.6679292929292929, 4: 0.17297979797979798, 5: 0.0025252525252525255}, 'edge_length_total': 155918.9789999996, 'edge_length_avg': 74.07077387173378, 'street_length_total': 80086.9150000001, 'street_length_avg': 71.95589847259667, 'street_segments_count': 1113, 'node_density_km': 79.16176781373487, 'intersection_density_km': 66.76775366107941, 'edge_density_km': 15584.37122898052, 'street_density_km': 8004.825467358999, 'circuity_avg': 1.0730121791067488, 'self_loop_proportion': 0.005700712589073635, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0730121791067488\n", - "774\n", - "3002612.9337336607\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 305, 'm': 766, 'k_avg': 5.022950819672131, 'intersection_count': 267, 'streets_per_node_avg': 2.875409836065574, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 229, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12459016393442623, 2: 0.0, 3: 0.7508196721311475, 4: 0.12459016393442623}, 'edge_length_total': 58200.426, 'edge_length_avg': 75.9796684073107, 'street_length_total': 31579.434999999987, 'street_length_avg': 75.01053444180519, 'street_segments_count': 421, 'node_density_km': 101.57819430316697, 'intersection_density_km': 88.9225504227724, 'edge_density_km': 19383.259609033084, 'street_density_km': 10517.317981686001, 'circuity_avg': 1.0531280123941342, 'self_loop_proportion': 0.0026109660574412533, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0531280123941342\n", - "775\n", - "12015391.72652868\n", - "{'n': 1828, 'm': 4982, 'k_avg': 5.450765864332604, 'intersection_count': 1560, 'streets_per_node_avg': 2.8446389496717726, 'streets_per_node_counts': {0: 0, 1: 268, 2: 3, 3: 1317, 4: 228, 5: 9, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14660831509846828, 2: 0.0016411378555798686, 3: 0.7204595185995624, 4: 0.12472647702407003, 5: 0.004923413566739606, 6: 0.0016411378555798686}, 'edge_length_total': 298682.9489999994, 'edge_length_avg': 59.95241850662372, 'street_length_total': 152155.09400000048, 'street_length_avg': 59.296607170693875, 'street_segments_count': 2566, 'node_density_km': 152.1381942100127, 'intersection_density_km': 129.8334698947592, 'edge_density_km': 24858.361325044432, 'street_density_km': 12663.34860011751, 'circuity_avg': 1.066556432666894, 'self_loop_proportion': 0.0012043356081894822, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066556432666894\n", - "776\n", - "6005265.685669556\n", - "{'n': 84, 'm': 212, 'k_avg': 5.0476190476190474, 'intersection_count': 66, 'streets_per_node_avg': 2.7023809523809526, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 55, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21428571428571427, 2: 0.0, 3: 0.6547619047619048, 4: 0.13095238095238096}, 'edge_length_total': 36397.085999999996, 'edge_length_avg': 171.6843679245283, 'street_length_total': 18198.543000000005, 'street_length_avg': 171.68436792452835, 'street_segments_count': 106, 'node_density_km': 13.987724173544944, 'intersection_density_km': 10.990354707785313, 'edge_density_km': 6060.861901057073, 'street_density_km': 3030.430950528538, 'circuity_avg': 1.0894977756413193, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0894977756413193\n", - "777\n", - "21028057.998277664\n", - "{'n': 1855, 'm': 5190, 'k_avg': 5.595687331536388, 'intersection_count': 1556, 'streets_per_node_avg': 2.894878706199461, 'streets_per_node_counts': {0: 0, 1: 299, 2: 0, 3: 1162, 4: 387, 5: 5, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16118598382749327, 2: 0.0, 3: 0.6264150943396226, 4: 0.2086253369272237, 5: 0.0026954177897574125, 6: 0.001078167115902965}, 'edge_length_total': 512963.91399999964, 'edge_length_avg': 98.83697764932556, 'street_length_total': 257311.10699999964, 'street_length_avg': 98.32292969048515, 'street_segments_count': 2617, 'node_density_km': 88.21546907241442, 'intersection_density_km': 73.9963719011735, 'edge_density_km': 24394.25999500357, 'street_density_km': 12236.560647734332, 'circuity_avg': 1.034207483578207, 'self_loop_proportion': 0.0011560693641618498, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034207483578207\n", - "778\n", - "40072457.295098394\n", - "{'n': 3467, 'm': 9338, 'k_avg': 5.386789731756562, 'intersection_count': 2866, 'streets_per_node_avg': 2.833285261032593, 'streets_per_node_counts': {0: 0, 1: 601, 2: 6, 3: 2243, 4: 604, 5: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17334871646957023, 2: 0.0017306028266512836, 3: 0.6469570233631382, 4: 0.17421401788289587, 5: 0.0037496394577444477}, 'edge_length_total': 777755.3609999979, 'edge_length_avg': 83.28928689226792, 'street_length_total': 401713.64399999956, 'street_length_avg': 82.64012425426858, 'street_segments_count': 4861, 'node_density_km': 86.51827799000682, 'intersection_density_km': 71.52044554928167, 'edge_density_km': 19408.726429540216, 'street_density_km': 10024.682066331296, 'circuity_avg': 1.0766522159325616, 'self_loop_proportion': 0.005140286999357464, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0766522159325616\n", - "779\n", - "10004635.449352294\n", - "{'n': 602, 'm': 1596, 'k_avg': 5.3023255813953485, 'intersection_count': 497, 'streets_per_node_avg': 2.762458471760797, 'streets_per_node_counts': {0: 0, 1: 105, 2: 0, 3: 432, 4: 63, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1744186046511628, 2: 0.0, 3: 0.717607973421927, 4: 0.10465116279069768, 5: 0.0033222591362126247}, 'edge_length_total': 172740.1909999999, 'edge_length_avg': 108.23320238095232, 'street_length_total': 87976.60599999999, 'street_length_avg': 108.47916892725029, 'street_segments_count': 811, 'node_density_km': 60.172107524315024, 'intersection_density_km': 49.676972491004264, 'edge_density_km': 17266.01552595134, 'street_density_km': 8793.584378498832, 'circuity_avg': 1.0827282471424116, 'self_loop_proportion': 0.0012531328320802004, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0827282471424116\n", - "780\n", - "12007838.616448296\n", - "{'n': 869, 'm': 2326, 'k_avg': 5.353279631760644, 'intersection_count': 716, 'streets_per_node_avg': 2.825086306098964, 'streets_per_node_counts': {0: 0, 1: 153, 2: 0, 3: 562, 4: 154}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1760644418872267, 2: 0.0, 3: 0.6467203682393556, 4: 0.17721518987341772}, 'edge_length_total': 201809.15899999966, 'edge_length_avg': 86.76232115219246, 'street_length_total': 102956.25100000006, 'street_length_avg': 86.37269379194636, 'street_segments_count': 1192, 'node_density_km': 72.36939367336656, 'intersection_density_km': 59.62771676654828, 'edge_density_km': 16806.451639311854, 'street_density_km': 8574.08683515874, 'circuity_avg': 1.0575842189712261, 'self_loop_proportion': 0.0025795356835769563, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0575842189712261\n", - "781\n", - "30036238.151998557\n", - "{'n': 2046, 'm': 5704, 'k_avg': 5.575757575757576, 'intersection_count': 1732, 'streets_per_node_avg': 2.886119257086999, 'streets_per_node_counts': {0: 0, 1: 314, 2: 0, 3: 1352, 4: 368, 5: 10, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15347018572825025, 2: 0.0, 3: 0.6608015640273704, 4: 0.1798631476050831, 5: 0.004887585532746823, 6: 0.0004887585532746823, 7: 0.0004887585532746823}, 'edge_length_total': 554672.6909999987, 'edge_length_avg': 97.24275788920033, 'street_length_total': 280183.0999999995, 'street_length_avg': 96.68153899240839, 'street_segments_count': 2898, 'node_density_km': 68.1177179927195, 'intersection_density_km': 57.66367916099227, 'edge_density_km': 18466.782963734484, 'street_density_km': 9328.168813355764, 'circuity_avg': 1.0595180924926275, 'self_loop_proportion': 0.0021037868162692847, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0595180924926275\n", - "782\n", - "8009105.987529534\n", - "{'n': 904, 'm': 2316, 'k_avg': 5.123893805309734, 'intersection_count': 722, 'streets_per_node_avg': 2.6946902654867255, 'streets_per_node_counts': {0: 0, 1: 182, 2: 2, 3: 637, 4: 78, 5: 3, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2013274336283186, 2: 0.0022123893805309734, 3: 0.7046460176991151, 4: 0.08628318584070796, 5: 0.00331858407079646, 6: 0.0022123893805309734}, 'edge_length_total': 187059.49299999964, 'edge_length_avg': 80.76834758203783, 'street_length_total': 95450.01700000004, 'street_length_avg': 80.2775584524811, 'street_segments_count': 1189, 'node_density_km': 112.8715241635659, 'intersection_density_km': 90.14738987399842, 'edge_density_km': 23355.851863024163, 'street_density_km': 11917.686836535708, 'circuity_avg': 1.0986403220019145, 'self_loop_proportion': 0.007772020725388601, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0986403220019145\n", - "783\n", - "45062827.82290115\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2976, 'm': 8396, 'k_avg': 5.64247311827957, 'intersection_count': 2517, 'streets_per_node_avg': 2.8813844086021505, 'streets_per_node_counts': {0: 0, 1: 459, 2: 1, 3: 1955, 4: 556, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15423387096774194, 2: 0.0003360215053763441, 3: 0.6569220430107527, 4: 0.1868279569892473, 5: 0.0016801075268817205}, 'edge_length_total': 740524.8409999985, 'edge_length_avg': 88.19971903287262, 'street_length_total': 372421.9709999997, 'street_length_avg': 88.00141091682413, 'street_segments_count': 4232, 'node_density_km': 66.04112843729665, 'intersection_density_km': 55.85534955533457, 'edge_density_km': 16433.164024022037, 'street_density_km': 8264.505114140507, 'circuity_avg': 1.0669947399149646, 'self_loop_proportion': 0.0021438780371605525, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0669947399149646\n", - "784\n", - "8010928.952736889\n", - "{'n': 270, 'm': 750, 'k_avg': 5.555555555555555, 'intersection_count': 232, 'streets_per_node_avg': 2.933333333333333, 'streets_per_node_counts': {0: 0, 1: 38, 2: 2, 3: 172, 4: 56, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14074074074074075, 2: 0.007407407407407408, 3: 0.6370370370370371, 4: 0.2074074074074074, 5: 0.007407407407407408}, 'edge_length_total': 88887.95899999977, 'edge_length_avg': 118.51727866666636, 'street_length_total': 44910.86100000003, 'street_length_avg': 118.18647631578956, 'street_segments_count': 380, 'node_density_km': 33.70395638170727, 'intersection_density_km': 28.960436594652176, 'edge_density_km': 11095.836640722135, 'street_density_km': 5606.198889662664, 'circuity_avg': 1.1063450850866554, 'self_loop_proportion': 0.013333333333333334, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1063450850866554\n", - "785\n", - "31027715.1259568\n", - "{'n': 945, 'm': 2503, 'k_avg': 5.2973544973544975, 'intersection_count': 780, 'streets_per_node_avg': 2.768253968253968, 'streets_per_node_counts': {0: 0, 1: 165, 2: 0, 3: 675, 4: 101, 5: 2, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1746031746031746, 2: 0.0, 3: 0.7142857142857143, 4: 0.10687830687830688, 5: 0.0021164021164021165, 6: 0.0021164021164021165}, 'edge_length_total': 410023.0159999998, 'edge_length_avg': 163.81263124250893, 'street_length_total': 206812.41800000012, 'street_length_avg': 162.20581803921579, 'street_segments_count': 1275, 'node_density_km': 30.456641623908784, 'intersection_density_km': 25.138815308623123, 'edge_density_km': 13214.734450652077, 'street_density_km': 6665.409204656112, 'circuity_avg': 1.0553617661784964, 'self_loop_proportion': 0.0023971234518577705, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0553617661784964\n", - "786\n", - "674821068.5732923\n", - "error with entry 786\n", - "787\n", - "15010751.150121957\n", - "{'n': 352, 'm': 869, 'k_avg': 4.9375, 'intersection_count': 278, 'streets_per_node_avg': 2.678977272727273, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 243, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21022727272727273, 2: 0.0, 3: 0.6903409090909091, 4: 0.09943181818181818}, 'edge_length_total': 161602.019, 'edge_length_avg': 185.9631979286536, 'street_length_total': 80836.10499999998, 'street_length_avg': 185.40391055045868, 'street_segments_count': 436, 'node_density_km': 23.44985913627248, 'intersection_density_km': 18.520059204215197, 'edge_density_km': 10765.751652520537, 'street_density_km': 5385.2138504969635, 'circuity_avg': 1.0672538072221076, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0672538072221076\n", - "788\n", - "5003898.369267174\n", - "{'n': 532, 'm': 1357, 'k_avg': 5.101503759398496, 'intersection_count': 426, 'streets_per_node_avg': 2.7161654135338344, 'streets_per_node_counts': {0: 0, 1: 106, 2: 1, 3: 365, 4: 58, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19924812030075187, 2: 0.0018796992481203006, 3: 0.6860902255639098, 4: 0.10902255639097744, 5: 0.0037593984962406013}, 'edge_length_total': 98057.53000000026, 'edge_length_avg': 72.26052321296997, 'street_length_total': 51170.91699999994, 'street_length_avg': 72.27530649717507, 'street_segments_count': 708, 'node_density_km': 106.31710733124102, 'intersection_density_km': 85.13362353967796, 'edge_density_km': 19596.22733392183, 'street_density_km': 10226.210291216203, 'circuity_avg': 1.0723474024677033, 'self_loop_proportion': 0.007369196757553427, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0723474024677033\n", - "789\n", - "8003414.793099064\n", - "{'n': 277, 'm': 652, 'k_avg': 4.707581227436823, 'intersection_count': 200, 'streets_per_node_avg': 2.487364620938628, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 189, 4: 10, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2779783393501805, 2: 0.0, 3: 0.6823104693140795, 4: 0.036101083032490974, 5: 0.0036101083032490976}, 'edge_length_total': 79443.99099999997, 'edge_length_avg': 121.84661196319013, 'street_length_total': 39874.02799999998, 'street_length_avg': 121.5671585365853, 'street_segments_count': 328, 'node_density_km': 34.61022665460785, 'intersection_density_km': 24.989333324626603, 'edge_density_km': 9926.261858688176, 'street_density_km': 4982.126883437469, 'circuity_avg': 1.051107394022791, 'self_loop_proportion': 0.003067484662576687, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051107394022791\n", - "790\n", - "21010770.604721066\n", - "{'n': 1977, 'm': 5676, 'k_avg': 5.742033383915023, 'intersection_count': 1679, 'streets_per_node_avg': 2.9332321699544766, 'streets_per_node_counts': {0: 0, 1: 298, 2: 0, 3: 1249, 4: 402, 5: 22, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1507334344967122, 2: 0.0, 3: 0.6317653009610521, 4: 0.20333839150227617, 5: 0.01112797167425392, 6: 0.0030349013657056147}, 'edge_length_total': 459524.74999999907, 'edge_length_avg': 80.95925828047905, 'street_length_total': 230763.65299999982, 'street_length_avg': 80.71481392095131, 'street_segments_count': 2859, 'node_density_km': 94.09459734693277, 'intersection_density_km': 79.91139552124437, 'edge_density_km': 21870.913668285208, 'street_density_km': 10983.112297087657, 'circuity_avg': 1.0656767750575262, 'self_loop_proportion': 0.0014094432699083862, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0656767750575262\n", - "791\n", - "10005059.565521678\n", - "{'n': 239, 'm': 658, 'k_avg': 5.506276150627615, 'intersection_count': 213, 'streets_per_node_avg': 2.8870292887029287, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 188, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1087866108786611, 2: 0.0, 3: 0.7866108786610879, 4: 0.10460251046025104}, 'edge_length_total': 115489.10800000001, 'edge_length_avg': 175.51536170212768, 'street_length_total': 57744.554000000026, 'street_length_avg': 175.51536170212773, 'street_segments_count': 329, 'node_density_km': 23.887913753518788, 'intersection_density_km': 21.28922857531172, 'edge_density_km': 11543.07050784442, 'street_density_km': 5771.535253922213, 'circuity_avg': 1.0536959691643164, 'self_loop_proportion': 0.00303951367781155, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0536959691643164\n", - "792\n", - "19017859.731552888\n", - "{'n': 978, 'm': 2636, 'k_avg': 5.3905930470347645, 'intersection_count': 815, 'streets_per_node_avg': 2.8006134969325154, 'streets_per_node_counts': {0: 0, 1: 163, 2: 0, 3: 688, 4: 124, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.7034764826175869, 4: 0.12678936605316973, 5: 0.002044989775051125, 6: 0.0010224948875255625}, 'edge_length_total': 326323.7080000001, 'edge_length_avg': 123.79503338391505, 'street_length_total': 163161.85399999996, 'street_length_avg': 123.795033383915, 'street_segments_count': 1318, 'node_density_km': 51.42534511269855, 'intersection_density_km': 42.85445426058213, 'edge_density_km': 17158.802967643634, 'street_density_km': 8579.401483821814, 'circuity_avg': 1.0529766935156304, 'self_loop_proportion': 0.0015174506828528073, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0529766935156304\n", - "793\n", - "20012078.220137913\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2491, 'm': 6874, 'k_avg': 5.519068647129667, 'intersection_count': 2091, 'streets_per_node_avg': 2.834604576475311, 'streets_per_node_counts': {0: 0, 1: 400, 2: 4, 3: 1704, 4: 374, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16057808109193095, 2: 0.0016057808109193096, 3: 0.6840626254516259, 4: 0.15014050582095545, 5: 0.0036130068245684463}, 'edge_length_total': 514495.22399999906, 'edge_length_avg': 74.84655571719509, 'street_length_total': 257883.69399999946, 'street_length_avg': 74.83566279744616, 'street_segments_count': 3446, 'node_density_km': 124.47482828111958, 'intersection_density_km': 104.48689921148978, 'edge_density_km': 25709.235109938196, 'street_density_km': 12886.402459715264, 'circuity_avg': 1.063569218885125, 'self_loop_proportion': 0.004073319755600814, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063569218885125\n", - "794\n", - "12012232.363703795\n", - "{'n': 751, 'm': 2009, 'k_avg': 5.350199733688416, 'intersection_count': 607, 'streets_per_node_avg': 2.7589880159786953, 'streets_per_node_counts': {0: 0, 1: 144, 2: 0, 3: 505, 4: 97, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19174434087882822, 2: 0.0, 3: 0.6724367509986684, 4: 0.12916111850865514, 5: 0.006657789613848202}, 'edge_length_total': 219704.48799999995, 'edge_length_avg': 109.36012344449973, 'street_length_total': 109902.98800000006, 'street_length_avg': 109.35620696517418, 'street_segments_count': 1005, 'node_density_km': 62.51960312299855, 'intersection_density_km': 50.53182303017326, 'edge_density_km': 18290.06310799147, 'street_density_km': 9149.255914502897, 'circuity_avg': 1.0406071347920445, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0406071347920445\n", - "795\n", - "6005093.459763383\n", - "{'n': 881, 'm': 2345, 'k_avg': 5.323496027241771, 'intersection_count': 713, 'streets_per_node_avg': 2.7673098751418843, 'streets_per_node_counts': {0: 0, 1: 168, 2: 3, 3: 579, 4: 128, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19069239500567536, 2: 0.00340522133938706, 3: 0.6572077185017026, 4: 0.1452894438138479, 5: 0.00340522133938706}, 'edge_length_total': 126696.86999999992, 'edge_length_avg': 54.02851599147118, 'street_length_total': 64664.12399999994, 'street_length_avg': 53.88676999999995, 'street_segments_count': 1200, 'node_density_km': 146.70879077953833, 'intersection_density_km': 118.73254009740161, 'edge_density_km': 21098.234498583828, 'street_density_km': 10768.212756933159, 'circuity_avg': 1.0585651227294541, 'self_loop_proportion': 0.003411513859275053, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0585651227294541\n", - "796\n", - "34022859.86118729\n", - "{'n': 4014, 'm': 10486, 'k_avg': 5.224713502740409, 'intersection_count': 3093, 'streets_per_node_avg': 2.7030393622321873, 'streets_per_node_counts': {0: 0, 1: 921, 2: 4, 3: 2460, 4: 604, 5: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22944693572496264, 2: 0.000996512207274539, 3: 0.6128550074738416, 4: 0.1504733432984554, 5: 0.00622820129546587}, 'edge_length_total': 672696.4599999981, 'edge_length_avg': 64.15186534426837, 'street_length_total': 346652.01199999946, 'street_length_avg': 64.52941399851069, 'street_segments_count': 5372, 'node_density_km': 117.97950014716737, 'intersection_density_km': 90.90946536003703, 'edge_density_km': 19771.896388034067, 'street_density_km': 10188.796985742352, 'circuity_avg': 1.0624892756961244, 'self_loop_proportion': 0.002860957467098989, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0624892756961244\n", - "797\n", - "39017609.9733829\n", - "{'n': 8715, 'm': 24801, 'k_avg': 5.691566265060241, 'intersection_count': 7671, 'streets_per_node_avg': 3.016408491107286, 'streets_per_node_counts': {0: 0, 1: 1044, 2: 16, 3: 5461, 4: 2146, 5: 43, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11979345955249569, 2: 0.0018359150889271372, 3: 0.6266207687894435, 4: 0.24624211130235227, 5: 0.004934021801491681, 6: 0.0005737234652897303}, 'edge_length_total': 1189116.886000012, 'edge_length_avg': 47.94632821257256, 'street_length_total': 618954.6479999993, 'street_length_avg': 47.35689732211166, 'street_segments_count': 13070, 'node_density_km': 223.36068267495662, 'intersection_density_km': 196.60353376931639, 'edge_density_km': 30476.41531121988, 'street_density_km': 15863.469044419659, 'circuity_avg': 1.0494756515459585, 'self_loop_proportion': 0.002096689649610903, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0494756515459585\n", - "798\n", - "6006756.850414528\n", - "{'n': 720, 'm': 1904, 'k_avg': 5.288888888888889, 'intersection_count': 577, 'streets_per_node_avg': 2.7444444444444445, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 478, 4: 96, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1986111111111111, 2: 0.0, 3: 0.6638888888888889, 4: 0.13333333333333333, 5: 0.004166666666666667}, 'edge_length_total': 139993.39499999993, 'edge_length_avg': 73.5259427521008, 'street_length_total': 70443.2, 'street_length_avg': 72.77190082644628, 'street_segments_count': 968, 'node_density_km': 119.8650150039472, 'intersection_density_km': 96.05849119066325, 'edge_density_km': 23305.98665573403, 'street_density_km': 11727.326701286185, 'circuity_avg': 1.056561077790077, 'self_loop_proportion': 0.0063025210084033615, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056561077790077\n", - "799\n", - "25010501.175567556\n", - "{'n': 1006, 'm': 2916, 'k_avg': 5.797216699801193, 'intersection_count': 880, 'streets_per_node_avg': 2.99403578528827, 'streets_per_node_counts': {0: 0, 1: 126, 2: 0, 3: 660, 4: 200, 5: 14, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12524850894632206, 2: 0.0, 3: 0.6560636182902585, 4: 0.1988071570576541, 5: 0.013916500994035786, 6: 0.005964214711729622}, 'edge_length_total': 358992.43400000106, 'edge_length_avg': 123.11125994513068, 'street_length_total': 180929.1839999998, 'street_length_avg': 122.49775490859838, 'street_segments_count': 1477, 'node_density_km': 40.22310440475094, 'intersection_density_km': 35.18522055286365, 'edge_density_km': 14353.668144431118, 'street_density_km': 7234.128685783684, 'circuity_avg': 1.041558843587005, 'self_loop_proportion': 0.003429355281207133, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041558843587005\n", - "800\n", - "12008379.98245644\n", - "{'n': 503, 'm': 1301, 'k_avg': 5.172962226640159, 'intersection_count': 399, 'streets_per_node_avg': 2.697813121272366, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 343, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20675944333996024, 2: 0.0, 3: 0.6819085487077535, 4: 0.11133200795228629}, 'edge_length_total': 143594.49699999992, 'edge_length_avg': 110.37240353574167, 'street_length_total': 71811.75400000007, 'street_length_avg': 110.30991397849473, 'street_segments_count': 651, 'node_density_km': 41.88741534951879, 'intersection_density_km': 33.22679666890258, 'edge_density_km': 11957.857530306612, 'street_density_km': 5980.136713271312, 'circuity_avg': 1.0828904974860207, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0828904974860207\n", - "801\n", - "9004046.804446844\n", - "{'n': 499, 'm': 1167, 'k_avg': 4.677354709418838, 'intersection_count': 344, 'streets_per_node_avg': 2.444889779559118, 'streets_per_node_counts': {0: 0, 1: 155, 2: 0, 3: 311, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3106212424849699, 2: 0.0, 3: 0.6232464929859719, 4: 0.06613226452905811}, 'edge_length_total': 109008.35299999994, 'edge_length_avg': 93.4090428449014, 'street_length_total': 55225.812999999995, 'street_length_avg': 92.19668280467445, 'street_segments_count': 599, 'node_density_km': 55.4195253353812, 'intersection_density_km': 38.205043517777824, 'edge_density_km': 12106.595552808965, 'street_density_km': 6133.44357258622, 'circuity_avg': 1.0873085081755505, 'self_loop_proportion': 0.00856898029134533, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0873085081755505\n", - "802\n", - "12014460.351837039\n", - "{'n': 545, 'm': 1343, 'k_avg': 4.9284403669724774, 'intersection_count': 429, 'streets_per_node_avg': 2.6660550458715595, 'streets_per_node_counts': {0: 0, 1: 116, 2: 0, 3: 383, 4: 42, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21284403669724772, 2: 0.0, 3: 0.7027522935779816, 4: 0.07706422018348624, 5: 0.007339449541284404}, 'edge_length_total': 178062.53499999968, 'edge_length_avg': 132.58565524944132, 'street_length_total': 91094.27500000007, 'street_length_avg': 132.40446947674428, 'street_segments_count': 688, 'node_density_km': 45.362004121697254, 'intersection_density_km': 35.70697205175802, 'edge_density_km': 14820.685223100636, 'street_density_km': 7582.052987179864, 'circuity_avg': 1.0792560396210635, 'self_loop_proportion': 0.0014892032762472078, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0792560396210635\n", - "803\n", - "9013669.05596324\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 253, 'm': 682, 'k_avg': 5.391304347826087, 'intersection_count': 214, 'streets_per_node_avg': 2.857707509881423, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 172, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1541501976284585, 2: 0.0, 3: 0.6798418972332015, 4: 0.16600790513833993}, 'edge_length_total': 122818.08999999985, 'edge_length_avg': 180.08517595307896, 'street_length_total': 61409.045000000006, 'street_length_avg': 180.0851759530792, 'street_segments_count': 341, 'node_density_km': 28.068481151149083, 'intersection_density_km': 23.74171923456879, 'edge_density_km': 13625.75985843924, 'street_density_km': 6812.879929219629, 'circuity_avg': 1.0301083671002038, 'self_loop_proportion': 0.002932551319648094, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0301083671002038\n", - "804\n", - "21021430.572627265\n", - "{'n': 441, 'm': 1175, 'k_avg': 5.328798185941043, 'intersection_count': 367, 'streets_per_node_avg': 2.798185941043084, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 308, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16780045351473924, 2: 0.0, 3: 0.6984126984126984, 4: 0.13378684807256236}, 'edge_length_total': 225994.91299999924, 'edge_length_avg': 192.33609617021213, 'street_length_total': 114748.54100000006, 'street_length_avg': 190.2960878938641, 'street_segments_count': 603, 'node_density_km': 20.978591275050587, 'intersection_density_km': 17.45837414499675, 'edge_density_km': 10750.691406048982, 'street_density_km': 5458.645671309265, 'circuity_avg': 1.0634206214265542, 'self_loop_proportion': 0.001702127659574468, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0634206214265542\n", - "805\n", - "7003588.198761312\n", - "{'n': 259, 'm': 743, 'k_avg': 5.737451737451737, 'intersection_count': 222, 'streets_per_node_avg': 2.9845559845559846, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 154, 4: 66, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.5945945945945946, 4: 0.2548262548262548, 5: 0.007722007722007722}, 'edge_length_total': 86053.34500000002, 'edge_length_avg': 115.81876850605654, 'street_length_total': 43519.537, 'street_length_avg': 116.05209866666665, 'street_segments_count': 375, 'node_density_km': 36.98104352363378, 'intersection_density_km': 31.698037305971813, 'edge_density_km': 12287.036667178665, 'street_density_km': 6213.891474615408, 'circuity_avg': 1.0332799980162741, 'self_loop_proportion': 0.005383580080753701, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0332799980162741\n", - "806\n", - "6007345.60609295\n", - "{'n': 193, 'm': 542, 'k_avg': 5.616580310880829, 'intersection_count': 168, 'streets_per_node_avg': 3.0466321243523318, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 110, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12953367875647667, 2: 0.0, 3: 0.5699481865284974, 4: 0.29533678756476683, 5: 0.0051813471502590676}, 'edge_length_total': 87921.60099999997, 'edge_length_avg': 162.2169760147601, 'street_length_total': 44216.27100000001, 'street_length_avg': 159.05133453237414, 'street_segments_count': 278, 'node_density_km': 32.12733420967986, 'intersection_density_km': 27.96576242086122, 'edge_density_km': 14635.682173974723, 'street_density_km': 7360.367440014381, 'circuity_avg': 1.0325025609165797, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0325025609165797\n", - "807\n", - "10004599.770952806\n", - "{'n': 1174, 'm': 2984, 'k_avg': 5.083475298126065, 'intersection_count': 900, 'streets_per_node_avg': 2.717206132879046, 'streets_per_node_counts': {0: 0, 1: 274, 2: 4, 3: 677, 4: 218, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23339011925042588, 2: 0.0034071550255536627, 3: 0.5766609880749574, 4: 0.18568994889267462, 5: 0.0008517887563884157}, 'edge_length_total': 221482.24400000027, 'edge_length_avg': 74.22327211796255, 'street_length_total': 113448.39599999972, 'street_length_avg': 72.63021510883465, 'street_segments_count': 1562, 'node_density_km': 117.34602351695993, 'intersection_density_km': 89.95862109477338, 'edge_density_km': 22138.041408017965, 'street_density_km': 11339.623632859753, 'circuity_avg': 1.0467097172762212, 'self_loop_proportion': 0.0030160857908847183, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0467097172762212\n", - "808\n", - "13018522.712994989\n", - "{'n': 726, 'm': 1858, 'k_avg': 5.118457300275482, 'intersection_count': 634, 'streets_per_node_avg': 2.8856749311294765, 'streets_per_node_counts': {0: 0, 1: 92, 2: 0, 3: 533, 4: 101}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12672176308539945, 2: 0.0, 3: 0.7341597796143251, 4: 0.13911845730027547}, 'edge_length_total': 243052.71599999987, 'edge_length_avg': 130.81416361679217, 'street_length_total': 127177.01399999985, 'street_length_avg': 129.90501940755857, 'street_segments_count': 979, 'node_density_km': 55.76669611486044, 'intersection_density_km': 48.69984206173763, 'edge_density_km': 18669.76164333811, 'street_density_km': 9768.928226629949, 'circuity_avg': 1.0492694485878231, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0492694485878231\n", - "809\n", - "6004319.526745225\n", - "{'n': 109, 'm': 257, 'k_avg': 4.715596330275229, 'intersection_count': 83, 'streets_per_node_avg': 2.5871559633027523, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 76, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23853211009174313, 2: 0.0, 3: 0.6972477064220184, 4: 0.06422018348623854}, 'edge_length_total': 58433.898, 'edge_length_avg': 227.36925291828794, 'street_length_total': 29315.36, 'street_length_avg': 225.50276923076925, 'street_segments_count': 130, 'node_density_km': 18.153597508340113, 'intersection_density_km': 13.823381588919535, 'edge_density_km': 9731.976744361471, 'street_density_km': 4882.378405982508, 'circuity_avg': 1.0642377192435373, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0642377192435373\n", - "810\n", - "11007479.573128676\n", - "{'n': 701, 'm': 1971, 'k_avg': 5.62339514978602, 'intersection_count': 623, 'streets_per_node_avg': 3.0099857346647645, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 461, 4: 161, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11126961483594865, 2: 0.0, 3: 0.6576319543509273, 4: 0.2296718972895863, 5: 0.0014265335235378032}, 'edge_length_total': 189423.30399999954, 'edge_length_avg': 96.10517706747821, 'street_length_total': 97261.84800000011, 'street_length_avg': 94.612692607004, 'street_segments_count': 1028, 'node_density_km': 63.68397009895641, 'intersection_density_km': 56.59787927482146, 'edge_density_km': 17208.599183996434, 'street_density_km': 8835.978059630885, 'circuity_avg': 1.0718663228959222, 'self_loop_proportion': 0.008117706747843734, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0718663228959222\n", - "811\n", - "157069830.0664566\n", - "{'n': 12519, 'm': 34403, 'k_avg': 5.496125888649253, 'intersection_count': 10457, 'streets_per_node_avg': 2.8349708443166386, 'streets_per_node_counts': {0: 0, 1: 2062, 2: 7, 3: 8414, 4: 2010, 5: 25, 6: 0, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16470964134515537, 2: 0.0005591500918603722, 3: 0.6720984104161675, 4: 0.16055595494847832, 5: 0.0019969646137870437, 6: 0.0, 7: 0.0, 8: 7.987858455148175e-05}, 'edge_length_total': 3102412.8380000056, 'edge_length_avg': 90.17855530041001, 'street_length_total': 1586727.0920000027, 'street_length_avg': 90.05772699926231, 'street_segments_count': 17619, 'node_density_km': 79.70340322328728, 'intersection_density_km': 66.57548426439133, 'edge_density_km': 19751.80616600507, 'street_density_km': 10102.048823307794, 'circuity_avg': 1.0828781132582381, 'self_loop_proportion': 0.005406505246635468, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0828781132582381\n", - "812\n", - "23025719.426409446\n", - "{'n': 538, 'm': 1422, 'k_avg': 5.286245353159852, 'intersection_count': 427, 'streets_per_node_avg': 2.7379182156133828, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 348, 4: 77, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20631970260223048, 2: 0.0, 3: 0.6468401486988847, 4: 0.14312267657992564, 5: 0.0037174721189591076}, 'edge_length_total': 143410.75999999975, 'edge_length_avg': 100.85144866385355, 'street_length_total': 71895.878, 'street_length_avg': 100.4132374301676, 'street_segments_count': 716, 'node_density_km': 23.36517656785736, 'intersection_density_km': 18.544480287128426, 'edge_density_km': 6228.285741878457, 'street_density_km': 3122.4161412102817, 'circuity_avg': 1.0682265595600402, 'self_loop_proportion': 0.0014064697609001407, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0682265595600402\n", - "813\n", - "113089291.58164681\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 11922, 'm': 30999, 'k_avg': 5.200301962757926, 'intersection_count': 9476, 'streets_per_node_avg': 2.7588491863781246, 'streets_per_node_counts': {0: 0, 1: 2446, 2: 4, 3: 7498, 4: 1929, 5: 43, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20516691830229827, 2: 0.00033551417547391375, 3: 0.6289213219258514, 4: 0.1618017111222949, 5: 0.003606777386344573, 6: 0.00016775708773695687}, 'edge_length_total': 2525617.565000017, 'edge_length_avg': 81.47416255363132, 'street_length_total': 1333024.6110000017, 'street_length_avg': 81.48072194376539, 'street_segments_count': 16360, 'node_density_km': 105.42112195824218, 'intersection_density_km': 83.79219524209888, 'edge_density_km': 22332.950624035017, 'street_density_km': 11787.363704879173, 'circuity_avg': 1.0782223255959749, 'self_loop_proportion': 0.004387238298009613, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0782223255959749\n", - "814\n", - "17007460.799932495\n", - "{'n': 1057, 'm': 2613, 'k_avg': 4.944181646168401, 'intersection_count': 788, 'streets_per_node_avg': 2.5941343424787133, 'streets_per_node_counts': {0: 0, 1: 269, 2: 0, 3: 682, 4: 103, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25449385052034057, 2: 0.0, 3: 0.6452223273415326, 4: 0.09744560075685904, 5: 0.002838221381267739}, 'edge_length_total': 278730.11100000027, 'edge_length_avg': 106.6705361653273, 'street_length_total': 144384.00599999996, 'street_length_avg': 106.79290384615382, 'street_segments_count': 1352, 'node_density_km': 62.14919513465498, 'intersection_density_km': 46.33260715809662, 'edge_density_km': 16388.696365603653, 'street_density_km': 8489.451053185614, 'circuity_avg': 1.0759483197484856, 'self_loop_proportion': 0.003827018752391887, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0759483197484856\n", - "815\n", - "15012885.305409685\n", - "{'n': 179, 'm': 474, 'k_avg': 5.29608938547486, 'intersection_count': 144, 'streets_per_node_avg': 2.793296089385475, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 111, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19553072625698323, 2: 0.0, 3: 0.6201117318435754, 4: 0.18435754189944134}, 'edge_length_total': 103311.58599999995, 'edge_length_avg': 217.9569324894514, 'street_length_total': 52788.37300000001, 'street_length_avg': 215.46274693877552, 'street_segments_count': 245, 'node_density_km': 11.923091155269123, 'intersection_density_km': 9.59176048245114, 'edge_density_km': 6881.527694264943, 'street_density_km': 3516.204375515908, 'circuity_avg': 1.1374095515610227, 'self_loop_proportion': 0.004219409282700422, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1374095515610227\n", - "816\n", - "10012866.067908604\n", - "{'n': 633, 'm': 1660, 'k_avg': 5.244865718799368, 'intersection_count': 501, 'streets_per_node_avg': 2.6856240126382307, 'streets_per_node_counts': {0: 0, 1: 132, 2: 0, 3: 439, 4: 59, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20853080568720378, 2: 0.0, 3: 0.693522906793049, 4: 0.09320695102685624, 5: 0.004739336492890996}, 'edge_length_total': 161941.25199999995, 'edge_length_avg': 97.55497108433732, 'street_length_total': 81053.04399999998, 'street_length_avg': 97.53675571600479, 'street_segments_count': 831, 'node_density_km': 63.2186624395961, 'intersection_density_km': 50.03562382659976, 'edge_density_km': 16173.31650115887, 'street_density_km': 8094.889460249177, 'circuity_avg': 1.0654542076533016, 'self_loop_proportion': 0.0036144578313253013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0654542076533016\n", - "817\n", - "21013953.008750826\n", - "{'n': 2124, 'm': 5764, 'k_avg': 5.427495291902072, 'intersection_count': 1788, 'streets_per_node_avg': 2.8921845574387945, 'streets_per_node_counts': {0: 0, 1: 336, 2: 3, 3: 1345, 4: 434, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15819209039548024, 2: 0.0014124293785310734, 3: 0.6332391713747646, 4: 0.20433145009416195, 5: 0.002824858757062147}, 'edge_length_total': 425840.25099999865, 'edge_length_avg': 73.87929406662016, 'street_length_total': 218473.68399999963, 'street_length_avg': 72.63087898936158, 'street_segments_count': 3008, 'node_density_km': 101.07569951810135, 'intersection_density_km': 85.08632332314745, 'edge_density_km': 20264.642774382635, 'street_density_km': 10396.600958849618, 'circuity_avg': 1.0537671966072255, 'self_loop_proportion': 0.001040943789035392, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0537671966072255\n", - "818\n", - "6005914.9165846445\n", - "{'n': 127, 'm': 318, 'k_avg': 5.0078740157480315, 'intersection_count': 97, 'streets_per_node_avg': 2.6141732283464565, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 86, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23622047244094488, 2: 0.0, 3: 0.6771653543307087, 4: 0.08661417322834646}, 'edge_length_total': 54715.95400000004, 'edge_length_avg': 172.06274842767309, 'street_length_total': 27357.977, 'street_length_avg': 172.06274842767294, 'street_segments_count': 159, 'node_density_km': 21.14582070573529, 'intersection_density_km': 16.150744948474983, 'edge_density_km': 9110.344512025673, 'street_density_km': 4555.172256012833, 'circuity_avg': 1.1123753702839443, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1123753702839443\n", - "819\n", - "10005951.235707823\n", - "{'n': 255, 'm': 680, 'k_avg': 5.333333333333333, 'intersection_count': 207, 'streets_per_node_avg': 2.796078431372549, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 168, 4: 34, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18823529411764706, 2: 0.0, 3: 0.6588235294117647, 4: 0.13333333333333333, 5: 0.0196078431372549}, 'edge_length_total': 116559.41799999995, 'edge_length_avg': 171.41090882352933, 'street_length_total': 58279.70899999999, 'street_length_avg': 171.41090882352938, 'street_segments_count': 340, 'node_density_km': 25.484833374961102, 'intersection_density_km': 20.68768826908607, 'edge_density_km': 11649.009200048786, 'street_density_km': 5824.504600024395, 'circuity_avg': 1.0506562281863294, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0506562281863294\n", - "820\n", - "8010971.862389376\n", - "{'n': 433, 'm': 1139, 'k_avg': 5.2609699769053115, 'intersection_count': 380, 'streets_per_node_avg': 2.903002309468822, 'streets_per_node_counts': {0: 0, 1: 53, 2: 1, 3: 314, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12240184757505773, 2: 0.0023094688221709007, 3: 0.7251732101616628, 4: 0.15011547344110854}, 'edge_length_total': 129945.92799999999, 'edge_length_avg': 114.08773309920981, 'street_length_total': 66953.24199999998, 'street_length_avg': 110.48389768976895, 'street_segments_count': 606, 'node_density_km': 54.050870161320496, 'intersection_density_km': 47.43494379053531, 'edge_density_km': 16220.994185497231, 'street_density_km': 8357.69281806344, 'circuity_avg': 1.0509095331732567, 'self_loop_proportion': 0.003511852502194908, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0509095331732567\n", - "821\n", - "9011386.833013356\n", - "{'n': 128, 'm': 339, 'k_avg': 5.296875, 'intersection_count': 111, 'streets_per_node_avg': 2.796875, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 103, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1328125, 2: 0.0, 3: 0.8046875, 4: 0.0625}, 'edge_length_total': 42928.615999999965, 'edge_length_avg': 126.63308554572261, 'street_length_total': 21615.856000000007, 'street_length_avg': 126.40851461988308, 'street_segments_count': 171, 'node_density_km': 14.204250951814654, 'intersection_density_km': 12.31774887227677, 'edge_density_km': 4763.819020922541, 'street_density_km': 2398.7268997053798, 'circuity_avg': 1.1042057620451222, 'self_loop_proportion': 0.0058997050147492625, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1042057620451222\n", - "822\n", - "33011874.356772337\n", - "{'n': 1548, 'm': 4388, 'k_avg': 5.669250645994832, 'intersection_count': 1298, 'streets_per_node_avg': 2.90374677002584, 'streets_per_node_counts': {0: 0, 1: 250, 2: 0, 3: 962, 4: 321, 5: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16149870801033592, 2: 0.0, 3: 0.6214470284237726, 4: 0.20736434108527133, 5: 0.009689922480620155}, 'edge_length_total': 533049.6969999988, 'edge_length_avg': 121.47896467638988, 'street_length_total': 267420.8140000006, 'street_length_avg': 121.05967134450005, 'street_segments_count': 2209, 'node_density_km': 46.892217729600986, 'intersection_density_km': 39.31918515053106, 'edge_density_km': 16147.210886577375, 'street_density_km': 8100.7461469736145, 'circuity_avg': 1.053123170501161, 'self_loop_proportion': 0.00022789425706472196, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053123170501161\n", - "823\n", - "8011331.168566763\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 240, 'm': 634, 'k_avg': 5.283333333333333, 'intersection_count': 211, 'streets_per_node_avg': 2.845833333333333, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 190, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12083333333333333, 2: 0.0, 3: 0.7916666666666666, 4: 0.0875}, 'edge_length_total': 106782.65999999999, 'edge_length_avg': 168.42690851735014, 'street_length_total': 53391.329999999965, 'street_length_avg': 168.42690851735006, 'street_segments_count': 317, 'node_density_km': 29.957568218083825, 'intersection_density_km': 26.33769539173203, 'edge_density_km': 13328.953422743545, 'street_density_km': 6664.476711371769, 'circuity_avg': 1.041537603528088, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041537603528088\n", - "824\n", - "10009173.612658167\n", - "{'n': 253, 'm': 686, 'k_avg': 5.4229249011857705, 'intersection_count': 208, 'streets_per_node_avg': 2.802371541501976, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 169, 4: 38, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17786561264822134, 2: 0.0, 3: 0.6679841897233202, 4: 0.15019762845849802, 5: 0.003952569169960474}, 'edge_length_total': 102481.77200000006, 'edge_length_avg': 149.3903381924199, 'street_length_total': 51240.88600000002, 'street_length_avg': 149.39033819241988, 'street_segments_count': 343, 'node_density_km': 25.276812031718773, 'intersection_density_km': 20.78093637390318, 'edge_density_km': 10238.784535657951, 'street_density_km': 5119.392267828975, 'circuity_avg': 1.0356533355072395, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0356533355072395\n", - "825\n", - "6007580.592709912\n", - "{'n': 338, 'm': 868, 'k_avg': 5.136094674556213, 'intersection_count': 281, 'streets_per_node_avg': 2.801775147928994, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 238, 4: 39, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16863905325443787, 2: 0.0, 3: 0.7041420118343196, 4: 0.11538461538461539, 5: 0.011834319526627219}, 'edge_length_total': 79269.68100000003, 'edge_length_avg': 91.32451728110603, 'street_length_total': 40614.26799999998, 'street_length_avg': 89.8545752212389, 'street_segments_count': 452, 'node_density_km': 56.262249799887286, 'intersection_density_km': 46.774237259669604, 'edge_density_km': 13194.942585737812, 'street_density_km': 6760.5032297502, 'circuity_avg': 1.0584865762021953, 'self_loop_proportion': 0.001152073732718894, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0584865762021953\n", - "826\n", - "3002709.351663005\n", - "{'n': 632, 'm': 1685, 'k_avg': 5.332278481012659, 'intersection_count': 527, 'streets_per_node_avg': 2.882911392405063, 'streets_per_node_counts': {0: 0, 1: 105, 2: 0, 3: 395, 4: 129, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1661392405063291, 2: 0.0, 3: 0.625, 4: 0.20411392405063292, 5: 0.0031645569620253164, 6: 0.0015822784810126582}, 'edge_length_total': 90826.91599999988, 'edge_length_avg': 53.90321424332337, 'street_length_total': 49264.082000000024, 'street_length_avg': 55.166945128779425, 'street_segments_count': 893, 'node_density_km': 210.47658164116893, 'intersection_density_km': 175.50816222293676, 'edge_density_km': 30248.32088716704, 'street_density_km': 16406.543634573176, 'circuity_avg': 1.0488010367705876, 'self_loop_proportion': 0.002373887240356083, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0488010367705876\n", - "827\n", - "14009791.623746203\n", - "{'n': 672, 'm': 1694, 'k_avg': 5.041666666666667, 'intersection_count': 528, 'streets_per_node_avg': 2.7083333333333335, 'streets_per_node_counts': {0: 0, 1: 144, 2: 0, 3: 437, 4: 90, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21428571428571427, 2: 0.0, 3: 0.6502976190476191, 4: 0.13392857142857142, 5: 0.001488095238095238}, 'edge_length_total': 180695.66799999992, 'edge_length_avg': 106.66804486422663, 'street_length_total': 92757.05500000002, 'street_length_avg': 105.7663112884835, 'street_segments_count': 877, 'node_density_km': 47.96645218198527, 'intersection_density_km': 37.687926714416996, 'edge_density_km': 12897.812676508753, 'street_density_km': 6620.873278570355, 'circuity_avg': 1.076148482554044, 'self_loop_proportion': 0.0059031877213695395, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.076148482554044\n", - "828\n", - "6002490.530312598\n", - "{'n': 434, 'm': 1039, 'k_avg': 4.788018433179723, 'intersection_count': 301, 'streets_per_node_avg': 2.5046082949308754, 'streets_per_node_counts': {0: 0, 1: 133, 2: 1, 3: 250, 4: 49, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3064516129032258, 2: 0.002304147465437788, 3: 0.576036866359447, 4: 0.11290322580645161, 5: 0.0, 6: 0.002304147465437788}, 'edge_length_total': 87164.08000000012, 'edge_length_avg': 83.89228103946114, 'street_length_total': 43940.46, 'street_length_avg': 83.06325141776938, 'street_segments_count': 529, 'node_density_km': 72.30332106453122, 'intersection_density_km': 50.14585170604584, 'edge_density_km': 14521.31903579376, 'street_density_km': 7320.371398855279, 'circuity_avg': 1.0473303542377046, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473303542377046\n", - "829\n", - "10007408.076250603\n", - "{'n': 334, 'm': 800, 'k_avg': 4.790419161676646, 'intersection_count': 260, 'streets_per_node_avg': 2.6766467065868262, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 220, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2215568862275449, 2: 0.0, 3: 0.6586826347305389, 4: 0.11976047904191617}, 'edge_length_total': 108943.3740000001, 'edge_length_avg': 136.17921750000014, 'street_length_total': 59076.13799999994, 'street_length_avg': 140.32336817102123, 'street_segments_count': 421, 'node_density_km': 33.3752753415385, 'intersection_density_km': 25.980753259880267, 'edge_density_km': 10886.272766126376, 'street_density_km': 5903.24063432552, 'circuity_avg': 1.0744984426981277, 'self_loop_proportion': 0.0025, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0744984426981277\n", - "830\n", - "5002321.296360142\n", - "{'n': 425, 'm': 1079, 'k_avg': 5.07764705882353, 'intersection_count': 344, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 270, 4: 71, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19058823529411764, 2: 0.0, 3: 0.6352941176470588, 4: 0.16705882352941176, 5: 0.007058823529411765}, 'edge_length_total': 78887.30000000008, 'edge_length_avg': 73.11149212233556, 'street_length_total': 40402.46799999998, 'street_length_avg': 69.90046366782003, 'street_segments_count': 578, 'node_density_km': 84.9605562739931, 'intersection_density_km': 68.76807378412619, 'edge_density_km': 15770.138566949136, 'street_density_km': 8076.743896758127, 'circuity_avg': 1.0709691349766364, 'self_loop_proportion': 0.0018535681186283596, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0709691349766364\n", - "831\n", - "15005998.914441999\n", - "{'n': 914, 'm': 2301, 'k_avg': 5.035010940919038, 'intersection_count': 707, 'streets_per_node_avg': 2.6827133479212253, 'streets_per_node_counts': {0: 0, 1: 207, 2: 0, 3: 583, 4: 124}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22647702407002188, 2: 0.0, 3: 0.637855579868709, 4: 0.13566739606126915}, 'edge_length_total': 231164.0220000002, 'edge_length_avg': 100.46241720990882, 'street_length_total': 116752.36799999986, 'street_length_avg': 97.94661744966432, 'street_segments_count': 1192, 'node_density_km': 60.9089741516876, 'intersection_density_km': 47.11449094665551, 'edge_density_km': 15404.774005249625, 'street_density_km': 7780.379611225722, 'circuity_avg': 1.0502179775593352, 'self_loop_proportion': 0.003476749239461104, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0502179775593352\n", - "832\n", - "8003436.882515173\n", - "{'n': 167, 'm': 460, 'k_avg': 5.508982035928144, 'intersection_count': 137, 'streets_per_node_avg': 2.802395209580838, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 110, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17964071856287425, 2: 0.0, 3: 0.6586826347305389, 4: 0.16167664670658682}, 'edge_length_total': 78740.496, 'edge_length_avg': 171.17499130434783, 'street_length_total': 39370.24799999999, 'street_length_avg': 171.1749913043478, 'street_segments_count': 230, 'node_density_km': 20.86603573582732, 'intersection_density_km': 17.11764608268469, 'edge_density_km': 9838.335349657295, 'street_density_km': 4919.167674828646, 'circuity_avg': 1.0442606490613706, 'self_loop_proportion': 0.008695652173913044, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0442606490613706\n", - "833\n", - "28036011.613765996\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3393, 'm': 9838, 'k_avg': 5.798997936928972, 'intersection_count': 3005, 'streets_per_node_avg': 2.9622752726201003, 'streets_per_node_counts': {0: 0, 1: 388, 2: 0, 3: 2389, 4: 588, 5: 24, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11435307987032126, 2: 0.0, 3: 0.704096669613911, 4: 0.17329796640141468, 5: 0.007073386383731211, 6: 0.0011788977306218685}, 'edge_length_total': 788451.9179999987, 'edge_length_avg': 80.14351677170143, 'street_length_total': 394578.6110000003, 'street_length_avg': 79.93894064019456, 'street_segments_count': 4936, 'node_density_km': 121.02292033343284, 'intersection_density_km': 107.18357665840426, 'edge_density_km': 28122.82748566347, 'street_density_km': 14073.992279495911, 'circuity_avg': 1.0536521951928501, 'self_loop_proportion': 0.0020329335230737954, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0536521951928501\n", - "834\n", - "6005982.925705928\n", - "{'n': 29, 'm': 68, 'k_avg': 4.689655172413793, 'intersection_count': 22, 'streets_per_node_avg': 2.689655172413793, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 17, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2413793103448276, 2: 0.0, 3: 0.5862068965517241, 4: 0.1724137931034483}, 'edge_length_total': 24022.135999999977, 'edge_length_avg': 353.2667058823526, 'street_length_total': 12011.068000000003, 'street_length_avg': 353.26670588235305, 'street_segments_count': 34, 'node_density_km': 4.828518555368922, 'intersection_density_km': 3.6630140764867685, 'edge_density_km': 3999.701014330885, 'street_density_km': 1999.850507165445, 'circuity_avg': 1.007125930362246, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.007125930362246\n", - "835\n", - "7004037.463909445\n", - "{'n': 262, 'm': 686, 'k_avg': 5.236641221374046, 'intersection_count': 206, 'streets_per_node_avg': 2.6717557251908395, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 180, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21374045801526717, 2: 0.0, 3: 0.6870229007633588, 4: 0.09923664122137404}, 'edge_length_total': 86108.07199999997, 'edge_length_avg': 125.52197084548101, 'street_length_total': 43054.036000000044, 'street_length_avg': 125.52197084548118, 'street_segments_count': 343, 'node_density_km': 37.40699580064202, 'intersection_density_km': 29.41160738523762, 'edge_density_km': 12294.062166814425, 'street_density_km': 6147.031083407222, 'circuity_avg': 1.0741872995835327, 'self_loop_proportion': 0.0029154518950437317, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0741872995835327\n", - "836\n", - "11005231.576018622\n", - "{'n': 198, 'm': 502, 'k_avg': 5.070707070707071, 'intersection_count': 156, 'streets_per_node_avg': 2.6717171717171717, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 138, 4: 17, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21212121212121213, 2: 0.0, 3: 0.696969696969697, 4: 0.08585858585858586, 5: 0.005050505050505051}, 'edge_length_total': 100595.14999999998, 'edge_length_avg': 200.38874501992026, 'street_length_total': 50297.57499999998, 'street_length_avg': 200.38874501992024, 'street_segments_count': 251, 'node_density_km': 17.991443308785943, 'intersection_density_km': 14.175076546316197, 'edge_density_km': 9140.666355372818, 'street_density_km': 4570.333177686408, 'circuity_avg': 1.0599238032323255, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0599238032323255\n", - "837\n", - "1126063037.6978676\n", - "error with entry 837\n", - "838\n", - "70061795.96801455\n", - "{'n': 13843, 'm': 38453, 'k_avg': 5.555587661634039, 'intersection_count': 11846, 'streets_per_node_avg': 2.9655421512677886, 'streets_per_node_counts': {0: 0, 1: 1997, 2: 21, 3: 8404, 4: 3315, 5: 96, 6: 9, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1442606371451275, 2: 0.0015170122083363433, 3: 0.6070938380408871, 4: 0.2394712128873799, 5: 0.006934912952394712, 6: 0.0006501480892870042, 7: 7.223867658744492e-05}, 'edge_length_total': 2060174.7470000016, 'edge_length_avg': 53.57643739110087, 'street_length_total': 1094294.993, 'street_length_avg': 53.508141068896386, 'street_segments_count': 20451, 'node_density_km': 197.582716924924, 'intersection_density_km': 169.07930829246908, 'edge_density_km': 29405.10899749897, 'street_density_km': 15618.99717072027, 'circuity_avg': 1.065770357381593, 'self_loop_proportion': 0.0031206927938002235, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065770357381593\n", - "839\n", - "60043065.48759373\n", - "{'n': 10478, 'm': 28980, 'k_avg': 5.531589998091238, 'intersection_count': 8831, 'streets_per_node_avg': 2.8974995228096967, 'streets_per_node_counts': {0: 0, 1: 1647, 2: 20, 3: 6608, 4: 2166, 5: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15718648597060508, 2: 0.001908761213972132, 3: 0.6306547050963924, 4: 0.2067188394731819, 5: 0.0035312082458484446}, 'edge_length_total': 1625103.0420000101, 'edge_length_avg': 56.076709523809875, 'street_length_total': 839391.673000001, 'street_length_avg': 55.70690688877097, 'street_segments_count': 15068, 'node_density_km': 174.50807874166574, 'intersection_density_km': 147.07776707078168, 'edge_density_km': 27065.624128331583, 'street_density_km': 13979.827082170521, 'circuity_avg': 1.061469535737545, 'self_loop_proportion': 0.0019668737060041406, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061469535737545\n", - "840\n", - "14013727.280095495\n", - "{'n': 1430, 'm': 3951, 'k_avg': 5.525874125874126, 'intersection_count': 1241, 'streets_per_node_avg': 2.953146853146853, 'streets_per_node_counts': {0: 0, 1: 189, 2: 4, 3: 930, 4: 300, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13216783216783218, 2: 0.002797202797202797, 3: 0.6503496503496503, 4: 0.2097902097902098, 5: 0.004195804195804196, 6: 0.0006993006993006993}, 'edge_length_total': 287937.9480000001, 'edge_length_avg': 72.87723310554293, 'street_length_total': 147056.0510000001, 'street_length_avg': 71.0759067182214, 'street_segments_count': 2069, 'node_density_km': 102.04280213381286, 'intersection_density_km': 88.55602618745577, 'edge_density_km': 20546.849688517555, 'street_density_km': 10493.714345995037, 'circuity_avg': 1.0769154008449053, 'self_loop_proportion': 0.004302708175145533, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0769154008449053\n", - "841\n", - "19021803.55585531\n", - "{'n': 599, 'm': 1553, 'k_avg': 5.185308848080133, 'intersection_count': 479, 'streets_per_node_avg': 2.706176961602671, 'streets_per_node_counts': {0: 0, 1: 120, 2: 0, 3: 416, 4: 62, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2003338898163606, 2: 0.0, 3: 0.6944908180300501, 4: 0.10350584307178631, 5: 0.001669449081803005}, 'edge_length_total': 231451.82300000006, 'edge_length_avg': 149.03530135222155, 'street_length_total': 116623.03999999992, 'street_length_avg': 148.18683608640396, 'street_segments_count': 787, 'node_density_km': 31.490179059052224, 'intersection_density_km': 25.18162899713859, 'edge_density_km': 12167.711769305615, 'street_density_km': 6131.019051771297, 'circuity_avg': 1.0604012937074558, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0604012937074558\n", - "842\n", - "6003661.289651077\n", - "{'n': 165, 'm': 464, 'k_avg': 5.624242424242424, 'intersection_count': 137, 'streets_per_node_avg': 2.8727272727272726, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 102, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1696969696969697, 2: 0.0, 3: 0.6181818181818182, 4: 0.21212121212121213}, 'edge_length_total': 70597.66399999999, 'edge_length_avg': 152.15013793103446, 'street_length_total': 35298.83200000003, 'street_length_avg': 152.1501379310346, 'street_segments_count': 232, 'node_density_km': 27.48322932281703, 'intersection_density_km': 22.81940858924808, 'edge_density_km': 11759.10175374051, 'street_density_km': 5879.55087687026, 'circuity_avg': 1.0773673338703418, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0773673338703418\n", - "843\n", - "12009418.111405568\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 511, 'm': 1323, 'k_avg': 5.178082191780822, 'intersection_count': 390, 'streets_per_node_avg': 2.63600782778865, 'streets_per_node_counts': {0: 0, 1: 121, 2: 0, 3: 337, 4: 50, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23679060665362034, 2: 0.0, 3: 0.6594911937377691, 4: 0.09784735812133072, 5: 0.005870841487279843}, 'edge_length_total': 162805.01899999994, 'edge_length_avg': 123.05745956160237, 'street_length_total': 81695.86400000003, 'street_length_avg': 123.0359397590362, 'street_segments_count': 664, 'node_density_km': 42.549938328376946, 'intersection_density_km': 32.47451261852643, 'edge_density_km': 13556.44524070496, 'street_density_km': 6802.649657306206, 'circuity_avg': 1.0391898559779524, 'self_loop_proportion': 0.0015117157974300832, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0391898559779524\n", - "844\n", - "6004749.918227566\n", - "{'n': 114, 'm': 298, 'k_avg': 5.228070175438597, 'intersection_count': 97, 'streets_per_node_avg': 2.824561403508772, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 83, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14912280701754385, 2: 0.0, 3: 0.7280701754385965, 4: 0.12280701754385964}, 'edge_length_total': 54881.429999999986, 'edge_length_avg': 184.16587248322142, 'street_length_total': 27440.71499999999, 'street_length_avg': 184.1658724832214, 'street_segments_count': 149, 'node_density_km': 18.98497049043628, 'intersection_density_km': 16.153878399757183, 'edge_density_km': 9139.669552832842, 'street_density_km': 4569.83477641642, 'circuity_avg': 1.0824660837918394, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0824660837918394\n", - "845\n", - "30030902.955830876\n", - "{'n': 1598, 'm': 3877, 'k_avg': 4.852315394242804, 'intersection_count': 1172, 'streets_per_node_avg': 2.583229036295369, 'streets_per_node_counts': {0: 0, 1: 426, 2: 3, 3: 986, 4: 178, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2665832290362954, 2: 0.0018773466833541927, 3: 0.6170212765957447, 4: 0.1113892365456821, 5: 0.0025031289111389237, 6: 0.0006257822277847309}, 'edge_length_total': 407321.17200000165, 'edge_length_avg': 105.06091617229859, 'street_length_total': 205192.0699999999, 'street_length_avg': 103.47557740796768, 'street_segments_count': 1983, 'node_density_km': 53.21185321501392, 'intersection_density_km': 39.02646556195013, 'edge_density_km': 13563.40076084576, 'street_density_km': 6832.697315222062, 'circuity_avg': 1.051524131298054, 'self_loop_proportion': 0.0015475883415011606, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051524131298054\n", - "846\n", - "24018091.05038027\n", - "error with entry 846\n", - "847\n", - "20012450.414409716\n", - "{'n': 8715, 'm': 19036, 'k_avg': 4.368559954102123, 'intersection_count': 5004, 'streets_per_node_avg': 2.2185886402753874, 'streets_per_node_counts': {0: 0, 1: 3711, 2: 2, 3: 4398, 4: 595, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4258175559380379, 2: 0.00022948938611589215, 3: 0.5046471600688468, 4: 0.06827309236947791, 5: 0.0009179575444635686, 6: 0.00011474469305794607}, 'edge_length_total': 614918.6499999982, 'edge_length_avg': 32.30293391468786, 'street_length_total': 309662.09199999884, 'street_length_avg': 32.280005420619084, 'street_segments_count': 9593, 'node_density_km': 435.4789053580801, 'intersection_density_km': 250.04434221593033, 'edge_density_km': 30726.80442756943, 'street_density_km': 15473.472043035294, 'circuity_avg': 1.0596899520621095, 'self_loop_proportion': 0.0024164740491699937, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0596899520621095\n", - "848\n", - "14005364.132282257\n", - "{'n': 642, 'm': 1599, 'k_avg': 4.981308411214953, 'intersection_count': 498, 'streets_per_node_avg': 2.6651090342679127, 'streets_per_node_counts': {0: 0, 1: 144, 2: 2, 3: 424, 4: 69, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22429906542056074, 2: 0.003115264797507788, 3: 0.660436137071651, 4: 0.10747663551401869, 5: 0.004672897196261682}, 'edge_length_total': 168767.78000000003, 'edge_length_avg': 105.54582864290182, 'street_length_total': 85640.2139999999, 'street_length_avg': 104.56680586080574, 'street_segments_count': 819, 'node_density_km': 45.83957931662733, 'intersection_density_km': 35.55780451663615, 'edge_density_km': 12050.224357322606, 'street_density_km': 6114.8152372989625, 'circuity_avg': 1.068581582562532, 'self_loop_proportion': 0.0012507817385866166, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068581582562532\n", - "849\n", - "15009236.126408795\n", - "{'n': 685, 'm': 1744, 'k_avg': 5.091970802919708, 'intersection_count': 506, 'streets_per_node_avg': 2.6043795620437957, 'streets_per_node_counts': {0: 0, 1: 179, 2: 0, 3: 421, 4: 83, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2613138686131387, 2: 0.0, 3: 0.6145985401459854, 4: 0.12116788321167883, 5: 0.00291970802919708}, 'edge_length_total': 199681.0259999999, 'edge_length_avg': 114.49600114678893, 'street_length_total': 99969.70699999986, 'street_length_avg': 114.51283734249698, 'street_segments_count': 873, 'node_density_km': 45.638565096243674, 'intersection_density_km': 33.71257509299168, 'edge_density_km': 13303.876647570396, 'street_density_km': 6660.545957039271, 'circuity_avg': 1.0794312569718048, 'self_loop_proportion': 0.0017201834862385322, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0794312569718048\n", - "850\n", - "7003422.580045751\n", - "{'n': 339, 'm': 828, 'k_avg': 4.884955752212389, 'intersection_count': 248, 'streets_per_node_avg': 2.5870206489675516, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 207, 4: 40, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26843657817109146, 2: 0.0, 3: 0.6106194690265486, 4: 0.11799410029498525, 5: 0.0029498525073746312}, 'edge_length_total': 79343.47100000002, 'edge_length_avg': 95.82544806763288, 'street_length_total': 40194.104000000014, 'street_length_avg': 93.69255011655015, 'street_segments_count': 429, 'node_density_km': 48.40490433432983, 'intersection_density_km': 35.4112574481233, 'edge_density_km': 11329.242251648006, 'street_density_km': 5739.208728389689, 'circuity_avg': 1.056466738515706, 'self_loop_proportion': 0.007246376811594203, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056466738515706\n", - "851\n", - "16006302.203198459\n", - "{'n': 949, 'm': 2570, 'k_avg': 5.4162276080084295, 'intersection_count': 795, 'streets_per_node_avg': 2.80927291886196, 'streets_per_node_counts': {0: 0, 1: 154, 2: 0, 3: 672, 4: 120, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16227608008429925, 2: 0.0, 3: 0.708113804004215, 4: 0.12644889357218125, 5: 0.002107481559536354, 6: 0.001053740779768177}, 'edge_length_total': 287805.54399999994, 'edge_length_avg': 111.98659299610893, 'street_length_total': 144225.08899999995, 'street_length_avg': 111.11331972265019, 'street_segments_count': 1298, 'node_density_km': 59.28914673436355, 'intersection_density_km': 49.6679364107682, 'edge_density_km': 17980.76409818685, 'street_density_km': 9010.51892992375, 'circuity_avg': 1.0791821772269843, 'self_loop_proportion': 0.0023346303501945525, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0791821772269843\n", - "852\n", - "27011949.93481756\n", - "{'n': 1033, 'm': 2696, 'k_avg': 5.219748305905131, 'intersection_count': 824, 'streets_per_node_avg': 2.6582768635043563, 'streets_per_node_counts': {0: 0, 1: 209, 2: 0, 3: 760, 4: 63, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20232333010648595, 2: 0.0, 3: 0.7357212003872217, 4: 0.06098741529525654, 5: 0.000968054211035818}, 'edge_length_total': 363578.89499999915, 'edge_length_avg': 134.8586405786347, 'street_length_total': 181932.16200000033, 'street_length_avg': 134.8644640474428, 'street_segments_count': 1349, 'node_density_km': 38.24233357801745, 'intersection_density_km': 30.505017297469877, 'edge_density_km': 13459.927768167425, 'street_density_km': 6735.247267932163, 'circuity_avg': 1.0946442338704419, 'self_loop_proportion': 0.00370919881305638, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0946442338704419\n", - "853\n", - "42046685.942926\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2625, 'm': 6431, 'k_avg': 4.899809523809524, 'intersection_count': 1880, 'streets_per_node_avg': 2.5474285714285716, 'streets_per_node_counts': {0: 0, 1: 745, 2: 5, 3: 1572, 4: 299, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2838095238095238, 2: 0.0019047619047619048, 3: 0.5988571428571429, 4: 0.11390476190476191, 5: 0.0015238095238095239}, 'edge_length_total': 616026.9980000029, 'edge_length_avg': 95.79023448919342, 'street_length_total': 312229.17999999906, 'street_length_avg': 94.8448298906437, 'street_segments_count': 3292, 'node_density_km': 62.43060400915222, 'intersection_density_km': 44.71220401417378, 'edge_density_km': 14651.023836603805, 'street_density_km': 7425.773827307525, 'circuity_avg': 1.0434606735015994, 'self_loop_proportion': 0.0015549681231534754, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0434606735015994\n", - "854\n", - "11004652.544323806\n", - "{'n': 458, 'm': 1216, 'k_avg': 5.310043668122271, 'intersection_count': 365, 'streets_per_node_avg': 2.7314410480349345, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 306, 4: 56, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20305676855895197, 2: 0.0, 3: 0.6681222707423581, 4: 0.1222707423580786, 5: 0.004366812227074236, 6: 0.002183406113537118}, 'edge_length_total': 170404.77400000033, 'edge_length_avg': 140.1355049342108, 'street_length_total': 85202.38700000005, 'street_length_avg': 140.13550493421062, 'street_segments_count': 608, 'node_density_km': 41.61876062468107, 'intersection_density_km': 33.16778958080479, 'edge_density_km': 15484.793664648232, 'street_density_km': 7742.396832324106, 'circuity_avg': 1.0562257973722746, 'self_loop_proportion': 0.003289473684210526, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0562257973722746\n", - "855\n", - "11010898.18202931\n", - "{'n': 317, 'm': 710, 'k_avg': 4.479495268138801, 'intersection_count': 223, 'streets_per_node_avg': 2.504731861198738, 'streets_per_node_counts': {0: 0, 1: 94, 2: 1, 3: 191, 4: 30, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29652996845425866, 2: 0.0031545741324921135, 3: 0.6025236593059937, 4: 0.0946372239747634, 5: 0.0031545741324921135}, 'edge_length_total': 103535.65799999985, 'edge_length_avg': 145.824870422535, 'street_length_total': 55364.45900000006, 'street_length_avg': 147.6385573333335, 'street_segments_count': 375, 'node_density_km': 28.7896586417782, 'intersection_density_km': 20.252662072922835, 'edge_density_km': 9403.016564895546, 'street_density_km': 5028.151026803554, 'circuity_avg': 1.0535675939914069, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535675939914069\n", - "856\n", - "11013922.508640653\n", - "{'n': 653, 'm': 1778, 'k_avg': 5.445635528330781, 'intersection_count': 536, 'streets_per_node_avg': 2.8131699846860645, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 426, 4: 108, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17917304747320062, 2: 0.0, 3: 0.6523736600306279, 4: 0.16539050535987748, 5: 0.0030627871362940277}, 'edge_length_total': 150375.95700000008, 'edge_length_avg': 84.57590382452199, 'street_length_total': 75892.84899999997, 'street_length_avg': 84.32538777777775, 'street_segments_count': 900, 'node_density_km': 59.288595819310316, 'intersection_density_km': 48.665677425957625, 'edge_density_km': 13653.260850712088, 'street_density_km': 6890.628560393488, 'circuity_avg': 1.061806876179421, 'self_loop_proportion': 0.0022497187851518562, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061806876179421\n", - "857\n", - "31032682.13592347\n", - "{'n': 1326, 'm': 3633, 'k_avg': 5.479638009049774, 'intersection_count': 1089, 'streets_per_node_avg': 2.7986425339366514, 'streets_per_node_counts': {0: 0, 1: 237, 2: 1, 3: 895, 4: 180, 5: 11, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17873303167420815, 2: 0.0007541478129713424, 3: 0.6749622926093515, 4: 0.13574660633484162, 5: 0.008295625942684766, 6: 0.0015082956259426848}, 'edge_length_total': 294321.386, 'edge_length_avg': 81.01331846958436, 'street_length_total': 149057.08200000005, 'street_length_avg': 81.31864811783963, 'street_segments_count': 1833, 'node_density_km': 42.72914581447089, 'intersection_density_km': 35.09203604220121, 'edge_density_km': 9484.239380626826, 'street_density_km': 4803.229103663308, 'circuity_avg': 1.0670934126089175, 'self_loop_proportion': 0.0013762730525736307, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0670934126089175\n", - "858\n", - "10007007.766033702\n", - "{'n': 776, 'm': 2084, 'k_avg': 5.371134020618556, 'intersection_count': 622, 'streets_per_node_avg': 2.797680412371134, 'streets_per_node_counts': {0: 0, 1: 154, 2: 3, 3: 465, 4: 154}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19845360824742267, 2: 0.003865979381443299, 3: 0.5992268041237113, 4: 0.19845360824742267}, 'edge_length_total': 172529.56400000013, 'edge_length_avg': 82.78769865643001, 'street_length_total': 87284.80500000007, 'street_length_avg': 82.34415566037742, 'street_segments_count': 1060, 'node_density_km': 77.54565781730868, 'intersection_density_km': 62.15644221954381, 'edge_density_km': 17240.87439859983, 'street_density_km': 8722.368068531596, 'circuity_avg': 1.0554651135106219, 'self_loop_proportion': 0.0028790786948176585, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0554651135106219\n", - "859\n", - "11015689.637633111\n", - "{'n': 709, 'm': 1907, 'k_avg': 5.379407616361072, 'intersection_count': 598, 'streets_per_node_avg': 2.8420310296191817, 'streets_per_node_counts': {0: 0, 1: 111, 2: 15, 3: 462, 4: 118, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15655853314527504, 2: 0.021156558533145273, 3: 0.6516220028208745, 4: 0.16643159379407615, 5: 0.0028208744710860366, 6: 0.0014104372355430183}, 'edge_length_total': 192163.28099999973, 'edge_length_avg': 100.76732092291543, 'street_length_total': 98633.08300000003, 'street_length_avg': 99.93220162107399, 'street_segments_count': 987, 'node_density_km': 64.36274289880406, 'intersection_density_km': 54.28620628136083, 'edge_density_km': 17444.50754526604, 'street_density_km': 8953.872725592953, 'circuity_avg': 1.0799380986493998, 'self_loop_proportion': 0.0068169900367068695, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0799380986493998\n", - "860\n", - "20014617.982464492\n", - "error with entry 860\n", - "861\n", - "9005195.568201026\n", - "{'n': 509, 'm': 1280, 'k_avg': 5.029469548133595, 'intersection_count': 385, 'streets_per_node_avg': 2.612966601178782, 'streets_per_node_counts': {0: 0, 1: 124, 2: 1, 3: 333, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24361493123772102, 2: 0.0019646365422396855, 3: 0.6542239685658153, 4: 0.09823182711198428, 5: 0.0019646365422396855}, 'edge_length_total': 114977.05399999996, 'edge_length_avg': 89.82582343749996, 'street_length_total': 57597.32100000004, 'street_length_avg': 89.57592690513225, 'street_segments_count': 643, 'node_density_km': 56.52292569829033, 'intersection_density_km': 42.75309704094652, 'edge_density_km': 12767.85752504973, 'street_density_km': 6396.010010419606, 'circuity_avg': 1.0843676596605023, 'self_loop_proportion': 0.003125, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0843676596605023\n", - "862\n", - "33047786.785407152\n", - "{'n': 2078, 'm': 5768, 'k_avg': 5.5514918190567855, 'intersection_count': 1738, 'streets_per_node_avg': 2.8575553416746873, 'streets_per_node_counts': {0: 0, 1: 340, 2: 0, 3: 1361, 4: 370, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16361886429258904, 2: 0.0, 3: 0.6549566891241578, 4: 0.17805582290664101, 5: 0.003368623676612127}, 'edge_length_total': 598847.6920000012, 'edge_length_avg': 103.82241539528454, 'street_length_total': 300763.24100000004, 'street_length_avg': 102.82503965811968, 'street_segments_count': 2925, 'node_density_km': 62.87864338672078, 'intersection_density_km': 52.59051116752681, 'edge_density_km': 18120.65951310341, 'street_density_km': 9100.858794356767, 'circuity_avg': 1.0783537155275962, 'self_loop_proportion': 0.0034674063800277394, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0783537155275962\n", - "863\n", - "90087931.05680177\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3318, 'm': 8524, 'k_avg': 5.138034960819771, 'intersection_count': 2653, 'streets_per_node_avg': 2.7459312839059673, 'streets_per_node_counts': {0: 0, 1: 665, 2: 1, 3: 2169, 4: 478, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20042194092827004, 2: 0.0003013863773357444, 3: 0.6537070524412296, 4: 0.14406268836648584, 5: 0.0015069318866787222}, 'edge_length_total': 985827.9439999999, 'edge_length_avg': 115.6532078836227, 'street_length_total': 523351.13400000124, 'street_length_avg': 115.657709171271, 'street_segments_count': 4525, 'node_density_km': 36.83068265723576, 'intersection_density_km': 29.449005753359398, 'edge_density_km': 10942.952429204095, 'street_density_km': 5809.336809722277, 'circuity_avg': 1.0880950441377768, 'self_loop_proportion': 0.002346316283435007, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0880950441377768\n", - "864\n", - "38051060.43468942\n", - "{'n': 4925, 'm': 13052, 'k_avg': 5.300304568527919, 'intersection_count': 4129, 'streets_per_node_avg': 2.8511675126903553, 'streets_per_node_counts': {0: 0, 1: 796, 2: 15, 3: 3276, 4: 807, 5: 26, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1616243654822335, 2: 0.003045685279187817, 3: 0.6651776649746193, 4: 0.16385786802030458, 5: 0.005279187817258883, 6: 0.0010152284263959391}, 'edge_length_total': 806688.8140000064, 'edge_length_avg': 61.80576264174122, 'street_length_total': 417392.2339999991, 'street_length_avg': 60.07372394933781, 'street_segments_count': 6948, 'node_density_km': 129.43134682023478, 'intersection_density_km': 108.51208751690343, 'edge_density_km': 21200.16642859669, 'street_density_km': 10969.266801812484, 'circuity_avg': 1.06891720921548, 'self_loop_proportion': 0.003371130861170702, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06891720921548\n", - "865\n", - "17013380.66109809\n", - "{'n': 451, 'm': 1143, 'k_avg': 5.068736141906873, 'intersection_count': 351, 'streets_per_node_avg': 2.6430155210643016, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 312, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22172949002217296, 2: 0.0, 3: 0.6917960088691796, 4: 0.08647450110864745}, 'edge_length_total': 177268.3559999997, 'edge_length_avg': 155.09042519685013, 'street_length_total': 88793.89499999997, 'street_length_avg': 155.23408216783213, 'street_segments_count': 572, 'node_density_km': 26.50854694806383, 'intersection_density_km': 20.63082035204081, 'edge_density_km': 10419.349306944756, 'street_density_km': 5219.062382059756, 'circuity_avg': 1.0368638534767627, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0368638534767627\n", - "866\n", - "19007538.733084515\n", - "{'n': 2247, 'm': 5386, 'k_avg': 4.793947485536271, 'intersection_count': 1550, 'streets_per_node_avg': 2.5064530485091234, 'streets_per_node_counts': {0: 0, 1: 697, 2: 1, 3: 1267, 4: 278, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31019136626613264, 2: 0.0004450378282153983, 3: 0.5638629283489096, 4: 0.12372051624388072, 5: 0.0017801513128615932}, 'edge_length_total': 377622.65600000095, 'edge_length_avg': 70.11189305607147, 'street_length_total': 195517.68200000026, 'street_length_avg': 70.58400072202176, 'street_segments_count': 2770, 'node_density_km': 118.21625259081401, 'intersection_density_km': 81.54659168480717, 'edge_density_km': 19866.993896622243, 'street_density_km': 10286.322955621932, 'circuity_avg': 1.0541418635010453, 'self_loop_proportion': 0.0014853323431117712, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0541418635010453\n", - "867\n", - "19007977.73472926\n", - "{'n': 1819, 'm': 4483, 'k_avg': 4.929081913139087, 'intersection_count': 1343, 'streets_per_node_avg': 2.65695437053326, 'streets_per_node_counts': {0: 0, 1: 476, 2: 10, 3: 997, 4: 334, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2616822429906542, 2: 0.005497526113249038, 3: 0.5481033534909291, 4: 0.18361737218251786, 5: 0.0010995052226498076}, 'edge_length_total': 298366.0309999992, 'edge_length_avg': 66.55499241579282, 'street_length_total': 156434.67099999994, 'street_length_avg': 65.61857005033555, 'street_segments_count': 2384, 'node_density_km': 95.69666091709092, 'intersection_density_km': 70.6545440415905, 'edge_density_km': 15696.884495758748, 'street_density_km': 8229.948139837094, 'circuity_avg': 1.055239243001425, 'self_loop_proportion': 0.0026767789426723177, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055239243001425\n", - "868\n", - "17013266.158763297\n", - "{'n': 1801, 'm': 4711, 'k_avg': 5.231538034425319, 'intersection_count': 1425, 'streets_per_node_avg': 2.707384786229872, 'streets_per_node_counts': {0: 0, 1: 376, 2: 2, 3: 1204, 4: 212, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2087729039422543, 2: 0.001110494169905608, 3: 0.668517490283176, 4: 0.11771238200999445, 5: 0.003331482509716824, 6: 0.000555247084952804}, 'edge_length_total': 383889.7680000006, 'edge_length_avg': 81.48795754616867, 'street_length_total': 193949.66499999995, 'street_length_avg': 80.5773431657665, 'street_segments_count': 2407, 'node_density_km': 105.85856843674487, 'intersection_density_km': 83.75816769703577, 'edge_density_km': 22564.14285285629, 'street_density_km': 11399.907765511512, 'circuity_avg': 1.0658637491418181, 'self_loop_proportion': 0.0063680747187433665, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0658637491418181\n", - "869\n", - "24016286.272401422\n", - "{'n': 1420, 'm': 3843, 'k_avg': 5.412676056338028, 'intersection_count': 1180, 'streets_per_node_avg': 2.807042253521127, 'streets_per_node_counts': {0: 0, 1: 240, 2: 0, 3: 979, 4: 196, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16901408450704225, 2: 0.0, 3: 0.6894366197183098, 4: 0.13802816901408452, 5: 0.0035211267605633804}, 'edge_length_total': 416126.1619999988, 'edge_length_avg': 108.28159302628123, 'street_length_total': 210101.98199999979, 'street_length_avg': 107.74460615384605, 'street_segments_count': 1950, 'node_density_km': 59.126543708458726, 'intersection_density_km': 49.13332505350795, 'edge_density_km': 17326.832187131058, 'street_density_km': 8748.31269151887, 'circuity_avg': 1.0645071229048317, 'self_loop_proportion': 0.0020817069997397866, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0645071229048317\n", - "870\n", - "11010882.761234183\n", - "{'n': 758, 'm': 1870, 'k_avg': 4.934036939313984, 'intersection_count': 557, 'streets_per_node_avg': 2.555408970976253, 'streets_per_node_counts': {0: 0, 1: 201, 2: 0, 3: 492, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26517150395778366, 2: 0.0, 3: 0.6490765171503958, 4: 0.08575197889182058}, 'edge_length_total': 184103.35200000068, 'edge_length_avg': 98.45099037433192, 'street_length_total': 92051.6760000002, 'street_length_avg': 98.45099037433177, 'street_segments_count': 935, 'node_density_km': 68.84098363744975, 'intersection_density_km': 50.58631647237403, 'edge_density_km': 16720.126441466622, 'street_density_km': 8360.063220733298, 'circuity_avg': 1.0655051491288074, 'self_loop_proportion': 0.0010695187165775401, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0655051491288074\n", - "871\n", - "6002834.921197842\n", - "{'n': 165, 'm': 436, 'k_avg': 5.284848484848485, 'intersection_count': 138, 'streets_per_node_avg': 2.812121212121212, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 116, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16363636363636364, 2: 0.0, 3: 0.703030303030303, 4: 0.12727272727272726, 5: 0.006060606060606061}, 'edge_length_total': 70679.12599999993, 'edge_length_avg': 162.10808715596315, 'street_length_total': 35339.56299999998, 'street_length_avg': 162.1080871559632, 'street_segments_count': 218, 'node_density_km': 27.487012747482805, 'intersection_density_km': 22.989137934258345, 'edge_density_km': 11774.291135411766, 'street_density_km': 5887.145567705886, 'circuity_avg': 1.0447477483761953, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0447477483761953\n", - "872\n", - "12017490.72636967\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 552, 'm': 1436, 'k_avg': 5.202898550724638, 'intersection_count': 443, 'streets_per_node_avg': 2.6902173913043477, 'streets_per_node_counts': {0: 0, 1: 109, 2: 0, 3: 398, 4: 43, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19746376811594202, 2: 0.0, 3: 0.7210144927536232, 4: 0.07789855072463768, 5: 0.0036231884057971015}, 'edge_length_total': 166838.46500000017, 'edge_length_avg': 116.182775069638, 'street_length_total': 83710.63000000003, 'street_length_avg': 115.3038980716254, 'street_segments_count': 726, 'node_density_km': 45.933049799552634, 'intersection_density_km': 36.86293670507576, 'edge_density_km': 13882.970147329579, 'street_density_km': 6965.732856054215, 'circuity_avg': 1.052737365249087, 'self_loop_proportion': 0.004178272980501393, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052737365249087\n", - "873\n", - "8004932.405941462\n", - "{'n': 161, 'm': 361, 'k_avg': 4.484472049689441, 'intersection_count': 118, 'streets_per_node_avg': 2.5217391304347827, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 109, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2670807453416149, 2: 0.0, 3: 0.6770186335403726, 4: 0.055900621118012424}, 'edge_length_total': 62732.93000000002, 'edge_length_avg': 173.77542936288094, 'street_length_total': 31819.56, 'street_length_avg': 164.8681865284974, 'street_segments_count': 193, 'node_density_km': 20.112599561802888, 'intersection_density_km': 14.740911480079136, 'edge_density_km': 7836.784474711874, 'street_density_km': 3974.9942143649737, 'circuity_avg': 1.1109943836232932, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1109943836232932\n", - "874\n", - "7009445.838400713\n", - "{'n': 159, 'm': 410, 'k_avg': 5.1572327044025155, 'intersection_count': 140, 'streets_per_node_avg': 2.893081761006289, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 121, 4: 17, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11949685534591195, 2: 0.0, 3: 0.7610062893081762, 4: 0.1069182389937107, 5: 0.012578616352201259}, 'edge_length_total': 73078.82300000002, 'edge_length_avg': 178.24103170731712, 'street_length_total': 37591.38000000003, 'street_length_avg': 178.15819905213283, 'street_segments_count': 211, 'node_density_km': 22.68367623713285, 'intersection_density_km': 19.973048259110687, 'edge_density_km': 10425.763274985773, 'street_density_km': 5362.960334761206, 'circuity_avg': 1.038728142807186, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038728142807186\n", - "875\n", - "19011917.340062357\n", - "{'n': 1747, 'm': 4700, 'k_avg': 5.3806525472238125, 'intersection_count': 1416, 'streets_per_node_avg': 2.8454493417286777, 'streets_per_node_counts': {0: 0, 1: 331, 2: 5, 3: 1027, 4: 372, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18946765884373212, 2: 0.0028620492272467086, 3: 0.587864911276474, 4: 0.21293646250715512, 5: 0.006296508299942759, 6: 0.0005724098454493417}, 'edge_length_total': 337232.9520000002, 'edge_length_avg': 71.75169191489367, 'street_length_total': 171672.63100000002, 'street_length_avg': 70.35763565573771, 'street_segments_count': 2440, 'node_density_km': 91.88973256888093, 'intersection_density_km': 74.47960006727841, 'edge_density_km': 17737.976973494147, 'street_density_km': 9029.737923289169, 'circuity_avg': 1.0576745483516796, 'self_loop_proportion': 0.0014893617021276596, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0576745483516796\n", - "876\n", - "45025094.19437235\n", - "{'n': 10190, 'm': 23648, 'k_avg': 4.641413150147203, 'intersection_count': 6473, 'streets_per_node_avg': 2.392443572129539, 'streets_per_node_counts': {0: 0, 1: 3717, 2: 13, 3: 5218, 4: 1229, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3647693817468106, 2: 0.0012757605495583907, 3: 0.5120706575073601, 4: 0.12060843964671246, 5: 0.0011776251226692837, 6: 9.813542688910697e-05}, 'edge_length_total': 1072906.0209999995, 'edge_length_avg': 45.36984188937752, 'street_length_total': 549725.4580000006, 'street_length_avg': 45.5560999419906, 'street_segments_count': 12067, 'node_density_km': 226.3182383585916, 'intersection_density_km': 143.7642744745008, 'edge_density_km': 23829.067772035913, 'street_density_km': 12209.312780709524, 'circuity_avg': 1.051891533799633, 'self_loop_proportion': 0.003086941813261164, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051891533799633\n", - "877\n", - "10014823.503264299\n", - "{'n': 358, 'm': 963, 'k_avg': 5.379888268156424, 'intersection_count': 306, 'streets_per_node_avg': 2.8324022346368714, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 263, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1452513966480447, 2: 0.0, 3: 0.7346368715083799, 4: 0.11731843575418995, 5: 0.002793296089385475}, 'edge_length_total': 130183.46599999993, 'edge_length_avg': 135.18532294911728, 'street_length_total': 65223.85299999996, 'street_length_avg': 134.76002685950405, 'street_segments_count': 484, 'node_density_km': 35.747010407453615, 'intersection_density_km': 30.55470721977879, 'edge_density_km': 12999.077413353021, 'street_density_km': 6512.731150852579, 'circuity_avg': 1.0489694741026527, 'self_loop_proportion': 0.0020768431983385254, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0489694741026527\n", - "878\n", - "60023867.21745276\n", - "{'n': 8441, 'm': 21404, 'k_avg': 5.071437033526833, 'intersection_count': 6349, 'streets_per_node_avg': 2.669115033763772, 'streets_per_node_counts': {0: 0, 1: 2092, 2: 18, 3: 4946, 4: 1365, 5: 16, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24783793389408837, 2: 0.0021324487619950243, 3: 0.5859495320459661, 4: 0.1617106977846227, 5: 0.0018955100106622439, 6: 0.00047387750266556097}, 'edge_length_total': 1380067.3240000033, 'edge_length_avg': 64.47707549990672, 'street_length_total': 708933.3720000024, 'street_length_avg': 63.47899104584549, 'street_segments_count': 11168, 'node_density_km': 140.62739359028944, 'intersection_density_km': 105.77459091396135, 'edge_density_km': 22991.976158422694, 'street_density_km': 11810.857994732309, 'circuity_avg': 1.061172749458634, 'self_loop_proportion': 0.002008970285927864, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061172749458634\n", - "879\n", - "13011098.28071713\n", - "{'n': 322, 'm': 808, 'k_avg': 5.0186335403726705, 'intersection_count': 252, 'streets_per_node_avg': 2.639751552795031, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 228, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21739130434782608, 2: 0.0, 3: 0.7080745341614907, 4: 0.07453416149068323}, 'edge_length_total': 142420.91199999998, 'edge_length_avg': 176.26350495049502, 'street_length_total': 71210.456, 'street_length_avg': 176.26350495049508, 'street_segments_count': 404, 'node_density_km': 24.7481029696943, 'intersection_density_km': 19.36808058497815, 'edge_density_km': 10946.10992302413, 'street_density_km': 5473.054961512066, 'circuity_avg': 1.0642932314339464, 'self_loop_proportion': 0.0024752475247524753, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0642932314339464\n", - "880\n", - "11005470.225455184\n", - "{'n': 1259, 'm': 2826, 'k_avg': 4.489277204130262, 'intersection_count': 812, 'streets_per_node_avg': 2.397934868943606, 'streets_per_node_counts': {0: 0, 1: 447, 2: 2, 3: 673, 4: 136, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3550436854646545, 2: 0.0015885623510722795, 3: 0.534551231135822, 4: 0.10802223987291501, 5: 0.0007942811755361397}, 'edge_length_total': 179570.1879999997, 'edge_length_avg': 63.54217551309261, 'street_length_total': 89884.07800000002, 'street_length_avg': 63.56724045261671, 'street_segments_count': 1414, 'node_density_km': 114.39765627532994, 'intersection_density_km': 73.78149078281804, 'edge_density_km': 16316.448486195664, 'street_density_km': 8167.21831586096, 'circuity_avg': 1.0225324928942587, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0225324928942587\n", - "881\n", - "24011407.31611345\n", - "{'n': 2396, 'm': 6095, 'k_avg': 5.087646076794658, 'intersection_count': 1824, 'streets_per_node_avg': 2.703255425709516, 'streets_per_node_counts': {0: 0, 1: 572, 2: 1, 3: 1391, 4: 430, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2387312186978297, 2: 0.00041736227045075126, 3: 0.580550918196995, 4: 0.17946577629382304, 5: 0.0008347245409015025}, 'edge_length_total': 460068.9129999989, 'edge_length_avg': 75.48300459392927, 'street_length_total': 235480.81800000035, 'street_length_avg': 74.07386536646756, 'street_segments_count': 3179, 'node_density_km': 99.78590461010192, 'intersection_density_km': 75.9638939936669, 'edge_density_km': 19160.430996114846, 'street_density_km': 9807.0394167182, 'circuity_avg': 1.079316499964791, 'self_loop_proportion': 0.004101722723543888, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.079316499964791\n", - "882\n", - "7001623.687796349\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 381, 'm': 913, 'k_avg': 4.792650918635171, 'intersection_count': 277, 'streets_per_node_avg': 2.5013123359580054, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 261, 4: 15, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27296587926509186, 2: 0.0, 3: 0.6850393700787402, 4: 0.03937007874015748, 5: 0.0, 6: 0.0026246719160104987}, 'edge_length_total': 91993.8190000002, 'edge_length_avg': 100.75993318729486, 'street_length_total': 46079.99000000005, 'street_length_avg': 100.83148796498917, 'street_segments_count': 457, 'node_density_km': 54.41594935530072, 'intersection_density_km': 39.56225189348635, 'edge_density_km': 13138.926497912631, 'street_density_km': 6581.329139456079, 'circuity_avg': 1.0765080491962036, 'self_loop_proportion': 0.002190580503833516, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0765080491962036\n", - "883\n", - "26010599.746998902\n", - "{'n': 1913, 'm': 5161, 'k_avg': 5.395713538944067, 'intersection_count': 1572, 'streets_per_node_avg': 2.8003136434918976, 'streets_per_node_counts': {0: 0, 1: 341, 2: 1, 3: 1276, 4: 289, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17825405122843702, 2: 0.0005227391531625719, 3: 0.6670151594354418, 4: 0.15107161526398327, 5: 0.0031364349189754314}, 'edge_length_total': 501598.1019999995, 'edge_length_avg': 97.19009920558021, 'street_length_total': 253921.69700000013, 'street_length_avg': 96.47480889057756, 'street_segments_count': 2632, 'node_density_km': 73.54693927119929, 'intersection_density_km': 60.43689939065619, 'edge_density_km': 19284.372789515313, 'street_density_km': 9762.239220543062, 'circuity_avg': 1.0648198415985983, 'self_loop_proportion': 0.0007750435962022863, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0648198415985983\n", - "884\n", - "34024519.07029333\n", - "{'n': 3004, 'm': 7542, 'k_avg': 5.021304926764314, 'intersection_count': 2294, 'streets_per_node_avg': 2.6644474034620504, 'streets_per_node_counts': {0: 0, 1: 710, 2: 10, 3: 1875, 4: 397, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23635153129161118, 2: 0.003328894806924101, 3: 0.624167776298269, 4: 0.1321571238348868, 5: 0.0036617842876165113, 6: 0.00033288948069241014}, 'edge_length_total': 562111.725999999, 'edge_length_avg': 74.53085733227248, 'street_length_total': 291363.47999999864, 'street_length_avg': 73.57663636363603, 'street_segments_count': 3960, 'node_density_km': 88.28927144550826, 'intersection_density_km': 67.42196694274166, 'edge_density_km': 16520.783874672794, 'street_density_km': 8563.338673444672, 'circuity_avg': 1.0768997363568058, 'self_loop_proportion': 0.0027844073190135244, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0768997363568058\n", - "885\n", - "10006859.058194868\n", - "{'n': 327, 'm': 880, 'k_avg': 5.382262996941896, 'intersection_count': 273, 'streets_per_node_avg': 2.779816513761468, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 237, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1651376146788991, 2: 0.0, 3: 0.7247706422018348, 4: 0.11009174311926606}, 'edge_length_total': 127518.89399999988, 'edge_length_avg': 144.90783409090895, 'street_length_total': 63759.44699999999, 'street_length_avg': 144.90783409090906, 'street_segments_count': 440, 'node_density_km': 32.67758625342199, 'intersection_density_km': 27.281287606067906, 'edge_density_km': 12743.148800079427, 'street_density_km': 6371.574400039719, 'circuity_avg': 1.0771992844055909, 'self_loop_proportion': 0.004545454545454545, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0771992844055909\n", - "886\n", - "10003557.598334871\n", - "{'n': 409, 'm': 1090, 'k_avg': 5.330073349633252, 'intersection_count': 344, 'streets_per_node_avg': 2.76039119804401, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 312, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15892420537897312, 2: 0.0, 3: 0.7628361858190709, 4: 0.07823960880195599}, 'edge_length_total': 132749.27999999982, 'edge_length_avg': 121.7883302752292, 'street_length_total': 66374.64, 'street_length_avg': 121.78833027522936, 'street_segments_count': 545, 'node_density_km': 40.88545459748036, 'intersection_density_km': 34.38776621401771, 'edge_density_km': 13270.206993369682, 'street_density_km': 6635.10349668485, 'circuity_avg': 1.0568202039099976, 'self_loop_proportion': 0.001834862385321101, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0568202039099976\n", - "887\n", - "11009203.673154877\n", - "{'n': 1282, 'm': 3296, 'k_avg': 5.1419656786271455, 'intersection_count': 952, 'streets_per_node_avg': 2.6349453978159127, 'streets_per_node_counts': {0: 0, 1: 330, 2: 0, 3: 761, 4: 190, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2574102964118565, 2: 0.0, 3: 0.593603744149766, 4: 0.1482059282371295, 5: 0.00078003120124805}, 'edge_length_total': 194786.4560000002, 'edge_length_avg': 59.09783252427191, 'street_length_total': 97712.02800000017, 'street_length_avg': 58.86266746987962, 'street_segments_count': 1660, 'node_density_km': 116.44802276899114, 'intersection_density_km': 86.47310271145052, 'edge_density_km': 17693.055899671697, 'street_density_km': 8875.48553927326, 'circuity_avg': 1.0580035947960444, 'self_loop_proportion': 0.0012135922330097086, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0580035947960444\n", - "888\n", - "7002529.424572829\n", - "{'n': 646, 'm': 1479, 'k_avg': 4.578947368421052, 'intersection_count': 420, 'streets_per_node_avg': 2.4040247678018574, 'streets_per_node_counts': {0: 0, 1: 226, 2: 0, 3: 355, 4: 64, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3498452012383901, 2: 0.0, 3: 0.5495356037151703, 4: 0.09907120743034056, 5: 0.0, 6: 0.0015479876160990713}, 'edge_length_total': 120687.1480000003, 'edge_length_avg': 81.60050574712665, 'street_length_total': 61046.38000000003, 'street_length_avg': 80.64250990752976, 'street_segments_count': 757, 'node_density_km': 92.25237922358427, 'intersection_density_km': 59.97832704938916, 'edge_density_km': 17234.793412862025, 'street_density_km': 8717.761297193549, 'circuity_avg': 1.0557772035364126, 'self_loop_proportion': 0.0033806626098715348, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557772035364126\n", - "889\n", - "108056481.96084623\n", - "{'n': 30494, 'm': 79031, 'k_avg': 5.183380337115498, 'intersection_count': 23384, 'streets_per_node_avg': 2.730078048140618, 'streets_per_node_counts': {0: 0, 1: 7110, 2: 35, 3: 17483, 4: 5722, 5: 132, 6: 11, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23316062176165803, 2: 0.0011477667737915655, 3: 0.5733259001770841, 4: 0.18764347084672395, 5: 0.004328720404013904, 6: 0.000360726700334492, 7: 0.0, 8: 3.279333639404473e-05}, 'edge_length_total': 3702964.4959999598, 'edge_length_avg': 46.854582328452885, 'street_length_total': 1939095.6549999902, 'street_length_avg': 46.85277152245851, 'street_segments_count': 41387, 'node_density_km': 282.20426434991066, 'intersection_density_km': 216.40534261029418, 'edge_density_km': 34268.786368056215, 'street_density_km': 17945.204395073797, 'circuity_avg': 1.0550716901543258, 'self_loop_proportion': 0.0021510546494413587, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0550716901543258\n", - "890\n", - "8011775.903896578\n", - "{'n': 278, 'm': 702, 'k_avg': 5.0503597122302155, 'intersection_count': 213, 'streets_per_node_avg': 2.647482014388489, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 181, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23381294964028776, 2: 0.0, 3: 0.6510791366906474, 4: 0.11510791366906475}, 'edge_length_total': 84640.59, 'edge_length_avg': 120.57064102564102, 'street_length_total': 42320.29499999998, 'street_length_avg': 120.57064102564095, 'street_segments_count': 351, 'node_density_km': 34.69892360129456, 'intersection_density_km': 26.585865924732882, 'edge_density_km': 10564.522899203224, 'street_density_km': 5282.2614496016095, 'circuity_avg': 1.0850262662512276, 'self_loop_proportion': 0.005698005698005698, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0850262662512276\n", - "891\n", - "29011564.342254806\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2527, 'm': 6797, 'k_avg': 5.379501385041551, 'intersection_count': 1983, 'streets_per_node_avg': 2.736446379105659, 'streets_per_node_counts': {0: 0, 1: 544, 2: 0, 3: 1567, 4: 410, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2152750296794618, 2: 0.0, 3: 0.6201028888009498, 4: 0.16224772457459438, 5: 0.002374356944994064}, 'edge_length_total': 586593.5790000018, 'edge_length_avg': 86.30183595704013, 'street_length_total': 294131.8349999998, 'street_length_avg': 86.15460896309308, 'street_segments_count': 3414, 'node_density_km': 87.10319685586451, 'intersection_density_km': 68.35205356754227, 'edge_density_km': 20219.30193352721, 'street_density_km': 10138.434161290717, 'circuity_avg': 1.0656152621673858, 'self_loop_proportion': 0.003089598352214212, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0656152621673858\n", - "892\n", - "99076244.27138138\n", - "error with entry 892\n", - "893\n", - "12005274.599123271\n", - "{'n': 583, 'm': 1248, 'k_avg': 4.281303602058319, 'intersection_count': 359, 'streets_per_node_avg': 2.2590051457975986, 'streets_per_node_counts': {0: 0, 1: 224, 2: 0, 3: 343, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38421955403087477, 2: 0.0, 3: 0.5883361921097771, 4: 0.0274442538593482}, 'edge_length_total': 147958.1699999998, 'edge_length_avg': 118.5562259615383, 'street_length_total': 74269.53600000005, 'street_length_avg': 118.64143130990423, 'street_segments_count': 626, 'node_density_km': 48.561987915093226, 'intersection_density_km': 29.903522575503377, 'edge_density_km': 12324.430297563122, 'street_density_km': 6186.408764479561, 'circuity_avg': 1.0549314805517624, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0549314805517624\n", - "894\n", - "16006512.548885409\n", - "{'n': 682, 'm': 1595, 'k_avg': 4.67741935483871, 'intersection_count': 484, 'streets_per_node_avg': 2.4868035190615836, 'streets_per_node_counts': {0: 0, 1: 198, 2: 1, 3: 438, 4: 44, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2903225806451613, 2: 0.001466275659824047, 3: 0.6422287390029325, 4: 0.06451612903225806, 5: 0.0, 6: 0.001466275659824047}, 'edge_length_total': 200775.0949999999, 'edge_length_avg': 125.87780250783693, 'street_length_total': 101977.08700000012, 'street_length_avg': 124.36230121951233, 'street_segments_count': 820, 'node_density_km': 42.60765722184063, 'intersection_density_km': 30.237692221951416, 'edge_density_km': 12543.337868683995, 'street_density_km': 6370.97473222555, 'circuity_avg': 1.0643228336319708, 'self_loop_proportion': 0.0012539184952978057, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0643228336319708\n", - "895\n", - "9007524.104447108\n", - "{'n': 356, 'm': 844, 'k_avg': 4.741573033707865, 'intersection_count': 252, 'streets_per_node_avg': 2.497191011235955, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 224, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29213483146067415, 2: 0.0, 3: 0.6292134831460674, 4: 0.07584269662921349, 5: 0.0028089887640449437}, 'edge_length_total': 111211.225, 'edge_length_avg': 131.76685426540286, 'street_length_total': 55772.82199999996, 'street_length_avg': 129.70423720930222, 'street_segments_count': 430, 'node_density_km': 39.522514274953664, 'intersection_density_km': 27.976611228337987, 'edge_density_km': 12346.480976397708, 'street_density_km': 6191.80380238609, 'circuity_avg': 1.084812524193278, 'self_loop_proportion': 0.002369668246445498, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084812524193278\n", - "896\n", - "11008009.526473783\n", - "{'n': 346, 'm': 966, 'k_avg': 5.583815028901734, 'intersection_count': 286, 'streets_per_node_avg': 2.815028901734104, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 231, 4: 54, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17341040462427745, 2: 0.0, 3: 0.6676300578034682, 4: 0.15606936416184972, 5: 0.002890173410404624}, 'edge_length_total': 120353.2739999998, 'edge_length_avg': 124.58931055900601, 'street_length_total': 60176.637000000075, 'street_length_avg': 124.58931055900636, 'street_segments_count': 483, 'node_density_km': 31.431658845124097, 'intersection_density_km': 25.981082166778876, 'edge_density_km': 10933.245807114849, 'street_density_km': 5466.622903557441, 'circuity_avg': 1.0576194475873841, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0576194475873841\n", - "897\n", - "26007920.353990566\n", - "{'n': 1414, 'm': 3318, 'k_avg': 4.693069306930693, 'intersection_count': 1038, 'streets_per_node_avg': 2.551626591230552, 'streets_per_node_counts': {0: 0, 1: 376, 2: 5, 3: 913, 4: 117, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26591230551626593, 2: 0.003536067892503536, 3: 0.6456859971711457, 4: 0.08274398868458274, 5: 0.0021216407355021216}, 'edge_length_total': 336054.2290000008, 'edge_length_avg': 101.28216666666691, 'street_length_total': 175692.9700000001, 'street_length_avg': 99.3176766534766, 'street_segments_count': 1769, 'node_density_km': 54.36805329892671, 'intersection_density_km': 39.91091889977788, 'edge_density_km': 12921.226473551462, 'street_density_km': 6755.364043286235, 'circuity_avg': 1.0500703353440868, 'self_loop_proportion': 0.0006027727546714888, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0500703353440868\n", - "898\n", - "17019844.555074237\n", - "{'n': 242, 'm': 644, 'k_avg': 5.322314049586777, 'intersection_count': 202, 'streets_per_node_avg': 2.8388429752066116, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 164, 4: 36, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1652892561983471, 2: 0.0, 3: 0.6776859504132231, 4: 0.1487603305785124, 5: 0.004132231404958678, 6: 0.004132231404958678}, 'edge_length_total': 93501.646, 'edge_length_avg': 145.1888913043478, 'street_length_total': 46750.82300000001, 'street_length_avg': 145.18889130434786, 'street_segments_count': 322, 'node_density_km': 14.218696252889746, 'intersection_density_km': 11.868498525139374, 'edge_density_km': 5493.683899252989, 'street_density_km': 2746.8419496264955, 'circuity_avg': 1.062659676505195, 'self_loop_proportion': 0.003105590062111801, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062659676505195\n", - "899\n", - "8009253.653540645\n", - "{'n': 562, 'm': 1478, 'k_avg': 5.259786476868327, 'intersection_count': 467, 'streets_per_node_avg': 2.8131672597864767, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 386, 4: 77, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16903914590747332, 2: 0.0, 3: 0.6868327402135231, 4: 0.13701067615658363, 5: 0.0071174377224199285}, 'edge_length_total': 150007.41700000016, 'edge_length_avg': 101.49351623815978, 'street_length_total': 75499.32399999994, 'street_length_avg': 99.8668306878306, 'street_segments_count': 756, 'node_density_km': 70.16883523866885, 'intersection_density_km': 58.30755526060205, 'edge_density_km': 18729.262861301253, 'street_density_km': 9426.511790723971, 'circuity_avg': 1.066897152029148, 'self_loop_proportion': 0.0013531799729364006, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066897152029148\n", - "900\n", - "10006698.090481902\n", - "{'n': 462, 'm': 1246, 'k_avg': 5.393939393939394, 'intersection_count': 382, 'streets_per_node_avg': 2.7857142857142856, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 323, 4: 57, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17316017316017315, 2: 0.0, 3: 0.6991341991341992, 4: 0.12337662337662338, 5: 0.004329004329004329}, 'edge_length_total': 160999.69900000028, 'edge_length_avg': 129.21324157303394, 'street_length_total': 80563.25799999996, 'street_length_avg': 129.10778525641018, 'street_segments_count': 624, 'node_density_km': 46.169075535459775, 'intersection_density_km': 38.17443042109445, 'edge_density_km': 16089.19321280801, 'street_density_km': 8050.9332120881645, 'circuity_avg': 1.0437606801585728, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0437606801585728\n", - "901\n", - "60054337.49972563\n", - "{'n': 4273, 'm': 10763, 'k_avg': 5.037678446056635, 'intersection_count': 3223, 'streets_per_node_avg': 2.6838286917856307, 'streets_per_node_counts': {0: 0, 1: 1050, 2: 9, 3: 2499, 4: 684, 5: 19, 6: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24572899602153053, 2: 0.0021062485373274046, 3: 0.5848350105312426, 4: 0.16007488883688276, 5: 0.00444652468991341, 6: 0.002808331383103206}, 'edge_length_total': 1020461.3099999941, 'edge_length_avg': 94.81197714391844, 'street_length_total': 530710.080000002, 'street_length_avg': 94.1142188331268, 'street_segments_count': 5639, 'node_density_km': 71.1522294292152, 'intersection_density_km': 53.668063526880545, 'edge_density_km': 16992.29984852728, 'street_density_km': 8837.164842629838, 'circuity_avg': 1.0440338944248877, 'self_loop_proportion': 0.0036235250394871317, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0440338944248877\n", - "902\n", - "9006773.348253746\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 465, 'm': 1100, 'k_avg': 4.731182795698925, 'intersection_count': 322, 'streets_per_node_avg': 2.4731182795698925, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 281, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30752688172043013, 2: 0.0, 3: 0.6043010752688172, 4: 0.08817204301075268}, 'edge_length_total': 105170.43799999988, 'edge_length_avg': 95.60948909090898, 'street_length_total': 52729.61600000006, 'street_length_avg': 94.49751971326175, 'street_segments_count': 558, 'node_density_km': 51.62781187229002, 'intersection_density_km': 35.75087187715567, 'edge_density_km': 11676.81631739857, 'street_density_km': 5854.4402041851545, 'circuity_avg': 1.0593994532860411, 'self_loop_proportion': 0.0018181818181818182, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0593994532860411\n", - "903\n", - "448215005.13852215\n", - "error with entry 903\n", - "904\n", - "28009434.09775799\n", - "{'n': 1779, 'm': 4392, 'k_avg': 4.937605396290051, 'intersection_count': 1364, 'streets_per_node_avg': 2.611017425519955, 'streets_per_node_counts': {0: 0, 1: 415, 2: 5, 3: 1222, 4: 132, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23327712197863967, 2: 0.002810567734682406, 3: 0.68690275435638, 4: 0.07419898819561552, 5: 0.0022484541877459247, 6: 0.0005621135469364812}, 'edge_length_total': 418031.42300000036, 'edge_length_avg': 95.18019649362485, 'street_length_total': 214299.84399999978, 'street_length_avg': 93.94995352915379, 'street_segments_count': 2281, 'node_density_km': 63.5143142767886, 'intersection_density_km': 48.69787783785253, 'edge_density_km': 14924.665080379527, 'street_density_km': 7650.987993975692, 'circuity_avg': 1.0608533240060372, 'self_loop_proportion': 0.0025045537340619307, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0608533240060372\n", - "905\n", - "12004182.774335086\n", - "{'n': 348, 'm': 822, 'k_avg': 4.724137931034483, 'intersection_count': 263, 'streets_per_node_avg': 2.617816091954023, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 226, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2442528735632184, 2: 0.0, 3: 0.6494252873563219, 4: 0.10632183908045977}, 'edge_length_total': 114834.29000000021, 'edge_length_avg': 139.7010827250611, 'street_length_total': 59960.93400000001, 'street_length_avg': 138.1588341013825, 'street_segments_count': 434, 'node_density_km': 28.98989515088217, 'intersection_density_km': 21.90902995598279, 'edge_density_km': 9566.189732258628, 'street_density_km': 4995.003418991282, 'circuity_avg': 1.0628655995764598, 'self_loop_proportion': 0.0024330900243309003, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0628655995764598\n", - "906\n", - "126045838.04453759\n", - "error with entry 906\n", - "907\n", - "6006312.420447852\n", - "{'n': 154, 'm': 437, 'k_avg': 5.675324675324675, 'intersection_count': 139, 'streets_per_node_avg': 2.9935064935064934, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 110, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09740259740259741, 2: 0.0, 3: 0.7142857142857143, 4: 0.18831168831168832}, 'edge_length_total': 85395.56899999997, 'edge_length_avg': 195.41320137299766, 'street_length_total': 42784.580999999984, 'street_length_avg': 195.36338356164376, 'street_segments_count': 219, 'node_density_km': 25.639691914080817, 'intersection_density_km': 23.142319325046973, 'edge_density_km': 14217.636883036557, 'street_density_km': 7123.269321513217, 'circuity_avg': 1.0477689095613631, 'self_loop_proportion': 0.002288329519450801, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0477689095613631\n", - "908\n", - "9003962.970610008\n", - "{'n': 312, 'm': 833, 'k_avg': 5.339743589743589, 'intersection_count': 268, 'streets_per_node_avg': 2.8685897435897436, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 224, 4: 41, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14102564102564102, 2: 0.0, 3: 0.717948717948718, 4: 0.13141025641025642, 5: 0.009615384615384616}, 'edge_length_total': 129290.41000000027, 'edge_length_avg': 155.2105762304925, 'street_length_total': 65233.42299999999, 'street_length_avg': 152.41453971962613, 'street_segments_count': 428, 'node_density_km': 34.65140860956499, 'intersection_density_km': 29.76467149795967, 'edge_density_km': 14359.278289128835, 'street_density_km': 7244.967933889726, 'circuity_avg': 1.0518233114274975, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0518233114274975\n", - "909\n", - "20028942.29536078\n", - "{'n': 923, 'm': 2510, 'k_avg': 5.438786565547129, 'intersection_count': 812, 'streets_per_node_avg': 2.8710725893824485, 'streets_per_node_counts': {0: 0, 1: 111, 2: 2, 3: 711, 4: 94, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12026002166847237, 2: 0.0021668472372697724, 3: 0.7703141928494042, 4: 0.10184182015167931, 5: 0.004333694474539545, 6: 0.0010834236186348862}, 'edge_length_total': 347450.68299999926, 'edge_length_avg': 138.42656693227062, 'street_length_total': 173821.9020000003, 'street_length_avg': 138.39323407643334, 'street_segments_count': 1256, 'node_density_km': 46.0833121584154, 'intersection_density_km': 40.54133203968939, 'edge_density_km': 17347.430427241172, 'street_density_km': 8678.536262010297, 'circuity_avg': 1.035232237181022, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035232237181022\n", - "910\n", - "9004583.90367495\n", - "{'n': 1234, 'm': 2812, 'k_avg': 4.5575364667747165, 'intersection_count': 785, 'streets_per_node_avg': 2.375202593192869, 'streets_per_node_counts': {0: 0, 1: 449, 2: 0, 3: 661, 4: 121, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.36385737439222043, 2: 0.0, 3: 0.5356564019448946, 4: 0.09805510534846029, 5: 0.0024311183144246355}, 'edge_length_total': 177068.8849999998, 'edge_length_avg': 62.9690202702702, 'street_length_total': 89264.98000000016, 'street_length_avg': 62.29237962316829, 'street_segments_count': 1433, 'node_density_km': 137.04131286914657, 'intersection_density_km': 87.17782058531608, 'edge_density_km': 19664.30507996427, 'street_density_km': 9913.282052218909, 'circuity_avg': 1.064491991072633, 'self_loop_proportion': 0.0021337126600284497, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064491991072633\n", - "911\n", - "9004296.404585252\n", - "{'n': 424, 'm': 966, 'k_avg': 4.556603773584905, 'intersection_count': 294, 'streets_per_node_avg': 2.4457547169811322, 'streets_per_node_counts': {0: 0, 1: 130, 2: 0, 3: 269, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30660377358490565, 2: 0.0, 3: 0.6344339622641509, 4: 0.0589622641509434}, 'edge_length_total': 89926.0639999999, 'edge_length_avg': 93.0911635610765, 'street_length_total': 45196.89700000006, 'street_length_avg': 91.12277620967754, 'street_segments_count': 496, 'node_density_km': 47.088632020608166, 'intersection_density_km': 32.65107975013868, 'edge_density_km': 9987.017303673712, 'street_density_km': 5019.481253080971, 'circuity_avg': 1.0733979927461872, 'self_loop_proportion': 0.002070393374741201, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0733979927461872\n", - "912\n", - "16016776.788512137\n", - "{'n': 350, 'm': 903, 'k_avg': 5.16, 'intersection_count': 288, 'streets_per_node_avg': 2.702857142857143, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 268, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17714285714285713, 2: 0.0, 3: 0.7657142857142857, 4: 0.05714285714285714}, 'edge_length_total': 142440.2120000004, 'edge_length_avg': 157.74109856035483, 'street_length_total': 71372.75599999998, 'street_length_avg': 155.4962004357298, 'street_segments_count': 459, 'node_density_km': 21.852087009855428, 'intersection_density_km': 17.981145882395325, 'edge_density_km': 8893.18830378932, 'street_density_km': 4456.124783557659, 'circuity_avg': 1.055537905967774, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055537905967774\n", - "913\n", - "6007052.805994712\n", - "{'n': 565, 'm': 1379, 'k_avg': 4.8814159292035395, 'intersection_count': 410, 'streets_per_node_avg': 2.5646017699115045, 'streets_per_node_counts': {0: 0, 1: 155, 2: 0, 3: 347, 4: 62, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2743362831858407, 2: 0.0, 3: 0.6141592920353982, 4: 0.10973451327433628, 5: 0.0017699115044247787}, 'edge_length_total': 114263.99700000035, 'edge_length_avg': 82.86004133430048, 'street_length_total': 57552.19400000004, 'street_length_avg': 81.75027556818188, 'street_segments_count': 704, 'node_density_km': 94.05610675440721, 'intersection_density_km': 68.25310401647249, 'edge_density_km': 19021.640177021767, 'street_density_km': 9580.770447459041, 'circuity_avg': 1.0856492019054902, 'self_loop_proportion': 0.005801305293691081, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0856492019054902\n", - "914\n", - "35049802.92383283\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2829, 'm': 7250, 'k_avg': 5.12548603746907, 'intersection_count': 2240, 'streets_per_node_avg': 2.7186284906327325, 'streets_per_node_counts': {0: 0, 1: 589, 2: 6, 3: 1858, 4: 366, 5: 8, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20820077765995051, 2: 0.0021208907741251328, 3: 0.656769176387416, 4: 0.12937433722163308, 5: 0.002827854365500177, 6: 0.0007069635913750442}, 'edge_length_total': 586696.8600000002, 'edge_length_avg': 80.92370482758623, 'street_length_total': 305318.5530000009, 'street_length_avg': 80.07305350118041, 'street_segments_count': 3813, 'node_density_km': 80.71372059203117, 'intersection_density_km': 63.90906119694232, 'edge_density_km': 16738.948897229424, 'street_density_km': 8710.992003678095, 'circuity_avg': 1.0595650616058527, 'self_loop_proportion': 0.002758620689655172, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0595650616058527\n", - "915\n", - "6008009.291897415\n", - "{'n': 249, 'm': 643, 'k_avg': 5.164658634538153, 'intersection_count': 204, 'streets_per_node_avg': 2.7028112449799195, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 188, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18072289156626506, 2: 0.0, 3: 0.7550200803212851, 4: 0.0642570281124498}, 'edge_length_total': 80488.98400000004, 'edge_length_avg': 125.17726905132199, 'street_length_total': 40308.25299999999, 'street_length_avg': 125.18090993788816, 'street_segments_count': 322, 'node_density_km': 41.444676248388795, 'intersection_density_km': 33.95467451675227, 'edge_density_km': 13396.947323059228, 'street_density_km': 6709.086328205406, 'circuity_avg': 1.0664346880603863, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0664346880603863\n", - "916\n", - "13013844.788210308\n", - "{'n': 424, 'm': 1042, 'k_avg': 4.915094339622642, 'intersection_count': 307, 'streets_per_node_avg': 2.518867924528302, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 277, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2759433962264151, 2: 0.0, 3: 0.6533018867924528, 4: 0.07075471698113207}, 'edge_length_total': 147645.4040000001, 'edge_length_avg': 141.69424568138206, 'street_length_total': 73822.70199999999, 'street_length_avg': 141.69424568138194, 'street_segments_count': 521, 'node_density_km': 32.580686714822065, 'intersection_density_km': 23.590261371345225, 'edge_density_km': 11345.256256149387, 'street_density_km': 5672.628128074689, 'circuity_avg': 1.0554601854670924, 'self_loop_proportion': 0.0019193857965451055, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0554601854670924\n", - "917\n", - "13005350.643668093\n", - "{'n': 181, 'm': 480, 'k_avg': 5.303867403314917, 'intersection_count': 158, 'streets_per_node_avg': 2.839779005524862, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 142, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1270718232044199, 2: 0.0, 3: 0.7845303867403315, 4: 0.08287292817679558, 5: 0.0055248618784530384}, 'edge_length_total': 112048.74400000014, 'edge_length_avg': 233.43488333333363, 'street_length_total': 56115.19399999998, 'street_length_avg': 232.8431286307053, 'street_segments_count': 241, 'node_density_km': 13.917348709711518, 'intersection_density_km': 12.148845834996795, 'edge_density_km': 8615.588081398884, 'street_density_km': 4314.777474094538, 'circuity_avg': 1.0558527308438224, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0558527308438224\n", - "918\n", - "13004527.611350492\n", - "{'n': 332, 'm': 901, 'k_avg': 5.427710843373494, 'intersection_count': 268, 'streets_per_node_avg': 2.8734939759036147, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 184, 4: 82, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1927710843373494, 2: 0.0, 3: 0.5542168674698795, 4: 0.2469879518072289, 5: 0.006024096385542169}, 'edge_length_total': 136084.4599999999, 'edge_length_avg': 151.03713651498325, 'street_length_total': 70400.58200000001, 'street_length_avg': 151.39910107526885, 'street_segments_count': 465, 'node_density_km': 25.529570156029877, 'intersection_density_km': 20.608207234385564, 'edge_density_km': 10464.390869624816, 'street_density_km': 5413.543967452814, 'circuity_avg': 1.0446041354300828, 'self_loop_proportion': 0.0022197558268590455, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0446041354300828\n", - "919\n", - "6007514.9176390385\n", - "{'n': 316, 'm': 840, 'k_avg': 5.3164556962025316, 'intersection_count': 264, 'streets_per_node_avg': 2.7848101265822787, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 228, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16455696202531644, 2: 0.0, 3: 0.7215189873417721, 4: 0.11392405063291139}, 'edge_length_total': 75725.73500000002, 'edge_length_avg': 90.14968452380954, 'street_length_total': 38054.704000000034, 'street_length_avg': 90.17702369668254, 'street_segments_count': 422, 'node_density_km': 52.60078490561426, 'intersection_density_km': 43.94495954139926, 'edge_density_km': 12605.168033400463, 'street_density_km': 6334.5167713633555, 'circuity_avg': 1.0449719577353174, 'self_loop_proportion': 0.002380952380952381, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0449719577353174\n", - "920\n", - "156106900.64123064\n", - "error with entry 920\n", - "921\n", - "16015403.019480873\n", - "{'n': 638, 'm': 1491, 'k_avg': 4.673981191222571, 'intersection_count': 444, 'streets_per_node_avg': 2.4404388714733543, 'streets_per_node_counts': {0: 0, 1: 194, 2: 0, 3: 414, 4: 29, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30407523510971785, 2: 0.0, 3: 0.6489028213166145, 4: 0.045454545454545456, 5: 0.001567398119122257}, 'edge_length_total': 193204.58099999983, 'edge_length_avg': 129.58053722333992, 'street_length_total': 96646.15800000001, 'street_length_avg': 129.37906024096387, 'street_segments_count': 747, 'node_density_km': 39.83664970678211, 'intersection_density_km': 27.72331108120887, 'edge_density_km': 12063.672750850477, 'street_density_km': 6034.575457292035, 'circuity_avg': 1.0515355167833844, 'self_loop_proportion': 0.0013413816230717639, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0515355167833844\n", - "922\n", - "10005622.141383521\n", - "{'n': 719, 'm': 1639, 'k_avg': 4.559109874826148, 'intersection_count': 499, 'streets_per_node_avg': 2.4714881780250346, 'streets_per_node_counts': {0: 0, 1: 220, 2: 0, 3: 439, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30598052851182195, 2: 0.0, 3: 0.6105702364394993, 4: 0.08344923504867872}, 'edge_length_total': 157894.38700000034, 'edge_length_avg': 96.33580658938398, 'street_length_total': 79946.53000000006, 'street_length_avg': 92.63792584009276, 'street_segments_count': 863, 'node_density_km': 71.85959951717513, 'intersection_density_km': 49.87196127826201, 'edge_density_km': 15780.566642322514, 'street_density_km': 7990.160818620071, 'circuity_avg': 1.0588025433025323, 'self_loop_proportion': 0.0036607687614399025, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0588025433025323\n", - "923\n", - "10003230.128368298\n", - "{'n': 922, 'm': 2426, 'k_avg': 5.262472885032538, 'intersection_count': 720, 'streets_per_node_avg': 2.7603036876355747, 'streets_per_node_counts': {0: 0, 1: 202, 2: 1, 3: 539, 4: 177, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21908893709327548, 2: 0.0010845986984815619, 3: 0.5845986984815619, 4: 0.19197396963123645, 5: 0.0021691973969631237, 6: 0.0010845986984815619}, 'edge_length_total': 193712.88200000007, 'edge_length_avg': 79.84867353668594, 'street_length_total': 97756.46999999996, 'street_length_avg': 78.83586290322577, 'street_segments_count': 1240, 'node_density_km': 92.17022783323634, 'intersection_density_km': 71.97675058560756, 'edge_density_km': 19365.0330457406, 'street_density_km': 9772.490360165868, 'circuity_avg': 1.0661755546315417, 'self_loop_proportion': 0.0016488046166529267, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0661755546315417\n", - "924\n", - "27016687.619877785\n", - "{'n': 3204, 'm': 8497, 'k_avg': 5.303995006242197, 'intersection_count': 2583, 'streets_per_node_avg': 2.8055555555555554, 'streets_per_node_counts': {0: 0, 1: 621, 2: 10, 3: 1974, 4: 574, 5: 21, 6: 3, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19382022471910113, 2: 0.003121098626716604, 3: 0.6161048689138576, 4: 0.17915106117353308, 5: 0.006554307116104869, 6: 0.0009363295880149813, 7: 0.00031210986267166043}, 'edge_length_total': 552869.627999997, 'edge_length_avg': 65.06645027656785, 'street_length_total': 283407.8879999992, 'street_length_avg': 63.715802158273206, 'street_segments_count': 4448, 'node_density_km': 118.59336884965226, 'intersection_density_km': 95.6075754490174, 'edge_density_km': 20464.004906109138, 'street_density_km': 10490.104930238715, 'circuity_avg': 1.0726770710623574, 'self_loop_proportion': 0.0028245263034012004, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0726770710623574\n", - "925\n", - "15005800.423988665\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1500, 'm': 3548, 'k_avg': 4.730666666666667, 'intersection_count': 988, 'streets_per_node_avg': 2.4393333333333334, 'streets_per_node_counts': {0: 0, 1: 512, 2: 0, 3: 805, 4: 183}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3413333333333333, 2: 0.0, 3: 0.5366666666666666, 4: 0.122}, 'edge_length_total': 193356.02400000027, 'edge_length_avg': 54.49718827508463, 'street_length_total': 97469.5639999998, 'street_length_avg': 54.149757777777666, 'street_segments_count': 1800, 'node_density_km': 99.96134545425919, 'intersection_density_km': 65.84120620587206, 'edge_density_km': 12885.418873817373, 'street_density_km': 6495.45917218667, 'circuity_avg': 1.075745351020406, 'self_loop_proportion': 0.002254791431792559, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075745351020406\n", - "926\n", - "5001840.072540849\n", - "{'n': 319, 'm': 768, 'k_avg': 4.815047021943574, 'intersection_count': 223, 'streets_per_node_avg': 2.501567398119122, 'streets_per_node_counts': {0: 0, 1: 96, 2: 1, 3: 189, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30094043887147337, 2: 0.003134796238244514, 3: 0.5924764890282131, 4: 0.10031347962382445, 5: 0.003134796238244514}, 'edge_length_total': 67937.47699999991, 'edge_length_avg': 88.46025651041656, 'street_length_total': 34345.974, 'street_length_avg': 88.06660000000001, 'street_segments_count': 390, 'node_density_km': 63.776529311932485, 'intersection_density_km': 44.58359259110014, 'edge_density_km': 13582.49684410418, 'street_density_km': 6866.667766639095, 'circuity_avg': 1.035825371069537, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035825371069537\n", - "927\n", - "11004698.755283639\n", - "{'n': 327, 'm': 792, 'k_avg': 4.844036697247707, 'intersection_count': 233, 'streets_per_node_avg': 2.4954128440366974, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 210, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2874617737003058, 2: 0.0, 3: 0.6422018348623854, 4: 0.07033639143730887}, 'edge_length_total': 110334.35999999996, 'edge_length_avg': 139.31106060606055, 'street_length_total': 55167.18000000004, 'street_length_avg': 139.3110606060607, 'street_segments_count': 396, 'node_density_km': 29.71457986008012, 'intersection_density_km': 21.172774028742104, 'edge_density_km': 10026.113613244122, 'street_density_km': 5013.056806622067, 'circuity_avg': 1.075489824181282, 'self_loop_proportion': 0.005050505050505051, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075489824181282\n", - "928\n", - "44028115.25036994\n", - "{'n': 2988, 'm': 8069, 'k_avg': 5.400937081659973, 'intersection_count': 2415, 'streets_per_node_avg': 2.7717536813922354, 'streets_per_node_counts': {0: 0, 1: 573, 2: 0, 3: 1958, 4: 450, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19176706827309237, 2: 0.0, 3: 0.6552878179384204, 4: 0.15060240963855423, 5: 0.0023427041499330657}, 'edge_length_total': 827104.2779999982, 'edge_length_avg': 102.5039382823148, 'street_length_total': 417798.21499999973, 'street_length_avg': 102.22613530707113, 'street_segments_count': 4087, 'node_density_km': 67.86572586649376, 'intersection_density_km': 54.85131458085088, 'edge_density_km': 18785.820680639936, 'street_density_km': 9489.350444009506, 'circuity_avg': 1.067919043343075, 'self_loop_proportion': 0.002726484074854381, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067919043343075\n", - "929\n", - "10010461.13086523\n", - "{'n': 476, 'm': 1113, 'k_avg': 4.676470588235294, 'intersection_count': 351, 'streets_per_node_avg': 2.5315126050420167, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 324, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26260504201680673, 2: 0.0, 3: 0.680672268907563, 4: 0.05672268907563025}, 'edge_length_total': 132511.91299999994, 'edge_length_avg': 119.05832255166212, 'street_length_total': 66643.59999999998, 'street_length_avg': 117.33028169014081, 'street_segments_count': 568, 'node_density_km': 47.55025705382846, 'intersection_density_km': 35.063319802297876, 'edge_density_km': 13237.343541690232, 'street_density_km': 6657.395611328827, 'circuity_avg': 1.0752405373726133, 'self_loop_proportion': 0.004492362982929021, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0752405373726133\n", - "930\n", - "20009892.952390127\n", - "{'n': 3245, 'm': 7854, 'k_avg': 4.840677966101695, 'intersection_count': 2204, 'streets_per_node_avg': 2.514637904468413, 'streets_per_node_counts': {0: 0, 1: 1041, 2: 1, 3: 1700, 4: 498, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3208012326656394, 2: 0.0003081664098613251, 3: 0.5238828967642527, 4: 0.1534668721109399, 5: 0.0015408320493066256}, 'edge_length_total': 422674.34199999954, 'edge_length_avg': 53.81644283167807, 'street_length_total': 213652.7399999998, 'street_length_avg': 53.22689088191325, 'street_segments_count': 4014, 'node_density_km': 162.1697831028323, 'intersection_density_km': 110.14551678232432, 'edge_density_km': 21123.26852550764, 'street_density_km': 10677.355471533372, 'circuity_avg': 1.0704414075071673, 'self_loop_proportion': 0.0033104150751209573, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0704414075071673\n", - "931\n", - "15013587.00446806\n", - "{'n': 581, 'm': 1516, 'k_avg': 5.218588640275387, 'intersection_count': 459, 'streets_per_node_avg': 2.7160068846815837, 'streets_per_node_counts': {0: 0, 1: 122, 2: 0, 3: 384, 4: 72, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2099827882960413, 2: 0.0, 3: 0.6609294320137694, 4: 0.12392426850258176, 5: 0.0034423407917383822, 6: 0.0017211703958691911}, 'edge_length_total': 198301.00900000028, 'edge_length_avg': 130.8054149076519, 'street_length_total': 99315.66900000007, 'street_length_avg': 129.99433115183254, 'street_segments_count': 764, 'node_density_km': 38.69828041940236, 'intersection_density_km': 30.572307594674154, 'edge_density_km': 13208.10336270644, 'street_density_km': 6615.0526833090335, 'circuity_avg': 1.0577380302587245, 'self_loop_proportion': 0.002638522427440633, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0577380302587245\n", - "932\n", - "15006562.917591847\n", - "{'n': 511, 'm': 1237, 'k_avg': 4.841487279843444, 'intersection_count': 396, 'streets_per_node_avg': 2.63600782778865, 'streets_per_node_counts': {0: 0, 1: 115, 2: 0, 3: 353, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22504892367906065, 2: 0.0, 3: 0.6908023483365949, 4: 0.0821917808219178, 5: 0.0019569471624266144}, 'edge_length_total': 152084.37600000022, 'edge_length_avg': 122.94614066289428, 'street_length_total': 77116.33300000004, 'street_length_avg': 119.3751284829722, 'street_segments_count': 646, 'node_density_km': 34.05176807015326, 'intersection_density_km': 26.388454316596263, 'edge_density_km': 10134.524263495088, 'street_density_km': 5138.840480893753, 'circuity_avg': 1.088890080515079, 'self_loop_proportion': 0.004850444624090542, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.088890080515079\n", - "933\n", - "4002818.081889947\n", - "{'n': 49, 'm': 132, 'k_avg': 5.387755102040816, 'intersection_count': 40, 'streets_per_node_avg': 2.795918367346939, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 32, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1836734693877551, 2: 0.0, 3: 0.6530612244897959, 4: 0.16326530612244897}, 'edge_length_total': 27800.89399999999, 'edge_length_avg': 210.61283333333324, 'street_length_total': 13900.447000000004, 'street_length_avg': 210.61283333333338, 'street_segments_count': 66, 'node_density_km': 12.241375700207803, 'intersection_density_km': 9.992959755271675, 'edge_density_km': 6945.330372564342, 'street_density_km': 3472.665186282173, 'circuity_avg': 1.0222040982394067, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0222040982394067\n", - "934\n", - "51037551.9370798\n", - "error with entry 934\n", - "935\n", - "12006527.731022734\n", - "{'n': 497, 'm': 1192, 'k_avg': 4.796780684104628, 'intersection_count': 377, 'streets_per_node_avg': 2.595573440643863, 'streets_per_node_counts': {0: 0, 1: 120, 2: 0, 3: 338, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2414486921529175, 2: 0.0, 3: 0.6800804828973843, 4: 0.07847082494969819}, 'edge_length_total': 136430.0450000001, 'edge_length_avg': 114.45473573825512, 'street_length_total': 68460.096, 'street_length_avg': 113.53249751243781, 'street_segments_count': 603, 'node_density_km': 41.394149177354606, 'intersection_density_km': 31.39958599569957, 'edge_density_km': 11362.98920523784, 'street_density_km': 5701.906290784744, 'circuity_avg': 1.0830772426519222, 'self_loop_proportion': 0.003355704697986577, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0830772426519222\n", - "936\n", - "52034651.2312166\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 5699, 'm': 13827, 'k_avg': 4.8524302509212145, 'intersection_count': 3975, 'streets_per_node_avg': 2.5118441831900333, 'streets_per_node_counts': {0: 0, 1: 1724, 2: 9, 3: 3298, 4: 661, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3025092121424811, 2: 0.0015792244253377786, 3: 0.5786980171959993, 4: 0.11598526057203018, 5: 0.0012282856641516056}, 'edge_length_total': 942062.7239999985, 'edge_length_avg': 68.13211282273801, 'street_length_total': 475014.85300000076, 'street_length_avg': 67.43538515048279, 'street_segments_count': 7044, 'node_density_km': 109.52317090925477, 'intersection_density_km': 76.39140276614981, 'edge_density_km': 18104.526535864177, 'street_density_km': 9128.817850421761, 'circuity_avg': 1.0627056557157766, 'self_loop_proportion': 0.0028205684530266868, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0627056557157766\n", - "937\n", - "10012263.320193065\n", - "{'n': 431, 'm': 1152, 'k_avg': 5.345707656612529, 'intersection_count': 363, 'streets_per_node_avg': 2.7911832946635733, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 319, 4: 42, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15777262180974477, 2: 0.0, 3: 0.740139211136891, 4: 0.09744779582366589, 5: 0.004640371229698376}, 'edge_length_total': 138224.57800000007, 'edge_length_avg': 119.98661284722228, 'street_length_total': 69322.05500000007, 'street_length_avg': 120.14220970537274, 'street_segments_count': 577, 'node_density_km': 43.04720982824581, 'intersection_density_km': 36.255538672049255, 'edge_density_km': 13805.527639412374, 'street_density_km': 6923.714726937818, 'circuity_avg': 1.091260332671516, 'self_loop_proportion': 0.005208333333333333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.091260332671516\n", - "938\n", - "8002519.445967512\n", - "{'n': 328, 'm': 786, 'k_avg': 4.7926829268292686, 'intersection_count': 245, 'streets_per_node_avg': 2.582317073170732, 'streets_per_node_counts': {0: 0, 1: 83, 2: 2, 3: 214, 4: 27, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2530487804878049, 2: 0.006097560975609756, 3: 0.6524390243902439, 4: 0.08231707317073171, 5: 0.006097560975609756}, 'edge_length_total': 95405.42100000009, 'edge_length_avg': 121.38094274809171, 'street_length_total': 48322.70200000002, 'street_length_avg': 118.72899754299759, 'street_segments_count': 407, 'node_density_km': 40.987091904572615, 'intersection_density_km': 30.615358282378935, 'edge_density_km': 11921.923044882458, 'street_density_km': 6038.436060827061, 'circuity_avg': 1.0832375302647852, 'self_loop_proportion': 0.002544529262086514, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0832375302647852\n", - "939\n", - "10003517.895633275\n", - "{'n': 205, 'm': 540, 'k_avg': 5.2682926829268295, 'intersection_count': 170, 'streets_per_node_avg': 2.7609756097560973, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 149, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17073170731707318, 2: 0.0, 3: 0.7268292682926829, 4: 0.1024390243902439}, 'edge_length_total': 88259.64899999995, 'edge_length_avg': 163.44379444444434, 'street_length_total': 44232.298999999955, 'street_length_avg': 162.61874632352925, 'street_segments_count': 272, 'node_density_km': 20.4927908500555, 'intersection_density_km': 16.994021680533827, 'edge_density_km': 8822.86110954297, 'street_density_km': 4421.674401093259, 'circuity_avg': 1.0480788934953387, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0480788934953387\n", - "940\n", - "7006592.201697603\n", - "{'n': 49, 'm': 122, 'k_avg': 4.979591836734694, 'intersection_count': 38, 'streets_per_node_avg': 2.7551020408163267, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 28, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22448979591836735, 2: 0.0, 3: 0.5714285714285714, 4: 0.20408163265306123}, 'edge_length_total': 33684.93199999999, 'edge_length_avg': 276.10599999999994, 'street_length_total': 16959.728, 'street_length_avg': 269.2020317460317, 'street_segments_count': 63, 'node_density_km': 6.993414000621866, 'intersection_density_km': 5.4234639188496105, 'edge_density_km': 4807.605613444805, 'street_density_km': 2420.5387600395647, 'circuity_avg': 1.0554384070087373, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0554384070087373\n", - "941\n", - "20008672.084076203\n", - "{'n': 1624, 'm': 3926, 'k_avg': 4.834975369458128, 'intersection_count': 1227, 'streets_per_node_avg': 2.649014778325123, 'streets_per_node_counts': {0: 0, 1: 397, 2: 4, 3: 1004, 4: 210, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24445812807881773, 2: 0.0024630541871921183, 3: 0.6182266009852216, 4: 0.12931034482758622, 5: 0.005541871921182266}, 'edge_length_total': 341769.7679999999, 'edge_length_avg': 87.05292103922565, 'street_length_total': 181179.2229999996, 'street_length_avg': 85.9076448553815, 'street_segments_count': 2109, 'node_density_km': 81.16480659865739, 'intersection_density_km': 61.323409911670325, 'edge_density_km': 17081.081971051724, 'street_density_km': 9055.034848823881, 'circuity_avg': 1.055794131436329, 'self_loop_proportion': 0.0015282730514518594, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055794131436329\n", - "942\n", - "7003447.003539\n", - "{'n': 726, 'm': 1737, 'k_avg': 4.785123966942149, 'intersection_count': 519, 'streets_per_node_avg': 2.5110192837465566, 'streets_per_node_counts': {0: 0, 1: 207, 2: 0, 3: 460, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28512396694214875, 2: 0.0, 3: 0.6336088154269972, 4: 0.081267217630854}, 'edge_length_total': 136225.58800000016, 'edge_length_avg': 78.42578468624073, 'street_length_total': 68282.23799999994, 'street_length_avg': 78.12613043478254, 'street_segments_count': 874, 'node_density_km': 103.6632389212249, 'intersection_density_km': 74.10636501393351, 'edge_density_km': 19451.21993943301, 'street_density_km': 9749.804341418645, 'circuity_avg': 1.0864704569391954, 'self_loop_proportion': 0.0057570523891767415, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0864704569391954\n", - "943\n", - "13008896.175884336\n", - "{'n': 326, 'm': 754, 'k_avg': 4.625766871165644, 'intersection_count': 249, 'streets_per_node_avg': 2.6226993865030677, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 220, 4: 27, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2361963190184049, 2: 0.0, 3: 0.6748466257668712, 4: 0.08282208588957055, 5: 0.006134969325153374}, 'edge_length_total': 116859.33400000009, 'edge_length_avg': 154.98585411140596, 'street_length_total': 60390.848, 'street_length_avg': 151.3555087719298, 'street_segments_count': 399, 'node_density_km': 25.05977414166262, 'intersection_density_km': 19.1407477339693, 'edge_density_km': 8983.032258850053, 'street_density_km': 4642.2730401947165, 'circuity_avg': 1.0515305563706547, 'self_loop_proportion': 0.005305039787798408, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0515305563706547\n", - "944\n", - "8004902.794538326\n", - "{'n': 399, 'm': 1093, 'k_avg': 5.478696741854637, 'intersection_count': 335, 'streets_per_node_avg': 2.8471177944862154, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 269, 4: 65, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16040100250626566, 2: 0.0, 3: 0.6741854636591479, 4: 0.16290726817042606, 5: 0.002506265664160401}, 'edge_length_total': 137136.83499999967, 'edge_length_avg': 125.46828453796859, 'street_length_total': 68739.62000000008, 'street_length_avg': 125.43726277372278, 'street_segments_count': 548, 'node_density_km': 49.844452861093345, 'intersection_density_km': 41.84935265279767, 'edge_density_km': 17131.605282398545, 'street_density_km': 8587.189846565097, 'circuity_avg': 1.0374313514894236, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0374313514894236\n", - "945\n", - "10011586.357895773\n", - "{'n': 744, 'm': 2128, 'k_avg': 5.720430107526882, 'intersection_count': 657, 'streets_per_node_avg': 2.98252688172043, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 496, 4: 161}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11693548387096774, 2: 0.0, 3: 0.6666666666666666, 4: 0.2163978494623656}, 'edge_length_total': 195922.39800000004, 'edge_length_avg': 92.0687960526316, 'street_length_total': 98394.85900000004, 'street_length_avg': 92.13001779026222, 'street_segments_count': 1068, 'node_density_km': 74.31389725897279, 'intersection_density_km': 65.62396572465742, 'edge_density_km': 19569.565800676854, 'street_density_km': 9828.098713087522, 'circuity_avg': 1.0374043898252776, 'self_loop_proportion': 0.0009398496240601503, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0374043898252776\n", - "946\n", - "11011285.105519664\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 199, 'm': 574, 'k_avg': 5.768844221105527, 'intersection_count': 174, 'streets_per_node_avg': 2.909547738693467, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 144, 4: 28, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12562814070351758, 2: 0.0, 3: 0.7236180904522613, 4: 0.1407035175879397, 5: 0.010050251256281407}, 'edge_length_total': 87347.44399999994, 'edge_length_avg': 152.1732473867595, 'street_length_total': 43673.72199999997, 'street_length_avg': 152.1732473867595, 'street_segments_count': 287, 'node_density_km': 18.07236831060224, 'intersection_density_km': 15.801970281632109, 'edge_density_km': 7932.538587727149, 'street_density_km': 3966.2692938635746, 'circuity_avg': 1.106838803879691, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.106838803879691\n", - "947\n", - "13013964.028501265\n", - "{'n': 597, 'm': 1626, 'k_avg': 5.447236180904523, 'intersection_count': 523, 'streets_per_node_avg': 2.8559463986599667, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 464, 4: 56, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12395309882747069, 2: 0.0, 3: 0.7772194304857621, 4: 0.09380234505862646, 5: 0.005025125628140704}, 'edge_length_total': 197189.4100000004, 'edge_length_avg': 121.27269987699903, 'street_length_total': 98594.70499999994, 'street_length_avg': 121.2726998769987, 'street_segments_count': 813, 'node_density_km': 45.8738013023963, 'intersection_density_km': 40.18760147596862, 'edge_density_km': 15152.140390748371, 'street_density_km': 7576.070195374165, 'circuity_avg': 1.0674916316732233, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0674916316732233\n", - "948\n", - "21020447.81856148\n", - "{'n': 1014, 'm': 2767, 'k_avg': 5.457593688362919, 'intersection_count': 845, 'streets_per_node_avg': 2.8057199211045365, 'streets_per_node_counts': {0: 0, 1: 169, 2: 0, 3: 713, 4: 123, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.703155818540434, 4: 0.12130177514792899, 5: 0.008875739644970414}, 'edge_length_total': 349050.2859999999, 'edge_length_avg': 126.14755547524392, 'street_length_total': 174920.61600000033, 'street_length_avg': 125.8421697841729, 'street_segments_count': 1390, 'node_density_km': 48.23874394838618, 'intersection_density_km': 40.19895329032182, 'edge_density_km': 16605.273541878658, 'street_density_km': 8321.450499524653, 'circuity_avg': 1.0555132986107272, 'self_loop_proportion': 0.0007228044813877846, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0555132986107272\n", - "949\n", - "9003031.299303647\n", - "{'n': 470, 'm': 1051, 'k_avg': 4.472340425531915, 'intersection_count': 305, 'streets_per_node_avg': 2.351063829787234, 'streets_per_node_counts': {0: 0, 1: 165, 2: 0, 3: 281, 4: 23, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35106382978723405, 2: 0.0, 3: 0.597872340425532, 4: 0.04893617021276596, 5: 0.002127659574468085}, 'edge_length_total': 113820.16199999985, 'edge_length_avg': 108.29701427212164, 'street_length_total': 57011.02900000004, 'street_length_avg': 108.18032068311203, 'street_segments_count': 527, 'node_density_km': 52.204639123753005, 'intersection_density_km': 33.8774785803078, 'edge_density_km': 12642.426557908717, 'street_density_km': 6332.425946848552, 'circuity_avg': 1.0542292559099633, 'self_loop_proportion': 0.0019029495718363464, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0542292559099633\n", - "950\n", - "16021942.050641898\n", - "{'n': 725, 'm': 1817, 'k_avg': 5.012413793103448, 'intersection_count': 534, 'streets_per_node_avg': 2.564137931034483, 'streets_per_node_counts': {0: 0, 1: 191, 2: 0, 3: 468, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.263448275862069, 2: 0.0, 3: 0.6455172413793103, 4: 0.0910344827586207}, 'edge_length_total': 201974.23299999975, 'edge_length_avg': 111.15808090258655, 'street_length_total': 101358.88300000003, 'street_length_avg': 111.13912609649127, 'street_segments_count': 912, 'node_density_km': 45.250444528411826, 'intersection_density_km': 33.32929293540954, 'edge_density_km': 12606.101829703468, 'street_density_km': 6326.254500211429, 'circuity_avg': 1.0510588834681196, 'self_loop_proportion': 0.000550357732526142, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0510588834681196\n", - "951\n", - "29024761.57516286\n", - "{'n': 1435, 'm': 3862, 'k_avg': 5.382578397212543, 'intersection_count': 1166, 'streets_per_node_avg': 2.7372822299651567, 'streets_per_node_counts': {0: 0, 1: 269, 2: 0, 3: 1009, 4: 153, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18745644599303135, 2: 0.0, 3: 0.7031358885017421, 4: 0.10662020905923345, 5: 0.0027874564459930314}, 'edge_length_total': 433051.5850000005, 'edge_length_avg': 112.1314306059038, 'street_length_total': 216628.56100000016, 'street_length_avg': 112.1265843685301, 'street_segments_count': 1932, 'node_density_km': 49.44054393983245, 'intersection_density_km': 40.17259528490915, 'edge_density_km': 14920.073809342586, 'street_density_km': 7463.577622817548, 'circuity_avg': 1.0555403234307914, 'self_loop_proportion': 0.0020714655618850335, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0555403234307914\n", - "952\n", - "14012715.421581198\n", - "{'n': 663, 'm': 1821, 'k_avg': 5.493212669683258, 'intersection_count': 539, 'streets_per_node_avg': 2.8205128205128207, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 411, 4: 127, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1870286576168929, 2: 0.0, 3: 0.6199095022624435, 4: 0.19155354449472098, 5: 0.0015082956259426848}, 'edge_length_total': 192295.1930000006, 'edge_length_avg': 105.59867819879221, 'street_length_total': 97099.71999999997, 'street_length_avg': 105.88846237731731, 'street_segments_count': 917, 'node_density_km': 47.31417002723852, 'intersection_density_km': 38.46506432078667, 'edge_density_km': 13722.907174996493, 'street_density_km': 6929.400696345779, 'circuity_avg': 1.0378911980194458, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0378911980194458\n", - "953\n", - "12008446.264296552\n", - "{'n': 2810, 'm': 7150, 'k_avg': 5.088967971530249, 'intersection_count': 2324, 'streets_per_node_avg': 2.8092526690391457, 'streets_per_node_counts': {0: 0, 1: 486, 2: 5, 3: 1909, 4: 384, 5: 21, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17295373665480426, 2: 0.0017793594306049821, 3: 0.6793594306049822, 4: 0.13665480427046264, 5: 0.007473309608540925, 6: 0.0017793594306049821}, 'edge_length_total': 405845.39099999843, 'edge_length_avg': 56.761593146852924, 'street_length_total': 216239.1879999991, 'street_length_avg': 55.84689772727249, 'street_segments_count': 3872, 'node_density_km': 234.00196313112355, 'intersection_density_km': 193.530449223036, 'edge_density_km': 33796.66128886763, 'street_density_km': 18007.257828427002, 'circuity_avg': 1.0939978517847535, 'self_loop_proportion': 0.0044755244755244755, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0939978517847535\n", - "954\n", - "11011383.304838356\n", - "{'n': 263, 'm': 686, 'k_avg': 5.216730038022813, 'intersection_count': 213, 'streets_per_node_avg': 2.7072243346007605, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 190, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19011406844106463, 2: 0.0, 3: 0.7224334600760456, 4: 0.08745247148288973}, 'edge_length_total': 110815.82200000004, 'edge_length_avg': 161.5390991253645, 'street_length_total': 55407.91099999998, 'street_length_avg': 161.53909912536437, 'street_segments_count': 343, 'node_density_km': 23.8843742624452, 'intersection_density_km': 19.34361869924269, 'edge_density_km': 10063.751204747185, 'street_density_km': 5031.875602373589, 'circuity_avg': 1.0588973428880084, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0588973428880084\n", - "955\n", - "469618990.01615435\n", - "error with entry 955\n", - "956\n", - "15009866.739582535\n", - "{'n': 610, 'm': 1311, 'k_avg': 4.298360655737705, 'intersection_count': 361, 'streets_per_node_avg': 2.2016393442622952, 'streets_per_node_counts': {0: 0, 1: 249, 2: 0, 3: 350, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4081967213114754, 2: 0.0, 3: 0.5737704918032787, 4: 0.018032786885245903}, 'edge_length_total': 143108.347, 'edge_length_avg': 109.15968497330283, 'street_length_total': 71591.9599999999, 'street_length_avg': 109.13408536585351, 'street_segments_count': 656, 'node_density_km': 40.63993442335956, 'intersection_density_km': 24.050846437430824, 'edge_density_km': 9534.284979533419, 'street_density_km': 4769.6599338357, 'circuity_avg': 1.0598447829161566, 'self_loop_proportion': 0.0015255530129672007, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0598447829161566\n", - "957\n", - "9007535.031384865\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 172, 'm': 490, 'k_avg': 5.6976744186046515, 'intersection_count': 153, 'streets_per_node_avg': 2.9127906976744184, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 130, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11046511627906977, 2: 0.0, 3: 0.7558139534883721, 4: 0.13372093023255813}, 'edge_length_total': 66288.52999999997, 'edge_length_avg': 135.28271428571423, 'street_length_total': 33331.59800000002, 'street_length_avg': 134.40160483870974, 'street_segments_count': 248, 'node_density_km': 19.095124182221006, 'intersection_density_km': 16.985779069068688, 'edge_density_km': 7359.230884923733, 'street_density_km': 3700.4128081504055, 'circuity_avg': 1.0514516038978545, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0514516038978545\n", - "958\n", - "5001452.673049685\n", - "{'n': 325, 'm': 768, 'k_avg': 4.726153846153847, 'intersection_count': 236, 'streets_per_node_avg': 2.56, 'streets_per_node_counts': {0: 0, 1: 89, 2: 1, 3: 200, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27384615384615385, 2: 0.003076923076923077, 3: 0.6153846153846154, 4: 0.10461538461538461, 5: 0.003076923076923077}, 'edge_length_total': 75696.27800000003, 'edge_length_avg': 98.56286197916671, 'street_length_total': 38809.886, 'street_length_avg': 97.51227638190954, 'street_segments_count': 398, 'node_density_km': 64.98112073543386, 'intersection_density_km': 47.186290749422746, 'edge_density_km': 15134.858399818364, 'street_density_km': 7759.722731982844, 'circuity_avg': 1.147024890067607, 'self_loop_proportion': 0.0078125, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.147024890067607\n", - "959\n", - "8002526.441963923\n", - "{'n': 498, 'm': 1223, 'k_avg': 4.911646586345381, 'intersection_count': 376, 'streets_per_node_avg': 2.5823293172690764, 'streets_per_node_counts': {0: 0, 1: 122, 2: 0, 3: 341, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24497991967871485, 2: 0.0, 3: 0.6847389558232931, 4: 0.06827309236947791, 5: 0.002008032128514056}, 'edge_length_total': 135734.64000000004, 'edge_length_avg': 110.98498773507771, 'street_length_total': 68907.52999999994, 'street_length_avg': 109.72536624203812, 'street_segments_count': 628, 'node_density_km': 62.23034732988454, 'intersection_density_km': 46.985161839430894, 'edge_density_km': 16961.4734777045, 'street_density_km': 8610.721938844246, 'circuity_avg': 1.0672556485712434, 'self_loop_proportion': 0.004905968928863451, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0672556485712434\n", - "960\n", - "12010824.74425299\n", - "{'n': 387, 'm': 969, 'k_avg': 5.007751937984496, 'intersection_count': 279, 'streets_per_node_avg': 2.5555555555555554, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 235, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27906976744186046, 2: 0.0, 3: 0.6072351421188631, 4: 0.11369509043927649}, 'edge_length_total': 115311.7449999999, 'edge_length_avg': 119.00076883384922, 'street_length_total': 57682.765999999996, 'street_length_avg': 118.68881893004114, 'street_segments_count': 486, 'node_density_km': 32.220934718506655, 'intersection_density_km': 23.229045959853632, 'edge_density_km': 9600.65170005706, 'street_density_km': 4802.564955216783, 'circuity_avg': 1.0793210982538677, 'self_loop_proportion': 0.0020639834881320948, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0793210982538677\n", - "961\n", - "58082291.724657096\n", - "{'n': 8281, 'm': 22496, 'k_avg': 5.433160246347059, 'intersection_count': 6680, 'streets_per_node_avg': 2.8026808356478687, 'streets_per_node_counts': {0: 0, 1: 1601, 2: 0, 3: 5151, 4: 1493, 5: 33, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19333413838908345, 2: 0.0, 3: 0.6220263253230286, 4: 0.18029223523729018, 5: 0.003985025963047941, 6: 0.00036227508754981284}, 'edge_length_total': 1603137.978000004, 'edge_length_avg': 71.26324582147956, 'street_length_total': 818977.0049999933, 'street_length_avg': 71.07324524863259, 'street_segments_count': 11523, 'node_density_km': 142.57357542392822, 'intersection_density_km': 115.00923606229205, 'edge_density_km': 27601.148825183835, 'street_density_km': 14100.287379885203, 'circuity_avg': 1.0656356103811964, 'self_loop_proportion': 0.0024893314366998577, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0656356103811964\n", - "962\n", - "8005762.716165529\n", - "{'n': 715, 'm': 1730, 'k_avg': 4.839160839160839, 'intersection_count': 478, 'streets_per_node_avg': 2.4657342657342656, 'streets_per_node_counts': {0: 0, 1: 237, 2: 1, 3: 385, 4: 91, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33146853146853145, 2: 0.0013986013986013986, 3: 0.5384615384615384, 4: 0.12727272727272726, 5: 0.0013986013986013986}, 'edge_length_total': 81924.72599999988, 'edge_length_avg': 47.355332947976805, 'street_length_total': 41023.977000000006, 'street_length_avg': 47.262646313364066, 'street_segments_count': 868, 'node_density_km': 89.31066599766264, 'intersection_density_km': 59.70699069494089, 'edge_density_km': 10233.219357672751, 'street_density_km': 5124.305884954957, 'circuity_avg': 1.0791206297672256, 'self_loop_proportion': 0.0023121387283236996, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0791206297672256\n", - "963\n", - "7006998.195172451\n", - "{'n': 107, 'm': 308, 'k_avg': 5.757009345794392, 'intersection_count': 95, 'streets_per_node_avg': 2.9906542056074765, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 72, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11214953271028037, 2: 0.0, 3: 0.6728971962616822, 4: 0.21495327102803738}, 'edge_length_total': 69191.55399999999, 'edge_length_avg': 224.64790259740255, 'street_length_total': 34595.77699999999, 'street_length_avg': 224.64790259740252, 'street_segments_count': 154, 'node_density_km': 15.27044777515696, 'intersection_density_km': 13.557874192896366, 'edge_density_km': 9874.635624663108, 'street_density_km': 4937.317812331553, 'circuity_avg': 1.0697881395763418, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0697881395763418\n", - "964\n", - "9007803.426386517\n", - "{'n': 31, 'm': 66, 'k_avg': 4.258064516129032, 'intersection_count': 21, 'streets_per_node_avg': 2.3870967741935485, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 20, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3225806451612903, 2: 0.0, 3: 0.6451612903225806, 4: 0.03225806451612903}, 'edge_length_total': 20384.578000000005, 'edge_length_avg': 308.8572424242425, 'street_length_total': 10192.289, 'street_length_avg': 308.85724242424243, 'street_segments_count': 33, 'node_density_km': 3.4414605351169016, 'intersection_density_km': 2.331311975401772, 'edge_density_km': 2262.9909907100723, 'street_density_km': 1131.495495355036, 'circuity_avg': 1.1398600104684222, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1398600104684222\n", - "965\n", - "42039831.027110256\n", - "{'n': 3690, 'm': 9041, 'k_avg': 4.900271002710027, 'intersection_count': 2812, 'streets_per_node_avg': 2.637669376693767, 'streets_per_node_counts': {0: 0, 1: 878, 2: 10, 3: 2385, 4: 406, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23794037940379403, 2: 0.0027100271002710027, 3: 0.6463414634146342, 4: 0.11002710027100271, 5: 0.0027100271002710027, 6: 0.00027100271002710027}, 'edge_length_total': 821633.5629999961, 'edge_length_avg': 90.87861552925519, 'street_length_total': 435707.40999999974, 'street_length_avg': 91.53517016806717, 'street_segments_count': 4760, 'node_density_km': 87.77390179376381, 'intersection_density_km': 66.88894629920429, 'edge_density_km': 19544.169016049298, 'street_density_km': 10364.157023348282, 'circuity_avg': 1.0815779432132309, 'self_loop_proportion': 0.004203074881097224, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0815779432132309\n", - "966\n", - "30012196.623974513\n", - "{'n': 984, 'm': 2190, 'k_avg': 4.451219512195122, 'intersection_count': 640, 'streets_per_node_avg': 2.345528455284553, 'streets_per_node_counts': {0: 0, 1: 344, 2: 0, 3: 596, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34959349593495936, 2: 0.0, 3: 0.6056910569105691, 4: 0.044715447154471545}, 'edge_length_total': 333384.3920000009, 'edge_length_avg': 152.23031598173557, 'street_length_total': 166722.9420000001, 'street_length_avg': 152.1194726277373, 'street_segments_count': 1096, 'node_density_km': 32.78667044364075, 'intersection_density_km': 21.324663703180978, 'edge_density_km': 11108.29694263981, 'street_density_km': 5555.172921492109, 'circuity_avg': 1.0830531971425967, 'self_loop_proportion': 0.0009132420091324201, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0830531971425967\n", - "967\n", - "166129031.8395105\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 6834, 'm': 18466, 'k_avg': 5.404155692127597, 'intersection_count': 5662, 'streets_per_node_avg': 2.826455955516535, 'streets_per_node_counts': {0: 0, 1: 1172, 2: 0, 3: 4521, 4: 1125, 5: 15, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17149546385718467, 2: 0.0, 3: 0.6615452151009658, 4: 0.1646180860403863, 5: 0.0021949078138718174, 6: 0.0001463271875914545}, 'edge_length_total': 2155963.7150000045, 'edge_length_avg': 116.75315255063384, 'street_length_total': 1114141.688000001, 'street_length_avg': 116.25017612687823, 'street_segments_count': 9584, 'node_density_km': 41.13669913276812, 'intersection_density_km': 34.08194183344061, 'edge_density_km': 12977.64569580337, 'street_density_km': 6706.483964081132, 'circuity_avg': 1.068725550735255, 'self_loop_proportion': 0.0029242932957868517, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068725550735255\n", - "968\n", - "906043986.592689\n", - "error with entry 968\n", - "969\n", - "233339097.3956541\n", - "{'n': 48022, 'm': 133331, 'k_avg': 5.552913248094623, 'intersection_count': 39745, 'streets_per_node_avg': 2.8792844946066385, 'streets_per_node_counts': {0: 0, 1: 8277, 2: 41, 3: 29374, 4: 9908, 5: 381, 6: 38, 7: 2, 8: 0, 9: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17235850235308817, 2: 0.0008537753529632251, 3: 0.6116779809254091, 4: 0.2063221023697472, 5: 0.007933863645828996, 6: 0.0007913039856732331, 7: 4.164757819332806e-05, 8: 0.0, 9: 2.082378909666403e-05}, 'edge_length_total': 7609586.825999928, 'edge_length_avg': 57.07289997074895, 'street_length_total': 3908016.4760000124, 'street_length_avg': 56.79513546193103, 'street_segments_count': 68809, 'node_density_km': 205.80348743945385, 'intersection_density_km': 170.33150656534698, 'edge_density_km': 32611.709357463445, 'street_density_km': 16748.228306435536, 'circuity_avg': 1.066407718058151, 'self_loop_proportion': 0.0023625413444735284, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066407718058151\n", - "970\n", - "24008199.498403363\n", - "{'n': 753, 'm': 1973, 'k_avg': 5.240371845949535, 'intersection_count': 611, 'streets_per_node_avg': 2.735723771580345, 'streets_per_node_counts': {0: 0, 1: 142, 2: 1, 3: 524, 4: 86}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18857901726427623, 2: 0.0013280212483399733, 3: 0.6958831341301461, 4: 0.11420982735723771}, 'edge_length_total': 279726.07300000027, 'edge_length_avg': 141.77702635580349, 'street_length_total': 140921.13400000008, 'street_length_avg': 140.49963509471593, 'street_segments_count': 1003, 'node_density_km': 31.36428452496312, 'intersection_density_km': 25.44963857204843, 'edge_density_km': 11651.27243376177, 'street_density_km': 5869.708555586264, 'circuity_avg': 1.062507014289693, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062507014289693\n", - "971\n", - "13008600.651608324\n", - "{'n': 2633, 'm': 7260, 'k_avg': 5.514622104063806, 'intersection_count': 2168, 'streets_per_node_avg': 2.8222559817698443, 'streets_per_node_counts': {0: 0, 1: 465, 2: 0, 3: 1732, 4: 414, 5: 18, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17660463349791114, 2: 0.0, 3: 0.6578047854158754, 4: 0.15723509304975314, 5: 0.006836308393467528, 6: 0.0015191796429927839}, 'edge_length_total': 449700.83999999875, 'edge_length_avg': 61.942264462809746, 'street_length_total': 227105.4010000004, 'street_length_avg': 62.08458201202854, 'street_segments_count': 3658, 'node_density_km': 202.4045529965952, 'intersection_density_km': 166.65897109632297, 'edge_density_km': 34569.50152008854, 'street_density_km': 17458.09615363372, 'circuity_avg': 1.068232648825322, 'self_loop_proportion': 0.0027548209366391185, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068232648825322\n", - "972\n", - "12016282.633214567\n", - "{'n': 801, 'm': 2136, 'k_avg': 5.333333333333333, 'intersection_count': 666, 'streets_per_node_avg': 2.8202247191011236, 'streets_per_node_counts': {0: 0, 1: 135, 2: 0, 3: 545, 4: 116, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16853932584269662, 2: 0.0, 3: 0.6803995006242197, 4: 0.14481897627965043, 5: 0.006242197253433208}, 'edge_length_total': 182342.16300000012, 'edge_length_avg': 85.36618117977534, 'street_length_total': 92255.70200000003, 'street_length_avg': 83.79264486830158, 'street_segments_count': 1101, 'node_density_km': 66.6595505823017, 'intersection_density_km': 55.42479486618344, 'edge_density_km': 15174.590059656442, 'street_density_km': 7677.557595474101, 'circuity_avg': 1.0746207366107703, 'self_loop_proportion': 0.0056179775280898875, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0746207366107703\n", - "973\n", - "16020589.971991614\n", - "{'n': 302, 'm': 809, 'k_avg': 5.357615894039735, 'intersection_count': 256, 'streets_per_node_avg': 2.794701986754967, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 228, 4: 26, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.152317880794702, 2: 0.0, 3: 0.7549668874172185, 4: 0.08609271523178808, 5: 0.006622516556291391}, 'edge_length_total': 146210.7709999999, 'edge_length_avg': 180.73024845488243, 'street_length_total': 73443.72999999992, 'street_length_avg': 177.40031400966166, 'street_segments_count': 414, 'node_density_km': 18.850741485050108, 'intersection_density_km': 15.9794364906385, 'edge_density_km': 9126.428630631983, 'street_density_km': 4584.333668635158, 'circuity_avg': 1.069293978111179, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069293978111179\n", - "974\n", - "5004007.660076996\n", - "{'n': 89, 'm': 250, 'k_avg': 5.617977528089888, 'intersection_count': 79, 'streets_per_node_avg': 2.9101123595505616, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 67, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11235955056179775, 2: 0.0, 3: 0.7528089887640449, 4: 0.1348314606741573}, 'edge_length_total': 49141.69999999998, 'edge_length_avg': 196.56679999999994, 'street_length_total': 24570.850000000002, 'street_length_avg': 196.56680000000003, 'street_segments_count': 125, 'node_density_km': 17.785744156640753, 'intersection_density_km': 15.787345936793477, 'edge_density_km': 9820.468580026882, 'street_density_km': 4910.234290013444, 'circuity_avg': 1.0854430602626692, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0854430602626692\n", - "975\n", - "24030151.86325835\n", - "{'n': 1408, 'm': 3870, 'k_avg': 5.497159090909091, 'intersection_count': 1191, 'streets_per_node_avg': 2.8338068181818183, 'streets_per_node_counts': {0: 0, 1: 217, 2: 0, 3: 992, 4: 198, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15411931818181818, 2: 0.0, 3: 0.7045454545454546, 4: 0.140625, 5: 0.0007102272727272727}, 'edge_length_total': 421492.2590000006, 'edge_length_avg': 108.91272842377276, 'street_length_total': 213383.06000000032, 'street_length_avg': 109.03579969340844, 'street_segments_count': 1957, 'node_density_km': 58.593054592917724, 'intersection_density_km': 49.56273296886719, 'edge_density_km': 17540.141294090376, 'street_density_km': 8879.804889051034, 'circuity_avg': 1.0448208941211803, 'self_loop_proportion': 0.0031007751937984496, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0448208941211803\n", - "976\n", - "6001732.133690255\n", - "{'n': 321, 'm': 746, 'k_avg': 4.64797507788162, 'intersection_count': 227, 'streets_per_node_avg': 2.467289719626168, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 210, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29283489096573206, 2: 0.0, 3: 0.6542056074766355, 4: 0.0529595015576324}, 'edge_length_total': 88205.13599999997, 'edge_length_avg': 118.23744772117958, 'street_length_total': 44329.582000000024, 'street_length_avg': 117.89782446808518, 'street_segments_count': 376, 'node_density_km': 53.484559598735096, 'intersection_density_km': 37.822414420289306, 'edge_density_km': 14696.613250176115, 'street_density_km': 7386.131372168274, 'circuity_avg': 1.0779145493856415, 'self_loop_proportion': 0.002680965147453083, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0779145493856415\n", - "977\n", - "13008937.165228324\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 473, 'm': 1226, 'k_avg': 5.1839323467230445, 'intersection_count': 377, 'streets_per_node_avg': 2.7674418604651163, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 300, 4: 73, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2029598308668076, 2: 0.0, 3: 0.6342494714587738, 4: 0.1543340380549683, 5: 0.006342494714587738, 6: 0.0021141649048625794}, 'edge_length_total': 96716.29800000004, 'edge_length_avg': 78.88768189233282, 'street_length_total': 49450.945999999996, 'street_length_avg': 78.6183561208267, 'street_segments_count': 629, 'node_density_km': 36.359619082816764, 'intersection_density_km': 28.980076943386724, 'edge_density_km': 7434.604131882017, 'street_density_km': 3801.305623350827, 'circuity_avg': 1.065569632747105, 'self_loop_proportion': 0.0032626427406199023, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065569632747105\n", - "978\n", - "11009292.729416143\n", - "{'n': 381, 'm': 1026, 'k_avg': 5.3858267716535435, 'intersection_count': 311, 'streets_per_node_avg': 2.779527559055118, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 255, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1837270341207349, 2: 0.0, 3: 0.6692913385826772, 4: 0.14698162729658792}, 'edge_length_total': 117003.22799999983, 'edge_length_avg': 114.03823391812848, 'street_length_total': 58501.61399999993, 'street_length_avg': 114.03823391812851, 'street_segments_count': 513, 'node_density_km': 34.607127756898656, 'intersection_density_km': 28.248862814686305, 'edge_density_km': 10627.678895972536, 'street_density_km': 5313.839447986269, 'circuity_avg': 1.0303702952496967, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0303702952496967\n", - "979\n", - "14019554.374306757\n", - "{'n': 662, 'm': 1720, 'k_avg': 5.196374622356496, 'intersection_count': 549, 'streets_per_node_avg': 2.7386706948640485, 'streets_per_node_counts': {0: 0, 1: 113, 2: 0, 3: 496, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17069486404833836, 2: 0.0, 3: 0.7492447129909365, 4: 0.08006042296072508}, 'edge_length_total': 204737.62699999966, 'edge_length_avg': 119.03350406976725, 'street_length_total': 103364.22600000001, 'street_length_avg': 117.7269088838269, 'street_segments_count': 878, 'node_density_km': 47.219760509166306, 'intersection_density_km': 39.15958990865907, 'edge_density_km': 14603.718601442606, 'street_density_km': 7372.861022560939, 'circuity_avg': 1.0656320500168839, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0656320500168839\n", - "980\n", - "9006527.775031539\n", - "{'n': 287, 'm': 636, 'k_avg': 4.43205574912892, 'intersection_count': 185, 'streets_per_node_avg': 2.35191637630662, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 167, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3554006968641115, 2: 0.0, 3: 0.5818815331010453, 4: 0.0627177700348432}, 'edge_length_total': 87268.73400000008, 'edge_length_avg': 137.21499056603787, 'street_length_total': 43743.928000000014, 'street_length_avg': 136.2739190031153, 'street_segments_count': 321, 'node_density_km': 31.86577637562384, 'intersection_density_km': 20.540657245611186, 'edge_density_km': 9689.498126229282, 'street_density_km': 4856.913684457808, 'circuity_avg': 1.065842751767753, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065842751767753\n", - "981\n", - "6004096.9056483535\n", - "{'n': 136, 'm': 300, 'k_avg': 4.411764705882353, 'intersection_count': 92, 'streets_per_node_avg': 2.389705882352941, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 87, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3235294117647059, 2: 0.0, 3: 0.6397058823529411, 4: 0.03676470588235294}, 'edge_length_total': 39358.64399999997, 'edge_length_avg': 131.1954799999999, 'street_length_total': 19679.321999999993, 'street_length_avg': 131.19547999999995, 'street_segments_count': 150, 'node_density_km': 22.651200028443583, 'intersection_density_km': 15.32287060747654, 'edge_density_km': 6555.297927149266, 'street_density_km': 3277.6489635746343, 'circuity_avg': 1.0571677336453373, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571677336453373\n", - "982\n", - "17012567.791775253\n", - "{'n': 574, 'm': 1595, 'k_avg': 5.557491289198606, 'intersection_count': 485, 'streets_per_node_avg': 2.8780487804878048, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 377, 4: 108}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15505226480836237, 2: 0.0, 3: 0.6567944250871081, 4: 0.18815331010452963}, 'edge_length_total': 247561.4570000003, 'edge_length_avg': 155.2109448275864, 'street_length_total': 124045.61300000014, 'street_length_avg': 154.4777247820674, 'street_segments_count': 803, 'node_density_km': 33.739762687529215, 'intersection_density_km': 28.50833606873113, 'edge_density_km': 14551.680853238637, 'street_density_km': 7291.410357228387, 'circuity_avg': 1.0474009756423983, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0474009756423983\n", - "983\n", - "20020042.840367418\n", - "{'n': 701, 'm': 1866, 'k_avg': 5.323823109843081, 'intersection_count': 574, 'streets_per_node_avg': 2.780313837375178, 'streets_per_node_counts': {0: 0, 1: 127, 2: 0, 3: 475, 4: 98, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.181169757489301, 2: 0.0, 3: 0.6776034236804565, 4: 0.1398002853067047, 5: 0.0014265335235378032}, 'edge_length_total': 218982.24999999994, 'edge_length_avg': 117.35383172561626, 'street_length_total': 114938.4909999999, 'street_length_avg': 119.23079979253103, 'street_segments_count': 964, 'node_density_km': 35.014910087332005, 'intersection_density_km': 28.671267318300387, 'edge_density_km': 10938.150919360425, 'street_density_km': 5741.171081224845, 'circuity_avg': 1.076522438644488, 'self_loop_proportion': 0.003215434083601286, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.076522438644488\n", - "984\n", - "28009807.051854692\n", - "{'n': 4864, 'm': 10862, 'k_avg': 4.4662828947368425, 'intersection_count': 3003, 'streets_per_node_avg': 2.3108552631578947, 'streets_per_node_counts': {0: 0, 1: 1861, 2: 1, 3: 2638, 4: 357, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38260690789473684, 2: 0.00020559210526315788, 3: 0.5423519736842105, 4: 0.07339638157894737, 5: 0.0014391447368421052}, 'edge_length_total': 584054.4649999989, 'edge_length_avg': 53.77043500276182, 'street_length_total': 294844.58699999994, 'street_length_avg': 53.19224012267724, 'street_segments_count': 5543, 'node_density_km': 173.65346326717827, 'intersection_density_km': 107.21244864131093, 'edge_density_km': 20851.78465952072, 'street_density_km': 10526.47690339861, 'circuity_avg': 1.0716647504206356, 'self_loop_proportion': 0.0017492174553489228, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0716647504206356\n", - "985\n", - "24010062.052155994\n", - "{'n': 3510, 'm': 7690, 'k_avg': 4.381766381766382, 'intersection_count': 2083, 'streets_per_node_avg': 2.2555555555555555, 'streets_per_node_counts': {0: 0, 1: 1427, 2: 0, 3: 1846, 4: 234, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.40655270655270653, 2: 0.0, 3: 0.5259259259259259, 4: 0.06666666666666667, 5: 0.0005698005698005698, 6: 0.0002849002849002849}, 'edge_length_total': 450367.5079999999, 'edge_length_avg': 58.5653456436931, 'street_length_total': 226711.16399999938, 'street_length_avg': 58.35551196911181, 'street_segments_count': 3885, 'node_density_km': 146.18871006561258, 'intersection_density_km': 86.7552943209889, 'edge_density_km': 18757.448732189303, 'street_density_km': 9442.33977852805, 'circuity_avg': 1.0471717949967774, 'self_loop_proportion': 0.002080624187256177, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0471717949967774\n", - "986\n", - "52028096.04503483\n", - "error with entry 986\n", - "987\n", - "70069601.88933955\n", - "{'n': 7799, 'm': 20353, 'k_avg': 5.219387100910373, 'intersection_count': 6365, 'streets_per_node_avg': 2.76791896396974, 'streets_per_node_counts': {0: 0, 1: 1434, 2: 42, 3: 5243, 4: 1061, 5: 18, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18386972688806258, 2: 0.005385305808436979, 3: 0.6722656750865496, 4: 0.13604308244646748, 5: 0.002307988203615848, 6: 0.00012822156686754713}, 'edge_length_total': 1518418.8460000015, 'edge_length_avg': 74.60417854861699, 'street_length_total': 798256.9860000005, 'street_length_avg': 74.582545641409, 'street_segments_count': 10703, 'node_density_km': 111.30361511568037, 'intersection_density_km': 90.83824980270619, 'edge_density_km': 21670.150893650432, 'street_density_km': 11392.34367651585, 'circuity_avg': 1.0662393559367354, 'self_loop_proportion': 0.002358374686778362, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0662393559367354\n", - "988\n", - "47015003.220078275\n", - "error with entry 988\n", - "989\n", - "14013529.481762558\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 261, 'm': 736, 'k_avg': 5.639846743295019, 'intersection_count': 212, 'streets_per_node_avg': 2.8850574712643677, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 146, 4: 64, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18773946360153257, 2: 0.0, 3: 0.5593869731800766, 4: 0.24521072796934865, 5: 0.007662835249042145}, 'edge_length_total': 131661.26199999993, 'edge_length_avg': 178.88758423913035, 'street_length_total': 65830.63100000001, 'street_length_avg': 178.88758423913046, 'street_segments_count': 368, 'node_density_km': 18.624858237153585, 'intersection_density_km': 15.128237342055785, 'edge_density_km': 9395.296322125421, 'street_density_km': 4697.648161062713, 'circuity_avg': 1.035279886296116, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035279886296116\n", - "990\n", - "28011145.81506264\n", - "{'n': 1158, 'm': 3023, 'k_avg': 5.2210708117443865, 'intersection_count': 894, 'streets_per_node_avg': 2.658894645941278, 'streets_per_node_counts': {0: 0, 1: 264, 2: 0, 3: 762, 4: 131, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22797927461139897, 2: 0.0, 3: 0.6580310880829016, 4: 0.11312607944732297, 5: 0.0008635578583765112}, 'edge_length_total': 419981.0800000019, 'edge_length_avg': 138.9285742639768, 'street_length_total': 210195.2830000002, 'street_length_avg': 138.65124208443285, 'street_segments_count': 1516, 'node_density_km': 41.34068658402757, 'intersection_density_km': 31.91586684466377, 'edge_density_km': 14993.35595811873, 'street_density_km': 7503.987319468037, 'circuity_avg': 1.042901686236206, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042901686236206\n", - "991\n", - "10007043.501136025\n", - "{'n': 116, 'm': 318, 'k_avg': 5.482758620689655, 'intersection_count': 98, 'streets_per_node_avg': 2.8620689655172415, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 78, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15517241379310345, 2: 0.0, 3: 0.6724137931034483, 4: 0.1724137931034483}, 'edge_length_total': 88095.66800000008, 'edge_length_avg': 277.0304025157235, 'street_length_total': 44047.834, 'street_length_avg': 277.03040251572327, 'street_segments_count': 159, 'node_density_km': 11.591835289496982, 'intersection_density_km': 9.793102227333657, 'edge_density_km': 8803.366148053543, 'street_density_km': 4401.683074026768, 'circuity_avg': 1.0777859492649613, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0777859492649613\n", - "992\n", - "5005693.113320989\n", - "{'n': 147, 'm': 410, 'k_avg': 5.578231292517007, 'intersection_count': 128, 'streets_per_node_avg': 2.8503401360544216, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 112, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1292517006802721, 2: 0.0, 3: 0.7619047619047619, 4: 0.10884353741496598}, 'edge_length_total': 57802.45800000001, 'edge_length_avg': 140.9816048780488, 'street_length_total': 28901.22900000001, 'street_length_avg': 140.98160487804884, 'street_segments_count': 205, 'node_density_km': 29.366562566292437, 'intersection_density_km': 25.570884411465524, 'edge_density_km': 11547.343532942117, 'street_density_km': 5773.6717664710595, 'circuity_avg': 1.0748750205616726, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0748750205616726\n", - "993\n", - "22011551.910089713\n", - "{'n': 1114, 'm': 2785, 'k_avg': 5.0, 'intersection_count': 819, 'streets_per_node_avg': 2.616696588868941, 'streets_per_node_counts': {0: 0, 1: 295, 2: 2, 3: 659, 4: 155, 5: 1, 6: 1, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26481149012567323, 2: 0.0017953321364452424, 3: 0.5915619389587073, 4: 0.13913824057450627, 5: 0.0008976660682226212, 6: 0.0008976660682226212, 7: 0.0, 8: 0.0008976660682226212}, 'edge_length_total': 257373.27200000008, 'edge_length_avg': 92.41410125673252, 'street_length_total': 130135.28500000003, 'street_length_avg': 91.64456690140847, 'street_segments_count': 1420, 'node_density_km': 50.6097891030283, 'intersection_density_km': 37.20773543570932, 'edge_density_km': 11692.64543687284, 'street_density_km': 5912.135842650345, 'circuity_avg': 1.0755950508763779, 'self_loop_proportion': 0.001436265709156194, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0755950508763779\n", - "994\n", - "16007676.091673415\n", - "{'n': 611, 'm': 1562, 'k_avg': 5.112929623567921, 'intersection_count': 483, 'streets_per_node_avg': 2.6661211129296234, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 432, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20949263502454993, 2: 0.0, 3: 0.707037643207856, 4: 0.08183306055646482, 5: 0.0016366612111292963}, 'edge_length_total': 204391.96699999992, 'edge_length_avg': 130.85273175416128, 'street_length_total': 102713.4469999999, 'street_length_avg': 130.34701395939072, 'street_segments_count': 788, 'node_density_km': 38.169188113308905, 'intersection_density_km': 30.173024318704094, 'edge_density_km': 12768.372237761412, 'street_density_km': 6416.5120790660885, 'circuity_avg': 1.043702148688269, 'self_loop_proportion': 0.002560819462227913, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043702148688269\n", - "995\n", - "10003043.531931264\n", - "{'n': 176, 'm': 419, 'k_avg': 4.761363636363637, 'intersection_count': 139, 'streets_per_node_avg': 2.6363636363636362, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 129, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21022727272727273, 2: 0.0, 3: 0.7329545454545454, 4: 0.056818181818181816}, 'edge_length_total': 75647.71699999999, 'edge_length_avg': 180.54347732696894, 'street_length_total': 38150.582, 'street_length_avg': 178.2737476635514, 'street_segments_count': 214, 'node_density_km': 17.59464501360818, 'intersection_density_km': 13.895770777792825, 'edge_density_km': 7562.470038095981, 'street_density_km': 3813.897428139489, 'circuity_avg': 1.044793174965973, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044793174965973\n", - "996\n", - "26030693.532032326\n", - "error with entry 996\n", - "997\n", - "10008574.427754877\n", - "{'n': 838, 'm': 2059, 'k_avg': 4.914081145584726, 'intersection_count': 623, 'streets_per_node_avg': 2.591885441527446, 'streets_per_node_counts': {0: 0, 1: 215, 2: 1, 3: 535, 4: 85, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.256563245823389, 2: 0.0011933174224343676, 3: 0.6384248210023866, 4: 0.10143198090692124, 5: 0.002386634844868735}, 'edge_length_total': 181094.40999999992, 'edge_length_avg': 87.95260320543949, 'street_length_total': 92682.68700000005, 'street_length_avg': 87.27183333333338, 'street_segments_count': 1062, 'node_density_km': 83.72820785307185, 'intersection_density_km': 62.24662707931237, 'edge_density_km': 18093.92649344798, 'street_density_km': 9260.328498230554, 'circuity_avg': 1.0956423743581247, 'self_loop_proportion': 0.001942690626517727, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0956423743581247\n", - "998\n", - "8003402.00588458\n", - "{'n': 563, 'm': 1304, 'k_avg': 4.632326820603907, 'intersection_count': 404, 'streets_per_node_avg': 2.4689165186500888, 'streets_per_node_counts': {0: 0, 1: 159, 2: 1, 3: 384, 4: 18, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2824156305506217, 2: 0.0017761989342806395, 3: 0.6820603907637656, 4: 0.03197158081705151, 5: 0.0017761989342806395}, 'edge_length_total': 126292.03000000007, 'edge_length_avg': 96.84971625766876, 'street_length_total': 63643.07000000005, 'street_length_avg': 95.99256410256417, 'street_segments_count': 663, 'node_density_km': 70.34508570056191, 'intersection_density_km': 50.478533966300205, 'edge_density_km': 15779.793381257445, 'street_density_km': 7952.002155234218, 'circuity_avg': 1.0914439310315793, 'self_loop_proportion': 0.006134969325153374, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0914439310315793\n", - "999\n", - "7001519.905616175\n", - "{'n': 274, 'm': 572, 'k_avg': 4.175182481751825, 'intersection_count': 166, 'streets_per_node_avg': 2.2554744525547443, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 154, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.39416058394160586, 2: 0.0, 3: 0.5620437956204379, 4: 0.043795620437956206}, 'edge_length_total': 76578.60399999992, 'edge_length_avg': 133.8786783216782, 'street_length_total': 38289.30200000002, 'street_length_avg': 133.8786783216784, 'street_segments_count': 286, 'node_density_km': 39.1343599237952, 'intersection_density_km': 23.709137764051107, 'edge_density_km': 10937.425735028393, 'street_density_km': 5468.712867514205, 'circuity_avg': 1.060435420235857, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060435420235857\n", - "1000\n", - "75028117.36144757\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 10309, 'm': 26388, 'k_avg': 5.11941022407605, 'intersection_count': 7480, 'streets_per_node_avg': 2.6518576001552043, 'streets_per_node_counts': {0: 0, 1: 2829, 2: 6, 3: 5430, 4: 2015, 5: 27, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2744204093510525, 2: 0.0005820157144242894, 3: 0.5267242215539819, 4: 0.19546027742749053, 5: 0.0026190707149093026, 6: 0.00019400523814142983}, 'edge_length_total': 1716633.2880000062, 'edge_length_avg': 65.05355798090065, 'street_length_total': 874580.4479999981, 'street_length_avg': 64.57804386029669, 'street_segments_count': 13543, 'node_density_km': 137.40182164423032, 'intersection_density_km': 99.69595750304033, 'edge_density_km': 22879.86622042153, 'street_density_km': 11656.70256374302, 'circuity_avg': 1.0622314957390666, 'self_loop_proportion': 0.0018948006669698347, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0622314957390666\n", - "1001\n", - "4004170.116799186\n", - "{'n': 196, 'm': 494, 'k_avg': 5.040816326530612, 'intersection_count': 156, 'streets_per_node_avg': 2.6581632653061225, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 143, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20408163265306123, 2: 0.0, 3: 0.7295918367346939, 4: 0.0663265306122449}, 'edge_length_total': 58768.987000000016, 'edge_length_avg': 118.96556072874498, 'street_length_total': 29662.873000000003, 'street_length_avg': 118.17877689243029, 'street_segments_count': 251, 'node_density_km': 48.94896927023584, 'intersection_density_km': 38.95938370488159, 'edge_density_km': 14676.945605642299, 'street_density_km': 7407.995198693411, 'circuity_avg': 1.0570400170065888, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0570400170065888\n", - "1002\n", - "13010424.906511592\n", - "{'n': 720, 'm': 1812, 'k_avg': 5.033333333333333, 'intersection_count': 558, 'streets_per_node_avg': 2.654166666666667, 'streets_per_node_counts': {0: 0, 1: 162, 2: 0, 3: 488, 4: 65, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.225, 2: 0.0, 3: 0.6777777777777778, 4: 0.09027777777777778, 5: 0.006944444444444444}, 'edge_length_total': 208802.18399999957, 'edge_length_avg': 115.23299337748321, 'street_length_total': 105124.55200000013, 'street_length_avg': 113.28076724137945, 'street_segments_count': 928, 'node_density_km': 55.340237169321576, 'intersection_density_km': 42.88868380622422, 'edge_density_km': 16048.836644489305, 'street_density_km': 8080.024499998175, 'circuity_avg': 1.1052713797687668, 'self_loop_proportion': 0.00772626931567329, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1052713797687668\n", - "1003\n", - "9008554.93670555\n", - "{'n': 693, 'm': 1842, 'k_avg': 5.316017316017316, 'intersection_count': 560, 'streets_per_node_avg': 2.7316017316017316, 'streets_per_node_counts': {0: 0, 1: 133, 2: 0, 3: 480, 4: 80}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1919191919191919, 2: 0.0, 3: 0.6926406926406926, 4: 0.11544011544011544}, 'edge_length_total': 169480.6190000001, 'edge_length_avg': 92.00902225841482, 'street_length_total': 84883.15999999999, 'street_length_avg': 91.76557837837836, 'street_segments_count': 925, 'node_density_km': 76.92687727044397, 'intersection_density_km': 62.163133147833506, 'edge_density_km': 18813.29693727544, 'street_density_km': 9422.505673372954, 'circuity_avg': 1.0760369407959511, 'self_loop_proportion': 0.006514657980456026, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0760369407959511\n", - "1004\n", - "10006936.573890235\n", - "{'n': 238, 'm': 582, 'k_avg': 4.890756302521009, 'intersection_count': 177, 'streets_per_node_avg': 2.5714285714285716, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 157, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25630252100840334, 2: 0.0, 3: 0.6596638655462185, 4: 0.08403361344537816}, 'edge_length_total': 87083.88800000008, 'edge_length_avg': 149.62867353951904, 'street_length_total': 43541.94400000002, 'street_length_avg': 149.62867353951896, 'street_segments_count': 291, 'node_density_km': 23.783502397824893, 'intersection_density_km': 17.687730774852966, 'edge_density_km': 8702.352348991244, 'street_density_km': 4351.17617449562, 'circuity_avg': 1.0688752119541056, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0688752119541056\n", - "1005\n", - "18005362.39857197\n", - "{'n': 573, 'm': 1355, 'k_avg': 4.729493891797556, 'intersection_count': 396, 'streets_per_node_avg': 2.4415357766143106, 'streets_per_node_counts': {0: 0, 1: 177, 2: 0, 3: 363, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3089005235602094, 2: 0.0, 3: 0.6335078534031413, 4: 0.055846422338568937, 5: 0.0017452006980802793}, 'edge_length_total': 200778.9009999999, 'edge_length_avg': 148.17631070110693, 'street_length_total': 101417.80800000006, 'street_length_avg': 148.05519416058402, 'street_segments_count': 685, 'node_density_km': 31.823852656553324, 'intersection_density_km': 21.99344790924104, 'edge_density_km': 11151.061364692328, 'street_density_km': 5632.644639690431, 'circuity_avg': 1.0602402464629648, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0602402464629648\n", - "1006\n", - "15016569.359016843\n", - "{'n': 369, 'm': 913, 'k_avg': 4.948509485094851, 'intersection_count': 289, 'streets_per_node_avg': 2.6178861788617884, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 270, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21680216802168023, 2: 0.0, 3: 0.7317073170731707, 4: 0.051490514905149054}, 'edge_length_total': 154191.8989999999, 'edge_length_avg': 168.8848838992332, 'street_length_total': 77281.429, 'street_length_avg': 167.27582034632036, 'street_segments_count': 462, 'node_density_km': 24.572856234865018, 'intersection_density_km': 19.245407728661217, 'edge_density_km': 10268.117524953454, 'street_density_km': 5146.410418541811, 'circuity_avg': 1.0490419264940607, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0490419264940607\n", - "1007\n", - "10005240.247535491\n", - "{'n': 342, 'm': 803, 'k_avg': 4.695906432748538, 'intersection_count': 239, 'streets_per_node_avg': 2.482456140350877, 'streets_per_node_counts': {0: 0, 1: 103, 2: 0, 3: 211, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30116959064327486, 2: 0.0, 3: 0.6169590643274854, 4: 0.07894736842105263, 5: 0.0029239766081871343}, 'edge_length_total': 107140.74699999996, 'edge_length_avg': 133.42558779576584, 'street_length_total': 53752.18999999999, 'street_length_avg': 133.38012406947888, 'street_segments_count': 403, 'node_density_km': 34.1820877398963, 'intersection_density_km': 23.88748236793923, 'edge_density_km': 10708.463200210615, 'street_density_km': 5372.40372746075, 'circuity_avg': 1.0776743111386622, 'self_loop_proportion': 0.007471980074719801, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0776743111386622\n", - "1008\n", - "7007006.489725355\n", - "{'n': 690, 'm': 1757, 'k_avg': 5.092753623188406, 'intersection_count': 521, 'streets_per_node_avg': 2.6202898550724636, 'streets_per_node_counts': {0: 0, 1: 169, 2: 0, 3: 448, 4: 71, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24492753623188407, 2: 0.0, 3: 0.6492753623188405, 4: 0.10289855072463767, 5: 0.0014492753623188406, 6: 0.0014492753623188406}, 'edge_length_total': 145924.69800000003, 'edge_length_avg': 83.053328400683, 'street_length_total': 73011.80399999999, 'street_length_avg': 83.06234812286688, 'street_segments_count': 879, 'node_density_km': 98.47286441246682, 'intersection_density_km': 74.35414834622495, 'edge_density_km': 20825.54058055677, 'street_density_km': 10419.828225799423, 'circuity_avg': 1.0519989470227615, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0519989470227615\n", - "1009\n", - "1000290.4888465113\n", - "{'n': 21, 'm': 46, 'k_avg': 4.380952380952381, 'intersection_count': 13, 'streets_per_node_avg': 2.4761904761904763, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 8, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38095238095238093, 2: 0.0, 3: 0.38095238095238093, 4: 0.23809523809523808}, 'edge_length_total': 6869.731999999999, 'edge_length_avg': 149.34199999999998, 'street_length_total': 3434.866, 'street_length_avg': 149.342, 'street_segments_count': 23, 'node_density_km': 20.993901505767816, 'intersection_density_km': 12.99622474166579, 'edge_density_km': 6867.736999001016, 'street_density_km': 3433.8684995005083, 'circuity_avg': 1.0023282937963567, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0023282937963567\n", - "1010\n", - "10008792.114383003\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 370, 'm': 913, 'k_avg': 4.935135135135135, 'intersection_count': 275, 'streets_per_node_avg': 2.67027027027027, 'streets_per_node_counts': {0: 0, 1: 95, 2: 1, 3: 205, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25675675675675674, 2: 0.002702702702702703, 3: 0.5540540540540541, 4: 0.1864864864864865}, 'edge_length_total': 102795.13499999986, 'edge_length_avg': 112.59050930996699, 'street_length_total': 54440.53499999996, 'street_length_avg': 112.2485257731958, 'street_segments_count': 485, 'node_density_km': 36.96749775313011, 'intersection_density_km': 27.47584292462373, 'edge_density_km': 10270.483573365409, 'street_density_km': 5439.271230518107, 'circuity_avg': 1.1032960320854268, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1032960320854268\n", - "1011\n", - "56015826.97139015\n", - "error with entry 1011\n", - "1012\n", - "5001512.930857598\n", - "{'n': 97, 'm': 264, 'k_avg': 5.443298969072165, 'intersection_count': 81, 'streets_per_node_avg': 2.8556701030927836, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 63, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16494845360824742, 2: 0.0, 3: 0.6494845360824743, 4: 0.18556701030927836}, 'edge_length_total': 48398.52800000001, 'edge_length_avg': 183.32775757575763, 'street_length_total': 24199.264000000006, 'street_length_avg': 183.32775757575763, 'street_segments_count': 132, 'node_density_km': 19.394131603968006, 'intersection_density_km': 16.195099586818646, 'edge_density_km': 9676.777540931245, 'street_density_km': 4838.388770465623, 'circuity_avg': 1.0342379051369177, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0342379051369177\n", - "1013\n", - "4004259.950436263\n", - "{'n': 353, 'm': 947, 'k_avg': 5.36543909348442, 'intersection_count': 293, 'streets_per_node_avg': 2.7960339943342776, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 245, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16997167138810199, 2: 0.0, 3: 0.6940509915014165, 4: 0.1359773371104816}, 'edge_length_total': 85444.38600000007, 'edge_length_avg': 90.22638437170018, 'street_length_total': 43027.43799999996, 'street_length_avg': 90.01556066945598, 'street_segments_count': 478, 'node_density_km': 88.15611483004263, 'intersection_density_km': 73.17207264929883, 'edge_density_km': 21338.371398862586, 'street_density_km': 10745.415765355625, 'circuity_avg': 1.0369368947627644, 'self_loop_proportion': 0.0021119324181626186, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0369368947627644\n", - "1014\n", - "12009180.791896127\n", - "{'n': 367, 'm': 864, 'k_avg': 4.708446866485014, 'intersection_count': 251, 'streets_per_node_avg': 2.444141689373297, 'streets_per_node_counts': {0: 0, 1: 116, 2: 0, 3: 223, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31607629427792916, 2: 0.0, 3: 0.6076294277929155, 4: 0.07629427792915532}, 'edge_length_total': 119250.86999999991, 'edge_length_avg': 138.02184027777767, 'street_length_total': 59625.43499999998, 'street_length_avg': 138.02184027777773, 'street_segments_count': 432, 'node_density_km': 30.5599529526322, 'intersection_density_km': 20.900676270056355, 'edge_density_km': 9929.97541351623, 'street_density_km': 4964.987706758117, 'circuity_avg': 1.0611180173391086, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0611180173391086\n", - "1015\n", - "13003664.103737473\n", - "{'n': 652, 'm': 1497, 'k_avg': 4.5920245398773005, 'intersection_count': 453, 'streets_per_node_avg': 2.4693251533742333, 'streets_per_node_counts': {0: 0, 1: 199, 2: 0, 3: 401, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3052147239263804, 2: 0.0, 3: 0.6150306748466258, 4: 0.07975460122699386}, 'edge_length_total': 167181.15199999968, 'edge_length_avg': 111.67745624582477, 'street_length_total': 83656.61099999999, 'street_length_avg': 111.39362316910784, 'street_segments_count': 751, 'node_density_km': 50.13971406817591, 'intersection_density_km': 34.83633508110995, 'edge_density_km': 12856.464967589325, 'street_density_km': 6433.310667872116, 'circuity_avg': 1.0631627028843464, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0631627028843464\n", - "1016\n", - "12003751.15028179\n", - "{'n': 1424, 'm': 3381, 'k_avg': 4.748595505617978, 'intersection_count': 933, 'streets_per_node_avg': 2.4353932584269664, 'streets_per_node_counts': {0: 0, 1: 491, 2: 0, 3: 756, 4: 176, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34480337078651685, 2: 0.0, 3: 0.5308988764044944, 4: 0.12359550561797752, 5: 0.0007022471910112359}, 'edge_length_total': 208951.78100000054, 'edge_length_avg': 61.80176900325363, 'street_length_total': 104943.42199999985, 'street_length_avg': 61.65888484136301, 'street_segments_count': 1702, 'node_density_km': 118.62958355035303, 'intersection_density_km': 77.72570326719058, 'edge_density_km': 17407.206995881064, 'street_density_km': 8742.552281045602, 'circuity_avg': 1.0635305674305897, 'self_loop_proportion': 0.0011830819284235432, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0635305674305897\n", - "1017\n", - "11004207.895297572\n", - "{'n': 265, 'm': 668, 'k_avg': 5.041509433962264, 'intersection_count': 216, 'streets_per_node_avg': 2.720754716981132, 'streets_per_node_counts': {0: 0, 1: 49, 2: 1, 3: 191, 4: 23, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18490566037735848, 2: 0.0037735849056603774, 3: 0.720754716981132, 4: 0.08679245283018867, 5: 0.0037735849056603774}, 'edge_length_total': 107321.16699999983, 'edge_length_avg': 160.6604296407183, 'street_length_total': 53712.57199999998, 'street_length_avg': 159.85884523809517, 'street_segments_count': 336, 'node_density_km': 24.08169697641231, 'intersection_density_km': 19.628854893981355, 'edge_density_km': 9752.73895414693, 'street_density_km': 4881.093897085766, 'circuity_avg': 1.0463494667917506, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0463494667917506\n", - "1018\n", - "10002434.260781124\n", - "{'n': 622, 'm': 1756, 'k_avg': 5.646302250803859, 'intersection_count': 532, 'streets_per_node_avg': 2.8842443729903535, 'streets_per_node_counts': {0: 0, 1: 90, 2: 2, 3: 422, 4: 106, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14469453376205788, 2: 0.003215434083601286, 3: 0.6784565916398714, 4: 0.17041800643086816, 5: 0.003215434083601286}, 'edge_length_total': 154245.23099999997, 'edge_length_avg': 87.83896981776763, 'street_length_total': 77253.84799999993, 'street_length_avg': 87.68881725312137, 'street_segments_count': 881, 'node_density_km': 62.184862582783516, 'intersection_density_km': 53.18705288431001, 'edge_density_km': 15420.769282612055, 'street_density_km': 7723.504697542187, 'circuity_avg': 1.0552315856911556, 'self_loop_proportion': 0.002277904328018223, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0552315856911556\n", - "1019\n", - "7007306.230097917\n", - "{'n': 316, 'm': 832, 'k_avg': 5.265822784810126, 'intersection_count': 246, 'streets_per_node_avg': 2.6835443037974684, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 208, 4: 36, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22151898734177214, 2: 0.0, 3: 0.6582278481012658, 4: 0.11392405063291139, 5: 0.006329113924050633}, 'edge_length_total': 92440.44999999995, 'edge_length_avg': 111.10631009615379, 'street_length_total': 46220.22499999999, 'street_length_avg': 111.10631009615382, 'street_segments_count': 416, 'node_density_km': 45.09578854178097, 'intersection_density_km': 35.10621513062696, 'edge_density_km': 13192.009449073019, 'street_density_km': 6596.004724536512, 'circuity_avg': 1.0864400907606253, 'self_loop_proportion': 0.002403846153846154, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0864400907606253\n", - "1020\n", - "8002077.767779546\n", - "{'n': 160, 'm': 480, 'k_avg': 6.0, 'intersection_count': 139, 'streets_per_node_avg': 3.1125, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 79, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13125, 2: 0.0, 3: 0.49375, 4: 0.375}, 'edge_length_total': 92140.058, 'edge_length_avg': 191.95845416666668, 'street_length_total': 46070.02899999997, 'street_length_avg': 191.95845416666654, 'street_segments_count': 240, 'node_density_km': 19.994806929300506, 'intersection_density_km': 17.370488519829813, 'edge_density_km': 11514.516688528442, 'street_density_km': 5757.258344264217, 'circuity_avg': 1.0173270858230439, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0173270858230439\n", - "1021\n", - "6002123.099009792\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 703, 'm': 1651, 'k_avg': 4.69701280227596, 'intersection_count': 497, 'streets_per_node_avg': 2.5163584637268848, 'streets_per_node_counts': {0: 0, 1: 206, 2: 2, 3: 422, 4: 72, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2930298719772404, 2: 0.002844950213371266, 3: 0.6002844950213371, 4: 0.10241820768136557, 5: 0.001422475106685633}, 'edge_length_total': 110257.63500000001, 'edge_length_avg': 66.78233494851605, 'street_length_total': 56101.87900000002, 'street_length_avg': 65.84727582159627, 'street_segments_count': 852, 'node_density_km': 117.12522192621779, 'intersection_density_km': 82.80403313987232, 'edge_density_km': 18369.772359082388, 'street_density_km': 9347.005730231607, 'circuity_avg': 1.0558503190626152, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0558503190626152\n", - "1022\n", - "7005657.1817767555\n", - "{'n': 58, 'm': 150, 'k_avg': 5.172413793103448, 'intersection_count': 47, 'streets_per_node_avg': 2.7758620689655173, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 38, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1896551724137931, 2: 0.0, 3: 0.6551724137931034, 4: 0.15517241379310345}, 'edge_length_total': 32950.567999999985, 'edge_length_avg': 219.67045333333323, 'street_length_total': 16475.284000000003, 'street_length_avg': 219.67045333333337, 'street_segments_count': 75, 'node_density_km': 8.279023437068926, 'intersection_density_km': 6.708863819693785, 'edge_density_km': 4703.422840288504, 'street_density_km': 2351.7114201442537, 'circuity_avg': 1.0805942210109731, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0805942210109731\n", - "1023\n", - "42013068.30693163\n", - "{'n': 7464, 'm': 17030, 'k_avg': 4.563236870310825, 'intersection_count': 4548, 'streets_per_node_avg': 2.3239549839228295, 'streets_per_node_counts': {0: 0, 1: 2916, 2: 2, 3: 3770, 4: 765, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.39067524115755625, 2: 0.0002679528403001072, 3: 0.505091103965702, 4: 0.102491961414791, 5: 0.0013397642015005359, 6: 0.0001339764201500536}, 'edge_length_total': 783625.9980000017, 'edge_length_avg': 46.01444497944813, 'street_length_total': 394587.6919999983, 'street_length_avg': 45.96781127679384, 'street_segments_count': 8584, 'node_density_km': 177.65900708491063, 'intersection_density_km': 108.25203164820117, 'edge_density_km': 18651.958297240413, 'street_density_km': 9392.02271820019, 'circuity_avg': 1.0645743288013787, 'self_loop_proportion': 0.0017615971814445098, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0645743288013787\n", - "1024\n", - "13014376.96739899\n", - "{'n': 343, 'm': 882, 'k_avg': 5.142857142857143, 'intersection_count': 265, 'streets_per_node_avg': 2.693877551020408, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 215, 4: 49, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22740524781341107, 2: 0.0, 3: 0.6268221574344023, 4: 0.14285714285714285, 5: 0.0029154518950437317}, 'edge_length_total': 140048.14099999983, 'edge_length_avg': 158.7847403628116, 'street_length_total': 70699.24799999996, 'street_length_avg': 158.51849327354253, 'street_segments_count': 446, 'node_density_km': 26.35546833007949, 'intersection_density_km': 20.362096523239256, 'edge_density_km': 10761.03307525365, 'street_density_km': 5432.395893948789, 'circuity_avg': 1.0652561152885447, 'self_loop_proportion': 0.0022675736961451248, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0652561152885447\n", - "1025\n", - "11004584.299382847\n", - "{'n': 720, 'm': 1815, 'k_avg': 5.041666666666667, 'intersection_count': 573, 'streets_per_node_avg': 2.6708333333333334, 'streets_per_node_counts': {0: 0, 1: 147, 2: 1, 3: 514, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20416666666666666, 2: 0.001388888888888889, 3: 0.7138888888888889, 4: 0.08055555555555556}, 'edge_length_total': 196275.13499999972, 'edge_length_avg': 108.14057024793372, 'street_length_total': 100661.77099999994, 'street_length_avg': 108.23846344086014, 'street_segments_count': 930, 'node_density_km': 65.42727834257026, 'intersection_density_km': 52.069209014295495, 'edge_density_km': 17835.760957459075, 'street_density_km': 9147.257930101476, 'circuity_avg': 1.0717903913531743, 'self_loop_proportion': 0.004407713498622589, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0717903913531743\n", - "1026\n", - "10008270.745463233\n", - "{'n': 603, 'm': 1450, 'k_avg': 4.8092868988391375, 'intersection_count': 426, 'streets_per_node_avg': 2.530679933665008, 'streets_per_node_counts': {0: 0, 1: 177, 2: 0, 3: 356, 4: 69, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2935323383084577, 2: 0.0, 3: 0.5903814262023217, 4: 0.11442786069651742, 5: 0.001658374792703151}, 'edge_length_total': 138239.50200000033, 'edge_length_avg': 95.33758758620712, 'street_length_total': 69369.10000000015, 'street_length_avg': 94.12360922659451, 'street_segments_count': 737, 'node_density_km': 60.25016861912343, 'intersection_density_km': 42.56479574087327, 'edge_density_km': 13812.526211150365, 'street_density_km': 6931.177399596757, 'circuity_avg': 1.0882448039538115, 'self_loop_proportion': 0.005517241379310344, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0882448039538115\n", - "1027\n", - "389296771.3139701\n", - "error with entry 1027\n", - "1028\n", - "6001129.651017287\n", - "{'n': 345, 'm': 819, 'k_avg': 4.747826086956522, 'intersection_count': 243, 'streets_per_node_avg': 2.4782608695652173, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 221, 4: 20, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2956521739130435, 2: 0.0, 3: 0.6405797101449275, 4: 0.057971014492753624, 5: 0.005797101449275362}, 'edge_length_total': 84206.84700000011, 'edge_length_avg': 102.81666300366314, 'street_length_total': 42160.22099999997, 'street_length_avg': 102.33063349514555, 'street_segments_count': 412, 'node_density_km': 57.48917621560084, 'intersection_density_km': 40.49237629098842, 'edge_density_km': 14031.832654327958, 'street_density_km': 7025.380795239633, 'circuity_avg': 1.0473155941543315, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473155941543315\n", - "1029\n", - "26011568.005204715\n", - "{'n': 3296, 'm': 8489, 'k_avg': 5.151092233009709, 'intersection_count': 2608, 'streets_per_node_avg': 2.7075242718446604, 'streets_per_node_counts': {0: 0, 1: 688, 2: 8, 3: 2202, 4: 378, 5: 18, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2087378640776699, 2: 0.0024271844660194173, 3: 0.6680825242718447, 4: 0.11468446601941748, 5: 0.0054611650485436895, 6: 0.0006067961165048543}, 'edge_length_total': 552912.076000002, 'edge_length_avg': 65.13276899517045, 'street_length_total': 286832.28600000014, 'street_length_avg': 65.1003826600091, 'street_segments_count': 4406, 'node_density_km': 126.71285327130205, 'intersection_density_km': 100.26308292826327, 'edge_density_km': 21256.391613507058, 'street_density_km': 11027.104784402354, 'circuity_avg': 1.0807118337510961, 'self_loop_proportion': 0.0023559901048415596, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0807118337510961\n", - "1030\n", - "140079950.36680654\n", - "error with entry 1030\n", - "1031\n", - "19007041.201782875\n", - "{'n': 698, 'm': 1768, 'k_avg': 5.065902578796561, 'intersection_count': 556, 'streets_per_node_avg': 2.673352435530086, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 501, 4: 54, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2034383954154728, 2: 0.0, 3: 0.7177650429799427, 4: 0.07736389684813753, 5: 0.0014326647564469914}, 'edge_length_total': 260623.14199999953, 'edge_length_avg': 147.41127941176444, 'street_length_total': 130829.19699999999, 'street_length_avg': 145.36577444444444, 'street_segments_count': 900, 'node_density_km': 36.72323285828028, 'intersection_density_km': 29.252317291122974, 'edge_density_km': 13711.925976966519, 'street_density_km': 6883.1963697604915, 'circuity_avg': 1.066270694404683, 'self_loop_proportion': 0.0011312217194570137, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066270694404683\n", - "1032\n", - "15014816.120364508\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 325, 'm': 874, 'k_avg': 5.378461538461538, 'intersection_count': 273, 'streets_per_node_avg': 2.806153846153846, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 232, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16, 2: 0.0, 3: 0.7138461538461538, 4: 0.12615384615384614}, 'edge_length_total': 162914.9800000004, 'edge_length_avg': 186.40157894736888, 'street_length_total': 81457.48999999993, 'street_length_avg': 186.40157894736828, 'street_segments_count': 437, 'node_density_km': 21.64528672177373, 'intersection_density_km': 18.182040846289933, 'edge_density_km': 10850.281394990896, 'street_density_km': 5425.14069749543, 'circuity_avg': 1.038884491775808, 'self_loop_proportion': 0.002288329519450801, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038884491775808\n", - "1033\n", - "112030099.9358793\n", - "{'n': 10954, 'm': 28274, 'k_avg': 5.162315136023371, 'intersection_count': 8453, 'streets_per_node_avg': 2.7206499908709145, 'streets_per_node_counts': {0: 0, 1: 2501, 2: 13, 3: 6535, 4: 1860, 5: 40, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2283184224940661, 2: 0.0011867810845353295, 3: 0.5965857221106445, 4: 0.16980098594120868, 5: 0.0036516341062625525, 6: 0.00045645426328281907}, 'edge_length_total': 2285504.450000024, 'edge_length_avg': 80.83413913843191, 'street_length_total': 1172570.7560000028, 'street_length_avg': 79.39942822318545, 'street_segments_count': 14768, 'node_density_km': 97.77729383683089, 'intersection_density_km': 75.45293635226689, 'edge_density_km': 20400.80702693417, 'street_density_km': 10466.568865609568, 'circuity_avg': 1.0661992208942213, 'self_loop_proportion': 0.002334300063662729, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0661992208942213\n", - "1034\n", - "13010568.8883511\n", - "{'n': 1730, 'm': 4311, 'k_avg': 4.983815028901734, 'intersection_count': 1271, 'streets_per_node_avg': 2.5514450867052023, 'streets_per_node_counts': {0: 0, 1: 459, 2: 0, 3: 1132, 4: 136, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2653179190751445, 2: 0.0, 3: 0.6543352601156069, 4: 0.07861271676300578, 5: 0.0017341040462427746}, 'edge_length_total': 341880.7260000013, 'edge_length_avg': 79.30427418232459, 'street_length_total': 171776.97299999985, 'street_length_avg': 79.08700414364634, 'street_segments_count': 2172, 'node_density_km': 132.96882056778782, 'intersection_density_km': 97.68980979286607, 'edge_density_km': 26277.15428386081, 'street_density_km': 13202.879480066307, 'circuity_avg': 1.0897423806975148, 'self_loop_proportion': 0.003711435861749014, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0897423806975148\n", - "1035\n", - "10003271.59477027\n", - "{'n': 283, 'm': 719, 'k_avg': 5.081272084805653, 'intersection_count': 217, 'streets_per_node_avg': 2.646643109540636, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 185, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2332155477031802, 2: 0.0, 3: 0.6537102473498233, 4: 0.11307420494699646}, 'edge_length_total': 110313.18600000007, 'edge_length_avg': 153.425849791377, 'street_length_total': 55206.91599999995, 'street_length_avg': 153.3525444444443, 'street_segments_count': 360, 'node_density_km': 28.290744414852533, 'intersection_density_km': 21.692902961212013, 'edge_density_km': 11027.710779908448, 'street_density_km': 5518.886044128026, 'circuity_avg': 1.059448769147097, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059448769147097\n", - "1036\n", - "8000951.254994203\n", - "{'n': 265, 'm': 626, 'k_avg': 4.724528301886792, 'intersection_count': 190, 'streets_per_node_avg': 2.543396226415094, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 162, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2830188679245283, 2: 0.0, 3: 0.6113207547169811, 4: 0.1018867924528302, 5: 0.0037735849056603774}, 'edge_length_total': 75657.12000000007, 'edge_length_avg': 120.85801916932918, 'street_length_total': 37889.047999999995, 'street_length_avg': 119.90205063291138, 'street_segments_count': 316, 'node_density_km': 33.12106167808317, 'intersection_density_km': 23.747176297493596, 'edge_density_km': 9456.01561474016, 'street_density_km': 4735.567908422089, 'circuity_avg': 1.0576594305273457, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0576594305273457\n", - "1037\n", - "26007721.800714385\n", - "{'n': 945, 'm': 2529, 'k_avg': 5.352380952380952, 'intersection_count': 765, 'streets_per_node_avg': 2.748148148148148, 'streets_per_node_counts': {0: 0, 1: 180, 2: 0, 3: 647, 4: 114, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19047619047619047, 2: 0.0, 3: 0.6846560846560846, 4: 0.12063492063492064, 5: 0.004232804232804233}, 'edge_length_total': 336885.8880000003, 'edge_length_avg': 133.20912930011875, 'street_length_total': 168809.0429999996, 'street_length_avg': 133.2352352012625, 'street_segments_count': 1267, 'node_density_km': 36.33536252198924, 'intersection_density_km': 29.414341089229385, 'edge_density_km': 12953.30250690188, 'street_density_km': 6490.727803592651, 'circuity_avg': 1.0582216457142222, 'self_loop_proportion': 0.0015816528272044287, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0582216457142222\n", - "1038\n", - "9012742.165229157\n", - "{'n': 408, 'm': 1109, 'k_avg': 5.436274509803922, 'intersection_count': 335, 'streets_per_node_avg': 2.825980392156863, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 264, 4: 67, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17892156862745098, 2: 0.0, 3: 0.6470588235294118, 4: 0.1642156862745098, 5: 0.00980392156862745}, 'edge_length_total': 128782.88399999987, 'edge_length_avg': 116.12523354373297, 'street_length_total': 64740.211, 'street_length_avg': 114.78760815602837, 'street_segments_count': 564, 'node_density_km': 45.26924131637203, 'intersection_density_km': 37.16959764947213, 'edge_density_km': 14288.979051995933, 'street_density_km': 7183.186849587851, 'circuity_avg': 1.0513812478882236, 'self_loop_proportion': 0.0036068530207394047, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0513812478882236\n", - "1039\n", - "6002814.427204936\n", - "{'n': 377, 'm': 850, 'k_avg': 4.5092838196286475, 'intersection_count': 252, 'streets_per_node_avg': 2.3607427055702916, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 243, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33156498673740054, 2: 0.0, 3: 0.6445623342175066, 4: 0.023872679045092837}, 'edge_length_total': 76719.97399999989, 'edge_length_avg': 90.25879294117634, 'street_length_total': 38539.39299999995, 'street_length_avg': 89.83541491841481, 'street_segments_count': 429, 'node_density_km': 62.80387384481263, 'intersection_density_km': 41.98030824639996, 'edge_density_km': 12780.6672903801, 'street_density_km': 6420.220626068042, 'circuity_avg': 1.0858638784494774, 'self_loop_proportion': 0.002352941176470588, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0858638784494774\n", - "1040\n", - "9006236.036362711\n", - "{'n': 319, 'm': 756, 'k_avg': 4.739811912225705, 'intersection_count': 221, 'streets_per_node_avg': 2.4420062695924765, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 203, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3072100313479624, 2: 0.0, 3: 0.6363636363636364, 4: 0.05642633228840126}, 'edge_length_total': 92765.14399999994, 'edge_length_avg': 122.70521693121685, 'street_length_total': 46382.57199999998, 'street_length_avg': 122.70521693121687, 'street_segments_count': 378, 'node_density_km': 35.419902244626535, 'intersection_density_km': 24.538552965713055, 'edge_density_km': 10300.101354823517, 'street_density_km': 5150.050677411759, 'circuity_avg': 1.0800161715162877, 'self_loop_proportion': 0.0026455026455026454, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0800161715162877\n", - "1041\n", - "9002613.840709355\n", - "{'n': 174, 'm': 408, 'k_avg': 4.689655172413793, 'intersection_count': 122, 'streets_per_node_avg': 2.4770114942528734, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 109, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2988505747126437, 2: 0.0, 3: 0.6264367816091954, 4: 0.07471264367816093}, 'edge_length_total': 70810.70400000003, 'edge_length_avg': 173.5556470588236, 'street_length_total': 35490.75000000001, 'street_length_avg': 173.1256097560976, 'street_segments_count': 205, 'node_density_km': 19.327720046502606, 'intersection_density_km': 13.551619802720216, 'edge_density_km': 7865.57162763082, 'street_density_km': 3942.2717255196117, 'circuity_avg': 1.0475349616195269, 'self_loop_proportion': 0.004901960784313725, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0475349616195269\n", - "1042\n", - "29039700.025268555\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1021, 'm': 2665, 'k_avg': 5.220372184133203, 'intersection_count': 812, 'streets_per_node_avg': 2.6973555337904016, 'streets_per_node_counts': {0: 0, 1: 209, 2: 0, 3: 703, 4: 109}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20470127326150833, 2: 0.0, 3: 0.6885406464250735, 4: 0.10675808031341821}, 'edge_length_total': 374342.4240000002, 'edge_length_avg': 140.4662003752346, 'street_length_total': 188826.96200000006, 'street_length_avg': 139.45861299852294, 'street_segments_count': 1354, 'node_density_km': 35.15876538365027, 'intersection_density_km': 27.96172134331442, 'edge_density_km': 12890.712496143917, 'street_density_km': 6502.373021611604, 'circuity_avg': 1.0606601164521339, 'self_loop_proportion': 0.00075046904315197, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0606601164521339\n", - "1043\n", - "8006154.756314617\n", - "{'n': 89, 'm': 256, 'k_avg': 5.752808988764045, 'intersection_count': 81, 'streets_per_node_avg': 3.0112359550561796, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 64, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0898876404494382, 2: 0.0, 3: 0.7191011235955056, 4: 0.19101123595505617}, 'edge_length_total': 54453.819999999985, 'edge_length_avg': 212.71023437499994, 'street_length_total': 27226.910000000018, 'street_length_avg': 212.71023437500014, 'street_segments_count': 128, 'node_density_km': 11.11644762172551, 'intersection_density_km': 10.117216374828836, 'edge_density_km': 6801.494807110886, 'street_density_km': 3400.747403555446, 'circuity_avg': 1.122340730328641, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.122340730328641\n", - "1044\n", - "16014672.437398015\n", - "{'n': 638, 'm': 1673, 'k_avg': 5.244514106583072, 'intersection_count': 502, 'streets_per_node_avg': 2.7037617554858935, 'streets_per_node_counts': {0: 0, 1: 136, 2: 0, 3: 422, 4: 77, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21316614420062696, 2: 0.0, 3: 0.6614420062695925, 4: 0.1206896551724138, 5: 0.004702194357366771}, 'edge_length_total': 204486.64200000046, 'edge_length_avg': 122.22752062163805, 'street_length_total': 102391.10299999987, 'street_length_avg': 122.0394553039331, 'street_segments_count': 839, 'node_density_km': 39.83846703664824, 'intersection_density_km': 31.34625462758216, 'edge_density_km': 12768.705872651894, 'street_density_km': 6393.580849077664, 'circuity_avg': 1.061923470836316, 'self_loop_proportion': 0.001195457262402869, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061923470836316\n", - "1045\n", - "6005391.9441603385\n", - "{'n': 39, 'm': 98, 'k_avg': 5.0256410256410255, 'intersection_count': 33, 'streets_per_node_avg': 2.8205128205128207, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 28, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0, 3: 0.717948717948718, 4: 0.1282051282051282}, 'edge_length_total': 16043.519999999993, 'edge_length_avg': 163.70938775510197, 'street_length_total': 8021.759999999998, 'street_length_avg': 163.709387755102, 'street_segments_count': 49, 'node_density_km': 6.494163971749374, 'intersection_density_km': 5.49506182224947, 'edge_density_km': 2671.519219590781, 'street_density_km': 1335.759609795391, 'circuity_avg': 1.0622676471906844, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0622676471906844\n", - "1046\n", - "33026095.007969964\n", - "{'n': 912, 'm': 2328, 'k_avg': 5.105263157894737, 'intersection_count': 718, 'streets_per_node_avg': 2.6589912280701755, 'streets_per_node_counts': {0: 0, 1: 194, 2: 0, 3: 643, 4: 73, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21271929824561403, 2: 0.0, 3: 0.7050438596491229, 4: 0.0800438596491228, 5: 0.0021929824561403508}, 'edge_length_total': 340457.5619999999, 'edge_length_avg': 146.2446572164948, 'street_length_total': 171177.91000000015, 'street_length_avg': 143.84698319327742, 'street_segments_count': 1190, 'node_density_km': 27.614527233083816, 'intersection_density_km': 21.740384378677827, 'edge_density_km': 10308.744098199912, 'street_density_km': 5183.110808549753, 'circuity_avg': 1.0517384510466994, 'self_loop_proportion': 0.002577319587628866, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0517384510466994\n", - "1047\n", - "9004160.628218116\n", - "{'n': 138, 'm': 354, 'k_avg': 5.130434782608695, 'intersection_count': 113, 'streets_per_node_avg': 2.7681159420289854, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 95, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18115942028985507, 2: 0.0, 3: 0.6884057971014492, 4: 0.13043478260869565}, 'edge_length_total': 77718.90399999998, 'edge_length_avg': 219.54492655367227, 'street_length_total': 38859.45199999996, 'street_length_avg': 219.5449265536721, 'street_segments_count': 177, 'node_density_km': 15.326248131060895, 'intersection_density_km': 12.549753904419429, 'edge_density_km': 8631.443530276092, 'street_density_km': 4315.721765138043, 'circuity_avg': 1.0550006274634112, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0550006274634112\n", - "1048\n", - "5002208.089328964\n", - "{'n': 1827, 'm': 4923, 'k_avg': 5.389162561576355, 'intersection_count': 1470, 'streets_per_node_avg': 2.79584017515052, 'streets_per_node_counts': {0: 0, 1: 357, 2: 2, 3: 1133, 4: 328, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19540229885057472, 2: 0.0010946907498631637, 3: 0.6201423097974822, 4: 0.17952928297755885, 5: 0.003284072249589491, 6: 0.0005473453749315818}, 'edge_length_total': 181985.41499999946, 'edge_length_avg': 36.96636502132835, 'street_length_total': 92758.25200000015, 'street_length_avg': 36.6054664561958, 'street_segments_count': 2534, 'node_density_km': 365.23870406300676, 'intersection_density_km': 293.8702216598905, 'edge_density_km': 36381.016493140814, 'street_density_km': 18543.46127620682, 'circuity_avg': 1.0734044787410748, 'self_loop_proportion': 0.0016250253910217347, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0734044787410748\n", - "1049\n", - "84040863.36857468\n", - "{'n': 16070, 'm': 43148, 'k_avg': 5.370006222775358, 'intersection_count': 12583, 'streets_per_node_avg': 2.743621655258245, 'streets_per_node_counts': {0: 0, 1: 3487, 2: 5, 3: 9845, 4: 2621, 5: 98, 6: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21698817672682016, 2: 0.00031113876789047915, 3: 0.6126322339763535, 4: 0.16309894212818918, 5: 0.006098319850653391, 6: 0.0008711885500933416}, 'edge_length_total': 2604770.524, 'edge_length_avg': 60.3682795031056, 'street_length_total': 1320741.038000007, 'street_length_avg': 60.26928164643638, 'street_segments_count': 21914, 'node_density_km': 191.21650297097068, 'intersection_density_km': 149.72478263122116, 'edge_density_km': 30994.095248359856, 'street_density_km': 15715.462515034924, 'circuity_avg': 1.0813675592669905, 'self_loop_proportion': 0.003290998424028924, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0813675592669905\n", - "1050\n", - "14003383.537287412\n", - "{'n': 634, 'm': 1642, 'k_avg': 5.17981072555205, 'intersection_count': 490, 'streets_per_node_avg': 2.694006309148265, 'streets_per_node_counts': {0: 0, 1: 144, 2: 0, 3: 396, 4: 94}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22712933753943218, 2: 0.0, 3: 0.6246056782334385, 4: 0.14826498422712933}, 'edge_length_total': 191496.72899999964, 'edge_length_avg': 116.62407369062097, 'street_length_total': 97692.72699999978, 'street_length_avg': 115.61269467455595, 'street_segments_count': 845, 'node_density_km': 45.27477222285749, 'intersection_density_km': 34.991543200631185, 'edge_density_km': 13675.032786904183, 'street_density_km': 6976.365871852981, 'circuity_avg': 1.0881267201575533, 'self_loop_proportion': 0.0036540803897685747, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0881267201575533\n", - "1051\n", - "7003274.458918624\n", - "{'n': 391, 'm': 1024, 'k_avg': 5.2378516624040925, 'intersection_count': 314, 'streets_per_node_avg': 2.7544757033248084, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 256, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1969309462915601, 2: 0.0, 3: 0.6547314578005116, 4: 0.1483375959079284}, 'edge_length_total': 105465.77000000014, 'edge_length_avg': 102.99391601562513, 'street_length_total': 52786.21700000001, 'street_length_avg': 102.69692023346306, 'street_segments_count': 514, 'node_density_km': 55.831026228318684, 'intersection_density_km': 44.836169400746975, 'edge_density_km': 15059.494043631288, 'street_density_km': 7537.362316677039, 'circuity_avg': 1.0397437253830255, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397437253830255\n", - "1052\n", - "31025876.91089606\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 888, 'm': 2486, 'k_avg': 5.599099099099099, 'intersection_count': 765, 'streets_per_node_avg': 2.884009009009009, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 626, 4: 137, 5: 1, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13851351351351351, 2: 0.0, 3: 0.704954954954955, 4: 0.15427927927927929, 5: 0.0011261261261261261, 6: 0.0, 7: 0.0011261261261261261}, 'edge_length_total': 395965.90600000095, 'edge_length_avg': 159.27832099758686, 'street_length_total': 197982.9530000001, 'street_length_avg': 159.27832099758655, 'street_segments_count': 1243, 'node_density_km': 28.621269998274922, 'intersection_density_km': 24.65683732959495, 'edge_density_km': 12762.440434389162, 'street_density_km': 6381.220217194568, 'circuity_avg': 1.0588163753974238, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0588163753974238\n", - "1053\n", - "11017244.625513855\n", - "{'n': 204, 'm': 486, 'k_avg': 4.764705882352941, 'intersection_count': 151, 'streets_per_node_avg': 2.5049019607843137, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 146, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25980392156862747, 2: 0.0, 3: 0.7156862745098039, 4: 0.024509803921568627}, 'edge_length_total': 76096.51599999997, 'edge_length_avg': 156.5771934156378, 'street_length_total': 38048.25800000001, 'street_length_avg': 156.5771934156379, 'street_segments_count': 243, 'node_density_km': 18.51642646906238, 'intersection_density_km': 13.70578625896284, 'edge_density_km': 6907.0369758128845, 'street_density_km': 3453.518487906444, 'circuity_avg': 1.0443814228825146, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0443814228825146\n", - "1054\n", - "21027413.603212986\n", - "{'n': 852, 'm': 2349, 'k_avg': 5.514084507042254, 'intersection_count': 701, 'streets_per_node_avg': 2.807511737089202, 'streets_per_node_counts': {0: 0, 1: 151, 2: 0, 3: 565, 4: 134, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1772300469483568, 2: 0.0, 3: 0.6631455399061033, 4: 0.1572769953051643, 5: 0.002347417840375587}, 'edge_length_total': 175923.82100000014, 'edge_length_avg': 74.89306981694344, 'street_length_total': 88009.48700000004, 'street_length_avg': 74.90169106382982, 'street_segments_count': 1175, 'node_density_km': 40.51853528337953, 'intersection_density_km': 33.337433372827526, 'edge_density_km': 8366.403225792783, 'street_density_km': 4185.464206903326, 'circuity_avg': 1.0635728834548825, 'self_loop_proportion': 0.0017028522775649213, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0635728834548825\n", - "1055\n", - "10002502.777827235\n", - "{'n': 656, 'm': 1571, 'k_avg': 4.789634146341464, 'intersection_count': 479, 'streets_per_node_avg': 2.5365853658536586, 'streets_per_node_counts': {0: 0, 1: 177, 2: 0, 3: 432, 4: 45, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2698170731707317, 2: 0.0, 3: 0.6585365853658537, 4: 0.06859756097560976, 5: 0.001524390243902439, 6: 0.001524390243902439}, 'edge_length_total': 144557.83000000002, 'edge_length_avg': 92.01644175684278, 'street_length_total': 73186.23900000009, 'street_length_avg': 90.8017853598016, 'street_segments_count': 806, 'node_density_km': 65.58358588554151, 'intersection_density_km': 47.88801469386339, 'edge_density_km': 14452.165943951997, 'street_density_km': 7316.792669354075, 'circuity_avg': 1.1039603479699318, 'self_loop_proportion': 0.002546148949713558, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1039603479699318\n", - "1056\n", - "15010687.763389055\n", - "{'n': 415, 'm': 1024, 'k_avg': 4.934939759036145, 'intersection_count': 311, 'streets_per_node_avg': 2.5469879518072287, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 291, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25060240963855424, 2: 0.0, 3: 0.7012048192771084, 4: 0.04819277108433735}, 'edge_length_total': 121554.28999999996, 'edge_length_avg': 118.70536132812497, 'street_length_total': 60978.34299999997, 'street_length_avg': 118.17508333333328, 'street_segments_count': 516, 'node_density_km': 27.646967716707934, 'intersection_density_km': 20.718570987701607, 'edge_density_km': 8097.849473391212, 'street_density_km': 4062.3283863598613, 'circuity_avg': 1.0806078144542675, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0806078144542675\n", - "1057\n", - "12009951.253866129\n", - "{'n': 605, 'm': 1622, 'k_avg': 5.36198347107438, 'intersection_count': 486, 'streets_per_node_avg': 2.7669421487603305, 'streets_per_node_counts': {0: 0, 1: 119, 2: 0, 3: 389, 4: 97}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19669421487603306, 2: 0.0, 3: 0.6429752066115703, 4: 0.16033057851239668}, 'edge_length_total': 196321.4019999998, 'edge_length_avg': 121.03662268803933, 'street_length_total': 98496.87199999994, 'street_length_avg': 120.41182396088013, 'street_segments_count': 818, 'node_density_km': 50.37489222158534, 'intersection_density_km': 40.46644234659583, 'edge_density_km': 16346.561101719866, 'street_density_km': 8201.271588699643, 'circuity_avg': 1.0830408391485404, 'self_loop_proportion': 0.0036991368680641184, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0830408391485404\n", - "1058\n", - "19010049.95824906\n", - "{'n': 563, 'm': 1434, 'k_avg': 5.094138543516874, 'intersection_count': 459, 'streets_per_node_avg': 2.7708703374777977, 'streets_per_node_counts': {0: 0, 1: 104, 2: 1, 3: 379, 4: 78, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1847246891651865, 2: 0.0017761989342806395, 3: 0.6731793960923623, 4: 0.13854351687388988, 5: 0.0017761989342806395}, 'edge_length_total': 223753.69799999983, 'edge_length_avg': 156.03465690376558, 'street_length_total': 117853.74499999995, 'street_length_avg': 155.27502635046108, 'street_segments_count': 759, 'node_density_km': 29.61591375280403, 'intersection_density_km': 24.145123290474334, 'edge_density_km': 11770.2845858596, 'street_density_km': 6199.5494624599605, 'circuity_avg': 1.0584790721358235, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0584790721358235\n", - "1059\n", - "13010556.86815773\n", - "{'n': 475, 'm': 1279, 'k_avg': 5.3852631578947365, 'intersection_count': 390, 'streets_per_node_avg': 2.774736842105263, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 328, 4: 61, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17894736842105263, 2: 0.0, 3: 0.6905263157894737, 4: 0.12842105263157894, 5: 0.002105263157894737}, 'edge_length_total': 200242.96700000015, 'edge_length_avg': 156.56213213448018, 'street_length_total': 100150.581, 'street_length_avg': 156.4852828125, 'street_segments_count': 640, 'node_density_km': 36.508813943431086, 'intersection_density_km': 29.97565776408026, 'edge_density_km': 15390.806790912877, 'street_density_km': 7697.639848537946, 'circuity_avg': 1.0499426605383722, 'self_loop_proportion': 0.006254886630179828, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0499426605383722\n", - "1060\n", - "5002596.169469\n", - "{'n': 665, 'm': 1714, 'k_avg': 5.154887218045113, 'intersection_count': 515, 'streets_per_node_avg': 2.693233082706767, 'streets_per_node_counts': {0: 0, 1: 150, 2: 2, 3: 417, 4: 94, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22556390977443608, 2: 0.0030075187969924814, 3: 0.6270676691729323, 4: 0.14135338345864662, 5: 0.0030075187969924814}, 'edge_length_total': 101617.0150000001, 'edge_length_avg': 59.28647316219376, 'street_length_total': 52097.543999999936, 'street_length_avg': 59.00061608154013, 'street_segments_count': 883, 'node_density_km': 132.93097773082619, 'intersection_density_km': 102.94654666372253, 'edge_density_km': 20312.855876748938, 'street_density_km': 10414.101445555983, 'circuity_avg': 1.0854276076739666, 'self_loop_proportion': 0.005834305717619603, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0854276076739666\n", - "1061\n", - "7003932.689363816\n", - "{'n': 210, 'm': 534, 'k_avg': 5.085714285714285, 'intersection_count': 169, 'streets_per_node_avg': 2.761904761904762, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 138, 4: 30, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19523809523809524, 2: 0.0, 3: 0.6571428571428571, 4: 0.14285714285714285, 5: 0.004761904761904762}, 'edge_length_total': 87541.216, 'edge_length_avg': 163.93486142322098, 'street_length_total': 43770.60799999999, 'street_length_avg': 163.93486142322095, 'street_segments_count': 267, 'node_density_km': 29.983155080702925, 'intersection_density_km': 24.12930099351807, 'edge_density_km': 12498.865977530058, 'street_density_km': 6249.432988765028, 'circuity_avg': 1.0490327662646852, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0490327662646852\n", - "1062\n", - "7002502.1451328145\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 471, 'm': 1225, 'k_avg': 5.201698513800425, 'intersection_count': 369, 'streets_per_node_avg': 2.6794055201698512, 'streets_per_node_counts': {0: 0, 1: 102, 2: 1, 3: 317, 4: 48, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21656050955414013, 2: 0.0021231422505307855, 3: 0.673036093418259, 4: 0.10191082802547771, 5: 0.006369426751592357}, 'edge_length_total': 95910.08499999974, 'edge_length_avg': 78.2939469387753, 'street_length_total': 48241.50600000001, 'street_length_avg': 78.18720583468397, 'street_segments_count': 617, 'node_density_km': 67.26167164795159, 'intersection_density_km': 52.695449762407925, 'edge_density_km': 13696.54489383675, 'street_density_km': 6889.181181262605, 'circuity_avg': 1.0836595787907082, 'self_loop_proportion': 0.004897959183673469, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0836595787907082\n", - "1063\n", - "21013711.622502342\n", - "{'n': 1006, 'm': 2601, 'k_avg': 5.170974155069582, 'intersection_count': 797, 'streets_per_node_avg': 2.6749502982107356, 'streets_per_node_counts': {0: 0, 1: 209, 2: 0, 3: 709, 4: 86, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2077534791252485, 2: 0.0, 3: 0.7047713717693836, 4: 0.08548707753479125, 5: 0.0009940357852882703, 6: 0.0009940357852882703}, 'edge_length_total': 322743.3579999997, 'edge_length_avg': 124.08433602460582, 'street_length_total': 161786.93300000002, 'street_length_avg': 123.59582352941177, 'street_segments_count': 1309, 'node_density_km': 47.87350364714885, 'intersection_density_km': 37.9276167065384, 'edge_density_km': 15358.703107660092, 'street_density_km': 7699.112651129749, 'circuity_avg': 1.0505530822804945, 'self_loop_proportion': 0.0030757400999615533, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0505530822804945\n", - "1064\n", - "18005617.853849664\n", - "{'n': 576, 'm': 1458, 'k_avg': 5.0625, 'intersection_count': 431, 'streets_per_node_avg': 2.5972222222222223, 'streets_per_node_counts': {0: 0, 1: 145, 2: 0, 3: 373, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2517361111111111, 2: 0.0, 3: 0.6475694444444444, 4: 0.10069444444444445}, 'edge_length_total': 241014.77299999993, 'edge_length_avg': 165.3050569272976, 'street_length_total': 120524.5750000001, 'street_length_avg': 165.10215753424671, 'street_segments_count': 730, 'node_density_km': 31.9900158203596, 'intersection_density_km': 23.93697364335935, 'edge_density_km': 13385.53194654579, 'street_density_km': 6693.720592000209, 'circuity_avg': 1.049178245213982, 'self_loop_proportion': 0.00411522633744856, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049178245213982\n", - "1065\n", - "8005538.30683115\n", - "{'n': 129, 'm': 398, 'k_avg': 6.170542635658915, 'intersection_count': 123, 'streets_per_node_avg': 3.186046511627907, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 87, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.046511627906976744, 2: 0.0, 3: 0.6744186046511628, 4: 0.27906976744186046}, 'edge_length_total': 85719.15599999997, 'edge_length_avg': 215.37476381909542, 'street_length_total': 42859.57799999999, 'street_length_avg': 215.37476381909542, 'street_segments_count': 199, 'node_density_km': 16.113844573065613, 'intersection_density_km': 15.364363430132327, 'edge_density_km': 10707.48183502608, 'street_density_km': 5353.74091751304, 'circuity_avg': 1.0563325248124384, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0563325248124384\n", - "1066\n", - "10009481.193955708\n", - "{'n': 470, 'm': 1222, 'k_avg': 5.2, 'intersection_count': 376, 'streets_per_node_avg': 2.6893617021276595, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 334, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.7106382978723405, 4: 0.08936170212765958}, 'edge_length_total': 155113.7029999997, 'edge_length_avg': 126.93429050736472, 'street_length_total': 77892.95100000003, 'street_length_avg': 126.65520487804883, 'street_segments_count': 615, 'node_density_km': 46.95548059811658, 'intersection_density_km': 37.56438447849327, 'edge_density_km': 15496.67759940107, 'street_density_km': 7781.916913639461, 'circuity_avg': 1.0851956899774682, 'self_loop_proportion': 0.004909983633387889, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0851956899774682\n", - "1067\n", - "10007116.790395211\n", - "{'n': 184, 'm': 586, 'k_avg': 6.369565217391305, 'intersection_count': 168, 'streets_per_node_avg': 3.3532608695652173, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 121, 4: 22, 5: 2, 6: 22, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08695652173913043, 2: 0.0, 3: 0.657608695652174, 4: 0.11956521739130435, 5: 0.010869565217391304, 6: 0.11956521739130435, 7: 0.0, 8: 0.005434782608695652}, 'edge_length_total': 97135.34999999969, 'edge_length_avg': 165.75998293515303, 'street_length_total': 48567.674999999996, 'street_length_avg': 165.75998293515357, 'street_segments_count': 293, 'node_density_km': 18.38691441840695, 'intersection_density_km': 16.788052295067214, 'edge_density_km': 9706.626997021738, 'street_density_km': 4853.313498510884, 'circuity_avg': 1.0449155676483028, 'self_loop_proportion': 0.0034129692832764505, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0449155676483028\n", - "1068\n", - "9002388.789720342\n", - "{'n': 313, 'm': 934, 'k_avg': 5.968051118210862, 'intersection_count': 273, 'streets_per_node_avg': 3.060702875399361, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 174, 4: 99}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12779552715654952, 2: 0.0, 3: 0.5559105431309904, 4: 0.31629392971246006}, 'edge_length_total': 125170.22800000002, 'edge_length_avg': 134.01523340471093, 'street_length_total': 62585.11399999997, 'street_length_avg': 134.01523340471087, 'street_segments_count': 467, 'node_density_km': 34.76854947182561, 'intersection_density_km': 30.325284363605086, 'edge_density_km': 13904.112666510198, 'street_density_km': 6952.056333255095, 'circuity_avg': 1.054391024681582, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054391024681582\n", - "1069\n", - "8008887.8326659035\n", - "{'n': 639, 'm': 1790, 'k_avg': 5.602503912363067, 'intersection_count': 530, 'streets_per_node_avg': 2.835680751173709, 'streets_per_node_counts': {0: 0, 1: 109, 2: 0, 3: 418, 4: 111, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1705790297339593, 2: 0.0, 3: 0.6541471048513302, 4: 0.17370892018779344, 5: 0.001564945226917058}, 'edge_length_total': 158400.43799999985, 'edge_length_avg': 88.49186480446919, 'street_length_total': 79200.21900000006, 'street_length_avg': 88.49186480446933, 'street_segments_count': 895, 'node_density_km': 79.78635902399662, 'intersection_density_km': 66.17647931567795, 'edge_density_km': 19778.081714908145, 'street_density_km': 9889.040857454089, 'circuity_avg': 1.0607005806758858, 'self_loop_proportion': 0.0011173184357541898, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0607005806758858\n", - "1070\n", - "92020227.09988174\n", - "{'n': 10261, 'm': 28105, 'k_avg': 5.47802358444596, 'intersection_count': 8414, 'streets_per_node_avg': 2.8272098236039374, 'streets_per_node_counts': {0: 0, 1: 1847, 2: 5, 3: 6551, 4: 1798, 5: 52, 6: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18000194912776532, 2: 0.00048728194133125426, 3: 0.6384367995322093, 4: 0.17522658610271905, 5: 0.005067732189845044, 6: 0.0007796511061300068}, 'edge_length_total': 2194840.858000016, 'edge_length_avg': 78.09431980074775, 'street_length_total': 1115386.4230000007, 'street_length_avg': 77.49506169665814, 'street_segments_count': 14393, 'node_density_km': 111.50809255080819, 'intersection_density_km': 91.43641854814346, 'edge_density_km': 23851.721813484164, 'street_density_km': 12121.100524880514, 'circuity_avg': 1.0735115523915608, 'self_loop_proportion': 0.003273438889877246, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0735115523915608\n", - "1071\n", - "9002794.948383253\n", - "{'n': 338, 'm': 737, 'k_avg': 4.3609467455621305, 'intersection_count': 211, 'streets_per_node_avg': 2.28698224852071, 'streets_per_node_counts': {0: 0, 1: 127, 2: 1, 3: 196, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3757396449704142, 2: 0.0029585798816568047, 3: 0.5798816568047337, 4: 0.04142011834319527}, 'edge_length_total': 62992.10400000002, 'edge_length_avg': 85.47096879240166, 'street_length_total': 31800.064000000017, 'street_length_avg': 85.02690909090913, 'street_segments_count': 374, 'node_density_km': 37.543896305302276, 'intersection_density_km': 23.437166036741953, 'edge_density_km': 6996.949765174017, 'street_density_km': 3532.243506857919, 'circuity_avg': 1.1123311278838155, 'self_loop_proportion': 0.005427408412483039, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1123311278838155\n", - "1072\n", - "13002356.342608597\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 426, 'm': 1074, 'k_avg': 5.042253521126761, 'intersection_count': 330, 'streets_per_node_avg': 2.6549295774647885, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 285, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22535211267605634, 2: 0.0, 3: 0.6690140845070423, 4: 0.1056338028169014}, 'edge_length_total': 149825.32999999967, 'edge_length_avg': 139.50216945996246, 'street_length_total': 74912.66499999992, 'street_length_avg': 139.5021694599626, 'street_segments_count': 537, 'node_density_km': 32.76329218912438, 'intersection_density_km': 25.380015076082262, 'edge_density_km': 11522.936770239368, 'street_density_km': 5761.4683851196905, 'circuity_avg': 1.0618732319147357, 'self_loop_proportion': 0.0037243947858473, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0618732319147357\n", - "1073\n", - "18022011.31965047\n", - "{'n': 536, 'm': 1452, 'k_avg': 5.417910447761194, 'intersection_count': 461, 'streets_per_node_avg': 2.8824626865671643, 'streets_per_node_counts': {0: 0, 1: 75, 2: 1, 3: 373, 4: 86, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13992537313432835, 2: 0.0018656716417910447, 3: 0.6958955223880597, 4: 0.16044776119402984, 5: 0.0018656716417910447}, 'edge_length_total': 208370.9439999999, 'edge_length_avg': 143.50615977961425, 'street_length_total': 107077.65300000006, 'street_length_avg': 142.7702040000001, 'street_segments_count': 750, 'node_density_km': 29.741408463969133, 'intersection_density_km': 25.579830787107777, 'edge_density_km': 11562.02492075902, 'street_density_km': 5941.492938873417, 'circuity_avg': 1.0480312250785082, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0480312250785082\n", - "1074\n", - "9011453.558792876\n", - "{'n': 274, 'm': 689, 'k_avg': 5.029197080291971, 'intersection_count': 207, 'streets_per_node_avg': 2.5948905109489053, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 184, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24452554744525548, 2: 0.0, 3: 0.6715328467153284, 4: 0.08394160583941605}, 'edge_length_total': 102498.87500000004, 'edge_length_avg': 148.76469521045, 'street_length_total': 51338.991, 'street_length_avg': 148.3785867052023, 'street_segments_count': 346, 'node_density_km': 30.405749551097227, 'intersection_density_km': 22.970766996631845, 'edge_density_km': 11374.288768318329, 'street_density_km': 5697.082126102316, 'circuity_avg': 1.0670240334893881, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0670240334893881\n", - "1075\n", - "10012424.501743464\n", - "{'n': 284, 'm': 710, 'k_avg': 5.0, 'intersection_count': 232, 'streets_per_node_avg': 2.7253521126760565, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 207, 4: 24, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18309859154929578, 2: 0.0, 3: 0.7288732394366197, 4: 0.08450704225352113, 5: 0.0035211267605633804}, 'edge_length_total': 106503.15300000003, 'edge_length_avg': 150.00444084507046, 'street_length_total': 54366.517000000014, 'street_length_avg': 147.3347344173442, 'street_segments_count': 369, 'node_density_km': 28.36475820122759, 'intersection_density_km': 23.171210924946482, 'edge_density_km': 10637.099234201929, 'street_density_km': 5429.905313196936, 'circuity_avg': 1.0883951254632556, 'self_loop_proportion': 0.0028169014084507044, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0883951254632556\n", - "1076\n", - "11002852.753200414\n", - "{'n': 744, 'm': 1878, 'k_avg': 5.048387096774194, 'intersection_count': 547, 'streets_per_node_avg': 2.59005376344086, 'streets_per_node_counts': {0: 0, 1: 197, 2: 0, 3: 464, 4: 78, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2647849462365591, 2: 0.0, 3: 0.6236559139784946, 4: 0.10483870967741936, 5: 0.005376344086021506, 6: 0.0013440860215053765}, 'edge_length_total': 183857.4780000001, 'edge_length_avg': 97.90068051118216, 'street_length_total': 91928.7390000001, 'street_length_avg': 97.90068051118222, 'street_segments_count': 939, 'node_density_km': 67.6188272885495, 'intersection_density_km': 49.71437974037174, 'edge_density_km': 16709.982594879428, 'street_density_km': 8354.99129743972, 'circuity_avg': 1.0565277368678372, 'self_loop_proportion': 0.005324813631522897, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0565277368678372\n", - "1077\n", - "87029556.68079159\n", - "error with entry 1077\n", - "1078\n", - "7003494.796516795\n", - "{'n': 326, 'm': 838, 'k_avg': 5.141104294478527, 'intersection_count': 249, 'streets_per_node_avg': 2.6564417177914113, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 209, 4: 38, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2361963190184049, 2: 0.0, 3: 0.6411042944785276, 4: 0.1165644171779141, 5: 0.006134969325153374}, 'edge_length_total': 86871.25900000005, 'edge_length_avg': 103.66498687350841, 'street_length_total': 43555.94400000003, 'street_length_avg': 103.45829928741101, 'street_segments_count': 421, 'node_density_km': 46.54818907870638, 'intersection_density_km': 35.553678161343214, 'edge_density_km': 12403.987084163422, 'street_density_km': 6219.172750961804, 'circuity_avg': 1.0584001401683516, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0584001401683516\n", - "1079\n", - "14003190.09734419\n", - "{'n': 1364, 'm': 3657, 'k_avg': 5.36217008797654, 'intersection_count': 1074, 'streets_per_node_avg': 2.779325513196481, 'streets_per_node_counts': {0: 0, 1: 290, 2: 0, 3: 800, 4: 269, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2126099706744868, 2: 0.0, 3: 0.5865102639296188, 4: 0.1972140762463343, 5: 0.0036656891495601175}, 'edge_length_total': 268796.0880000006, 'edge_length_avg': 73.50180147662034, 'street_length_total': 135243.91500000007, 'street_length_avg': 72.82924878836837, 'street_segments_count': 1857, 'node_density_km': 97.40637601275533, 'intersection_density_km': 76.69680926517538, 'edge_density_km': 19195.346641118565, 'street_density_km': 9658.07891343631, 'circuity_avg': 1.0913785926746116, 'self_loop_proportion': 0.0021875854525567405, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0913785926746116\n", - "1080\n", - "12012515.516458642\n", - "{'n': 284, 'm': 759, 'k_avg': 5.345070422535211, 'intersection_count': 250, 'streets_per_node_avg': 2.859154929577465, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 223, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11971830985915492, 2: 0.0, 3: 0.7852112676056338, 4: 0.09154929577464789, 5: 0.0035211267605633804}, 'edge_length_total': 132640.56800000003, 'edge_length_avg': 174.7570065876153, 'street_length_total': 66819.15500000001, 'street_length_avg': 169.5917639593909, 'street_segments_count': 394, 'node_density_km': 23.642009003932994, 'intersection_density_km': 20.81162764430721, 'edge_density_km': 11041.864446981645, 'street_density_km': 5562.461493468995, 'circuity_avg': 1.064294285653808, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064294285653808\n", - "1081\n", - "13010914.642813308\n", - "{'n': 64, 'm': 176, 'k_avg': 5.5, 'intersection_count': 53, 'streets_per_node_avg': 3.0625, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 28, 4: 24, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.171875, 2: 0.0, 3: 0.4375, 4: 0.375, 5: 0.015625}, 'edge_length_total': 29080.047999999984, 'edge_length_avg': 165.22754545454538, 'street_length_total': 14540.023999999992, 'street_length_avg': 165.22754545454538, 'street_segments_count': 88, 'node_density_km': 4.918947034623039, 'intersection_density_km': 4.073503013047204, 'edge_density_km': 2235.050248067118, 'street_density_km': 1117.525124033559, 'circuity_avg': 1.0126530981439068, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0126530981439068\n", - "1082\n", - "12004192.946946703\n", - "{'n': 246, 'm': 589, 'k_avg': 4.788617886178862, 'intersection_count': 181, 'streets_per_node_avg': 2.5528455284552845, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 161, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26422764227642276, 2: 0.0, 3: 0.6544715447154471, 4: 0.08130081300813008}, 'edge_length_total': 103722.43499999998, 'edge_length_avg': 176.09921052631577, 'street_length_total': 51893.327999999994, 'street_length_avg': 175.90958644067794, 'street_segments_count': 295, 'node_density_km': 20.492839550914645, 'intersection_density_km': 15.078064872827442, 'edge_density_km': 8640.517147500703, 'street_density_km': 4322.93351409344, 'circuity_avg': 1.0547477702167283, 'self_loop_proportion': 0.003395585738539898, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0547477702167283\n", - "1083\n", - "4001107.329119735\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 93, 'm': 262, 'k_avg': 5.634408602150538, 'intersection_count': 81, 'streets_per_node_avg': 2.967741935483871, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 60, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12903225806451613, 2: 0.0, 3: 0.6451612903225806, 4: 0.22580645161290322}, 'edge_length_total': 45299.42200000002, 'edge_length_avg': 172.89855725190847, 'street_length_total': 22649.710999999996, 'street_length_avg': 172.89855725190836, 'street_segments_count': 131, 'node_density_km': 23.243565430788003, 'intersection_density_km': 20.2443956977831, 'edge_density_km': 11321.72128208471, 'street_density_km': 5660.860641042352, 'circuity_avg': 1.0363231621912345, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0363231621912345\n", - "1084\n", - "12007054.20494302\n", - "{'n': 248, 'm': 616, 'k_avg': 4.967741935483871, 'intersection_count': 189, 'streets_per_node_avg': 2.6129032258064515, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 167, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23790322580645162, 2: 0.0, 3: 0.6733870967741935, 4: 0.08870967741935484}, 'edge_length_total': 109607.04800000001, 'edge_length_avg': 177.9335194805195, 'street_length_total': 54803.52399999998, 'street_length_avg': 177.93351948051944, 'street_segments_count': 308, 'node_density_km': 20.654524895698753, 'intersection_density_km': 15.740746795512358, 'edge_density_km': 9128.554442177616, 'street_density_km': 4564.277221088806, 'circuity_avg': 1.0756233071595704, 'self_loop_proportion': 0.006493506493506494, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0756233071595704\n", - "1085\n", - "10004520.916399691\n", - "{'n': 765, 'm': 2025, 'k_avg': 5.294117647058823, 'intersection_count': 626, 'streets_per_node_avg': 2.7437908496732026, 'streets_per_node_counts': {0: 0, 1: 139, 2: 1, 3: 545, 4: 77, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18169934640522875, 2: 0.00130718954248366, 3: 0.7124183006535948, 4: 0.10065359477124183, 5: 0.00392156862745098}, 'edge_length_total': 200468.39900000027, 'edge_length_avg': 98.99674024691372, 'street_length_total': 100873.891, 'street_length_avg': 98.89597156862746, 'street_segments_count': 1020, 'node_density_km': 76.46543061807093, 'intersection_density_km': 62.571711852173074, 'edge_density_km': 20037.780986732392, 'street_density_km': 10082.830736516797, 'circuity_avg': 1.0546266061340739, 'self_loop_proportion': 0.0019753086419753087, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0546266061340739\n", - "1086\n", - "17016708.310889248\n", - "{'n': 913, 'm': 2402, 'k_avg': 5.261774370208105, 'intersection_count': 714, 'streets_per_node_avg': 2.737130339539978, 'streets_per_node_counts': {0: 0, 1: 199, 2: 0, 3: 560, 4: 150, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21796276013143484, 2: 0.0, 3: 0.6133625410733844, 4: 0.16429353778751368, 5: 0.004381161007667032}, 'edge_length_total': 277837.7810000005, 'edge_length_avg': 115.66935095753558, 'street_length_total': 141579.67800000036, 'street_length_avg': 115.85898363338819, 'street_segments_count': 1222, 'node_density_km': 53.653149793709375, 'intersection_density_km': 41.958761174927155, 'edge_density_km': 16327.351678362373, 'street_density_km': 8320.039070623396, 'circuity_avg': 1.0609532079481674, 'self_loop_proportion': 0.004163197335553705, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0609532079481674\n", - "1087\n", - "8001933.671007446\n", - "{'n': 265, 'm': 739, 'k_avg': 5.577358490566038, 'intersection_count': 224, 'streets_per_node_avg': 2.90188679245283, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 169, 4: 54, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15471698113207547, 2: 0.0, 3: 0.6377358490566037, 4: 0.2037735849056604, 5: 0.0037735849056603774}, 'edge_length_total': 120837.84400000024, 'edge_length_avg': 163.51535047361332, 'street_length_total': 60456.98500000001, 'street_length_avg': 163.39725675675678, 'street_segments_count': 370, 'node_density_km': 33.11699532828499, 'intersection_density_km': 27.993233786927693, 'edge_density_km': 15101.080434822788, 'street_density_km': 7555.296942668665, 'circuity_avg': 1.031411540903022, 'self_loop_proportion': 0.0027063599458728013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.031411540903022\n", - "1088\n", - "11005955.769561717\n", - "{'n': 333, 'm': 826, 'k_avg': 4.960960960960961, 'intersection_count': 280, 'streets_per_node_avg': 2.78978978978979, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 245, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15915915915915915, 2: 0.0, 3: 0.7357357357357357, 4: 0.1021021021021021, 5: 0.003003003003003003}, 'edge_length_total': 136768.07200000013, 'edge_length_avg': 165.5787796610171, 'street_length_total': 73409.43699999998, 'street_length_avg': 167.21967425968103, 'street_segments_count': 439, 'node_density_km': 30.256345470781483, 'intersection_density_km': 25.440770966422868, 'edge_density_km': 12426.732840254414, 'street_density_km': 6669.9738338966, 'circuity_avg': 1.064780606148695, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064780606148695\n", - "1089\n", - "27025538.633648943\n", - "{'n': 1418, 'm': 3474, 'k_avg': 4.899858956276446, 'intersection_count': 1030, 'streets_per_node_avg': 2.5204513399153736, 'streets_per_node_counts': {0: 0, 1: 388, 2: 0, 3: 938, 4: 89, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2736248236953456, 2: 0.0, 3: 0.6614950634696756, 4: 0.06276445698166432, 5: 0.0014104372355430183, 6: 0.0007052186177715092}, 'edge_length_total': 401398.0910000013, 'edge_length_avg': 115.54349194012703, 'street_length_total': 201065.73300000004, 'street_length_avg': 115.48864618035614, 'street_segments_count': 1741, 'node_density_km': 52.46888949086392, 'intersection_density_km': 38.112098854435715, 'edge_density_km': 14852.547305023138, 'street_density_km': 7439.841837219008, 'circuity_avg': 1.0553820102359754, 'self_loop_proportion': 0.0005757052389176742, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0553820102359754\n", - "1090\n", - "9010631.680477083\n", - "{'n': 242, 'm': 664, 'k_avg': 5.487603305785124, 'intersection_count': 208, 'streets_per_node_avg': 2.884297520661157, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 170, 4: 36, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14049586776859505, 2: 0.0, 3: 0.7024793388429752, 4: 0.1487603305785124, 5: 0.008264462809917356}, 'edge_length_total': 128951.00599999996, 'edge_length_avg': 194.20332228915657, 'street_length_total': 64475.502999999975, 'street_length_avg': 194.20332228915655, 'street_segments_count': 332, 'node_density_km': 26.85716258099087, 'intersection_density_km': 23.083842218372318, 'edge_density_km': 14310.98402117491, 'street_density_km': 7155.492010587454, 'circuity_avg': 1.0892665626897298, 'self_loop_proportion': 0.006024096385542169, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0892665626897298\n", - "1091\n", - "29005551.834261455\n", - "{'n': 820, 'm': 2165, 'k_avg': 5.280487804878049, 'intersection_count': 652, 'streets_per_node_avg': 2.7353658536585366, 'streets_per_node_counts': {0: 0, 1: 168, 2: 2, 3: 529, 4: 121}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2048780487804878, 2: 0.0024390243902439024, 3: 0.6451219512195122, 4: 0.1475609756097561}, 'edge_length_total': 328954.3389999998, 'edge_length_avg': 151.94195796766735, 'street_length_total': 164919.00900000022, 'street_length_avg': 150.61096712328788, 'street_segments_count': 1095, 'node_density_km': 28.270449901643083, 'intersection_density_km': 22.478455287647915, 'edge_density_km': 11341.081903204402, 'street_density_km': 5685.77388019894, 'circuity_avg': 1.049815147384495, 'self_loop_proportion': 0.0018475750577367205, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049815147384495\n", - "1092\n", - "13005584.250353465\n", - "{'n': 934, 'm': 2373, 'k_avg': 5.081370449678801, 'intersection_count': 706, 'streets_per_node_avg': 2.6241970021413277, 'streets_per_node_counts': {0: 0, 1: 228, 2: 0, 3: 602, 4: 103, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24411134903640258, 2: 0.0, 3: 0.6445396145610278, 4: 0.11027837259100642, 5: 0.0010706638115631692}, 'edge_length_total': 228875.9309999994, 'edge_length_avg': 96.45003413400734, 'street_length_total': 114492.20999999992, 'street_length_avg': 96.37391414141408, 'street_segments_count': 1188, 'node_density_km': 71.81530502750122, 'intersection_density_km': 54.28437403577716, 'edge_density_km': 17598.28136854206, 'street_density_km': 8803.311546491135, 'circuity_avg': 1.0742818550814723, 'self_loop_proportion': 0.00337126000842815, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0742818550814723\n", - "1093\n", - "14006980.90315066\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 400, 'm': 1101, 'k_avg': 5.505, 'intersection_count': 351, 'streets_per_node_avg': 2.9025, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 293, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1225, 2: 0.0, 3: 0.7325, 4: 0.1425, 5: 0.0025}, 'edge_length_total': 188099.5380000001, 'edge_length_avg': 170.84426702997283, 'street_length_total': 94357.417, 'street_length_avg': 169.09931362007168, 'street_segments_count': 558, 'node_density_km': 28.557188930701404, 'intersection_density_km': 25.058933286690483, 'edge_density_km': 13428.985111109127, 'street_density_km': 6736.4564607049415, 'circuity_avg': 1.034937418746152, 'self_loop_proportion': 0.0018165304268846503, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034937418746152\n", - "1094\n", - "83026347.93982624\n", - "{'n': 8113, 'm': 19723, 'k_avg': 4.8620732158264515, 'intersection_count': 5819, 'streets_per_node_avg': 2.565758658942438, 'streets_per_node_counts': {0: 0, 1: 2294, 2: 7, 3: 4763, 4: 1029, 5: 18, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28275607050412915, 2: 0.0008628127696289905, 3: 0.5870824602489831, 4: 0.12683347713546161, 5: 0.002218661407617404, 6: 0.0001232589670898558, 7: 0.0001232589670898558}, 'edge_length_total': 1472715.898999987, 'edge_length_avg': 74.66997409116193, 'street_length_total': 756899.712, 'street_length_avg': 73.73596804676085, 'street_segments_count': 10265, 'node_density_km': 97.71596850050466, 'intersection_density_km': 70.0861852217967, 'edge_density_km': 17737.93422862999, 'street_density_km': 9116.379688873789, 'circuity_avg': 1.0645072194823575, 'self_loop_proportion': 0.003092835775490544, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0645072194823575\n", - "1095\n", - "61062594.1088441\n", - "{'n': 8792, 'm': 22821, 'k_avg': 5.191310282074613, 'intersection_count': 6656, 'streets_per_node_avg': 2.6424021838034575, 'streets_per_node_counts': {0: 0, 1: 2136, 2: 1, 3: 5580, 4: 1032, 5: 36, 6: 3, 7: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2429481346678799, 2: 0.00011373976342129209, 3: 0.6346678798908099, 4: 0.11737943585077343, 5: 0.004094631483166515, 6: 0.0003412192902638763, 7: 0.00045495905368516835}, 'edge_length_total': 1525282.3699999948, 'edge_length_avg': 66.83678936067633, 'street_length_total': 766881.2369999987, 'street_length_avg': 66.52912613863093, 'street_segments_count': 11527, 'node_density_km': 143.9834014311324, 'intersection_density_km': 109.00290263030223, 'edge_density_km': 24978.99724471545, 'street_density_km': 12558.936419128093, 'circuity_avg': 1.056902836313369, 'self_loop_proportion': 0.0010516629420270803, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056902836313369\n", - "1096\n", - "8007318.672941275\n", - "{'n': 562, 'm': 1629, 'k_avg': 5.797153024911032, 'intersection_count': 509, 'streets_per_node_avg': 2.9804270462633453, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 419, 4: 85, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09430604982206406, 2: 0.0, 3: 0.7455516014234875, 4: 0.1512455516014235, 5: 0.008896797153024912}, 'edge_length_total': 149806.40799999994, 'edge_length_avg': 91.962190300798, 'street_length_total': 74997.35499999995, 'street_length_avg': 91.79602815177472, 'street_segments_count': 817, 'node_density_km': 70.18579164322983, 'intersection_density_km': 63.5668468797224, 'edge_density_km': 18708.685656065256, 'street_density_km': 9366.100946304872, 'circuity_avg': 1.0456942160521414, 'self_loop_proportion': 0.003683241252302026, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456942160521414\n", - "1097\n", - "6003637.232754837\n", - "{'n': 191, 'm': 506, 'k_avg': 5.298429319371728, 'intersection_count': 164, 'streets_per_node_avg': 2.806282722513089, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 147, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14136125654450263, 2: 0.0, 3: 0.7696335078534031, 4: 0.08900523560209424}, 'edge_length_total': 74349.31400000006, 'edge_length_avg': 146.93540316205545, 'street_length_total': 37174.657, 'street_length_avg': 146.93540316205534, 'street_segments_count': 253, 'node_density_km': 31.814047484071164, 'intersection_density_km': 27.316773755956394, 'edge_density_km': 12384.045057613188, 'street_density_km': 6192.022528806589, 'circuity_avg': 1.0883129333419201, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0883129333419201\n", - "1098\n", - "8001827.092727049\n", - "{'n': 510, 'm': 1373, 'k_avg': 5.3843137254901965, 'intersection_count': 421, 'streets_per_node_avg': 2.792156862745098, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 350, 4: 70, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17450980392156862, 2: 0.0, 3: 0.6862745098039216, 4: 0.13725490196078433, 5: 0.00196078431372549}, 'edge_length_total': 143506.85300000026, 'edge_length_avg': 104.52065040058285, 'street_length_total': 72042.75500000005, 'street_length_avg': 103.9577994227995, 'street_segments_count': 693, 'node_density_km': 63.735443679299784, 'intersection_density_km': 52.612983899971, 'edge_density_km': 17934.260680343275, 'street_density_km': 9003.288144713913, 'circuity_avg': 1.0812118532645392, 'self_loop_proportion': 0.0014566642388929353, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0812118532645392\n", - "1099\n", - "17021856.157139808\n", - "{'n': 709, 'm': 1849, 'k_avg': 5.215796897038082, 'intersection_count': 558, 'streets_per_node_avg': 2.6770098730606486, 'streets_per_node_counts': {0: 0, 1: 151, 2: 0, 3: 487, 4: 69, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21297602256699577, 2: 0.0, 3: 0.68688293370945, 4: 0.09732016925246827, 5: 0.0028208744710860366}, 'edge_length_total': 246068.1060000003, 'edge_length_avg': 133.08172309356425, 'street_length_total': 123434.08700000004, 'street_length_avg': 133.1543549083064, 'street_segments_count': 927, 'node_density_km': 41.65233177009373, 'intersection_density_km': 32.781383819058256, 'edge_density_km': 14456.009011495915, 'street_density_km': 7251.505703050233, 'circuity_avg': 1.0480145061266835, 'self_loop_proportion': 0.001081665765278529, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0480145061266835\n", - "1100\n", - "41050877.62153214\n", - "{'n': 1912, 'm': 4954, 'k_avg': 5.182008368200837, 'intersection_count': 1511, 'streets_per_node_avg': 2.686715481171548, 'streets_per_node_counts': {0: 0, 1: 401, 2: 0, 3: 1318, 4: 184, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20972803347280336, 2: 0.0, 3: 0.6893305439330544, 4: 0.09623430962343096, 5: 0.0041841004184100415, 6: 0.0005230125523012552}, 'edge_length_total': 564273.3029999998, 'edge_length_avg': 113.90256419055305, 'street_length_total': 285973.82299999986, 'street_length_avg': 113.21212311955655, 'street_segments_count': 2526, 'node_density_km': 46.57634893040901, 'intersection_density_km': 36.80798286289122, 'edge_density_km': 13745.706199080754, 'street_density_km': 6966.326655340492, 'circuity_avg': 1.053156405309626, 'self_loop_proportion': 0.0012111425111021397, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053156405309626\n", - "1101\n", - "10007258.755944958\n", - "{'n': 306, 'm': 775, 'k_avg': 5.065359477124183, 'intersection_count': 259, 'streets_per_node_avg': 2.781045751633987, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 232, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15359477124183007, 2: 0.0, 3: 0.7581699346405228, 4: 0.08823529411764706}, 'edge_length_total': 129352.97599999998, 'edge_length_avg': 166.90706580645158, 'street_length_total': 65159.874, 'street_length_avg': 160.09797051597053, 'street_segments_count': 407, 'node_density_km': 30.577804318112214, 'intersection_density_km': 25.881213458794324, 'edge_density_km': 12925.914993769493, 'street_density_km': 6511.261034525646, 'circuity_avg': 1.0531638423763257, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0531638423763257\n", - "1102\n", - "10008210.235524125\n", - "{'n': 216, 'm': 552, 'k_avg': 5.111111111111111, 'intersection_count': 183, 'streets_per_node_avg': 2.7546296296296298, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 170, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1527777777777778, 2: 0.0, 3: 0.7870370370370371, 4: 0.06018518518518518}, 'edge_length_total': 100264.17199999989, 'edge_length_avg': 181.637992753623, 'street_length_total': 50349.45899999997, 'street_length_avg': 177.91328268551229, 'street_segments_count': 283, 'node_density_km': 21.582280439444446, 'intersection_density_km': 18.284987594529323, 'edge_density_km': 10018.192028392088, 'street_density_km': 5030.815482001432, 'circuity_avg': 1.0382555850630988, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0382555850630988\n", - "1103\n", - "10001802.930977032\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 440, 'm': 1176, 'k_avg': 5.345454545454546, 'intersection_count': 365, 'streets_per_node_avg': 2.809090909090909, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 299, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17045454545454544, 2: 0.0, 3: 0.6795454545454546, 4: 0.15}, 'edge_length_total': 165021.8559999998, 'edge_length_avg': 140.32470748299303, 'street_length_total': 82510.92799999996, 'street_length_avg': 140.32470748299312, 'street_segments_count': 588, 'node_density_km': 43.99206853368969, 'intersection_density_km': 36.4934204881744, 'edge_density_km': 16499.21090615605, 'street_density_km': 8249.605453078031, 'circuity_avg': 1.041249303849641, 'self_loop_proportion': 0.0017006802721088435, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041249303849641\n", - "1104\n", - "43014787.096870676\n", - "error with entry 1104\n", - "1105\n", - "34018486.50545018\n", - "{'n': 1770, 'm': 4756, 'k_avg': 5.374011299435028, 'intersection_count': 1438, 'streets_per_node_avg': 2.7440677966101696, 'streets_per_node_counts': {0: 0, 1: 332, 2: 0, 3: 1229, 4: 207, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18757062146892656, 2: 0.0, 3: 0.6943502824858757, 4: 0.11694915254237288, 5: 0.0011299435028248588}, 'edge_length_total': 592843.1299999998, 'edge_length_avg': 124.65162531539104, 'street_length_total': 296689.4420000001, 'street_length_avg': 124.55476154492028, 'street_segments_count': 2382, 'node_density_km': 52.030533448818304, 'intersection_density_km': 42.271133954463686, 'edge_density_km': 17427.08717817352, 'street_density_km': 8721.418042876974, 'circuity_avg': 1.0583776751279108, 'self_loop_proportion': 0.001682085786375105, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0583776751279108\n", - "1106\n", - "11002373.355807032\n", - "{'n': 494, 'm': 1314, 'k_avg': 5.319838056680162, 'intersection_count': 392, 'streets_per_node_avg': 2.700404858299595, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 336, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20647773279352227, 2: 0.0, 3: 0.680161943319838, 4: 0.11336032388663968}, 'edge_length_total': 141230.86999999997, 'edge_length_avg': 107.48163622526634, 'street_length_total': 70615.43500000003, 'street_length_avg': 107.4816362252664, 'street_segments_count': 657, 'node_density_km': 44.89940343092136, 'intersection_density_km': 35.628676406723024, 'edge_density_km': 12836.400423137666, 'street_density_km': 6418.2002115688365, 'circuity_avg': 1.0639068573699073, 'self_loop_proportion': 0.0060882800608828, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639068573699073\n", - "1107\n", - "4000949.968869255\n", - "{'n': 117, 'm': 340, 'k_avg': 5.811965811965812, 'intersection_count': 108, 'streets_per_node_avg': 3.0427350427350426, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 86, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07692307692307693, 2: 0.0, 3: 0.7350427350427351, 4: 0.1794871794871795, 5: 0.008547008547008548}, 'edge_length_total': 58898.99599999997, 'edge_length_avg': 173.2323411764705, 'street_length_total': 29449.49799999999, 'street_length_avg': 173.23234117647053, 'street_segments_count': 170, 'node_density_km': 29.243055002026537, 'intersection_density_km': 26.99358923263988, 'edge_density_km': 14721.25281702684, 'street_density_km': 7360.626408513421, 'circuity_avg': 1.0332414020971252, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0332414020971252\n", - "1108\n", - "9009138.41980911\n", - "{'n': 447, 'm': 1263, 'k_avg': 5.651006711409396, 'intersection_count': 375, 'streets_per_node_avg': 2.8926174496644297, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 279, 4: 96}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1610738255033557, 2: 0.0, 3: 0.6241610738255033, 4: 0.21476510067114093}, 'edge_length_total': 123980.02499999994, 'edge_length_avg': 98.16312351543938, 'street_length_total': 62273.23500000003, 'street_length_avg': 97.91389150943401, 'street_segments_count': 636, 'node_density_km': 49.61628728193869, 'intersection_density_km': 41.624402082163336, 'edge_density_km': 13761.58509535109, 'street_density_km': 6912.229793592127, 'circuity_avg': 1.026894870319072, 'self_loop_proportion': 0.001583531274742676, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.026894870319072\n", - "1109\n", - "6001668.017411044\n", - "{'n': 212, 'm': 570, 'k_avg': 5.377358490566038, 'intersection_count': 175, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 154, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17452830188679244, 2: 0.0, 3: 0.7264150943396226, 4: 0.09905660377358491}, 'edge_length_total': 73223.29100000001, 'edge_length_avg': 128.46191403508774, 'street_length_total': 36673.609999999986, 'street_length_avg': 128.22940559440553, 'street_segments_count': 286, 'node_density_km': 35.32351329413436, 'intersection_density_km': 29.158560502233552, 'edge_density_km': 12200.490061692308, 'street_density_km': 6110.569577258954, 'circuity_avg': 1.0613748917733596, 'self_loop_proportion': 0.0035087719298245615, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0613748917733596\n", - "1110\n", - "8001439.973608546\n", - "{'n': 436, 'm': 1134, 'k_avg': 5.201834862385321, 'intersection_count': 358, 'streets_per_node_avg': 2.713302752293578, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 329, 4: 27, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17889908256880735, 2: 0.0, 3: 0.7545871559633027, 4: 0.06192660550458716, 5: 0.0045871559633027525}, 'edge_length_total': 129701.01899999999, 'edge_length_avg': 114.37479629629628, 'street_length_total': 65025.82999999999, 'street_length_avg': 113.68152097902096, 'street_segments_count': 572, 'node_density_km': 54.49019194520928, 'intersection_density_km': 44.74194659721313, 'edge_density_km': 16209.709680732192, 'street_density_km': 8126.765958937036, 'circuity_avg': 1.0640651944654302, 'self_loop_proportion': 0.001763668430335097, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0640651944654302\n", - "1111\n", - "11002493.222958354\n", - "{'n': 315, 'm': 823, 'k_avg': 5.2253968253968255, 'intersection_count': 257, 'streets_per_node_avg': 2.742857142857143, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 222, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18412698412698414, 2: 0.0, 3: 0.7047619047619048, 4: 0.1111111111111111}, 'edge_length_total': 133676.04500000013, 'edge_length_avg': 162.4253280680439, 'street_length_total': 66891.93999999999, 'street_length_avg': 162.3590776699029, 'street_segments_count': 412, 'node_density_km': 28.629874485421652, 'intersection_density_km': 23.35834204048687, 'edge_density_km': 12149.613936690732, 'street_density_km': 6079.707448528113, 'circuity_avg': 1.0433174081103564, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0433174081103564\n", - "1112\n", - "118053657.692225\n", - "{'n': 15886, 'm': 44393, 'k_avg': 5.588946241974066, 'intersection_count': 13359, 'streets_per_node_avg': 2.8930504847035126, 'streets_per_node_counts': {0: 0, 1: 2527, 2: 4, 3: 10098, 4: 3165, 5: 82, 6: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15907088002014352, 2: 0.0002517940324814302, 3: 0.6356540349993706, 4: 0.19923202820093164, 5: 0.005161777665869319, 6: 0.0006294850812035755}, 'edge_length_total': 3229913.637999994, 'edge_length_avg': 72.75727339895917, 'street_length_total': 1647734.354000002, 'street_length_avg': 72.24053461352983, 'street_segments_count': 22809, 'node_density_km': 134.56592799027058, 'intersection_density_km': 113.16040740413098, 'edge_density_km': 27359.708298243742, 'street_density_km': 13957.503614972886, 'circuity_avg': 1.0616117155076241, 'self_loop_proportion': 0.001374090509765053, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0616117155076241\n", - "1113\n", - "18002149.70980118\n", - "{'n': 821, 'm': 2141, 'k_avg': 5.215590742996346, 'intersection_count': 654, 'streets_per_node_avg': 2.6967113276492083, 'streets_per_node_counts': {0: 0, 1: 167, 2: 0, 3: 574, 4: 77, 5: 2, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20341047503045068, 2: 0.0, 3: 0.6991473812423873, 4: 0.09378806333739342, 5: 0.00243605359317905, 6: 0.0, 7: 0.001218026796589525}, 'edge_length_total': 282692.4339999999, 'edge_length_avg': 132.0375684259691, 'street_length_total': 141536.54699999996, 'street_length_avg': 131.5395418215613, 'street_segments_count': 1076, 'node_density_km': 45.60566450311269, 'intersection_density_km': 36.32899462245518, 'edge_density_km': 15703.259808248871, 'street_density_km': 7862.202530342313, 'circuity_avg': 1.0469795453047326, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0469795453047326\n", - "1114\n", - "10007267.189936614\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 254, 'm': 613, 'k_avg': 4.826771653543307, 'intersection_count': 202, 'streets_per_node_avg': 2.625984251968504, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 193, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2047244094488189, 2: 0.0, 3: 0.7598425196850394, 4: 0.03543307086614173}, 'edge_length_total': 95021.49600000007, 'edge_length_avg': 155.01059706362165, 'street_length_total': 47550.02700000001, 'street_length_avg': 154.88608143322477, 'street_segments_count': 307, 'node_density_km': 25.381554742080276, 'intersection_density_km': 20.185330936615024, 'edge_density_km': 9495.249222040802, 'street_density_km': 4751.5496586137615, 'circuity_avg': 1.1147181095103733, 'self_loop_proportion': 0.0065252854812398045, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1147181095103733\n", - "1115\n", - "10003468.191692906\n", - "{'n': 409, 'm': 1098, 'k_avg': 5.36919315403423, 'intersection_count': 346, 'streets_per_node_avg': 2.836185819070905, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 287, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15403422982885084, 2: 0.0, 3: 0.7017114914425427, 4: 0.14425427872860636}, 'edge_length_total': 158203.60900000008, 'edge_length_avg': 144.08343260473595, 'street_length_total': 79353.64500000006, 'street_length_avg': 142.46614901256743, 'street_segments_count': 557, 'node_density_km': 40.88582001386703, 'intersection_density_km': 34.588004217110004, 'edge_density_km': 15814.875997844005, 'street_density_km': 7932.61331763888, 'circuity_avg': 1.0640490539553409, 'self_loop_proportion': 0.0036429872495446266, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0640490539553409\n", - "1116\n", - "9011115.045880962\n", - "{'n': 390, 'm': 1052, 'k_avg': 5.394871794871795, 'intersection_count': 328, 'streets_per_node_avg': 2.7897435897435896, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 286, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15897435897435896, 2: 0.0, 3: 0.7333333333333333, 4: 0.1076923076923077}, 'edge_length_total': 147345.5739999999, 'edge_length_avg': 140.06233269961967, 'street_length_total': 73672.78699999998, 'street_length_avg': 140.06233269961973, 'street_segments_count': 526, 'node_density_km': 43.27988245786203, 'intersection_density_km': 36.39949088763781, 'edge_density_km': 16351.53621386207, 'street_density_km': 8175.768106931038, 'circuity_avg': 1.054864479854073, 'self_loop_proportion': 0.0038022813688212928, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054864479854073\n", - "1117\n", - "7001560.573930732\n", - "{'n': 285, 'm': 756, 'k_avg': 5.3052631578947365, 'intersection_count': 241, 'streets_per_node_avg': 2.7859649122807015, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 214, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1543859649122807, 2: 0.0, 3: 0.7508771929824561, 4: 0.09473684210526316}, 'edge_length_total': 114854.8880000002, 'edge_length_avg': 151.9244550264553, 'street_length_total': 57427.44399999998, 'street_length_avg': 151.92445502645498, 'street_segments_count': 378, 'node_density_km': 40.70521092985399, 'intersection_density_km': 34.420897663490564, 'edge_density_km': 16404.184008297416, 'street_density_km': 8202.092004148692, 'circuity_avg': 1.0571408988106819, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571408988106819\n", - "1118\n", - "11008853.531977706\n", - "{'n': 264, 'm': 671, 'k_avg': 5.083333333333333, 'intersection_count': 215, 'streets_per_node_avg': 2.7045454545454546, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 195, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1856060606060606, 2: 0.0, 3: 0.7386363636363636, 4: 0.07575757575757576}, 'edge_length_total': 99088.20100000006, 'edge_length_avg': 147.6724307004472, 'street_length_total': 50230.94699999997, 'street_length_avg': 145.17614739884385, 'street_segments_count': 346, 'node_density_km': 23.980698737897846, 'intersection_density_km': 19.5297357145759, 'edge_density_km': 9000.773850989657, 'street_density_km': 4562.7773004784585, 'circuity_avg': 1.0632210126554709, 'self_loop_proportion': 0.0029806259314456036, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0632210126554709\n", - "1119\n", - "8002694.322376283\n", - "{'n': 551, 'm': 1482, 'k_avg': 5.379310344827586, 'intersection_count': 444, 'streets_per_node_avg': 2.751361161524501, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 367, 4: 77}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19419237749546278, 2: 0.0, 3: 0.6660617059891107, 4: 0.1397459165154265}, 'edge_length_total': 149538.48199999993, 'edge_length_avg': 100.90315924426446, 'street_length_total': 74769.24100000008, 'street_length_avg': 100.90315924426461, 'street_segments_count': 741, 'node_density_km': 68.8518113779946, 'intersection_density_km': 55.48131443163266, 'edge_density_km': 18686.016980790624, 'street_density_km': 9343.008490395327, 'circuity_avg': 1.0701923720679842, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0701923720679842\n", - "1120\n", - "10007932.357363116\n", - "{'n': 254, 'm': 667, 'k_avg': 5.251968503937008, 'intersection_count': 201, 'streets_per_node_avg': 2.732283464566929, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 163, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20866141732283464, 2: 0.0, 3: 0.6417322834645669, 4: 0.14960629921259844}, 'edge_length_total': 117911.22400000002, 'edge_length_avg': 176.77844677661173, 'street_length_total': 59011.07600000003, 'street_length_avg': 176.67986826347314, 'street_segments_count': 334, 'node_density_km': 25.379867781892543, 'intersection_density_km': 20.084068599056696, 'edge_density_km': 11781.776673705177, 'street_density_km': 5896.430340737059, 'circuity_avg': 1.0391600345861207, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0391600345861207\n", - "1121\n", - "6006464.199175458\n", - "{'n': 267, 'm': 638, 'k_avg': 4.7790262172284645, 'intersection_count': 193, 'streets_per_node_avg': 2.48689138576779, 'streets_per_node_counts': {0: 0, 1: 74, 2: 2, 3: 179, 4: 11, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27715355805243447, 2: 0.00749063670411985, 3: 0.6704119850187266, 4: 0.04119850187265917, 5: 0.003745318352059925}, 'edge_length_total': 73752.30300000007, 'edge_length_avg': 115.59922100313491, 'street_length_total': 37037.19599999997, 'street_length_avg': 115.7412374999999, 'street_segments_count': 320, 'node_density_km': 44.45210878583986, 'intersection_density_km': 32.132048672910464, 'edge_density_km': 12278.82170847276, 'street_density_km': 6166.222718031729, 'circuity_avg': 1.0547998930902203, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0547998930902203\n", - "1122\n", - "13005715.033116538\n", - "{'n': 391, 'm': 1013, 'k_avg': 5.181585677749361, 'intersection_count': 314, 'streets_per_node_avg': 2.734015345268542, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 264, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1969309462915601, 2: 0.0, 3: 0.6751918158567775, 4: 0.1278772378516624}, 'edge_length_total': 157830.79700000025, 'edge_length_avg': 155.80532773938822, 'street_length_total': 79299.65500000001, 'street_length_avg': 153.68150193798454, 'street_segments_count': 516, 'node_density_km': 30.063706532427794, 'intersection_density_km': 24.14323235596503, 'edge_density_km': 12135.495557000493, 'street_density_km': 6097.292982206574, 'circuity_avg': 1.0927110009310828, 'self_loop_proportion': 0.003948667324777887, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0927110009310828\n", - "1123\n", - "5003026.26055948\n", - "{'n': 244, 'm': 576, 'k_avg': 4.721311475409836, 'intersection_count': 170, 'streets_per_node_avg': 2.4672131147540983, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 152, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30327868852459017, 2: 0.0, 3: 0.6229508196721312, 4: 0.07377049180327869}, 'edge_length_total': 71122.872, 'edge_length_avg': 123.47720833333334, 'street_length_total': 35561.436000000016, 'street_length_avg': 123.4772083333334, 'street_segments_count': 288, 'node_density_km': 48.77048156303579, 'intersection_density_km': 33.97943387588559, 'edge_density_km': 14215.970154041617, 'street_density_km': 7107.985077020811, 'circuity_avg': 1.088752759410138, 'self_loop_proportion': 0.006944444444444444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.088752759410138\n", - "1124\n", - "8001029.262679625\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 250, 'm': 579, 'k_avg': 4.632, 'intersection_count': 179, 'streets_per_node_avg': 2.476, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 168, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.284, 2: 0.0, 3: 0.672, 4: 0.044}, 'edge_length_total': 65210.82700000003, 'edge_length_avg': 112.6266442141624, 'street_length_total': 32793.464999999975, 'street_length_avg': 110.41570707070699, 'street_segments_count': 297, 'node_density_km': 31.245979959867377, 'intersection_density_km': 22.37212165126504, 'edge_density_km': 8150.304774433517, 'street_density_km': 4098.655800818446, 'circuity_avg': 1.0875253267927607, 'self_loop_proportion': 0.0034542314335060447, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0875253267927607\n", - "1125\n", - "18012317.44799038\n", - "{'n': 709, 'm': 1904, 'k_avg': 5.3709449929478135, 'intersection_count': 588, 'streets_per_node_avg': 2.8392101551480957, 'streets_per_node_counts': {0: 0, 1: 121, 2: 0, 3: 460, 4: 128}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17066290550070523, 2: 0.0, 3: 0.6488011283497884, 4: 0.18053596614950634}, 'edge_length_total': 271224.9180000001, 'edge_length_avg': 142.45006197478997, 'street_length_total': 139291.22400000013, 'street_length_avg': 142.13390204081645, 'street_segments_count': 980, 'node_density_km': 39.36195339923362, 'intersection_density_km': 32.64432806593705, 'edge_density_km': 15057.746943620543, 'street_density_km': 7733.10954585362, 'circuity_avg': 1.0442266700942973, 'self_loop_proportion': 0.0010504201680672268, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0442266700942973\n", - "1126\n", - "9001388.37199165\n", - "{'n': 477, 'm': 1318, 'k_avg': 5.526205450733753, 'intersection_count': 390, 'streets_per_node_avg': 2.8679245283018866, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 279, 4: 111}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18238993710691823, 2: 0.0, 3: 0.5849056603773585, 4: 0.23270440251572327}, 'edge_length_total': 153079.65599999984, 'edge_length_avg': 116.1454142640363, 'street_length_total': 76539.8280000001, 'street_length_avg': 116.14541426403656, 'street_segments_count': 659, 'node_density_km': 52.991825292664146, 'intersection_density_km': 43.32664961035434, 'edge_density_km': 17006.227225604023, 'street_density_km': 8503.11361280203, 'circuity_avg': 1.066683234749327, 'self_loop_proportion': 0.007587253414264037, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066683234749327\n", - "1127\n", - "11013222.945075018\n", - "{'n': 339, 'm': 868, 'k_avg': 5.12094395280236, 'intersection_count': 277, 'streets_per_node_avg': 2.71976401179941, 'streets_per_node_counts': {0: 0, 1: 62, 2: 1, 3: 246, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18289085545722714, 2: 0.0029498525073746312, 3: 0.7256637168141593, 4: 0.08849557522123894}, 'edge_length_total': 128474.32099999968, 'edge_length_avg': 148.01189055299503, 'street_length_total': 64266.33900000004, 'street_length_avg': 147.39986009174322, 'street_segments_count': 436, 'node_density_km': 30.781180194994306, 'intersection_density_km': 25.15158381714874, 'edge_density_km': 11665.460841093012, 'street_density_km': 5835.379826641863, 'circuity_avg': 1.0564194890874592, 'self_loop_proportion': 0.0034562211981566822, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0564194890874592\n", - "1128\n", - "4003424.258332113\n", - "{'n': 124, 'm': 358, 'k_avg': 5.774193548387097, 'intersection_count': 106, 'streets_per_node_avg': 2.9919354838709675, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 72, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14516129032258066, 2: 0.0, 3: 0.5806451612903226, 4: 0.2661290322580645, 5: 0.008064516129032258}, 'edge_length_total': 58941.10599999998, 'edge_length_avg': 164.6399608938547, 'street_length_total': 29470.553, 'street_length_avg': 164.63996089385475, 'street_segments_count': 179, 'node_density_km': 30.973484696738154, 'intersection_density_km': 26.47733369237294, 'edge_density_km': 14722.672941127586, 'street_density_km': 7361.336470563796, 'circuity_avg': 1.0565293116626047, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0565293116626047\n", - "1129\n", - "24011536.523589235\n", - "{'n': 671, 'm': 1680, 'k_avg': 5.007451564828614, 'intersection_count': 511, 'streets_per_node_avg': 2.6050670640834577, 'streets_per_node_counts': {0: 0, 1: 160, 2: 0, 3: 456, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23845007451564829, 2: 0.0, 3: 0.6795827123695977, 4: 0.08196721311475409}, 'edge_length_total': 247564.8610000001, 'edge_length_avg': 147.36003630952388, 'street_length_total': 124070.32599999994, 'street_length_avg': 147.00275592417054, 'street_segments_count': 844, 'node_density_km': 27.94490054148768, 'intersection_density_km': 21.28143692503756, 'edge_density_km': 10310.246524906444, 'street_density_km': 5167.113144888154, 'circuity_avg': 1.0978776074972036, 'self_loop_proportion': 0.004761904761904762, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0978776074972036\n", - "1130\n", - "18004558.364834726\n", - "{'n': 1184, 'm': 3138, 'k_avg': 5.300675675675675, 'intersection_count': 958, 'streets_per_node_avg': 2.730574324324324, 'streets_per_node_counts': {0: 0, 1: 226, 2: 0, 3: 828, 4: 127, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19087837837837837, 2: 0.0, 3: 0.6993243243243243, 4: 0.10726351351351351, 5: 0.002533783783783784}, 'edge_length_total': 335562.405000001, 'edge_length_avg': 106.93511950286839, 'street_length_total': 168094.3259999996, 'street_length_avg': 106.38881392405038, 'street_segments_count': 1580, 'node_density_km': 65.76112426686944, 'intersection_density_km': 53.208747506470374, 'edge_density_km': 18637.635991971823, 'street_density_km': 9336.209341758138, 'circuity_avg': 1.0464663623795136, 'self_loop_proportion': 0.0012746972594008922, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0464663623795136\n", - "1131\n", - "11001365.122843193\n", - "{'n': 532, 'm': 1398, 'k_avg': 5.2556390977443606, 'intersection_count': 418, 'streets_per_node_avg': 2.731203007518797, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 334, 4: 83, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21428571428571427, 2: 0.0, 3: 0.6278195488721805, 4: 0.15601503759398497, 5: 0.0018796992481203006}, 'edge_length_total': 174677.40799999956, 'edge_length_avg': 124.94807439198824, 'street_length_total': 87701.10699999999, 'street_length_avg': 124.93035185185184, 'street_segments_count': 702, 'node_density_km': 48.357635080700774, 'intersection_density_km': 37.9952847062649, 'edge_density_km': 15877.793896441091, 'street_density_km': 7971.838587367466, 'circuity_avg': 1.058201418500498, 'self_loop_proportion': 0.00715307582260372, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058201418500498\n", - "1132\n", - "15003147.71248277\n", - "{'n': 1278, 'm': 3859, 'k_avg': 6.039123630672926, 'intersection_count': 1153, 'streets_per_node_avg': 3.0821596244131455, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 820, 4: 316, 5: 13, 6: 3, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09780907668231612, 2: 0.0, 3: 0.6416275430359938, 4: 0.24726134585289514, 5: 0.010172143974960876, 6: 0.002347417840375587, 7: 0.000782472613458529}, 'edge_length_total': 303825.65400000074, 'edge_length_avg': 78.73170614148762, 'street_length_total': 152532.08500000008, 'street_length_avg': 78.34210837185418, 'street_segments_count': 1947, 'node_density_km': 85.18212474417558, 'intersection_density_km': 76.8505397731099, 'edge_density_km': 20250.794021524875, 'street_density_km': 10166.672215930517, 'circuity_avg': 1.0482056526232248, 'self_loop_proportion': 0.0010365379632029023, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0482056526232248\n", - "1133\n", - "17005217.920766763\n", - "{'n': 852, 'm': 2231, 'k_avg': 5.237089201877934, 'intersection_count': 663, 'streets_per_node_avg': 2.7030516431924885, 'streets_per_node_counts': {0: 0, 1: 189, 2: 0, 3: 541, 4: 119, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22183098591549297, 2: 0.0, 3: 0.6349765258215962, 4: 0.1396713615023474, 5: 0.0035211267605633804}, 'edge_length_total': 282246.72200000007, 'edge_length_avg': 126.5113052442851, 'street_length_total': 141605.76699999996, 'street_length_avg': 126.09596349065, 'street_segments_count': 1123, 'node_density_km': 50.102268842996594, 'intersection_density_km': 38.98803314895158, 'edge_density_km': 16597.653926876203, 'street_density_km': 8327.19507975673, 'circuity_avg': 1.0397452641686116, 'self_loop_proportion': 0.002689376961004034, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397452641686116\n", - "1134\n", - "5004836.393502447\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 278, 'm': 683, 'k_avg': 4.913669064748201, 'intersection_count': 210, 'streets_per_node_avg': 2.6007194244604315, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 185, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2446043165467626, 2: 0.0, 3: 0.6654676258992805, 4: 0.08992805755395683}, 'edge_length_total': 77899.00500000012, 'edge_length_avg': 114.05418008784791, 'street_length_total': 39502.83299999999, 'street_length_avg': 113.18863323782233, 'street_segments_count': 349, 'node_density_km': 55.546271274904186, 'intersection_density_km': 41.959413552985175, 'edge_density_km': 15564.745553147928, 'street_density_km': 7892.931935054808, 'circuity_avg': 1.0773890195801954, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0773890195801954\n", - "1135\n", - "9001930.38518316\n", - "{'n': 806, 'm': 2133, 'k_avg': 5.292803970223325, 'intersection_count': 642, 'streets_per_node_avg': 2.7245657568238215, 'streets_per_node_counts': {0: 0, 1: 164, 2: 0, 3: 544, 4: 91, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20347394540942929, 2: 0.0, 3: 0.674937965260546, 4: 0.11290322580645161, 5: 0.007444168734491315, 6: 0.0012406947890818859}, 'edge_length_total': 183063.23800000045, 'edge_length_avg': 85.82430285982205, 'street_length_total': 91575.00000000006, 'street_length_avg': 85.82474226804129, 'street_segments_count': 1067, 'node_density_km': 89.5363511504872, 'intersection_density_km': 71.3180365243335, 'edge_density_km': 20335.9979656492, 'street_density_km': 10172.818060305051, 'circuity_avg': 1.054675843805173, 'self_loop_proportion': 0.001875293014533521, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054675843805173\n", - "1136\n", - "24005999.765278425\n", - "{'n': 1127, 'm': 3070, 'k_avg': 5.448092280390417, 'intersection_count': 929, 'streets_per_node_avg': 2.8181011535048803, 'streets_per_node_counts': {0: 0, 1: 198, 2: 0, 3: 745, 4: 177, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1756876663708962, 2: 0.0, 3: 0.6610470275066548, 4: 0.15705412599822538, 5: 0.006211180124223602}, 'edge_length_total': 366314.70600000065, 'edge_length_avg': 119.32075114006535, 'street_length_total': 184303.44900000026, 'street_length_avg': 118.14323653846171, 'street_segments_count': 1560, 'node_density_km': 46.946597143188335, 'intersection_density_km': 38.698659047046995, 'edge_density_km': 15259.298074718285, 'street_density_km': 7677.391102309822, 'circuity_avg': 1.0768881781835222, 'self_loop_proportion': 0.001954397394136808, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0768881781835222\n", - "1137\n", - "8007061.857692356\n", - "{'n': 488, 'm': 1353, 'k_avg': 5.545081967213115, 'intersection_count': 419, 'streets_per_node_avg': 2.889344262295082, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 335, 4: 84}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1413934426229508, 2: 0.0, 3: 0.6864754098360656, 4: 0.1721311475409836}, 'edge_length_total': 143842.74600000007, 'edge_length_avg': 106.31392904656325, 'street_length_total': 72128.48000000004, 'street_length_avg': 105.76023460410563, 'street_segments_count': 682, 'node_density_km': 60.946200825360194, 'intersection_density_km': 52.32880767587279, 'edge_density_km': 17964.485420055902, 'street_density_km': 9008.108252680284, 'circuity_avg': 1.0454263280819456, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454263280819456\n", - "1138\n", - "3000419.798380489\n", - "{'n': 17, 'm': 44, 'k_avg': 5.176470588235294, 'intersection_count': 16, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 14, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.058823529411764705, 2: 0.0, 3: 0.8235294117647058, 4: 0.11764705882352941}, 'edge_length_total': 9456.622000000001, 'edge_length_avg': 214.9232272727273, 'street_length_total': 4728.311, 'street_length_avg': 214.92322727272725, 'street_segments_count': 22, 'node_density_km': 5.665873825114721, 'intersection_density_km': 5.332587129519737, 'edge_density_km': 3151.7662978708254, 'street_density_km': 1575.8831489354125, 'circuity_avg': 1.134993201788353, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.134993201788353\n", - "1139\n", - "100016667.81504856\n", - "{'n': 9137, 'm': 25109, 'k_avg': 5.496114698478713, 'intersection_count': 7575, 'streets_per_node_avg': 2.8150377585640802, 'streets_per_node_counts': {0: 0, 1: 1562, 2: 7, 3: 6188, 4: 1321, 5: 57, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1709532669366313, 2: 0.0007661157929298456, 3: 0.6772463609499836, 4: 0.14457699463718945, 5: 0.006238371456714457, 6: 0.0002188902265513845}, 'edge_length_total': 1984279.8700000031, 'edge_length_avg': 79.0266386554623, 'street_length_total': 1006278.4579999944, 'street_length_avg': 78.90523468987645, 'street_segments_count': 12753, 'node_density_km': 91.35477315537243, 'intersection_density_km': 75.73737623420665, 'edge_density_km': 19839.4918901852, 'street_density_km': 10061.10761319114, 'circuity_avg': 1.0579025326109648, 'self_loop_proportion': 0.0019116651399896452, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0579025326109648\n", - "1140\n", - "61065944.5086907\n", - "error with entry 1140\n", - "1141\n", - "9001571.987219308\n", - "{'n': 348, 'm': 881, 'k_avg': 5.063218390804598, 'intersection_count': 267, 'streets_per_node_avg': 2.6551724137931036, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 225, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23275862068965517, 2: 0.0, 3: 0.646551724137931, 4: 0.1206896551724138}, 'edge_length_total': 101035.88900000016, 'edge_length_avg': 114.68318842224762, 'street_length_total': 50706.111999999994, 'street_length_avg': 113.69083408071748, 'street_segments_count': 446, 'node_density_km': 38.65991412323319, 'intersection_density_km': 29.661485835928918, 'edge_density_km': 11224.249402599216, 'street_density_km': 5633.0285501236895, 'circuity_avg': 1.0668975908407685, 'self_loop_proportion': 0.004540295119182747, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0668975908407685\n", - "1142\n", - "56009940.62655684\n", - "{'n': 978, 'm': 2576, 'k_avg': 5.267893660531698, 'intersection_count': 804, 'streets_per_node_avg': 2.776073619631902, 'streets_per_node_counts': {0: 0, 1: 174, 2: 0, 3: 675, 4: 129}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17791411042944785, 2: 0.0, 3: 0.6901840490797546, 4: 0.13190184049079753}, 'edge_length_total': 296297.7109999993, 'edge_length_avg': 115.02240333850905, 'street_length_total': 151710.45800000004, 'street_length_avg': 113.55573203592817, 'street_segments_count': 1336, 'node_density_km': 17.46118615837786, 'intersection_density_km': 14.354594755967074, 'edge_density_km': 5290.091503141341, 'street_density_km': 2708.634508497716, 'circuity_avg': 1.0699214284456189, 'self_loop_proportion': 0.0015527950310559005, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0699214284456189\n", - "1143\n", - "33006122.55908024\n", - "{'n': 1751, 'm': 4549, 'k_avg': 5.19588806396345, 'intersection_count': 1336, 'streets_per_node_avg': 2.6584808680753853, 'streets_per_node_counts': {0: 0, 1: 415, 2: 3, 3: 1098, 4: 235}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23700742432895489, 2: 0.0017133066818960593, 3: 0.6270702455739577, 4: 0.1342090234151913}, 'edge_length_total': 531792.6259999975, 'edge_length_avg': 116.9031932292806, 'street_length_total': 268414.5829999998, 'street_length_avg': 116.75275467594598, 'street_segments_count': 2299, 'node_density_km': 53.05076344141146, 'intersection_density_km': 40.47733863947785, 'edge_density_km': 16111.938778876563, 'street_density_km': 8132.266446006905, 'circuity_avg': 1.0642882999649084, 'self_loop_proportion': 0.0017586282699494395, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0642882999649084\n", - "1144\n", - "21006645.216289703\n", - "{'n': 1550, 'm': 3871, 'k_avg': 4.99483870967742, 'intersection_count': 1136, 'streets_per_node_avg': 2.5593548387096776, 'streets_per_node_counts': {0: 0, 1: 414, 2: 0, 3: 993, 4: 141, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2670967741935484, 2: 0.0, 3: 0.6406451612903226, 4: 0.09096774193548388, 5: 0.0012903225806451613}, 'edge_length_total': 358505.60799999983, 'edge_length_avg': 92.61317695685865, 'street_length_total': 181786.918, 'street_length_avg': 92.93809713701432, 'street_segments_count': 1956, 'node_density_km': 73.78617499561734, 'intersection_density_km': 54.0781256742073, 'edge_density_km': 17066.295179869794, 'street_density_km': 8653.781511910931, 'circuity_avg': 1.0849962483516131, 'self_loop_proportion': 0.003099974166881943, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0849962483516131\n", - "1145\n", - "15015617.234566642\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1321, 'm': 3906, 'k_avg': 5.913701741105223, 'intersection_count': 1158, 'streets_per_node_avg': 3.03557910673732, 'streets_per_node_counts': {0: 0, 1: 163, 2: 0, 3: 793, 4: 358, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12339137017411052, 2: 0.0, 3: 0.6003028009084027, 4: 0.27100681302043905, 5: 0.004542013626040878, 6: 0.000757002271006813}, 'edge_length_total': 316617.60199999984, 'edge_length_avg': 81.05929390681, 'street_length_total': 159849.39, 'street_length_avg': 80.65054994954592, 'street_segments_count': 1982, 'node_density_km': 87.9750715114792, 'intersection_density_km': 77.11970689651243, 'edge_density_km': 21085.88658421124, 'street_density_km': 10645.542404478676, 'circuity_avg': 1.0452692338560101, 'self_loop_proportion': 0.002560163850486431, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0452692338560101\n", - "1146\n", - "20009940.439414065\n", - "{'n': 934, 'm': 2385, 'k_avg': 5.107066381156317, 'intersection_count': 728, 'streets_per_node_avg': 2.646680942184154, 'streets_per_node_counts': {0: 0, 1: 206, 2: 0, 3: 649, 4: 76, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22055674518201285, 2: 0.0, 3: 0.6948608137044968, 4: 0.08137044967880086, 5: 0.0032119914346895075}, 'edge_length_total': 336703.28600000014, 'edge_length_avg': 141.17538197064997, 'street_length_total': 168666.6399999999, 'street_length_avg': 140.55553333333324, 'street_segments_count': 1200, 'node_density_km': 46.67680060457739, 'intersection_density_km': 36.38191738772199, 'edge_density_km': 16826.801010201285, 'street_density_km': 8429.142530967914, 'circuity_avg': 1.0449306052437797, 'self_loop_proportion': 0.0016771488469601676, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0449306052437797\n", - "1147\n", - "11012541.70639177\n", - "{'n': 240, 'm': 656, 'k_avg': 5.466666666666667, 'intersection_count': 213, 'streets_per_node_avg': 2.8541666666666665, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 194, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1125, 2: 0.0, 3: 0.8083333333333333, 4: 0.07916666666666666}, 'edge_length_total': 99097.84600000002, 'edge_length_avg': 151.06378963414636, 'street_length_total': 49548.923, 'street_length_avg': 151.06378963414636, 'street_segments_count': 328, 'node_density_km': 21.79333403665586, 'intersection_density_km': 19.341583957532077, 'edge_density_km': 8998.635250796173, 'street_density_km': 4499.3176253980855, 'circuity_avg': 1.0539134312438343, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0539134312438343\n", - "1148\n", - "16018597.3544164\n", - "{'n': 505, 'm': 1283, 'k_avg': 5.081188118811881, 'intersection_count': 386, 'streets_per_node_avg': 2.6356435643564358, 'streets_per_node_counts': {0: 0, 1: 119, 2: 1, 3: 330, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23564356435643563, 2: 0.0019801980198019802, 3: 0.6534653465346535, 4: 0.10891089108910891}, 'edge_length_total': 206934.82499999995, 'edge_length_avg': 161.28980904130938, 'street_length_total': 103501.18300000003, 'street_length_avg': 160.96606998444796, 'street_segments_count': 643, 'node_density_km': 31.52585640469758, 'intersection_density_km': 24.096991232105477, 'edge_density_km': 12918.41104570539, 'street_density_km': 6461.313728662035, 'circuity_avg': 1.047489556119506, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047489556119506\n", - "1149\n", - "8008860.634682442\n", - "{'n': 631, 'm': 1566, 'k_avg': 4.9635499207606975, 'intersection_count': 451, 'streets_per_node_avg': 2.548335974643423, 'streets_per_node_counts': {0: 0, 1: 180, 2: 0, 3: 377, 4: 73, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28526148969889065, 2: 0.0, 3: 0.5974643423137876, 4: 0.11568938193343899, 5: 0.001584786053882726}, 'edge_length_total': 137857.17899999992, 'edge_length_avg': 88.03140421455933, 'street_length_total': 69094.36000000006, 'street_length_avg': 88.01829299363065, 'street_segments_count': 785, 'node_density_km': 78.7877363313639, 'intersection_density_km': 56.312629295475624, 'edge_density_km': 17213.082520503376, 'street_density_km': 8627.239647645549, 'circuity_avg': 1.0568933921926829, 'self_loop_proportion': 0.005108556832694764, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0568933921926829\n", - "1150\n", - "7004289.1458687205\n", - "{'n': 184, 'm': 473, 'k_avg': 5.141304347826087, 'intersection_count': 151, 'streets_per_node_avg': 2.7282608695652173, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 135, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1793478260869565, 2: 0.0, 3: 0.7336956521739131, 4: 0.08695652173913043}, 'edge_length_total': 81140.102, 'edge_length_avg': 171.54355602536998, 'street_length_total': 40742.81800000001, 'street_length_avg': 171.18831092436977, 'street_segments_count': 238, 'node_density_km': 26.269617968088472, 'intersection_density_km': 21.55821909337695, 'edge_density_km': 11584.345007781149, 'street_density_km': 5816.8383902356445, 'circuity_avg': 1.0569748740517784, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0569748740517784\n", - "1151\n", - "12003301.15596455\n", - "{'n': 421, 'm': 1172, 'k_avg': 5.567695961995249, 'intersection_count': 368, 'streets_per_node_avg': 2.9263657957244655, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 293, 4: 75}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12589073634204276, 2: 0.0, 3: 0.6959619952494062, 4: 0.17814726840855108}, 'edge_length_total': 180619.31199999942, 'edge_length_avg': 154.1120409556309, 'street_length_total': 90309.65600000003, 'street_length_avg': 154.11204095563144, 'street_segments_count': 586, 'node_density_km': 35.07368469138186, 'intersection_density_km': 30.658232699355164, 'edge_density_km': 15047.46982960167, 'street_density_km': 7523.734914800862, 'circuity_avg': 1.037619361472339, 'self_loop_proportion': 0.006825938566552901, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.037619361472339\n", - "1152\n", - "21027175.20791349\n", - "{'n': 1061, 'm': 2743, 'k_avg': 5.170593779453346, 'intersection_count': 824, 'streets_per_node_avg': 2.704995287464656, 'streets_per_node_counts': {0: 0, 1: 237, 2: 0, 3: 667, 4: 153, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2233741753063148, 2: 0.0, 3: 0.6286522148916117, 4: 0.14420358152686144, 5: 0.003770028275212064}, 'edge_length_total': 284821.23599999986, 'edge_length_avg': 103.83566751731675, 'street_length_total': 143039.91100000034, 'street_length_avg': 101.95289451176076, 'street_segments_count': 1403, 'node_density_km': 50.45851330523451, 'intersection_density_km': 39.18738450849504, 'edge_density_km': 13545.387489462142, 'street_density_km': 6802.621350021751, 'circuity_avg': 1.0828117196679334, 'self_loop_proportion': 0.002187386073641998, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0828117196679334\n", - "1153\n", - "13008060.765538432\n", - "{'n': 400, 'm': 987, 'k_avg': 4.935, 'intersection_count': 321, 'streets_per_node_avg': 2.705, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 281, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1975, 2: 0.0, 3: 0.7025, 4: 0.1}, 'edge_length_total': 158559.64500000016, 'edge_length_avg': 160.64806990881476, 'street_length_total': 80060.24699999999, 'street_length_avg': 157.28928683693513, 'street_segments_count': 509, 'node_density_km': 30.75016385683705, 'intersection_density_km': 24.677006495111737, 'edge_density_km': 12189.337662079797, 'street_density_km': 6154.664284172117, 'circuity_avg': 1.0490922464346732, 'self_loop_proportion': 0.002026342451874367, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0490922464346732\n", - "1154\n", - "10010355.878783826\n", - "{'n': 211, 'm': 595, 'k_avg': 5.639810426540285, 'intersection_count': 192, 'streets_per_node_avg': 2.995260663507109, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 155, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09004739336492891, 2: 0.0, 3: 0.7345971563981043, 4: 0.17535545023696683}, 'edge_length_total': 111398.29300000002, 'edge_length_avg': 187.22402184873954, 'street_length_total': 55748.30200000004, 'street_length_avg': 187.07483892617464, 'street_segments_count': 298, 'node_density_km': 21.078171700888095, 'intersection_density_km': 19.18013728232471, 'edge_density_km': 11128.304962274127, 'street_density_km': 5569.0629459192605, 'circuity_avg': 1.0312428748156692, 'self_loop_proportion': 0.0033613445378151263, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0312428748156692\n", - "1155\n", - "14002737.12572544\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 502, 'm': 1358, 'k_avg': 5.410358565737051, 'intersection_count': 409, 'streets_per_node_avg': 2.806772908366534, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 322, 4: 85, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1852589641434263, 2: 0.0, 3: 0.6414342629482072, 4: 0.1693227091633466, 5: 0.00398406374501992}, 'edge_length_total': 209573.48599999992, 'edge_length_avg': 154.32510014727535, 'street_length_total': 104786.74299999994, 'street_length_avg': 154.32510014727532, 'street_segments_count': 679, 'node_density_km': 35.850133834030174, 'intersection_density_km': 29.20857517553454, 'edge_density_km': 14966.608607896904, 'street_density_km': 7483.30430394845, 'circuity_avg': 1.0532061310516423, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0532061310516423\n", - "1156\n", - "10000911.78537269\n", - "{'n': 442, 'm': 1155, 'k_avg': 5.226244343891403, 'intersection_count': 352, 'streets_per_node_avg': 2.6968325791855206, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 308, 4: 42, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20361990950226244, 2: 0.0, 3: 0.6968325791855203, 4: 0.09502262443438914, 5: 0.004524886877828055}, 'edge_length_total': 124291.54400000013, 'edge_length_avg': 107.61172640692652, 'street_length_total': 62294.25200000005, 'street_length_avg': 107.40388275862078, 'street_segments_count': 580, 'node_density_km': 44.19597027607704, 'intersection_density_km': 35.19679080809755, 'edge_density_km': 12428.021231203003, 'street_density_km': 6228.857261906007, 'circuity_avg': 1.058594488247734, 'self_loop_proportion': 0.006926406926406926, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058594488247734\n", - "1157\n", - "5002477.629593817\n", - "{'n': 108, 'm': 316, 'k_avg': 5.851851851851852, 'intersection_count': 96, 'streets_per_node_avg': 3.009259259259259, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 71, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.6574074074074074, 4: 0.23148148148148148}, 'edge_length_total': 61317.95400000002, 'edge_length_avg': 194.04415822784816, 'street_length_total': 30658.97700000001, 'street_length_avg': 194.04415822784816, 'street_segments_count': 158, 'node_density_km': 21.589301941320066, 'intersection_density_km': 19.190490614506725, 'edge_density_km': 12257.516882684953, 'street_density_km': 6128.7584413424765, 'circuity_avg': 1.0374742811688282, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0374742811688282\n", - "1158\n", - "11012778.96147036\n", - "{'n': 304, 'm': 712, 'k_avg': 4.684210526315789, 'intersection_count': 217, 'streets_per_node_avg': 2.463815789473684, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 206, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28618421052631576, 2: 0.0, 3: 0.6776315789473685, 4: 0.03618421052631579}, 'edge_length_total': 103177.39000000007, 'edge_length_avg': 144.91206460674167, 'street_length_total': 51588.695, 'street_length_avg': 144.91206460674158, 'street_segments_count': 356, 'node_density_km': 27.604295070625092, 'intersection_density_km': 19.70438167870278, 'edge_density_km': 9368.8786782137, 'street_density_km': 4684.439339106847, 'circuity_avg': 1.0706644107215242, 'self_loop_proportion': 0.0028089887640449437, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0706644107215242\n", - "1159\n", - "9003687.598071141\n", - "{'n': 441, 'm': 1155, 'k_avg': 5.238095238095238, 'intersection_count': 362, 'streets_per_node_avg': 2.7551020408163267, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 312, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17913832199546487, 2: 0.0, 3: 0.7074829931972789, 4: 0.11337868480725624}, 'edge_length_total': 136575.69100000002, 'edge_length_avg': 118.24735151515154, 'street_length_total': 68367.12400000005, 'street_length_avg': 118.07793436960286, 'street_segments_count': 579, 'node_density_km': 48.97993129997929, 'intersection_density_km': 40.20574859544785, 'edge_density_km': 15168.861592805444, 'street_density_km': 7593.235910877932, 'circuity_avg': 1.0641719527346527, 'self_loop_proportion': 0.003463203463203463, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641719527346527\n", - "1160\n", - "5006153.5941347955\n", - "{'n': 143, 'm': 352, 'k_avg': 4.923076923076923, 'intersection_count': 105, 'streets_per_node_avg': 2.5874125874125875, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 88, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26573426573426573, 2: 0.0, 3: 0.6153846153846154, 4: 0.11888111888111888}, 'edge_length_total': 53269.87799999994, 'edge_length_avg': 151.33488068181802, 'street_length_total': 26797.36199999999, 'street_length_avg': 150.54697752808983, 'street_segments_count': 178, 'node_density_km': 28.56484470782891, 'intersection_density_km': 20.974186673580668, 'edge_density_km': 10640.879669055874, 'street_density_km': 5352.884504262065, 'circuity_avg': 1.0576980820147122, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0576980820147122\n", - "1161\n", - "110017078.99971272\n", - "error with entry 1161\n", - "1162\n", - "6003869.896112956\n", - "{'n': 187, 'm': 457, 'k_avg': 4.887700534759358, 'intersection_count': 147, 'streets_per_node_avg': 2.6470588235294117, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 133, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21390374331550802, 2: 0.0, 3: 0.7112299465240641, 4: 0.0748663101604278}, 'edge_length_total': 69916.25600000001, 'edge_length_avg': 152.98961925601753, 'street_length_total': 35038.97399999999, 'street_length_avg': 153.0086200873362, 'street_segments_count': 229, 'node_density_km': 31.146577663361445, 'intersection_density_km': 24.484208109701243, 'edge_density_km': 11645.198382007811, 'street_density_km': 5836.064839227283, 'circuity_avg': 1.0475453430591837, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0475453430591837\n", - "1163\n", - "9003088.850926593\n", - "{'n': 231, 'm': 573, 'k_avg': 4.961038961038961, 'intersection_count': 177, 'streets_per_node_avg': 2.6103896103896105, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 159, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23376623376623376, 2: 0.0, 3: 0.6883116883116883, 4: 0.07792207792207792}, 'edge_length_total': 80907.17999999992, 'edge_length_avg': 141.19926701570668, 'street_length_total': 40490.15899999999, 'street_length_avg': 141.08069337979092, 'street_segments_count': 287, 'node_density_km': 25.657860743674167, 'intersection_density_km': 19.65991927112696, 'edge_density_km': 8986.602413867437, 'street_density_km': 4497.363035113529, 'circuity_avg': 1.0470227690493583, 'self_loop_proportion': 0.0034904013961605585, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0470227690493583\n", - "1164\n", - "11006833.899991674\n", - "{'n': 526, 'm': 1370, 'k_avg': 5.2091254752851714, 'intersection_count': 423, 'streets_per_node_avg': 2.711026615969582, 'streets_per_node_counts': {0: 0, 1: 103, 2: 0, 3: 371, 4: 50, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1958174904942966, 2: 0.0, 3: 0.7053231939163498, 4: 0.09505703422053231, 5: 0.0038022813688212928}, 'edge_length_total': 179403.50000000015, 'edge_length_avg': 130.9514598540147, 'street_length_total': 89701.74999999988, 'street_length_avg': 130.95145985401442, 'street_segments_count': 685, 'node_density_km': 47.78849256555038, 'intersection_density_km': 38.43066987685896, 'edge_density_km': 16299.282939132556, 'street_density_km': 8149.641469566261, 'circuity_avg': 1.0815719680242304, 'self_loop_proportion': 0.014598540145985401, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0815719680242304\n", - "1165\n", - "9006404.578638885\n", - "{'n': 355, 'm': 828, 'k_avg': 4.664788732394366, 'intersection_count': 251, 'streets_per_node_avg': 2.4704225352112674, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 231, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29295774647887324, 2: 0.0, 3: 0.6507042253521127, 4: 0.056338028169014086}, 'edge_length_total': 111191.311, 'edge_length_avg': 134.28902294685992, 'street_length_total': 56004.87199999996, 'street_length_avg': 133.34493333333324, 'street_segments_count': 420, 'node_density_km': 39.4163949554274, 'intersection_density_km': 27.86905671496416, 'edge_density_km': 12345.804591514814, 'street_density_km': 6218.338462479312, 'circuity_avg': 1.0669694626185873, 'self_loop_proportion': 0.0024154589371980675, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0669694626185873\n", - "1166\n", - "14011512.052519415\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 556, 'm': 1403, 'k_avg': 5.046762589928058, 'intersection_count': 439, 'streets_per_node_avg': 2.6636690647482015, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 392, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.210431654676259, 2: 0.0, 3: 0.7050359712230215, 4: 0.08453237410071943}, 'edge_length_total': 190520.03699999984, 'edge_length_avg': 135.79475196008542, 'street_length_total': 97146.11000000002, 'street_length_avg': 134.73801664355065, 'street_segments_count': 721, 'node_density_km': 39.68165590665323, 'intersection_density_km': 31.331379393922248, 'edge_density_km': 13597.393078339634, 'street_density_km': 6933.3066721041105, 'circuity_avg': 1.0806310712667946, 'self_loop_proportion': 0.0014255167498218105, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0806310712667946\n", - "1167\n", - "23024232.695634156\n", - "{'n': 1050, 'm': 2997, 'k_avg': 5.708571428571428, 'intersection_count': 893, 'streets_per_node_avg': 2.940952380952381, 'streets_per_node_counts': {0: 0, 1: 157, 2: 0, 3: 642, 4: 250, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14952380952380953, 2: 0.0, 3: 0.6114285714285714, 4: 0.23809523809523808, 5: 0.0009523809523809524}, 'edge_length_total': 398715.86200000043, 'edge_length_avg': 133.03832565899248, 'street_length_total': 200518.96200000035, 'street_length_avg': 133.05836894492393, 'street_segments_count': 1507, 'node_density_km': 45.604125613232725, 'intersection_density_km': 38.78522302153983, 'edge_density_km': 17317.22690917751, 'street_density_km': 8709.039934174338, 'circuity_avg': 1.0665636450367184, 'self_loop_proportion': 0.004004004004004004, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0665636450367184\n", - "1168\n", - "5005414.57366192\n", - "{'n': 244, 'm': 718, 'k_avg': 5.885245901639344, 'intersection_count': 227, 'streets_per_node_avg': 3.098360655737705, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 170, 4: 56, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06967213114754098, 2: 0.0, 3: 0.6967213114754098, 4: 0.22950819672131148, 5: 0.004098360655737705}, 'edge_length_total': 91430.41799999982, 'edge_length_avg': 127.34041504178248, 'street_length_total': 45715.20899999997, 'street_length_avg': 127.34041504178266, 'street_segments_count': 359, 'node_density_km': 48.74721092712439, 'intersection_density_km': 45.350888854332936, 'edge_density_km': 18266.302751644023, 'street_density_km': 9133.151375822024, 'circuity_avg': 1.014887723670661, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.014887723670661\n", - "1169\n", - "15001543.626227362\n", - "{'n': 1517, 'm': 4301, 'k_avg': 5.6704021094265, 'intersection_count': 1307, 'streets_per_node_avg': 2.928147659854977, 'streets_per_node_counts': {0: 0, 1: 210, 2: 0, 3: 1005, 4: 293, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13843111404087013, 2: 0.0, 3: 0.6624917600527357, 4: 0.1931443638760712, 5: 0.005932762030323006}, 'edge_length_total': 343169.15099999984, 'edge_length_avg': 79.78822390141823, 'street_length_total': 172295.58099999998, 'street_length_avg': 79.21635908045975, 'street_segments_count': 2175, 'node_density_km': 101.12292693318656, 'intersection_density_km': 87.12436750275204, 'edge_density_km': 22875.589309358373, 'street_density_km': 11485.19014395117, 'circuity_avg': 1.043385137026582, 'self_loop_proportion': 0.0009300162752848175, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043385137026582\n", - "1170\n", - "12003527.296359042\n", - "{'n': 306, 'm': 826, 'k_avg': 5.398692810457517, 'intersection_count': 259, 'streets_per_node_avg': 2.7745098039215685, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 235, 4: 23, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15359477124183007, 2: 0.0, 3: 0.7679738562091504, 4: 0.07516339869281045, 5: 0.0032679738562091504}, 'edge_length_total': 114510.71999999993, 'edge_length_avg': 138.63283292978198, 'street_length_total': 57255.35999999997, 'street_length_avg': 138.632832929782, 'street_segments_count': 413, 'node_density_km': 25.492506697828492, 'intersection_density_km': 21.576990963194703, 'edge_density_km': 9539.75587115412, 'street_density_km': 4769.877935577061, 'circuity_avg': 1.0793830028841263, 'self_loop_proportion': 0.002421307506053269, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0793830028841263\n", - "1171\n", - "91072367.98151863\n", - "error with entry 1171\n", - "1172\n", - "10006373.895372035\n", - "{'n': 315, 'm': 788, 'k_avg': 5.003174603174603, 'intersection_count': 240, 'streets_per_node_avg': 2.5936507936507938, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 218, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23809523809523808, 2: 0.0, 3: 0.692063492063492, 4: 0.06984126984126984}, 'edge_length_total': 112349.23100000044, 'edge_length_avg': 142.5751662436554, 'street_length_total': 56267.98000000001, 'street_length_avg': 141.7329471032746, 'street_segments_count': 397, 'node_density_km': 31.47993501878718, 'intersection_density_km': 23.984712395266424, 'edge_density_km': 11227.766639018171, 'street_density_km': 5623.213822344182, 'circuity_avg': 1.0606119626550532, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0606119626550532\n", - "1173\n", - "62022055.53924405\n", - "{'n': 2852, 'm': 8311, 'k_avg': 5.828190743338008, 'intersection_count': 2520, 'streets_per_node_avg': 2.9870266479663394, 'streets_per_node_counts': {0: 0, 1: 332, 2: 1, 3: 1914, 4: 585, 5: 18, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11640953716690042, 2: 0.0003506311360448808, 3: 0.6711079943899019, 4: 0.20511921458625526, 5: 0.006311360448807854, 6: 0.0003506311360448808, 7: 0.0003506311360448808}, 'edge_length_total': 1008520.7930000016, 'edge_length_avg': 121.34770701479985, 'street_length_total': 510301.78100000054, 'street_length_avg': 121.18303989551188, 'street_segments_count': 4211, 'node_density_km': 45.983642031912595, 'intersection_density_km': 40.63070754572922, 'edge_density_km': 16260.67991832142, 'street_density_km': 8227.7469936015, 'circuity_avg': 1.0376155684769794, 'self_loop_proportion': 0.0008422572494284683, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0376155684769794\n", - "1174\n", - "6000562.0459848605\n", - "{'n': 229, 'm': 603, 'k_avg': 5.2663755458515285, 'intersection_count': 185, 'streets_per_node_avg': 2.7510917030567685, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 154, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19213973799126638, 2: 0.0, 3: 0.6724890829694323, 4: 0.13537117903930132}, 'edge_length_total': 86711.95299999989, 'edge_length_avg': 143.8009170812602, 'street_length_total': 43403.71799999998, 'street_length_avg': 143.72092052980125, 'street_segments_count': 302, 'node_density_km': 38.163091764583974, 'intersection_density_km': 30.830445312000155, 'edge_density_km': 14450.638512774185, 'street_density_km': 7233.2754277647355, 'circuity_avg': 1.03915892651367, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03915892651367\n", - "1175\n", - "9002408.665737426\n", - "{'n': 392, 'm': 1131, 'k_avg': 5.770408163265306, 'intersection_count': 353, 'streets_per_node_avg': 2.9107142857142856, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 310, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09948979591836735, 2: 0.0, 3: 0.7908163265306123, 4: 0.1096938775510204}, 'edge_length_total': 136424.347, 'edge_length_avg': 120.62276480990275, 'street_length_total': 68261.28699999997, 'street_length_avg': 120.60298056537097, 'street_segments_count': 566, 'node_density_km': 43.54390192170749, 'intersection_density_km': 39.21172800602741, 'edge_density_km': 15154.205065053544, 'street_density_km': 7582.55812800389, 'circuity_avg': 1.0534055548164352, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0534055548164352\n", - "1176\n", - "11013702.404844688\n", - "{'n': 351, 'm': 978, 'k_avg': 5.572649572649572, 'intersection_count': 310, 'streets_per_node_avg': 2.96011396011396, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 242, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1168091168091168, 2: 0.0, 3: 0.6894586894586895, 4: 0.19373219373219372}, 'edge_length_total': 136586.66699999993, 'edge_length_avg': 139.65916871165638, 'street_length_total': 70497.09999999996, 'street_length_avg': 139.3223320158102, 'street_segments_count': 506, 'node_density_km': 31.86939206252774, 'intersection_density_km': 28.1467565224604, 'edge_density_km': 12401.521484720563, 'street_density_km': 6400.853900772716, 'circuity_avg': 1.0261728105346506, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0261728105346506\n", - "1177\n", - "12002274.311993347\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 415, 'm': 1006, 'k_avg': 4.848192771084338, 'intersection_count': 320, 'streets_per_node_avg': 2.6626506024096384, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 273, 4: 44, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2289156626506024, 2: 0.0, 3: 0.6578313253012048, 4: 0.10602409638554217, 5: 0.007228915662650603}, 'edge_length_total': 141384.01600000027, 'edge_length_avg': 140.54077137176964, 'street_length_total': 72143.47700000004, 'street_length_avg': 137.41614666666675, 'street_segments_count': 525, 'node_density_km': 34.57678013452073, 'intersection_density_km': 26.661613597702733, 'edge_density_km': 11779.76876088571, 'street_density_km': 6010.817210527361, 'circuity_avg': 1.0749858822222769, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0749858822222769\n", - "1178\n", - "19016535.12234795\n", - "{'n': 572, 'm': 1428, 'k_avg': 4.993006993006993, 'intersection_count': 433, 'streets_per_node_avg': 2.5926573426573425, 'streets_per_node_counts': {0: 0, 1: 139, 2: 0, 3: 388, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.243006993006993, 2: 0.0, 3: 0.6783216783216783, 4: 0.07867132867132867}, 'edge_length_total': 211095.786, 'edge_length_avg': 147.8261806722689, 'street_length_total': 105975.56099999997, 'street_length_avg': 146.37508425414362, 'street_segments_count': 724, 'node_density_km': 30.079086243623536, 'intersection_density_km': 22.76965794316257, 'edge_density_km': 11100.643973355764, 'street_density_km': 5572.81125705487, 'circuity_avg': 1.0542786484013655, 'self_loop_proportion': 0.0014005602240896359, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0542786484013655\n", - "1179\n", - "12001079.864949012\n", - "{'n': 286, 'm': 732, 'k_avg': 5.118881118881119, 'intersection_count': 238, 'streets_per_node_avg': 2.7762237762237763, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 206, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16783216783216784, 2: 0.0, 3: 0.7202797202797203, 4: 0.11188811188811189}, 'edge_length_total': 143138.01200000002, 'edge_length_avg': 195.54373224043718, 'street_length_total': 71569.00600000001, 'street_length_avg': 195.54373224043718, 'street_segments_count': 366, 'node_density_km': 23.831188794543955, 'intersection_density_km': 19.831548717137977, 'edge_density_km': 11927.094362404541, 'street_density_km': 5963.547181202271, 'circuity_avg': 1.0776803670138881, 'self_loop_proportion': 0.00819672131147541, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0776803670138881\n", - "1180\n", - "10007807.571587672\n", - "{'n': 66, 'm': 154, 'k_avg': 4.666666666666667, 'intersection_count': 49, 'streets_per_node_avg': 2.5303030303030303, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 46, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25757575757575757, 2: 0.0, 3: 0.696969696969697, 4: 0.045454545454545456}, 'edge_length_total': 34353.142, 'edge_length_avg': 223.07235064935065, 'street_length_total': 17176.571000000004, 'street_length_avg': 223.07235064935068, 'street_segments_count': 77, 'node_density_km': 6.594851022852904, 'intersection_density_km': 4.896177274542308, 'edge_density_km': 3432.634146316834, 'street_density_km': 1716.3170731584173, 'circuity_avg': 1.0720292392919533, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0720292392919533\n", - "1181\n", - "9000698.28458305\n", - "{'n': 630, 'm': 1545, 'k_avg': 4.904761904761905, 'intersection_count': 461, 'streets_per_node_avg': 2.552380952380952, 'streets_per_node_counts': {0: 0, 1: 169, 2: 0, 3: 406, 4: 54, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26825396825396824, 2: 0.0, 3: 0.6444444444444445, 4: 0.08571428571428572, 5: 0.0015873015873015873}, 'edge_length_total': 154770.6430000003, 'edge_length_avg': 100.17517346278336, 'street_length_total': 77410.75499999993, 'street_length_avg': 100.14327943078905, 'street_segments_count': 773, 'node_density_km': 69.99456931903859, 'intersection_density_km': 51.21824834297903, 'edge_density_km': 17195.403968278883, 'street_density_km': 8600.527709343822, 'circuity_avg': 1.0495780706902245, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0495780706902245\n", - "1182\n", - "20016978.907061934\n", - "{'n': 694, 'm': 1823, 'k_avg': 5.253602305475504, 'intersection_count': 578, 'streets_per_node_avg': 2.7795389048991352, 'streets_per_node_counts': {0: 0, 1: 116, 2: 0, 3: 499, 4: 79}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16714697406340057, 2: 0.0, 3: 0.7190201729106628, 4: 0.1138328530259366}, 'edge_length_total': 252650.32800000004, 'edge_length_avg': 138.59041579813496, 'street_length_total': 127261.395, 'street_length_avg': 136.69322771213749, 'street_segments_count': 931, 'node_density_km': 34.67056658360961, 'intersection_density_km': 28.875486290095616, 'edge_density_km': 12621.801180540073, 'street_density_km': 6357.672433531044, 'circuity_avg': 1.0607073963927602, 'self_loop_proportion': 0.0010970927043335162, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0607073963927602\n", - "1183\n", - "16005519.998391718\n", - "{'n': 562, 'm': 1584, 'k_avg': 5.637010676156583, 'intersection_count': 481, 'streets_per_node_avg': 2.96085409252669, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 341, 4: 140}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14412811387900357, 2: 0.0, 3: 0.6067615658362989, 4: 0.2491103202846975}, 'edge_length_total': 233071.43300000005, 'edge_length_avg': 147.14105618686872, 'street_length_total': 116562.74100000004, 'street_length_avg': 146.98958511979828, 'street_segments_count': 793, 'node_density_km': 35.1128860578395, 'intersection_density_km': 30.052132017474737, 'edge_density_km': 14561.940694424158, 'street_density_km': 7282.6587959474355, 'circuity_avg': 1.0255887733590894, 'self_loop_proportion': 0.0012626262626262627, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0255887733590894\n", - "1184\n", - "4001215.4839886576\n", - "{'n': 112, 'm': 299, 'k_avg': 5.339285714285714, 'intersection_count': 98, 'streets_per_node_avg': 2.875, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 86, 4: 10, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.7678571428571429, 4: 0.08928571428571429, 5: 0.017857142857142856}, 'edge_length_total': 49987.48, 'edge_length_avg': 167.18220735785954, 'street_length_total': 25902.032999999978, 'street_length_avg': 168.19501948051933, 'street_segments_count': 154, 'node_density_km': 27.991494196746316, 'intersection_density_km': 24.492557422153027, 'edge_density_km': 12493.073717231899, 'street_density_km': 6473.541128602062, 'circuity_avg': 1.088320256981366, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.088320256981366\n", - "1185\n", - "9001079.6622287\n", - "{'n': 79, 'm': 178, 'k_avg': 4.506329113924051, 'intersection_count': 51, 'streets_per_node_avg': 2.3417721518987342, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 47, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35443037974683544, 2: 0.0, 3: 0.5949367088607594, 4: 0.05063291139240506}, 'edge_length_total': 50744.28400000004, 'edge_length_avg': 285.0802471910115, 'street_length_total': 25372.142, 'street_length_avg': 285.0802471910112, 'street_segments_count': 89, 'node_density_km': 8.77672490018151, 'intersection_density_km': 5.665986960876671, 'edge_density_km': 5637.5774800592735, 'street_density_km': 2818.788740029634, 'circuity_avg': 1.120782821780176, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.120782821780176\n", - "1186\n", - "26029459.568951443\n", - "{'n': 954, 'm': 2256, 'k_avg': 4.729559748427673, 'intersection_count': 653, 'streets_per_node_avg': 2.40041928721174, 'streets_per_node_counts': {0: 0, 1: 301, 2: 0, 3: 623, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31551362683438156, 2: 0.0, 3: 0.6530398322851153, 4: 0.031446540880503145}, 'edge_length_total': 250750.4940000002, 'edge_length_avg': 111.14826861702137, 'street_length_total': 125375.247, 'street_length_avg': 111.14826861702127, 'street_segments_count': 1128, 'node_density_km': 36.650780146736274, 'intersection_density_km': 25.086959576329964, 'edge_density_km': 9633.334619789854, 'street_density_km': 4816.667309894923, 'circuity_avg': 1.0526008263472175, 'self_loop_proportion': 0.0017730496453900709, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0526008263472175\n", - "1187\n", - "48051176.33656716\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2428, 'm': 6242, 'k_avg': 5.14168039538715, 'intersection_count': 1903, 'streets_per_node_avg': 2.6960461285008237, 'streets_per_node_counts': {0: 0, 1: 525, 2: 0, 3: 1600, 4: 295, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21622734761120263, 2: 0.0, 3: 0.6589785831960461, 4: 0.12149917627677101, 5: 0.002883031301482702, 6: 0.00041186161449752884}, 'edge_length_total': 709718.7949999985, 'edge_length_avg': 113.70054389618689, 'street_length_total': 365839.3360000005, 'street_length_avg': 112.77414796547487, 'street_segments_count': 3244, 'node_density_km': 50.52946015293034, 'intersection_density_km': 39.60360900783626, 'edge_density_km': 14770.060779134334, 'street_density_km': 7613.535482202025, 'circuity_avg': 1.0628740672034733, 'self_loop_proportion': 0.004165331624479333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0628740672034733\n", - "1188\n", - "9003076.031484567\n", - "{'n': 284, 'm': 682, 'k_avg': 4.802816901408451, 'intersection_count': 205, 'streets_per_node_avg': 2.492957746478873, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 191, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27816901408450706, 2: 0.0, 3: 0.6725352112676056, 4: 0.04929577464788732}, 'edge_length_total': 94963.01000000001, 'edge_length_avg': 139.24195014662757, 'street_length_total': 47481.50500000003, 'street_length_avg': 139.24195014662763, 'street_segments_count': 341, 'node_density_km': 31.54477414239605, 'intersection_density_km': 22.76999541968729, 'edge_density_km': 10547.84050116936, 'street_density_km': 5273.9202505846815, 'circuity_avg': 1.124286399192832, 'self_loop_proportion': 0.002932551319648094, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.124286399192832\n", - "1189\n", - "9006094.391441138\n", - "{'n': 224, 'm': 528, 'k_avg': 4.714285714285714, 'intersection_count': 155, 'streets_per_node_avg': 2.4330357142857144, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 144, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3080357142857143, 2: 0.0, 3: 0.6428571428571429, 4: 0.049107142857142856}, 'edge_length_total': 93257.07200000006, 'edge_length_avg': 176.62324242424253, 'street_length_total': 46628.53599999998, 'street_length_avg': 176.62324242424233, 'street_segments_count': 264, 'node_density_km': 24.872046667962575, 'intersection_density_km': 17.210568006849105, 'edge_density_km': 10354.88503081048, 'street_density_km': 5177.442515405234, 'circuity_avg': 1.0682696855939133, 'self_loop_proportion': 0.003787878787878788, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0682696855939133\n", - "1190\n", - "12002446.59497801\n", - "{'n': 290, 'm': 756, 'k_avg': 5.213793103448276, 'intersection_count': 244, 'streets_per_node_avg': 2.7758620689655173, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 217, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15862068965517243, 2: 0.0, 3: 0.7482758620689656, 4: 0.09310344827586207}, 'edge_length_total': 134694.73600000006, 'edge_length_avg': 178.1676402116403, 'street_length_total': 67347.368, 'street_length_avg': 178.16764021164022, 'street_segments_count': 378, 'node_density_km': 24.16174050058594, 'intersection_density_km': 20.329188559113685, 'edge_density_km': 11222.273303541146, 'street_density_km': 5611.136651770571, 'circuity_avg': 1.050101633914064, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050101633914064\n", - "1191\n", - "6004876.896232379\n", - "{'n': 159, 'm': 363, 'k_avg': 4.566037735849057, 'intersection_count': 113, 'streets_per_node_avg': 2.459119496855346, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 107, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2893081761006289, 2: 0.0, 3: 0.6729559748427673, 4: 0.03773584905660377}, 'edge_length_total': 59686.94300000004, 'edge_length_avg': 164.4268402203858, 'street_length_total': 29883.269000000004, 'street_length_avg': 163.29655191256833, 'street_segments_count': 183, 'node_density_km': 26.478477868507326, 'intersection_density_km': 18.818037730448605, 'edge_density_km': 9939.74464946138, 'street_density_km': 4976.499854434913, 'circuity_avg': 1.0838128087138426, 'self_loop_proportion': 0.005509641873278237, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0838128087138426\n", - "1192\n", - "20001433.35803475\n", - "{'n': 1081, 'm': 3200, 'k_avg': 5.9204440333024975, 'intersection_count': 943, 'streets_per_node_avg': 3.0314523589269196, 'streets_per_node_counts': {0: 0, 1: 138, 2: 0, 3: 642, 4: 292, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1276595744680851, 2: 0.0, 3: 0.5938945420906568, 4: 0.27012025901942643, 5: 0.008325624421831638}, 'edge_length_total': 361036.8849999987, 'edge_length_avg': 112.8240265624996, 'street_length_total': 181078.94400000016, 'street_length_avg': 112.541295214419, 'street_segments_count': 1609, 'node_density_km': 54.04612662750757, 'intersection_density_km': 47.14662110059171, 'edge_density_km': 18050.550604912878, 'street_density_km': 9053.29836910209, 'circuity_avg': 1.0229813682092734, 'self_loop_proportion': 0.00125, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0229813682092734\n", - "1193\n", - "13011825.359945307\n", - "{'n': 145, 'm': 342, 'k_avg': 4.7172413793103445, 'intersection_count': 107, 'streets_per_node_avg': 2.5310344827586206, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 99, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2620689655172414, 2: 0.0, 3: 0.6827586206896552, 4: 0.05517241379310345}, 'edge_length_total': 66467.26800000003, 'edge_length_avg': 194.34873684210532, 'street_length_total': 33233.634, 'street_length_avg': 194.34873684210524, 'street_segments_count': 171, 'node_density_km': 11.143709355826267, 'intersection_density_km': 8.223288972920072, 'edge_density_km': 5108.220112191808, 'street_density_km': 2554.1100560959026, 'circuity_avg': 1.05202712832354, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05202712832354\n", - "1194\n", - "9007436.96758683\n", - "{'n': 112, 'm': 270, 'k_avg': 4.821428571428571, 'intersection_count': 87, 'streets_per_node_avg': 2.6517857142857144, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 76, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22321428571428573, 2: 0.0, 3: 0.6785714285714286, 4: 0.09821428571428571}, 'edge_length_total': 61243.60800000001, 'edge_length_avg': 226.8281777777778, 'street_length_total': 30621.803999999986, 'street_length_avg': 226.82817777777768, 'street_segments_count': 135, 'node_density_km': 12.434169720313431, 'intersection_density_km': 9.65868540774347, 'edge_density_km': 6799.226929967371, 'street_density_km': 3399.613464983683, 'circuity_avg': 1.0503705408095365, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0503705408095365\n", - "1195\n", - "5000988.238703458\n", - "{'n': 257, 'm': 706, 'k_avg': 5.494163424124514, 'intersection_count': 220, 'streets_per_node_avg': 2.848249027237354, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 186, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14396887159533073, 2: 0.0, 3: 0.7237354085603113, 4: 0.12840466926070038, 5: 0.0038910505836575876}, 'edge_length_total': 89536.55000000015, 'edge_length_avg': 126.82230878186989, 'street_length_total': 44768.27500000001, 'street_length_avg': 126.82230878186971, 'street_segments_count': 353, 'node_density_km': 51.389842913653624, 'intersection_density_km': 43.99130521791361, 'edge_density_km': 17903.77136004086, 'street_density_km': 8951.885680020418, 'circuity_avg': 1.0697142638379955, 'self_loop_proportion': 0.0028328611898017, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0697142638379955\n", - "1196\n", - "14003636.811657589\n", - "{'n': 400, 'm': 1061, 'k_avg': 5.305, 'intersection_count': 331, 'streets_per_node_avg': 2.8225, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 264, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1725, 2: 0.0, 3: 0.66, 4: 0.1675}, 'edge_length_total': 172020.00600000046, 'edge_length_avg': 162.13007163053766, 'street_length_total': 86058.19099999996, 'street_length_avg': 162.06815630885114, 'street_segments_count': 531, 'node_density_km': 28.56400843436703, 'intersection_density_km': 23.636716979438717, 'edge_density_km': 12283.9522556597, 'street_density_km': 6145.417233925919, 'circuity_avg': 1.0644800310995721, 'self_loop_proportion': 0.001885014137606032, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0644800310995721\n", - "1197\n", - "12004301.44496134\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 695, 'm': 1747, 'k_avg': 5.027338129496403, 'intersection_count': 537, 'streets_per_node_avg': 2.6057553956834534, 'streets_per_node_counts': {0: 0, 1: 158, 2: 0, 3: 495, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2273381294964029, 2: 0.0, 3: 0.7122302158273381, 4: 0.060431654676258995}, 'edge_length_total': 180664.20200000002, 'edge_length_avg': 103.41396794504867, 'street_length_total': 90726.882, 'street_length_avg': 103.2160204778157, 'street_segments_count': 879, 'node_density_km': 57.89591365949227, 'intersection_density_km': 44.733964942658055, 'edge_density_km': 15049.955453745428, 'street_density_km': 7557.864355204235, 'circuity_avg': 1.052510975570344, 'self_loop_proportion': 0.0011448196908986834, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052510975570344\n", - "1198\n", - "11007808.878006198\n", - "{'n': 767, 'm': 2201, 'k_avg': 5.739243807040417, 'intersection_count': 681, 'streets_per_node_avg': 2.971316818774446, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 539, 4: 134, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1121251629726206, 2: 0.0, 3: 0.7027379400260756, 4: 0.17470664928292046, 5: 0.010430247718383311}, 'edge_length_total': 211200.22199999978, 'edge_length_avg': 95.95648432530658, 'street_length_total': 106295.7849999999, 'street_length_avg': 95.50384995507628, 'street_segments_count': 1113, 'node_density_km': 69.67780859027084, 'intersection_density_km': 61.86517294651167, 'edge_density_km': 19186.399794965702, 'street_density_km': 9656.398124097232, 'circuity_avg': 1.0513460951097509, 'self_loop_proportion': 0.0009086778736937755, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0513460951097509\n", - "1199\n", - "13012373.633043405\n", - "{'n': 561, 'm': 1509, 'k_avg': 5.379679144385027, 'intersection_count': 476, 'streets_per_node_avg': 2.793226381461676, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 423, 4: 52, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15151515151515152, 2: 0.0, 3: 0.7540106951871658, 4: 0.09269162210338681, 5: 0.0017825311942959}, 'edge_length_total': 218093.49200000014, 'edge_length_avg': 144.5284903909875, 'street_length_total': 109875.02700000005, 'street_length_avg': 142.880399219766, 'street_segments_count': 769, 'node_density_km': 43.112810607851436, 'intersection_density_km': 36.58056657635879, 'edge_density_km': 16760.469546169283, 'street_density_km': 8443.888109774625, 'circuity_avg': 1.0584574435756908, 'self_loop_proportion': 0.0026507620941020544, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0584574435756908\n", - "1200\n", - "55004122.502041034\n", - "{'n': 2349, 'm': 6528, 'k_avg': 5.558109833971903, 'intersection_count': 2020, 'streets_per_node_avg': 2.900808854831843, 'streets_per_node_counts': {0: 0, 1: 329, 2: 2, 3: 1606, 4: 398, 5: 13, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14005959982971478, 2: 0.0008514261387824606, 3: 0.6836951894423159, 4: 0.16943380161770966, 5: 0.005534269902085994, 6: 0.0004257130693912303}, 'edge_length_total': 780041.2050000017, 'edge_length_avg': 119.4916061580885, 'street_length_total': 399041.54099999974, 'street_length_avg': 118.69171356335507, 'street_segments_count': 3362, 'node_density_km': 42.7058899069399, 'intersection_density_km': 36.72452005620204, 'edge_density_km': 14181.504394894342, 'street_density_km': 7254.756968174386, 'circuity_avg': 1.060713399573957, 'self_loop_proportion': 0.002144607843137255, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060713399573957\n", - "1201\n", - "15007565.488867646\n", - "{'n': 511, 'm': 1344, 'k_avg': 5.260273972602739, 'intersection_count': 431, 'streets_per_node_avg': 2.7788649706457926, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 384, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15655577299412915, 2: 0.0, 3: 0.7514677103718199, 4: 0.09197651663405088}, 'edge_length_total': 197940.74299999975, 'edge_length_avg': 147.2773385416665, 'street_length_total': 99801.15000000017, 'street_length_avg': 145.69510948905133, 'street_segments_count': 685, 'node_density_km': 34.049493262518226, 'intersection_density_km': 28.718848524746292, 'edge_density_km': 13189.397250795193, 'street_density_km': 6650.055938388604, 'circuity_avg': 1.0644093433689783, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0644093433689783\n", - "1202\n", - "21002005.66773058\n", - "{'n': 1031, 'm': 2764, 'k_avg': 5.3617846750727445, 'intersection_count': 867, 'streets_per_node_avg': 2.8147429679922404, 'streets_per_node_counts': {0: 0, 1: 164, 2: 0, 3: 731, 4: 135, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15906886517943744, 2: 0.0, 3: 0.7090203685741998, 4: 0.1309408341416101, 5: 0.0009699321047526673}, 'edge_length_total': 333700.3029999995, 'edge_length_avg': 120.73093451519519, 'street_length_total': 167125.9670000002, 'street_length_avg': 120.4077572046111, 'street_segments_count': 1388, 'node_density_km': 49.090549555660935, 'intersection_density_km': 41.281771546807015, 'edge_density_km': 15888.973095209063, 'street_density_km': 7957.619364744194, 'circuity_avg': 1.0657353724128518, 'self_loop_proportion': 0.001447178002894356, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0657353724128518\n", - "1203\n", - "8008382.429966921\n", - "{'n': 138, 'm': 336, 'k_avg': 4.869565217391305, 'intersection_count': 111, 'streets_per_node_avg': 2.652173913043478, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 105, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1956521739130435, 2: 0.0, 3: 0.7608695652173914, 4: 0.043478260869565216}, 'edge_length_total': 68659.80100000004, 'edge_length_avg': 204.34464583333343, 'street_length_total': 34376.84400000001, 'street_length_avg': 203.41327810650895, 'street_segments_count': 169, 'node_density_km': 17.23194430420951, 'intersection_density_km': 13.86047694034243, 'edge_density_km': 8573.491788189194, 'street_density_km': 4292.607689583327, 'circuity_avg': 1.0245016022200073, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0245016022200073\n", - "1204\n", - "102033634.10352492\n", - "{'n': 5709, 'm': 16788, 'k_avg': 5.881240147136101, 'intersection_count': 5007, 'streets_per_node_avg': 3.0138377999649677, 'streets_per_node_counts': {0: 0, 1: 702, 2: 1, 3: 3568, 4: 1398, 5: 34, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12296374146085129, 2: 0.00017516202487300754, 3: 0.6249781047468909, 4: 0.24487651077246453, 5: 0.005955508845682256, 6: 0.0010509721492380452}, 'edge_length_total': 1813585.098, 'edge_length_avg': 108.02865725518227, 'street_length_total': 920895.6680000012, 'street_length_avg': 107.84584471249575, 'street_segments_count': 8539, 'node_density_km': 55.952138235197616, 'intersection_density_km': 49.072053975062964, 'edge_density_km': 17774.38502445094, 'street_density_km': 9025.412807169507, 'circuity_avg': 1.0461728341666001, 'self_loop_proportion': 0.0014295925661186562, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0461728341666001\n", - "1205\n", - "11007562.666567655\n", - "{'n': 388, 'm': 1040, 'k_avg': 5.360824742268041, 'intersection_count': 320, 'streets_per_node_avg': 2.801546391752577, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 261, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17525773195876287, 2: 0.0, 3: 0.6726804123711341, 4: 0.15206185567010308}, 'edge_length_total': 158322.26200000016, 'edge_length_avg': 152.2329442307694, 'street_length_total': 79161.13100000008, 'street_length_avg': 152.2329442307694, 'street_segments_count': 520, 'node_density_km': 35.24849339976413, 'intersection_density_km': 29.070922391558046, 'edge_density_km': 14383.044348306012, 'street_density_km': 7191.522174153006, 'circuity_avg': 1.0467479479370838, 'self_loop_proportion': 0.0019230769230769232, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0467479479370838\n", - "1206\n", - "13003511.560097083\n", - "{'n': 433, 'm': 1168, 'k_avg': 5.394919168591224, 'intersection_count': 365, 'streets_per_node_avg': 2.815242494226328, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 309, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15704387990762125, 2: 0.0, 3: 0.7136258660508084, 4: 0.12933025404157045}, 'edge_length_total': 183880.7659999996, 'edge_length_avg': 157.43216267123253, 'street_length_total': 91940.38300000002, 'street_length_avg': 157.4321626712329, 'street_segments_count': 584, 'node_density_km': 33.29869766323085, 'intersection_density_km': 28.06934098632623, 'edge_density_km': 14140.854579947538, 'street_density_km': 7070.427289973786, 'circuity_avg': 1.0500301954825126, 'self_loop_proportion': 0.003424657534246575, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0500301954825126\n", - "1207\n", - "16006343.821163919\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1346, 'm': 3694, 'k_avg': 5.488855869242199, 'intersection_count': 1082, 'streets_per_node_avg': 2.8179791976225856, 'streets_per_node_counts': {0: 0, 1: 264, 2: 3, 3: 795, 4: 282, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1961367013372957, 2: 0.002228826151560178, 3: 0.5906389301634473, 4: 0.20950965824665677, 5: 0.0014858841010401188}, 'edge_length_total': 315623.83700000145, 'edge_length_avg': 85.44229480238263, 'street_length_total': 158687.71000000005, 'street_length_avg': 85.04164523043947, 'street_segments_count': 1866, 'node_density_km': 84.09165859728009, 'intersection_density_km': 67.59819807002754, 'edge_density_km': 19718.671579619393, 'street_density_km': 9914.05106456478, 'circuity_avg': 1.040565180007321, 'self_loop_proportion': 0.0016242555495397943, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040565180007321\n", - "1208\n", - "37001598.18744046\n", - "{'n': 2742, 'm': 8296, 'k_avg': 6.051057622173596, 'intersection_count': 2484, 'streets_per_node_avg': 3.1356673960612693, 'streets_per_node_counts': {0: 0, 1: 258, 2: 0, 3: 1613, 4: 855, 5: 15, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09409190371991247, 2: 0.0, 3: 0.5882567469000729, 4: 0.31181619256017507, 5: 0.005470459518599562, 6: 0.00036469730123997083}, 'edge_length_total': 750724.7569999985, 'edge_length_avg': 90.49237668756008, 'street_length_total': 378539.93199999986, 'street_length_avg': 89.8291248220218, 'street_segments_count': 4214, 'node_density_km': 74.10490720183874, 'intersection_density_km': 67.13223540823027, 'edge_density_km': 20288.981929835092, 'street_density_km': 10230.367079887066, 'circuity_avg': 1.0489299192204662, 'self_loop_proportion': 0.0019286403085824494, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0489299192204662\n", - "1209\n", - "40026526.897421256\n", - "{'n': 2199, 'm': 5859, 'k_avg': 5.3287858117326055, 'intersection_count': 1733, 'streets_per_node_avg': 2.7253296953160526, 'streets_per_node_counts': {0: 0, 1: 466, 2: 0, 3: 1409, 4: 320, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21191450659390632, 2: 0.0, 3: 0.6407457935425194, 4: 0.14552069122328332, 5: 0.0018190086402910413}, 'edge_length_total': 722464.7989999956, 'edge_length_avg': 123.30855077658228, 'street_length_total': 363254.328, 'street_length_avg': 123.13706033898305, 'street_segments_count': 2950, 'node_density_km': 54.9385662572106, 'intersection_density_km': 43.29628709583719, 'edge_density_km': 18049.64994468558, 'street_density_km': 9075.339684877905, 'circuity_avg': 1.0592021757706982, 'self_loop_proportion': 0.0023894862604540022, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0592021757706982\n", - "1210\n", - "27001524.42463059\n", - "{'n': 828, 'm': 2256, 'k_avg': 5.449275362318841, 'intersection_count': 688, 'streets_per_node_avg': 2.792270531400966, 'streets_per_node_counts': {0: 0, 1: 140, 2: 0, 3: 583, 4: 102, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16908212560386474, 2: 0.0, 3: 0.7041062801932367, 4: 0.12318840579710146, 5: 0.0036231884057971015}, 'edge_length_total': 348100.3799999998, 'edge_length_avg': 154.29981382978713, 'street_length_total': 174050.19000000024, 'street_length_avg': 154.29981382978744, 'street_segments_count': 1128, 'node_density_km': 30.66493531915941, 'intersection_density_km': 25.480042873890913, 'edge_density_km': 12891.878788979233, 'street_density_km': 6445.939394489629, 'circuity_avg': 1.0638319599371187, 'self_loop_proportion': 0.0017730496453900709, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0638319599371187\n", - "1211\n", - "15004444.969512941\n", - "{'n': 793, 'm': 2028, 'k_avg': 5.114754098360656, 'intersection_count': 598, 'streets_per_node_avg': 2.621689785624212, 'streets_per_node_counts': {0: 0, 1: 195, 2: 0, 3: 510, 4: 87, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2459016393442623, 2: 0.0, 3: 0.6431273644388399, 4: 0.10970996216897856, 5: 0.0, 6: 0.0012610340479192938}, 'edge_length_total': 195335.99699999977, 'edge_length_avg': 96.31952514792889, 'street_length_total': 97847.14700000004, 'street_length_avg': 96.40113004926113, 'street_segments_count': 1015, 'node_density_km': 52.85100525952621, 'intersection_density_km': 39.85485642521649, 'edge_density_km': 13018.541998514229, 'street_density_km': 6521.210694485039, 'circuity_avg': 1.0729055202736906, 'self_loop_proportion': 0.0029585798816568047, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0729055202736906\n", - "1212\n", - "27008620.64125144\n", - "{'n': 1863, 'm': 5608, 'k_avg': 6.020397208803006, 'intersection_count': 1664, 'streets_per_node_avg': 3.121846484165325, 'streets_per_node_counts': {0: 0, 1: 199, 2: 1, 3: 1056, 4: 590, 5: 15, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10681696188942566, 2: 0.0005367686527106817, 3: 0.5668276972624798, 4: 0.3166935050993022, 5: 0.008051529790660225, 6: 0.0010735373054213634}, 'edge_length_total': 555558.528999999, 'edge_length_avg': 99.06535823823093, 'street_length_total': 283847.12099999964, 'street_length_avg': 99.07403874345538, 'street_segments_count': 2865, 'node_density_km': 68.97797650408548, 'intersection_density_km': 61.609958616638885, 'edge_density_km': 20569.67426731413, 'street_density_km': 10509.500828282493, 'circuity_avg': 1.0538133646317425, 'self_loop_proportion': 0.002674750356633381, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0538133646317425\n", - "1213\n", - "30024750.750344157\n", - "{'n': 1145, 'm': 2984, 'k_avg': 5.212227074235808, 'intersection_count': 934, 'streets_per_node_avg': 2.7196506550218342, 'streets_per_node_counts': {0: 0, 1: 211, 2: 0, 3: 835, 4: 97, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18427947598253275, 2: 0.0, 3: 0.7292576419213974, 4: 0.08471615720524017, 5: 0.0017467248908296944}, 'edge_length_total': 372307.26700000104, 'edge_length_avg': 124.76785087131402, 'street_length_total': 187194.17799999996, 'street_length_avg': 123.39761239288066, 'street_segments_count': 1517, 'node_density_km': 38.13520416940931, 'intersection_density_km': 31.10766872858367, 'edge_density_km': 12400.011913362294, 'street_density_km': 6234.6621810958495, 'circuity_avg': 1.0561215425241122, 'self_loop_proportion': 0.0006702412868632708, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0561215425241122\n", - "1214\n", - "23017188.0947628\n", - "{'n': 461, 'm': 1164, 'k_avg': 5.049891540130152, 'intersection_count': 358, 'streets_per_node_avg': 2.631236442516269, 'streets_per_node_counts': {0: 0, 1: 103, 2: 0, 3: 323, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22342733188720174, 2: 0.0, 3: 0.7006507592190889, 4: 0.0737527114967462, 5: 0.0021691973969631237}, 'edge_length_total': 169911.396, 'edge_length_avg': 145.97198969072164, 'street_length_total': 84955.69799999992, 'street_length_avg': 145.9719896907215, 'street_segments_count': 582, 'node_density_km': 20.028510785159433, 'intersection_density_km': 15.553594058757216, 'edge_density_km': 7381.9354171529185, 'street_density_km': 3690.9677085764556, 'circuity_avg': 1.045261080099594, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045261080099594\n", - "1215\n", - "4999929.610487541\n", - "{'n': 193, 'm': 532, 'k_avg': 5.512953367875648, 'intersection_count': 164, 'streets_per_node_avg': 2.7927461139896375, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 146, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15025906735751296, 2: 0.0, 3: 0.7564766839378239, 4: 0.09326424870466321}, 'edge_length_total': 66959.22999999998, 'edge_length_avg': 125.86321428571425, 'street_length_total': 33479.61499999999, 'street_length_avg': 125.86321428571425, 'street_segments_count': 266, 'node_density_km': 38.60054341468632, 'intersection_density_km': 32.800461761702365, 'edge_density_km': 13392.0345317563, 'street_density_km': 6696.01726587815, 'circuity_avg': 1.128768900261114, 'self_loop_proportion': 0.0037593984962406013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.128768900261114\n", - "1216\n", - "10004596.791162532\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 359, 'm': 910, 'k_avg': 5.069637883008356, 'intersection_count': 290, 'streets_per_node_avg': 2.7047353760445683, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 259, 4: 30, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19220055710306408, 2: 0.0, 3: 0.7214484679665738, 4: 0.08356545961002786, 5: 0.002785515320334262}, 'edge_length_total': 137591.70199999996, 'edge_length_avg': 151.19967252747247, 'street_length_total': 68929.04400000004, 'street_length_avg': 148.87482505399575, 'street_segments_count': 463, 'node_density_km': 35.8835051020866, 'intersection_density_km': 28.986675430654916, 'edge_density_km': 13752.84830284618, 'street_density_km': 6889.737331632183, 'circuity_avg': 1.0831290359494314, 'self_loop_proportion': 0.002197802197802198, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0831290359494314\n", - "1217\n", - "38005668.660869755\n", - "{'n': 2255, 'm': 6495, 'k_avg': 5.760532150776053, 'intersection_count': 1980, 'streets_per_node_avg': 2.963636363636364, 'streets_per_node_counts': {0: 0, 1: 275, 2: 0, 3: 1525, 4: 444, 5: 10, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12195121951219512, 2: 0.0, 3: 0.6762749445676275, 4: 0.19689578713968958, 5: 0.004434589800443459, 6: 0.0, 7: 0.0004434589800443459}, 'edge_length_total': 753140.0140000016, 'edge_length_avg': 115.95689207082395, 'street_length_total': 380404.8139999999, 'street_length_avg': 115.80055220700149, 'street_segments_count': 3285, 'node_density_km': 59.33325420798937, 'intersection_density_km': 52.09749149969799, 'edge_density_km': 19816.51791790278, 'street_density_km': 10009.159880711712, 'circuity_avg': 1.0540139444054597, 'self_loop_proportion': 0.004772902232486528, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0540139444054597\n", - "1218\n", - "10001216.853145353\n", - "{'n': 96, 'm': 268, 'k_avg': 5.583333333333333, 'intersection_count': 90, 'streets_per_node_avg': 2.9895833333333335, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 79, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0625, 2: 0.0, 3: 0.8229166666666666, 4: 0.11458333333333333}, 'edge_length_total': 57778.14400000004, 'edge_length_avg': 215.59008955223894, 'street_length_total': 28889.071999999993, 'street_length_avg': 215.59008955223877, 'street_segments_count': 134, 'node_density_km': 9.598831963113398, 'intersection_density_km': 8.99890496541881, 'edge_density_km': 5777.111410380926, 'street_density_km': 2888.5557051904607, 'circuity_avg': 1.0325227341412946, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0325227341412946\n", - "1219\n", - "9005054.346908988\n", - "{'n': 117, 'm': 286, 'k_avg': 4.888888888888889, 'intersection_count': 90, 'streets_per_node_avg': 2.606837606837607, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 82, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.7008547008547008, 4: 0.06837606837606838}, 'edge_length_total': 71811.63400000002, 'edge_length_avg': 251.08962937062944, 'street_length_total': 35905.81699999999, 'street_length_avg': 251.0896293706293, 'street_segments_count': 143, 'node_density_km': 12.992703374428896, 'intersection_density_km': 9.99438721109915, 'edge_density_km': 7974.591960641479, 'street_density_km': 3987.2959803207373, 'circuity_avg': 1.0590889257999987, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0590889257999987\n", - "1220\n", - "11007589.662406603\n", - "{'n': 292, 'm': 716, 'k_avg': 4.904109589041096, 'intersection_count': 228, 'streets_per_node_avg': 2.6986301369863015, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 189, 4: 38, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2191780821917808, 2: 0.0, 3: 0.6472602739726028, 4: 0.13013698630136986, 5: 0.003424657534246575}, 'edge_length_total': 98800.06600000002, 'edge_length_avg': 137.98891899441344, 'street_length_total': 54746.28200000003, 'street_length_avg': 143.69102887139115, 'street_segments_count': 381, 'node_density_km': 26.527151624959796, 'intersection_density_km': 20.712981405790526, 'edge_density_km': 8975.631271705603, 'street_density_km': 4973.503162728794, 'circuity_avg': 1.0866341024269406, 'self_loop_proportion': 0.008379888268156424, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0866341024269406\n", - "1221\n", - "7001936.961534407\n", - "{'n': 157, 'm': 420, 'k_avg': 5.350318471337579, 'intersection_count': 137, 'streets_per_node_avg': 2.9363057324840764, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 108, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12738853503184713, 2: 0.0, 3: 0.6878980891719745, 4: 0.17834394904458598, 5: 0.006369426751592357}, 'edge_length_total': 79053.35200000001, 'edge_length_avg': 188.2222666666667, 'street_length_total': 39526.676, 'street_length_avg': 188.22226666666666, 'street_segments_count': 210, 'node_density_km': 22.422366962526173, 'intersection_density_km': 19.566014483223476, 'edge_density_km': 11290.211899119444, 'street_density_km': 5645.105949559721, 'circuity_avg': 1.050545671822194, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050545671822194\n", - "1222\n", - "13006964.51835236\n", - "{'n': 409, 'm': 1186, 'k_avg': 5.799511002444988, 'intersection_count': 371, 'streets_per_node_avg': 3.0440097799511, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 278, 4: 92, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09290953545232274, 2: 0.0, 3: 0.6797066014669927, 4: 0.22493887530562348, 5: 0.0024449877750611247}, 'edge_length_total': 175425.03599999993, 'edge_length_avg': 147.91318381112978, 'street_length_total': 87712.51799999988, 'street_length_avg': 147.91318381112964, 'street_segments_count': 593, 'node_density_km': 31.4446925278312, 'intersection_density_km': 28.52318075262928, 'edge_density_km': 13487.008114190017, 'street_density_km': 6743.504057095002, 'circuity_avg': 1.0491057733524953, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0491057733524953\n", - "1223\n", - "5000045.670233536\n", - "{'n': 83, 'm': 216, 'k_avg': 5.204819277108434, 'intersection_count': 65, 'streets_per_node_avg': 2.6506024096385543, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 58, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21686746987951808, 2: 0.0, 3: 0.6987951807228916, 4: 0.08433734939759036}, 'edge_length_total': 44679.562, 'edge_length_avg': 206.84982407407406, 'street_length_total': 22339.781000000003, 'street_length_avg': 206.8498240740741, 'street_segments_count': 108, 'node_density_km': 16.5998483762096, 'intersection_density_km': 12.999881258477398, 'edge_density_km': 8935.83077970429, 'street_density_km': 4467.915389852146, 'circuity_avg': 1.107327354973035, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.107327354973035\n", - "1224\n", - "8000855.072998431\n", - "{'n': 363, 'm': 982, 'k_avg': 5.410468319559229, 'intersection_count': 293, 'streets_per_node_avg': 2.787878787878788, 'streets_per_node_counts': {0: 0, 1: 70, 2: 2, 3: 226, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1928374655647383, 2: 0.005509641873278237, 3: 0.6225895316804407, 4: 0.1790633608815427}, 'edge_length_total': 108621.50900000028, 'edge_length_avg': 110.61253462321821, 'street_length_total': 54606.63700000003, 'street_length_avg': 110.76396957403658, 'street_segments_count': 493, 'node_density_km': 45.370150651155434, 'intersection_density_km': 36.62108578729626, 'edge_density_km': 13576.237540732367, 'street_density_km': 6825.1001301458955, 'circuity_avg': 1.0454268397928168, 'self_loop_proportion': 0.002036659877800407, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454268397928168\n", - "1225\n", - "65016437.6250027\n", - "{'n': 6382, 'm': 16706, 'k_avg': 5.235349420244438, 'intersection_count': 5043, 'streets_per_node_avg': 2.71576308367283, 'streets_per_node_counts': {0: 0, 1: 1339, 2: 10, 3: 4184, 4: 825, 5: 23, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20980883735506112, 2: 0.0015669069257286117, 3: 0.6555938577248511, 4: 0.12926982137261048, 5: 0.003603885929175807, 6: 0.00015669069257286117}, 'edge_length_total': 1388955.405999991, 'edge_length_avg': 83.14111133724357, 'street_length_total': 706534.2059999988, 'street_length_avg': 82.22206516932373, 'street_segments_count': 8593, 'node_density_km': 98.15979209457241, 'intersection_density_km': 77.56500024019566, 'edge_density_km': 21363.142256595354, 'street_density_km': 10867.00889512123, 'circuity_avg': 1.0564052368300327, 'self_loop_proportion': 0.002214773135400455, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0564052368300327\n", - "1226\n", - "14016047.634577354\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 87, 'm': 252, 'k_avg': 5.793103448275862, 'intersection_count': 73, 'streets_per_node_avg': 3.1149425287356323, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 35, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16091954022988506, 2: 0.0, 3: 0.40229885057471265, 4: 0.4367816091954023}, 'edge_length_total': 66536.89100000005, 'edge_length_avg': 264.03528174603196, 'street_length_total': 33503.84199999998, 'street_length_avg': 251.90858646616527, 'street_segments_count': 133, 'node_density_km': 6.207170685220309, 'intersection_density_km': 5.208315632426236, 'edge_density_km': 4747.19355518275, 'street_density_km': 2390.3915621224464, 'circuity_avg': 1.0297538866316693, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0297538866316693\n", - "1227\n", - "59068423.84130758\n", - "{'n': 3466, 'm': 9319, 'k_avg': 5.377380265435661, 'intersection_count': 2740, 'streets_per_node_avg': 2.7380265435660704, 'streets_per_node_counts': {0: 0, 1: 726, 2: 2, 3: 2211, 4: 509, 5: 17, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20946335833814195, 2: 0.0005770340450086555, 3: 0.6379111367570687, 4: 0.14685516445470284, 5: 0.0049047893825735715, 6: 0.00028851702250432774}, 'edge_length_total': 932878.3180000024, 'edge_length_avg': 100.10498100654603, 'street_length_total': 470220.17799999914, 'street_length_avg': 99.87684324553932, 'street_segments_count': 4708, 'node_density_km': 58.67771263563267, 'intersection_density_km': 46.38688188737263, 'edge_density_km': 15793.181150495238, 'street_density_km': 7960.601408009231, 'circuity_avg': 1.0508560881161202, 'self_loop_proportion': 0.001287691812426226, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0508560881161202\n", - "1228\n", - "8002539.609778801\n", - "{'n': 254, 'm': 605, 'k_avg': 4.7637795275590555, 'intersection_count': 201, 'streets_per_node_avg': 2.625984251968504, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 190, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20866141732283464, 2: 0.0, 3: 0.7480314960629921, 4: 0.04330708661417323}, 'edge_length_total': 94433.84, 'edge_length_avg': 156.08899173553718, 'street_length_total': 47859.679000000004, 'street_length_avg': 152.9063226837061, 'street_segments_count': 313, 'node_density_km': 31.73992412229008, 'intersection_density_km': 25.117026569213806, 'edge_density_km': 11800.483921954652, 'street_density_km': 5980.5613384927565, 'circuity_avg': 1.0490013781067338, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0490013781067338\n", - "1229\n", - "6000570.787497565\n", - "{'n': 367, 'm': 1012, 'k_avg': 5.514986376021798, 'intersection_count': 321, 'streets_per_node_avg': 2.8664850136239783, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 279, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12534059945504086, 2: 0.0, 3: 0.7602179836512262, 4: 0.11171662125340599, 5: 0.0027247956403269754}, 'edge_length_total': 107805.36400000009, 'edge_length_avg': 106.52703952569179, 'street_length_total': 53902.682000000015, 'street_length_avg': 106.52703952569173, 'street_segments_count': 506, 'node_density_km': 61.160848358736054, 'intersection_density_km': 53.494910962273224, 'edge_density_km': 17965.851552758442, 'street_density_km': 8982.925776379216, 'circuity_avg': 1.059549462994147, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059549462994147\n", - "1230\n", - "23012973.17198049\n", - "{'n': 706, 'm': 1704, 'k_avg': 4.827195467422096, 'intersection_count': 510, 'streets_per_node_avg': 2.5297450424929178, 'streets_per_node_counts': {0: 0, 1: 196, 2: 0, 3: 450, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2776203966005666, 2: 0.0, 3: 0.6373937677053825, 4: 0.08498583569405099}, 'edge_length_total': 259687.46099999992, 'edge_length_avg': 152.3987447183098, 'street_length_total': 130405.9370000001, 'street_length_avg': 151.6348104651164, 'street_segments_count': 860, 'node_density_km': 30.678348022392534, 'intersection_density_km': 22.16141287736571, 'edge_density_km': 11284.394200580007, 'street_density_km': 5666.6270814053805, 'circuity_avg': 1.082306452244354, 'self_loop_proportion': 0.0035211267605633804, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.082306452244354\n", - "1231\n", - "9007714.901476773\n", - "{'n': 316, 'm': 810, 'k_avg': 5.1265822784810124, 'intersection_count': 240, 'streets_per_node_avg': 2.6392405063291138, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 204, 4: 34, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24050632911392406, 2: 0.0, 3: 0.6455696202531646, 4: 0.10759493670886076, 5: 0.006329113924050633}, 'edge_length_total': 91519.50399999968, 'edge_length_avg': 112.98704197530824, 'street_length_total': 45759.752, 'street_length_avg': 112.98704197530864, 'street_segments_count': 405, 'node_density_km': 35.08103924872148, 'intersection_density_km': 26.643827277509985, 'edge_density_km': 10160.124404580733, 'street_density_km': 5080.0622022903835, 'circuity_avg': 1.0643559905306026, 'self_loop_proportion': 0.0024691358024691358, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0643559905306026\n", - "1232\n", - "19012071.694214277\n", - "{'n': 624, 'm': 1474, 'k_avg': 4.7243589743589745, 'intersection_count': 447, 'streets_per_node_avg': 2.4871794871794872, 'streets_per_node_counts': {0: 0, 1: 177, 2: 0, 3: 414, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28365384615384615, 2: 0.0, 3: 0.6634615384615384, 4: 0.05128205128205128, 5: 0.0016025641025641025}, 'edge_length_total': 222939.97000000018, 'edge_length_avg': 151.24828358208967, 'street_length_total': 111469.98500000007, 'street_length_avg': 151.24828358208964, 'street_segments_count': 737, 'node_density_km': 32.8212522041927, 'intersection_density_km': 23.51137778088804, 'edge_density_km': 11726.232342572372, 'street_density_km': 5863.116171286185, 'circuity_avg': 1.0689593477159691, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0689593477159691\n", - "1233\n", - "56026965.15692898\n", - "error with entry 1233\n", - "1234\n", - "8001576.11379775\n", - "{'n': 231, 'm': 595, 'k_avg': 5.151515151515151, 'intersection_count': 191, 'streets_per_node_avg': 2.74025974025974, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 171, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17316017316017315, 2: 0.0, 3: 0.7402597402597403, 4: 0.08658008658008658}, 'edge_length_total': 95226.98400000007, 'edge_length_avg': 160.0453512605043, 'street_length_total': 47641.89800000003, 'street_length_avg': 159.87214093959741, 'street_segments_count': 298, 'node_density_km': 28.869312334812193, 'intersection_density_km': 23.87029721190099, 'edge_density_km': 11901.028328130586, 'street_density_km': 5954.064214654828, 'circuity_avg': 1.0546079381837379, 'self_loop_proportion': 0.0033613445378151263, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0546079381837379\n", - "1235\n", - "46011622.029779576\n", - "{'n': 1603, 'm': 4760, 'k_avg': 5.93886462882096, 'intersection_count': 1447, 'streets_per_node_avg': 3.1678103555832813, 'streets_per_node_counts': {0: 0, 1: 156, 2: 3, 3: 865, 4: 574, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09731752963194011, 2: 0.0018714909544603868, 3: 0.5396132252027449, 4: 0.35807860262008734, 5: 0.0031191515907673115}, 'edge_length_total': 669510.7779999981, 'edge_length_avg': 140.65352478991556, 'street_length_total': 349388.95099999994, 'street_length_avg': 140.59917545271628, 'street_segments_count': 2485, 'node_density_km': 34.83902390927468, 'intersection_density_km': 31.44857616763597, 'edge_density_km': 14550.905803031206, 'street_density_km': 7593.493460714533, 'circuity_avg': 1.0271808705929328, 'self_loop_proportion': 0.0012605042016806723, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0271808705929328\n", - "1236\n", - "8004127.96366415\n", - "{'n': 291, 'm': 812, 'k_avg': 5.580756013745704, 'intersection_count': 260, 'streets_per_node_avg': 2.924398625429553, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 220, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10652920962199312, 2: 0.0, 3: 0.7560137457044673, 4: 0.13745704467353953}, 'edge_length_total': 120259.18800000013, 'edge_length_avg': 148.10244827586223, 'street_length_total': 60129.594000000034, 'street_length_avg': 148.10244827586214, 'street_segments_count': 406, 'node_density_km': 36.35624034511129, 'intersection_density_km': 32.48323879631936, 'edge_density_km': 15024.645850982568, 'street_density_km': 7512.32292549128, 'circuity_avg': 1.041517162814348, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041517162814348\n", - "1237\n", - "5000994.538455635\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 230, 'm': 610, 'k_avg': 5.304347826086956, 'intersection_count': 202, 'streets_per_node_avg': 2.869565217391304, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 176, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12173913043478261, 2: 0.0, 3: 0.7652173913043478, 4: 0.11304347826086956}, 'edge_length_total': 79416.76200000009, 'edge_length_avg': 130.19141311475425, 'street_length_total': 40860.15499999999, 'street_length_avg': 128.89638801261827, 'street_segments_count': 317, 'node_density_km': 45.99085206580263, 'intersection_density_km': 40.39196572735709, 'edge_density_km': 15880.193707335042, 'street_density_km': 8170.4058434381095, 'circuity_avg': 1.0456077569008582, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456077569008582\n", - "1238\n", - "8009338.8781088395\n", - "{'n': 1067, 'm': 3041, 'k_avg': 5.700093720712277, 'intersection_count': 939, 'streets_per_node_avg': 2.9540768509840674, 'streets_per_node_counts': {0: 0, 1: 128, 2: 2, 3: 731, 4: 203, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11996251171508904, 2: 0.0018744142455482662, 3: 0.6850984067478912, 4: 0.190253045923149, 5: 0.0028116213683223993}, 'edge_length_total': 214854.75699999975, 'edge_length_avg': 70.65266589937512, 'street_length_total': 108850.76200000006, 'street_length_avg': 70.22629806451617, 'street_segments_count': 1550, 'node_density_km': 133.21948493356038, 'intersection_density_km': 117.23814091154001, 'edge_density_km': 26825.529581129562, 'street_density_km': 13590.48027016455, 'circuity_avg': 1.0500523667957176, 'self_loop_proportion': 0.0013153567905294311, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0500523667957176\n", - "1239\n", - "164007195.93595573\n", - "{'n': 12451, 'm': 34128, 'k_avg': 5.481969319733355, 'intersection_count': 10291, 'streets_per_node_avg': 2.859850614408481, 'streets_per_node_counts': {0: 0, 1: 2160, 2: 6, 3: 7762, 4: 2468, 5: 52, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17348004176371376, 2: 0.0004818890048992049, 3: 0.6234037426712714, 4: 0.19821701068187295, 5: 0.004176371375793109, 6: 0.00024094450244960245}, 'edge_length_total': 3606519.447999954, 'edge_length_avg': 105.67626136896256, 'street_length_total': 1861310.641999996, 'street_length_avg': 105.60028605469171, 'street_segments_count': 17626, 'node_density_km': 75.91740062955576, 'intersection_density_km': 62.747246797747835, 'edge_density_km': 21990.007373873326, 'street_density_km': 11348.957168481995, 'circuity_avg': 1.0514270156612324, 'self_loop_proportion': 0.0019924988279418658, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0514270156612324\n", - "1240\n", - "10000437.936494088\n", - "{'n': 914, 'm': 2444, 'k_avg': 5.347921225382932, 'intersection_count': 713, 'streets_per_node_avg': 2.736323851203501, 'streets_per_node_counts': {0: 0, 1: 201, 2: 0, 3: 556, 4: 154, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21991247264770242, 2: 0.0, 3: 0.6083150984682714, 4: 0.16849015317286653, 5: 0.002188183807439825, 6: 0.0010940919037199124}, 'edge_length_total': 205266.85999999993, 'edge_length_avg': 83.98807692307689, 'street_length_total': 102633.43000000005, 'street_length_avg': 83.98807692307696, 'street_segments_count': 1222, 'node_density_km': 91.39599743573093, 'intersection_density_km': 71.29687764953628, 'edge_density_km': 20525.78710087586, 'street_density_km': 10262.893550437939, 'circuity_avg': 1.0519747169351128, 'self_loop_proportion': 0.004909983633387889, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0519747169351128\n", - "1241\n", - "14013010.964225726\n", - "{'n': 300, 'm': 753, 'k_avg': 5.02, 'intersection_count': 235, 'streets_per_node_avg': 2.66, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 207, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21666666666666667, 2: 0.0, 3: 0.69, 4: 0.09333333333333334}, 'edge_length_total': 140124.67900000003, 'edge_length_avg': 186.0885511288181, 'street_length_total': 70173.39899999996, 'street_length_avg': 184.1821496062991, 'street_segments_count': 381, 'node_density_km': 21.40867517808127, 'intersection_density_km': 16.770128889496995, 'edge_density_km': 9999.612457146355, 'street_density_km': 5007.731684442974, 'circuity_avg': 1.0574033621011647, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0574033621011647\n", - "1242\n", - "13010188.3938862\n", - "{'n': 359, 'm': 893, 'k_avg': 4.974930362116992, 'intersection_count': 277, 'streets_per_node_avg': 2.6072423398328692, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 254, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22841225626740946, 2: 0.0, 3: 0.7075208913649025, 4: 0.06406685236768803}, 'edge_length_total': 144370.13500000004, 'edge_length_avg': 161.66868421052635, 'street_length_total': 72257.38699999993, 'street_length_avg': 161.64963534675599, 'street_segments_count': 447, 'node_density_km': 27.593758762840263, 'intersection_density_km': 21.291006064921316, 'edge_density_km': 11096.698266709423, 'street_density_km': 5553.907815351499, 'circuity_avg': 1.097324530723526, 'self_loop_proportion': 0.0022396416573348264, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.097324530723526\n", - "1243\n", - "90037603.13738008\n", - "{'n': 9304, 'm': 24564, 'k_avg': 5.280309544282029, 'intersection_count': 7208, 'streets_per_node_avg': 2.722592433361995, 'streets_per_node_counts': {0: 0, 1: 2096, 2: 4, 3: 5624, 4: 1549, 5: 28, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22527944969905417, 2: 0.0004299226139294927, 3: 0.6044711951848667, 4: 0.16648753224419605, 5: 0.0030094582975064487, 6: 0.00021496130696474635, 7: 0.00010748065348237318}, 'edge_length_total': 1794551.4629999937, 'edge_length_avg': 73.05615791402026, 'street_length_total': 924181.766000002, 'street_length_avg': 73.38270335080213, 'street_segments_count': 12594, 'node_density_km': 103.33460327463276, 'intersection_density_km': 80.05544071405342, 'edge_density_km': 19931.133220659518, 'street_density_km': 10264.39769381553, 'circuity_avg': 1.061701281809713, 'self_loop_proportion': 0.0017912392118547469, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061701281809713\n", - "1244\n", - "130004082.17442401\n", - "{'n': 2922, 'm': 7683, 'k_avg': 5.2587268993839835, 'intersection_count': 2259, 'streets_per_node_avg': 2.6885694729637235, 'streets_per_node_counts': {0: 0, 1: 663, 2: 2, 3: 1843, 4: 410, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2268993839835729, 2: 0.0006844626967830253, 3: 0.6307323750855578, 4: 0.1403148528405202, 5: 0.0013689253935660506}, 'edge_length_total': 1413740.3569999961, 'edge_length_avg': 184.00889717558195, 'street_length_total': 708742.6280000015, 'street_length_avg': 183.6120797927465, 'street_segments_count': 3860, 'node_density_km': 22.476217293543197, 'intersection_density_km': 17.37637743535732, 'edge_density_km': 10874.58434653773, 'street_density_km': 5451.695178687504, 'circuity_avg': 1.0649364730513682, 'self_loop_proportion': 0.002082519849017311, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0649364730513682\n", - "1245\n", - "85006051.27343619\n", - "{'n': 12508, 'm': 36403, 'k_avg': 5.820754716981132, 'intersection_count': 10725, 'streets_per_node_avg': 2.9764150943396226, 'streets_per_node_counts': {0: 0, 1: 1783, 2: 4, 3: 7560, 4: 3052, 5: 104, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1425487687879757, 2: 0.0003197953309881676, 3: 0.6044131755676367, 4: 0.24400383754397187, 5: 0.008314678605692356, 6: 0.00039974416373520947}, 'edge_length_total': 2554727.9290000307, 'edge_length_avg': 70.17904922671293, 'street_length_total': 1290609.5199999951, 'street_length_avg': 69.87977259191051, 'street_segments_count': 18469, 'node_density_km': 147.14246589064496, 'intersection_density_km': 126.16748854150681, 'edge_density_km': 30053.48314300968, 'street_density_km': 15182.560543231608, 'circuity_avg': 1.053577894187483, 'self_loop_proportion': 0.0019778589676675, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053577894187483\n", - "1246\n", - "17005179.20464858\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 504, 'm': 1382, 'k_avg': 5.484126984126984, 'intersection_count': 413, 'streets_per_node_avg': 2.8492063492063493, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 308, 4: 104, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18055555555555555, 2: 0.0, 3: 0.6111111111111112, 4: 0.20634920634920634, 5: 0.001984126984126984}, 'edge_length_total': 196750.71099999992, 'edge_length_avg': 142.36665050651226, 'street_length_total': 98904.03899999984, 'street_length_avg': 141.89962553801988, 'street_segments_count': 697, 'node_density_km': 29.63802932827813, 'intersection_density_km': 24.286718477339022, 'edge_density_km': 11570.046315431691, 'street_density_km': 5816.112715411031, 'circuity_avg': 1.0746388460987453, 'self_loop_proportion': 0.001447178002894356, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0746388460987453\n", - "1247\n", - "9003752.708849218\n", - "{'n': 100, 'm': 231, 'k_avg': 4.62, 'intersection_count': 76, 'streets_per_node_avg': 2.59, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 69, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24, 2: 0.0, 3: 0.69, 4: 0.07}, 'edge_length_total': 53627.01299999999, 'edge_length_avg': 232.1515714285714, 'street_length_total': 26969.546000000006, 'street_length_avg': 230.5089401709402, 'street_segments_count': 117, 'node_density_km': 11.106480068218259, 'intersection_density_km': 8.440924851845876, 'edge_density_km': 5956.073510025814, 'street_density_km': 2995.3672509789553, 'circuity_avg': 1.1067140046437496, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1067140046437496\n", - "1248\n", - "7002620.529654247\n", - "{'n': 90, 'm': 224, 'k_avg': 4.977777777777778, 'intersection_count': 75, 'streets_per_node_avg': 2.7444444444444445, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 68, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.7555555555555555, 4: 0.07777777777777778}, 'edge_length_total': 53600.06000000007, 'edge_length_avg': 239.28598214285745, 'street_length_total': 26800.03, 'street_length_avg': 239.28598214285714, 'street_segments_count': 112, 'node_density_km': 12.852331440619093, 'intersection_density_km': 10.71027620051591, 'edge_density_km': 7654.2859595230075, 'street_density_km': 3827.1429797614987, 'circuity_avg': 1.1047026435509437, 'self_loop_proportion': 0.008928571428571428, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1047026435509437\n", - "1249\n", - "8004289.284957731\n", - "{'n': 147, 'm': 346, 'k_avg': 4.707482993197279, 'intersection_count': 109, 'streets_per_node_avg': 2.5170068027210886, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 104, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2585034013605442, 2: 0.0, 3: 0.7074829931972789, 4: 0.034013605442176874}, 'edge_length_total': 69690.34000000001, 'edge_length_avg': 201.41716763005783, 'street_length_total': 34845.170000000006, 'street_length_avg': 201.41716763005783, 'street_segments_count': 173, 'node_density_km': 18.365153328010468, 'intersection_density_km': 13.617698726211845, 'edge_density_km': 8706.62435089239, 'street_density_km': 4353.312175446195, 'circuity_avg': 1.0769881939413883, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0769881939413883\n", - "1250\n", - "9000177.850775532\n", - "{'n': 316, 'm': 811, 'k_avg': 5.132911392405063, 'intersection_count': 256, 'streets_per_node_avg': 2.670886075949367, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 240, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.189873417721519, 2: 0.0, 3: 0.759493670886076, 4: 0.05063291139240506}, 'edge_length_total': 106837.61900000004, 'edge_length_avg': 131.73565844636255, 'street_length_total': 53579.10299999998, 'street_length_avg': 130.36278102189777, 'street_segments_count': 411, 'node_density_km': 35.110417287228465, 'intersection_density_km': 28.443882359273694, 'edge_density_km': 11870.61197805041, 'street_density_km': 5953.116025966437, 'circuity_avg': 1.0551565821514806, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0551565821514806\n", - "1251\n", - "12000965.174118457\n", - "{'n': 407, 'm': 1168, 'k_avg': 5.73955773955774, 'intersection_count': 372, 'streets_per_node_avg': 3.0245700245700244, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 292, 4: 80}, 'streets_per_node_proportion': {0: 0.0, 1: 0.085995085995086, 2: 0.0, 3: 0.7174447174447175, 4: 0.19656019656019655}, 'edge_length_total': 173235.30599999978, 'edge_length_avg': 148.31789897260256, 'street_length_total': 86617.65299999992, 'street_length_avg': 148.3178989726026, 'street_segments_count': 584, 'node_density_km': 33.91393892865759, 'intersection_density_km': 30.99750683405559, 'edge_density_km': 14435.114466759958, 'street_density_km': 7217.557233379981, 'circuity_avg': 1.024054126222455, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024054126222455\n", - "1252\n", - "11003107.508108286\n", - "{'n': 292, 'm': 732, 'k_avg': 5.013698630136986, 'intersection_count': 241, 'streets_per_node_avg': 2.702054794520548, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 226, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17465753424657535, 2: 0.0, 3: 0.773972602739726, 4: 0.05136986301369863}, 'edge_length_total': 120751.41200000019, 'edge_length_avg': 164.9609453551915, 'street_length_total': 60721.00699999997, 'street_length_avg': 161.49203989361695, 'street_segments_count': 376, 'node_density_km': 26.53795755288428, 'intersection_density_km': 21.90290332275723, 'edge_density_km': 10974.300842831664, 'street_density_km': 5518.532555939686, 'circuity_avg': 1.104172822464144, 'self_loop_proportion': 0.00273224043715847, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.104172822464144\n", - "1253\n", - "10001769.119764607\n", - "{'n': 330, 'm': 873, 'k_avg': 5.290909090909091, 'intersection_count': 282, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 48, 2: 1, 3: 250, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14545454545454545, 2: 0.0030303030303030303, 3: 0.7575757575757576, 4: 0.09393939393939393}, 'edge_length_total': 130219.17999999995, 'edge_length_avg': 149.16286368843063, 'street_length_total': 65703.61700000003, 'street_length_avg': 146.65985937500005, 'street_segments_count': 448, 'node_density_km': 32.99416293742308, 'intersection_density_km': 28.195011964706993, 'edge_density_km': 13019.61467423522, 'street_density_km': 6569.1995299273985, 'circuity_avg': 1.0567305704491397, 'self_loop_proportion': 0.002290950744558992, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0567305704491397\n", - "1254\n", - "16014047.776531588\n", - "{'n': 637, 'm': 1632, 'k_avg': 5.124018838304552, 'intersection_count': 480, 'streets_per_node_avg': 2.659340659340659, 'streets_per_node_counts': {0: 0, 1: 157, 2: 0, 3: 384, 4: 95, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24646781789638933, 2: 0.0, 3: 0.6028257456828885, 4: 0.14913657770800628, 5: 0.0015698587127158557}, 'edge_length_total': 202614.23200000022, 'edge_length_avg': 124.15087745098053, 'street_length_total': 101307.11599999997, 'street_length_avg': 124.15087745098035, 'street_segments_count': 816, 'node_density_km': 39.77757584397347, 'intersection_density_km': 29.973683524501205, 'edge_density_km': 12652.2809740164, 'street_density_km': 6326.140487008191, 'circuity_avg': 1.0371872607183727, 'self_loop_proportion': 0.0012254901960784314, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0371872607183727\n", - "1255\n", - "6004798.362261885\n", - "{'n': 418, 'm': 1016, 'k_avg': 4.861244019138756, 'intersection_count': 294, 'streets_per_node_avg': 2.535885167464115, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 240, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2966507177033493, 2: 0.0, 3: 0.5741626794258373, 4: 0.1291866028708134}, 'edge_length_total': 88994.22300000007, 'edge_length_avg': 87.59273917322841, 'street_length_total': 45534.85499999999, 'street_length_avg': 88.07515473887813, 'street_segments_count': 517, 'node_density_km': 69.61099686993452, 'intersection_density_km': 48.960844688422846, 'edge_density_km': 14820.518130849905, 'street_density_km': 7583.078107363449, 'circuity_avg': 1.0672167835151385, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0672167835151385\n", - "1256\n", - "30001750.604042567\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 946, 'm': 2159, 'k_avg': 4.564482029598309, 'intersection_count': 652, 'streets_per_node_avg': 2.412262156448203, 'streets_per_node_counts': {0: 0, 1: 294, 2: 0, 3: 621, 4: 30, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3107822410147992, 2: 0.0, 3: 0.6564482029598309, 4: 0.03171247357293869, 5: 0.0010570824524312897}, 'edge_length_total': 282881.08299999963, 'edge_length_avg': 131.0241236683648, 'street_length_total': 142726.03299999976, 'street_length_avg': 127.8907105734765, 'street_segments_count': 1116, 'node_density_km': 31.531493361341784, 'intersection_density_km': 21.73206519196072, 'edge_density_km': 9428.819229031355, 'street_density_km': 4757.256830898669, 'circuity_avg': 1.0630585584062706, 'self_loop_proportion': 0.0018527095877721167, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630585584062706\n", - "1257\n", - "24011996.49543042\n", - "{'n': 1237, 'm': 3552, 'k_avg': 5.742926434923201, 'intersection_count': 1089, 'streets_per_node_avg': 2.9717057396928053, 'streets_per_node_counts': {0: 0, 1: 148, 2: 0, 3: 832, 4: 255, 5: 1, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1196443007275667, 2: 0.0, 3: 0.6725949878738885, 4: 0.206143896523848, 5: 0.0008084074373484236, 6: 0.0, 7: 0.0008084074373484236}, 'edge_length_total': 363916.7870000009, 'edge_length_avg': 102.45405039414439, 'street_length_total': 186180.62699999992, 'street_length_avg': 102.5223716960352, 'street_segments_count': 1816, 'node_density_km': 51.51591623109749, 'intersection_density_km': 45.35233045728793, 'edge_density_km': 15155.623859484393, 'street_density_km': 7753.650432000973, 'circuity_avg': 1.0619088258926639, 'self_loop_proportion': 0.0011261261261261261, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0619088258926639\n", - "1258\n", - "8000059.263386111\n", - "{'n': 481, 'm': 1288, 'k_avg': 5.355509355509356, 'intersection_count': 399, 'streets_per_node_avg': 2.765072765072765, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 349, 4: 49, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1704781704781705, 2: 0.0, 3: 0.7255717255717256, 4: 0.10187110187110188, 5: 0.002079002079002079}, 'edge_length_total': 143917.324, 'edge_length_avg': 111.73705279503105, 'street_length_total': 71958.662, 'street_length_avg': 111.73705279503105, 'street_segments_count': 644, 'node_density_km': 60.12455460191323, 'intersection_density_km': 49.8746305325642, 'edge_density_km': 17989.53223492565, 'street_density_km': 8994.766117462825, 'circuity_avg': 1.0644961741614791, 'self_loop_proportion': 0.003105590062111801, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0644961741614791\n", - "1259\n", - "73998451.7438456\n", - "{'n': 4516, 'm': 12931, 'k_avg': 5.726749335695305, 'intersection_count': 3880, 'streets_per_node_avg': 2.9348981399468554, 'streets_per_node_counts': {0: 0, 1: 636, 2: 3, 3: 2913, 4: 947, 5: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1408325952170062, 2: 0.0006643046944198405, 3: 0.6450398582816652, 4: 0.20969884853852966, 5: 0.0037643932683790967}, 'edge_length_total': 1288052.1869999983, 'edge_length_avg': 99.60963475369255, 'street_length_total': 651827.918, 'street_length_avg': 99.24298386114494, 'street_segments_count': 6568, 'node_density_km': 61.028303884420026, 'intersection_density_km': 52.43352946668506, 'edge_density_km': 17406.47482002385, 'street_density_km': 8808.669676716745, 'circuity_avg': 1.0612105854741543, 'self_loop_proportion': 0.0024746732657953754, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0612105854741543\n", - "1260\n", - "42015061.610127084\n", - "{'n': 2559, 'm': 6556, 'k_avg': 5.123876514263384, 'intersection_count': 2007, 'streets_per_node_avg': 2.7076983196561155, 'streets_per_node_counts': {0: 0, 1: 552, 2: 1, 3: 1651, 4: 353, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21570926143024619, 2: 0.00039077764751856197, 3: 0.6451738960531458, 4: 0.13794450957405235, 5: 0.0007815552950371239}, 'edge_length_total': 728617.8159999998, 'edge_length_avg': 111.13755582672357, 'street_length_total': 371887.4229999989, 'street_length_avg': 108.6754596727057, 'street_segments_count': 3422, 'node_density_km': 60.906729680557994, 'intersection_density_km': 47.768584005033176, 'edge_density_km': 17341.824290562927, 'street_density_km': 8851.288293966494, 'circuity_avg': 1.0860473990076547, 'self_loop_proportion': 0.0024405125076266015, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0860473990076547\n", - "1261\n", - "39004724.345149696\n", - "{'n': 1342, 'm': 3547, 'k_avg': 5.286140089418778, 'intersection_count': 1151, 'streets_per_node_avg': 2.778688524590164, 'streets_per_node_counts': {0: 0, 1: 191, 2: 0, 3: 1068, 4: 81, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14232488822652756, 2: 0.0, 3: 0.7958271236959762, 4: 0.06035767511177347, 5: 0.0014903129657228018}, 'edge_length_total': 488941.3669999967, 'edge_length_avg': 137.84645249506534, 'street_length_total': 244847.57900000055, 'street_length_avg': 137.78704501969642, 'street_segments_count': 1777, 'node_density_km': 34.40608855801028, 'intersection_density_km': 29.50924584967946, 'edge_density_km': 12535.439621964599, 'street_density_km': 6277.382627636689, 'circuity_avg': 1.0509714488204682, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0509714488204682\n", - "1262\n", - "5001480.018282052\n", - "{'n': 78, 'm': 188, 'k_avg': 4.82051282051282, 'intersection_count': 63, 'streets_per_node_avg': 2.6923076923076925, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 57, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19230769230769232, 2: 0.0, 3: 0.7307692307692307, 4: 0.07692307692307693}, 'edge_length_total': 45479.618, 'edge_length_avg': 241.91286170212769, 'street_length_total': 22739.809000000005, 'street_length_avg': 241.9128617021277, 'street_segments_count': 94, 'node_density_km': 15.595383709398893, 'intersection_density_km': 12.596271457591415, 'edge_density_km': 9093.231970088265, 'street_density_km': 4546.615985044134, 'circuity_avg': 1.0614415881054935, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0614415881054935\n", - "1263\n", - "6999801.880201635\n", - "{'n': 161, 'm': 430, 'k_avg': 5.341614906832298, 'intersection_count': 134, 'streets_per_node_avg': 2.8322981366459627, 'streets_per_node_counts': {0: 0, 1: 27, 2: 1, 3: 105, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16770186335403728, 2: 0.006211180124223602, 3: 0.6521739130434783, 4: 0.17391304347826086}, 'edge_length_total': 75172.87100000006, 'edge_length_avg': 174.82063023255827, 'street_length_total': 38029.865, 'street_length_avg': 176.0641898148148, 'street_segments_count': 216, 'node_density_km': 23.000650983476444, 'intersection_density_km': 19.143398955191575, 'edge_density_km': 10739.285523583225, 'street_density_km': 5432.991626172214, 'circuity_avg': 1.0474097896916927, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0474097896916927\n", - "1264\n", - "3001209.4049060275\n", - "{'n': 152, 'm': 416, 'k_avg': 5.473684210526316, 'intersection_count': 137, 'streets_per_node_avg': 2.9473684210526314, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 115, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09868421052631579, 2: 0.0, 3: 0.756578947368421, 4: 0.14473684210526316}, 'edge_length_total': 46075.633000000016, 'edge_length_avg': 110.75873317307696, 'street_length_total': 23280.259999999995, 'street_length_avg': 111.38880382775118, 'street_segments_count': 209, 'node_density_km': 50.64624939250427, 'intersection_density_km': 45.64826425508608, 'edge_density_km': 15352.355262075662, 'street_density_km': 7756.959565015402, 'circuity_avg': 1.0224807382197687, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0224807382197687\n", - "1265\n", - "14005237.927789215\n", - "{'n': 499, 'm': 1235, 'k_avg': 4.949899799599199, 'intersection_count': 395, 'streets_per_node_avg': 2.7014028056112225, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 337, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20841683366733466, 2: 0.0, 3: 0.6753507014028056, 4: 0.11422845691382766, 5: 0.002004008016032064}, 'edge_length_total': 137669.99300000022, 'edge_length_avg': 111.4736785425103, 'street_length_total': 72654.72400000002, 'street_length_avg': 112.12148765432102, 'street_segments_count': 648, 'node_density_km': 35.62952679367791, 'intersection_density_km': 28.2037336342741, 'edge_density_km': 9829.893194947814, 'street_density_km': 5187.6822353612715, 'circuity_avg': 1.0691081882767253, 'self_loop_proportion': 0.011336032388663968, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0691081882767253\n", - "1266\n", - "12000375.781054223\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1763, 'm': 4874, 'k_avg': 5.5292115711854795, 'intersection_count': 1513, 'streets_per_node_avg': 2.9313669880884854, 'streets_per_node_counts': {0: 0, 1: 250, 2: 3, 3: 1131, 4: 376, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14180374361883152, 2: 0.0017016449234259785, 3: 0.6415201361315939, 4: 0.21327283040272263, 5: 0.0017016449234259785}, 'edge_length_total': 308981.17900000047, 'edge_length_avg': 63.39375851456719, 'street_length_total': 160452.89599999998, 'street_length_avg': 62.554735282651066, 'street_segments_count': 2565, 'node_density_km': 146.91206610241017, 'intersection_density_km': 126.07938514631117, 'edge_density_km': 25747.62529418531, 'street_density_km': 13370.655963400533, 'circuity_avg': 1.0781623369798197, 'self_loop_proportion': 0.004103405826836274, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0781623369798197\n", - "1267\n", - "9000780.094187628\n", - "{'n': 1443, 'm': 3626, 'k_avg': 5.0256410256410255, 'intersection_count': 1074, 'streets_per_node_avg': 2.5772695772695773, 'streets_per_node_counts': {0: 0, 1: 369, 2: 0, 3: 949, 4: 122, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25571725571725573, 2: 0.0, 3: 0.6576576576576577, 4: 0.08454608454608455, 5: 0.002079002079002079}, 'edge_length_total': 247026.9340000007, 'edge_length_avg': 68.12656756756776, 'street_length_total': 124277.70300000001, 'street_length_avg': 68.06007831325302, 'street_segments_count': 1826, 'node_density_km': 160.31943730431055, 'intersection_density_km': 119.32299075871762, 'edge_density_km': 27445.058252175448, 'street_density_km': 13807.436877638413, 'circuity_avg': 1.0531110674924276, 'self_loop_proportion': 0.003861003861003861, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0531110674924276\n", - "1268\n", - "17000932.19948497\n", - "{'n': 610, 'm': 1975, 'k_avg': 6.475409836065574, 'intersection_count': 554, 'streets_per_node_avg': 3.318032786885246, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 248, 4: 306}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09180327868852459, 2: 0.0, 3: 0.4065573770491803, 4: 0.5016393442622951}, 'edge_length_total': 269786.9679999991, 'edge_length_avg': 136.60099645569576, 'street_length_total': 135419.71399999998, 'street_length_avg': 136.64956004036324, 'street_segments_count': 991, 'node_density_km': 35.88038543077534, 'intersection_density_km': 32.5864484076222, 'edge_density_km': 15868.951468918398, 'street_density_km': 7965.428743025185, 'circuity_avg': 1.0193821972242496, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0193821972242496\n", - "1269\n", - "6000582.929057058\n", - "{'n': 390, 'm': 1144, 'k_avg': 5.866666666666666, 'intersection_count': 347, 'streets_per_node_avg': 3.005128205128205, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 260, 4: 86, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11025641025641025, 2: 0.0, 3: 0.6666666666666666, 4: 0.2205128205128205, 5: 0.002564102564102564}, 'edge_length_total': 123013.70400000007, 'edge_length_avg': 107.5294615384616, 'street_length_total': 61506.85200000006, 'street_length_avg': 107.52946153846163, 'street_segments_count': 572, 'node_density_km': 64.99368554869473, 'intersection_density_km': 57.82771509076172, 'edge_density_km': 20500.29229732363, 'street_density_km': 10250.14614866182, 'circuity_avg': 1.0456616833047228, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456616833047228\n", - "1270\n", - "28000407.09266837\n", - "{'n': 1078, 'm': 2882, 'k_avg': 5.346938775510204, 'intersection_count': 884, 'streets_per_node_avg': 2.7903525046382187, 'streets_per_node_counts': {0: 0, 1: 194, 2: 0, 3: 726, 4: 154, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17996289424860853, 2: 0.0, 3: 0.673469387755102, 4: 0.14285714285714285, 5: 0.0037105751391465678}, 'edge_length_total': 399896.39600000076, 'edge_length_avg': 138.75655655794614, 'street_length_total': 200258.53399999972, 'street_length_avg': 138.68319529085852, 'street_segments_count': 1444, 'node_density_km': 38.49944025571913, 'intersection_density_km': 31.570969560348527, 'edge_density_km': 14281.806499331566, 'street_density_km': 7151.986517097298, 'circuity_avg': 1.0557244887373238, 'self_loop_proportion': 0.002081887578070784, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557244887373238\n", - "1271\n", - "11009439.038454825\n", - "{'n': 314, 'm': 869, 'k_avg': 5.535031847133758, 'intersection_count': 280, 'streets_per_node_avg': 2.9203821656050954, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 237, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10828025477707007, 2: 0.0, 3: 0.7547770700636943, 4: 0.13694267515923567}, 'edge_length_total': 123872.19400000013, 'edge_length_avg': 142.545677790564, 'street_length_total': 62095.901, 'street_length_avg': 142.0958832951945, 'street_segments_count': 437, 'node_density_km': 28.520980851361333, 'intersection_density_km': 25.43272177828399, 'edge_density_km': 11251.453735955796, 'street_density_km': 5640.242048945952, 'circuity_avg': 1.0341685475588993, 'self_loop_proportion': 0.0023014959723820483, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0341685475588993\n", - "1272\n", - "7002908.927962196\n", - "{'n': 301, 'm': 830, 'k_avg': 5.514950166112957, 'intersection_count': 267, 'streets_per_node_avg': 2.8903654485049834, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 232, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11295681063122924, 2: 0.0, 3: 0.770764119601329, 4: 0.11627906976744186}, 'edge_length_total': 109646.81, 'edge_length_avg': 132.1045903614458, 'street_length_total': 54868.60899999997, 'street_length_avg': 131.8956947115384, 'street_segments_count': 416, 'node_density_km': 42.98213829372035, 'intersection_density_km': 38.12701303795127, 'edge_density_km': 15657.323424868036, 'street_density_km': 7835.1167442593605, 'circuity_avg': 1.0302836179576547, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0302836179576547\n", - "1273\n", - "21010194.73231846\n", - "{'n': 121, 'm': 280, 'k_avg': 4.628099173553719, 'intersection_count': 87, 'streets_per_node_avg': 2.479338842975207, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 82, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2809917355371901, 2: 0.0, 3: 0.6776859504132231, 4: 0.04132231404958678}, 'edge_length_total': 54777.45400000004, 'edge_length_avg': 195.63376428571442, 'street_length_total': 27388.727000000003, 'street_length_avg': 195.6337642857143, 'street_segments_count': 140, 'node_density_km': 5.7591089250531535, 'intersection_density_km': 4.140846913054747, 'edge_density_km': 2607.184497711478, 'street_density_km': 1303.592248855738, 'circuity_avg': 1.0425266472376316, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0425266472376316\n", - "1274\n", - "10003412.92123816\n", - "{'n': 241, 'm': 616, 'k_avg': 5.1120331950207465, 'intersection_count': 203, 'streets_per_node_avg': 2.767634854771784, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 183, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15767634854771784, 2: 0.0, 3: 0.7593360995850622, 4: 0.08298755186721991}, 'edge_length_total': 111184.52399999983, 'edge_length_avg': 180.49435714285687, 'street_length_total': 55592.26200000002, 'street_length_avg': 180.4943571428572, 'street_segments_count': 308, 'node_density_km': 24.091777666033856, 'intersection_density_km': 20.293074133630178, 'edge_density_km': 11114.659054405814, 'street_density_km': 5557.329527202917, 'circuity_avg': 1.0356291989306814, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0356291989306814\n", - "1275\n", - "6003738.52314246\n", - "{'n': 180, 'm': 388, 'k_avg': 4.311111111111111, 'intersection_count': 109, 'streets_per_node_avg': 2.2555555555555555, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 102, 4: 6, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.39444444444444443, 2: 0.0, 3: 0.5666666666666667, 4: 0.03333333333333333, 5: 0.005555555555555556}, 'edge_length_total': 59943.77600000002, 'edge_length_avg': 154.49426804123718, 'street_length_total': 29971.888000000006, 'street_length_avg': 154.49426804123715, 'street_segments_count': 194, 'node_density_km': 29.98131902416445, 'intersection_density_km': 18.15535429796625, 'edge_density_km': 9984.408176494739, 'street_density_km': 4992.204088247368, 'circuity_avg': 1.0610219087336092, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0610219087336092\n", - "1276\n", - "12005394.43951043\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 436, 'm': 1238, 'k_avg': 5.678899082568807, 'intersection_count': 371, 'streets_per_node_avg': 2.9105504587155964, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 286, 4: 80, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14908256880733944, 2: 0.0, 3: 0.6559633027522935, 4: 0.1834862385321101, 5: 0.009174311926605505, 6: 0.0022935779816513763}, 'edge_length_total': 175953.68199999988, 'edge_length_avg': 142.12736833602577, 'street_length_total': 87976.84100000006, 'street_length_avg': 142.12736833602594, 'street_segments_count': 619, 'node_density_km': 36.31700750831639, 'intersection_density_km': 30.902774737581144, 'edge_density_km': 14656.218326398874, 'street_density_km': 7328.109163199447, 'circuity_avg': 1.0420996381243632, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0420996381243632\n", - "1277\n", - "43006735.728365414\n", - "error with entry 1277\n", - "1278\n", - "15999790.848462552\n", - "{'n': 526, 'm': 1458, 'k_avg': 5.5437262357414445, 'intersection_count': 452, 'streets_per_node_avg': 2.925855513307985, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 347, 4: 102, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14068441064638784, 2: 0.0, 3: 0.6596958174904943, 4: 0.19391634980988592, 5: 0.0038022813688212928, 6: 0.0019011406844106464}, 'edge_length_total': 133983.3679999999, 'edge_length_avg': 91.8953141289437, 'street_length_total': 68007.06000000006, 'street_length_avg': 89.24811023622054, 'street_segments_count': 762, 'node_density_km': 32.87542974666724, 'intersection_density_km': 28.250369288010628, 'edge_density_km': 8374.069965600494, 'street_density_km': 4250.496812371455, 'circuity_avg': 1.055136164480101, 'self_loop_proportion': 0.0013717421124828531, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055136164480101\n", - "1279\n", - "20017892.04850209\n", - "{'n': 381, 'm': 1028, 'k_avg': 5.396325459317585, 'intersection_count': 313, 'streets_per_node_avg': 2.7506561679790025, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 272, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1784776902887139, 2: 0.0, 3: 0.7139107611548556, 4: 0.10761154855643044}, 'edge_length_total': 188394.78000000012, 'edge_length_avg': 183.2634046692608, 'street_length_total': 94197.38999999996, 'street_length_avg': 183.2634046692606, 'street_segments_count': 514, 'node_density_km': 19.03297305614702, 'intersection_density_km': 15.636011985758577, 'edge_density_km': 9411.319610652881, 'street_density_km': 4705.659805326436, 'circuity_avg': 1.033232368901654, 'self_loop_proportion': 0.0019455252918287938, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.033232368901654\n", - "1280\n", - "444241316.8233154\n", - "error with entry 1280\n", - "1281\n", - "8004169.697324496\n", - "{'n': 163, 'm': 400, 'k_avg': 4.9079754601226995, 'intersection_count': 128, 'streets_per_node_avg': 2.638036809815951, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 117, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2147239263803681, 2: 0.0, 3: 0.7177914110429447, 4: 0.06748466257668712}, 'edge_length_total': 87690.22800000006, 'edge_length_avg': 219.22557000000015, 'street_length_total': 43845.11399999998, 'street_length_avg': 219.2255699999999, 'street_segments_count': 200, 'node_density_km': 20.364385834358934, 'intersection_density_km': 15.991664949680635, 'edge_density_km': 10955.568324508627, 'street_density_km': 5477.784162254307, 'circuity_avg': 1.0967279796983163, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0967279796983163\n", - "1282\n", - "11004657.38266429\n", - "{'n': 326, 'm': 772, 'k_avg': 4.736196319018405, 'intersection_count': 233, 'streets_per_node_avg': 2.503067484662577, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 209, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2852760736196319, 2: 0.0, 3: 0.6411042944785276, 4: 0.0736196319018405}, 'edge_length_total': 126275.056, 'edge_length_avg': 163.56872538860102, 'street_length_total': 63137.52800000004, 'street_length_avg': 163.56872538860114, 'street_segments_count': 386, 'node_density_km': 29.623820957256697, 'intersection_density_km': 21.17285362895954, 'edge_density_km': 11474.692178869824, 'street_density_km': 5737.346089434916, 'circuity_avg': 1.0598689005101996, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0598689005101996\n", - "1283\n", - "7999971.363925275\n", - "{'n': 305, 'm': 800, 'k_avg': 5.245901639344262, 'intersection_count': 255, 'streets_per_node_avg': 2.7540983606557377, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 230, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16393442622950818, 2: 0.0, 3: 0.7540983606557377, 4: 0.08196721311475409}, 'edge_length_total': 111097.44599999988, 'edge_length_avg': 138.87180749999985, 'street_length_total': 55548.722999999976, 'street_length_avg': 138.87180749999993, 'street_segments_count': 400, 'node_density_km': 38.125136469282104, 'intersection_density_km': 31.875114097268643, 'edge_density_km': 13887.23045947113, 'street_density_km': 6943.615229735569, 'circuity_avg': 1.0598846857021915, 'self_loop_proportion': 0.0025, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0598846857021915\n", - "1284\n", - "10008795.230279284\n", - "{'n': 135, 'm': 358, 'k_avg': 5.303703703703704, 'intersection_count': 113, 'streets_per_node_avg': 2.7333333333333334, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 105, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16296296296296298, 2: 0.0, 3: 0.7777777777777778, 4: 0.05925925925925926}, 'edge_length_total': 56754.57200000005, 'edge_length_avg': 158.5323240223465, 'street_length_total': 28377.285999999986, 'street_length_avg': 158.5323240223463, 'street_segments_count': 179, 'node_density_km': 13.488136873016334, 'intersection_density_km': 11.290070123339598, 'edge_density_km': 5670.469891151563, 'street_density_km': 2835.2349455757776, 'circuity_avg': 1.055015642863467, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055015642863467\n", - "1285\n", - "4000110.568094439\n", - "{'n': 746, 'm': 2072, 'k_avg': 5.554959785522788, 'intersection_count': 644, 'streets_per_node_avg': 2.9517426273458445, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 478, 4: 164, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13672922252010725, 2: 0.0, 3: 0.6407506702412868, 4: 0.21983914209115282, 5: 0.002680965147453083}, 'edge_length_total': 141573.36499999993, 'edge_length_avg': 68.32691361003857, 'street_length_total': 72169.5190000001, 'street_length_avg': 67.57445599250946, 'street_segments_count': 1068, 'node_density_km': 186.49484490509406, 'intersection_density_km': 160.99554975721256, 'edge_density_km': 35392.362933468175, 'street_density_km': 18041.88103589847, 'circuity_avg': 1.0473160778854493, 'self_loop_proportion': 0.0009652509652509653, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473160778854493\n", - "1286\n", - "30007039.38084568\n", - "{'n': 500, 'm': 1225, 'k_avg': 4.9, 'intersection_count': 377, 'streets_per_node_avg': 2.548, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 358, 4: 18, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.246, 2: 0.0, 3: 0.716, 4: 0.036, 5: 0.002}, 'edge_length_total': 208537.8549999998, 'edge_length_avg': 170.23498367346923, 'street_length_total': 104611.05899999998, 'street_length_avg': 169.0000953150242, 'street_segments_count': 619, 'node_density_km': 16.662756816960883, 'intersection_density_km': 12.563718639988505, 'edge_density_km': 6949.631129991294, 'street_density_km': 3486.2172729634935, 'circuity_avg': 1.0511336156769366, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0511336156769366\n", - "1287\n", - "14003565.008086622\n", - "{'n': 255, 'm': 656, 'k_avg': 5.145098039215687, 'intersection_count': 211, 'streets_per_node_avg': 2.7254901960784315, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 193, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17254901960784313, 2: 0.0, 3: 0.7568627450980392, 4: 0.07058823529411765}, 'edge_length_total': 111233.26800000001, 'edge_length_avg': 169.56290853658538, 'street_length_total': 55616.63399999997, 'street_length_avg': 169.56290853658527, 'street_segments_count': 328, 'node_density_km': 18.209648746783085, 'intersection_density_km': 15.067591708122475, 'edge_density_km': 7943.210742105048, 'street_density_km': 3971.605371052521, 'circuity_avg': 1.0929839643502022, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0929839643502022\n", - "1288\n", - "24000800.09602849\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1023, 'm': 2766, 'k_avg': 5.407624633431085, 'intersection_count': 864, 'streets_per_node_avg': 2.868035190615836, 'streets_per_node_counts': {0: 0, 1: 159, 2: 0, 3: 685, 4: 175, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15542521994134897, 2: 0.0, 3: 0.6695992179863147, 4: 0.1710654936461388, 5: 0.0039100684261974585}, 'edge_length_total': 315931.05800000083, 'edge_length_avg': 114.21947143890124, 'street_length_total': 162356.69500000007, 'street_length_avg': 113.93452280701759, 'street_segments_count': 1425, 'node_density_km': 42.62357904348697, 'intersection_density_km': 35.99879989596553, 'edge_density_km': 13163.355252155914, 'street_density_km': 6764.636776707534, 'circuity_avg': 1.058864742533956, 'self_loop_proportion': 0.0028922631959508315, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058864742533956\n", - "1289\n", - "15017589.455532284\n", - "{'n': 296, 'm': 804, 'k_avg': 5.4324324324324325, 'intersection_count': 235, 'streets_per_node_avg': 2.7871621621621623, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 176, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20608108108108109, 2: 0.0, 3: 0.5945945945945946, 4: 0.19932432432432431}, 'edge_length_total': 150440.53, 'edge_length_avg': 187.11508706467663, 'street_length_total': 75220.2649999999, 'street_length_avg': 187.11508706467637, 'street_segments_count': 402, 'node_density_km': 19.710220530163543, 'intersection_density_km': 15.648316974960922, 'edge_density_km': 10017.6216992388, 'street_density_km': 5008.810849619393, 'circuity_avg': 1.0527342399706368, 'self_loop_proportion': 0.004975124378109453, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0527342399706368\n", - "1290\n", - "17005117.14596603\n", - "{'n': 932, 'm': 2582, 'k_avg': 5.540772532188841, 'intersection_count': 754, 'streets_per_node_avg': 2.8261802575107295, 'streets_per_node_counts': {0: 0, 1: 178, 2: 0, 3: 562, 4: 190, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19098712446351931, 2: 0.0, 3: 0.6030042918454935, 4: 0.20386266094420602, 5: 0.002145922746781116}, 'edge_length_total': 310836.49799999996, 'edge_length_avg': 120.38594035631291, 'street_length_total': 155418.24899999978, 'street_length_avg': 120.38594035631276, 'street_segments_count': 1291, 'node_density_km': 54.80703202453914, 'intersection_density_km': 44.3395945777924, 'edge_density_km': 18278.997747083256, 'street_density_km': 9139.498873541615, 'circuity_avg': 1.0346352328796427, 'self_loop_proportion': 0.000774593338497289, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0346352328796427\n", - "1291\n", - "23019299.212894294\n", - "error with entry 1291\n", - "1292\n", - "10001505.18413855\n", - "{'n': 366, 'm': 988, 'k_avg': 5.398907103825136, 'intersection_count': 315, 'streets_per_node_avg': 2.860655737704918, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 264, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13934426229508196, 2: 0.0, 3: 0.7213114754098361, 4: 0.13934426229508196}, 'edge_length_total': 130525.93599999984, 'edge_length_avg': 132.11127125506056, 'street_length_total': 65262.968000000015, 'street_length_avg': 132.11127125506076, 'street_segments_count': 494, 'node_density_km': 36.59449185513014, 'intersection_density_km': 31.49525938351364, 'edge_density_km': 13050.629239986973, 'street_density_km': 6525.314619993495, 'circuity_avg': 1.0335516412612313, 'self_loop_proportion': 0.004048582995951417, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0335516412612313\n", - "1293\n", - "7999823.061229324\n", - "{'n': 448, 'm': 1115, 'k_avg': 4.977678571428571, 'intersection_count': 340, 'streets_per_node_avg': 2.625, 'streets_per_node_counts': {0: 0, 1: 108, 2: 1, 3: 291, 4: 47, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24107142857142858, 2: 0.002232142857142857, 3: 0.6495535714285714, 4: 0.10491071428571429, 5: 0.002232142857142857}, 'edge_length_total': 111343.662, 'edge_length_avg': 99.85978654708519, 'street_length_total': 56532.26199999998, 'street_length_avg': 98.83262587412584, 'street_segments_count': 572, 'node_density_km': 56.00123859878925, 'intersection_density_km': 42.5009400080097, 'edge_density_km': 13918.26558510032, 'street_density_km': 7066.689046409076, 'circuity_avg': 1.0478348480979915, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0478348480979915\n", - "1294\n", - "11000163.135704204\n", - "{'n': 905, 'm': 2330, 'k_avg': 5.149171270718232, 'intersection_count': 722, 'streets_per_node_avg': 2.7104972375690606, 'streets_per_node_counts': {0: 0, 1: 183, 2: 1, 3: 616, 4: 105}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2022099447513812, 2: 0.0011049723756906078, 3: 0.6806629834254143, 4: 0.11602209944751381}, 'edge_length_total': 184560.05699999965, 'edge_length_avg': 79.21032489270371, 'street_length_total': 95167.57499999992, 'street_length_avg': 78.91175373134323, 'street_segments_count': 1206, 'node_density_km': 82.27150714361329, 'intersection_density_km': 65.63539022949038, 'edge_density_km': 16777.938174476407, 'street_density_km': 8651.46942149486, 'circuity_avg': 1.0701075837024614, 'self_loop_proportion': 0.0034334763948497852, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0701075837024614\n", - "1295\n", - "25000643.555635653\n", - "{'n': 746, 'm': 2230, 'k_avg': 5.978552278820375, 'intersection_count': 652, 'streets_per_node_avg': 3.135388739946381, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 365, 4: 285, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1260053619302949, 2: 0.0, 3: 0.48927613941018766, 4: 0.3820375335120643, 5: 0.002680965147453083}, 'edge_length_total': 335022.19800000003, 'edge_length_avg': 150.23416950672646, 'street_length_total': 170210.555, 'street_length_avg': 149.1766476774759, 'street_segments_count': 1141, 'node_density_km': 29.83923187176661, 'intersection_density_km': 26.07932866004267, 'edge_density_km': 13400.542960202287, 'street_density_km': 6808.246940572499, 'circuity_avg': 1.0302936265181812, 'self_loop_proportion': 0.0008968609865470852, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0302936265181812\n", - "1296\n", - "7000040.48290967\n", - "{'n': 105, 'm': 288, 'k_avg': 5.485714285714286, 'intersection_count': 93, 'streets_per_node_avg': 2.961904761904762, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 73, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11428571428571428, 2: 0.0, 3: 0.6952380952380952, 4: 0.19047619047619047}, 'edge_length_total': 66858.59600000008, 'edge_length_avg': 232.14790277777806, 'street_length_total': 33429.29799999999, 'street_length_avg': 232.1479027777777, 'street_segments_count': 144, 'node_density_km': 14.999913251409541, 'intersection_density_km': 13.285637451248451, 'edge_density_km': 9551.172762962267, 'street_density_km': 4775.586381481126, 'circuity_avg': 1.0841928220519252, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0841928220519252\n", - "1297\n", - "9005350.74039335\n", - "{'n': 202, 'm': 460, 'k_avg': 4.554455445544554, 'intersection_count': 140, 'streets_per_node_avg': 2.4257425742574257, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 132, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3069306930693069, 2: 0.0, 3: 0.6534653465346535, 4: 0.039603960396039604}, 'edge_length_total': 85493.93399999985, 'edge_length_avg': 185.85637826086923, 'street_length_total': 42746.96699999998, 'street_length_avg': 185.8563782608695, 'street_segments_count': 230, 'node_density_km': 22.431108551267457, 'intersection_density_km': 15.54631285731408, 'edge_density_km': 9493.681752618279, 'street_density_km': 4746.840876309146, 'circuity_avg': 1.0668950720621073, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0668950720621073\n", - "1298\n", - "16007878.688002843\n", - "{'n': 565, 'm': 1367, 'k_avg': 4.838938053097345, 'intersection_count': 413, 'streets_per_node_avg': 2.5008849557522126, 'streets_per_node_counts': {0: 0, 1: 152, 2: 0, 3: 391, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26902654867256637, 2: 0.0, 3: 0.6920353982300885, 4: 0.03893805309734513}, 'edge_length_total': 198005.24599999998, 'edge_length_avg': 144.84655888807606, 'street_length_total': 99543.10499999998, 'street_length_avg': 144.89534934497814, 'street_segments_count': 687, 'node_density_km': 35.295120047570144, 'intersection_density_km': 25.79979571618844, 'edge_density_km': 12369.237040033022, 'street_density_km': 6218.382019261733, 'circuity_avg': 1.060650272601229, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060650272601229\n", - "1299\n", - "8000054.642842766\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 67, 'm': 168, 'k_avg': 5.014925373134329, 'intersection_count': 54, 'streets_per_node_avg': 2.701492537313433, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 48, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19402985074626866, 2: 0.0, 3: 0.7164179104477612, 4: 0.08955223880597014}, 'edge_length_total': 36975.31999999999, 'edge_length_avg': 220.09119047619043, 'street_length_total': 18522.923, 'street_length_avg': 217.91674117647057, 'street_segments_count': 85, 'node_density_km': 8.374942796164701, 'intersection_density_km': 6.7499538954163265, 'edge_density_km': 4621.883430893799, 'street_density_km': 2315.349560339753, 'circuity_avg': 1.038683899116326, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038683899116326\n", - "1300\n", - "11011132.157498373\n", - "{'n': 317, 'm': 861, 'k_avg': 5.4321766561514195, 'intersection_count': 272, 'streets_per_node_avg': 2.8454258675078865, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 232, 4: 39, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14195583596214512, 2: 0.0, 3: 0.7318611987381703, 4: 0.12302839116719243, 5: 0.0031545741324921135}, 'edge_length_total': 138501.58100000006, 'edge_length_avg': 160.8613019744484, 'street_length_total': 69450.11400000002, 'street_length_avg': 158.92474599542336, 'street_segments_count': 437, 'node_density_km': 28.789046890526055, 'intersection_density_km': 24.702273672628035, 'edge_density_km': 12578.323374829635, 'street_density_km': 6307.263686114765, 'circuity_avg': 1.0510213994418387, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0510213994418387\n", - "1301\n", - "6000017.248909248\n", - "{'n': 344, 'm': 973, 'k_avg': 5.656976744186046, 'intersection_count': 299, 'streets_per_node_avg': 2.9098837209302326, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 240, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1308139534883721, 2: 0.0, 3: 0.6976744186046512, 4: 0.17151162790697674}, 'edge_length_total': 81967.0289999998, 'edge_length_avg': 84.24155087358665, 'street_length_total': 41161.47599999998, 'street_length_avg': 84.52048459958928, 'street_segments_count': 487, 'node_density_km': 57.33316851089657, 'intersection_density_km': 49.833190071971146, 'edge_density_km': 13661.1322267283, 'street_density_km': 6860.226278096581, 'circuity_avg': 1.0486918423288014, 'self_loop_proportion': 0.007194244604316547, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0486918423288014\n", - "1302\n", - "9999599.960183503\n", - "{'n': 378, 'm': 1015, 'k_avg': 5.37037037037037, 'intersection_count': 322, 'streets_per_node_avg': 2.7883597883597884, 'streets_per_node_counts': {0: 0, 1: 56, 2: 2, 3: 286, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14814814814814814, 2: 0.005291005291005291, 3: 0.7566137566137566, 4: 0.08994708994708994}, 'edge_length_total': 118496.30600000011, 'edge_length_avg': 116.74512906403952, 'street_length_total': 59667.45699999998, 'street_length_avg': 116.53800195312496, 'street_segments_count': 512, 'node_density_km': 37.80151221100082, 'intersection_density_km': 32.20128817974144, 'edge_density_km': 11850.104651369033, 'street_density_km': 5966.984403134566, 'circuity_avg': 1.0549236686079362, 'self_loop_proportion': 0.005911330049261084, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0549236686079362\n", - "1303\n", - "10005763.745444236\n", - "{'n': 263, 'm': 603, 'k_avg': 4.585551330798479, 'intersection_count': 191, 'streets_per_node_avg': 2.494296577946768, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 180, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2737642585551331, 2: 0.0, 3: 0.6844106463878327, 4: 0.04182509505703422}, 'edge_length_total': 114512.4939999998, 'edge_length_avg': 189.90463349917047, 'street_length_total': 57403.05799999998, 'street_length_avg': 186.37356493506488, 'street_segments_count': 308, 'node_density_km': 26.284850081509028, 'intersection_density_km': 19.08899758771188, 'edge_density_km': 11444.652993344855, 'street_density_km': 5736.999139734475, 'circuity_avg': 1.0838020989312414, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0838020989312414\n", - "1304\n", - "55023882.44484441\n", - "{'n': 3209, 'm': 9450, 'k_avg': 5.889685260205671, 'intersection_count': 2873, 'streets_per_node_avg': 3.030227485197881, 'streets_per_node_counts': {0: 0, 1: 336, 2: 2, 3: 2115, 4: 741, 5: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10470551573698972, 2: 0.0006232471174820816, 3: 0.6590838267373014, 4: 0.23091305702711126, 5: 0.004674353381115612}, 'edge_length_total': 1024768.9660000048, 'edge_length_avg': 108.44116042328093, 'street_length_total': 517943.7329999999, 'street_length_avg': 107.94992350979572, 'street_segments_count': 4798, 'node_density_km': 58.32013041276542, 'intersection_density_km': 52.21369108004832, 'edge_density_km': 18624.075955149598, 'street_density_km': 9413.071378945013, 'circuity_avg': 1.033490315966593, 'self_loop_proportion': 0.0021164021164021165, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.033490315966593\n", - "1305\n", - "12000690.228250949\n", - "{'n': 257, 'm': 732, 'k_avg': 5.696498054474708, 'intersection_count': 228, 'streets_per_node_avg': 2.9416342412451364, 'streets_per_node_counts': {0: 0, 1: 29, 2: 2, 3: 181, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11284046692607004, 2: 0.007782101167315175, 3: 0.7042801556420234, 4: 0.17509727626459143}, 'edge_length_total': 115384.05700000015, 'edge_length_avg': 157.6284931693991, 'street_length_total': 57802.90000000001, 'street_length_avg': 157.50108991825616, 'street_segments_count': 367, 'node_density_km': 21.415434871820427, 'intersection_density_km': 18.998907201459367, 'edge_density_km': 9614.785050310968, 'street_density_km': 4816.6312854177, 'circuity_avg': 1.0461721255907672, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0461721255907672\n", - "1306\n", - "10000415.901503697\n", - "{'n': 116, 'm': 322, 'k_avg': 5.551724137931035, 'intersection_count': 103, 'streets_per_node_avg': 2.913793103448276, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 87, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11206896551724138, 2: 0.0, 3: 0.75, 4: 0.13793103448275862}, 'edge_length_total': 66981.76400000001, 'edge_length_avg': 208.01790062111803, 'street_length_total': 33490.88199999998, 'street_length_avg': 208.01790062111792, 'street_segments_count': 161, 'node_density_km': 11.599517574319869, 'intersection_density_km': 10.29957163926678, 'edge_density_km': 6697.897833421948, 'street_density_km': 3348.948916710972, 'circuity_avg': 1.034947360876453, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034947360876453\n", - "1307\n", - "41000396.09828192\n", - "{'n': 1517, 'm': 4079, 'k_avg': 5.3777191825972315, 'intersection_count': 1215, 'streets_per_node_avg': 2.7673038892551087, 'streets_per_node_counts': {0: 0, 1: 302, 2: 1, 3: 964, 4: 248, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1990771259063942, 2: 0.0006591957811470006, 3: 0.6354647330257086, 4: 0.16348055372445616, 5: 0.0013183915622940012}, 'edge_length_total': 584252.7900000002, 'edge_length_avg': 143.23431968619764, 'street_length_total': 293886.77599999984, 'street_length_avg': 142.1115938104448, 'street_segments_count': 2068, 'node_density_km': 36.999642548906216, 'intersection_density_km': 29.633860050706033, 'edge_density_km': 14249.930381147773, 'street_density_km': 7167.90089772608, 'circuity_avg': 1.0566433512441, 'self_loop_proportion': 0.0014709487619514587, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0566433512441\n", - "1308\n", - "9000011.608954558\n", - "{'n': 382, 'm': 934, 'k_avg': 4.890052356020942, 'intersection_count': 287, 'streets_per_node_avg': 2.5287958115183247, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 277, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2486910994764398, 2: 0.0, 3: 0.725130890052356, 4: 0.02617801047120419}, 'edge_length_total': 96548.59999999986, 'edge_length_avg': 103.37109207708764, 'street_length_total': 48274.30000000003, 'street_length_avg': 103.37109207708787, 'street_segments_count': 467, 'node_density_km': 42.44438969611208, 'intersection_density_km': 31.888847755979498, 'edge_density_km': 10727.60838485351, 'street_density_km': 5363.804192426766, 'circuity_avg': 1.0779051820080974, 'self_loop_proportion': 0.0021413276231263384, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0779051820080974\n", - "1309\n", - "3999884.4113190444\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 1309\n", - "1310\n", - "2000000.2107534725\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 0, 'streets_per_node_avg': 1.0, 'streets_per_node_counts': {0: 0, 1: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 1.0}, 'edge_length_total': 595.362, 'edge_length_avg': 297.681, 'street_length_total': 297.681, 'street_length_avg': 297.681, 'street_segments_count': 1, 'node_density_km': 0.9999998946232749, 'intersection_density_km': 0.0, 'edge_density_km': 297.68096863135105, 'street_density_km': 148.84048431567552, 'circuity_avg': 1.0000014934455048, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0000014934455048\n", - "1311\n", - "8007214.442710298\n", - "{'n': 231, 'm': 556, 'k_avg': 4.813852813852814, 'intersection_count': 175, 'streets_per_node_avg': 2.6103896103896105, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 154, 4: 20, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24242424242424243, 2: 0.0, 3: 0.6666666666666666, 4: 0.08658008658008658, 5: 0.004329004329004329}, 'edge_length_total': 77543.14100000005, 'edge_length_avg': 139.46608093525188, 'street_length_total': 39089.50300000006, 'street_length_avg': 139.60536785714308, 'street_segments_count': 280, 'node_density_km': 28.84898383236139, 'intersection_density_km': 21.855290782091963, 'edge_density_km': 9684.159398352904, 'street_density_km': 4881.785454814042, 'circuity_avg': 1.072804979830825, 'self_loop_proportion': 0.01079136690647482, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072804979830825\n", - "1312\n", - "238024351.94274262\n", - "{'n': 13383, 'm': 38321, 'k_avg': 5.726817604423522, 'intersection_count': 11602, 'streets_per_node_avg': 2.9512814765000375, 'streets_per_node_counts': {0: 0, 1: 1781, 2: 10, 3: 8736, 4: 2797, 5: 56, 6: 2, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13307927968318015, 2: 0.0007472166180975864, 3: 0.6527684375700515, 4: 0.20899648808189494, 5: 0.004184413061346484, 6: 0.0001494433236195173, 7: 0.0, 8: 7.472166180975865e-05}, 'edge_length_total': 4275969.210000013, 'edge_length_avg': 111.58292346233169, 'street_length_total': 2175968.280000003, 'street_length_avg': 111.16057624521089, 'street_segments_count': 19575, 'node_density_km': 56.22533951156105, 'intersection_density_km': 48.74291182942026, 'edge_density_km': 17964.419081912292, 'street_density_km': 9141.788486093381, 'circuity_avg': 1.047077815487649, 'self_loop_proportion': 0.001356958325722189, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047077815487649\n", - "1313\n", - "10005980.457371255\n", - "{'n': 121, 'm': 314, 'k_avg': 5.190082644628099, 'intersection_count': 94, 'streets_per_node_avg': 2.669421487603306, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 80, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2231404958677686, 2: 0.0, 3: 0.6611570247933884, 4: 0.11570247933884298}, 'edge_length_total': 74485.52800000002, 'edge_length_avg': 237.21505732484084, 'street_length_total': 37242.76399999999, 'street_length_avg': 237.2150573248407, 'street_segments_count': 157, 'node_density_km': 12.092767971664498, 'intersection_density_km': 9.394381730053412, 'edge_density_km': 7444.100887197682, 'street_density_km': 3722.0504435988387, 'circuity_avg': 1.0485091628928975, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0485091628928975\n", - "1314\n", - "25013879.53197364\n", - "{'n': 223, 'm': 553, 'k_avg': 4.959641255605381, 'intersection_count': 165, 'streets_per_node_avg': 2.5426008968609866, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 151, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2600896860986547, 2: 0.0, 3: 0.6771300448430493, 4: 0.06278026905829596}, 'edge_length_total': 85150.92199999992, 'edge_length_avg': 153.9799674502711, 'street_length_total': 42601.47099999999, 'street_length_avg': 153.24270143884888, 'street_segments_count': 278, 'node_density_km': 8.91505053084442, 'intersection_density_km': 6.59633783672345, 'edge_density_km': 3404.146961336283, 'street_density_km': 1703.1133033780407, 'circuity_avg': 1.0638530641145787, 'self_loop_proportion': 0.003616636528028933, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0638530641145787\n", - "1315\n", - "8000442.664283671\n", - "{'n': 102, 'm': 273, 'k_avg': 5.352941176470588, 'intersection_count': 93, 'streets_per_node_avg': 3.019607843137255, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 73, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08823529411764706, 2: 0.0, 3: 0.7156862745098039, 4: 0.19607843137254902}, 'edge_length_total': 68780.03000000001, 'edge_length_avg': 251.94150183150188, 'street_length_total': 35900.40999999999, 'street_length_avg': 254.61283687943254, 'street_segments_count': 141, 'node_density_km': 12.749294542832985, 'intersection_density_km': 11.624356789053603, 'edge_density_km': 8597.02805034205, 'street_density_km': 4487.302953906536, 'circuity_avg': 1.0453602371029367, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0453602371029367\n", - "1316\n", - "10005967.288249992\n", - "{'n': 267, 'm': 781, 'k_avg': 5.850187265917603, 'intersection_count': 242, 'streets_per_node_avg': 3.0749063670411987, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 172, 4: 70}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09363295880149813, 2: 0.0, 3: 0.6441947565543071, 4: 0.26217228464419473}, 'edge_length_total': 126961.20199999998, 'edge_length_avg': 162.56235851472468, 'street_length_total': 64362.67899999997, 'street_length_avg': 162.94349113924042, 'street_segments_count': 395, 'node_density_km': 26.68407684217978, 'intersection_density_km': 24.18556777455995, 'edge_density_km': 12688.548577316511, 'street_density_km': 6432.429483912172, 'circuity_avg': 1.0315934349456912, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0315934349456912\n", - "1317\n", - "9000042.884448195\n", - "{'n': 425, 'm': 1101, 'k_avg': 5.181176470588236, 'intersection_count': 312, 'streets_per_node_avg': 2.6588235294117646, 'streets_per_node_counts': {0: 0, 1: 113, 2: 0, 3: 232, 4: 79, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26588235294117646, 2: 0.0, 3: 0.5458823529411765, 4: 0.18588235294117647, 5: 0.002352941176470588}, 'edge_length_total': 131709.97099999982, 'edge_length_avg': 119.62758492279728, 'street_length_total': 65885.98700000001, 'street_length_avg': 119.35867210144929, 'street_segments_count': 552, 'node_density_km': 47.221997212300764, 'intersection_density_km': 34.66650148291256, 'edge_density_km': 14634.371490339308, 'street_density_km': 7320.630339867494, 'circuity_avg': 1.028264195180552, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028264195180552\n", - "1318\n", - "12001153.710250067\n", - "{'n': 679, 'm': 1725, 'k_avg': 5.08100147275405, 'intersection_count': 575, 'streets_per_node_avg': 2.799705449189985, 'streets_per_node_counts': {0: 0, 1: 104, 2: 1, 3: 505, 4: 65, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15316642120765833, 2: 0.0014727540500736377, 3: 0.7437407952871871, 4: 0.09572901325478646, 5: 0.005891016200294551}, 'edge_length_total': 185382.52, 'edge_length_avg': 107.46812753623188, 'street_length_total': 95219.3120000001, 'street_length_avg': 102.60701724137942, 'street_segments_count': 928, 'node_density_km': 56.57789379200041, 'intersection_density_km': 47.912060280412724, 'edge_density_km': 15447.058214217072, 'street_density_km': 7934.179854614664, 'circuity_avg': 1.0513184675891114, 'self_loop_proportion': 0.002318840579710145, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0513184675891114\n", - "1319\n", - "9004502.853819547\n", - "{'n': 272, 'm': 640, 'k_avg': 4.705882352941177, 'intersection_count': 212, 'streets_per_node_avg': 2.5845588235294117, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 205, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22058823529411764, 2: 0.0, 3: 0.7536764705882353, 4: 0.025735294117647058}, 'edge_length_total': 111865.54000000005, 'edge_length_avg': 174.7899062500001, 'street_length_total': 56035.824999999975, 'street_length_avg': 174.02430124223594, 'street_segments_count': 322, 'node_density_km': 30.20710908927332, 'intersection_density_km': 23.543776201933618, 'edge_density_km': 12423.288860700257, 'street_density_km': 6223.089259861869, 'circuity_avg': 1.0656807139206077, 'self_loop_proportion': 0.00625, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0656807139206077\n", - "1320\n", - "23008869.255837414\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 882, 'm': 2192, 'k_avg': 4.970521541950113, 'intersection_count': 650, 'streets_per_node_avg': 2.5408163265306123, 'streets_per_node_counts': {0: 0, 1: 232, 2: 0, 3: 591, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26303854875283444, 2: 0.0, 3: 0.6700680272108843, 4: 0.06689342403628118}, 'edge_length_total': 277853.2139999999, 'edge_length_avg': 126.75785310218974, 'street_length_total': 138926.60699999993, 'street_length_avg': 126.75785310218971, 'street_segments_count': 1096, 'node_density_km': 38.333044105426175, 'intersection_density_km': 28.24997581465648, 'edge_density_km': 12075.917808499336, 'street_density_km': 6037.958904249667, 'circuity_avg': 1.067733951479946, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067733951479946\n", - "1321\n", - "11001313.29560406\n", - "{'n': 229, 'm': 536, 'k_avg': 4.681222707423581, 'intersection_count': 165, 'streets_per_node_avg': 2.489082969432314, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 154, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2794759825327511, 2: 0.0, 3: 0.6724890829694323, 4: 0.048034934497816595}, 'edge_length_total': 100051.68400000011, 'edge_length_avg': 186.66358955223902, 'street_length_total': 50025.84199999996, 'street_length_avg': 186.66358955223865, 'street_segments_count': 268, 'node_density_km': 20.815696621557407, 'intersection_density_km': 14.998209356143983, 'edge_density_km': 9094.52183676826, 'street_density_km': 4547.260918384121, 'circuity_avg': 1.075117919832681, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075117919832681\n", - "1322\n", - "10002905.704870377\n", - "{'n': 484, 'm': 1348, 'k_avg': 5.570247933884297, 'intersection_count': 417, 'streets_per_node_avg': 2.8801652892561984, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 342, 4: 74, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1384297520661157, 2: 0.0, 3: 0.7066115702479339, 4: 0.15289256198347106, 5: 0.002066115702479339}, 'edge_length_total': 150104.53600000055, 'edge_length_avg': 111.35351335311613, 'street_length_total': 75088.45800000007, 'street_length_avg': 111.07760059171608, 'street_segments_count': 676, 'node_density_km': 48.385940473710775, 'intersection_density_km': 41.68788673044916, 'edge_density_km': 15006.093272169426, 'street_density_km': 7506.664584815569, 'circuity_avg': 1.0258520218906992, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0258520218906992\n", - "1323\n", - "19022020.066990837\n", - "{'n': 384, 'm': 1022, 'k_avg': 5.322916666666667, 'intersection_count': 336, 'streets_per_node_avg': 2.9140625, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 274, 4: 61, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.7135416666666666, 4: 0.15885416666666666, 5: 0.0026041666666666665}, 'edge_length_total': 207820.40299999964, 'edge_length_avg': 203.3467739726024, 'street_length_total': 104910.15699999989, 'street_length_avg': 198.69347916666646, 'street_segments_count': 528, 'node_density_km': 20.187130422933382, 'intersection_density_km': 17.663739120066708, 'edge_density_km': 10925.254114342626, 'street_density_km': 5515.195369920352, 'circuity_avg': 1.0323809994032496, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0323809994032496\n", - "1324\n", - "23000258.27324313\n", - "{'n': 1686, 'm': 4262, 'k_avg': 5.055753262158956, 'intersection_count': 1360, 'streets_per_node_avg': 2.7301304863582443, 'streets_per_node_counts': {0: 0, 1: 326, 2: 1, 3: 1165, 4: 190, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1933570581257414, 2: 0.0005931198102016608, 3: 0.6909845788849348, 4: 0.11269276393831554, 5: 0.002372479240806643}, 'edge_length_total': 384238.5560000013, 'edge_length_avg': 90.15451806663569, 'street_length_total': 196883.89099999983, 'street_length_avg': 86.84776841640928, 'street_segments_count': 2267, 'node_density_km': 73.30352468091077, 'intersection_density_km': 59.12977079836219, 'edge_density_km': 16705.83657953951, 'street_density_km': 8560.073050529201, 'circuity_avg': 1.0784700310038078, 'self_loop_proportion': 0.002580947911778508, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0784700310038078\n", - "1325\n", - "13999785.437075462\n", - "{'n': 1394, 'm': 3687, 'k_avg': 5.289813486370158, 'intersection_count': 1177, 'streets_per_node_avg': 2.86441893830703, 'streets_per_node_counts': {0: 0, 1: 217, 2: 4, 3: 932, 4: 234, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1556671449067432, 2: 0.0028694404591104736, 3: 0.6685796269727403, 4: 0.1678622668579627, 5: 0.00430416068866571, 6: 0.0007173601147776184}, 'edge_length_total': 310721.98900000093, 'edge_length_avg': 84.27501735828612, 'street_length_total': 162343.14799999987, 'street_length_avg': 82.57535503560523, 'street_segments_count': 1966, 'node_density_km': 99.57295461888198, 'intersection_density_km': 84.07271706343192, 'edge_density_km': 22194.76794102284, 'street_density_km': 11596.116864053392, 'circuity_avg': 1.0719775703304693, 'self_loop_proportion': 0.0032546786004882017, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0719775703304693\n", - "1326\n", - "7999848.428683279\n", - "{'n': 336, 'm': 878, 'k_avg': 5.226190476190476, 'intersection_count': 289, 'streets_per_node_avg': 2.8125, 'streets_per_node_counts': {0: 0, 1: 47, 2: 3, 3: 253, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13988095238095238, 2: 0.008928571428571428, 3: 0.7529761904761905, 4: 0.09523809523809523, 5: 0.002976190476190476}, 'edge_length_total': 109466.0969999999, 'edge_length_avg': 124.67664806378122, 'street_length_total': 55717.863000000034, 'street_length_avg': 122.72657048458157, 'street_segments_count': 454, 'node_density_km': 42.000795764489666, 'intersection_density_km': 36.12568445219498, 'edge_density_km': 13683.521378669082, 'street_density_km': 6964.864834216717, 'circuity_avg': 1.075915391465561, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075915391465561\n", - "1327\n", - "12001312.673809966\n", - "{'n': 532, 'm': 1426, 'k_avg': 5.360902255639098, 'intersection_count': 427, 'streets_per_node_avg': 2.755639097744361, 'streets_per_node_counts': {0: 0, 1: 105, 2: 0, 3: 350, 4: 74, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19736842105263158, 2: 0.0, 3: 0.6578947368421053, 4: 0.13909774436090225, 5: 0.005639097744360902}, 'edge_length_total': 196148.7739999999, 'edge_length_avg': 137.55173492286107, 'street_length_total': 98410.74600000007, 'street_length_avg': 137.25348117154823, 'street_segments_count': 717, 'node_density_km': 44.328484263306, 'intersection_density_km': 35.57944131660087, 'edge_density_km': 16343.943311138648, 'street_density_km': 8199.998506393247, 'circuity_avg': 1.0642511766747538, 'self_loop_proportion': 0.002805049088359046, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0642511766747538\n", - "1328\n", - "11999654.655173987\n", - "{'n': 310, 'm': 778, 'k_avg': 5.019354838709678, 'intersection_count': 247, 'streets_per_node_avg': 2.638709677419355, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 233, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2032258064516129, 2: 0.0, 3: 0.7516129032258064, 4: 0.04516129032258064}, 'edge_length_total': 120465.92799999999, 'edge_length_avg': 154.8405244215938, 'street_length_total': 60232.96400000005, 'street_length_avg': 154.84052442159395, 'street_segments_count': 389, 'node_density_km': 25.83407680539663, 'intersection_density_km': 20.58392571268699, 'edge_density_km': 10039.116246404452, 'street_density_km': 5019.5581232022305, 'circuity_avg': 1.0573299977900716, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0573299977900716\n", - "1329\n", - "11999548.207698805\n", - "{'n': 291, 'm': 792, 'k_avg': 5.443298969072165, 'intersection_count': 253, 'streets_per_node_avg': 2.8419243986254297, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 224, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13058419243986255, 2: 0.0, 3: 0.7697594501718213, 4: 0.09621993127147767, 5: 0.003436426116838488}, 'edge_length_total': 156948.96999999997, 'edge_length_avg': 198.16789141414137, 'street_length_total': 78474.48500000002, 'street_length_avg': 198.16789141414145, 'street_segments_count': 396, 'node_density_km': 24.250913031317044, 'intersection_density_km': 21.084127137193168, 'edge_density_km': 13079.573270875557, 'street_density_km': 6539.78663543778, 'circuity_avg': 1.0398144258293975, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0398144258293975\n", - "1330\n", - "9010313.43191298\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 153, 'm': 442, 'k_avg': 5.777777777777778, 'intersection_count': 133, 'streets_per_node_avg': 3.0392156862745097, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 88, 4: 44, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13071895424836602, 2: 0.0, 3: 0.5751633986928104, 4: 0.2875816993464052, 5: 0.006535947712418301}, 'edge_length_total': 92783.15200000005, 'edge_length_avg': 209.916633484163, 'street_length_total': 46391.57599999997, 'street_length_avg': 209.91663348416276, 'street_segments_count': 221, 'node_density_km': 16.98054137141338, 'intersection_density_km': 14.760862760771108, 'edge_density_km': 10297.438896118541, 'street_density_km': 5148.719448059265, 'circuity_avg': 1.0916028658822325, 'self_loop_proportion': 0.004524886877828055, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0916028658822325\n", - "1331\n", - "6003325.971000412\n", - "{'n': 108, 'm': 302, 'k_avg': 5.592592592592593, 'intersection_count': 99, 'streets_per_node_avg': 2.9444444444444446, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 87, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08333333333333333, 2: 0.0, 3: 0.8055555555555556, 4: 0.1111111111111111}, 'edge_length_total': 54903.68600000003, 'edge_length_avg': 181.800284768212, 'street_length_total': 27451.843, 'street_length_avg': 181.80028476821192, 'street_segments_count': 151, 'node_density_km': 17.990027614975997, 'intersection_density_km': 16.49085864706133, 'edge_density_km': 9145.544697258996, 'street_density_km': 4572.772348629495, 'circuity_avg': 1.084771757635224, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084771757635224\n", - "1332\n", - "16002870.774161344\n", - "{'n': 547, 'm': 1524, 'k_avg': 5.572212065813528, 'intersection_count': 462, 'streets_per_node_avg': 2.8848263254113347, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 356, 4: 105, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15539305301645337, 2: 0.0, 3: 0.6508226691042047, 4: 0.19195612431444242, 5: 0.0018281535648994515}, 'edge_length_total': 159881.96900000004, 'edge_length_avg': 104.90942847769031, 'street_length_total': 80122.53800000003, 'street_length_avg': 104.19055656697013, 'street_segments_count': 769, 'node_density_km': 34.18136706341468, 'intersection_density_km': 28.869820079154632, 'edge_density_km': 9990.830473876578, 'street_density_km': 5006.760295119547, 'circuity_avg': 1.0560084122810165, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0560084122810165\n", - "1333\n", - "7002940.357212121\n", - "{'n': 204, 'm': 546, 'k_avg': 5.352941176470588, 'intersection_count': 174, 'streets_per_node_avg': 2.803921568627451, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 155, 4: 18, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14705882352941177, 2: 0.0, 3: 0.7598039215686274, 4: 0.08823529411764706, 5: 0.004901960784313725}, 'edge_length_total': 87099.59000000003, 'edge_length_avg': 159.52305860805865, 'street_length_total': 43549.79499999999, 'street_length_avg': 159.52305860805856, 'street_segments_count': 273, 'node_density_km': 29.130620795578594, 'intersection_density_km': 24.84670597269939, 'edge_density_km': 12437.57415559005, 'street_density_km': 6218.787077795022, 'circuity_avg': 1.0502026582613952, 'self_loop_proportion': 0.003663003663003663, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0502026582613952\n", - "1334\n", - "8006470.2337939935\n", - "{'n': 139, 'm': 380, 'k_avg': 5.467625899280575, 'intersection_count': 125, 'streets_per_node_avg': 2.9424460431654675, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 106, 4: 18, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10071942446043165, 2: 0.0, 3: 0.762589928057554, 4: 0.12949640287769784, 5: 0.007194244604316547}, 'edge_length_total': 73683.06800000004, 'edge_length_avg': 193.9028105263159, 'street_length_total': 36841.534, 'street_length_avg': 193.9028105263158, 'street_segments_count': 190, 'node_density_km': 17.360958817195606, 'intersection_density_km': 15.612373037046407, 'edge_density_km': 9202.940353040462, 'street_density_km': 4601.470176520228, 'circuity_avg': 1.0513010795323898, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0513010795323898\n", - "1335\n", - "15004216.942166613\n", - "{'n': 553, 'm': 1456, 'k_avg': 5.265822784810126, 'intersection_count': 455, 'streets_per_node_avg': 2.7540687160940327, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 395, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17721518987341772, 2: 0.0, 3: 0.7142857142857143, 4: 0.10849909584086799}, 'edge_length_total': 209281.2709999997, 'edge_length_avg': 143.73713667582396, 'street_length_total': 105957.24900000011, 'street_length_avg': 142.41565725806467, 'street_segments_count': 744, 'node_density_km': 36.856305272812634, 'intersection_density_km': 30.324808135858497, 'edge_density_km': 13948.1634934145, 'street_density_km': 7061.831311051402, 'circuity_avg': 1.063327983947581, 'self_loop_proportion': 0.0020604395604395605, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063327983947581\n", - "1336\n", - "8004463.279089197\n", - "{'n': 110, 'm': 256, 'k_avg': 4.654545454545454, 'intersection_count': 78, 'streets_per_node_avg': 2.4363636363636365, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 76, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2909090909090909, 2: 0.0, 3: 0.6909090909090909, 4: 0.01818181818181818}, 'edge_length_total': 57114.737999999976, 'edge_length_avg': 223.1044453124999, 'street_length_total': 28557.368999999995, 'street_length_avg': 223.10444531249996, 'street_segments_count': 128, 'node_density_km': 13.742333016551305, 'intersection_density_km': 9.74456341173638, 'edge_density_km': 7135.361361355246, 'street_density_km': 3567.680680677624, 'circuity_avg': 1.1196334923437012, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1196334923437012\n", - "1337\n", - "7000397.325976948\n", - "{'n': 191, 'm': 484, 'k_avg': 5.0680628272251305, 'intersection_count': 155, 'streets_per_node_avg': 2.701570680628272, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 140, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18848167539267016, 2: 0.0, 3: 0.7329842931937173, 4: 0.07853403141361257}, 'edge_length_total': 77662.05399999997, 'edge_length_avg': 160.4587892561983, 'street_length_total': 38831.02699999998, 'street_length_avg': 160.45878925619826, 'street_segments_count': 242, 'node_density_km': 27.284165613177503, 'intersection_density_km': 22.14160036671473, 'edge_density_km': 11093.949440814313, 'street_density_km': 5546.9747204071555, 'circuity_avg': 1.054380612147755, 'self_loop_proportion': 0.008264462809917356, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054380612147755\n", - "1338\n", - "7002814.954453434\n", - "{'n': 340, 'm': 896, 'k_avg': 5.270588235294118, 'intersection_count': 278, 'streets_per_node_avg': 2.8147058823529414, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 217, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18235294117647058, 2: 0.0, 3: 0.638235294117647, 4: 0.17941176470588235}, 'edge_length_total': 109556.92900000003, 'edge_length_avg': 122.27335825892861, 'street_length_total': 54926.53600000001, 'street_length_avg': 120.98355947136565, 'street_segments_count': 454, 'node_density_km': 48.551904085910095, 'intersection_density_km': 39.698321576126496, 'edge_density_km': 15644.698555161365, 'street_density_km': 7843.493846009672, 'circuity_avg': 1.0564227326301399, 'self_loop_proportion': 0.004464285714285714, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0564227326301399\n", - "1339\n", - "8006839.480103515\n", - "{'n': 63, 'm': 158, 'k_avg': 5.015873015873016, 'intersection_count': 54, 'streets_per_node_avg': 2.7936507936507935, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 49, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7777777777777778, 4: 0.07936507936507936}, 'edge_length_total': 33119.48399999998, 'edge_length_avg': 209.61698734177205, 'street_length_total': 16559.742000000002, 'street_length_avg': 209.6169873417722, 'street_segments_count': 79, 'node_density_km': 7.868273137803121, 'intersection_density_km': 6.744234118116961, 'edge_density_km': 4136.399147541272, 'street_density_km': 2068.1995737706375, 'circuity_avg': 1.0490243668458652, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0490243668458652\n", - "1340\n", - "160016987.05837223\n", - "error with entry 1340\n", - "1341\n", - "39025504.87927198\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1265, 'm': 3351, 'k_avg': 5.298023715415019, 'intersection_count': 1016, 'streets_per_node_avg': 2.7343873517786563, 'streets_per_node_counts': {0: 0, 1: 249, 2: 0, 3: 858, 4: 154, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19683794466403162, 2: 0.0, 3: 0.6782608695652174, 4: 0.12173913043478261, 5: 0.0031620553359683794}, 'edge_length_total': 459580.1400000013, 'edge_length_avg': 137.14716204118213, 'street_length_total': 230932.80400000061, 'street_length_avg': 135.28576684241395, 'street_segments_count': 1707, 'node_density_km': 32.41469915413939, 'intersection_density_km': 26.034256395735667, 'edge_density_km': 11776.404723570991, 'street_density_km': 5917.484084175381, 'circuity_avg': 1.0648298616606362, 'self_loop_proportion': 0.0029841838257236644, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0648298616606362\n", - "1342\n", - "13000011.724936904\n", - "{'n': 645, 'm': 1742, 'k_avg': 5.401550387596899, 'intersection_count': 530, 'streets_per_node_avg': 2.8232558139534882, 'streets_per_node_counts': {0: 0, 1: 115, 2: 0, 3: 415, 4: 114, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17829457364341086, 2: 0.0, 3: 0.6434108527131783, 4: 0.17674418604651163, 5: 0.0015503875968992248}, 'edge_length_total': 226855.38299999989, 'edge_length_avg': 130.22697072330647, 'street_length_total': 115097.47000000004, 'street_length_avg': 128.60052513966485, 'street_segments_count': 895, 'node_density_km': 49.61533986640543, 'intersection_density_km': 40.769193998751746, 'edge_density_km': 17450.398338090803, 'street_density_km': 8853.643553199077, 'circuity_avg': 1.0269416166389582, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0269416166389582\n", - "1343\n", - "26003726.923467215\n", - "{'n': 2525, 'm': 6685, 'k_avg': 5.295049504950495, 'intersection_count': 1914, 'streets_per_node_avg': 2.6732673267326734, 'streets_per_node_counts': {0: 0, 1: 611, 2: 0, 3: 1539, 4: 355, 5: 18, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24198019801980197, 2: 0.0, 3: 0.6095049504950495, 4: 0.1405940594059406, 5: 0.007128712871287129, 6: 0.0007920792079207921}, 'edge_length_total': 487774.7040000011, 'edge_length_avg': 72.96555033657458, 'street_length_total': 244045.6979999997, 'street_length_avg': 72.95835515695059, 'street_segments_count': 3345, 'node_density_km': 97.10146577955712, 'intersection_density_km': 73.60483386220686, 'edge_density_km': 18757.876724193942, 'street_density_km': 9385.027719998061, 'circuity_avg': 1.0617552383312603, 'self_loop_proportion': 0.0011967090501121915, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0617552383312603\n", - "1344\n", - "12002559.979747215\n", - "{'n': 437, 'm': 1105, 'k_avg': 5.05720823798627, 'intersection_count': 341, 'streets_per_node_avg': 2.6613272311212817, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 297, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21967963386727687, 2: 0.0, 3: 0.6796338672768879, 4: 0.10068649885583524}, 'edge_length_total': 153090.12499999985, 'edge_length_avg': 138.5430995475112, 'street_length_total': 77102.21000000002, 'street_length_avg': 138.17600358422942, 'street_segments_count': 558, 'node_density_km': 36.40889949622261, 'intersection_density_km': 28.410605785381943, 'edge_density_km': 12754.789416451145, 'street_density_km': 6423.813763905378, 'circuity_avg': 1.075555619123743, 'self_loop_proportion': 0.0018099547511312218, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075555619123743\n", - "1345\n", - "7000441.591222541\n", - "{'n': 271, 'm': 758, 'k_avg': 5.594095940959409, 'intersection_count': 235, 'streets_per_node_avg': 2.885608856088561, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 194, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13284132841328414, 2: 0.0, 3: 0.7158671586715867, 4: 0.15129151291512916}, 'edge_length_total': 83630.45999999989, 'edge_length_avg': 110.33042216358824, 'street_length_total': 41815.23, 'street_length_avg': 110.3304221635884, 'street_segments_count': 379, 'node_density_km': 38.71184359852264, 'intersection_density_km': 33.5693108695676, 'edge_density_km': 11946.454935765682, 'street_density_km': 5973.227467882849, 'circuity_avg': 1.0414105299496432, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0414105299496432\n", - "1346\n", - "4000824.35869302\n", - "{'n': 127, 'm': 316, 'k_avg': 4.9763779527559056, 'intersection_count': 93, 'streets_per_node_avg': 2.5669291338582676, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 80, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2677165354330709, 2: 0.0, 3: 0.6299212598425197, 4: 0.10236220472440945}, 'edge_length_total': 45598.353999999985, 'edge_length_avg': 144.2985886075949, 'street_length_total': 22799.176999999992, 'street_length_avg': 144.2985886075949, 'street_segments_count': 158, 'node_density_km': 31.743458001112568, 'intersection_density_km': 23.245209402389516, 'edge_density_km': 11397.23964660522, 'street_density_km': 5698.61982330261, 'circuity_avg': 1.0341456723127294, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0341456723127294\n", - "1347\n", - "24003251.094508357\n", - "error with entry 1347\n", - "1348\n", - "8999360.719941702\n", - "{'n': 132, 'm': 328, 'k_avg': 4.96969696969697, 'intersection_count': 101, 'streets_per_node_avg': 2.628787878787879, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 88, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23484848484848486, 2: 0.0, 3: 0.6666666666666666, 4: 0.09848484848484848}, 'edge_length_total': 52096.98400000001, 'edge_length_avg': 158.83226829268295, 'street_length_total': 26048.49199999999, 'street_length_avg': 158.83226829268287, 'street_segments_count': 164, 'node_density_km': 14.667708530396045, 'intersection_density_km': 11.223019405833337, 'edge_density_km': 5788.964974429595, 'street_density_km': 2894.4824872147956, 'circuity_avg': 1.058709356825689, 'self_loop_proportion': 0.006097560975609756, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058709356825689\n", - "1349\n", - "11997816.777465366\n", - "{'n': 551, 'm': 1459, 'k_avg': 5.295825771324864, 'intersection_count': 491, 'streets_per_node_avg': 2.9201451905626135, 'streets_per_node_counts': {0: 0, 1: 60, 2: 2, 3: 415, 4: 70, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1088929219600726, 2: 0.003629764065335753, 3: 0.7531760435571688, 4: 0.12704174228675136, 5: 0.007259528130671506}, 'edge_length_total': 168923.1989999996, 'edge_length_avg': 115.78012268677148, 'street_length_total': 88637.32199999997, 'street_length_avg': 113.34695907928385, 'street_segments_count': 782, 'node_density_km': 45.92502204525273, 'intersection_density_km': 40.924112203664414, 'edge_density_km': 14079.494805861335, 'street_density_km': 7387.787598697212, 'circuity_avg': 1.0438009301940838, 'self_loop_proportion': 0.0013708019191226869, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0438009301940838\n", - "1350\n", - "11006084.732068133\n", - "{'n': 258, 'm': 616, 'k_avg': 4.775193798449612, 'intersection_count': 185, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 168, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28294573643410853, 2: 0.0, 3: 0.6511627906976745, 4: 0.06589147286821706}, 'edge_length_total': 106073.43899999994, 'edge_length_avg': 172.19714123376613, 'street_length_total': 53122.18, 'street_length_avg': 171.91644012944985, 'street_segments_count': 309, 'node_density_km': 23.441578570467694, 'intersection_density_km': 16.808883858668697, 'edge_density_km': 9637.708738597716, 'street_density_km': 4826.619210482665, 'circuity_avg': 1.0896826824608712, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0896826824608712\n", - "1351\n", - "10003402.052970065\n", - "{'n': 342, 'm': 761, 'k_avg': 4.450292397660819, 'intersection_count': 220, 'streets_per_node_avg': 2.3596491228070176, 'streets_per_node_counts': {0: 0, 1: 122, 2: 0, 3: 195, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3567251461988304, 2: 0.0, 3: 0.5701754385964912, 4: 0.07309941520467836}, 'edge_length_total': 104412.59000000017, 'edge_length_avg': 137.2044546649148, 'street_length_total': 52343.33100000002, 'street_length_avg': 137.02442670157075, 'street_segments_count': 382, 'node_density_km': 34.18836893579203, 'intersection_density_km': 21.992518028872066, 'edge_density_km': 10437.708036437414, 'street_density_km': 5232.552957766902, 'circuity_avg': 1.0700484621789959, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0700484621789959\n", - "1352\n", - "8001315.00401972\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 328, 'm': 848, 'k_avg': 5.170731707317073, 'intersection_count': 268, 'streets_per_node_avg': 2.783536585365854, 'streets_per_node_counts': {0: 0, 1: 60, 2: 2, 3: 215, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18292682926829268, 2: 0.006097560975609756, 3: 0.6554878048780488, 4: 0.15548780487804878}, 'edge_length_total': 95807.14200000004, 'edge_length_avg': 112.9801202830189, 'street_length_total': 48498.22799999999, 'street_length_avg': 109.97330612244895, 'street_segments_count': 441, 'node_density_km': 40.99326171200841, 'intersection_density_km': 33.49449432566541, 'edge_density_km': 11973.924530138886, 'street_density_km': 6061.2821736971155, 'circuity_avg': 1.0633410955223535, 'self_loop_proportion': 0.01179245283018868, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0633410955223535\n", - "1353\n", - "6000243.62264395\n", - "{'n': 159, 'm': 454, 'k_avg': 5.710691823899371, 'intersection_count': 140, 'streets_per_node_avg': 3.050314465408805, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 94, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11949685534591195, 2: 0.0, 3: 0.5911949685534591, 4: 0.2893081761006289}, 'edge_length_total': 70217.64800000003, 'edge_length_avg': 154.66442290748904, 'street_length_total': 35108.82400000002, 'street_length_avg': 154.6644229074891, 'street_segments_count': 227, 'node_density_km': 26.498924043677103, 'intersection_density_km': 23.332385950407513, 'edge_density_km': 11702.466169041863, 'street_density_km': 5851.2330845209335, 'circuity_avg': 1.028710129577775, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028710129577775\n", - "1354\n", - "21009929.161810517\n", - "{'n': 1114, 'm': 2807, 'k_avg': 5.039497307001795, 'intersection_count': 845, 'streets_per_node_avg': 2.627468581687612, 'streets_per_node_counts': {0: 0, 1: 269, 2: 3, 3: 717, 4: 124, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2414721723518851, 2: 0.0026929982046678637, 3: 0.6436265709156194, 4: 0.11131059245960502, 5: 0.0008976660682226212}, 'edge_length_total': 327632.243, 'edge_length_avg': 116.71971606697542, 'street_length_total': 166277.7249999996, 'street_length_avg': 116.03469993021605, 'street_segments_count': 1433, 'node_density_km': 53.022549072888054, 'intersection_density_km': 40.21907896462334, 'edge_density_km': 15594.16219239487, 'street_density_km': 7914.244913411727, 'circuity_avg': 1.0762089492251279, 'self_loop_proportion': 0.003562522265764161, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0762089492251279\n", - "1355\n", - "13003400.075235408\n", - "{'n': 235, 'm': 578, 'k_avg': 4.919148936170213, 'intersection_count': 173, 'streets_per_node_avg': 2.523404255319149, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 161, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26382978723404255, 2: 0.0, 3: 0.6851063829787234, 4: 0.05106382978723404}, 'edge_length_total': 66285.55400000003, 'edge_length_avg': 114.68088927335646, 'street_length_total': 33142.77700000001, 'street_length_avg': 114.68088927335643, 'street_segments_count': 289, 'node_density_km': 18.07219639789062, 'intersection_density_km': 13.30421266738331, 'edge_density_km': 5097.555532897808, 'street_density_km': 2548.7777664489035, 'circuity_avg': 1.0331221344362658, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0331221344362658\n", - "1356\n", - "14004411.52864537\n", - "{'n': 254, 'm': 725, 'k_avg': 5.708661417322834, 'intersection_count': 223, 'streets_per_node_avg': 2.968503937007874, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 169, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1220472440944882, 2: 0.0, 3: 0.6653543307086615, 4: 0.2125984251968504}, 'edge_length_total': 146170.86699999997, 'edge_length_avg': 201.6149889655172, 'street_length_total': 73118.63599999998, 'street_length_avg': 201.42874931129472, 'street_segments_count': 363, 'node_density_km': 18.137141962763295, 'intersection_density_km': 15.923553770457538, 'edge_density_km': 10437.48726613855, 'street_density_km': 5221.114493132341, 'circuity_avg': 1.0530445218225812, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0530445218225812\n", - "1357\n", - "9000039.095824784\n", - "{'n': 231, 'm': 635, 'k_avg': 5.4978354978354975, 'intersection_count': 207, 'streets_per_node_avg': 2.948051948051948, 'streets_per_node_counts': {0: 0, 1: 24, 2: 1, 3: 169, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1038961038961039, 2: 0.004329004329004329, 3: 0.7316017316017316, 4: 0.16017316017316016}, 'edge_length_total': 86492.32499999998, 'edge_length_avg': 136.20838582677163, 'street_length_total': 43366.09700000002, 'street_length_avg': 133.8459783950618, 'street_segments_count': 324, 'node_density_km': 25.66655517165069, 'intersection_density_km': 22.999900088881787, 'edge_density_km': 9610.216586739574, 'street_density_km': 4818.434291037472, 'circuity_avg': 1.0604555451575033, 'self_loop_proportion': 0.0031496062992125984, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0604555451575033\n", - "1358\n", - "8008647.2206510985\n", - "{'n': 266, 'm': 688, 'k_avg': 5.172932330827067, 'intersection_count': 211, 'streets_per_node_avg': 2.7293233082706765, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 173, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20676691729323307, 2: 0.0, 3: 0.650375939849624, 4: 0.14285714285714285}, 'edge_length_total': 95162.77799999996, 'edge_length_avg': 138.3179912790697, 'street_length_total': 47581.38899999998, 'street_length_avg': 138.3179912790697, 'street_segments_count': 344, 'node_density_km': 33.21409879487417, 'intersection_density_km': 26.346521976385144, 'edge_density_km': 11882.503421378482, 'street_density_km': 5941.251710689241, 'circuity_avg': 1.0357344208053054, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0357344208053054\n", - "1359\n", - "9000533.911790937\n", - "{'n': 148, 'm': 390, 'k_avg': 5.27027027027027, 'intersection_count': 127, 'streets_per_node_avg': 2.8175675675675675, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 112, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14189189189189189, 2: 0.0, 3: 0.7567567567567568, 4: 0.10135135135135136}, 'edge_length_total': 74806.62800000003, 'edge_length_avg': 191.81186666666673, 'street_length_total': 37403.31399999999, 'street_length_avg': 191.81186666666662, 'street_segments_count': 195, 'node_density_km': 16.443468959782052, 'intersection_density_km': 14.110274039812976, 'edge_density_km': 8311.3544966484, 'street_density_km': 4155.677248324198, 'circuity_avg': 1.0855095293287107, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0855095293287107\n", - "1360\n", - "9006341.347440386\n", - "{'n': 134, 'm': 302, 'k_avg': 4.507462686567164, 'intersection_count': 91, 'streets_per_node_avg': 2.4328358208955225, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 81, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3208955223880597, 2: 0.0, 3: 0.6044776119402985, 4: 0.07462686567164178}, 'edge_length_total': 69148.10600000012, 'edge_length_avg': 228.96723841059642, 'street_length_total': 34574.05299999999, 'street_length_avg': 228.96723841059597, 'street_segments_count': 151, 'node_density_km': 14.878405651156333, 'intersection_density_km': 10.103991897427063, 'edge_density_km': 7677.713216993723, 'street_density_km': 3838.8566084968543, 'circuity_avg': 1.0499214902160696, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0499214902160696\n", - "1361\n", - "14999554.192939352\n", - "{'n': 613, 'm': 1642, 'k_avg': 5.357259380097879, 'intersection_count': 524, 'streets_per_node_avg': 2.838499184339315, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 445, 4: 79}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14518760195758565, 2: 0.0, 3: 0.7259380097879282, 4: 0.12887438825448613}, 'edge_length_total': 195614.8160000003, 'edge_length_avg': 119.13204384896487, 'street_length_total': 98760.16600000013, 'street_length_avg': 118.55962304921984, 'street_segments_count': 833, 'node_density_km': 40.86788127933521, 'intersection_density_km': 34.93437159930122, 'edge_density_km': 13041.37532914684, 'street_density_km': 6584.206752390608, 'circuity_avg': 1.092155019723477, 'self_loop_proportion': 0.0048721071863581, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.092155019723477\n", - "1362\n", - "6005159.4626344275\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 115, 'm': 324, 'k_avg': 5.6347826086956525, 'intersection_count': 105, 'streets_per_node_avg': 2.9391304347826086, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 92, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08695652173913043, 2: 0.0, 3: 0.8, 4: 0.11304347826086956}, 'edge_length_total': 45763.52400000003, 'edge_length_avg': 141.24544444444453, 'street_length_total': 22881.762000000006, 'street_length_avg': 141.24544444444447, 'street_segments_count': 162, 'node_density_km': 19.150199210455302, 'intersection_density_km': 17.484964496502666, 'edge_density_km': 7620.7008797604585, 'street_density_km': 3810.3504398802284, 'circuity_avg': 1.09229053738416, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.09229053738416\n", - "1363\n", - "7000090.768936444\n", - "{'n': 143, 'm': 420, 'k_avg': 5.874125874125874, 'intersection_count': 137, 'streets_per_node_avg': 3.111888111888112, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 109, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04195804195804196, 2: 0.0, 3: 0.7622377622377622, 4: 0.1958041958041958}, 'edge_length_total': 76000.28799999994, 'edge_length_avg': 180.95306666666653, 'street_length_total': 38000.144000000015, 'street_length_avg': 180.95306666666673, 'street_segments_count': 210, 'node_density_km': 20.428306534906067, 'intersection_density_km': 19.571174792182735, 'edge_density_km': 10857.043216819175, 'street_density_km': 5428.521608409594, 'circuity_avg': 1.0446034098920536, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0446034098920536\n", - "1364\n", - "95992565.77656685\n", - "error with entry 1364\n", - "1365\n", - "9004765.202555666\n", - "{'n': 282, 'm': 776, 'k_avg': 5.50354609929078, 'intersection_count': 238, 'streets_per_node_avg': 2.8900709219858154, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 181, 4: 57}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15602836879432624, 2: 0.0, 3: 0.6418439716312057, 4: 0.20212765957446807}, 'edge_length_total': 121303.86600000007, 'edge_length_avg': 156.3194149484537, 'street_length_total': 60651.93299999997, 'street_length_avg': 156.31941494845353, 'street_segments_count': 388, 'node_density_km': 31.316752148069874, 'intersection_density_km': 26.43045039447032, 'edge_density_km': 13471.074844413768, 'street_density_km': 6735.537422206877, 'circuity_avg': 1.0457808898768395, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0457808898768395\n", - "1366\n", - "7999180.177618164\n", - "{'n': 322, 'm': 834, 'k_avg': 5.180124223602484, 'intersection_count': 264, 'streets_per_node_avg': 2.770186335403727, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 225, 4: 36, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18012422360248448, 2: 0.0, 3: 0.6987577639751553, 4: 0.11180124223602485, 5: 0.009316770186335404}, 'edge_length_total': 100912.70999999989, 'edge_length_avg': 120.99845323740993, 'street_length_total': 50717.63900000002, 'street_length_avg': 118.77667213114758, 'street_segments_count': 427, 'node_density_km': 40.25412515409532, 'intersection_density_km': 33.00338211391666, 'edge_density_km': 12615.38154651839, 'street_density_km': 6340.354620578343, 'circuity_avg': 1.0471559183230694, 'self_loop_proportion': 0.002398081534772182, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0471559183230694\n", - "1367\n", - "13999237.742523862\n", - "{'n': 577, 'm': 1482, 'k_avg': 5.136915077989602, 'intersection_count': 464, 'streets_per_node_avg': 2.6897746967071057, 'streets_per_node_counts': {0: 0, 1: 113, 2: 0, 3: 417, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19584055459272098, 2: 0.0, 3: 0.7227036395147314, 4: 0.08145580589254767}, 'edge_length_total': 163491.99999999994, 'edge_length_avg': 110.3184885290148, 'street_length_total': 81857.36600000007, 'street_length_avg': 109.58148058902285, 'street_segments_count': 747, 'node_density_km': 41.216529829143056, 'intersection_density_km': 33.14466176901625, 'edge_density_km': 11678.635866250006, 'street_density_km': 5847.273080544338, 'circuity_avg': 1.053107923022815, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053107923022815\n", - "1368\n", - "18000632.731642235\n", - "{'n': 656, 'm': 1798, 'k_avg': 5.4817073170731705, 'intersection_count': 555, 'streets_per_node_avg': 2.8338414634146343, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 462, 4: 93}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15396341463414634, 2: 0.0, 3: 0.7042682926829268, 4: 0.14176829268292682}, 'edge_length_total': 248610.21800000028, 'edge_length_avg': 138.27042157953298, 'street_length_total': 124305.10899999995, 'street_length_avg': 138.27042157953275, 'street_segments_count': 899, 'node_density_km': 36.44316340318731, 'intersection_density_km': 30.83224952556244, 'edge_density_km': 13811.193290054925, 'street_density_km': 6905.596645027452, 'circuity_avg': 1.0430748726905505, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0430748726905505\n", - "1369\n", - "18997710.35391468\n", - "{'n': 570, 'm': 1730, 'k_avg': 6.0701754385964914, 'intersection_count': 520, 'streets_per_node_avg': 3.126315789473684, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 350, 4: 168, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08771929824561403, 2: 0.0, 3: 0.6140350877192983, 4: 0.29473684210526313, 5: 0.0035087719298245615}, 'edge_length_total': 253123.95500000045, 'edge_length_avg': 146.31442485549158, 'street_length_total': 126807.798, 'street_length_avg': 146.26043598615917, 'street_segments_count': 867, 'node_density_km': 30.00361566637663, 'intersection_density_km': 27.37171955529096, 'edge_density_km': 13323.919055742503, 'street_density_km': 6674.899008230742, 'circuity_avg': 1.0338155093039527, 'self_loop_proportion': 0.0023121387283236996, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0338155093039527\n", - "1370\n", - "9000606.966086784\n", - "{'n': 276, 'm': 722, 'k_avg': 5.231884057971015, 'intersection_count': 227, 'streets_per_node_avg': 2.753623188405797, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 198, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17753623188405798, 2: 0.0, 3: 0.717391304347826, 4: 0.10144927536231885, 5: 0.0036231884057971015}, 'edge_length_total': 105219.34399999995, 'edge_length_avg': 145.733163434903, 'street_length_total': 52768.38599999999, 'street_length_avg': 144.9680934065934, 'street_segments_count': 364, 'node_density_km': 30.66459862539661, 'intersection_density_km': 25.220521333206634, 'edge_density_km': 11690.249823867869, 'street_density_km': 5862.758611594194, 'circuity_avg': 1.0591359678931118, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0591359678931118\n", - "1371\n", - "7999653.998530833\n", - "{'n': 244, 'm': 664, 'k_avg': 5.442622950819672, 'intersection_count': 199, 'streets_per_node_avg': 2.8442622950819674, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 147, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18442622950819673, 2: 0.0, 3: 0.6024590163934426, 4: 0.21311475409836064}, 'edge_length_total': 103733.15400000004, 'edge_length_avg': 156.22462951807233, 'street_length_total': 51866.57700000002, 'street_length_avg': 156.22462951807233, 'street_segments_count': 332, 'node_density_km': 30.501319187656307, 'intersection_density_km': 24.87607589485084, 'edge_density_km': 12967.205084001262, 'street_density_km': 6483.602542000631, 'circuity_avg': 1.0624454277719961, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0624454277719961\n", - "1372\n", - "38997355.737278976\n", - "{'n': 2075, 'm': 5603, 'k_avg': 5.400481927710843, 'intersection_count': 1685, 'streets_per_node_avg': 2.8110843373493974, 'streets_per_node_counts': {0: 0, 1: 390, 2: 1, 3: 1303, 4: 374, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18795180722891566, 2: 0.00048192771084337347, 3: 0.6279518072289156, 4: 0.18024096385542168, 5: 0.002891566265060241, 6: 0.00048192771084337347}, 'edge_length_total': 757612.2329999959, 'edge_length_avg': 135.21546189541243, 'street_length_total': 384845.4930000005, 'street_length_avg': 134.60842707240312, 'street_segments_count': 2859, 'node_density_km': 53.20873584299032, 'intersection_density_km': 43.20805778093431, 'edge_density_km': 19427.271892585457, 'street_density_km': 9868.502254169834, 'circuity_avg': 1.0485049196822194, 'self_loop_proportion': 0.001784758165268606, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0485049196822194\n", - "1373\n", - "6002887.625259545\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 405, 'm': 1021, 'k_avg': 5.041975308641975, 'intersection_count': 303, 'streets_per_node_avg': 2.602469135802469, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 260, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2518518518518518, 2: 0.0, 3: 0.6419753086419753, 4: 0.10617283950617284}, 'edge_length_total': 79788.02400000002, 'edge_length_avg': 78.14693829578846, 'street_length_total': 40163.170000000035, 'street_length_avg': 77.68504835589948, 'street_segments_count': 517, 'node_density_km': 67.46752984277116, 'intersection_density_km': 50.47570751199916, 'edge_density_km': 13291.607136582079, 'street_density_km': 6690.641655692082, 'circuity_avg': 1.0831289667917832, 'self_loop_proportion': 0.005876591576885406, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0831289667917832\n", - "1374\n", - "6001174.679494859\n", - "{'n': 317, 'm': 844, 'k_avg': 5.3249211356466875, 'intersection_count': 273, 'streets_per_node_avg': 2.7981072555205047, 'streets_per_node_counts': {0: 0, 1: 44, 2: 3, 3: 243, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.138801261829653, 2: 0.00946372239747634, 3: 0.7665615141955836, 4: 0.08517350157728706}, 'edge_length_total': 76845.88700000006, 'edge_length_avg': 91.0496291469195, 'street_length_total': 39016.65000000002, 'street_length_avg': 89.69344827586212, 'street_segments_count': 435, 'node_density_km': 52.82299165247479, 'intersection_density_km': 45.49109375749406, 'edge_density_km': 12805.140843936986, 'street_density_km': 6501.502136459091, 'circuity_avg': 1.0541442333949909, 'self_loop_proportion': 0.004739336492890996, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0541442333949909\n", - "1375\n", - "26002779.76962104\n", - "{'n': 1893, 'm': 4672, 'k_avg': 4.93608029582673, 'intersection_count': 1484, 'streets_per_node_avg': 2.6872688853671423, 'streets_per_node_counts': {0: 0, 1: 409, 2: 6, 3: 1257, 4: 212, 5: 7, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21605916534601163, 2: 0.003169572107765452, 3: 0.6640253565768621, 4: 0.11199154780771263, 5: 0.0036978341257263604, 6: 0.0010565240359218173}, 'edge_length_total': 401059.29099999886, 'edge_length_avg': 85.84317016267099, 'street_length_total': 210031.0420000001, 'street_length_avg': 83.71105699481869, 'street_segments_count': 2509, 'node_density_km': 72.7999089624866, 'intersection_density_km': 57.070821394786115, 'edge_density_km': 15423.708332466635, 'street_density_km': 8077.253426780881, 'circuity_avg': 1.1035399496483569, 'self_loop_proportion': 0.0059931506849315065, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1035399496483569\n", - "1376\n", - "6999319.915584386\n", - "{'n': 161, 'm': 420, 'k_avg': 5.217391304347826, 'intersection_count': 130, 'streets_per_node_avg': 2.732919254658385, 'streets_per_node_counts': {0: 0, 1: 31, 2: 1, 3: 109, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19254658385093168, 2: 0.006211180124223602, 3: 0.6770186335403726, 4: 0.12422360248447205}, 'edge_length_total': 54179.12600000005, 'edge_length_avg': 128.99791904761915, 'street_length_total': 27569.861, 'street_length_avg': 129.43596713615023, 'street_segments_count': 213, 'node_density_km': 23.002234780199757, 'intersection_density_km': 18.57323305233521, 'edge_density_km': 7740.627182844883, 'street_density_km': 3938.934258257596, 'circuity_avg': 1.0368605152341852, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0368605152341852\n", - "1377\n", - "42040209.5865162\n", - "{'n': 388, 'm': 858, 'k_avg': 4.422680412371134, 'intersection_count': 247, 'streets_per_node_avg': 2.306701030927835, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 237, 4: 8, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3634020618556701, 2: 0.0, 3: 0.6108247422680413, 4: 0.020618556701030927, 5: 0.002577319587628866, 6: 0.002577319587628866}, 'edge_length_total': 148721.6119999998, 'edge_length_avg': 173.33521212121187, 'street_length_total': 74360.80600000004, 'street_length_avg': 173.3352121212122, 'street_segments_count': 429, 'node_density_km': 9.229259411790505, 'intersection_density_km': 5.8753275121449855, 'edge_density_km': 3537.6039620815814, 'street_density_km': 1768.8019810407943, 'circuity_avg': 1.0692992502424943, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0692992502424943\n", - "1378\n", - "40996334.87903579\n", - "{'n': 1304, 'm': 3315, 'k_avg': 5.0843558282208585, 'intersection_count': 985, 'streets_per_node_avg': 2.6134969325153374, 'streets_per_node_counts': {0: 0, 1: 319, 2: 0, 3: 852, 4: 132, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2446319018404908, 2: 0.0, 3: 0.6533742331288344, 4: 0.10122699386503067, 5: 0.0007668711656441718}, 'edge_length_total': 464298.87599999976, 'edge_length_avg': 140.05999276018093, 'street_length_total': 233558.16999999972, 'street_length_avg': 139.35451670644375, 'street_segments_count': 1676, 'node_density_km': 31.807721442602023, 'intersection_density_km': 24.02653805288573, 'edge_density_km': 11325.375240737125, 'street_density_km': 5697.050009205429, 'circuity_avg': 1.076055686253892, 'self_loop_proportion': 0.0024132730015082957, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.076055686253892\n", - "1379\n", - "10000098.170368567\n", - "{'n': 240, 'm': 664, 'k_avg': 5.533333333333333, 'intersection_count': 208, 'streets_per_node_avg': 3.0083333333333333, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 144, 4: 62, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13333333333333333, 2: 0.0, 3: 0.6, 4: 0.25833333333333336, 5: 0.008333333333333333}, 'edge_length_total': 114783.61099999998, 'edge_length_avg': 172.86688403614454, 'street_length_total': 59348.61799999997, 'street_length_avg': 171.52779768786118, 'street_segments_count': 346, 'node_density_km': 23.9997643934284, 'intersection_density_km': 20.799795807637945, 'edge_density_km': 11478.248417612233, 'street_density_km': 5934.80353781493, 'circuity_avg': 1.0295100659217153, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0295100659217153\n", - "1380\n", - "29997580.582598425\n", - "{'n': 624, 'm': 1667, 'k_avg': 5.342948717948718, 'intersection_count': 507, 'streets_per_node_avg': 2.8028846153846154, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 397, 4: 109, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.6362179487179487, 4: 0.17467948717948717, 5: 0.0016025641025641025}, 'edge_length_total': 312864.0789999996, 'edge_length_avg': 187.68091121775623, 'street_length_total': 158777.37800000017, 'street_length_avg': 186.79691529411784, 'street_segments_count': 850, 'node_density_km': 20.80167759802542, 'intersection_density_km': 16.901363048395655, 'edge_density_km': 10429.643755386454, 'street_density_km': 5293.0061330381695, 'circuity_avg': 1.0435708068042135, 'self_loop_proportion': 0.0011997600479904018, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0435708068042135\n", - "1381\n", - "46999372.06058043\n", - "{'n': 1114, 'm': 3000, 'k_avg': 5.3859964093357275, 'intersection_count': 925, 'streets_per_node_avg': 2.7980251346499103, 'streets_per_node_counts': {0: 0, 1: 189, 2: 0, 3: 774, 4: 149, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1696588868940754, 2: 0.0, 3: 0.6947935368043088, 4: 0.13375224416517056, 5: 0.0017953321364452424}, 'edge_length_total': 562353.6499999993, 'edge_length_avg': 187.45121666666645, 'street_length_total': 282801.2210000002, 'street_length_avg': 186.4213717864207, 'street_segments_count': 1517, 'node_density_km': 23.7024443340242, 'intersection_density_km': 19.68111401164487, 'edge_density_km': 11965.131135691483, 'street_density_km': 6017.127646630683, 'circuity_avg': 1.0422487770781677, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0422487770781677\n", - "1382\n", - "13003826.579737626\n", - "{'n': 1283, 'm': 3459, 'k_avg': 5.392049883086516, 'intersection_count': 1099, 'streets_per_node_avg': 2.8947778643803583, 'streets_per_node_counts': {0: 0, 1: 184, 2: 3, 3: 864, 4: 229, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14341387373343725, 2: 0.002338269680436477, 3: 0.6734216679657054, 4: 0.17848791893998442, 5: 0.001558846453624318, 6: 0.000779423226812159}, 'edge_length_total': 253236.83899999902, 'edge_length_avg': 73.21099710899075, 'street_length_total': 132403.39599999983, 'street_length_avg': 72.11513943355111, 'street_segments_count': 1836, 'node_density_km': 98.66326593428676, 'intersection_density_km': 84.51358477145841, 'edge_density_km': 19474.02462245913, 'street_density_km': 10181.87955584619, 'circuity_avg': 1.0529670512355094, 'self_loop_proportion': 0.004625614339404453, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0529670512355094\n", - "1383\n", - "9004321.348015683\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 172, 'm': 424, 'k_avg': 4.930232558139535, 'intersection_count': 143, 'streets_per_node_avg': 2.686046511627907, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 139, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1686046511627907, 2: 0.0, 3: 0.8081395348837209, 4: 0.023255813953488372}, 'edge_length_total': 69108.76999999989, 'edge_length_avg': 162.99238207547143, 'street_length_total': 34554.385, 'street_length_avg': 162.9923820754717, 'street_segments_count': 212, 'node_density_km': 19.101939319158607, 'intersection_density_km': 15.881263503719074, 'edge_density_km': 7675.067040474922, 'street_density_km': 3837.5335202374677, 'circuity_avg': 1.0488120363139057, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0488120363139057\n", - "1384\n", - "15011561.053804567\n", - "{'n': 214, 'm': 548, 'k_avg': 5.121495327102804, 'intersection_count': 179, 'streets_per_node_avg': 2.7616822429906542, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 160, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16355140186915887, 2: 0.0, 3: 0.7476635514018691, 4: 0.08878504672897196}, 'edge_length_total': 106272.64600000001, 'edge_length_avg': 193.92818613138687, 'street_length_total': 53136.32299999999, 'street_length_avg': 193.9281861313868, 'street_segments_count': 274, 'node_density_km': 14.255679288315143, 'intersection_density_km': 11.924142956114068, 'edge_density_km': 7079.386721946949, 'street_density_km': 3539.693360973474, 'circuity_avg': 1.0286237531641595, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0286237531641595\n", - "1385\n", - "15000076.896273442\n", - "{'n': 470, 'm': 1360, 'k_avg': 5.787234042553192, 'intersection_count': 404, 'streets_per_node_avg': 2.9829787234042553, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 284, 4: 116, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14042553191489363, 2: 0.0, 3: 0.6042553191489362, 4: 0.24680851063829787, 5: 0.00851063829787234}, 'edge_length_total': 203999.58399999977, 'edge_length_avg': 149.9996941176469, 'street_length_total': 101999.79199999991, 'street_length_avg': 149.99969411764692, 'street_segments_count': 680, 'node_density_km': 31.333172706385586, 'intersection_density_km': 26.933195262510164, 'edge_density_km': 13599.902547878311, 'street_density_km': 6799.9512739391575, 'circuity_avg': 1.0444205293134878, 'self_loop_proportion': 0.0014705882352941176, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0444205293134878\n", - "1386\n", - "5003565.03220295\n", - "{'n': 116, 'm': 308, 'k_avg': 5.310344827586207, 'intersection_count': 98, 'streets_per_node_avg': 2.810344827586207, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 84, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15517241379310345, 2: 0.0, 3: 0.7241379310344828, 4: 0.1206896551724138}, 'edge_length_total': 58569.672000000006, 'edge_length_avg': 190.16127272727275, 'street_length_total': 29571.045000000002, 'street_length_avg': 189.5579807692308, 'street_segments_count': 156, 'node_density_km': 23.183470036548716, 'intersection_density_km': 19.586035030877365, 'edge_density_km': 11705.588240193849, 'street_density_km': 5909.995135404602, 'circuity_avg': 1.0614073581449637, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0614073581449637\n", - "1387\n", - "7999420.26602389\n", - "{'n': 193, 'm': 504, 'k_avg': 5.22279792746114, 'intersection_count': 156, 'streets_per_node_avg': 2.7202072538860103, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 136, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19170984455958548, 2: 0.0, 3: 0.7046632124352331, 4: 0.10362694300518134}, 'edge_length_total': 83218.36199999994, 'edge_length_avg': 165.1157976190475, 'street_length_total': 41609.181000000004, 'street_length_avg': 165.11579761904764, 'street_segments_count': 252, 'node_density_km': 24.126748386971624, 'intersection_density_km': 19.501413203977062, 'edge_density_km': 10403.049125129115, 'street_density_km': 5201.524562564562, 'circuity_avg': 1.0361337121935796, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0361337121935796\n", - "1388\n", - "8007852.751586357\n", - "{'n': 311, 'm': 765, 'k_avg': 4.919614147909968, 'intersection_count': 236, 'streets_per_node_avg': 2.620578778135048, 'streets_per_node_counts': {0: 0, 1: 75, 2: 1, 3: 203, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24115755627009647, 2: 0.003215434083601286, 3: 0.6527331189710611, 4: 0.09967845659163987, 5: 0.003215434083601286}, 'edge_length_total': 97344.93400000004, 'edge_length_avg': 127.24827973856215, 'street_length_total': 49690.67999999998, 'street_length_avg': 126.76193877551015, 'street_segments_count': 392, 'node_density_km': 38.8368779556281, 'intersection_density_km': 29.471071374688844, 'edge_density_km': 12156.184313043967, 'street_density_km': 6205.243970071283, 'circuity_avg': 1.0886971347616325, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0886971347616325\n", - "1389\n", - "33018290.476403546\n", - "{'n': 2210, 'm': 6188, 'k_avg': 5.6, 'intersection_count': 1863, 'streets_per_node_avg': 2.8819004524886878, 'streets_per_node_counts': {0: 0, 1: 347, 2: 0, 3: 1436, 4: 421, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15701357466063348, 2: 0.0, 3: 0.6497737556561086, 4: 0.19049773755656108, 5: 0.0027149321266968325}, 'edge_length_total': 698431.439, 'edge_length_avg': 112.86868762120233, 'street_length_total': 351691.7959999994, 'street_length_avg': 111.93246212603418, 'street_segments_count': 3142, 'node_density_km': 66.93259911743075, 'intersection_density_km': 56.42327246867579, 'edge_density_km': 21152.864940089272, 'street_density_km': 10651.423526948958, 'circuity_avg': 1.0395150813563607, 'self_loop_proportion': 0.0006464124111182935, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0395150813563607\n", - "1390\n", - "21005391.062883753\n", - "{'n': 410, 'm': 1171, 'k_avg': 5.712195121951219, 'intersection_count': 348, 'streets_per_node_avg': 2.897560975609756, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 268, 4: 78, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15121951219512195, 2: 0.0, 3: 0.6536585365853659, 4: 0.1902439024390244, 5: 0.004878048780487805}, 'edge_length_total': 194546.37900000007, 'edge_length_avg': 166.13695900939373, 'street_length_total': 97356.16100000005, 'street_length_avg': 166.13679351535845, 'street_segments_count': 586, 'node_density_km': 19.518798710892106, 'intersection_density_km': 16.567175491196227, 'edge_density_km': 9261.735638131533, 'street_density_km': 4634.817828839526, 'circuity_avg': 1.042358125517967, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042358125517967\n", - "1391\n", - "20000244.743467648\n", - "{'n': 849, 'm': 2251, 'k_avg': 5.302709069493522, 'intersection_count': 698, 'streets_per_node_avg': 2.8044758539458186, 'streets_per_node_counts': {0: 0, 1: 151, 2: 0, 3: 564, 4: 132, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17785630153121318, 2: 0.0, 3: 0.6643109540636042, 4: 0.15547703180212014, 5: 0.002355712603062426}, 'edge_length_total': 273104.23699999996, 'edge_length_avg': 121.3257383385162, 'street_length_total': 141449.42299999995, 'street_length_avg': 120.8969427350427, 'street_segments_count': 1170, 'node_density_km': 42.44948053834666, 'intersection_density_km': 34.89957292787511, 'edge_density_km': 13655.044750849838, 'street_density_km': 7072.384604003371, 'circuity_avg': 1.0302404500625146, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0302404500625146\n", - "1392\n", - "13001007.478332568\n", - "{'n': 336, 'm': 824, 'k_avg': 4.904761904761905, 'intersection_count': 281, 'streets_per_node_avg': 2.8095238095238093, 'streets_per_node_counts': {0: 0, 1: 55, 2: 2, 3: 235, 4: 40, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1636904761904762, 2: 0.005952380952380952, 3: 0.6994047619047619, 4: 0.11904761904761904, 5: 0.011904761904761904}, 'edge_length_total': 95594.58900000008, 'edge_length_avg': 116.01285072815544, 'street_length_total': 51925.418, 'street_length_avg': 113.62235886214441, 'street_segments_count': 457, 'node_density_km': 25.844150967528968, 'intersection_density_km': 21.613709588915597, 'edge_density_km': 7352.8600886752565, 'street_density_km': 3993.9533983453753, 'circuity_avg': 1.0483185825491064, 'self_loop_proportion': 0.0048543689320388345, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0483185825491064\n", - "1393\n", - "7006055.3182117855\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 325, 'm': 790, 'k_avg': 4.861538461538461, 'intersection_count': 249, 'streets_per_node_avg': 2.5907692307692307, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 231, 4: 17, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23384615384615384, 2: 0.0, 3: 0.7107692307692308, 4: 0.052307692307692305, 5: 0.003076923076923077}, 'edge_length_total': 105236.12800000008, 'edge_length_avg': 133.21028860759503, 'street_length_total': 53482.02699999998, 'street_length_avg': 128.87235421686742, 'street_segments_count': 415, 'node_density_km': 46.388443316338595, 'intersection_density_km': 35.54068426390249, 'edge_density_km': 15020.738949412176, 'street_density_km': 7633.686085945814, 'circuity_avg': 1.0627170819105463, 'self_loop_proportion': 0.002531645569620253, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0627170819105463\n", - "1394\n", - "7002683.82664153\n", - "{'n': 103, 'm': 228, 'k_avg': 4.427184466019417, 'intersection_count': 75, 'streets_per_node_avg': 2.466019417475728, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 74, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27184466019417475, 2: 0.0, 3: 0.7184466019417476, 4: 0.009708737864077669}, 'edge_length_total': 53071.19000000007, 'edge_length_avg': 232.76837719298274, 'street_length_total': 26535.595000000005, 'street_length_avg': 232.76837719298248, 'street_segments_count': 114, 'node_density_km': 14.70864636328991, 'intersection_density_km': 10.710179390745079, 'edge_density_km': 7578.692871737561, 'street_density_km': 3789.3464358687766, 'circuity_avg': 1.079979588378842, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.079979588378842\n", - "1395\n", - "10003319.993411627\n", - "{'n': 392, 'm': 892, 'k_avg': 4.551020408163265, 'intersection_count': 273, 'streets_per_node_avg': 2.4260204081632653, 'streets_per_node_counts': {0: 0, 1: 119, 2: 0, 3: 261, 4: 11, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30357142857142855, 2: 0.0, 3: 0.6658163265306123, 4: 0.02806122448979592, 5: 0.002551020408163265}, 'edge_length_total': 126045.31200000012, 'edge_length_avg': 141.3064035874441, 'street_length_total': 63022.656, 'street_length_avg': 141.30640358744395, 'street_segments_count': 446, 'node_density_km': 39.186989945156064, 'intersection_density_km': 27.29093942609083, 'edge_density_km': 12600.347892801183, 'street_density_km': 6300.173946400585, 'circuity_avg': 1.0784622724480628, 'self_loop_proportion': 0.004484304932735426, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0784622724480628\n", - "1396\n", - "11002224.035745535\n", - "{'n': 282, 'm': 763, 'k_avg': 5.411347517730497, 'intersection_count': 247, 'streets_per_node_avg': 2.978723404255319, 'streets_per_node_counts': {0: 0, 1: 35, 2: 1, 3: 181, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12411347517730496, 2: 0.0035460992907801418, 3: 0.6418439716312057, 4: 0.23049645390070922}, 'edge_length_total': 128886.8250000001, 'edge_length_avg': 168.92113368283106, 'street_length_total': 65828.79400000004, 'street_length_avg': 166.2343282828284, 'street_segments_count': 396, 'node_density_km': 25.63118139421627, 'intersection_density_km': 22.45000639848021, 'edge_density_km': 11714.615570565997, 'street_density_km': 5983.226099207435, 'circuity_avg': 1.0602834263491103, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0602834263491103\n", - "1397\n", - "26000163.2589695\n", - "{'n': 1441, 'm': 3980, 'k_avg': 5.523941707147814, 'intersection_count': 1242, 'streets_per_node_avg': 2.914642609299098, 'streets_per_node_counts': {0: 0, 1: 199, 2: 2, 3: 976, 4: 251, 5: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13809854267869534, 2: 0.0013879250520471894, 3: 0.6773074253990284, 4: 0.17418459403192227, 5: 0.009021512838306732}, 'edge_length_total': 464580.6819999998, 'edge_length_avg': 116.72881457286427, 'street_length_total': 235810.04000000033, 'street_length_avg': 115.59315686274526, 'street_segments_count': 2040, 'node_density_km': 55.422728913168875, 'intersection_density_km': 47.76893081898386, 'edge_density_km': 17868.37557028529, 'street_density_km': 9069.559973576355, 'circuity_avg': 1.04404139425884, 'self_loop_proportion': 0.004522613065326633, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04404139425884\n", - "1398\n", - "8002888.308744622\n", - "{'n': 223, 'm': 611, 'k_avg': 5.479820627802691, 'intersection_count': 200, 'streets_per_node_avg': 2.9461883408071747, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 167, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1031390134529148, 2: 0.0, 3: 0.7488789237668162, 4: 0.14349775784753363, 5: 0.004484304932735426}, 'edge_length_total': 91724.53400000007, 'edge_length_avg': 150.12198690671042, 'street_length_total': 47850.83500000002, 'street_length_avg': 148.6050776397516, 'street_segments_count': 322, 'node_density_km': 27.864939681381234, 'intersection_density_km': 24.990977292718593, 'edge_density_km': 11461.428731895983, 'street_density_km': 5979.195654613123, 'circuity_avg': 1.0779155911352942, 'self_loop_proportion': 0.0032733224222585926, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0779155911352942\n", - "1399\n", - "28023219.096031744\n", - "{'n': 623, 'm': 1536, 'k_avg': 4.930979133226324, 'intersection_count': 469, 'streets_per_node_avg': 2.565008025682183, 'streets_per_node_counts': {0: 0, 1: 154, 2: 0, 3: 434, 4: 34, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24719101123595505, 2: 0.0, 3: 0.6966292134831461, 4: 0.05457463884430177, 5: 0.0, 6: 0.0016051364365971107}, 'edge_length_total': 302363.41399999964, 'edge_length_avg': 196.8511809895831, 'street_length_total': 151181.7070000001, 'street_length_avg': 196.85118098958347, 'street_segments_count': 768, 'node_density_km': 22.231564398974438, 'intersection_density_km': 16.73612151383469, 'edge_density_km': 10789.745923330274, 'street_density_km': 5394.872961665148, 'circuity_avg': 1.0842197355845675, 'self_loop_proportion': 0.0013020833333333333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0842197355845675\n", - "1400\n", - "10009751.906877104\n", - "{'n': 216, 'm': 498, 'k_avg': 4.611111111111111, 'intersection_count': 152, 'streets_per_node_avg': 2.4212962962962963, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 149, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2962962962962963, 2: 0.0, 3: 0.6898148148148148, 4: 0.013888888888888888}, 'edge_length_total': 91458.69400000006, 'edge_length_avg': 183.65199598393588, 'street_length_total': 45729.347000000016, 'street_length_avg': 183.65199598393582, 'street_segments_count': 249, 'node_density_km': 21.57895640266561, 'intersection_density_km': 15.185191542616542, 'edge_density_km': 9136.959122549704, 'street_density_km': 4568.479561274851, 'circuity_avg': 1.0697780815142635, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0697780815142635\n", - "1401\n", - "13002364.15365714\n", - "error with entry 1401\n", - "1402\n", - "8001623.754396006\n", - "{'n': 370, 'm': 893, 'k_avg': 4.827027027027027, 'intersection_count': 302, 'streets_per_node_avg': 2.7162162162162162, 'streets_per_node_counts': {0: 0, 1: 68, 2: 2, 3: 268, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1837837837837838, 2: 0.005405405405405406, 3: 0.7243243243243244, 4: 0.08378378378378379, 5: 0.002702702702702703}, 'edge_length_total': 104817.17700000003, 'edge_length_avg': 117.37645800671895, 'street_length_total': 53474.13300000004, 'street_length_avg': 110.02908024691367, 'street_segments_count': 486, 'node_density_km': 46.24061457485126, 'intersection_density_km': 37.742339463797514, 'edge_density_km': 13099.488331029637, 'street_density_km': 6682.910199398207, 'circuity_avg': 1.0489647290851507, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0489647290851507\n", - "1403\n", - "14002150.152064092\n", - "{'n': 351, 'm': 1018, 'k_avg': 5.800569800569801, 'intersection_count': 321, 'streets_per_node_avg': 3.1025641025641026, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 225, 4: 96}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08547008547008547, 2: 0.0, 3: 0.6410256410256411, 4: 0.27350427350427353}, 'edge_length_total': 179218.52199999985, 'edge_length_avg': 176.04962868369338, 'street_length_total': 91113.17500000002, 'street_length_avg': 176.23438104448746, 'street_segments_count': 517, 'node_density_km': 25.067578635289678, 'intersection_density_km': 22.925050546803384, 'edge_density_km': 12799.357245399971, 'street_density_km': 6507.084555622251, 'circuity_avg': 1.0455999945970826, 'self_loop_proportion': 0.0019646365422396855, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0455999945970826\n", - "1404\n", - "13005527.460395986\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 491, 'm': 1360, 'k_avg': 5.539714867617108, 'intersection_count': 423, 'streets_per_node_avg': 2.841140529531568, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 367, 4: 54, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1384928716904277, 2: 0.0, 3: 0.7474541751527495, 4: 0.109979633401222, 5: 0.004073319755600814}, 'edge_length_total': 161886.8820000003, 'edge_length_avg': 119.03447205882375, 'street_length_total': 81219.88299999994, 'street_length_avg': 118.74251900584787, 'street_segments_count': 684, 'node_density_km': 37.753178523145436, 'intersection_density_km': 32.52463241403365, 'edge_density_km': 12447.544514666784, 'street_density_km': 6245.027988855362, 'circuity_avg': 1.0662067274818592, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0662067274818592\n", - "1405\n", - "154985905.4972427\n", - "{'n': 4478, 'm': 12896, 'k_avg': 5.759714158106298, 'intersection_count': 3910, 'streets_per_node_avg': 2.96985261277356, 'streets_per_node_counts': {0: 0, 1: 568, 2: 1, 3: 2934, 4: 949, 5: 25, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12684234033050468, 2: 0.00022331397945511388, 3: 0.6552032157213041, 4: 0.21192496650290307, 5: 0.005582849486377847, 6: 0.00022331397945511388}, 'edge_length_total': 1996202.361999996, 'edge_length_avg': 154.79236678039672, 'street_length_total': 1008434.5519999992, 'street_length_avg': 154.28925214198276, 'street_segments_count': 6536, 'node_density_km': 28.892949882334086, 'intersection_density_km': 25.22810050020685, 'edge_density_km': 12879.896114395446, 'street_density_km': 6506.621029600268, 'circuity_avg': 1.0407909665742547, 'self_loop_proportion': 0.0007754342431761787, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407909665742547\n", - "1406\n", - "5005153.965202288\n", - "{'n': 159, 'm': 346, 'k_avg': 4.352201257861635, 'intersection_count': 99, 'streets_per_node_avg': 2.2830188679245285, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 93, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37735849056603776, 2: 0.0, 3: 0.5849056603773585, 4: 0.03773584905660377}, 'edge_length_total': 50364.274000000005, 'edge_length_avg': 145.56148554913295, 'street_length_total': 25182.136999999995, 'street_length_avg': 145.56148554913293, 'street_segments_count': 173, 'node_density_km': 31.767254535110762, 'intersection_density_km': 19.77961131431425, 'edge_density_km': 10062.482463107304, 'street_density_km': 5031.24123155365, 'circuity_avg': 1.058344422755553, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058344422755553\n", - "1407\n", - "7007558.122094512\n", - "{'n': 105, 'm': 292, 'k_avg': 5.561904761904762, 'intersection_count': 89, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 57, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1523809523809524, 2: 0.0, 3: 0.5428571428571428, 4: 0.3047619047619048}, 'edge_length_total': 58173.73100000001, 'edge_length_avg': 199.2251061643836, 'street_length_total': 29244.585000000017, 'street_length_avg': 196.2723825503357, 'street_segments_count': 149, 'node_density_km': 14.983821492531012, 'intersection_density_km': 12.700572503192953, 'edge_density_km': 8301.569531985882, 'street_density_km': 4173.291821553812, 'circuity_avg': 1.0140399821828752, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0140399821828752\n", - "1408\n", - "13012451.463477839\n", - "{'n': 400, 'm': 1069, 'k_avg': 5.345, 'intersection_count': 336, 'streets_per_node_avg': 2.8625, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 264, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16, 2: 0.0, 3: 0.66, 4: 0.1775, 5: 0.0025}, 'edge_length_total': 171583.60600000006, 'edge_length_avg': 160.5085182413471, 'street_length_total': 88806.58899999996, 'street_length_avg': 160.30070216606492, 'street_segments_count': 554, 'node_density_km': 30.739788050136706, 'intersection_density_km': 25.821421962114833, 'edge_density_km': 13186.109203295417, 'street_density_km': 6824.739308289002, 'circuity_avg': 1.0370418220114368, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0370418220114368\n", - "1409\n", - "13014357.971618608\n", - "{'n': 215, 'm': 535, 'k_avg': 4.976744186046512, 'intersection_count': 170, 'streets_per_node_avg': 2.6372093023255814, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 158, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20930232558139536, 2: 0.0, 3: 0.7348837209302326, 4: 0.05581395348837209}, 'edge_length_total': 103671.682, 'edge_length_avg': 193.7788448598131, 'street_length_total': 51862.79000000001, 'street_length_avg': 192.79847583643127, 'street_segments_count': 269, 'node_density_km': 16.520215631755843, 'intersection_density_km': 13.062496080923225, 'edge_density_km': 7965.946704868935, 'street_density_km': 3985.044065416143, 'circuity_avg': 1.0800469136685793, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0800469136685793\n", - "1410\n", - "18998856.5048792\n", - "{'n': 510, 'm': 1473, 'k_avg': 5.776470588235294, 'intersection_count': 431, 'streets_per_node_avg': 2.954901960784314, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 296, 4: 135}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15490196078431373, 2: 0.0, 3: 0.5803921568627451, 4: 0.2647058823529412}, 'edge_length_total': 239099.07899999994, 'edge_length_avg': 162.32116700610993, 'street_length_total': 120811.84, 'street_length_avg': 162.16354362416106, 'street_segments_count': 745, 'node_density_km': 26.843720824409832, 'intersection_density_km': 22.685575833962037, 'edge_density_km': 12584.919462842177, 'street_density_km': 6358.900598516213, 'circuity_avg': 1.0490702623056467, 'self_loop_proportion': 0.0013577732518669382, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0490702623056467\n", - "1411\n", - "10998888.339129863\n", - "{'n': 559, 'm': 1493, 'k_avg': 5.341681574239714, 'intersection_count': 470, 'streets_per_node_avg': 2.7996422182468694, 'streets_per_node_counts': {0: 0, 1: 89, 2: 1, 3: 404, 4: 63, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1592128801431127, 2: 0.0017889087656529517, 3: 0.7227191413237924, 4: 0.11270125223613596, 5: 0.0035778175313059034}, 'edge_length_total': 176154.15399999978, 'edge_length_avg': 117.98670730073663, 'street_length_total': 88886.16399999998, 'street_length_avg': 116.64850918635167, 'street_segments_count': 762, 'node_density_km': 50.82331802672189, 'intersection_density_km': 42.731591185258125, 'edge_density_km': 16015.632541091472, 'street_density_km': 8081.377068242142, 'circuity_avg': 1.0430450712516746, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0430450712516746\n", - "1412\n", - "13001371.21897745\n", - "{'n': 884, 'm': 2457, 'k_avg': 5.5588235294117645, 'intersection_count': 765, 'streets_per_node_avg': 2.927601809954751, 'streets_per_node_counts': {0: 0, 1: 119, 2: 2, 3: 588, 4: 174, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1346153846153846, 2: 0.0022624434389140274, 3: 0.665158371040724, 4: 0.19683257918552036, 5: 0.0011312217194570137}, 'edge_length_total': 219785.9280000002, 'edge_length_avg': 89.45296214896223, 'street_length_total': 113964.42199999995, 'street_length_avg': 89.5242906520031, 'street_segments_count': 1273, 'node_density_km': 67.99282822643119, 'intersection_density_km': 58.83994750364237, 'edge_density_km': 16904.82675236514, 'street_density_km': 8765.569421912343, 'circuity_avg': 1.0708337948904345, 'self_loop_proportion': 0.004884004884004884, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0708337948904345\n", - "1413\n", - "13999292.598622916\n", - "{'n': 673, 'm': 1701, 'k_avg': 5.054977711738484, 'intersection_count': 553, 'streets_per_node_avg': 2.735512630014859, 'streets_per_node_counts': {0: 0, 1: 120, 2: 2, 3: 490, 4: 58, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17830609212481427, 2: 0.0029717682020802376, 3: 0.7280832095096582, 4: 0.0861812778603269, 5: 0.004457652303120356}, 'edge_length_total': 187187.3349999995, 'edge_length_avg': 110.04546443268636, 'street_length_total': 96379.21200000006, 'street_length_avg': 106.49636685082879, 'street_segments_count': 905, 'node_density_km': 48.07385767950887, 'intersection_density_km': 39.501995983311154, 'edge_density_km': 13371.199557498552, 'street_density_km': 6884.577297104333, 'circuity_avg': 1.0645428189420922, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0645428189420922\n", - "1414\n", - "4999521.773463632\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 257, 'm': 719, 'k_avg': 5.595330739299611, 'intersection_count': 220, 'streets_per_node_avg': 2.8910505836575875, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 174, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14396887159533073, 2: 0.0, 3: 0.6770428015564203, 4: 0.17898832684824903}, 'edge_length_total': 65450.66299999996, 'edge_length_avg': 91.03012934631427, 'street_length_total': 32749.91799999997, 'street_length_avg': 90.97199444444436, 'street_segments_count': 360, 'node_density_km': 51.404916639047315, 'intersection_density_km': 44.00420879607163, 'edge_density_km': 13091.384729515083, 'street_density_km': 6550.6101351191965, 'circuity_avg': 1.044194293606372, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044194293606372\n", - "1415\n", - "10999313.289248265\n", - "{'n': 622, 'm': 1714, 'k_avg': 5.511254019292605, 'intersection_count': 533, 'streets_per_node_avg': 2.8842443729903535, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 427, 4: 106}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14308681672025725, 2: 0.0, 3: 0.6864951768488746, 4: 0.17041800643086816}, 'edge_length_total': 197186.78399999955, 'edge_length_avg': 115.04479813302191, 'street_length_total': 98852.51599999997, 'street_length_avg': 113.75433371691597, 'street_segments_count': 869, 'node_density_km': 56.54898479962378, 'intersection_density_km': 48.4575705758834, 'edge_density_km': 17927.190435856388, 'street_density_km': 8987.153415898014, 'circuity_avg': 1.0247753741513366, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0247753741513366\n", - "1416\n", - "11009263.257553797\n", - "{'n': 383, 'm': 986, 'k_avg': 5.148825065274152, 'intersection_count': 310, 'streets_per_node_avg': 2.6631853785900783, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 293, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1906005221932115, 2: 0.0, 3: 0.7650130548302873, 4: 0.044386422976501305}, 'edge_length_total': 136448.06800000023, 'edge_length_avg': 138.38546450304284, 'street_length_total': 68224.03400000001, 'street_length_avg': 138.3854645030426, 'street_segments_count': 493, 'node_density_km': 34.78888559933489, 'intersection_density_km': 28.15810583758176, 'edge_density_km': 12393.932709927612, 'street_density_km': 6196.966354963797, 'circuity_avg': 1.0343146951309403, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0343146951309403\n", - "1417\n", - "8000080.197062039\n", - "{'n': 260, 'm': 750, 'k_avg': 5.769230769230769, 'intersection_count': 236, 'streets_per_node_avg': 2.9307692307692306, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 207, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09230769230769231, 2: 0.0, 3: 0.7961538461538461, 4: 0.1076923076923077, 5: 0.0038461538461538464}, 'edge_length_total': 103970.5919999999, 'edge_length_avg': 138.62745599999988, 'street_length_total': 51985.296000000046, 'street_length_avg': 138.6274560000001, 'street_segments_count': 375, 'node_density_km': 32.49967420270147, 'intersection_density_km': 29.499704276298257, 'edge_density_km': 12996.193717930755, 'street_density_km': 6498.096858965389, 'circuity_avg': 1.0209375060841037, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0209375060841037\n", - "1418\n", - "12008743.500895947\n", - "{'n': 441, 'm': 1227, 'k_avg': 5.5646258503401365, 'intersection_count': 353, 'streets_per_node_avg': 2.877551020408163, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 234, 4: 116, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19954648526077098, 2: 0.0, 3: 0.5306122448979592, 4: 0.26303854875283444, 5: 0.006802721088435374}, 'edge_length_total': 181941.56200000006, 'edge_length_avg': 148.28163162184194, 'street_length_total': 92024.87600000005, 'street_length_avg': 147.94996141479106, 'street_segments_count': 622, 'node_density_km': 36.723242524673616, 'intersection_density_km': 29.395248551496117, 'edge_density_km': 15150.757611437515, 'street_density_km': 7663.156098981901, 'circuity_avg': 1.0312611601146446, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0312611601146446\n", - "1419\n", - "19015682.45952367\n", - "{'n': 568, 'm': 1571, 'k_avg': 5.53169014084507, 'intersection_count': 488, 'streets_per_node_avg': 2.836267605633803, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 421, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14084507042253522, 2: 0.0, 3: 0.7411971830985915, 4: 0.11795774647887323}, 'edge_length_total': 239379.43900000036, 'edge_length_avg': 152.37392679821792, 'street_length_total': 119763.07800000001, 'street_length_avg': 152.37032824427482, 'street_segments_count': 786, 'node_density_km': 29.870082297021487, 'intersection_density_km': 25.663028452370572, 'edge_density_km': 12588.52736469163, 'street_density_km': 6298.121471839091, 'circuity_avg': 1.0614710586058926, 'self_loop_proportion': 0.001273074474856779, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0614710586058926\n", - "1420\n", - "37038563.3113504\n", - "{'n': 1837, 'm': 4418, 'k_avg': 4.810016330974415, 'intersection_count': 1358, 'streets_per_node_avg': 2.5721284703320633, 'streets_per_node_counts': {0: 0, 1: 479, 2: 0, 3: 1189, 4: 166, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2607512248230811, 2: 0.0, 3: 0.6472509526401742, 4: 0.09036472509526401, 5: 0.001633097441480675}, 'edge_length_total': 561508.3120000008, 'edge_length_avg': 127.09558895427814, 'street_length_total': 286010.7449999997, 'street_length_avg': 123.8677977479427, 'street_segments_count': 2309, 'node_density_km': 49.596956138875264, 'intersection_density_km': 36.66448907816691, 'edge_density_km': 15160.099685290108, 'street_density_km': 7721.971897121406, 'circuity_avg': 1.0756335235931476, 'self_loop_proportion': 0.006337709370755998, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0756335235931476\n", - "1421\n", - "588039992.2042236\n", - "error with entry 1421\n", - "1422\n", - "8999451.18287205\n", - "{'n': 374, 'm': 1146, 'k_avg': 6.128342245989304, 'intersection_count': 333, 'streets_per_node_avg': 3.200534759358289, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 176, 4: 157}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10962566844919786, 2: 0.0, 3: 0.47058823529411764, 4: 0.4197860962566845}, 'edge_length_total': 152201.42100000003, 'edge_length_avg': 132.81101308900526, 'street_length_total': 76200.11800000007, 'street_length_avg': 132.29187152777791, 'street_segments_count': 576, 'node_density_km': 41.55808975460692, 'intersection_density_km': 37.002256385786374, 'edge_density_km': 16912.30030667571, 'street_density_km': 8467.196104694229, 'circuity_avg': 1.0258489204625911, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0258489204625911\n", - "1423\n", - "10000956.614211263\n", - "{'n': 573, 'm': 1449, 'k_avg': 5.057591623036649, 'intersection_count': 465, 'streets_per_node_avg': 2.7137870855148343, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 413, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18848167539267016, 2: 0.0, 3: 0.7207678883071553, 4: 0.09075043630017451}, 'edge_length_total': 151730.58000000016, 'edge_length_avg': 104.71399585921336, 'street_length_total': 76965.05899999996, 'street_length_avg': 102.89446390374327, 'street_segments_count': 748, 'node_density_km': 57.294519124877766, 'intersection_density_km': 46.49555216940342, 'edge_density_km': 15171.606662545906, 'street_density_km': 7695.769711732711, 'circuity_avg': 1.058859237098288, 'self_loop_proportion': 0.005521048999309869, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058859237098288\n", - "1424\n", - "31002987.418720406\n", - "{'n': 369, 'm': 862, 'k_avg': 4.672086720867209, 'intersection_count': 266, 'streets_per_node_avg': 2.4823848238482387, 'streets_per_node_counts': {0: 0, 1: 103, 2: 0, 3: 251, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2791327913279133, 2: 0.0, 3: 0.6802168021680217, 4: 0.04065040650406504}, 'edge_length_total': 205835.06200000015, 'edge_length_avg': 238.78777494199554, 'street_length_total': 102917.5309999999, 'street_length_avg': 238.78777494199514, 'street_segments_count': 431, 'node_density_km': 11.902078822803645, 'intersection_density_km': 8.57981833838962, 'edge_density_km': 6639.200900869044, 'street_density_km': 3319.6004504345165, 'circuity_avg': 1.0975812677310968, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0975812677310968\n", - "1425\n", - "13003117.507678896\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 256, 'm': 647, 'k_avg': 5.0546875, 'intersection_count': 209, 'streets_per_node_avg': 2.71875, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 188, 4: 20, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18359375, 2: 0.0, 3: 0.734375, 4: 0.078125, 5: 0.00390625}, 'edge_length_total': 121321.6110000001, 'edge_length_avg': 187.51408191653803, 'street_length_total': 61300.29899999996, 'street_length_avg': 188.0377269938649, 'street_segments_count': 326, 'node_density_km': 19.68758644600582, 'intersection_density_km': 16.07306862193444, 'edge_density_km': 9330.194157543721, 'street_density_km': 4714.277092689466, 'circuity_avg': 1.0546335009619545, 'self_loop_proportion': 0.0030911901081916537, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0546335009619545\n", - "1426\n", - "17997994.27988914\n", - "error with entry 1426\n", - "1427\n", - "8002163.424589111\n", - "{'n': 217, 'm': 561, 'k_avg': 5.170506912442396, 'intersection_count': 180, 'streets_per_node_avg': 2.7096774193548385, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 170, 4: 9, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17050691244239632, 2: 0.0, 3: 0.783410138248848, 4: 0.041474654377880185, 5: 0.004608294930875576}, 'edge_length_total': 92156.53499999979, 'edge_length_avg': 164.27189839572154, 'street_length_total': 46433.27900000002, 'street_length_avg': 162.35412237762245, 'street_segments_count': 286, 'node_density_km': 27.117666621653928, 'intersection_density_km': 22.49391701335349, 'edge_density_km': 11516.452502934453, 'street_density_km': 5802.590691577165, 'circuity_avg': 1.0647145361835237, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0647145361835237\n", - "1428\n", - "89996296.79818869\n", - "{'n': 7084, 'm': 19096, 'k_avg': 5.391304347826087, 'intersection_count': 6039, 'streets_per_node_avg': 2.902456239412761, 'streets_per_node_counts': {0: 0, 1: 1045, 2: 25, 3: 4616, 4: 1373, 5: 24, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14751552795031056, 2: 0.003529079616036138, 3: 0.6516092603049125, 4: 0.19381705251270467, 5: 0.0033879164313946925, 6: 0.0001411631846414455}, 'edge_length_total': 1698470.9440000127, 'edge_length_avg': 88.94380728948538, 'street_length_total': 883132.9020000034, 'street_length_avg': 86.76028116710908, 'street_segments_count': 10179, 'node_density_km': 78.7143499458144, 'intersection_density_km': 67.1027610562921, 'edge_density_km': 18872.675925863176, 'street_density_km': 9812.991572090752, 'circuity_avg': 1.054659588662693, 'self_loop_proportion': 0.003770423125261835, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054659588662693\n", - "1429\n", - "18002164.848064587\n", - "{'n': 748, 'm': 1952, 'k_avg': 5.219251336898396, 'intersection_count': 598, 'streets_per_node_avg': 2.7245989304812834, 'streets_per_node_counts': {0: 0, 1: 150, 2: 0, 3: 504, 4: 94}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20053475935828877, 2: 0.0, 3: 0.6737967914438503, 4: 0.12566844919786097}, 'edge_length_total': 223129.5119999996, 'edge_length_avg': 114.30815163934406, 'street_length_total': 113612.0460000001, 'street_length_avg': 114.41293655589135, 'street_segments_count': 993, 'node_density_km': 41.5505582974604, 'intersection_density_km': 33.21822708807663, 'edge_density_km': 12394.593310481114, 'street_density_km': 6311.021310984969, 'circuity_avg': 1.0426552207685624, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0426552207685624\n", - "1430\n", - "29997905.236423887\n", - "{'n': 2556, 'm': 6728, 'k_avg': 5.264475743348982, 'intersection_count': 2157, 'streets_per_node_avg': 2.821987480438185, 'streets_per_node_counts': {0: 0, 1: 399, 2: 14, 3: 1803, 4: 325, 5: 13, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15610328638497653, 2: 0.005477308294209703, 3: 0.7053990610328639, 4: 0.12715179968701096, 5: 0.005086071987480438, 6: 0.000782472613458529}, 'edge_length_total': 560940.855, 'edge_length_avg': 83.37408665279429, 'street_length_total': 292658.2570000001, 'street_length_avg': 82.16121757439643, 'street_segments_count': 3562, 'node_density_km': 85.20594954398577, 'intersection_density_km': 71.9050208006171, 'edge_density_km': 18699.334189471923, 'street_density_km': 9755.956447407209, 'circuity_avg': 1.0729837034413163, 'self_loop_proportion': 0.004161712247324614, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0729837034413163\n", - "1431\n", - "20012019.291395046\n", - "{'n': 1936, 'm': 5231, 'k_avg': 5.403925619834711, 'intersection_count': 1625, 'streets_per_node_avg': 2.8202479338842976, 'streets_per_node_counts': {0: 0, 1: 311, 2: 5, 3: 1346, 4: 269, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1606404958677686, 2: 0.0025826446280991736, 3: 0.6952479338842975, 4: 0.13894628099173553, 5: 0.0025826446280991736}, 'edge_length_total': 463122.135999999, 'edge_length_avg': 88.53414949340451, 'street_length_total': 236715.91000000088, 'street_length_avg': 87.640099962977, 'street_segments_count': 2701, 'node_density_km': 96.74186156878528, 'intersection_density_km': 81.20120095520458, 'edge_density_km': 23142.1991582397, 'street_density_km': 11828.686878279505, 'circuity_avg': 1.0509090596393225, 'self_loop_proportion': 0.0015293442936341044, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0509090596393225\n", - "1432\n", - "5998833.702542087\n", - "{'n': 428, 'm': 1149, 'k_avg': 5.369158878504673, 'intersection_count': 366, 'streets_per_node_avg': 2.8481308411214954, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 311, 4: 52, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14485981308411214, 2: 0.0, 3: 0.7266355140186916, 4: 0.12149532710280374, 5: 0.004672897196261682, 6: 0.002336448598130841}, 'edge_length_total': 115503.48300000011, 'edge_length_avg': 100.52522454308104, 'street_length_total': 59076.86999999995, 'street_length_avg': 100.47086734693869, 'street_segments_count': 588, 'node_density_km': 71.34720201005558, 'intersection_density_km': 61.01185966280455, 'edge_density_km': 19254.32321136923, 'street_density_km': 9848.059294420069, 'circuity_avg': 1.0472609275748404, 'self_loop_proportion': 0.006962576153176675, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0472609275748404\n", - "1433\n", - "8999636.281211065\n", - "{'n': 356, 'm': 977, 'k_avg': 5.48876404494382, 'intersection_count': 313, 'streets_per_node_avg': 2.9297752808988764, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 252, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12078651685393259, 2: 0.0, 3: 0.7078651685393258, 4: 0.17134831460674158}, 'edge_length_total': 114948.49699999997, 'edge_length_avg': 117.65455168884337, 'street_length_total': 57797.93900000002, 'street_length_avg': 114.90643936381714, 'street_segments_count': 503, 'node_density_km': 39.5571541866905, 'intersection_density_km': 34.779183315826195, 'edge_density_km': 12772.571402689126, 'street_density_km': 6422.252765999811, 'circuity_avg': 1.0356836849833895, 'self_loop_proportion': 0.0020470829068577278, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0356836849833895\n", - "1434\n", - "8999539.019752502\n", - "{'n': 345, 'm': 924, 'k_avg': 5.356521739130435, 'intersection_count': 285, 'streets_per_node_avg': 2.744927536231884, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 253, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17391304347826086, 2: 0.0, 3: 0.7333333333333333, 4: 0.0927536231884058}, 'edge_length_total': 136814.91199999992, 'edge_length_avg': 148.0680865800865, 'street_length_total': 68407.45600000005, 'street_length_avg': 148.06808658008669, 'street_segments_count': 462, 'node_density_km': 38.33529686829314, 'intersection_density_km': 31.668288717285638, 'edge_density_km': 15202.435558056228, 'street_density_km': 7601.217779028123, 'circuity_avg': 1.0396270838412212, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0396270838412212\n", - "1435\n", - "13008183.711232537\n", - "{'n': 478, 'm': 1324, 'k_avg': 5.539748953974895, 'intersection_count': 427, 'streets_per_node_avg': 2.8807531380753137, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 383, 4: 43, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10669456066945607, 2: 0.0, 3: 0.801255230125523, 4: 0.0899581589958159, 5: 0.0020920502092050207}, 'edge_length_total': 191931.87599999993, 'edge_length_avg': 144.96365256797577, 'street_length_total': 96087.38399999986, 'street_length_avg': 144.9281809954749, 'street_segments_count': 663, 'node_density_km': 36.746098503148296, 'intersection_density_km': 32.82548966703833, 'edge_density_km': 14754.702136799251, 'street_density_km': 7386.687191158641, 'circuity_avg': 1.042264516146869, 'self_loop_proportion': 0.0030211480362537764, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042264516146869\n", - "1436\n", - "18999451.287038423\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 386, 'm': 1114, 'k_avg': 5.772020725388601, 'intersection_count': 345, 'streets_per_node_avg': 3.023316062176166, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 256, 4: 87, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10621761658031088, 2: 0.0, 3: 0.6632124352331606, 4: 0.22538860103626943, 5: 0.0051813471502590676}, 'edge_length_total': 205434.74900000027, 'edge_length_avg': 184.4118034111313, 'street_length_total': 103120.92799999997, 'street_length_avg': 184.47393202146685, 'street_segments_count': 559, 'node_density_km': 20.31637620310289, 'intersection_density_km': 18.158419145260357, 'edge_density_km': 10812.667476357568, 'street_density_km': 5427.574009484679, 'circuity_avg': 1.0710661440282374, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0710661440282374\n", - "1437\n", - "57009988.743251525\n", - "{'n': 809, 'm': 2272, 'k_avg': 5.616810877626699, 'intersection_count': 698, 'streets_per_node_avg': 2.9023485784919654, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 557, 4: 139, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13720642768850433, 2: 0.0, 3: 0.688504326328801, 4: 0.17181705809641531, 5: 0.002472187886279357}, 'edge_length_total': 336828.18800000055, 'edge_length_avg': 148.2518433098594, 'street_length_total': 170662.70100000012, 'street_length_avg': 146.8697943201378, 'street_segments_count': 1162, 'node_density_km': 14.190495697927394, 'intersection_density_km': 12.243468476085688, 'edge_density_km': 5908.231091167722, 'street_density_km': 2993.5578792795686, 'circuity_avg': 1.0610757280436938, 'self_loop_proportion': 0.0008802816901408451, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0610757280436938\n", - "1438\n", - "7001168.3573670965\n", - "{'n': 162, 'm': 418, 'k_avg': 5.160493827160494, 'intersection_count': 129, 'streets_per_node_avg': 2.685185185185185, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 114, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2037037037037037, 2: 0.0, 3: 0.7037037037037037, 4: 0.09259259259259259}, 'edge_length_total': 76519.66400000002, 'edge_length_avg': 183.06139712918664, 'street_length_total': 38259.832, 'street_length_avg': 183.06139712918662, 'street_segments_count': 209, 'node_density_km': 23.138995054951476, 'intersection_density_km': 18.425496062276174, 'edge_density_km': 10929.556338904624, 'street_density_km': 5464.778169452311, 'circuity_avg': 1.030218513686522, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030218513686522\n", - "1439\n", - "4000540.702998531\n", - "{'n': 174, 'm': 512, 'k_avg': 5.885057471264368, 'intersection_count': 161, 'streets_per_node_avg': 3.045977011494253, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 127, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07471264367816093, 2: 0.0, 3: 0.7298850574712644, 4: 0.19540229885057472}, 'edge_length_total': 69906.08200000007, 'edge_length_avg': 136.53531640625013, 'street_length_total': 34953.04100000002, 'street_length_avg': 136.53531640625008, 'street_segments_count': 256, 'node_density_km': 43.494120649636564, 'intersection_density_km': 40.24455991144533, 'edge_density_km': 17474.158417536724, 'street_density_km': 8737.079208768359, 'circuity_avg': 1.045106465966342, 'self_loop_proportion': 0.00390625, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045106465966342\n", - "1440\n", - "10998645.331173616\n", - "{'n': 638, 'm': 1678, 'k_avg': 5.260188087774295, 'intersection_count': 521, 'streets_per_node_avg': 2.7978056426332287, 'streets_per_node_counts': {0: 0, 1: 117, 2: 1, 3: 414, 4: 106}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1833855799373041, 2: 0.001567398119122257, 3: 0.6489028213166145, 4: 0.16614420062695925}, 'edge_length_total': 199369.07700000046, 'edge_length_avg': 118.81351430274162, 'street_length_total': 101883.88999999987, 'street_length_avg': 117.64883371824465, 'street_segments_count': 866, 'node_density_km': 58.00714367902268, 'intersection_density_km': 47.36946999493859, 'edge_density_km': 18126.69387882941, 'street_density_km': 9263.31261098391, 'circuity_avg': 1.0384005699586853, 'self_loop_proportion': 0.0023837902264600714, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0384005699586853\n", - "1441\n", - "15012131.085729027\n", - "{'n': 357, 'm': 1080, 'k_avg': 6.050420168067227, 'intersection_count': 314, 'streets_per_node_avg': 3.070028011204482, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 203, 4: 111}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12044817927170869, 2: 0.0, 3: 0.5686274509803921, 4: 0.31092436974789917}, 'edge_length_total': 147544.71599999987, 'edge_length_avg': 136.61547777777767, 'street_length_total': 73772.35800000007, 'street_length_avg': 136.6154777777779, 'street_segments_count': 540, 'node_density_km': 23.780767564664732, 'intersection_density_km': 20.91641740981716, 'edge_density_km': 9828.365816780019, 'street_density_km': 4914.1829083900175, 'circuity_avg': 1.034268874644155, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034268874644155\n", - "1442\n", - "9000028.145820834\n", - "{'n': 480, 'm': 1251, 'k_avg': 5.2125, 'intersection_count': 414, 'streets_per_node_avg': 2.8541666666666665, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 354, 4: 58, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1375, 2: 0.0, 3: 0.7375, 4: 0.12083333333333333, 5: 0.004166666666666667}, 'edge_length_total': 145921.27800000005, 'edge_length_avg': 116.6437074340528, 'street_length_total': 75043.653, 'street_length_avg': 112.50922488755623, 'street_segments_count': 667, 'node_density_km': 53.333166543805554, 'intersection_density_km': 45.99985614403229, 'edge_density_km': 16213.424628872817, 'street_density_km': 8338.157590634486, 'circuity_avg': 1.0491400774993014, 'self_loop_proportion': 0.0031974420463629096, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0491400774993014\n", - "1443\n", - "14009314.68823431\n", - "{'n': 361, 'm': 895, 'k_avg': 4.958448753462604, 'intersection_count': 287, 'streets_per_node_avg': 2.664819944598338, 'streets_per_node_counts': {0: 0, 1: 74, 2: 1, 3: 258, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20498614958448755, 2: 0.002770083102493075, 3: 0.7146814404432132, 4: 0.07756232686980609}, 'edge_length_total': 142155.14200000002, 'edge_length_avg': 158.83256089385478, 'street_length_total': 71295.87499999999, 'street_length_avg': 155.32870370370367, 'street_segments_count': 459, 'node_density_km': 25.76856955773754, 'intersection_density_km': 20.48636970379688, 'edge_density_km': 10147.187436612348, 'street_density_km': 5089.176493399614, 'circuity_avg': 1.0557429421174536, 'self_loop_proportion': 0.00782122905027933, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557429421174536\n", - "1444\n", - "14000911.515709693\n", - "{'n': 725, 'm': 1850, 'k_avg': 5.103448275862069, 'intersection_count': 565, 'streets_per_node_avg': 2.633103448275862, 'streets_per_node_counts': {0: 0, 1: 160, 2: 0, 3: 514, 4: 48, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2206896551724138, 2: 0.0, 3: 0.7089655172413794, 4: 0.06620689655172414, 5: 0.004137931034482759}, 'edge_length_total': 198453.1360000005, 'edge_length_avg': 107.27196540540567, 'street_length_total': 99226.56800000007, 'street_length_avg': 107.27196540540548, 'street_segments_count': 925, 'node_density_km': 51.78234282721631, 'intersection_density_km': 40.354515444658226, 'edge_density_km': 14174.301135845804, 'street_density_km': 7087.150567922889, 'circuity_avg': 1.0522566395143302, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0522566395143302\n", - "1445\n", - "12010328.723545823\n", - "{'n': 556, 'm': 1502, 'k_avg': 5.402877697841727, 'intersection_count': 460, 'streets_per_node_avg': 2.7841726618705036, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 389, 4: 70, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17266187050359713, 2: 0.0, 3: 0.6996402877697842, 4: 0.12589928057553956, 5: 0.0017985611510791368}, 'edge_length_total': 180419.99800000002, 'edge_length_avg': 120.11983888149136, 'street_length_total': 90209.99900000001, 'street_length_avg': 120.11983888149136, 'street_segments_count': 751, 'node_density_km': 46.29348728065883, 'intersection_density_km': 38.30036717464579, 'edge_density_km': 15022.069932714916, 'street_density_km': 7511.034966357458, 'circuity_avg': 1.0326062939186087, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0326062939186087\n", - "1446\n", - "9998844.950167479\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 267, 'm': 796, 'k_avg': 5.962546816479401, 'intersection_count': 237, 'streets_per_node_avg': 3.093632958801498, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 152, 4: 85}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11235955056179775, 2: 0.0, 3: 0.5692883895131086, 4: 0.31835205992509363}, 'edge_length_total': 137217.18199999968, 'edge_length_avg': 172.3833944723614, 'street_length_total': 68608.59100000001, 'street_length_avg': 172.38339447236186, 'street_segments_count': 398, 'node_density_km': 26.70308433930939, 'intersection_density_km': 23.702737784330807, 'edge_density_km': 13723.303309918943, 'street_density_km': 6861.651654959489, 'circuity_avg': 1.0291773854037434, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0291773854037434\n", - "1447\n", - "7999874.65271237\n", - "{'n': 325, 'm': 900, 'k_avg': 5.538461538461538, 'intersection_count': 275, 'streets_per_node_avg': 2.883076923076923, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 214, 4: 60, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0, 3: 0.6584615384615384, 4: 0.18461538461538463, 5: 0.003076923076923077}, 'edge_length_total': 128802.37000000016, 'edge_length_avg': 143.11374444444462, 'street_length_total': 64401.18500000004, 'street_length_avg': 143.11374444444454, 'street_segments_count': 450, 'node_density_km': 40.62563653916855, 'intersection_density_km': 34.375538610065696, 'edge_density_km': 16100.54852001081, 'street_density_km': 8050.274260005401, 'circuity_avg': 1.0222789332495827, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0222789332495827\n", - "1448\n", - "12003764.276220383\n", - "{'n': 2133, 'm': 6204, 'k_avg': 5.817158931082981, 'intersection_count': 1843, 'streets_per_node_avg': 2.963431786216596, 'streets_per_node_counts': {0: 0, 1: 290, 2: 0, 3: 1357, 4: 471, 5: 14, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13595874355368026, 2: 0.0, 3: 0.6361931551804969, 4: 0.22081575246132207, 5: 0.006563525550867323, 6: 0.00046882325363338024}, 'edge_length_total': 358847.1609999996, 'edge_length_avg': 57.84125741457118, 'street_length_total': 182082.2940000005, 'street_length_avg': 58.02495028680704, 'street_segments_count': 3138, 'node_density_km': 177.6942591438172, 'intersection_density_km': 153.53517093392173, 'edge_density_km': 29894.552470584633, 'street_density_km': 15168.766214503888, 'circuity_avg': 1.065457232860213, 'self_loop_proportion': 0.0012894906511927789, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065457232860213\n", - "1449\n", - "10004700.702836003\n", - "{'n': 253, 'm': 669, 'k_avg': 5.288537549407114, 'intersection_count': 205, 'streets_per_node_avg': 2.7865612648221343, 'streets_per_node_counts': {0: 0, 1: 48, 2: 1, 3: 161, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18972332015810275, 2: 0.003952569169960474, 3: 0.6363636363636364, 4: 0.16996047430830039}, 'edge_length_total': 112829.99699999987, 'edge_length_avg': 168.65470403587426, 'street_length_total': 56540.86900000003, 'street_length_avg': 167.77705934718108, 'street_segments_count': 337, 'node_density_km': 25.28811280963986, 'intersection_density_km': 20.490368086862336, 'edge_density_km': 11277.698389119856, 'street_density_km': 5651.430330541778, 'circuity_avg': 1.0404151488320064, 'self_loop_proportion': 0.005979073243647235, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0404151488320064\n", - "1450\n", - "7999074.09283985\n", - "{'n': 286, 'm': 763, 'k_avg': 5.335664335664336, 'intersection_count': 246, 'streets_per_node_avg': 2.8566433566433567, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 207, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13986013986013987, 2: 0.0, 3: 0.7237762237762237, 4: 0.13636363636363635}, 'edge_length_total': 105915.61599999983, 'edge_length_avg': 138.8146998689382, 'street_length_total': 54326.068000000014, 'street_length_avg': 138.23426972010182, 'street_segments_count': 393, 'node_density_km': 35.75413812656205, 'intersection_density_km': 30.75355936760232, 'edge_density_km': 13240.984490293355, 'street_density_km': 6791.544542465045, 'circuity_avg': 1.0295772753692343, 'self_loop_proportion': 0.002621231979030144, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0295772753692343\n", - "1451\n", - "29000617.566332217\n", - "{'n': 923, 'm': 2302, 'k_avg': 4.9880823401950165, 'intersection_count': 745, 'streets_per_node_avg': 2.6814734561213434, 'streets_per_node_counts': {0: 0, 1: 178, 2: 2, 3: 681, 4: 60, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19284940411700974, 2: 0.0021668472372697724, 3: 0.7378114842903575, 4: 0.06500541711809317, 5: 0.0021668472372697724}, 'edge_length_total': 314539.27900000016, 'edge_length_avg': 136.6373931364032, 'street_length_total': 159623.6229999998, 'street_length_avg': 132.35789635157528, 'street_segments_count': 1206, 'node_density_km': 31.826908440444434, 'intersection_density_km': 25.689108112818097, 'edge_density_km': 10845.95106571659, 'street_density_km': 5504.145649136526, 'circuity_avg': 1.051697117982162, 'self_loop_proportion': 0.0017376194613379669, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051697117982162\n", - "1452\n", - "7000032.538448165\n", - "{'n': 247, 'm': 692, 'k_avg': 5.603238866396761, 'intersection_count': 213, 'streets_per_node_avg': 2.8987854251012144, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 171, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13765182186234817, 2: 0.0, 3: 0.6923076923076923, 4: 0.1659919028340081, 5: 0.004048582995951417}, 'edge_length_total': 93870.41599999997, 'edge_length_avg': 135.65089017341035, 'street_length_total': 46935.208000000006, 'street_length_avg': 135.65089017341043, 'street_segments_count': 346, 'node_density_km': 35.28555026613596, 'intersection_density_km': 30.428429986586877, 'edge_density_km': 13409.997094214947, 'street_density_km': 6704.998547107476, 'circuity_avg': 1.043632188792667, 'self_loop_proportion': 0.002890173410404624, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043632188792667\n", - "1453\n", - "9002837.450519657\n", - "{'n': 627, 'm': 1711, 'k_avg': 5.457735247208931, 'intersection_count': 518, 'streets_per_node_avg': 2.854864433811802, 'streets_per_node_counts': {0: 0, 1: 109, 2: 0, 3: 393, 4: 123, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17384370015948963, 2: 0.0, 3: 0.6267942583732058, 4: 0.19617224880382775, 5: 0.003189792663476874}, 'edge_length_total': 161750.3719999999, 'edge_length_avg': 94.53557685563992, 'street_length_total': 81544.76700000011, 'street_length_avg': 93.08763356164395, 'street_segments_count': 876, 'node_density_km': 69.6447096202774, 'intersection_density_km': 57.53741560335517, 'edge_density_km': 17966.59918486737, 'street_density_km': 9057.674033123105, 'circuity_avg': 1.0684898170787565, 'self_loop_proportion': 0.0023378141437755697, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0684898170787565\n", - "1454\n", - "7999140.403828822\n", - "{'n': 761, 'm': 2154, 'k_avg': 5.660972404730618, 'intersection_count': 651, 'streets_per_node_avg': 2.9132720105124834, 'streets_per_node_counts': {0: 0, 1: 110, 2: 0, 3: 502, 4: 144, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1445466491458607, 2: 0.0, 3: 0.6596583442838371, 4: 0.18922470433639949, 5: 0.006570302233902759}, 'edge_length_total': 140200.16799999977, 'edge_length_avg': 65.08828597957279, 'street_length_total': 70691.40999999989, 'street_length_avg': 64.91405876951322, 'street_segments_count': 1089, 'node_density_km': 95.13522223409709, 'intersection_density_km': 81.38374464441156, 'edge_density_km': 17526.904257474012, 'street_density_km': 8837.375821802447, 'circuity_avg': 1.0616126152990097, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0616126152990097\n", - "1455\n", - "17000337.10254678\n", - "{'n': 318, 'm': 753, 'k_avg': 4.735849056603773, 'intersection_count': 246, 'streets_per_node_avg': 2.5943396226415096, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 231, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22641509433962265, 2: 0.0, 3: 0.7264150943396226, 4: 0.04716981132075472}, 'edge_length_total': 150690.08500000002, 'edge_length_avg': 200.11963479415672, 'street_length_total': 75572.47700000009, 'street_length_avg': 195.78361917098468, 'street_segments_count': 386, 'node_density_km': 18.70551143085046, 'intersection_density_km': 14.470301295563564, 'edge_density_km': 8863.94687887839, 'street_density_km': 4445.35167415467, 'circuity_avg': 1.0468161738781792, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0468161738781792\n", - "1456\n", - "272967259.2418881\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 17818, 'm': 49010, 'k_avg': 5.501178583454934, 'intersection_count': 14818, 'streets_per_node_avg': 2.8236053429116623, 'streets_per_node_counts': {0: 0, 1: 3000, 2: 4, 3: 12041, 4: 2694, 5: 72, 6: 6, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1683690649904591, 2: 0.00022449208665394546, 3: 0.6757773038500393, 4: 0.15119542036143227, 5: 0.004040857559771018, 6: 0.0003367381299809182, 7: 0.0, 8: 5.6123021663486364e-05}, 'edge_length_total': 4515280.499000027, 'edge_length_avg': 92.12977961640536, 'street_length_total': 2298437.6920000166, 'street_length_avg': 92.05533851329768, 'street_segments_count': 24968, 'node_density_km': 65.2752276939217, 'intersection_density_km': 54.28489864005679, 'edge_density_km': 16541.472818169896, 'street_density_km': 8420.195514962004, 'circuity_avg': 1.0855860711124417, 'self_loop_proportion': 0.003754335849826566, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0855860711124417\n", - "1457\n", - "40003352.80189139\n", - "{'n': 1055, 'm': 2888, 'k_avg': 5.474881516587677, 'intersection_count': 892, 'streets_per_node_avg': 2.865402843601896, 'streets_per_node_counts': {0: 0, 1: 163, 2: 1, 3: 709, 4: 180, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15450236966824646, 2: 0.0009478672985781991, 3: 0.6720379146919432, 4: 0.17061611374407584, 5: 0.0009478672985781991, 6: 0.0009478672985781991}, 'edge_length_total': 362051.68800000177, 'edge_length_avg': 125.36415789473746, 'street_length_total': 186757.7599999997, 'street_length_avg': 124.42222518321098, 'street_segments_count': 1501, 'node_density_km': 26.372789431542817, 'intersection_density_km': 22.298130969607765, 'edge_density_km': 9050.533583847095, 'street_density_km': 4668.552681693462, 'circuity_avg': 1.0580973981446655, 'self_loop_proportion': 0.0013850415512465374, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0580973981446655\n", - "1458\n", - "24013341.110447355\n", - "{'n': 4008, 'm': 10283, 'k_avg': 5.1312375249501, 'intersection_count': 3153, 'streets_per_node_avg': 2.7215568862275448, 'streets_per_node_counts': {0: 0, 1: 855, 2: 8, 3: 2568, 4: 556, 5: 18, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21332335329341318, 2: 0.001996007984031936, 3: 0.6407185628742516, 4: 0.13872255489021956, 5: 0.004491017964071856, 6: 0.000499001996007984, 7: 0.000249500998003992}, 'edge_length_total': 604800.0549999985, 'edge_length_avg': 58.81552611105694, 'street_length_total': 315275.3409999999, 'street_length_avg': 58.20109673250875, 'street_segments_count': 5417, 'node_density_km': 166.90721968115722, 'intersection_density_km': 131.30201188989238, 'edge_density_km': 25186.00190695128, 'street_density_km': 13129.17430148172, 'circuity_avg': 1.0817371697179246, 'self_loop_proportion': 0.004376154818632695, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0817371697179246\n", - "1459\n", - "9999110.08408472\n", - "{'n': 305, 'm': 825, 'k_avg': 5.409836065573771, 'intersection_count': 270, 'streets_per_node_avg': 2.904918032786885, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 229, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11475409836065574, 2: 0.0, 3: 0.7508196721311475, 4: 0.13442622950819672}, 'edge_length_total': 131570.22100000008, 'edge_length_avg': 159.47905575757585, 'street_length_total': 66064.84499999999, 'street_length_avg': 156.55176540284356, 'street_segments_count': 422, 'node_density_km': 30.502714485107955, 'intersection_density_km': 27.00240298681688, 'edge_density_km': 13158.19306854281, 'street_density_km': 6607.072473894792, 'circuity_avg': 1.028219626812086, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028219626812086\n", - "1460\n", - "6002493.072474109\n", - "{'n': 697, 'm': 1700, 'k_avg': 4.878048780487805, 'intersection_count': 505, 'streets_per_node_avg': 2.576757532281205, 'streets_per_node_counts': {0: 0, 1: 192, 2: 5, 3: 408, 4: 90, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27546628407460544, 2: 0.007173601147776184, 3: 0.5853658536585366, 4: 0.1291248206599713, 5: 0.0028694404591104736}, 'edge_length_total': 107907.05000000003, 'edge_length_avg': 63.474735294117664, 'street_length_total': 55834.76999999995, 'street_length_avg': 63.37658342792276, 'street_segments_count': 881, 'node_density_km': 116.11841806136569, 'intersection_density_km': 84.13170892537974, 'edge_density_km': 17977.038656626533, 'street_density_km': 9301.929935753506, 'circuity_avg': 1.0419406690749633, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0419406690749633\n", - "1461\n", - "10998612.547587326\n", - "{'n': 841, 'm': 2281, 'k_avg': 5.42449464922711, 'intersection_count': 729, 'streets_per_node_avg': 2.835909631391201, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 645, 4: 82, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13317479191438764, 2: 0.0, 3: 0.7669441141498217, 4: 0.09750297265160524, 5: 0.0023781212841854932}, 'edge_length_total': 219423.73999999985, 'edge_length_avg': 96.19629110039449, 'street_length_total': 111723.08600000016, 'street_length_avg': 95.65332705479466, 'street_segments_count': 1168, 'node_density_km': 76.46419003863203, 'intersection_density_km': 66.28108744133502, 'edge_density_km': 19950.129077701986, 'street_density_km': 10157.925421648562, 'circuity_avg': 1.0398687700564624, 'self_loop_proportion': 0.00263042525208242, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0398687700564624\n", - "1462\n", - "7999344.450452891\n", - "{'n': 445, 'm': 1112, 'k_avg': 4.997752808988764, 'intersection_count': 331, 'streets_per_node_avg': 2.5730337078651684, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 293, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25617977528089886, 2: 0.0, 3: 0.6584269662921348, 4: 0.0853932584269663}, 'edge_length_total': 128735.71399999999, 'edge_length_avg': 115.76952697841726, 'street_length_total': 64367.856999999996, 'street_length_avg': 115.76952697841726, 'street_segments_count': 556, 'node_density_km': 55.629558491484374, 'intersection_density_km': 41.37839069816029, 'edge_density_km': 16093.282993047198, 'street_density_km': 8046.641496523599, 'circuity_avg': 1.062642667089592, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062642667089592\n", - "1463\n", - "19998117.430711236\n", - "{'n': 688, 'm': 1932, 'k_avg': 5.616279069767442, 'intersection_count': 571, 'streets_per_node_avg': 2.9113372093023258, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 398, 4: 173}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17005813953488372, 2: 0.0, 3: 0.5784883720930233, 4: 0.251453488372093}, 'edge_length_total': 277616.21600000025, 'edge_length_avg': 143.69369358178068, 'street_length_total': 138808.1080000001, 'street_length_avg': 143.69369358178065, 'street_segments_count': 966, 'node_density_km': 34.40323832399514, 'intersection_density_km': 28.552687620641315, 'edge_density_km': 13882.117502403664, 'street_density_km': 6941.058751201831, 'circuity_avg': 1.0431355940659035, 'self_loop_proportion': 0.0010351966873706005, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0431355940659035\n", - "1464\n", - "8000638.60559985\n", - "{'n': 207, 'm': 520, 'k_avg': 5.024154589371981, 'intersection_count': 184, 'streets_per_node_avg': 2.9082125603864735, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 157, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.7584541062801933, 4: 0.13043478260869565}, 'edge_length_total': 99903.03999999989, 'edge_length_avg': 192.12123076923055, 'street_length_total': 53688.89099999999, 'street_length_avg': 189.7133957597173, 'street_segments_count': 283, 'node_density_km': 25.87293467487901, 'intersection_density_km': 22.99816415544801, 'edge_density_km': 12486.883225805903, 'street_density_km': 6710.575698597581, 'circuity_avg': 1.1138777754610591, 'self_loop_proportion': 0.0038461538461538464, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1138777754610591\n", - "1465\n", - "16999610.43841312\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1408, 'm': 3691, 'k_avg': 5.2428977272727275, 'intersection_count': 1243, 'streets_per_node_avg': 2.9318181818181817, 'streets_per_node_counts': {0: 0, 1: 165, 2: 7, 3: 999, 4: 233, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1171875, 2: 0.004971590909090909, 3: 0.7095170454545454, 4: 0.16548295454545456, 5: 0.002840909090909091}, 'edge_length_total': 331950.36300000077, 'edge_length_avg': 89.93507531834211, 'street_length_total': 177733.6220000002, 'street_length_avg': 88.07414370664034, 'street_segments_count': 2018, 'node_density_km': 82.82542738852514, 'intersection_density_km': 73.11932261643236, 'edge_density_km': 19526.93940855904, 'street_density_km': 10455.15852518508, 'circuity_avg': 1.0708740079740615, 'self_loop_proportion': 0.005960444324031428, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0708740079740615\n", - "1466\n", - "45015159.62472835\n", - "{'n': 3118, 'm': 7886, 'k_avg': 5.058370750481077, 'intersection_count': 2638, 'streets_per_node_avg': 2.8486209108402822, 'streets_per_node_counts': {0: 0, 1: 480, 2: 8, 3: 2154, 4: 459, 5: 14, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1539448364336113, 2: 0.0025657472738935213, 3: 0.6908274534958306, 4: 0.1472097498396408, 5: 0.004490057729313663, 6: 0.0009621552277100705}, 'edge_length_total': 754209.2319999967, 'edge_length_avg': 95.63900989094556, 'street_length_total': 402410.56099999964, 'street_length_avg': 91.81167259867662, 'street_segments_count': 4383, 'node_density_km': 69.26555467076867, 'intersection_density_km': 58.60248018649382, 'edge_density_km': 16754.560869882687, 'street_density_km': 8939.445385837127, 'circuity_avg': 1.0796919206763886, 'self_loop_proportion': 0.005325893989348212, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0796919206763886\n", - "1467\n", - "7005833.431762046\n", - "{'n': 151, 'm': 336, 'k_avg': 4.450331125827814, 'intersection_count': 109, 'streets_per_node_avg': 2.5033112582781456, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 100, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2781456953642384, 2: 0.0, 3: 0.6622516556291391, 4: 0.059602649006622516}, 'edge_length_total': 62057.96000000003, 'edge_length_avg': 184.69630952380962, 'street_length_total': 31028.980000000007, 'street_length_avg': 184.69630952380956, 'street_segments_count': 168, 'node_density_km': 21.55346704582181, 'intersection_density_km': 15.558462966851506, 'edge_density_km': 8858.041031728006, 'street_density_km': 4429.020515864001, 'circuity_avg': 1.0709672482720718, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0709672482720718\n", - "1468\n", - "9999073.106115714\n", - "{'n': 187, 'm': 496, 'k_avg': 5.304812834224599, 'intersection_count': 164, 'streets_per_node_avg': 2.9197860962566846, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 134, 4: 29, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12299465240641712, 2: 0.0, 3: 0.7165775401069518, 4: 0.15508021390374332, 5: 0.0053475935828877}, 'edge_length_total': 85384.782, 'edge_length_avg': 172.1467379032258, 'street_length_total': 42692.39099999999, 'street_length_avg': 172.14673790322576, 'street_segments_count': 248, 'node_density_km': 18.70173345223624, 'intersection_density_km': 16.40152024688098, 'edge_density_km': 8539.26969968609, 'street_density_km': 4269.634849843044, 'circuity_avg': 1.0432448227319822, 'self_loop_proportion': 0.004032258064516129, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0432448227319822\n", - "1469\n", - "10998630.818421008\n", - "{'n': 356, 'm': 1002, 'k_avg': 5.629213483146067, 'intersection_count': 310, 'streets_per_node_avg': 2.918539325842697, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 247, 4: 63}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12921348314606743, 2: 0.0, 3: 0.6938202247191011, 4: 0.17696629213483145}, 'edge_length_total': 146176.524, 'edge_length_avg': 145.88475449101796, 'street_length_total': 73088.26199999999, 'street_length_avg': 145.88475449101793, 'street_segments_count': 501, 'node_density_km': 32.36766520099529, 'intersection_density_km': 28.185326439068934, 'edge_density_km': 13290.429182801272, 'street_density_km': 6645.214591400635, 'circuity_avg': 1.0281189233829529, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0281189233829529\n", - "1470\n", - "7001536.962427412\n", - "{'n': 173, 'm': 482, 'k_avg': 5.572254335260116, 'intersection_count': 159, 'streets_per_node_avg': 2.959537572254335, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 139, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08092485549132948, 2: 0.0, 3: 0.8034682080924855, 4: 0.10982658959537572, 5: 0.005780346820809248}, 'edge_length_total': 83869.96600000012, 'edge_length_avg': 174.0040788381745, 'street_length_total': 42169.026999999995, 'street_length_avg': 170.72480566801616, 'street_segments_count': 247, 'node_density_km': 24.708860487115306, 'intersection_density_km': 22.709299522840077, 'edge_density_km': 11978.793577763625, 'street_density_km': 6022.824306476291, 'circuity_avg': 1.042596211254275, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042596211254275\n", - "1471\n", - "6999153.707718804\n", - "{'n': 283, 'm': 776, 'k_avg': 5.4840989399293285, 'intersection_count': 250, 'streets_per_node_avg': 2.904593639575972, 'streets_per_node_counts': {0: 0, 1: 33, 2: 1, 3: 209, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1166077738515901, 2: 0.0035335689045936395, 3: 0.7385159010600707, 4: 0.1413427561837456}, 'edge_length_total': 100306.64199999999, 'edge_length_avg': 129.26113659793813, 'street_length_total': 51081.50999999996, 'street_length_avg': 128.66879093198983, 'street_segments_count': 397, 'node_density_km': 40.433459789274536, 'intersection_density_km': 35.71860405412945, 'edge_density_km': 14331.252918389244, 'street_density_km': 7298.24092070821, 'circuity_avg': 1.0663603777981026, 'self_loop_proportion': 0.005154639175257732, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0663603777981026\n", - "1472\n", - "32029896.2727672\n", - "{'n': 4034, 'm': 10765, 'k_avg': 5.337134357957362, 'intersection_count': 3249, 'streets_per_node_avg': 2.805899851264254, 'streets_per_node_counts': {0: 0, 1: 785, 2: 11, 3: 2470, 4: 741, 5: 24, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1945959345562717, 2: 0.002726822012890431, 3: 0.6122954883490332, 4: 0.18368864650470995, 5: 0.005949429846306396, 6: 0.0007436787307882995}, 'edge_length_total': 773181.0789999994, 'edge_length_avg': 71.82360232234088, 'street_length_total': 398042.08500000014, 'street_length_avg': 71.1297507147963, 'street_segments_count': 5596, 'node_density_km': 125.94483496438389, 'intersection_density_km': 101.4364821019542, 'edge_density_km': 24139.356319345363, 'street_density_km': 12427.204934111125, 'circuity_avg': 1.0639137537325847, 'self_loop_proportion': 0.0037157454714352067, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639137537325847\n", - "1473\n", - "11006498.948770866\n", - "{'n': 1042, 'm': 2631, 'k_avg': 5.049904030710173, 'intersection_count': 796, 'streets_per_node_avg': 2.640115163147793, 'streets_per_node_counts': {0: 0, 1: 246, 2: 0, 3: 685, 4: 105, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.236084452975048, 2: 0.0, 3: 0.6573896353166987, 4: 0.10076775431861804, 5: 0.005758157389635317}, 'edge_length_total': 202799.43099999995, 'edge_length_avg': 77.08074154313947, 'street_length_total': 102606.73800000003, 'street_length_avg': 76.80145059880242, 'street_segments_count': 1336, 'node_density_km': 94.67133961943128, 'intersection_density_km': 72.32090819296286, 'edge_density_km': 18425.425918261437, 'street_density_km': 9322.377486026879, 'circuity_avg': 1.0554772224132376, 'self_loop_proportion': 0.002280501710376283, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0554772224132376\n", - "1474\n", - "298149776.0876497\n", - "{'n': 19147, 'm': 52978, 'k_avg': 5.533817308194495, 'intersection_count': 16122, 'streets_per_node_avg': 2.900611061785136, 'streets_per_node_counts': {0: 0, 1: 3025, 2: 6, 3: 12063, 4: 3966, 5: 74, 6: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1579881965843213, 2: 0.0003133650180184885, 3: 0.6300203687261712, 4: 0.20713427691022093, 5: 0.003864835222228025, 6: 0.0006789575390400585}, 'edge_length_total': 5538270.297000006, 'edge_length_avg': 104.53905955302211, 'street_length_total': 2881094.615000014, 'street_length_avg': 104.2552782703099, 'street_segments_count': 27635, 'node_density_km': 64.21940090396443, 'intersection_density_km': 54.07349356942155, 'edge_density_km': 18575.463546120096, 'street_density_km': 9663.245945732435, 'circuity_avg': 1.0626533370953284, 'self_loop_proportion': 0.0018120729359356715, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0626533370953284\n", - "1475\n", - "34995230.14942921\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3743, 'm': 9766, 'k_avg': 5.218274111675127, 'intersection_count': 3173, 'streets_per_node_avg': 2.8626769970611807, 'streets_per_node_counts': {0: 0, 1: 570, 2: 3, 3: 2558, 4: 595, 5: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15228426395939088, 2: 0.0008014961261020571, 3: 0.6834090301896875, 4: 0.15896339834357467, 5: 0.004541811381244991}, 'edge_length_total': 695956.1719999987, 'edge_length_avg': 71.2631755068604, 'street_length_total': 365702.15200000035, 'street_length_avg': 68.8056730009408, 'street_segments_count': 5315, 'node_density_km': 106.9574334564292, 'intersection_density_km': 90.66949942753136, 'edge_density_km': 19887.17230971976, 'street_density_km': 10450.057063161366, 'circuity_avg': 1.0715470677201513, 'self_loop_proportion': 0.0028670899037476962, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0715470677201513\n", - "1476\n", - "26018876.692716986\n", - "{'n': 750, 'm': 2122, 'k_avg': 5.658666666666667, 'intersection_count': 622, 'streets_per_node_avg': 2.9106666666666667, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 434, 4: 187, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17066666666666666, 2: 0.0, 3: 0.5786666666666667, 4: 0.24933333333333332, 5: 0.0013333333333333333}, 'edge_length_total': 340424.65799999883, 'edge_length_avg': 160.42632327992405, 'street_length_total': 171442.36000000002, 'street_length_avg': 160.07690009337068, 'street_segments_count': 1071, 'node_density_km': 28.825225964114527, 'intersection_density_km': 23.90572073290565, 'edge_density_km': 13083.756920808499, 'street_density_km': 6589.153022428094, 'circuity_avg': 1.0423896199419451, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0423896199419451\n", - "1477\n", - "53019714.80201841\n", - "{'n': 3706, 'm': 9559, 'k_avg': 5.15866162978953, 'intersection_count': 2805, 'streets_per_node_avg': 2.6524554776038856, 'streets_per_node_counts': {0: 0, 1: 901, 2: 5, 3: 2291, 4: 500, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24311926605504589, 2: 0.0013491635186184566, 3: 0.6181867242309768, 4: 0.13491635186184567, 5: 0.0021586616297895305, 6: 0.0002698327037236913}, 'edge_length_total': 910591.1059999958, 'edge_length_avg': 95.26008013390478, 'street_length_total': 459407.90200000064, 'street_length_avg': 94.64522084878465, 'street_segments_count': 4854, 'node_density_km': 69.8985276295548, 'intersection_density_km': 52.9048488939291, 'edge_density_km': 17174.57571019093, 'street_density_km': 8664.85049411302, 'circuity_avg': 1.0881493986599602, 'self_loop_proportion': 0.001987655612511769, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0881493986599602\n", - "1478\n", - "11011149.154489651\n", - "{'n': 339, 'm': 922, 'k_avg': 5.43952802359882, 'intersection_count': 277, 'streets_per_node_avg': 2.8348082595870205, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 210, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18289085545722714, 2: 0.0, 3: 0.6194690265486725, 4: 0.19469026548672566, 5: 0.0029498525073746312}, 'edge_length_total': 140785.24000000002, 'edge_length_avg': 152.69548806941432, 'street_length_total': 70392.62000000002, 'street_length_avg': 152.69548806941438, 'street_segments_count': 461, 'node_density_km': 30.78697738480613, 'intersection_density_km': 25.15632075395663, 'edge_density_km': 12785.699115028034, 'street_density_km': 6392.849557514019, 'circuity_avg': 1.0383103430203395, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0383103430203395\n", - "1479\n", - "7004983.657746749\n", - "{'n': 88, 'm': 252, 'k_avg': 5.7272727272727275, 'intersection_count': 83, 'streets_per_node_avg': 3.034090909090909, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 70, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.056818181818181816, 2: 0.0, 3: 0.7954545454545454, 4: 0.14772727272727273}, 'edge_length_total': 59944.227999999996, 'edge_length_avg': 237.8739206349206, 'street_length_total': 29972.113999999987, 'street_length_avg': 237.87392063492052, 'street_segments_count': 126, 'node_density_km': 12.562484696546235, 'intersection_density_km': 11.848707156969745, 'edge_density_km': 8557.368714730435, 'street_density_km': 4278.684357365216, 'circuity_avg': 1.0407009670797325, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407009670797325\n", - "1480\n", - "29016632.09215103\n", - "error with entry 1480\n", - "1481\n", - "6998745.584477163\n", - "{'n': 195, 'm': 565, 'k_avg': 5.794871794871795, 'intersection_count': 182, 'streets_per_node_avg': 3.194871794871795, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 119, 4: 62, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06666666666666667, 2: 0.0, 3: 0.6102564102564103, 4: 0.31794871794871793, 5: 0.005128205128205128}, 'edge_length_total': 83495.31599999999, 'edge_length_avg': 147.77932035398229, 'street_length_total': 43546.281, 'street_length_avg': 146.12845973154364, 'street_segments_count': 298, 'node_density_km': 27.862135813666292, 'intersection_density_km': 26.004660092755206, 'edge_density_km': 11930.04017536915, 'street_density_km': 6222.012284113211, 'circuity_avg': 1.0228641633894289, 'self_loop_proportion': 0.007079646017699115, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0228641633894289\n", - "1482\n", - "9007158.59397934\n", - "{'n': 425, 'm': 1003, 'k_avg': 4.72, 'intersection_count': 300, 'streets_per_node_avg': 2.468235294117647, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 276, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29411764705882354, 2: 0.0, 3: 0.6494117647058824, 4: 0.05647058823529412}, 'edge_length_total': 136493.67199999987, 'edge_length_avg': 136.08541575274165, 'street_length_total': 68267.925, 'street_length_avg': 135.99188247011952, 'street_segments_count': 502, 'node_density_km': 47.18469155012802, 'intersection_density_km': 33.30684109420802, 'edge_density_km': 15153.910145563153, 'street_density_km': 7579.296432687703, 'circuity_avg': 1.0827553242625438, 'self_loop_proportion': 0.0019940179461615153, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0827553242625438\n", - "1483\n", - "48998805.48845281\n", - "{'n': 2080, 'm': 5712, 'k_avg': 5.492307692307692, 'intersection_count': 1727, 'streets_per_node_avg': 2.8485576923076925, 'streets_per_node_counts': {0: 0, 1: 353, 2: 0, 3: 1344, 4: 375, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16971153846153847, 2: 0.0, 3: 0.6461538461538462, 4: 0.18028846153846154, 5: 0.0038461538461538464}, 'edge_length_total': 718211.3410000005, 'edge_length_avg': 125.73727958683482, 'street_length_total': 364404.9399999995, 'street_length_avg': 124.54030758714951, 'street_segments_count': 2926, 'node_density_km': 42.450014429232944, 'intersection_density_km': 35.24575717273331, 'edge_density_km': 14657.73162917729, 'street_density_km': 7437.016808213338, 'circuity_avg': 1.0512422983552059, 'self_loop_proportion': 0.0024509803921568627, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0512422983552059\n", - "1484\n", - "60006612.94650053\n", - "{'n': 921, 'm': 2588, 'k_avg': 5.619978284473398, 'intersection_count': 764, 'streets_per_node_avg': 2.9098805646036916, 'streets_per_node_counts': {0: 0, 1: 157, 2: 0, 3: 535, 4: 227, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17046688382193267, 2: 0.0, 3: 0.5808903365906624, 4: 0.24647122692725298, 5: 0.002171552660152009}, 'edge_length_total': 428551.16399999993, 'edge_length_avg': 165.59163987635236, 'street_length_total': 215982.99300000016, 'street_length_avg': 164.74675286041202, 'street_segments_count': 1311, 'node_density_km': 15.348308374297451, 'intersection_density_km': 12.731930073792892, 'edge_density_km': 7141.7322684431265, 'street_density_km': 3599.3198481734316, 'circuity_avg': 1.0825082179680143, 'self_loop_proportion': 0.0030911901081916537, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0825082179680143\n", - "1485\n", - "8999809.103399735\n", - "{'n': 191, 'm': 501, 'k_avg': 5.2460732984293195, 'intersection_count': 163, 'streets_per_node_avg': 2.774869109947644, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 150, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14659685863874344, 2: 0.0, 3: 0.7853403141361257, 4: 0.06806282722513089}, 'edge_length_total': 94561.28899999996, 'edge_length_avg': 188.74508782435123, 'street_length_total': 47389.305000000015, 'street_length_avg': 186.5720669291339, 'street_segments_count': 254, 'node_density_km': 21.222672370667123, 'intersection_density_km': 18.11149526920807, 'edge_density_km': 10507.032750758995, 'street_density_km': 5265.5900203592555, 'circuity_avg': 1.0869869975742026, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0869869975742026\n", - "1486\n", - "6000015.008326268\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 567, 'm': 1613, 'k_avg': 5.689594356261023, 'intersection_count': 508, 'streets_per_node_avg': 2.964726631393298, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 412, 4: 94, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10405643738977072, 2: 0.0, 3: 0.7266313932980599, 4: 0.1657848324514991, 5: 0.003527336860670194}, 'edge_length_total': 127100.08899999986, 'edge_length_avg': 78.79732734035949, 'street_length_total': 65071.03199999997, 'street_length_avg': 79.25826065773444, 'street_segments_count': 821, 'node_density_km': 94.49976361945257, 'intersection_density_km': 84.66645488303686, 'edge_density_km': 21183.295179032397, 'street_density_km': 10845.144872087885, 'circuity_avg': 1.0468641803692948, 'self_loop_proportion': 0.0049597024178549285, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0468641803692948\n", - "1487\n", - "6999527.259372012\n", - "{'n': 164, 'm': 419, 'k_avg': 5.109756097560975, 'intersection_count': 132, 'streets_per_node_avg': 2.6951219512195124, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 118, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1951219512195122, 2: 0.0, 3: 0.7195121951219512, 4: 0.08536585365853659}, 'edge_length_total': 71765.52700000003, 'edge_length_avg': 171.2781073985681, 'street_length_total': 35957.313000000024, 'street_length_avg': 169.60996698113217, 'street_segments_count': 212, 'node_density_km': 23.4301537693724, 'intersection_density_km': 18.85841644851925, 'edge_density_km': 10252.910566768582, 'street_density_km': 5137.105931240571, 'circuity_avg': 1.024347410693051, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024347410693051\n", - "1488\n", - "16001891.501368118\n", - "{'n': 585, 'm': 1592, 'k_avg': 5.442735042735043, 'intersection_count': 513, 'streets_per_node_avg': 2.9025641025641025, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 428, 4: 83, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12307692307692308, 2: 0.0, 3: 0.7316239316239316, 4: 0.14188034188034188, 5: 0.003418803418803419}, 'edge_length_total': 184599.25300000014, 'edge_length_avg': 115.95430464824129, 'street_length_total': 95281.78700000001, 'street_length_avg': 114.2467470023981, 'street_segments_count': 834, 'node_density_km': 36.55817813475264, 'intersection_density_km': 32.05871005662924, 'edge_density_km': 11536.089529429531, 'street_density_km': 5954.407764347964, 'circuity_avg': 1.0434992110078956, 'self_loop_proportion': 0.00628140703517588, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0434992110078956\n", - "1489\n", - "33005967.457645997\n", - "{'n': 4635, 'm': 12215, 'k_avg': 5.27076591154261, 'intersection_count': 3861, 'streets_per_node_avg': 2.8217907227615964, 'streets_per_node_counts': {0: 0, 1: 774, 2: 8, 3: 3137, 4: 703, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1669902912621359, 2: 0.001725997842502697, 3: 0.67680690399137, 4: 0.15167206040992448, 5: 0.0025889967637540453, 6: 0.0002157497303128371}, 'edge_length_total': 873690.0850000097, 'edge_length_avg': 71.52599959066801, 'street_length_total': 452624.4399999986, 'street_length_avg': 70.01151430781107, 'street_segments_count': 6465, 'node_density_km': 140.42915136324171, 'intersection_density_km': 116.97884647539942, 'edge_density_km': 26470.67037562673, 'street_density_km': 13713.412296755627, 'circuity_avg': 1.0601708434023143, 'self_loop_proportion': 0.001882930822758903, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0601708434023143\n", - "1490\n", - "17997253.786216345\n", - "{'n': 576, 'm': 1636, 'k_avg': 5.680555555555555, 'intersection_count': 493, 'streets_per_node_avg': 2.921875, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 375, 4: 115, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1440972222222222, 2: 0.0, 3: 0.6510416666666666, 4: 0.1996527777777778, 5: 0.005208333333333333}, 'edge_length_total': 249935.98500000025, 'edge_length_avg': 152.7726069682153, 'street_length_total': 125192.01700000012, 'street_length_avg': 152.30172384428238, 'street_segments_count': 822, 'node_density_km': 32.004882902809555, 'intersection_density_km': 27.393068178967205, 'edge_density_km': 13887.451272783634, 'street_density_km': 6956.1733410617135, 'circuity_avg': 1.0414662334028266, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0414662334028266\n", - "1491\n", - "6999249.484846281\n", - "{'n': 318, 'm': 891, 'k_avg': 5.60377358490566, 'intersection_count': 291, 'streets_per_node_avg': 3.040880503144654, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 226, 4: 63, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08490566037735849, 2: 0.0, 3: 0.710691823899371, 4: 0.19811320754716982, 5: 0.006289308176100629}, 'edge_length_total': 121622.23900000006, 'edge_length_avg': 136.50082940516282, 'street_length_total': 63388.16499999999, 'street_length_avg': 136.6124245689655, 'street_segments_count': 464, 'node_density_km': 45.433442641026815, 'intersection_density_km': 41.575886190373595, 'edge_density_km': 17376.468614716217, 'street_density_km': 9056.423140400764, 'circuity_avg': 1.0232691700419827, 'self_loop_proportion': 0.004489337822671156, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0232691700419827\n", - "1492\n", - "15003475.123554552\n", - "{'n': 224, 'm': 585, 'k_avg': 5.223214285714286, 'intersection_count': 191, 'streets_per_node_avg': 2.825892857142857, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 164, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14732142857142858, 2: 0.0, 3: 0.7321428571428571, 4: 0.12053571428571429}, 'edge_length_total': 106605.62399999997, 'edge_length_avg': 182.23183589743584, 'street_length_total': 53330.92200000006, 'street_length_avg': 182.0167986348125, 'street_segments_count': 293, 'node_density_km': 14.929874456107406, 'intersection_density_km': 12.730384022841582, 'edge_density_km': 7105.39545819192, 'street_density_km': 3554.571295037756, 'circuity_avg': 1.060460707180593, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060460707180593\n", - "1493\n", - "15012824.49692701\n", - "{'n': 269, 'm': 717, 'k_avg': 5.330855018587361, 'intersection_count': 224, 'streets_per_node_avg': 2.802973977695167, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 188, 4: 35, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16728624535315986, 2: 0.0, 3: 0.6988847583643123, 4: 0.13011152416356878, 5: 0.0037174721189591076}, 'edge_length_total': 146569.38199999984, 'edge_length_avg': 204.42033751743352, 'street_length_total': 73636.92799999999, 'street_length_avg': 201.74500821917803, 'street_segments_count': 365, 'node_density_km': 17.918014032273664, 'intersection_density_km': 14.920576740629372, 'edge_density_km': 9762.945142667942, 'street_density_km': 4904.934978429462, 'circuity_avg': 1.041003862792364, 'self_loop_proportion': 0.002789400278940028, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041003862792364\n", - "1494\n", - "6000594.85383157\n", - "{'n': 151, 'm': 436, 'k_avg': 5.774834437086093, 'intersection_count': 133, 'streets_per_node_avg': 3.0596026490066226, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 88, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11920529801324503, 2: 0.0, 3: 0.5827814569536424, 4: 0.2980132450331126}, 'edge_length_total': 73606.98799999997, 'edge_length_avg': 168.823366972477, 'street_length_total': 36803.494000000006, 'street_length_avg': 168.8233669724771, 'street_segments_count': 218, 'node_density_km': 25.16417183266118, 'intersection_density_km': 22.164469230092298, 'edge_density_km': 12266.615192825355, 'street_density_km': 6133.307596412681, 'circuity_avg': 1.037414567283584, 'self_loop_proportion': 0.0045871559633027525, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.037414567283584\n", - "1495\n", - "17000577.817912243\n", - "{'n': 1159, 'm': 3014, 'k_avg': 5.2010353753235545, 'intersection_count': 978, 'streets_per_node_avg': 2.815358067299396, 'streets_per_node_counts': {0: 0, 1: 181, 2: 4, 3: 824, 4: 148, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15616911130284727, 2: 0.003451251078515962, 3: 0.7109577221742882, 4: 0.1276962899050906, 5: 0.001725625539257981}, 'edge_length_total': 294140.44100000046, 'edge_length_avg': 97.59138719309902, 'street_length_total': 153820.56899999978, 'street_length_avg': 96.0178333333332, 'street_segments_count': 1602, 'node_density_km': 68.17415339723618, 'intersection_density_km': 57.527456447365815, 'edge_density_km': 17301.790806785786, 'street_density_km': 9047.961230937133, 'circuity_avg': 1.072854357919465, 'self_loop_proportion': 0.0053085600530856005, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072854357919465\n", - "1496\n", - "16997382.643503003\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1360, 'm': 3684, 'k_avg': 5.41764705882353, 'intersection_count': 1117, 'streets_per_node_avg': 2.838235294117647, 'streets_per_node_counts': {0: 0, 1: 243, 2: 3, 3: 849, 4: 261, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1786764705882353, 2: 0.0022058823529411764, 3: 0.6242647058823529, 4: 0.19191176470588237, 5: 0.0029411764705882353}, 'edge_length_total': 301608.5840000004, 'edge_length_avg': 81.86986536373517, 'street_length_total': 154982.23000000042, 'street_length_avg': 81.78481794195272, 'street_segments_count': 1895, 'node_density_km': 80.01231886839, 'intersection_density_km': 65.71600012940561, 'edge_density_km': 17744.41337974384, 'street_density_km': 9118.0055924222, 'circuity_avg': 1.0292482803041094, 'self_loop_proportion': 0.0010857763300760044, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0292482803041094\n", - "1497\n", - "6004709.904791117\n", - "{'n': 318, 'm': 840, 'k_avg': 5.283018867924528, 'intersection_count': 266, 'streets_per_node_avg': 2.7452830188679247, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 243, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16352201257861634, 2: 0.0, 3: 0.7641509433962265, 4: 0.07232704402515723}, 'edge_length_total': 92746.85300000003, 'edge_length_avg': 110.41292023809528, 'street_length_total': 46418.519000000015, 'street_length_avg': 110.25776484560573, 'street_segments_count': 421, 'node_density_km': 52.95842847400005, 'intersection_density_km': 44.298559666930856, 'edge_density_km': 15445.68421631792, 'street_density_km': 7730.351629970167, 'circuity_avg': 1.0905517205441861, 'self_loop_proportion': 0.002380952380952381, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0905517205441861\n", - "1498\n", - "4999525.725919909\n", - "{'n': 136, 'm': 360, 'k_avg': 5.294117647058823, 'intersection_count': 120, 'streets_per_node_avg': 2.8088235294117645, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 114, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11764705882352941, 2: 0.0, 3: 0.8382352941176471, 4: 0.04411764705882353}, 'edge_length_total': 66721.954, 'edge_length_avg': 185.3387611111111, 'street_length_total': 33360.97699999999, 'street_length_avg': 185.33876111111107, 'street_segments_count': 180, 'node_density_km': 27.202580295749176, 'intersection_density_km': 24.00227673154339, 'edge_density_km': 13345.656699810905, 'street_density_km': 6672.8283499054505, 'circuity_avg': 1.0425516684432425, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0425516684432425\n", - "1499\n", - "5002578.236637579\n", - "{'n': 209, 'm': 482, 'k_avg': 4.6124401913875595, 'intersection_count': 149, 'streets_per_node_avg': 2.478468899521531, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 138, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28708133971291866, 2: 0.0, 3: 0.6602870813397129, 4: 0.05263157894736842}, 'edge_length_total': 62978.81399999993, 'edge_length_avg': 130.66143983402475, 'street_length_total': 31612.858, 'street_length_avg': 130.0940658436214, 'street_segments_count': 243, 'node_density_km': 41.77845705027429, 'intersection_density_km': 29.784641629142914, 'edge_density_km': 12589.27117596273, 'street_density_km': 6319.313063107273, 'circuity_avg': 1.0885570935668474, 'self_loop_proportion': 0.004149377593360996, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0885570935668474\n", - "1500\n", - "15998546.724324487\n", - "{'n': 823, 'm': 2320, 'k_avg': 5.637910085054678, 'intersection_count': 713, 'streets_per_node_avg': 2.885783718104496, 'streets_per_node_counts': {0: 0, 1: 110, 2: 0, 3: 588, 4: 124, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1336573511543135, 2: 0.0, 3: 0.7144592952612394, 4: 0.15066828675577157, 5: 0.001215066828675577}, 'edge_length_total': 289109.8050000011, 'edge_length_avg': 124.61629525862116, 'street_length_total': 144939.19900000014, 'street_length_avg': 124.30463036020595, 'street_segments_count': 1166, 'node_density_km': 51.44217247862242, 'intersection_density_km': 44.56654796750642, 'edge_density_km': 18071.004196927035, 'street_density_km': 9059.522811508366, 'circuity_avg': 1.0455564244047277, 'self_loop_proportion': 0.0008620689655172414, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0455564244047277\n", - "1501\n", - "9000472.888279717\n", - "{'n': 444, 'm': 1238, 'k_avg': 5.576576576576577, 'intersection_count': 391, 'streets_per_node_avg': 2.8671171171171173, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 346, 4: 43, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11936936936936937, 2: 0.0, 3: 0.7792792792792793, 4: 0.09684684684684684, 5: 0.0045045045045045045}, 'edge_length_total': 156410.57799999992, 'edge_length_avg': 126.34133925686585, 'street_length_total': 78205.28899999993, 'street_length_avg': 126.34133925686581, 'street_segments_count': 619, 'node_density_km': 49.33074134117667, 'intersection_density_km': 43.44216185675693, 'edge_density_km': 17378.040014283637, 'street_density_km': 8689.020007141815, 'circuity_avg': 1.0417456883961598, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0417456883961598\n", - "1502\n", - "21016638.518025182\n", - "{'n': 1938, 'm': 5028, 'k_avg': 5.188854489164087, 'intersection_count': 1604, 'streets_per_node_avg': 2.782249742002064, 'streets_per_node_counts': {0: 0, 1: 334, 2: 5, 3: 1354, 4: 240, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17234262125902994, 2: 0.0025799793601651187, 3: 0.6986584107327142, 4: 0.1238390092879257, 5: 0.0020639834881320948, 6: 0.0005159958720330237}, 'edge_length_total': 428314.3549999992, 'edge_length_avg': 85.18583035003962, 'street_length_total': 224079.3269999996, 'street_length_avg': 84.43079389600588, 'street_segments_count': 2654, 'node_density_km': 92.21265324318396, 'intersection_density_km': 76.32048287000366, 'edge_density_km': 20379.774559697074, 'street_density_km': 10661.996532310111, 'circuity_avg': 1.0615628219198727, 'self_loop_proportion': 0.003579952267303103, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0615628219198727\n", - "1503\n", - "11001521.652925815\n", - "{'n': 710, 'm': 1810, 'k_avg': 5.098591549295775, 'intersection_count': 624, 'streets_per_node_avg': 2.888732394366197, 'streets_per_node_counts': {0: 0, 1: 86, 2: 2, 3: 528, 4: 93, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12112676056338029, 2: 0.0028169014084507044, 3: 0.7436619718309859, 4: 0.13098591549295774, 5: 0.0014084507042253522}, 'edge_length_total': 191879.8370000003, 'edge_length_avg': 106.01095966850845, 'street_length_total': 101062.50099999993, 'street_length_avg': 103.44165916069593, 'street_segments_count': 977, 'node_density_km': 64.53652707315975, 'intersection_density_km': 56.71942661077701, 'edge_density_km': 17441.208866681685, 'street_density_km': 9186.229340658774, 'circuity_avg': 1.0387115693586504, 'self_loop_proportion': 0.0038674033149171273, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0387115693586504\n", - "1504\n", - "14012887.769762443\n", - "{'n': 284, 'm': 598, 'k_avg': 4.211267605633803, 'intersection_count': 180, 'streets_per_node_avg': 2.2816901408450705, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 176, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.36619718309859156, 2: 0.0, 3: 0.6197183098591549, 4: 0.014084507042253521}, 'edge_length_total': 94536.92599999999, 'edge_length_avg': 158.0885050167224, 'street_length_total': 47372.12300000003, 'street_length_avg': 157.90707666666677, 'street_segments_count': 300, 'node_density_km': 20.26705734508388, 'intersection_density_km': 12.845318035616543, 'edge_density_km': 6746.427114330813, 'street_density_km': 3380.6110330963647, 'circuity_avg': 1.0739353571768802, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0739353571768802\n", - "1505\n", - "10004893.229269966\n", - "{'n': 893, 'm': 2228, 'k_avg': 4.989921612541993, 'intersection_count': 672, 'streets_per_node_avg': 2.6024636058230683, 'streets_per_node_counts': {0: 0, 1: 221, 2: 2, 3: 586, 4: 82, 5: 1, 6: 0, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24748040313549832, 2: 0.0022396416573348264, 3: 0.6562150055991042, 4: 0.09182530795072788, 5: 0.0011198208286674132, 6: 0.0, 7: 0.0, 8: 0.0011198208286674132}, 'edge_length_total': 190030.27599999987, 'edge_length_avg': 85.29186535008971, 'street_length_total': 95335.8500000001, 'street_length_avg': 84.89390026714167, 'street_segments_count': 1123, 'node_density_km': 89.25632483387933, 'intersection_density_km': 67.16713358159788, 'edge_density_km': 18993.733530714144, 'street_density_km': 9528.922279858905, 'circuity_avg': 1.0571704427158672, 'self_loop_proportion': 0.0026929982046678637, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571704427158672\n", - "1506\n", - "6999583.772830066\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 441, 'm': 1230, 'k_avg': 5.578231292517007, 'intersection_count': 385, 'streets_per_node_avg': 2.9183673469387754, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 309, 4: 76}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12698412698412698, 2: 0.0, 3: 0.7006802721088435, 4: 0.17233560090702948}, 'edge_length_total': 127541.18700000024, 'edge_length_avg': 103.6920219512197, 'street_length_total': 64312.46399999994, 'street_length_avg': 102.408382165605, 'street_segments_count': 628, 'node_density_km': 63.003746267286296, 'intersection_density_km': 55.003270550805496, 'edge_density_km': 18221.253025797116, 'street_density_km': 9188.04118748295, 'circuity_avg': 1.0300218167526352, 'self_loop_proportion': 0.0016260162601626016, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0300218167526352\n", - "1507\n", - "63045581.424365826\n", - "{'n': 4931, 'm': 12255, 'k_avg': 4.97059419995944, 'intersection_count': 3946, 'streets_per_node_avg': 2.7852362603934293, 'streets_per_node_counts': {0: 0, 1: 985, 2: 14, 3: 3054, 4: 833, 5: 43, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19975664165483675, 2: 0.002839180693571284, 3: 0.6193469884404786, 4: 0.1689312512674914, 5: 0.008720340701683229, 6: 0.00040559724193875484}, 'edge_length_total': 957160.8040000017, 'edge_length_avg': 78.10369677682593, 'street_length_total': 508903.5059999982, 'street_length_avg': 74.7617902159539, 'street_segments_count': 6807, 'node_density_km': 78.21325283383412, 'intersection_density_km': 62.58963611484677, 'edge_density_km': 15182.04420318152, 'street_density_km': 8071.993223038425, 'circuity_avg': 1.0732038763332632, 'self_loop_proportion': 0.002284781721746226, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0732038763332632\n", - "1508\n", - "11000627.959390903\n", - "{'n': 658, 'm': 1766, 'k_avg': 5.367781155015198, 'intersection_count': 520, 'streets_per_node_avg': 2.721884498480243, 'streets_per_node_counts': {0: 0, 1: 138, 2: 0, 3: 427, 4: 93}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20972644376899696, 2: 0.0, 3: 0.648936170212766, 4: 0.1413373860182371}, 'edge_length_total': 187581.10399999996, 'edge_length_avg': 106.21806568516419, 'street_length_total': 93790.55199999997, 'street_length_avg': 106.21806568516418, 'street_segments_count': 883, 'node_density_km': 59.81476715956796, 'intersection_density_km': 47.27002875832118, 'edge_density_km': 17051.854193456988, 'street_density_km': 8525.927096728494, 'circuity_avg': 1.0287252518726524, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0287252518726524\n", - "1509\n", - "7002297.29307097\n", - "{'n': 204, 'm': 559, 'k_avg': 5.480392156862745, 'intersection_count': 181, 'streets_per_node_avg': 2.9705882352941178, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 143, 4: 36, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11274509803921569, 2: 0.0, 3: 0.7009803921568627, 4: 0.17647058823529413, 5: 0.00980392156862745}, 'edge_length_total': 93732.78199999999, 'edge_length_avg': 167.6793953488372, 'street_length_total': 47187.122999999985, 'street_length_avg': 162.71421724137926, 'street_segments_count': 290, 'node_density_km': 29.133296040124645, 'intersection_density_km': 25.848659721875297, 'edge_density_km': 13386.004346423855, 'street_density_km': 6738.805998239089, 'circuity_avg': 1.0285655290268054, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0285655290268054\n", - "1510\n", - "11006190.026791982\n", - "{'n': 256, 'm': 657, 'k_avg': 5.1328125, 'intersection_count': 199, 'streets_per_node_avg': 2.60546875, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 186, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22265625, 2: 0.0, 3: 0.7265625, 4: 0.05078125}, 'edge_length_total': 98099.45600000002, 'edge_length_avg': 149.31424048706245, 'street_length_total': 49102.895999999986, 'street_length_avg': 149.248924012158, 'street_segments_count': 329, 'node_density_km': 23.25963838320329, 'intersection_density_km': 18.08073452444318, 'edge_density_km': 8913.116688081884, 'street_density_km': 4461.389080187651, 'circuity_avg': 1.0861079930690707, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0861079930690707\n", - "1511\n", - "96076764.6274426\n", - "error with entry 1511\n", - "1512\n", - "57993138.35770964\n", - "{'n': 3155, 'm': 7478, 'k_avg': 4.740412044374009, 'intersection_count': 2441, 'streets_per_node_avg': 2.6234548335974646, 'streets_per_node_counts': {0: 0, 1: 714, 2: 9, 3: 2188, 4: 240, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22630744849445325, 2: 0.0028526148969889066, 3: 0.6935023771790808, 4: 0.07606973058637084, 5: 0.0009508716323296355, 6: 0.0003169572107765452}, 'edge_length_total': 783369.7590000025, 'edge_length_avg': 104.75658718908834, 'street_length_total': 410865.89999999927, 'street_length_avg': 100.65308672219483, 'street_segments_count': 4082, 'node_density_km': 54.40298782486174, 'intersection_density_km': 42.091186459742474, 'edge_density_km': 13507.973204831067, 'street_density_km': 7084.732981093763, 'circuity_avg': 1.0739330095019204, 'self_loop_proportion': 0.004011767852366943, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0739330095019204\n", - "1513\n", - "16996945.738038786\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.7142857142857144, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.8571428571428571}, 'edge_length_total': 4195.0019999999995, 'edge_length_avg': 299.643, 'street_length_total': 2097.501, 'street_length_avg': 299.64300000000003, 'street_segments_count': 7, 'node_density_km': 0.411838697839351, 'intersection_density_km': 0.3530045981480151, 'edge_density_km': 246.80916587335327, 'street_density_km': 123.40458293667666, 'circuity_avg': 1.0700435759453635, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0700435759453635\n", - "1514\n", - "27999987.08956395\n", - "{'n': 906, 'm': 2458, 'k_avg': 5.4260485651214125, 'intersection_count': 744, 'streets_per_node_avg': 2.8002207505518766, 'streets_per_node_counts': {0: 0, 1: 162, 2: 0, 3: 608, 4: 131, 5: 3, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17880794701986755, 2: 0.0, 3: 0.6710816777041942, 4: 0.1445916114790287, 5: 0.0033112582781456954, 6: 0.002207505518763797}, 'edge_length_total': 278826.94999999955, 'edge_length_avg': 113.43651342554904, 'street_length_total': 140545.83699999997, 'street_length_avg': 113.34341693548384, 'street_segments_count': 1240, 'node_density_km': 32.35715777660772, 'intersection_density_km': 26.57144082317455, 'edge_density_km': 9958.1099486979, 'street_density_km': 5019.496492996016, 'circuity_avg': 1.053721506037455, 'self_loop_proportion': 0.0024410089503661514, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053721506037455\n", - "1515\n", - "9998102.427218556\n", - "{'n': 701, 'm': 1924, 'k_avg': 5.489300998573467, 'intersection_count': 599, 'streets_per_node_avg': 2.831669044222539, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 514, 4: 84, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14550641940085593, 2: 0.0, 3: 0.7332382310984308, 4: 0.11982881597717546, 5: 0.0014265335235378032}, 'edge_length_total': 197843.66699999993, 'edge_length_avg': 102.82934875259872, 'street_length_total': 99779.51300000002, 'street_length_avg': 102.65381995884776, 'street_segments_count': 972, 'node_density_km': 70.11330450982548, 'intersection_density_km': 59.911368618238896, 'edge_density_km': 19788.121640102006, 'street_density_km': 9979.845048232657, 'circuity_avg': 1.042601058388886, 'self_loop_proportion': 0.004158004158004158, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042601058388886\n", - "1516\n", - "10997512.324043633\n", - "{'n': 434, 'm': 1285, 'k_avg': 5.921658986175115, 'intersection_count': 387, 'streets_per_node_avg': 3.0668202764976957, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 265, 4: 121, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10829493087557604, 2: 0.0, 3: 0.6105990783410138, 4: 0.27880184331797236, 5: 0.002304147465437788}, 'edge_length_total': 185788.76899999997, 'edge_length_avg': 144.5826996108949, 'street_length_total': 93479.92299999991, 'street_length_avg': 144.48210664605858, 'street_segments_count': 647, 'node_density_km': 39.46347021145453, 'intersection_density_km': 35.18977643279471, 'edge_density_km': 16893.70864298227, 'street_density_km': 8500.097135206359, 'circuity_avg': 1.0253768571379955, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0253768571379955\n", - "1517\n", - "35005925.91784146\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 837, 'm': 2219, 'k_avg': 5.3022700119474315, 'intersection_count': 666, 'streets_per_node_avg': 2.7538829151732376, 'streets_per_node_counts': {0: 0, 1: 171, 2: 2, 3: 527, 4: 136, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20430107526881722, 2: 0.0023894862604540022, 3: 0.6296296296296297, 4: 0.16248506571087215, 5: 0.0011947431302270011}, 'edge_length_total': 331058.9280000013, 'edge_length_avg': 149.1928472284819, 'street_length_total': 167661.574, 'street_length_avg': 148.76803371783495, 'street_segments_count': 1127, 'node_density_km': 23.91023742564131, 'intersection_density_km': 19.025350209650075, 'edge_density_km': 9457.22529314017, 'street_density_km': 4789.519762839582, 'circuity_avg': 1.0487030909438162, 'self_loop_proportion': 0.004506534474988734, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0487030909438162\n", - "1518\n", - "9004572.01603939\n", - "{'n': 515, 'm': 1317, 'k_avg': 5.114563106796116, 'intersection_count': 432, 'streets_per_node_avg': 2.81747572815534, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 362, 4: 68, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16116504854368932, 2: 0.0, 3: 0.7029126213592233, 4: 0.13203883495145632, 5: 0.003883495145631068}, 'edge_length_total': 125621.33699999998, 'edge_length_avg': 95.38446241457858, 'street_length_total': 64681.98900000007, 'street_length_avg': 91.877825284091, 'street_segments_count': 704, 'node_density_km': 57.19316799095576, 'intersection_density_km': 47.975628295326, 'edge_density_km': 13950.839282115467, 'street_density_km': 7183.238568672148, 'circuity_avg': 1.0395593746567662, 'self_loop_proportion': 0.004555808656036446, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0395593746567662\n", - "1519\n", - "9000705.406468797\n", - "{'n': 261, 'm': 705, 'k_avg': 5.402298850574713, 'intersection_count': 232, 'streets_per_node_avg': 2.9272030651340994, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 193, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.7394636015325671, 4: 0.14942528735632185}, 'edge_length_total': 101425.41900000007, 'edge_length_avg': 143.86584255319158, 'street_length_total': 51252.361999999965, 'street_length_avg': 142.76423955431744, 'street_segments_count': 359, 'node_density_km': 28.99772720173905, 'intersection_density_km': 25.775757512656934, 'edge_density_km': 11268.607783463918, 'street_density_km': 5694.260581305654, 'circuity_avg': 1.0448005857662472, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0448005857662472\n", - "1520\n", - "2999949.7812118437\n", - "{'n': 43, 'm': 122, 'k_avg': 5.674418604651163, 'intersection_count': 37, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 25, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13953488372093023, 2: 0.0, 3: 0.5813953488372093, 4: 0.27906976744186046}, 'edge_length_total': 14785.615999999998, 'edge_length_avg': 121.19357377049178, 'street_length_total': 7392.807999999997, 'street_length_avg': 121.19357377049175, 'street_segments_count': 61, 'node_density_km': 14.333573271559883, 'intersection_density_km': 12.333539791807342, 'edge_density_km': 4928.621169794143, 'street_density_km': 2464.3105848970704, 'circuity_avg': 1.026411427014633, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.026411427014633\n", - "1521\n", - "28998137.12250578\n", - "{'n': 708, 'm': 1951, 'k_avg': 5.511299435028248, 'intersection_count': 587, 'streets_per_node_avg': 2.8545197740112993, 'streets_per_node_counts': {0: 0, 1: 121, 2: 0, 3: 448, 4: 139}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1709039548022599, 2: 0.0, 3: 0.632768361581921, 4: 0.1963276836158192}, 'edge_length_total': 287432.1000000004, 'edge_length_avg': 147.3255253716045, 'street_length_total': 144522.15499999994, 'street_length_avg': 146.5741937119675, 'street_segments_count': 986, 'node_density_km': 24.415361476807185, 'intersection_density_km': 20.242679642494092, 'edge_density_km': 9912.088448499717, 'street_density_km': 4983.842734084965, 'circuity_avg': 1.0839404385217553, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0839404385217553\n", - "1522\n", - "8002951.89544124\n", - "{'n': 554, 'm': 1542, 'k_avg': 5.566787003610108, 'intersection_count': 478, 'streets_per_node_avg': 2.911552346570397, 'streets_per_node_counts': {0: 0, 1: 76, 2: 1, 3: 375, 4: 100, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1371841155234657, 2: 0.0018050541516245488, 3: 0.6768953068592057, 4: 0.18050541516245489, 5: 0.0036101083032490976}, 'edge_length_total': 162253.20199999984, 'edge_length_avg': 105.22256939040197, 'street_length_total': 81896.964, 'street_length_avg': 104.46041326530613, 'street_segments_count': 784, 'node_density_km': 69.22445708009037, 'intersection_density_km': 59.72796116296607, 'edge_density_km': 20274.16934649138, 'street_density_km': 10233.344529616801, 'circuity_avg': 1.0559486022292401, 'self_loop_proportion': 0.004539559014267186, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0559486022292401\n", - "1523\n", - "10998481.821232956\n", - "{'n': 332, 'm': 883, 'k_avg': 5.319277108433735, 'intersection_count': 283, 'streets_per_node_avg': 2.8373493975903616, 'streets_per_node_counts': {0: 0, 1: 49, 2: 2, 3: 236, 4: 44, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14759036144578314, 2: 0.006024096385542169, 3: 0.7108433734939759, 4: 0.13253012048192772, 5: 0.0030120481927710845}, 'edge_length_total': 127027.25600000023, 'edge_length_avg': 143.85872706681792, 'street_length_total': 64202.83999999997, 'street_length_avg': 140.18087336244534, 'street_segments_count': 458, 'node_density_km': 30.185984338225875, 'intersection_density_km': 25.73082399915037, 'edge_density_km': 11549.526385975349, 'street_density_km': 5837.427478041027, 'circuity_avg': 1.0347085149326969, 'self_loop_proportion': 0.006795016987542469, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0347085149326969\n", - "1524\n", - "7999049.951385468\n", - "{'n': 283, 'm': 773, 'k_avg': 5.4628975265017665, 'intersection_count': 246, 'streets_per_node_avg': 2.8798586572438163, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 207, 4: 38, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13074204946996468, 2: 0.0, 3: 0.7314487632508834, 4: 0.13427561837455831, 5: 0.0035335689045936395}, 'edge_length_total': 112253.52999999997, 'edge_length_avg': 145.21802069857694, 'street_length_total': 56526.34799999998, 'street_length_avg': 143.83294656488545, 'street_segments_count': 393, 'node_density_km': 35.37920149517046, 'intersection_density_km': 30.75365218308104, 'edge_density_km': 14033.357796516471, 'street_density_km': 7066.632705576415, 'circuity_avg': 1.0390924920580413, 'self_loop_proportion': 0.00258732212160414, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0390924920580413\n", - "1525\n", - "15001650.768720146\n", - "{'n': 823, 'm': 2377, 'k_avg': 5.7764277035236935, 'intersection_count': 729, 'streets_per_node_avg': 3.0729040097205345, 'streets_per_node_counts': {0: 0, 1: 94, 2: 1, 3: 487, 4: 233, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11421628189550426, 2: 0.001215066828675577, 3: 0.5917375455650061, 4: 0.28311057108140947, 5: 0.009720534629404616}, 'edge_length_total': 290970.6009999994, 'edge_length_avg': 122.41085443836744, 'street_length_total': 150740.96699999995, 'street_length_avg': 122.45407554833464, 'street_segments_count': 1231, 'node_density_km': 54.86062918595815, 'intersection_density_km': 48.59465209789003, 'edge_density_km': 19395.905523057532, 'street_density_km': 10048.29197292801, 'circuity_avg': 1.042001784762306, 'self_loop_proportion': 0.0008413967185527977, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042001784762306\n", - "1526\n", - "9002049.315330245\n", - "{'n': 533, 'm': 1357, 'k_avg': 5.0919324577861165, 'intersection_count': 439, 'streets_per_node_avg': 2.7560975609756095, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 382, 4: 56, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17636022514071295, 2: 0.0, 3: 0.7166979362101313, 4: 0.1050656660412758, 5: 0.001876172607879925}, 'edge_length_total': 165340.1939999997, 'edge_length_avg': 121.84244215180523, 'street_length_total': 88094.71000000006, 'street_length_avg': 126.93762247838626, 'street_segments_count': 694, 'node_density_km': 59.20874029120408, 'intersection_density_km': 48.76667352314933, 'edge_density_km': 18366.950480756626, 'street_density_km': 9786.072805664058, 'circuity_avg': 1.072132688272914, 'self_loop_proportion': 0.0029476787030213707, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072132688272914\n", - "1527\n", - "11998372.712752597\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 341, 'm': 928, 'k_avg': 5.442815249266862, 'intersection_count': 308, 'streets_per_node_avg': 2.9530791788856305, 'streets_per_node_counts': {0: 0, 1: 33, 2: 2, 3: 254, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0967741935483871, 2: 0.005865102639296188, 3: 0.7448680351906158, 4: 0.15249266862170088}, 'edge_length_total': 145424.97000000012, 'edge_length_avg': 156.70794181034495, 'street_length_total': 76284.07900000006, 'street_length_avg': 158.26572406639016, 'street_segments_count': 482, 'node_density_km': 28.420520695907747, 'intersection_density_km': 25.67014772533603, 'edge_density_km': 12120.391113157673, 'street_density_km': 6357.868756562355, 'circuity_avg': 1.0373075994673087, 'self_loop_proportion': 0.008620689655172414, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0373075994673087\n", - "1528\n", - "6998976.261692243\n", - "{'n': 175, 'm': 488, 'k_avg': 5.577142857142857, 'intersection_count': 159, 'streets_per_node_avg': 2.9257142857142857, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 140, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09142857142857143, 2: 0.0, 3: 0.8, 4: 0.10857142857142857}, 'edge_length_total': 80294.4819999999, 'edge_length_avg': 164.53787295081946, 'street_length_total': 40181.395, 'street_length_avg': 164.005693877551, 'street_segments_count': 245, 'node_density_km': 25.00365674303455, 'intersection_density_km': 22.717608126528535, 'edge_density_km': 11472.318093072936, 'street_density_km': 5741.038903064484, 'circuity_avg': 1.0413716780405629, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0413716780405629\n", - "1529\n", - "6000754.8897061\n", - "{'n': 371, 'm': 1030, 'k_avg': 5.55256064690027, 'intersection_count': 323, 'streets_per_node_avg': 2.8652291105121295, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 277, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1293800539083558, 2: 0.0, 3: 0.7466307277628033, 4: 0.12398921832884097}, 'edge_length_total': 104865.4539999999, 'edge_length_avg': 101.81112038834941, 'street_length_total': 52432.72700000004, 'street_length_avg': 101.8111203883496, 'street_segments_count': 515, 'node_density_km': 61.82555475419035, 'intersection_density_km': 53.8265611471792, 'edge_density_km': 17475.377002965022, 'street_density_km': 8737.688501482527, 'circuity_avg': 1.035664593296768, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035664593296768\n", - "1530\n", - "64012424.09244114\n", - "{'n': 5562, 'm': 15494, 'k_avg': 5.571377202445164, 'intersection_count': 4832, 'streets_per_node_avg': 2.9048903272204245, 'streets_per_node_counts': {0: 0, 1: 730, 2: 14, 3: 3895, 4: 903, 5: 18, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1312477526069759, 2: 0.0025170801869830997, 3: 0.7002876663070838, 4: 0.16235167206040993, 5: 0.003236245954692557, 6: 0.0003595828838547285}, 'edge_length_total': 1401546.7729999935, 'edge_length_avg': 90.4573882147924, 'street_length_total': 718225.4669999967, 'street_length_avg': 90.24066679231018, 'street_segments_count': 7959, 'node_density_km': 86.88938247312501, 'intersection_density_km': 75.4853462981194, 'edge_density_km': 21894.917945553858, 'street_density_km': 11220.094804764749, 'circuity_avg': 1.0479434555815608, 'self_loop_proportion': 0.004776042338969924, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0479434555815608\n", - "1531\n", - "5002087.644857487\n", - "{'n': 382, 'm': 1032, 'k_avg': 5.403141361256544, 'intersection_count': 344, 'streets_per_node_avg': 2.9293193717277486, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 298, 4: 43, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09947643979057591, 2: 0.0, 3: 0.7801047120418848, 4: 0.112565445026178, 5: 0.007853403141361256}, 'edge_length_total': 107143.51399999985, 'edge_length_avg': 103.82123449612389, 'street_length_total': 55517.592, 'street_length_avg': 104.35637593984961, 'street_segments_count': 532, 'node_density_km': 76.36811409986468, 'intersection_density_km': 68.77128599568967, 'edge_density_km': 21419.759429875492, 'street_density_km': 11098.88429425585, 'circuity_avg': 1.037241794178496, 'self_loop_proportion': 0.001937984496124031, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.037241794178496\n", - "1532\n", - "40028546.28644671\n", - "{'n': 3428, 'm': 8997, 'k_avg': 5.249124854142357, 'intersection_count': 2843, 'streets_per_node_avg': 2.8313885647607933, 'streets_per_node_counts': {0: 0, 1: 585, 2: 8, 3: 2256, 4: 563, 5: 11, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1706534422403734, 2: 0.002333722287047841, 3: 0.6581096849474912, 4: 0.16423570595099182, 5: 0.0032088681446907816, 6: 0.0014585764294049008}, 'edge_length_total': 788700.0300000018, 'edge_length_avg': 87.66255751917325, 'street_length_total': 417465.0670000004, 'street_length_avg': 87.24452810867302, 'street_segments_count': 4785, 'node_density_km': 85.63888319773153, 'intersection_density_km': 71.02431299041737, 'edge_density_km': 19703.43924948002, 'street_density_km': 10429.183813286523, 'circuity_avg': 1.0769800015521156, 'self_loop_proportion': 0.006446593308880738, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0769800015521156\n", - "1533\n", - "10999955.424344148\n", - "{'n': 324, 'm': 864, 'k_avg': 5.333333333333333, 'intersection_count': 263, 'streets_per_node_avg': 2.7098765432098766, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 235, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1882716049382716, 2: 0.0, 3: 0.7253086419753086, 4: 0.08641975308641975}, 'edge_length_total': 110157.00800000002, 'edge_length_avg': 127.49653703703706, 'street_length_total': 55078.503999999986, 'street_length_avg': 127.496537037037, 'street_segments_count': 432, 'node_density_km': 29.454664814636544, 'intersection_density_km': 23.90918779706608, 'edge_density_km': 10014.314035874188, 'street_density_km': 5007.157017937092, 'circuity_avg': 1.0380661263436424, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0380661263436424\n", - "1534\n", - "6999051.842471324\n", - "{'n': 371, 'm': 1003, 'k_avg': 5.407008086253369, 'intersection_count': 308, 'streets_per_node_avg': 2.8274932614555257, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 246, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16981132075471697, 2: 0.0, 3: 0.6630727762803235, 4: 0.16711590296495957}, 'edge_length_total': 112886.7799999999, 'edge_length_avg': 112.54913260219331, 'street_length_total': 57655.946, 'street_length_avg': 111.52020502901355, 'street_segments_count': 517, 'node_density_km': 53.00717987952524, 'intersection_density_km': 44.005960654700196, 'edge_density_km': 16128.86752959673, 'street_density_km': 8237.679516836102, 'circuity_avg': 1.0466173047610692, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0466173047610692\n", - "1535\n", - "38002585.61157044\n", - "{'n': 3171, 'm': 8973, 'k_avg': 5.659413434247871, 'intersection_count': 2664, 'streets_per_node_avg': 2.9176915799432357, 'streets_per_node_counts': {0: 0, 1: 507, 2: 2, 3: 1923, 4: 723, 5: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1598864711447493, 2: 0.000630715862503942, 3: 0.6064333017975402, 4: 0.228003784295175, 5: 0.005045726900031536}, 'edge_length_total': 887701.3540000039, 'edge_length_avg': 98.93027460158297, 'street_length_total': 451114.47299999895, 'street_length_avg': 98.84190907099013, 'street_segments_count': 4564, 'node_density_km': 83.4416908473339, 'intersection_density_km': 70.10049335140256, 'edge_density_km': 23358.972546587207, 'street_density_km': 11870.625794015727, 'circuity_avg': 1.0376821603179949, 'self_loop_proportion': 0.0017831271592555443, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0376821603179949\n", - "1536\n", - "15012272.253589971\n", - "{'n': 661, 'm': 1817, 'k_avg': 5.497730711043873, 'intersection_count': 555, 'streets_per_node_avg': 2.8562783661119515, 'streets_per_node_counts': {0: 0, 1: 106, 2: 0, 3: 438, 4: 117}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16036308623298035, 2: 0.0, 3: 0.6626323751891074, 4: 0.17700453857791226}, 'edge_length_total': 228570.99199999974, 'edge_length_avg': 125.7958128783708, 'street_length_total': 114894.00299999992, 'street_length_avg': 125.29335114503809, 'street_segments_count': 917, 'node_density_km': 44.030642985570104, 'intersection_density_km': 36.96975318758155, 'edge_density_km': 15225.609297442646, 'street_density_km': 7653.3386191770305, 'circuity_avg': 1.0412252849693469, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0412252849693469\n", - "1537\n", - "6004801.416684842\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 178, 'm': 472, 'k_avg': 5.303370786516854, 'intersection_count': 152, 'streets_per_node_avg': 2.8258426966292136, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 132, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14606741573033707, 2: 0.0, 3: 0.7415730337078652, 4: 0.10674157303370786, 5: 0.0056179775280898875}, 'edge_length_total': 71644.2759999999, 'edge_length_avg': 151.78872033898284, 'street_length_total': 35822.13799999999, 'street_length_avg': 151.788720338983, 'street_segments_count': 236, 'node_density_km': 29.64294531129908, 'intersection_density_km': 25.31307689504191, 'edge_density_km': 11931.16491761581, 'street_density_km': 5965.582458807912, 'circuity_avg': 1.0629118901994392, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0629118901994392\n", - "1538\n", - "8000170.838713133\n", - "{'n': 232, 'm': 667, 'k_avg': 5.75, 'intersection_count': 209, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 164, 4: 44, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09913793103448276, 2: 0.0, 3: 0.7068965517241379, 4: 0.1896551724137931, 5: 0.004310344827586207}, 'edge_length_total': 92063.77599999993, 'edge_length_avg': 138.02665067466256, 'street_length_total': 46147.57300000001, 'street_length_avg': 137.75394925373138, 'street_segments_count': 335, 'node_density_km': 28.999380722889455, 'intersection_density_km': 26.12444211674093, 'edge_density_km': 11507.726254356943, 'street_density_km': 5768.323443380751, 'circuity_avg': 1.024216592563949, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024216592563949\n", - "1539\n", - "12997147.382839445\n", - "{'n': 236, 'm': 587, 'k_avg': 4.97457627118644, 'intersection_count': 182, 'streets_per_node_avg': 2.6186440677966103, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 166, 4: 15, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2288135593220339, 2: 0.0, 3: 0.7033898305084746, 4: 0.0635593220338983, 5: 0.0, 6: 0.00423728813559322}, 'edge_length_total': 107294.89700000011, 'edge_length_avg': 182.7851737649065, 'street_length_total': 53947.769000000015, 'street_length_avg': 182.2559763513514, 'street_segments_count': 296, 'node_density_km': 18.157830564543605, 'intersection_density_km': 14.003072723503966, 'edge_density_km': 8255.26508544983, 'street_density_km': 4150.739189987874, 'circuity_avg': 1.0382412505686849, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0382412505686849\n", - "1540\n", - "27005099.46601929\n", - "{'n': 970, 'm': 2741, 'k_avg': 5.651546391752578, 'intersection_count': 831, 'streets_per_node_avg': 2.8876288659793814, 'streets_per_node_counts': {0: 0, 1: 139, 2: 2, 3: 662, 4: 164, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14329896907216494, 2: 0.002061855670103093, 3: 0.6824742268041237, 4: 0.16907216494845362, 5: 0.002061855670103093, 6: 0.0010309278350515464}, 'edge_length_total': 389957.5389999995, 'edge_length_avg': 142.26834695366637, 'street_length_total': 195277.96799999985, 'street_length_avg': 142.12370305676845, 'street_segments_count': 1374, 'node_density_km': 35.91914190949594, 'intersection_density_km': 30.771965903908377, 'edge_density_km': 14440.144517545135, 'street_density_km': 7231.151592154641, 'circuity_avg': 1.0374275402443625, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0374275402443625\n", - "1541\n", - "7998946.799579445\n", - "{'n': 447, 'm': 1080, 'k_avg': 4.832214765100671, 'intersection_count': 339, 'streets_per_node_avg': 2.577181208053691, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 312, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24161073825503357, 2: 0.0, 3: 0.697986577181208, 4: 0.06040268456375839}, 'edge_length_total': 106994.47200000014, 'edge_length_avg': 99.06895555555569, 'street_length_total': 54961.555000000015, 'street_length_avg': 97.97068627450983, 'street_segments_count': 561, 'node_density_km': 55.882356915225586, 'intersection_density_km': 42.38057940550665, 'edge_density_km': 13376.069960313464, 'street_density_km': 6871.098955538708, 'circuity_avg': 1.0562750572196407, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0562750572196407\n", - "1542\n", - "11001429.236634076\n", - "{'n': 497, 'm': 1358, 'k_avg': 5.464788732394366, 'intersection_count': 432, 'streets_per_node_avg': 2.8490945674044266, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 377, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13078470824949698, 2: 0.0, 3: 0.7585513078470825, 4: 0.11066398390342053}, 'edge_length_total': 167421.16399999964, 'edge_length_avg': 123.2850986745211, 'street_length_total': 84256.02299999988, 'street_length_avg': 122.82219096209896, 'street_segments_count': 686, 'node_density_km': 45.17594844359139, 'intersection_density_km': 39.267625206501975, 'edge_density_km': 15218.128517565478, 'street_density_km': 7658.643362394457, 'circuity_avg': 1.0369688938398898, 'self_loop_proportion': 0.0029455081001472753, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0369688938398898\n", - "1543\n", - "9998546.891018352\n", - "{'n': 292, 'm': 856, 'k_avg': 5.863013698630137, 'intersection_count': 257, 'streets_per_node_avg': 3.006849315068493, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 186, 4: 70, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11986301369863013, 2: 0.0, 3: 0.636986301369863, 4: 0.23972602739726026, 5: 0.003424657534246575}, 'edge_length_total': 113356.18800000017, 'edge_length_avg': 132.42545327102823, 'street_length_total': 56678.09399999998, 'street_length_avg': 132.425453271028, 'street_segments_count': 428, 'node_density_km': 29.204243694881526, 'intersection_density_km': 25.70373503282381, 'edge_density_km': 11337.26622833839, 'street_density_km': 5668.633114169185, 'circuity_avg': 1.0566501141534363, 'self_loop_proportion': 0.002336448598130841, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0566501141534363\n", - "1544\n", - "8004772.671066126\n", - "{'n': 427, 'm': 1206, 'k_avg': 5.648711943793911, 'intersection_count': 380, 'streets_per_node_avg': 2.918032786885246, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 321, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11007025761124122, 2: 0.0, 3: 0.7517564402810304, 4: 0.13817330210772832}, 'edge_length_total': 128736.10200000026, 'edge_length_avg': 106.74635323383106, 'street_length_total': 64368.051, 'street_length_avg': 106.74635323383085, 'street_segments_count': 603, 'node_density_km': 53.34317632072485, 'intersection_density_km': 47.471679161300806, 'edge_density_km': 16082.418238475018, 'street_density_km': 8041.209119237493, 'circuity_avg': 1.0612648024088447, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0612648024088447\n", - "1545\n", - "8003795.253949972\n", - "{'n': 412, 'm': 1069, 'k_avg': 5.189320388349515, 'intersection_count': 349, 'streets_per_node_avg': 2.7815533980582523, 'streets_per_node_counts': {0: 0, 1: 63, 2: 3, 3: 308, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1529126213592233, 2: 0.007281553398058253, 3: 0.7475728155339806, 4: 0.08980582524271845, 5: 0.0024271844660194173}, 'edge_length_total': 113079.21700000005, 'edge_length_avg': 105.78037137511697, 'street_length_total': 57113.80300000002, 'street_length_avg': 104.60403479853484, 'street_segments_count': 546, 'node_density_km': 51.47557963788152, 'intersection_density_km': 43.604313819467606, 'edge_density_km': 14128.199611827158, 'street_density_km': 7135.840084341694, 'circuity_avg': 1.0711933766916981, 'self_loop_proportion': 0.005612722170252572, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0711933766916981\n", - "1546\n", - "15001969.738585692\n", - "{'n': 819, 'm': 1968, 'k_avg': 4.805860805860806, 'intersection_count': 601, 'streets_per_node_avg': 2.515262515262515, 'streets_per_node_counts': {0: 0, 1: 218, 2: 0, 3: 563, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2661782661782662, 2: 0.0, 3: 0.6874236874236874, 4: 0.045177045177045176, 5: 0.001221001221001221}, 'edge_length_total': 205008.3300000001, 'edge_length_avg': 104.17089939024396, 'street_length_total': 103515.18, 'street_length_avg': 103.51517999999999, 'street_segments_count': 1000, 'node_density_km': 54.592831092939605, 'intersection_density_km': 40.061405966858004, 'edge_density_km': 13665.427512009315, 'street_density_km': 6900.105906343394, 'circuity_avg': 1.0481537759199513, 'self_loop_proportion': 0.0010162601626016261, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0481537759199513\n", - "1547\n", - "9002937.404712336\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 269, 'm': 737, 'k_avg': 5.479553903345725, 'intersection_count': 236, 'streets_per_node_avg': 2.806691449814126, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 222, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12267657992565056, 2: 0.0, 3: 0.8252788104089219, 4: 0.05204460966542751}, 'edge_length_total': 100362.119, 'edge_length_avg': 136.17655223880598, 'street_length_total': 50311.76099999998, 'street_length_avg': 135.61121563342311, 'street_segments_count': 371, 'node_density_km': 29.87913698691268, 'intersection_density_km': 26.213666650228223, 'edge_density_km': 11147.708185493799, 'street_density_km': 5588.371743389629, 'circuity_avg': 1.0836271432954085, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0836271432954085\n", - "1548\n", - "9999101.817439493\n", - "{'n': 225, 'm': 600, 'k_avg': 5.333333333333333, 'intersection_count': 199, 'streets_per_node_avg': 2.8177777777777777, 'streets_per_node_counts': {0: 0, 1: 26, 2: 2, 3: 184, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11555555555555555, 2: 0.008888888888888889, 3: 0.8177777777777778, 4: 0.057777777777777775}, 'edge_length_total': 107929.30699999993, 'edge_length_avg': 179.8821783333332, 'street_length_total': 54184.10599999995, 'street_length_avg': 176.49545928338745, 'street_segments_count': 307, 'node_density_km': 22.502021092292125, 'intersection_density_km': 19.90178754384948, 'edge_density_km': 10793.90018929098, 'street_density_km': 5418.897315906627, 'circuity_avg': 1.069030600615906, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069030600615906\n", - "1549\n", - "9003297.491798677\n", - "{'n': 1090, 'm': 2828, 'k_avg': 5.188990825688073, 'intersection_count': 886, 'streets_per_node_avg': 2.7458715596330276, 'streets_per_node_counts': {0: 0, 1: 204, 2: 1, 3: 759, 4: 121, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1871559633027523, 2: 0.0009174311926605505, 3: 0.6963302752293578, 4: 0.11100917431192661, 5: 0.003669724770642202, 6: 0.0009174311926605505}, 'edge_length_total': 214746.06700000004, 'edge_length_avg': 75.93566725601133, 'street_length_total': 110219.26499999975, 'street_length_avg': 75.90858471074363, 'street_segments_count': 1452, 'node_density_km': 121.0667537080617, 'intersection_density_km': 98.40838879389236, 'edge_density_km': 23851.935048865984, 'street_density_km': 12242.099641870234, 'circuity_avg': 1.0519027568420476, 'self_loop_proportion': 0.0049504950495049506, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0519027568420476\n", - "1550\n", - "7999291.118160013\n", - "{'n': 510, 'm': 1470, 'k_avg': 5.764705882352941, 'intersection_count': 454, 'streets_per_node_avg': 2.962745098039216, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 362, 4: 91, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10980392156862745, 2: 0.0, 3: 0.7098039215686275, 4: 0.1784313725490196, 5: 0.00196078431372549}, 'edge_length_total': 152290.0219999997, 'edge_length_avg': 103.5986544217685, 'street_length_total': 76489.78500000003, 'street_length_avg': 102.80885080645166, 'street_segments_count': 744, 'node_density_km': 63.75564940275728, 'intersection_density_km': 56.75502907618001, 'edge_density_km': 19037.939706216028, 'street_density_km': 9562.070422259381, 'circuity_avg': 1.0340665838996572, 'self_loop_proportion': 0.0013605442176870747, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0340665838996572\n", - "1551\n", - "80983128.18345545\n", - "{'n': 8513, 'm': 23484, 'k_avg': 5.517208974509574, 'intersection_count': 7448, 'streets_per_node_avg': 2.960765887466228, 'streets_per_node_counts': {0: 0, 1: 1065, 2: 21, 3: 5672, 4: 1702, 5: 45, 6: 7, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12510278397744626, 2: 0.002466815458710208, 3: 0.6662751086573476, 4: 0.19992951955832255, 5: 0.005286033125807588, 6: 0.0008222718195700693, 7: 0.00011746740279572419}, 'edge_length_total': 1909512.7099999962, 'edge_length_avg': 81.31122083120407, 'street_length_total': 1013302.9149999984, 'street_length_avg': 80.80565510366813, 'street_segments_count': 12540, 'node_density_km': 105.1206614384547, 'intersection_density_km': 91.96977403895345, 'edge_density_km': 23579.14238227837, 'street_density_km': 12512.51881385106, 'circuity_avg': 1.0554046285752026, 'self_loop_proportion': 0.00570601260432635, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0554046285752026\n", - "1552\n", - "7007184.285878443\n", - "{'n': 271, 'm': 720, 'k_avg': 5.313653136531365, 'intersection_count': 238, 'streets_per_node_avg': 2.918819188191882, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 195, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12177121771217712, 2: 0.0, 3: 0.7195571955719557, 4: 0.15498154981549817, 5: 0.0036900369003690036}, 'edge_length_total': 87997.8380000002, 'edge_length_avg': 122.21921944444473, 'street_length_total': 44392.055000000015, 'street_length_avg': 118.06397606382983, 'street_segments_count': 376, 'node_density_km': 38.6745929525709, 'intersection_density_km': 33.96514067421356, 'edge_density_km': 12558.230868473373, 'street_density_km': 6335.22013820347, 'circuity_avg': 1.0659443996710614, 'self_loop_proportion': 0.013888888888888888, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0659443996710614\n", - "1553\n", - "7999109.970190822\n", - "{'n': 478, 'm': 1278, 'k_avg': 5.347280334728033, 'intersection_count': 386, 'streets_per_node_avg': 2.799163179916318, 'streets_per_node_counts': {0: 0, 1: 92, 2: 0, 3: 299, 4: 86, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19246861924686193, 2: 0.0, 3: 0.6255230125523012, 4: 0.1799163179916318, 5: 0.0020920502092050207}, 'edge_length_total': 135431.90300000025, 'edge_length_avg': 105.97175508607218, 'street_length_total': 68727.91799999999, 'street_length_avg': 105.08855963302751, 'street_segments_count': 654, 'node_density_km': 59.756648149768736, 'intersection_density_km': 48.2553685895622, 'edge_density_km': 16930.871497541055, 'street_density_km': 8591.945635966855, 'circuity_avg': 1.035735139401347, 'self_loop_proportion': 0.001564945226917058, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035735139401347\n", - "1554\n", - "8004189.330027527\n", - "{'n': 426, 'm': 1137, 'k_avg': 5.338028169014085, 'intersection_count': 379, 'streets_per_node_avg': 2.9413145539906105, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 312, 4: 66, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11032863849765258, 2: 0.0, 3: 0.7323943661971831, 4: 0.15492957746478872, 5: 0.0, 6: 0.002347417840375587}, 'edge_length_total': 126182.42199999998, 'edge_length_avg': 110.97838346525944, 'street_length_total': 64876.95500000004, 'street_length_avg': 107.41217715231794, 'street_segments_count': 604, 'node_density_km': 53.22212936691428, 'intersection_density_km': 47.3502042959167, 'edge_density_km': 15764.547388531853, 'street_density_km': 8105.37486371239, 'circuity_avg': 1.0444053227742571, 'self_loop_proportion': 0.003518029903254178, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0444053227742571\n", - "1555\n", - "11001155.286019262\n", - "{'n': 624, 'm': 1603, 'k_avg': 5.137820512820513, 'intersection_count': 503, 'streets_per_node_avg': 2.690705128205128, 'streets_per_node_counts': {0: 0, 1: 121, 2: 0, 3: 456, 4: 45, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19391025641025642, 2: 0.0, 3: 0.7307692307692307, 4: 0.07211538461538461, 5: 0.003205128205128205}, 'edge_length_total': 172866.27699999957, 'edge_length_avg': 107.83922457891427, 'street_length_total': 86642.95599999996, 'street_length_avg': 107.49746401985107, 'street_segments_count': 806, 'node_density_km': 56.7213155142902, 'intersection_density_km': 45.72247067898713, 'edge_density_km': 15713.46576842574, 'street_density_km': 7875.805199305706, 'circuity_avg': 1.0497220963662588, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0497220963662588\n", - "1556\n", - "10008091.869300485\n", - "{'n': 466, 'm': 1208, 'k_avg': 5.184549356223176, 'intersection_count': 412, 'streets_per_node_avg': 2.9420600858369097, 'streets_per_node_counts': {0: 0, 1: 54, 2: 1, 3: 335, 4: 70, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11587982832618025, 2: 0.002145922746781116, 3: 0.7188841201716738, 4: 0.15021459227467812, 5: 0.012875536480686695}, 'edge_length_total': 144409.48400000008, 'edge_length_avg': 119.54427483443716, 'street_length_total': 77746.61199999998, 'street_length_avg': 116.38714371257483, 'street_segments_count': 668, 'node_density_km': 46.56232237729959, 'intersection_density_km': 41.16668845374985, 'edge_density_km': 14429.272421346546, 'street_density_km': 7768.375132375167, 'circuity_avg': 1.0575546977694013, 'self_loop_proportion': 0.0041390728476821195, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0575546977694013\n", - "1557\n", - "16998966.287053\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1520, 'm': 4354, 'k_avg': 5.728947368421053, 'intersection_count': 1374, 'streets_per_node_avg': 2.9973684210526317, 'streets_per_node_counts': {0: 0, 1: 146, 2: 4, 3: 1086, 4: 277, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09605263157894736, 2: 0.002631578947368421, 3: 0.7144736842105263, 4: 0.18223684210526317, 5: 0.003947368421052632, 6: 0.0006578947368421052}, 'edge_length_total': 393292.36500000075, 'edge_length_avg': 90.32897680293999, 'street_length_total': 200841.4419999998, 'street_length_avg': 89.34227846975081, 'street_segments_count': 2248, 'node_density_km': 89.41720186583842, 'intersection_density_km': 80.82844431819868, 'edge_density_km': 23136.25183782768, 'street_density_km': 11814.920896276357, 'circuity_avg': 1.0479293585045872, 'self_loop_proportion': 0.0022967386311437757, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0479293585045872\n", - "1558\n", - "11002118.234922862\n", - "{'n': 257, 'm': 712, 'k_avg': 5.5408560311284045, 'intersection_count': 236, 'streets_per_node_avg': 3.093385214007782, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 170, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08171206225680934, 2: 0.0, 3: 0.6614785992217899, 4: 0.25680933852140075}, 'edge_length_total': 145239.18099999998, 'edge_length_avg': 203.9876137640449, 'street_length_total': 73746.758, 'street_length_avg': 196.65802133333335, 'street_segments_count': 375, 'node_density_km': 23.359138168887522, 'intersection_density_km': 21.45041481656597, 'edge_density_km': 13201.01983079791, 'street_density_km': 6702.959959647903, 'circuity_avg': 1.018754398446481, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.018754398446481\n", - "1559\n", - "17013910.45709443\n", - "{'n': 1167, 'm': 3179, 'k_avg': 5.448157669237361, 'intersection_count': 965, 'streets_per_node_avg': 2.810625535561268, 'streets_per_node_counts': {0: 0, 1: 202, 2: 0, 3: 784, 4: 179, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17309340188517566, 2: 0.0, 3: 0.6718080548414739, 4: 0.1533847472150814, 5: 0.001713796058269066}, 'edge_length_total': 330941.0910000007, 'edge_length_avg': 104.10226203208579, 'street_length_total': 166375.42099999986, 'street_length_avg': 103.66069844236752, 'street_segments_count': 1605, 'node_density_km': 68.59093345665201, 'intersection_density_km': 56.718295446160404, 'edge_density_km': 19451.206813070152, 'street_density_km': 9778.787858297732, 'circuity_avg': 1.0497104608467838, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0497104608467838\n", - "1560\n", - "32004663.827809304\n", - "{'n': 1720, 'm': 4772, 'k_avg': 5.5488372093023255, 'intersection_count': 1425, 'streets_per_node_avg': 2.855813953488372, 'streets_per_node_counts': {0: 0, 1: 295, 2: 0, 3: 1091, 4: 327, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17151162790697674, 2: 0.0, 3: 0.6343023255813953, 4: 0.19011627906976744, 5: 0.0034883720930232558, 6: 0.0005813953488372093}, 'edge_length_total': 407930.9520000008, 'edge_length_avg': 85.48427326068752, 'street_length_total': 206262.31700000024, 'street_length_avg': 85.197156959934, 'street_segments_count': 2421, 'node_density_km': 53.74216736829049, 'intersection_density_km': 44.52476075570578, 'edge_density_km': 12745.984591331462, 'street_density_km': 6444.758117433373, 'circuity_avg': 1.0700691607122956, 'self_loop_proportion': 0.004610226320201173, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0700691607122956\n", - "1561\n", - "11004591.282473434\n", - "{'n': 861, 'm': 2169, 'k_avg': 5.038327526132404, 'intersection_count': 705, 'streets_per_node_avg': 2.747967479674797, 'streets_per_node_counts': {0: 0, 1: 156, 2: 0, 3: 614, 4: 88, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18118466898954705, 2: 0.0, 3: 0.7131242740998839, 4: 0.10220673635307782, 5: 0.0023228803716608595, 6: 0.0011614401858304297}, 'edge_length_total': 208175.0730000005, 'edge_length_avg': 95.97744260027686, 'street_length_total': 109836.89500000006, 'street_length_avg': 95.76015257192682, 'street_segments_count': 1147, 'node_density_km': 78.24007070315093, 'intersection_density_km': 64.06416939108178, 'edge_density_km': 18917.110836415388, 'street_density_km': 9981.006307333997, 'circuity_avg': 1.0626904074117287, 'self_loop_proportion': 0.005532503457814661, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0626904074117287\n", - "1562\n", - "7000831.09691855\n", - "{'n': 212, 'm': 536, 'k_avg': 5.056603773584905, 'intersection_count': 177, 'streets_per_node_avg': 2.7122641509433962, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 168, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1650943396226415, 2: 0.0, 3: 0.7924528301886793, 4: 0.04245283018867924}, 'edge_length_total': 67212.48699999996, 'edge_length_avg': 125.39643097014918, 'street_length_total': 34060.81100000003, 'street_length_avg': 123.40873550724649, 'street_segments_count': 276, 'node_density_km': 30.282118946322363, 'intersection_density_km': 25.28271251650499, 'edge_density_km': 9600.643990623323, 'street_density_km': 4865.2525005198395, 'circuity_avg': 1.056396801694376, 'self_loop_proportion': 0.011194029850746268, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056396801694376\n", - "1563\n", - "10998224.914277064\n", - "{'n': 415, 'm': 1028, 'k_avg': 4.95421686746988, 'intersection_count': 343, 'streets_per_node_avg': 2.7518072289156628, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 302, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17349397590361446, 2: 0.0, 3: 0.727710843373494, 4: 0.09879518072289156}, 'edge_length_total': 130834.71999999993, 'edge_length_avg': 127.27112840466918, 'street_length_total': 68978.181, 'street_length_avg': 123.61681182795698, 'street_segments_count': 558, 'node_density_km': 37.7333618138031, 'intersection_density_km': 31.186850848516777, 'edge_density_km': 11895.985126668958, 'street_density_km': 6271.755809472285, 'circuity_avg': 1.0768763637336554, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0768763637336554\n", - "1564\n", - "9997771.566460857\n", - "{'n': 196, 'm': 467, 'k_avg': 4.76530612244898, 'intersection_count': 146, 'streets_per_node_avg': 2.545918367346939, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 135, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25510204081632654, 2: 0.0, 3: 0.6887755102040817, 4: 0.05612244897959184}, 'edge_length_total': 97498.99399999998, 'edge_length_avg': 208.77728907922906, 'street_length_total': 48831.51200000002, 'street_length_avg': 207.79366808510645, 'street_segments_count': 235, 'node_density_km': 19.60436870327321, 'intersection_density_km': 14.603254238152493, 'edge_density_km': 9752.072584562356, 'street_density_km': 4884.239620338319, 'circuity_avg': 1.063401640431954, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063401640431954\n", - "1565\n", - "11005576.737022458\n", - "{'n': 314, 'm': 1011, 'k_avg': 6.439490445859873, 'intersection_count': 282, 'streets_per_node_avg': 3.3503184713375798, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 108, 4: 174}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10191082802547771, 2: 0.0, 3: 0.34394904458598724, 4: 0.554140127388535}, 'edge_length_total': 152366.91500000007, 'edge_length_avg': 150.70911473788334, 'street_length_total': 76838.40100000001, 'street_length_avg': 150.66353137254904, 'street_segments_count': 510, 'node_density_km': 28.53099001560842, 'intersection_density_km': 25.623373198731127, 'edge_density_km': 13844.51888717853, 'street_density_km': 6981.769591548778, 'circuity_avg': 1.0262456034953973, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0262456034953973\n", - "1566\n", - "11001715.397696583\n", - "{'n': 280, 'm': 786, 'k_avg': 5.614285714285714, 'intersection_count': 251, 'streets_per_node_avg': 2.9464285714285716, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 209, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10357142857142858, 2: 0.0, 3: 0.7464285714285714, 4: 0.14642857142857144, 5: 0.0035714285714285713}, 'edge_length_total': 117567.90399999998, 'edge_length_avg': 149.57748600508904, 'street_length_total': 59050.46200000001, 'street_length_avg': 148.741717884131, 'street_segments_count': 397, 'node_density_km': 25.45057655814504, 'intersection_density_km': 22.814623986051448, 'edge_density_km': 10686.324791188023, 'street_density_km': 5367.386799731553, 'circuity_avg': 1.0244925403947065, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0244925403947065\n", - "1567\n", - "14997318.979493817\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1326, 'm': 3526, 'k_avg': 5.318250377073906, 'intersection_count': 1063, 'streets_per_node_avg': 2.7609351432880844, 'streets_per_node_counts': {0: 0, 1: 263, 2: 1, 3: 854, 4: 206, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19834087481146304, 2: 0.0007541478129713424, 3: 0.6440422322775264, 4: 0.15535444947209653, 5: 0.0015082956259426848}, 'edge_length_total': 308251.43200000003, 'edge_length_avg': 87.42241406693138, 'street_length_total': 157972.65100000007, 'street_length_avg': 87.32595411829745, 'street_segments_count': 1809, 'node_density_km': 88.41580297205591, 'intersection_density_km': 70.87933526342039, 'edge_density_km': 20553.769138435968, 'street_density_km': 10533.39274946407, 'circuity_avg': 1.038448256633898, 'self_loop_proportion': 0.003403289846851957, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038448256633898\n", - "1568\n", - "6005378.198522013\n", - "{'n': 125, 'm': 274, 'k_avg': 4.384, 'intersection_count': 87, 'streets_per_node_avg': 2.416, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 84, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.304, 2: 0.0, 3: 0.672, 4: 0.024}, 'edge_length_total': 43159.467000000004, 'edge_length_avg': 157.51630291970804, 'street_length_total': 21884.317999999996, 'street_length_avg': 150.92633103448273, 'street_segments_count': 145, 'node_density_km': 20.814675756934648, 'intersection_density_km': 14.487014326826515, 'edge_density_km': 7186.802491576968, 'street_density_km': 3644.1198666531877, 'circuity_avg': 1.060700350289469, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060700350289469\n", - "1569\n", - "15006534.284800567\n", - "{'n': 528, 'm': 1420, 'k_avg': 5.378787878787879, 'intersection_count': 442, 'streets_per_node_avg': 2.816287878787879, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 367, 4: 75}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16287878787878787, 2: 0.0, 3: 0.6950757575757576, 4: 0.14204545454545456}, 'edge_length_total': 203994.9610000004, 'edge_length_avg': 143.6584232394369, 'street_length_total': 103707.50599999996, 'street_length_avg': 142.65131499312238, 'street_segments_count': 727, 'node_density_km': 35.1846728884488, 'intersection_density_km': 29.453836016466614, 'edge_density_km': 13593.742374388039, 'street_density_km': 6910.823247512955, 'circuity_avg': 1.0373709886065892, 'self_loop_proportion': 0.0014084507042253522, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0373709886065892\n", - "1570\n", - "7997834.781911521\n", - "{'n': 258, 'm': 675, 'k_avg': 5.232558139534884, 'intersection_count': 221, 'streets_per_node_avg': 2.7674418604651163, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 207, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1434108527131783, 2: 0.0, 3: 0.8023255813953488, 4: 0.05426356589147287}, 'edge_length_total': 103895.29999999989, 'edge_length_avg': 153.9189629629628, 'street_length_total': 52122.881, 'street_length_avg': 154.20970710059171, 'street_segments_count': 338, 'node_density_km': 32.25873089845659, 'intersection_density_km': 27.632478792863978, 'edge_density_km': 12990.428388815555, 'street_density_km': 6517.12399934603, 'circuity_avg': 1.0360281907336244, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0360281907336244\n", - "1571\n", - "12996887.530827364\n", - "{'n': 240, 'm': 607, 'k_avg': 5.058333333333334, 'intersection_count': 193, 'streets_per_node_avg': 2.6791666666666667, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 176, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19583333333333333, 2: 0.0, 3: 0.7333333333333333, 4: 0.07083333333333333}, 'edge_length_total': 112303.13699999999, 'edge_length_avg': 185.01340527182865, 'street_length_total': 56436.36200000005, 'street_length_avg': 183.23494155844173, 'street_segments_count': 308, 'node_density_km': 18.465959594613953, 'intersection_density_km': 14.849709174002054, 'edge_density_km': 8640.771625793312, 'street_density_km': 4342.298251495864, 'circuity_avg': 1.0808359156906984, 'self_loop_proportion': 0.006589785831960461, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0808359156906984\n", - "1572\n", - "9999759.520429835\n", - "{'n': 542, 'm': 1486, 'k_avg': 5.483394833948339, 'intersection_count': 471, 'streets_per_node_avg': 2.8874538745387452, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 392, 4: 78, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13099630996309963, 2: 0.0, 3: 0.7232472324723247, 4: 0.14391143911439114, 5: 0.0, 6: 0.0018450184501845018}, 'edge_length_total': 172386.98200000043, 'edge_length_avg': 116.00739030955614, 'street_length_total': 87131.08400000008, 'street_length_avg': 115.40540927152328, 'street_segments_count': 755, 'node_density_km': 54.201303430615134, 'intersection_density_km': 47.10113268601426, 'edge_density_km': 17239.112765442827, 'street_density_km': 8713.31793749524, 'circuity_avg': 1.0410521026132524, 'self_loop_proportion': 0.010094212651413189, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0410521026132524\n", - "1573\n", - "11997548.720749931\n", - "{'n': 416, 'm': 1200, 'k_avg': 5.769230769230769, 'intersection_count': 356, 'streets_per_node_avg': 2.9615384615384617, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 252, 4: 104}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14423076923076922, 2: 0.0, 3: 0.6057692307692307, 4: 0.25}, 'edge_length_total': 179667.32200000022, 'edge_length_avg': 149.7227683333335, 'street_length_total': 89833.66099999988, 'street_length_avg': 149.72276833333314, 'street_segments_count': 600, 'node_density_km': 34.67374958690704, 'intersection_density_km': 29.67272801187237, 'edge_density_km': 14975.33589417837, 'street_density_km': 7487.667947089165, 'circuity_avg': 1.0189204733375188, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0189204733375188\n", - "1574\n", - "7000335.4707761165\n", - "{'n': 633, 'm': 1570, 'k_avg': 4.960505529225909, 'intersection_count': 509, 'streets_per_node_avg': 2.7172195892575037, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 443, 4: 63, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19589257503949448, 2: 0.0, 3: 0.6998420221169036, 4: 0.0995260663507109, 5: 0.004739336492890996}, 'edge_length_total': 133140.74300000034, 'edge_length_avg': 84.8030210191085, 'street_length_total': 68860.37900000004, 'street_length_avg': 82.76487860576928, 'street_segments_count': 832, 'node_density_km': 90.42423790153306, 'intersection_density_km': 72.71080109301789, 'edge_density_km': 19019.194659429548, 'street_density_km': 9836.725580862141, 'circuity_avg': 1.0689191063230032, 'self_loop_proportion': 0.0025477707006369425, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0689191063230032\n", - "1575\n", - "7001387.60905717\n", - "{'n': 561, 'm': 1610, 'k_avg': 5.739750445632799, 'intersection_count': 491, 'streets_per_node_avg': 2.9750445632798574, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 366, 4: 124, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12477718360071301, 2: 0.0, 3: 0.6524064171122995, 4: 0.22103386809269163, 5: 0.0017825311942959}, 'edge_length_total': 157583.59800000014, 'edge_length_avg': 97.87801118012432, 'street_length_total': 79461.93899999994, 'street_length_avg': 97.49931165644165, 'street_segments_count': 815, 'node_density_km': 80.12697358367595, 'intersection_density_km': 70.12895548945613, 'edge_density_km': 22507.48091651804, 'street_density_km': 11349.455770339866, 'circuity_avg': 1.0494675061987873, 'self_loop_proportion': 0.0037267080745341614, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0494675061987873\n", - "1576\n", - "7999065.363525866\n", - "{'n': 199, 'm': 523, 'k_avg': 5.256281407035176, 'intersection_count': 166, 'streets_per_node_avg': 2.7889447236180906, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 142, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1658291457286432, 2: 0.0, 3: 0.7135678391959799, 4: 0.12060301507537688}, 'edge_length_total': 87280.18299999993, 'edge_length_avg': 166.8837151051624, 'street_length_total': 43756.176000000014, 'street_length_avg': 166.37329277566545, 'street_segments_count': 263, 'node_density_km': 24.87790647484894, 'intersection_density_km': 20.752424496607656, 'edge_density_km': 10911.297637093963, 'street_density_km': 5470.161076507688, 'circuity_avg': 1.0375143508980254, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0375143508980254\n", - "1577\n", - "8006515.448414708\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 217, 'm': 573, 'k_avg': 5.28110599078341, 'intersection_count': 179, 'streets_per_node_avg': 2.7327188940092166, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 161, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17511520737327188, 2: 0.0, 3: 0.7419354838709677, 4: 0.08294930875576037}, 'edge_length_total': 93431.14700000003, 'edge_length_avg': 163.05610296684122, 'street_length_total': 46792.786, 'street_length_avg': 163.0410662020906, 'street_segments_count': 287, 'node_density_km': 27.102926535034168, 'intersection_density_km': 22.356791934429108, 'edge_density_km': 11669.389461866262, 'street_density_km': 5844.338439297582, 'circuity_avg': 1.0487705484822212, 'self_loop_proportion': 0.0034904013961605585, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0487705484822212\n", - "1578\n", - "17003386.60606773\n", - "{'n': 991, 'm': 3074, 'k_avg': 6.2038345105953585, 'intersection_count': 935, 'streets_per_node_avg': 3.2401614530776994, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 620, 4: 284, 5: 29, 6: 1, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.056508577194752774, 2: 0.0, 3: 0.6256306760847629, 4: 0.2865792129162462, 5: 0.029263370332996974, 6: 0.0010090817356205853, 7: 0.0, 8: 0.0010090817356205853}, 'edge_length_total': 266379.7130000008, 'edge_length_avg': 86.65572966818503, 'street_length_total': 134705.16700000002, 'street_length_avg': 85.52709015873018, 'street_segments_count': 1575, 'node_density_km': 58.28250706517239, 'intersection_density_km': 54.98904551557637, 'edge_density_km': 15666.273970677235, 'street_density_km': 7922.255143685901, 'circuity_avg': 1.0416991112112681, 'self_loop_proportion': 0.0006506180871828237, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0416991112112681\n", - "1579\n", - "11009296.0166555\n", - "{'n': 1049, 'm': 2760, 'k_avg': 5.262154432793136, 'intersection_count': 850, 'streets_per_node_avg': 2.7721639656816017, 'streets_per_node_counts': {0: 0, 1: 199, 2: 1, 3: 694, 4: 151, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18970448045757865, 2: 0.0009532888465204957, 3: 0.661582459485224, 4: 0.14394661582459486, 5: 0.002859866539561487, 6: 0.0009532888465204957}, 'edge_length_total': 212324.76599999945, 'edge_length_avg': 76.92926304347806, 'street_length_total': 107723.85100000011, 'street_length_avg': 75.54267251051901, 'street_segments_count': 1426, 'node_density_km': 95.28311332650264, 'intersection_density_km': 77.20747981651786, 'edge_density_km': 19285.953041755103, 'street_density_km': 9784.808296282456, 'circuity_avg': 1.0873431402916378, 'self_loop_proportion': 0.007971014492753623, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0873431402916378\n", - "1580\n", - "4998712.536908977\n", - "{'n': 230, 'm': 636, 'k_avg': 5.530434782608696, 'intersection_count': 207, 'streets_per_node_avg': 2.9434782608695653, 'streets_per_node_counts': {0: 0, 1: 23, 2: 1, 3: 172, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1, 2: 0.004347826086956522, 3: 0.7478260869565218, 4: 0.14782608695652175}, 'edge_length_total': 90529.92200000017, 'edge_length_avg': 142.3426446540883, 'street_length_total': 45768.224, 'street_length_avg': 142.13734161490683, 'street_segments_count': 322, 'node_density_km': 46.01184771113557, 'intersection_density_km': 41.410662940022014, 'edge_density_km': 18110.64775810865, 'street_density_km': 9156.002403031045, 'circuity_avg': 1.0176178323432457, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0176178323432457\n", - "1581\n", - "5999048.210180203\n", - "{'n': 233, 'm': 664, 'k_avg': 5.6995708154506435, 'intersection_count': 211, 'streets_per_node_avg': 2.9570815450643777, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 177, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0944206008583691, 2: 0.0, 3: 0.759656652360515, 4: 0.1459227467811159}, 'edge_length_total': 86672.12999999999, 'edge_length_avg': 130.53031626506024, 'street_length_total': 43336.065000000024, 'street_length_avg': 130.53031626506032, 'street_segments_count': 332, 'node_density_km': 38.839494505912796, 'intersection_density_km': 35.172246097629184, 'edge_density_km': 14447.64685386592, 'street_density_km': 7223.823426932965, 'circuity_avg': 1.0352489086006265, 'self_loop_proportion': 0.006024096385542169, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0352489086006265\n", - "1582\n", - "7003567.264027167\n", - "{'n': 231, 'm': 530, 'k_avg': 4.588744588744588, 'intersection_count': 161, 'streets_per_node_avg': 2.4372294372294374, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 151, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30303030303030304, 2: 0.0, 3: 0.6536796536796536, 4: 0.04329004329004329}, 'edge_length_total': 76004.86700000004, 'edge_length_avg': 143.40540943396235, 'street_length_total': 38098.69499999999, 'street_length_avg': 142.1593097014925, 'street_segments_count': 268, 'node_density_km': 32.98319146394136, 'intersection_density_km': 22.988284959716708, 'edge_density_km': 10852.307707586147, 'street_density_km': 5439.898492256732, 'circuity_avg': 1.0996784084457252, 'self_loop_proportion': 0.0037735849056603774, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0996784084457252\n", - "1583\n", - "9003884.168944944\n", - "{'n': 153, 'm': 424, 'k_avg': 5.542483660130719, 'intersection_count': 136, 'streets_per_node_avg': 2.9411764705882355, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 111, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.7254901960784313, 4: 0.16339869281045752}, 'edge_length_total': 91980.15600000002, 'edge_length_avg': 216.9343301886793, 'street_length_total': 45990.077999999994, 'street_length_avg': 216.9343301886792, 'street_segments_count': 212, 'node_density_km': 16.992666401430196, 'intersection_density_km': 15.10459235682684, 'edge_density_km': 10215.608538951035, 'street_density_km': 5107.804269475516, 'circuity_avg': 1.033732489669988, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.033732489669988\n", - "1584\n", - "32006310.5395948\n", - "{'n': 1544, 'm': 4161, 'k_avg': 5.389896373056994, 'intersection_count': 1294, 'streets_per_node_avg': 2.808937823834197, 'streets_per_node_counts': {0: 0, 1: 250, 2: 0, 3: 1090, 4: 203, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16191709844559585, 2: 0.0, 3: 0.7059585492227979, 4: 0.13147668393782383, 5: 0.0006476683937823834}, 'edge_length_total': 489435.0879999999, 'edge_length_avg': 117.62439029079545, 'street_length_total': 247178.08300000013, 'street_length_avg': 116.59343537735855, 'street_segments_count': 2120, 'node_density_km': 48.24048676556855, 'intersection_density_km': 40.42952712088452, 'edge_density_km': 15291.830884241497, 'street_density_km': 7722.7921254534385, 'circuity_avg': 1.0495410610848404, 'self_loop_proportion': 0.0009613073780341264, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0495410610848404\n", - "1585\n", - "7998528.273872801\n", - "{'n': 587, 'm': 1535, 'k_avg': 5.229982964224872, 'intersection_count': 479, 'streets_per_node_avg': 2.766609880749574, 'streets_per_node_counts': {0: 0, 1: 108, 2: 1, 3: 398, 4: 80}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1839863713798978, 2: 0.0017035775127768314, 3: 0.6780238500851788, 4: 0.1362862010221465}, 'edge_length_total': 143341.92499999978, 'edge_length_avg': 93.38236156351778, 'street_length_total': 73877.90900000003, 'street_length_avg': 93.51634050632914, 'street_segments_count': 790, 'node_density_km': 73.38850097178951, 'intersection_density_km': 59.88601697697986, 'edge_density_km': 17921.03748238614, 'street_density_km': 9236.437813356524, 'circuity_avg': 1.0383473731119681, 'self_loop_proportion': 0.0013029315960912053, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0383473731119681\n", - "1586\n", - "9999826.60732781\n", - "{'n': 261, 'm': 658, 'k_avg': 5.042145593869732, 'intersection_count': 209, 'streets_per_node_avg': 2.6743295019157087, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 190, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19923371647509577, 2: 0.0, 3: 0.7279693486590039, 4: 0.07279693486590039}, 'edge_length_total': 95853.37000000005, 'edge_length_avg': 145.67381458966574, 'street_length_total': 48823.229000000014, 'street_length_avg': 142.75797953216377, 'street_segments_count': 342, 'node_density_km': 26.10045256272152, 'intersection_density_km': 20.900362396968575, 'edge_density_km': 9585.503205601515, 'street_density_km': 4882.407557369311, 'circuity_avg': 1.0590744319254155, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0590744319254155\n", - "1587\n", - "7001522.322379184\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 215, 'm': 602, 'k_avg': 5.6, 'intersection_count': 191, 'streets_per_node_avg': 2.972093023255814, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 149, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11162790697674418, 2: 0.0, 3: 0.6930232558139535, 4: 0.19534883720930232}, 'edge_length_total': 81556.03299999994, 'edge_length_avg': 135.47513787375405, 'street_length_total': 40994.589000000014, 'street_length_avg': 133.53286319218245, 'street_segments_count': 307, 'node_density_km': 30.70760758882233, 'intersection_density_km': 27.27978162541891, 'edge_density_km': 11648.328641232756, 'street_density_km': 5855.096522218851, 'circuity_avg': 1.0473127606274835, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473127606274835\n", - "1588\n", - "14001282.88562927\n", - "{'n': 745, 'm': 2036, 'k_avg': 5.465771812080537, 'intersection_count': 632, 'streets_per_node_avg': 2.893959731543624, 'streets_per_node_counts': {0: 0, 1: 113, 2: 1, 3: 483, 4: 148}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15167785234899328, 2: 0.0013422818791946308, 3: 0.6483221476510067, 4: 0.19865771812080538}, 'edge_length_total': 234479.4510000005, 'edge_length_avg': 115.16672445972519, 'street_length_total': 119216.159, 'street_length_avg': 113.21572554605888, 'street_segments_count': 1053, 'node_density_km': 53.20940988662246, 'intersection_density_km': 45.138720870262276, 'edge_density_km': 16746.997608388232, 'street_density_km': 8514.659690388933, 'circuity_avg': 1.0268533542852514, 'self_loop_proportion': 0.003929273084479371, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0268533542852514\n", - "1589\n", - "12000057.415779525\n", - "{'n': 544, 'm': 1318, 'k_avg': 4.845588235294118, 'intersection_count': 407, 'streets_per_node_avg': 2.588235294117647, 'streets_per_node_counts': {0: 0, 1: 137, 2: 2, 3: 354, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25183823529411764, 2: 0.003676470588235294, 3: 0.6507352941176471, 4: 0.09191176470588236, 5: 0.001838235294117647}, 'edge_length_total': 137599.60400000022, 'edge_length_avg': 104.4003065250381, 'street_length_total': 70216.72199999997, 'street_length_avg': 102.20774672489078, 'street_segments_count': 687, 'node_density_km': 45.33311643031516, 'intersection_density_km': 33.916504388121815, 'edge_density_km': 11466.57880311998, 'street_density_km': 5851.365503274026, 'circuity_avg': 1.0772668089930735, 'self_loop_proportion': 0.0015174506828528073, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0772668089930735\n", - "1590\n", - "5004479.063472102\n", - "{'n': 258, 'm': 704, 'k_avg': 5.457364341085271, 'intersection_count': 228, 'streets_per_node_avg': 2.9263565891472867, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 189, 4: 37, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11627906976744186, 2: 0.0, 3: 0.7325581395348837, 4: 0.1434108527131783, 5: 0.007751937984496124}, 'edge_length_total': 73761.19200000005, 'edge_length_avg': 104.77442045454553, 'street_length_total': 36880.596, 'street_length_avg': 104.77442045454545, 'street_segments_count': 352, 'node_density_km': 51.55381743589509, 'intersection_density_km': 45.55918750148869, 'edge_density_km': 14739.034985356622, 'street_density_km': 7369.517492678305, 'circuity_avg': 1.0382072535412614, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0382072535412614\n", - "1591\n", - "21012438.52293647\n", - "{'n': 1238, 'm': 3261, 'k_avg': 5.268174474959612, 'intersection_count': 1069, 'streets_per_node_avg': 2.8651050080775446, 'streets_per_node_counts': {0: 0, 1: 169, 2: 7, 3: 885, 4: 176, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13651050080775445, 2: 0.005654281098546042, 3: 0.7148626817447497, 4: 0.1421647819063005, 5: 0.0008077544426494346}, 'edge_length_total': 337366.0270000008, 'edge_length_avg': 103.4547767555967, 'street_length_total': 175241.03499999992, 'street_length_avg': 99.90937001140246, 'street_segments_count': 1754, 'node_density_km': 58.91748350143373, 'intersection_density_km': 50.8746283223204, 'edge_density_km': 16055.539038543453, 'street_density_km': 8339.871396112008, 'circuity_avg': 1.0515263322971848, 'self_loop_proportion': 0.0006133088009812941, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0515263322971848\n", - "1592\n", - "6998556.32093711\n", - "{'n': 155, 'm': 431, 'k_avg': 5.561290322580645, 'intersection_count': 146, 'streets_per_node_avg': 3.0258064516129033, 'streets_per_node_counts': {0: 0, 1: 9, 2: 1, 3: 123, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05806451612903226, 2: 0.0064516129032258064, 3: 0.7935483870967742, 4: 0.13548387096774195, 5: 0.0064516129032258064}, 'edge_length_total': 65017.50200000005, 'edge_length_avg': 150.85267285382844, 'street_length_total': 33337.075, 'street_length_avg': 147.5091814159292, 'street_segments_count': 226, 'node_density_km': 22.147424824788068, 'intersection_density_km': 20.86144531883263, 'edge_density_km': 9290.13056671296, 'street_density_km': 4763.421693166591, 'circuity_avg': 1.0437069591620807, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0437069591620807\n", - "1593\n", - "5999098.7649777075\n", - "{'n': 227, 'm': 620, 'k_avg': 5.462555066079295, 'intersection_count': 199, 'streets_per_node_avg': 2.86784140969163, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 174, 4: 24, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12334801762114538, 2: 0.0, 3: 0.7665198237885462, 4: 0.10572687224669604, 5: 0.004405286343612335}, 'edge_length_total': 76845.09199999998, 'edge_length_avg': 123.94369677419351, 'street_length_total': 38422.54600000001, 'street_length_avg': 123.94369677419358, 'street_segments_count': 310, 'node_density_km': 37.83901697455109, 'intersection_density_km': 33.17164924200735, 'edge_density_km': 12809.439385898413, 'street_density_km': 6404.71969294921, 'circuity_avg': 1.060490502760581, 'self_loop_proportion': 0.0032258064516129032, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060490502760581\n", - "1594\n", - "6004843.576436714\n", - "{'n': 535, 'm': 1528, 'k_avg': 5.7121495327102805, 'intersection_count': 493, 'streets_per_node_avg': 2.9757009345794394, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 428, 4: 59, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07850467289719626, 2: 0.0, 3: 0.8, 4: 0.1102803738317757, 5: 0.011214953271028037}, 'edge_length_total': 112183.68399999996, 'edge_length_avg': 73.41864136125652, 'street_length_total': 56091.842000000004, 'street_length_avg': 73.41864136125655, 'street_segments_count': 764, 'node_density_km': 89.0947437997161, 'intersection_density_km': 82.10039008085988, 'edge_density_km': 18682.199223342628, 'street_density_km': 9341.099611671318, 'circuity_avg': 1.0422453091868151, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0422453091868151\n", - "1595\n", - "6002821.355072276\n", - "{'n': 331, 'm': 862, 'k_avg': 5.20845921450151, 'intersection_count': 279, 'streets_per_node_avg': 2.797583081570997, 'streets_per_node_counts': {0: 0, 1: 52, 2: 2, 3: 241, 4: 33, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15709969788519637, 2: 0.006042296072507553, 3: 0.7280966767371602, 4: 0.09969788519637462, 5: 0.00906344410876133}, 'edge_length_total': 78882.96600000012, 'edge_length_avg': 91.51156148491893, 'street_length_total': 41670.30600000005, 'street_length_avg': 92.80691759465489, 'street_segments_count': 449, 'node_density_km': 55.140738066494514, 'intersection_density_km': 46.478144775081475, 'edge_density_km': 13140.98177073776, 'street_density_km': 6941.786792437092, 'circuity_avg': 1.0571559328945894, 'self_loop_proportion': 0.002320185614849188, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571559328945894\n", - "1596\n", - "11996999.064767703\n", - "{'n': 725, 'm': 2069, 'k_avg': 5.7075862068965515, 'intersection_count': 654, 'streets_per_node_avg': 3.030344827586207, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 491, 4: 162, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09793103448275862, 2: 0.0, 3: 0.6772413793103448, 4: 0.22344827586206897, 5: 0.001379310344827586}, 'edge_length_total': 239130.1490000008, 'edge_length_avg': 115.57764572257167, 'street_length_total': 121447.87200000015, 'street_length_avg': 113.39670588235307, 'street_segments_count': 1071, 'node_density_km': 60.43177932130964, 'intersection_density_km': 54.51363265674001, 'edge_density_km': 19932.497094399918, 'street_density_km': 10123.187585857475, 'circuity_avg': 1.0452451322847207, 'self_loop_proportion': 0.0028999516674722086, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0452451322847207\n", - "1597\n", - "11996580.535019165\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 621, 'm': 1719, 'k_avg': 5.536231884057971, 'intersection_count': 558, 'streets_per_node_avg': 3.0161030595813205, 'streets_per_node_counts': {0: 0, 1: 63, 2: 1, 3: 420, 4: 137}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10144927536231885, 2: 0.001610305958132045, 3: 0.6763285024154589, 4: 0.22061191626409019}, 'edge_length_total': 207167.38300000044, 'edge_length_avg': 120.51622047702178, 'street_length_total': 105995.66399999989, 'street_length_avg': 116.35089352360032, 'street_segments_count': 911, 'node_density_km': 51.764750646006306, 'intersection_density_km': 46.513254203657844, 'edge_density_km': 17268.869441192768, 'street_density_km': 8835.489720640679, 'circuity_avg': 1.0320790970256895, 'self_loop_proportion': 0.004653868528214078, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0320790970256895\n", - "1598\n", - "7997836.26059259\n", - "{'n': 216, 'm': 660, 'k_avg': 6.111111111111111, 'intersection_count': 197, 'streets_per_node_avg': 3.162037037037037, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 125, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08796296296296297, 2: 0.0, 3: 0.5787037037037037, 4: 0.3287037037037037, 5: 0.004629629629629629}, 'edge_length_total': 107909.15299999995, 'edge_length_avg': 163.49871666666658, 'street_length_total': 54269.032999999974, 'street_length_avg': 163.46094277108426, 'street_segments_count': 332, 'node_density_km': 27.00730459615533, 'intersection_density_km': 24.63166206223426, 'edge_density_km': 13492.29335085244, 'street_density_km': 6785.464372082429, 'circuity_avg': 1.0401364464575242, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0401364464575242\n", - "1599\n", - "6998122.685026577\n", - "{'n': 259, 'm': 758, 'k_avg': 5.853281853281853, 'intersection_count': 236, 'streets_per_node_avg': 3.030888030888031, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 184, 4: 50, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0888030888030888, 2: 0.0, 3: 0.7104247104247104, 4: 0.19305019305019305, 5: 0.007722007722007722}, 'edge_length_total': 109301.10800000007, 'edge_length_avg': 144.1967124010555, 'street_length_total': 54650.55399999999, 'street_length_avg': 144.19671240105538, 'street_segments_count': 379, 'node_density_km': 37.00992561250252, 'intersection_density_km': 33.723329901739746, 'edge_density_km': 15618.632727583423, 'street_density_km': 7809.316363791705, 'circuity_avg': 1.0588360625960649, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0588360625960649\n", - "1600\n", - "5998157.63915378\n", - "{'n': 328, 'm': 869, 'k_avg': 5.298780487804878, 'intersection_count': 279, 'streets_per_node_avg': 2.8201219512195124, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 240, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14939024390243902, 2: 0.0, 3: 0.7317073170731707, 4: 0.11890243902439024}, 'edge_length_total': 103986.04999999987, 'edge_length_avg': 119.661737629459, 'street_length_total': 52024.76599999997, 'street_length_avg': 119.32285779816506, 'street_segments_count': 436, 'node_density_km': 54.683457776924016, 'intersection_density_km': 46.51428268220061, 'edge_density_km': 17336.331629768607, 'street_density_km': 8673.45760644924, 'circuity_avg': 1.0334215784741507, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0334215784741507\n", - "1601\n", - "947264792.6946166\n", - "error with entry 1601\n", - "1602\n", - "8001551.35743385\n", - "{'n': 353, 'm': 958, 'k_avg': 5.427762039660057, 'intersection_count': 297, 'streets_per_node_avg': 2.8243626062322944, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 247, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15864022662889518, 2: 0.0, 3: 0.6997167138810199, 4: 0.141643059490085}, 'edge_length_total': 122481.34300000005, 'edge_length_avg': 127.85108872651362, 'street_length_total': 61835.01600000002, 'street_length_avg': 128.0228074534162, 'street_segments_count': 483, 'node_density_km': 44.11644495314586, 'intersection_density_km': 37.117802127717624, 'edge_density_km': 15307.199507781528, 'street_density_km': 7727.878412297151, 'circuity_avg': 1.0574036786171557, 'self_loop_proportion': 0.0041753653444676405, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0574036786171557\n", - "1603\n", - "4999335.350355499\n", - "{'n': 172, 'm': 490, 'k_avg': 5.6976744186046515, 'intersection_count': 161, 'streets_per_node_avg': 3.005813953488372, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 138, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06395348837209303, 2: 0.0, 3: 0.8023255813953488, 4: 0.13372093023255813}, 'edge_length_total': 71872.36600000007, 'edge_length_avg': 146.67829795918382, 'street_length_total': 35936.182999999975, 'street_length_avg': 146.67829795918357, 'street_segments_count': 245, 'node_density_km': 34.40457339749557, 'intersection_density_km': 32.20428091277201, 'edge_density_km': 14376.384251736437, 'street_density_km': 7188.192125868207, 'circuity_avg': 1.028884084979436, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028884084979436\n", - "1604\n", - "5003578.2633759165\n", - "{'n': 157, 'm': 368, 'k_avg': 4.687898089171974, 'intersection_count': 123, 'streets_per_node_avg': 2.6496815286624202, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 110, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21656050955414013, 2: 0.0, 3: 0.7006369426751592, 4: 0.08280254777070063}, 'edge_length_total': 51618.26800000002, 'edge_length_avg': 140.2670326086957, 'street_length_total': 26699.301000000003, 'street_length_avg': 134.16734170854272, 'street_segments_count': 199, 'node_density_km': 31.3775445762833, 'intersection_density_km': 24.58240753428564, 'edge_density_km': 10316.270733251837, 'street_density_km': 5336.041447663091, 'circuity_avg': 1.1007273411021306, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1007273411021306\n", - "1605\n", - "12999373.382056618\n", - "{'n': 492, 'm': 1354, 'k_avg': 5.504065040650406, 'intersection_count': 407, 'streets_per_node_avg': 2.8434959349593494, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 316, 4: 89, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17276422764227642, 2: 0.0, 3: 0.6422764227642277, 4: 0.18089430894308944, 5: 0.0040650406504065045}, 'edge_length_total': 179753.75699999984, 'edge_length_avg': 132.75757533234847, 'street_length_total': 89949.48200000005, 'street_length_avg': 132.47346391752583, 'street_segments_count': 679, 'node_density_km': 37.847978170941744, 'intersection_density_km': 31.309201454417256, 'edge_density_km': 13827.878599757643, 'street_density_km': 6919.524453706339, 'circuity_avg': 1.0483419122656927, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0483419122656927\n", - "1606\n", - "12003000.83517959\n", - "{'n': 347, 'm': 973, 'k_avg': 5.60806916426513, 'intersection_count': 310, 'streets_per_node_avg': 2.913544668587896, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 266, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10662824207492795, 2: 0.0, 3: 0.7665706051873199, 4: 0.12680115273775217}, 'edge_length_total': 145491.44799999995, 'edge_length_avg': 149.5287235354573, 'street_length_total': 72810.513, 'street_length_avg': 149.20187090163935, 'street_segments_count': 488, 'node_density_km': 28.909437295295177, 'intersection_density_km': 25.826874817122494, 'edge_density_km': 12121.256175670598, 'street_density_km': 6066.025821359581, 'circuity_avg': 1.0269520529302307, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0269520529302307\n", - "1607\n", - "10999987.100978531\n", - "{'n': 476, 'm': 1336, 'k_avg': 5.61344537815126, 'intersection_count': 427, 'streets_per_node_avg': 2.9243697478991595, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 365, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10294117647058823, 2: 0.0, 3: 0.7668067226890757, 4: 0.13025210084033614}, 'edge_length_total': 165666.79800000013, 'edge_length_avg': 124.00209431137733, 'street_length_total': 83056.03300000013, 'street_length_avg': 123.59528720238114, 'street_segments_count': 672, 'node_density_km': 43.27277801604478, 'intersection_density_km': 38.81822733792253, 'edge_density_km': 15060.635660678441, 'street_density_km': 7550.5573086182685, 'circuity_avg': 1.0388392736683905, 'self_loop_proportion': 0.0029940119760479044, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0388392736683905\n", - "1608\n", - "12004875.303213218\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 145, 'm': 430, 'k_avg': 5.931034482758621, 'intersection_count': 140, 'streets_per_node_avg': 3.282758620689655, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 89, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.034482758620689655, 2: 0.0, 3: 0.6137931034482759, 4: 0.35172413793103446}, 'edge_length_total': 110654.90400000002, 'edge_length_avg': 257.3369860465117, 'street_length_total': 55327.45200000003, 'street_length_avg': 257.33698604651175, 'street_segments_count': 215, 'node_density_km': 12.07842616750791, 'intersection_density_km': 11.661928713455914, 'edge_density_km': 9217.497158873628, 'street_density_km': 4608.748579436815, 'circuity_avg': 1.013250381530701, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.013250381530701\n", - "1609\n", - "6998272.197443672\n", - "{'n': 276, 'm': 768, 'k_avg': 5.565217391304348, 'intersection_count': 248, 'streets_per_node_avg': 2.9782608695652173, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 198, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10144927536231885, 2: 0.0, 3: 0.717391304347826, 4: 0.18115942028985507}, 'edge_length_total': 110827.73900000006, 'edge_length_avg': 144.30695182291674, 'street_length_total': 55933.15900000003, 'street_length_avg': 143.78704113110547, 'street_segments_count': 389, 'node_density_km': 39.438305943689535, 'intersection_density_km': 35.4373183841848, 'edge_density_km': 15836.44303525136, 'street_density_km': 7992.424047242873, 'circuity_avg': 1.051045436453009, 'self_loop_proportion': 0.010416666666666666, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051045436453009\n", - "1610\n", - "18995129.498048864\n", - "{'n': 507, 'm': 1302, 'k_avg': 5.136094674556213, 'intersection_count': 416, 'streets_per_node_avg': 2.78698224852071, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 345, 4: 68, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1794871794871795, 2: 0.0, 3: 0.6804733727810651, 4: 0.1341222879684418, 5: 0.005917159763313609}, 'edge_length_total': 172753.71200000012, 'edge_length_avg': 132.68334254992328, 'street_length_total': 88770.10400000008, 'street_length_avg': 129.02631395348848, 'street_segments_count': 688, 'node_density_km': 26.691052569664127, 'intersection_density_km': 21.90035082639108, 'edge_density_km': 9094.631969618578, 'street_density_km': 4673.308703113518, 'circuity_avg': 1.0844260551343927, 'self_loop_proportion': 0.0015360983102918587, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0844260551343927\n", - "1611\n", - "8001117.751171745\n", - "{'n': 628, 'm': 1656, 'k_avg': 5.273885350318471, 'intersection_count': 507, 'streets_per_node_avg': 2.7213375796178343, 'streets_per_node_counts': {0: 0, 1: 121, 2: 0, 3: 441, 4: 65, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1926751592356688, 2: 0.0, 3: 0.7022292993630573, 4: 0.1035031847133758, 5: 0.0015923566878980893}, 'edge_length_total': 148185.8639999996, 'edge_length_avg': 89.4842173913041, 'street_length_total': 74291.92699999997, 'street_length_avg': 89.18598679471785, 'street_segments_count': 833, 'node_density_km': 78.4890335988407, 'intersection_density_km': 63.36614655193032, 'edge_density_km': 18520.645315874535, 'street_density_km': 9285.193558002578, 'circuity_avg': 1.0477223939513356, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0477223939513356\n", - "1612\n", - "8002913.450544884\n", - "{'n': 785, 'm': 2063, 'k_avg': 5.256050955414013, 'intersection_count': 636, 'streets_per_node_avg': 2.7528662420382166, 'streets_per_node_counts': {0: 0, 1: 149, 2: 2, 3: 529, 4: 104, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18980891719745224, 2: 0.0025477707006369425, 3: 0.6738853503184713, 4: 0.13248407643312102, 5: 0.0012738853503184713}, 'edge_length_total': 166041.24699999977, 'edge_length_avg': 80.48533543383411, 'street_length_total': 85202.24699999989, 'street_length_avg': 80.07729981202996, 'street_segments_count': 1064, 'node_density_km': 98.08927771754831, 'intersection_density_km': 79.47105812530029, 'edge_density_km': 20747.599986689187, 'street_density_km': 10646.40365368425, 'circuity_avg': 1.0811002623062416, 'self_loop_proportion': 0.007755695588948134, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0811002623062416\n", - "1613\n", - "6005296.128067846\n", - "{'n': 423, 'm': 1157, 'k_avg': 5.470449172576832, 'intersection_count': 366, 'streets_per_node_avg': 2.858156028368794, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 313, 4: 52, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1347517730496454, 2: 0.0, 3: 0.7399527186761229, 4: 0.12293144208037825, 5: 0.002364066193853428}, 'edge_length_total': 111008.84999999998, 'edge_length_avg': 95.945419187554, 'street_length_total': 56221.81700000005, 'street_length_avg': 96.10567008547017, 'street_segments_count': 585, 'node_density_km': 70.43782537599802, 'intersection_density_km': 60.94620351682098, 'edge_density_km': 18485.158372317626, 'street_density_km': 9362.039073681608, 'circuity_avg': 1.0820753394832232, 'self_loop_proportion': 0.00864304235090752, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0820753394832232\n", - "1614\n", - "10999899.491625264\n", - "{'n': 418, 'm': 1109, 'k_avg': 5.30622009569378, 'intersection_count': 351, 'streets_per_node_avg': 2.7799043062200957, 'streets_per_node_counts': {0: 0, 1: 67, 2: 1, 3: 309, 4: 39, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16028708133971292, 2: 0.0023923444976076554, 3: 0.7392344497607656, 4: 0.09330143540669857, 5: 0.004784688995215311}, 'edge_length_total': 149385.78400000007, 'edge_length_avg': 134.70314156898112, 'street_length_total': 75478.88399999992, 'street_length_avg': 134.06551332149186, 'street_segments_count': 563, 'node_density_km': 38.00034721392162, 'intersection_density_km': 31.909382469106436, 'edge_density_km': 13580.649906277273, 'street_density_km': 6861.779424208877, 'circuity_avg': 1.0317204363297858, 'self_loop_proportion': 0.0036068530207394047, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0317204363297858\n", - "1615\n", - "27010170.315445393\n", - "{'n': 1621, 'm': 4256, 'k_avg': 5.251079580505861, 'intersection_count': 1298, 'streets_per_node_avg': 2.729796421961752, 'streets_per_node_counts': {0: 0, 1: 323, 2: 0, 3: 1094, 4: 200, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19925971622455274, 2: 0.0, 3: 0.674892041949414, 4: 0.12338062924120913, 5: 0.0024676125848241827}, 'edge_length_total': 459715.7440000009, 'edge_length_avg': 108.01591729323329, 'street_length_total': 232955.39399999994, 'street_length_avg': 107.25386464088395, 'street_segments_count': 2172, 'node_density_km': 60.01443090023959, 'intersection_density_km': 48.05597242967982, 'edge_density_km': 17020.09793463312, 'street_density_km': 8624.72880694083, 'circuity_avg': 1.0579292846370585, 'self_loop_proportion': 0.002349624060150376, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0579292846370585\n", - "1616\n", - "10003080.571025278\n", - "{'n': 1330, 'm': 3487, 'k_avg': 5.243609022556391, 'intersection_count': 1072, 'streets_per_node_avg': 2.756390977443609, 'streets_per_node_counts': {0: 0, 1: 258, 2: 1, 3: 883, 4: 184, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19398496240601504, 2: 0.0007518796992481203, 3: 0.6639097744360902, 4: 0.13834586466165413, 5: 0.002255639097744361, 6: 0.0007518796992481203}, 'edge_length_total': 244535.28800000044, 'edge_length_avg': 70.12769945511914, 'street_length_total': 124511.98999999996, 'street_length_avg': 69.0582307265668, 'street_segments_count': 1803, 'node_density_km': 132.95904102306756, 'intersection_density_km': 107.16698644866797, 'edge_density_km': 24445.99803667646, 'street_density_km': 12447.364500957723, 'circuity_avg': 1.0816555783745725, 'self_loop_proportion': 0.0068827071981646115, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0816555783745725\n", - "1617\n", - "26009028.574918725\n", - "error with entry 1617\n", - "1618\n", - "6002527.448892102\n", - "{'n': 252, 'm': 691, 'k_avg': 5.484126984126984, 'intersection_count': 221, 'streets_per_node_avg': 2.9365079365079363, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 177, 4: 43, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12301587301587301, 2: 0.0, 3: 0.7023809523809523, 4: 0.17063492063492064, 5: 0.0, 6: 0.003968253968253968}, 'edge_length_total': 65714.65000000001, 'edge_length_avg': 95.1007959479016, 'street_length_total': 33298.295, 'street_length_avg': 94.86693732193731, 'street_segments_count': 351, 'node_density_km': 41.98231530728145, 'intersection_density_km': 36.81782413852858, 'edge_density_km': 10947.829986538269, 'street_density_km': 5547.379047162197, 'circuity_avg': 1.0907706811661004, 'self_loop_proportion': 0.002894356005788712, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0907706811661004\n", - "1619\n", - "14999419.584596226\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 865, 'm': 2187, 'k_avg': 5.05664739884393, 'intersection_count': 648, 'streets_per_node_avg': 2.593063583815029, 'streets_per_node_counts': {0: 0, 1: 217, 2: 0, 3: 568, 4: 78, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2508670520231214, 2: 0.0, 3: 0.6566473988439306, 4: 0.09017341040462427, 5: 0.0023121387283236996}, 'edge_length_total': 229627.10700000008, 'edge_length_avg': 104.99639094650209, 'street_length_total': 115292.24000000012, 'street_length_avg': 104.81112727272739, 'street_segments_count': 1100, 'node_density_km': 57.668898127786136, 'intersection_density_km': 43.201671661046724, 'edge_density_km': 15309.066174521678, 'street_density_km': 7686.446755473153, 'circuity_avg': 1.045418227170417, 'self_loop_proportion': 0.0009144947416552355, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045418227170417\n", - "1620\n", - "6000214.873002833\n", - "{'n': 95, 'm': 294, 'k_avg': 6.189473684210526, 'intersection_count': 91, 'streets_per_node_avg': 3.2, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 64, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.042105263157894736, 2: 0.0, 3: 0.6736842105263158, 4: 0.28421052631578947}, 'edge_length_total': 57672.99199999993, 'edge_length_avg': 196.16663945578208, 'street_length_total': 28836.496000000003, 'street_length_avg': 196.16663945578233, 'street_segments_count': 147, 'node_density_km': 15.832766327659339, 'intersection_density_km': 15.166123534915787, 'edge_density_km': 9611.82111318911, 'street_density_km': 4805.91055659456, 'circuity_avg': 1.0467959571056669, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0467959571056669\n", - "1621\n", - "44997482.2720518\n", - "error with entry 1621\n", - "1622\n", - "10007079.117359914\n", - "{'n': 917, 'm': 2390, 'k_avg': 5.212649945474373, 'intersection_count': 761, 'streets_per_node_avg': 2.8244274809160306, 'streets_per_node_counts': {0: 0, 1: 156, 2: 1, 3: 610, 4: 148, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17011995637949837, 2: 0.0010905125408942203, 3: 0.6652126499454744, 4: 0.1613958560523446, 5: 0.0021810250817884407}, 'edge_length_total': 211730.62299999956, 'edge_length_avg': 88.5902188284517, 'street_length_total': 108869.72500000002, 'street_length_avg': 86.81796251993622, 'street_segments_count': 1254, 'node_density_km': 91.63513041574959, 'intersection_density_km': 76.04616602659262, 'edge_density_km': 21158.084243852634, 'street_density_km': 10879.270936425075, 'circuity_avg': 1.0512076251668596, 'self_loop_proportion': 0.0016736401673640166, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0512076251668596\n", - "1623\n", - "6001611.309308204\n", - "{'n': 275, 'm': 684, 'k_avg': 4.974545454545455, 'intersection_count': 214, 'streets_per_node_avg': 2.629090909090909, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 194, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22181818181818183, 2: 0.0, 3: 0.7054545454545454, 4: 0.07272727272727272}, 'edge_length_total': 81646.19500000008, 'edge_length_avg': 119.36578216374281, 'street_length_total': 41699.716000000015, 'street_length_avg': 118.46510227272732, 'street_segments_count': 352, 'node_density_km': 45.821028025171934, 'intersection_density_km': 35.65709089958834, 'edge_density_km': 13604.04577906784, 'street_density_km': 6948.086747191676, 'circuity_avg': 1.073424393033901, 'self_loop_proportion': 0.005847953216374269, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.073424393033901\n", - "1624\n", - "23017158.02622756\n", - "{'n': 2218, 'm': 6202, 'k_avg': 5.5924256086564474, 'intersection_count': 1836, 'streets_per_node_avg': 2.8872858431018935, 'streets_per_node_counts': {0: 0, 1: 382, 2: 0, 3: 1336, 4: 486, 5: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17222723174030657, 2: 0.0, 3: 0.6023444544634806, 4: 0.21911632100991885, 5: 0.0063119927862939585}, 'edge_length_total': 493082.24099999946, 'edge_length_avg': 79.5037473395678, 'street_length_total': 248901.8260000005, 'street_length_avg': 78.84124992081105, 'street_segments_count': 3157, 'node_density_km': 96.36289577855948, 'intersection_density_km': 79.7665809961385, 'edge_density_km': 21422.377186538095, 'street_density_km': 10813.751450825606, 'circuity_avg': 1.038772863751394, 'self_loop_proportion': 0.002257336343115124, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038772863751394\n", - "1625\n", - "7998491.610248377\n", - "{'n': 499, 'm': 1487, 'k_avg': 5.959919839679359, 'intersection_count': 451, 'streets_per_node_avg': 3.1042084168336674, 'streets_per_node_counts': {0: 0, 1: 48, 2: 2, 3: 300, 4: 148, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09619238476953908, 2: 0.004008016032064128, 3: 0.6012024048096193, 4: 0.2965931863727455, 5: 0.002004008016032064}, 'edge_length_total': 164694.56500000015, 'edge_length_avg': 110.75626429051792, 'street_length_total': 83136.47399999997, 'street_length_avg': 109.82361162483484, 'street_segments_count': 757, 'node_density_km': 62.38676294423276, 'intersection_density_km': 56.385631438575096, 'edge_density_km': 20590.70297566842, 'street_density_km': 10394.019028972682, 'circuity_avg': 1.026402434467904, 'self_loop_proportion': 0.0013449899125756557, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.026402434467904\n", - "1626\n", - "7997397.424506756\n", - "{'n': 429, 'm': 1113, 'k_avg': 5.188811188811189, 'intersection_count': 343, 'streets_per_node_avg': 2.6736596736596736, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 312, 4: 30, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20046620046620048, 2: 0.0, 3: 0.7272727272727273, 4: 0.06993006993006994, 5: 0.002331002331002331}, 'edge_length_total': 102745.03300000014, 'edge_length_avg': 92.31359658580426, 'street_length_total': 51597.29099999997, 'street_length_avg': 91.64705328596797, 'street_segments_count': 563, 'node_density_km': 53.642451066067764, 'intersection_density_km': 42.88895271715908, 'edge_density_km': 12847.3086363264, 'street_density_km': 6451.760274147219, 'circuity_avg': 1.0674803813411193, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0674803813411193\n", - "1627\n", - "10003613.703611415\n", - "{'n': 416, 'm': 1141, 'k_avg': 5.485576923076923, 'intersection_count': 346, 'streets_per_node_avg': 2.8389423076923075, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 275, 4: 69, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16826923076923078, 2: 0.0, 3: 0.6610576923076923, 4: 0.1658653846153846, 5: 0.004807692307692308}, 'edge_length_total': 113969.74699999974, 'edge_length_avg': 99.8858431200699, 'street_length_total': 57323.74000000001, 'street_length_avg': 97.98929914529917, 'street_segments_count': 585, 'node_density_km': 41.58497242349726, 'intersection_density_km': 34.587501102235706, 'edge_density_km': 11392.857658913339, 'street_density_km': 5730.303238249346, 'circuity_avg': 1.057313894377978, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057313894377978\n", - "1628\n", - "6997963.571267562\n", - "{'n': 210, 'm': 555, 'k_avg': 5.285714285714286, 'intersection_count': 169, 'streets_per_node_avg': 2.7095238095238097, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 148, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19523809523809524, 2: 0.0, 3: 0.7047619047619048, 4: 0.1}, 'edge_length_total': 87601.81599999993, 'edge_length_avg': 157.8411099099098, 'street_length_total': 43829.40299999999, 'street_length_avg': 157.6597230215827, 'street_segments_count': 278, 'node_density_km': 30.008730091454602, 'intersection_density_km': 24.149882787884895, 'edge_density_km': 12518.186913644131, 'street_density_km': 6263.16535569805, 'circuity_avg': 1.1006037126763781, 'self_loop_proportion': 0.0036036036036036037, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1006037126763781\n", - "1629\n", - "14008440.407391496\n", - "{'n': 244, 'm': 540, 'k_avg': 4.426229508196721, 'intersection_count': 162, 'streets_per_node_avg': 2.3811475409836067, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 149, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3360655737704918, 2: 0.0, 3: 0.610655737704918, 4: 0.05327868852459016}, 'edge_length_total': 113754.2879999998, 'edge_length_avg': 210.65608888888852, 'street_length_total': 56877.143999999986, 'street_length_avg': 210.65608888888883, 'street_segments_count': 270, 'node_density_km': 17.418070313612812, 'intersection_density_km': 11.564456519693753, 'edge_density_km': 8120.410601880978, 'street_density_km': 4060.2053009404954, 'circuity_avg': 1.109168173026813, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.109168173026813\n", - "1630\n", - "5998316.608539151\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 272, 'm': 722, 'k_avg': 5.3088235294117645, 'intersection_count': 220, 'streets_per_node_avg': 2.7536764705882355, 'streets_per_node_counts': {0: 0, 1: 52, 2: 2, 3: 182, 4: 34, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19117647058823528, 2: 0.007352941176470588, 3: 0.6691176470588235, 4: 0.125, 5: 0.003676470588235294, 6: 0.003676470588235294}, 'edge_length_total': 73655.56400000003, 'edge_length_avg': 102.01601662049865, 'street_length_total': 36875.87700000003, 'street_length_avg': 101.86706353591168, 'street_segments_count': 362, 'node_density_km': 45.346055860536474, 'intersection_density_km': 36.676956946022145, 'edge_density_km': 12279.37249846809, 'street_density_km': 6147.70433216277, 'circuity_avg': 1.0709096747671523, 'self_loop_proportion': 0.008310249307479225, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0709096747671523\n", - "1631\n", - "27994160.938793685\n", - "{'n': 2326, 'm': 6484, 'k_avg': 5.575236457437661, 'intersection_count': 1909, 'streets_per_node_avg': 2.824591573516767, 'streets_per_node_counts': {0: 0, 1: 417, 2: 2, 3: 1483, 4: 420, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17927773000859845, 2: 0.0008598452278589854, 3: 0.6375752364574376, 4: 0.18056749785038692, 5: 0.0017196904557179708}, 'edge_length_total': 464149.55600000196, 'edge_length_avg': 71.5838303516351, 'street_length_total': 232991.64199999993, 'street_length_avg': 71.46982883435581, 'street_segments_count': 3260, 'node_density_km': 83.08875572608004, 'intersection_density_km': 68.19279221026947, 'edge_density_km': 16580.227462963318, 'street_density_km': 8322.865704366417, 'circuity_avg': 1.056358538942645, 'self_loop_proportion': 0.0024676125848241827, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056358538942645\n", - "1632\n", - "15995949.255964627\n", - "{'n': 948, 'm': 2536, 'k_avg': 5.350210970464135, 'intersection_count': 796, 'streets_per_node_avg': 2.831223628691983, 'streets_per_node_counts': {0: 0, 1: 152, 2: 2, 3: 649, 4: 144, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16033755274261605, 2: 0.002109704641350211, 3: 0.6845991561181435, 4: 0.1518987341772152, 5: 0.0010548523206751054}, 'edge_length_total': 270487.29200000025, 'edge_length_avg': 106.65902681388022, 'street_length_total': 137487.44500000007, 'street_length_avg': 104.31520864946894, 'street_segments_count': 1318, 'node_density_km': 59.26500421014441, 'intersection_density_km': 49.76259847180902, 'edge_density_km': 16909.73681347107, 'street_density_km': 8595.141357349159, 'circuity_avg': 1.0517552069928915, 'self_loop_proportion': 0.008280757097791799, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0517552069928915\n", - "1633\n", - "17999479.16704166\n", - "{'n': 480, 'm': 1118, 'k_avg': 4.658333333333333, 'intersection_count': 361, 'streets_per_node_avg': 2.5416666666666665, 'streets_per_node_counts': {0: 0, 1: 119, 2: 0, 3: 344, 4: 16, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24791666666666667, 2: 0.0, 3: 0.7166666666666667, 4: 0.03333333333333333, 5: 0.0020833333333333333}, 'edge_length_total': 162975.10100000005, 'edge_length_avg': 145.77379338103762, 'street_length_total': 83727.53700000003, 'street_length_avg': 140.71854957983197, 'street_segments_count': 595, 'node_density_km': 26.667438293376538, 'intersection_density_km': 20.056135883143604, 'edge_density_km': 9054.43426932148, 'street_density_km': 4651.664430008129, 'circuity_avg': 1.0861854709051122, 'self_loop_proportion': 0.0017889087656529517, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0861854709051122\n", - "1634\n", - "12004053.904776914\n", - "{'n': 688, 'm': 1993, 'k_avg': 5.7936046511627906, 'intersection_count': 576, 'streets_per_node_avg': 2.953488372093023, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 387, 4: 186, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16279069767441862, 2: 0.0, 3: 0.5625, 4: 0.2703488372093023, 5: 0.00436046511627907}, 'edge_length_total': 166518.9810000003, 'edge_length_avg': 83.55192222779743, 'street_length_total': 83314.85300000006, 'street_length_avg': 83.5655496489469, 'street_segments_count': 997, 'node_density_km': 57.31397121819122, 'intersection_density_km': 47.98378985709033, 'edge_density_km': 13871.895471390331, 'street_density_km': 6940.559719316622, 'circuity_avg': 1.0630868292881053, 'self_loop_proportion': 0.0010035122930255895, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630868292881053\n", - "1635\n", - "14012667.150876528\n", - "{'n': 1340, 'm': 3677, 'k_avg': 5.488059701492538, 'intersection_count': 1151, 'streets_per_node_avg': 2.8925373134328356, 'streets_per_node_counts': {0: 0, 1: 189, 2: 2, 3: 923, 4: 218, 5: 7, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.141044776119403, 2: 0.0014925373134328358, 3: 0.6888059701492537, 4: 0.1626865671641791, 5: 0.0052238805970149255, 6: 0.0, 7: 0.0007462686567164179}, 'edge_length_total': 289622.8210000008, 'edge_length_avg': 78.76606499864042, 'street_length_total': 148065.8330000001, 'street_length_avg': 78.0115031612224, 'street_segments_count': 1898, 'node_density_km': 95.62776205072277, 'intersection_density_km': 82.13996576147903, 'edge_density_km': 20668.643441079963, 'street_density_km': 10566.570332810496, 'circuity_avg': 1.0487475249957319, 'self_loop_proportion': 0.0027196083763937995, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0487475249957319\n", - "1636\n", - "27007743.479962356\n", - "{'n': 1526, 'm': 3564, 'k_avg': 4.671035386631717, 'intersection_count': 1163, 'streets_per_node_avg': 2.5884665792922674, 'streets_per_node_counts': {0: 0, 1: 363, 2: 5, 3: 1058, 4: 98, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23787680209698558, 2: 0.00327653997378768, 3: 0.6933158584534731, 4: 0.06422018348623854, 5: 0.000655307994757536, 6: 0.000655307994757536}, 'edge_length_total': 388510.58299999917, 'edge_length_avg': 109.00970342311986, 'street_length_total': 204928.37499999994, 'street_length_avg': 105.524394953656, 'street_segments_count': 1942, 'node_density_km': 56.50231390609042, 'intersection_density_km': 43.061724163029595, 'edge_density_km': 14385.15525327926, 'street_density_km': 7587.7636779259565, 'circuity_avg': 1.0887173338537108, 'self_loop_proportion': 0.005050505050505051, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0887173338537108\n", - "1637\n", - "7000645.19307409\n", - "{'n': 265, 'm': 716, 'k_avg': 5.40377358490566, 'intersection_count': 224, 'streets_per_node_avg': 2.8566037735849057, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 180, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15471698113207547, 2: 0.0, 3: 0.6792452830188679, 4: 0.1660377358490566}, 'edge_length_total': 106324.82999999997, 'edge_length_avg': 148.49836592178767, 'street_length_total': 53162.41499999998, 'street_length_avg': 148.49836592178764, 'street_segments_count': 358, 'node_density_km': 37.85365386924208, 'intersection_density_km': 31.997050817774436, 'edge_density_km': 15187.861556701906, 'street_density_km': 7593.930778350952, 'circuity_avg': 1.0205615383880309, 'self_loop_proportion': 0.002793296089385475, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0205615383880309\n", - "1638\n", - "22997329.134893734\n", - "{'n': 1449, 'm': 4129, 'k_avg': 5.699102829537612, 'intersection_count': 1283, 'streets_per_node_avg': 2.9937888198757765, 'streets_per_node_counts': {0: 0, 1: 166, 2: 0, 3: 962, 4: 319, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11456176673567978, 2: 0.0, 3: 0.6639061421670117, 4: 0.22015182884748102, 5: 0.0013802622498274672}, 'edge_length_total': 457610.10799999913, 'edge_length_avg': 110.82831387745196, 'street_length_total': 233316.4189999995, 'street_length_avg': 109.3329048734768, 'street_segments_count': 2134, 'node_density_km': 63.007316697548134, 'intersection_density_km': 55.78908717940252, 'edge_density_km': 19898.402345586714, 'street_density_km': 10145.370257191722, 'circuity_avg': 1.0411843656848334, 'self_loop_proportion': 0.0036328408815693874, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0411843656848334\n", - "1639\n", - "11998070.805571869\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 500, 'm': 1331, 'k_avg': 5.324, 'intersection_count': 438, 'streets_per_node_avg': 2.816, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 406, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.124, 2: 0.0, 3: 0.812, 4: 0.064}, 'edge_length_total': 187476.71900000022, 'edge_length_avg': 140.8540338091662, 'street_length_total': 95526.94900000012, 'street_length_avg': 140.68770103092803, 'street_segments_count': 679, 'node_density_km': 41.673366335511325, 'intersection_density_km': 36.505868909907925, 'edge_density_km': 15625.571980533452, 'street_density_km': 7961.859081181426, 'circuity_avg': 1.0300694998530133, 'self_loop_proportion': 0.004507888805409466, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0300694998530133\n", - "1640\n", - "11005305.643055469\n", - "{'n': 1158, 'm': 3290, 'k_avg': 5.682210708117444, 'intersection_count': 1018, 'streets_per_node_avg': 3.038860103626943, 'streets_per_node_counts': {0: 0, 1: 140, 2: 5, 3: 686, 4: 324, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12089810017271158, 2: 0.004317789291882556, 3: 0.5924006908462867, 4: 0.27979274611398963, 5: 0.0025906735751295338}, 'edge_length_total': 295565.63300000026, 'edge_length_avg': 89.83757841945297, 'street_length_total': 153773.09799999997, 'street_length_avg': 89.97840725570508, 'street_segments_count': 1709, 'node_density_km': 105.22197543243311, 'intersection_density_km': 92.50083850623221, 'edge_density_km': 26856.649200516036, 'street_density_km': 13972.633108743632, 'circuity_avg': 1.0345293868486563, 'self_loop_proportion': 0.00182370820668693, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0345293868486563\n", - "1641\n", - "9002410.949001826\n", - "{'n': 381, 'm': 1064, 'k_avg': 5.585301837270341, 'intersection_count': 340, 'streets_per_node_avg': 2.9186351706036744, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 290, 4: 49, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10761154855643044, 2: 0.0, 3: 0.7611548556430446, 4: 0.12860892388451445, 5: 0.0026246719160104987}, 'edge_length_total': 134869.42100000015, 'edge_length_avg': 126.75697462406029, 'street_length_total': 67601.93800000002, 'street_length_avg': 126.12301865671647, 'street_segments_count': 536, 'node_density_km': 42.32199598067057, 'intersection_density_km': 37.76766045519158, 'edge_density_km': 14981.47793563615, 'street_density_km': 7509.314824990924, 'circuity_avg': 1.0287252016886173, 'self_loop_proportion': 0.0037593984962406013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0287252016886173\n", - "1642\n", - "11000943.425979009\n", - "{'n': 437, 'm': 1182, 'k_avg': 5.409610983981693, 'intersection_count': 375, 'streets_per_node_avg': 2.8375286041189933, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 323, 4: 51, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14187643020594964, 2: 0.0, 3: 0.7391304347826086, 4: 0.11670480549199085, 5: 0.002288329519450801}, 'edge_length_total': 158519.21299999993, 'edge_length_avg': 134.1110093062605, 'street_length_total': 79432.069, 'street_length_avg': 133.27528355704698, 'street_segments_count': 596, 'node_density_km': 39.72386577027687, 'intersection_density_km': 34.08798550080967, 'edge_density_km': 14409.601691583355, 'street_density_km': 7220.477910323503, 'circuity_avg': 1.0381033972187022, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0381033972187022\n", - "1643\n", - "14998901.143242672\n", - "{'n': 701, 'm': 1914, 'k_avg': 5.4607703281027105, 'intersection_count': 583, 'streets_per_node_avg': 2.7845934379457917, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 498, 4: 85}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16833095577746077, 2: 0.0, 3: 0.7104136947218259, 4: 0.12125534950071326}, 'edge_length_total': 238855.28400000025, 'edge_length_avg': 124.79377429467098, 'street_length_total': 119427.64200000005, 'street_length_avg': 124.7937742946709, 'street_segments_count': 957, 'node_density_km': 46.73675713342611, 'intersection_density_km': 38.869514135217436, 'edge_density_km': 15924.852208763952, 'street_density_km': 7962.4261043819715, 'circuity_avg': 1.0586337652381392, 'self_loop_proportion': 0.003134796238244514, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0586337652381392\n", - "1644\n", - "13003863.154609364\n", - "{'n': 771, 'm': 1935, 'k_avg': 5.019455252918288, 'intersection_count': 620, 'streets_per_node_avg': 2.6783398184176392, 'streets_per_node_counts': {0: 0, 1: 151, 2: 1, 3: 565, 4: 53, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19584954604409857, 2: 0.0012970168612191958, 3: 0.7328145265888456, 4: 0.06874189364461739, 5: 0.0012970168612191958}, 'edge_length_total': 199139.38099999982, 'edge_length_avg': 102.91440878552962, 'street_length_total': 101870.86100000015, 'street_length_avg': 101.46500099601609, 'street_segments_count': 1004, 'node_density_km': 59.29007332922528, 'intersection_density_km': 47.67813938277519, 'edge_density_km': 15313.863167608977, 'street_density_km': 7833.892112582782, 'circuity_avg': 1.0504073984218973, 'self_loop_proportion': 0.004134366925064599, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0504073984218973\n", - "1645\n", - "14996892.714090876\n", - "{'n': 710, 'm': 2002, 'k_avg': 5.6394366197183095, 'intersection_count': 637, 'streets_per_node_avg': 2.964788732394366, 'streets_per_node_counts': {0: 0, 1: 73, 2: 6, 3: 505, 4: 125, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1028169014084507, 2: 0.008450704225352112, 3: 0.7112676056338029, 4: 0.176056338028169, 5: 0.0014084507042253522}, 'edge_length_total': 263526.53600000055, 'edge_length_avg': 131.63163636363663, 'street_length_total': 133531.1360000001, 'street_length_avg': 129.2653785091966, 'street_segments_count': 1033, 'node_density_km': 47.34314057824083, 'intersection_density_km': 42.47546556104142, 'edge_density_km': 17572.075830908267, 'street_density_km': 8903.92020171859, 'circuity_avg': 1.029077511047096, 'self_loop_proportion': 0.001998001998001998, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029077511047096\n", - "1646\n", - "7005333.060576051\n", - "{'n': 261, 'm': 631, 'k_avg': 4.835249042145594, 'intersection_count': 195, 'streets_per_node_avg': 2.574712643678161, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 174, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25287356321839083, 2: 0.0, 3: 0.6666666666666666, 4: 0.08045977011494253}, 'edge_length_total': 81106.32000000014, 'edge_length_avg': 128.53616481774984, 'street_length_total': 40965.20000000002, 'street_length_avg': 124.89390243902444, 'street_segments_count': 328, 'node_density_km': 37.25732920092423, 'intersection_density_km': 27.835935609885922, 'edge_density_km': 11577.796415768238, 'street_density_km': 5847.71625356974, 'circuity_avg': 1.088765982264943, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.088765982264943\n", - "1647\n", - "8001171.238271687\n", - "{'n': 156, 'm': 408, 'k_avg': 5.230769230769231, 'intersection_count': 125, 'streets_per_node_avg': 2.730769230769231, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 105, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1987179487179487, 2: 0.0, 3: 0.6730769230769231, 4: 0.1282051282051282}, 'edge_length_total': 45225.25199999998, 'edge_length_avg': 110.84620588235289, 'street_length_total': 22612.626, 'street_length_avg': 110.84620588235295, 'street_segments_count': 204, 'node_density_km': 19.49714552462161, 'intersection_density_km': 15.62271276011347, 'edge_density_km': 5652.328971997976, 'street_density_km': 2826.164485998989, 'circuity_avg': 1.04405009988448, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04405009988448\n", - "1648\n", - "59038503.7254903\n", - "{'n': 7715, 'm': 20550, 'k_avg': 5.327284510693454, 'intersection_count': 6580, 'streets_per_node_avg': 2.878159429682437, 'streets_per_node_counts': {0: 0, 1: 1135, 2: 29, 3: 5237, 4: 1274, 5: 35, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1471160077770577, 2: 0.0037589112119248216, 3: 0.6788075178224239, 4: 0.16513285806869735, 5: 0.004536616979909268, 6: 0.0006480881399870382}, 'edge_length_total': 1416553.6480000073, 'edge_length_avg': 68.93205099756726, 'street_length_total': 741784.312999998, 'street_length_avg': 67.25152429737062, 'street_segments_count': 11030, 'node_density_km': 130.677431051983, 'intersection_density_km': 111.45268908905355, 'edge_density_km': 23993.725426825138, 'street_density_km': 12564.41586746595, 'circuity_avg': 1.087599041358235, 'self_loop_proportion': 0.005158150851581509, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.087599041358235\n", - "1649\n", - "12996906.20440995\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 228, 'm': 640, 'k_avg': 5.614035087719298, 'intersection_count': 193, 'streets_per_node_avg': 2.942982456140351, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 138, 4: 53, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15350877192982457, 2: 0.0, 3: 0.6052631578947368, 4: 0.2324561403508772, 5: 0.008771929824561403}, 'edge_length_total': 141531.298, 'edge_length_avg': 221.142653125, 'street_length_total': 70765.64900000003, 'street_length_avg': 221.1426531250001, 'street_segments_count': 320, 'node_density_km': 17.542636410089493, 'intersection_density_km': 14.849687838365227, 'edge_density_km': 10889.614480096607, 'street_density_km': 5444.807240048305, 'circuity_avg': 1.0399684225135897, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0399684225135897\n", - "1650\n", - "13000128.061430834\n", - "{'n': 959, 'm': 2438, 'k_avg': 5.084462982273201, 'intersection_count': 733, 'streets_per_node_avg': 2.6120959332638165, 'streets_per_node_counts': {0: 0, 1: 226, 2: 0, 3: 656, 4: 74, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23566214807090718, 2: 0.0, 3: 0.6840458811261731, 4: 0.07716371220020855, 5: 0.0031282586027111575}, 'edge_length_total': 237613.57800000053, 'edge_length_avg': 97.46250123051703, 'street_length_total': 118806.78899999999, 'street_length_avg': 97.4625012305168, 'street_segments_count': 1219, 'node_density_km': 73.76850408460126, 'intersection_density_km': 56.38405995204664, 'edge_density_km': 18277.787486183275, 'street_density_km': 9138.893743091616, 'circuity_avg': 1.0551127960788513, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0551127960788513\n", - "1651\n", - "15006737.248667922\n", - "{'n': 827, 'm': 2230, 'k_avg': 5.392986698911729, 'intersection_count': 685, 'streets_per_node_avg': 2.759371221281741, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 600, 4: 85}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1717049576783555, 2: 0.0, 3: 0.7255139056831923, 4: 0.10278113663845223}, 'edge_length_total': 252116.31999999937, 'edge_length_avg': 113.05664573991002, 'street_length_total': 126058.16000000002, 'street_length_avg': 113.05664573991034, 'street_segments_count': 1115, 'node_density_km': 55.10858131892787, 'intersection_density_km': 45.64616469584715, 'edge_density_km': 16800.20885435164, 'street_density_km': 8400.104427175842, 'circuity_avg': 1.0534351888011582, 'self_loop_proportion': 0.0008968609865470852, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0534351888011582\n", - "1652\n", - "6002013.13476854\n", - "{'n': 229, 'm': 648, 'k_avg': 5.6593886462882095, 'intersection_count': 198, 'streets_per_node_avg': 2.8820960698689957, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 163, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13537117903930132, 2: 0.0, 3: 0.7117903930131004, 4: 0.15283842794759825}, 'edge_length_total': 81413.55400000005, 'edge_length_avg': 125.63820061728403, 'street_length_total': 40706.77700000002, 'street_length_avg': 125.638200617284, 'street_segments_count': 324, 'node_density_km': 38.15386518790601, 'intersection_density_km': 32.98893147251262, 'edge_density_km': 13564.374514341955, 'street_density_km': 6782.1872571709755, 'circuity_avg': 1.0350097224041785, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0350097224041785\n", - "1653\n", - "5001770.301841655\n", - "{'n': 276, 'm': 772, 'k_avg': 5.594202898550725, 'intersection_count': 240, 'streets_per_node_avg': 2.869565217391304, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 205, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13043478260869565, 2: 0.0, 3: 0.7427536231884058, 4: 0.12318840579710146, 5: 0.0036231884057971015}, 'edge_length_total': 96817.97399999996, 'edge_length_avg': 125.41188341968906, 'street_length_total': 48408.98699999996, 'street_length_avg': 125.411883419689, 'street_segments_count': 386, 'node_density_km': 55.18046278502167, 'intersection_density_km': 47.98301111741014, 'edge_density_km': 19356.741345029684, 'street_density_km': 9678.370672514839, 'circuity_avg': 1.024778466828887, 'self_loop_proportion': 0.0025906735751295338, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024778466828887\n", - "1654\n", - "5999676.551050479\n", - "{'n': 304, 'm': 828, 'k_avg': 5.447368421052632, 'intersection_count': 262, 'streets_per_node_avg': 2.9342105263157894, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 201, 4: 58, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13815789473684212, 2: 0.0, 3: 0.6611842105263158, 4: 0.19078947368421054, 5: 0.009868421052631578}, 'edge_length_total': 119161.1980000001, 'edge_length_avg': 143.91449033816437, 'street_length_total': 59580.598999999944, 'street_length_avg': 143.91449033816411, 'street_segments_count': 414, 'node_density_km': 50.66939816060132, 'intersection_density_km': 43.66902078314982, 'edge_density_km': 19861.27035117189, 'street_density_km': 9930.635175585927, 'circuity_avg': 1.0500363458875264, 'self_loop_proportion': 0.0024154589371980675, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0500363458875264\n", - "1655\n", - "7000832.336764557\n", - "{'n': 369, 'm': 930, 'k_avg': 5.040650406504065, 'intersection_count': 278, 'streets_per_node_avg': 2.5962059620596207, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 246, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24661246612466126, 2: 0.0, 3: 0.6666666666666666, 4: 0.08401084010840108, 5: 0.0027100271002710027}, 'edge_length_total': 98845.28000000014, 'edge_length_avg': 106.28524731182812, 'street_length_total': 49422.64000000001, 'street_length_avg': 106.28524731182797, 'street_segments_count': 465, 'node_density_km': 52.70801845406481, 'intersection_density_km': 39.709564038563734, 'edge_density_km': 14119.075453488378, 'street_density_km': 7059.53772674418, 'circuity_avg': 1.0387790385115592, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0387790385115592\n", - "1656\n", - "48989673.02622481\n", - "{'n': 3263, 'm': 8685, 'k_avg': 5.323322096230463, 'intersection_count': 2825, 'streets_per_node_avg': 2.8820104198590255, 'streets_per_node_counts': {0: 0, 1: 438, 2: 8, 3: 2334, 4: 469, 5: 12, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13423230156297886, 2: 0.002451731535396874, 3: 0.715292675452038, 4: 0.14373276126264173, 5: 0.003677597303095311, 6: 0.0006129328838492185}, 'edge_length_total': 848565.038000002, 'edge_length_avg': 97.70466758779529, 'street_length_total': 444982.6969999997, 'street_length_avg': 95.44888395538389, 'street_segments_count': 4662, 'node_density_km': 66.60587422686561, 'intersection_density_km': 57.66521443177914, 'edge_density_km': 17321.304380736612, 'street_density_km': 9083.19385519872, 'circuity_avg': 1.0582724325612427, 'self_loop_proportion': 0.004375359815774324, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0582724325612427\n", - "1657\n", - "26024104.38886503\n", - "{'n': 4848, 'm': 12836, 'k_avg': 5.295379537953796, 'intersection_count': 3981, 'streets_per_node_avg': 2.8242574257425743, 'streets_per_node_counts': {0: 0, 1: 867, 2: 7, 3: 3113, 4: 838, 5: 20, 6: 2, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17883663366336633, 2: 0.0014438943894389438, 3: 0.6421204620462047, 4: 0.17285478547854785, 5: 0.004125412541254125, 6: 0.00041254125412541255, 7: 0.0, 8: 0.00020627062706270627}, 'edge_length_total': 788487.5140000032, 'edge_length_avg': 61.427821283889315, 'street_length_total': 410114.2030000018, 'street_length_avg': 60.50666907642399, 'street_segments_count': 6778, 'node_density_km': 186.28883159853604, 'intersection_density_km': 152.9735640663721, 'edge_density_km': 30298.353488674697, 'street_density_km': 15759.01313919867, 'circuity_avg': 1.0837041178235187, 'self_loop_proportion': 0.007401059520099719, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0837041178235187\n", - "1658\n", - "7006549.100888741\n", - "{'n': 322, 'm': 830, 'k_avg': 5.15527950310559, 'intersection_count': 265, 'streets_per_node_avg': 2.7732919254658386, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 224, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17701863354037267, 2: 0.0, 3: 0.6956521739130435, 4: 0.12732919254658384}, 'edge_length_total': 96659.21000000006, 'edge_length_avg': 116.45687951807237, 'street_length_total': 49051.877, 'street_length_avg': 115.9618841607565, 'street_segments_count': 423, 'node_density_km': 45.95700327842648, 'intersection_density_km': 37.821757356469, 'edge_density_km': 13795.551648633902, 'street_density_km': 7000.861093484386, 'circuity_avg': 1.0667120145407734, 'self_loop_proportion': 0.004819277108433735, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0667120145407734\n", - "1659\n", - "23020042.242093008\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 773, 'm': 1910, 'k_avg': 4.941785252263907, 'intersection_count': 632, 'streets_per_node_avg': 2.7115135834411386, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 574, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18240620957309184, 2: 0.0, 3: 0.7425614489003881, 4: 0.07373868046571798, 5: 0.00129366106080207}, 'edge_length_total': 247500.76399999938, 'edge_length_avg': 129.5815518324604, 'street_length_total': 126618.72599999995, 'street_length_avg': 123.41006432748533, 'street_segments_count': 1026, 'node_density_km': 33.57943447152067, 'intersection_density_km': 27.454337109962566, 'edge_density_km': 10751.533876312136, 'street_density_km': 5500.3689684145265, 'circuity_avg': 1.0926186231435973, 'self_loop_proportion': 0.004188481675392671, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0926186231435973\n", - "1660\n", - "9001440.447348977\n", - "{'n': 540, 'm': 1473, 'k_avg': 5.455555555555556, 'intersection_count': 459, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 81, 2: 1, 3: 387, 4: 69, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15, 2: 0.001851851851851852, 3: 0.7166666666666667, 4: 0.12777777777777777, 5: 0.003703703703703704}, 'edge_length_total': 152044.61300000007, 'edge_length_avg': 103.22105431093013, 'street_length_total': 76574.34500000006, 'street_length_avg': 103.61887009472268, 'street_segments_count': 739, 'node_density_km': 59.99039855438203, 'intersection_density_km': 50.99183877122473, 'edge_density_km': 16891.142466512556, 'street_density_km': 8506.899028871769, 'circuity_avg': 1.024397052990591, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024397052990591\n", - "1661\n", - "6997767.145465633\n", - "{'n': 529, 'm': 1461, 'k_avg': 5.5236294896030245, 'intersection_count': 446, 'streets_per_node_avg': 2.8412098298676747, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 364, 4: 82}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15689981096408318, 2: 0.0, 3: 0.6880907372400756, 4: 0.15500945179584122}, 'edge_length_total': 156095.31200000018, 'edge_length_avg': 106.84141820670786, 'street_length_total': 78104.04400000002, 'street_length_avg': 106.8454774281806, 'street_segments_count': 731, 'node_density_km': 75.59554197838348, 'intersection_density_km': 63.7346157322477, 'edge_density_km': 22306.445578307903, 'street_density_km': 11161.28078805957, 'circuity_avg': 1.0572964042996043, 'self_loop_proportion': 0.0054757015742642025, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0572964042996043\n", - "1662\n", - "19997395.984621525\n", - "{'n': 1541, 'm': 3937, 'k_avg': 5.109669046073978, 'intersection_count': 1180, 'streets_per_node_avg': 2.6320571057754707, 'streets_per_node_counts': {0: 0, 1: 361, 2: 0, 3: 1029, 4: 147, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23426346528228423, 2: 0.0, 3: 0.6677482154445166, 4: 0.0953926022063595, 5: 0.0025957170668397143}, 'edge_length_total': 386221.3210000014, 'edge_length_avg': 98.10041173482382, 'street_length_total': 193851.51600000006, 'street_length_avg': 97.80601210898085, 'street_segments_count': 1982, 'node_density_km': 77.06003327558577, 'intersection_density_km': 59.007682845678914, 'edge_density_km': 19313.580693056974, 'street_density_km': 9693.837945154284, 'circuity_avg': 1.0462888373902024, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0462888373902024\n", - "1663\n", - "29016924.13586214\n", - "{'n': 2195, 'm': 5141, 'k_avg': 4.684282460136674, 'intersection_count': 1719, 'streets_per_node_avg': 2.647380410022779, 'streets_per_node_counts': {0: 0, 1: 476, 2: 3, 3: 1538, 4: 175, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21685649202733484, 2: 0.001366742596810934, 3: 0.7006833712984055, 4: 0.07972665148063782, 5: 0.001366742596810934}, 'edge_length_total': 481922.0799999997, 'edge_length_avg': 93.74092199961092, 'street_length_total': 256085.98699999973, 'street_length_avg': 89.1974876349703, 'street_segments_count': 2871, 'node_density_km': 75.64550914227294, 'intersection_density_km': 59.24128939205794, 'edge_density_km': 16608.310300001445, 'street_density_km': 8825.400852308187, 'circuity_avg': 1.0745701302167274, 'self_loop_proportion': 0.0027232056020229526, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0745701302167274\n", - "1664\n", - "22006621.8011315\n", - "{'n': 966, 'm': 2598, 'k_avg': 5.37888198757764, 'intersection_count': 802, 'streets_per_node_avg': 2.798136645962733, 'streets_per_node_counts': {0: 0, 1: 164, 2: 0, 3: 672, 4: 128, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16977225672877846, 2: 0.0, 3: 0.6956521739130435, 4: 0.13250517598343686, 5: 0.0010351966873706005, 6: 0.0010351966873706005}, 'edge_length_total': 310395.8340000001, 'edge_length_avg': 119.47491685912243, 'street_length_total': 155830.421, 'street_length_avg': 119.22756006120888, 'street_segments_count': 1307, 'node_density_km': 43.89587864641413, 'intersection_density_km': 36.44357626751981, 'edge_density_km': 14104.656171445662, 'street_density_km': 7081.069616600025, 'circuity_avg': 1.0474934756234873, 'self_loop_proportion': 0.0007698229407236335, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0474934756234873\n", - "1665\n", - "9007394.178357586\n", - "{'n': 367, 'm': 1040, 'k_avg': 5.667574931880109, 'intersection_count': 328, 'streets_per_node_avg': 2.912806539509537, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 283, 4: 44, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10626702997275204, 2: 0.0, 3: 0.771117166212534, 4: 0.11989100817438691, 5: 0.0027247956403269754}, 'edge_length_total': 116129.26800000004, 'edge_length_avg': 111.66275769230774, 'street_length_total': 58064.63399999994, 'street_length_avg': 111.66275769230758, 'street_segments_count': 520, 'node_density_km': 40.744303261625326, 'intersection_density_km': 36.41452716570329, 'edge_density_km': 12892.659708290365, 'street_density_km': 6446.329854145173, 'circuity_avg': 1.0502367757132647, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0502367757132647\n", - "1666\n", - "20010791.876062375\n", - "{'n': 1361, 'm': 3457, 'k_avg': 5.080088170462895, 'intersection_count': 1082, 'streets_per_node_avg': 2.6936076414401176, 'streets_per_node_counts': {0: 0, 1: 279, 2: 3, 3: 939, 4: 136, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2049963262307127, 2: 0.002204261572373255, 3: 0.6899338721528288, 4: 0.09992652461425422, 5: 0.0029390154298310064}, 'edge_length_total': 338700.2249999999, 'edge_length_avg': 97.9751880242985, 'street_length_total': 172125.82200000004, 'street_length_avg': 95.6254566666667, 'street_segments_count': 1800, 'node_density_km': 68.01330044455047, 'intersection_density_km': 54.070823718591924, 'edge_density_km': 16925.878151037356, 'street_density_km': 8601.6497031236, 'circuity_avg': 1.0826357450540411, 'self_loop_proportion': 0.00809950824414232, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0826357450540411\n", - "1667\n", - "111970092.14260067\n", - "{'n': 11083, 'm': 28556, 'k_avg': 5.1531173869890825, 'intersection_count': 9074, 'streets_per_node_avg': 2.753225660922133, 'streets_per_node_counts': {0: 0, 1: 2009, 2: 27, 3: 7787, 4: 1217, 5: 37, 6: 5, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18126860958224308, 2: 0.0024361634936389065, 3: 0.7026075972209691, 4: 0.10980781376883515, 5: 0.0033384462690607235, 6: 0.0004511413877109086, 7: 9.022827754218172e-05}, 'edge_length_total': 2295793.606, 'edge_length_avg': 80.39619015268245, 'street_length_total': 1198534.9919999992, 'street_length_avg': 79.38895091740075, 'street_segments_count': 15097, 'node_density_km': 98.9817886894755, 'intersection_density_km': 81.03949747977087, 'edge_density_km': 20503.63237243896, 'street_density_km': 10704.063639365344, 'circuity_avg': 1.061498456314741, 'self_loop_proportion': 0.0020310967922678247, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061498456314741\n", - "1668\n", - "7001126.166407541\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 178, 'm': 592, 'k_avg': 6.651685393258427, 'intersection_count': 170, 'streets_per_node_avg': 3.432584269662921, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 79, 4: 89, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0449438202247191, 2: 0.0, 3: 0.4438202247191011, 4: 0.5, 5: 0.011235955056179775}, 'edge_length_total': 86935.48799999991, 'edge_length_avg': 146.85048648648635, 'street_length_total': 43467.74400000001, 'street_length_avg': 146.85048648648655, 'street_segments_count': 296, 'node_density_km': 25.424481114777052, 'intersection_density_km': 24.28180780624775, 'edge_density_km': 12417.357712696206, 'street_density_km': 6208.678856348111, 'circuity_avg': 1.0350113440155302, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0350113440155302\n", - "1669\n", - "12003302.614294877\n", - "{'n': 404, 'm': 1163, 'k_avg': 5.757425742574258, 'intersection_count': 372, 'streets_per_node_avg': 3.0247524752475248, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 300, 4: 70, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07920792079207921, 2: 0.0, 3: 0.7425742574257426, 4: 0.17326732673267325, 5: 0.0049504950495049506}, 'edge_length_total': 163161.05099999998, 'edge_length_avg': 140.2932510748065, 'street_length_total': 82314.89399999999, 'street_length_avg': 139.5167694915254, 'street_segments_count': 590, 'node_density_km': 33.65740354815945, 'intersection_density_km': 30.99147059384979, 'edge_density_km': 13593.013210021842, 'street_density_km': 6857.687142034575, 'circuity_avg': 1.0357730771593099, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0357730771593099\n", - "1670\n", - "13995326.05530645\n", - "{'n': 346, 'm': 960, 'k_avg': 5.5491329479768785, 'intersection_count': 294, 'streets_per_node_avg': 2.88728323699422, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 229, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15028901734104047, 2: 0.0, 3: 0.661849710982659, 4: 0.18786127167630057}, 'edge_length_total': 174016.03499999997, 'edge_length_avg': 181.26670312499996, 'street_length_total': 87405.46600000006, 'street_length_avg': 178.37850204081644, 'street_segments_count': 490, 'node_density_km': 24.72253941299289, 'intersection_density_km': 21.007013258439045, 'edge_density_km': 12433.867872197252, 'street_density_km': 6245.332595653212, 'circuity_avg': 1.039449691977728, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039449691977728\n", - "1671\n", - "14993752.769610733\n", - "{'n': 346, 'm': 982, 'k_avg': 5.676300578034682, 'intersection_count': 281, 'streets_per_node_avg': 2.9104046242774566, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 183, 4: 97, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18786127167630057, 2: 0.0, 3: 0.5289017341040463, 4: 0.28034682080924855, 5: 0.002890173410404624}, 'edge_length_total': 176069.30800000016, 'edge_length_avg': 179.2966476578413, 'street_length_total': 88034.65399999997, 'street_length_avg': 179.29664765784108, 'street_segments_count': 491, 'node_density_km': 23.076277521480222, 'intersection_density_km': 18.74113868073972, 'edge_density_km': 11742.84455035544, 'street_density_km': 5871.4222751777115, 'circuity_avg': 1.030922776394913, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030922776394913\n", - "1672\n", - "18001830.336581957\n", - "{'n': 641, 'm': 1629, 'k_avg': 5.082683307332293, 'intersection_count': 477, 'streets_per_node_avg': 2.577223088923557, 'streets_per_node_counts': {0: 0, 1: 164, 2: 0, 3: 421, 4: 55, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25585023400936036, 2: 0.0, 3: 0.656786271450858, 4: 0.08580343213728549, 5: 0.0015600624024961}, 'edge_length_total': 157613.8549999999, 'edge_length_avg': 96.75497544505825, 'street_length_total': 78840.80699999996, 'street_length_avg': 96.50037576499383, 'street_segments_count': 817, 'node_density_km': 35.60749035043444, 'intersection_density_km': 26.49730561178975, 'edge_density_km': 8755.434978170468, 'street_density_km': 4379.5994921575075, 'circuity_avg': 1.0506171993039795, 'self_loop_proportion': 0.0024554941682013503, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0506171993039795\n", - "1673\n", - "8998441.107323008\n", - "{'n': 342, 'm': 829, 'k_avg': 4.847953216374269, 'intersection_count': 257, 'streets_per_node_avg': 2.625730994152047, 'streets_per_node_counts': {0: 0, 1: 85, 2: 2, 3: 211, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24853801169590642, 2: 0.005847953216374269, 3: 0.6169590643274854, 4: 0.1286549707602339}, 'edge_length_total': 93609.97700000001, 'edge_length_avg': 112.91915199034983, 'street_length_total': 48395.75299999998, 'street_length_avg': 110.49258675799082, 'street_segments_count': 438, 'node_density_km': 38.00658313156904, 'intersection_density_km': 28.56050252869369, 'edge_density_km': 10402.910446768321, 'street_density_km': 5378.23745499819, 'circuity_avg': 1.050539491598447, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050539491598447\n", - "1674\n", - "6001890.07141655\n", - "{'n': 293, 'm': 798, 'k_avg': 5.447098976109215, 'intersection_count': 253, 'streets_per_node_avg': 2.8156996587030716, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 227, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13651877133105803, 2: 0.0, 3: 0.7747440273037542, 4: 0.08873720136518772}, 'edge_length_total': 96964.3720000001, 'edge_length_avg': 121.50923809523823, 'street_length_total': 48482.185999999965, 'street_length_avg': 121.509238095238, 'street_segments_count': 399, 'node_density_km': 48.81795509640964, 'intersection_density_km': 42.15338784775303, 'edge_density_km': 16155.63944794391, 'street_density_km': 8077.81972397194, 'circuity_avg': 1.0256634048245432, 'self_loop_proportion': 0.002506265664160401, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0256634048245432\n", - "1675\n", - "91981669.17933227\n", - "{'n': 9329, 'm': 26570, 'k_avg': 5.696216100332297, 'intersection_count': 8121, 'streets_per_node_avg': 2.963125736949298, 'streets_per_node_counts': {0: 0, 1: 1208, 2: 10, 3: 6081, 4: 1979, 5: 50, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12948869117804696, 2: 0.0010719262514738985, 3: 0.6518383535212777, 4: 0.21213420516668452, 5: 0.005359631257369493, 6: 0.00010719262514738985}, 'edge_length_total': 2438139.5080000176, 'edge_length_avg': 91.76287196085877, 'street_length_total': 1243789.6630000009, 'street_length_avg': 90.92694370933555, 'street_segments_count': 13679, 'node_density_km': 101.4223821249829, 'intersection_density_km': 88.28933060745912, 'edge_density_km': 26506.79781910125, 'street_density_km': 13522.14712015112, 'circuity_avg': 1.0639571910532897, 'self_loop_proportion': 0.0036507339104252918, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639571910532897\n", - "1676\n", - "175995575.61411685\n", - "{'n': 27329, 'm': 79116, 'k_avg': 5.789893519704344, 'intersection_count': 23425, 'streets_per_node_avg': 2.964250429946211, 'streets_per_node_counts': {0: 0, 1: 3904, 2: 11, 3: 16855, 4: 6295, 5: 247, 6: 15, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1428519155475868, 2: 0.0004025028358154342, 3: 0.616744117969922, 4: 0.23034139558710529, 5: 0.009038018222401112, 6: 0.000548867503384683, 7: 7.318233378462439e-05}, 'edge_length_total': 4988894.389999938, 'edge_length_avg': 63.057970448454654, 'street_length_total': 2547346.262000026, 'street_length_avg': 63.082792947178774, 'street_segments_count': 40381, 'node_density_km': 155.28231266404575, 'intersection_density_km': 133.09993684932752, 'edge_density_km': 28346.703447468775, 'street_density_km': 14473.922160323329, 'circuity_avg': 1.053651291863442, 'self_loop_proportion': 0.001908589918600536, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053651291863442\n", - "1677\n", - "71985122.8168551\n", - "{'n': 6441, 'm': 16314, 'k_avg': 5.065673032137867, 'intersection_count': 5666, 'streets_per_node_avg': 2.91926719453501, 'streets_per_node_counts': {0: 0, 1: 775, 2: 23, 3: 4636, 4: 966, 5: 37, 6: 3, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12032293122185996, 2: 0.0035708740878745535, 3: 0.7197640117994101, 4: 0.14997671169073126, 5: 0.005744449619624282, 6: 0.0004657661853749418, 7: 0.0001552553951249806}, 'edge_length_total': 1443354.418000001, 'edge_length_avg': 88.47336140738022, 'street_length_total': 799012.3679999976, 'street_length_avg': 85.70335385605466, 'street_segments_count': 9323, 'node_density_km': 89.47682170921934, 'intersection_density_km': 78.71070824475031, 'edge_density_km': 20050.732172426662, 'street_density_km': 11099.687501163939, 'circuity_avg': 1.059831407755382, 'self_loop_proportion': 0.0028196640921907563, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059831407755382\n", - "1678\n", - "12011147.919985106\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1207, 'm': 3165, 'k_avg': 5.244407622203811, 'intersection_count': 973, 'streets_per_node_avg': 2.7373653686826844, 'streets_per_node_counts': {0: 0, 1: 234, 2: 1, 3: 828, 4: 136, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19386909693454846, 2: 0.0008285004142502071, 3: 0.6859983429991715, 4: 0.11267605633802817, 5: 0.006628003314001657}, 'edge_length_total': 287486.3259999992, 'edge_length_avg': 90.83296240126357, 'street_length_total': 146412.93799999982, 'street_length_avg': 90.54603463203452, 'street_segments_count': 1617, 'node_density_km': 100.4899788130739, 'intersection_density_km': 81.00807736961136, 'edge_density_km': 23934.958416560377, 'street_density_km': 12189.753966511918, 'circuity_avg': 1.0401687290852595, 'self_loop_proportion': 0.000631911532385466, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0401687290852595\n", - "1679\n", - "6001270.332408232\n", - "{'n': 320, 'm': 874, 'k_avg': 5.4625, 'intersection_count': 276, 'streets_per_node_avg': 2.859375, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 233, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1375, 2: 0.0, 3: 0.728125, 4: 0.134375}, 'edge_length_total': 108815.62200000025, 'edge_length_avg': 124.50300000000028, 'street_length_total': 54407.81099999997, 'street_length_avg': 124.50299999999994, 'street_segments_count': 437, 'node_density_km': 53.32204387993103, 'intersection_density_km': 45.990262846440515, 'edge_density_km': 18132.098034706254, 'street_density_km': 9066.049017353102, 'circuity_avg': 1.025034707402015, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025034707402015\n", - "1680\n", - "17997770.442564573\n", - "{'n': 1215, 'm': 3324, 'k_avg': 5.4716049382716045, 'intersection_count': 1081, 'streets_per_node_avg': 2.906172839506173, 'streets_per_node_counts': {0: 0, 1: 134, 2: 1, 3: 929, 4: 148, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1102880658436214, 2: 0.0008230452674897119, 3: 0.7646090534979424, 4: 0.12181069958847737, 5: 0.0016460905349794238, 6: 0.0008230452674897119}, 'edge_length_total': 346322.9350000004, 'edge_length_avg': 104.18860860409158, 'street_length_total': 179542.83000000002, 'street_length_avg': 103.4828991354467, 'street_segments_count': 1735, 'node_density_km': 67.5083618761208, 'intersection_density_km': 60.06299521653217, 'edge_density_km': 19242.546520148386, 'street_density_km': 9975.83731679246, 'circuity_avg': 1.0300280660392107, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0300280660392107\n", - "1681\n", - "5997987.322268947\n", - "{'n': 344, 'm': 941, 'k_avg': 5.47093023255814, 'intersection_count': 295, 'streets_per_node_avg': 2.883720930232558, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 237, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14244186046511628, 2: 0.0, 3: 0.688953488372093, 4: 0.1686046511627907}, 'edge_length_total': 113812.71199999998, 'edge_length_avg': 120.94868437832092, 'street_length_total': 57138.52299999997, 'street_length_avg': 120.29162736842099, 'street_segments_count': 475, 'node_density_km': 57.35257204076084, 'intersection_density_km': 49.183164976815256, 'edge_density_km': 18975.150477134783, 'street_density_km': 9526.282722849328, 'circuity_avg': 1.0146785953134245, 'self_loop_proportion': 0.0021253985122210413, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0146785953134245\n", - "1682\n", - "7999564.087253442\n", - "{'n': 351, 'm': 840, 'k_avg': 4.786324786324786, 'intersection_count': 259, 'streets_per_node_avg': 2.5042735042735043, 'streets_per_node_counts': {0: 0, 1: 92, 2: 0, 3: 249, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2621082621082621, 2: 0.0, 3: 0.7094017094017094, 4: 0.02849002849002849}, 'edge_length_total': 98963.13399999989, 'edge_length_avg': 117.81325476190463, 'street_length_total': 49481.56699999999, 'street_length_avg': 117.81325476190473, 'street_segments_count': 420, 'node_density_km': 43.877390839244065, 'intersection_density_km': 32.37676418052482, 'edge_density_km': 12371.065838160906, 'street_density_km': 6185.532919080459, 'circuity_avg': 1.0461396404840237, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0461396404840237\n", - "1683\n", - "10001449.009782866\n", - "{'n': 346, 'm': 961, 'k_avg': 5.554913294797688, 'intersection_count': 299, 'streets_per_node_avg': 2.8583815028901736, 'streets_per_node_counts': {0: 0, 1: 47, 2: 1, 3: 253, 4: 44, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13583815028901733, 2: 0.002890173410404624, 3: 0.7312138728323699, 4: 0.12716763005780346, 5: 0.002890173410404624}, 'edge_length_total': 129645.75899999993, 'edge_length_avg': 134.9071373569198, 'street_length_total': 65111.48500000001, 'street_length_avg': 134.2504845360825, 'street_segments_count': 485, 'node_density_km': 34.59498715251779, 'intersection_density_km': 29.895668088447454, 'edge_density_km': 12962.697592437617, 'street_density_km': 6510.205164902761, 'circuity_avg': 1.027977853033401, 'self_loop_proportion': 0.002081165452653486, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027977853033401\n", - "1684\n", - "8999660.091853686\n", - "{'n': 451, 'm': 1257, 'k_avg': 5.574279379157428, 'intersection_count': 385, 'streets_per_node_avg': 2.9379157427937916, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 282, 4: 102, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14634146341463414, 2: 0.0, 3: 0.6252771618625277, 4: 0.2261640798226164, 5: 0.0022172949002217295}, 'edge_length_total': 153652.55199999956, 'edge_length_avg': 122.2375115354014, 'street_length_total': 77165.62499999997, 'street_length_avg': 121.32959905660373, 'street_segments_count': 636, 'node_density_km': 50.11300375757927, 'intersection_density_km': 42.779393451592064, 'edge_density_km': 17073.150589218676, 'street_density_km': 8574.282163150669, 'circuity_avg': 1.0520523092307235, 'self_loop_proportion': 0.00954653937947494, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0520523092307235\n", - "1685\n", - "10008565.968888508\n", - "{'n': 602, 'm': 1561, 'k_avg': 5.186046511627907, 'intersection_count': 495, 'streets_per_node_avg': 2.7524916943521593, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 435, 4: 55, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1777408637873754, 2: 0.0, 3: 0.7225913621262459, 4: 0.09136212624584718, 5: 0.008305647840531562}, 'edge_length_total': 147460.18399999963, 'edge_length_avg': 94.4652043561817, 'street_length_total': 75901.14199999999, 'street_length_avg': 92.56236829268292, 'street_segments_count': 820, 'node_density_km': 60.1484770017312, 'intersection_density_km': 49.45763474394841, 'edge_density_km': 14733.39781726749, 'street_density_km': 7583.618096332449, 'circuity_avg': 1.0906269167319669, 'self_loop_proportion': 0.003843689942344651, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0906269167319669\n", - "1686\n", - "6997846.9399216855\n", - "{'n': 367, 'm': 1019, 'k_avg': 5.553133514986376, 'intersection_count': 308, 'streets_per_node_avg': 2.896457765667575, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 229, 4: 78, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16076294277929154, 2: 0.0, 3: 0.6239782016348774, 4: 0.2125340599455041, 5: 0.0027247956403269754}, 'edge_length_total': 101296.32300000008, 'edge_length_avg': 99.40757899901872, 'street_length_total': 50840.438000000046, 'street_length_avg': 97.95845472061666, 'street_segments_count': 519, 'node_density_km': 52.44470237071335, 'intersection_density_km': 44.013537684413386, 'edge_density_km': 14475.355615756538, 'street_density_km': 7265.154330535988, 'circuity_avg': 1.0441605148060065, 'self_loop_proportion': 0.005888125613346418, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0441605148060065\n", - "1687\n", - "12996074.006794048\n", - "{'n': 813, 'm': 2438, 'k_avg': 5.997539975399754, 'intersection_count': 747, 'streets_per_node_avg': 3.121771217712177, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 522, 4: 219, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08118081180811808, 2: 0.0, 3: 0.6420664206642066, 4: 0.2693726937269373, 5: 0.007380073800738007}, 'edge_length_total': 284406.78800000035, 'edge_length_avg': 116.65577850697308, 'street_length_total': 144237.9190000001, 'street_length_avg': 115.94688022508048, 'street_segments_count': 1244, 'node_density_km': 62.55735382662351, 'intersection_density_km': 57.47889705841053, 'edge_density_km': 21884.05420370175, 'street_density_km': 11098.576302704636, 'circuity_avg': 1.0400703687602342, 'self_loop_proportion': 0.004922067268252666, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0400703687602342\n", - "1688\n", - "7997593.724000866\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 398, 'm': 1096, 'k_avg': 5.507537688442211, 'intersection_count': 344, 'streets_per_node_avg': 2.919597989949749, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 268, 4: 76}, 'streets_per_node_proportion': {0: 0.0, 1: 0.135678391959799, 2: 0.0, 3: 0.6733668341708543, 4: 0.19095477386934673}, 'edge_length_total': 138912.17000000004, 'edge_length_avg': 126.74468065693435, 'street_length_total': 70786.70300000005, 'street_length_avg': 126.17950623885928, 'street_segments_count': 561, 'node_density_km': 49.76496853117178, 'intersection_density_km': 43.01293762493239, 'edge_density_km': 17369.245649866298, 'street_density_km': 8851.000118644235, 'circuity_avg': 1.0681950978274994, 'self_loop_proportion': 0.0072992700729927005, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0681950978274994\n", - "1689\n", - "5997989.765066039\n", - "{'n': 194, 'm': 485, 'k_avg': 5.0, 'intersection_count': 161, 'streets_per_node_avg': 2.7010309278350517, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 153, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17010309278350516, 2: 0.0, 3: 0.788659793814433, 4: 0.041237113402061855}, 'edge_length_total': 70967.37000000013, 'edge_length_avg': 146.3244742268044, 'street_length_total': 35608.32399999999, 'street_length_avg': 142.43329599999998, 'street_segments_count': 250, 'node_density_km': 32.344169896706056, 'intersection_density_km': 26.842326563761212, 'edge_density_km': 11831.859136094869, 'street_density_km': 5936.709696870905, 'circuity_avg': 1.0347995889884487, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0347995889884487\n", - "1690\n", - "13995199.680508627\n", - "error with entry 1690\n", - "1691\n", - "11002334.222723555\n", - "{'n': 259, 'm': 706, 'k_avg': 5.4517374517374515, 'intersection_count': 218, 'streets_per_node_avg': 2.833976833976834, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 179, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1583011583011583, 2: 0.0, 3: 0.6911196911196911, 4: 0.15057915057915058}, 'edge_length_total': 117910.7620000002, 'edge_length_avg': 167.0124107648728, 'street_length_total': 59092.878999999964, 'street_length_avg': 164.60411977715867, 'street_segments_count': 359, 'node_density_km': 23.540459211380536, 'intersection_density_km': 19.813977251277826, 'edge_density_km': 10716.88603646256, 'street_density_km': 5370.940184488589, 'circuity_avg': 1.0358552092430187, 'self_loop_proportion': 0.0028328611898017, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0358552092430187\n", - "1692\n", - "9999480.197684705\n", - "{'n': 2276, 'm': 6554, 'k_avg': 5.759226713532513, 'intersection_count': 1964, 'streets_per_node_avg': 2.977152899824253, 'streets_per_node_counts': {0: 0, 1: 312, 2: 0, 3: 1398, 4: 560, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13708260105448156, 2: 0.0, 3: 0.6142355008787346, 4: 0.2460456942003515, 5: 0.0026362038664323375}, 'edge_length_total': 347655.2920000016, 'edge_length_avg': 53.04475007628953, 'street_length_total': 176236.82499999984, 'street_length_avg': 52.48267569982127, 'street_segments_count': 3358, 'node_density_km': 227.6118313156906, 'intersection_density_km': 196.41020944816185, 'edge_density_km': 34767.33641419663, 'street_density_km': 17624.59863071742, 'circuity_avg': 1.0678602474329206, 'self_loop_proportion': 0.0045773573390296, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0678602474329206\n", - "1693\n", - "9998087.88476358\n", - "{'n': 631, 'm': 1661, 'k_avg': 5.264659270998415, 'intersection_count': 537, 'streets_per_node_avg': 2.819334389857369, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 467, 4: 67, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14896988906497624, 2: 0.0, 3: 0.7400950871632329, 4: 0.10618066561014262, 5: 0.003169572107765452, 6: 0.001584786053882726}, 'edge_length_total': 163939.58600000024, 'edge_length_avg': 98.69932931968708, 'street_length_total': 83567.01500000001, 'street_length_avg': 97.51110268378065, 'street_segments_count': 857, 'node_density_km': 63.11206775463556, 'intersection_density_km': 53.71027002256624, 'edge_density_km': 16397.09391331049, 'street_density_km': 8358.299703221312, 'circuity_avg': 1.0568145545313234, 'self_loop_proportion': 0.003612281757977122, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0568145545313234\n", - "1694\n", - "26990696.952300403\n", - "{'n': 8, 'm': 20, 'k_avg': 5.0, 'intersection_count': 8, 'streets_per_node_avg': 3.625, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.375, 4: 0.625}, 'edge_length_total': 4618.628, 'edge_length_avg': 230.9314, 'street_length_total': 2309.3140000000003, 'street_length_avg': 230.93140000000002, 'street_segments_count': 10, 'node_density_km': 0.2963984225430742, 'intersection_density_km': 0.2963984225430742, 'edge_density_km': 171.1192566891592, 'street_density_km': 85.55962834457962, 'circuity_avg': 1.458023758326666, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.458023758326666\n", - "1695\n", - "10997056.467840405\n", - "{'n': 337, 'm': 982, 'k_avg': 5.827893175074184, 'intersection_count': 305, 'streets_per_node_avg': 3.077151335311573, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 218, 4: 85, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09495548961424333, 2: 0.0, 3: 0.6468842729970327, 4: 0.2522255192878338, 5: 0.002967359050445104, 6: 0.002967359050445104}, 'edge_length_total': 143307.07399999985, 'edge_length_avg': 145.9338839103868, 'street_length_total': 71778.76100000003, 'street_length_avg': 145.59586409736315, 'street_segments_count': 493, 'node_density_km': 30.64456393267751, 'intersection_density_km': 27.734694360435135, 'edge_density_km': 13031.402941240183, 'street_density_km': 6527.088517723679, 'circuity_avg': 1.0163598773440448, 'self_loop_proportion': 0.002036659877800407, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0163598773440448\n", - "1696\n", - "5001887.86156737\n", - "{'n': 444, 'm': 1157, 'k_avg': 5.211711711711712, 'intersection_count': 377, 'streets_per_node_avg': 2.8265765765765765, 'streets_per_node_counts': {0: 0, 1: 67, 2: 1, 3: 319, 4: 56, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15090090090090091, 2: 0.0022522522522522522, 3: 0.7184684684684685, 4: 0.12612612612612611, 5: 0.0022522522522522522}, 'edge_length_total': 108637.45800000025, 'edge_length_avg': 93.8958150388939, 'street_length_total': 54861.99400000008, 'street_length_avg': 91.74246488294328, 'street_segments_count': 598, 'node_density_km': 88.76648423318913, 'intersection_density_km': 75.37154179259528, 'edge_density_km': 21719.29099705128, 'street_density_km': 10968.257489644873, 'circuity_avg': 1.0643538552564273, 'self_loop_proportion': 0.010371650821089023, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0643538552564273\n", - "1697\n", - "8004652.601315061\n", - "{'n': 238, 'm': 706, 'k_avg': 5.932773109243698, 'intersection_count': 225, 'streets_per_node_avg': 3.1218487394957983, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 170, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0546218487394958, 2: 0.0, 3: 0.7142857142857143, 4: 0.23109243697478993}, 'edge_length_total': 112802.28699999992, 'edge_length_avg': 159.7766104815863, 'street_length_total': 56890.55900000008, 'street_length_avg': 160.2550957746481, 'street_segments_count': 355, 'node_density_km': 29.732708195343754, 'intersection_density_km': 28.108652705682122, 'edge_density_km': 14092.090265287463, 'street_density_km': 7107.186511836092, 'circuity_avg': 1.0300212771271375, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0300212771271375\n", - "1698\n", - "7998782.414927356\n", - "{'n': 825, 'm': 2134, 'k_avg': 5.173333333333333, 'intersection_count': 654, 'streets_per_node_avg': 2.735757575757576, 'streets_per_node_counts': {0: 0, 1: 171, 2: 9, 3: 517, 4: 123, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20727272727272728, 2: 0.01090909090909091, 3: 0.6266666666666667, 4: 0.14909090909090908, 5: 0.006060606060606061}, 'edge_length_total': 169129.0430000001, 'edge_length_avg': 79.25447188378637, 'street_length_total': 86288.38199999993, 'street_length_avg': 77.66731053105303, 'street_segments_count': 1111, 'node_density_km': 103.14069782175623, 'intersection_density_km': 81.76244409142858, 'edge_density_km': 21144.34850538888, 'street_density_km': 10787.68961623062, 'circuity_avg': 1.1026920668354518, 'self_loop_proportion': 0.004686035613870665, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1026920668354518\n", - "1699\n", - "29007635.775820017\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2679, 'm': 7361, 'k_avg': 5.495334079880553, 'intersection_count': 2308, 'streets_per_node_avg': 2.9227323628219484, 'streets_per_node_counts': {0: 0, 1: 371, 2: 14, 3: 1761, 4: 519, 5: 12, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13848450914520344, 2: 0.005225830533781261, 3: 0.6573348264277715, 4: 0.1937290033594625, 5: 0.004479283314669653, 6: 0.0007465472191116088}, 'edge_length_total': 615480.5890000015, 'edge_length_avg': 83.61371946746387, 'street_length_total': 318861.9969999993, 'street_length_avg': 82.03292950861828, 'street_segments_count': 3887, 'node_density_km': 92.35499303370122, 'intersection_density_km': 79.56525715632043, 'edge_density_km': 21217.88186243877, 'street_density_km': 10992.346962167598, 'circuity_avg': 1.0713031392333978, 'self_loop_proportion': 0.0039396821084091834, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0713031392333978\n", - "1700\n", - "34989240.31101845\n", - "{'n': 1334, 'm': 3422, 'k_avg': 5.130434782608695, 'intersection_count': 1063, 'streets_per_node_avg': 2.7563718140929536, 'streets_per_node_counts': {0: 0, 1: 271, 2: 1, 3: 847, 4: 212, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20314842578710646, 2: 0.0007496251874062968, 3: 0.6349325337331334, 4: 0.15892053973013492, 5: 0.0022488755622188904}, 'edge_length_total': 378501.6680000001, 'edge_length_avg': 110.60831911163066, 'street_length_total': 193839.00100000022, 'street_length_avg': 107.1525710337204, 'street_segments_count': 1809, 'node_density_km': 38.12600639917039, 'intersection_density_km': 30.38076821762978, 'edge_density_km': 10817.658932732138, 'street_density_km': 5539.960264268969, 'circuity_avg': 1.0500651681080475, 'self_loop_proportion': 0.0005844535359438924, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0500651681080475\n", - "1701\n", - "5001025.318570961\n", - "{'n': 359, 'm': 1016, 'k_avg': 5.66016713091922, 'intersection_count': 332, 'streets_per_node_avg': 2.997214484679666, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 279, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07520891364902507, 2: 0.0, 3: 0.7771587743732591, 4: 0.14763231197771587}, 'edge_length_total': 106250.82500000004, 'edge_length_avg': 104.57758366141736, 'street_length_total': 53266.628999999986, 'street_length_avg': 103.63157392996106, 'street_segments_count': 514, 'node_density_km': 71.7852794439729, 'intersection_density_km': 66.38638656100001, 'edge_density_km': 21245.80825564809, 'street_density_km': 10651.141637335459, 'circuity_avg': 1.0448072041591008, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0448072041591008\n", - "1702\n", - "13010984.049506232\n", - "{'n': 2042, 'm': 5433, 'k_avg': 5.3212536728697355, 'intersection_count': 1665, 'streets_per_node_avg': 2.799706170421156, 'streets_per_node_counts': {0: 0, 1: 377, 2: 10, 3: 1312, 4: 332, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18462291870714986, 2: 0.004897159647404506, 3: 0.6425073457394711, 4: 0.16258570029382957, 5: 0.004897159647404506, 6: 0.0004897159647404506}, 'edge_length_total': 352834.39400000096, 'edge_length_avg': 64.94282974415626, 'street_length_total': 182226.86099999998, 'street_length_avg': 64.57365733522323, 'street_segments_count': 2822, 'node_density_km': 156.94431660436123, 'intersection_density_km': 127.96879879836504, 'edge_density_km': 27118.194339296806, 'street_density_km': 14005.617123703683, 'circuity_avg': 1.0533640041095622, 'self_loop_proportion': 0.0033130866924351186, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0533640041095622\n", - "1703\n", - "33031409.28402132\n", - "{'n': 1708, 'm': 4623, 'k_avg': 5.413348946135831, 'intersection_count': 1416, 'streets_per_node_avg': 2.7757611241217797, 'streets_per_node_counts': {0: 0, 1: 292, 2: 0, 3: 1215, 4: 201}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17096018735362997, 2: 0.0, 3: 0.7113583138173302, 4: 0.11768149882903982}, 'edge_length_total': 544333.1439999996, 'edge_length_avg': 117.74456932727658, 'street_length_total': 273346.21600000054, 'street_length_avg': 117.16511615945159, 'street_segments_count': 2333, 'node_density_km': 51.70835992233099, 'intersection_density_km': 42.868289022260356, 'edge_density_km': 16479.25885691218, 'street_density_km': 8275.342225020644, 'circuity_avg': 1.0452769127891175, 'self_loop_proportion': 0.0012978585334198572, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0452769127891175\n", - "1704\n", - "2999685.182049593\n", - "{'n': 88, 'm': 248, 'k_avg': 5.636363636363637, 'intersection_count': 80, 'streets_per_node_avg': 2.977272727272727, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 66, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09090909090909091, 2: 0.0, 3: 0.75, 4: 0.1590909090909091}, 'edge_length_total': 39635.86600000003, 'edge_length_avg': 159.82204032258076, 'street_length_total': 19817.932999999997, 'street_length_avg': 159.82204032258062, 'street_segments_count': 124, 'node_density_km': 29.33641187635307, 'intersection_density_km': 26.669465342139155, 'edge_density_km': 13213.341932408406, 'street_density_km': 6606.670966204197, 'circuity_avg': 1.0214302721168802, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0214302721168802\n", - "1705\n", - "9997325.219059011\n", - "{'n': 662, 'm': 1891, 'k_avg': 5.712990936555891, 'intersection_count': 598, 'streets_per_node_avg': 2.983383685800604, 'streets_per_node_counts': {0: 0, 1: 64, 2: 1, 3: 480, 4: 116, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09667673716012085, 2: 0.0015105740181268882, 3: 0.7250755287009063, 4: 0.17522658610271905, 5: 0.0015105740181268882}, 'edge_length_total': 197478.6030000002, 'edge_length_avg': 104.43077895293506, 'street_length_total': 99393.31999999993, 'street_length_avg': 103.53470833333327, 'street_segments_count': 960, 'node_density_km': 66.21771178734447, 'intersection_density_km': 59.81599946953473, 'edge_density_km': 19753.143833265003, 'street_density_km': 9941.99126487507, 'circuity_avg': 1.022827647256128, 'self_loop_proportion': 0.0010576414595452142, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.022827647256128\n", - "1706\n", - "10996208.723495098\n", - "{'n': 618, 'm': 1765, 'k_avg': 5.711974110032362, 'intersection_count': 558, 'streets_per_node_avg': 3.027508090614887, 'streets_per_node_counts': {0: 0, 1: 60, 2: 1, 3: 421, 4: 134, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0970873786407767, 2: 0.0016181229773462784, 3: 0.6812297734627831, 4: 0.2168284789644013, 5: 0.003236245954692557}, 'edge_length_total': 217217.001, 'edge_length_avg': 123.0691223796034, 'street_length_total': 109699.89000000012, 'street_length_avg': 122.4329129464287, 'street_segments_count': 896, 'node_density_km': 56.20118856779679, 'intersection_density_km': 50.74476249325341, 'edge_density_km': 19753.808468175248, 'street_density_km': 9976.155669509015, 'circuity_avg': 1.0276054219872381, 'self_loop_proportion': 0.0005665722379603399, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0276054219872381\n", - "1707\n", - "8000265.240252124\n", - "{'n': 333, 'm': 787, 'k_avg': 4.726726726726727, 'intersection_count': 249, 'streets_per_node_avg': 2.5705705705705704, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 225, 4: 23, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25225225225225223, 2: 0.0, 3: 0.6756756756756757, 4: 0.06906906906906907, 5: 0.003003003003003003}, 'edge_length_total': 90799.05600000006, 'edge_length_avg': 115.37364167725546, 'street_length_total': 46603.224000000024, 'street_length_avg': 112.29692530120488, 'street_segments_count': 415, 'node_density_km': 41.62361996756818, 'intersection_density_km': 31.12396808385729, 'edge_density_km': 11349.505706780612, 'street_density_km': 5825.209864983344, 'circuity_avg': 1.070826101338656, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.070826101338656\n", - "1708\n", - "6000453.9229077995\n", - "{'n': 209, 'm': 568, 'k_avg': 5.435406698564593, 'intersection_count': 185, 'streets_per_node_avg': 2.84688995215311, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 169, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11483253588516747, 2: 0.0, 3: 0.8086124401913876, 4: 0.07655502392344497}, 'edge_length_total': 72396.07799999998, 'edge_length_avg': 127.45788380281687, 'street_length_total': 36198.03900000004, 'street_length_avg': 127.45788380281705, 'street_segments_count': 284, 'node_density_km': 34.830698258027674, 'intersection_density_km': 30.83100085040727, 'edge_density_km': 12065.100229103517, 'street_density_km': 6032.5501145517665, 'circuity_avg': 1.084161411169588, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084161411169588\n", - "1709\n", - "4003258.60117472\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 151, 'm': 414, 'k_avg': 5.483443708609271, 'intersection_count': 113, 'streets_per_node_avg': 2.801324503311258, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 67, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25165562913907286, 2: 0.0, 3: 0.44370860927152317, 4: 0.304635761589404}, 'edge_length_total': 59125.935999999936, 'edge_length_avg': 142.81627053140082, 'street_length_total': 29562.968000000008, 'street_length_avg': 142.81627053140102, 'street_segments_count': 207, 'node_density_km': 37.719271984000834, 'intersection_density_km': 28.2270048621993, 'edge_density_km': 14769.452061540556, 'street_density_km': 7384.726030770288, 'circuity_avg': 1.0184384252334986, 'self_loop_proportion': 0.004830917874396135, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0184384252334986\n", - "1710\n", - "5997959.514674968\n", - "{'n': 289, 'm': 827, 'k_avg': 5.72318339100346, 'intersection_count': 270, 'streets_per_node_avg': 3.083044982698962, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 209, 4: 60, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0657439446366782, 2: 0.0, 3: 0.7231833910034602, 4: 0.20761245674740483, 5: 0.0034602076124567475}, 'edge_length_total': 111608.0870000001, 'edge_length_avg': 134.95536517533264, 'street_length_total': 56016.43300000002, 'street_length_avg': 132.4265555555556, 'street_segments_count': 423, 'node_density_km': 48.183052802026296, 'intersection_density_km': 45.015308846183736, 'edge_density_km': 18607.675948284254, 'street_density_km': 9339.248266505776, 'circuity_avg': 1.0210120889675514, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0210120889675514\n", - "1711\n", - "13002098.818295673\n", - "{'n': 568, 'm': 1569, 'k_avg': 5.524647887323944, 'intersection_count': 496, 'streets_per_node_avg': 2.839788732394366, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 443, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1267605633802817, 2: 0.0, 3: 0.7799295774647887, 4: 0.09330985915492958}, 'edge_length_total': 189910.05599999987, 'edge_length_avg': 121.03891395793491, 'street_length_total': 95348.047, 'street_length_avg': 121.1538081321474, 'street_segments_count': 787, 'node_density_km': 43.68525481445725, 'intersection_density_km': 38.14768730276549, 'edge_density_km': 14606.107725682818, 'street_density_km': 7333.281213478603, 'circuity_avg': 1.0447012930678476, 'self_loop_proportion': 0.0012746972594008922, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0447012930678476\n", - "1712\n", - "42987461.62699807\n", - "{'n': 3923, 'm': 9618, 'k_avg': 4.903390262554168, 'intersection_count': 3052, 'streets_per_node_avg': 2.689523323986745, 'streets_per_node_counts': {0: 0, 1: 871, 2: 3, 3: 2543, 4: 488, 5: 15, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22202396125414223, 2: 0.0007647208768799389, 3: 0.6482283966352281, 4: 0.12439459597247005, 5: 0.003823604384399694, 6: 0.0007647208768799389}, 'edge_length_total': 700704.4229999983, 'edge_length_avg': 72.8534438552712, 'street_length_total': 367208.3410000002, 'street_length_avg': 70.46792189598929, 'street_segments_count': 5211, 'node_density_km': 91.25916840682164, 'intersection_density_km': 70.99744633638024, 'edge_density_km': 16300.204675493662, 'street_density_km': 8542.219686899976, 'circuity_avg': 1.0728847405687516, 'self_loop_proportion': 0.0018714909544603868, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0728847405687516\n", - "1713\n", - "284046524.95082164\n", - "error with entry 1713\n", - "1714\n", - "5001501.788084455\n", - "{'n': 108, 'm': 290, 'k_avg': 5.37037037037037, 'intersection_count': 92, 'streets_per_node_avg': 2.8518518518518516, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 77, 4: 14, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14814814814814814, 2: 0.0, 3: 0.7129629629629629, 4: 0.12962962962962962, 5: 0.009259259259259259}, 'edge_length_total': 48045.39399999999, 'edge_length_avg': 165.67377241379307, 'street_length_total': 24022.697, 'street_length_avg': 165.6737724137931, 'street_segments_count': 145, 'node_density_km': 21.59351422352752, 'intersection_density_km': 18.39447507930122, 'edge_density_km': 9606.19350661096, 'street_density_km': 4803.096753305481, 'circuity_avg': 1.0744082533468473, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0744082533468473\n", - "1715\n", - "8003755.108940244\n", - "{'n': 327, 'm': 915, 'k_avg': 5.5963302752293576, 'intersection_count': 279, 'streets_per_node_avg': 2.8960244648318043, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 217, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14678899082568808, 2: 0.0, 3: 0.6636085626911316, 4: 0.18960244648318042}, 'edge_length_total': 103083.3890000002, 'edge_length_avg': 112.65944153005486, 'street_length_total': 51724.01800000002, 'street_length_avg': 112.1996052060738, 'street_segments_count': 461, 'node_density_km': 40.85582274184514, 'intersection_density_km': 34.858637752216495, 'edge_density_km': 12879.378191476077, 'street_density_km': 6462.46884068504, 'circuity_avg': 1.0477100293087938, 'self_loop_proportion': 0.006557377049180328, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0477100293087938\n", - "1716\n", - "6000299.199352757\n", - "{'n': 340, 'm': 884, 'k_avg': 5.2, 'intersection_count': 270, 'streets_per_node_avg': 2.7058823529411766, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 230, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20588235294117646, 2: 0.0, 3: 0.6764705882352942, 4: 0.11764705882352941}, 'edge_length_total': 88355.116, 'edge_length_avg': 99.94922624434389, 'street_length_total': 44221.46600000001, 'street_length_avg': 99.82272234762982, 'street_segments_count': 443, 'node_density_km': 56.663841035906216, 'intersection_density_km': 44.99775611674905, 'edge_density_km': 14725.118375685452, 'street_density_km': 7369.876822937447, 'circuity_avg': 1.0397215732084986, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397215732084986\n", - "1717\n", - "26020914.55790251\n", - "{'n': 1925, 'm': 5144, 'k_avg': 5.344415584415584, 'intersection_count': 1597, 'streets_per_node_avg': 2.8306493506493506, 'streets_per_node_counts': {0: 0, 1: 328, 2: 5, 3: 1263, 4: 323, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1703896103896104, 2: 0.0025974025974025974, 3: 0.6561038961038961, 4: 0.1677922077922078, 5: 0.003116883116883117}, 'edge_length_total': 489611.6200000007, 'edge_length_avg': 95.18110808709189, 'street_length_total': 251752.67100000012, 'street_length_avg': 94.32471749719001, 'street_segments_count': 2669, 'node_density_km': 73.978952419848, 'intersection_density_km': 61.37370753999858, 'edge_density_km': 18816.08038451156, 'street_density_km': 9675.012399729172, 'circuity_avg': 1.0370081895017693, 'self_loop_proportion': 0.0033048211508553654, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0370081895017693\n", - "1718\n", - "5999480.315041194\n", - "{'n': 329, 'm': 862, 'k_avg': 5.240121580547113, 'intersection_count': 266, 'streets_per_node_avg': 2.7142857142857144, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 234, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19148936170212766, 2: 0.0, 3: 0.7112462006079028, 4: 0.0972644376899696}, 'edge_length_total': 104571.60999999996, 'edge_length_avg': 121.3127726218097, 'street_length_total': 52285.804999999986, 'street_length_avg': 121.31277262180971, 'street_segments_count': 431, 'node_density_km': 54.83808308782508, 'intersection_density_km': 44.337173560369216, 'edge_density_km': 17430.11136111744, 'street_density_km': 8715.055680558722, 'circuity_avg': 1.0449230748341174, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0449230748341174\n", - "1719\n", - "11004354.587501623\n", - "{'n': 283, 'm': 759, 'k_avg': 5.363957597173145, 'intersection_count': 241, 'streets_per_node_avg': 2.8480565371024733, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 202, 4: 37, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14840989399293286, 2: 0.0, 3: 0.7137809187279152, 4: 0.13074204946996468, 5: 0.007067137809187279}, 'edge_length_total': 124453.98499999987, 'edge_length_avg': 163.9709947299076, 'street_length_total': 62255.51999999999, 'street_length_avg': 163.83031578947364, 'street_segments_count': 380, 'node_density_km': 25.71709206112114, 'intersection_density_km': 21.900421154523656, 'edge_density_km': 11309.52151808617, 'street_density_km': 5657.353141883279, 'circuity_avg': 1.0643853659711233, 'self_loop_proportion': 0.002635046113306983, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0643853659711233\n", - "1720\n", - "10004075.964577526\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1111, 'm': 2838, 'k_avg': 5.108910891089109, 'intersection_count': 952, 'streets_per_node_avg': 2.855085508550855, 'streets_per_node_counts': {0: 0, 1: 159, 2: 3, 3: 792, 4: 154, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14311431143114312, 2: 0.0027002700270027003, 3: 0.7128712871287128, 4: 0.13861386138613863, 5: 0.0027002700270027003}, 'edge_length_total': 188765.0430000001, 'edge_length_avg': 66.5134048625793, 'street_length_total': 101551.46599999994, 'street_length_avg': 64.97214715291103, 'street_segments_count': 1563, 'node_density_km': 111.05473448360783, 'intersection_density_km': 95.16121262681787, 'edge_density_km': 18868.81343848049, 'street_density_km': 10151.009084654475, 'circuity_avg': 1.0722737185347897, 'self_loop_proportion': 0.0066948555320648345, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0722737185347897\n", - "1721\n", - "8002707.529222262\n", - "{'n': 446, 'm': 1180, 'k_avg': 5.291479820627803, 'intersection_count': 364, 'streets_per_node_avg': 2.8295964125560538, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 279, 4: 82, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18385650224215247, 2: 0.0, 3: 0.625560538116592, 4: 0.18385650224215247, 5: 0.006726457399103139}, 'edge_length_total': 133317.9829999999, 'edge_length_avg': 112.98134152542363, 'street_length_total': 67458.28999999995, 'street_length_avg': 110.76894909688005, 'street_segments_count': 609, 'node_density_km': 55.731138289311474, 'intersection_density_km': 45.48460613746497, 'edge_density_km': 16659.109746692982, 'street_density_km': 8429.433382848598, 'circuity_avg': 1.0729059099579639, 'self_loop_proportion': 0.001694915254237288, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0729059099579639\n", - "1722\n", - "10000082.796428526\n", - "{'n': 659, 'm': 1715, 'k_avg': 5.204855842185129, 'intersection_count': 506, 'streets_per_node_avg': 2.660091047040971, 'streets_per_node_counts': {0: 0, 1: 153, 2: 0, 3: 425, 4: 80, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2321699544764795, 2: 0.0, 3: 0.644916540212443, 4: 0.12139605462822459, 5: 0.0015174506828528073}, 'edge_length_total': 167112.17699999988, 'edge_length_avg': 97.44150262390663, 'street_length_total': 83890.81500000005, 'street_length_avg': 97.54745930232563, 'street_segments_count': 860, 'node_density_km': 65.89945437605358, 'intersection_density_km': 50.59958105354039, 'edge_density_km': 16711.079338231386, 'street_density_km': 8389.012041976412, 'circuity_avg': 1.0396820722360454, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0396820722360454\n", - "1723\n", - "13995295.356561627\n", - "{'n': 1000, 'm': 2841, 'k_avg': 5.682, 'intersection_count': 867, 'streets_per_node_avg': 2.986, 'streets_per_node_counts': {0: 0, 1: 133, 2: 0, 3: 622, 4: 239, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.133, 2: 0.0, 3: 0.622, 4: 0.239, 5: 0.005, 6: 0.001}, 'edge_length_total': 295853.68500000145, 'edge_length_avg': 104.13716473072913, 'street_length_total': 150067.6149999998, 'street_length_avg': 103.3523519283745, 'street_segments_count': 1452, 'node_density_km': 71.45258278033802, 'intersection_density_km': 61.94938927055306, 'edge_density_km': 21139.509918330652, 'street_density_km': 10722.718683435382, 'circuity_avg': 1.053057720881185, 'self_loop_proportion': 0.003871876099964801, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053057720881185\n", - "1724\n", - "6001268.90128565\n", - "{'n': 293, 'm': 710, 'k_avg': 4.84641638225256, 'intersection_count': 220, 'streets_per_node_avg': 2.583617747440273, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 196, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24914675767918087, 2: 0.0, 3: 0.6689419795221843, 4: 0.08191126279863481}, 'edge_length_total': 68575.744, 'edge_length_avg': 96.58555492957747, 'street_length_total': 35124.749, 'street_length_avg': 94.4213682795699, 'street_segments_count': 372, 'node_density_km': 48.8230080703817, 'intersection_density_km': 36.658913909501614, 'edge_density_km': 11426.8740708001, 'street_density_km': 5852.887044017514, 'circuity_avg': 1.0874888858386906, 'self_loop_proportion': 0.005633802816901409, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0874888858386906\n", - "1725\n", - "135968833.835118\n", - "{'n': 23029, 'm': 63592, 'k_avg': 5.522775630726476, 'intersection_count': 18500, 'streets_per_node_avg': 2.8332103000564506, 'streets_per_node_counts': {0: 0, 1: 4529, 2: 5, 3: 13361, 4: 5059, 5: 64, 6: 9, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19666507447131878, 2: 0.00021711754744018413, 3: 0.58018151026966, 4: 0.2196795344999783, 5: 0.0027791046072343567, 6: 0.0003908115853923314, 7: 8.684701897607365e-05}, 'edge_length_total': 3475160.975000011, 'edge_length_avg': 54.64776976663748, 'street_length_total': 1773421.121999987, 'street_length_avg': 54.60544760907679, 'street_segments_count': 32477, 'node_density_km': 169.3696956166147, 'intersection_density_km': 136.06059181498858, 'edge_density_km': 25558.511292478608, 'street_density_km': 13042.850129541584, 'circuity_avg': 1.058458935793494, 'self_loop_proportion': 0.001619700591269342, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058458935793494\n", - "1726\n", - "85991894.37381287\n", - "error with entry 1726\n", - "1727\n", - "5998149.713686345\n", - "{'n': 347, 'm': 1008, 'k_avg': 5.8097982708933715, 'intersection_count': 312, 'streets_per_node_avg': 3.037463976945245, 'streets_per_node_counts': {0: 0, 1: 35, 2: 1, 3: 228, 4: 82, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10086455331412104, 2: 0.002881844380403458, 3: 0.6570605187319885, 4: 0.23631123919308358, 5: 0.002881844380403458}, 'edge_length_total': 115734.09399999982, 'edge_length_avg': 114.81556944444426, 'street_length_total': 58218.433999999936, 'street_length_avg': 114.15379215686262, 'street_segments_count': 510, 'node_density_km': 57.851173539104714, 'intersection_density_km': 52.01604076138521, 'edge_density_km': 19294.965868544805, 'street_density_km': 9706.065500025677, 'circuity_avg': 1.0404618344716112, 'self_loop_proportion': 0.001984126984126984, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0404618344716112\n", - "1728\n", - "7003175.743280316\n", - "{'n': 467, 'm': 1232, 'k_avg': 5.2762312633832975, 'intersection_count': 380, 'streets_per_node_avg': 2.7344753747323343, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 331, 4: 48, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18629550321199143, 2: 0.0, 3: 0.708779443254818, 4: 0.10278372591006424, 5: 0.0021413276231263384}, 'edge_length_total': 121107.41199999992, 'edge_length_avg': 98.30147077922072, 'street_length_total': 60619.66000000001, 'street_length_avg': 97.45926045016078, 'street_segments_count': 622, 'node_density_km': 66.68403266162436, 'intersection_density_km': 54.26109724072217, 'edge_density_km': 17293.2133134321, 'street_density_km': 8656.024384103992, 'circuity_avg': 1.0420410309694477, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0420410309694477\n", - "1729\n", - "16012900.992619215\n", - "{'n': 516, 'm': 1432, 'k_avg': 5.550387596899225, 'intersection_count': 418, 'streets_per_node_avg': 2.8468992248062017, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 305, 4: 110, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18992248062015504, 2: 0.0, 3: 0.5910852713178295, 4: 0.2131782945736434, 5: 0.003875968992248062, 6: 0.001937984496124031}, 'edge_length_total': 169343.49000000008, 'edge_length_avg': 118.25662709497212, 'street_length_total': 84985.26699999993, 'street_length_avg': 117.38296546961317, 'street_segments_count': 724, 'node_density_km': 32.22401738684568, 'intersection_density_km': 26.10395206918894, 'edge_density_km': 10575.441019591337, 'street_density_km': 5307.299847739768, 'circuity_avg': 1.0363981112755807, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0363981112755807\n", - "1730\n", - "33003947.968172885\n", - "{'n': 3642, 'm': 9592, 'k_avg': 5.267435475013729, 'intersection_count': 2945, 'streets_per_node_avg': 2.7915980230642505, 'streets_per_node_counts': {0: 0, 1: 697, 2: 9, 3: 2308, 4: 614, 5: 12, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1913783635365184, 2: 0.002471169686985173, 3: 0.6337177375068643, 4: 0.1685886875343218, 5: 0.0032948929159802307, 6: 0.0005491488193300384}, 'edge_length_total': 770284.2170000047, 'edge_length_avg': 80.30485998749006, 'street_length_total': 395169.63600000105, 'street_length_avg': 78.75042566759686, 'street_segments_count': 5018, 'node_density_km': 110.35043454535001, 'intersection_density_km': 89.23174896651724, 'edge_density_km': 23339.15378071807, 'street_density_km': 11973.405011457417, 'circuity_avg': 1.0719322888860563, 'self_loop_proportion': 0.004065888240200167, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0719322888860563\n", - "1731\n", - "55033515.255585045\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 7285, 'm': 20153, 'k_avg': 5.53273850377488, 'intersection_count': 5980, 'streets_per_node_avg': 2.8334934797529168, 'streets_per_node_counts': {0: 0, 1: 1305, 2: 3, 3: 4618, 4: 1323, 5: 33, 6: 1, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17913520933424845, 2: 0.0004118050789293068, 3: 0.6339052848318463, 4: 0.1816060398078243, 5: 0.004529855868222374, 6: 0.00013726835964310226, 7: 0.0002745367192862045}, 'edge_length_total': 1543036.598000006, 'edge_length_avg': 76.56609924080811, 'street_length_total': 781711.3440000026, 'street_length_avg': 76.2719625329303, 'street_segments_count': 10249, 'node_density_km': 132.37388100991217, 'intersection_density_km': 108.66105812481464, 'edge_density_km': 28038.125328427242, 'street_density_km': 14204.277890838002, 'circuity_avg': 1.0569883653013188, 'self_loop_proportion': 0.0019848161564035133, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0569883653013188\n", - "1732\n", - "6997677.381659977\n", - "{'n': 205, 'm': 544, 'k_avg': 5.307317073170732, 'intersection_count': 174, 'streets_per_node_avg': 2.770731707317073, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 159, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15121951219512195, 2: 0.0, 3: 0.775609756097561, 4: 0.07317073170731707}, 'edge_length_total': 61870.047000000006, 'edge_length_avg': 113.73170404411766, 'street_length_total': 31119.48699999999, 'street_length_avg': 113.57477007299266, 'street_segments_count': 274, 'node_density_km': 29.29543458766461, 'intersection_density_km': 24.865393259773864, 'edge_density_km': 8841.511779630415, 'street_density_km': 4447.116564927702, 'circuity_avg': 1.0631490689213916, 'self_loop_proportion': 0.003676470588235294, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0631490689213916\n", - "1733\n", - "15000270.563736413\n", - "{'n': 725, 'm': 1902, 'k_avg': 5.246896551724138, 'intersection_count': 577, 'streets_per_node_avg': 2.707586206896552, 'streets_per_node_counts': {0: 0, 1: 148, 2: 0, 3: 494, 4: 82, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20413793103448277, 2: 0.0, 3: 0.6813793103448276, 4: 0.11310344827586206, 5: 0.001379310344827586}, 'edge_length_total': 228636.25600000052, 'edge_length_avg': 120.20833648790774, 'street_length_total': 115687.09800000004, 'street_length_avg': 119.26504948453612, 'street_segments_count': 970, 'node_density_km': 48.33246153257451, 'intersection_density_km': 38.465972833511024, 'edge_density_km': 15242.142135271564, 'street_density_km': 7712.334088138179, 'circuity_avg': 1.0384621945264392, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0384621945264392\n", - "1734\n", - "8000665.267446072\n", - "{'n': 509, 'm': 1397, 'k_avg': 5.489194499017682, 'intersection_count': 435, 'streets_per_node_avg': 2.8526522593320234, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 362, 4: 73}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14538310412573674, 2: 0.0, 3: 0.7111984282907662, 4: 0.14341846758349705}, 'edge_length_total': 138657.46800000005, 'edge_length_avg': 99.25373514674305, 'street_length_total': 69372.79300000002, 'street_length_avg': 99.24576967095854, 'street_segments_count': 699, 'node_density_km': 63.6197094847939, 'intersection_density_km': 54.37047863631699, 'edge_density_km': 17330.74230266623, 'street_density_km': 8670.878068386533, 'circuity_avg': 1.035353254427292, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035353254427292\n", - "1735\n", - "6001243.068702486\n", - "{'n': 347, 'm': 1010, 'k_avg': 5.821325648414986, 'intersection_count': 317, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 257, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08645533141210375, 2: 0.0, 3: 0.7406340057636888, 4: 0.1729106628242075}, 'edge_length_total': 123145.44999999965, 'edge_length_avg': 121.92618811881154, 'street_length_total': 61572.724999999984, 'street_length_avg': 121.92618811881185, 'street_segments_count': 505, 'node_density_km': 57.82135401408162, 'intersection_density_km': 52.82238969009762, 'edge_density_km': 20519.990373698463, 'street_density_km': 10259.995186849259, 'circuity_avg': 1.026656543806446, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.026656543806446\n", - "1736\n", - "24991348.626698434\n", - "{'n': 690, 'm': 1951, 'k_avg': 5.655072463768116, 'intersection_count': 628, 'streets_per_node_avg': 3.027536231884058, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 486, 4: 141, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08985507246376812, 2: 0.0, 3: 0.7043478260869566, 4: 0.20434782608695654, 5: 0.0014492753623188406}, 'edge_length_total': 248402.73299999992, 'edge_length_avg': 127.32072424397741, 'street_length_total': 133726.47500000018, 'street_length_avg': 129.3292794970988, 'street_segments_count': 1034, 'node_density_km': 27.60955442247995, 'intersection_density_km': 25.128695909155663, 'edge_density_km': 9939.5489499366, 'street_density_km': 5350.9107090418975, 'circuity_avg': 1.077981452135337, 'self_loop_proportion': 0.004100461301896463, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077981452135337\n", - "1737\n", - "8996443.784740696\n", - "{'n': 629, 'm': 1936, 'k_avg': 6.155802861685214, 'intersection_count': 575, 'streets_per_node_avg': 3.2003179650238476, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 342, 4: 232, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08585055643879173, 2: 0.0, 3: 0.5437201907790143, 4: 0.3688394276629571, 5: 0.001589825119236884}, 'edge_length_total': 188388.86900000062, 'edge_length_avg': 97.30830010330611, 'street_length_total': 94565.36700000003, 'street_length_avg': 96.20078026449647, 'street_segments_count': 983, 'node_density_km': 69.91651535319737, 'intersection_density_km': 63.914143605864055, 'edge_density_km': 20940.370829586696, 'street_density_km': 10511.41642883346, 'circuity_avg': 1.0432942605578095, 'self_loop_proportion': 0.002066115702479339, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0432942605578095\n", - "1738\n", - "16995757.843185253\n", - "{'n': 319, 'm': 787, 'k_avg': 4.934169278996865, 'intersection_count': 248, 'streets_per_node_avg': 2.6175548589341693, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 229, 4: 18, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2225705329153605, 2: 0.0, 3: 0.7178683385579937, 4: 0.05642633228840126, 5: 0.003134796238244514}, 'edge_length_total': 145703.7319999999, 'edge_length_avg': 185.13816010165172, 'street_length_total': 72985.40499999998, 'street_length_avg': 184.30657828282824, 'street_segments_count': 396, 'node_density_km': 18.769389570227883, 'intersection_density_km': 14.591876531086253, 'edge_density_km': 8572.947046219677, 'street_density_km': 4294.330719077923, 'circuity_avg': 1.0649983687784765, 'self_loop_proportion': 0.0025412960609911056, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0649983687784765\n", - "1739\n", - "3999211.9471381046\n", - "{'n': 97, 'm': 250, 'k_avg': 5.154639175257732, 'intersection_count': 73, 'streets_per_node_avg': 2.618556701030928, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 62, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24742268041237114, 2: 0.0, 3: 0.6391752577319587, 4: 0.1134020618556701}, 'edge_length_total': 35630.93600000001, 'edge_length_avg': 142.52374400000002, 'street_length_total': 17815.468, 'street_length_avg': 142.523744, 'street_segments_count': 125, 'node_density_km': 24.254778511905236, 'intersection_density_km': 18.25359619968126, 'edge_density_km': 8909.48928713269, 'street_density_km': 4454.744643566344, 'circuity_avg': 1.0758875539959885, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0758875539959885\n", - "1740\n", - "11002482.543752767\n", - "{'n': 527, 'm': 1464, 'k_avg': 5.555977229601518, 'intersection_count': 484, 'streets_per_node_avg': 3.001897533206831, 'streets_per_node_counts': {0: 0, 1: 43, 2: 1, 3: 395, 4: 88}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08159392789373814, 2: 0.0018975332068311196, 3: 0.7495256166982922, 4: 0.16698292220113853}, 'edge_length_total': 181797.43700000024, 'edge_length_avg': 124.1785771857925, 'street_length_total': 92888.60499999998, 'street_length_avg': 121.4230130718954, 'street_segments_count': 765, 'node_density_km': 47.89828094744233, 'intersection_density_km': 43.99007206558271, 'edge_density_km': 16523.31065076083, 'street_density_km': 8442.513281036045, 'circuity_avg': 1.0637745596479284, 'self_loop_proportion': 0.00273224043715847, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0637745596479284\n", - "1741\n", - "20997307.25671532\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 718, 'm': 2050, 'k_avg': 5.710306406685237, 'intersection_count': 581, 'streets_per_node_avg': 2.8983286908077996, 'streets_per_node_counts': {0: 0, 1: 137, 2: 0, 3: 382, 4: 197, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19080779944289694, 2: 0.0, 3: 0.532033426183844, 4: 0.2743732590529248, 5: 0.002785515320334262}, 'edge_length_total': 302214.6190000006, 'edge_length_avg': 147.42176536585396, 'street_length_total': 151244.41499999992, 'street_length_avg': 147.41171052631572, 'street_segments_count': 1026, 'node_density_km': 34.19486085628292, 'intersection_density_km': 27.67021470403952, 'edge_density_km': 14393.017890584368, 'street_density_km': 7203.038615898198, 'circuity_avg': 1.0471587900398358, 'self_loop_proportion': 0.001951219512195122, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0471587900398358\n", - "1742\n", - "11996068.781412866\n", - "{'n': 332, 'm': 981, 'k_avg': 5.909638554216867, 'intersection_count': 312, 'streets_per_node_avg': 3.0933734939759034, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 243, 4: 67, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.060240963855421686, 2: 0.0, 3: 0.7319277108433735, 4: 0.20180722891566266, 5: 0.006024096385542169}, 'edge_length_total': 148242.7589999999, 'edge_length_avg': 151.1139235474005, 'street_length_total': 75351.42300000004, 'street_length_avg': 149.80402186878734, 'street_segments_count': 503, 'node_density_km': 27.675733279756827, 'intersection_density_km': 26.008520431578706, 'edge_density_km': 12357.61162270864, 'street_density_km': 6281.343027705227, 'circuity_avg': 1.0359295794402232, 'self_loop_proportion': 0.004077471967380225, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0359295794402232\n", - "1743\n", - "70030850.77205344\n", - "error with entry 1743\n", - "1744\n", - "4001190.290085156\n", - "{'n': 460, 'm': 1120, 'k_avg': 4.869565217391305, 'intersection_count': 360, 'streets_per_node_avg': 2.6565217391304348, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 318, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21739130434782608, 2: 0.0, 3: 0.691304347826087, 4: 0.09130434782608696}, 'edge_length_total': 88268.3470000001, 'edge_length_avg': 78.81102410714294, 'street_length_total': 45581.22500000003, 'street_length_avg': 77.38747877758918, 'street_segments_count': 589, 'node_density_km': 114.96578934020405, 'intersection_density_km': 89.97322644015969, 'edge_density_km': 22060.522144804443, 'street_density_km': 11391.916328735751, 'circuity_avg': 1.050936234943046, 'self_loop_proportion': 0.0017857142857142857, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050936234943046\n", - "1745\n", - "10997332.991609111\n", - "{'n': 220, 'm': 668, 'k_avg': 6.072727272727272, 'intersection_count': 190, 'streets_per_node_avg': 3.1, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 108, 4: 82}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13636363636363635, 2: 0.0, 3: 0.4909090909090909, 4: 0.37272727272727274}, 'edge_length_total': 118859.88199999987, 'edge_length_avg': 177.93395508982016, 'street_length_total': 59429.941000000006, 'street_length_avg': 177.9339550898204, 'street_segments_count': 334, 'node_density_km': 20.004850282141906, 'intersection_density_km': 17.27691615275892, 'edge_density_km': 10808.06429074114, 'street_density_km': 5404.0321453705765, 'circuity_avg': 1.0157613264776026, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0157613264776026\n", - "1746\n", - "13994495.80815068\n", - "{'n': 883, 'm': 2505, 'k_avg': 5.673839184597962, 'intersection_count': 792, 'streets_per_node_avg': 3.001132502831257, 'streets_per_node_counts': {0: 0, 1: 91, 2: 2, 3: 608, 4: 179, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10305775764439411, 2: 0.0022650056625141564, 3: 0.6885617214043035, 4: 0.20271800679501698, 5: 0.0033975084937712344}, 'edge_length_total': 290248.2490000007, 'edge_length_avg': 115.86756447105817, 'street_length_total': 146196.75600000028, 'street_length_avg': 113.50679813664618, 'street_segments_count': 1288, 'node_density_km': 63.096235270278385, 'intersection_density_km': 56.593678747520364, 'edge_density_km': 20740.171920374163, 'street_density_km': 10446.73263004247, 'circuity_avg': 1.0332359310787889, 'self_loop_proportion': 0.0031936127744510976, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0332359310787889\n", - "1747\n", - "54026022.42883045\n", - "error with entry 1747\n", - "1748\n", - "9005052.06911963\n", - "{'n': 325, 'm': 884, 'k_avg': 5.44, 'intersection_count': 286, 'streets_per_node_avg': 2.8984615384615386, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 243, 4: 41, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12, 2: 0.0, 3: 0.7476923076923077, 4: 0.12615384615384614, 5: 0.006153846153846154}, 'edge_length_total': 132095.32599999988, 'edge_length_avg': 149.42910180995463, 'street_length_total': 66047.66300000002, 'street_length_avg': 149.42910180995477, 'street_segments_count': 442, 'node_density_km': 36.09085183577104, 'intersection_density_km': 31.759949615478515, 'edge_density_km': 14669.024119581138, 'street_density_km': 7334.512059790577, 'circuity_avg': 1.0397886764593343, 'self_loop_proportion': 0.0022624434389140274, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397886764593343\n", - "1749\n", - "13008542.910195818\n", - "{'n': 887, 'm': 2417, 'k_avg': 5.449830890642615, 'intersection_count': 769, 'streets_per_node_avg': 2.94250281848929, 'streets_per_node_counts': {0: 0, 1: 118, 2: 4, 3: 585, 4: 174, 5: 4, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.133032694475761, 2: 0.004509582863585118, 3: 0.6595264937993236, 4: 0.19616685456595265, 5: 0.004509582863585118, 6: 0.0011273957158962795, 7: 0.0011273957158962795}, 'edge_length_total': 219417.56699999957, 'edge_length_avg': 90.78095448903582, 'street_length_total': 113894.89100000005, 'street_length_avg': 89.25931896551728, 'street_segments_count': 1276, 'node_density_km': 68.1859610352508, 'intersection_density_km': 59.114998913312135, 'edge_density_km': 16867.19016224521, 'street_density_km': 8755.39188257062, 'circuity_avg': 1.0323448385539555, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0323448385539555\n", - "1750\n", - "12998191.217972755\n", - "{'n': 465, 'm': 1176, 'k_avg': 5.058064516129032, 'intersection_count': 355, 'streets_per_node_avg': 2.610752688172043, 'streets_per_node_counts': {0: 0, 1: 110, 2: 0, 3: 316, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23655913978494625, 2: 0.0, 3: 0.6795698924731183, 4: 0.08387096774193549}, 'edge_length_total': 172653.6759999999, 'edge_length_avg': 146.81435034013597, 'street_length_total': 86326.83800000002, 'street_length_avg': 146.8143503401361, 'street_segments_count': 588, 'node_density_km': 35.77420828807618, 'intersection_density_km': 27.311492348961387, 'edge_density_km': 13282.900143926916, 'street_density_km': 6641.450071963464, 'circuity_avg': 1.0394782907913809, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0394782907913809\n", - "1751\n", - "5000378.060932651\n", - "{'n': 281, 'm': 783, 'k_avg': 5.572953736654804, 'intersection_count': 248, 'streets_per_node_avg': 2.9181494661921707, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 205, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11743772241992882, 2: 0.0, 3: 0.7295373665480427, 4: 0.15302491103202848}, 'edge_length_total': 98875.09500000016, 'edge_length_avg': 126.27726053639867, 'street_length_total': 49459.372, 'street_length_avg': 126.17186734693878, 'street_segments_count': 392, 'node_density_km': 56.1957509163995, 'intersection_density_km': 49.59624991909992, 'edge_density_km': 19773.52388062401, 'street_density_km': 9891.12651029731, 'circuity_avg': 1.0222590470902344, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0222590470902344\n", - "1752\n", - "7997382.888859916\n", - "error with entry 1752\n", - "1753\n", - "55017267.13690353\n", - "{'n': 7448, 'm': 18323, 'k_avg': 4.920247046186896, 'intersection_count': 5326, 'streets_per_node_avg': 2.5492749731471536, 'streets_per_node_counts': {0: 0, 1: 2122, 2: 5, 3: 4471, 4: 817, 5: 30, 6: 2, 7: 0, 8: 0, 9: 0, 10: 0, 11: 0, 12: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28490870032223414, 2: 0.0006713211600429646, 3: 0.6002953813104189, 4: 0.1096938775510204, 5: 0.004027926960257788, 6: 0.0002685284640171858, 7: 0.0, 8: 0.0, 9: 0.0, 10: 0.0, 11: 0.0, 12: 0.0001342642320085929}, 'edge_length_total': 1202099.1120000072, 'edge_length_avg': 65.60602041150506, 'street_length_total': 622493.250999994, 'street_length_avg': 65.90717321333976, 'street_segments_count': 9445, 'node_density_km': 135.3756809015357, 'intersection_density_km': 96.80597160064167, 'edge_density_km': 21849.48788911552, 'street_density_km': 11314.50694290209, 'circuity_avg': 1.042537780313116, 'self_loop_proportion': 0.001418981607815314, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042537780313116\n", - "1754\n", - "23008050.94725636\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1032, 'm': 2532, 'k_avg': 4.906976744186046, 'intersection_count': 821, 'streets_per_node_avg': 2.685077519379845, 'streets_per_node_counts': {0: 0, 1: 211, 2: 0, 3: 726, 4: 93, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20445736434108527, 2: 0.0, 3: 0.7034883720930233, 4: 0.09011627906976744, 5: 0.001937984496124031}, 'edge_length_total': 275575.238, 'edge_length_avg': 108.83698183254344, 'street_length_total': 142668.08500000028, 'street_length_avg': 105.36786189069444, 'street_segments_count': 1354, 'node_density_km': 44.853864517501115, 'intersection_density_km': 35.683161597740714, 'edge_density_km': 11977.339524835392, 'street_density_km': 6200.789685621459, 'circuity_avg': 1.0705239003071434, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0705239003071434\n", - "1755\n", - "19006217.003288377\n", - "error with entry 1755\n", - "1756\n", - "119067366.36009118\n", - "{'n': 14317, 'm': 34750, 'k_avg': 4.854368932038835, 'intersection_count': 11066, 'streets_per_node_avg': 2.6517426835230844, 'streets_per_node_counts': {0: 0, 1: 3251, 2: 29, 3: 9590, 4: 1369, 5: 61, 6: 15, 7: 1, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22707271076342808, 2: 0.0020255640148075715, 3: 0.6698330655863659, 4: 0.09562059090591604, 5: 0.004260669134595237, 6: 0.001047705524900468, 7: 6.984703499336453e-05, 8: 6.984703499336453e-05}, 'edge_length_total': 2510123.121999981, 'edge_length_avg': 72.23375890647426, 'street_length_total': 1333201.3400000017, 'street_length_avg': 70.64815537067467, 'street_segments_count': 18871, 'node_density_km': 120.24285442496148, 'intersection_density_km': 92.93898352075321, 'edge_density_km': 21081.537273686772, 'street_density_km': 11197.033920848207, 'circuity_avg': 1.078552498956792, 'self_loop_proportion': 0.0032805755395683453, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078552498956792\n", - "1757\n", - "16010531.168836713\n", - "{'n': 517, 'm': 1425, 'k_avg': 5.51257253384913, 'intersection_count': 440, 'streets_per_node_avg': 2.8897485493230173, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 343, 4: 97}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14893617021276595, 2: 0.0, 3: 0.6634429400386848, 4: 0.18762088974854932}, 'edge_length_total': 218048.3909999999, 'edge_length_avg': 153.01641473684202, 'street_length_total': 109063.5980000001, 'street_length_avg': 152.53650069930083, 'street_segments_count': 715, 'node_density_km': 32.2912459647998, 'intersection_density_km': 27.48191145940409, 'edge_density_km': 13619.060398471636, 'street_density_km': 6811.991235636462, 'circuity_avg': 1.022126156827919, 'self_loop_proportion': 0.0014035087719298245, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.022126156827919\n", - "1758\n", - "11995339.94260023\n", - "{'n': 1049, 'm': 2835, 'k_avg': 5.405147759771211, 'intersection_count': 879, 'streets_per_node_avg': 2.834127740705434, 'streets_per_node_counts': {0: 0, 1: 170, 2: 0, 3: 715, 4: 162, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16205910390848427, 2: 0.0, 3: 0.6816015252621545, 4: 0.1544327931363203, 5: 0.0019065776930409914}, 'edge_length_total': 241956.11099999974, 'edge_length_avg': 85.3460708994708, 'street_length_total': 124941.75700000027, 'street_length_avg': 85.16820518064095, 'street_segments_count': 1467, 'node_density_km': 87.45062707848597, 'intersection_density_km': 73.2784568179115, 'edge_density_km': 20170.842356932062, 'street_density_km': 10415.857957996031, 'circuity_avg': 1.0616076793663447, 'self_loop_proportion': 0.0021164021164021165, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0616076793663447\n", - "1759\n", - "7999664.266180945\n", - "{'n': 222, 'm': 614, 'k_avg': 5.531531531531532, 'intersection_count': 194, 'streets_per_node_avg': 2.855855855855856, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 170, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12612612612612611, 2: 0.0, 3: 0.7657657657657657, 4: 0.10810810810810811}, 'edge_length_total': 88068.75200000007, 'edge_length_avg': 143.43444951140077, 'street_length_total': 44034.37599999996, 'street_length_avg': 143.43444951140052, 'street_segments_count': 307, 'node_density_km': 27.75116462556037, 'intersection_density_km': 24.251017735850052, 'edge_density_km': 11009.056014052481, 'street_density_km': 5504.5280070262315, 'circuity_avg': 1.0328172058377452, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0328172058377452\n", - "1760\n", - "9007836.958012862\n", - "{'n': 128, 'm': 340, 'k_avg': 5.3125, 'intersection_count': 109, 'streets_per_node_avg': 2.8203125, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 94, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1484375, 2: 0.0, 3: 0.734375, 4: 0.1171875}, 'edge_length_total': 65020.48400000003, 'edge_length_avg': 191.23671764705892, 'street_length_total': 32510.242, 'street_length_avg': 191.2367176470588, 'street_segments_count': 170, 'node_density_km': 14.209848668068801, 'intersection_density_km': 12.100574256402338, 'edge_density_km': 7218.212796598354, 'street_density_km': 3609.1063982991745, 'circuity_avg': 1.0580773787245568, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0580773787245568\n", - "1761\n", - "9996128.246049434\n", - "{'n': 492, 'm': 1384, 'k_avg': 5.626016260162602, 'intersection_count': 424, 'streets_per_node_avg': 2.9410569105691056, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 320, 4: 101, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13821138211382114, 2: 0.0, 3: 0.6504065040650406, 4: 0.20528455284552846, 5: 0.006097560975609756}, 'edge_length_total': 172670.99399999957, 'edge_length_avg': 124.7622789017338, 'street_length_total': 86360.00600000015, 'street_length_avg': 124.6176132756135, 'street_segments_count': 693, 'node_density_km': 49.21905640760893, 'intersection_density_km': 42.41642259517518, 'edge_density_km': 17273.787385455045, 'street_density_km': 8639.345542023279, 'circuity_avg': 1.0300204690006365, 'self_loop_proportion': 0.0072254335260115606, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0300204690006365\n", - "1762\n", - "10995626.056149246\n", - "{'n': 209, 'm': 553, 'k_avg': 5.291866028708134, 'intersection_count': 175, 'streets_per_node_avg': 2.7464114832535884, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 160, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16267942583732056, 2: 0.0, 3: 0.7655502392344498, 4: 0.07177033492822966}, 'edge_length_total': 84531.74799999998, 'edge_length_avg': 152.8603037974683, 'street_length_total': 42365.013000000006, 'street_length_avg': 151.30361785714288, 'street_segments_count': 280, 'node_density_km': 19.007557999220776, 'intersection_density_km': 15.91541937733797, 'edge_density_km': 7687.7612578254275, 'street_density_km': 3852.8968504078575, 'circuity_avg': 1.0564566335414, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0564566335414\n", - "1763\n", - "4997999.876803592\n", - "{'n': 15, 'm': 42, 'k_avg': 5.6, 'intersection_count': 15, 'streets_per_node_avg': 3.2, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 12, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.8, 4: 0.2}, 'edge_length_total': 12812.716000000004, 'edge_length_avg': 305.06466666666677, 'street_length_total': 6406.358, 'street_length_avg': 305.06466666666665, 'street_segments_count': 21, 'node_density_km': 3.0012005541690936, 'intersection_density_km': 3.0012005541690936, 'edge_density_km': 2563.568690640748, 'street_density_km': 1281.7843453203736, 'circuity_avg': 1.0069684106450667, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0069684106450667\n", - "1764\n", - "11005863.908315573\n", - "{'n': 347, 'm': 979, 'k_avg': 5.642651296829971, 'intersection_count': 303, 'streets_per_node_avg': 3.0576368876080693, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 197, 4: 104, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12680115273775217, 2: 0.0, 3: 0.5677233429394812, 4: 0.29971181556195964, 5: 0.005763688760806916}, 'edge_length_total': 151424.46000000014, 'edge_length_avg': 154.67258426966305, 'street_length_total': 77073.96400000004, 'street_length_avg': 152.01965285996062, 'street_segments_count': 507, 'node_density_km': 31.528647173060282, 'intersection_density_km': 27.530778367254367, 'edge_density_km': 13758.525569772864, 'street_density_km': 7002.9908276229135, 'circuity_avg': 1.0238465306390931, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0238465306390931\n", - "1765\n", - "11996427.599726314\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 826, 'm': 2293, 'k_avg': 5.552058111380146, 'intersection_count': 713, 'streets_per_node_avg': 2.930992736077482, 'streets_per_node_counts': {0: 0, 1: 113, 2: 2, 3: 543, 4: 165, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1368038740920097, 2: 0.002421307506053269, 3: 0.6573849878934624, 4: 0.19975786924939468, 5: 0.0036319612590799033}, 'edge_length_total': 237167.2749999997, 'edge_length_avg': 103.43099651112067, 'street_length_total': 120258.79899999988, 'street_length_avg': 101.48421856540074, 'street_segments_count': 1185, 'node_density_km': 68.85383112042825, 'intersection_density_km': 59.434360277076685, 'edge_density_km': 19769.825060704774, 'street_density_km': 10024.550892362611, 'circuity_avg': 1.0361964371819044, 'self_loop_proportion': 0.00436109899694723, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0361964371819044\n", - "1766\n", - "11001128.043267615\n", - "{'n': 885, 'm': 2321, 'k_avg': 5.245197740112994, 'intersection_count': 743, 'streets_per_node_avg': 2.8101694915254236, 'streets_per_node_counts': {0: 0, 1: 142, 2: 3, 3: 626, 4: 112, 5: 1, 6: 0, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16045197740112993, 2: 0.003389830508474576, 3: 0.7073446327683616, 4: 0.12655367231638417, 5: 0.0011299435028248588, 6: 0.0, 7: 0.0, 8: 0.0011299435028248588}, 'edge_length_total': 193628.57100000023, 'edge_length_avg': 83.42463205514875, 'street_length_total': 99343.19800000015, 'street_length_avg': 81.49565053322408, 'street_segments_count': 1219, 'node_density_km': 80.44629573615366, 'intersection_density_km': 67.53852851069172, 'edge_density_km': 17600.79241314672, 'street_density_km': 9030.273769133652, 'circuity_avg': 1.0748877045201848, 'self_loop_proportion': 0.007324429125376993, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0748877045201848\n", - "1767\n", - "9003806.25946535\n", - "{'n': 225, 'm': 620, 'k_avg': 5.511111111111111, 'intersection_count': 202, 'streets_per_node_avg': 2.9644444444444447, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 164, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10222222222222223, 2: 0.0, 3: 0.7288888888888889, 4: 0.1688888888888889}, 'edge_length_total': 109919.30999999995, 'edge_length_avg': 177.28920967741928, 'street_length_total': 54959.654999999984, 'street_length_avg': 177.2892096774193, 'street_segments_count': 310, 'node_density_km': 24.989431526635336, 'intersection_density_km': 22.434956303912614, 'edge_density_km': 12208.093647555563, 'street_density_km': 6104.046823777782, 'circuity_avg': 1.0244650941205686, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0244650941205686\n", - "1768\n", - "2998727.841744406\n", - "{'n': 41, 'm': 106, 'k_avg': 5.170731707317073, 'intersection_count': 35, 'streets_per_node_avg': 2.902439024390244, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 27, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14634146341463414, 2: 0.0, 3: 0.6585365853658537, 4: 0.1951219512195122}, 'edge_length_total': 18362.961999999992, 'edge_length_avg': 173.23549056603767, 'street_length_total': 9181.481, 'street_length_avg': 173.23549056603773, 'street_segments_count': 53, 'node_density_km': 13.67246451286812, 'intersection_density_km': 11.671616047570346, 'edge_density_km': 6123.584056003553, 'street_density_km': 3061.792028001778, 'circuity_avg': 1.0226576579816844, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0226576579816844\n", - "1769\n", - "15996488.703162126\n", - "{'n': 1117, 'm': 3148, 'k_avg': 5.636526410026858, 'intersection_count': 967, 'streets_per_node_avg': 2.9579230080572962, 'streets_per_node_counts': {0: 0, 1: 150, 2: 4, 3: 706, 4: 257}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13428827215756492, 2: 0.0035810205908683975, 3: 0.6320501342882722, 4: 0.23008057296329454}, 'edge_length_total': 319547.68999999977, 'edge_length_avg': 101.50816073697578, 'street_length_total': 165033.53099999964, 'street_length_avg': 101.30971823204398, 'street_segments_count': 1629, 'node_density_km': 69.82782413863085, 'intersection_density_km': 60.45076628653181, 'edge_density_km': 19976.114504230718, 'street_density_km': 10316.85978482118, 'circuity_avg': 1.030015551686443, 'self_loop_proportion': 0.0019059720457433292, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030015551686443\n", - "1770\n", - "9000701.357293466\n", - "{'n': 299, 'm': 828, 'k_avg': 5.538461538461538, 'intersection_count': 264, 'streets_per_node_avg': 2.8662207357859533, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 234, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11705685618729098, 2: 0.0, 3: 0.782608695652174, 4: 0.10033444816053512}, 'edge_length_total': 120832.25199999995, 'edge_length_avg': 145.9326714975845, 'street_length_total': 60416.125999999975, 'street_length_avg': 145.9326714975845, 'street_segments_count': 414, 'node_density_km': 33.219633463087156, 'intersection_density_km': 29.331047606204045, 'edge_density_km': 13424.759605215313, 'street_density_km': 6712.3798026076565, 'circuity_avg': 1.0330932114357652, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0330932114357652\n", - "1771\n", - "7998106.666178741\n", - "{'n': 58, 'm': 144, 'k_avg': 4.9655172413793105, 'intersection_count': 42, 'streets_per_node_avg': 2.5172413793103448, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 38, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27586206896551724, 2: 0.0, 3: 0.6551724137931034, 4: 0.06896551724137931}, 'edge_length_total': 32144.80199999998, 'edge_length_avg': 223.22779166666655, 'street_length_total': 16072.400999999998, 'street_length_avg': 223.22779166666663, 'street_segments_count': 72, 'node_density_km': 7.25171623995241, 'intersection_density_km': 5.251242794448297, 'edge_density_km': 4019.051425749217, 'street_density_km': 2009.5257128746093, 'circuity_avg': 1.0372460380748818, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0372460380748818\n", - "1772\n", - "2998705.491030699\n", - "{'n': 66, 'm': 190, 'k_avg': 5.757575757575758, 'intersection_count': 62, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 54, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06060606060606061, 2: 0.0, 3: 0.8181818181818182, 4: 0.12121212121212122}, 'edge_length_total': 28370.70199999999, 'edge_length_avg': 149.31948421052627, 'street_length_total': 14185.350999999993, 'street_length_avg': 149.31948421052624, 'street_segments_count': 95, 'node_density_km': 22.00949716382946, 'intersection_density_km': 20.675588244809493, 'edge_density_km': 9460.983109164403, 'street_density_km': 4730.491554582201, 'circuity_avg': 1.0857177129074822, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0857177129074822\n", - "1773\n", - "9002319.95351061\n", - "{'n': 153, 'm': 381, 'k_avg': 4.980392156862745, 'intersection_count': 119, 'streets_per_node_avg': 2.7450980392156863, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 90, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.5882352941176471, 4: 0.1895424836601307}, 'edge_length_total': 90219.63500000004, 'edge_length_avg': 236.79694225721795, 'street_length_total': 45236.119999999966, 'street_length_avg': 234.38404145077703, 'street_segments_count': 193, 'node_density_km': 16.995618994894198, 'intersection_density_km': 13.2188147738066, 'edge_density_km': 10021.820538028904, 'street_density_km': 5024.940263577208, 'circuity_avg': 1.0328648079814249, 'self_loop_proportion': 0.005249343832020997, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0328648079814249\n", - "1774\n", - "6997264.659030143\n", - "{'n': 32, 'm': 96, 'k_avg': 6.0, 'intersection_count': 31, 'streets_per_node_avg': 3.125, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 25, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03125, 2: 0.0, 3: 0.78125, 4: 0.1875}, 'edge_length_total': 29237.680000000008, 'edge_length_avg': 304.5591666666667, 'street_length_total': 14618.840000000004, 'street_length_avg': 304.5591666666667, 'street_segments_count': 48, 'node_density_km': 4.573215614862189, 'intersection_density_km': 4.4303026268977455, 'edge_density_km': 4178.4442099482485, 'street_density_km': 2089.2221049741242, 'circuity_avg': 1.0901858898819605, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0901858898819605\n", - "1775\n", - "34986022.02901523\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2801, 'm': 7665, 'k_avg': 5.47304534094966, 'intersection_count': 2405, 'streets_per_node_avg': 2.937879328811139, 'streets_per_node_counts': {0: 0, 1: 396, 2: 9, 3: 1782, 4: 602, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14137807925740806, 2: 0.0032131381649410924, 3: 0.6362013566583363, 4: 0.21492324169939309, 5: 0.003927168868261335, 6: 0.0003570153516601214}, 'edge_length_total': 760416.8469999994, 'edge_length_avg': 99.20637273320278, 'street_length_total': 391236.67100000026, 'street_length_avg': 96.45874531558192, 'street_segments_count': 4056, 'node_density_km': 80.06054525653201, 'intersection_density_km': 68.74173914386273, 'edge_density_km': 21734.875898990656, 'street_density_km': 11182.656624280775, 'circuity_avg': 1.047791113557169, 'self_loop_proportion': 0.005088062622309198, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047791113557169\n", - "1776\n", - "9006714.134525158\n", - "{'n': 216, 'm': 640, 'k_avg': 5.925925925925926, 'intersection_count': 200, 'streets_per_node_avg': 3.1435185185185186, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 137, 4: 63}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07407407407407407, 2: 0.0, 3: 0.6342592592592593, 4: 0.2916666666666667}, 'edge_length_total': 113338.60800000005, 'edge_length_avg': 177.0915750000001, 'street_length_total': 56669.30399999996, 'street_length_avg': 177.09157499999986, 'street_segments_count': 320, 'node_density_km': 23.98210898822845, 'intersection_density_km': 22.205656470581896, 'edge_density_km': 12583.790970509732, 'street_density_km': 6291.895485254859, 'circuity_avg': 1.0127432011725357, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0127432011725357\n", - "1777\n", - "13996503.495484756\n", - "{'n': 677, 'm': 1787, 'k_avg': 5.27917282127031, 'intersection_count': 566, 'streets_per_node_avg': 2.7666174298375186, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 503, 4: 62, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16395864106351551, 2: 0.0, 3: 0.7429837518463811, 4: 0.0915805022156573, 5: 0.0014771048744460858}, 'edge_length_total': 197371.77600000004, 'edge_length_avg': 110.44867151650814, 'street_length_total': 99995.95499999997, 'street_length_avg': 108.45548264642079, 'street_segments_count': 922, 'node_density_km': 48.36922308620856, 'intersection_density_km': 40.43867099969578, 'edge_density_km': 14101.505855635429, 'street_density_km': 7144.352518631419, 'circuity_avg': 1.0486193007616396, 'self_loop_proportion': 0.002238388360380526, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0486193007616396\n", - "1778\n", - "22992202.22568879\n", - "{'n': 1408, 'm': 3952, 'k_avg': 5.613636363636363, 'intersection_count': 1223, 'streets_per_node_avg': 2.9438920454545454, 'streets_per_node_counts': {0: 0, 1: 185, 2: 1, 3: 935, 4: 282, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13139204545454544, 2: 0.0007102272727272727, 3: 0.6640625, 4: 0.2002840909090909, 5: 0.0035511363636363635}, 'edge_length_total': 422498.7759999992, 'edge_length_avg': 106.9075850202427, 'street_length_total': 213057.97799999986, 'street_length_avg': 104.23580136986294, 'street_segments_count': 2044, 'node_density_km': 61.23815309987427, 'intersection_density_km': 53.19194690422317, 'edge_density_km': 18375.74199516863, 'street_density_km': 9266.532014143208, 'circuity_avg': 1.050180522475479, 'self_loop_proportion': 0.004554655870445344, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050180522475479\n", - "1779\n", - "5999061.012245281\n", - "{'n': 392, 'm': 1051, 'k_avg': 5.362244897959184, 'intersection_count': 331, 'streets_per_node_avg': 2.8801020408163267, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 261, 4: 65, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1556122448979592, 2: 0.0, 3: 0.6658163265306123, 4: 0.16581632653061223, 5: 0.012755102040816327}, 'edge_length_total': 106155.13099999994, 'edge_length_avg': 101.00393054234057, 'street_length_total': 53993.63900000001, 'street_length_avg': 98.17025272727274, 'street_segments_count': 550, 'node_density_km': 65.34355946703155, 'intersection_density_km': 55.17530148874348, 'edge_density_km': 17695.291110278115, 'street_density_km': 9000.348369484527, 'circuity_avg': 1.0693027912442206, 'self_loop_proportion': 0.003805899143672693, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0693027912442206\n", - "1780\n", - "5998698.1398137715\n", - "{'n': 131, 'm': 322, 'k_avg': 4.916030534351145, 'intersection_count': 100, 'streets_per_node_avg': 2.572519083969466, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 94, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2366412213740458, 2: 0.0, 3: 0.7175572519083969, 4: 0.04580152671755725}, 'edge_length_total': 30688.246000000014, 'edge_length_avg': 95.30511180124228, 'street_length_total': 15344.122999999994, 'street_length_avg': 95.3051118012422, 'street_segments_count': 161, 'node_density_km': 21.838071686012004, 'intersection_density_km': 16.670283729780156, 'edge_density_km': 5115.817679892912, 'street_density_km': 2557.908839946454, 'circuity_avg': 1.110157460640935, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.110157460640935\n", - "1781\n", - "11997878.922977956\n", - "{'n': 417, 'm': 1186, 'k_avg': 5.6882494004796165, 'intersection_count': 369, 'streets_per_node_avg': 2.92326139088729, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 305, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11510791366906475, 2: 0.0, 3: 0.7314148681055156, 4: 0.15347721822541965}, 'edge_length_total': 174429.72800000026, 'edge_length_avg': 147.0739696458687, 'street_length_total': 87214.86400000005, 'street_length_avg': 147.07396964586854, 'street_segments_count': 593, 'node_density_km': 34.756143371423335, 'intersection_density_km': 30.7554362207559, 'edge_density_km': 14538.380418720346, 'street_density_km': 7269.190209360166, 'circuity_avg': 1.0455587180277377, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0455587180277377\n", - "1782\n", - "18007851.010493506\n", - "error with entry 1782\n", - "1783\n", - "31988797.263438515\n", - "error with entry 1783\n", - "1784\n", - "13008352.668870578\n", - "{'n': 230, 'm': 656, 'k_avg': 5.7043478260869565, 'intersection_count': 202, 'streets_per_node_avg': 2.9434782608695653, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 159, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12173913043478261, 2: 0.0, 3: 0.691304347826087, 4: 0.18695652173913044}, 'edge_length_total': 127569.72200000005, 'edge_length_avg': 194.46603963414643, 'street_length_total': 63784.860999999975, 'street_length_avg': 194.46603963414626, 'street_segments_count': 328, 'node_density_km': 17.680947453892273, 'intersection_density_km': 15.528484285592345, 'edge_density_km': 9806.754571259331, 'street_density_km': 4903.377285629662, 'circuity_avg': 1.0413915726992053, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0413915726992053\n", - "1785\n", - "7996755.579047618\n", - "{'n': 100, 'm': 284, 'k_avg': 5.68, 'intersection_count': 85, 'streets_per_node_avg': 2.97, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 59, 4: 25, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15, 2: 0.0, 3: 0.59, 4: 0.25, 5: 0.01}, 'edge_length_total': 69469.72000000002, 'edge_length_avg': 244.61169014084513, 'street_length_total': 35099.69599999998, 'street_length_avg': 242.0668689655171, 'street_segments_count': 145, 'node_density_km': 12.5050714644838, 'intersection_density_km': 10.62931074481123, 'edge_density_km': 8687.238132176797, 'street_density_km': 4389.24206861656, 'circuity_avg': 1.0503731301052774, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0503731301052774\n", - "1786\n", - "7004696.9054031195\n", - "{'n': 410, 'm': 1068, 'k_avg': 5.209756097560976, 'intersection_count': 339, 'streets_per_node_avg': 2.765853658536585, 'streets_per_node_counts': {0: 0, 1: 71, 2: 4, 3: 285, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17317073170731706, 2: 0.00975609756097561, 3: 0.6951219512195121, 4: 0.12195121951219512}, 'edge_length_total': 121105.57400000008, 'edge_length_avg': 113.39473220973791, 'street_length_total': 61727.73300000008, 'street_length_avg': 113.47009742647073, 'street_segments_count': 544, 'node_density_km': 58.53215428689624, 'intersection_density_km': 48.396098300628836, 'edge_density_km': 17289.195469197886, 'street_density_km': 8812.334613991075, 'circuity_avg': 1.0568069499984087, 'self_loop_proportion': 0.0018726591760299626, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0568069499984087\n", - "1787\n", - "10002853.868482659\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 240, 'm': 553, 'k_avg': 4.608333333333333, 'intersection_count': 160, 'streets_per_node_avg': 2.3666666666666667, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 152, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6333333333333333, 4: 0.03333333333333333}, 'edge_length_total': 57536.411000000044, 'edge_length_avg': 104.04414285714293, 'street_length_total': 28803.833999999984, 'street_length_avg': 103.98496028880861, 'street_segments_count': 277, 'node_density_km': 23.99315266977961, 'intersection_density_km': 15.995435113186407, 'edge_density_km': 5751.999554975783, 'street_density_km': 2879.5616109874513, 'circuity_avg': 1.0978997004292657, 'self_loop_proportion': 0.003616636528028933, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0978997004292657\n", - "1788\n", - "11000185.208013685\n", - "{'n': 589, 'm': 1597, 'k_avg': 5.422750424448218, 'intersection_count': 501, 'streets_per_node_avg': 2.869269949066214, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 402, 4: 99}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1494057724957555, 2: 0.0, 3: 0.6825127334465195, 4: 0.16808149405772496}, 'edge_length_total': 174610.03299999988, 'edge_length_avg': 109.33627614276762, 'street_length_total': 88959.08199999994, 'street_length_avg': 107.4385048309178, 'street_segments_count': 828, 'node_density_km': 53.5445530108812, 'intersection_density_km': 45.54468770535056, 'edge_density_km': 15873.372102207486, 'street_density_km': 8087.053110268802, 'circuity_avg': 1.02498936541066, 'self_loop_proportion': 0.001878522229179712, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.02498936541066\n", - "1789\n", - "24984355.1060364\n", - "{'n': 2152, 'm': 5695, 'k_avg': 5.2927509293680295, 'intersection_count': 1784, 'streets_per_node_avg': 2.823420074349442, 'streets_per_node_counts': {0: 0, 1: 368, 2: 3, 3: 1426, 4: 351, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17100371747211895, 2: 0.0013940520446096654, 3: 0.662639405204461, 4: 0.16310408921933087, 5: 0.0018587360594795538}, 'edge_length_total': 527216.0189999986, 'edge_length_avg': 92.57524477611915, 'street_length_total': 271997.9019999997, 'street_length_avg': 90.69619939979984, 'street_segments_count': 2999, 'node_density_km': 86.1339022306828, 'intersection_density_km': 71.404684748856, 'edge_density_km': 21101.846205853013, 'street_density_km': 10886.728948800566, 'circuity_avg': 1.0454200203094317, 'self_loop_proportion': 0.0014047410008779632, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454200203094317\n", - "1790\n", - "8000789.99584312\n", - "{'n': 710, 'm': 1957, 'k_avg': 5.512676056338028, 'intersection_count': 617, 'streets_per_node_avg': 2.919718309859155, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 489, 4: 127, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13098591549295774, 2: 0.0, 3: 0.6887323943661972, 4: 0.17887323943661973, 5: 0.0014084507042253522}, 'edge_length_total': 163181.3160000003, 'edge_length_avg': 83.38340112416981, 'street_length_total': 84226.79200000002, 'street_length_avg': 83.64130287984113, 'street_segments_count': 1007, 'node_density_km': 88.74123684897201, 'intersection_density_km': 77.11738469833202, 'edge_density_km': 20395.650440116864, 'street_density_km': 10527.309433663524, 'circuity_avg': 1.0568025798756338, 'self_loop_proportion': 0.002043944813490036, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0568025798756338\n", - "1791\n", - "5999457.528391201\n", - "{'n': 1041, 'm': 2792, 'k_avg': 5.364073006724303, 'intersection_count': 839, 'streets_per_node_avg': 2.8088376560999038, 'streets_per_node_counts': {0: 0, 1: 202, 2: 2, 3: 633, 4: 201, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19404418828049952, 2: 0.0019212295869356388, 3: 0.6080691642651297, 4: 0.1930835734870317, 5: 0.002881844380403458}, 'edge_length_total': 154142.6229999997, 'edge_length_avg': 55.20867585959875, 'street_length_total': 78187.45299999988, 'street_length_avg': 54.33457470465593, 'street_segments_count': 1439, 'node_density_km': 173.5156878890602, 'intersection_density_km': 139.845977078695, 'edge_density_km': 25692.7600988175, 'street_density_km': 13032.420453014929, 'circuity_avg': 1.0770741979249385, 'self_loop_proportion': 0.0035816618911174787, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0770741979249385\n", - "1792\n", - "10007717.263579616\n", - "{'n': 403, 'm': 1100, 'k_avg': 5.459057071960298, 'intersection_count': 340, 'streets_per_node_avg': 2.796526054590571, 'streets_per_node_counts': {0: 0, 1: 63, 2: 2, 3: 292, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15632754342431762, 2: 0.004962779156327543, 3: 0.7245657568238213, 4: 0.1141439205955335}, 'edge_length_total': 125671.072, 'edge_length_avg': 114.24642909090909, 'street_length_total': 62855.53400000004, 'street_length_avg': 114.0753793103449, 'street_segments_count': 551, 'node_density_km': 40.268923410397456, 'intersection_density_km': 33.97378153730803, 'edge_density_km': 12557.416310845023, 'street_density_km': 6280.706413314231, 'circuity_avg': 1.0597018454039595, 'self_loop_proportion': 0.0018181818181818182, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0597018454039595\n", - "1793\n", - "12998646.634017233\n", - "{'n': 638, 'm': 1791, 'k_avg': 5.614420062695925, 'intersection_count': 528, 'streets_per_node_avg': 2.865203761755486, 'streets_per_node_counts': {0: 0, 1: 110, 2: 0, 3: 400, 4: 124, 5: 3, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1724137931034483, 2: 0.0, 3: 0.6269592476489029, 4: 0.19435736677115986, 5: 0.004702194357366771, 6: 0.0, 7: 0.001567398119122257}, 'edge_length_total': 185232.84600000014, 'edge_length_avg': 103.42425795644898, 'street_length_total': 93660.10600000009, 'street_length_avg': 103.95128301886803, 'street_segments_count': 901, 'node_density_km': 49.082032765654624, 'intersection_density_km': 40.61961332330038, 'edge_density_km': 14250.163975936464, 'street_density_km': 7205.3736544305475, 'circuity_avg': 1.0641254016579658, 'self_loop_proportion': 0.003908431044109436, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641254016579658\n", - "1794\n", - "11002796.926916482\n", - "{'n': 1107, 'm': 3004, 'k_avg': 5.427280939476061, 'intersection_count': 947, 'streets_per_node_avg': 2.86449864498645, 'streets_per_node_counts': {0: 0, 1: 160, 2: 4, 3: 772, 4: 168, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14453477868112014, 2: 0.0036133694670280035, 3: 0.6973803071364046, 4: 0.15176151761517614, 5: 0.0027100271002710027}, 'edge_length_total': 237591.38400000005, 'edge_length_avg': 79.09167243675101, 'street_length_total': 121872.76000000005, 'street_length_avg': 78.02353393085791, 'street_segments_count': 1562, 'node_density_km': 100.61078172695451, 'intersection_density_km': 86.06902465711465, 'edge_density_km': 21593.726175093983, 'street_density_km': 11076.525433443107, 'circuity_avg': 1.04521077950115, 'self_loop_proportion': 0.005659121171770972, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04521077950115\n", - "1795\n", - "13993913.880000146\n", - "{'n': 733, 'm': 2033, 'k_avg': 5.547066848567531, 'intersection_count': 657, 'streets_per_node_avg': 3.0068212824010914, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 505, 4: 147, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10368349249658936, 2: 0.0, 3: 0.6889495225102319, 4: 0.20054570259208732, 5: 0.0068212824010914054}, 'edge_length_total': 255242.61699999974, 'edge_length_avg': 125.54973782587297, 'street_length_total': 130774.28700000013, 'street_length_avg': 123.13962994350294, 'street_segments_count': 1062, 'node_density_km': 52.37991360284063, 'intersection_density_km': 46.948981223828504, 'edge_density_km': 18239.5446469617, 'street_density_km': 9345.083021191122, 'circuity_avg': 1.0450816400098568, 'self_loop_proportion': 0.001967535661583866, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0450816400098568\n", - "1796\n", - "147938605.59840545\n", - "{'n': 5936, 'm': 16509, 'k_avg': 5.5623315363881405, 'intersection_count': 5032, 'streets_per_node_avg': 2.9120619946091644, 'streets_per_node_counts': {0: 0, 1: 904, 2: 5, 3: 3753, 4: 1257, 5: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1522911051212938, 2: 0.0008423180592991914, 3: 0.632243935309973, 4: 0.21175876010781672, 5: 0.0028638814016172507}, 'edge_length_total': 2101876.603999987, 'edge_length_avg': 127.31701520382741, 'street_length_total': 1087387.830999999, 'street_length_avg': 126.51400011634661, 'street_segments_count': 8595, 'node_density_km': 40.12475294051292, 'intersection_density_km': 34.014109972483325, 'edge_density_km': 14207.762710064653, 'street_density_km': 7350.264162633959, 'circuity_avg': 1.051760594118082, 'self_loop_proportion': 0.000969168332424738, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051760594118082\n", - "1797\n", - "10003947.033355217\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 548, 'm': 1489, 'k_avg': 5.434306569343065, 'intersection_count': 457, 'streets_per_node_avg': 2.791970802919708, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 389, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16605839416058393, 2: 0.0, 3: 0.7098540145985401, 4: 0.12408759124087591}, 'edge_length_total': 150876.62899999996, 'edge_length_avg': 101.32748757555403, 'street_length_total': 75842.62599999992, 'street_length_avg': 101.52961981258356, 'street_segments_count': 747, 'node_density_km': 54.77837879117665, 'intersection_density_km': 45.681969174393664, 'edge_density_km': 15081.71009871866, 'street_density_km': 7581.270247345872, 'circuity_avg': 1.070446186687022, 'self_loop_proportion': 0.013431833445265278, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.070446186687022\n", - "1798\n", - "13994003.74925522\n", - "{'n': 196, 'm': 536, 'k_avg': 5.469387755102041, 'intersection_count': 164, 'streets_per_node_avg': 2.989795918367347, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 102, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16326530612244897, 2: 0.0, 3: 0.5204081632653061, 4: 0.3163265306122449}, 'edge_length_total': 127696.858, 'edge_length_avg': 238.2404067164179, 'street_length_total': 63848.42899999996, 'street_length_avg': 238.24040671641777, 'street_segments_count': 268, 'node_density_km': 14.005998820061157, 'intersection_density_km': 11.719305135153213, 'edge_density_km': 9125.112461599576, 'street_density_km': 4562.556230799785, 'circuity_avg': 1.0094943526269382, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0094943526269382\n", - "1799\n", - "11999757.59130568\n", - "{'n': 365, 'm': 936, 'k_avg': 5.1287671232876715, 'intersection_count': 283, 'streets_per_node_avg': 2.621917808219178, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 257, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22465753424657534, 2: 0.0, 3: 0.7041095890410959, 4: 0.07123287671232877}, 'edge_length_total': 129894.44799999996, 'edge_length_avg': 138.77611965811963, 'street_length_total': 64947.223999999915, 'street_length_avg': 138.77611965811948, 'street_segments_count': 468, 'node_density_km': 30.417281117783375, 'intersection_density_km': 23.58380974337725, 'edge_density_km': 10824.756001247379, 'street_density_km': 5412.378000623684, 'circuity_avg': 1.0607960313309364, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0607960313309364\n", - "1800\n", - "39030621.15700041\n", - "{'n': 3223, 'm': 7491, 'k_avg': 4.648464163822526, 'intersection_count': 2321, 'streets_per_node_avg': 2.489605957182749, 'streets_per_node_counts': {0: 0, 1: 902, 2: 3, 3: 2158, 4: 158, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27986348122866894, 2: 0.000930809804529941, 3: 0.669562519391871, 4: 0.04902264970524356, 5: 0.0006205398696866273}, 'edge_length_total': 627879.2250000022, 'edge_length_avg': 83.81781137364867, 'street_length_total': 322289.47800000035, 'street_length_avg': 81.5922729113925, 'street_segments_count': 3950, 'node_density_km': 82.57619029519167, 'intersection_density_km': 59.4661302125783, 'edge_density_km': 16086.836601302404, 'street_density_km': 8257.349446312757, 'circuity_avg': 1.0698457970876178, 'self_loop_proportion': 0.001868909357896142, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0698457970876178\n", - "1801\n", - "5001934.260085902\n", - "{'n': 331, 'm': 782, 'k_avg': 4.7250755287009065, 'intersection_count': 261, 'streets_per_node_avg': 2.6555891238670695, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 235, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21148036253776434, 2: 0.0, 3: 0.7099697885196374, 4: 0.07854984894259819}, 'edge_length_total': 70408.63300000005, 'edge_length_avg': 90.03661508951413, 'street_length_total': 37112.419000000016, 'street_length_avg': 87.32333882352945, 'street_segments_count': 425, 'node_density_km': 66.17440029975833, 'intersection_density_km': 52.179814133646296, 'edge_density_km': 14076.281162237998, 'street_density_km': 7419.613507547909, 'circuity_avg': 1.071278466913402, 'self_loop_proportion': 0.0025575447570332483, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071278466913402\n", - "1802\n", - "11001150.732648019\n", - "{'n': 206, 'm': 574, 'k_avg': 5.572815533980583, 'intersection_count': 186, 'streets_per_node_avg': 2.8883495145631066, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 169, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0970873786407767, 2: 0.0, 3: 0.8203883495145631, 4: 0.0825242718446602}, 'edge_length_total': 98007.19400000016, 'edge_length_avg': 170.74424041811875, 'street_length_total': 49003.59700000001, 'street_length_avg': 170.7442404181185, 'street_segments_count': 287, 'node_density_km': 18.72531383363884, 'intersection_density_km': 16.90732219930497, 'edge_density_km': 8908.812939826837, 'street_density_km': 4454.4064699134115, 'circuity_avg': 1.0735884270449327, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0735884270449327\n", - "1803\n", - "7000581.704122215\n", - "{'n': 320, 'm': 691, 'k_avg': 4.31875, 'intersection_count': 221, 'streets_per_node_avg': 2.4375, 'streets_per_node_counts': {0: 0, 1: 99, 2: 1, 3: 201, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.309375, 2: 0.003125, 3: 0.628125, 4: 0.059375}, 'edge_length_total': 78431.16500000005, 'edge_length_avg': 113.50385672937779, 'street_length_total': 40465.783, 'street_length_avg': 108.48735388739948, 'street_segments_count': 373, 'node_density_km': 45.710487145885544, 'intersection_density_km': 31.568805185127204, 'edge_density_km': 11203.521123654158, 'street_density_km': 5780.345792717793, 'circuity_avg': 1.059807196408311, 'self_loop_proportion': 0.002894356005788712, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059807196408311\n", - "1804\n", - "20989721.077855937\n", - "{'n': 1228, 'm': 3517, 'k_avg': 5.728013029315961, 'intersection_count': 1119, 'streets_per_node_avg': 3.067589576547231, 'streets_per_node_counts': {0: 0, 1: 109, 2: 4, 3: 818, 4: 290, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08876221498371335, 2: 0.003257328990228013, 3: 0.6661237785016286, 4: 0.23615635179153094, 5: 0.004885993485342019, 6: 0.0008143322475570033}, 'edge_length_total': 319181.1680000004, 'edge_length_avg': 90.75381518339506, 'street_length_total': 164675.65600000022, 'street_length_avg': 88.72610775862081, 'street_segments_count': 1856, 'node_density_km': 58.5048269791224, 'intersection_density_km': 53.311808949216584, 'edge_density_km': 15206.546424132102, 'street_density_km': 7845.538079766688, 'circuity_avg': 1.0355686780181363, 'self_loop_proportion': 0.002274665908444697, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0355686780181363\n", - "1805\n", - "66969910.777262956\n", - "{'n': 4046, 'm': 9959, 'k_avg': 4.922886801779535, 'intersection_count': 3188, 'streets_per_node_avg': 2.6450815620365793, 'streets_per_node_counts': {0: 0, 1: 858, 2: 6, 3: 2898, 4: 282, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2120612951062778, 2: 0.0014829461196243204, 3: 0.7162629757785467, 4: 0.06969846762234305, 5: 0.0004943153732081067}, 'edge_length_total': 981680.4640000034, 'edge_length_avg': 98.57219238879439, 'street_length_total': 505748.2709999988, 'street_length_avg': 95.67693359818365, 'street_segments_count': 5286, 'node_density_km': 60.41519173374296, 'intersection_density_km': 47.603467930591336, 'edge_density_km': 14658.530265405327, 'street_density_km': 7551.873149153218, 'circuity_avg': 1.077307621227817, 'self_loop_proportion': 0.005522642835626067, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077307621227817\n", - "1806\n", - "5999131.825212588\n", - "{'n': 258, 'm': 655, 'k_avg': 5.077519379844961, 'intersection_count': 216, 'streets_per_node_avg': 2.798449612403101, 'streets_per_node_counts': {0: 0, 1: 42, 2: 1, 3: 182, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16279069767441862, 2: 0.003875968992248062, 3: 0.7054263565891473, 4: 0.12790697674418605}, 'edge_length_total': 76338.57699999995, 'edge_length_avg': 116.54744580152664, 'street_length_total': 39809.346, 'street_length_avg': 112.77435127478753, 'street_segments_count': 353, 'node_density_km': 43.00622281972566, 'intersection_density_km': 36.00520980256101, 'edge_density_km': 12724.93741163869, 'street_density_km': 6635.851179781218, 'circuity_avg': 1.1248630116544258, 'self_loop_proportion': 0.0061068702290076335, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1248630116544258\n", - "1807\n", - "15996486.008919928\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 342, 'm': 863, 'k_avg': 5.046783625730995, 'intersection_count': 276, 'streets_per_node_avg': 2.698830409356725, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 247, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19298245614035087, 2: 0.0, 3: 0.7222222222222222, 4: 0.0847953216374269}, 'edge_length_total': 137154.637, 'edge_length_avg': 158.92773696407878, 'street_length_total': 68624.82799999998, 'street_length_avg': 158.4869006928406, 'street_segments_count': 433, 'node_density_km': 21.379695503705918, 'intersection_density_km': 17.253789353867933, 'edge_density_km': 8574.047882986306, 'street_density_km': 4289.993937526876, 'circuity_avg': 1.044532439337763, 'self_loop_proportion': 0.002317497103128621, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044532439337763\n", - "1808\n", - "13002114.27644809\n", - "{'n': 1401, 'm': 3949, 'k_avg': 5.637401855817274, 'intersection_count': 1210, 'streets_per_node_avg': 2.9436117059243396, 'streets_per_node_counts': {0: 0, 1: 191, 2: 2, 3: 905, 4: 301, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1363311920057102, 2: 0.0014275517487508922, 3: 0.6459671663097787, 4: 0.21484653818700927, 5: 0.0014275517487508922}, 'edge_length_total': 320800.60399999935, 'edge_length_avg': 81.23590883768026, 'street_length_total': 163344.52699999983, 'street_length_avg': 80.38608612204716, 'street_segments_count': 2032, 'node_density_km': 107.75170639268711, 'intersection_density_km': 93.06178781952278, 'edge_density_km': 24672.956811423708, 'street_density_km': 12562.920424094456, 'circuity_avg': 1.048843015334316, 'self_loop_proportion': 0.0035452013167890607, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048843015334316\n", - "1809\n", - "8996911.838629175\n", - "{'n': 292, 'm': 881, 'k_avg': 6.034246575342466, 'intersection_count': 264, 'streets_per_node_avg': 3.1027397260273974, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 178, 4: 86}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0958904109589041, 2: 0.0, 3: 0.6095890410958904, 4: 0.2945205479452055}, 'edge_length_total': 136379.23699999994, 'edge_length_avg': 154.8004960272417, 'street_length_total': 68239.78799999994, 'street_length_avg': 154.38866063348402, 'street_segments_count': 442, 'node_density_km': 32.45558089679924, 'intersection_density_km': 29.343401906695203, 'edge_density_km': 15158.449859922102, 'street_density_km': 7584.801232241192, 'circuity_avg': 1.0196348484343636, 'self_loop_proportion': 0.0022701475595913734, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0196348484343636\n", - "1810\n", - "17999772.950618133\n", - "{'n': 612, 'm': 1688, 'k_avg': 5.516339869281046, 'intersection_count': 518, 'streets_per_node_avg': 2.831699346405229, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 434, 4: 83, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15359477124183007, 2: 0.0, 3: 0.7091503267973857, 4: 0.13562091503267973, 5: 0.0016339869281045752}, 'edge_length_total': 230716.05000000008, 'edge_length_avg': 136.68012440758298, 'street_length_total': 115473.79299999998, 'street_length_avg': 135.53262089201874, 'street_segments_count': 852, 'node_density_km': 34.00042887646442, 'intersection_density_km': 28.778140781059754, 'edge_density_km': 12817.720014189235, 'street_density_km': 6415.2916437778995, 'circuity_avg': 1.0360158086874902, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0360158086874902\n", - "1811\n", - "9999920.63599992\n", - "{'n': 356, 'm': 968, 'k_avg': 5.438202247191011, 'intersection_count': 322, 'streets_per_node_avg': 2.949438202247191, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 273, 4: 48, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09550561797752809, 2: 0.0, 3: 0.7668539325842697, 4: 0.1348314606741573, 5: 0.0028089887640449437}, 'edge_length_total': 134557.5429999999, 'edge_length_avg': 139.00572623966931, 'street_length_total': 68654.64300000005, 'street_length_avg': 137.86072891566275, 'street_segments_count': 498, 'node_density_km': 35.60028253808262, 'intersection_density_km': 32.20025555410844, 'edge_density_km': 13455.86109109606, 'street_density_km': 6865.518787503365, 'circuity_avg': 1.0215422239928857, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0215422239928857\n", - "1812\n", - "5002935.24909781\n", - "{'n': 351, 'm': 1054, 'k_avg': 6.005698005698005, 'intersection_count': 306, 'streets_per_node_avg': 3.0883190883190883, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 188, 4: 115, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1282051282051282, 2: 0.0, 3: 0.5356125356125356, 4: 0.32763532763532766, 5: 0.008547008547008548}, 'edge_length_total': 103209.65599999999, 'edge_length_avg': 97.92187476280834, 'street_length_total': 51604.828000000045, 'street_length_avg': 97.92187476280843, 'street_segments_count': 527, 'node_density_km': 70.15881328132252, 'intersection_density_km': 61.16409362987091, 'edge_density_km': 20629.820467616886, 'street_density_km': 10314.910233808454, 'circuity_avg': 1.0406750019655495, 'self_loop_proportion': 0.0056925996204933585, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0406750019655495\n", - "1813\n", - "57024126.66375248\n", - "{'n': 8747, 'm': 20613, 'k_avg': 4.713158797301932, 'intersection_count': 6547, 'streets_per_node_avg': 2.590945467017263, 'streets_per_node_counts': {0: 0, 1: 2200, 2: 4, 3: 5751, 4: 761, 5: 28, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2515148050760261, 2: 0.00045729964559277465, 3: 0.6574825654510118, 4: 0.08700125757402538, 5: 0.0032010975191494226, 6: 0.000342974734194581}, 'edge_length_total': 1246899.9960000045, 'edge_length_avg': 60.49095211759591, 'street_length_total': 665587.7789999993, 'street_length_avg': 59.05836548358467, 'street_segments_count': 11270, 'node_density_km': 153.3912137151598, 'intersection_density_km': 114.81105249721634, 'edge_density_km': 21866.183121969658, 'street_density_km': 11672.038099324047, 'circuity_avg': 1.0699189057819356, 'self_loop_proportion': 0.0026197060107699026, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0699189057819356\n", - "1814\n", - "8998301.133139249\n", - "{'n': 517, 'm': 1465, 'k_avg': 5.667311411992263, 'intersection_count': 459, 'streets_per_node_avg': 2.97678916827853, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 355, 4: 104}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11218568665377177, 2: 0.0, 3: 0.6866537717601547, 4: 0.2011605415860735}, 'edge_length_total': 169560.36500000017, 'edge_length_avg': 115.74086348122879, 'street_length_total': 85609.97400000003, 'street_length_avg': 115.37732345013481, 'street_segments_count': 742, 'node_density_km': 57.455289876438435, 'intersection_density_km': 51.00962872975869, 'edge_density_km': 18843.59752926444, 'street_density_km': 9514.015227242475, 'circuity_avg': 1.0235501989061753, 'self_loop_proportion': 0.0027303754266211604, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0235501989061753\n", - "1815\n", - "11007225.425087387\n", - "{'n': 664, 'm': 1832, 'k_avg': 5.518072289156627, 'intersection_count': 564, 'streets_per_node_avg': 2.9021084337349397, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 430, 4: 133, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15060240963855423, 2: 0.0, 3: 0.6475903614457831, 4: 0.2003012048192771, 5: 0.0015060240963855422}, 'edge_length_total': 187957.51499999975, 'edge_length_avg': 102.596896834061, 'street_length_total': 96930.13599999998, 'street_length_avg': 103.5578376068376, 'street_segments_count': 936, 'node_density_km': 60.32401212449307, 'intersection_density_km': 51.23907053947906, 'edge_density_km': 17075.830442393937, 'street_density_km': 8806.04623387464, 'circuity_avg': 1.0309456483551827, 'self_loop_proportion': 0.001091703056768559, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0309456483551827\n", - "1816\n", - "6997538.670211315\n", - "{'n': 281, 'm': 840, 'k_avg': 5.9786476868327405, 'intersection_count': 269, 'streets_per_node_avg': 3.2170818505338077, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 185, 4: 83, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.042704626334519574, 2: 0.0, 3: 0.6583629893238434, 4: 0.29537366548042704, 5: 0.0035587188612099642}, 'edge_length_total': 112954.61299999982, 'edge_length_avg': 134.46977738095217, 'street_length_total': 56738.143000000004, 'street_length_avg': 130.73304838709677, 'street_segments_count': 434, 'node_density_km': 40.156977080558846, 'intersection_density_km': 38.442088379609714, 'edge_density_km': 16142.049129481804, 'street_density_km': 8108.3000286280085, 'circuity_avg': 1.0234521426833947, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0234521426833947\n", - "1817\n", - "9997665.542288957\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 508, 'm': 1482, 'k_avg': 5.834645669291339, 'intersection_count': 445, 'streets_per_node_avg': 3.0078740157480315, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 322, 4: 118, 5: 3, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12401574803149606, 2: 0.0, 3: 0.6338582677165354, 4: 0.23228346456692914, 5: 0.005905511811023622, 6: 0.003937007874015748}, 'edge_length_total': 182596.5169999998, 'edge_length_avg': 123.2095256410255, 'street_length_total': 91540.39400000001, 'street_length_avg': 122.21681441922566, 'street_segments_count': 749, 'node_density_km': 50.81186181426248, 'intersection_density_km': 44.51039076249371, 'edge_density_km': 18263.91533379846, 'street_density_km': 9156.176870769967, 'circuity_avg': 1.0576487288175729, 'self_loop_proportion': 0.001349527665317139, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0576487288175729\n", - "1818\n", - "18991773.118519183\n", - "{'n': 469, 'm': 1079, 'k_avg': 4.601279317697228, 'intersection_count': 367, 'streets_per_node_avg': 2.6076759061833688, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 347, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21748400852878466, 2: 0.0, 3: 0.7398720682302772, 4: 0.042643923240938165}, 'edge_length_total': 153589.3729999999, 'edge_length_avg': 142.3441825764596, 'street_length_total': 78213.05800000009, 'street_length_avg': 135.08300172711589, 'street_segments_count': 579, 'node_density_km': 24.694903265386554, 'intersection_density_km': 19.324156712999713, 'edge_density_km': 8087.1528972843735, 'street_density_km': 4118.259917697378, 'circuity_avg': 1.0913129318895403, 'self_loop_proportion': 0.0037071362372567192, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0913129318895403\n", - "1819\n", - "32002905.850471187\n", - "{'n': 2521, 'm': 6746, 'k_avg': 5.351844506148354, 'intersection_count': 2082, 'streets_per_node_avg': 2.8195160650535502, 'streets_per_node_counts': {0: 0, 1: 439, 2: 10, 3: 1645, 4: 421, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17413724712415707, 2: 0.003966679888932963, 3: 0.6525188417294724, 4: 0.16699722332407774, 5: 0.002380007933359778}, 'edge_length_total': 535913.103999998, 'edge_length_avg': 79.44161043581352, 'street_length_total': 276944.3329999995, 'street_length_avg': 78.8790467103388, 'street_segments_count': 3511, 'node_density_km': 78.7740966954375, 'intersection_density_km': 65.05659235220186, 'edge_density_km': 16745.763853569177, 'street_density_km': 8653.724580323445, 'circuity_avg': 1.0700726997924543, 'self_loop_proportion': 0.004743551734361103, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0700726997924543\n", - "1820\n", - "12009103.849872958\n", - "{'n': 442, 'm': 1063, 'k_avg': 4.8099547511312215, 'intersection_count': 347, 'streets_per_node_avg': 2.6063348416289593, 'streets_per_node_counts': {0: 0, 1: 95, 2: 1, 3: 329, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2149321266968326, 2: 0.0022624434389140274, 3: 0.744343891402715, 4: 0.038461538461538464}, 'edge_length_total': 142507.929, 'edge_length_avg': 134.06202163687678, 'street_length_total': 73290.80299999996, 'street_length_avg': 130.64314260249546, 'street_segments_count': 561, 'node_density_km': 36.805410755497455, 'intersection_density_km': 28.89474554786791, 'edge_density_km': 11866.658060543592, 'street_density_km': 6102.936898224532, 'circuity_avg': 1.0826664369910455, 'self_loop_proportion': 0.0018814675446848542, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0826664369910455\n", - "1821\n", - "27988787.387275815\n", - "{'n': 2394, 'm': 6551, 'k_avg': 5.472848788638262, 'intersection_count': 2027, 'streets_per_node_avg': 2.917293233082707, 'streets_per_node_counts': {0: 0, 1: 367, 2: 3, 3: 1488, 4: 533, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1532999164578112, 2: 0.0012531328320802004, 3: 0.6215538847117794, 4: 0.22263993316624894, 5: 0.0012531328320802004}, 'edge_length_total': 632869.8200000002, 'edge_length_avg': 96.60659746603575, 'street_length_total': 327210.10699999955, 'street_length_avg': 94.51476227614083, 'street_segments_count': 3462, 'node_density_km': 85.53425223017535, 'intersection_density_km': 72.42185850900812, 'edge_density_km': 22611.548376251332, 'street_density_km': 11690.756818880796, 'circuity_avg': 1.0422612297060927, 'self_loop_proportion': 0.003358265913600977, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0422612297060927\n", - "1822\n", - "6997356.911252214\n", - "{'n': 205, 'm': 525, 'k_avg': 5.121951219512195, 'intersection_count': 169, 'streets_per_node_avg': 2.819512195121951, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 134, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17560975609756097, 2: 0.0, 3: 0.6536585365853659, 4: 0.17073170731707318}, 'edge_length_total': 75975.24900000007, 'edge_length_avg': 144.71476000000013, 'street_length_total': 39076.266000000025, 'street_length_avg': 141.58067391304357, 'street_segments_count': 276, 'node_density_km': 29.29677628281993, 'intersection_density_km': 24.151976545349115, 'edge_density_km': 10857.706697485564, 'street_density_km': 5584.432307170554, 'circuity_avg': 1.0248461178961483, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0248461178961483\n", - "1823\n", - "24988708.679235358\n", - "{'n': 809, 'm': 1996, 'k_avg': 4.934487021013597, 'intersection_count': 633, 'streets_per_node_avg': 2.6365883807169346, 'streets_per_node_counts': {0: 0, 1: 176, 2: 0, 3: 575, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21755253399258342, 2: 0.0, 3: 0.7107540173053152, 4: 0.07169344870210136}, 'edge_length_total': 275309.7359999997, 'edge_length_avg': 137.93072945891768, 'street_length_total': 139365.3039999999, 'street_length_avg': 135.3061203883494, 'street_segments_count': 1030, 'node_density_km': 32.37462208970596, 'intersection_density_km': 25.33144101703816, 'edge_density_km': 11017.365464297534, 'street_density_km': 5577.131087042006, 'circuity_avg': 1.0729395341076051, 'self_loop_proportion': 0.004008016032064128, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0729395341076051\n", - "1824\n", - "21997086.762161728\n", - "{'n': 1518, 'm': 4211, 'k_avg': 5.5480895915678525, 'intersection_count': 1338, 'streets_per_node_avg': 2.9486166007905137, 'streets_per_node_counts': {0: 0, 1: 180, 2: 5, 3: 1050, 4: 279, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11857707509881422, 2: 0.0032938076416337285, 3: 0.691699604743083, 4: 0.18379446640316205, 5: 0.002635046113306983}, 'edge_length_total': 418684.49200000043, 'edge_length_avg': 99.42638138209462, 'street_length_total': 215831.9130000002, 'street_length_avg': 98.50840392514843, 'street_segments_count': 2191, 'node_density_km': 69.00913818329737, 'intersection_density_km': 60.82623642243207, 'edge_density_km': 19033.633704632208, 'street_density_km': 9811.840782992378, 'circuity_avg': 1.042395486165907, 'self_loop_proportion': 0.0021372595582996915, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042395486165907\n", - "1825\n", - "11002678.964816608\n", - "{'n': 447, 'm': 1282, 'k_avg': 5.736017897091722, 'intersection_count': 409, 'streets_per_node_avg': 3.0380313199105147, 'streets_per_node_counts': {0: 0, 1: 38, 2: 1, 3: 317, 4: 88, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08501118568232663, 2: 0.0022371364653243847, 3: 0.70917225950783, 4: 0.19686800894854586, 5: 0.006711409395973154}, 'edge_length_total': 161646.84499999968, 'edge_length_avg': 126.08958268330709, 'street_length_total': 84291.33200000001, 'street_length_avg': 126.75388270676693, 'street_segments_count': 665, 'node_density_km': 40.626469374356645, 'intersection_density_km': 37.172765042755856, 'edge_density_km': 14691.589704371057, 'street_density_km': 7660.982590652637, 'circuity_avg': 1.0555115450057386, 'self_loop_proportion': 0.0078003120124804995, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0555115450057386\n", - "1826\n", - "6997090.908086037\n", - "{'n': 195, 'm': 491, 'k_avg': 5.035897435897436, 'intersection_count': 159, 'streets_per_node_avg': 2.7846153846153845, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 129, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18461538461538463, 2: 0.0, 3: 0.6615384615384615, 4: 0.15384615384615385}, 'edge_length_total': 73053.469, 'edge_length_avg': 148.78506924643585, 'street_length_total': 36963.41199999999, 'street_length_avg': 143.2690387596899, 'street_segments_count': 258, 'node_density_km': 27.868724668798063, 'intersection_density_km': 22.72372934532765, 'edge_density_km': 10440.548788008075, 'street_density_km': 5282.68282998639, 'circuity_avg': 1.0501443924739795, 'self_loop_proportion': 0.012219959266802444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0501443924739795\n", - "1827\n", - "12009263.608009117\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 335, 'm': 846, 'k_avg': 5.050746268656717, 'intersection_count': 277, 'streets_per_node_avg': 2.719402985074627, 'streets_per_node_counts': {0: 0, 1: 58, 2: 1, 3: 253, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17313432835820897, 2: 0.0029850746268656717, 3: 0.755223880597015, 4: 0.06865671641791045}, 'edge_length_total': 102918.70700000011, 'edge_length_avg': 121.6533179669032, 'street_length_total': 52498.33699999995, 'street_length_avg': 119.31440227272715, 'street_segments_count': 440, 'node_density_km': 27.895132535569008, 'intersection_density_km': 23.065527499560048, 'edge_density_km': 8569.943200460886, 'street_density_km': 4371.486771677507, 'circuity_avg': 1.0530591417991217, 'self_loop_proportion': 0.002364066193853428, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0530591417991217\n", - "1828\n", - "35993047.88565079\n", - "{'n': 3596, 'm': 10131, 'k_avg': 5.634593993325917, 'intersection_count': 3118, 'streets_per_node_avg': 2.9872080088987762, 'streets_per_node_counts': {0: 0, 1: 478, 2: 2, 3: 2228, 4: 866, 5: 20, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13292547274749722, 2: 0.0005561735261401557, 3: 0.6195773081201335, 4: 0.24082313681868742, 5: 0.0055617352614015575, 6: 0.0005561735261401557}, 'edge_length_total': 701266.9629999974, 'edge_length_avg': 69.21991540815294, 'street_length_total': 359083.1839999998, 'street_length_avg': 67.64943180105497, 'street_segments_count': 5308, 'node_density_km': 99.90818258638228, 'intersection_density_km': 86.62784018474416, 'edge_density_km': 19483.400384093864, 'street_density_km': 9976.459485754029, 'circuity_avg': 1.0530527045447984, 'self_loop_proportion': 0.002566380416543283, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0530527045447984\n", - "1829\n", - "39025050.580030985\n", - "{'n': 3377, 'm': 8856, 'k_avg': 5.244891915901688, 'intersection_count': 2846, 'streets_per_node_avg': 2.8489783831803375, 'streets_per_node_counts': {0: 0, 1: 531, 2: 11, 3: 2299, 4: 510, 5: 25, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15724015398282498, 2: 0.003257328990228013, 3: 0.6807817589576547, 4: 0.15102161681966242, 5: 0.007403020432336393, 6: 0.0002961208172934557}, 'edge_length_total': 713865.1770000012, 'edge_length_avg': 80.60808231707331, 'street_length_total': 377415.6170000004, 'street_length_avg': 79.37236950578347, 'street_segments_count': 4755, 'node_density_km': 86.53416074566222, 'intersection_density_km': 72.92751598523976, 'edge_density_km': 18292.485631403233, 'street_density_km': 9671.111539650969, 'circuity_avg': 1.0673393332472711, 'self_loop_proportion': 0.006549232158988257, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673393332472711\n", - "1830\n", - "15010811.736054543\n", - "{'n': 1283, 'm': 3393, 'k_avg': 5.289166017147311, 'intersection_count': 1055, 'streets_per_node_avg': 2.8269680436477005, 'streets_per_node_counts': {0: 0, 1: 228, 2: 9, 3: 812, 4: 226, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17770849571317227, 2: 0.007014809041309431, 3: 0.6328916601714731, 4: 0.17614964925954793, 5: 0.005455962587685113, 6: 0.000779423226812159}, 'edge_length_total': 289651.2659999994, 'edge_length_avg': 85.36730503978762, 'street_length_total': 149020.0460000003, 'street_length_avg': 83.29795751816674, 'street_segments_count': 1789, 'node_density_km': 85.4717268166355, 'intersection_density_km': 70.282674818044, 'edge_density_km': 19296.176055841443, 'street_density_km': 9927.51415581799, 'circuity_avg': 1.0371015582454723, 'self_loop_proportion': 0.0011788977306218685, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0371015582454723\n", - "1831\n", - "4001590.7536628405\n", - "{'n': 73, 'm': 188, 'k_avg': 5.1506849315068495, 'intersection_count': 59, 'streets_per_node_avg': 2.7260273972602738, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 51, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1917808219178082, 2: 0.0, 3: 0.6986301369863014, 4: 0.1095890410958904}, 'edge_length_total': 34729.07799999997, 'edge_length_avg': 184.7291382978722, 'street_length_total': 17364.538999999997, 'street_length_avg': 184.7291382978723, 'street_segments_count': 94, 'node_density_km': 18.242745071614266, 'intersection_density_km': 14.744136427743037, 'edge_density_km': 8678.818034605574, 'street_density_km': 4339.40901730279, 'circuity_avg': 1.1505624470682776, 'self_loop_proportion': 0.02127659574468085, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1505624470682776\n", - "1832\n", - "7996708.33864377\n", - "{'n': 399, 'm': 1223, 'k_avg': 6.130325814536341, 'intersection_count': 353, 'streets_per_node_avg': 3.1854636591478696, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 192, 4: 156, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11528822055137844, 2: 0.0, 3: 0.48120300751879697, 4: 0.39097744360902253, 5: 0.012531328320802004}, 'edge_length_total': 136545.45799999998, 'edge_length_avg': 111.64796238757154, 'street_length_total': 68431.7809999999, 'street_length_avg': 110.9105040518637, 'street_segments_count': 617, 'node_density_km': 49.89552989845192, 'intersection_density_km': 44.1431630429913, 'edge_density_km': 17075.207975280227, 'street_density_km': 8557.49367140303, 'circuity_avg': 1.0187603824357607, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0187603824357607\n", - "1833\n", - "16995598.93749291\n", - "{'n': 2044, 'm': 4964, 'k_avg': 4.857142857142857, 'intersection_count': 1633, 'streets_per_node_avg': 2.73825831702544, 'streets_per_node_counts': {0: 0, 1: 411, 2: 2, 3: 1346, 4: 281, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20107632093933464, 2: 0.0009784735812133072, 3: 0.6585127201565558, 4: 0.13747553816046967, 5: 0.0019569471624266144}, 'edge_length_total': 317727.5690000005, 'edge_length_avg': 64.0063595890412, 'street_length_total': 169407.28799999994, 'street_length_avg': 61.04767135135133, 'street_segments_count': 2775, 'node_density_km': 120.26642941608027, 'intersection_density_km': 96.08369825658468, 'edge_density_km': 18694.696795832355, 'street_density_km': 9967.715090421514, 'circuity_avg': 1.06149484420671, 'self_loop_proportion': 0.0024174053182917004, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06149484420671\n", - "1834\n", - "16001374.659877827\n", - "{'n': 711, 'm': 1944, 'k_avg': 5.468354430379747, 'intersection_count': 593, 'streets_per_node_avg': 2.8129395218002813, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 490, 4: 103}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1659634317862166, 2: 0.0, 3: 0.6891701828410689, 4: 0.14486638537271448}, 'edge_length_total': 242304.55000000045, 'edge_length_avg': 124.64225823045291, 'street_length_total': 121152.27499999986, 'street_length_avg': 124.64225823045254, 'street_segments_count': 972, 'node_density_km': 44.433682424971636, 'intersection_density_km': 37.059316002824445, 'edge_density_km': 15142.733368249903, 'street_density_km': 7571.366684124929, 'circuity_avg': 1.0499497136196017, 'self_loop_proportion': 0.00102880658436214, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0499497136196017\n", - "1835\n", - "9995437.181293264\n", - "{'n': 194, 'm': 512, 'k_avg': 5.278350515463917, 'intersection_count': 162, 'streets_per_node_avg': 2.865979381443299, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 124, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16494845360824742, 2: 0.0, 3: 0.6391752577319587, 4: 0.1958762886597938}, 'edge_length_total': 116131.12200000006, 'edge_length_avg': 226.81859765625012, 'street_length_total': 60137.306999999935, 'street_length_avg': 229.53170610687, 'street_segments_count': 262, 'node_density_km': 19.40885590908183, 'intersection_density_km': 16.20739514057349, 'edge_density_km': 11618.41347143301, 'street_density_km': 6016.475908882561, 'circuity_avg': 1.0330626018844546, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0330626018844546\n", - "1836\n", - "8997490.555522276\n", - "{'n': 376, 'm': 1024, 'k_avg': 5.446808510638298, 'intersection_count': 315, 'streets_per_node_avg': 2.851063829787234, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 251, 4: 62, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1622340425531915, 2: 0.0, 3: 0.6675531914893617, 4: 0.16489361702127658, 5: 0.005319148936170213}, 'edge_length_total': 150317.11800000005, 'edge_length_avg': 146.79406054687504, 'street_length_total': 75158.55900000004, 'street_length_avg': 146.79406054687507, 'street_segments_count': 512, 'node_density_km': 41.78942980598376, 'intersection_density_km': 35.009761672566185, 'edge_density_km': 16706.560242815904, 'street_density_km': 8353.280121407954, 'circuity_avg': 1.0262592705060825, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0262592705060825\n", - "1837\n", - "7002142.6019609785\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 136, 'm': 311, 'k_avg': 4.573529411764706, 'intersection_count': 97, 'streets_per_node_avg': 2.5441176470588234, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 81, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2867647058823529, 2: 0.0, 3: 0.5955882352941176, 4: 0.11764705882352941}, 'edge_length_total': 48809.07900000002, 'edge_length_avg': 156.94237620578784, 'street_length_total': 25185.442000000006, 'street_length_avg': 154.5119141104295, 'street_segments_count': 163, 'node_density_km': 19.422626434644826, 'intersection_density_km': 13.85290267765109, 'edge_density_km': 6970.591970853442, 'street_density_km': 3596.819349686869, 'circuity_avg': 1.0854529791030514, 'self_loop_proportion': 0.006430868167202572, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0854529791030514\n", - "1838\n", - "10993629.82147952\n", - "{'n': 234, 'm': 591, 'k_avg': 5.051282051282051, 'intersection_count': 185, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 166, 4: 18, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2094017094017094, 2: 0.0, 3: 0.7094017094017094, 4: 0.07692307692307693, 5: 0.004273504273504274}, 'edge_length_total': 95244.44900000008, 'edge_length_avg': 161.15812013536393, 'street_length_total': 48174.5, 'street_length_avg': 161.11872909698997, 'street_segments_count': 299, 'node_density_km': 21.285053599204083, 'intersection_density_km': 16.82792699082374, 'edge_density_km': 8663.603427314792, 'street_density_km': 4382.037669294262, 'circuity_avg': 1.0809429122831042, 'self_loop_proportion': 0.001692047377326565, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0809429122831042\n", - "1839\n", - "11003262.319080858\n", - "{'n': 241, 'm': 621, 'k_avg': 5.153526970954357, 'intersection_count': 194, 'streets_per_node_avg': 2.759336099585062, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 159, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1950207468879668, 2: 0.0, 3: 0.6597510373443983, 4: 0.14107883817427386, 5: 0.004149377593360996}, 'edge_length_total': 91403.33699999994, 'edge_length_avg': 147.18733816425112, 'street_length_total': 46123.68300000001, 'street_length_avg': 147.36000958466457, 'street_segments_count': 313, 'node_density_km': 21.902595158717585, 'intersection_density_km': 17.631134692079716, 'edge_density_km': 8306.930649239961, 'street_density_km': 4191.818904473132, 'circuity_avg': 1.023856148252057, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023856148252057\n", - "1840\n", - "9997236.855967585\n", - "{'n': 172, 'm': 437, 'k_avg': 5.0813953488372094, 'intersection_count': 146, 'streets_per_node_avg': 2.7906976744186047, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 130, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1511627906976744, 2: 0.0, 3: 0.7558139534883721, 4: 0.09302325581395349}, 'edge_length_total': 89531.34699999995, 'edge_length_avg': 204.8772242562928, 'street_length_total': 44946.06499999998, 'street_length_avg': 201.55186098654698, 'street_segments_count': 223, 'node_density_km': 17.204753921312683, 'intersection_density_km': 14.6040353053003, 'edge_density_km': 8955.609263829394, 'street_density_km': 4495.848767769328, 'circuity_avg': 1.0930076718233326, 'self_loop_proportion': 0.004576659038901602, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0930076718233326\n", - "1841\n", - "21005753.530452743\n", - "{'n': 2252, 'm': 5924, 'k_avg': 5.261101243339254, 'intersection_count': 1876, 'streets_per_node_avg': 2.8001776198934283, 'streets_per_node_counts': {0: 0, 1: 376, 2: 8, 3: 1564, 4: 299, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1669626998223801, 2: 0.003552397868561279, 3: 0.69449378330373, 4: 0.1327708703374778, 5: 0.0017761989342806395, 6: 0.0004440497335701599}, 'edge_length_total': 493175.5459999998, 'edge_length_avg': 83.25042977717754, 'street_length_total': 254100.3319999996, 'street_length_avg': 81.70428681672013, 'street_segments_count': 3110, 'node_density_km': 107.20872244526721, 'intersection_density_km': 89.3088647012972, 'edge_density_km': 23478.117330331745, 'street_density_km': 12096.701583764745, 'circuity_avg': 1.077320161046005, 'self_loop_proportion': 0.0028696826468602296, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077320161046005\n", - "1842\n", - "7995990.00122875\n", - "{'n': 493, 'm': 1570, 'k_avg': 6.369168356997972, 'intersection_count': 459, 'streets_per_node_avg': 3.281947261663286, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 253, 4: 205, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06896551724137931, 2: 0.0, 3: 0.513184584178499, 4: 0.4158215010141988, 5: 0.002028397565922921}, 'edge_length_total': 225328.88699999958, 'edge_length_avg': 143.52158407643284, 'street_length_total': 112870.66799999993, 'street_length_avg': 143.41889199491732, 'street_segments_count': 787, 'node_density_km': 61.65590501291777, 'intersection_density_km': 57.40377363271654, 'edge_density_km': 28180.236214073946, 'street_density_km': 14115.909097266882, 'circuity_avg': 1.0720851854215212, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0720851854215212\n", - "1843\n", - "7996573.501756889\n", - "{'n': 208, 'm': 612, 'k_avg': 5.884615384615385, 'intersection_count': 198, 'streets_per_node_avg': 3.2211538461538463, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 132, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04807692307692308, 2: 0.0, 3: 0.6346153846153846, 4: 0.3173076923076923}, 'edge_length_total': 108171.02400000006, 'edge_length_avg': 176.75003921568637, 'street_length_total': 54201.89900000001, 'street_length_avg': 172.61751273885355, 'street_segments_count': 314, 'node_density_km': 26.01114089107057, 'intersection_density_km': 24.76060527130756, 'edge_density_km': 13527.171853823931, 'street_density_km': 6778.140535829699, 'circuity_avg': 1.0172673075367566, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0172673075367566\n", - "1844\n", - "12004078.38644337\n", - "{'n': 805, 'm': 2200, 'k_avg': 5.46583850931677, 'intersection_count': 681, 'streets_per_node_avg': 2.8211180124223603, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 577, 4: 104}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15403726708074533, 2: 0.0, 3: 0.7167701863354037, 4: 0.12919254658385093}, 'edge_length_total': 287142.3620000005, 'edge_length_avg': 130.51925545454569, 'street_length_total': 143823.97900000017, 'street_length_avg': 130.393453309157, 'street_segments_count': 1103, 'node_density_km': 67.06054176629794, 'intersection_density_km': 56.730719183663226, 'edge_density_km': 23920.400446924814, 'street_density_km': 11981.259566117602, 'circuity_avg': 1.0334017696916475, 'self_loop_proportion': 0.0009090909090909091, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0334017696916475\n", - "1845\n", - "5997413.253678627\n", - "{'n': 112, 'm': 352, 'k_avg': 6.285714285714286, 'intersection_count': 102, 'streets_per_node_avg': 3.1964285714285716, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 61, 4: 40, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08928571428571429, 2: 0.0, 3: 0.5446428571428571, 4: 0.35714285714285715, 5: 0.008928571428571428}, 'edge_length_total': 71121.84199999999, 'edge_length_avg': 202.05068749999998, 'street_length_total': 35560.92100000002, 'street_length_avg': 202.0506875000001, 'street_segments_count': 176, 'node_density_km': 18.674717792925588, 'intersection_density_km': 17.007332275700087, 'edge_density_km': 11858.75293092002, 'street_density_km': 5929.376465460014, 'circuity_avg': 1.0462761894213117, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0462761894213117\n", - "1846\n", - "5998934.671633793\n", - "{'n': 127, 'm': 290, 'k_avg': 4.566929133858268, 'intersection_count': 86, 'streets_per_node_avg': 2.377952755905512, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 83, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3228346456692913, 2: 0.0, 3: 0.6535433070866141, 4: 0.023622047244094488}, 'edge_length_total': 41673.09800000003, 'edge_length_avg': 143.70033793103457, 'street_length_total': 20836.548999999985, 'street_length_avg': 143.70033793103437, 'street_segments_count': 145, 'node_density_km': 21.1704255758151, 'intersection_density_km': 14.335878736378728, 'edge_density_km': 6946.749761595666, 'street_density_km': 3473.374880797828, 'circuity_avg': 1.0701931730028929, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0701931730028929\n", - "1847\n", - "17009964.733320504\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 419, 'm': 1037, 'k_avg': 4.949880668257757, 'intersection_count': 339, 'streets_per_node_avg': 2.692124105011933, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 309, 4: 29, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1909307875894988, 2: 0.0, 3: 0.7374701670644391, 4: 0.06921241050119331, 5: 0.002386634844868735}, 'edge_length_total': 148694.07400000017, 'edge_length_avg': 143.38869238187095, 'street_length_total': 75461.51799999997, 'street_length_avg': 138.46150091743112, 'street_segments_count': 545, 'node_density_km': 24.63262014760258, 'intersection_density_km': 19.92949458242786, 'edge_density_km': 8741.586260242275, 'street_density_km': 4436.312431158649, 'circuity_avg': 1.0784415148090614, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0784415148090614\n", - "1848\n", - "36989982.36424034\n", - "error with entry 1848\n", - "1849\n", - "13998850.286603438\n", - "{'n': 1776, 'm': 4161, 'k_avg': 4.6858108108108105, 'intersection_count': 1292, 'streets_per_node_avg': 2.529279279279279, 'streets_per_node_counts': {0: 0, 1: 484, 2: 4, 3: 1158, 4: 124, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2725225225225225, 2: 0.0022522522522522522, 3: 0.652027027027027, 4: 0.06981981981981981, 5: 0.0033783783783783786}, 'edge_length_total': 295165.3210000007, 'edge_length_avg': 70.93615020427798, 'street_length_total': 153800.25200000033, 'street_length_avg': 69.31061378999564, 'street_segments_count': 2219, 'node_density_km': 126.86756152393382, 'intersection_density_km': 92.29329363115005, 'edge_density_km': 21084.968762218054, 'street_density_km': 10986.634534350544, 'circuity_avg': 1.082725425174366, 'self_loop_proportion': 0.002883922134102379, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.082725425174366\n", - "1850\n", - "8998914.687335353\n", - "{'n': 483, 'm': 1283, 'k_avg': 5.312629399585921, 'intersection_count': 405, 'streets_per_node_avg': 2.801242236024845, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 346, 4: 58, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16149068322981366, 2: 0.0, 3: 0.7163561076604554, 4: 0.12008281573498965, 5: 0.002070393374741201}, 'edge_length_total': 149138.66399999993, 'edge_length_avg': 116.24213873733432, 'street_length_total': 75224.592, 'street_length_avg': 115.9084622496148, 'street_segments_count': 649, 'node_density_km': 53.67313912640502, 'intersection_density_km': 45.00542721779303, 'edge_density_km': 16572.96120496515, 'street_density_km': 8359.29604998562, 'circuity_avg': 1.0266803583898065, 'self_loop_proportion': 0.003117692907248636, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0266803583898065\n", - "1851\n", - "9005263.759569693\n", - "{'n': 452, 'm': 1149, 'k_avg': 5.084070796460177, 'intersection_count': 384, 'streets_per_node_avg': 2.8008849557522124, 'streets_per_node_counts': {0: 0, 1: 68, 2: 2, 3: 338, 4: 40, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1504424778761062, 2: 0.004424778761061947, 3: 0.7477876106194691, 4: 0.08849557522123894, 5: 0.008849557522123894}, 'edge_length_total': 127865.56800000003, 'edge_length_avg': 111.28421932114885, 'street_length_total': 66505.36200000005, 'street_length_avg': 106.92180385852099, 'street_segments_count': 622, 'node_density_km': 50.19286631329034, 'intersection_density_km': 42.641727133414804, 'edge_density_km': 14198.980886497648, 'street_density_km': 7385.165362794208, 'circuity_avg': 1.057901234377356, 'self_loop_proportion': 0.0017406440382941688, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057901234377356\n", - "1852\n", - "16998015.186005246\n", - "{'n': 1082, 'm': 3049, 'k_avg': 5.635859519408503, 'intersection_count': 916, 'streets_per_node_avg': 2.8992606284658042, 'streets_per_node_counts': {0: 0, 1: 166, 2: 0, 3: 699, 4: 211, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1534195933456562, 2: 0.0, 3: 0.6460258780036968, 4: 0.19500924214417745, 5: 0.005545286506469501}, 'edge_length_total': 328460.13199999963, 'edge_length_avg': 107.72716693998021, 'street_length_total': 164520.56400000004, 'street_length_avg': 107.2493898305085, 'street_segments_count': 1534, 'node_density_km': 63.654490724942335, 'intersection_density_km': 53.88864464329684, 'edge_density_km': 19323.440319692527, 'street_density_km': 9678.81027282836, 'circuity_avg': 1.035322546333904, 'self_loop_proportion': 0.0006559527714004591, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035322546333904\n", - "1853\n", - "265077632.23763737\n", - "{'n': 29432, 'm': 76296, 'k_avg': 5.184561022016853, 'intersection_count': 22764, 'streets_per_node_avg': 2.7053886925795054, 'streets_per_node_counts': {0: 0, 1: 6668, 2: 30, 3: 18184, 4: 4413, 5: 129, 6: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2265561293829845, 2: 0.0010192987224789344, 3: 0.6178309323185648, 4: 0.14993884207665126, 5: 0.004382984506659418, 6: 0.0002718129926610492}, 'edge_length_total': 6017382.047999938, 'edge_length_avg': 78.868905945265, 'street_length_total': 3108787.7080000103, 'street_length_avg': 78.5126706738057, 'street_segments_count': 39596, 'node_density_km': 111.03162402482431, 'intersection_density_km': 85.87672904665332, 'edge_density_km': 22700.451928759732, 'street_density_km': 11727.838677889795, 'circuity_avg': 1.0673049857703316, 'self_loop_proportion': 0.0029359337317814826, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673049857703316\n", - "1854\n", - "10003645.091337988\n", - "{'n': 588, 'm': 1540, 'k_avg': 5.238095238095238, 'intersection_count': 487, 'streets_per_node_avg': 2.7755102040816326, 'streets_per_node_counts': {0: 0, 1: 101, 2: 4, 3: 409, 4: 74}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1717687074829932, 2: 0.006802721088435374, 3: 0.6955782312925171, 4: 0.12585034013605442}, 'edge_length_total': 159534.89800000007, 'edge_length_avg': 103.59408961038966, 'street_length_total': 82935.63500000013, 'street_length_avg': 103.92936716791996, 'street_segments_count': 798, 'node_density_km': 58.77857467266014, 'intersection_density_km': 48.682254873444705, 'edge_density_km': 15947.676726170446, 'street_density_km': 8290.541521891144, 'circuity_avg': 1.054877493114472, 'self_loop_proportion': 0.004545454545454545, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054877493114472\n", - "1855\n", - "5996939.082922689\n", - "{'n': 201, 'm': 565, 'k_avg': 5.621890547263682, 'intersection_count': 166, 'streets_per_node_avg': 2.9751243781094527, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 101, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17412935323383086, 2: 0.0, 3: 0.5024875621890548, 4: 0.32338308457711445}, 'edge_length_total': 87433.31300000008, 'edge_length_avg': 154.7492265486727, 'street_length_total': 43769.16399999998, 'street_length_avg': 153.57601403508767, 'street_segments_count': 285, 'node_density_km': 33.51709884337193, 'intersection_density_km': 27.6807880995012, 'edge_density_km': 14579.656686688952, 'street_density_km': 7298.584060098288, 'circuity_avg': 1.020446314757543, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.020446314757543\n", - "1856\n", - "12997110.402403064\n", - "{'n': 93, 'm': 214, 'k_avg': 4.602150537634409, 'intersection_count': 68, 'streets_per_node_avg': 2.5161290322580645, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 63, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26881720430107525, 2: 0.0, 3: 0.6774193548387096, 4: 0.053763440860215055}, 'edge_length_total': 46077.75399999997, 'edge_length_avg': 215.31660747663537, 'street_length_total': 23038.87700000001, 'street_length_avg': 215.31660747663562, 'street_segments_count': 107, 'node_density_km': 7.155436640963289, 'intersection_density_km': 5.23193216758606, 'edge_density_km': 3545.2306376870165, 'street_density_km': 1772.61531884351, 'circuity_avg': 1.0372361588966905, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0372361588966905\n", - "1857\n", - "6997021.139138846\n", - "{'n': 303, 'm': 766, 'k_avg': 5.0561056105610565, 'intersection_count': 236, 'streets_per_node_avg': 2.636963696369637, 'streets_per_node_counts': {0: 0, 1: 67, 2: 2, 3: 208, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22112211221122113, 2: 0.006600660066006601, 3: 0.6864686468646864, 4: 0.0858085808580858}, 'edge_length_total': 81934.90899999996, 'edge_length_avg': 106.96463315926887, 'street_length_total': 41125.66699999997, 'street_length_avg': 106.5431787564766, 'street_segments_count': 386, 'node_density_km': 43.304142430716105, 'intersection_density_km': 33.728638988940595, 'edge_density_km': 11709.970195986009, 'street_density_km': 5877.596506027062, 'circuity_avg': 1.0630059070358362, 'self_loop_proportion': 0.005221932114882507, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630059070358362\n", - "1858\n", - "7997785.57513295\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 335, 'm': 866, 'k_avg': 5.170149253731343, 'intersection_count': 272, 'streets_per_node_avg': 2.7791044776119405, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 222, 4: 48, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1880597014925373, 2: 0.0, 3: 0.6626865671641791, 4: 0.14328358208955225, 5: 0.005970149253731343}, 'edge_length_total': 114620.24600000003, 'edge_length_avg': 132.35594226327947, 'street_length_total': 57971.966999999975, 'street_length_avg': 128.82659333333328, 'street_segments_count': 450, 'node_density_km': 41.886594339512676, 'intersection_density_km': 34.00941391148492, 'edge_density_km': 14331.497753125826, 'street_density_km': 7248.502282963029, 'circuity_avg': 1.0331683491159556, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0331683491159556\n", - "1859\n", - "9000841.569501324\n", - "{'n': 279, 'm': 638, 'k_avg': 4.573476702508961, 'intersection_count': 197, 'streets_per_node_avg': 2.4301075268817205, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 192, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2939068100358423, 2: 0.0, 3: 0.6881720430107527, 4: 0.017921146953405017}, 'edge_length_total': 67900.80799999998, 'edge_length_avg': 106.42759874608147, 'street_length_total': 34363.32999999999, 'street_length_avg': 105.40898773006131, 'street_segments_count': 326, 'node_density_km': 30.997101531635728, 'intersection_density_km': 21.88684230011555, 'edge_density_km': 7543.828815971694, 'street_density_km': 3817.7907848570017, 'circuity_avg': 1.0504596029710602, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0504596029710602\n", - "1860\n", - "12993233.741704073\n", - "{'n': 235, 'm': 671, 'k_avg': 5.7106382978723405, 'intersection_count': 202, 'streets_per_node_avg': 2.9829787234042553, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 140, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14042553191489363, 2: 0.0, 3: 0.5957446808510638, 4: 0.26382978723404255}, 'edge_length_total': 147174.6139999998, 'edge_length_avg': 219.33623546944827, 'street_length_total': 73629.72799999999, 'street_length_avg': 219.1360952380952, 'street_segments_count': 336, 'node_density_km': 18.08633667889204, 'intersection_density_km': 15.546553230366772, 'edge_density_km': 11327.019656978613, 'street_density_km': 5666.774681630825, 'circuity_avg': 1.030973130445934, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030973130445934\n", - "1861\n", - "13005784.262665022\n", - "{'n': 519, 'm': 1363, 'k_avg': 5.252408477842004, 'intersection_count': 421, 'streets_per_node_avg': 2.74373795761079, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 358, 4: 63}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18882466281310212, 2: 0.0, 3: 0.6897880539499036, 4: 0.12138728323699421}, 'edge_length_total': 186005.0360000005, 'edge_length_avg': 136.46737784299376, 'street_length_total': 93125.13599999997, 'street_length_avg': 136.3471976573938, 'street_segments_count': 683, 'node_density_km': 39.90532131844323, 'intersection_density_km': 32.37021247603969, 'edge_density_km': 14301.71623974686, 'street_density_km': 7160.28607881257, 'circuity_avg': 1.0258489404542752, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0258489404542752\n", - "1862\n", - "7996374.02501722\n", - "{'n': 763, 'm': 1743, 'k_avg': 4.568807339449541, 'intersection_count': 523, 'streets_per_node_avg': 2.419397116644823, 'streets_per_node_counts': {0: 0, 1: 240, 2: 6, 3: 475, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3145478374836173, 2: 0.007863695937090432, 3: 0.6225425950196593, 4: 0.053735255570117955, 5: 0.001310615989515072}, 'edge_length_total': 147977.8170000002, 'edge_length_avg': 84.8983459552497, 'street_length_total': 74657.833, 'street_length_avg': 83.04542046718576, 'street_segments_count': 899, 'node_density_km': 95.4182480225288, 'intersection_density_km': 65.40464445056692, 'edge_density_km': 18505.6147370097, 'street_density_km': 9336.460846682223, 'circuity_avg': 1.0972202050670374, 'self_loop_proportion': 0.0011474469305794606, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0972202050670374\n", - "1863\n", - "30984514.362156313\n", - "{'n': 1431, 'm': 3867, 'k_avg': 5.40461215932914, 'intersection_count': 1243, 'streets_per_node_avg': 2.907058001397624, 'streets_per_node_counts': {0: 0, 1: 188, 2: 1, 3: 1014, 4: 212, 5: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13137665967854648, 2: 0.0006988120195667365, 3: 0.7085953878406709, 4: 0.14814814814814814, 5: 0.011180992313067784}, 'edge_length_total': 261993.17599999954, 'edge_length_avg': 67.75101525730528, 'street_length_total': 137359.77800000002, 'street_length_avg': 66.48585575992257, 'street_segments_count': 2066, 'node_density_km': 46.184361106133274, 'intersection_density_km': 40.11681401462171, 'edge_density_km': 8455.616665078063, 'street_density_km': 4433.175114332846, 'circuity_avg': 1.0607149065323709, 'self_loop_proportion': 0.001034393586759762, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0607149065323709\n", - "1864\n", - "7998977.25255871\n", - "{'n': 150, 'm': 456, 'k_avg': 6.08, 'intersection_count': 130, 'streets_per_node_avg': 3.0933333333333333, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 76, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13333333333333333, 2: 0.0, 3: 0.5066666666666667, 4: 0.36}, 'edge_length_total': 89035.98000000003, 'edge_length_avg': 195.25434210526322, 'street_length_total': 44517.99000000001, 'street_length_avg': 195.25434210526322, 'street_segments_count': 228, 'node_density_km': 18.75239737080363, 'intersection_density_km': 16.252077721363147, 'edge_density_km': 11130.9205150595, 'street_density_km': 5565.46025752975, 'circuity_avg': 1.048238673957166, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048238673957166\n", - "1865\n", - "7998031.948671915\n", - "{'n': 1045, 'm': 2791, 'k_avg': 5.3416267942583735, 'intersection_count': 853, 'streets_per_node_avg': 2.8047846889952153, 'streets_per_node_counts': {0: 0, 1: 192, 2: 3, 3: 667, 4: 183}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18373205741626794, 2: 0.0028708133971291866, 3: 0.6382775119617224, 4: 0.17511961722488037}, 'edge_length_total': 167256.59500000018, 'edge_length_avg': 59.92712110354718, 'street_length_total': 86353.66199999997, 'street_length_avg': 59.80170498614956, 'street_segments_count': 1444, 'node_density_km': 130.65714249535148, 'intersection_density_km': 106.65123688855006, 'edge_density_km': 20912.21891502614, 'street_density_km': 10796.863847779343, 'circuity_avg': 1.0819584288968989, 'self_loop_proportion': 0.005016123253314225, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0819584288968989\n", - "1866\n", - "24988756.10528677\n", - "{'n': 1568, 'm': 4337, 'k_avg': 5.531887755102041, 'intersection_count': 1388, 'streets_per_node_avg': 2.889668367346939, 'streets_per_node_counts': {0: 0, 1: 180, 2: 1, 3: 1202, 4: 182, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11479591836734694, 2: 0.0006377551020408163, 3: 0.7665816326530612, 4: 0.11607142857142858, 5: 0.001913265306122449}, 'edge_length_total': 341514.0920000007, 'edge_length_avg': 78.74431450311292, 'street_length_total': 174797.28199999998, 'street_length_avg': 77.82603829029385, 'street_segments_count': 2246, 'node_density_km': 62.74822137578367, 'intersection_density_km': 55.544981677033, 'edge_density_km': 13666.710362095533, 'street_density_km': 6995.0373385339835, 'circuity_avg': 1.0617706547718346, 'self_loop_proportion': 0.00276688955499193, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0617706547718346\n", - "1867\n", - "6999382.573295736\n", - "{'n': 273, 'm': 720, 'k_avg': 5.274725274725275, 'intersection_count': 231, 'streets_per_node_avg': 2.791208791208791, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 204, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0, 3: 0.7472527472527473, 4: 0.0989010989010989}, 'edge_length_total': 105306.29999999994, 'edge_length_avg': 146.25874999999994, 'street_length_total': 52653.15000000004, 'street_length_avg': 146.2587500000001, 'street_segments_count': 360, 'node_density_km': 39.00344025222427, 'intersection_density_km': 33.00291098265131, 'edge_density_km': 15045.084176676932, 'street_density_km': 7522.542088338476, 'circuity_avg': 1.0453397887107077, 'self_loop_proportion': 0.008333333333333333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0453397887107077\n", - "1868\n", - "17991698.99124024\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1275, 'm': 3682, 'k_avg': 5.775686274509804, 'intersection_count': 1155, 'streets_per_node_avg': 3.072941176470588, 'streets_per_node_counts': {0: 0, 1: 120, 2: 1, 3: 827, 4: 321, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09411764705882353, 2: 0.000784313725490196, 3: 0.6486274509803922, 4: 0.25176470588235295, 5: 0.00392156862745098, 6: 0.000784313725490196}, 'edge_length_total': 373901.07400000194, 'edge_length_avg': 101.54836338946278, 'street_length_total': 190328.06800000006, 'street_length_avg': 98.61557927461143, 'street_segments_count': 1930, 'node_density_km': 70.8660144114666, 'intersection_density_km': 64.19627187862268, 'edge_density_km': 20781.865802781944, 'street_density_km': 10578.66008611341, 'circuity_avg': 1.031740822430802, 'self_loop_proportion': 0.0010863661053775121, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.031740822430802\n", - "1869\n", - "17003106.403215747\n", - "{'n': 1082, 'm': 2762, 'k_avg': 5.105360443622921, 'intersection_count': 867, 'streets_per_node_avg': 2.686691312384473, 'streets_per_node_counts': {0: 0, 1: 215, 2: 5, 3: 766, 4: 96}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1987060998151571, 2: 0.0046210720887245845, 3: 0.7079482439926063, 4: 0.08872458410351201}, 'edge_length_total': 256224.337, 'edge_length_avg': 92.76768175235337, 'street_length_total': 131162.42700000017, 'street_length_avg': 91.59387360335208, 'street_segments_count': 1432, 'node_density_km': 63.635430746664305, 'intersection_density_km': 50.99068249293711, 'edge_density_km': 15069.266222526318, 'street_density_km': 7714.027301222664, 'circuity_avg': 1.0743872452742371, 'self_loop_proportion': 0.000724112961622013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0743872452742371\n", - "1870\n", - "10002673.534880197\n", - "{'n': 339, 'm': 873, 'k_avg': 5.150442477876106, 'intersection_count': 291, 'streets_per_node_avg': 2.8613569321533925, 'streets_per_node_counts': {0: 0, 1: 48, 2: 6, 3: 230, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1415929203539823, 2: 0.017699115044247787, 3: 0.6784660766961652, 4: 0.16224188790560473}, 'edge_length_total': 102376.0269999998, 'edge_length_avg': 117.2692176403205, 'street_length_total': 54617.359, 'street_length_avg': 115.7147436440678, 'street_segments_count': 472, 'node_density_km': 33.89093913920887, 'intersection_density_km': 29.092222092949207, 'edge_density_km': 10234.866372775803, 'street_density_km': 5460.276076145492, 'circuity_avg': 1.0539746330155937, 'self_loop_proportion': 0.018327605956471937, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0539746330155937\n", - "1871\n", - "6997421.253095105\n", - "{'n': 260, 'm': 661, 'k_avg': 5.084615384615384, 'intersection_count': 196, 'streets_per_node_avg': 2.6423076923076922, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 163, 4: 31, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24615384615384617, 2: 0.0, 3: 0.6269230769230769, 4: 0.11923076923076924, 5: 0.007692307692307693}, 'edge_length_total': 89563.89100000006, 'edge_length_avg': 135.4975658093798, 'street_length_total': 44833.34800000003, 'street_length_avg': 135.0402048192772, 'street_segments_count': 332, 'node_density_km': 37.15654533232462, 'intersection_density_km': 28.010318788983174, 'edge_density_km': 12799.55683108032, 'street_density_km': 6407.124336007255, 'circuity_avg': 1.1358451408234622, 'self_loop_proportion': 0.006051437216338881, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1358451408234622\n", - "1872\n", - "16007847.318151714\n", - "{'n': 965, 'm': 2578, 'k_avg': 5.34300518134715, 'intersection_count': 807, 'streets_per_node_avg': 2.784455958549223, 'streets_per_node_counts': {0: 0, 1: 158, 2: 3, 3: 695, 4: 107, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16373056994818652, 2: 0.0031088082901554403, 3: 0.7202072538860104, 4: 0.11088082901554404, 5: 0.002072538860103627}, 'edge_length_total': 251401.99399999977, 'edge_length_avg': 97.51822885958099, 'street_length_total': 127725.20700000011, 'street_length_avg': 97.35152972560984, 'street_segments_count': 1312, 'node_density_km': 60.28293378996446, 'intersection_density_km': 50.412774682384786, 'edge_density_km': 15704.922030017648, 'street_density_km': 7978.912121130064, 'circuity_avg': 1.0852973660187348, 'self_loop_proportion': 0.003878975950349108, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0852973660187348\n", - "1873\n", - "23001594.960510075\n", - "{'n': 2140, 'm': 5728, 'k_avg': 5.353271028037383, 'intersection_count': 1823, 'streets_per_node_avg': 2.8953271028037384, 'streets_per_node_counts': {0: 0, 1: 317, 2: 7, 3: 1410, 4: 396, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14813084112149533, 2: 0.0032710280373831778, 3: 0.6588785046728972, 4: 0.18504672897196262, 5: 0.004205607476635514, 6: 0.00046728971962616824}, 'edge_length_total': 487694.4169999987, 'edge_length_avg': 85.14218173882658, 'street_length_total': 252422.65900000036, 'street_length_avg': 82.92465801576884, 'street_segments_count': 3044, 'node_density_km': 93.03702650507607, 'intersection_density_km': 79.2553735134363, 'edge_density_km': 21202.634766732008, 'street_density_km': 10974.137203675145, 'circuity_avg': 1.0469310890162011, 'self_loop_proportion': 0.0024441340782122905, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0469310890162011\n", - "1874\n", - "6000861.145396732\n", - "{'n': 301, 'm': 850, 'k_avg': 5.647840531561462, 'intersection_count': 260, 'streets_per_node_avg': 2.9302325581395348, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 201, 4: 57, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1362126245847176, 2: 0.0, 3: 0.6677740863787376, 4: 0.1893687707641196, 5: 0.006644518272425249}, 'edge_length_total': 90681.70800000007, 'edge_length_avg': 106.68436235294126, 'street_length_total': 45340.854, 'street_length_avg': 106.68436235294118, 'street_segments_count': 425, 'node_density_km': 50.15946756756695, 'intersection_density_km': 43.327114842416634, 'edge_density_km': 15111.449140855746, 'street_density_km': 7555.724570427868, 'circuity_avg': 1.0256558064099466, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0256558064099466\n", - "1875\n", - "10994374.459284104\n", - "{'n': 213, 'm': 615, 'k_avg': 5.774647887323944, 'intersection_count': 179, 'streets_per_node_avg': 2.9577464788732395, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 120, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1596244131455399, 2: 0.0, 3: 0.5633802816901409, 4: 0.27699530516431925}, 'edge_length_total': 104941.69999999994, 'edge_length_avg': 170.6369105691056, 'street_length_total': 52523.33099999999, 'street_length_avg': 170.53029545454544, 'street_segments_count': 308, 'node_density_km': 19.37354424199496, 'intersection_density_km': 16.28105361181736, 'edge_density_km': 9545.035998967893, 'street_density_km': 4777.291440682841, 'circuity_avg': 1.0342269931332855, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0342269931332855\n", - "1876\n", - "86965258.19603403\n", - "{'n': 12676, 'm': 35383, 'k_avg': 5.5826759230041025, 'intersection_count': 10948, 'streets_per_node_avg': 2.9654465130956136, 'streets_per_node_counts': {0: 0, 1: 1728, 2: 25, 3: 7995, 4: 2823, 5: 95, 6: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13632060586935943, 2: 0.0019722309876932785, 3: 0.6307194698643105, 4: 0.222704323130325, 5: 0.007494477753234459, 6: 0.0007888923950773115}, 'edge_length_total': 2337359.269999992, 'edge_length_avg': 66.05882118531476, 'street_length_total': 1208145.2599999972, 'street_length_avg': 64.65856355365251, 'street_segments_count': 18685, 'node_density_km': 145.75935566621567, 'intersection_density_km': 125.8893519906697, 'edge_density_km': 26876.931299751897, 'street_density_km': 13892.274743514688, 'circuity_avg': 1.0479736388773258, 'self_loop_proportion': 0.002911002458807902, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0479736388773258\n", - "1877\n", - "13999229.01171769\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1623, 'm': 4115, 'k_avg': 5.070856438693777, 'intersection_count': 1222, 'streets_per_node_avg': 2.5939617991374, 'streets_per_node_counts': {0: 0, 1: 401, 2: 0, 3: 1084, 4: 135, 5: 2, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24707332101047444, 2: 0.0, 3: 0.6678989525569933, 4: 0.08317929759704251, 5: 0.0012322858903265558, 6: 0.0, 7: 0.0006161429451632779}, 'edge_length_total': 298425.1550000013, 'edge_length_avg': 72.52130133657383, 'street_length_total': 151452.06800000017, 'street_length_avg': 72.46510430622018, 'street_segments_count': 2090, 'node_density_km': 115.93495603518666, 'intersection_density_km': 87.29052142636975, 'edge_density_km': 21317.256453924165, 'street_density_km': 10818.600643880543, 'circuity_avg': 1.0581810529682734, 'self_loop_proportion': 0.003402187120291616, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0581810529682734\n", - "1878\n", - "14991818.442122757\n", - "{'n': 423, 'm': 1150, 'k_avg': 5.4373522458628845, 'intersection_count': 327, 'streets_per_node_avg': 2.773049645390071, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 231, 4: 96}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22695035460992907, 2: 0.0, 3: 0.5460992907801419, 4: 0.22695035460992907}, 'edge_length_total': 189494.5680000003, 'edge_length_avg': 164.77788521739157, 'street_length_total': 94747.28399999997, 'street_length_avg': 164.77788521739126, 'street_segments_count': 575, 'node_density_km': 28.215389722936475, 'intersection_density_km': 21.811897019858694, 'edge_density_km': 12639.865452717484, 'street_density_km': 6319.93272635873, 'circuity_avg': 1.0182642767321795, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0182642767321795\n", - "1879\n", - "8995252.470292052\n", - "{'n': 386, 'm': 1134, 'k_avg': 5.875647668393782, 'intersection_count': 364, 'streets_per_node_avg': 3.1191709844559585, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 276, 4: 86, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05699481865284974, 2: 0.0, 3: 0.7150259067357513, 4: 0.22279792746113988, 5: 0.0051813471502590676}, 'edge_length_total': 152905.14299999984, 'edge_length_avg': 134.83698677248663, 'street_length_total': 76771.90800000008, 'street_length_avg': 131.68423327615795, 'street_segments_count': 583, 'node_density_km': 42.91152485989841, 'intersection_density_km': 40.46579028239125, 'edge_density_km': 16998.427059717134, 'street_density_km': 8534.7140898545, 'circuity_avg': 1.0302043796851685, 'self_loop_proportion': 0.001763668430335097, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0302043796851685\n", - "1880\n", - "14009549.855953328\n", - "{'n': 795, 'm': 2010, 'k_avg': 5.056603773584905, 'intersection_count': 638, 'streets_per_node_avg': 2.6767295597484275, 'streets_per_node_counts': {0: 0, 1: 157, 2: 1, 3: 580, 4: 56, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19748427672955976, 2: 0.0012578616352201257, 3: 0.7295597484276729, 4: 0.07044025157232704, 5: 0.0012578616352201257}, 'edge_length_total': 170151.833, 'edge_length_avg': 84.65265323383085, 'street_length_total': 87185.68500000006, 'street_length_avg': 83.03398571428576, 'street_segments_count': 1050, 'node_density_km': 56.74700530525372, 'intersection_density_km': 45.5403640059772, 'edge_density_km': 12145.417572263706, 'street_density_km': 6223.303810361236, 'circuity_avg': 1.0740132378282499, 'self_loop_proportion': 0.0009950248756218905, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0740132378282499\n", - "1881\n", - "11994790.637141326\n", - "{'n': 542, 'm': 1239, 'k_avg': 4.571955719557195, 'intersection_count': 410, 'streets_per_node_avg': 2.5608856088560885, 'streets_per_node_counts': {0: 0, 1: 132, 2: 0, 3: 384, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24354243542435425, 2: 0.0, 3: 0.7084870848708487, 4: 0.04797047970479705}, 'edge_length_total': 159134.18900000007, 'edge_length_avg': 128.43760209846656, 'street_length_total': 82949.87499999994, 'street_length_avg': 123.62127421758561, 'street_segments_count': 671, 'node_density_km': 45.18628264521112, 'intersection_density_km': 34.18150532202318, 'edge_density_km': 13266.941776144742, 'street_density_km': 6915.491692130866, 'circuity_avg': 1.1026981969771796, 'self_loop_proportion': 0.00645682001614205, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1026981969771796\n", - "1882\n", - "62966747.751504555\n", - "{'n': 6817, 'm': 17309, 'k_avg': 5.0781868857268595, 'intersection_count': 5650, 'streets_per_node_avg': 2.8216224145518556, 'streets_per_node_counts': {0: 0, 1: 1167, 2: 24, 3: 4503, 4: 1106, 5: 15, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17118967287663195, 2: 0.003520610239108112, 3: 0.6605544961126595, 4: 0.1622414551855655, 5: 0.00220038139944257, 6: 0.00029338418659234265}, 'edge_length_total': 1362813.2600000023, 'edge_length_avg': 78.73437286960554, 'street_length_total': 733968.5530000015, 'street_length_avg': 76.79905336402652, 'street_segments_count': 9557, 'node_density_km': 108.26349213561076, 'intersection_density_km': 89.72990033243374, 'edge_density_km': 21643.380175490143, 'street_density_km': 11656.446921739955, 'circuity_avg': 1.0590949322004581, 'self_loop_proportion': 0.0028308972210988504, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0590949322004581\n", - "1883\n", - "23998853.575037323\n", - "{'n': 1297, 'm': 3490, 'k_avg': 5.381649961449499, 'intersection_count': 1103, 'streets_per_node_avg': 2.9344641480339244, 'streets_per_node_counts': {0: 0, 1: 194, 2: 3, 3: 796, 4: 302, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14957594448727835, 2: 0.002313030069390902, 3: 0.6137239784117193, 4: 0.2328450269853508, 5: 0.0015420200462606013}, 'edge_length_total': 361556.1739999997, 'edge_length_avg': 103.59775759312312, 'street_length_total': 185421.4220000002, 'street_length_avg': 99.04990491453002, 'street_segments_count': 1872, 'node_density_km': 54.04424823646948, 'intersection_density_km': 45.960528762394624, 'edge_density_km': 15065.560230596866, 'street_density_km': 7726.261649134289, 'circuity_avg': 1.0518903206899137, 'self_loop_proportion': 0.0040114613180515755, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0518903206899137\n", - "1884\n", - "22010493.3753303\n", - "{'n': 851, 'm': 2173, 'k_avg': 5.106933019976498, 'intersection_count': 708, 'streets_per_node_avg': 2.737955346650999, 'streets_per_node_counts': {0: 0, 1: 143, 2: 3, 3: 639, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16803760282021152, 2: 0.0035252643948296123, 3: 0.7508813160987075, 4: 0.07755581668625147}, 'edge_length_total': 261959.5509999994, 'edge_length_avg': 120.55202531063019, 'street_length_total': 136076.40799999976, 'street_length_avg': 118.2245073848825, 'street_segments_count': 1151, 'node_density_km': 38.66337684887218, 'intersection_density_km': 32.166475686253236, 'edge_density_km': 11901.575604552678, 'street_density_km': 6182.3424709105475, 'circuity_avg': 1.0855907570375056, 'self_loop_proportion': 0.0027611596870685687, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0855907570375056\n", - "1885\n", - "39024220.605341375\n", - "{'n': 4331, 'm': 12580, 'k_avg': 5.809281921034403, 'intersection_count': 3698, 'streets_per_node_avg': 2.9565920110828907, 'streets_per_node_counts': {0: 0, 1: 633, 2: 1, 3: 2643, 4: 1031, 5: 21, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.146155622258139, 2: 0.00023089355806972986, 3: 0.610251673978296, 4: 0.23805125836989147, 5: 0.004848764719464327, 6: 0.0004617871161394597}, 'edge_length_total': 936297.2049999953, 'edge_length_avg': 74.42744077901393, 'street_length_total': 472266.17099999974, 'street_length_avg': 74.3960571833648, 'street_segments_count': 6348, 'node_density_km': 110.98235743899012, 'intersection_density_km': 94.76166192781932, 'edge_density_km': 23992.720174194616, 'street_density_km': 12101.873238574279, 'circuity_avg': 1.0558803853813985, 'self_loop_proportion': 0.0025437201907790143, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0558803853813985\n", - "1886\n", - "11996742.420000555\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 425, 'm': 1145, 'k_avg': 5.3882352941176475, 'intersection_count': 358, 'streets_per_node_avg': 2.828235294117647, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 298, 4: 59, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15764705882352942, 2: 0.0, 3: 0.7011764705882353, 4: 0.1388235294117647, 5: 0.002352941176470588}, 'edge_length_total': 127175.25099999974, 'edge_length_avg': 111.07008820960677, 'street_length_total': 63757.05600000007, 'street_length_avg': 109.7367573149743, 'street_segments_count': 581, 'node_density_km': 35.42628366275954, 'intersection_density_km': 29.841434238277447, 'edge_density_km': 10600.815333667377, 'street_density_km': 5314.5307090787, 'circuity_avg': 1.101091035411419, 'self_loop_proportion': 0.005240174672489083, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.101091035411419\n", - "1887\n", - "6002203.87849632\n", - "{'n': 8, 'm': 14, 'k_avg': 3.5, 'intersection_count': 7, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 2, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.25, 3: 0.625}, 'edge_length_total': 5710.008, 'edge_length_avg': 407.8577142857143, 'street_length_total': 2961.332, 'street_length_avg': 370.1665, 'street_segments_count': 8, 'node_density_km': 1.3328437623821887, 'intersection_density_km': 1.166238292084415, 'edge_density_km': 951.3185682440495, 'street_density_km': 493.3741105678464, 'circuity_avg': 1.0130571589086341, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0130571589086341\n", - "1888\n", - "4997645.370513432\n", - "{'n': 171, 'm': 385, 'k_avg': 4.502923976608187, 'intersection_count': 126, 'streets_per_node_avg': 2.491228070175439, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 123, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2631578947368421, 2: 0.0, 3: 0.7192982456140351, 4: 0.017543859649122806}, 'edge_length_total': 47107.58900000004, 'edge_length_avg': 122.35737402597414, 'street_length_total': 23725.457, 'street_length_avg': 118.62728499999999, 'street_segments_count': 200, 'node_density_km': 34.216113253836646, 'intersection_density_km': 25.211872923879636, 'edge_density_km': 9425.956727129771, 'street_density_km': 4747.327039245798, 'circuity_avg': 1.0897773470052887, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0897773470052887\n", - "1889\n", - "8999372.247628901\n", - "{'n': 289, 'm': 664, 'k_avg': 4.595155709342561, 'intersection_count': 208, 'streets_per_node_avg': 2.4948096885813147, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 192, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28027681660899656, 2: 0.0, 3: 0.6643598615916955, 4: 0.05536332179930796}, 'edge_length_total': 79615.34400000006, 'edge_length_avg': 119.90262650602418, 'street_length_total': 40691.78000000002, 'street_length_avg': 117.2673775216139, 'street_segments_count': 347, 'node_density_km': 32.1133510258056, 'intersection_density_km': 23.11272322964555, 'edge_density_km': 8846.766397620302, 'street_density_km': 4521.624273373205, 'circuity_avg': 1.0516671801208064, 'self_loop_proportion': 0.006024096385542169, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0516671801208064\n", - "1890\n", - "7004200.973236462\n", - "{'n': 85, 'm': 204, 'k_avg': 4.8, 'intersection_count': 64, 'streets_per_node_avg': 2.5647058823529414, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 59, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24705882352941178, 2: 0.0, 3: 0.6941176470588235, 4: 0.058823529411764705}, 'edge_length_total': 26629.261999999984, 'edge_length_avg': 130.5355980392156, 'street_length_total': 13314.631000000005, 'street_length_avg': 130.53559803921573, 'street_segments_count': 102, 'node_density_km': 12.135574111135716, 'intersection_density_km': 9.13737344838454, 'edge_density_km': 3801.8986179511758, 'street_density_km': 1900.9493089755897, 'circuity_avg': 1.0993970003767541, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0993970003767541\n", - "1891\n", - "9998231.347959984\n", - "{'n': 199, 'm': 596, 'k_avg': 5.989949748743719, 'intersection_count': 175, 'streets_per_node_avg': 3.0954773869346734, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 110, 4: 63, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12060301507537688, 2: 0.0, 3: 0.5527638190954773, 4: 0.3165829145728643, 5: 0.010050251256281407}, 'edge_length_total': 121341.42200000004, 'edge_length_avg': 203.59298993288596, 'street_length_total': 60670.71100000004, 'street_length_avg': 203.59298993288604, 'street_segments_count': 298, 'node_density_km': 19.903520240167627, 'intersection_density_km': 17.50309568858962, 'edge_density_km': 12136.288687174481, 'street_density_km': 6068.144343587243, 'circuity_avg': 1.0172331303574462, 'self_loop_proportion': 0.003355704697986577, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0172331303574462\n", - "1892\n", - "10993306.159956865\n", - "{'n': 421, 'm': 1285, 'k_avg': 6.104513064133017, 'intersection_count': 386, 'streets_per_node_avg': 3.2209026128266034, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 224, 4: 161, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0831353919239905, 2: 0.0, 3: 0.5320665083135392, 4: 0.3824228028503563, 5: 0.0023752969121140144}, 'edge_length_total': 177844.73999999993, 'edge_length_avg': 138.40057587548634, 'street_length_total': 89339.2480000001, 'street_length_avg': 135.15771255673238, 'street_segments_count': 661, 'node_density_km': 38.29603159179658, 'intersection_density_km': 35.112275996279045, 'edge_density_km': 16177.548174524574, 'street_density_km': 8126.695163409389, 'circuity_avg': 1.0205054564762086, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0205054564762086\n", - "1893\n", - "8995695.601513678\n", - "{'n': 993, 'm': 2914, 'k_avg': 5.8690835850956695, 'intersection_count': 889, 'streets_per_node_avg': 3.0352467270896275, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 672, 4: 198, 5: 14, 6: 4, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10473313192346426, 2: 0.0, 3: 0.676737160120846, 4: 0.19939577039274925, 5: 0.014098690835850957, 6: 0.004028197381671702, 7: 0.0, 8: 0.0010070493454179255}, 'edge_length_total': 223128.5310000002, 'edge_length_avg': 76.5712185998628, 'street_length_total': 112726.39300000017, 'street_length_avg': 76.47652170963377, 'street_segments_count': 1474, 'node_density_km': 110.38612731992744, 'intersection_density_km': 98.82504248480915, 'edge_density_km': 24803.921884868476, 'street_density_km': 12531.148006056592, 'circuity_avg': 1.0491496717944642, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0491496717944642\n", - "1894\n", - "6996282.388518589\n", - "{'n': 310, 'm': 831, 'k_avg': 5.361290322580645, 'intersection_count': 264, 'streets_per_node_avg': 2.8193548387096774, 'streets_per_node_counts': {0: 0, 1: 46, 2: 1, 3: 226, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14838709677419354, 2: 0.0032258064516129032, 3: 0.7290322580645161, 4: 0.11935483870967742}, 'edge_length_total': 90113.44899999998, 'edge_length_avg': 108.439770156438, 'street_length_total': 45571.87200000001, 'street_length_avg': 106.22813986013989, 'street_segments_count': 429, 'node_density_km': 44.30924636614621, 'intersection_density_km': 37.734325937621286, 'edge_density_km': 12880.190363368229, 'street_density_km': 6513.726786498325, 'circuity_avg': 1.042990407446485, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042990407446485\n", - "1895\n", - "6999248.733478829\n", - "{'n': 204, 'm': 554, 'k_avg': 5.431372549019608, 'intersection_count': 169, 'streets_per_node_avg': 2.823529411764706, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 135, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1715686274509804, 2: 0.0, 3: 0.6617647058823529, 4: 0.16666666666666666}, 'edge_length_total': 91613.34600000003, 'edge_length_avg': 165.3670505415163, 'street_length_total': 45806.67299999998, 'street_length_avg': 165.36705054151616, 'street_segments_count': 277, 'node_density_km': 29.14598520041537, 'intersection_density_km': 24.14544852387352, 'edge_density_km': 13089.0256209634, 'street_density_km': 6544.512810481696, 'circuity_avg': 1.020382321565292, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.020382321565292\n", - "1896\n", - "64979656.44873865\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 4646, 'm': 12409, 'k_avg': 5.341799397331037, 'intersection_count': 3802, 'streets_per_node_avg': 2.8146792940163583, 'streets_per_node_counts': {0: 0, 1: 844, 2: 2, 3: 2987, 4: 800, 5: 11, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1816616444253121, 2: 0.00043047783039173483, 3: 0.6429186396900559, 4: 0.17219113215669393, 5: 0.0023676280671545416, 6: 0.00021523891519586742, 7: 0.00021523891519586742}, 'edge_length_total': 1230843.8460000004, 'edge_length_avg': 99.18960802643245, 'street_length_total': 635286.7950000004, 'street_length_avg': 98.23516236276487, 'street_segments_count': 6467, 'node_density_km': 71.49930076446542, 'intersection_density_km': 58.51062021233266, 'edge_density_km': 18941.987589161727, 'street_density_km': 9776.702890098648, 'circuity_avg': 1.0346137477636654, 'self_loop_proportion': 0.0011282133935047144, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0346137477636654\n", - "1897\n", - "5999621.7561589815\n", - "{'n': 513, 'm': 1354, 'k_avg': 5.278752436647173, 'intersection_count': 399, 'streets_per_node_avg': 2.6978557504873293, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 328, 4: 69, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6393762183235867, 4: 0.13450292397660818, 5: 0.003898635477582846}, 'edge_length_total': 97215.08600000008, 'edge_length_avg': 71.79843870014777, 'street_length_total': 48607.54300000002, 'street_length_avg': 71.79843870014774, 'street_segments_count': 677, 'node_density_km': 85.5053903145434, 'intersection_density_km': 66.50419246686708, 'edge_density_km': 16203.535814604114, 'street_density_km': 8101.767907302054, 'circuity_avg': 1.0407873081563033, 'self_loop_proportion': 0.0014771048744460858, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407873081563033\n", - "1898\n", - "35014230.178302296\n", - "{'n': 2402, 'm': 5940, 'k_avg': 4.945878434637802, 'intersection_count': 1914, 'streets_per_node_avg': 2.7027477102414657, 'streets_per_node_counts': {0: 0, 1: 488, 2: 1, 3: 1657, 4: 250, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2031640299750208, 2: 0.00041631973355537054, 3: 0.6898417985012489, 4: 0.10407993338884262, 5: 0.0020815986677768525, 6: 0.00041631973355537054}, 'edge_length_total': 631194.4859999992, 'edge_length_avg': 106.26169797979784, 'street_length_total': 326804.7900000001, 'street_length_avg': 102.801129285939, 'street_segments_count': 3179, 'node_density_km': 68.60068000262582, 'intersection_density_km': 54.66348939426554, 'edge_density_km': 18026.798898213085, 'street_density_km': 9333.484938432697, 'circuity_avg': 1.0600261681802425, 'self_loop_proportion': 0.003703703703703704, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0600261681802425\n", - "1899\n", - "7996185.560690668\n", - "{'n': 257, 'm': 667, 'k_avg': 5.190661478599222, 'intersection_count': 230, 'streets_per_node_avg': 2.914396887159533, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 199, 4: 30, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10505836575875487, 2: 0.0, 3: 0.77431906614786, 4: 0.11673151750972763, 5: 0.0038910505836575876}, 'edge_length_total': 79949.65299999987, 'edge_length_avg': 119.86454722638662, 'street_length_total': 41907.048, 'street_length_avg': 115.76532596685084, 'street_segments_count': 362, 'node_density_km': 32.140324664726975, 'intersection_density_km': 28.76371468049496, 'edge_density_km': 9998.473946506845, 'street_density_km': 5240.879877277422, 'circuity_avg': 1.0507521282312517, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0507521282312517\n", - "1900\n", - "10993921.445021432\n", - "{'n': 342, 'm': 955, 'k_avg': 5.584795321637427, 'intersection_count': 310, 'streets_per_node_avg': 3.046783625730994, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 232, 4: 77, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0935672514619883, 2: 0.0, 3: 0.6783625730994152, 4: 0.22514619883040934, 5: 0.0, 6: 0.0029239766081871343}, 'edge_length_total': 132802.284, 'edge_length_avg': 139.0599832460733, 'street_length_total': 67882.17700000005, 'street_length_avg': 132.5823769531251, 'street_segments_count': 512, 'node_density_km': 31.108099299260846, 'intersection_density_km': 28.197399949622405, 'edge_density_km': 12079.610052165615, 'street_density_km': 6174.51901393568, 'circuity_avg': 1.0182068600422387, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0182068600422387\n", - "1901\n", - "3998220.7166824536\n", - "{'n': 58, 'm': 142, 'k_avg': 4.896551724137931, 'intersection_count': 44, 'streets_per_node_avg': 2.6206896551724137, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 38, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2413793103448276, 2: 0.0, 3: 0.6551724137931034, 4: 0.10344827586206896}, 'edge_length_total': 31095.992000000002, 'edge_length_avg': 218.98585915492959, 'street_length_total': 15547.996, 'street_length_avg': 218.98585915492956, 'street_segments_count': 71, 'node_density_km': 14.506452772353656, 'intersection_density_km': 11.004895206613117, 'edge_density_km': 7777.457575129089, 'street_density_km': 3888.728787564544, 'circuity_avg': 1.0283333134793429, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0283333134793429\n", - "1902\n", - "7995850.990645173\n", - "{'n': 439, 'm': 1170, 'k_avg': 5.330296127562642, 'intersection_count': 348, 'streets_per_node_avg': 2.7517084282460136, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 276, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2072892938496583, 2: 0.0, 3: 0.6287015945330297, 4: 0.16173120728929385, 5: 0.002277904328018223}, 'edge_length_total': 112617.63200000013, 'edge_length_avg': 96.25438632478644, 'street_length_total': 56308.815999999926, 'street_length_avg': 96.2543863247862, 'street_segments_count': 585, 'node_density_km': 54.90347437860117, 'intersection_density_km': 43.522571944768124, 'edge_density_km': 14084.508594739731, 'street_density_km': 7042.254297369848, 'circuity_avg': 1.035368880910883, 'self_loop_proportion': 0.0017094017094017094, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035368880910883\n", - "1903\n", - "8996027.44936776\n", - "{'n': 656, 'm': 1775, 'k_avg': 5.411585365853658, 'intersection_count': 535, 'streets_per_node_avg': 2.7667682926829267, 'streets_per_node_counts': {0: 0, 1: 121, 2: 0, 3: 448, 4: 85, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18445121951219512, 2: 0.0, 3: 0.6829268292682927, 4: 0.12957317073170732, 5: 0.003048780487804878}, 'edge_length_total': 172179.7400000004, 'edge_length_avg': 97.00267042253543, 'street_length_total': 87023.43999999996, 'street_length_avg': 97.23289385474855, 'street_segments_count': 895, 'node_density_km': 72.9210758517754, 'intersection_density_km': 59.47069448277414, 'edge_density_km': 19139.530305913104, 'street_density_km': 9673.540959028081, 'circuity_avg': 1.0435241758687333, 'self_loop_proportion': 0.0022535211267605635, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0435241758687333\n", - "1904\n", - "11999127.088867288\n", - "{'n': 579, 'm': 1530, 'k_avg': 5.284974093264249, 'intersection_count': 454, 'streets_per_node_avg': 2.7132987910189983, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 373, 4: 78, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2158894645941278, 2: 0.0, 3: 0.6442141623488774, 4: 0.13471502590673576, 5: 0.0051813471502590676}, 'edge_length_total': 205525.17200000054, 'edge_length_avg': 134.33017777777815, 'street_length_total': 102762.58599999994, 'street_length_avg': 134.3301777777777, 'street_segments_count': 765, 'node_density_km': 48.25351008551217, 'intersection_density_km': 37.836085628363605, 'edge_density_km': 17128.343626819777, 'street_density_km': 8564.17181340986, 'circuity_avg': 1.0412675455875366, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0412675455875366\n", - "1905\n", - "7004004.929557258\n", - "{'n': 541, 'm': 1393, 'k_avg': 5.149722735674676, 'intersection_count': 447, 'streets_per_node_avg': 2.78003696857671, 'streets_per_node_counts': {0: 0, 1: 94, 2: 2, 3: 375, 4: 69, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17375231053604437, 2: 0.0036968576709796672, 3: 0.6931608133086876, 4: 0.12754158964879853, 5: 0.0018484288354898336}, 'edge_length_total': 110124.91899999998, 'edge_length_avg': 79.055936109117, 'street_length_total': 58498.347999999976, 'street_length_avg': 79.05182162162158, 'street_segments_count': 740, 'node_density_km': 77.2415218779976, 'intersection_density_km': 63.8206289823751, 'edge_density_km': 15723.135564235143, 'street_density_km': 8352.128330626092, 'circuity_avg': 1.0579644614069892, 'self_loop_proportion': 0.010050251256281407, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0579644614069892\n", - "1906\n", - "73041251.72855574\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 20731, 'm': 56273, 'k_avg': 5.428874632193334, 'intersection_count': 16565, 'streets_per_node_avg': 2.798610776132362, 'streets_per_node_counts': {0: 0, 1: 4166, 2: 22, 3: 12518, 4: 3915, 5: 87, 6: 20, 7: 0, 8: 0, 9: 0, 10: 0, 11: 0, 12: 0, 13: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.200955091409001, 2: 0.0010612126766677923, 3: 0.6038300130239738, 4: 0.18884761950701848, 5: 0.004196613766822632, 6: 0.0009647387969707201, 7: 0.0, 8: 0.0, 9: 0.0, 10: 0.0, 11: 0.0, 12: 0.0, 13: 0.00014471081954560802}, 'edge_length_total': 2433445.9699999983, 'edge_length_avg': 43.243579869564414, 'street_length_total': 1245398.9339999976, 'street_length_avg': 43.102337301861894, 'street_segments_count': 28894, 'node_density_km': 283.82591356789607, 'intersection_density_km': 226.7896511626163, 'edge_density_km': 33316.04966250372, 'street_density_km': 17050.624195602395, 'circuity_avg': 1.061803899761207, 'self_loop_proportion': 0.0024345600909850195, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061803899761207\n", - "1907\n", - "5003821.402856588\n", - "{'n': 149, 'm': 409, 'k_avg': 5.489932885906041, 'intersection_count': 129, 'streets_per_node_avg': 2.859060402684564, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 110, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1342281879194631, 2: 0.0, 3: 0.738255033557047, 4: 0.12751677852348994}, 'edge_length_total': 52982.565, 'edge_length_avg': 129.54172371638143, 'street_length_total': 26831.154999999977, 'street_length_avg': 128.37873205741616, 'street_segments_count': 209, 'node_density_km': 29.777241832599916, 'intersection_density_km': 25.780296620170397, 'edge_density_km': 10588.42047594929, 'street_density_km': 5362.132826060213, 'circuity_avg': 1.0416684245168963, 'self_loop_proportion': 0.004889975550122249, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0416684245168963\n", - "1908\n", - "4997870.841088556\n", - "{'n': 182, 'm': 530, 'k_avg': 5.824175824175824, 'intersection_count': 160, 'streets_per_node_avg': 3.0384615384615383, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 111, 4: 47, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12087912087912088, 2: 0.0, 3: 0.6098901098901099, 4: 0.25824175824175827, 5: 0.01098901098901099}, 'edge_length_total': 76183.50099999997, 'edge_length_avg': 143.7424547169811, 'street_length_total': 38131.470000000016, 'street_length_avg': 142.81449438202253, 'street_segments_count': 267, 'node_density_km': 36.415506880197746, 'intersection_density_km': 32.013632422151865, 'edge_density_km': 15243.191235291488, 'street_density_km': 7629.542901851948, 'circuity_avg': 1.050005522628185, 'self_loop_proportion': 0.007547169811320755, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050005522628185\n", - "1909\n", - "6997507.945595242\n", - "{'n': 173, 'm': 395, 'k_avg': 4.566473988439307, 'intersection_count': 130, 'streets_per_node_avg': 2.531791907514451, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 125, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24855491329479767, 2: 0.0, 3: 0.7225433526011561, 4: 0.028901734104046242}, 'edge_length_total': 62670.94199999998, 'edge_length_avg': 158.6606126582278, 'street_length_total': 31769.12599999999, 'street_length_avg': 151.28155238095232, 'street_segments_count': 210, 'node_density_km': 24.723087325524112, 'intersection_density_km': 18.578042498948754, 'edge_density_km': 8956.180184039633, 'street_density_km': 4540.062869095828, 'circuity_avg': 1.0975980838470198, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0975980838470198\n", - "1910\n", - "7003358.740857478\n", - "{'n': 112, 'm': 270, 'k_avg': 4.821428571428571, 'intersection_count': 79, 'streets_per_node_avg': 2.5625, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 63, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29464285714285715, 2: 0.0, 3: 0.5625, 4: 0.13392857142857142, 5: 0.008928571428571428}, 'edge_length_total': 52497.43400000003, 'edge_length_avg': 194.43494074074084, 'street_length_total': 26293.591999999982, 'street_length_avg': 193.33523529411752, 'street_segments_count': 136, 'node_density_km': 15.992326559911014, 'intersection_density_km': 11.280301769937234, 'edge_density_km': 7496.036679333714, 'street_density_km': 3754.425979438067, 'circuity_avg': 1.0406364517077902, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0406364517077902\n", - "1911\n", - "9995434.211201522\n", - "{'n': 477, 'm': 1102, 'k_avg': 4.620545073375262, 'intersection_count': 332, 'streets_per_node_avg': 2.4633123689727463, 'streets_per_node_counts': {0: 0, 1: 145, 2: 0, 3: 298, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3039832285115304, 2: 0.0, 3: 0.6247379454926625, 4: 0.07127882599580712}, 'edge_length_total': 94755.36999999995, 'edge_length_avg': 85.98490925589832, 'street_length_total': 48216.512000000024, 'street_length_avg': 83.70922222222227, 'street_segments_count': 576, 'node_density_km': 47.72178876085676, 'intersection_density_km': 33.21516534298625, 'edge_density_km': 9479.865306282645, 'street_density_km': 4823.853669705066, 'circuity_avg': 1.064837942877645, 'self_loop_proportion': 0.003629764065335753, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064837942877645\n", - "1912\n", - "9997804.969168428\n", - "{'n': 927, 'm': 2575, 'k_avg': 5.555555555555555, 'intersection_count': 766, 'streets_per_node_avg': 2.8932038834951457, 'streets_per_node_counts': {0: 0, 1: 161, 2: 3, 3: 553, 4: 197, 5: 10, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17367853290183388, 2: 0.003236245954692557, 3: 0.5965480043149946, 4: 0.21251348435814454, 5: 0.010787486515641856, 6: 0.003236245954692557}, 'edge_length_total': 178157.8250000002, 'edge_length_avg': 69.18750485436901, 'street_length_total': 90408.27499999998, 'street_length_avg': 68.6471336370539, 'street_segments_count': 1317, 'node_density_km': 92.72035240322393, 'intersection_density_km': 76.61681762769098, 'edge_density_km': 17819.693977769057, 'street_density_km': 9042.812425207743, 'circuity_avg': 1.0466135279260875, 'self_loop_proportion': 0.0003883495145631068, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0466135279260875\n", - "1913\n", - "6998951.575427002\n", - "{'n': 149, 'm': 436, 'k_avg': 5.852348993288591, 'intersection_count': 134, 'streets_per_node_avg': 3.12751677852349, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 85, 4: 49}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10067114093959731, 2: 0.0, 3: 0.5704697986577181, 4: 0.3288590604026846}, 'edge_length_total': 89458.8300000001, 'edge_length_avg': 205.18080275229383, 'street_length_total': 44729.41499999999, 'street_length_avg': 205.18080275229354, 'street_segments_count': 218, 'node_density_km': 21.288902829836996, 'intersection_density_km': 19.145724692605082, 'edge_density_km': 12781.747242556436, 'street_density_km': 6390.87362127821, 'circuity_avg': 1.0217420608917118, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0217420608917118\n", - "1914\n", - "8995086.553709302\n", - "{'n': 917, 'm': 2201, 'k_avg': 4.800436205016358, 'intersection_count': 702, 'streets_per_node_avg': 2.623773173391494, 'streets_per_node_counts': {0: 0, 1: 215, 2: 3, 3: 612, 4: 86, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23446019629225737, 2: 0.003271537622682661, 3: 0.6673936750272628, 4: 0.09378407851690294, 5: 0.0010905125408942203}, 'edge_length_total': 156375.4049999997, 'edge_length_avg': 71.04743525670136, 'street_length_total': 82338.29999999993, 'street_length_avg': 69.07575503355699, 'street_segments_count': 1192, 'node_density_km': 101.94454433813725, 'intersection_density_km': 78.04260646169286, 'edge_density_km': 17384.535887041045, 'street_density_km': 9153.697355590883, 'circuity_avg': 1.0766413232508472, 'self_loop_proportion': 0.006360745115856429, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0766413232508472\n", - "1915\n", - "9002526.110342892\n", - "{'n': 299, 'm': 785, 'k_avg': 5.250836120401337, 'intersection_count': 244, 'streets_per_node_avg': 2.722408026755853, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 217, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18394648829431437, 2: 0.0, 3: 0.725752508361204, 4: 0.0903010033444816}, 'edge_length_total': 120770.58299999996, 'edge_length_avg': 153.84787643312097, 'street_length_total': 60424.70800000003, 'street_length_avg': 153.75243765903315, 'street_segments_count': 393, 'node_density_km': 33.212900061070926, 'intersection_density_km': 27.103503728766906, 'edge_density_km': 13415.18830600759, 'street_density_km': 6711.972535195297, 'circuity_avg': 1.0551289739031062, 'self_loop_proportion': 0.0025477707006369425, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0551289739031062\n", - "1916\n", - "13994176.937058685\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 522, 'm': 1177, 'k_avg': 4.509578544061303, 'intersection_count': 368, 'streets_per_node_avg': 2.4482758620689653, 'streets_per_node_counts': {0: 0, 1: 154, 2: 0, 3: 349, 4: 18, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2950191570881226, 2: 0.0, 3: 0.6685823754789272, 4: 0.034482758620689655, 5: 0.0019157088122605363}, 'edge_length_total': 149062.76799999998, 'edge_length_avg': 126.64636193712828, 'street_length_total': 74712.59599999999, 'street_length_avg': 124.72887479131884, 'street_segments_count': 599, 'node_density_km': 37.301229100345694, 'intersection_density_km': 26.296651932810757, 'edge_density_km': 10651.77099521011, 'street_density_km': 5338.834597849753, 'circuity_avg': 1.0653555616701817, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0653555616701817\n", - "1917\n", - "16003248.368386213\n", - "{'n': 930, 'm': 2537, 'k_avg': 5.455913978494624, 'intersection_count': 791, 'streets_per_node_avg': 2.856989247311828, 'streets_per_node_counts': {0: 0, 1: 139, 2: 2, 3: 647, 4: 137, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14946236559139786, 2: 0.002150537634408602, 3: 0.6956989247311828, 4: 0.14731182795698924, 5: 0.005376344086021506}, 'edge_length_total': 192884.8790000001, 'edge_length_avg': 76.02872644856133, 'street_length_total': 99859.77000000006, 'street_length_avg': 76.34538990825693, 'street_segments_count': 1308, 'node_density_km': 58.11320168205215, 'intersection_density_km': 49.427465086562634, 'edge_density_km': 12052.857929833583, 'street_density_km': 6239.968767670262, 'circuity_avg': 1.0693373838918956, 'self_loop_proportion': 0.007883326763894364, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0693373838918956\n", - "1918\n", - "3999129.8695385125\n", - "{'n': 167, 'm': 453, 'k_avg': 5.425149700598802, 'intersection_count': 151, 'streets_per_node_avg': 2.964071856287425, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 126, 4: 24, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09580838323353294, 2: 0.0, 3: 0.7544910179640718, 4: 0.1437125748502994, 5: 0.005988023952095809}, 'edge_length_total': 66710.76599999997, 'edge_length_avg': 147.2643841059602, 'street_length_total': 33502.920000000006, 'street_length_avg': 146.30096069868998, 'street_segments_count': 229, 'node_density_km': 41.75908396274995, 'intersection_density_km': 37.75821364296552, 'edge_density_km': 16681.320231217745, 'street_density_km': 8377.552390882005, 'circuity_avg': 1.0261219244075215, 'self_loop_proportion': 0.004415011037527594, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0261219244075215\n", - "1919\n", - "5001249.661423316\n", - "{'n': 130, 'm': 312, 'k_avg': 4.8, 'intersection_count': 101, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 95, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2230769230769231, 2: 0.0, 3: 0.7307692307692307, 4: 0.046153846153846156}, 'edge_length_total': 46307.16599999998, 'edge_length_avg': 148.4204038461538, 'street_length_total': 23833.97, 'street_length_avg': 148.9623125, 'street_segments_count': 160, 'node_density_km': 25.993503384312756, 'intersection_density_km': 20.194952629350677, 'edge_density_km': 9259.119047222555, 'street_density_km': 4765.602921973913, 'circuity_avg': 1.0483952822597036, 'self_loop_proportion': 0.00641025641025641, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0483952822597036\n", - "1920\n", - "9003444.974101512\n", - "{'n': 785, 'm': 1970, 'k_avg': 5.019108280254777, 'intersection_count': 635, 'streets_per_node_avg': 2.742675159235669, 'streets_per_node_counts': {0: 0, 1: 150, 2: 0, 3: 542, 4: 89, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1910828025477707, 2: 0.0, 3: 0.6904458598726114, 4: 0.11337579617834395, 5: 0.003821656050955414, 6: 0.0012738853503184713}, 'edge_length_total': 172016.16300000006, 'edge_length_avg': 87.31784923857872, 'street_length_total': 88670.197, 'street_length_avg': 84.28725950570342, 'street_segments_count': 1052, 'node_density_km': 87.18884851943443, 'intersection_density_km': 70.52855899342785, 'edge_density_km': 19105.593858218275, 'street_density_km': 9848.474362320267, 'circuity_avg': 1.0648131619660346, 'self_loop_proportion': 0.003045685279187817, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0648131619660346\n", - "1921\n", - "18006793.892345812\n", - "{'n': 627, 'm': 1601, 'k_avg': 5.106858054226476, 'intersection_count': 533, 'streets_per_node_avg': 2.79585326953748, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 474, 4: 58, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14992025518341306, 2: 0.0, 3: 0.7559808612440191, 4: 0.09250398724082935, 5: 0.001594896331738437}, 'edge_length_total': 195744.74900000004, 'edge_length_avg': 122.26405309181764, 'street_length_total': 102001.91099999995, 'street_length_avg': 118.74494877764837, 'street_segments_count': 859, 'node_density_km': 34.82019085399319, 'intersection_density_km': 29.599938955627383, 'edge_density_km': 10870.605293216895, 'street_density_km': 5664.634782283932, 'circuity_avg': 1.0630081771232103, 'self_loop_proportion': 0.0037476577139287947, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630081771232103\n", - "1922\n", - "19990152.241983525\n", - "{'n': 888, 'm': 2522, 'k_avg': 5.68018018018018, 'intersection_count': 754, 'streets_per_node_avg': 2.8783783783783785, 'streets_per_node_counts': {0: 0, 1: 134, 2: 0, 3: 597, 4: 154, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15090090090090091, 2: 0.0, 3: 0.6722972972972973, 4: 0.17342342342342343, 5: 0.0033783783783783786}, 'edge_length_total': 300079.60599999997, 'edge_length_avg': 118.98477636796193, 'street_length_total': 150773.9819999998, 'street_length_avg': 118.81322458628827, 'street_segments_count': 1269, 'node_density_km': 44.42187279269505, 'intersection_density_km': 37.71857216857215, 'edge_density_km': 15011.371717808614, 'street_density_km': 7542.412892851447, 'circuity_avg': 1.0679280229820771, 'self_loop_proportion': 0.003965107057890563, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0679280229820771\n", - "1923\n", - "9995318.201666767\n", - "{'n': 790, 'm': 2181, 'k_avg': 5.521518987341772, 'intersection_count': 687, 'streets_per_node_avg': 2.90253164556962, 'streets_per_node_counts': {0: 0, 1: 103, 2: 4, 3: 551, 4: 131, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13037974683544304, 2: 0.005063291139240506, 3: 0.6974683544303798, 4: 0.16582278481012658, 5: 0.0012658227848101266}, 'edge_length_total': 223940.755, 'edge_length_avg': 102.67801696469509, 'street_length_total': 114786.80500000004, 'street_length_avg': 102.57980786416447, 'street_segments_count': 1119, 'node_density_km': 79.03700353113959, 'intersection_density_km': 68.7321790201176, 'edge_density_km': 22404.564865444387, 'street_density_km': 11484.057103940802, 'circuity_avg': 1.0276747939525244, 'self_loop_proportion': 0.0018340210912425492, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0276747939525244\n", - "1924\n", - "6997641.304201729\n", - "{'n': 338, 'm': 944, 'k_avg': 5.585798816568047, 'intersection_count': 296, 'streets_per_node_avg': 2.92603550295858, 'streets_per_node_counts': {0: 0, 1: 42, 2: 2, 3: 234, 4: 59, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1242603550295858, 2: 0.005917159763313609, 3: 0.6923076923076923, 4: 0.17455621301775148, 5: 0.0029585798816568047}, 'edge_length_total': 102557.93399999995, 'edge_length_avg': 108.64187923728808, 'street_length_total': 51361.363999999965, 'street_length_avg': 108.35730801687757, 'street_segments_count': 474, 'node_density_km': 48.30198995725147, 'intersection_density_km': 42.299967536527916, 'edge_density_km': 14656.071887883008, 'street_density_km': 7339.810911593892, 'circuity_avg': 1.0341932443919175, 'self_loop_proportion': 0.00211864406779661, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0341932443919175\n", - "1925\n", - "3998020.897204257\n", - "{'n': 81, 'm': 226, 'k_avg': 5.580246913580247, 'intersection_count': 74, 'streets_per_node_avg': 2.876543209876543, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 70, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08641975308641975, 2: 0.0, 3: 0.8641975308641975, 4: 0.04938271604938271}, 'edge_length_total': 46957.50400000001, 'edge_length_avg': 207.77656637168144, 'street_length_total': 23478.751999999993, 'street_length_avg': 207.77656637168135, 'street_segments_count': 113, 'node_density_km': 20.26002416761799, 'intersection_density_km': 18.509157881527546, 'edge_density_km': 11745.18723322245, 'street_density_km': 5872.593616611222, 'circuity_avg': 1.0375749662175786, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0375749662175786\n", - "1926\n", - "18992383.771630272\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 891, 'm': 2527, 'k_avg': 5.672278338945006, 'intersection_count': 728, 'streets_per_node_avg': 2.8799102132435466, 'streets_per_node_counts': {0: 0, 1: 163, 2: 2, 3: 509, 4: 214, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1829405162738496, 2: 0.002244668911335578, 3: 0.5712682379349046, 4: 0.24017957351290684, 5: 0.002244668911335578, 6: 0.001122334455667789}, 'edge_length_total': 288810.95099999924, 'edge_length_avg': 114.29004788286476, 'street_length_total': 145100.43800000005, 'street_length_avg': 114.07267138364784, 'street_segments_count': 1272, 'node_density_km': 46.91354232905321, 'intersection_density_km': 38.331154675141114, 'edge_density_km': 15206.672025625787, 'street_density_km': 7639.92765440759, 'circuity_avg': 1.0368407009443958, 'self_loop_proportion': 0.0007914523149980214, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0368407009443958\n", - "1927\n", - "9998132.643944092\n", - "{'n': 397, 'm': 1090, 'k_avg': 5.491183879093199, 'intersection_count': 320, 'streets_per_node_avg': 2.831234256926952, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 235, 4: 83, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19395465994962216, 2: 0.0, 3: 0.5919395465994962, 4: 0.20906801007556675, 5: 0.005037783375314861}, 'edge_length_total': 160565.53400000036, 'edge_length_avg': 147.3078293577985, 'street_length_total': 80282.767, 'street_length_avg': 147.30782935779817, 'street_segments_count': 545, 'node_density_km': 39.707414788146906, 'intersection_density_km': 32.00597665543327, 'edge_density_km': 16059.552290222467, 'street_density_km': 8029.7761451112165, 'circuity_avg': 1.0361243988323214, 'self_loop_proportion': 0.001834862385321101, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0361243988323214\n", - "1928\n", - "8997445.792150248\n", - "{'n': 417, 'm': 1067, 'k_avg': 5.117505995203837, 'intersection_count': 348, 'streets_per_node_avg': 2.815347721822542, 'streets_per_node_counts': {0: 0, 1: 69, 2: 6, 3: 275, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16546762589928057, 2: 0.014388489208633094, 3: 0.6594724220623501, 4: 0.1606714628297362}, 'edge_length_total': 94862.46300000006, 'edge_length_avg': 88.90577600749772, 'street_length_total': 48866.59799999998, 'street_length_avg': 84.83784374999998, 'street_segments_count': 576, 'node_density_km': 46.34648650662707, 'intersection_density_km': 38.67764341560245, 'edge_density_km': 10543.26585471202, 'street_density_km': 5431.163368901124, 'circuity_avg': 1.0734487973191462, 'self_loop_proportion': 0.0037488284910965324, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0734487973191462\n", - "1929\n", - "29996152.100893967\n", - "error with entry 1929\n", - "1930\n", - "4997241.317116224\n", - "{'n': 147, 'm': 368, 'k_avg': 5.006802721088436, 'intersection_count': 122, 'streets_per_node_avg': 2.7346938775510203, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 111, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17006802721088435, 2: 0.0, 3: 0.7551020408163265, 4: 0.07482993197278912}, 'edge_length_total': 51756.29600000001, 'edge_length_avg': 140.6421086956522, 'street_length_total': 25921.99199999999, 'street_length_avg': 139.36554838709674, 'street_segments_count': 186, 'node_density_km': 29.41623001004679, 'intersection_density_km': 24.41346980425652, 'edge_density_km': 10356.973521116088, 'street_density_km': 5187.260401296548, 'circuity_avg': 1.0786379296322377, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0786379296322377\n", - "1931\n", - "5996887.014906382\n", - "{'n': 82, 'm': 238, 'k_avg': 5.804878048780488, 'intersection_count': 74, 'streets_per_node_avg': 2.9878048780487805, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 59, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0975609756097561, 2: 0.0, 3: 0.7195121951219512, 4: 0.18292682926829268}, 'edge_length_total': 57862.362000000045, 'edge_length_avg': 243.11916806722706, 'street_length_total': 28931.181000000004, 'street_length_avg': 243.11916806722692, 'street_segments_count': 119, 'node_density_km': 13.673761035712978, 'intersection_density_km': 12.33973556881415, 'edge_density_km': 9648.733060364877, 'street_density_km': 4824.366530182435, 'circuity_avg': 1.0349333600521338, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0349333600521338\n", - "1932\n", - "23990093.022904843\n", - "{'n': 1391, 'm': 3529, 'k_avg': 5.074047447879224, 'intersection_count': 1173, 'streets_per_node_avg': 2.814521926671459, 'streets_per_node_counts': {0: 0, 1: 218, 2: 6, 3: 991, 4: 169, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15672178289000718, 2: 0.004313443565780014, 3: 0.7124370956146657, 4: 0.12149532710280374, 5: 0.004313443565780014, 6: 0.0007189072609633358}, 'edge_length_total': 296128.16499999975, 'edge_length_avg': 83.91276990648902, 'street_length_total': 159165.2029999999, 'street_length_avg': 82.21343130165283, 'street_segments_count': 1936, 'node_density_km': 57.982267874990114, 'intersection_density_km': 48.895183477615674, 'edge_density_km': 12343.768934837712, 'street_density_km': 6634.622168744194, 'circuity_avg': 1.0771331917249494, 'self_loop_proportion': 0.0036837631056956645, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0771331917249494\n", - "1933\n", - "5002600.402093884\n", - "{'n': 404, 'm': 1074, 'k_avg': 5.316831683168317, 'intersection_count': 339, 'streets_per_node_avg': 2.8514851485148514, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 270, 4: 68, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1608910891089109, 2: 0.0, 3: 0.6683168316831684, 4: 0.16831683168316833, 5: 0.0024752475247524753}, 'edge_length_total': 96482.85399999988, 'edge_length_avg': 89.83505959031646, 'street_length_total': 48670.085000000014, 'street_length_avg': 88.65224954462661, 'street_segments_count': 549, 'node_density_km': 80.75799934588062, 'intersection_density_km': 67.76475687686518, 'edge_density_km': 19286.540248071004, 'street_density_km': 9728.957159886028, 'circuity_avg': 1.0612468158230917, 'self_loop_proportion': 0.00558659217877095, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0612468158230917\n", - "1934\n", - "12993858.708470251\n", - "{'n': 307, 'm': 848, 'k_avg': 5.52442996742671, 'intersection_count': 263, 'streets_per_node_avg': 2.820846905537459, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 230, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14332247557003258, 2: 0.0, 3: 0.749185667752443, 4: 0.10749185667752444}, 'edge_length_total': 141331.17800000016, 'edge_length_avg': 166.66412500000018, 'street_length_total': 70665.58899999993, 'street_length_avg': 166.66412499999984, 'street_segments_count': 424, 'node_density_km': 23.62654596204569, 'intersection_density_km': 20.240330905596142, 'edge_density_km': 10876.767338394346, 'street_density_km': 5438.383669197162, 'circuity_avg': 1.046815926415218, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.046815926415218\n", - "1935\n", - "5998791.91059017\n", - "{'n': 124, 'm': 372, 'k_avg': 6.0, 'intersection_count': 112, 'streets_per_node_avg': 3.1774193548387095, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 68, 4: 43, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0967741935483871, 2: 0.0, 3: 0.5483870967741935, 4: 0.3467741935483871, 5: 0.0, 6: 0.008064516129032258}, 'edge_length_total': 79380.76999999993, 'edge_length_avg': 213.38916666666648, 'street_length_total': 39690.38499999999, 'street_length_avg': 213.3891666666666, 'street_segments_count': 186, 'node_density_km': 20.670828701541122, 'intersection_density_km': 18.670425923972626, 'edge_density_km': 13232.792732793816, 'street_density_km': 6616.396366396912, 'circuity_avg': 1.0299432067971759, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0299432067971759\n", - "1936\n", - "16991449.559693757\n", - "{'n': 577, 'm': 1730, 'k_avg': 5.996533795493934, 'intersection_count': 488, 'streets_per_node_avg': 3.0381282495667246, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 289, 4: 198, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15424610051993068, 2: 0.0, 3: 0.5008665511265165, 4: 0.3431542461005199, 5: 0.0017331022530329288}, 'edge_length_total': 273902.20199999964, 'edge_length_avg': 158.32497225433505, 'street_length_total': 136951.101, 'street_length_avg': 158.32497225433525, 'street_segments_count': 865, 'node_density_km': 33.958256355521875, 'intersection_density_km': 28.720327732226476, 'edge_density_km': 16120.002065611654, 'street_density_km': 8060.001032805838, 'circuity_avg': 1.0209736807138532, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0209736807138532\n", - "1937\n", - "7000059.592406084\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 263, 'm': 701, 'k_avg': 5.330798479087452, 'intersection_count': 216, 'streets_per_node_avg': 2.7718631178707223, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 182, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17870722433460076, 2: 0.0, 3: 0.6920152091254753, 4: 0.12927756653992395}, 'edge_length_total': 79864.09500000006, 'edge_length_avg': 113.92880884450793, 'street_length_total': 40238.907999999996, 'street_length_avg': 113.0306404494382, 'street_segments_count': 356, 'node_density_km': 37.571108721033156, 'intersection_density_km': 30.85688016632381, 'edge_density_km': 11409.05930095788, 'street_density_km': 5748.366491572816, 'circuity_avg': 1.0465183905802573, 'self_loop_proportion': 0.005706134094151213, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0465183905802573\n", - "1938\n", - "7996536.901481236\n", - "{'n': 396, 'm': 994, 'k_avg': 5.02020202020202, 'intersection_count': 317, 'streets_per_node_avg': 2.6515151515151514, 'streets_per_node_counts': {0: 0, 1: 79, 2: 2, 3: 293, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1994949494949495, 2: 0.005050505050505051, 3: 0.73989898989899, 4: 0.05555555555555555}, 'edge_length_total': 105197.3239999999, 'edge_length_avg': 105.83231790744458, 'street_length_total': 53145.53200000004, 'street_length_avg': 105.23867722772286, 'street_segments_count': 505, 'node_density_km': 49.521437201977655, 'intersection_density_km': 39.64216058845181, 'edge_density_km': 13155.36028859114, 'street_density_km': 6646.068498746707, 'circuity_avg': 1.0543190893036412, 'self_loop_proportion': 0.002012072434607646, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0543190893036412\n", - "1939\n", - "9994348.040349146\n", - "{'n': 254, 'm': 684, 'k_avg': 5.3858267716535435, 'intersection_count': 219, 'streets_per_node_avg': 2.8976377952755907, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 175, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1377952755905512, 2: 0.0, 3: 0.6889763779527559, 4: 0.1732283464566929}, 'edge_length_total': 118389.55900000014, 'edge_length_avg': 173.08415058479554, 'street_length_total': 59476.38700000001, 'street_length_avg': 169.44839601139603, 'street_segments_count': 351, 'node_density_km': 25.41436409604229, 'intersection_density_km': 21.912384791469535, 'edge_density_km': 11845.651014157025, 'street_density_km': 5951.00218242172, 'circuity_avg': 1.0291038991968435, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0291038991968435\n", - "1940\n", - "7997042.61628607\n", - "{'n': 130, 'm': 332, 'k_avg': 5.107692307692307, 'intersection_count': 101, 'streets_per_node_avg': 2.6615384615384614, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 88, 4: 12, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2230769230769231, 2: 0.0, 3: 0.676923076923077, 4: 0.09230769230769231, 5: 0.007692307692307693}, 'edge_length_total': 67780.858, 'edge_length_avg': 204.15921084337347, 'street_length_total': 33890.42899999999, 'street_length_avg': 204.15921084337342, 'street_segments_count': 166, 'node_density_km': 16.256009407184287, 'intersection_density_km': 12.6296688471201, 'edge_density_km': 8475.740502115556, 'street_density_km': 4237.870251057777, 'circuity_avg': 1.09448392684084, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.09448392684084\n", - "1941\n", - "11004433.121431554\n", - "{'n': 231, 'm': 659, 'k_avg': 5.705627705627705, 'intersection_count': 203, 'streets_per_node_avg': 2.9177489177489178, 'streets_per_node_counts': {0: 0, 1: 28, 2: 2, 3: 162, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12121212121212122, 2: 0.008658008658008658, 3: 0.7012987012987013, 4: 0.16883116883116883}, 'edge_length_total': 119640.73299999993, 'edge_length_avg': 181.5489119878603, 'street_length_total': 60005.643000000004, 'street_length_avg': 181.2859305135952, 'street_segments_count': 331, 'node_density_km': 20.991540177577953, 'intersection_density_km': 18.44711106514426, 'edge_density_km': 10872.048717075217, 'street_density_km': 5452.860891410819, 'circuity_avg': 1.0438400683068427, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0438400683068427\n", - "1942\n", - "10001070.626907736\n", - "{'n': 464, 'm': 1179, 'k_avg': 5.081896551724138, 'intersection_count': 400, 'streets_per_node_avg': 2.793103448275862, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 368, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13793103448275862, 2: 0.0, 3: 0.7931034482758621, 4: 0.06896551724137931}, 'edge_length_total': 125778.44499999996, 'edge_length_avg': 106.68231128074636, 'street_length_total': 65381.026, 'street_length_avg': 102.80035534591195, 'street_segments_count': 636, 'node_density_km': 46.39503282294744, 'intersection_density_km': 39.99571795081676, 'edge_density_km': 12576.498026280793, 'street_density_km': 6537.402688077543, 'circuity_avg': 1.078387486421254, 'self_loop_proportion': 0.0016963528413910093, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078387486421254\n", - "1943\n", - "8001788.52188506\n", - "{'n': 420, 'm': 1086, 'k_avg': 5.171428571428572, 'intersection_count': 351, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 318, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16428571428571428, 2: 0.0, 3: 0.7571428571428571, 4: 0.07857142857142857}, 'edge_length_total': 102879.41500000011, 'edge_length_avg': 94.73242633517505, 'street_length_total': 53276.525, 'street_length_avg': 93.63185413005273, 'street_segments_count': 569, 'node_density_km': 52.488265448567056, 'intersection_density_km': 43.86519326773104, 'edge_density_km': 12857.05248503166, 'street_density_km': 6658.07711042195, 'circuity_avg': 1.0432449937959927, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0432449937959927\n", - "1944\n", - "5996516.567036416\n", - "{'n': 312, 'm': 854, 'k_avg': 5.4743589743589745, 'intersection_count': 264, 'streets_per_node_avg': 2.8621794871794872, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 211, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0, 3: 0.6762820512820513, 4: 0.16987179487179488}, 'edge_length_total': 83122.05999999991, 'edge_length_avg': 97.33262295081957, 'street_length_total': 41684.566999999995, 'street_length_avg': 97.3938481308411, 'street_segments_count': 428, 'node_density_km': 52.030207289862595, 'intersection_density_km': 44.02556001449912, 'edge_density_km': 13861.724397949973, 'street_density_km': 6951.463659609505, 'circuity_avg': 1.0339203342794974, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0339203342794974\n", - "1945\n", - "14003159.784889463\n", - "{'n': 1003, 'm': 2625, 'k_avg': 5.234297108673978, 'intersection_count': 829, 'streets_per_node_avg': 2.8015952143569294, 'streets_per_node_counts': {0: 0, 1: 174, 2: 4, 3: 680, 4: 139, 5: 5, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17347956131605186, 2: 0.003988035892323031, 3: 0.6779661016949152, 4: 0.13858424725822532, 5: 0.004985044865403789, 6: 0.0, 7: 0.0009970089730807576}, 'edge_length_total': 235059.29899999948, 'edge_length_avg': 89.54639961904742, 'street_length_total': 119767.00100000008, 'street_length_avg': 86.59942227042666, 'street_segments_count': 1383, 'node_density_km': 71.6266910759897, 'intersection_density_km': 59.20092412960664, 'edge_density_km': 16786.161310081414, 'street_density_km': 8552.85541547832, 'circuity_avg': 1.0862087694486033, 'self_loop_proportion': 0.011428571428571429, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0862087694486033\n", - "1946\n", - "14990826.295261424\n", - "{'n': 719, 'm': 1975, 'k_avg': 5.493741307371349, 'intersection_count': 639, 'streets_per_node_avg': 2.9541029207232268, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 518, 4: 118, 5: 2, 6: 0, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11126564673157163, 2: 0.0, 3: 0.7204450625869263, 4: 0.16411682892906815, 5: 0.0027816411682892906, 6: 0.0, 7: 0.0, 8: 0.0013908205841446453}, 'edge_length_total': 237498.54900000017, 'edge_length_avg': 120.25242987341781, 'street_length_total': 122079.05799999999, 'street_length_avg': 117.6098824662813, 'street_segments_count': 1038, 'node_density_km': 47.96266635597497, 'intersection_density_km': 42.626069264906825, 'edge_density_km': 15842.925821578832, 'street_density_km': 8143.584322539244, 'circuity_avg': 1.0474791026837373, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0474791026837373\n", - "1947\n", - "13995288.117813395\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 722, 'm': 1973, 'k_avg': 5.465373961218837, 'intersection_count': 613, 'streets_per_node_avg': 2.8337950138504153, 'streets_per_node_counts': {0: 0, 1: 109, 2: 0, 3: 516, 4: 96, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15096952908587258, 2: 0.0, 3: 0.7146814404432132, 4: 0.1329639889196676, 5: 0.0013850415512465374}, 'edge_length_total': 238811.48299999992, 'edge_length_avg': 121.03977850988339, 'street_length_total': 119909.54699999986, 'street_length_avg': 118.83998711595625, 'street_segments_count': 1009, 'node_density_km': 51.58879145053316, 'intersection_density_km': 43.80045589913688, 'edge_density_km': 17063.706083766676, 'street_density_km': 8567.851264696534, 'circuity_avg': 1.0427348425129441, 'self_loop_proportion': 0.0020273694880892043, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0427348425129441\n", - "1948\n", - "23998409.34913608\n", - "{'n': 1604, 'm': 3842, 'k_avg': 4.7905236907730675, 'intersection_count': 1309, 'streets_per_node_avg': 2.7306733167082293, 'streets_per_node_counts': {0: 0, 1: 295, 2: 7, 3: 1139, 4: 162, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18391521197007482, 2: 0.004364089775561097, 3: 0.7100997506234414, 4: 0.10099750623441396, 5: 0.0, 6: 0.0006234413965087282}, 'edge_length_total': 340322.9459999993, 'edge_length_avg': 88.57963196251934, 'street_length_total': 186765.72999999978, 'street_length_avg': 86.30579020332706, 'street_segments_count': 2164, 'node_density_km': 66.83776314773722, 'intersection_density_km': 54.54528177081547, 'edge_density_km': 14181.062629980122, 'street_density_km': 7782.421213126076, 'circuity_avg': 1.0804830207817029, 'self_loop_proportion': 0.0031233732431025507, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0804830207817029\n", - "1949\n", - "19989133.584323972\n", - "{'n': 714, 'm': 1948, 'k_avg': 5.456582633053221, 'intersection_count': 576, 'streets_per_node_avg': 2.838935574229692, 'streets_per_node_counts': {0: 0, 1: 138, 2: 0, 3: 416, 4: 159, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19327731092436976, 2: 0.0, 3: 0.5826330532212886, 4: 0.22268907563025211, 5: 0.0014005602240896359}, 'edge_length_total': 307660.7710000002, 'edge_length_avg': 157.9367407597537, 'street_length_total': 154389.18499999985, 'street_length_avg': 155.94867171717158, 'street_segments_count': 990, 'node_density_km': 35.71940709626046, 'intersection_density_km': 28.81565614488239, 'edge_density_km': 15391.401018064946, 'street_density_km': 7723.655672653871, 'circuity_avg': 1.050753749523415, 'self_loop_proportion': 0.005646817248459959, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050753749523415\n", - "1950\n", - "17999785.196403265\n", - "{'n': 1081, 'm': 2680, 'k_avg': 4.958371877890841, 'intersection_count': 868, 'streets_per_node_avg': 2.72895467160037, 'streets_per_node_counts': {0: 0, 1: 213, 2: 2, 3: 736, 4: 125, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19703977798334876, 2: 0.0018501387604070306, 3: 0.6808510638297872, 4: 0.11563367252543941, 5: 0.004625346901017576}, 'edge_length_total': 239724.34500000015, 'edge_length_avg': 89.44938246268663, 'street_length_total': 126607.95200000002, 'street_length_avg': 86.83672976680386, 'street_segments_count': 1458, 'node_density_km': 60.0562722390713, 'intersection_density_km': 48.22279769057714, 'edge_density_km': 13318.178099586548, 'street_density_km': 7033.85904990127, 'circuity_avg': 1.0790024808993222, 'self_loop_proportion': 0.005970149253731343, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0790024808993222\n", - "1951\n", - "11995935.560290808\n", - "{'n': 764, 'm': 1884, 'k_avg': 4.9319371727748695, 'intersection_count': 562, 'streets_per_node_avg': 2.5575916230366493, 'streets_per_node_counts': {0: 0, 1: 202, 2: 1, 3: 494, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2643979057591623, 2: 0.0013089005235602095, 3: 0.6465968586387435, 4: 0.08769633507853403}, 'edge_length_total': 181601.18900000054, 'edge_length_avg': 96.39128927813192, 'street_length_total': 91622.95600000003, 'street_length_avg': 95.44057916666671, 'street_segments_count': 960, 'node_density_km': 63.6882380836563, 'intersection_density_km': 46.84920131284665, 'edge_density_km': 15138.559896998822, 'street_density_km': 7637.833292743937, 'circuity_avg': 1.0639410342485338, 'self_loop_proportion': 0.0074309978768577496, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639410342485338\n", - "1952\n", - "8994501.902126068\n", - "{'n': 255, 'm': 719, 'k_avg': 5.63921568627451, 'intersection_count': 214, 'streets_per_node_avg': 2.9176470588235293, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 154, 4: 59, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1607843137254902, 2: 0.0, 3: 0.6039215686274509, 4: 0.23137254901960785, 5: 0.00392156862745098}, 'edge_length_total': 108203.18599999999, 'edge_length_avg': 150.4912183588317, 'street_length_total': 54160.84199999996, 'street_length_avg': 149.615585635359, 'street_segments_count': 362, 'node_density_km': 28.350652740395173, 'intersection_density_km': 23.792312495861047, 'edge_density_km': 12029.925300746621, 'street_density_km': 6021.54989674278, 'circuity_avg': 1.0347243217333124, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0347243217333124\n", - "1953\n", - "49028673.603640884\n", - "{'n': 5866, 'm': 15102, 'k_avg': 5.148994203886805, 'intersection_count': 5067, 'streets_per_node_avg': 2.889021479713604, 'streets_per_node_counts': {0: 0, 1: 799, 2: 10, 3: 4129, 4: 902, 5: 23, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13620866007500854, 2: 0.0017047391749062393, 3: 0.7038868053187862, 4: 0.1537674735765428, 5: 0.003920900102284351, 6: 0.0005114217524718718}, 'edge_length_total': 1163623.6640000008, 'edge_length_avg': 77.05096437557944, 'street_length_total': 638872.4389999994, 'street_length_avg': 76.00195562693308, 'street_segments_count': 8406, 'node_density_km': 119.64427280701285, 'intersection_density_km': 103.34768672232086, 'edge_density_km': 23733.5334299884, 'street_density_km': 13030.587858949473, 'circuity_avg': 1.0836374079661892, 'self_loop_proportion': 0.0031783869686134287, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0836374079661892\n", - "1954\n", - "7998502.500669216\n", - "{'n': 212, 'm': 654, 'k_avg': 6.169811320754717, 'intersection_count': 201, 'streets_per_node_avg': 3.2122641509433962, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 134, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05188679245283019, 2: 0.0, 3: 0.6320754716981132, 4: 0.3160377358490566}, 'edge_length_total': 97963.30999999997, 'edge_length_avg': 149.790993883792, 'street_length_total': 48981.65500000002, 'street_length_avg': 149.7909938837921, 'street_segments_count': 327, 'node_density_km': 26.50496139524398, 'intersection_density_km': 25.12970396435868, 'edge_density_km': 12247.706366510933, 'street_density_km': 6123.853183255471, 'circuity_avg': 1.0265804292851994, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0265804292851994\n", - "1955\n", - "13002856.58733699\n", - "{'n': 421, 'm': 1116, 'k_avg': 5.30166270783848, 'intersection_count': 361, 'streets_per_node_avg': 2.8598574821852734, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 302, 4: 58, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14251781472684086, 2: 0.0, 3: 0.7173396674584323, 4: 0.1377672209026128, 5: 0.0, 6: 0.0023752969121140144}, 'edge_length_total': 146748.57099999985, 'edge_length_avg': 131.49513530465936, 'street_length_total': 74485.78699999991, 'street_length_avg': 127.54415582191766, 'street_segments_count': 584, 'node_density_km': 32.377500833931876, 'intersection_density_km': 27.76313016876344, 'edge_density_km': 11285.871686296454, 'street_density_km': 5728.417175079738, 'circuity_avg': 1.049590305942203, 'self_loop_proportion': 0.005376344086021506, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049590305942203\n", - "1956\n", - "3997619.5479631973\n", - "{'n': 262, 'm': 695, 'k_avg': 5.305343511450381, 'intersection_count': 227, 'streets_per_node_avg': 2.9236641221374047, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 179, 4: 46, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13358778625954199, 2: 0.0, 3: 0.683206106870229, 4: 0.17557251908396945, 5: 0.007633587786259542}, 'edge_length_total': 73474.87400000011, 'edge_length_avg': 105.71924316546779, 'street_length_total': 37300.12000000002, 'street_length_avg': 102.19210958904114, 'street_segments_count': 365, 'node_density_km': 65.53900311336281, 'intersection_density_km': 56.78379277379144, 'edge_density_km': 18379.656472671555, 'street_density_km': 9330.582751178654, 'circuity_avg': 1.0497470797707995, 'self_loop_proportion': 0.0057553956834532375, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0497470797707995\n", - "1957\n", - "13993099.310699087\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 473, 'm': 1357, 'k_avg': 5.73784355179704, 'intersection_count': 417, 'streets_per_node_avg': 3.06553911205074, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 274, 4: 143}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11839323467230443, 2: 0.0, 3: 0.5792811839323467, 4: 0.3023255813953488}, 'edge_length_total': 214195.21000000022, 'edge_length_avg': 157.84466470154769, 'street_length_total': 107624.37100000007, 'street_length_avg': 156.20373149492028, 'street_segments_count': 689, 'node_density_km': 33.80237569230609, 'intersection_density_km': 29.8004030944855, 'edge_density_km': 15307.202875079085, 'street_density_km': 7691.246135708532, 'circuity_avg': 1.018112867356492, 'self_loop_proportion': 0.0029476787030213707, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.018112867356492\n", - "1958\n", - "4997957.585975267\n", - "{'n': 97, 'm': 246, 'k_avg': 5.072164948453608, 'intersection_count': 73, 'streets_per_node_avg': 2.597938144329897, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 65, 4: 7, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24742268041237114, 2: 0.0, 3: 0.6701030927835051, 4: 0.07216494845360824, 5: 0.010309278350515464}, 'edge_length_total': 43648.056000000004, 'edge_length_avg': 177.43112195121952, 'street_length_total': 21824.028000000002, 'street_length_avg': 177.43112195121952, 'street_segments_count': 123, 'node_density_km': 19.4079278047879, 'intersection_density_km': 14.605966286077493, 'edge_density_km': 8733.17855327154, 'street_density_km': 4366.58927663577, 'circuity_avg': 1.0780452219444876, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0780452219444876\n", - "1959\n", - "6004027.629501592\n", - "{'n': 290, 'm': 751, 'k_avg': 5.179310344827586, 'intersection_count': 248, 'streets_per_node_avg': 2.8551724137931034, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 206, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14482758620689656, 2: 0.0, 3: 0.7103448275862069, 4: 0.14482758620689656}, 'edge_length_total': 74197.65800000001, 'edge_length_avg': 98.79847936085221, 'street_length_total': 38252.959000000024, 'street_length_avg': 96.11296231155785, 'street_segments_count': 398, 'node_density_km': 48.300910304783784, 'intersection_density_km': 41.30560605374613, 'edge_density_km': 12357.980772010425, 'street_density_km': 6371.216350177837, 'circuity_avg': 1.0546199845970714, 'self_loop_proportion': 0.010652463382157125, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0546199845970714\n", - "1960\n", - "10993022.84911652\n", - "{'n': 242, 'm': 591, 'k_avg': 4.884297520661157, 'intersection_count': 194, 'streets_per_node_avg': 2.677685950413223, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 176, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19834710743801653, 2: 0.0, 3: 0.7272727272727273, 4: 0.0743801652892562}, 'edge_length_total': 77522.13799999999, 'edge_length_avg': 131.17113028764803, 'street_length_total': 39284.526999999944, 'street_length_avg': 126.3168070739548, 'street_segments_count': 311, 'node_density_km': 22.013963158409055, 'intersection_density_km': 17.64755724269156, 'edge_density_km': 7051.940040880589, 'street_density_km': 3573.5873143534072, 'circuity_avg': 1.0837969514370898, 'self_loop_proportion': 0.00338409475465313, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0837969514370898\n", - "1961\n", - "4997454.410294218\n", - "{'n': 189, 'm': 590, 'k_avg': 6.243386243386244, 'intersection_count': 167, 'streets_per_node_avg': 3.2116402116402116, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 83, 4: 84}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1164021164021164, 2: 0.0, 3: 0.43915343915343913, 4: 0.4444444444444444}, 'edge_length_total': 71469.84000000001, 'edge_length_avg': 121.13532203389832, 'street_length_total': 35734.92, 'street_length_avg': 121.1353220338983, 'street_segments_count': 295, 'node_density_km': 37.819254460967244, 'intersection_density_km': 33.417013200960476, 'edge_density_km': 14301.249022458282, 'street_density_km': 7150.62451122914, 'circuity_avg': 1.0208751869273558, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0208751869273558\n", - "1962\n", - "26996639.148766056\n", - "{'n': 1445, 'm': 3731, 'k_avg': 5.1640138408304495, 'intersection_count': 1164, 'streets_per_node_avg': 2.7570934256055364, 'streets_per_node_counts': {0: 0, 1: 281, 2: 1, 3: 955, 4: 205, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1944636678200692, 2: 0.0006920415224913495, 3: 0.6608996539792388, 4: 0.14186851211072665, 5: 0.001384083044982699, 6: 0.0006920415224913495}, 'edge_length_total': 424997.8300000001, 'edge_length_avg': 113.90989815062987, 'street_length_total': 219725.7000000001, 'street_length_avg': 111.99067278287467, 'street_segments_count': 1962, 'node_density_km': 53.52518111744465, 'intersection_density_km': 43.11647807661285, 'edge_density_km': 15742.619948284399, 'street_density_km': 8139.001999070805, 'circuity_avg': 1.0471764635067253, 'self_loop_proportion': 0.002680246582685607, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0471764635067253\n", - "1963\n", - "25997595.972161215\n", - "{'n': 1327, 'm': 3296, 'k_avg': 4.967596081386587, 'intersection_count': 1033, 'streets_per_node_avg': 2.640542577241899, 'streets_per_node_counts': {0: 0, 1: 294, 2: 1, 3: 922, 4: 108, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2215523737754333, 2: 0.0007535795026375283, 3: 0.694800301431801, 4: 0.08138658628485305, 5: 0.0015071590052750565}, 'edge_length_total': 341833.29700000037, 'edge_length_avg': 103.71155855582535, 'street_length_total': 175528.3059999999, 'street_length_avg': 101.46144855491323, 'street_segments_count': 1730, 'node_density_km': 51.04318112416934, 'intersection_density_km': 39.73444318106023, 'edge_density_km': 13148.650258510164, 'street_density_km': 6751.712973305662, 'circuity_avg': 1.0921522065729208, 'self_loop_proportion': 0.0036407766990291263, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0921522065729208\n", - "1964\n", - "4000586.3831861387\n", - "{'n': 238, 'm': 609, 'k_avg': 5.117647058823529, 'intersection_count': 187, 'streets_per_node_avg': 2.69327731092437, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 160, 4: 25, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21428571428571427, 2: 0.0, 3: 0.6722689075630253, 4: 0.10504201680672269, 5: 0.008403361344537815}, 'edge_length_total': 48524.52900000002, 'edge_length_avg': 79.67902955665028, 'street_length_total': 24604.818999999985, 'street_length_avg': 77.86335126582274, 'street_segments_count': 316, 'node_density_km': 59.49127882859325, 'intersection_density_km': 46.74314765103755, 'edge_density_km': 12129.35413766874, 'street_density_km': 6150.3031414120505, 'circuity_avg': 1.1033495468337555, 'self_loop_proportion': 0.026272577996715927, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1033495468337555\n", - "1965\n", - "5001824.535805476\n", - "{'n': 270, 'm': 712, 'k_avg': 5.274074074074074, 'intersection_count': 227, 'streets_per_node_avg': 2.7814814814814817, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 201, 4: 25, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15925925925925927, 2: 0.0, 3: 0.7444444444444445, 4: 0.09259259259259259, 5: 0.003703703703703704}, 'edge_length_total': 84090.00700000001, 'edge_length_avg': 118.10394241573036, 'street_length_total': 42609.040999999976, 'street_length_avg': 117.05780494505488, 'street_segments_count': 364, 'node_density_km': 53.98030220116871, 'intersection_density_km': 45.38343925801962, 'edge_density_km': 16811.86662947553, 'street_density_km': 8518.699665488839, 'circuity_avg': 1.0588256693799856, 'self_loop_proportion': 0.0028089887640449437, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0588256693799856\n", - "1966\n", - "17995539.363780916\n", - "{'n': 393, 'm': 1183, 'k_avg': 6.020356234096692, 'intersection_count': 354, 'streets_per_node_avg': 3.1857506361323153, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 208, 4: 141, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09923664122137404, 2: 0.0, 3: 0.5292620865139949, 4: 0.35877862595419846, 5: 0.01272264631043257}, 'edge_length_total': 196296.20100000038, 'edge_length_avg': 165.93085460693186, 'street_length_total': 100335.36799999986, 'street_length_avg': 165.29714662273452, 'street_segments_count': 607, 'node_density_km': 21.83874526100503, 'intersection_density_km': 19.67154153281369, 'edge_density_km': 10908.047657358904, 'street_density_km': 5575.568810232043, 'circuity_avg': 1.0294706619834488, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0294706619834488\n", - "1967\n", - "463778617.40185434\n", - "error with entry 1967\n", - "1968\n", - "6996811.025218848\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 138, 'm': 384, 'k_avg': 5.565217391304348, 'intersection_count': 122, 'streets_per_node_avg': 2.971014492753623, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 95, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11594202898550725, 2: 0.0, 3: 0.6884057971014492, 4: 0.18840579710144928, 5: 0.007246376811594203}, 'edge_length_total': 74146.80799999986, 'edge_length_avg': 193.09064583333296, 'street_length_total': 37073.40399999999, 'street_length_avg': 193.09064583333327, 'street_segments_count': 192, 'node_density_km': 19.723271001975302, 'intersection_density_km': 17.43651494377527, 'edge_density_km': 10597.228899387157, 'street_density_km': 5298.614449693587, 'circuity_avg': 1.0344547009715843, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0344547009715843\n", - "1969\n", - "7995818.053974781\n", - "{'n': 550, 'm': 1460, 'k_avg': 5.3090909090909095, 'intersection_count': 446, 'streets_per_node_avg': 2.7436363636363637, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 383, 4: 59, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1890909090909091, 2: 0.0, 3: 0.6963636363636364, 4: 0.10727272727272727, 5: 0.007272727272727273}, 'edge_length_total': 148154.26399999997, 'edge_length_avg': 101.47552328767121, 'street_length_total': 74077.13200000001, 'street_length_avg': 101.47552328767125, 'street_segments_count': 730, 'node_density_km': 68.78595739513993, 'intersection_density_km': 55.77915817860438, 'edge_density_km': 18528.968893476933, 'street_density_km': 9264.48444673847, 'circuity_avg': 1.0659939838200383, 'self_loop_proportion': 0.0027397260273972603, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0659939838200383\n", - "1970\n", - "5998474.209858632\n", - "{'n': 161, 'm': 460, 'k_avg': 5.714285714285714, 'intersection_count': 141, 'streets_per_node_avg': 3.0434782608695654, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 94, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12422360248447205, 2: 0.0, 3: 0.5838509316770186, 4: 0.2919254658385093}, 'edge_length_total': 80025.14200000002, 'edge_length_avg': 173.96770000000004, 'street_length_total': 40012.57099999998, 'street_length_avg': 173.96769999999992, 'street_segments_count': 230, 'node_density_km': 26.840158741600117, 'intersection_density_km': 23.505977531463454, 'edge_density_km': 13340.916239745908, 'street_density_km': 6670.458119872949, 'circuity_avg': 1.0210179995893232, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0210179995893232\n", - "1971\n", - "4997505.393812452\n", - "{'n': 224, 'm': 700, 'k_avg': 6.25, 'intersection_count': 209, 'streets_per_node_avg': 3.3348214285714284, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 104, 4: 105}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06696428571428571, 2: 0.0, 3: 0.4642857142857143, 4: 0.46875}, 'edge_length_total': 99351.53099999993, 'edge_length_avg': 141.93075857142847, 'street_length_total': 49839.643000000055, 'street_length_avg': 141.18879036827212, 'street_segments_count': 353, 'node_density_km': 44.82236282873061, 'intersection_density_km': 41.820865317878116, 'edge_density_km': 19880.224866392295, 'street_density_km': 9972.904293751813, 'circuity_avg': 1.025192784026006, 'self_loop_proportion': 0.002857142857142857, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025192784026006\n", - "1972\n", - "7003940.428228217\n", - "{'n': 286, 'm': 691, 'k_avg': 4.8321678321678325, 'intersection_count': 224, 'streets_per_node_avg': 2.625874125874126, 'streets_per_node_counts': {0: 0, 1: 62, 2: 2, 3: 203, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21678321678321677, 2: 0.006993006993006993, 3: 0.7097902097902098, 4: 0.06643356643356643}, 'edge_length_total': 80807.43699999986, 'edge_length_avg': 116.94274529667129, 'street_length_total': 41490.816999999995, 'street_length_avg': 114.29977134986224, 'street_segments_count': 363, 'node_density_km': 40.834156562400864, 'intersection_density_km': 31.981996748174105, 'edge_density_km': 11537.424943581604, 'street_density_km': 5923.924885594137, 'circuity_avg': 1.0871304216439723, 'self_loop_proportion': 0.002894356005788712, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0871304216439723\n", - "1973\n", - "8003563.660601606\n", - "{'n': 454, 'm': 1204, 'k_avg': 5.3039647577092515, 'intersection_count': 368, 'streets_per_node_avg': 2.8215859030837005, 'streets_per_node_counts': {0: 0, 1: 86, 2: 1, 3: 276, 4: 90, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1894273127753304, 2: 0.0022026431718061676, 3: 0.6079295154185022, 4: 0.19823788546255505, 5: 0.0022026431718061676}, 'edge_length_total': 128934.51800000016, 'edge_length_avg': 107.0884700996679, 'street_length_total': 65364.99099999998, 'street_length_avg': 104.91972873194219, 'street_segments_count': 623, 'node_density_km': 56.72473153863489, 'intersection_density_km': 45.97951807536925, 'edge_density_km': 16109.638589456601, 'street_density_km': 8166.9858292957815, 'circuity_avg': 1.0505163864342784, 'self_loop_proportion': 0.0033222591362126247, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0505163864342784\n", - "1974\n", - "88942986.02866626\n", - "{'n': 11932, 'm': 30653, 'k_avg': 5.137948374120014, 'intersection_count': 10458, 'streets_per_node_avg': 2.9710023466309083, 'streets_per_node_counts': {0: 0, 1: 1474, 2: 54, 3: 7813, 4: 2530, 5: 57, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12353335568219913, 2: 0.004525645323499832, 3: 0.6547938317130405, 4: 0.2120348642306403, 5: 0.004777070063694267, 6: 0.00033523298692591353}, 'edge_length_total': 2185748.0889999694, 'edge_length_avg': 71.30617195706682, 'street_length_total': 1226747.7989999857, 'street_length_avg': 69.59876313400576, 'street_segments_count': 17626, 'node_density_km': 134.1533552308928, 'intersection_density_km': 117.58094108319452, 'edge_density_km': 24574.7100091232, 'street_density_km': 13792.518710858278, 'circuity_avg': 1.0525878752145073, 'self_loop_proportion': 0.0026751052099305123, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0525878752145073\n", - "1975\n", - "7997944.01139446\n", - "{'n': 489, 'm': 1238, 'k_avg': 5.063394683026585, 'intersection_count': 413, 'streets_per_node_avg': 2.8466257668711656, 'streets_per_node_counts': {0: 0, 1: 76, 2: 1, 3: 335, 4: 76, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1554192229038855, 2: 0.002044989775051125, 3: 0.6850715746421268, 4: 0.1554192229038855, 5: 0.002044989775051125}, 'edge_length_total': 119760.16299999999, 'edge_length_avg': 96.73680371567042, 'street_length_total': 63768.62799999997, 'street_length_avg': 92.95718367346934, 'street_segments_count': 686, 'node_density_km': 61.1407130761774, 'intersection_density_km': 51.63827096208848, 'edge_density_km': 14973.868637912548, 'street_density_km': 7973.127582432496, 'circuity_avg': 1.0640629999775864, 'self_loop_proportion': 0.0016155088852988692, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0640629999775864\n", - "1976\n", - "25983808.65786836\n", - "{'n': 1470, 'm': 3760, 'k_avg': 5.115646258503402, 'intersection_count': 1242, 'streets_per_node_avg': 2.8095238095238093, 'streets_per_node_counts': {0: 0, 1: 228, 2: 3, 3: 1063, 4: 173, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15510204081632653, 2: 0.0020408163265306124, 3: 0.7231292517006803, 4: 0.11768707482993197, 5: 0.0020408163265306124}, 'edge_length_total': 375158.6309999992, 'edge_length_avg': 99.77623164893595, 'street_length_total': 196459.63900000023, 'street_length_avg': 96.30374460784324, 'street_segments_count': 2040, 'node_density_km': 56.57369246193467, 'intersection_density_km': 47.798997304573376, 'edge_density_km': 14438.169397710466, 'street_density_km': 7560.848433992326, 'circuity_avg': 1.0555788330296367, 'self_loop_proportion': 0.005319148936170213, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0555788330296367\n", - "1977\n", - "8994506.62918536\n", - "{'n': 392, 'm': 973, 'k_avg': 4.964285714285714, 'intersection_count': 306, 'streets_per_node_avg': 2.63265306122449, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 278, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2193877551020408, 2: 0.0, 3: 0.7091836734693877, 4: 0.07142857142857142}, 'edge_length_total': 104256.41499999996, 'edge_length_avg': 107.14945015416235, 'street_length_total': 52590.57199999996, 'street_length_avg': 105.39192785571133, 'street_segments_count': 499, 'node_density_km': 43.58215699436355, 'intersection_density_km': 34.02076540886542, 'edge_density_km': 11591.121036223258, 'street_density_km': 5846.965727875964, 'circuity_avg': 1.0743175720324285, 'self_loop_proportion': 0.0041109969167523125, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0743175720324285\n", - "1978\n", - "14994681.51087808\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 952, 'm': 2395, 'k_avg': 5.031512605042017, 'intersection_count': 735, 'streets_per_node_avg': 2.680672268907563, 'streets_per_node_counts': {0: 0, 1: 217, 2: 0, 3: 607, 4: 126, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22794117647058823, 2: 0.0, 3: 0.6376050420168067, 4: 0.1323529411764706, 5: 0.0021008403361344537}, 'edge_length_total': 243801.9580000005, 'edge_length_avg': 101.79622463465574, 'street_length_total': 123250.66100000005, 'street_length_avg': 99.39569435483875, 'street_segments_count': 1240, 'node_density_km': 63.48917776675414, 'intersection_density_km': 49.017379893449885, 'edge_density_km': 16259.228835446174, 'street_density_km': 8219.625132456886, 'circuity_avg': 1.101337023044881, 'self_loop_proportion': 0.003340292275574113, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.101337023044881\n", - "1979\n", - "11995893.584390255\n", - "{'n': 479, 'm': 1291, 'k_avg': 5.390396659707725, 'intersection_count': 396, 'streets_per_node_avg': 2.7828810020876826, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 336, 4: 58, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1732776617954071, 2: 0.0, 3: 0.7014613778705637, 4: 0.12108559498956159, 5: 0.0041753653444676405}, 'edge_length_total': 181736.70299999983, 'edge_length_avg': 140.77203950426014, 'street_length_total': 91057.35500000008, 'street_length_avg': 139.65851993865044, 'street_segments_count': 652, 'node_density_km': 39.93033087783492, 'intersection_density_km': 33.01129650860674, 'edge_density_km': 15149.909568761603, 'street_density_km': 7590.710467662796, 'circuity_avg': 1.0549748585415346, 'self_loop_proportion': 0.001549186676994578, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0549748585415346\n", - "1980\n", - "29989196.736886002\n", - "{'n': 1208, 'm': 3426, 'k_avg': 5.672185430463577, 'intersection_count': 1066, 'streets_per_node_avg': 2.94205298013245, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 858, 4: 202, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11754966887417219, 2: 0.0, 3: 0.7102649006622517, 4: 0.1672185430463576, 5: 0.004966887417218543}, 'edge_length_total': 444489.7369999986, 'edge_length_avg': 129.74014506713328, 'street_length_total': 223250.57599999997, 'street_length_avg': 128.60056221198155, 'street_segments_count': 1736, 'node_density_km': 40.281172270085804, 'intersection_density_km': 35.54613380787373, 'edge_density_km': 14821.66197713748, 'street_density_km': 7444.366648387319, 'circuity_avg': 1.0488077290358786, 'self_loop_proportion': 0.0011675423234092236, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0488077290358786\n", - "1981\n", - "21987790.338648524\n", - "{'n': 874, 'm': 2139, 'k_avg': 4.894736842105263, 'intersection_count': 757, 'streets_per_node_avg': 2.8260869565217392, 'streets_per_node_counts': {0: 0, 1: 117, 2: 2, 3: 675, 4: 76, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13386727688787187, 2: 0.002288329519450801, 3: 0.7723112128146453, 4: 0.08695652173913043, 5: 0.004576659038901602}, 'edge_length_total': 257971.48900000023, 'edge_length_avg': 120.60378167367939, 'street_length_total': 139568.6600000001, 'street_length_avg': 115.0607254740314, 'street_segments_count': 1213, 'node_density_km': 39.749332995219035, 'intersection_density_km': 34.42819802903983, 'edge_density_km': 11732.488123036033, 'street_density_km': 6347.552794092117, 'circuity_avg': 1.0590571155122017, 'self_loop_proportion': 0.0023375409069658717, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0590571155122017\n", - "1982\n", - "6002793.512252254\n", - "{'n': 222, 'm': 576, 'k_avg': 5.1891891891891895, 'intersection_count': 185, 'streets_per_node_avg': 2.72972972972973, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 173, 4: 10, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.7792792792792793, 4: 0.04504504504504504, 5: 0.009009009009009009}, 'edge_length_total': 67609.86200000005, 'edge_length_avg': 117.37823263888897, 'street_length_total': 33977.41900000004, 'street_length_avg': 115.56945238095251, 'street_segments_count': 294, 'node_density_km': 36.98278135785906, 'intersection_density_km': 30.81898446488255, 'edge_density_km': 11263.066414328945, 'street_density_km': 5660.2678287449, 'circuity_avg': 1.0639687216962321, 'self_loop_proportion': 0.006944444444444444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639687216962321\n", - "1983\n", - "11999352.258343065\n", - "{'n': 578, 'm': 1605, 'k_avg': 5.553633217993079, 'intersection_count': 497, 'streets_per_node_avg': 2.906574394463668, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 390, 4: 106, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14013840830449828, 2: 0.0, 3: 0.6747404844290658, 4: 0.18339100346020762, 5: 0.0017301038062283738}, 'edge_length_total': 177139.70800000013, 'edge_length_avg': 110.36741931464182, 'street_length_total': 90005.60299999996, 'street_length_avg': 109.62923629719849, 'street_segments_count': 821, 'node_density_km': 48.16926677005592, 'intersection_density_km': 41.41890239570552, 'edge_density_km': 14762.439187234973, 'street_density_km': 7500.871802260802, 'circuity_avg': 1.0286853411825774, 'self_loop_proportion': 0.0012461059190031153, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0286853411825774\n", - "1984\n", - "8995339.86451554\n", - "{'n': 176, 'm': 409, 'k_avg': 4.6477272727272725, 'intersection_count': 130, 'streets_per_node_avg': 2.5170454545454546, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 123, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26136363636363635, 2: 0.0, 3: 0.6988636363636364, 4: 0.03977272727272727}, 'edge_length_total': 80890.03799999997, 'edge_length_avg': 197.77515403422976, 'street_length_total': 40758.923, 'street_length_avg': 195.01877033492823, 'street_segments_count': 209, 'node_density_km': 19.565686527785108, 'intersection_density_km': 14.451927548932181, 'edge_density_km': 8992.438220049004, 'street_density_km': 4531.115401296196, 'circuity_avg': 1.0826076430350995, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0826076430350995\n", - "1985\n", - "7997811.189213668\n", - "{'n': 196, 'm': 513, 'k_avg': 5.23469387755102, 'intersection_count': 167, 'streets_per_node_avg': 2.9081632653061225, 'streets_per_node_counts': {0: 0, 1: 29, 2: 2, 3: 124, 4: 40, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14795918367346939, 2: 0.01020408163265306, 3: 0.6326530612244898, 4: 0.20408163265306123, 5: 0.00510204081632653}, 'edge_length_total': 90261.6670000001, 'edge_length_avg': 175.94866861598462, 'street_length_total': 48199.51800000001, 'street_length_avg': 178.51673333333338, 'street_segments_count': 270, 'node_density_km': 24.506705067548662, 'intersection_density_km': 20.880712991227686, 'edge_density_km': 11285.796184052513, 'street_density_km': 6026.588632775527, 'circuity_avg': 1.0295913343741023, 'self_loop_proportion': 0.003898635477582846, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0295913343741023\n", - "1986\n", - "12004302.961336287\n", - "{'n': 847, 'm': 2164, 'k_avg': 5.109799291617473, 'intersection_count': 722, 'streets_per_node_avg': 2.905548996458087, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 553, 4: 168, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14757969303423848, 2: 0.0, 3: 0.6528925619834711, 4: 0.19834710743801653, 5: 0.0011806375442739079}, 'edge_length_total': 186909.30699999983, 'edge_length_avg': 86.37213817005538, 'street_length_total': 98409.60000000014, 'street_length_avg': 82.07639699749802, 'street_segments_count': 1199, 'node_density_km': 70.5580326261371, 'intersection_density_km': 60.14509983007201, 'edge_density_km': 15570.192422000786, 'street_density_km': 8197.860410301195, 'circuity_avg': 1.0659086275474834, 'self_loop_proportion': 0.005545286506469501, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0659086275474834\n", - "1987\n", - "9995705.982944734\n", - "{'n': 263, 'm': 621, 'k_avg': 4.722433460076045, 'intersection_count': 199, 'streets_per_node_avg': 2.547528517110266, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 190, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24334600760456274, 2: 0.0, 3: 0.7224334600760456, 4: 0.034220532319391636}, 'edge_length_total': 81871.80999999997, 'edge_length_avg': 131.8386634460547, 'street_length_total': 41087.778000000006, 'street_length_avg': 128.80181191222573, 'street_segments_count': 319, 'node_density_km': 26.31129811628575, 'intersection_density_km': 19.908548764794162, 'edge_density_km': 8190.698099733476, 'street_density_km': 4110.542874120788, 'circuity_avg': 1.0417917025861554, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0417917025861554\n", - "1988\n", - "9995483.83422916\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 101, 'm': 248, 'k_avg': 4.910891089108911, 'intersection_count': 77, 'streets_per_node_avg': 2.5841584158415842, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 71, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2376237623762376, 2: 0.0, 3: 0.7029702970297029, 4: 0.0594059405940594}, 'edge_length_total': 43297.45399999998, 'edge_length_avg': 174.58650806451607, 'street_length_total': 21648.726999999995, 'street_length_avg': 174.5865080645161, 'street_segments_count': 124, 'node_density_km': 10.104563388330366, 'intersection_density_km': 7.70347901882612, 'edge_density_km': 4331.701668280376, 'street_density_km': 2165.8508341401885, 'circuity_avg': 1.065283115888931, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065283115888931\n", - "1989\n", - "91967561.01537183\n", - "{'n': 9651, 'm': 24997, 'k_avg': 5.1801885814941455, 'intersection_count': 8298, 'streets_per_node_avg': 2.879079888094498, 'streets_per_node_counts': {0: 0, 1: 1353, 2: 25, 3: 6772, 4: 1446, 5: 48, 6: 6, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14019272614236866, 2: 0.0025904051393637966, 3: 0.7016889441508652, 4: 0.149829033260802, 5: 0.004973577867578489, 6: 0.0006216972334473111, 7: 0.00010361620557455187}, 'edge_length_total': 1814673.0130000047, 'edge_length_avg': 72.59563199583968, 'street_length_total': 989975.4999999987, 'street_length_avg': 71.57656713180528, 'street_segments_count': 13831, 'node_density_km': 104.93917522056384, 'intersection_density_km': 90.22746616726128, 'edge_density_km': 19731.664001578698, 'street_density_km': 10764.398762673833, 'circuity_avg': 1.0715931106398118, 'self_loop_proportion': 0.0024002880345641475, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0715931106398118\n", - "1990\n", - "11992163.375257673\n", - "{'n': 204, 'm': 576, 'k_avg': 5.647058823529412, 'intersection_count': 180, 'streets_per_node_avg': 2.9558823529411766, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 141, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11764705882352941, 2: 0.0, 3: 0.6911764705882353, 4: 0.19117647058823528}, 'edge_length_total': 129167.34799999994, 'edge_length_avg': 224.24886805555545, 'street_length_total': 64583.67399999999, 'street_length_avg': 224.24886805555553, 'street_segments_count': 288, 'node_density_km': 17.011109139898345, 'intersection_density_km': 15.009802182263245, 'edge_density_km': 10770.979677153084, 'street_density_km': 5385.489838576544, 'circuity_avg': 1.0254902115037188, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0254902115037188\n", - "1991\n", - "27981405.171342097\n", - "{'n': 2623, 'm': 7711, 'k_avg': 5.879527258863896, 'intersection_count': 2309, 'streets_per_node_avg': 3.017155928326344, 'streets_per_node_counts': {0: 0, 1: 314, 2: 0, 3: 1648, 4: 650, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11971025543271063, 2: 0.0, 3: 0.6282882195958825, 4: 0.24780785360274496, 5: 0.003812428516965307, 6: 0.0003812428516965307}, 'edge_length_total': 544927.5809999998, 'edge_length_avg': 70.66886019971466, 'street_length_total': 277760.83999999997, 'street_length_avg': 70.62314772438341, 'street_segments_count': 3933, 'node_density_km': 93.74082480626868, 'intersection_density_km': 82.51908672423728, 'edge_density_km': 19474.632444767354, 'street_density_km': 9926.622280016021, 'circuity_avg': 1.0474571269549455, 'self_loop_proportion': 0.0025936973155232784, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0474571269549455\n", - "1992\n", - "9000458.492601654\n", - "{'n': 317, 'm': 819, 'k_avg': 5.167192429022082, 'intersection_count': 268, 'streets_per_node_avg': 2.807570977917981, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 231, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15457413249211358, 2: 0.0, 3: 0.7287066246056783, 4: 0.1167192429022082}, 'edge_length_total': 111424.36600000004, 'edge_length_avg': 136.04928693528697, 'street_length_total': 56637.424, 'street_length_avg': 129.90234862385321, 'street_segments_count': 436, 'node_density_km': 35.22042796603894, 'intersection_density_km': 29.7762608671875, 'edge_density_km': 12379.854436481262, 'street_density_km': 6292.726536826515, 'circuity_avg': 1.0428457578206674, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0428457578206674\n", - "1993\n", - "12995485.898746101\n", - "{'n': 651, 'm': 1685, 'k_avg': 5.1766513056835635, 'intersection_count': 508, 'streets_per_node_avg': 2.6712749615975424, 'streets_per_node_counts': {0: 0, 1: 143, 2: 1, 3: 434, 4: 73}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2196620583717358, 2: 0.0015360983102918587, 3: 0.6666666666666666, 4: 0.11213517665130568}, 'edge_length_total': 207300.972, 'edge_length_avg': 123.02728308605342, 'street_length_total': 104008.36900000014, 'street_length_avg': 122.79618536009461, 'street_segments_count': 847, 'node_density_km': 50.09431775558413, 'intersection_density_km': 39.090496804664724, 'edge_density_km': 15951.7676841927, 'street_density_km': 8003.422866245856, 'circuity_avg': 1.0339397033427007, 'self_loop_proportion': 0.002373887240356083, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0339397033427007\n", - "1994\n", - "18989973.23192183\n", - "{'n': 748, 'm': 2111, 'k_avg': 5.644385026737968, 'intersection_count': 659, 'streets_per_node_avg': 3.0267379679144386, 'streets_per_node_counts': {0: 0, 1: 89, 2: 4, 3: 454, 4: 200, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11898395721925134, 2: 0.0053475935828877, 3: 0.606951871657754, 4: 0.26737967914438504, 5: 0.001336898395721925}, 'edge_length_total': 262593.3360000002, 'edge_length_avg': 124.39286404547616, 'street_length_total': 138978.7, 'street_length_avg': 125.43203971119135, 'street_segments_count': 1108, 'node_density_km': 39.38920770791948, 'intersection_density_km': 34.702523903100186, 'edge_density_km': 13827.999270614302, 'street_density_km': 7318.530589942018, 'circuity_avg': 1.0371049394707665, 'self_loop_proportion': 0.0018948365703458077, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0371049394707665\n", - "1995\n", - "4999270.886143854\n", - "{'n': 313, 'm': 697, 'k_avg': 4.453674121405751, 'intersection_count': 235, 'streets_per_node_avg': 2.5654952076677318, 'streets_per_node_counts': {0: 0, 1: 78, 2: 3, 3: 209, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24920127795527156, 2: 0.009584664536741214, 3: 0.6677316293929713, 4: 0.07348242811501597}, 'edge_length_total': 63001.89999999998, 'edge_length_avg': 90.39010043041604, 'street_length_total': 33747.576, 'street_length_avg': 85.43690126582278, 'street_segments_count': 395, 'node_density_km': 62.60912983681706, 'intersection_density_km': 47.00685466981473, 'edge_density_km': 12602.217690307232, 'street_density_km': 6750.499576555436, 'circuity_avg': 1.0811593547995197, 'self_loop_proportion': 0.00860832137733142, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0811593547995197\n", - "1996\n", - "10994082.495060675\n", - "{'n': 337, 'm': 974, 'k_avg': 5.7804154302670625, 'intersection_count': 296, 'streets_per_node_avg': 3.0326409495548963, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 204, 4: 91, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12166172106824925, 2: 0.0, 3: 0.6053412462908012, 4: 0.27002967359050445, 5: 0.002967359050445104}, 'edge_length_total': 161437.64600000018, 'edge_length_avg': 165.74706981519526, 'street_length_total': 81147.24399999999, 'street_length_avg': 163.27413279678066, 'street_segments_count': 497, 'node_density_km': 30.652853491994843, 'intersection_density_km': 26.923574580505857, 'edge_density_km': 14684.048993859147, 'street_density_km': 7380.99282377198, 'circuity_avg': 1.037412423529925, 'self_loop_proportion': 0.006160164271047228, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.037412423529925\n", - "1997\n", - "7000463.314024551\n", - "{'n': 406, 'm': 1029, 'k_avg': 5.068965517241379, 'intersection_count': 324, 'streets_per_node_avg': 2.7192118226600983, 'streets_per_node_counts': {0: 0, 1: 82, 2: 2, 3: 270, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2019704433497537, 2: 0.0049261083743842365, 3: 0.6650246305418719, 4: 0.12807881773399016}, 'edge_length_total': 108892.55999999988, 'edge_length_avg': 105.82367346938764, 'street_length_total': 56978.16800000001, 'street_length_avg': 106.7006891385768, 'street_segments_count': 534, 'node_density_km': 57.9961613664384, 'intersection_density_km': 46.28265094267498, 'edge_density_km': 15555.05044671076, 'street_density_km': 8139.199570670043, 'circuity_avg': 1.0744134352826609, 'self_loop_proportion': 0.011661807580174927, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0744134352826609\n", - "1998\n", - "16990364.238978483\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 341, 'm': 910, 'k_avg': 5.3372434017595305, 'intersection_count': 274, 'streets_per_node_avg': 2.7360703812316713, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 230, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19648093841642228, 2: 0.0, 3: 0.6744868035190615, 4: 0.12903225806451613}, 'edge_length_total': 169291.45800000007, 'edge_length_avg': 186.0345692307693, 'street_length_total': 84645.72900000005, 'street_length_avg': 186.03456923076934, 'street_segments_count': 455, 'node_density_km': 20.070199508595234, 'intersection_density_km': 16.126787874941627, 'edge_density_km': 9963.968730677338, 'street_density_km': 4981.98436533867, 'circuity_avg': 1.0460049771777902, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0460049771777902\n", - "1999\n", - "4999466.634878878\n", - "{'n': 91, 'm': 280, 'k_avg': 6.153846153846154, 'intersection_count': 84, 'streets_per_node_avg': 3.4175824175824174, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 32, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07692307692307693, 2: 0.0, 3: 0.3516483516483517, 4: 0.5714285714285714}, 'edge_length_total': 58781.659999999945, 'edge_length_avg': 209.93449999999982, 'street_length_total': 29390.83, 'street_length_avg': 209.9345, 'street_segments_count': 140, 'node_density_km': 18.20194165616322, 'intersection_density_km': 16.80179229799682, 'edge_density_km': 11757.586217279366, 'street_density_km': 5878.793108639689, 'circuity_avg': 1.0083897398063912, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0083897398063912\n", - "2000\n", - "12996052.360969288\n", - "{'n': 600, 'm': 1509, 'k_avg': 5.03, 'intersection_count': 502, 'streets_per_node_avg': 2.7733333333333334, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 444, 4: 56, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16333333333333333, 2: 0.0, 3: 0.74, 4: 0.09333333333333334, 5: 0.0033333333333333335}, 'edge_length_total': 191999.06999999998, 'edge_length_avg': 127.23596421471171, 'street_length_total': 98041.89600000004, 'street_length_avg': 121.94265671641796, 'street_segments_count': 804, 'node_density_km': 46.167865697584034, 'intersection_density_km': 38.62711430031197, 'edge_density_km': 14773.645463035058, 'street_density_km': 7543.975145440838, 'circuity_avg': 1.0692822588257709, 'self_loop_proportion': 0.0026507620941020544, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0692822588257709\n", - "2001\n", - "15993324.682853328\n", - "{'n': 566, 'm': 1439, 'k_avg': 5.084805653710247, 'intersection_count': 439, 'streets_per_node_avg': 2.6784452296819787, 'streets_per_node_counts': {0: 0, 1: 127, 2: 1, 3: 365, 4: 73}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22438162544169613, 2: 0.0017667844522968198, 3: 0.6448763250883393, 4: 0.12897526501766785}, 'edge_length_total': 194746.98099999962, 'edge_length_avg': 135.334941626129, 'street_length_total': 97628.453, 'street_length_avg': 134.65993517241378, 'street_segments_count': 725, 'node_density_km': 35.38976486901542, 'intersection_density_km': 27.44895190370631, 'edge_density_km': 12176.766548658306, 'street_density_km': 6104.325081617886, 'circuity_avg': 1.0637267077592447, 'self_loop_proportion': 0.008339124391938846, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0637267077592447\n", - "2002\n", - "10995148.845352434\n", - "{'n': 222, 'm': 589, 'k_avg': 5.306306306306307, 'intersection_count': 181, 'streets_per_node_avg': 2.765765765765766, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 151, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18468468468468469, 2: 0.0, 3: 0.6801801801801802, 4: 0.13513513513513514}, 'edge_length_total': 119943.18699999996, 'edge_length_avg': 203.638687606112, 'street_length_total': 60015.34800000001, 'street_length_avg': 203.44185762711868, 'street_segments_count': 295, 'node_density_km': 20.1907225743322, 'intersection_density_km': 16.461805342135712, 'edge_density_km': 10908.736997289403, 'street_density_km': 5458.347935450464, 'circuity_avg': 1.0642810207536955, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0642810207536955\n", - "2003\n", - "12996987.280329937\n", - "{'n': 431, 'm': 1090, 'k_avg': 5.058004640371229, 'intersection_count': 353, 'streets_per_node_avg': 2.7285382830626452, 'streets_per_node_counts': {0: 0, 1: 78, 2: 1, 3: 313, 4: 38, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18097447795823665, 2: 0.002320185614849188, 3: 0.7262180974477959, 4: 0.08816705336426914, 5: 0.002320185614849188}, 'edge_length_total': 130570.86899999998, 'edge_length_avg': 119.78978807339448, 'street_length_total': 67535.47600000001, 'street_length_avg': 117.86295986038397, 'street_segments_count': 573, 'node_density_km': 33.161531261347726, 'intersection_density_km': 27.160140453029577, 'edge_density_km': 10046.241192957861, 'street_density_km': 5196.240832074244, 'circuity_avg': 1.089687299954383, 'self_loop_proportion': 0.003669724770642202, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.089687299954383\n", - "2004\n", - "8996043.709677659\n", - "{'n': 713, 'm': 1970, 'k_avg': 5.525946704067321, 'intersection_count': 582, 'streets_per_node_avg': 2.841514726507714, 'streets_per_node_counts': {0: 0, 1: 131, 2: 1, 3: 432, 4: 148, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18373071528751753, 2: 0.001402524544179523, 3: 0.605890603085554, 4: 0.20757363253856942, 5: 0.001402524544179523}, 'edge_length_total': 178358.10199999987, 'edge_length_avg': 90.53710761421313, 'street_length_total': 89510.72900000021, 'street_length_avg': 90.41487777777799, 'street_segments_count': 990, 'node_density_km': 79.25706266110926, 'intersection_density_km': 64.69510584679605, 'edge_density_km': 19826.28228096845, 'street_density_km': 9950.010458898438, 'circuity_avg': 1.035819435911369, 'self_loop_proportion': 0.0020304568527918783, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035819435911369\n", - "2005\n", - "6998218.844690107\n", - "{'n': 51, 'm': 144, 'k_avg': 5.647058823529412, 'intersection_count': 45, 'streets_per_node_avg': 3.0784313725490198, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 29, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11764705882352941, 2: 0.0, 3: 0.5686274509803921, 4: 0.3137254901960784}, 'edge_length_total': 45936.11999999998, 'edge_length_avg': 319.0008333333332, 'street_length_total': 22968.059999999998, 'street_length_avg': 319.0008333333333, 'street_segments_count': 72, 'node_density_km': 7.287568613075913, 'intersection_density_km': 6.4302075997728645, 'edge_density_km': 6563.973065068403, 'street_density_km': 3281.9865325342025, 'circuity_avg': 1.0376062287110248, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0376062287110248\n", - "2006\n", - "58008646.84281067\n", - "{'n': 8618, 'm': 23964, 'k_avg': 5.561383151543281, 'intersection_count': 7307, 'streets_per_node_avg': 2.9513808308192155, 'streets_per_node_counts': {0: 0, 1: 1311, 2: 24, 3: 5107, 4: 2133, 5: 35, 6: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15212346252030634, 2: 0.002784868879090276, 3: 0.5925968902297517, 4: 0.2475052216291483, 5: 0.004061267115339986, 6: 0.0009282896263634254}, 'edge_length_total': 1452450.5349999901, 'edge_length_avg': 60.6096868218991, 'street_length_total': 766434.8650000014, 'street_length_avg': 60.61169355476484, 'street_segments_count': 12645, 'node_density_km': 148.56405844722917, 'intersection_density_km': 125.9639794701675, 'edge_density_km': 25038.517773665328, 'street_density_km': 13212.424469697657, 'circuity_avg': 1.0559056798766895, 'self_loop_proportion': 0.003129694541812719, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0559056798766895\n", - "2007\n", - "7001620.319851107\n", - "{'n': 282, 'm': 746, 'k_avg': 5.290780141843972, 'intersection_count': 238, 'streets_per_node_avg': 2.868794326241135, 'streets_per_node_counts': {0: 0, 1: 44, 2: 2, 3: 185, 4: 49, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15602836879432624, 2: 0.0070921985815602835, 3: 0.6560283687943262, 4: 0.17375886524822695, 5: 0.0070921985815602835}, 'edge_length_total': 85265.27000000008, 'edge_length_avg': 114.29660857908857, 'street_length_total': 43533.08899999998, 'street_length_avg': 111.9102544987146, 'street_segments_count': 389, 'node_density_km': 40.27639133765495, 'intersection_density_km': 33.992131696318715, 'edge_density_km': 12177.93397883267, 'street_density_km': 6217.573506031777, 'circuity_avg': 1.0362062263148573, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0362062263148573\n", - "2008\n", - "9000941.623865014\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 169, 'm': 426, 'k_avg': 5.041420118343195, 'intersection_count': 130, 'streets_per_node_avg': 2.7041420118343193, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 102, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.6035502958579881, 4: 0.16568047337278108}, 'edge_length_total': 63921.638, 'edge_length_avg': 150.05079342723005, 'street_length_total': 32019.370000000006, 'street_length_avg': 148.2378240740741, 'street_segments_count': 216, 'node_density_km': 18.77581336067273, 'intersection_density_km': 14.442933354363635, 'edge_density_km': 7101.661211813524, 'street_density_km': 3557.3355919900805, 'circuity_avg': 1.0273725317014994, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0273725317014994\n", - "2009\n", - "4998834.524326217\n", - "{'n': 784, 'm': 2458, 'k_avg': 6.270408163265306, 'intersection_count': 727, 'streets_per_node_avg': 3.2270408163265305, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 435, 4: 292}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07270408163265306, 2: 0.0, 3: 0.5548469387755102, 4: 0.37244897959183676}, 'edge_length_total': 167234.4639999997, 'edge_length_avg': 68.03680390561419, 'street_length_total': 84577.00700000007, 'street_length_avg': 67.93333895582334, 'street_segments_count': 1245, 'node_density_km': 156.83655783858413, 'intersection_density_km': 145.4338999345034, 'edge_density_km': 33454.690925689494, 'street_density_km': 16919.345217053375, 'circuity_avg': 1.0380121976394203, 'self_loop_proportion': 0.0032546786004882017, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0380121976394203\n", - "2010\n", - "5996205.523804383\n", - "{'n': 205, 'm': 645, 'k_avg': 6.2926829268292686, 'intersection_count': 187, 'streets_per_node_avg': 3.3024390243902437, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 91, 4: 94, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08780487804878048, 2: 0.0, 3: 0.44390243902439025, 4: 0.4585365853658537, 5: 0.00975609756097561}, 'edge_length_total': 87178.96399999996, 'edge_length_avg': 135.16118449612398, 'street_length_total': 44037.727000000006, 'street_length_avg': 135.5006984615385, 'street_segments_count': 325, 'node_density_km': 34.188287774021234, 'intersection_density_km': 31.186389335326687, 'edge_density_km': 14539.021995478224, 'street_density_km': 7344.265773608708, 'circuity_avg': 1.0234792844084137, 'self_loop_proportion': 0.0031007751937984496, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0234792844084137\n", - "2011\n", - "7996473.79212497\n", - "{'n': 140, 'm': 352, 'k_avg': 5.0285714285714285, 'intersection_count': 112, 'streets_per_node_avg': 2.6857142857142855, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 101, 4: 10, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.7214285714285714, 4: 0.07142857142857142, 5: 0.007142857142857143}, 'edge_length_total': 64500.14000000002, 'edge_length_avg': 183.23903409090914, 'street_length_total': 32512.077, 'street_length_avg': 180.62265, 'street_segments_count': 180, 'node_density_km': 17.507716981186608, 'intersection_density_km': 14.006173584949286, 'edge_density_km': 8066.072831192242, 'street_density_km': 4065.801732761047, 'circuity_avg': 1.0645844105225146, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0645844105225146\n", - "2012\n", - "4999298.023241626\n", - "{'n': 89, 'm': 284, 'k_avg': 6.382022471910112, 'intersection_count': 82, 'streets_per_node_avg': 3.3820224719101124, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 34, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07865168539325842, 2: 0.0, 3: 0.38202247191011235, 4: 0.5393258426966292}, 'edge_length_total': 55058.191999999966, 'edge_length_avg': 193.8668732394365, 'street_length_total': 27529.095999999998, 'street_length_avg': 193.86687323943661, 'street_segments_count': 142, 'node_density_km': 17.802499388162293, 'intersection_density_km': 16.402302807070875, 'edge_density_km': 11013.18459992496, 'street_density_km': 5506.592299962483, 'circuity_avg': 1.010954499830963, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.010954499830963\n", - "2013\n", - "13990419.054350976\n", - "{'n': 1069, 'm': 2992, 'k_avg': 5.597754911131899, 'intersection_count': 921, 'streets_per_node_avg': 2.9176800748362957, 'streets_per_node_counts': {0: 0, 1: 148, 2: 0, 3: 718, 4: 198, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1384471468662301, 2: 0.0, 3: 0.6716557530402245, 4: 0.18521983161833488, 5: 0.004677268475210477}, 'edge_length_total': 324707.7559999998, 'edge_length_avg': 108.52531951871651, 'street_length_total': 164528.1109999997, 'street_length_avg': 108.38478985507227, 'street_segments_count': 1518, 'node_density_km': 76.40943390237796, 'intersection_density_km': 65.83076578492992, 'edge_density_km': 23209.294499224936, 'street_density_km': 11760.055961213828, 'circuity_avg': 1.0659176971848014, 'self_loop_proportion': 0.004679144385026738, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0659176971848014\n", - "2014\n", - "15993074.814044215\n", - "{'n': 1097, 'm': 2954, 'k_avg': 5.38559708295351, 'intersection_count': 861, 'streets_per_node_avg': 2.723792160437557, 'streets_per_node_counts': {0: 0, 1: 236, 2: 0, 3: 699, 4: 156, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21513217866909753, 2: 0.0, 3: 0.6371923427529627, 4: 0.1422060164083865, 5: 0.004557885141294439, 6: 0.0009115770282588879}, 'edge_length_total': 277425.8249999998, 'edge_length_avg': 93.91530974949214, 'street_length_total': 139512.99399999986, 'street_length_avg': 94.01145148247969, 'street_segments_count': 1484, 'node_density_km': 68.59218835371648, 'intersection_density_km': 53.83580143350036, 'edge_density_km': 17346.62209898375, 'street_density_km': 8723.337796024529, 'circuity_avg': 1.083972455509759, 'self_loop_proportion': 0.008801624915368992, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.083972455509759\n", - "2015\n", - "38983953.763396844\n", - "{'n': 3500, 'm': 8674, 'k_avg': 4.956571428571428, 'intersection_count': 2570, 'streets_per_node_avg': 2.5902857142857143, 'streets_per_node_counts': {0: 0, 1: 930, 2: 3, 3: 2149, 4: 407, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26571428571428574, 2: 0.0008571428571428571, 3: 0.614, 4: 0.11628571428571428, 5: 0.003142857142857143}, 'edge_length_total': 611454.4660000011, 'edge_length_avg': 70.49279063869047, 'street_length_total': 313092.67699999997, 'street_length_avg': 69.66904250111259, 'street_segments_count': 4494, 'node_density_km': 89.78052922087781, 'intersection_density_km': 65.9245600279017, 'edge_density_km': 15684.773014842665, 'street_density_km': 8031.321781783244, 'circuity_avg': 1.066694567584553, 'self_loop_proportion': 0.0029974636845745907, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066694567584553\n", - "2016\n", - "13997284.455226399\n", - "{'n': 807, 'm': 2084, 'k_avg': 5.1648079306071875, 'intersection_count': 624, 'streets_per_node_avg': 2.6951672862453533, 'streets_per_node_counts': {0: 0, 1: 183, 2: 2, 3: 501, 4: 120, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22676579925650558, 2: 0.0024783147459727386, 3: 0.620817843866171, 4: 0.14869888475836432, 5: 0.0012391573729863693}, 'edge_length_total': 197887.641, 'edge_length_avg': 94.95568186180422, 'street_length_total': 100986.03099999997, 'street_length_avg': 94.29134547152192, 'street_segments_count': 1071, 'node_density_km': 57.65404015195797, 'intersection_density_km': 44.58007565653256, 'edge_density_km': 14137.573729603773, 'street_density_km': 7214.687343322021, 'circuity_avg': 1.0939331437045672, 'self_loop_proportion': 0.005758157389635317, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0939331437045672\n", - "2017\n", - "11006254.281418815\n", - "{'n': 378, 'm': 959, 'k_avg': 5.074074074074074, 'intersection_count': 307, 'streets_per_node_avg': 2.7804232804232805, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 249, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18783068783068782, 2: 0.0, 3: 0.6587301587301587, 4: 0.15079365079365079, 5: 0.0026455026455026454}, 'edge_length_total': 98693.35399999967, 'edge_length_avg': 102.91277789363886, 'street_length_total': 50267.52900000002, 'street_length_avg': 98.75742436149315, 'street_segments_count': 509, 'node_density_km': 34.34410929776121, 'intersection_density_km': 27.893231625430396, 'edge_density_km': 8967.024700366737, 'street_density_km': 4567.1785981597395, 'circuity_avg': 1.0605058291950094, 'self_loop_proportion': 0.006256517205422315, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0605058291950094\n", - "2018\n", - "6996623.781922496\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 273, 'm': 697, 'k_avg': 5.106227106227106, 'intersection_count': 219, 'streets_per_node_avg': 2.7326007326007327, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 185, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1978021978021978, 2: 0.0, 3: 0.6776556776556777, 4: 0.12087912087912088, 5: 0.003663003663003663}, 'edge_length_total': 101228.48200000006, 'edge_length_avg': 145.23455093256823, 'street_length_total': 51605.71600000002, 'street_length_avg': 142.95212188365656, 'street_segments_count': 361, 'node_density_km': 39.018819434791226, 'intersection_density_km': 31.300811194942415, 'edge_density_km': 14468.189966359036, 'street_density_km': 7375.802616875889, 'circuity_avg': 1.0622581223515746, 'self_loop_proportion': 0.0028694404591104736, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0622581223515746\n", - "2019\n", - "11993505.667223923\n", - "{'n': 225, 'm': 675, 'k_avg': 6.0, 'intersection_count': 196, 'streets_per_node_avg': 3.0444444444444443, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 128, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1288888888888889, 2: 0.0, 3: 0.5688888888888889, 4: 0.3022222222222222}, 'edge_length_total': 106469.29899999998, 'edge_length_avg': 157.7322948148148, 'street_length_total': 53411.36100000004, 'street_length_avg': 157.09223823529425, 'street_segments_count': 340, 'node_density_km': 18.76015288964962, 'intersection_density_km': 16.342177628317003, 'edge_density_km': 8877.245899083642, 'street_density_km': 4453.356881796755, 'circuity_avg': 1.045360189614775, 'self_loop_proportion': 0.002962962962962963, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045360189614775\n", - "2020\n", - "7995463.222444461\n", - "{'n': 205, 'm': 650, 'k_avg': 6.341463414634147, 'intersection_count': 193, 'streets_per_node_avg': 3.346341463414634, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 98, 4: 95}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05853658536585366, 2: 0.0, 3: 0.47804878048780486, 4: 0.4634146341463415}, 'edge_length_total': 107774.2279999999, 'edge_length_avg': 165.80650461538445, 'street_length_total': 53887.11399999995, 'street_length_avg': 165.80650461538445, 'street_segments_count': 325, 'node_density_km': 25.63954011126389, 'intersection_density_km': 24.138688982799664, 'edge_density_km': 13479.422642763402, 'street_density_km': 6739.711321381701, 'circuity_avg': 1.0133066085748779, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0133066085748779\n", - "2021\n", - "6997319.415336994\n", - "{'n': 1733, 'm': 4095, 'k_avg': 4.725908828620889, 'intersection_count': 1271, 'streets_per_node_avg': 2.5591459896133872, 'streets_per_node_counts': {0: 0, 1: 462, 2: 4, 3: 1107, 4: 156, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26658972879399884, 2: 0.002308136180034622, 3: 0.6387766878245816, 4: 0.09001731102135026, 5: 0.002308136180034622}, 'edge_length_total': 191628.40799999997, 'edge_length_avg': 46.79570402930402, 'street_length_total': 100368.13400000008, 'street_length_avg': 46.01931866116464, 'street_segments_count': 2181, 'node_density_km': 247.66627005786586, 'intersection_density_km': 181.64098629171812, 'edge_density_km': 27385.974060292494, 'street_density_km': 14343.7976805817, 'circuity_avg': 1.068678866405621, 'self_loop_proportion': 0.001221001221001221, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068678866405621\n", - "2022\n", - "41972772.09877551\n", - "error with entry 2022\n", - "2023\n", - "13994426.294082966\n", - "{'n': 864, 'm': 2483, 'k_avg': 5.747685185185185, 'intersection_count': 744, 'streets_per_node_avg': 2.982638888888889, 'streets_per_node_counts': {0: 0, 1: 120, 2: 0, 3: 524, 4: 216, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1388888888888889, 2: 0.0, 3: 0.6064814814814815, 4: 0.25, 5: 0.003472222222222222, 6: 0.0011574074074074073}, 'edge_length_total': 229400.47499999934, 'edge_length_avg': 92.38843133306457, 'street_length_total': 115975.5340000001, 'street_length_avg': 92.19040858505572, 'street_segments_count': 1258, 'node_density_km': 61.73886530563322, 'intersection_density_km': 53.16402290207305, 'edge_density_km': 16392.274336890325, 'street_density_km': 8287.266055989458, 'circuity_avg': 1.0423947817347552, 'self_loop_proportion': 0.0008054772452678212, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0423947817347552\n", - "2024\n", - "14001007.341568347\n", - "{'n': 390, 'm': 1262, 'k_avg': 6.471794871794872, 'intersection_count': 367, 'streets_per_node_avg': 3.335897435897436, 'streets_per_node_counts': {0: 0, 1: 23, 2: 1, 3: 189, 4: 176, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05897435897435897, 2: 0.002564102564102564, 3: 0.4846153846153846, 4: 0.4512820512820513, 5: 0.002564102564102564}, 'edge_length_total': 202122.7259999997, 'edge_length_avg': 160.16063866877948, 'street_length_total': 101827.73299999986, 'street_length_avg': 160.35863464566907, 'street_segments_count': 635, 'node_density_km': 27.85513859721421, 'intersection_density_km': 26.212399654301578, 'edge_density_km': 14436.298836863447, 'street_density_km': 7272.886194243896, 'circuity_avg': 1.023090383817777, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023090383817777\n", - "2025\n", - "11996963.042652475\n", - "{'n': 627, 'm': 1779, 'k_avg': 5.6746411483253585, 'intersection_count': 523, 'streets_per_node_avg': 2.8883572567783093, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 386, 4: 136, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16586921850079744, 2: 0.0, 3: 0.6156299840510366, 4: 0.21690590111642744, 5: 0.001594896331738437}, 'edge_length_total': 196495.58200000058, 'edge_length_avg': 110.45282855536851, 'street_length_total': 98792.76399999997, 'street_length_avg': 110.38297653631281, 'street_segments_count': 895, 'node_density_km': 52.26322676587767, 'intersection_density_km': 43.59436618589158, 'edge_density_km': 16378.77697058874, 'street_density_km': 8234.814398341043, 'circuity_avg': 1.0292100483987678, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0292100483987678\n", - "2026\n", - "6995324.80474289\n", - "{'n': 311, 'm': 715, 'k_avg': 4.598070739549839, 'intersection_count': 224, 'streets_per_node_avg': 2.4790996784565915, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 213, 4: 10, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2797427652733119, 2: 0.0, 3: 0.684887459807074, 4: 0.03215434083601286, 5: 0.003215434083601286}, 'edge_length_total': 82491.81100000002, 'edge_length_avg': 115.37316223776226, 'street_length_total': 41423.898000000016, 'street_length_avg': 114.11542148760334, 'street_segments_count': 363, 'node_density_km': 44.45826443814865, 'intersection_density_km': 32.021386604968804, 'edge_density_km': 11792.420409709905, 'street_density_km': 5921.654698851761, 'circuity_avg': 1.0664523725321848, 'self_loop_proportion': 0.002797202797202797, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0664523725321848\n", - "2027\n", - "15994448.74063398\n", - "{'n': 1204, 'm': 2981, 'k_avg': 4.951827242524917, 'intersection_count': 870, 'streets_per_node_avg': 2.54734219269103, 'streets_per_node_counts': {0: 0, 1: 334, 2: 0, 3: 747, 4: 123}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27740863787375414, 2: 0.0, 3: 0.6204318936877077, 4: 0.10215946843853821}, 'edge_length_total': 271650.46800000017, 'edge_length_avg': 91.12729553840998, 'street_length_total': 137310.43200000038, 'street_length_avg': 90.87387954996716, 'street_segments_count': 1511, 'node_density_km': 75.27611732820975, 'intersection_density_km': 54.393872155766175, 'edge_density_km': 16984.04692809892, 'street_density_km': 8584.880556162121, 'circuity_avg': 1.0701304037630601, 'self_loop_proportion': 0.0033545790003354577, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0701304037630601\n", - "2028\n", - "13992802.453108683\n", - "{'n': 700, 'm': 1734, 'k_avg': 4.954285714285715, 'intersection_count': 586, 'streets_per_node_avg': 2.7842857142857143, 'streets_per_node_counts': {0: 0, 1: 114, 2: 4, 3: 502, 4: 79, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16285714285714287, 2: 0.005714285714285714, 3: 0.7171428571428572, 4: 0.11285714285714285, 5: 0.0014285714285714286}, 'edge_length_total': 168818.1849999998, 'edge_length_avg': 97.35766147635513, 'street_length_total': 90199.60299999987, 'street_length_avg': 94.54885010482167, 'street_segments_count': 954, 'node_density_km': 50.02571874688947, 'intersection_density_km': 41.87867312239604, 'edge_density_km': 12064.644345957633, 'street_density_km': 6446.142815370115, 'circuity_avg': 1.0848751775415997, 'self_loop_proportion': 0.006920415224913495, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0848751775415997\n", - "2029\n", - "75958183.99789047\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 7787, 'm': 21163, 'k_avg': 5.435469372030307, 'intersection_count': 6759, 'streets_per_node_avg': 2.863362013612431, 'streets_per_node_counts': {0: 0, 1: 1028, 2: 5, 3: 5789, 4: 939, 5: 20, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1320148966225761, 2: 0.0006420958006934634, 3: 0.743418518042892, 4: 0.12058559137023243, 5: 0.0025683832027738537, 6: 0.0007705149608321562}, 'edge_length_total': 1470587.7060000002, 'edge_length_avg': 69.48862193450834, 'street_length_total': 763168.2789999989, 'street_length_avg': 68.74770552202494, 'street_segments_count': 11101, 'node_density_km': 102.5169322138647, 'intersection_density_km': 88.98317000558771, 'edge_density_km': 19360.490583092953, 'street_density_km': 10047.215965842388, 'circuity_avg': 1.0708676477587975, 'self_loop_proportion': 0.0022681094362803004, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0708676477587975\n", - "2030\n", - "14992067.762317182\n", - "{'n': 1079, 'm': 2997, 'k_avg': 5.555143651529193, 'intersection_count': 901, 'streets_per_node_avg': 2.8526413345690456, 'streets_per_node_counts': {0: 0, 1: 178, 2: 0, 3: 704, 4: 197}, 'streets_per_node_proportion': {0: 0.0, 1: 0.164967562557924, 2: 0.0, 3: 0.6524559777571826, 4: 0.18257645968489342}, 'edge_length_total': 306798.0110000014, 'edge_length_avg': 102.36837203870584, 'street_length_total': 154101.7419999998, 'street_length_avg': 102.32519389110212, 'street_segments_count': 1506, 'node_density_km': 71.97139294634759, 'intersection_density_km': 60.09844767809007, 'edge_density_km': 20464.022432658916, 'street_density_km': 10278.885103983932, 'circuity_avg': 1.0407463704554971, 'self_loop_proportion': 0.002002002002002002, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407463704554971\n", - "2031\n", - "16990479.39331962\n", - "{'n': 469, 'm': 1230, 'k_avg': 5.245202558635395, 'intersection_count': 376, 'streets_per_node_avg': 2.7825159914712154, 'streets_per_node_counts': {0: 0, 1: 93, 2: 1, 3: 290, 4: 85}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19829424307036247, 2: 0.0021321961620469083, 3: 0.6183368869936035, 4: 0.1812366737739872}, 'edge_length_total': 225051.1769999998, 'edge_length_avg': 182.96843658536568, 'street_length_total': 112967.93199999993, 'street_length_avg': 180.74869119999988, 'street_segments_count': 625, 'node_density_km': 27.603694348047835, 'intersection_density_km': 22.130040671356046, 'edge_density_km': 13245.722606772722, 'street_density_km': 6648.896089678145, 'circuity_avg': 1.0318507900640235, 'self_loop_proportion': 0.0016260162601626016, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0318507900640235\n", - "2032\n", - "8996551.261195902\n", - "{'n': 878, 'm': 2037, 'k_avg': 4.640091116173121, 'intersection_count': 601, 'streets_per_node_avg': 2.415717539863326, 'streets_per_node_counts': {0: 0, 1: 277, 2: 0, 3: 560, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31548974943052394, 2: 0.0, 3: 0.6378132118451025, 4: 0.04669703872437358}, 'edge_length_total': 164942.04399999988, 'edge_length_avg': 80.97302110947466, 'street_length_total': 84007.96, 'street_length_avg': 80.69928914505284, 'street_segments_count': 1041, 'node_density_km': 97.59295251137027, 'intersection_density_km': 66.80337637737304, 'edge_density_km': 18333.9192109571, 'street_density_km': 9337.795957696006, 'circuity_avg': 1.0728891235070366, 'self_loop_proportion': 0.0009818360333824251, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0728891235070366\n", - "2033\n", - "5999108.627155788\n", - "{'n': 72, 'm': 236, 'k_avg': 6.555555555555555, 'intersection_count': 65, 'streets_per_node_avg': 3.4722222222222223, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 17, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09722222222222222, 2: 0.0, 3: 0.2361111111111111, 4: 0.6666666666666666}, 'edge_length_total': 62311.581999999995, 'edge_length_avg': 264.03212711864404, 'street_length_total': 31155.791, 'street_length_avg': 264.0321271186441, 'street_segments_count': 118, 'node_density_km': 12.001783010576291, 'intersection_density_km': 10.834942995659151, 'edge_density_km': 10386.806752912937, 'street_density_km': 5193.403376456468, 'circuity_avg': 1.0399746903016645, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0399746903016645\n", - "2034\n", - "3998829.370486068\n", - "{'n': 55, 'm': 156, 'k_avg': 5.672727272727273, 'intersection_count': 48, 'streets_per_node_avg': 3.1636363636363636, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 25, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12727272727272726, 2: 0.0, 3: 0.45454545454545453, 4: 0.41818181818181815}, 'edge_length_total': 39620.38199999998, 'edge_length_avg': 253.97680769230757, 'street_length_total': 19810.191, 'street_length_avg': 253.9768076923077, 'street_segments_count': 78, 'node_density_km': 13.754025216963585, 'intersection_density_km': 12.003512916622764, 'edge_density_km': 9907.995147885998, 'street_density_km': 4953.997573943001, 'circuity_avg': 1.0101287852550829, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0101287852550829\n", - "2035\n", - "6001825.544601658\n", - "{'n': 290, 'm': 690, 'k_avg': 4.758620689655173, 'intersection_count': 186, 'streets_per_node_avg': 2.413793103448276, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 148, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3586206896551724, 2: 0.0, 3: 0.5103448275862069, 4: 0.1310344827586207}, 'edge_length_total': 66546.38399999998, 'edge_length_avg': 96.44403478260867, 'street_length_total': 33273.19200000002, 'street_length_avg': 96.44403478260874, 'street_segments_count': 345, 'node_density_km': 48.31863203035625, 'intersection_density_km': 30.990570888435386, 'edge_density_km': 11087.690487747535, 'street_density_km': 5543.845243873772, 'circuity_avg': 1.035279004477259, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035279004477259\n", - "2036\n", - "7996316.467874194\n", - "{'n': 329, 'm': 904, 'k_avg': 5.495440729483283, 'intersection_count': 276, 'streets_per_node_avg': 2.8753799392097266, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 211, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16109422492401215, 2: 0.0, 3: 0.6413373860182371, 4: 0.19756838905775076}, 'edge_length_total': 126829.67900000016, 'edge_length_avg': 140.29831747787628, 'street_length_total': 63613.04399999998, 'street_length_avg': 139.80888791208787, 'street_segments_count': 455, 'node_density_km': 41.14394438011332, 'intersection_density_km': 34.515892549882295, 'edge_density_km': 15861.01294384083, 'street_density_km': 7955.293447372949, 'circuity_avg': 1.0185642368275913, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0185642368275913\n", - "2037\n", - "4996541.295630714\n", - "{'n': 118, 'm': 289, 'k_avg': 4.898305084745763, 'intersection_count': 99, 'streets_per_node_avg': 2.7711864406779663, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 88, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16101694915254236, 2: 0.0, 3: 0.7457627118644068, 4: 0.09322033898305085}, 'edge_length_total': 45238.092000000026, 'edge_length_avg': 156.53319031141876, 'street_length_total': 22897.35700000001, 'street_length_avg': 144.00853459119503, 'street_segments_count': 159, 'node_density_km': 23.61633638516838, 'intersection_density_km': 19.81370595026839, 'edge_density_km': 9053.88133978979, 'street_density_km': 4582.641400366866, 'circuity_avg': 1.089554231695838, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.089554231695838\n", - "2038\n", - "7995002.563496015\n", - "{'n': 180, 'm': 538, 'k_avg': 5.977777777777778, 'intersection_count': 166, 'streets_per_node_avg': 3.15, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 117, 4: 43, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07777777777777778, 2: 0.0, 3: 0.65, 4: 0.2388888888888889, 5: 0.03333333333333333}, 'edge_length_total': 91069.04600000002, 'edge_length_avg': 169.27331970260227, 'street_length_total': 45534.52300000002, 'street_length_avg': 169.27331970260232, 'street_segments_count': 269, 'node_density_km': 22.514064075708127, 'intersection_density_km': 20.76297020315305, 'edge_density_km': 11390.746316431174, 'street_density_km': 5695.373158215589, 'circuity_avg': 1.040954676292617, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040954676292617\n", - "2039\n", - "19984898.58713158\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1091, 'm': 2913, 'k_avg': 5.340054995417049, 'intersection_count': 915, 'streets_per_node_avg': 2.8093492208982584, 'streets_per_node_counts': {0: 0, 1: 176, 2: 2, 3: 768, 4: 144, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1613198900091659, 2: 0.0018331805682859762, 3: 0.7039413382218148, 4: 0.13198900091659027, 5: 0.0009165902841429881}, 'edge_length_total': 317511.27800000075, 'edge_length_avg': 108.99803570202566, 'street_length_total': 161683.0590000004, 'street_length_avg': 107.14583101391676, 'street_segments_count': 1509, 'node_density_km': 54.591220227782536, 'intersection_density_km': 45.784570585170506, 'edge_density_km': 15887.560130249976, 'street_density_km': 8090.2616690839395, 'circuity_avg': 1.045775602929878, 'self_loop_proportion': 0.0006865774116031583, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045775602929878\n", - "2040\n", - "11996983.764809381\n", - "{'n': 305, 'm': 777, 'k_avg': 5.0950819672131145, 'intersection_count': 229, 'streets_per_node_avg': 2.622950819672131, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 192, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24918032786885247, 2: 0.0, 3: 0.6295081967213115, 4: 0.12131147540983607}, 'edge_length_total': 117779.2469999999, 'edge_length_avg': 151.58204247104234, 'street_length_total': 58938.76800000003, 'street_length_avg': 151.12504615384623, 'street_segments_count': 390, 'node_density_km': 25.423056826554447, 'intersection_density_km': 19.088131191085143, 'edge_density_km': 9817.404883507508, 'street_density_km': 4912.7988463970805, 'circuity_avg': 1.0558308557440712, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0558308557440712\n", - "2041\n", - "27003970.452572912\n", - "error with entry 2041\n", - "2042\n", - "6996971.968048632\n", - "{'n': 476, 'm': 1427, 'k_avg': 5.995798319327731, 'intersection_count': 422, 'streets_per_node_avg': 3.092436974789916, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 272, 4: 148, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1134453781512605, 2: 0.0, 3: 0.5714285714285714, 4: 0.31092436974789917, 5: 0.004201680672268907}, 'edge_length_total': 141853.2409999999, 'edge_length_avg': 99.40661597757526, 'street_length_total': 71477.86100000002, 'street_length_avg': 98.9998074792244, 'street_segments_count': 722, 'node_density_km': 68.02942789732948, 'intersection_density_km': 60.31180372410304, 'edge_density_km': 20273.518551705874, 'street_density_km': 10215.541998224455, 'circuity_avg': 1.0281248107984293, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0281248107984293\n", - "2043\n", - "25000602.25528457\n", - "{'n': 790, 'm': 1944, 'k_avg': 4.921518987341772, 'intersection_count': 611, 'streets_per_node_avg': 2.6481012658227847, 'streets_per_node_counts': {0: 0, 1: 179, 2: 3, 3: 526, 4: 81, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22658227848101264, 2: 0.0037974683544303796, 3: 0.6658227848101266, 4: 0.10253164556962026, 5: 0.0012658227848101266}, 'edge_length_total': 228063.1379999995, 'edge_length_avg': 117.31642901234542, 'street_length_total': 116860.85600000001, 'street_length_avg': 113.56740136054424, 'street_segments_count': 1029, 'node_density_km': 31.59923876765855, 'intersection_density_km': 24.43941124941693, 'edge_density_km': 9122.305761725882, 'street_density_km': 4674.321634603752, 'circuity_avg': 1.0980752129580853, 'self_loop_proportion': 0.006172839506172839, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0980752129580853\n", - "2044\n", - "37974944.92165908\n", - "{'n': 2502, 'm': 6372, 'k_avg': 5.093525179856115, 'intersection_count': 2032, 'streets_per_node_avg': 2.7729816147082333, 'streets_per_node_counts': {0: 0, 1: 470, 2: 17, 3: 1632, 4: 377, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18784972022382093, 2: 0.006794564348521183, 3: 0.6522781774580336, 4: 0.15067945643485212, 5: 0.002398081534772182}, 'edge_length_total': 685388.085999999, 'edge_length_avg': 107.56247426239783, 'street_length_total': 367352.8969999991, 'street_length_avg': 106.75759866317905, 'street_segments_count': 3441, 'node_density_km': 65.88554651393265, 'intersection_density_km': 53.50896503449687, 'edge_density_km': 18048.428705135175, 'street_density_km': 9673.55970516441, 'circuity_avg': 1.0729545316714875, 'self_loop_proportion': 0.008160703075957313, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0729545316714875\n", - "2045\n", - "27996632.05538304\n", - "{'n': 1501, 'm': 3802, 'k_avg': 5.06595602931379, 'intersection_count': 1164, 'streets_per_node_avg': 2.6748834110592936, 'streets_per_node_counts': {0: 0, 1: 337, 2: 0, 3: 978, 4: 186}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22451698867421718, 2: 0.0, 3: 0.6515656229180546, 4: 0.12391738840772819}, 'edge_length_total': 372056.9309999999, 'edge_length_avg': 97.85821436086269, 'street_length_total': 191050.9150000008, 'street_length_avg': 96.49036111111151, 'street_segments_count': 1980, 'node_density_km': 53.6135917002701, 'intersection_density_km': 41.57642953971645, 'edge_density_km': 13289.346027907768, 'street_density_km': 6824.067788656263, 'circuity_avg': 1.0530762482349114, 'self_loop_proportion': 0.0026301946344029457, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0530762482349114\n", - "2046\n", - "7998844.331364779\n", - "{'n': 411, 'm': 1107, 'k_avg': 5.386861313868613, 'intersection_count': 333, 'streets_per_node_avg': 2.8564476885644767, 'streets_per_node_counts': {0: 0, 1: 78, 2: 3, 3: 230, 4: 100}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1897810218978102, 2: 0.0072992700729927005, 3: 0.559610705596107, 4: 0.24330900243309003}, 'edge_length_total': 113399.2380000001, 'edge_length_avg': 102.43833604336052, 'street_length_total': 57344.10300000007, 'street_length_avg': 100.07696858638755, 'street_segments_count': 573, 'node_density_km': 51.38242263177965, 'intersection_density_km': 41.63101395713534, 'edge_density_km': 14176.952732452, 'street_density_km': 7169.0485055627905, 'circuity_avg': 1.0499100667316026, 'self_loop_proportion': 0.0036133694670280035, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0499100667316026\n", - "2047\n", - "46988993.09861205\n", - "{'n': 4866, 'm': 14295, 'k_avg': 5.875462392108508, 'intersection_count': 4289, 'streets_per_node_avg': 3.0521989313604605, 'streets_per_node_counts': {0: 0, 1: 577, 2: 6, 3: 2898, 4: 1357, 5: 27, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11857788738183313, 2: 0.0012330456226880395, 3: 0.5955610357583231, 4: 0.2788738183312783, 5: 0.005548705302096177, 6: 0.0002055076037813399}, 'edge_length_total': 1092250.1069999996, 'edge_length_avg': 76.40784239244488, 'street_length_total': 560012.4570000016, 'street_length_avg': 75.87216596667139, 'street_segments_count': 7381, 'node_density_km': 103.55616664924302, 'intersection_density_km': 91.27669518261474, 'edge_density_km': 23244.807666080043, 'street_density_km': 11917.949716963463, 'circuity_avg': 1.0429802683790403, 'self_loop_proportion': 0.0020286813571178735, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0429802683790403\n", - "2048\n", - "9998302.514158228\n", - "{'n': 208, 'm': 558, 'k_avg': 5.365384615384615, 'intersection_count': 177, 'streets_per_node_avg': 2.875, 'streets_per_node_counts': {0: 0, 1: 31, 2: 1, 3: 139, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14903846153846154, 2: 0.004807692307692308, 3: 0.6682692307692307, 4: 0.1778846153846154}, 'edge_length_total': 108223.88999999993, 'edge_length_avg': 193.94962365591385, 'street_length_total': 54801.94299999997, 'street_length_avg': 189.62610034602065, 'street_segments_count': 289, 'node_density_km': 20.803531369995945, 'intersection_density_km': 17.703005060044624, 'edge_density_km': 10824.226397105715, 'street_density_km': 5481.124713159755, 'circuity_avg': 1.0347005229668826, 'self_loop_proportion': 0.0035842293906810036, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0347005229668826\n", - "2049\n", - "4997266.662831246\n", - "{'n': 506, 'm': 1284, 'k_avg': 5.075098814229249, 'intersection_count': 382, 'streets_per_node_avg': 2.66403162055336, 'streets_per_node_counts': {0: 0, 1: 124, 2: 1, 3: 303, 4: 77, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2450592885375494, 2: 0.001976284584980237, 3: 0.5988142292490118, 4: 0.15217391304347827, 5: 0.001976284584980237}, 'edge_length_total': 86743.64600000007, 'edge_length_avg': 67.55735669781937, 'street_length_total': 44414.11300000003, 'street_length_avg': 67.0908051359517, 'street_segments_count': 662, 'node_density_km': 101.25535300398022, 'intersection_density_km': 76.44178823620642, 'edge_density_km': 17358.2183726923, 'street_density_km': 8887.681205876817, 'circuity_avg': 1.0825160826117965, 'self_loop_proportion': 0.001557632398753894, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0825160826117965\n", - "2050\n", - "26983557.397168268\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1303, 'm': 3362, 'k_avg': 5.16039907904835, 'intersection_count': 1102, 'streets_per_node_avg': 2.834228702993093, 'streets_per_node_counts': {0: 0, 1: 201, 2: 4, 3: 919, 4: 171, 5: 5, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15425940138142746, 2: 0.0030698388334612432, 3: 0.7052954719877207, 4: 0.13123561013046814, 5: 0.003837298541826554, 6: 0.0023023791250959325}, 'edge_length_total': 361328.9869999991, 'edge_length_avg': 107.47441612135607, 'street_length_total': 192870.87400000027, 'street_length_avg': 105.45154401312207, 'street_segments_count': 1829, 'node_density_km': 48.28866634674124, 'intersection_density_km': 40.83968558258545, 'edge_density_km': 13390.709819377558, 'street_density_km': 7147.718559163763, 'circuity_avg': 1.112991269812305, 'self_loop_proportion': 0.002379535990481856, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.112991269812305\n", - "2051\n", - "18995812.99410988\n", - "{'n': 351, 'm': 1021, 'k_avg': 5.817663817663818, 'intersection_count': 323, 'streets_per_node_avg': 3.011396011396011, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 263, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07977207977207977, 2: 0.0, 3: 0.7492877492877493, 4: 0.17094017094017094}, 'edge_length_total': 241253.43399999983, 'edge_length_avg': 236.29131635651305, 'street_length_total': 120660.54099999994, 'street_length_avg': 236.12630332681005, 'street_segments_count': 511, 'node_density_km': 18.477756130197545, 'intersection_density_km': 17.00374709417039, 'edge_density_km': 12700.347917449304, 'street_density_km': 6351.954561640174, 'circuity_avg': 1.0155007494127344, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0155007494127344\n", - "2052\n", - "104927990.89573641\n", - "error with entry 2052\n", - "2053\n", - "19005063.0767808\n", - "{'n': 1144, 'm': 2820, 'k_avg': 4.93006993006993, 'intersection_count': 888, 'streets_per_node_avg': 2.6966783216783217, 'streets_per_node_counts': {0: 0, 1: 256, 2: 2, 3: 721, 4: 163, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22377622377622378, 2: 0.0017482517482517483, 3: 0.6302447552447552, 4: 0.14248251748251747, 5: 0.0017482517482517483}, 'edge_length_total': 267314.86399999924, 'edge_length_avg': 94.79250496453874, 'street_length_total': 137630.72599999967, 'street_length_avg': 90.48699934253759, 'street_segments_count': 1521, 'node_density_km': 60.1944858261306, 'intersection_density_km': 46.724391095807675, 'edge_density_km': 14065.455237903832, 'street_density_km': 7241.792644621543, 'circuity_avg': 1.0802270289708282, 'self_loop_proportion': 0.0024822695035460994, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0802270289708282\n", - "2054\n", - "16004538.350996103\n", - "{'n': 464, 'm': 1210, 'k_avg': 5.2155172413793105, 'intersection_count': 405, 'streets_per_node_avg': 2.8577586206896552, 'streets_per_node_counts': {0: 0, 1: 59, 2: 3, 3: 348, 4: 53, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1271551724137931, 2: 0.00646551724137931, 3: 0.75, 4: 0.11422413793103449, 5: 0.0021551724137931034}, 'edge_length_total': 160517.77100000018, 'edge_length_avg': 132.65931487603322, 'street_length_total': 82330.9050000001, 'street_length_avg': 126.85809707241926, 'street_segments_count': 649, 'node_density_km': 28.991776571369908, 'intersection_density_km': 25.3053222228552, 'edge_density_km': 10029.515846048114, 'street_density_km': 5144.22241956613, 'circuity_avg': 1.0588115266697613, 'self_loop_proportion': 0.014049586776859505, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0588115266697613\n", - "2055\n", - "8994657.618513152\n", - "{'n': 195, 'm': 538, 'k_avg': 5.517948717948718, 'intersection_count': 166, 'streets_per_node_avg': 2.933333333333333, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 121, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14871794871794872, 2: 0.0, 3: 0.6205128205128205, 4: 0.23076923076923078}, 'edge_length_total': 107991.45799999998, 'edge_length_avg': 200.72761710037173, 'street_length_total': 53995.72900000006, 'street_length_avg': 200.72761710037196, 'street_segments_count': 269, 'node_density_km': 21.67953559440033, 'intersection_density_km': 18.45539953164336, 'edge_density_km': 12006.177731293272, 'street_density_km': 6003.088865646643, 'circuity_avg': 1.046950602374979, 'self_loop_proportion': 0.0037174721189591076, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.046950602374979\n", - "2056\n", - "6997761.846464014\n", - "{'n': 334, 'm': 930, 'k_avg': 5.568862275449102, 'intersection_count': 292, 'streets_per_node_avg': 2.8982035928143715, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 242, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12574850299401197, 2: 0.0, 3: 0.7245508982035929, 4: 0.1497005988023952}, 'edge_length_total': 102433.01399999982, 'edge_length_avg': 110.14302580645142, 'street_length_total': 51216.506999999976, 'street_length_avg': 110.14302580645156, 'street_segments_count': 465, 'node_density_km': 47.72954657906385, 'intersection_density_km': 41.7276275481636, 'edge_density_km': 14637.968002835001, 'street_density_km': 7318.984001417511, 'circuity_avg': 1.0372472038514573, 'self_loop_proportion': 0.002150537634408602, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0372472038514573\n", - "2057\n", - "5996911.339160746\n", - "{'n': 168, 'm': 464, 'k_avg': 5.523809523809524, 'intersection_count': 141, 'streets_per_node_avg': 2.8988095238095237, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 104, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16071428571428573, 2: 0.0, 3: 0.6190476190476191, 4: 0.22023809523809523}, 'edge_length_total': 71594.18400000005, 'edge_length_avg': 154.2978103448277, 'street_length_total': 35797.091999999975, 'street_length_avg': 154.29781034482747, 'street_segments_count': 232, 'node_density_km': 28.014421174269224, 'intersection_density_km': 23.512103485547385, 'edge_density_km': 11938.509667881717, 'street_density_km': 5969.2548339408495, 'circuity_avg': 1.0303524309923264, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0303524309923264\n", - "2058\n", - "8995238.918403478\n", - "{'n': 331, 'm': 927, 'k_avg': 5.601208459214502, 'intersection_count': 279, 'streets_per_node_avg': 2.876132930513595, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 219, 4: 57, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15709969788519637, 2: 0.0, 3: 0.6616314199395771, 4: 0.17220543806646527, 5: 0.00906344410876133}, 'edge_length_total': 130951.04299999986, 'edge_length_avg': 141.26326105717354, 'street_length_total': 65575.87900000004, 'street_length_avg': 141.32732543103458, 'street_segments_count': 464, 'node_density_km': 36.79724385339034, 'intersection_density_km': 31.01640796101482, 'edge_density_km': 14557.81710612326, 'street_density_km': 7290.065288409126, 'circuity_avg': 1.0425633138978492, 'self_loop_proportion': 0.002157497303128371, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0425633138978492\n", - "2059\n", - "23999562.245153304\n", - "{'n': 1023, 'm': 2580, 'k_avg': 5.043988269794721, 'intersection_count': 829, 'streets_per_node_avg': 2.7624633431085046, 'streets_per_node_counts': {0: 0, 1: 194, 2: 2, 3: 681, 4: 145, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18963831867057673, 2: 0.0019550342130987292, 3: 0.6656891495601173, 4: 0.14173998044965788, 5: 0.0009775171065493646}, 'edge_length_total': 329983.19100000063, 'edge_length_avg': 127.90046162790722, 'street_length_total': 170336.8830000002, 'street_length_avg': 122.98691913357416, 'street_segments_count': 1385, 'node_density_km': 42.62577748502868, 'intersection_density_km': 34.54229671074172, 'edge_density_km': 13749.550413847259, 'street_density_km': 7097.4995818684, 'circuity_avg': 1.0612382343957112, 'self_loop_proportion': 0.005813953488372093, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0612382343957112\n", - "2060\n", - "7002978.988503383\n", - "{'n': 329, 'm': 872, 'k_avg': 5.300911854103344, 'intersection_count': 275, 'streets_per_node_avg': 2.7933130699088147, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 235, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1641337386018237, 2: 0.0, 3: 0.7142857142857143, 4: 0.12158054711246201}, 'edge_length_total': 105190.56800000001, 'edge_length_avg': 120.63138532110094, 'street_length_total': 52794.75000000001, 'street_length_avg': 118.90709459459461, 'street_segments_count': 444, 'node_density_km': 46.98000672858096, 'intersection_density_km': 39.26900258468013, 'edge_density_km': 15020.831587912624, 'street_density_km': 7538.898815300152, 'circuity_avg': 1.0720467588093232, 'self_loop_proportion': 0.0022935779816513763, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0720467588093232\n", - "2061\n", - "15990479.402690396\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 300, 'm': 712, 'k_avg': 4.746666666666667, 'intersection_count': 231, 'streets_per_node_avg': 2.566666666666667, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 223, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23, 2: 0.0, 3: 0.7433333333333333, 4: 0.02666666666666667}, 'edge_length_total': 142368.23300000004, 'edge_length_avg': 199.95538342696634, 'street_length_total': 71327.34300000002, 'street_length_avg': 199.7964789915967, 'street_segments_count': 357, 'node_density_km': 18.76116359272662, 'intersection_density_km': 14.446095966399499, 'edge_density_km': 8903.312365734739, 'street_density_km': 4460.6131688584155, 'circuity_avg': 1.0992905080881252, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0992905080881252\n", - "2062\n", - "92020885.30665721\n", - "{'n': 5740, 'm': 15969, 'k_avg': 5.56411149825784, 'intersection_count': 4946, 'streets_per_node_avg': 2.8914634146341465, 'streets_per_node_counts': {0: 0, 1: 794, 2: 3, 3: 4002, 4: 915, 5: 25, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13832752613240418, 2: 0.0005226480836236934, 3: 0.697212543554007, 4: 0.15940766550522648, 5: 0.004355400696864111, 6: 0.00017421602787456446}, 'edge_length_total': 1621831.8289999994, 'edge_length_avg': 101.56126426200761, 'street_length_total': 826441.5069999933, 'street_length_avg': 100.9579168091856, 'street_segments_count': 8186, 'node_density_km': 62.37714385024225, 'intersection_density_km': 53.74866785423313, 'edge_density_km': 17624.605801120986, 'street_density_km': 8981.021039364037, 'circuity_avg': 1.0634085201709254, 'self_loop_proportion': 0.0016907758782641368, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0634085201709254\n", - "2063\n", - "23996107.694585998\n", - "{'n': 951, 'm': 2322, 'k_avg': 4.883280757097792, 'intersection_count': 758, 'streets_per_node_avg': 2.667718191377497, 'streets_per_node_counts': {0: 0, 1: 193, 2: 2, 3: 686, 4: 68, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20294426919032596, 2: 0.002103049421661409, 3: 0.7213459516298633, 4: 0.07150368033648791, 5: 0.002103049421661409}, 'edge_length_total': 283096.1460000004, 'edge_length_avg': 121.91909819121464, 'street_length_total': 145926.4210000001, 'street_length_avg': 118.35070640713714, 'street_segments_count': 1233, 'node_density_km': 39.63142740080987, 'intersection_density_km': 31.58845632998305, 'edge_density_km': 11797.586075339734, 'street_density_km': 6081.253795711377, 'circuity_avg': 1.0808874563734283, 'self_loop_proportion': 0.002583979328165375, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0808874563734283\n", - "2064\n", - "21012454.005922593\n", - "{'n': 541, 'm': 1558, 'k_avg': 5.759704251386322, 'intersection_count': 470, 'streets_per_node_avg': 2.957486136783734, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 352, 4: 117, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13123844731977818, 2: 0.0, 3: 0.6506469500924215, 4: 0.21626617375231053, 5: 0.0018484288354898336}, 'edge_length_total': 255547.79299999963, 'edge_length_avg': 164.02297368421029, 'street_length_total': 128034.29799999995, 'street_length_avg': 162.89350890585234, 'street_segments_count': 786, 'node_density_km': 25.746635773599465, 'intersection_density_km': 22.367687270964414, 'edge_density_km': 12161.730035338598, 'street_density_km': 6093.257739620135, 'circuity_avg': 1.028314564518799, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028314564518799\n", - "2065\n", - "9992847.744188493\n", - "{'n': 547, 'm': 1308, 'k_avg': 4.782449725776965, 'intersection_count': 403, 'streets_per_node_avg': 2.546617915904936, 'streets_per_node_counts': {0: 0, 1: 144, 2: 2, 3: 359, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.263254113345521, 2: 0.003656307129798903, 3: 0.6563071297989032, 4: 0.07678244972577697}, 'edge_length_total': 125176.95599999998, 'edge_length_avg': 95.70103669724769, 'street_length_total': 63158.09899999998, 'street_length_avg': 93.56755407407404, 'street_segments_count': 675, 'node_density_km': 54.73915084097193, 'intersection_density_km': 40.32884422104513, 'edge_density_km': 12526.654984090868, 'street_density_km': 6320.330361956192, 'circuity_avg': 1.06408490575688, 'self_loop_proportion': 0.0030581039755351682, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06408490575688\n", - "2066\n", - "13993434.889690213\n", - "{'n': 405, 'm': 902, 'k_avg': 4.454320987654321, 'intersection_count': 267, 'streets_per_node_avg': 2.3358024691358024, 'streets_per_node_counts': {0: 0, 1: 138, 2: 0, 3: 260, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34074074074074073, 2: 0.0, 3: 0.6419753086419753, 4: 0.01728395061728395}, 'edge_length_total': 142511.2310000001, 'edge_length_avg': 157.99471286031053, 'street_length_total': 71516.02299999993, 'street_length_avg': 157.17807252747238, 'street_segments_count': 455, 'node_density_km': 28.94214345459865, 'intersection_density_km': 19.080376055253925, 'edge_density_km': 10184.14936171222, 'street_density_km': 5110.6839431317885, 'circuity_avg': 1.1016480282554175, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1016480282554175\n", - "2067\n", - "18002198.22930374\n", - "{'n': 466, 'm': 1140, 'k_avg': 4.8927038626609445, 'intersection_count': 363, 'streets_per_node_avg': 2.6738197424892705, 'streets_per_node_counts': {0: 0, 1: 103, 2: 0, 3: 311, 4: 50, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22103004291845493, 2: 0.0, 3: 0.6673819742489271, 4: 0.1072961373390558, 5: 0.004291845493562232}, 'edge_length_total': 149709.8549999999, 'edge_length_avg': 131.32443421052622, 'street_length_total': 75727.29399999988, 'street_length_avg': 125.79284717607953, 'street_segments_count': 602, 'node_density_km': 25.885727624165995, 'intersection_density_km': 20.16420413642115, 'edge_density_km': 8316.198560479363, 'street_density_km': 4206.558167809306, 'circuity_avg': 1.0635300941682764, 'self_loop_proportion': 0.0035087719298245615, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0635300941682764\n", - "2068\n", - "12994158.687838795\n", - "{'n': 506, 'm': 1253, 'k_avg': 4.952569169960475, 'intersection_count': 419, 'streets_per_node_avg': 2.8043478260869565, 'streets_per_node_counts': {0: 0, 1: 87, 2: 2, 3: 340, 4: 77}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17193675889328064, 2: 0.003952569169960474, 3: 0.6719367588932806, 4: 0.15217391304347827}, 'edge_length_total': 181540.46700000003, 'edge_length_avg': 144.88465043894655, 'street_length_total': 101299.8650000001, 'street_length_avg': 145.96522334293962, 'street_segments_count': 694, 'node_density_km': 38.94057415764549, 'intersection_density_km': 32.24525804753648, 'edge_density_km': 13970.928888986355, 'street_density_km': 7795.8002078892905, 'circuity_avg': 1.0488773540277254, 'self_loop_proportion': 0.0031923383878691143, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0488773540277254\n", - "2069\n", - "9995317.250954911\n", - "{'n': 1551, 'm': 3925, 'k_avg': 5.061250805931657, 'intersection_count': 1284, 'streets_per_node_avg': 2.765957446808511, 'streets_per_node_counts': {0: 0, 1: 267, 2: 4, 3: 1105, 4: 175}, 'streets_per_node_proportion': {0: 0.0, 1: 0.172147001934236, 2: 0.0025789813023855577, 3: 0.7124435847840103, 4: 0.11283043197936815}, 'edge_length_total': 258980.1759999994, 'edge_length_avg': 65.98221044585972, 'street_length_total': 134675.08799999973, 'street_length_avg': 63.79682046423483, 'street_segments_count': 2111, 'node_density_km': 155.17266346416605, 'intersection_density_km': 128.46015466665972, 'edge_density_km': 25910.150673332304, 'street_density_km': 13473.818250954808, 'circuity_avg': 1.0827424269888282, 'self_loop_proportion': 0.006369426751592357, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0827424269888282\n", - "2070\n", - "43973551.17273553\n", - "{'n': 3017, 'm': 8484, 'k_avg': 5.624129930394432, 'intersection_count': 2659, 'streets_per_node_avg': 3.0013258203513424, 'streets_per_node_counts': {0: 0, 1: 358, 2: 8, 3: 1950, 4: 680, 5: 15, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11866092144514419, 2: 0.002651640702684786, 3: 0.6463374212794166, 4: 0.22538945972820681, 5: 0.004971826317533974, 6: 0.0019887305270135896}, 'edge_length_total': 812584.9449999941, 'edge_length_avg': 95.7785177982077, 'street_length_total': 422459.20800000045, 'street_length_avg': 93.81727914723528, 'street_segments_count': 4503, 'node_density_km': 68.60942360894882, 'intersection_density_km': 60.46816618369073, 'edge_density_km': 18478.947533894258, 'street_density_km': 9607.120569828656, 'circuity_avg': 1.0459679670246051, 'self_loop_proportion': 0.001885902876001886, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0459679670246051\n", - "2071\n", - "5996581.367841881\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 332, 'm': 960, 'k_avg': 5.783132530120482, 'intersection_count': 298, 'streets_per_node_avg': 2.9909638554216866, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 234, 4: 63, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10240963855421686, 2: 0.0, 3: 0.7048192771084337, 4: 0.1897590361445783, 5: 0.0030120481927710845}, 'edge_length_total': 107607.78699999998, 'edge_length_avg': 112.09144479166665, 'street_length_total': 53919.93900000006, 'street_length_avg': 111.63548447204981, 'street_segments_count': 483, 'node_density_km': 55.36487869245474, 'intersection_density_km': 49.69498147696238, 'edge_density_km': 17944.855643429237, 'street_density_km': 8991.779764576995, 'circuity_avg': 1.0465766756583093, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0465766756583093\n", - "2072\n", - "112938856.30101876\n", - "{'n': 17652, 'm': 48926, 'k_avg': 5.54339451620213, 'intersection_count': 14989, 'streets_per_node_avg': 2.979888964423295, 'streets_per_node_counts': {0: 0, 1: 2663, 2: 30, 3: 10033, 4: 4856, 5: 65, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15086109222750962, 2: 0.001699524133242692, 3: 0.5683775209607976, 4: 0.2750963063675504, 5: 0.0036823022886924993, 6: 0.00028325402220711536}, 'edge_length_total': 3111444.095000009, 'edge_length_avg': 63.59490035972712, 'street_length_total': 1661594.0189999973, 'street_length_avg': 63.33742544026825, 'street_segments_count': 26234, 'node_density_km': 156.29696083473416, 'intersection_density_km': 132.71783061136588, 'edge_density_km': 27549.810551534178, 'street_density_km': 14712.332614483976, 'circuity_avg': 1.0473654379556079, 'self_loop_proportion': 0.002248293340963905, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473654379556079\n", - "2073\n", - "10003238.683429869\n", - "{'n': 325, 'm': 805, 'k_avg': 4.953846153846154, 'intersection_count': 254, 'streets_per_node_avg': 2.649230769230769, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 227, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21846153846153846, 2: 0.0, 3: 0.6984615384615385, 4: 0.08, 5: 0.003076923076923077}, 'edge_length_total': 108153.81899999999, 'edge_length_avg': 134.35257018633538, 'street_length_total': 54266.893000000004, 'street_length_avg': 133.33388943488944, 'street_segments_count': 407, 'node_density_km': 32.4894776866971, 'intersection_density_km': 25.391776407449427, 'edge_density_km': 10811.880274251005, 'street_density_km': 5424.932336153474, 'circuity_avg': 1.0636630252514385, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0636630252514385\n", - "2074\n", - "6997283.620062338\n", - "{'n': 273, 'm': 640, 'k_avg': 4.688644688644689, 'intersection_count': 192, 'streets_per_node_avg': 2.4542124542124544, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 179, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2967032967032967, 2: 0.0, 3: 0.6556776556776557, 4: 0.047619047619047616}, 'edge_length_total': 69498.64699999995, 'edge_length_avg': 108.59163593749993, 'street_length_total': 34871.723000000005, 'street_length_avg': 108.6346510903427, 'street_segments_count': 321, 'node_density_km': 39.01513999193417, 'intersection_density_km': 27.439219334986667, 'edge_density_km': 9932.232388113604, 'street_density_km': 4983.608624926559, 'circuity_avg': 1.0454680983832172, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454680983832172\n", - "2075\n", - "12989848.000750527\n", - "{'n': 245, 'm': 588, 'k_avg': 4.8, 'intersection_count': 184, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 160, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24897959183673468, 2: 0.0, 3: 0.6530612244897959, 4: 0.09795918367346938}, 'edge_length_total': 91249.66400000006, 'edge_length_avg': 155.18650340136065, 'street_length_total': 45624.83200000002, 'street_length_avg': 155.1865034013606, 'street_segments_count': 294, 'node_density_km': 18.86088274365061, 'intersection_density_km': 14.164907856455969, 'edge_density_km': 7024.69066572048, 'street_density_km': 3512.3453328602386, 'circuity_avg': 1.061713862994768, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061713862994768\n", - "2076\n", - "12999622.804495832\n", - "{'n': 267, 'm': 746, 'k_avg': 5.588014981273409, 'intersection_count': 240, 'streets_per_node_avg': 2.943820224719101, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 201, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10112359550561797, 2: 0.0, 3: 0.7528089887640449, 4: 0.14606741573033707}, 'edge_length_total': 153807.11999999988, 'edge_length_avg': 206.17576407506687, 'street_length_total': 77350.48899999993, 'street_length_avg': 202.48819109947624, 'street_segments_count': 382, 'node_density_km': 20.539057480010868, 'intersection_density_km': 18.462074139335613, 'edge_density_km': 11831.66021915703, 'street_density_km': 5950.210260966093, 'circuity_avg': 1.0591168819917895, 'self_loop_proportion': 0.002680965147453083, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0591168819917895\n", - "2077\n", - "14993856.927845428\n", - "{'n': 479, 'm': 1161, 'k_avg': 4.847599164926931, 'intersection_count': 358, 'streets_per_node_avg': 2.5553235908141962, 'streets_per_node_counts': {0: 0, 1: 121, 2: 1, 3: 329, 4: 26, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25260960334029225, 2: 0.0020876826722338203, 3: 0.6868475991649269, 4: 0.054279749478079335, 5: 0.0041753653444676405}, 'edge_length_total': 150165.42200000008, 'edge_length_avg': 129.3414487510767, 'street_length_total': 76489.87300000002, 'street_length_avg': 128.987981450253, 'street_segments_count': 593, 'node_density_km': 31.94641660948747, 'intersection_density_km': 23.876444981621116, 'edge_density_km': 10015.129710963462, 'street_density_km': 5101.414090323148, 'circuity_avg': 1.094634572205578, 'self_loop_proportion': 0.0034453057708871662, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.094634572205578\n", - "2078\n", - "3997633.316592795\n", - "{'n': 300, 'm': 811, 'k_avg': 5.406666666666666, 'intersection_count': 263, 'streets_per_node_avg': 2.8533333333333335, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 234, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12333333333333334, 2: 0.0, 3: 0.78, 4: 0.09333333333333334, 5: 0.0033333333333333335}, 'edge_length_total': 80008.63800000006, 'edge_length_avg': 98.65430086313202, 'street_length_total': 40361.284999999996, 'street_length_avg': 98.2026399026764, 'street_segments_count': 411, 'node_density_km': 75.04440158500873, 'intersection_density_km': 65.78892538952431, 'edge_density_km': 20014.001201138646, 'street_density_km': 10096.294933423294, 'circuity_avg': 1.0535709619471245, 'self_loop_proportion': 0.002466091245376079, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535709619471245\n", - "2079\n", - "21985074.758853067\n", - "{'n': 945, 'm': 2171, 'k_avg': 4.594708994708995, 'intersection_count': 647, 'streets_per_node_avg': 2.4264550264550264, 'streets_per_node_counts': {0: 0, 1: 298, 2: 0, 3: 594, 4: 52, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31534391534391537, 2: 0.0, 3: 0.6285714285714286, 4: 0.05502645502645503, 5: 0.0010582010582010583}, 'edge_length_total': 251533.3979999997, 'edge_length_avg': 115.8606163058497, 'street_length_total': 127123.67800000009, 'street_length_avg': 113.9101057347671, 'street_segments_count': 1116, 'node_density_km': 42.983706462924914, 'intersection_density_km': 29.429056170912613, 'edge_density_km': 11441.09814312598, 'street_density_km': 5782.271809142211, 'circuity_avg': 1.0955815897845564, 'self_loop_proportion': 0.0009212344541685859, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0955815897845564\n", - "2080\n", - "49962968.5597586\n", - "error with entry 2080\n", - "2081\n", - "3997429.863124178\n", - "{'n': 44, 'm': 88, 'k_avg': 4.0, 'intersection_count': 29, 'streets_per_node_avg': 2.4545454545454546, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 23, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3409090909090909, 2: 0.0, 3: 0.5227272727272727, 4: 0.13636363636363635}, 'edge_length_total': 21680.45200000001, 'edge_length_avg': 246.3687727272728, 'street_length_total': 12355.626000000002, 'street_length_avg': 252.15563265306128, 'street_segments_count': 49, 'node_density_km': 11.00707242068081, 'intersection_density_km': 7.254661368175988, 'edge_density_km': 5423.597847206686, 'street_density_km': 3090.892504201063, 'circuity_avg': 1.1327467555398434, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1327467555398434\n", - "2082\n", - "24992540.13188755\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1668, 'm': 4295, 'k_avg': 5.149880095923262, 'intersection_count': 1404, 'streets_per_node_avg': 2.812350119904077, 'streets_per_node_counts': {0: 0, 1: 264, 2: 7, 3: 1180, 4: 212, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15827338129496402, 2: 0.004196642685851319, 3: 0.7074340527577938, 4: 0.12709832134292565, 5: 0.002997601918465228}, 'edge_length_total': 399760.1029999982, 'edge_length_avg': 93.07569336437676, 'street_length_total': 211793.44499999977, 'street_length_avg': 90.93750322026611, 'street_segments_count': 2329, 'node_density_km': 66.73991483850125, 'intersection_density_km': 56.176762849673715, 'edge_density_km': 15995.176996433074, 'street_density_km': 8474.266476410541, 'circuity_avg': 1.067611465481956, 'self_loop_proportion': 0.005122235157159488, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067611465481956\n", - "2083\n", - "8998217.232273059\n", - "{'n': 578, 'm': 1449, 'k_avg': 5.013840830449827, 'intersection_count': 445, 'streets_per_node_avg': 2.6453287197231834, 'streets_per_node_counts': {0: 0, 1: 133, 2: 0, 3: 384, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2301038062283737, 2: 0.0, 3: 0.6643598615916955, 4: 0.10553633217993079}, 'edge_length_total': 142356.4350000002, 'edge_length_avg': 98.24460662525894, 'street_length_total': 71756.16100000005, 'street_length_avg': 96.0591178045516, 'street_segments_count': 747, 'node_density_km': 64.23494622100718, 'intersection_density_km': 49.45424060267853, 'edge_density_km': 15820.515478268713, 'street_density_km': 7974.486406333798, 'circuity_avg': 1.0527028304470878, 'self_loop_proportion': 0.0027605244996549345, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0527028304470878\n", - "2084\n", - "50029682.48271054\n", - "{'n': 3334, 'm': 8243, 'k_avg': 4.944811037792442, 'intersection_count': 2646, 'streets_per_node_avg': 2.718356328734253, 'streets_per_node_counts': {0: 0, 1: 688, 2: 6, 3: 2204, 4: 429, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20635872825434912, 2: 0.001799640071985603, 3: 0.6610677864427115, 4: 0.1286742651469706, 5: 0.0020995800839832034}, 'edge_length_total': 832085.8869999957, 'edge_length_avg': 100.94454531117259, 'street_length_total': 440083.61499999935, 'street_length_avg': 98.49678043867488, 'street_segments_count': 4468, 'node_density_km': 66.64043892647484, 'intersection_density_km': 52.888602699295866, 'edge_density_km': 16631.844251411174, 'street_density_km': 8796.450290326851, 'circuity_avg': 1.06447782890613, 'self_loop_proportion': 0.005459177483925755, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06447782890613\n", - "2085\n", - "20986912.433197677\n", - "{'n': 654, 'm': 1582, 'k_avg': 4.837920489296636, 'intersection_count': 484, 'streets_per_node_avg': 2.5275229357798166, 'streets_per_node_counts': {0: 0, 1: 170, 2: 0, 3: 453, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2599388379204893, 2: 0.0, 3: 0.6926605504587156, 4: 0.047400611620795105}, 'edge_length_total': 196984.9509999998, 'edge_length_avg': 124.51640391908963, 'street_length_total': 99067.64700000003, 'street_length_avg': 123.06540000000004, 'street_segments_count': 805, 'node_density_km': 31.16227801882304, 'intersection_density_km': 23.061991683654973, 'edge_density_km': 9386.085334229707, 'street_density_km': 4720.448866184436, 'circuity_avg': 1.0701772852346458, 'self_loop_proportion': 0.0037926675094816687, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0701772852346458\n", - "2086\n", - "58955783.582116626\n", - "{'n': 6874, 'm': 19355, 'k_avg': 5.631364562118126, 'intersection_count': 5730, 'streets_per_node_avg': 2.8901658423043353, 'streets_per_node_counts': {0: 0, 1: 1144, 2: 3, 3: 4232, 4: 1458, 5: 33, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16642420715740472, 2: 0.00043642711667151585, 3: 0.6156531859179517, 4: 0.21210357870235672, 5: 0.004800698283386674, 6: 0.0005819028222286878}, 'edge_length_total': 1501210.3169999963, 'edge_length_avg': 77.56188669594401, 'street_length_total': 764939.1990000008, 'street_length_avg': 77.53286022704245, 'street_segments_count': 9866, 'node_density_km': 116.59585510258789, 'intersection_density_km': 97.19148235930007, 'edge_density_km': 25463.325661833227, 'street_density_km': 12974.794880548989, 'circuity_avg': 1.0547171632198575, 'self_loop_proportion': 0.0030483079307672438, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0547171632198575\n", - "2087\n", - "58968966.53397632\n", - "{'n': 2618, 'm': 6014, 'k_avg': 4.594346829640947, 'intersection_count': 1832, 'streets_per_node_avg': 2.4472880061115356, 'streets_per_node_counts': {0: 0, 1: 786, 2: 8, 3: 1697, 4: 122, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3002291825821238, 2: 0.0030557677616501145, 3: 0.6482047364400305, 4: 0.04660045836516425, 5: 0.0015278838808250573, 6: 0.0003819709702062643}, 'edge_length_total': 658327.0350000005, 'edge_length_avg': 109.46575241104098, 'street_length_total': 340941.74700000003, 'street_length_avg': 108.26984661797397, 'street_segments_count': 3149, 'node_density_km': 44.39623337288062, 'intersection_density_km': 31.067188517615474, 'edge_density_km': 11163.957479578523, 'street_density_km': 5781.714807627817, 'circuity_avg': 1.0779049760481976, 'self_loop_proportion': 0.002327901563019621, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0779049760481976\n", - "2088\n", - "25000693.138552185\n", - "{'n': 946, 'm': 2233, 'k_avg': 4.72093023255814, 'intersection_count': 685, 'streets_per_node_avg': 2.504228329809725, 'streets_per_node_counts': {0: 0, 1: 261, 2: 0, 3: 632, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2758985200845666, 2: 0.0, 3: 0.6680761099365751, 4: 0.056025369978858354}, 'edge_length_total': 258594.927, 'edge_length_avg': 115.80605776981639, 'street_length_total': 132241.93000000002, 'street_length_avg': 113.51238626609444, 'street_segments_count': 1165, 'node_density_km': 37.838950894574424, 'intersection_density_km': 27.399240341208756, 'edge_density_km': 10343.51030056983, 'street_density_km': 5289.530544898255, 'circuity_avg': 1.0593316374854402, 'self_loop_proportion': 0.0035826242722794446, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0593316374854402\n", - "2089\n", - "17986011.277084537\n", - "{'n': 881, 'm': 2399, 'k_avg': 5.446083995459705, 'intersection_count': 751, 'streets_per_node_avg': 2.9035187287173665, 'streets_per_node_counts': {0: 0, 1: 130, 2: 5, 3: 581, 4: 155, 5: 7, 6: 2, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14755959137343927, 2: 0.0056753688989784334, 3: 0.659477866061294, 4: 0.17593643586833144, 5: 0.007945516458569807, 6: 0.0022701475595913734, 7: 0.0, 8: 0.0011350737797956867}, 'edge_length_total': 278498.1170000002, 'edge_length_avg': 116.08925260525227, 'street_length_total': 146730.33899999992, 'street_length_avg': 115.99236284584974, 'street_segments_count': 1265, 'node_density_km': 48.9825112654331, 'intersection_density_km': 41.754671918660904, 'edge_density_km': 15484.151138881287, 'street_density_km': 8158.02551991863, 'circuity_avg': 1.067362324828382, 'self_loop_proportion': 0.005002084201750729, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067362324828382\n", - "2090\n", - "26979536.313052062\n", - "{'n': 3720, 'm': 10555, 'k_avg': 5.674731182795699, 'intersection_count': 3117, 'streets_per_node_avg': 2.8916666666666666, 'streets_per_node_counts': {0: 0, 1: 603, 2: 0, 3: 2341, 4: 750, 5: 25, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1620967741935484, 2: 0.0, 3: 0.6293010752688172, 4: 0.20161290322580644, 5: 0.006720430107526882, 6: 0.00026881720430107527}, 'edge_length_total': 691869.7650000011, 'edge_length_avg': 65.5490066319281, 'street_length_total': 346885.2210000013, 'street_length_avg': 65.48710987351356, 'street_segments_count': 5297, 'node_density_km': 137.8822807343932, 'intersection_density_km': 115.53200780889881, 'edge_density_km': 25644.24224983032, 'street_density_km': 12857.345544229625, 'circuity_avg': 1.0390125061861692, 'self_loop_proportion': 0.0009474182851729038, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0390125061861692\n", - "2091\n", - "29000213.36294806\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1219, 'm': 2944, 'k_avg': 4.830188679245283, 'intersection_count': 893, 'streets_per_node_avg': 2.5545529122231336, 'streets_per_node_counts': {0: 0, 1: 326, 2: 3, 3: 779, 4: 110, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2674323215750615, 2: 0.002461033634126333, 3: 0.6390484003281378, 4: 0.09023789991796555, 5: 0.0008203445447087777}, 'edge_length_total': 359622.8819999999, 'edge_length_avg': 122.15451154891302, 'street_length_total': 182557.70199999996, 'street_length_avg': 120.50013333333331, 'street_segments_count': 1515, 'node_density_km': 42.034173498787, 'intersection_density_km': 30.792876894517466, 'edge_density_km': 12400.697798295161, 'street_density_km': 6295.04685759463, 'circuity_avg': 1.0529208745303347, 'self_loop_proportion': 0.0020380434782608695, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0529208745303347\n", - "2092\n", - "10996646.908557681\n", - "{'n': 317, 'm': 899, 'k_avg': 5.6719242902208205, 'intersection_count': 276, 'streets_per_node_avg': 2.9242902208201893, 'streets_per_node_counts': {0: 0, 1: 41, 2: 1, 3: 217, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12933753943217666, 2: 0.0031545741324921135, 3: 0.6845425867507886, 4: 0.17981072555205047, 5: 0.0031545741324921135}, 'edge_length_total': 129341.23899999984, 'edge_length_avg': 143.87234593993307, 'street_length_total': 64854.69199999999, 'street_length_avg': 144.12153777777775, 'street_segments_count': 450, 'node_density_km': 28.826969042109372, 'intersection_density_km': 25.098559796915417, 'edge_density_km': 11761.879787132697, 'street_density_km': 5897.678859683086, 'circuity_avg': 1.0369650560013344, 'self_loop_proportion': 0.002224694104560623, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0369650560013344\n", - "2093\n", - "9001459.170403736\n", - "{'n': 1269, 'm': 3752, 'k_avg': 5.913317572892041, 'intersection_count': 1144, 'streets_per_node_avg': 3.020488573680063, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 880, 4: 252, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09850275807722617, 2: 0.0, 3: 0.6934594168636722, 4: 0.19858156028368795, 5: 0.009456264775413711}, 'edge_length_total': 224700.1700000004, 'edge_length_avg': 59.888105010661086, 'street_length_total': 112720.45199999987, 'street_length_avg': 59.73526868044508, 'street_segments_count': 1887, 'node_density_km': 140.97714336942136, 'intersection_density_km': 127.09050592168481, 'edge_density_km': 24962.638361878173, 'street_density_km': 12522.464398951899, 'circuity_avg': 1.0378397775023671, 'self_loop_proportion': 0.0015991471215351812, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0378397775023671\n", - "2094\n", - "5995429.102194335\n", - "{'n': 190, 'm': 597, 'k_avg': 6.28421052631579, 'intersection_count': 171, 'streets_per_node_avg': 3.194736842105263, 'streets_per_node_counts': {0: 0, 1: 19, 2: 1, 3: 94, 4: 76}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1, 2: 0.005263157894736842, 3: 0.49473684210526314, 4: 0.4}, 'edge_length_total': 83498.88900000002, 'edge_length_avg': 139.864135678392, 'street_length_total': 41794.823, 'street_length_avg': 139.782016722408, 'street_segments_count': 299, 'node_density_km': 31.69080924173713, 'intersection_density_km': 28.52172831756342, 'edge_density_km': 13927.09138524202, 'street_density_km': 6971.114542027198, 'circuity_avg': 1.0506814782098268, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0506814782098268\n", - "2095\n", - "7994995.515980464\n", - "{'n': 759, 'm': 1756, 'k_avg': 4.627140974967062, 'intersection_count': 579, 'streets_per_node_avg': 2.590250329380764, 'streets_per_node_counts': {0: 0, 1: 180, 2: 1, 3: 528, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23715415019762845, 2: 0.0013175230566534915, 3: 0.6956521739130435, 4: 0.06587615283267458}, 'edge_length_total': 144786.26199999996, 'edge_length_avg': 82.45231321184508, 'street_length_total': 75228.11999999997, 'street_length_avg': 78.44433785192906, 'street_segments_count': 959, 'node_density_km': 94.93438720295771, 'intersection_density_km': 72.42030328130765, 'edge_density_km': 18109.61140761117, 'street_density_km': 9409.401149710888, 'circuity_avg': 1.0731338909345898, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0731338909345898\n", - "2096\n", - "8999955.275213119\n", - "{'n': 426, 'm': 1126, 'k_avg': 5.286384976525822, 'intersection_count': 375, 'streets_per_node_avg': 2.908450704225352, 'streets_per_node_counts': {0: 0, 1: 51, 2: 1, 3: 312, 4: 60, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11971830985915492, 2: 0.002347417840375587, 3: 0.7323943661971831, 4: 0.14084507042253522, 5: 0.004694835680751174}, 'edge_length_total': 124578.97899999989, 'edge_length_avg': 110.63852486678498, 'street_length_total': 64886.67900000004, 'street_length_avg': 107.60643283582097, 'street_segments_count': 603, 'node_density_km': 47.33356855375177, 'intersection_density_km': 41.66687372689417, 'edge_density_km': 13842.177565382388, 'street_density_km': 7209.666827868045, 'circuity_avg': 1.0605176332815571, 'self_loop_proportion': 0.007104795737122558, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0605176332815571\n", - "2097\n", - "12002143.32191073\n", - "{'n': 341, 'm': 744, 'k_avg': 4.363636363636363, 'intersection_count': 213, 'streets_per_node_avg': 2.2961876832844577, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 197, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.375366568914956, 2: 0.0, 3: 0.5777126099706745, 4: 0.0469208211143695}, 'edge_length_total': 96880.1749999999, 'edge_length_avg': 130.2152889784945, 'street_length_total': 48755.975999999995, 'street_length_avg': 129.32619628647214, 'street_segments_count': 377, 'node_density_km': 28.411592067683554, 'intersection_density_km': 17.746830235825797, 'edge_density_km': 8071.906192216397, 'street_density_km': 4062.2724368732243, 'circuity_avg': 1.085958669407208, 'self_loop_proportion': 0.005376344086021506, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.085958669407208\n", - "2098\n", - "5996913.327693542\n", - "{'n': 1142, 'm': 2847, 'k_avg': 4.9859894921190895, 'intersection_count': 941, 'streets_per_node_avg': 2.7845884413309983, 'streets_per_node_counts': {0: 0, 1: 201, 2: 3, 3: 782, 4: 153, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17600700525394045, 2: 0.002626970227670753, 3: 0.6847635726795096, 4: 0.1339754816112084, 5: 0.002626970227670753}, 'edge_length_total': 160640.08100000027, 'edge_length_avg': 56.424334738321136, 'street_length_total': 85982.73499999987, 'street_length_avg': 54.83592793367339, 'street_segments_count': 1568, 'node_density_km': 190.4312998365814, 'intersection_density_km': 156.9140570457295, 'edge_density_km': 26787.12734735882, 'street_density_km': 14337.831864758577, 'circuity_avg': 1.0733892665806177, 'self_loop_proportion': 0.009483667017913594, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0733892665806177\n", - "2099\n", - "8997431.965478318\n", - "{'n': 278, 'm': 875, 'k_avg': 6.294964028776978, 'intersection_count': 255, 'streets_per_node_avg': 3.3093525179856114, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 124, 4: 130, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08273381294964029, 2: 0.0, 3: 0.4460431654676259, 4: 0.4676258992805755, 5: 0.0035971223021582736}, 'edge_length_total': 141182.32500000007, 'edge_length_avg': 161.35122857142866, 'street_length_total': 70859.09600000005, 'street_length_avg': 159.23392359550573, 'street_segments_count': 445, 'node_density_km': 30.897705152608072, 'intersection_density_km': 28.341420193939058, 'edge_density_km': 15691.402340322624, 'street_density_km': 7875.4800560732065, 'circuity_avg': 1.0366321757679569, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0366321757679569\n", - "2100\n", - "11994798.218970368\n", - "{'n': 1030, 'm': 2839, 'k_avg': 5.512621359223301, 'intersection_count': 879, 'streets_per_node_avg': 2.8398058252427183, 'streets_per_node_counts': {0: 0, 1: 151, 2: 0, 3: 748, 4: 125, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14660194174757282, 2: 0.0, 3: 0.7262135922330097, 4: 0.12135922330097088, 5: 0.005825242718446602}, 'edge_length_total': 247869.20800000036, 'edge_length_avg': 87.30863261711883, 'street_length_total': 126398.84399999991, 'street_length_avg': 88.20575296580594, 'street_segments_count': 1433, 'node_density_km': 85.87055665271667, 'intersection_density_km': 73.28176630848344, 'edge_density_km': 20664.725114590332, 'street_density_km': 10537.804946155231, 'circuity_avg': 1.051814271894041, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051814271894041\n", - "2101\n", - "33978349.08127208\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 923, 'm': 2430, 'k_avg': 5.265438786565547, 'intersection_count': 746, 'streets_per_node_avg': 2.788732394366197, 'streets_per_node_counts': {0: 0, 1: 177, 2: 0, 3: 587, 4: 159}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19176598049837487, 2: 0.0, 3: 0.6359696641386782, 4: 0.1722643553629469}, 'edge_length_total': 367777.2049999993, 'edge_length_avg': 151.34864403292153, 'street_length_total': 186255.66499999983, 'street_length_avg': 151.0589334955392, 'street_segments_count': 1233, 'node_density_km': 27.16435686125586, 'intersection_density_km': 21.955157333149376, 'edge_density_km': 10823.869167990504, 'street_density_km': 5481.598430650616, 'circuity_avg': 1.047546694472836, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047546694472836\n", - "2102\n", - "17988573.282032724\n", - "{'n': 262, 'm': 584, 'k_avg': 4.458015267175573, 'intersection_count': 189, 'streets_per_node_avg': 2.4732824427480917, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 181, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2786259541984733, 2: 0.0, 3: 0.6908396946564885, 4: 0.030534351145038167}, 'edge_length_total': 128537.33599999991, 'edge_length_avg': 220.09817808219162, 'street_length_total': 64491.31499999998, 'street_length_avg': 214.2568604651162, 'street_segments_count': 301, 'node_density_km': 14.56480154886379, 'intersection_density_km': 10.506669819600214, 'edge_density_km': 7145.499200227572, 'street_density_km': 3585.1267351155047, 'circuity_avg': 1.14543793579377, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.14543793579377\n", - "2103\n", - "8993842.084786639\n", - "{'n': 422, 'm': 1019, 'k_avg': 4.829383886255924, 'intersection_count': 310, 'streets_per_node_avg': 2.5450236966824646, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 278, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26540284360189575, 2: 0.0, 3: 0.6587677725118484, 4: 0.07582938388625593}, 'edge_length_total': 82417.15100000016, 'edge_length_avg': 80.88042296369005, 'street_length_total': 41478.764999999956, 'street_length_avg': 79.46123563218383, 'street_segments_count': 522, 'node_density_km': 46.92099283284349, 'intersection_density_km': 34.46802791038265, 'edge_density_km': 9163.731164394281, 'street_density_km': 4611.907192607102, 'circuity_avg': 1.052257897196709, 'self_loop_proportion': 0.001962708537782139, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052257897196709\n", - "2104\n", - "14990059.585290676\n", - "{'n': 590, 'm': 1419, 'k_avg': 4.810169491525424, 'intersection_count': 487, 'streets_per_node_avg': 2.7423728813559323, 'streets_per_node_counts': {0: 0, 1: 103, 2: 3, 3: 427, 4: 57}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17457627118644067, 2: 0.005084745762711864, 3: 0.7237288135593221, 4: 0.09661016949152543}, 'edge_length_total': 180574.73500000063, 'edge_length_avg': 127.25492248062059, 'street_length_total': 102372.37700000004, 'street_length_avg': 128.93246473551642, 'street_segments_count': 794, 'node_density_km': 39.35941659491136, 'intersection_density_km': 32.48819640969802, 'edge_density_km': 12046.29868030635, 'street_density_km': 6829.350905346311, 'circuity_avg': 1.045672691622907, 'self_loop_proportion': 0.004228329809725159, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045672691622907\n", - "2105\n", - "8998852.721372534\n", - "{'n': 212, 'm': 578, 'k_avg': 5.452830188679245, 'intersection_count': 175, 'streets_per_node_avg': 2.8254716981132075, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 138, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17452830188679244, 2: 0.0, 3: 0.6509433962264151, 4: 0.17452830188679244}, 'edge_length_total': 99651.43199999994, 'edge_length_avg': 172.40732179930785, 'street_length_total': 49825.71600000003, 'street_length_avg': 172.40732179930805, 'street_segments_count': 289, 'node_density_km': 23.558558692320176, 'intersection_density_km': 19.4469234488492, 'edge_density_km': 11073.792969555432, 'street_density_km': 5536.896484777722, 'circuity_avg': 1.033090504900087, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.033090504900087\n", - "2106\n", - "10994435.611833468\n", - "{'n': 440, 'm': 1023, 'k_avg': 4.65, 'intersection_count': 294, 'streets_per_node_avg': 2.4022727272727273, 'streets_per_node_counts': {0: 0, 1: 146, 2: 2, 3: 261, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33181818181818185, 2: 0.004545454545454545, 3: 0.5931818181818181, 4: 0.07045454545454545}, 'edge_length_total': 106127.61900000005, 'edge_length_avg': 103.74156304985343, 'street_length_total': 53276.50200000004, 'street_length_avg': 103.65078210116738, 'street_segments_count': 514, 'node_density_km': 40.020244379476985, 'intersection_density_km': 26.740799653559623, 'edge_density_km': 9652.848290436425, 'street_density_km': 4845.7696130084, 'circuity_avg': 1.0727516599710356, 'self_loop_proportion': 0.0019550342130987292, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0727516599710356\n", - "2107\n", - "6001161.96310454\n", - "{'n': 304, 'm': 750, 'k_avg': 4.934210526315789, 'intersection_count': 231, 'streets_per_node_avg': 2.6348684210526314, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 196, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24013157894736842, 2: 0.0, 3: 0.6447368421052632, 4: 0.11513157894736842}, 'edge_length_total': 79407.53299999994, 'edge_length_avg': 105.87671066666658, 'street_length_total': 40366.74999999997, 'street_length_avg': 103.77056555269915, 'street_segments_count': 389, 'node_density_km': 50.65685643363869, 'intersection_density_km': 38.49254551371887, 'edge_density_km': 13232.02631227113, 'street_density_km': 6726.489011324286, 'circuity_avg': 1.0403578222775838, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0403578222775838\n", - "2108\n", - "15001069.442450142\n", - "{'n': 579, 'm': 1321, 'k_avg': 4.563039723661485, 'intersection_count': 417, 'streets_per_node_avg': 2.545768566493955, 'streets_per_node_counts': {0: 0, 1: 162, 2: 0, 3: 356, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27979274611398963, 2: 0.0, 3: 0.614853195164076, 4: 0.10535405872193437}, 'edge_length_total': 158519.54199999975, 'edge_length_avg': 119.99965329295969, 'street_length_total': 83550.03200000005, 'street_length_avg': 116.5272412831242, 'street_segments_count': 717, 'node_density_km': 38.5972481642903, 'intersection_density_km': 27.79801810796037, 'edge_density_km': 10567.216064704022, 'street_density_km': 5569.605041862517, 'circuity_avg': 1.0692398737500644, 'self_loop_proportion': 0.002271006813020439, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0692398737500644\n", - "2109\n", - "6994655.126516265\n", - "{'n': 213, 'm': 509, 'k_avg': 4.779342723004695, 'intersection_count': 168, 'streets_per_node_avg': 2.652582159624413, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 152, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2112676056338028, 2: 0.0, 3: 0.7136150234741784, 4: 0.07511737089201878}, 'edge_length_total': 61694.701999999925, 'edge_length_avg': 121.20766601178767, 'street_length_total': 33093.20099999996, 'street_length_avg': 121.22051648351632, 'street_segments_count': 273, 'node_density_km': 30.451823020198866, 'intersection_density_km': 24.018339283537134, 'edge_density_km': 8820.263599004256, 'street_density_km': 4731.2126761683885, 'circuity_avg': 1.0628550079217676, 'self_loop_proportion': 0.003929273084479371, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0628550079217676\n", - "2110\n", - "49999536.4961622\n", - "{'n': 2248, 'm': 5396, 'k_avg': 4.800711743772242, 'intersection_count': 1829, 'streets_per_node_avg': 2.7193060498220643, 'streets_per_node_counts': {0: 0, 1: 419, 2: 4, 3: 1617, 4: 205, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18638790035587188, 2: 0.0017793594306049821, 3: 0.719306049822064, 4: 0.09119217081850534, 5: 0.0013345195729537367}, 'edge_length_total': 547215.6089999994, 'edge_length_avg': 101.41134340252026, 'street_length_total': 289329.29399999965, 'street_length_avg': 95.51974050841851, 'street_segments_count': 3029, 'node_density_km': 44.96041678651459, 'intersection_density_km': 36.58033910255124, 'edge_density_km': 10944.413635554438, 'street_density_km': 5786.639522592526, 'circuity_avg': 1.0731182798819263, 'self_loop_proportion': 0.004818383988139363, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0731182798819263\n", - "2111\n", - "57016226.43251208\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3446, 'm': 8270, 'k_avg': 4.799767846778874, 'intersection_count': 2692, 'streets_per_node_avg': 2.6314567614625655, 'streets_per_node_counts': {0: 0, 1: 754, 2: 3, 3: 2452, 4: 233, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2188044109112014, 2: 0.0008705745792222867, 3: 0.7115496227510156, 4: 0.06761462565293093, 5: 0.0011607661056297156}, 'edge_length_total': 784904.2429999954, 'edge_length_avg': 94.90982382103934, 'street_length_total': 408183.3960000005, 'street_length_avg': 91.31619597315446, 'street_segments_count': 4470, 'node_density_km': 60.43893494212385, 'intersection_density_km': 47.214629386012014, 'edge_density_km': 13766.330957189115, 'street_density_km': 7159.074206413002, 'circuity_avg': 1.097567882979104, 'self_loop_proportion': 0.0032648125755743653, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.097567882979104\n", - "2112\n", - "8995201.348090166\n", - "{'n': 262, 'm': 659, 'k_avg': 5.030534351145038, 'intersection_count': 208, 'streets_per_node_avg': 2.736641221374046, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 169, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20610687022900764, 2: 0.0, 3: 0.6450381679389313, 4: 0.14885496183206107}, 'edge_length_total': 110263.11699999993, 'edge_length_avg': 167.31884218512886, 'street_length_total': 59847.04100000002, 'street_length_avg': 174.48116909620998, 'street_segments_count': 343, 'node_density_km': 29.126640956806046, 'intersection_density_km': 23.123440148914725, 'edge_density_km': 12257.9932047225, 'street_density_km': 6653.218608909356, 'circuity_avg': 1.0826979045145366, 'self_loop_proportion': 0.0030349013657056147, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0826979045145366\n", - "2113\n", - "21984800.92540634\n", - "{'n': 544, 'm': 1342, 'k_avg': 4.9338235294117645, 'intersection_count': 417, 'streets_per_node_avg': 2.5863970588235294, 'streets_per_node_counts': {0: 0, 1: 127, 2: 1, 3: 388, 4: 26, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23345588235294118, 2: 0.001838235294117647, 3: 0.7132352941176471, 4: 0.04779411764705882, 5: 0.003676470588235294}, 'edge_length_total': 191413.43499999988, 'edge_length_avg': 142.6329619970193, 'street_length_total': 96365.906, 'street_length_avg': 142.3425494830133, 'street_segments_count': 677, 'node_density_km': 24.74436779508593, 'intersection_density_km': 18.96764957821844, 'edge_density_km': 8706.625802501418, 'street_density_km': 4383.296729725511, 'circuity_avg': 1.0610392201835601, 'self_loop_proportion': 0.0029806259314456036, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0610392201835601\n", - "2114\n", - "41982746.516229875\n", - "{'n': 912, 'm': 2166, 'k_avg': 4.75, 'intersection_count': 645, 'streets_per_node_avg': 2.4758771929824563, 'streets_per_node_counts': {0: 0, 1: 267, 2: 0, 3: 590, 4: 54, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29276315789473684, 2: 0.0, 3: 0.6469298245614035, 4: 0.05921052631578947, 5: 0.0010964912280701754}, 'edge_length_total': 356952.7740000002, 'edge_length_avg': 164.79814127423833, 'street_length_total': 179136.32899999982, 'street_length_avg': 163.74435923217533, 'street_segments_count': 1094, 'node_density_km': 21.72320954865197, 'intersection_density_km': 15.363454121579517, 'edge_density_km': 8502.368320805497, 'street_density_km': 4266.90352263515, 'circuity_avg': 1.0600544540660237, 'self_loop_proportion': 0.0009233610341643582, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0600544540660237\n", - "2115\n", - "45001621.43614828\n", - "{'n': 2957, 'm': 8188, 'k_avg': 5.5380453161988505, 'intersection_count': 2484, 'streets_per_node_avg': 2.862698681095705, 'streets_per_node_counts': {0: 0, 1: 473, 2: 3, 3: 1953, 4: 513, 5: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1599594183293879, 2: 0.0010145417653026716, 3: 0.6604666892120392, 4: 0.17348664186675686, 5: 0.005072708826513358}, 'edge_length_total': 759095.8940000029, 'edge_length_avg': 92.70834074255042, 'street_length_total': 385891.09700000053, 'street_length_avg': 92.36263690761143, 'street_segments_count': 4178, 'node_density_km': 65.70874349928961, 'intersection_density_km': 55.19801110998829, 'edge_density_km': 16868.1898512716, 'street_density_km': 8575.04873568905, 'circuity_avg': 1.0634499941949014, 'self_loop_proportion': 0.0012212994626282364, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0634499941949014\n", - "2116\n", - "8998776.41220663\n", - "{'n': 354, 'm': 1062, 'k_avg': 6.0, 'intersection_count': 315, 'streets_per_node_avg': 3.098870056497175, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 205, 4: 107, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11016949152542373, 2: 0.0, 3: 0.5790960451977402, 4: 0.3022598870056497, 5: 0.00847457627118644}, 'edge_length_total': 148563.68799999973, 'edge_length_avg': 139.89047834274928, 'street_length_total': 74281.84400000004, 'street_length_avg': 139.89047834274962, 'street_segments_count': 531, 'node_density_km': 39.33868159228929, 'intersection_density_km': 35.00475904398623, 'edge_density_km': 16509.320955955365, 'street_density_km': 8254.6604779777, 'circuity_avg': 1.0349784083780278, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0349784083780278\n", - "2117\n", - "15990467.796410955\n", - "{'n': 560, 'm': 1562, 'k_avg': 5.578571428571428, 'intersection_count': 470, 'streets_per_node_avg': 2.9, 'streets_per_node_counts': {0: 0, 1: 90, 2: 2, 3: 342, 4: 126}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16071428571428573, 2: 0.0035714285714285713, 3: 0.6107142857142858, 4: 0.225}, 'edge_length_total': 227322.74700000044, 'edge_length_avg': 145.53312868117825, 'street_length_total': 114840.05200000011, 'street_length_avg': 143.55006500000013, 'street_segments_count': 800, 'node_density_km': 35.02086412541924, 'intersection_density_km': 29.392510962405428, 'edge_density_km': 14216.14113447155, 'street_density_km': 7181.781887943006, 'circuity_avg': 1.0268573992770713, 'self_loop_proportion': 0.002560819462227913, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0268573992770713\n", - "2118\n", - "9002619.676910907\n", - "{'n': 479, 'm': 1051, 'k_avg': 4.38830897703549, 'intersection_count': 308, 'streets_per_node_avg': 2.3340292275574113, 'streets_per_node_counts': {0: 0, 1: 171, 2: 0, 3: 286, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3569937369519833, 2: 0.0, 3: 0.5970772442588727, 4: 0.04384133611691023, 5: 0.0020876826722338203}, 'edge_length_total': 108374.44400000008, 'edge_length_avg': 103.11555090390112, 'street_length_total': 54915.503999999986, 'street_length_avg': 100.57784615384612, 'street_segments_count': 546, 'node_density_km': 53.20673506051747, 'intersection_density_km': 34.212263880249225, 'edge_density_km': 12038.100896114594, 'street_density_km': 6099.947123262602, 'circuity_avg': 1.0600049740283222, 'self_loop_proportion': 0.003805899143672693, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0600049740283222\n", - "2119\n", - "5995165.754057478\n", - "{'n': 121, 'm': 380, 'k_avg': 6.2809917355371905, 'intersection_count': 115, 'streets_per_node_avg': 3.4049586776859506, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 56, 4: 57, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.049586776859504134, 2: 0.0, 3: 0.4628099173553719, 4: 0.47107438016528924, 5: 0.01652892561983471}, 'edge_length_total': 74963.69400000002, 'edge_length_avg': 197.27287894736847, 'street_length_total': 37481.846999999994, 'street_length_avg': 197.27287894736838, 'street_segments_count': 190, 'node_density_km': 20.182928206465053, 'intersection_density_km': 19.182121849119678, 'edge_density_km': 12504.023587548887, 'street_density_km': 6252.011793774442, 'circuity_avg': 1.0140875749724547, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0140875749724547\n", - "2120\n", - "26982205.40419139\n", - "{'n': 565, 'm': 1350, 'k_avg': 4.778761061946903, 'intersection_count': 426, 'streets_per_node_avg': 2.5716814159292034, 'streets_per_node_counts': {0: 0, 1: 139, 2: 1, 3: 389, 4: 35, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24601769911504426, 2: 0.0017699115044247787, 3: 0.6884955752212389, 4: 0.061946902654867256, 5: 0.0017699115044247787}, 'edge_length_total': 226921.44500000018, 'edge_length_avg': 168.0899592592594, 'street_length_total': 114826.14200000004, 'street_length_avg': 164.74338880918225, 'street_segments_count': 697, 'node_density_km': 20.939726443274107, 'intersection_density_km': 15.788183123601364, 'edge_density_km': 8410.040676836239, 'street_density_km': 4255.624782330175, 'circuity_avg': 1.0792322427087413, 'self_loop_proportion': 0.0044444444444444444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0792322427087413\n", - "2121\n", - "5995340.293954015\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 311, 'm': 839, 'k_avg': 5.395498392282958, 'intersection_count': 261, 'streets_per_node_avg': 2.8842443729903535, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 198, 4: 62, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1607717041800643, 2: 0.0, 3: 0.6366559485530546, 4: 0.19935691318327975, 5: 0.003215434083601286}, 'edge_length_total': 87202.38199999993, 'edge_length_avg': 103.93609296781874, 'street_length_total': 44710.73200000001, 'street_length_avg': 101.84676993166289, 'street_segments_count': 439, 'node_density_km': 51.87361930291549, 'intersection_density_km': 43.533809125597884, 'edge_density_km': 14545.026257798734, 'street_density_km': 7457.580355378398, 'circuity_avg': 1.0903104899163192, 'self_loop_proportion': 0.00834326579261025, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0903104899163192\n", - "2122\n", - "12992105.841432648\n", - "{'n': 747, 'm': 1960, 'k_avg': 5.247657295850067, 'intersection_count': 640, 'streets_per_node_avg': 2.8768406961178044, 'streets_per_node_counts': {0: 0, 1: 107, 2: 1, 3: 520, 4: 115, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14323962516733602, 2: 0.0013386880856760374, 3: 0.6961178045515395, 4: 0.1539491298527443, 5: 0.00535475234270415}, 'edge_length_total': 188421.9230000002, 'edge_length_avg': 96.13363418367358, 'street_length_total': 98658.88399999983, 'street_length_avg': 93.51552985781974, 'street_segments_count': 1055, 'node_density_km': 57.496452778099275, 'intersection_density_km': 49.2606824337129, 'edge_density_km': 14502.800800707055, 'street_density_km': 7593.756178107047, 'circuity_avg': 1.039481546693368, 'self_loop_proportion': 0.0035714285714285713, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039481546693368\n", - "2123\n", - "9992836.109979846\n", - "{'n': 300, 'm': 745, 'k_avg': 4.966666666666667, 'intersection_count': 240, 'streets_per_node_avg': 2.6533333333333333, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 224, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.7466666666666667, 4: 0.05333333333333334}, 'edge_length_total': 108465.79200000004, 'edge_length_avg': 145.591667114094, 'street_length_total': 54551.18299999997, 'street_length_avg': 144.31529894179886, 'street_segments_count': 378, 'node_density_km': 30.021507077494245, 'intersection_density_km': 24.017205661995394, 'edge_density_km': 10854.355140646732, 'street_density_km': 5459.029088400609, 'circuity_avg': 1.0555476449277346, 'self_loop_proportion': 0.0026845637583892616, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0555476449277346\n", - "2124\n", - "6996069.027626103\n", - "{'n': 177, 'm': 407, 'k_avg': 4.598870056497175, 'intersection_count': 134, 'streets_per_node_avg': 2.531073446327684, 'streets_per_node_counts': {0: 0, 1: 43, 2: 2, 3: 127, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24293785310734464, 2: 0.011299435028248588, 3: 0.7175141242937854, 4: 0.02824858757062147}, 'edge_length_total': 58730.164999999964, 'edge_length_avg': 144.30015970515961, 'street_length_total': 29682.842000000004, 'street_length_avg': 138.70486915887852, 'street_segments_count': 214, 'node_density_km': 25.299921899149616, 'intersection_density_km': 19.153613189186714, 'edge_density_km': 8394.737783187398, 'street_density_km': 4242.788612117503, 'circuity_avg': 1.0602997339496676, 'self_loop_proportion': 0.004914004914004914, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0602997339496676\n", - "2125\n", - "61012449.276593305\n", - "error with entry 2125\n", - "2126\n", - "13992423.399709985\n", - "{'n': 445, 'm': 1088, 'k_avg': 4.889887640449438, 'intersection_count': 347, 'streets_per_node_avg': 2.6202247191011234, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 320, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2202247191011236, 2: 0.0, 3: 0.7191011235955056, 4: 0.060674157303370786}, 'edge_length_total': 135987.55900000024, 'edge_length_avg': 124.98856525735316, 'street_length_total': 69025.78999999995, 'street_length_avg': 120.88579684763565, 'street_segments_count': 571, 'node_density_km': 31.802925575366977, 'intersection_density_km': 24.799135223937842, 'edge_density_km': 9718.656669781647, 'street_density_km': 4933.0832857323785, 'circuity_avg': 1.0822990750305626, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0822990750305626\n", - "2127\n", - "21984821.950694766\n", - "{'n': 623, 'm': 1403, 'k_avg': 4.504012841091493, 'intersection_count': 464, 'streets_per_node_avg': 2.5296950240770464, 'streets_per_node_counts': {0: 0, 1: 159, 2: 0, 3: 440, 4: 23, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2552166934189406, 2: 0.0, 3: 0.7062600321027287, 4: 0.03691813804173355, 5: 0.0016051364365971107}, 'edge_length_total': 208348.54499999984, 'edge_length_avg': 148.5021703492515, 'street_length_total': 106655.0530000001, 'street_length_avg': 140.3355960526317, 'street_segments_count': 760, 'node_density_km': 28.337732340848543, 'intersection_density_km': 21.1054699938262, 'edge_density_km': 9476.926648178545, 'street_density_km': 4851.303924097942, 'circuity_avg': 1.10232781220276, 'self_loop_proportion': 0.005702066999287242, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.10232781220276\n", - "2128\n", - "15007013.19155323\n", - "{'n': 906, 'm': 2110, 'k_avg': 4.657836644591612, 'intersection_count': 681, 'streets_per_node_avg': 2.561810154525386, 'streets_per_node_counts': {0: 0, 1: 225, 2: 0, 3: 629, 4: 51, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24834437086092714, 2: 0.0, 3: 0.6942604856512141, 4: 0.056291390728476824, 5: 0.0011037527593818985}, 'edge_length_total': 200496.2179999998, 'edge_length_avg': 95.02190426540274, 'street_length_total': 103262.99700000012, 'street_length_avg': 90.66110359964892, 'street_segments_count': 1139, 'node_density_km': 60.37177341257663, 'intersection_density_km': 45.37878332667184, 'edge_density_km': 13360.168038824013, 'street_density_km': 6880.9826233858585, 'circuity_avg': 1.088768516228022, 'self_loop_proportion': 0.0037914691943127963, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.088768516228022\n", - "2129\n", - "19005842.76378557\n", - "{'n': 958, 'm': 2379, 'k_avg': 4.966597077244259, 'intersection_count': 717, 'streets_per_node_avg': 2.6106471816283925, 'streets_per_node_counts': {0: 0, 1: 241, 2: 0, 3: 610, 4: 105, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25156576200417535, 2: 0.0, 3: 0.6367432150313153, 4: 0.10960334029227557, 5: 0.0020876826722338203}, 'edge_length_total': 275751.38700000005, 'edge_length_avg': 115.91062925598993, 'street_length_total': 138831.63400000005, 'street_length_avg': 113.70322194922198, 'street_segments_count': 1221, 'node_density_km': 50.40555222446691, 'intersection_density_km': 37.72524106987763, 'edge_density_km': 14508.769246761678, 'street_density_km': 7304.681814191104, 'circuity_avg': 1.0569132449876768, 'self_loop_proportion': 0.0008406893652795292, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0569132449876768\n", - "2130\n", - "8993353.916931996\n", - "{'n': 381, 'm': 952, 'k_avg': 4.997375328083989, 'intersection_count': 293, 'streets_per_node_avg': 2.6535433070866143, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 249, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23097112860892388, 2: 0.0, 3: 0.6535433070866141, 4: 0.11548556430446194}, 'edge_length_total': 118875.15200000009, 'edge_length_avg': 124.86885714285724, 'street_length_total': 60026.42899999998, 'street_length_avg': 124.27832091097305, 'street_segments_count': 483, 'node_density_km': 42.36461764088728, 'intersection_density_km': 32.579614091286025, 'edge_density_km': 13218.111184993073, 'street_density_km': 6674.532054941909, 'circuity_avg': 1.0276193410119439, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0276193410119439\n", - "2131\n", - "9003414.44394173\n", - "{'n': 247, 'm': 613, 'k_avg': 4.963562753036437, 'intersection_count': 197, 'streets_per_node_avg': 2.700404858299595, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 172, 4: 24, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20242914979757085, 2: 0.0, 3: 0.6963562753036437, 4: 0.09716599190283401, 5: 0.004048582995951417}, 'edge_length_total': 83205.44400000002, 'edge_length_avg': 135.73481892332794, 'street_length_total': 41827.123, 'street_length_avg': 131.94676025236592, 'street_segments_count': 317, 'node_density_km': 27.43403644671748, 'intersection_density_km': 21.88058777329289, 'edge_density_km': 9241.543252070085, 'street_density_km': 4645.695614750344, 'circuity_avg': 1.13009783535603, 'self_loop_proportion': 0.0032626427406199023, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.13009783535603\n", - "2132\n", - "5998233.126577837\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 244, 'm': 564, 'k_avg': 4.622950819672131, 'intersection_count': 169, 'streets_per_node_avg': 2.4508196721311477, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 153, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3073770491803279, 2: 0.0, 3: 0.6270491803278688, 4: 0.06557377049180328}, 'edge_length_total': 64845.292, 'edge_length_avg': 114.97392198581561, 'street_length_total': 32537.35799999999, 'street_length_avg': 114.56816197183095, 'street_segments_count': 284, 'node_density_km': 40.67864566964722, 'intersection_density_km': 28.17496359905893, 'edge_density_km': 10810.732199232825, 'street_density_km': 5424.490397985494, 'circuity_avg': 1.0493692766169291, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0493692766169291\n", - "2133\n", - "36986301.603403196\n", - "{'n': 2409, 'm': 5810, 'k_avg': 4.8235782482357825, 'intersection_count': 1711, 'streets_per_node_avg': 2.4873391448733915, 'streets_per_node_counts': {0: 0, 1: 698, 2: 6, 3: 1541, 4: 162, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2897467828974678, 2: 0.0024906600249066002, 3: 0.6396845163968452, 4: 0.06724782067247821, 5: 0.00041511000415110004, 6: 0.00041511000415110004}, 'edge_length_total': 559663.0579999997, 'edge_length_avg': 96.32754870912215, 'street_length_total': 282029.6469999998, 'street_length_avg': 95.3447082488167, 'street_segments_count': 2958, 'node_density_km': 65.1322218109621, 'intersection_density_km': 46.26037007827154, 'edge_density_km': 15131.630731862733, 'street_density_km': 7625.245963333885, 'circuity_avg': 1.0650077933621307, 'self_loop_proportion': 0.002065404475043029, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0650077933621307\n", - "2134\n", - "4995973.311906579\n", - "{'n': 99, 'm': 284, 'k_avg': 5.737373737373737, 'intersection_count': 88, 'streets_per_node_avg': 3.0707070707070705, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 59, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.5959595959595959, 4: 0.29292929292929293}, 'edge_length_total': 55669.33399999995, 'edge_length_avg': 196.01878169014068, 'street_length_total': 27834.667000000012, 'street_length_avg': 196.01878169014094, 'street_segments_count': 142, 'node_density_km': 19.81595853686002, 'intersection_density_km': 17.614185366097797, 'edge_density_km': 11142.840548672837, 'street_density_km': 5571.420274336426, 'circuity_avg': 1.0237850873613512, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0237850873613512\n", - "2135\n", - "9993663.795434713\n", - "{'n': 184, 'm': 431, 'k_avg': 4.684782608695652, 'intersection_count': 138, 'streets_per_node_avg': 2.5597826086956523, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 128, 4: 9, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6956521739130435, 4: 0.04891304347826087, 5: 0.005434782608695652}, 'edge_length_total': 77817.48399999988, 'edge_length_avg': 180.55100696055658, 'street_length_total': 38929.08099999999, 'street_length_avg': 180.2272268518518, 'street_segments_count': 216, 'node_density_km': 18.411666008221584, 'intersection_density_km': 13.808749506166187, 'edge_density_km': 7786.682201131112, 'street_density_km': 3895.376290103285, 'circuity_avg': 1.0692877855932752, 'self_loop_proportion': 0.004640371229698376, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0692877855932752\n", - "2136\n", - "9993369.127861243\n", - "{'n': 419, 'm': 1141, 'k_avg': 5.4463007159904535, 'intersection_count': 349, 'streets_per_node_avg': 2.875894988066826, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 262, 4: 86, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16706443914081145, 2: 0.0, 3: 0.6252983293556086, 4: 0.2052505966587112, 5: 0.002386634844868735}, 'edge_length_total': 137520.012, 'edge_length_avg': 120.52586503067484, 'street_length_total': 69471.379, 'street_length_avg': 118.55184129692833, 'street_segments_count': 586, 'node_density_km': 41.92780178927238, 'intersection_density_km': 34.92315709894048, 'edge_density_km': 13761.126026716847, 'street_density_km': 6951.747514891216, 'circuity_avg': 1.029603138043746, 'self_loop_proportion': 0.0052585451358457495, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029603138043746\n", - "2137\n", - "34981687.88068503\n", - "{'n': 1746, 'm': 4420, 'k_avg': 5.063001145475372, 'intersection_count': 1391, 'streets_per_node_avg': 2.7084765177548684, 'streets_per_node_counts': {0: 0, 1: 355, 2: 1, 3: 1189, 4: 200, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20332187857961054, 2: 0.000572737686139748, 3: 0.6809851088201604, 4: 0.1145475372279496, 5: 0.000572737686139748}, 'edge_length_total': 498889.23199999804, 'edge_length_avg': 112.87086696832534, 'street_length_total': 254105.64899999998, 'street_length_avg': 109.15191108247421, 'street_segments_count': 2328, 'node_density_km': 49.911828324443015, 'intersection_density_km': 39.76366162617425, 'edge_density_km': 14261.439691006372, 'street_density_km': 7263.961929644429, 'circuity_avg': 1.0464388558391589, 'self_loop_proportion': 0.003167420814479638, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0464388558391589\n", - "2138\n", - "3996742.8303573364\n", - "{'n': 122, 'm': 386, 'k_avg': 6.327868852459017, 'intersection_count': 116, 'streets_per_node_avg': 3.4344262295081966, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 53, 4: 61, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04918032786885246, 2: 0.0, 3: 0.4344262295081967, 4: 0.5, 5: 0.01639344262295082}, 'edge_length_total': 53263.540000000045, 'edge_length_avg': 137.98844559585504, 'street_length_total': 26631.769999999986, 'street_length_avg': 137.98844559585484, 'street_segments_count': 193, 'node_density_km': 30.5248561587067, 'intersection_density_km': 29.023633724671946, 'edge_density_km': 13326.736860684608, 'street_density_km': 6663.368430342295, 'circuity_avg': 1.0216178276538894, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0216178276538894\n", - "2139\n", - "9002995.811885074\n", - "{'n': 163, 'm': 432, 'k_avg': 5.300613496932515, 'intersection_count': 132, 'streets_per_node_avg': 2.8466257668711656, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 95, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1901840490797546, 2: 0.0, 3: 0.5828220858895705, 4: 0.22699386503067484}, 'edge_length_total': 87362.22299999995, 'edge_length_avg': 202.22736805555544, 'street_length_total': 45061.98100000001, 'street_length_avg': 203.90036651583713, 'street_segments_count': 221, 'node_density_km': 18.105084508072274, 'intersection_density_km': 14.661786227395952, 'edge_density_km': 9703.683621031008, 'street_density_km': 5005.220700037713, 'circuity_avg': 1.0344738569614411, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0344738569614411\n", - "2140\n", - "22996398.15739755\n", - "error with entry 2140\n", - "2141\n", - "21004142.112089477\n", - "{'n': 793, 'm': 2043, 'k_avg': 5.152585119798235, 'intersection_count': 612, 'streets_per_node_avg': 2.6860025220680956, 'streets_per_node_counts': {0: 0, 1: 181, 2: 0, 3: 499, 4: 113}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22824716267339218, 2: 0.0, 3: 0.6292559899117276, 4: 0.1424968474148802}, 'edge_length_total': 253053.22100000005, 'edge_length_avg': 123.86354429760159, 'street_length_total': 129197.53599999988, 'street_length_avg': 123.28009160305332, 'street_segments_count': 1048, 'node_density_km': 37.75445794301536, 'intersection_density_km': 29.13711003925019, 'edge_density_km': 12047.777036051793, 'street_density_km': 6151.050364758144, 'circuity_avg': 1.0584558422177568, 'self_loop_proportion': 0.002936857562408223, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0584558422177568\n", - "2142\n", - "14004937.38962671\n", - "{'n': 301, 'm': 786, 'k_avg': 5.222591362126246, 'intersection_count': 236, 'streets_per_node_avg': 2.7242524916943522, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 189, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2159468438538206, 2: 0.0, 3: 0.627906976744186, 4: 0.15614617940199335}, 'edge_length_total': 138101.56099999993, 'edge_length_avg': 175.70173155216276, 'street_length_total': 70775.49199999998, 'street_length_avg': 177.3821854636591, 'street_segments_count': 399, 'node_density_km': 21.49242025337058, 'intersection_density_km': 16.85119993287527, 'edge_density_km': 9860.919557004954, 'street_density_km': 5053.610025591585, 'circuity_avg': 1.0461484455854178, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0461484455854178\n", - "2143\n", - "8994315.529395362\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 540, 'm': 1207, 'k_avg': 4.470370370370371, 'intersection_count': 358, 'streets_per_node_avg': 2.3759259259259258, 'streets_per_node_counts': {0: 0, 1: 182, 2: 1, 3: 330, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.337037037037037, 2: 0.001851851851851852, 3: 0.6111111111111112, 4: 0.04814814814814815, 5: 0.001851851851851852}, 'edge_length_total': 117442.61400000002, 'edge_length_avg': 97.30125434962719, 'street_length_total': 59657.481000000036, 'street_length_avg': 95.29949041533553, 'street_segments_count': 626, 'node_density_km': 60.037920421533315, 'intersection_density_km': 39.80291761279431, 'edge_density_km': 13057.426506349731, 'street_density_km': 6632.798327457663, 'circuity_avg': 1.0862329884445432, 'self_loop_proportion': 0.0033140016570008283, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0862329884445432\n", - "2144\n", - "6994117.360407444\n", - "{'n': 194, 'm': 543, 'k_avg': 5.597938144329897, 'intersection_count': 168, 'streets_per_node_avg': 2.979381443298969, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 121, 4: 46, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13402061855670103, 2: 0.0, 3: 0.6237113402061856, 4: 0.23711340206185566, 5: 0.005154639175257732}, 'edge_length_total': 78493.37499999994, 'edge_length_avg': 144.55501841620617, 'street_length_total': 40070.76600000003, 'street_length_avg': 144.65980505415175, 'street_segments_count': 277, 'node_density_km': 27.737595754140806, 'intersection_density_km': 24.02018601389513, 'edge_density_km': 11222.77064499062, 'street_density_km': 5729.209839519436, 'circuity_avg': 1.0263939215134317, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0263939215134317\n", - "2145\n", - "45979142.907164045\n", - "{'n': 2375, 'm': 5740, 'k_avg': 4.833684210526315, 'intersection_count': 1943, 'streets_per_node_avg': 2.704842105263158, 'streets_per_node_counts': {0: 0, 1: 432, 2: 5, 3: 1773, 4: 162, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18189473684210528, 2: 0.002105263157894737, 3: 0.7465263157894737, 4: 0.06821052631578947, 5: 0.0012631578947368421}, 'edge_length_total': 525017.2970000005, 'edge_length_avg': 91.46642804878057, 'street_length_total': 274157.1379999996, 'street_length_avg': 86.26719257394576, 'street_segments_count': 3178, 'node_density_km': 51.653855418647865, 'intersection_density_km': 42.25829098039276, 'edge_density_km': 11418.59686380098, 'street_density_km': 5962.641333996746, 'circuity_avg': 1.0750197325721396, 'self_loop_proportion': 0.007142857142857143, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0750197325721396\n", - "2146\n", - "5997496.069051164\n", - "{'n': 231, 'm': 622, 'k_avg': 5.3852813852813854, 'intersection_count': 205, 'streets_per_node_avg': 2.9220779220779223, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 172, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11255411255411256, 2: 0.0, 3: 0.7445887445887446, 4: 0.13852813852813853, 5: 0.004329004329004329}, 'edge_length_total': 74634.61500000003, 'edge_length_avg': 119.99134244372996, 'street_length_total': 38225.34500000001, 'street_length_avg': 118.34472136222912, 'street_segments_count': 323, 'node_density_km': 38.51607359811833, 'intersection_density_km': 34.180931115213234, 'edge_density_km': 12444.295776221765, 'street_density_km': 6373.550655123225, 'circuity_avg': 1.0516289941901278, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0516289941901278\n", - "2147\n", - "19004737.261837076\n", - "{'n': 1126, 'm': 2561, 'k_avg': 4.548845470692718, 'intersection_count': 770, 'streets_per_node_avg': 2.399644760213144, 'streets_per_node_counts': {0: 0, 1: 356, 2: 0, 3: 734, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31616341030195383, 2: 0.0, 3: 0.6518650088809946, 4: 0.03197158081705151}, 'edge_length_total': 233245.66800000006, 'edge_length_avg': 91.07601249511912, 'street_length_total': 119436.92900000006, 'street_length_avg': 90.07309879336354, 'street_segments_count': 1326, 'node_density_km': 59.248385520229824, 'intersection_density_km': 40.51621389926906, 'edge_density_km': 12273.027760734934, 'street_density_km': 6284.587224462097, 'circuity_avg': 1.0845111604162088, 'self_loop_proportion': 0.0015618898867629833, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0845111604162088\n", - "2148\n", - "6994172.355271399\n", - "{'n': 183, 'm': 448, 'k_avg': 4.896174863387978, 'intersection_count': 137, 'streets_per_node_avg': 2.5901639344262297, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 120, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25136612021857924, 2: 0.0, 3: 0.6557377049180327, 4: 0.09289617486338798}, 'edge_length_total': 81136.65000000002, 'edge_length_avg': 181.10859375000004, 'street_length_total': 40618.884000000005, 'street_length_avg': 180.52837333333335, 'street_segments_count': 225, 'node_density_km': 26.16463974641342, 'intersection_density_km': 19.587735766440648, 'edge_density_km': 11600.607745796913, 'street_density_km': 5807.532605253313, 'circuity_avg': 1.0396991802105104, 'self_loop_proportion': 0.008928571428571428, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0396991802105104\n", - "2149\n", - "149905339.10301498\n", - "error with entry 2149\n", - "2150\n", - "6993726.5872570025\n", - "{'n': 224, 'm': 555, 'k_avg': 4.955357142857143, 'intersection_count': 174, 'streets_per_node_avg': 2.607142857142857, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 162, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22321428571428573, 2: 0.0, 3: 0.7232142857142857, 4: 0.05357142857142857}, 'edge_length_total': 63049.23500000007, 'edge_length_avg': 113.60222522522535, 'street_length_total': 31599.294999999984, 'street_length_avg': 112.85462499999994, 'street_segments_count': 280, 'node_density_km': 32.02870418299476, 'intersection_density_km': 24.879439856433425, 'edge_density_km': 9015.112932049651, 'street_density_km': 4518.234249759754, 'circuity_avg': 1.1036810084607318, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1036810084607318\n", - "2151\n", - "19003302.863634653\n", - "{'n': 845, 'm': 1847, 'k_avg': 4.371597633136095, 'intersection_count': 548, 'streets_per_node_avg': 2.3431952662721893, 'streets_per_node_counts': {0: 0, 1: 297, 2: 0, 3: 509, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3514792899408284, 2: 0.0, 3: 0.6023668639053255, 4: 0.046153846153846156}, 'edge_length_total': 214360.23400000035, 'edge_length_avg': 116.05859989171648, 'street_length_total': 109112.38799999988, 'street_length_avg': 113.30466043613694, 'street_segments_count': 963, 'node_density_km': 44.465954474525574, 'intersection_density_km': 28.83709236927812, 'edge_density_km': 11280.15669371913, 'street_density_km': 5741.759144869544, 'circuity_avg': 1.0592893507447976, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0592893507447976\n", - "2152\n", - "71950920.24762283\n", - "{'n': 7155, 'm': 18266, 'k_avg': 5.105800139762404, 'intersection_count': 5967, 'streets_per_node_avg': 2.809224318658281, 'streets_per_node_counts': {0: 0, 1: 1188, 2: 15, 3: 4973, 4: 935, 5: 41, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1660377358490566, 2: 0.0020964360587002098, 3: 0.6950384346610762, 4: 0.13067784765897975, 5: 0.00573025856044724, 6: 0.0004192872117400419}, 'edge_length_total': 1425107.4760000072, 'edge_length_avg': 78.0196800613165, 'street_length_total': 761726.4980000025, 'street_length_avg': 76.37887275644265, 'street_segments_count': 9973, 'node_density_km': 99.44278649078699, 'intersection_density_km': 82.93153137533557, 'edge_density_km': 19806.660861256893, 'street_density_km': 10586.751293499528, 'circuity_avg': 1.0604989970050809, 'self_loop_proportion': 0.002682579656191832, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0604989970050809\n", - "2153\n", - "9996361.283656888\n", - "{'n': 328, 'm': 911, 'k_avg': 5.554878048780488, 'intersection_count': 280, 'streets_per_node_avg': 2.9146341463414633, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 212, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14634146341463414, 2: 0.0, 3: 0.6463414634146342, 4: 0.2073170731707317}, 'edge_length_total': 146883.51700000008, 'edge_length_avg': 161.23327881448967, 'street_length_total': 73965.18400000001, 'street_length_avg': 161.49603493449783, 'street_segments_count': 458, 'node_density_km': 32.81193933399038, 'intersection_density_km': 28.01019211438203, 'edge_density_km': 14693.69832002179, 'street_density_km': 7399.210762912915, 'circuity_avg': 1.0418415182626548, 'self_loop_proportion': 0.0021953896816684962, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0418415182626548\n", - "2154\n", - "41972878.03582742\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 4816, 'm': 12066, 'k_avg': 5.010797342192691, 'intersection_count': 3817, 'streets_per_node_avg': 2.7130398671096345, 'streets_per_node_counts': {0: 0, 1: 999, 2: 11, 3: 3209, 4: 571, 5: 23, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20743355481727574, 2: 0.0022840531561461796, 3: 0.6663205980066446, 4: 0.11856312292358805, 5: 0.004775747508305648, 6: 0.0004152823920265781, 7: 0.00020764119601328904}, 'edge_length_total': 941509.673999996, 'edge_length_avg': 78.02997463948252, 'street_length_total': 494204.24700000026, 'street_length_avg': 76.87109146056933, 'street_segments_count': 6429, 'node_density_km': 114.74076178167088, 'intersection_density_km': 90.93967768285667, 'edge_density_km': 22431.382313034086, 'street_density_km': 11774.371216054207, 'circuity_avg': 1.0710891122340802, 'self_loop_proportion': 0.0036466103099618763, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0710891122340802\n", - "2155\n", - "41996180.64207228\n", - "{'n': 1827, 'm': 4299, 'k_avg': 4.706075533661741, 'intersection_count': 1296, 'streets_per_node_avg': 2.490968801313629, 'streets_per_node_counts': {0: 0, 1: 531, 2: 0, 3: 1169, 4: 123, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29064039408866993, 2: 0.0, 3: 0.6398467432950191, 4: 0.06732348111658457, 5: 0.0016420361247947454, 6: 0.0005473453749315818}, 'edge_length_total': 494113.286999998, 'edge_length_avg': 114.93679623168131, 'street_length_total': 250898.637, 'street_length_avg': 112.0083200892857, 'street_segments_count': 2240, 'node_density_km': 43.50395612332635, 'intersection_density_km': 30.859949171226575, 'edge_density_km': 11765.672007444156, 'street_density_km': 5974.320358757736, 'circuity_avg': 1.0904444962319175, 'self_loop_proportion': 0.00418702023726448, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0904444962319175\n", - "2156\n", - "12996838.201747991\n", - "{'n': 1320, 'm': 3355, 'k_avg': 5.083333333333333, 'intersection_count': 1028, 'streets_per_node_avg': 2.675, 'streets_per_node_counts': {0: 0, 1: 292, 2: 2, 3: 872, 4: 151, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22121212121212122, 2: 0.0015151515151515152, 3: 0.6606060606060606, 4: 0.1143939393939394, 5: 0.0022727272727272726}, 'edge_length_total': 293934.7779999999, 'edge_length_avg': 87.61096214605064, 'street_length_total': 149879.18499999985, 'street_length_avg': 86.83614426419459, 'street_segments_count': 1726, 'node_density_km': 101.56316324861754, 'intersection_density_km': 79.0961604693779, 'edge_density_km': 22615.868062469803, 'street_density_km': 11531.972828579344, 'circuity_avg': 1.0870020613349576, 'self_loop_proportion': 0.0029806259314456036, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0870020613349576\n", - "2157\n", - "7998156.218988752\n", - "{'n': 229, 'm': 508, 'k_avg': 4.436681222707423, 'intersection_count': 148, 'streets_per_node_avg': 2.3406113537117905, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 137, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3537117903930131, 2: 0.0, 3: 0.5982532751091703, 4: 0.048034934497816595}, 'edge_length_total': 79984.46799999995, 'edge_length_avg': 157.44974015748022, 'street_length_total': 39992.234000000004, 'street_length_avg': 157.44974015748033, 'street_segments_count': 254, 'node_density_km': 28.631598799773585, 'intersection_density_km': 18.504264726491225, 'edge_density_km': 10000.363309997063, 'street_density_km': 5000.181654998535, 'circuity_avg': 1.0949020448464912, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0949020448464912\n", - "2158\n", - "6993913.721728653\n", - "{'n': 397, 'm': 1112, 'k_avg': 5.602015113350126, 'intersection_count': 347, 'streets_per_node_avg': 2.906801007556675, 'streets_per_node_counts': {0: 0, 1: 50, 2: 1, 3: 282, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12594458438287154, 2: 0.0025188916876574307, 3: 0.7103274559193955, 4: 0.16120906801007556}, 'edge_length_total': 123587.13400000022, 'edge_length_avg': 111.13950899280596, 'street_length_total': 62111.07699999996, 'street_length_avg': 109.9311097345132, 'street_segments_count': 565, 'node_density_km': 56.76363990116186, 'intersection_density_km': 49.614566865751044, 'edge_density_km': 17670.66894406209, 'street_density_km': 8880.73251562049, 'circuity_avg': 1.0840221667642458, 'self_loop_proportion': 0.0035971223021582736, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0840221667642458\n", - "2159\n", - "75987580.92976718\n", - "{'n': 4440, 'm': 10954, 'k_avg': 4.934234234234234, 'intersection_count': 3566, 'streets_per_node_avg': 2.706081081081081, 'streets_per_node_counts': {0: 0, 1: 874, 2: 2, 3: 3140, 4: 405, 5: 17, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19684684684684683, 2: 0.00045045045045045046, 3: 0.7072072072072072, 4: 0.09121621621621621, 5: 0.0038288288288288288, 6: 0.00045045045045045046}, 'edge_length_total': 1124856.7359999977, 'edge_length_avg': 102.68913054591908, 'street_length_total': 598422.819, 'street_length_avg': 100.96555070018559, 'street_segments_count': 5927, 'node_density_km': 58.43060070702535, 'intersection_density_km': 46.92872119848027, 'edge_density_km': 14803.165494104436, 'street_density_km': 7875.271349315654, 'circuity_avg': 1.0727763415399405, 'self_loop_proportion': 0.002373562169070659, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0727763415399405\n", - "2160\n", - "79009670.0581856\n", - "{'n': 3528, 'm': 10001, 'k_avg': 5.669501133786848, 'intersection_count': 3114, 'streets_per_node_avg': 3.005952380952381, 'streets_per_node_counts': {0: 0, 1: 414, 2: 1, 3: 2275, 4: 828, 5: 8, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11734693877551021, 2: 0.0002834467120181406, 3: 0.6448412698412699, 4: 0.23469387755102042, 5: 0.0022675736961451248, 6: 0.0005668934240362812}, 'edge_length_total': 1452914.609999997, 'edge_length_avg': 145.27693330666904, 'street_length_total': 750016.6919999999, 'street_length_avg': 144.34501385681293, 'street_segments_count': 5196, 'node_density_km': 44.652762091043435, 'intersection_density_km': 39.41289715178834, 'edge_density_km': 18389.073247996323, 'street_density_km': 9492.720213205044, 'circuity_avg': 1.0309303449177236, 'self_loop_proportion': 0.0005999400059994001, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0309303449177236\n", - "2161\n", - "48959213.72813206\n", - "{'n': 2898, 'm': 7576, 'k_avg': 5.228433402346446, 'intersection_count': 2320, 'streets_per_node_avg': 2.781573498964803, 'streets_per_node_counts': {0: 0, 1: 578, 2: 2, 3: 1812, 4: 490, 5: 13, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19944789510006902, 2: 0.0006901311249137336, 3: 0.6252587991718427, 4: 0.16908212560386474, 5: 0.004485852311939268, 6: 0.0010351966873706005}, 'edge_length_total': 770447.8319999961, 'edge_length_avg': 101.69585955649367, 'street_length_total': 404036.28699999984, 'street_length_avg': 101.2622273182957, 'street_segments_count': 3990, 'node_density_km': 59.1921270650391, 'intersection_density_km': 47.38638191542123, 'edge_density_km': 15736.523798732806, 'street_density_km': 8252.507673909799, 'circuity_avg': 1.0415557820180272, 'self_loop_proportion': 0.0034318901795142554, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0415557820180272\n", - "2162\n", - "9992143.616913453\n", - "{'n': 185, 'm': 460, 'k_avg': 4.972972972972973, 'intersection_count': 155, 'streets_per_node_avg': 2.735135135135135, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 144, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16216216216216217, 2: 0.0, 3: 0.7783783783783784, 4: 0.05945945945945946}, 'edge_length_total': 91568.29499999994, 'edge_length_avg': 199.0615108695651, 'street_length_total': 46989.251000000004, 'street_length_avg': 198.2668818565401, 'street_segments_count': 237, 'node_density_km': 18.514545736397857, 'intersection_density_km': 15.512186968333339, 'edge_density_km': 9164.02911233227, 'street_density_km': 4702.619658154479, 'circuity_avg': 1.0522579228333613, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0522579228333613\n", - "2163\n", - "3997468.9966062247\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 104, 'm': 272, 'k_avg': 5.230769230769231, 'intersection_count': 85, 'streets_per_node_avg': 2.769230769230769, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 71, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18269230769230768, 2: 0.0, 3: 0.6826923076923077, 4: 0.1346153846153846}, 'edge_length_total': 49351.792, 'edge_length_avg': 181.44041176470589, 'street_length_total': 24675.896000000004, 'street_length_avg': 181.4404117647059, 'street_segments_count': 136, 'node_density_km': 26.01646193836501, 'intersection_density_km': 21.263454468856015, 'edge_density_km': 12345.759789981796, 'street_density_km': 6172.879894990899, 'circuity_avg': 1.1275090314115837, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1275090314115837\n", - "2164\n", - "12990547.50381942\n", - "{'n': 110, 'm': 271, 'k_avg': 4.927272727272728, 'intersection_count': 93, 'streets_per_node_avg': 2.7545454545454544, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 86, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15454545454545454, 2: 0.0, 3: 0.7818181818181819, 4: 0.06363636363636363}, 'edge_length_total': 50228.47499999993, 'edge_length_avg': 185.34492619926175, 'street_length_total': 25291.952000000005, 'street_length_avg': 181.95648920863312, 'street_segments_count': 139, 'node_density_km': 8.46769545068507, 'intersection_density_km': 7.159051608306469, 'edge_density_km': 3866.5402659304386, 'street_density_km': 1946.9504262667747, 'circuity_avg': 1.026458872498469, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.026458872498469\n", - "2165\n", - "9997061.236891145\n", - "{'n': 197, 'm': 483, 'k_avg': 4.903553299492386, 'intersection_count': 156, 'streets_per_node_avg': 2.598984771573604, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 153, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20812182741116753, 2: 0.0, 3: 0.7766497461928934, 4: 0.015228426395939087}, 'edge_length_total': 73296.30199999998, 'edge_length_avg': 151.7521780538302, 'street_length_total': 36757.166000000005, 'street_length_avg': 148.8144372469636, 'street_segments_count': 247, 'node_density_km': 19.705791065181316, 'intersection_density_km': 15.604585818113122, 'edge_density_km': 7331.78483788036, 'street_density_km': 3676.797123574551, 'circuity_avg': 1.089450854458609, 'self_loop_proportion': 0.004140786749482402, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.089450854458609\n", - "2166\n", - "25980700.75648522\n", - "{'n': 1977, 'm': 4701, 'k_avg': 4.755690440060698, 'intersection_count': 1385, 'streets_per_node_avg': 2.4577642893272635, 'streets_per_node_counts': {0: 0, 1: 592, 2: 1, 3: 1274, 4: 107, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2994436014162873, 2: 0.0005058168942842691, 3: 0.6444107233181589, 4: 0.05412240768841679, 5: 0.0015174506828528073}, 'edge_length_total': 443282.2500000007, 'edge_length_avg': 94.29530950861533, 'street_length_total': 223960.1209999997, 'street_length_avg': 93.70716359832623, 'street_segments_count': 2390, 'node_density_km': 76.09494518759304, 'intersection_density_km': 53.308800751045204, 'edge_density_km': 17061.982051787036, 'street_density_km': 8620.249434345818, 'circuity_avg': 1.080940090037443, 'self_loop_proportion': 0.0042544139544777706, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.080940090037443\n", - "2167\n", - "6998476.5318792425\n", - "{'n': 425, 'm': 1042, 'k_avg': 4.903529411764706, 'intersection_count': 334, 'streets_per_node_avg': 2.656470588235294, 'streets_per_node_counts': {0: 0, 1: 91, 2: 1, 3: 296, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21411764705882352, 2: 0.002352941176470588, 3: 0.6964705882352941, 4: 0.08705882352941176}, 'edge_length_total': 80493.66500000001, 'edge_length_avg': 77.24919865642995, 'street_length_total': 41969.26600000002, 'street_length_avg': 75.75679783393505, 'street_segments_count': 554, 'node_density_km': 60.72750234483937, 'intersection_density_km': 47.72467243100318, 'edge_density_km': 11501.598188311094, 'street_density_km': 5996.914586885149, 'circuity_avg': 1.072986811048309, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072986811048309\n", - "2168\n", - "4996018.912667361\n", - "{'n': 198, 'm': 490, 'k_avg': 4.94949494949495, 'intersection_count': 140, 'streets_per_node_avg': 2.515151515151515, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 120, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29292929292929293, 2: 0.0, 3: 0.6060606060606061, 4: 0.10101010101010101}, 'edge_length_total': 61187.17999999996, 'edge_length_avg': 124.87179591836725, 'street_length_total': 30593.590000000004, 'street_length_avg': 124.87179591836737, 'street_segments_count': 245, 'node_density_km': 39.631555336584654, 'intersection_density_km': 28.022311854150765, 'edge_density_km': 12247.187424543254, 'street_density_km': 6123.593712271631, 'circuity_avg': 1.1033138774399114, 'self_loop_proportion': 0.004081632653061225, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1033138774399114\n", - "2169\n", - "10000383.245832281\n", - "{'n': 339, 'm': 738, 'k_avg': 4.353982300884955, 'intersection_count': 214, 'streets_per_node_avg': 2.2890855457227137, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 205, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3687315634218289, 2: 0.0, 3: 0.6047197640117994, 4: 0.02654867256637168}, 'edge_length_total': 99402.85600000019, 'edge_length_avg': 134.69221680216828, 'street_length_total': 49701.42800000001, 'street_length_avg': 134.69221680216805, 'street_segments_count': 369, 'node_density_km': 33.89870084641809, 'intersection_density_km': 21.39917988534947, 'edge_density_km': 9939.9046572967, 'street_density_km': 4969.952328648341, 'circuity_avg': 1.070424466048726, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.070424466048726\n", - "2170\n", - "5994534.165991618\n", - "{'n': 137, 'm': 404, 'k_avg': 5.897810218978102, 'intersection_count': 124, 'streets_per_node_avg': 3.102189781021898, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 84, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0948905109489051, 2: 0.0, 3: 0.6131386861313869, 4: 0.291970802919708}, 'edge_length_total': 64652.10999999996, 'edge_length_avg': 160.02997524752465, 'street_length_total': 32326.055000000004, 'street_length_avg': 160.02997524752476, 'street_segments_count': 202, 'node_density_km': 22.854152834299075, 'intersection_density_km': 20.68551059454807, 'edge_density_km': 10785.176664232955, 'street_density_km': 5392.588332116481, 'circuity_avg': 1.0119746233090003, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0119746233090003\n", - "2171\n", - "16992295.301325377\n", - "{'n': 1080, 'm': 2519, 'k_avg': 4.6648148148148145, 'intersection_count': 776, 'streets_per_node_avg': 2.4990740740740742, 'streets_per_node_counts': {0: 0, 1: 304, 2: 0, 3: 709, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2814814814814815, 2: 0.0, 3: 0.6564814814814814, 4: 0.062037037037037036}, 'edge_length_total': 238308.31600000063, 'edge_length_avg': 94.60433346566123, 'street_length_total': 121256.51599999987, 'street_length_avg': 91.17031278195479, 'street_segments_count': 1330, 'node_density_km': 63.55821746552164, 'intersection_density_km': 45.66775625300444, 'edge_density_km': 14024.492381639158, 'street_density_km': 7135.970382443978, 'circuity_avg': 1.067736249777411, 'self_loop_proportion': 0.0023818975784041284, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067736249777411\n", - "2172\n", - "40984699.646640554\n", - "{'n': 2832, 'm': 6737, 'k_avg': 4.757768361581921, 'intersection_count': 2084, 'streets_per_node_avg': 2.5692090395480225, 'streets_per_node_counts': {0: 0, 1: 748, 2: 1, 3: 1816, 4: 258, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2641242937853107, 2: 0.00035310734463276836, 3: 0.6412429378531074, 4: 0.09110169491525423, 5: 0.002824858757062147, 6: 0.00035310734463276836}, 'edge_length_total': 667483.2609999989, 'edge_length_avg': 99.0772244322397, 'street_length_total': 343264.0399999997, 'street_length_avg': 95.88381005586584, 'street_segments_count': 3580, 'node_density_km': 69.09895703559545, 'intersection_density_km': 50.848243807267274, 'edge_density_km': 16286.157194144798, 'street_density_km': 8375.419192028565, 'circuity_avg': 1.0625951271798784, 'self_loop_proportion': 0.004304586611251299, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0625951271798784\n", - "2173\n", - "20983906.06844154\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1180, 'm': 3291, 'k_avg': 5.577966101694916, 'intersection_count': 1020, 'streets_per_node_avg': 2.9177966101694914, 'streets_per_node_counts': {0: 0, 1: 160, 2: 0, 3: 804, 4: 209, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13559322033898305, 2: 0.0, 3: 0.6813559322033899, 4: 0.17711864406779662, 5: 0.005932203389830509}, 'edge_length_total': 386617.96099999937, 'edge_length_avg': 117.47735065329668, 'street_length_total': 197333.76000000004, 'street_length_avg': 117.53053007742706, 'street_segments_count': 1679, 'node_density_km': 56.233572345934434, 'intersection_density_km': 48.608681180384, 'edge_density_km': 18424.499220450103, 'street_density_km': 9404.052770555309, 'circuity_avg': 1.06419717286073, 'self_loop_proportion': 0.0018231540565177757, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06419717286073\n", - "2174\n", - "98986298.39745189\n", - "{'n': 6555, 'm': 15432, 'k_avg': 4.708466819221968, 'intersection_count': 4648, 'streets_per_node_avg': 2.497482837528604, 'streets_per_node_counts': {0: 0, 1: 1907, 2: 5, 3: 4137, 4: 491, 5: 11, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29092295957284514, 2: 0.0007627765064836003, 3: 0.631121281464531, 4: 0.07490465293668955, 5: 0.0016781083142639206, 6: 0.0006102212051868803}, 'edge_length_total': 1537308.2760000029, 'edge_length_avg': 99.61821384136877, 'street_length_total': 805359.1550000029, 'street_length_avg': 99.16994889791934, 'street_segments_count': 8121, 'node_density_km': 66.22128623984125, 'intersection_density_km': 46.9559936602261, 'edge_density_km': 15530.515848035553, 'street_density_km': 8136.06699147702, 'circuity_avg': 1.0824848735683106, 'self_loop_proportion': 0.003110419906687403, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0824848735683106\n", - "2175\n", - "45971729.92552065\n", - "{'n': 2092, 'm': 5231, 'k_avg': 5.000956022944551, 'intersection_count': 1660, 'streets_per_node_avg': 2.6888145315487573, 'streets_per_node_counts': {0: 0, 1: 432, 2: 2, 3: 1450, 4: 203, 5: 3, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20650095602294455, 2: 0.0009560229445506692, 3: 0.6931166347992351, 4: 0.09703632887189292, 5: 0.0014340344168260039, 6: 0.0009560229445506692}, 'edge_length_total': 620732.2500000029, 'edge_length_avg': 118.66416555152034, 'street_length_total': 319553.76400000026, 'street_length_avg': 115.48744633176734, 'street_segments_count': 2767, 'node_density_km': 45.50622748783381, 'intersection_density_km': 36.10914800659853, 'edge_density_km': 13502.477522722305, 'street_density_km': 6951.092867675703, 'circuity_avg': 1.0584319883013467, 'self_loop_proportion': 0.003823360734085261, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0584319883013467\n", - "2176\n", - "7993129.547629831\n", - "{'n': 294, 'm': 810, 'k_avg': 5.510204081632653, 'intersection_count': 255, 'streets_per_node_avg': 2.880952380952381, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 213, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1326530612244898, 2: 0.0, 3: 0.7244897959183674, 4: 0.13945578231292516, 5: 0.003401360544217687}, 'edge_length_total': 111304.19200000017, 'edge_length_avg': 137.4125827160496, 'street_length_total': 55706.30000000002, 'street_length_avg': 137.20763546798034, 'street_segments_count': 406, 'node_density_km': 36.78158826878749, 'intersection_density_km': 31.902397988234043, 'edge_density_km': 13924.982866442435, 'street_density_km': 6969.27275706652, 'circuity_avg': 1.0237377625901911, 'self_loop_proportion': 0.0024691358024691358, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0237377625901911\n", - "2177\n", - "6999014.446599866\n", - "{'n': 416, 'm': 916, 'k_avg': 4.403846153846154, 'intersection_count': 261, 'streets_per_node_avg': 2.2860576923076925, 'streets_per_node_counts': {0: 0, 1: 155, 2: 0, 3: 248, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37259615384615385, 2: 0.0, 3: 0.5961538461538461, 4: 0.03125}, 'edge_length_total': 91160.18999999999, 'edge_length_avg': 99.51985807860261, 'street_length_total': 45804.781999999985, 'street_length_avg': 99.14454978354975, 'street_segments_count': 462, 'node_density_km': 59.43693975400973, 'intersection_density_km': 37.290964605280145, 'edge_density_km': 13024.718079312692, 'street_density_km': 6544.461702354683, 'circuity_avg': 1.0799210040500569, 'self_loop_proportion': 0.001091703056768559, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0799210040500569\n", - "2178\n", - "6994433.742787949\n", - "{'n': 382, 'm': 847, 'k_avg': 4.43455497382199, 'intersection_count': 246, 'streets_per_node_avg': 2.316753926701571, 'streets_per_node_counts': {0: 0, 1: 136, 2: 2, 3: 231, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35602094240837695, 2: 0.005235602094240838, 3: 0.6047120418848168, 4: 0.034031413612565446}, 'edge_length_total': 88453.58299999991, 'edge_length_avg': 104.43162101534818, 'street_length_total': 44847.434999999976, 'street_length_avg': 103.81350694444438, 'street_segments_count': 432, 'node_density_km': 54.614857191818444, 'intersection_density_km': 35.17082426488832, 'edge_density_km': 12646.282208506951, 'street_density_km': 6411.875020796751, 'circuity_avg': 1.0719195630044005, 'self_loop_proportion': 0.0070838252656434475, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0719195630044005\n", - "2179\n", - "3996552.3331782226\n", - "{'n': 99, 'm': 242, 'k_avg': 4.888888888888889, 'intersection_count': 72, 'streets_per_node_avg': 2.494949494949495, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 68, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0, 3: 0.6868686868686869, 4: 0.04040404040404041}, 'edge_length_total': 35739.92000000002, 'edge_length_avg': 147.68561983471082, 'street_length_total': 17869.96, 'street_length_avg': 147.68561983471074, 'street_segments_count': 121, 'node_density_km': 24.771350841106372, 'intersection_density_km': 18.015527884441, 'edge_density_km': 8942.687852051262, 'street_density_km': 4471.343926025628, 'circuity_avg': 1.0649552783166005, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0649552783166005\n", - "2180\n", - "8999547.874761928\n", - "{'n': 278, 'm': 630, 'k_avg': 4.532374100719425, 'intersection_count': 180, 'streets_per_node_avg': 2.352517985611511, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 164, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35251798561151076, 2: 0.0, 3: 0.5899280575539568, 4: 0.05755395683453238}, 'edge_length_total': 89646.24400000011, 'edge_length_avg': 142.29562539682556, 'street_length_total': 44823.122, 'street_length_avg': 142.29562539682541, 'street_segments_count': 315, 'node_density_km': 30.89044070531756, 'intersection_density_km': 20.001004773227198, 'edge_density_km': 9961.194189699401, 'street_density_km': 4980.597094849694, 'circuity_avg': 1.0787022298629103, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0787022298629103\n", - "2181\n", - "8992380.61667904\n", - "{'n': 704, 'm': 2246, 'k_avg': 6.380681818181818, 'intersection_count': 649, 'streets_per_node_avg': 3.303977272727273, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 326, 4: 322, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.078125, 2: 0.0, 3: 0.4630681818181818, 4: 0.45738636363636365, 5: 0.0014204545454545455}, 'edge_length_total': 186865.56299999967, 'edge_length_avg': 83.19927114870868, 'street_length_total': 94681.04699999998, 'street_length_avg': 82.40299999999998, 'street_segments_count': 1149, 'node_density_km': 78.28850112218592, 'intersection_density_km': 72.17221197201515, 'edge_density_km': 20780.433009408207, 'street_density_km': 10529.030190780164, 'circuity_avg': 1.0172463066456943, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0172463066456943\n", - "2182\n", - "5994761.378793012\n", - "{'n': 213, 'm': 582, 'k_avg': 5.464788732394366, 'intersection_count': 180, 'streets_per_node_avg': 2.8028169014084505, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 156, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15492957746478872, 2: 0.0, 3: 0.7323943661971831, 4: 0.11267605633802817}, 'edge_length_total': 77237.79599999993, 'edge_length_avg': 132.71098969072153, 'street_length_total': 38618.89800000001, 'street_length_avg': 132.71098969072168, 'street_segments_count': 291, 'node_density_km': 35.531022261120505, 'intersection_density_km': 30.026215995313105, 'edge_density_km': 12884.21525387738, 'street_density_km': 6442.107626938698, 'circuity_avg': 1.0654256914622682, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0654256914622682\n", - "2183\n", - "5996565.0842718\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 324, 'm': 784, 'k_avg': 4.839506172839506, 'intersection_count': 228, 'streets_per_node_avg': 2.4814814814814814, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 204, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2962962962962963, 2: 0.0, 3: 0.6296296296296297, 4: 0.07407407407407407}, 'edge_length_total': 54424.56399999994, 'edge_length_avg': 69.4190867346938, 'street_length_total': 27343.924999999977, 'street_length_avg': 69.22512658227842, 'street_segments_count': 395, 'node_density_km': 54.030931949660534, 'intersection_density_km': 38.0217669275389, 'edge_density_km': 9075.956524302288, 'street_density_km': 4559.931329974136, 'circuity_avg': 1.0843310794300651, 'self_loop_proportion': 0.002551020408163265, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0843310794300651\n", - "2184\n", - "12994848.792812563\n", - "{'n': 251, 'm': 627, 'k_avg': 4.99601593625498, 'intersection_count': 198, 'streets_per_node_avg': 2.637450199203187, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 184, 4: 13, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21115537848605578, 2: 0.0, 3: 0.7330677290836654, 4: 0.05179282868525897, 5: 0.00398406374501992}, 'edge_length_total': 90492.3490000001, 'edge_length_avg': 144.32591547049458, 'street_length_total': 45496.653000000035, 'street_length_avg': 140.8565108359134, 'street_segments_count': 323, 'node_density_km': 19.31534594991423, 'intersection_density_km': 15.236806765270988, 'edge_density_km': 6963.709269941742, 'street_density_km': 3501.1298496342783, 'circuity_avg': 1.0498543523680448, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0498543523680448\n", - "2185\n", - "7995808.379047771\n", - "{'n': 46, 'm': 108, 'k_avg': 4.695652173913044, 'intersection_count': 34, 'streets_per_node_avg': 2.5434782608695654, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 31, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2608695652173913, 2: 0.0, 3: 0.6739130434782609, 4: 0.06521739130434782}, 'edge_length_total': 34780.51199999999, 'edge_length_avg': 322.04177777777767, 'street_length_total': 17390.255999999998, 'street_length_avg': 322.0417777777777, 'street_segments_count': 54, 'node_density_km': 5.753014306913416, 'intersection_density_km': 4.252227965979482, 'edge_density_km': 4349.843111690732, 'street_density_km': 2174.9215558453666, 'circuity_avg': 1.0454501170280546, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454501170280546\n", - "2186\n", - "21002144.10278558\n", - "{'n': 784, 'm': 1765, 'k_avg': 4.502551020408164, 'intersection_count': 503, 'streets_per_node_avg': 2.332908163265306, 'streets_per_node_counts': {0: 0, 1: 281, 2: 0, 3: 465, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35841836734693877, 2: 0.0, 3: 0.5931122448979592, 4: 0.047193877551020405, 5: 0.0012755102040816326}, 'edge_length_total': 206618.57599999962, 'edge_length_avg': 117.06434900849837, 'street_length_total': 104187.27699999993, 'street_length_avg': 116.80188004484297, 'street_segments_count': 892, 'node_density_km': 37.32952198418711, 'intersection_density_km': 23.94993566077311, 'edge_density_km': 9837.975350935487, 'street_density_km': 4960.792407199094, 'circuity_avg': 1.0806951344603477, 'self_loop_proportion': 0.0022662889518413596, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0806951344603477\n", - "2187\n", - "11989033.20870299\n", - "{'n': 561, 'm': 1506, 'k_avg': 5.3689839572192515, 'intersection_count': 495, 'streets_per_node_avg': 2.9162210338680925, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 410, 4: 85}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11764705882352941, 2: 0.0, 3: 0.7308377896613191, 4: 0.15151515151515152}, 'edge_length_total': 169610.32200000013, 'edge_length_avg': 112.62305577689251, 'street_length_total': 86576.10700000006, 'street_length_avg': 108.62748682559607, 'street_segments_count': 797, 'node_density_km': 46.79276387296709, 'intersection_density_km': 41.28773282908861, 'edge_density_km': 14147.122545033728, 'street_density_km': 7221.275101411295, 'circuity_avg': 1.032847070822674, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.032847070822674\n", - "2188\n", - "4998885.94852514\n", - "{'n': 370, 'm': 928, 'k_avg': 5.0162162162162165, 'intersection_count': 291, 'streets_per_node_avg': 2.672972972972973, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 255, 4: 35, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21351351351351353, 2: 0.0, 3: 0.6891891891891891, 4: 0.0945945945945946, 5: 0.002702702702702703}, 'edge_length_total': 91066.09900000003, 'edge_length_avg': 98.13157219827589, 'street_length_total': 46042.246999999974, 'street_length_avg': 96.12160125260955, 'street_segments_count': 479, 'node_density_km': 74.0164916363343, 'intersection_density_km': 58.212970449116966, 'edge_density_km': 18217.278797262414, 'street_density_km': 9210.501594577123, 'circuity_avg': 1.0745794647922322, 'self_loop_proportion': 0.0021551724137931034, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0745794647922322\n", - "2189\n", - "390682774.3381074\n", - "error with entry 2189\n", - "2190\n", - "6994346.535935367\n", - "{'n': 296, 'm': 862, 'k_avg': 5.824324324324325, 'intersection_count': 269, 'streets_per_node_avg': 3.02027027027027, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 213, 4: 52, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09121621621621621, 2: 0.0, 3: 0.7195945945945946, 4: 0.17567567567567569, 5: 0.013513513513513514}, 'edge_length_total': 85621.31299999992, 'edge_length_avg': 99.32866937354979, 'street_length_total': 43261.65800000005, 'street_length_avg': 98.3219500000001, 'street_segments_count': 440, 'node_density_km': 42.31989342810212, 'intersection_density_km': 38.459632878917134, 'edge_density_km': 12241.502842345175, 'street_density_km': 6185.232284064201, 'circuity_avg': 1.062345238911413, 'self_loop_proportion': 0.002320185614849188, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062345238911413\n", - "2191\n", - "38009910.545187265\n", - "{'n': 1288, 'm': 2905, 'k_avg': 4.510869565217392, 'intersection_count': 842, 'streets_per_node_avg': 2.3555900621118013, 'streets_per_node_counts': {0: 0, 1: 446, 2: 0, 3: 782, 4: 58, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34627329192546585, 2: 0.0, 3: 0.6071428571428571, 4: 0.04503105590062112, 5: 0.0015527950310559005}, 'edge_length_total': 352298.623, 'edge_length_avg': 121.27319208261619, 'street_length_total': 177548.44700000004, 'street_length_avg': 120.20883344617471, 'street_segments_count': 1477, 'node_density_km': 33.88589927010717, 'intersection_density_km': 22.15211737999242, 'edge_density_km': 9268.5991086766, 'street_density_km': 4671.109309476679, 'circuity_avg': 1.0757972772456446, 'self_loop_proportion': 0.0010327022375215145, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0757972772456446\n", - "2192\n", - "10990790.258670755\n", - "{'n': 710, 'm': 1606, 'k_avg': 4.523943661971831, 'intersection_count': 446, 'streets_per_node_avg': 2.2901408450704226, 'streets_per_node_counts': {0: 0, 1: 264, 2: 0, 3: 422, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37183098591549296, 2: 0.0, 3: 0.5943661971830986, 4: 0.03380281690140845}, 'edge_length_total': 159488.84799999988, 'edge_length_avg': 99.30812453300118, 'street_length_total': 79830.03100000003, 'street_length_avg': 99.29108333333338, 'street_segments_count': 804, 'node_density_km': 64.59954045978388, 'intersection_density_km': 40.57942964093466, 'edge_density_km': 14511.135618676499, 'street_density_km': 7263.356785197611, 'circuity_avg': 1.0641946654965067, 'self_loop_proportion': 0.0024906600249066002, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641946654965067\n", - "2193\n", - "5995127.504540716\n", - "{'n': 268, 'm': 599, 'k_avg': 4.470149253731344, 'intersection_count': 170, 'streets_per_node_avg': 2.3208955223880596, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 156, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3656716417910448, 2: 0.0, 3: 0.582089552238806, 4: 0.05223880597014925}, 'edge_length_total': 68775.89699999985, 'edge_length_avg': 114.8178580968278, 'street_length_total': 34778.477000000006, 'street_length_avg': 114.02779344262296, 'street_segments_count': 305, 'node_density_km': 44.702969169048785, 'intersection_density_km': 28.356361040068258, 'edge_density_km': 11471.965683450255, 'street_density_km': 5801.123824915942, 'circuity_avg': 1.0368562945167452, 'self_loop_proportion': 0.00333889816360601, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0368562945167452\n", - "2194\n", - "14006384.693229625\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 202, 'm': 452, 'k_avg': 4.475247524752476, 'intersection_count': 138, 'streets_per_node_avg': 2.396039603960396, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 132, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31683168316831684, 2: 0.0, 3: 0.6534653465346535, 4: 0.0297029702970297}, 'edge_length_total': 84233.08799999993, 'edge_length_avg': 186.35638938053083, 'street_length_total': 42116.544000000016, 'street_length_avg': 186.35638938053106, 'street_segments_count': 226, 'node_density_km': 14.42199428505218, 'intersection_density_km': 9.852649561075252, 'edge_density_km': 6013.9065037044375, 'street_density_km': 3006.9532518522224, 'circuity_avg': 1.0708354820431931, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0708354820431931\n", - "2195\n", - "9991554.103048163\n", - "{'n': 271, 'm': 620, 'k_avg': 4.575645756457565, 'intersection_count': 190, 'streets_per_node_avg': 2.4428044280442807, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 179, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2988929889298893, 2: 0.0, 3: 0.6605166051660517, 4: 0.04059040590405904}, 'edge_length_total': 100049.08000000002, 'edge_length_avg': 161.36948387096777, 'street_length_total': 50372.66199999998, 'street_length_avg': 159.91321269841265, 'street_segments_count': 315, 'node_density_km': 27.1229077283708, 'intersection_density_km': 19.016060768968458, 'edge_density_km': 10013.365185049406, 'street_density_km': 5041.5242194037255, 'circuity_avg': 1.0803935519725991, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0803935519725991\n", - "2196\n", - "5994747.121606059\n", - "{'n': 234, 'm': 563, 'k_avg': 4.811965811965812, 'intersection_count': 171, 'streets_per_node_avg': 2.534188034188034, 'streets_per_node_counts': {0: 0, 1: 63, 2: 1, 3: 152, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2692307692307692, 2: 0.004273504273504274, 3: 0.6495726495726496, 4: 0.07692307692307693}, 'edge_length_total': 80317.50699999991, 'edge_length_avg': 142.65987033747763, 'street_length_total': 40636.50400000003, 'street_length_avg': 142.5842245614036, 'street_segments_count': 285, 'node_density_km': 39.0341736278792, 'intersection_density_km': 28.524973035757878, 'edge_density_km': 13397.98082733504, 'street_density_km': 6778.685268230807, 'circuity_avg': 1.1002672636007076, 'self_loop_proportion': 0.007104795737122558, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1002672636007076\n", - "2197\n", - "10995922.481148273\n", - "{'n': 65, 'm': 160, 'k_avg': 4.923076923076923, 'intersection_count': 54, 'streets_per_node_avg': 2.753846153846154, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 48, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16923076923076924, 2: 0.0, 3: 0.7384615384615385, 4: 0.09230769230769231}, 'edge_length_total': 37979.53599999998, 'edge_length_avg': 237.37209999999988, 'street_length_total': 18989.768, 'street_length_avg': 237.3721, 'street_segments_count': 80, 'node_density_km': 5.911282124027145, 'intersection_density_km': 4.910911303037936, 'edge_density_km': 3453.9654190099277, 'street_density_km': 1726.9827095049648, 'circuity_avg': 1.0859172884799784, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0859172884799784\n", - "2198\n", - "7998416.136517386\n", - "{'n': 201, 'm': 528, 'k_avg': 5.253731343283582, 'intersection_count': 164, 'streets_per_node_avg': 2.6865671641791047, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 153, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18407960199004975, 2: 0.0, 3: 0.7611940298507462, 4: 0.05472636815920398}, 'edge_length_total': 48128.49200000005, 'edge_length_avg': 91.15244696969707, 'street_length_total': 24064.246000000017, 'street_length_avg': 91.15244696969704, 'street_segments_count': 264, 'node_density_km': 25.129975306275828, 'intersection_density_km': 20.504059453876796, 'edge_density_km': 6017.252813374602, 'street_density_km': 3008.6264066873, 'circuity_avg': 1.0635266385381383, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0635266385381383\n", - "2199\n", - "14991604.000477495\n", - "{'n': 1484, 'm': 3918, 'k_avg': 5.2803234501347704, 'intersection_count': 1235, 'streets_per_node_avg': 2.7985175202156336, 'streets_per_node_counts': {0: 0, 1: 249, 2: 2, 3: 1041, 4: 183, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16778975741239893, 2: 0.0013477088948787063, 3: 0.7014824797843666, 4: 0.12331536388140162, 5: 0.006064690026954178}, 'edge_length_total': 331919.7809999992, 'edge_length_avg': 84.71663629402737, 'street_length_total': 171550.41800000038, 'street_length_avg': 84.01097845249774, 'street_segments_count': 2042, 'node_density_km': 98.98874062793638, 'intersection_density_km': 82.37944385141606, 'edge_density_km': 22140.378106934208, 'street_density_km': 11443.099617261527, 'circuity_avg': 1.1171519466089677, 'self_loop_proportion': 0.002552322613578356, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1171519466089677\n", - "2200\n", - "10995442.111249845\n", - "{'n': 420, 'm': 998, 'k_avg': 4.752380952380952, 'intersection_count': 294, 'streets_per_node_avg': 2.461904761904762, 'streets_per_node_counts': {0: 0, 1: 126, 2: 0, 3: 268, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3, 2: 0.0, 3: 0.638095238095238, 4: 0.06190476190476191}, 'edge_length_total': 124264.53199999999, 'edge_length_avg': 124.51355911823646, 'street_length_total': 62132.26599999995, 'street_length_avg': 124.51355911823637, 'street_segments_count': 499, 'node_density_km': 38.19764551079601, 'intersection_density_km': 26.738351857557202, 'edge_density_km': 11301.458435478491, 'street_density_km': 5650.729217739241, 'circuity_avg': 1.0566462974493698, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0566462974493698\n", - "2201\n", - "69031368.53274404\n", - "{'n': 2246, 'm': 5326, 'k_avg': 4.742653606411398, 'intersection_count': 1554, 'streets_per_node_avg': 2.4536954585930544, 'streets_per_node_counts': {0: 0, 1: 692, 2: 1, 3: 1397, 4: 154, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3081032947462155, 2: 0.0004452359750667854, 3: 0.6219946571682992, 4: 0.06856634016028496, 5: 0.0008904719501335708}, 'edge_length_total': 636269.6100000006, 'edge_length_avg': 119.46481599699598, 'street_length_total': 319665.99899999984, 'street_length_avg': 118.48257931801328, 'street_segments_count': 2698, 'node_density_km': 32.53593326828864, 'intersection_density_km': 22.511505030685903, 'edge_density_km': 9217.108446838849, 'street_density_km': 4630.735356903302, 'circuity_avg': 1.0890654599826228, 'self_loop_proportion': 0.003379647014645137, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0890654599826228\n", - "2202\n", - "35971605.77675392\n", - "{'n': 1907, 'm': 4563, 'k_avg': 4.785527005768222, 'intersection_count': 1357, 'streets_per_node_avg': 2.4939695857367594, 'streets_per_node_counts': {0: 0, 1: 550, 2: 1, 3: 1222, 4: 132, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2884111169375983, 2: 0.0005243838489774515, 3: 0.6407970634504457, 4: 0.0692186680650236, 5: 0.001048767697954903}, 'edge_length_total': 524751.2749999993, 'edge_length_avg': 115.00137519175966, 'street_length_total': 266037.8180000003, 'street_length_avg': 114.47410413080908, 'street_segments_count': 2324, 'node_density_km': 53.01403589918048, 'intersection_density_km': 37.7241985921279, 'edge_density_km': 14587.930220760718, 'street_density_km': 7395.77264498776, 'circuity_avg': 1.082165879477747, 'self_loop_proportion': 0.0030681569143107606, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.082165879477747\n", - "2203\n", - "13992221.319791812\n", - "{'n': 169, 'm': 411, 'k_avg': 4.863905325443787, 'intersection_count': 136, 'streets_per_node_avg': 2.6508875739644973, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 129, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1952662721893491, 2: 0.0, 3: 0.7633136094674556, 4: 0.04142011834319527}, 'edge_length_total': 61916.08699999999, 'edge_length_avg': 150.64741362530413, 'street_length_total': 31190.293000000012, 'street_length_avg': 143.07473853211016, 'street_segments_count': 218, 'node_density_km': 12.078139427436852, 'intersection_density_km': 9.719686166458057, 'edge_density_km': 4425.036281581717, 'street_density_km': 2229.1166132343656, 'circuity_avg': 1.0526112389220506, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0526112389220506\n", - "2204\n", - "8992609.475690335\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 337, 'm': 936, 'k_avg': 5.554896142433234, 'intersection_count': 283, 'streets_per_node_avg': 2.833827893175074, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 232, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16023738872403562, 2: 0.0, 3: 0.6884272997032641, 4: 0.14836795252225518, 5: 0.002967359050445104}, 'edge_length_total': 118290.18700000027, 'edge_length_avg': 126.3784049145302, 'street_length_total': 59216.62600000002, 'street_length_avg': 125.99282127659579, 'street_segments_count': 470, 'node_density_km': 37.47521794547067, 'intersection_density_km': 31.47028688002433, 'edge_density_km': 13154.155900995522, 'street_density_km': 6585.03253811699, 'circuity_avg': 1.0498574395170581, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0498574395170581\n", - "2205\n", - "6999870.206518403\n", - "{'n': 330, 'm': 772, 'k_avg': 4.678787878787879, 'intersection_count': 213, 'streets_per_node_avg': 2.3878787878787877, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 181, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35454545454545455, 2: 0.0, 3: 0.5484848484848485, 4: 0.09696969696969697}, 'edge_length_total': 90153.39200000004, 'edge_length_avg': 116.7790051813472, 'street_length_total': 45076.69599999997, 'street_length_avg': 116.77900518134706, 'street_segments_count': 386, 'node_density_km': 47.14373127843116, 'intersection_density_km': 30.42913564335102, 'edge_density_km': 12879.294806930506, 'street_density_km': 6439.647403465246, 'circuity_avg': 1.0911791942190339, 'self_loop_proportion': 0.0025906735751295338, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0911791942190339\n", - "2206\n", - "5994102.072999746\n", - "{'n': 187, 'm': 567, 'k_avg': 6.064171122994653, 'intersection_count': 178, 'streets_per_node_avg': 3.176470588235294, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 127, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0481283422459893, 2: 0.0, 3: 0.679144385026738, 4: 0.2727272727272727}, 'edge_length_total': 93138.53700000014, 'edge_length_avg': 164.2654973544976, 'street_length_total': 46640.46299999998, 'street_length_avg': 163.65074736842098, 'street_segments_count': 285, 'node_density_km': 31.197333265700617, 'intersection_density_km': 29.695857333126792, 'edge_density_km': 15538.363522293006, 'street_density_km': 7781.059186511114, 'circuity_avg': 1.0702800105855805, 'self_loop_proportion': 0.003527336860670194, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0702800105855805\n", - "2207\n", - "5999062.059914209\n", - "{'n': 189, 'm': 501, 'k_avg': 5.301587301587301, 'intersection_count': 158, 'streets_per_node_avg': 2.761904761904762, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 142, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.164021164021164, 2: 0.0, 3: 0.7513227513227513, 4: 0.07936507936507936, 5: 0.005291005291005291}, 'edge_length_total': 65369.32199999995, 'edge_length_avg': 130.47768862275439, 'street_length_total': 32903.414, 'street_length_avg': 129.541, 'street_segments_count': 254, 'node_density_km': 31.50492495533591, 'intersection_density_km': 26.337450491762294, 'edge_density_km': 10896.590391487762, 'street_density_km': 5484.759729335179, 'circuity_avg': 1.0547276608717457, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0547276608717457\n", - "2208\n", - "21004932.326943964\n", - "{'n': 587, 'm': 1375, 'k_avg': 4.6848381601362865, 'intersection_count': 435, 'streets_per_node_avg': 2.5434412265758093, 'streets_per_node_counts': {0: 0, 1: 152, 2: 0, 3: 400, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25894378194207834, 2: 0.0, 3: 0.6814310051107325, 4: 0.05792163543441227, 5: 0.0017035775127768314}, 'edge_length_total': 139268.34899999993, 'edge_length_avg': 101.28607199999995, 'street_length_total': 71653.93199999996, 'street_length_avg': 98.83300965517236, 'street_segments_count': 725, 'node_density_km': 27.94581724250684, 'intersection_density_km': 20.709421636269976, 'edge_density_km': 6630.268873628038, 'street_density_km': 3411.2907808841765, 'circuity_avg': 1.0784021382790467, 'self_loop_proportion': 0.0014545454545454545, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0784021382790467\n", - "2209\n", - "23977908.136254277\n", - "{'n': 1374, 'm': 3373, 'k_avg': 4.909752547307132, 'intersection_count': 1019, 'streets_per_node_avg': 2.567685589519651, 'streets_per_node_counts': {0: 0, 1: 355, 2: 0, 3: 905, 4: 112, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25836972343522563, 2: 0.0, 3: 0.6586608442503639, 4: 0.08151382823871907, 5: 0.001455604075691412}, 'edge_length_total': 387493.7449999991, 'edge_length_avg': 114.88103913430155, 'street_length_total': 197188.21, 'street_length_avg': 113.45696777905638, 'street_segments_count': 1738, 'node_density_km': 57.30274685315565, 'intersection_density_km': 42.49745199662708, 'edge_density_km': 16160.448309254873, 'street_density_km': 8223.745327552324, 'circuity_avg': 1.0397248201805627, 'self_loop_proportion': 0.0011858879335902757, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397248201805627\n", - "2210\n", - "35983224.08412981\n", - "{'n': 2720, 'm': 7219, 'k_avg': 5.308088235294117, 'intersection_count': 2338, 'streets_per_node_avg': 2.90625, 'streets_per_node_counts': {0: 0, 1: 382, 2: 2, 3: 1852, 4: 467, 5: 10, 6: 5, 7: 1, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14044117647058824, 2: 0.0007352941176470588, 3: 0.6808823529411765, 4: 0.17169117647058824, 5: 0.003676470588235294, 6: 0.001838235294117647, 7: 0.0003676470588235294, 8: 0.0003676470588235294}, 'edge_length_total': 522441.6739999997, 'edge_length_avg': 72.37036625571405, 'street_length_total': 281488.25800000026, 'street_length_avg': 71.57087668446485, 'street_segments_count': 3933, 'node_density_km': 75.59078068270264, 'intersection_density_km': 64.97472251329367, 'edge_density_km': 14519.034558396326, 'street_density_km': 7822.763667365455, 'circuity_avg': 1.063729641219749, 'self_loop_proportion': 0.0030475135060257655, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063729641219749\n", - "2211\n", - "9004101.762070473\n", - "{'n': 542, 'm': 1203, 'k_avg': 4.439114391143911, 'intersection_count': 369, 'streets_per_node_avg': 2.4003690036900367, 'streets_per_node_counts': {0: 0, 1: 173, 2: 0, 3: 348, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3191881918819188, 2: 0.0, 3: 0.6420664206642066, 4: 0.03874538745387454}, 'edge_length_total': 129253.18599999977, 'edge_length_avg': 107.44238237738966, 'street_length_total': 65730.03699999994, 'street_length_avg': 105.1680591999999, 'street_segments_count': 625, 'node_density_km': 60.19478836669304, 'intersection_density_km': 40.98132270721353, 'edge_density_km': 14354.92283577638, 'street_density_km': 7300.010454889113, 'circuity_avg': 1.1024667472935636, 'self_loop_proportion': 0.0033250207813798837, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1024667472935636\n", - "2212\n", - "26980088.642690793\n", - "{'n': 764, 'm': 1854, 'k_avg': 4.853403141361256, 'intersection_count': 582, 'streets_per_node_avg': 2.599476439790576, 'streets_per_node_counts': {0: 0, 1: 182, 2: 1, 3: 525, 4: 53, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23821989528795812, 2: 0.0013089005235602095, 3: 0.68717277486911, 4: 0.0693717277486911, 5: 0.003926701570680628}, 'edge_length_total': 255514.56799999994, 'edge_length_avg': 137.81799784250268, 'street_length_total': 129653.07000000007, 'street_length_avg': 134.35551295336793, 'street_segments_count': 965, 'node_density_km': 28.31717901738533, 'intersection_density_km': 21.571463597013434, 'edge_density_km': 9470.486601578372, 'street_density_km': 4805.509415371196, 'circuity_avg': 1.0589519513186734, 'self_loop_proportion': 0.004314994606256742, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0589519513186734\n", - "2213\n", - "17004588.63692873\n", - "{'n': 1065, 'm': 2583, 'k_avg': 4.850704225352112, 'intersection_count': 764, 'streets_per_node_avg': 2.516431924882629, 'streets_per_node_counts': {0: 0, 1: 301, 2: 0, 3: 679, 4: 83, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28262910798122065, 2: 0.0, 3: 0.6375586854460094, 4: 0.07793427230046948, 5: 0.0018779342723004694}, 'edge_length_total': 246782.62499999988, 'edge_length_avg': 95.5410859465737, 'street_length_total': 123898.5929999998, 'street_length_avg': 94.57907862595405, 'street_segments_count': 1310, 'node_density_km': 62.63015370375664, 'intersection_density_km': 44.92904922973716, 'edge_density_km': 14512.70773255073, 'street_density_km': 7286.185843445234, 'circuity_avg': 1.0755134758276292, 'self_loop_proportion': 0.004645760743321719, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0755134758276292\n", - "2214\n", - "11989770.713523202\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 421, 'm': 896, 'k_avg': 4.2565320665083135, 'intersection_count': 259, 'streets_per_node_avg': 2.2375296912114013, 'streets_per_node_counts': {0: 0, 1: 162, 2: 0, 3: 256, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3847980997624703, 2: 0.0, 3: 0.6080760095011877, 4: 0.007125890736342043}, 'edge_length_total': 119566.62400000005, 'edge_length_avg': 133.44489285714292, 'street_length_total': 59907.64099999999, 'street_length_avg': 132.53902876106193, 'street_segments_count': 452, 'node_density_km': 35.11326530416101, 'intersection_density_km': 21.601747538664373, 'edge_density_km': 9972.38619960776, 'street_density_km': 4996.562689262311, 'circuity_avg': 1.0507226056143326, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0507226056143326\n", - "2215\n", - "12989584.737043018\n", - "{'n': 712, 'm': 1612, 'k_avg': 4.52808988764045, 'intersection_count': 557, 'streets_per_node_avg': 2.6502808988764044, 'streets_per_node_counts': {0: 0, 1: 155, 2: 3, 3: 490, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21769662921348315, 2: 0.004213483146067416, 3: 0.6882022471910112, 4: 0.0898876404494382}, 'edge_length_total': 168826.6480000001, 'edge_length_avg': 104.73117121588096, 'street_length_total': 90260.13700000009, 'street_length_avg': 99.6248752759383, 'street_segments_count': 906, 'node_density_km': 54.81314564041109, 'intersection_density_km': 42.88050859790587, 'edge_density_km': 12997.078152818012, 'street_density_km': 6948.654543405145, 'circuity_avg': 1.0660738975083626, 'self_loop_proportion': 0.0024813895781637717, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0660738975083626\n", - "2216\n", - "17989444.707669046\n", - "{'n': 650, 'm': 1590, 'k_avg': 4.892307692307693, 'intersection_count': 481, 'streets_per_node_avg': 2.5323076923076924, 'streets_per_node_counts': {0: 0, 1: 169, 2: 0, 3: 448, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26, 2: 0.0, 3: 0.6892307692307692, 4: 0.04923076923076923, 5: 0.0015384615384615385}, 'edge_length_total': 226635.46900000004, 'edge_length_avg': 142.5380308176101, 'street_length_total': 113444.90399999988, 'street_length_avg': 142.33990464240887, 'street_segments_count': 797, 'node_density_km': 36.13229927674754, 'intersection_density_km': 26.737901464793175, 'edge_density_km': 12598.247065590831, 'street_density_km': 6306.192650384445, 'circuity_avg': 1.2207489780809402, 'self_loop_proportion': 0.007547169811320755, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2207489780809402\n", - "2217\n", - "45959176.84899401\n", - "{'n': 2073, 'm': 4997, 'k_avg': 4.821032320308731, 'intersection_count': 1483, 'streets_per_node_avg': 2.5098890496864446, 'streets_per_node_counts': {0: 0, 1: 590, 2: 1, 3: 1321, 4: 157, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2846116739025567, 2: 0.000482392667631452, 3: 0.6372407139411481, 4: 0.07573564881813796, 5: 0.001929570670525808}, 'edge_length_total': 577461.3599999987, 'edge_length_avg': 115.56160896537897, 'street_length_total': 294180.9320000004, 'street_length_avg': 114.69042183235882, 'street_segments_count': 2565, 'node_density_km': 45.10524648453044, 'intersection_density_km': 32.267766780780825, 'edge_density_km': 12564.65845542311, 'street_density_km': 6400.918209796867, 'circuity_avg': 1.0789786716216598, 'self_loop_proportion': 0.004802881729037423, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0789786716216598\n", - "2218\n", - "4997922.693955806\n", - "{'n': 202, 'm': 524, 'k_avg': 5.188118811881188, 'intersection_count': 152, 'streets_per_node_avg': 2.6633663366336635, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 120, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24752475247524752, 2: 0.0, 3: 0.594059405940594, 4: 0.15841584158415842}, 'edge_length_total': 59584.85799999989, 'edge_length_avg': 113.71156106870208, 'street_length_total': 29792.429, 'street_length_avg': 113.7115610687023, 'street_segments_count': 262, 'node_density_km': 40.416791609099306, 'intersection_density_km': 30.41263527021334, 'edge_density_km': 11921.924697246382, 'street_density_km': 5960.962348623202, 'circuity_avg': 1.0460319082622438, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0460319082622438\n", - "2219\n", - "16983443.12713254\n", - "{'n': 784, 'm': 2037, 'k_avg': 5.196428571428571, 'intersection_count': 669, 'streets_per_node_avg': 2.8380102040816326, 'streets_per_node_counts': {0: 0, 1: 115, 2: 0, 3: 567, 4: 101, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14668367346938777, 2: 0.0, 3: 0.7232142857142857, 4: 0.1288265306122449, 5: 0.0012755102040816326}, 'edge_length_total': 198793.99500000008, 'edge_length_avg': 97.59155375552287, 'street_length_total': 105311.2199999999, 'street_length_avg': 95.2181012658227, 'street_segments_count': 1106, 'node_density_km': 46.16260637676534, 'intersection_density_km': 39.39130569650001, 'edge_density_km': 11705.164465879669, 'street_density_km': 6200.8168315267, 'circuity_avg': 1.0670866470779616, 'self_loop_proportion': 0.0009818360333824251, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0670866470779616\n", - "2220\n", - "3997478.2581882565\n", - "{'n': 235, 'm': 535, 'k_avg': 4.553191489361702, 'intersection_count': 158, 'streets_per_node_avg': 2.4382978723404256, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 136, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3276595744680851, 2: 0.0, 3: 0.5787234042553191, 4: 0.09361702127659574}, 'edge_length_total': 52939.90500000002, 'edge_length_avg': 98.95309345794396, 'street_length_total': 26864.944999999996, 'street_length_avg': 97.69070909090908, 'street_segments_count': 275, 'node_density_km': 58.787061447710556, 'intersection_density_km': 39.52491790952454, 'edge_density_km': 13243.325311791321, 'street_density_km': 6720.4730744866565, 'circuity_avg': 1.0345006658541482, 'self_loop_proportion': 0.003738317757009346, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0345006658541482\n", - "2221\n", - "11000746.1749134\n", - "{'n': 242, 'm': 648, 'k_avg': 5.355371900826446, 'intersection_count': 203, 'streets_per_node_avg': 2.7520661157024793, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 185, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16115702479338842, 2: 0.0, 3: 0.7644628099173554, 4: 0.0743801652892562}, 'edge_length_total': 85092.25799999987, 'edge_length_avg': 131.31521296296276, 'street_length_total': 43032.58300000002, 'street_length_avg': 131.19689939024397, 'street_segments_count': 328, 'node_density_km': 21.998507751398513, 'intersection_density_km': 18.453293692288838, 'edge_density_km': 7735.135112384295, 'street_density_km': 3911.7876474719023, 'circuity_avg': 1.0403943380283887, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0403943380283887\n", - "2222\n", - "5994623.249930251\n", - "{'n': 243, 'm': 608, 'k_avg': 5.004115226337449, 'intersection_count': 189, 'streets_per_node_avg': 2.6502057613168724, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 167, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6872427983539094, 4: 0.08641975308641975, 5: 0.00411522633744856}, 'edge_length_total': 63820.86600000007, 'edge_length_avg': 104.96852960526327, 'street_length_total': 32367.49000000002, 'street_length_avg': 103.74195512820519, 'street_segments_count': 312, 'node_density_km': 40.5363256152632, 'intersection_density_km': 31.528253256315825, 'edge_density_km': 10646.351461827502, 'street_density_km': 5399.420222176034, 'circuity_avg': 1.0688330384395779, 'self_loop_proportion': 0.003289473684210526, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0688330384395779\n", - "2223\n", - "3998039.1959778927\n", - "{'n': 251, 'm': 594, 'k_avg': 4.733067729083666, 'intersection_count': 174, 'streets_per_node_avg': 2.442231075697211, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 160, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30677290836653387, 2: 0.0, 3: 0.6374501992031872, 4: 0.055776892430278883}, 'edge_length_total': 57171.06200000002, 'edge_length_avg': 96.24757912457916, 'street_length_total': 28585.531000000025, 'street_length_avg': 96.2475791245792, 'street_segments_count': 297, 'node_density_km': 62.78077519913036, 'intersection_density_km': 43.52133420178758, 'edge_density_km': 14299.77526421333, 'street_density_km': 7149.887632106668, 'circuity_avg': 1.0818436072061202, 'self_loop_proportion': 0.003367003367003367, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0818436072061202\n", - "2224\n", - "13004275.93182572\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 483, 'm': 1114, 'k_avg': 4.612836438923395, 'intersection_count': 331, 'streets_per_node_avg': 2.4368530020703933, 'streets_per_node_counts': {0: 0, 1: 152, 2: 1, 3: 299, 4: 30, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3146997929606625, 2: 0.002070393374741201, 3: 0.6190476190476191, 4: 0.062111801242236024, 5: 0.0, 6: 0.002070393374741201}, 'edge_length_total': 146489.1679999998, 'edge_length_avg': 131.49835547576285, 'street_length_total': 74717.94099999992, 'street_length_avg': 130.397802792321, 'street_segments_count': 573, 'node_density_km': 37.14162960953027, 'intersection_density_km': 25.45316646118948, 'edge_density_km': 11264.69238025724, 'street_density_km': 5745.64407827895, 'circuity_avg': 1.0926842502460745, 'self_loop_proportion': 0.0017953321364452424, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0926842502460745\n", - "2225\n", - "201825884.33204013\n", - "{'n': 20171, 'm': 55707, 'k_avg': 5.523474294779634, 'intersection_count': 16981, 'streets_per_node_avg': 2.8528084874324526, 'streets_per_node_counts': {0: 0, 1: 3190, 2: 19, 3: 13699, 4: 3118, 5: 126, 6: 17, 7: 1, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15814783600218135, 2: 0.000941946358633682, 3: 0.6791433245748847, 4: 0.1545783550642011, 5: 0.00624659164146547, 6: 0.0008427941103564523, 7: 4.957612413861484e-05, 8: 4.957612413861484e-05}, 'edge_length_total': 4762294.149999954, 'edge_length_avg': 85.48825372035748, 'street_length_total': 2433778.1950000213, 'street_length_avg': 85.0822651634337, 'street_segments_count': 28605, 'node_density_km': 99.94258202686754, 'intersection_density_km': 84.13687895484793, 'edge_density_km': 23596.05243777908, 'street_density_km': 12058.801095086572, 'circuity_avg': 1.0880449441756868, 'self_loop_proportion': 0.0026747087439639543, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0880449441756868\n", - "2226\n", - "35983922.918719366\n", - "{'n': 1380, 'm': 3165, 'k_avg': 4.586956521739131, 'intersection_count': 960, 'streets_per_node_avg': 2.468840579710145, 'streets_per_node_counts': {0: 0, 1: 420, 2: 3, 3: 852, 4: 100, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30434782608695654, 2: 0.002173913043478261, 3: 0.6173913043478261, 4: 0.07246376811594203, 5: 0.0036231884057971015}, 'edge_length_total': 410647.1440000012, 'edge_length_avg': 129.74633301737794, 'street_length_total': 210328.50900000034, 'street_length_avg': 126.09622841726639, 'street_segments_count': 1668, 'node_density_km': 38.35046009622547, 'intersection_density_km': 26.678580936504673, 'edge_density_km': 11411.961528696376, 'street_density_km': 5845.068906886313, 'circuity_avg': 1.05648124398224, 'self_loop_proportion': 0.001263823064770932, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05648124398224\n", - "2227\n", - "5995128.851873943\n", - "{'n': 221, 'm': 575, 'k_avg': 5.203619909502263, 'intersection_count': 190, 'streets_per_node_avg': 2.8597285067873304, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 159, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14027149321266968, 2: 0.0, 3: 0.7194570135746606, 4: 0.14027149321266968}, 'edge_length_total': 79559.08499999988, 'edge_length_avg': 138.36362608695632, 'street_length_total': 40395.52200000002, 'street_length_avg': 135.5554429530202, 'street_segments_count': 298, 'node_density_km': 36.863261067511566, 'intersection_density_km': 31.692396392883246, 'edge_density_km': 13270.621360395198, 'street_density_km': 6738.057345902297, 'circuity_avg': 1.0196448713011694, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0196448713011694\n", - "2228\n", - "96990620.91101648\n", - "{'n': 5451, 'm': 13019, 'k_avg': 4.776738213171895, 'intersection_count': 3898, 'streets_per_node_avg': 2.5602641717116126, 'streets_per_node_counts': {0: 0, 1: 1553, 2: 3, 3: 3192, 4: 695, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2849018528710328, 2: 0.000550357732526142, 3: 0.5855806274078151, 4: 0.12749954136855624, 5: 0.001284168042560998, 6: 0.000183452577508714}, 'edge_length_total': 1271555.4369999985, 'edge_length_avg': 97.66920938628148, 'street_length_total': 662792.599999999, 'street_length_avg': 96.07082185824018, 'street_segments_count': 6899, 'node_density_km': 56.20131048548489, 'intersection_density_km': 40.18945299439004, 'edge_density_km': 13110.086573902649, 'street_density_km': 6833.5741515468235, 'circuity_avg': 1.0983427467680056, 'self_loop_proportion': 0.003994162378062831, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0983427467680056\n", - "2229\n", - "8991779.82669078\n", - "{'n': 606, 'm': 1718, 'k_avg': 5.66996699669967, 'intersection_count': 525, 'streets_per_node_avg': 2.9042904290429044, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 426, 4: 95, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13366336633663367, 2: 0.0, 3: 0.7029702970297029, 4: 0.15676567656765678, 5: 0.0049504950495049506, 6: 0.0016501650165016502}, 'edge_length_total': 189546.51400000008, 'edge_length_avg': 110.32975203725266, 'street_length_total': 94773.25699999998, 'street_length_avg': 110.3297520372526, 'street_segments_count': 859, 'node_density_km': 67.39488862940993, 'intersection_density_km': 58.386660941320486, 'edge_density_km': 21079.977229575736, 'street_density_km': 10539.988614787862, 'circuity_avg': 1.0572857420749129, 'self_loop_proportion': 0.002328288707799767, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0572857420749129\n", - "2230\n", - "5998309.311235961\n", - "{'n': 194, 'm': 418, 'k_avg': 4.309278350515464, 'intersection_count': 119, 'streets_per_node_avg': 2.252577319587629, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 114, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3865979381443299, 2: 0.0, 3: 0.5876288659793815, 4: 0.02577319587628866}, 'edge_length_total': 47672.523999999954, 'edge_length_avg': 114.04910047846879, 'street_length_total': 23836.262000000002, 'street_length_avg': 114.04910047846892, 'street_segments_count': 209, 'node_density_km': 32.34244683524432, 'intersection_density_km': 19.838923574196254, 'edge_density_km': 7947.660169958284, 'street_density_km': 3973.8300849791467, 'circuity_avg': 1.094614969912356, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.094614969912356\n", - "2231\n", - "3996371.1358068846\n", - "{'n': 84, 'm': 224, 'k_avg': 5.333333333333333, 'intersection_count': 75, 'streets_per_node_avg': 2.892857142857143, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 66, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10714285714285714, 2: 0.0, 3: 0.7857142857142857, 4: 0.10714285714285714}, 'edge_length_total': 39623.43800000001, 'edge_length_avg': 176.89034821428575, 'street_length_total': 19811.718999999997, 'street_length_avg': 176.8903482142857, 'street_segments_count': 112, 'node_density_km': 21.01906883656841, 'intersection_density_km': 18.76702574693608, 'edge_density_km': 9914.854415041676, 'street_density_km': 4957.427207520836, 'circuity_avg': 1.0508604265372177, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0508604265372177\n", - "2232\n", - "4995567.845810373\n", - "{'n': 136, 'm': 382, 'k_avg': 5.617647058823529, 'intersection_count': 114, 'streets_per_node_avg': 2.911764705882353, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 82, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16176470588235295, 2: 0.0, 3: 0.6029411764705882, 4: 0.23529411764705882}, 'edge_length_total': 54980.80000000002, 'edge_length_avg': 143.92879581151837, 'street_length_total': 27490.399999999983, 'street_length_avg': 143.92879581151823, 'street_segments_count': 191, 'node_density_km': 27.224132310415712, 'intersection_density_km': 22.820228554319055, 'edge_density_km': 11005.91598332724, 'street_density_km': 5502.957991663615, 'circuity_avg': 1.133023091495307, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.133023091495307\n", - "2233\n", - "3999723.5882352246\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 183, 'm': 403, 'k_avg': 4.404371584699454, 'intersection_count': 118, 'streets_per_node_avg': 2.33879781420765, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 110, 4: 7, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3551912568306011, 2: 0.0, 3: 0.6010928961748634, 4: 0.03825136612021858, 5: 0.00546448087431694}, 'edge_length_total': 42407.879000000044, 'edge_length_avg': 105.23046898263038, 'street_length_total': 21497.140999999996, 'street_length_avg': 104.35505339805823, 'street_segments_count': 206, 'node_density_km': 45.753161678040875, 'intersection_density_km': 29.502038677643842, 'edge_density_km': 10602.702427922384, 'street_density_km': 5374.656654582738, 'circuity_avg': 1.1017972870963002, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1017972870963002\n", - "2234\n", - "6993549.394072317\n", - "{'n': 157, 'm': 398, 'k_avg': 5.070063694267516, 'intersection_count': 133, 'streets_per_node_avg': 2.7643312101910826, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 122, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15286624203821655, 2: 0.0, 3: 0.7770700636942676, 4: 0.07006369426751592}, 'edge_length_total': 62460.78600000004, 'edge_length_avg': 156.93664824120611, 'street_length_total': 31230.39300000002, 'street_length_avg': 156.93664824120611, 'street_segments_count': 199, 'node_density_km': 22.44925876023298, 'intersection_density_km': 19.017524937012652, 'edge_density_km': 8931.19966421362, 'street_density_km': 4465.59983210681, 'circuity_avg': 1.0446112265089622, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0446112265089622\n", - "2235\n", - "2997436.842689422\n", - "{'n': 116, 'm': 276, 'k_avg': 4.758620689655173, 'intersection_count': 85, 'streets_per_node_avg': 2.543103448275862, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 76, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2672413793103448, 2: 0.0, 3: 0.6551724137931034, 4: 0.07758620689655173}, 'edge_length_total': 32896.95600000001, 'edge_length_avg': 119.19186956521744, 'street_length_total': 16448.478, 'street_length_avg': 119.19186956521739, 'street_segments_count': 138, 'node_density_km': 38.699731166285424, 'intersection_density_km': 28.357561630467767, 'edge_density_km': 10975.028908526903, 'street_density_km': 5487.51445426345, 'circuity_avg': 1.0684987369320715, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0684987369320715\n", - "2236\n", - "3996284.129201222\n", - "{'n': 83, 'm': 244, 'k_avg': 5.879518072289157, 'intersection_count': 73, 'streets_per_node_avg': 3.036144578313253, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 50, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12048192771084337, 2: 0.0, 3: 0.6024096385542169, 4: 0.27710843373493976}, 'edge_length_total': 35838.23199999998, 'edge_length_avg': 146.87799999999993, 'street_length_total': 17919.115999999995, 'street_length_avg': 146.87799999999996, 'street_segments_count': 122, 'node_density_km': 20.7692940032745, 'intersection_density_km': 18.266969424566728, 'edge_density_km': 8967.888879103131, 'street_density_km': 4483.944439551567, 'circuity_avg': 1.0295742249964723, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0295742249964723\n", - "2237\n", - "27996625.202358168\n", - "{'n': 846, 'm': 1861, 'k_avg': 4.39952718676123, 'intersection_count': 553, 'streets_per_node_avg': 2.3368794326241136, 'streets_per_node_counts': {0: 0, 1: 293, 2: 1, 3: 526, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3463356973995272, 2: 0.001182033096926714, 3: 0.6217494089834515, 4: 0.030732860520094562}, 'edge_length_total': 257816.84599999918, 'edge_length_avg': 138.53672541644232, 'street_length_total': 129187.68800000002, 'street_length_avg': 136.56203805496833, 'street_segments_count': 946, 'node_density_km': 30.217927835414287, 'intersection_density_km': 19.752380724567494, 'edge_density_km': 9208.854429293255, 'street_density_km': 4614.40216691255, 'circuity_avg': 1.0877138269763875, 'self_loop_proportion': 0.0032240730789897904, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0877138269763875\n", - "2238\n", - "5994838.629054748\n", - "{'n': 259, 'm': 600, 'k_avg': 4.633204633204633, 'intersection_count': 189, 'streets_per_node_avg': 2.5212355212355213, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 173, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2702702702702703, 2: 0.0, 3: 0.667953667953668, 4: 0.06177606177606178}, 'edge_length_total': 64755.618000000075, 'edge_length_avg': 107.92603000000013, 'street_length_total': 33291.24900000002, 'street_length_avg': 106.36181789137386, 'street_segments_count': 313, 'node_density_km': 43.20383183372502, 'intersection_density_km': 31.527120527312853, 'edge_density_km': 10801.895097918688, 'street_density_km': 5553.318622898329, 'circuity_avg': 1.0426850386269049, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0426850386269049\n", - "2239\n", - "6993972.210005982\n", - "{'n': 469, 'm': 1124, 'k_avg': 4.79317697228145, 'intersection_count': 345, 'streets_per_node_avg': 2.537313432835821, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 315, 4: 29, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26439232409381663, 2: 0.0, 3: 0.6716417910447762, 4: 0.06183368869936034, 5: 0.0021321961620469083}, 'edge_length_total': 117729.20200000015, 'edge_length_avg': 104.7412829181496, 'street_length_total': 59029.49900000001, 'street_length_avg': 104.1084638447972, 'street_segments_count': 567, 'node_density_km': 67.05774428571813, 'intersection_density_km': 49.32819142552826, 'edge_density_km': 16832.95250037882, 'street_density_km': 8440.053409927621, 'circuity_avg': 1.024576297556876, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024576297556876\n", - "2240\n", - "13986683.79107733\n", - "{'n': 246, 'm': 678, 'k_avg': 5.512195121951219, 'intersection_count': 215, 'streets_per_node_avg': 2.8658536585365852, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 186, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12601626016260162, 2: 0.0, 3: 0.7560975609756098, 4: 0.11788617886178862}, 'edge_length_total': 114521.34500000019, 'edge_length_avg': 168.91053834808287, 'street_length_total': 58251.17600000002, 'street_length_avg': 169.33481395348844, 'street_segments_count': 344, 'node_density_km': 17.588157684449357, 'intersection_density_km': 15.371763829904925, 'edge_density_km': 8187.884041037517, 'street_density_km': 4164.759629238261, 'circuity_avg': 1.053592745200233, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053592745200233\n", - "2241\n", - "5994571.555172597\n", - "{'n': 76, 'm': 202, 'k_avg': 5.315789473684211, 'intersection_count': 67, 'streets_per_node_avg': 2.8157894736842106, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 63, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11842105263157894, 2: 0.0, 3: 0.8289473684210527, 4: 0.05263157894736842}, 'edge_length_total': 22106.706, 'edge_length_avg': 109.43913861386137, 'street_length_total': 11053.352999999996, 'street_length_avg': 109.43913861386135, 'street_segments_count': 101, 'node_density_km': 12.678137094622068, 'intersection_density_km': 11.176778754469455, 'edge_density_km': 3687.787491822424, 'street_density_km': 1843.8937459112112, 'circuity_avg': 1.0734960227697445, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0734960227697445\n", - "2242\n", - "8998591.278526809\n", - "{'n': 336, 'm': 738, 'k_avg': 4.392857142857143, 'intersection_count': 217, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 119, 2: 0, 3: 203, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3541666666666667, 2: 0.0, 3: 0.6041666666666666, 4: 0.041666666666666664}, 'edge_length_total': 83392.13800000014, 'edge_length_avg': 112.99747696476983, 'street_length_total': 41781.883, 'street_length_avg': 110.82727586206897, 'street_segments_count': 377, 'node_density_km': 37.339177833511705, 'intersection_density_km': 24.114885684142976, 'edge_density_km': 9267.243662793911, 'street_density_km': 4643.158212964225, 'circuity_avg': 1.0857707872202067, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0857707872202067\n", - "2243\n", - "21979916.842600502\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 841, 'm': 2001, 'k_avg': 4.758620689655173, 'intersection_count': 605, 'streets_per_node_avg': 2.5231866825208087, 'streets_per_node_counts': {0: 0, 1: 236, 2: 1, 3: 535, 4: 66, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2806183115338882, 2: 0.0011890606420927466, 3: 0.6361474435196195, 4: 0.07847800237812129, 5: 0.0035671819262782403}, 'edge_length_total': 244885.1499999997, 'edge_length_avg': 122.38138430784593, 'street_length_total': 124173.52300000002, 'street_length_avg': 120.20670183930302, 'street_segments_count': 1033, 'node_density_km': 38.26220117311868, 'intersection_density_km': 27.525126884348158, 'edge_density_km': 11141.313761723344, 'street_density_km': 5649.408225209132, 'circuity_avg': 1.0554330864844823, 'self_loop_proportion': 0.00399800099950025, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0554330864844823\n", - "2244\n", - "30003717.29920758\n", - "{'n': 1966, 'm': 4824, 'k_avg': 4.907426246185148, 'intersection_count': 1528, 'streets_per_node_avg': 2.6927772126144456, 'streets_per_node_counts': {0: 0, 1: 438, 2: 2, 3: 1254, 4: 270, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22278738555442523, 2: 0.001017293997965412, 3: 0.6378433367243134, 4: 0.1373346897253306, 5: 0.001017293997965412}, 'edge_length_total': 384917.65199999884, 'edge_length_avg': 79.79221641791021, 'street_length_total': 204036.23100000015, 'street_length_avg': 77.40372951441584, 'street_segments_count': 2636, 'node_density_km': 65.52521410578427, 'intersection_density_km': 50.927022967262644, 'edge_density_km': 12828.998759102586, 'street_density_km': 6800.365066944185, 'circuity_avg': 1.0750074160089957, 'self_loop_proportion': 0.004975124378109453, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0750074160089957\n", - "2245\n", - "4995618.384493606\n", - "{'n': 105, 'm': 266, 'k_avg': 5.066666666666666, 'intersection_count': 82, 'streets_per_node_avg': 2.6285714285714286, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 75, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21904761904761905, 2: 0.0, 3: 0.7142857142857143, 4: 0.06666666666666667}, 'edge_length_total': 36471.31600000002, 'edge_length_avg': 137.11021052631585, 'street_length_total': 18235.657999999996, 'street_length_avg': 137.11021052631577, 'street_segments_count': 133, 'node_density_km': 21.018418926057258, 'intersection_density_km': 16.414384304159004, 'edge_density_km': 7300.660937834432, 'street_density_km': 3650.3304689172132, 'circuity_avg': 1.1010885869129317, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1010885869129317\n", - "2246\n", - "1998137.8236486712\n", - "{'n': 65, 'm': 210, 'k_avg': 6.461538461538462, 'intersection_count': 62, 'streets_per_node_avg': 3.4, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 30, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.046153846153846156, 2: 0.0, 3: 0.46153846153846156, 4: 0.49230769230769234}, 'edge_length_total': 27623.25799999999, 'edge_length_avg': 131.53932380952378, 'street_length_total': 13811.628999999997, 'street_length_avg': 131.53932380952378, 'street_segments_count': 105, 'node_density_km': 32.53028856703572, 'intersection_density_km': 31.028890633172534, 'edge_density_km': 13824.50082925658, 'street_density_km': 6912.250414628291, 'circuity_avg': 1.0231852238066297, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0231852238066297\n", - "2247\n", - "8991297.152459536\n", - "{'n': 146, 'm': 416, 'k_avg': 5.698630136986301, 'intersection_count': 119, 'streets_per_node_avg': 2.910958904109589, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 78, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18493150684931506, 2: 0.0, 3: 0.5342465753424658, 4: 0.2808219178082192}, 'edge_length_total': 84496.81000000001, 'edge_length_avg': 203.11733173076925, 'street_length_total': 42248.40499999998, 'street_length_avg': 203.1173317307691, 'street_segments_count': 208, 'node_density_km': 16.237924019679657, 'intersection_density_km': 13.235020262615611, 'edge_density_km': 9397.62178551581, 'street_density_km': 4698.810892757902, 'circuity_avg': 1.0340734290386755, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0340734290386755\n", - "2248\n", - "11003405.934273774\n", - "{'n': 472, 'm': 1059, 'k_avg': 4.487288135593221, 'intersection_count': 304, 'streets_per_node_avg': 2.319915254237288, 'streets_per_node_counts': {0: 0, 1: 168, 2: 0, 3: 289, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3559322033898305, 2: 0.0, 3: 0.6122881355932204, 4: 0.03177966101694915}, 'edge_length_total': 127465.48100000004, 'edge_length_avg': 120.36400472143536, 'street_length_total': 64324.64999999998, 'street_length_avg': 120.0086753731343, 'street_segments_count': 536, 'node_density_km': 42.895809063064625, 'intersection_density_km': 27.62780922705857, 'edge_density_km': 11584.184184550199, 'street_density_km': 5845.885390780633, 'circuity_avg': 1.0793627662335687, 'self_loop_proportion': 0.0018885741265344666, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0793627662335687\n", - "2249\n", - "14989375.416971413\n", - "{'n': 162, 'm': 361, 'k_avg': 4.45679012345679, 'intersection_count': 107, 'streets_per_node_avg': 2.376543209876543, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 98, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3395061728395062, 2: 0.0, 3: 0.6049382716049383, 4: 0.05555555555555555}, 'edge_length_total': 71622.28600000002, 'edge_length_avg': 198.39968421052637, 'street_length_total': 36058.54999999998, 'street_length_avg': 194.91108108108097, 'street_segments_count': 185, 'node_density_km': 10.80765512194583, 'intersection_density_km': 7.138389494124715, 'edge_density_km': 4778.203494650428, 'street_density_km': 2405.6072382558, 'circuity_avg': 1.0443678314140403, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0443678314140403\n", - "2250\n", - "9990561.52253639\n", - "{'n': 217, 'm': 612, 'k_avg': 5.640552995391705, 'intersection_count': 185, 'streets_per_node_avg': 2.9493087557603688, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 132, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14746543778801843, 2: 0.0, 3: 0.6082949308755761, 4: 0.24423963133640553}, 'edge_length_total': 91383.39100000006, 'edge_length_avg': 149.3192663398694, 'street_length_total': 46304.29600000002, 'street_length_avg': 148.41120512820518, 'street_segments_count': 312, 'node_density_km': 21.720500845773117, 'intersection_density_km': 18.51747767957616, 'edge_density_km': 9146.972449332336, 'street_density_km': 4634.804149451286, 'circuity_avg': 1.0522904653351837, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0522904653351837\n", - "2251\n", - "3996509.3868496446\n", - "{'n': 77, 'm': 238, 'k_avg': 6.181818181818182, 'intersection_count': 73, 'streets_per_node_avg': 3.4025974025974026, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 34, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05194805194805195, 2: 0.0, 3: 0.44155844155844154, 4: 0.5064935064935064}, 'edge_length_total': 40327.244000000006, 'edge_length_avg': 169.4422016806723, 'street_length_total': 20163.622000000003, 'street_length_avg': 169.4422016806723, 'street_segments_count': 119, 'node_density_km': 19.266813247922162, 'intersection_density_km': 18.265939832445685, 'edge_density_km': 10090.616609758306, 'street_density_km': 5045.308304879153, 'circuity_avg': 1.0199485876831538, 'self_loop_proportion': 0.008403361344537815, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0199485876831538\n", - "2252\n", - "5994381.444517003\n", - "{'n': 124, 'm': 390, 'k_avg': 6.290322580645161, 'intersection_count': 108, 'streets_per_node_avg': 3.314516129032258, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 37, 4: 71}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12903225806451613, 2: 0.0, 3: 0.29838709677419356, 4: 0.5725806451612904}, 'edge_length_total': 64234.47200000002, 'edge_length_avg': 164.7037743589744, 'street_length_total': 32146.963, 'street_length_avg': 164.01511734693878, 'street_segments_count': 196, 'node_density_km': 20.68603760833763, 'intersection_density_km': 18.016871465326325, 'edge_density_km': 10715.779867287993, 'street_density_km': 5362.849077514826, 'circuity_avg': 1.04596783262029, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04596783262029\n", - "2253\n", - "5994605.275743532\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 158, 'm': 492, 'k_avg': 6.227848101265823, 'intersection_count': 152, 'streets_per_node_avg': 3.2088607594936707, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 108, 4: 43, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0379746835443038, 2: 0.0, 3: 0.6835443037974683, 4: 0.2721518987341772, 5: 0.006329113924050633}, 'edge_length_total': 64685.333000000035, 'edge_length_avg': 131.47425406504072, 'street_length_total': 32548.19900000003, 'street_length_avg': 129.67409960159375, 'street_segments_count': 251, 'node_density_km': 26.357031486181164, 'intersection_density_km': 25.356131556326183, 'edge_density_km': 10790.590877057686, 'street_density_km': 5429.5816826676655, 'circuity_avg': 1.0250814850384058, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0250814850384058\n", - "2254\n", - "14985909.23386146\n", - "{'n': 209, 'm': 638, 'k_avg': 6.105263157894737, 'intersection_count': 191, 'streets_per_node_avg': 3.1339712918660285, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 128, 4: 62, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0861244019138756, 2: 0.0, 3: 0.6124401913875598, 4: 0.2966507177033493, 5: 0.004784688995215311}, 'edge_length_total': 124142.74699999999, 'edge_length_avg': 194.58110815047021, 'street_length_total': 63122.474, 'street_length_avg': 193.62722085889573, 'street_segments_count': 326, 'node_density_km': 13.946434396369716, 'intersection_density_km': 12.745306075151271, 'edge_density_km': 8283.964960864227, 'street_density_km': 4212.121734820828, 'circuity_avg': 1.0411723741970238, 'self_loop_proportion': 0.003134796238244514, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0411723741970238\n", - "2255\n", - "6994115.870100132\n", - "{'n': 103, 'm': 350, 'k_avg': 6.796116504854369, 'intersection_count': 95, 'streets_per_node_avg': 3.4271844660194173, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 35, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07766990291262135, 2: 0.0, 3: 0.33980582524271846, 4: 0.5825242718446602}, 'edge_length_total': 61209.211999999985, 'edge_length_avg': 174.8834628571428, 'street_length_total': 30604.605999999996, 'street_length_avg': 174.88346285714283, 'street_segments_count': 175, 'node_density_km': 14.72666480124033, 'intersection_density_km': 13.582846175901276, 'edge_density_km': 8751.529590990844, 'street_density_km': 4375.764795495423, 'circuity_avg': 1.0354868600780467, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0354868600780467\n", - "2256\n", - "15005180.130121728\n", - "{'n': 557, 'm': 1301, 'k_avg': 4.671454219030521, 'intersection_count': 369, 'streets_per_node_avg': 2.4111310592459607, 'streets_per_node_counts': {0: 0, 1: 188, 2: 0, 3: 321, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3375224416517056, 2: 0.0, 3: 0.5763016157989228, 4: 0.08617594254937164}, 'edge_length_total': 170275.39200000017, 'edge_length_avg': 130.88039354342826, 'street_length_total': 85553.98, 'street_length_avg': 130.41765243902438, 'street_segments_count': 656, 'node_density_km': 37.120514060465425, 'intersection_density_km': 24.591507519410666, 'edge_density_km': 11347.773936960984, 'street_density_km': 5701.629654432276, 'circuity_avg': 1.1249422402091884, 'self_loop_proportion': 0.006149116064565719, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1249422402091884\n", - "2257\n", - "15000972.699283727\n", - "{'n': 115, 'm': 288, 'k_avg': 5.008695652173913, 'intersection_count': 92, 'streets_per_node_avg': 2.6695652173913045, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 84, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.7304347826086957, 4: 0.06956521739130435}, 'edge_length_total': 65550.96199999996, 'edge_length_avg': 227.60750694444428, 'street_length_total': 32775.48099999999, 'street_length_avg': 227.6075069444444, 'street_segments_count': 144, 'node_density_km': 7.666169541491871, 'intersection_density_km': 6.1329356331934965, 'edge_density_km': 4369.7807678251365, 'street_density_km': 2184.890383912569, 'circuity_avg': 1.108129673259827, 'self_loop_proportion': 0.006944444444444444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.108129673259827\n", - "2258\n", - "7994055.4941784665\n", - "{'n': 131, 'm': 300, 'k_avg': 4.580152671755725, 'intersection_count': 94, 'streets_per_node_avg': 2.4732824427480917, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 89, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2824427480916031, 2: 0.0, 3: 0.6793893129770993, 4: 0.03816793893129771}, 'edge_length_total': 49682.28199999999, 'edge_length_avg': 165.60760666666664, 'street_length_total': 24841.140999999978, 'street_length_avg': 165.60760666666653, 'street_segments_count': 150, 'node_density_km': 16.387176708417712, 'intersection_density_km': 11.758737485429503, 'edge_density_km': 6214.903316117865, 'street_density_km': 3107.45165805893, 'circuity_avg': 1.0376787703590684, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0376787703590684\n", - "2259\n", - "5998401.560340681\n", - "{'n': 315, 'm': 774, 'k_avg': 4.914285714285715, 'intersection_count': 237, 'streets_per_node_avg': 2.615873015873016, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 203, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24761904761904763, 2: 0.0, 3: 0.6444444444444445, 4: 0.10476190476190476, 5: 0.0031746031746031746}, 'edge_length_total': 91910.67700000001, 'edge_length_avg': 118.7476447028424, 'street_length_total': 46861.141, 'street_length_avg': 117.44646867167921, 'street_segments_count': 399, 'node_density_km': 52.513990074067245, 'intersection_density_km': 39.51052586525059, 'edge_density_km': 15322.528189456512, 'street_density_km': 7812.2714074078285, 'circuity_avg': 1.0914669266036805, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0914669266036805\n", - "2260\n", - "8000052.15927111\n", - "{'n': 243, 'm': 548, 'k_avg': 4.510288065843621, 'intersection_count': 176, 'streets_per_node_avg': 2.477366255144033, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 169, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2757201646090535, 2: 0.0, 3: 0.6954732510288066, 4: 0.02880658436213992}, 'edge_length_total': 78389.32700000003, 'edge_length_avg': 143.04621715328474, 'street_length_total': 39489.23999999998, 'street_length_avg': 136.16979310344823, 'street_segments_count': 290, 'node_density_km': 30.37480195905871, 'intersection_density_km': 21.999856562939645, 'edge_density_km': 9798.601989007799, 'street_density_km': 4936.122816928968, 'circuity_avg': 1.159967714610712, 'self_loop_proportion': 0.0036496350364963502, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.159967714610712\n", - "2261\n", - "35997061.528404154\n", - "{'n': 1394, 'm': 3159, 'k_avg': 4.532281205164993, 'intersection_count': 918, 'streets_per_node_avg': 2.3694404591104736, 'streets_per_node_counts': {0: 0, 1: 476, 2: 1, 3: 843, 4: 74}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34146341463414637, 2: 0.0007173601147776184, 3: 0.6047345767575323, 4: 0.05308464849354376}, 'edge_length_total': 364108.25899999985, 'edge_length_avg': 115.26060747071854, 'street_length_total': 184124.36600000027, 'street_length_avg': 114.22107071960315, 'street_segments_count': 1612, 'node_density_km': 38.72538315106743, 'intersection_density_km': 25.502081587288313, 'edge_density_km': 10114.943929873094, 'street_density_km': 5114.983228692528, 'circuity_avg': 1.0650579083115759, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0650579083115759\n", - "2262\n", - "11989829.899027906\n", - "{'n': 665, 'm': 1822, 'k_avg': 5.4796992481203, 'intersection_count': 564, 'streets_per_node_avg': 2.8586466165413533, 'streets_per_node_counts': {0: 0, 1: 101, 2: 2, 3: 455, 4: 104, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1518796992481203, 2: 0.0030075187969924814, 3: 0.6842105263157895, 4: 0.15639097744360902, 5: 0.004511278195488722}, 'edge_length_total': 202300.17400000006, 'edge_length_avg': 111.03192864983538, 'street_length_total': 102780.88700000005, 'street_length_avg': 110.27992167381979, 'street_segments_count': 932, 'node_density_km': 55.46367259588194, 'intersection_density_km': 47.039866682823174, 'edge_density_km': 16872.647544099174, 'street_density_km': 8572.339046138859, 'circuity_avg': 1.0505817587048476, 'self_loop_proportion': 0.0043907793633369925, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0505817587048476\n", - "2263\n", - "97925110.26139843\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 10041, 'm': 25377, 'k_avg': 5.054675829100687, 'intersection_count': 7683, 'streets_per_node_avg': 2.6351956976396775, 'streets_per_node_counts': {0: 0, 1: 2358, 2: 16, 3: 6651, 4: 970, 5: 43, 6: 2, 7: 0, 8: 0, 9: 0, 10: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23483716761278758, 2: 0.0015934667861766756, 3: 0.6623842246788169, 4: 0.09660392391196096, 5: 0.0042824419878498155, 6: 0.00019918334827208445, 7: 0.0, 8: 0.0, 9: 0.0, 10: 9.959167413604223e-05}, 'edge_length_total': 1992621.0189999894, 'edge_length_avg': 78.52074788193993, 'street_length_total': 1036029.2609999998, 'street_length_avg': 79.05602907287293, 'street_segments_count': 13105, 'node_density_km': 102.53754091465251, 'intersection_density_km': 78.4579152322752, 'edge_density_km': 20348.41741490967, 'street_density_km': 10579.812044474125, 'circuity_avg': 1.1620231202852411, 'self_loop_proportion': 0.0027189975174370493, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1620231202852411\n", - "2264\n", - "2997065.0968944156\n", - "{'n': 89, 'm': 302, 'k_avg': 6.786516853932584, 'intersection_count': 81, 'streets_per_node_avg': 3.438202247191011, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 26, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0898876404494382, 2: 0.0, 3: 0.29213483146067415, 4: 0.6179775280898876}, 'edge_length_total': 34821.16400000002, 'edge_length_avg': 115.30186754966894, 'street_length_total': 17410.582000000006, 'street_length_avg': 115.30186754966891, 'street_segments_count': 151, 'node_density_km': 29.695718018344866, 'intersection_density_km': 27.026439994223978, 'edge_density_km': 11618.420979938675, 'street_density_km': 5809.210489969337, 'circuity_avg': 1.0382082524159353, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0382082524159353\n", - "2265\n", - "6993853.308219593\n", - "{'n': 54, 'm': 132, 'k_avg': 4.888888888888889, 'intersection_count': 43, 'streets_per_node_avg': 2.6481481481481484, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 40, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2037037037037037, 2: 0.0, 3: 0.7407407407407407, 4: 0.05555555555555555}, 'edge_length_total': 17231.485999999997, 'edge_length_avg': 130.54156060606059, 'street_length_total': 8615.742999999999, 'street_length_avg': 130.54156060606059, 'street_segments_count': 66, 'node_density_km': 7.721065572898989, 'intersection_density_km': 6.148255919160306, 'edge_density_km': 2463.8043208239055, 'street_density_km': 1231.9021604119528, 'circuity_avg': 1.0427846958322307, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0427846958322307\n", - "2266\n", - "10991478.63678221\n", - "{'n': 554, 'm': 1438, 'k_avg': 5.191335740072202, 'intersection_count': 433, 'streets_per_node_avg': 2.6444043321299637, 'streets_per_node_counts': {0: 0, 1: 121, 2: 0, 3: 391, 4: 39, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2184115523465704, 2: 0.0, 3: 0.7057761732851986, 4: 0.0703971119133574, 5: 0.005415162454873646}, 'edge_length_total': 145130.79400000002, 'edge_length_avg': 100.92544784422812, 'street_length_total': 72565.39699999995, 'street_length_avg': 100.92544784422803, 'street_segments_count': 719, 'node_density_km': 50.40268177805286, 'intersection_density_km': 39.39415380847814, 'edge_density_km': 13203.937231368493, 'street_density_km': 6601.968615684241, 'circuity_avg': 1.2500622951493892, 'self_loop_proportion': 0.0027816411682892906, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2500622951493892\n", - "2267\n", - "22979278.31546742\n", - "{'n': 1217, 'm': 2989, 'k_avg': 4.912078882497946, 'intersection_count': 900, 'streets_per_node_avg': 2.5464256368118323, 'streets_per_node_counts': {0: 0, 1: 317, 2: 0, 3: 820, 4: 78, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26047658175842237, 2: 0.0, 3: 0.6737880032867708, 4: 0.06409202958093672, 5: 0.0016433853738701725}, 'edge_length_total': 330738.9380000006, 'edge_length_avg': 110.65203680160609, 'street_length_total': 166724.8529999999, 'street_length_avg': 110.12209577278725, 'street_segments_count': 1514, 'node_density_km': 52.96075809225191, 'intersection_density_km': 39.165720857047425, 'edge_density_km': 14392.921024738154, 'street_density_km': 7255.443391700291, 'circuity_avg': 1.0559786201489827, 'self_loop_proportion': 0.0013382402141184342, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0559786201489827\n", - "2268\n", - "8991260.933320131\n", - "{'n': 353, 'm': 870, 'k_avg': 4.929178470254958, 'intersection_count': 266, 'streets_per_node_avg': 2.6005665722379603, 'streets_per_node_counts': {0: 0, 1: 87, 2: 2, 3: 229, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24645892351274787, 2: 0.0056657223796034, 3: 0.6487252124645893, 4: 0.09915014164305949}, 'edge_length_total': 101127.49500000005, 'edge_length_avg': 116.23850000000006, 'street_length_total': 51844.81300000002, 'street_length_avg': 114.95523946784927, 'street_segments_count': 451, 'node_density_km': 39.260344307419686, 'intersection_density_km': 29.58428211267319, 'edge_density_km': 11247.30955424041, 'street_density_km': 5766.133736356342, 'circuity_avg': 1.0574635415458313, 'self_loop_proportion': 0.004597701149425287, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0574635415458313\n", - "2269\n", - "22990989.159226578\n", - "error with entry 2269\n", - "2270\n", - "12986809.32481933\n", - "{'n': 607, 'm': 1527, 'k_avg': 5.031301482701812, 'intersection_count': 456, 'streets_per_node_avg': 2.6375617792421746, 'streets_per_node_counts': {0: 0, 1: 151, 2: 0, 3: 374, 4: 82}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2487644151565074, 2: 0.0, 3: 0.6161449752883031, 4: 0.13509060955518945}, 'edge_length_total': 192108.49800000005, 'edge_length_avg': 125.80779174852655, 'street_length_total': 98274.31900000003, 'street_length_avg': 125.50998595146875, 'street_segments_count': 783, 'node_density_km': 46.7397329719742, 'intersection_density_km': 35.11255063462971, 'edge_density_km': 14792.586323174697, 'street_density_km': 7567.2412323931, 'circuity_avg': 1.0623643719522229, 'self_loop_proportion': 0.0026195153896529143, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0623643719522229\n", - "2271\n", - "17984173.0083573\n", - "{'n': 170, 'm': 462, 'k_avg': 5.435294117647059, 'intersection_count': 140, 'streets_per_node_avg': 2.7823529411764705, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 117, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17647058823529413, 2: 0.0, 3: 0.6882352941176471, 4: 0.13529411764705881}, 'edge_length_total': 71686.01600000002, 'edge_length_avg': 155.16453679653682, 'street_length_total': 35843.00799999999, 'street_length_avg': 155.16453679653674, 'street_segments_count': 231, 'node_density_km': 9.452756038378881, 'intersection_density_km': 7.784622619841432, 'edge_density_km': 3986.0612977136784, 'street_density_km': 1993.030648856838, 'circuity_avg': 1.0458304071144726, 'self_loop_proportion': 0.004329004329004329, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0458304071144726\n", - "2272\n", - "3996179.966796724\n", - "{'n': 87, 'm': 258, 'k_avg': 5.931034482758621, 'intersection_count': 79, 'streets_per_node_avg': 3.218390804597701, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 44, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09195402298850575, 2: 0.0, 3: 0.5057471264367817, 4: 0.40229885057471265}, 'edge_length_total': 45549.194, 'edge_length_avg': 176.54726356589148, 'street_length_total': 22774.597000000005, 'street_length_avg': 176.5472635658915, 'street_segments_count': 129, 'node_density_km': 21.770791286393905, 'intersection_density_km': 19.768879443966878, 'edge_density_km': 11398.183860200754, 'street_density_km': 5699.091930100378, 'circuity_avg': 1.010106578875743, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.010106578875743\n", - "2273\n", - "3997365.6723522795\n", - "{'n': 292, 'm': 702, 'k_avg': 4.808219178082192, 'intersection_count': 211, 'streets_per_node_avg': 2.517123287671233, 'streets_per_node_counts': {0: 0, 1: 81, 2: 1, 3: 188, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2773972602739726, 2: 0.003424657534246575, 3: 0.6438356164383562, 4: 0.07534246575342465}, 'edge_length_total': 71765.39799999984, 'edge_length_avg': 102.22991168091146, 'street_length_total': 35983.14299999998, 'street_length_avg': 102.22483806818177, 'street_segments_count': 352, 'node_density_km': 73.0481081627367, 'intersection_density_km': 52.78476309019672, 'edge_density_km': 17953.17313508848, 'street_density_km': 9001.71411609322, 'circuity_avg': 1.0785195376780636, 'self_loop_proportion': 0.002849002849002849, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0785195376780636\n", - "2274\n", - "4995303.145226545\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 73, 'm': 188, 'k_avg': 5.1506849315068495, 'intersection_count': 62, 'streets_per_node_avg': 2.7260273972602738, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 60, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1506849315068493, 2: 0.0, 3: 0.821917808219178, 4: 0.0273972602739726}, 'edge_length_total': 34923.63400000004, 'edge_length_avg': 185.7640106382981, 'street_length_total': 17461.817, 'street_length_avg': 185.76401063829786, 'street_segments_count': 94, 'node_density_km': 14.613727711351808, 'intersection_density_km': 12.411659152107015, 'edge_density_km': 6991.294218724778, 'street_density_km': 3495.647109362385, 'circuity_avg': 1.1554239316738328, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1554239316738328\n", - "2275\n", - "5994683.510049212\n", - "{'n': 296, 'm': 681, 'k_avg': 4.601351351351352, 'intersection_count': 199, 'streets_per_node_avg': 2.4121621621621623, 'streets_per_node_counts': {0: 0, 1: 97, 2: 0, 3: 179, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3277027027027027, 2: 0.0, 3: 0.6047297297297297, 4: 0.06756756756756757}, 'edge_length_total': 79349.62199999999, 'edge_length_avg': 116.51926872246695, 'street_length_total': 39786.64400000004, 'street_length_avg': 115.6588488372094, 'street_segments_count': 344, 'node_density_km': 49.37708546311064, 'intersection_density_km': 33.19608110526695, 'edge_density_km': 13236.665766755146, 'street_density_km': 6636.988246886351, 'circuity_avg': 1.0676227878152562, 'self_loop_proportion': 0.005873715124816446, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0676227878152562\n", - "2276\n", - "16004477.177605074\n", - "{'n': 306, 'm': 740, 'k_avg': 4.836601307189542, 'intersection_count': 234, 'streets_per_node_avg': 2.5784313725490198, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 219, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23529411764705882, 2: 0.0, 3: 0.7156862745098039, 4: 0.049019607843137254}, 'edge_length_total': 82424.465, 'edge_length_avg': 111.38441216216216, 'street_length_total': 41869.44999999998, 'street_length_avg': 107.63354755784057, 'street_segments_count': 389, 'node_density_km': 19.119649870736367, 'intersection_density_km': 14.620908724680751, 'edge_density_km': 5150.087946348902, 'street_density_km': 2616.10857607942, 'circuity_avg': 1.07651162449516, 'self_loop_proportion': 0.005405405405405406, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07651162449516\n", - "2277\n", - "3996292.1718064155\n", - "{'n': 50, 'm': 124, 'k_avg': 4.96, 'intersection_count': 35, 'streets_per_node_avg': 2.66, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 22, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3, 2: 0.0, 3: 0.44, 4: 0.26}, 'edge_length_total': 27071.994000000002, 'edge_length_avg': 218.32253225806454, 'street_length_total': 13535.997, 'street_length_avg': 218.3225322580645, 'street_segments_count': 62, 'node_density_km': 12.511597713687399, 'intersection_density_km': 8.758118399581178, 'edge_density_km': 6774.27796470718, 'street_density_km': 3387.1389823535897, 'circuity_avg': 1.0825320787977106, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0825320787977106\n", - "2278\n", - "10990746.790294986\n", - "{'n': 299, 'm': 878, 'k_avg': 5.872909698996655, 'intersection_count': 269, 'streets_per_node_avg': 3.0936454849498327, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 182, 4: 86, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10033444816053512, 2: 0.0, 3: 0.6086956521739131, 4: 0.28762541806020064, 5: 0.0033444816053511705}, 'edge_length_total': 122792.27000000015, 'edge_length_avg': 139.8545216400913, 'street_length_total': 61471.36899999999, 'street_length_avg': 138.7615553047404, 'street_segments_count': 443, 'node_density_km': 27.20470280181707, 'intersection_density_km': 24.475133958825392, 'edge_density_km': 11172.331811740743, 'street_density_km': 5593.011118614819, 'circuity_avg': 1.032423150623998, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.032423150623998\n", - "2279\n", - "9004016.955655098\n", - "{'n': 144, 'm': 392, 'k_avg': 5.444444444444445, 'intersection_count': 122, 'streets_per_node_avg': 2.8819444444444446, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 95, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1527777777777778, 2: 0.0, 3: 0.6597222222222222, 4: 0.1875}, 'edge_length_total': 59407.35400000003, 'edge_length_avg': 151.54937244897965, 'street_length_total': 29703.67700000001, 'street_length_avg': 151.54937244897965, 'street_segments_count': 196, 'node_density_km': 15.992861931424818, 'intersection_density_km': 13.549508025234914, 'edge_density_km': 6597.872293286655, 'street_density_km': 3298.936146643327, 'circuity_avg': 1.0494723243106405, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0494723243106405\n", - "2280\n", - "4995259.607052889\n", - "{'n': 92, 'm': 246, 'k_avg': 5.3478260869565215, 'intersection_count': 68, 'streets_per_node_avg': 2.6956521739130435, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 48, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2608695652173913, 2: 0.0, 3: 0.5217391304347826, 4: 0.21739130434782608}, 'edge_length_total': 37215.34400000002, 'edge_length_avg': 151.28188617886187, 'street_length_total': 18607.67200000002, 'street_length_avg': 151.28188617886195, 'street_segments_count': 123, 'node_density_km': 18.417461200635838, 'intersection_density_km': 13.612906104817792, 'edge_density_km': 7450.1321107425665, 'street_density_km': 3725.066055371285, 'circuity_avg': 1.0242161327117774, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0242161327117774\n", - "2281\n", - "6993254.008270825\n", - "{'n': 101, 'm': 272, 'k_avg': 5.3861386138613865, 'intersection_count': 84, 'streets_per_node_avg': 2.9504950495049505, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 55, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16831683168316833, 2: 0.0, 3: 0.5445544554455446, 4: 0.2871287128712871}, 'edge_length_total': 54863.75800000003, 'edge_length_avg': 201.70499264705893, 'street_length_total': 27431.879000000008, 'street_length_avg': 201.70499264705887, 'street_segments_count': 136, 'node_density_km': 14.442489845292148, 'intersection_density_km': 12.011575712916242, 'edge_density_km': 7845.2402751442205, 'street_density_km': 3922.6201375721093, 'circuity_avg': 1.0102647638463766, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0102647638463766\n", - "2282\n", - "14988080.922168091\n", - "{'n': 494, 'm': 1303, 'k_avg': 5.275303643724697, 'intersection_count': 412, 'streets_per_node_avg': 2.817813765182186, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 340, 4: 70, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1659919028340081, 2: 0.0, 3: 0.6882591093117408, 4: 0.1417004048582996, 5: 0.004048582995951417}, 'edge_length_total': 148268.3049999997, 'edge_length_avg': 113.78995011511873, 'street_length_total': 76729.26100000009, 'street_length_avg': 111.36322351233684, 'street_segments_count': 689, 'node_density_km': 32.95952314144169, 'intersection_density_km': 27.488509178692265, 'edge_density_km': 9892.414230343777, 'street_density_km': 5119.35193027373, 'circuity_avg': 1.0938642409919606, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0938642409919606\n", - "2283\n", - "7998882.146079495\n", - "{'n': 585, 'm': 1307, 'k_avg': 4.4683760683760685, 'intersection_count': 392, 'streets_per_node_avg': 2.3623931623931624, 'streets_per_node_counts': {0: 0, 1: 193, 2: 2, 3: 375, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3299145299145299, 2: 0.003418803418803419, 3: 0.6410256410256411, 4: 0.02564102564102564}, 'edge_length_total': 126926.79699999996, 'edge_length_avg': 97.11308110175973, 'street_length_total': 64472.12300000001, 'street_length_avg': 95.09162684365782, 'street_segments_count': 678, 'node_density_km': 73.13521931145429, 'intersection_density_km': 49.0068478121198, 'edge_density_km': 15868.066897599036, 'street_density_km': 8060.141632615482, 'circuity_avg': 1.1240652961935653, 'self_loop_proportion': 0.00306044376434583, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1240652961935653\n", - "2284\n", - "455634020.84822524\n", - "error with entry 2284\n", - "2285\n", - "14984964.3966281\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 452, 'm': 1159, 'k_avg': 5.128318584070796, 'intersection_count': 374, 'streets_per_node_avg': 2.765486725663717, 'streets_per_node_counts': {0: 0, 1: 78, 2: 1, 3: 322, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17256637168141592, 2: 0.0022123893805309734, 3: 0.7123893805309734, 4: 0.11283185840707964}, 'edge_length_total': 170579.29899999948, 'edge_length_avg': 147.17799741156125, 'street_length_total': 88094.22000000004, 'street_length_avg': 146.33591362126253, 'street_segments_count': 602, 'node_density_km': 30.16356849681328, 'intersection_density_km': 24.958350924354352, 'edge_density_km': 11383.363649391322, 'street_density_km': 5878.8407945649105, 'circuity_avg': 1.0400484456124142, 'self_loop_proportion': 0.001725625539257981, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0400484456124142\n", - "2286\n", - "5994287.954750661\n", - "{'n': 102, 'm': 332, 'k_avg': 6.509803921568627, 'intersection_count': 95, 'streets_per_node_avg': 3.3627450980392157, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 44, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06862745098039216, 2: 0.0, 3: 0.43137254901960786, 4: 0.5}, 'edge_length_total': 47314.58200000006, 'edge_length_avg': 142.51380120481946, 'street_length_total': 23657.291000000005, 'street_length_avg': 142.51380120481932, 'street_segments_count': 166, 'node_density_km': 17.016199550300517, 'intersection_density_km': 15.848421149789697, 'edge_density_km': 7893.278126971157, 'street_density_km': 3946.6390634855743, 'circuity_avg': 1.008811632674971, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.008811632674971\n", - "2287\n", - "9991314.31074414\n", - "{'n': 237, 'm': 693, 'k_avg': 5.848101265822785, 'intersection_count': 210, 'streets_per_node_avg': 2.9746835443037973, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 163, 4: 46, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11392405063291139, 2: 0.0, 3: 0.6877637130801688, 4: 0.1940928270042194, 5: 0.004219409282700422}, 'edge_length_total': 103299.45999999992, 'edge_length_avg': 149.06126984126973, 'street_length_total': 51667.22500000001, 'street_length_avg': 148.8969020172911, 'street_segments_count': 347, 'node_density_km': 23.72060297864341, 'intersection_density_km': 21.01825580386125, 'edge_density_km': 10338.926069908244, 'street_density_km': 5171.2140558364545, 'circuity_avg': 1.0306603180361762, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0306603180361762\n", - "2288\n", - "3996328.8166377996\n", - "{'n': 88, 'm': 230, 'k_avg': 5.2272727272727275, 'intersection_count': 69, 'streets_per_node_avg': 2.6704545454545454, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 60, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2159090909090909, 2: 0.0, 3: 0.6818181818181818, 4: 0.10227272727272728}, 'edge_length_total': 36801.30200000002, 'edge_length_avg': 160.0056608695653, 'street_length_total': 18400.651, 'street_length_avg': 160.00566086956522, 'street_segments_count': 115, 'node_density_km': 22.020210057198536, 'intersection_density_km': 17.265846522121578, 'edge_density_km': 9208.77727748183, 'street_density_km': 4604.388638740913, 'circuity_avg': 1.1092337699144814, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1092337699144814\n", - "2289\n", - "4995365.614939163\n", - "{'n': 142, 'm': 408, 'k_avg': 5.746478873239437, 'intersection_count': 132, 'streets_per_node_avg': 2.9788732394366195, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 115, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07042253521126761, 2: 0.0, 3: 0.8098591549295775, 4: 0.11971830985915492}, 'edge_length_total': 54030.30600000002, 'edge_length_avg': 132.42722058823534, 'street_length_total': 27015.15300000001, 'street_length_avg': 132.42722058823534, 'street_segments_count': 204, 'node_density_km': 28.42634772824919, 'intersection_density_km': 26.424492254428824, 'edge_density_km': 10816.086381828938, 'street_density_km': 5408.043190914469, 'circuity_avg': 1.0319779096679822, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0319779096679822\n", - "2290\n", - "14985940.447787587\n", - "{'n': 1071, 'm': 2684, 'k_avg': 5.012138188608777, 'intersection_count': 809, 'streets_per_node_avg': 2.5873015873015874, 'streets_per_node_counts': {0: 0, 1: 262, 2: 0, 3: 729, 4: 78, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2446311858076564, 2: 0.0, 3: 0.680672268907563, 4: 0.07282913165266107, 5: 0.0018674136321195146}, 'edge_length_total': 274882.109, 'edge_length_avg': 102.41509277198212, 'street_length_total': 137985.5140000003, 'street_length_avg': 101.53459455481993, 'street_segments_count': 1359, 'node_density_km': 71.46698625498105, 'intersection_density_km': 53.983932661325554, 'edge_density_km': 18342.666578565084, 'street_density_km': 9207.664642786664, 'circuity_avg': 1.0707310709513675, 'self_loop_proportion': 0.0014903129657228018, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0707310709513675\n", - "2291\n", - "14986834.516482202\n", - "{'n': 249, 'm': 666, 'k_avg': 5.349397590361446, 'intersection_count': 214, 'streets_per_node_avg': 2.8473895582329316, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 182, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14056224899598393, 2: 0.0, 3: 0.7309236947791165, 4: 0.1285140562248996}, 'edge_length_total': 116899.63200000003, 'edge_length_avg': 175.52497297297302, 'street_length_total': 58449.81599999999, 'street_length_avg': 175.52497297297296, 'street_segments_count': 333, 'node_density_km': 16.614582600892476, 'intersection_density_km': 14.279199504381484, 'edge_density_km': 7800.154987461581, 'street_density_km': 3900.0774937307892, 'circuity_avg': 1.042091283913201, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042091283913201\n", - "2292\n", - "73018117.67788434\n", - "{'n': 8382, 'm': 21204, 'k_avg': 5.059413027916965, 'intersection_count': 7123, 'streets_per_node_avg': 2.8278453829634933, 'streets_per_node_counts': {0: 0, 1: 1259, 2: 14, 3: 6050, 4: 1031, 5: 26, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15020281555714626, 2: 0.0016702457647339538, 3: 0.7217847769028871, 4: 0.12300167024576474, 5: 0.003101884991648771, 6: 0.00023860653781913624}, 'edge_length_total': 1637429.2260000063, 'edge_length_avg': 77.22265732880618, 'street_length_total': 890825.511, 'street_length_avg': 75.58977607127706, 'street_segments_count': 11785, 'node_density_km': 114.79342752954494, 'intersection_density_km': 97.55113150715206, 'edge_density_km': 22424.971747744046, 'street_density_km': 12200.061290676253, 'circuity_avg': 1.0555383676658943, 'self_loop_proportion': 0.0008488964346349745, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0555383676658943\n", - "2293\n", - "3996673.1377981347\n", - "{'n': 80, 'm': 227, 'k_avg': 5.675, 'intersection_count': 71, 'streets_per_node_avg': 2.95, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 57, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1125, 2: 0.0, 3: 0.7125, 4: 0.175}, 'edge_length_total': 31774.592999999986, 'edge_length_avg': 139.97618061674004, 'street_length_total': 15901.641, 'street_length_avg': 139.48807894736842, 'street_segments_count': 114, 'node_density_km': 20.01664815754084, 'intersection_density_km': 17.764775239817496, 'edge_density_km': 7950.260605375747, 'street_density_km': 3978.7194128065735, 'circuity_avg': 1.0315024417619805, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0315024417619805\n", - "2294\n", - "3996127.6980201527\n", - "{'n': 27, 'm': 64, 'k_avg': 4.7407407407407405, 'intersection_count': 18, 'streets_per_node_avg': 2.4444444444444446, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 15, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5555555555555556, 4: 0.1111111111111111}, 'edge_length_total': 14374.860000000004, 'edge_length_avg': 224.60718750000007, 'street_length_total': 7187.43, 'street_length_avg': 224.6071875, 'street_segments_count': 32, 'node_density_km': 6.75654084161948, 'intersection_density_km': 4.504360561079654, 'edge_density_km': 3597.197358613416, 'street_density_km': 1798.5986793067075, 'circuity_avg': 1.146552392062941, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.146552392062941\n", - "2295\n", - "4998427.341009407\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 304, 'm': 679, 'k_avg': 4.467105263157895, 'intersection_count': 197, 'streets_per_node_avg': 2.3421052631578947, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 183, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3519736842105263, 2: 0.0, 3: 0.6019736842105263, 4: 0.046052631578947366}, 'edge_length_total': 68304.54199999997, 'edge_length_avg': 100.59579086892485, 'street_length_total': 34418.13300000001, 'street_length_avg': 99.47437283236997, 'street_segments_count': 346, 'node_density_km': 60.81912955017743, 'intersection_density_km': 39.41239645192419, 'edge_density_km': 13665.206541985308, 'street_density_km': 6885.792400665255, 'circuity_avg': 1.0728612756204592, 'self_loop_proportion': 0.008836524300441826, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0728612756204592\n", - "2296\n", - "4998725.910975706\n", - "{'n': 209, 'm': 460, 'k_avg': 4.401913875598086, 'intersection_count': 129, 'streets_per_node_avg': 2.272727272727273, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 121, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3827751196172249, 2: 0.0, 3: 0.5789473684210527, 4: 0.03827751196172249}, 'edge_length_total': 53597.39399999996, 'edge_length_avg': 116.51607391304339, 'street_length_total': 26798.69699999999, 'street_length_avg': 116.51607391304343, 'street_segments_count': 230, 'node_density_km': 41.81065409909724, 'intersection_density_km': 25.806575975040882, 'edge_density_km': 10722.211010272862, 'street_density_km': 5361.105505136434, 'circuity_avg': 1.1563458388127346, 'self_loop_proportion': 0.004347826086956522, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1563458388127346\n", - "2297\n", - "16985582.594973076\n", - "{'n': 502, 'm': 1192, 'k_avg': 4.749003984063745, 'intersection_count': 391, 'streets_per_node_avg': 2.637450199203187, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 351, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22111553784860558, 2: 0.0, 3: 0.6992031872509961, 4: 0.0796812749003984}, 'edge_length_total': 184258.52199999997, 'edge_length_avg': 154.57929697986575, 'street_length_total': 97291.81000000001, 'street_length_avg': 152.73439560439562, 'street_segments_count': 637, 'node_density_km': 29.55447640333326, 'intersection_density_km': 23.019522457576308, 'edge_density_km': 10847.936534984186, 'street_density_km': 5727.905384228254, 'circuity_avg': 1.0520368636389348, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0520368636389348\n", - "2298\n", - "3996339.330422677\n", - "{'n': 92, 'm': 246, 'k_avg': 5.3478260869565215, 'intersection_count': 76, 'streets_per_node_avg': 2.8260869565217392, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 61, 4: 14, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17391304347826086, 2: 0.0, 3: 0.6630434782608695, 4: 0.15217391304347827, 5: 0.010869565217391304}, 'edge_length_total': 40896.057999999975, 'edge_length_avg': 166.24413821138202, 'street_length_total': 20448.02900000001, 'street_length_avg': 166.2441382113822, 'street_segments_count': 123, 'node_density_km': 23.0210681309361, 'intersection_density_km': 19.017404108164605, 'edge_density_km': 10233.37975548602, 'street_density_km': 5116.689877743015, 'circuity_avg': 1.0398715220587944, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0398715220587944\n", - "2299\n", - "24985837.360305086\n", - "{'n': 1705, 'm': 4177, 'k_avg': 4.899706744868035, 'intersection_count': 1363, 'streets_per_node_avg': 2.6885630498533724, 'streets_per_node_counts': {0: 0, 1: 342, 2: 1, 3: 1209, 4: 152, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20058651026392962, 2: 0.0005865102639296188, 3: 0.7090909090909091, 4: 0.08914956011730206, 5: 0.0005865102639296188}, 'edge_length_total': 397507.4200000009, 'edge_length_avg': 95.16576969116613, 'street_length_total': 210583.98100000047, 'street_length_avg': 92.80915866020294, 'street_segments_count': 2269, 'node_density_km': 68.23865758082327, 'intersection_density_km': 54.55090339159069, 'edge_density_km': 15909.309512736987, 'street_density_km': 8428.133824906525, 'circuity_avg': 1.0509126837995826, 'self_loop_proportion': 0.0026334689968877186, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0509126837995826\n", - "2300\n", - "11989566.11125289\n", - "{'n': 162, 'm': 488, 'k_avg': 6.0246913580246915, 'intersection_count': 142, 'streets_per_node_avg': 3.191358024691358, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 71, 4: 71}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12345679012345678, 2: 0.0, 3: 0.4382716049382716, 4: 0.4382716049382716}, 'edge_length_total': 91312.87400000001, 'edge_length_avg': 187.11654508196725, 'street_length_total': 45656.437, 'street_length_avg': 187.11654508196722, 'street_segments_count': 244, 'node_density_km': 13.511748339913131, 'intersection_density_km': 11.843631260911511, 'edge_density_km': 7616.028232606155, 'street_density_km': 3808.014116303077, 'circuity_avg': 1.016285235019548, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.016285235019548\n", - "2301\n", - "8994086.046376625\n", - "{'n': 273, 'm': 696, 'k_avg': 5.0989010989010985, 'intersection_count': 228, 'streets_per_node_avg': 2.7545787545787546, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 206, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16483516483516483, 2: 0.0, 3: 0.7545787545787546, 4: 0.07692307692307693, 5: 0.003663003663003663}, 'edge_length_total': 84198.76799999987, 'edge_length_avg': 120.97524137931015, 'street_length_total': 43027.87000000001, 'street_length_avg': 116.92355978260872, 'street_segments_count': 368, 'node_density_km': 30.353278653586077, 'intersection_density_km': 25.349990963434525, 'edge_density_km': 9361.57021022946, 'street_density_km': 4784.018051209806, 'circuity_avg': 1.0805298408053485, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0805298408053485\n", - "2302\n", - "8991500.825632568\n", - "{'n': 158, 'm': 448, 'k_avg': 5.670886075949367, 'intersection_count': 135, 'streets_per_node_avg': 2.9556962025316458, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 96, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14556962025316456, 2: 0.0, 3: 0.6075949367088608, 4: 0.2468354430379747}, 'edge_length_total': 70654.73400000001, 'edge_length_avg': 157.7114598214286, 'street_length_total': 35327.36700000001, 'street_length_avg': 157.71145982142863, 'street_segments_count': 224, 'node_density_km': 17.572149862855003, 'intersection_density_km': 15.014178680287504, 'edge_density_km': 7857.946673216184, 'street_density_km': 3928.9733366080927, 'circuity_avg': 1.045537266513893, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045537266513893\n", - "2303\n", - "3996139.2014140566\n", - "{'n': 76, 'm': 234, 'k_avg': 6.157894736842105, 'intersection_count': 71, 'streets_per_node_avg': 3.3026315789473686, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 38, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06578947368421052, 2: 0.0, 3: 0.5, 4: 0.4342105263157895}, 'edge_length_total': 36918.90399999999, 'edge_length_avg': 157.77309401709397, 'street_length_total': 18531.808999999997, 'street_length_avg': 153.15544628099173, 'street_segments_count': 121, 'node_density_km': 19.018356510981143, 'intersection_density_km': 17.767148845785012, 'edge_density_km': 9238.643135087994, 'street_density_km': 4637.428294150117, 'circuity_avg': 1.0109347904593349, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0109347904593349\n", - "2304\n", - "16989696.26890726\n", - "{'n': 647, 'm': 1704, 'k_avg': 5.267387944358578, 'intersection_count': 551, 'streets_per_node_avg': 2.8454404945904175, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 459, 4: 92}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14837712519319937, 2: 0.0, 3: 0.7094281298299846, 4: 0.14219474497681608}, 'edge_length_total': 229783.70900000047, 'edge_length_avg': 134.84959448356835, 'street_length_total': 116768.43399999995, 'street_length_avg': 131.4959842342342, 'street_segments_count': 888, 'node_density_km': 38.081905041708765, 'intersection_density_km': 32.43142144973962, 'edge_density_km': 13524.88622298247, 'street_density_km': 6872.897087259715, 'circuity_avg': 1.0582659597851507, 'self_loop_proportion': 0.0011737089201877935, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0582659597851507\n", - "2305\n", - "5994271.931134575\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 66, 'm': 196, 'k_avg': 5.9393939393939394, 'intersection_count': 59, 'streets_per_node_avg': 3.1818181818181817, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 33, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10606060606060606, 2: 0.0, 3: 0.5, 4: 0.3939393939393939}, 'edge_length_total': 44952.414, 'edge_length_avg': 229.34905102040815, 'street_length_total': 22476.206999999988, 'street_length_avg': 229.34905102040804, 'street_segments_count': 98, 'node_density_km': 11.010511494680847, 'intersection_density_km': 9.842729972517727, 'edge_density_km': 7499.228349403821, 'street_density_km': 3749.6141747019087, 'circuity_avg': 1.0111640812119422, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0111640812119422\n", - "2306\n", - "10989192.438629474\n", - "{'n': 209, 'm': 644, 'k_avg': 6.162679425837321, 'intersection_count': 193, 'streets_per_node_avg': 3.215311004784689, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 117, 4: 75, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07655502392344497, 2: 0.0, 3: 0.5598086124401914, 4: 0.3588516746411483, 5: 0.004784688995215311}, 'edge_length_total': 131161.84299999988, 'edge_length_avg': 203.66745807453398, 'street_length_total': 65832.688, 'street_length_avg': 201.32320489296634, 'street_segments_count': 327, 'node_density_km': 19.018685965068567, 'intersection_density_km': 17.562710006020254, 'edge_density_km': 11935.530634529303, 'street_density_km': 5990.675690470515, 'circuity_avg': 1.0490228596865876, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0490228596865876\n", - "2307\n", - "34973060.40263781\n", - "{'n': 2891, 'm': 7024, 'k_avg': 4.859218263576617, 'intersection_count': 2110, 'streets_per_node_avg': 2.560359737115185, 'streets_per_node_counts': {0: 0, 1: 781, 2: 3, 3: 1826, 4: 268, 5: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27014873746108614, 2: 0.0010377032168799724, 3: 0.6316153580076098, 4: 0.09270148737461086, 5: 0.004496713939813214}, 'edge_length_total': 637987.2379999988, 'edge_length_avg': 90.82961816628685, 'street_length_total': 331230.33899999975, 'street_length_avg': 90.45066602949201, 'street_segments_count': 3662, 'node_density_km': 82.66362642320972, 'intersection_density_km': 60.33215211102473, 'edge_density_km': 18242.24790896136, 'street_density_km': 9471.013837125247, 'circuity_avg': 1.0756185457669858, 'self_loop_proportion': 0.003701594533029613, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0756185457669858\n", - "2308\n", - "5999751.296350966\n", - "{'n': 291, 'm': 703, 'k_avg': 4.831615120274914, 'intersection_count': 214, 'streets_per_node_avg': 2.529209621993127, 'streets_per_node_counts': {0: 0, 1: 77, 2: 2, 3: 193, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2646048109965636, 2: 0.006872852233676976, 3: 0.6632302405498282, 4: 0.06529209621993128}, 'edge_length_total': 75743.70499999997, 'edge_length_avg': 107.74353485064007, 'street_length_total': 38228.35200000001, 'street_length_avg': 107.082218487395, 'street_segments_count': 357, 'node_density_km': 48.50201043783023, 'intersection_density_km': 35.66814513297481, 'edge_density_km': 12624.474125463685, 'street_density_km': 6371.656109020786, 'circuity_avg': 1.0789660138553103, 'self_loop_proportion': 0.004267425320056899, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0789660138553103\n", - "2309\n", - "5994420.482016934\n", - "{'n': 98, 'm': 304, 'k_avg': 6.204081632653061, 'intersection_count': 90, 'streets_per_node_avg': 3.1530612244897958, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 59, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08163265306122448, 2: 0.0, 3: 0.6020408163265306, 4: 0.3163265306122449}, 'edge_length_total': 47037.30599999997, 'edge_length_avg': 154.72798026315778, 'street_length_total': 23518.65299999999, 'street_length_avg': 154.72798026315783, 'street_segments_count': 152, 'node_density_km': 16.34853615858227, 'intersection_density_km': 15.01396177828984, 'edge_density_km': 7846.847938196921, 'street_density_km': 3923.4239690984614, 'circuity_avg': 1.0290629290414504, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0290629290414504\n", - "2310\n", - "6992429.339672148\n", - "{'n': 469, 'm': 1190, 'k_avg': 5.074626865671642, 'intersection_count': 388, 'streets_per_node_avg': 2.786780383795309, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 328, 4: 58, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17270788912579957, 2: 0.0, 3: 0.6993603411513859, 4: 0.12366737739872068, 5: 0.0042643923240938165}, 'edge_length_total': 107267.26999999997, 'edge_length_avg': 90.14056302521006, 'street_length_total': 55704.80400000003, 'street_length_avg': 87.5861698113208, 'street_segments_count': 636, 'node_density_km': 67.07254048876665, 'intersection_density_km': 55.48858360264703, 'edge_density_km': 15340.486802120387, 'street_density_km': 7966.445035626465, 'circuity_avg': 1.0648943405974818, 'self_loop_proportion': 0.0033613445378151263, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0648943405974818\n", - "2311\n", - "6993342.005020572\n", - "{'n': 160, 'm': 441, 'k_avg': 5.5125, 'intersection_count': 141, 'streets_per_node_avg': 2.8375, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 129, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11875, 2: 0.0, 3: 0.80625, 4: 0.075}, 'edge_length_total': 59497.69399999999, 'edge_length_avg': 134.91540589569158, 'street_length_total': 29785.991999999984, 'street_length_avg': 134.77824434389132, 'street_segments_count': 221, 'node_density_km': 22.878903946801803, 'intersection_density_km': 20.16203410311909, 'edge_density_km': 8507.762663013786, 'street_density_km': 4259.192812051291, 'circuity_avg': 1.0494103449279373, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0494103449279373\n", - "2312\n", - "18986582.228279732\n", - "{'n': 637, 'm': 1729, 'k_avg': 5.428571428571429, 'intersection_count': 532, 'streets_per_node_avg': 2.869701726844584, 'streets_per_node_counts': {0: 0, 1: 105, 2: 1, 3: 406, 4: 122, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16483516483516483, 2: 0.0015698587127158557, 3: 0.6373626373626373, 4: 0.19152276295133439, 5: 0.004709576138147566}, 'edge_length_total': 201649.30300000004, 'edge_length_avg': 116.62770561017932, 'street_length_total': 104428.68700000002, 'street_length_avg': 115.2634514348786, 'street_segments_count': 906, 'node_density_km': 33.5500087557209, 'intersection_density_km': 28.019787532250426, 'edge_density_km': 10620.621477605995, 'street_density_km': 5500.130868443389, 'circuity_avg': 1.0443758125869906, 'self_loop_proportion': 0.001156737998843262, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0443758125869906\n", - "2313\n", - "9994033.702221842\n", - "{'n': 703, 'm': 1790, 'k_avg': 5.092460881934566, 'intersection_count': 546, 'streets_per_node_avg': 2.6728307254623043, 'streets_per_node_counts': {0: 0, 1: 157, 2: 1, 3: 461, 4: 83, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2233285917496444, 2: 0.001422475106685633, 3: 0.6557610241820768, 4: 0.11806543385490754, 5: 0.001422475106685633}, 'edge_length_total': 172073.094, 'edge_length_avg': 96.13022011173184, 'street_length_total': 87795.10599999999, 'street_length_avg': 95.01634848484846, 'street_segments_count': 924, 'node_density_km': 70.34196811280626, 'intersection_density_km': 54.63259543327485, 'edge_density_km': 17217.581922076693, 'street_density_km': 8784.751844541173, 'circuity_avg': 1.0667534182990122, 'self_loop_proportion': 0.0033519553072625698, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0667534182990122\n", - "2314\n", - "2997108.2522429656\n", - "{'n': 46, 'm': 122, 'k_avg': 5.304347826086956, 'intersection_count': 42, 'streets_per_node_avg': 2.9130434782608696, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 38, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08695652173913043, 2: 0.0, 3: 0.8260869565217391, 4: 0.08695652173913043}, 'edge_length_total': 22797.935000000012, 'edge_length_avg': 186.86831967213124, 'street_length_total': 11426.919, 'street_length_avg': 184.3051451612903, 'street_segments_count': 62, 'node_density_km': 15.348127637890517, 'intersection_density_km': 14.013507843291341, 'edge_density_km': 7606.643831746342, 'street_density_km': 3812.6480721703533, 'circuity_avg': 1.056650296053037, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056650296053037\n", - "2315\n", - "10989137.622631546\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 151, 'm': 392, 'k_avg': 5.19205298013245, 'intersection_count': 118, 'streets_per_node_avg': 2.7350993377483444, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 92, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2185430463576159, 2: 0.0, 3: 0.609271523178808, 4: 0.17218543046357615}, 'edge_length_total': 78526.44200000005, 'edge_length_avg': 200.32255612244913, 'street_length_total': 39263.221, 'street_length_avg': 200.32255612244896, 'street_segments_count': 196, 'node_density_km': 13.740841655219924, 'intersection_density_km': 10.737876260370538, 'edge_density_km': 7145.823875959021, 'street_density_km': 3572.911937979508, 'circuity_avg': 1.025262870074236, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025262870074236\n", - "2316\n", - "11987803.439074405\n", - "{'n': 237, 'm': 768, 'k_avg': 6.481012658227848, 'intersection_count': 226, 'streets_per_node_avg': 3.320675105485232, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 128, 4: 98}, 'streets_per_node_proportion': {0: 0.0, 1: 0.046413502109704644, 2: 0.0, 3: 0.540084388185654, 4: 0.41350210970464135}, 'edge_length_total': 121332.31199999996, 'edge_length_avg': 157.98478124999994, 'street_length_total': 60666.15600000003, 'street_length_avg': 157.98478125000008, 'street_segments_count': 384, 'node_density_km': 19.770093929593084, 'intersection_density_km': 18.85249463328286, 'edge_density_km': 10121.313100990268, 'street_density_km': 5060.656550495139, 'circuity_avg': 1.0157172656200706, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0157172656200706\n", - "2317\n", - "5994267.956906465\n", - "{'n': 139, 'm': 376, 'k_avg': 5.410071942446043, 'intersection_count': 113, 'streets_per_node_avg': 2.827338129496403, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 85, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18705035971223022, 2: 0.0, 3: 0.6115107913669064, 4: 0.2014388489208633}, 'edge_length_total': 60818.76600000005, 'edge_length_avg': 161.7520372340427, 'street_length_total': 30409.382999999983, 'street_length_avg': 161.75203723404246, 'street_segments_count': 188, 'node_density_km': 23.188819885812283, 'intersection_density_km': 18.85134278486898, 'edge_density_km': 10146.15403202421, 'street_density_km': 5073.077016012097, 'circuity_avg': 1.0379351031588218, 'self_loop_proportion': 0.005319148936170213, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0379351031588218\n", - "2318\n", - "3996165.1108599063\n", - "{'n': 50, 'm': 138, 'k_avg': 5.52, 'intersection_count': 39, 'streets_per_node_avg': 2.9, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 22, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22, 2: 0.0, 3: 0.44, 4: 0.34}, 'edge_length_total': 21445.82600000001, 'edge_length_avg': 155.40453623188412, 'street_length_total': 10722.912999999999, 'street_length_avg': 155.40453623188404, 'street_segments_count': 69, 'node_density_km': 12.511995528943713, 'intersection_density_km': 9.759356512576096, 'edge_density_km': 5366.6015805300985, 'street_density_km': 2683.300790265048, 'circuity_avg': 1.0269751046385012, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0269751046385012\n", - "2319\n", - "3999370.6298977584\n", - "{'n': 174, 'm': 393, 'k_avg': 4.517241379310345, 'intersection_count': 116, 'streets_per_node_avg': 2.3620689655172415, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 111, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6379310344827587, 4: 0.028735632183908046}, 'edge_length_total': 36904.98999999999, 'edge_length_avg': 93.90582697201016, 'street_length_total': 18601.254999999994, 'street_length_avg': 93.94573232323229, 'street_segments_count': 198, 'node_density_km': 43.50684547694651, 'intersection_density_km': 29.004563651297673, 'edge_density_km': 9227.699409530205, 'street_density_km': 4651.045557254473, 'circuity_avg': 1.067820598971879, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067820598971879\n", - "2320\n", - "4995069.126349045\n", - "{'n': 125, 'm': 348, 'k_avg': 5.568, 'intersection_count': 111, 'streets_per_node_avg': 2.896, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 97, 4: 13, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.112, 2: 0.0, 3: 0.776, 4: 0.104, 5: 0.008}, 'edge_length_total': 49252.71199999997, 'edge_length_avg': 141.53078160919532, 'street_length_total': 24626.356000000014, 'street_length_avg': 141.5307816091955, 'street_segments_count': 174, 'node_density_km': 25.02467870577078, 'intersection_density_km': 22.221914690724454, 'edge_density_km': 9860.266345502881, 'street_density_km': 4930.133172751447, 'circuity_avg': 1.0155817456990135, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0155817456990135\n", - "2321\n", - "4995288.167731189\n", - "{'n': 100, 'm': 320, 'k_avg': 6.4, 'intersection_count': 97, 'streets_per_node_avg': 3.44, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 48, 4: 48, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03, 2: 0.0, 3: 0.48, 4: 0.48, 5: 0.01}, 'edge_length_total': 58336.61600000001, 'edge_length_avg': 182.30192500000004, 'street_length_total': 29168.308000000005, 'street_length_avg': 182.30192500000004, 'street_segments_count': 160, 'node_density_km': 20.01886510691915, 'intersection_density_km': 19.418299153711576, 'edge_density_km': 11678.328464981416, 'street_density_km': 5839.164232490708, 'circuity_avg': 1.0214924519537798, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0214924519537798\n", - "2322\n", - "6995769.10179603\n", - "{'n': 140, 'm': 327, 'k_avg': 4.671428571428572, 'intersection_count': 100, 'streets_per_node_avg': 2.507142857142857, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 89, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.6357142857142857, 4: 0.07857142857142857}, 'edge_length_total': 39725.849, 'edge_length_avg': 121.4857767584098, 'street_length_total': 20090.484000000004, 'street_length_avg': 118.87860355029588, 'street_segments_count': 169, 'node_density_km': 20.01209559132786, 'intersection_density_km': 14.294353993805615, 'edge_density_km': 5678.553483104688, 'street_density_km': 2871.8049020288786, 'circuity_avg': 1.091346895151497, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.091346895151497\n", - "2323\n", - "7991993.901044774\n", - "{'n': 255, 'm': 675, 'k_avg': 5.294117647058823, 'intersection_count': 220, 'streets_per_node_avg': 2.827450980392157, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 195, 4: 24, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13725490196078433, 2: 0.0, 3: 0.7647058823529411, 4: 0.09411764705882353, 5: 0.00392156862745098}, 'edge_length_total': 102344.59199999995, 'edge_length_avg': 151.6216177777777, 'street_length_total': 51371.23700000001, 'street_length_avg': 148.47178323699424, 'street_segments_count': 346, 'node_density_km': 31.906931256124267, 'intersection_density_km': 27.527548534695445, 'edge_density_km': 12805.889652470916, 'street_density_km': 6427.837362749285, 'circuity_avg': 1.0475234624113374, 'self_loop_proportion': 0.0044444444444444444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0475234624113374\n", - "2324\n", - "23976326.31565579\n", - "{'n': 478, 'm': 1358, 'k_avg': 5.682008368200837, 'intersection_count': 412, 'streets_per_node_avg': 2.907949790794979, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 324, 4: 88}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13807531380753138, 2: 0.0, 3: 0.6778242677824268, 4: 0.18410041841004185}, 'edge_length_total': 216189.3400000003, 'edge_length_avg': 159.19686303387354, 'street_length_total': 108094.67000000016, 'street_length_avg': 159.19686303387357, 'street_segments_count': 679, 'node_density_km': 19.936331934549997, 'intersection_density_km': 17.183616646515897, 'edge_density_km': 9016.783353454588, 'street_density_km': 4508.391676727294, 'circuity_avg': 1.029949317060834, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029949317060834\n", - "2325\n", - "6996005.255545376\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 284, 'm': 652, 'k_avg': 4.591549295774648, 'intersection_count': 186, 'streets_per_node_avg': 2.369718309859155, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 169, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34507042253521125, 2: 0.0, 3: 0.5950704225352113, 4: 0.05985915492957746}, 'edge_length_total': 88261.17799999999, 'edge_length_avg': 135.36990490797544, 'street_length_total': 44130.589000000014, 'street_length_avg': 135.3699049079755, 'street_segments_count': 326, 'node_density_km': 40.59459500475471, 'intersection_density_km': 26.586600953818223, 'edge_density_km': 12615.939350537203, 'street_density_km': 6307.969675268604, 'circuity_avg': 1.1387157066469025, 'self_loop_proportion': 0.006134969325153374, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1387157066469025\n", - "2326\n", - "7992097.513217989\n", - "{'n': 95, 'm': 270, 'k_avg': 5.684210526315789, 'intersection_count': 87, 'streets_per_node_avg': 2.957894736842105, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 75, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08421052631578947, 2: 0.0, 3: 0.7894736842105263, 4: 0.12631578947368421}, 'edge_length_total': 60715.212000000014, 'edge_length_avg': 224.87115555555562, 'street_length_total': 30357.605999999996, 'street_length_avg': 224.87115555555553, 'street_segments_count': 135, 'node_density_km': 11.886741852546365, 'intersection_density_km': 10.885753064963513, 'edge_density_km': 7596.9058059644785, 'street_density_km': 3798.452902982238, 'circuity_avg': 1.0283916923397092, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0283916923397092\n", - "2327\n", - "3998939.047664356\n", - "{'n': 254, 'm': 647, 'k_avg': 5.094488188976378, 'intersection_count': 204, 'streets_per_node_avg': 2.688976377952756, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 183, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1968503937007874, 2: 0.0, 3: 0.7204724409448819, 4: 0.08267716535433071}, 'edge_length_total': 58485.88599999999, 'edge_length_avg': 90.39549613601235, 'street_length_total': 29597.203000000012, 'street_length_avg': 89.41753172205442, 'street_segments_count': 331, 'node_density_km': 63.51684708681737, 'intersection_density_km': 51.01353073114466, 'edge_density_km': 14625.350699996192, 'street_density_km': 7401.263847041312, 'circuity_avg': 1.0594453948026605, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0594453948026605\n", - "2328\n", - "3998199.63389814\n", - "{'n': 229, 'm': 502, 'k_avg': 4.384279475982533, 'intersection_count': 153, 'streets_per_node_avg': 2.3668122270742358, 'streets_per_node_counts': {0: 0, 1: 76, 2: 1, 3: 144, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3318777292576419, 2: 0.004366812227074236, 3: 0.62882096069869, 4: 0.034934497816593885}, 'edge_length_total': 48109.81199999998, 'edge_length_avg': 95.83627888446212, 'street_length_total': 24221.85399999998, 'street_length_avg': 93.52067181467174, 'street_segments_count': 259, 'node_density_km': 57.27577934289664, 'intersection_density_km': 38.26722375311435, 'edge_density_km': 12032.868892315459, 'street_density_km': 6058.190240086713, 'circuity_avg': 1.0952479172256433, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0952479172256433\n", - "2329\n", - "8991248.487773096\n", - "{'n': 126, 'm': 302, 'k_avg': 4.7936507936507935, 'intersection_count': 87, 'streets_per_node_avg': 2.515873015873016, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 70, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30952380952380953, 2: 0.0, 3: 0.5555555555555556, 4: 0.1349206349206349}, 'edge_length_total': 55303.10799999997, 'edge_length_avg': 183.12287417218533, 'street_length_total': 27651.553999999982, 'street_length_avg': 183.1228741721853, 'street_segments_count': 151, 'node_density_km': 14.013626713947822, 'intersection_density_km': 9.676075588202067, 'edge_density_km': 6150.770727247152, 'street_density_km': 3075.3853636235754, 'circuity_avg': 1.0741574652108452, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0741574652108452\n", - "2330\n", - "5995800.7482102895\n", - "{'n': 277, 'm': 739, 'k_avg': 5.335740072202166, 'intersection_count': 231, 'streets_per_node_avg': 2.7870036101083033, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 198, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16606498194945848, 2: 0.0, 3: 0.7148014440433214, 4: 0.11913357400722022}, 'edge_length_total': 84221.25399999996, 'edge_length_avg': 113.96651420838965, 'street_length_total': 42251.790000000015, 'street_length_avg': 113.58008064516133, 'street_segments_count': 372, 'node_density_km': 46.19900020571612, 'intersection_density_km': 38.52696407047084, 'edge_density_km': 14046.706609645009, 'street_density_km': 7046.896949104242, 'circuity_avg': 1.0664055961184236, 'self_loop_proportion': 0.0027063599458728013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0664055961184236\n", - "2331\n", - "7992621.684807436\n", - "{'n': 136, 'm': 388, 'k_avg': 5.705882352941177, 'intersection_count': 114, 'streets_per_node_avg': 2.948529411764706, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 77, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16176470588235295, 2: 0.0, 3: 0.5661764705882353, 4: 0.27205882352941174}, 'edge_length_total': 76118.67999999985, 'edge_length_avg': 196.18216494845322, 'street_length_total': 38059.33999999999, 'street_length_avg': 196.18216494845356, 'street_segments_count': 194, 'node_density_km': 17.015693393634784, 'intersection_density_km': 14.263154756429158, 'edge_density_km': 9523.618532413218, 'street_density_km': 4761.809266206617, 'circuity_avg': 1.0255480749499402, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0255480749499402\n", - "2332\n", - "71928910.16090019\n", - "{'n': 1948, 'm': 5363, 'k_avg': 5.506160164271047, 'intersection_count': 1653, 'streets_per_node_avg': 2.9060574948665296, 'streets_per_node_counts': {0: 0, 1: 295, 2: 0, 3: 1252, 4: 395, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15143737166324436, 2: 0.0, 3: 0.6427104722792608, 4: 0.20277207392197125, 5: 0.003080082135523614}, 'edge_length_total': 588031.5389999987, 'edge_length_avg': 109.64600764497459, 'street_length_total': 305447.2950000004, 'street_length_avg': 108.19953772582373, 'street_segments_count': 2823, 'node_density_km': 27.0822955004108, 'intersection_density_km': 22.98102385122128, 'edge_density_km': 8175.176541457548, 'street_density_km': 4246.516377305525, 'circuity_avg': 1.0577512292511602, 'self_loop_proportion': 0.002237553608055193, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0577512292511602\n", - "2333\n", - "21981648.182711344\n", - "{'n': 699, 'm': 1978, 'k_avg': 5.659513590844063, 'intersection_count': 567, 'streets_per_node_avg': 2.971387696709585, 'streets_per_node_counts': {0: 0, 1: 132, 2: 0, 3: 326, 4: 238, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1888412017167382, 2: 0.0, 3: 0.4663805436337625, 4: 0.34048640915593703, 5: 0.004291845493562232}, 'edge_length_total': 339869.752, 'edge_length_avg': 171.82495045500505, 'street_length_total': 172706.91500000015, 'street_length_avg': 170.6590069169962, 'street_segments_count': 1012, 'node_density_km': 31.79925336762356, 'intersection_density_km': 25.794244147986493, 'edge_density_km': 15461.52268360427, 'street_density_km': 7856.86830962179, 'circuity_avg': 1.0304045734373237, 'self_loop_proportion': 0.0010111223458038423, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0304045734373237\n", - "2334\n", - "57009942.09889303\n", - "{'n': 3518, 'm': 8359, 'k_avg': 4.752131893121091, 'intersection_count': 2515, 'streets_per_node_avg': 2.492609437180216, 'streets_per_node_counts': {0: 0, 1: 1003, 2: 5, 3: 2290, 4: 214, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28510517339397384, 2: 0.0014212620807276862, 3: 0.6509380329732802, 4: 0.06083001705514497, 5: 0.0017055144968732233}, 'edge_length_total': 826948.2559999991, 'edge_length_avg': 98.92908912549338, 'street_length_total': 419735.65999999986, 'street_length_avg': 97.74933861201673, 'street_segments_count': 4294, 'node_density_km': 61.70853487094331, 'intersection_density_km': 44.11511233667494, 'edge_density_km': 14505.33407954568, 'street_density_km': 7362.499321116657, 'circuity_avg': 1.0921101964380466, 'self_loop_proportion': 0.0038282091159229574, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0921101964380466\n", - "2335\n", - "6999611.772243733\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 355, 'm': 920, 'k_avg': 5.183098591549296, 'intersection_count': 290, 'streets_per_node_avg': 2.7098591549295774, 'streets_per_node_counts': {0: 0, 1: 65, 2: 2, 3: 259, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18309859154929578, 2: 0.005633802816901409, 3: 0.7295774647887324, 4: 0.08169014084507042}, 'edge_length_total': 93309.20899999987, 'edge_length_avg': 101.42305326086942, 'street_length_total': 47281.40899999995, 'street_length_avg': 101.0286517094016, 'street_segments_count': 468, 'node_density_km': 50.71709854076727, 'intersection_density_km': 41.43086923048594, 'edge_density_km': 13330.62633130716, 'street_density_km': 6754.861632110754, 'circuity_avg': 1.0388600856489296, 'self_loop_proportion': 0.002173913043478261, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0388600856489296\n", - "2336\n", - "19995828.95713738\n", - "{'n': 642, 'm': 1715, 'k_avg': 5.342679127725857, 'intersection_count': 505, 'streets_per_node_avg': 2.7570093457943927, 'streets_per_node_counts': {0: 0, 1: 137, 2: 0, 3: 388, 4: 116, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21339563862928349, 2: 0.0, 3: 0.6043613707165109, 4: 0.1806853582554517, 5: 0.001557632398753894}, 'edge_length_total': 280880.6619999995, 'edge_length_avg': 163.77881166180728, 'street_length_total': 140491.72799999992, 'street_length_avg': 163.5526519208381, 'street_segments_count': 859, 'node_density_km': 32.10669592024302, 'intersection_density_km': 25.255267040066553, 'edge_density_km': 14046.962624159723, 'street_density_km': 7026.051698139392, 'circuity_avg': 1.0340960618868444, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0340960618868444\n", - "2337\n", - "6000898.956831225\n", - "{'n': 129, 'm': 290, 'k_avg': 4.496124031007752, 'intersection_count': 90, 'streets_per_node_avg': 2.4108527131782944, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 88, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3023255813953488, 2: 0.0, 3: 0.6821705426356589, 4: 0.015503875968992248}, 'edge_length_total': 47601.98799999997, 'edge_length_avg': 164.14478620689644, 'street_length_total': 23800.993999999995, 'street_length_avg': 164.14478620689653, 'street_segments_count': 145, 'node_density_km': 21.496779220578386, 'intersection_density_km': 14.997752944589573, 'edge_density_km': 7932.476174392411, 'street_density_km': 3966.2380871962073, 'circuity_avg': 1.2035590892833243, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2035590892833243\n", - "2338\n", - "9990180.6020311\n", - "{'n': 152, 'm': 440, 'k_avg': 5.7894736842105265, 'intersection_count': 136, 'streets_per_node_avg': 3.026315789473684, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 100, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10526315789473684, 2: 0.0, 3: 0.6578947368421053, 4: 0.23684210526315788}, 'edge_length_total': 84486.2120000001, 'edge_length_avg': 192.01411818181842, 'street_length_total': 42243.10599999997, 'street_length_avg': 192.01411818181805, 'street_segments_count': 220, 'node_density_km': 15.214940155245733, 'intersection_density_km': 13.61336750732513, 'edge_density_km': 8456.925391601351, 'street_density_km': 4228.462695800668, 'circuity_avg': 1.0261196570606816, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0261196570606816\n", - "2339\n", - "7995987.7382296575\n", - "{'n': 425, 'm': 1204, 'k_avg': 5.665882352941177, 'intersection_count': 381, 'streets_per_node_avg': 2.9529411764705884, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 313, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10352941176470588, 2: 0.0, 3: 0.7364705882352941, 4: 0.16}, 'edge_length_total': 153220.20400000014, 'edge_length_avg': 127.25930564784065, 'street_length_total': 76668.57799999995, 'street_length_avg': 127.14523714759527, 'street_segments_count': 603, 'node_density_km': 53.15165729532455, 'intersection_density_km': 47.64889748122036, 'edge_density_km': 19162.135938182877, 'street_density_km': 9588.381136884369, 'circuity_avg': 1.0570732484914183, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0570732484914183\n", - "2340\n", - "71957124.52353206\n", - "{'n': 8852, 'm': 22221, 'k_avg': 5.020560325350203, 'intersection_count': 7270, 'streets_per_node_avg': 2.793831902394939, 'streets_per_node_counts': {0: 0, 1: 1582, 2: 13, 3: 5954, 4: 1260, 5: 37, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17871667419792137, 2: 0.0014685946678716674, 3: 0.6726163578852237, 4: 0.14234071396294623, 5: 0.004179846362403977, 6: 0.0006778129236330773}, 'edge_length_total': 1623812.8089999913, 'edge_length_avg': 73.07559556275555, 'street_length_total': 889486.1569999981, 'street_length_avg': 72.21027415164784, 'street_segments_count': 12318, 'node_density_km': 123.01770059065021, 'intersection_density_km': 101.03238627361353, 'edge_density_km': 22566.39380397917, 'street_density_km': 12361.335488178249, 'circuity_avg': 1.0758675360356218, 'self_loop_proportion': 0.004545249988749381, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0758675360356218\n", - "2341\n", - "39012695.02461184\n", - "{'n': 2439, 'm': 5632, 'k_avg': 4.618286182861828, 'intersection_count': 1793, 'streets_per_node_avg': 2.5489954899548994, 'streets_per_node_counts': {0: 0, 1: 646, 2: 1, 3: 1608, 4: 176, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2648626486264863, 2: 0.0004100041000410004, 3: 0.6592865928659286, 4: 0.07216072160721607, 5: 0.002870028700287003, 6: 0.0004100041000410004}, 'edge_length_total': 644109.9489999986, 'edge_length_avg': 114.36611310369294, 'street_length_total': 345408.2680000005, 'street_length_avg': 112.87851895424853, 'street_segments_count': 3060, 'node_density_km': 62.51811105234628, 'intersection_density_km': 45.95939857189704, 'edge_density_km': 16510.26540447028, 'street_density_km': 8853.740244863722, 'circuity_avg': 1.0968195658851276, 'self_loop_proportion': 0.0026633522727272725, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0968195658851276\n", - "2342\n", - "6993034.809835572\n", - "{'n': 90, 'm': 246, 'k_avg': 5.466666666666667, 'intersection_count': 72, 'streets_per_node_avg': 2.8444444444444446, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 50, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.5555555555555556, 4: 0.24444444444444444}, 'edge_length_total': 48102.01999999999, 'edge_length_avg': 195.53666666666663, 'street_length_total': 24051.010000000006, 'street_length_avg': 195.53666666666672, 'street_segments_count': 123, 'node_density_km': 12.869948805834156, 'intersection_density_km': 10.295959044667324, 'edge_density_km': 6878.561498413451, 'street_density_km': 3439.280749206727, 'circuity_avg': 1.0188798238638144, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0188798238638144\n", - "2343\n", - "6999250.441913833\n", - "{'n': 244, 'm': 584, 'k_avg': 4.786885245901639, 'intersection_count': 183, 'streets_per_node_avg': 2.5327868852459017, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 175, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.7172131147540983, 4: 0.03278688524590164}, 'edge_length_total': 78114.11699999998, 'edge_length_avg': 133.75704965753422, 'street_length_total': 39285.75900000004, 'street_length_avg': 132.72215878378393, 'street_segments_count': 296, 'node_density_km': 34.86087575018706, 'intersection_density_km': 26.145656812640297, 'edge_density_km': 11160.354619149895, 'street_density_km': 5612.852308404896, 'circuity_avg': 1.1306936466072086, 'self_loop_proportion': 0.003424657534246575, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1306936466072086\n", - "2344\n", - "12990659.936247302\n", - "{'n': 108, 'm': 272, 'k_avg': 5.037037037037037, 'intersection_count': 79, 'streets_per_node_avg': 2.5555555555555554, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 69, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26851851851851855, 2: 0.0, 3: 0.6388888888888888, 4: 0.09259259259259259}, 'edge_length_total': 63099.413999999924, 'edge_length_avg': 231.98313970588208, 'street_length_total': 31549.70699999999, 'street_length_avg': 231.98313970588228, 'street_segments_count': 136, 'node_density_km': 8.313665397294564, 'intersection_density_km': 6.081292281354356, 'edge_density_km': 4857.290877420032, 'street_density_km': 2428.6454387100184, 'circuity_avg': 1.0428575748056008, 'self_loop_proportion': 0.007352941176470588, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0428575748056008\n", - "2345\n", - "6994469.577281224\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 78, 'm': 210, 'k_avg': 5.384615384615385, 'intersection_count': 60, 'streets_per_node_avg': 2.8076923076923075, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 39, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.5, 4: 0.2692307692307692}, 'edge_length_total': 65546.14, 'edge_length_avg': 312.1244761904762, 'street_length_total': 32773.07, 'street_length_avg': 312.1244761904762, 'street_segments_count': 105, 'node_density_km': 11.151667633719109, 'intersection_density_km': 8.578205872091623, 'edge_density_km': 9371.138050682326, 'street_density_km': 4685.569025341163, 'circuity_avg': 1.0278086869115326, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0278086869115326\n", - "2346\n", - "7000551.224558412\n", - "{'n': 286, 'm': 642, 'k_avg': 4.489510489510489, 'intersection_count': 186, 'streets_per_node_avg': 2.3496503496503496, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 173, 4: 12, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34965034965034963, 2: 0.0, 3: 0.6048951048951049, 4: 0.04195804195804196, 5: 0.0034965034965034965}, 'edge_length_total': 68086.81599999999, 'edge_length_avg': 106.054230529595, 'street_length_total': 34195.74400000002, 'street_length_avg': 105.21767384615391, 'street_segments_count': 325, 'node_density_km': 40.85392575897344, 'intersection_density_km': 26.56933633275895, 'edge_density_km': 9725.922118982115, 'street_density_km': 4884.721631639379, 'circuity_avg': 1.1289982717497524, 'self_loop_proportion': 0.006230529595015576, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1289982717497524\n", - "2347\n", - "4995180.43931939\n", - "{'n': 88, 'm': 232, 'k_avg': 5.2727272727272725, 'intersection_count': 75, 'streets_per_node_avg': 2.7613636363636362, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 70, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14772727272727273, 2: 0.0, 3: 0.7954545454545454, 4: 0.056818181818181816}, 'edge_length_total': 36537.072, 'edge_length_avg': 157.48737931034483, 'street_length_total': 18268.53600000001, 'street_length_avg': 157.48737931034492, 'street_segments_count': 116, 'node_density_km': 17.61698122200172, 'intersection_density_km': 15.01447263238783, 'edge_density_km': 7314.464901487782, 'street_density_km': 3657.2324507438934, 'circuity_avg': 1.0411876155904372, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0411876155904372\n", - "2348\n", - "10989568.534023141\n", - "{'n': 150, 'm': 392, 'k_avg': 5.226666666666667, 'intersection_count': 118, 'streets_per_node_avg': 2.68, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 102, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21333333333333335, 2: 0.0, 3: 0.68, 4: 0.10666666666666667}, 'edge_length_total': 73153.94399999999, 'edge_length_avg': 186.61720408163262, 'street_length_total': 36576.97199999999, 'street_length_avg': 186.6172040816326, 'street_segments_count': 196, 'node_density_km': 13.64930748059923, 'intersection_density_km': 10.737455218071394, 'edge_density_km': 6656.67116716358, 'street_density_km': 3328.3355835817897, 'circuity_avg': 1.038917140637274, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038917140637274\n", - "2349\n", - "9990117.755852463\n", - "{'n': 147, 'm': 398, 'k_avg': 5.414965986394558, 'intersection_count': 109, 'streets_per_node_avg': 2.802721088435374, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 62, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2585034013605442, 2: 0.0, 3: 0.4217687074829932, 4: 0.3197278911564626}, 'edge_length_total': 64772.024, 'edge_length_avg': 162.74377889447234, 'street_length_total': 32386.012000000017, 'street_length_avg': 162.74377889447246, 'street_segments_count': 199, 'node_density_km': 14.71454126893386, 'intersection_density_km': 10.91078230145436, 'edge_density_km': 6483.609661363092, 'street_density_km': 3241.8048306815476, 'circuity_avg': 1.038694961814025, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038694961814025\n", - "2350\n", - "7001652.219202031\n", - "{'n': 254, 'm': 600, 'k_avg': 4.724409448818897, 'intersection_count': 179, 'streets_per_node_avg': 2.4763779527559056, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 163, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2952755905511811, 2: 0.0, 3: 0.6417322834645669, 4: 0.05905511811023622, 5: 0.003937007874015748}, 'edge_length_total': 82366.88599999995, 'edge_length_avg': 137.27814333333325, 'street_length_total': 41183.44300000003, 'street_length_avg': 137.27814333333342, 'street_segments_count': 300, 'node_density_km': 36.27715174189957, 'intersection_density_km': 25.565394337795368, 'edge_density_km': 11763.921346180086, 'street_density_km': 5881.9606730900505, 'circuity_avg': 1.0974592838283415, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0974592838283415\n", - "2351\n", - "7995140.424646329\n", - "{'n': 314, 'm': 894, 'k_avg': 5.694267515923567, 'intersection_count': 274, 'streets_per_node_avg': 2.917197452229299, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 220, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12738853503184713, 2: 0.0, 3: 0.7006369426751592, 4: 0.17197452229299362}, 'edge_length_total': 126167.7159999998, 'edge_length_avg': 141.1271991051452, 'street_length_total': 63172.27300000003, 'street_length_avg': 140.38282888888895, 'street_segments_count': 450, 'node_density_km': 39.273856783308474, 'intersection_density_km': 34.270817702632236, 'edge_density_km': 15780.550346691492, 'street_density_km': 7901.333765853713, 'circuity_avg': 1.0275551556332079, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0275551556332079\n", - "2352\n", - "17000786.262996398\n", - "{'n': 945, 'm': 2529, 'k_avg': 5.352380952380952, 'intersection_count': 798, 'streets_per_node_avg': 2.797883597883598, 'streets_per_node_counts': {0: 0, 1: 147, 2: 1, 3: 698, 4: 94, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15555555555555556, 2: 0.0010582010582010583, 3: 0.7386243386243386, 4: 0.09947089947089947, 5: 0.005291005291005291}, 'edge_length_total': 230094.18800000034, 'edge_length_avg': 90.98228074337696, 'street_length_total': 116918.76900000013, 'street_length_avg': 89.3191512605043, 'street_segments_count': 1309, 'node_density_km': 55.58566441464356, 'intersection_density_km': 46.93900550569901, 'edge_density_km': 13534.326262357592, 'street_density_km': 6877.2565686849075, 'circuity_avg': 1.0702633685046847, 'self_loop_proportion': 0.0007908264136022143, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0702633685046847\n", - "2353\n", - "8991091.869709188\n", - "{'n': 324, 'm': 880, 'k_avg': 5.432098765432099, 'intersection_count': 265, 'streets_per_node_avg': 2.7777777777777777, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 219, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18209876543209877, 2: 0.0, 3: 0.6759259259259259, 4: 0.1419753086419753}, 'edge_length_total': 127894.31899999993, 'edge_length_avg': 145.33445340909083, 'street_length_total': 64013.69600000001, 'street_length_avg': 145.1557732426304, 'street_segments_count': 441, 'node_density_km': 36.035667824900074, 'intersection_density_km': 29.473617202464567, 'edge_density_km': 14224.559247456184, 'street_density_km': 7119.679892901651, 'circuity_avg': 1.0420571130141456, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0420571130141456\n", - "2354\n", - "25007930.001746595\n", - "{'n': 922, 'm': 2090, 'k_avg': 4.533622559652929, 'intersection_count': 635, 'streets_per_node_avg': 2.434924078091106, 'streets_per_node_counts': {0: 0, 1: 287, 2: 0, 3: 583, 4: 51, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31127982646420826, 2: 0.0, 3: 0.6323210412147505, 4: 0.055314533622559656, 5: 0.0010845986984815619}, 'edge_length_total': 278003.1249999995, 'edge_length_avg': 133.0158492822964, 'street_length_total': 145171.55100000006, 'street_length_avg': 133.92209501845025, 'street_segments_count': 1084, 'node_density_km': 36.86830537096057, 'intersection_density_km': 25.39194567305853, 'edge_density_km': 11116.598814079505, 'street_density_km': 5805.0206870325155, 'circuity_avg': 1.0916884888234375, 'self_loop_proportion': 0.0009569377990430622, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0916884888234375\n", - "2355\n", - "42956816.90163617\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 5014, 'm': 12326, 'k_avg': 4.916633426406063, 'intersection_count': 3825, 'streets_per_node_avg': 2.6487834064619067, 'streets_per_node_counts': {0: 0, 1: 1189, 2: 8, 3: 3206, 4: 599, 5: 10, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2371360191463901, 2: 0.0015955325089748703, 3: 0.6394096529716793, 4: 0.11946549660949342, 5: 0.001994415636218588, 6: 0.00039888312724371757}, 'edge_length_total': 893543.8490000016, 'edge_length_avg': 72.49260498134038, 'street_length_total': 472674.34399999934, 'street_length_avg': 71.83500668692999, 'street_segments_count': 6580, 'node_density_km': 116.72187004640521, 'intersection_density_km': 89.04291043627842, 'edge_density_km': 20800.979063371142, 'street_density_km': 11003.47693550813, 'circuity_avg': 1.0730066070207849, 'self_loop_proportion': 0.0032451728054518902, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0730066070207849\n", - "2356\n", - "12995382.802425481\n", - "{'n': 643, 'm': 1693, 'k_avg': 5.265940902021773, 'intersection_count': 537, 'streets_per_node_avg': 2.7978227060653187, 'streets_per_node_counts': {0: 0, 1: 106, 2: 0, 3: 456, 4: 80, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16485225505443235, 2: 0.0, 3: 0.7091757387247278, 4: 0.12441679626749612, 5: 0.0015552099533437014}, 'edge_length_total': 193024.21900000013, 'edge_length_avg': 114.01312404016547, 'street_length_total': 97999.11099999996, 'street_length_avg': 110.60847742663653, 'street_segments_count': 886, 'node_density_km': 49.47911191042324, 'intersection_density_km': 41.322368733899346, 'edge_density_km': 14853.292275774573, 'street_density_km': 7541.071509006201, 'circuity_avg': 1.0529307226108688, 'self_loop_proportion': 0.004725339633786178, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0529307226108688\n", - "2357\n", - "6000991.1663906835\n", - "{'n': 402, 'm': 1152, 'k_avg': 5.731343283582089, 'intersection_count': 355, 'streets_per_node_avg': 3.012437810945274, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 257, 4: 97, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11691542288557213, 2: 0.0, 3: 0.6393034825870647, 4: 0.24129353233830847, 5: 0.0024875621890547263}, 'edge_length_total': 102795.44400000005, 'edge_length_avg': 89.23215625000005, 'street_length_total': 51639.59699999997, 'street_length_avg': 88.27281538461534, 'street_segments_count': 585, 'node_density_km': 66.98893380337773, 'intersection_density_km': 59.156894279102225, 'edge_density_km': 17129.744262201057, 'street_density_km': 8605.177972801248, 'circuity_avg': 1.0212440463523769, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0212440463523769\n", - "2358\n", - "18980769.578122374\n", - "{'n': 525, 'm': 1412, 'k_avg': 5.379047619047619, 'intersection_count': 423, 'streets_per_node_avg': 2.836190476190476, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 305, 4: 118}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19428571428571428, 2: 0.0, 3: 0.580952380952381, 4: 0.22476190476190477}, 'edge_length_total': 169021.44900000017, 'edge_length_avg': 119.70357577903695, 'street_length_total': 86539.11800000009, 'street_length_avg': 116.94475405405417, 'street_segments_count': 740, 'node_density_km': 27.659573961907522, 'intersection_density_km': 22.285713877879775, 'edge_density_km': 8904.878609074827, 'street_density_km': 4559.3050188938, 'circuity_avg': 1.0534330897511373, 'self_loop_proportion': 0.000708215297450425, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0534330897511373\n", - "2359\n", - "31968970.39602679\n", - "{'n': 2293, 'm': 6018, 'k_avg': 5.249018752725687, 'intersection_count': 1906, 'streets_per_node_avg': 2.8150894025294373, 'streets_per_node_counts': {0: 0, 1: 387, 2: 5, 3: 1563, 4: 322, 5: 15, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16877453118185784, 2: 0.002180549498473615, 3: 0.6816397732228522, 4: 0.14042738770170082, 5: 0.0065416484954208464, 6: 0.0004361098996947231}, 'edge_length_total': 530475.5099999972, 'edge_length_avg': 88.14814057826474, 'street_length_total': 281306.7860000006, 'street_length_avg': 88.65640907658387, 'street_segments_count': 3173, 'node_density_km': 71.72580072472343, 'intersection_density_km': 59.620312333764865, 'edge_density_km': 16593.44994313381, 'street_density_km': 8799.369592301988, 'circuity_avg': 1.060285112295944, 'self_loop_proportion': 0.003323363243602526, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060285112295944\n", - "2360\n", - "2998533.518673136\n", - "{'n': 8, 'm': 14, 'k_avg': 3.5, 'intersection_count': 5, 'streets_per_node_avg': 2.25, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.375, 2: 0.0, 3: 0.625}, 'edge_length_total': 5343.780000000001, 'edge_length_avg': 381.6985714285715, 'street_length_total': 2671.8900000000003, 'street_length_avg': 381.6985714285715, 'street_segments_count': 7, 'node_density_km': 2.6679708431406945, 'intersection_density_km': 1.667481776962934, 'edge_density_km': 1782.1311540197978, 'street_density_km': 891.0655770098989, 'circuity_avg': 1.263964530701122, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.263964530701122\n", - "2361\n", - "6994404.08251865\n", - "{'n': 208, 'm': 631, 'k_avg': 6.0673076923076925, 'intersection_count': 186, 'streets_per_node_avg': 3.1634615384615383, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 110, 4: 74, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10576923076923077, 2: 0.0, 3: 0.5288461538461539, 4: 0.3557692307692308, 5: 0.009615384615384616}, 'edge_length_total': 94639.38199999998, 'edge_length_avg': 149.98317274167985, 'street_length_total': 47445.52900000002, 'street_length_avg': 149.67043848580448, 'street_segments_count': 317, 'node_density_km': 29.738058817599832, 'intersection_density_km': 26.59268721189216, 'edge_density_km': 13530.728405660087, 'street_density_km': 6783.355442471822, 'circuity_avg': 1.018929894328947, 'self_loop_proportion': 0.003169572107765452, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.018929894328947\n", - "2362\n", - "3997273.0125145265\n", - "{'n': 51, 'm': 142, 'k_avg': 5.568627450980392, 'intersection_count': 47, 'streets_per_node_avg': 3.0392156862745097, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 37, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0784313725490196, 2: 0.0, 3: 0.7254901960784313, 4: 0.19607843137254902}, 'edge_length_total': 32903.482, 'edge_length_avg': 231.71466197183102, 'street_length_total': 16451.740999999998, 'street_length_avg': 231.71466197183096, 'street_segments_count': 71, 'node_density_km': 12.758698202582343, 'intersection_density_km': 11.758015990615101, 'edge_density_km': 8231.482287296089, 'street_density_km': 4115.741143648043, 'circuity_avg': 1.0641303923898506, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641303923898506\n", - "2363\n", - "10991147.030335093\n", - "{'n': 1028, 'm': 2448, 'k_avg': 4.762645914396887, 'intersection_count': 700, 'streets_per_node_avg': 2.4396887159533076, 'streets_per_node_counts': {0: 0, 1: 328, 2: 0, 3: 622, 4: 76, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31906614785992216, 2: 0.0, 3: 0.6050583657587548, 4: 0.07392996108949416, 5: 0.0019455252918287938}, 'edge_length_total': 185212.94299999977, 'edge_length_avg': 75.65888194444435, 'street_length_total': 92920.44500000007, 'street_length_avg': 75.23922672064782, 'street_segments_count': 1235, 'node_density_km': 93.52981969604849, 'intersection_density_km': 63.68762041559722, 'edge_density_km': 16851.1022997709, 'street_density_km': 8454.117185726262, 'circuity_avg': 1.0948208077101798, 'self_loop_proportion': 0.0016339869281045752, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0948208077101798\n", - "2364\n", - "17998340.187086985\n", - "{'n': 1020, 'm': 2382, 'k_avg': 4.670588235294118, 'intersection_count': 735, 'streets_per_node_avg': 2.506862745098039, 'streets_per_node_counts': {0: 0, 1: 285, 2: 0, 3: 668, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27941176470588236, 2: 0.0, 3: 0.6549019607843137, 4: 0.06568627450980392}, 'edge_length_total': 248484.40000000037, 'edge_length_avg': 104.3175482787575, 'street_length_total': 126000.7590000001, 'street_length_avg': 100.96214663461546, 'street_segments_count': 1248, 'node_density_km': 56.67189248549736, 'intersection_density_km': 40.837098996902505, 'edge_density_km': 13805.961961885629, 'street_density_km': 7000.68771288144, 'circuity_avg': 1.0613256348841562, 'self_loop_proportion': 0.0033585222502099076, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0613256348841562\n", - "2365\n", - "21981447.63882778\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1283, 'm': 3303, 'k_avg': 5.148869836321122, 'intersection_count': 1024, 'streets_per_node_avg': 2.730319563522993, 'streets_per_node_counts': {0: 0, 1: 259, 2: 4, 3: 852, 4: 161, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20187061574434917, 2: 0.003117692907248636, 3: 0.6640685892439595, 4: 0.1254871395167576, 5: 0.004676539360872954, 6: 0.000779423226812159}, 'edge_length_total': 279548.1559999997, 'edge_length_avg': 84.63462185891605, 'street_length_total': 143998.99499999994, 'street_length_avg': 83.28455465587041, 'street_segments_count': 1729, 'node_density_km': 58.36740241501308, 'intersection_density_km': 46.584738950096174, 'edge_density_km': 12717.458858633545, 'street_density_km': 6550.933194483596, 'circuity_avg': 1.0944529722550818, 'self_loop_proportion': 0.0024220405691795337, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0944529722550818\n", - "2366\n", - "30006835.418658655\n", - "{'n': 1238, 'm': 2904, 'k_avg': 4.691437802907916, 'intersection_count': 924, 'streets_per_node_avg': 2.5565428109854604, 'streets_per_node_counts': {0: 0, 1: 314, 2: 2, 3: 841, 4: 81}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25363489499192243, 2: 0.0016155088852988692, 3: 0.6793214862681745, 4: 0.0654281098546042}, 'edge_length_total': 355493.7289999987, 'edge_length_avg': 122.41519593663867, 'street_length_total': 184736.8389999999, 'street_length_avg': 120.90107264397899, 'street_segments_count': 1528, 'node_density_km': 41.25726631040189, 'intersection_density_km': 30.792983902109327, 'edge_density_km': 11847.091638958633, 'street_density_km': 6156.491893348008, 'circuity_avg': 1.0851790743292427, 'self_loop_proportion': 0.002066115702479339, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0851790743292427\n", - "2367\n", - "10997802.43497854\n", - "{'n': 502, 'm': 1426, 'k_avg': 5.681274900398407, 'intersection_count': 451, 'streets_per_node_avg': 2.9840637450199203, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 359, 4: 90, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10159362549800798, 2: 0.0, 3: 0.7151394422310757, 4: 0.17928286852589642, 5: 0.00398406374501992}, 'edge_length_total': 150937.04500000042, 'edge_length_avg': 105.84645511921488, 'street_length_total': 76460.62299999999, 'street_length_avg': 104.16978610354222, 'street_segments_count': 734, 'node_density_km': 45.645482628728416, 'intersection_density_km': 41.00819256086956, 'edge_density_km': 13724.291365695457, 'street_density_km': 6952.354659219626, 'circuity_avg': 1.0290178349974477, 'self_loop_proportion': 0.001402524544179523, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0290178349974477\n", - "2368\n", - "8994681.876535738\n", - "{'n': 591, 'm': 1682, 'k_avg': 5.692047377326565, 'intersection_count': 520, 'streets_per_node_avg': 3.0406091370558377, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 358, 4: 158, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12013536379018612, 2: 0.0, 3: 0.6057529610829103, 4: 0.2673434856175973, 5: 0.00676818950930626}, 'edge_length_total': 170266.25800000038, 'edge_length_avg': 101.22845303210487, 'street_length_total': 87101.21900000016, 'street_length_avg': 99.54425028571447, 'street_segments_count': 875, 'node_density_km': 65.70549221331895, 'intersection_density_km': 57.81193900325864, 'edge_density_km': 18929.65869578677, 'street_density_km': 9683.63530757208, 'circuity_avg': 1.0355334458810457, 'self_loop_proportion': 0.0011890606420927466, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0355334458810457\n", - "2369\n", - "16983080.516047847\n", - "{'n': 989, 'm': 2363, 'k_avg': 4.778564206268959, 'intersection_count': 698, 'streets_per_node_avg': 2.495449949443883, 'streets_per_node_counts': {0: 0, 1: 291, 2: 0, 3: 615, 4: 83}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2942366026289181, 2: 0.0, 3: 0.621840242669363, 4: 0.0839231547017189}, 'edge_length_total': 252721.26299999983, 'edge_length_avg': 106.94932839610658, 'street_length_total': 127259.7130000001, 'street_length_avg': 106.04976083333342, 'street_segments_count': 1200, 'node_density_km': 58.23442920531778, 'intersection_density_km': 41.099728599910826, 'edge_density_km': 14880.76693513851, 'street_density_km': 7493.323303728579, 'circuity_avg': 1.0761924600047579, 'self_loop_proportion': 0.0016927634363097758, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0761924600047579\n", - "2370\n", - "63933544.36028185\n", - "{'n': 5510, 'm': 13587, 'k_avg': 4.931760435571688, 'intersection_count': 4182, 'streets_per_node_avg': 2.6268602540834847, 'streets_per_node_counts': {0: 0, 1: 1328, 2: 12, 3: 3578, 4: 575, 5: 14, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.241016333938294, 2: 0.002177858439201452, 3: 0.6493647912885663, 4: 0.10435571687840291, 5: 0.002540834845735027, 6: 0.000544464609800363}, 'edge_length_total': 1234496.728999993, 'edge_length_avg': 90.85866850666027, 'street_length_total': 643387.6759999981, 'street_length_avg': 89.68325564538586, 'street_segments_count': 7174, 'node_density_km': 86.18324003671286, 'intersection_density_km': 65.41167147614031, 'edge_density_km': 19309.06132848335, 'street_density_km': 10063.381945076348, 'circuity_avg': 1.0626652718494407, 'self_loop_proportion': 0.0025023919923456246, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0626652718494407\n", - "2371\n", - "33965013.027265795\n", - "{'n': 1570, 'm': 3927, 'k_avg': 5.002547770700637, 'intersection_count': 1212, 'streets_per_node_avg': 2.662420382165605, 'streets_per_node_counts': {0: 0, 1: 358, 2: 0, 3: 1028, 4: 182, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22802547770700637, 2: 0.0, 3: 0.6547770700636942, 4: 0.1159235668789809, 5: 0.0012738853503184713}, 'edge_length_total': 459633.62500000035, 'edge_length_avg': 117.04446778711494, 'street_length_total': 235962.3289999998, 'street_length_avg': 115.10357512195112, 'street_segments_count': 2050, 'node_density_km': 46.22403644419818, 'intersection_density_km': 35.68377845246381, 'edge_density_km': 13532.561422279576, 'street_density_km': 6947.217385448325, 'circuity_avg': 1.0574385205372419, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0574385205372419\n", - "2372\n", - "8995234.71195289\n", - "{'n': 747, 'm': 2109, 'k_avg': 5.646586345381526, 'intersection_count': 661, 'streets_per_node_avg': 3.101740294511379, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 416, 4: 242, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11512717536813923, 2: 0.0, 3: 0.5568942436412316, 4: 0.32396251673360105, 5: 0.004016064257028112}, 'edge_length_total': 159892.63599999997, 'edge_length_avg': 75.81443148411569, 'street_length_total': 84793.55899999998, 'street_length_avg': 73.73352956521737, 'street_segments_count': 1150, 'node_density_km': 83.04396982631089, 'intersection_density_km': 73.48335214885073, 'edge_density_km': 17775.260026015134, 'street_density_km': 9426.497664071632, 'circuity_avg': 1.0510007833300936, 'self_loop_proportion': 0.001896633475580844, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0510007833300936\n", - "2373\n", - "15991619.233331952\n", - "{'n': 644, 'm': 1694, 'k_avg': 5.260869565217392, 'intersection_count': 520, 'streets_per_node_avg': 2.8260869565217392, 'streets_per_node_counts': {0: 0, 1: 124, 2: 1, 3: 386, 4: 129, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19254658385093168, 2: 0.0015527950310559005, 3: 0.5993788819875776, 4: 0.20031055900621117, 5: 0.006211180124223602}, 'edge_length_total': 186888.56600000054, 'edge_length_avg': 110.3238288075564, 'street_length_total': 97444.39800000002, 'street_length_avg': 108.15138512763598, 'street_segments_count': 901, 'node_density_km': 40.27109391509809, 'intersection_density_km': 32.51703235380591, 'edge_density_km': 11686.656821496941, 'street_density_km': 6093.466620121424, 'circuity_avg': 1.0574142755215186, 'self_loop_proportion': 0.004722550177095631, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0574142755215186\n", - "2374\n", - "6002371.608187294\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 232, 'm': 560, 'k_avg': 4.827586206896552, 'intersection_count': 164, 'streets_per_node_avg': 2.5129310344827585, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 142, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29310344827586204, 2: 0.0, 3: 0.6120689655172413, 4: 0.09051724137931035, 5: 0.004310344827586207}, 'edge_length_total': 72989.35399999996, 'edge_length_avg': 130.33813214285706, 'street_length_total': 36586.39300000001, 'street_length_avg': 130.20068683274025, 'street_segments_count': 281, 'node_density_km': 38.651389008229636, 'intersection_density_km': 27.322533609265776, 'edge_density_km': 12160.085840143882, 'street_density_km': 6095.322880392113, 'circuity_avg': 1.172895369079227, 'self_loop_proportion': 0.0035714285714285713, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.172895369079227\n", - "2375\n", - "12989918.779624386\n", - "{'n': 814, 'm': 1837, 'k_avg': 4.513513513513513, 'intersection_count': 512, 'streets_per_node_avg': 2.3194103194103195, 'streets_per_node_counts': {0: 0, 1: 302, 2: 0, 3: 462, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.371007371007371, 2: 0.0, 3: 0.5675675675675675, 4: 0.06142506142506143}, 'edge_length_total': 184967.88799999998, 'edge_length_avg': 100.69019488296134, 'street_length_total': 93038.42000000013, 'street_length_avg': 100.69093073593088, 'street_segments_count': 924, 'node_density_km': 62.66397918336619, 'intersection_density_km': 39.41518100968487, 'edge_density_km': 14239.341379881089, 'street_density_km': 7162.355791318536, 'circuity_avg': 1.0964458031590087, 'self_loop_proportion': 0.0065323897659227, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0964458031590087\n", - "2376\n", - "20989374.4816253\n", - "{'n': 1339, 'm': 3629, 'k_avg': 5.420463032113518, 'intersection_count': 1147, 'streets_per_node_avg': 2.886482449589246, 'streets_per_node_counts': {0: 0, 1: 192, 2: 2, 3: 924, 4: 209, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14339058999253174, 2: 0.0014936519790888724, 3: 0.690067214339059, 4: 0.15608663181478716, 5: 0.008215085884988798, 6: 0.0007468259895444362}, 'edge_length_total': 347189.0660000005, 'edge_length_avg': 95.67072637090122, 'street_length_total': 184407.99099999986, 'street_length_avg': 96.4981637885923, 'street_segments_count': 1911, 'node_density_km': 63.79418315549131, 'intersection_density_km': 54.64669759473378, 'edge_density_km': 16541.1821254578, 'street_density_km': 8785.778307087518, 'circuity_avg': 1.0607067395674834, 'self_loop_proportion': 0.002204464039680353, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0607067395674834\n", - "2377\n", - "2997885.985909182\n", - "{'n': 25, 'm': 68, 'k_avg': 5.44, 'intersection_count': 23, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 19, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08, 2: 0.0, 3: 0.76, 4: 0.16}, 'edge_length_total': 20128.824000000004, 'edge_length_avg': 296.01211764705886, 'street_length_total': 10064.412000000002, 'street_length_avg': 296.01211764705886, 'street_segments_count': 34, 'node_density_km': 8.339209735629135, 'intersection_density_km': 7.672072956778805, 'edge_density_km': 6714.339402702617, 'street_density_km': 3357.1697013513085, 'circuity_avg': 1.029794849696038, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029794849696038\n", - "2378\n", - "6001775.862818444\n", - "{'n': 498, 'm': 1102, 'k_avg': 4.42570281124498, 'intersection_count': 323, 'streets_per_node_avg': 2.3313253012048194, 'streets_per_node_counts': {0: 0, 1: 175, 2: 0, 3: 306, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3514056224899598, 2: 0.0, 3: 0.6144578313253012, 4: 0.03413654618473896}, 'edge_length_total': 88178.022, 'edge_length_avg': 80.01635390199637, 'street_length_total': 44479.404999999955, 'street_length_avg': 77.89738178633968, 'street_segments_count': 571, 'node_density_km': 82.97544116653138, 'intersection_density_km': 53.81740461202739, 'edge_density_km': 14691.988507313474, 'street_density_km': 7411.040668071924, 'circuity_avg': 1.07895549500513, 'self_loop_proportion': 0.003629764065335753, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07895549500513\n", - "2379\n", - "10999492.269227635\n", - "{'n': 353, 'm': 838, 'k_avg': 4.747875354107649, 'intersection_count': 252, 'streets_per_node_avg': 2.4759206798866855, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 236, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28611898016997167, 2: 0.0, 3: 0.6685552407932012, 4: 0.042492917847025496, 5: 0.0028328611898017}, 'edge_length_total': 96431.95000000003, 'edge_length_avg': 115.07392601431984, 'street_length_total': 48244.4, 'street_length_avg': 114.86761904761904, 'street_segments_count': 420, 'node_density_km': 32.09239039037818, 'intersection_density_km': 22.910148380666573, 'edge_density_km': 8766.94556800405, 'street_density_km': 4386.056994191391, 'circuity_avg': 1.0757534202458143, 'self_loop_proportion': 0.00477326968973747, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0757534202458143\n", - "2380\n", - "13985596.283890909\n", - "{'n': 781, 'm': 1931, 'k_avg': 4.9449423815621, 'intersection_count': 588, 'streets_per_node_avg': 2.5941101152368757, 'streets_per_node_counts': {0: 0, 1: 193, 2: 0, 3: 521, 4: 65, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2471190781049936, 2: 0.0, 3: 0.6670934699103713, 4: 0.08322663252240717, 5: 0.002560819462227913}, 'edge_length_total': 210730.48000000019, 'edge_length_avg': 109.1302330398758, 'street_length_total': 108691.05400000005, 'street_length_avg': 108.7998538538539, 'street_segments_count': 999, 'node_density_km': 55.84316779539695, 'intersection_density_km': 42.04325565133599, 'edge_density_km': 15067.679326817606, 'street_density_km': 7771.642466556406, 'circuity_avg': 1.0678292440937296, 'self_loop_proportion': 0.0020714655618850335, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0678292440937296\n", - "2381\n", - "9996566.791781507\n", - "{'n': 281, 'm': 846, 'k_avg': 6.0213523131672595, 'intersection_count': 269, 'streets_per_node_avg': 3.1530249110320283, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 207, 4: 58, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.042704626334519574, 2: 0.0, 3: 0.7366548042704626, 4: 0.20640569395017794, 5: 0.010676156583629894, 6: 0.0035587188612099642}, 'edge_length_total': 123295.22199999972, 'edge_length_avg': 145.7390330969264, 'street_length_total': 61647.61099999998, 'street_length_avg': 145.73903309692668, 'street_segments_count': 423, 'node_density_km': 28.109650628355624, 'intersection_density_km': 26.9092385018778, 'edge_density_km': 12333.756635464548, 'street_density_km': 6166.878317732287, 'circuity_avg': 1.019841538865859, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.019841538865859\n", - "2382\n", - "16990218.06052763\n", - "{'n': 494, 'm': 1355, 'k_avg': 5.48582995951417, 'intersection_count': 402, 'streets_per_node_avg': 2.840080971659919, 'streets_per_node_counts': {0: 0, 1: 92, 2: 0, 3: 297, 4: 105}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1862348178137652, 2: 0.0, 3: 0.6012145748987854, 4: 0.2125506072874494}, 'edge_length_total': 245623.54899999988, 'edge_length_avg': 181.27199188191872, 'street_length_total': 123014.73199999983, 'street_length_avg': 180.90401764705857, 'street_segments_count': 680, 'node_density_km': 29.075553841635557, 'intersection_density_km': 23.660673369104238, 'edge_density_km': 14456.76259862977, 'street_density_km': 7240.326849352962, 'circuity_avg': 1.02460639294838, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.02460639294838\n", - "2383\n", - "9997140.109907135\n", - "{'n': 384, 'm': 883, 'k_avg': 4.598958333333333, 'intersection_count': 270, 'streets_per_node_avg': 2.453125, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 252, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.296875, 2: 0.0, 3: 0.65625, 4: 0.046875}, 'edge_length_total': 97958.81299999982, 'edge_length_avg': 110.93863306908247, 'street_length_total': 49672.262999999984, 'street_length_avg': 110.13805543237247, 'street_segments_count': 451, 'node_density_km': 38.41098511958006, 'intersection_density_km': 27.00772391220473, 'edge_density_km': 9798.683615819582, 'street_density_km': 4968.647278512674, 'circuity_avg': 1.1130313938643104, 'self_loop_proportion': 0.006795016987542469, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1130313938643104\n", - "2384\n", - "16986445.294164535\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1517, 'm': 3936, 'k_avg': 5.1891891891891895, 'intersection_count': 1220, 'streets_per_node_avg': 2.7277521423862887, 'streets_per_node_counts': {0: 0, 1: 297, 2: 1, 3: 1040, 4: 176, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19578114700065918, 2: 0.0006591957811470006, 3: 0.6855636123928807, 4: 0.11601845748187212, 5: 0.001977587343441002}, 'edge_length_total': 377914.97299999953, 'edge_length_avg': 96.01498297764216, 'street_length_total': 193054.7839999999, 'street_length_avg': 94.91385644051125, 'street_segments_count': 2034, 'node_density_km': 89.30650137384217, 'intersection_density_km': 71.82197210025541, 'edge_density_km': 22248.031677930114, 'street_density_km': 11365.225664154776, 'circuity_avg': 1.0558878170711508, 'self_loop_proportion': 0.001524390243902439, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0558878170711508\n", - "2385\n", - "7994740.245122415\n", - "{'n': 199, 'm': 556, 'k_avg': 5.5879396984924625, 'intersection_count': 171, 'streets_per_node_avg': 2.9045226130653266, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 134, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1407035175879397, 2: 0.0, 3: 0.6733668341708543, 4: 0.18592964824120603}, 'edge_length_total': 92904.11200000001, 'edge_length_avg': 167.09372661870506, 'street_length_total': 46452.056000000004, 'street_length_avg': 167.09372661870506, 'street_segments_count': 278, 'node_density_km': 24.891365310012386, 'intersection_density_km': 21.389062653327226, 'edge_density_km': 11620.654224091988, 'street_density_km': 5810.327112045994, 'circuity_avg': 1.0256303649609244, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0256303649609244\n", - "2386\n", - "6993687.546802111\n", - "{'n': 272, 'm': 760, 'k_avg': 5.588235294117647, 'intersection_count': 244, 'streets_per_node_avg': 3.0441176470588234, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 176, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10294117647058823, 2: 0.0, 3: 0.6470588235294118, 4: 0.25}, 'edge_length_total': 95722.43299999993, 'edge_length_avg': 125.95056973684201, 'street_length_total': 50585.33400000001, 'street_length_avg': 125.8341641791045, 'street_segments_count': 402, 'node_density_km': 38.89221504102982, 'intersection_density_km': 34.88860466915911, 'edge_density_km': 13686.975913553553, 'street_density_km': 7232.998852390873, 'circuity_avg': 1.0424699332551473, 'self_loop_proportion': 0.002631578947368421, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0424699332551473\n", - "2387\n", - "45953486.71774838\n", - "{'n': 2985, 'm': 7036, 'k_avg': 4.714237855946399, 'intersection_count': 2123, 'streets_per_node_avg': 2.5182579564489114, 'streets_per_node_counts': {0: 0, 1: 862, 2: 0, 3: 1843, 4: 274, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2887772194304858, 2: 0.0, 3: 0.6174204355108878, 4: 0.09179229480737018, 5: 0.0020100502512562816}, 'edge_length_total': 738020.8379999978, 'edge_length_avg': 104.89210318362674, 'street_length_total': 378461.36499999976, 'street_length_avg': 102.36985799296721, 'street_segments_count': 3697, 'node_density_km': 64.95698614414646, 'intersection_density_km': 46.19888830285525, 'edge_density_km': 16060.170635865063, 'street_density_km': 8235.748623919511, 'circuity_avg': 1.0638039307341107, 'self_loop_proportion': 0.0017055144968732233, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0638039307341107\n", - "2388\n", - "23990515.48682977\n", - "{'n': 1087, 'm': 2860, 'k_avg': 5.2621895124195035, 'intersection_count': 904, 'streets_per_node_avg': 2.849126034958602, 'streets_per_node_counts': {0: 0, 1: 183, 2: 1, 3: 705, 4: 193, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16835326586936522, 2: 0.0009199632014719411, 3: 0.6485740570377185, 4: 0.17755289788408463, 5: 0.004599816007359705}, 'edge_length_total': 358781.253, 'edge_length_avg': 125.44799055944057, 'street_length_total': 190210.89700000008, 'street_length_avg': 126.38597807308976, 'street_segments_count': 1505, 'node_density_km': 45.30957246820051, 'intersection_density_km': 37.68155796803428, 'edge_density_km': 14955.12896323393, 'street_density_km': 7928.587324620908, 'circuity_avg': 1.083608368712594, 'self_loop_proportion': 0.0034965034965034965, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.083608368712594\n", - "2389\n", - "23979021.700976923\n", - "{'n': 8562, 'm': 20939, 'k_avg': 4.8911469282877835, 'intersection_count': 5851, 'streets_per_node_avg': 2.4919411352487737, 'streets_per_node_counts': {0: 0, 1: 2711, 2: 0, 3: 4794, 4: 1043, 5: 13, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31663162812427004, 2: 0.0, 3: 0.559915907498248, 4: 0.1218173323989722, 5: 0.001518336837187573, 6: 0.000116795141322121}, 'edge_length_total': 653501.6210000037, 'edge_length_avg': 31.209781794737268, 'street_length_total': 332734.79599999904, 'street_length_avg': 31.31916378012039, 'street_segments_count': 10624, 'node_density_km': 357.0621064849855, 'intersection_density_km': 244.00495036716308, 'edge_density_km': 27253.05598991053, 'street_density_km': 13876.078855479045, 'circuity_avg': 1.0966075431846096, 'self_loop_proportion': 0.0016237642676345575, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0966075431846096\n", - "2390\n", - "12988550.923478302\n", - "{'n': 469, 'm': 1146, 'k_avg': 4.886993603411514, 'intersection_count': 365, 'streets_per_node_avg': 2.633262260127932, 'streets_per_node_counts': {0: 0, 1: 104, 2: 2, 3: 325, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22174840085287847, 2: 0.0042643923240938165, 3: 0.6929637526652452, 4: 0.08102345415778252}, 'edge_length_total': 142973.87400000024, 'edge_length_avg': 124.75905235602116, 'street_length_total': 73563.64899999995, 'street_length_avg': 123.22219262981565, 'street_segments_count': 597, 'node_density_km': 36.10872396490578, 'intersection_density_km': 28.10167216884991, 'edge_density_km': 11007.684755776605, 'street_density_km': 5663.7302677872385, 'circuity_avg': 1.0791525213188498, 'self_loop_proportion': 0.002617801047120419, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0791525213188498\n", - "2391\n", - "7991275.861165464\n", - "{'n': 361, 'm': 957, 'k_avg': 5.301939058171745, 'intersection_count': 286, 'streets_per_node_avg': 2.7977839335180055, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 210, 4: 75, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2077562326869806, 2: 0.0, 3: 0.5817174515235457, 4: 0.2077562326869806, 5: 0.002770083102493075}, 'edge_length_total': 97540.85200000001, 'edge_length_avg': 101.92356530825498, 'street_length_total': 49612.322999999975, 'street_length_avg': 100.02484475806446, 'street_segments_count': 496, 'node_density_km': 45.17426331811689, 'intersection_density_km': 35.78902855673527, 'edge_density_km': 12205.917264602407, 'street_density_km': 6208.310645499905, 'circuity_avg': 1.0410999520466244, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0410999520466244\n", - "2392\n", - "5000215.248496134\n", - "{'n': 267, 'm': 602, 'k_avg': 4.50936329588015, 'intersection_count': 177, 'streets_per_node_avg': 2.359550561797753, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 168, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33707865168539325, 2: 0.0, 3: 0.6292134831460674, 4: 0.033707865168539325}, 'edge_length_total': 51743.98699999999, 'edge_length_avg': 85.95346677740862, 'street_length_total': 26008.364, 'street_length_avg': 84.16946278317153, 'street_segments_count': 309, 'node_density_km': 53.397701245022, 'intersection_density_km': 35.39847610625054, 'edge_density_km': 10348.351906562928, 'street_density_km': 5201.448879190208, 'circuity_avg': 1.1727520635457973, 'self_loop_proportion': 0.0033222591362126247, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1727520635457973\n", - "2393\n", - "17981064.02575277\n", - "{'n': 1252, 'm': 3145, 'k_avg': 5.023961661341853, 'intersection_count': 1018, 'streets_per_node_avg': 2.765974440894569, 'streets_per_node_counts': {0: 0, 1: 234, 2: 1, 3: 844, 4: 170, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1869009584664537, 2: 0.0007987220447284345, 3: 0.6741214057507987, 4: 0.13578274760383385, 5: 0.0023961661341853034}, 'edge_length_total': 332150.6340000003, 'edge_length_avg': 105.61228426073141, 'street_length_total': 177516.17100000023, 'street_length_avg': 105.41340320665097, 'street_segments_count': 1684, 'node_density_km': 69.62880495875356, 'intersection_density_km': 56.61511457508876, 'edge_density_km': 18472.245776128086, 'street_density_km': 9872.395245673932, 'circuity_avg': 1.0494069616956128, 'self_loop_proportion': 0.0019077901430842607, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0494069616956128\n", - "2394\n", - "14993080.218136119\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1181, 'm': 2852, 'k_avg': 4.829805249788315, 'intersection_count': 879, 'streets_per_node_avg': 2.562235393734124, 'streets_per_node_counts': {0: 0, 1: 302, 2: 2, 3: 788, 4: 89}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2557154953429297, 2: 0.001693480101608806, 3: 0.6672311600338696, 4: 0.07535986452159187}, 'edge_length_total': 238541.08499999973, 'edge_length_avg': 83.63993162692837, 'street_length_total': 122680.35999999996, 'street_length_avg': 83.06050101557207, 'street_segments_count': 1477, 'node_density_km': 78.76967126284191, 'intersection_density_km': 58.62704575786455, 'edge_density_km': 15910.078618231673, 'street_density_km': 8182.465391707956, 'circuity_avg': 1.0669922872105442, 'self_loop_proportion': 0.0021037868162692847, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0669922872105442\n", - "2395\n", - "11998188.928406244\n", - "{'n': 1016, 'm': 2311, 'k_avg': 4.549212598425197, 'intersection_count': 645, 'streets_per_node_avg': 2.3346456692913384, 'streets_per_node_counts': {0: 0, 1: 371, 2: 0, 3: 582, 4: 60, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.36515748031496065, 2: 0.0, 3: 0.5728346456692913, 4: 0.05905511811023622, 5: 0.002952755905511811}, 'edge_length_total': 186827.34399999958, 'edge_length_avg': 80.84264128083062, 'street_length_total': 94375.13600000006, 'street_length_avg': 80.59362596071739, 'street_segments_count': 1171, 'node_density_km': 84.67944671170955, 'intersection_density_km': 53.75811331599671, 'edge_density_km': 15571.295394230505, 'street_density_km': 7865.781791163727, 'circuity_avg': 1.0729032987150398, 'self_loop_proportion': 0.0017308524448290783, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0729032987150398\n", - "2396\n", - "193011108.75564322\n", - "{'n': 18429, 'm': 43715, 'k_avg': 4.744153236746432, 'intersection_count': 13187, 'streets_per_node_avg': 2.53247598893049, 'streets_per_node_counts': {0: 0, 1: 5242, 2: 22, 3: 11327, 4: 1790, 5: 44, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2844429974496717, 2: 0.0011937706875033915, 3: 0.6146291171523143, 4: 0.09712952411959412, 5: 0.002387541375006783, 6: 0.0002170492159097075}, 'edge_length_total': 3908075.573000017, 'edge_length_avg': 89.39896083724162, 'street_length_total': 2048346.2929999928, 'street_length_avg': 88.38984607750034, 'street_segments_count': 23174, 'node_density_km': 95.4815508745228, 'intersection_density_km': 68.32249234263021, 'edge_density_km': 20247.93079629285, 'street_density_km': 10612.582385572683, 'circuity_avg': 1.0952143697821852, 'self_loop_proportion': 0.002013039002630676, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0952143697821852\n", - "2397\n", - "5997344.329678686\n", - "{'n': 326, 'm': 770, 'k_avg': 4.723926380368098, 'intersection_count': 240, 'streets_per_node_avg': 2.539877300613497, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 218, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26380368098159507, 2: 0.0, 3: 0.6687116564417178, 4: 0.06748466257668712}, 'edge_length_total': 81481.15, 'edge_length_avg': 105.81967532467532, 'street_length_total': 41636.46000000001, 'street_length_avg': 105.14257575757577, 'street_segments_count': 396, 'node_density_km': 54.35739255235755, 'intersection_density_km': 40.017712308484086, 'edge_density_km': 13586.205080268492, 'street_density_km': 6942.48282426544, 'circuity_avg': 1.0617048876213258, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0617048876213258\n", - "2398\n", - "5996112.822612738\n", - "{'n': 377, 'm': 895, 'k_avg': 4.748010610079576, 'intersection_count': 271, 'streets_per_node_avg': 2.480106100795756, 'streets_per_node_counts': {0: 0, 1: 106, 2: 0, 3: 255, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28116710875331563, 2: 0.0, 3: 0.6763925729442971, 4: 0.042440318302387266}, 'edge_length_total': 92988.682, 'edge_length_avg': 103.8979687150838, 'street_length_total': 46793.190999999955, 'street_length_avg': 103.52475884955743, 'street_segments_count': 452, 'node_density_km': 62.87406710865166, 'intersection_density_km': 45.19594744415013, 'edge_density_km': 15508.16082868188, 'street_density_km': 7803.921037564859, 'circuity_avg': 1.0965495967339096, 'self_loop_proportion': 0.0022346368715083797, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0965495967339096\n", - "2399\n", - "86920612.88816078\n", - "error with entry 2399\n", - "2400\n", - "24981929.396394204\n", - "{'n': 911, 'm': 2419, 'k_avg': 5.310647639956092, 'intersection_count': 784, 'streets_per_node_avg': 2.828759604829857, 'streets_per_node_counts': {0: 0, 1: 127, 2: 5, 3: 680, 4: 96, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1394072447859495, 2: 0.005488474204171241, 3: 0.7464324917672887, 4: 0.10537870472008781, 5: 0.0021953896816684962, 6: 0.0010976948408342481}, 'edge_length_total': 212267.97700000025, 'edge_length_avg': 87.75030053741226, 'street_length_total': 110204.73000000001, 'street_length_avg': 85.76243579766538, 'street_segments_count': 1285, 'node_density_km': 36.46635876456725, 'intersection_density_km': 31.38268416182297, 'edge_density_km': 8496.860816148099, 'street_density_km': 4411.377850419613, 'circuity_avg': 1.072060781234954, 'self_loop_proportion': 0.0024803637866887144, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072060781234954\n", - "2401\n", - "11000944.872203937\n", - "{'n': 466, 'm': 1286, 'k_avg': 5.51931330472103, 'intersection_count': 389, 'streets_per_node_avg': 2.8261802575107295, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 319, 4: 67, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16523605150214593, 2: 0.0, 3: 0.6845493562231759, 4: 0.14377682403433475, 5: 0.006437768240343348}, 'edge_length_total': 152696.45500000005, 'edge_length_avg': 118.73752332814934, 'street_length_total': 76438.58100000003, 'street_length_avg': 118.1430927357033, 'street_segments_count': 647, 'node_density_km': 42.359997746870015, 'intersection_density_km': 35.360598977537414, 'edge_density_km': 13880.303626083778, 'street_density_km': 6948.365062090006, 'circuity_avg': 1.023704423541388, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023704423541388\n", - "2402\n", - "16004603.153681315\n", - "{'n': 467, 'm': 1394, 'k_avg': 5.970021413276231, 'intersection_count': 430, 'streets_per_node_avg': 3.1177730192719486, 'streets_per_node_counts': {0: 0, 1: 37, 2: 1, 3: 300, 4: 128, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07922912205567452, 2: 0.0021413276231263384, 3: 0.6423982869379015, 4: 0.2740899357601713, 5: 0.0021413276231263384}, 'edge_length_total': 242481.87600000022, 'edge_length_avg': 173.94682639885238, 'street_length_total': 121282.93800000002, 'street_length_avg': 173.7577908309456, 'street_segments_count': 698, 'node_density_km': 29.17910525588899, 'intersection_density_km': 26.86727036409479, 'edge_density_km': 15150.758420662589, 'street_density_km': 7578.003455343596, 'circuity_avg': 1.0235819318073318, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0235819318073318\n", - "2403\n", - "14994667.552016495\n", - "{'n': 545, 'm': 1527, 'k_avg': 5.603669724770643, 'intersection_count': 477, 'streets_per_node_avg': 2.9669724770642203, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 360, 4: 116, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12477064220183487, 2: 0.0, 3: 0.6605504587155964, 4: 0.21284403669724772, 5: 0.001834862385321101}, 'edge_length_total': 192753.41799999966, 'edge_length_avg': 126.23013621480004, 'street_length_total': 98466.28499999996, 'street_length_avg': 124.1693379571248, 'street_segments_count': 793, 'node_density_km': 36.34625430069691, 'intersection_density_km': 31.81130880996776, 'edge_density_km': 12854.79770267251, 'street_density_km': 6566.753458082379, 'circuity_avg': 1.032379469023614, 'self_loop_proportion': 0.0013097576948264572, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.032379469023614\n", - "2404\n", - "18994414.469753295\n", - "{'n': 1228, 'm': 3373, 'k_avg': 5.493485342019544, 'intersection_count': 1050, 'streets_per_node_avg': 2.8713355048859937, 'streets_per_node_counts': {0: 0, 1: 178, 2: 0, 3: 859, 4: 185, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1449511400651466, 2: 0.0, 3: 0.6995114006514658, 4: 0.15065146579804561, 5: 0.004071661237785016, 6: 0.0008143322475570033}, 'edge_length_total': 340581.57000000007, 'edge_length_avg': 100.97289356655799, 'street_length_total': 174143.39600000007, 'street_length_avg': 100.77742824074078, 'street_segments_count': 1728, 'node_density_km': 64.65058462083509, 'intersection_density_km': 55.27940867416682, 'edge_density_km': 17930.616947542243, 'street_density_km': 9168.137100372638, 'circuity_avg': 1.0661781548008982, 'self_loop_proportion': 0.0035576638007708272, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0661781548008982\n", - "2405\n", - "5995934.4776210105\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 65, 'm': 190, 'k_avg': 5.846153846153846, 'intersection_count': 50, 'streets_per_node_avg': 3.076923076923077, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 15, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.23076923076923078, 4: 0.5384615384615384}, 'edge_length_total': 40065.84600000001, 'edge_length_avg': 210.8728736842106, 'street_length_total': 20032.922999999995, 'street_length_avg': 210.87287368421048, 'street_segments_count': 95, 'node_density_km': 10.840678837069257, 'intersection_density_km': 8.338983720822506, 'edge_density_km': 6682.168751099633, 'street_density_km': 3341.0843755498145, 'circuity_avg': 1.0085081409030243, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0085081409030243\n", - "2406\n", - "9989041.907360936\n", - "{'n': 199, 'm': 564, 'k_avg': 5.668341708542713, 'intersection_count': 178, 'streets_per_node_avg': 3.030150753768844, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 130, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10552763819095477, 2: 0.0, 3: 0.6532663316582915, 4: 0.24120603015075376}, 'edge_length_total': 121870.52600000007, 'edge_length_avg': 216.08249290780154, 'street_length_total': 60935.26299999997, 'street_length_avg': 216.0824929078013, 'street_segments_count': 282, 'node_density_km': 19.921830526444854, 'intersection_density_km': 17.819526802548662, 'edge_density_km': 12200.421935380366, 'street_density_km': 6100.2109676901755, 'circuity_avg': 1.0270080355826663, 'self_loop_proportion': 0.0035460992907801418, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0270080355826663\n", - "2407\n", - "9989212.07502179\n", - "{'n': 1070, 'm': 2564, 'k_avg': 4.792523364485981, 'intersection_count': 778, 'streets_per_node_avg': 2.5448598130841122, 'streets_per_node_counts': {0: 0, 1: 292, 2: 1, 3: 682, 4: 92, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27289719626168224, 2: 0.0009345794392523365, 3: 0.6373831775700934, 4: 0.08598130841121496, 5: 0.002803738317757009}, 'edge_length_total': 193018.5419999997, 'edge_length_avg': 75.28024258970346, 'street_length_total': 99449.43899999994, 'street_length_avg': 74.1053941877794, 'street_segments_count': 1342, 'node_density_km': 107.11555545762762, 'intersection_density_km': 77.88402069722831, 'edge_density_km': 19322.69938313214, 'street_density_km': 9955.684017228457, 'circuity_avg': 1.0700966584239742, 'self_loop_proportion': 0.0015600624024961, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0700966584239742\n", - "2408\n", - "14998143.68449353\n", - "{'n': 449, 'm': 1282, 'k_avg': 5.710467706013363, 'intersection_count': 378, 'streets_per_node_avg': 2.9465478841870825, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 262, 4: 114, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15812917594654788, 2: 0.0, 3: 0.5835189309576837, 4: 0.25389755011135856, 5: 0.004454342984409799}, 'edge_length_total': 182565.81400000007, 'edge_length_avg': 142.40703120124812, 'street_length_total': 91481.02399999999, 'street_length_avg': 141.3926182380216, 'street_segments_count': 647, 'node_density_km': 29.937038172545165, 'intersection_density_km': 25.20311899604025, 'edge_density_km': 12172.56067420887, 'street_density_km': 6099.489771829666, 'circuity_avg': 1.0496633691259567, 'self_loop_proportion': 0.0046801872074883, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0496633691259567\n", - "2409\n", - "9990297.18537424\n", - "{'n': 415, 'm': 997, 'k_avg': 4.804819277108434, 'intersection_count': 293, 'streets_per_node_avg': 2.508433734939759, 'streets_per_node_counts': {0: 0, 1: 122, 2: 0, 3: 256, 4: 35, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29397590361445786, 2: 0.0, 3: 0.6168674698795181, 4: 0.08433734939759036, 5: 0.0024096385542168677, 6: 0.0024096385542168677}, 'edge_length_total': 117979.61099999984, 'edge_length_avg': 118.33461484453345, 'street_length_total': 59519.104999999996, 'street_length_avg': 117.16359251968503, 'street_segments_count': 508, 'node_density_km': 41.540305788656475, 'intersection_density_km': 29.328456858015297, 'edge_density_km': 11809.419560883694, 'street_density_km': 5957.691137270247, 'circuity_avg': 1.0872192676302526, 'self_loop_proportion': 0.004012036108324975, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0872192676302526\n", - "2410\n", - "10989529.673540799\n", - "{'n': 94, 'm': 246, 'k_avg': 5.23404255319149, 'intersection_count': 80, 'streets_per_node_avg': 2.8404255319148937, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 67, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14893617021276595, 2: 0.0, 3: 0.7127659574468085, 4: 0.13829787234042554}, 'edge_length_total': 76947.99299999994, 'edge_length_avg': 312.7967195121949, 'street_length_total': 38712.729000000014, 'street_length_avg': 300.0986744186048, 'street_segments_count': 129, 'node_density_km': 8.553596267756692, 'intersection_density_km': 7.279656398090802, 'edge_density_km': 7001.936869533698, 'street_density_km': 3522.692066905068, 'circuity_avg': 1.0246360591659054, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0246360591659054\n", - "2411\n", - "13990418.559755526\n", - "{'n': 1800, 'm': 4382, 'k_avg': 4.868888888888889, 'intersection_count': 1225, 'streets_per_node_avg': 2.5016666666666665, 'streets_per_node_counts': {0: 0, 1: 575, 2: 1, 3: 975, 4: 245, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3194444444444444, 2: 0.0005555555555555556, 3: 0.5416666666666666, 4: 0.1361111111111111, 5: 0.0016666666666666668, 6: 0.0005555555555555556}, 'edge_length_total': 300881.26299999957, 'edge_length_avg': 68.662999315381, 'street_length_total': 151720.92299999984, 'street_length_avg': 68.34275810810803, 'street_segments_count': 2220, 'node_density_km': 128.65948165252416, 'intersection_density_km': 87.5599250135234, 'edge_density_km': 21506.23740918708, 'street_density_km': 10844.63072723473, 'circuity_avg': 1.0809819382683221, 'self_loop_proportion': 0.003194888178913738, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0809819382683221\n", - "2412\n", - "7991074.820535215\n", - "{'n': 340, 'm': 1023, 'k_avg': 6.017647058823529, 'intersection_count': 304, 'streets_per_node_avg': 3.0617647058823527, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 217, 4: 82, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10588235294117647, 2: 0.0, 3: 0.638235294117647, 4: 0.2411764705882353, 5: 0.011764705882352941, 6: 0.0029411764705882353}, 'edge_length_total': 126465.4950000001, 'edge_length_avg': 123.62218475073324, 'street_length_total': 63398.76499999999, 'street_length_avg': 123.58433723196879, 'street_segments_count': 513, 'node_density_km': 42.547467973429384, 'intersection_density_km': 38.04244195271333, 'edge_density_km': 15825.84293604823, 'street_density_km': 7933.696833507281, 'circuity_avg': 1.038726321387362, 'self_loop_proportion': 0.005865102639296188, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038726321387362\n", - "2413\n", - "6997729.836995441\n", - "{'n': 747, 'm': 1837, 'k_avg': 4.918340026773762, 'intersection_count': 559, 'streets_per_node_avg': 2.572958500669344, 'streets_per_node_counts': {0: 0, 1: 188, 2: 2, 3: 499, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25167336010709507, 2: 0.002677376171352075, 3: 0.6680053547523427, 4: 0.07630522088353414, 5: 0.0013386880856760374}, 'edge_length_total': 126799.96200000022, 'edge_length_avg': 69.02556450734906, 'street_length_total': 64566.52600000001, 'street_length_avg': 68.0363814541623, 'street_segments_count': 949, 'node_density_km': 106.7489053450988, 'intersection_density_km': 79.88304964914356, 'edge_density_km': 18120.15681566285, 'street_density_km': 9226.781756942253, 'circuity_avg': 1.0649635853761317, 'self_loop_proportion': 0.00326619488296135, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0649635853761317\n", - "2414\n", - "6993343.876705381\n", - "{'n': 389, 'm': 1066, 'k_avg': 5.480719794344473, 'intersection_count': 328, 'streets_per_node_avg': 2.930591259640103, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 235, 4: 91, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15681233933161953, 2: 0.0, 3: 0.6041131105398457, 4: 0.23393316195372751, 5: 0.005141388174807198}, 'edge_length_total': 115467.48500000013, 'edge_length_avg': 108.31846622889319, 'street_length_total': 60920.85599999995, 'street_length_avg': 108.59332620320846, 'street_segments_count': 561, 'node_density_km': 55.62432033347414, 'intersection_density_km': 46.901740538250685, 'edge_density_km': 16511.054945348656, 'street_density_km': 8711.26274841503, 'circuity_avg': 1.0600496548344647, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0600496548344647\n", - "2415\n", - "27972479.917545848\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1959, 'm': 4757, 'k_avg': 4.856559469116896, 'intersection_count': 1523, 'streets_per_node_avg': 2.6426748340990303, 'streets_per_node_counts': {0: 0, 1: 436, 2: 8, 3: 1342, 4: 166, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22256253190403266, 2: 0.00408371618172537, 3: 0.6850433894844309, 4: 0.08473711077080143, 5: 0.0035732516590096988}, 'edge_length_total': 404995.43599999923, 'edge_length_avg': 85.13673239436604, 'street_length_total': 211269.36000000034, 'street_length_avg': 82.3020490845346, 'street_segments_count': 2567, 'node_density_km': 70.03311847124465, 'intersection_density_km': 54.44637030714936, 'edge_density_km': 14478.352909495317, 'street_density_km': 7552.757589700897, 'circuity_avg': 1.1119490700748607, 'self_loop_proportion': 0.006306495690561278, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1119490700748607\n", - "2416\n", - "5993489.4382966105\n", - "{'n': 259, 'm': 576, 'k_avg': 4.447876447876448, 'intersection_count': 168, 'streets_per_node_avg': 2.328185328185328, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 160, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35135135135135137, 2: 0.0, 3: 0.6177606177606177, 4: 0.03088803088803089}, 'edge_length_total': 71041.63399999996, 'edge_length_avg': 123.33617013888882, 'street_length_total': 35520.817, 'street_length_avg': 123.3361701388889, 'street_segments_count': 288, 'node_density_km': 43.21355742200315, 'intersection_density_km': 28.030415625083126, 'edge_density_km': 11853.134093482355, 'street_density_km': 5926.567046741181, 'circuity_avg': 1.0791131350631677, 'self_loop_proportion': 0.003472222222222222, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0791131350631677\n", - "2417\n", - "45949443.14659558\n", - "error with entry 2417\n", - "2418\n", - "13987749.228261579\n", - "{'n': 241, 'm': 632, 'k_avg': 5.244813278008299, 'intersection_count': 190, 'streets_per_node_avg': 2.79253112033195, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 139, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21161825726141079, 2: 0.0, 3: 0.5767634854771784, 4: 0.2074688796680498, 5: 0.004149377593360996}, 'edge_length_total': 136663.997, 'edge_length_avg': 216.24050158227848, 'street_length_total': 69718.29500000004, 'street_length_avg': 211.90971124620074, 'street_segments_count': 329, 'node_density_km': 17.229362356101653, 'intersection_density_km': 13.583314720578066, 'edge_density_km': 9770.263590648088, 'street_density_km': 4984.239698774236, 'circuity_avg': 1.0473797776524407, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473797776524407\n", - "2419\n", - "9995205.587458894\n", - "{'n': 904, 'm': 2198, 'k_avg': 4.8628318584070795, 'intersection_count': 662, 'streets_per_node_avg': 2.5320796460176993, 'streets_per_node_counts': {0: 0, 1: 242, 2: 0, 3: 604, 4: 57, 5: 0, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2676991150442478, 2: 0.0, 3: 0.668141592920354, 4: 0.06305309734513274, 5: 0.0, 6: 0.0, 7: 0.0011061946902654867}, 'edge_length_total': 179949.37200000003, 'edge_length_avg': 81.86959599636035, 'street_length_total': 91022.81599999995, 'street_length_avg': 80.90916977777773, 'street_segments_count': 1125, 'node_density_km': 90.44336227903703, 'intersection_density_km': 66.23175423531252, 'edge_density_km': 18003.568853629655, 'street_density_km': 9106.64770259527, 'circuity_avg': 1.10510346027647, 'self_loop_proportion': 0.00272975432211101, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.10510346027647\n", - "2420\n", - "11995053.09429385\n", - "{'n': 538, 'm': 1454, 'k_avg': 5.405204460966543, 'intersection_count': 440, 'streets_per_node_avg': 2.775092936802974, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 365, 4: 75}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1821561338289963, 2: 0.0, 3: 0.6784386617100372, 4: 0.13940520446096655}, 'edge_length_total': 191918.44199999978, 'edge_length_avg': 131.99342640990355, 'street_length_total': 95959.22099999999, 'street_length_avg': 131.9934264099037, 'street_segments_count': 727, 'node_density_km': 44.851823144987264, 'intersection_density_km': 36.681788445714496, 'edge_density_km': 15999.79929153436, 'street_density_km': 7999.899645767189, 'circuity_avg': 1.0341620953465118, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0341620953465118\n", - "2421\n", - "3000353.6142362454\n", - "{'n': 199, 'm': 481, 'k_avg': 4.834170854271357, 'intersection_count': 149, 'streets_per_node_avg': 2.5527638190954773, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 139, 4: 9, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25125628140703515, 2: 0.0, 3: 0.6984924623115578, 4: 0.04522613065326633, 5: 0.005025125628140704}, 'edge_length_total': 42096.43699999997, 'edge_length_avg': 87.51858004157998, 'street_length_total': 21310.826000000005, 'street_length_avg': 86.98296326530614, 'street_segments_count': 245, 'node_density_km': 66.32551545117005, 'intersection_density_km': 49.660813076504205, 'edge_density_km': 14030.49187277741, 'street_density_km': 7102.771452965812, 'circuity_avg': 1.1427750589776366, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1427750589776366\n", - "2422\n", - "8992998.57387445\n", - "{'n': 426, 'm': 1381, 'k_avg': 6.483568075117371, 'intersection_count': 385, 'streets_per_node_avg': 3.300469483568075, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 178, 4: 204, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09624413145539906, 2: 0.0, 3: 0.41784037558685444, 4: 0.4788732394366197, 5: 0.007042253521126761}, 'edge_length_total': 154595.7099999996, 'edge_length_avg': 111.94475742215758, 'street_length_total': 77458.77499999997, 'street_length_avg': 111.45147482014383, 'street_segments_count': 695, 'node_density_km': 47.37018431622708, 'intersection_density_km': 42.81108206982964, 'edge_density_km': 17190.674359619654, 'street_density_km': 8613.231100138875, 'circuity_avg': 1.0136516729939709, 'self_loop_proportion': 0.001448225923244026, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0136516729939709\n", - "2423\n", - "134849946.18189234\n", - "error with entry 2423\n", - "2424\n", - "7001862.51510961\n", - "{'n': 390, 'm': 919, 'k_avg': 4.712820512820513, 'intersection_count': 282, 'streets_per_node_avg': 2.5025641025641026, 'streets_per_node_counts': {0: 0, 1: 108, 2: 1, 3: 259, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27692307692307694, 2: 0.002564102564102564, 3: 0.6641025641025641, 4: 0.05384615384615385, 5: 0.002564102564102564}, 'edge_length_total': 92230.49999999993, 'edge_length_avg': 100.3596300326441, 'street_length_total': 46645.343999999975, 'street_length_avg': 98.40789873417717, 'street_segments_count': 474, 'node_density_km': 55.69946555768594, 'intersection_density_km': 40.27499817248061, 'edge_density_km': 13172.280918251665, 'street_density_km': 6661.848029626695, 'circuity_avg': 1.1543506017538625, 'self_loop_proportion': 0.006528835690968444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1543506017538625\n", - "2425\n", - "3995904.5144140655\n", - "{'n': 422, 'm': 1021, 'k_avg': 4.838862559241706, 'intersection_count': 322, 'streets_per_node_avg': 2.6137440758293837, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 286, 4: 35, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23696682464454977, 2: 0.0, 3: 0.6777251184834123, 4: 0.08293838862559241, 5: 0.002369668246445498}, 'edge_length_total': 87239.37600000012, 'edge_length_avg': 85.44503036238993, 'street_length_total': 44730.09300000004, 'street_length_avg': 85.20017714285721, 'street_segments_count': 525, 'node_density_km': 105.60812914266532, 'intersection_density_km': 80.58250612307639, 'edge_density_km': 21832.197362401777, 'street_density_km': 11193.98445049155, 'circuity_avg': 1.09058244645449, 'self_loop_proportion': 0.005876591576885406, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.09058244645449\n", - "2426\n", - "6996170.893172171\n", - "{'n': 276, 'm': 808, 'k_avg': 5.855072463768116, 'intersection_count': 239, 'streets_per_node_avg': 3.0144927536231885, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 162, 4: 76, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13405797101449277, 2: 0.0, 3: 0.5869565217391305, 4: 0.2753623188405797, 5: 0.0036231884057971015}, 'edge_length_total': 98609.6390000001, 'edge_length_avg': 122.04163242574269, 'street_length_total': 49473.25299999996, 'street_length_avg': 121.55590417690408, 'street_segments_count': 407, 'node_density_km': 39.45015126336592, 'intersection_density_km': 34.161544028784256, 'edge_density_km': 14094.801357159098, 'street_density_km': 7071.4757765969935, 'circuity_avg': 1.0403838170069954, 'self_loop_proportion': 0.0049504950495049506, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0403838170069954\n", - "2427\n", - "7992601.85258002\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 11, 'm': 22, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.090909090909091, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.45454545454545453, 2: 0.0, 3: 0.5454545454545454}, 'edge_length_total': 2321.378, 'edge_length_avg': 105.51718181818183, 'street_length_total': 1160.689, 'street_length_avg': 105.51718181818183, 'street_segments_count': 11, 'node_density_km': 1.3762727335716327, 'intersection_density_km': 0.7506942183117996, 'edge_density_km': 290.4408405193682, 'street_density_km': 145.2204202596841, 'circuity_avg': 1.1416776353217797, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1416776353217797\n", - "2428\n", - "26975660.69660096\n", - "{'n': 374, 'm': 1008, 'k_avg': 5.390374331550802, 'intersection_count': 300, 'streets_per_node_avg': 2.7807486631016043, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 234, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19786096256684493, 2: 0.0, 3: 0.6256684491978609, 4: 0.17647058823529413}, 'edge_length_total': 171262.85200000007, 'edge_length_avg': 169.90362301587308, 'street_length_total': 86378.98000000001, 'street_length_avg': 169.37054901960786, 'street_segments_count': 510, 'node_density_km': 13.864349948882827, 'intersection_density_km': 11.121136322633285, 'edge_density_km': 6348.791746983231, 'street_density_km': 3202.108039966714, 'circuity_avg': 1.0466755556036922, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0466755556036922\n", - "2429\n", - "22974508.182002272\n", - "{'n': 1494, 'm': 3454, 'k_avg': 4.623828647925033, 'intersection_count': 1016, 'streets_per_node_avg': 2.4357429718875503, 'streets_per_node_counts': {0: 0, 1: 478, 2: 0, 3: 909, 4: 101, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31994645247657294, 2: 0.0, 3: 0.608433734939759, 4: 0.06760374832663989, 5: 0.004016064257028112}, 'edge_length_total': 339315.51199999946, 'edge_length_avg': 98.23842269832063, 'street_length_total': 172293.43799999997, 'street_length_avg': 96.41490654728594, 'street_segments_count': 1787, 'node_density_km': 65.02859552703579, 'intersection_density_km': 44.222927078626746, 'edge_density_km': 14769.217661242987, 'street_density_km': 7499.330851181001, 'circuity_avg': 1.0760753217377168, 'self_loop_proportion': 0.0023161551823972205, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0760753217377168\n", - "2430\n", - "10992350.920533238\n", - "{'n': 627, 'm': 1624, 'k_avg': 5.180223285486443, 'intersection_count': 503, 'streets_per_node_avg': 2.696969696969697, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 448, 4: 52, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19776714513556617, 2: 0.0, 3: 0.7145135566188198, 4: 0.08293460925039872, 5: 0.004784688995215311}, 'edge_length_total': 134220.48200000002, 'edge_length_avg': 82.6480800492611, 'street_length_total': 68704.89399999999, 'street_length_avg': 81.88902741358758, 'street_segments_count': 839, 'node_density_km': 57.03966372005019, 'intersection_density_km': 45.75909226664314, 'edge_density_km': 12210.35272348174, 'street_density_km': 6250.245693272238, 'circuity_avg': 1.0763007342787356, 'self_loop_proportion': 0.003694581280788177, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0763007342787356\n", - "2431\n", - "8989570.809634786\n", - "{'n': 447, 'm': 1180, 'k_avg': 5.279642058165548, 'intersection_count': 378, 'streets_per_node_avg': 2.8568232662192394, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 305, 4: 72, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15436241610738255, 2: 0.0, 3: 0.6823266219239373, 4: 0.1610738255033557, 5: 0.0022371364653243847}, 'edge_length_total': 132800.0169999997, 'edge_length_avg': 112.54238728813534, 'street_length_total': 67471.01799999998, 'street_length_avg': 109.1764045307443, 'street_segments_count': 618, 'node_density_km': 49.72428711734682, 'intersection_density_km': 42.048726018695966, 'edge_density_km': 14772.676005585063, 'street_density_km': 7505.47711662567, 'circuity_avg': 1.0660947321777774, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0660947321777774\n", - "2432\n", - "17001225.505974222\n", - "{'n': 441, 'm': 1238, 'k_avg': 5.6145124716553285, 'intersection_count': 368, 'streets_per_node_avg': 2.9365079365079363, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 252, 4: 114, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1655328798185941, 2: 0.0, 3: 0.5714285714285714, 4: 0.2585034013605442, 5: 0.0045351473922902496}, 'edge_length_total': 224322.98200000002, 'edge_length_avg': 181.19788529886915, 'street_length_total': 114448.90999999993, 'street_length_avg': 183.1182559999999, 'street_segments_count': 625, 'node_density_km': 25.939306542639105, 'intersection_density_km': 21.645498430138755, 'edge_density_km': 13194.5183552311, 'street_density_km': 6731.803537326332, 'circuity_avg': 1.0312451964828182, 'self_loop_proportion': 0.0016155088852988692, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0312451964828182\n", - "2433\n", - "6993100.741731396\n", - "{'n': 201, 'm': 598, 'k_avg': 5.9502487562189055, 'intersection_count': 176, 'streets_per_node_avg': 3.0398009950248754, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 118, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12437810945273632, 2: 0.0, 3: 0.5870646766169154, 4: 0.2885572139303483}, 'edge_length_total': 94665.07399999992, 'edge_length_avg': 158.30279933110356, 'street_length_total': 47332.537000000004, 'street_length_avg': 158.3027993311037, 'street_segments_count': 299, 'node_density_km': 28.742614674564972, 'intersection_density_km': 25.167662600614104, 'edge_density_km': 13536.924105080481, 'street_density_km': 6768.462052540247, 'circuity_avg': 1.0447824556948373, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0447824556948373\n", - "2434\n", - "14984360.8688933\n", - "{'n': 537, 'm': 1166, 'k_avg': 4.342644320297952, 'intersection_count': 349, 'streets_per_node_avg': 2.35195530726257, 'streets_per_node_counts': {0: 0, 1: 188, 2: 0, 3: 321, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3500931098696462, 2: 0.0, 3: 0.5977653631284916, 4: 0.0521415270018622}, 'edge_length_total': 142034.986, 'edge_length_avg': 121.81388164665523, 'street_length_total': 72694.46600000004, 'street_length_avg': 119.171255737705, 'street_segments_count': 610, 'node_density_km': 35.83736434930516, 'intersection_density_km': 23.290950014725325, 'edge_density_km': 9478.881831714074, 'street_density_km': 4851.355799292695, 'circuity_avg': 1.1429653247107614, 'self_loop_proportion': 0.003430531732418525, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1429653247107614\n", - "2435\n", - "13988755.020948347\n", - "{'n': 589, 'm': 1494, 'k_avg': 5.073005093378608, 'intersection_count': 460, 'streets_per_node_avg': 2.6893039049235994, 'streets_per_node_counts': {0: 0, 1: 129, 2: 0, 3: 388, 4: 69, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21901528013582344, 2: 0.0, 3: 0.6587436332767402, 4: 0.11714770797962648, 5: 0.0050933786078098476}, 'edge_length_total': 155566.926, 'edge_length_avg': 104.1277951807229, 'street_length_total': 79067.87599999984, 'street_length_avg': 101.62966066838027, 'street_segments_count': 778, 'node_density_km': 42.10524804515946, 'intersection_density_km': 32.883555349360535, 'edge_density_km': 11120.85569924103, 'street_density_km': 5652.245384352978, 'circuity_avg': 1.1510193215378504, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1510193215378504\n", - "2436\n", - "38955981.11440748\n", - "{'n': 2578, 'm': 6688, 'k_avg': 5.188518231186967, 'intersection_count': 2122, 'streets_per_node_avg': 2.8421256788207914, 'streets_per_node_counts': {0: 0, 1: 456, 2: 0, 3: 1628, 4: 484, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1768813033359193, 2: 0.0, 3: 0.6314972847168348, 4: 0.18774243599689683, 5: 0.0034910783553141972, 6: 0.0003878975950349108}, 'edge_length_total': 612393.1579999988, 'edge_length_avg': 91.56596261961704, 'street_length_total': 321504.51800000016, 'street_length_avg': 88.4225847084709, 'street_segments_count': 3636, 'node_density_km': 66.17725767010788, 'intersection_density_km': 54.47173808222223, 'edge_density_km': 15720.131812403803, 'street_density_km': 8253.020686497226, 'circuity_avg': 1.0578478146811083, 'self_loop_proportion': 0.0011961722488038277, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0578478146811083\n", - "2437\n", - "5999893.430976666\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 84, 'm': 228, 'k_avg': 5.428571428571429, 'intersection_count': 64, 'streets_per_node_avg': 2.761904761904762, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 44, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23809523809523808, 2: 0.0, 3: 0.5238095238095238, 4: 0.23809523809523808}, 'edge_length_total': 47256.81800000001, 'edge_length_avg': 207.26674561403513, 'street_length_total': 23628.408999999996, 'street_length_avg': 207.26674561403505, 'street_segments_count': 114, 'node_density_km': 14.000248665471121, 'intersection_density_km': 10.666856126073235, 'edge_density_km': 7876.276227844187, 'street_density_km': 3938.1381139220925, 'circuity_avg': 1.0327445495083365, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0327445495083365\n", - "2438\n", - "12988144.213217728\n", - "{'n': 809, 'm': 2032, 'k_avg': 5.023485784919654, 'intersection_count': 604, 'streets_per_node_avg': 2.594561186650185, 'streets_per_node_counts': {0: 0, 1: 205, 2: 0, 3: 524, 4: 78, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25339925834363414, 2: 0.0, 3: 0.6477132262051916, 4: 0.09641532756489493, 5: 0.002472187886279357}, 'edge_length_total': 197923.14599999998, 'edge_length_avg': 97.40312303149605, 'street_length_total': 99769.78499999989, 'street_length_avg': 96.86386893203873, 'street_segments_count': 1030, 'node_density_km': 62.28757447709118, 'intersection_density_km': 46.5039493005724, 'edge_density_km': 15238.754879128788, 'street_density_km': 7681.604343326164, 'circuity_avg': 1.0595006856841451, 'self_loop_proportion': 0.000984251968503937, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0595006856841451\n", - "2439\n", - "16980589.147273947\n", - "{'n': 1894, 'm': 5001, 'k_avg': 5.280887011615628, 'intersection_count': 1614, 'streets_per_node_avg': 2.8986272439281944, 'streets_per_node_counts': {0: 0, 1: 280, 2: 6, 3: 1247, 4: 349, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14783526927138332, 2: 0.0031678986272439284, 3: 0.6583949313621964, 4: 0.1842661034846885, 5: 0.005807814149947202, 6: 0.0005279831045406547}, 'edge_length_total': 354455.25499999925, 'edge_length_avg': 70.87687562487487, 'street_length_total': 192011.36999999988, 'street_length_avg': 70.8006526548672, 'street_segments_count': 2712, 'node_density_km': 111.53912173324456, 'intersection_density_km': 95.04970563751674, 'edge_density_km': 20874.143525043906, 'street_density_km': 11307.697768002665, 'circuity_avg': 1.0625892643100885, 'self_loop_proportion': 0.0033993201359728054, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0625892643100885\n", - "2440\n", - "26972349.3147945\n", - "{'n': 4703, 'm': 11869, 'k_avg': 5.047416542632362, 'intersection_count': 3709, 'streets_per_node_avg': 2.6993408462683393, 'streets_per_node_counts': {0: 0, 1: 994, 2: 4, 3: 3160, 4: 520, 5: 17, 6: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2113544546034446, 2: 0.0008505209440782479, 3: 0.6719115458218159, 4: 0.11056772273017224, 5: 0.0036147140123325536, 6: 0.0017010418881564958}, 'edge_length_total': 757975.6769999987, 'edge_length_avg': 63.86179770831568, 'street_length_total': 407590.4559999999, 'street_length_avg': 64.58413183330691, 'street_segments_count': 6311, 'node_density_km': 174.36375100704987, 'intersection_density_km': 137.511195510344, 'edge_density_km': 28101.952416293392, 'street_density_km': 15111.418410128406, 'circuity_avg': 1.1298474633119928, 'self_loop_proportion': 0.01701912545286039, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1298474633119928\n", - "2441\n", - "21004139.116662256\n", - "error with entry 2441\n", - "2442\n", - "12985940.295400968\n", - "{'n': 243, 'm': 624, 'k_avg': 5.135802469135802, 'intersection_count': 199, 'streets_per_node_avg': 2.7901234567901234, 'streets_per_node_counts': {0: 0, 1: 44, 2: 2, 3: 158, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18106995884773663, 2: 0.00823045267489712, 3: 0.6502057613168725, 4: 0.16049382716049382}, 'edge_length_total': 122793.94999999982, 'edge_length_avg': 196.785176282051, 'street_length_total': 63611.634, 'street_length_avg': 195.7281046153846, 'street_segments_count': 325, 'node_density_km': 18.712545604884664, 'intersection_density_km': 15.324265742271802, 'edge_density_km': 9455.915182629315, 'street_density_km': 4898.500420684081, 'circuity_avg': 1.095371891593587, 'self_loop_proportion': 0.003205128205128205, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.095371891593587\n", - "2443\n", - "14004044.819861947\n", - "{'n': 143, 'm': 406, 'k_avg': 5.678321678321678, 'intersection_count': 120, 'streets_per_node_avg': 2.895104895104895, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 89, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16083916083916083, 2: 0.0, 3: 0.6223776223776224, 4: 0.21678321678321677}, 'edge_length_total': 104949.43800000011, 'edge_length_avg': 258.4961527093599, 'street_length_total': 52474.71899999995, 'street_length_avg': 258.49615270935936, 'street_segments_count': 203, 'node_density_km': 10.211335499096876, 'intersection_density_km': 8.568952866375001, 'edge_density_km': 7494.223229787886, 'street_density_km': 3747.1116148939354, 'circuity_avg': 1.0455891292629547, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0455891292629547\n", - "2444\n", - "8992286.345976742\n", - "{'n': 251, 'm': 536, 'k_avg': 4.270916334661354, 'intersection_count': 171, 'streets_per_node_avg': 2.402390438247012, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 161, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3187250996015936, 2: 0.0, 3: 0.6414342629482072, 4: 0.0398406374501992}, 'edge_length_total': 70820.64500000012, 'edge_length_avg': 132.12806902985096, 'street_length_total': 37073.441999999995, 'street_length_avg': 129.62741958041957, 'street_segments_count': 286, 'node_density_km': 27.912812197345165, 'intersection_density_km': 19.01629834958575, 'edge_density_km': 7875.710611871933, 'street_density_km': 4122.804876713818, 'circuity_avg': 1.1241617860442443, 'self_loop_proportion': 0.011194029850746268, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1241617860442443\n", - "2445\n", - "4994128.8928434625\n", - "{'n': 63, 'm': 172, 'k_avg': 5.4603174603174605, 'intersection_count': 54, 'streets_per_node_avg': 2.873015873015873, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 44, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.6984126984126984, 4: 0.15873015873015872}, 'edge_length_total': 29111.392000000007, 'edge_length_avg': 169.2522790697675, 'street_length_total': 14555.695999999996, 'street_length_avg': 169.2522790697674, 'street_segments_count': 86, 'node_density_km': 12.614812583287224, 'intersection_density_km': 10.812696499960477, 'edge_density_km': 5829.123081247732, 'street_density_km': 2914.5615406238644, 'circuity_avg': 1.0491144098787815, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0491144098787815\n", - "2446\n", - "6001176.914852388\n", - "{'n': 58, 'm': 160, 'k_avg': 5.517241379310345, 'intersection_count': 48, 'streets_per_node_avg': 2.9827586206896552, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 29, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1724137931034483, 2: 0.0, 3: 0.5, 4: 0.3275862068965517}, 'edge_length_total': 46530.06599999999, 'edge_length_avg': 290.8129124999999, 'street_length_total': 23265.033000000003, 'street_length_avg': 290.81291250000004, 'street_segments_count': 80, 'node_density_km': 9.664770897930882, 'intersection_density_km': 7.998431087942799, 'edge_density_km': 7753.490133717295, 'street_density_km': 3876.745066858649, 'circuity_avg': 1.0418529628679116, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0418529628679116\n", - "2447\n", - "6999627.003890174\n", - "{'n': 52, 'm': 152, 'k_avg': 5.846153846153846, 'intersection_count': 46, 'streets_per_node_avg': 3.1153846153846154, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 28, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11538461538461539, 2: 0.0, 3: 0.5384615384615384, 4: 0.34615384615384615}, 'edge_length_total': 31789.656999999992, 'edge_length_avg': 209.14248026315784, 'street_length_total': 16152.3, 'street_length_avg': 209.77012987012986, 'street_segments_count': 77, 'node_density_km': 7.428967282270901, 'intersection_density_km': 6.571778749701181, 'edge_density_km': 4541.621572454116, 'street_density_km': 2307.594389104313, 'circuity_avg': 1.0430614825316487, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0430614825316487\n", - "2448\n", - "11990636.182154179\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 412, 'm': 1230, 'k_avg': 5.970873786407767, 'intersection_count': 366, 'streets_per_node_avg': 3.1674757281553396, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 208, 4: 156, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11165048543689321, 2: 0.0, 3: 0.5048543689320388, 4: 0.3786407766990291, 5: 0.0024271844660194173, 6: 0.0024271844660194173}, 'edge_length_total': 187369.16999999995, 'edge_length_avg': 152.33265853658534, 'street_length_total': 94600.07900000007, 'street_length_avg': 151.118337060703, 'street_segments_count': 626, 'node_density_km': 34.36014517838387, 'intersection_density_km': 30.523818289535182, 'edge_density_km': 15626.290978527391, 'street_density_km': 7889.496233802391, 'circuity_avg': 1.0337759213583413, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0337759213583413\n", - "2449\n", - "15981012.269914478\n", - "{'n': 992, 'm': 2741, 'k_avg': 5.526209677419355, 'intersection_count': 864, 'streets_per_node_avg': 2.9213709677419355, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 686, 4: 178}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12903225806451613, 2: 0.0, 3: 0.6915322580645161, 4: 0.17943548387096775}, 'edge_length_total': 319831.0269999994, 'edge_length_avg': 116.68406676395455, 'street_length_total': 165411.35300000003, 'street_length_avg': 116.07814245614037, 'street_segments_count': 1425, 'node_density_km': 62.07366487462866, 'intersection_density_km': 54.06415972951529, 'edge_density_km': 20013.189502526486, 'street_density_km': 10350.492835263009, 'circuity_avg': 1.0535403237022967, 'self_loop_proportion': 0.001459321415541773, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535403237022967\n", - "2450\n", - "16981808.55742922\n", - "{'n': 1310, 'm': 3245, 'k_avg': 4.9541984732824424, 'intersection_count': 1010, 'streets_per_node_avg': 2.646564885496183, 'streets_per_node_counts': {0: 0, 1: 300, 2: 0, 3: 875, 4: 133, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22900763358778625, 2: 0.0, 3: 0.6679389312977099, 4: 0.10152671755725191, 5: 0.0015267175572519084}, 'edge_length_total': 311845.6440000005, 'edge_length_avg': 96.10035254237303, 'street_length_total': 161508.0960000002, 'street_length_avg': 95.45395744680863, 'street_segments_count': 1692, 'node_density_km': 77.14137134274192, 'intersection_density_km': 59.475408439823916, 'edge_density_km': 18363.511927801934, 'street_density_km': 9510.653441523073, 'circuity_avg': 1.0710313917592935, 'self_loop_proportion': 0.002465331278890601, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0710313917592935\n", - "2451\n", - "3997576.4575586766\n", - "{'n': 113, 'm': 314, 'k_avg': 5.557522123893805, 'intersection_count': 94, 'streets_per_node_avg': 2.9557522123893807, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 61, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.168141592920354, 2: 0.0, 3: 0.5398230088495575, 4: 0.2920353982300885}, 'edge_length_total': 52084.01399999991, 'edge_length_avg': 165.87265605095513, 'street_length_total': 26042.00699999999, 'street_length_avg': 165.87265605095536, 'street_segments_count': 157, 'node_density_km': 28.267126645279774, 'intersection_density_km': 23.51424694386105, 'edge_density_km': 13028.897521526746, 'street_density_km': 6514.448760763382, 'circuity_avg': 1.029841854884333, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029841854884333\n", - "2452\n", - "9000701.209105907\n", - "{'n': 204, 'm': 575, 'k_avg': 5.637254901960785, 'intersection_count': 174, 'streets_per_node_avg': 2.911764705882353, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 132, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14705882352941177, 2: 0.0, 3: 0.6470588235294118, 4: 0.20588235294117646}, 'edge_length_total': 97756.74099999989, 'edge_length_avg': 170.01172347826068, 'street_length_total': 49240.10700000005, 'street_length_avg': 169.2099896907218, 'street_segments_count': 291, 'node_density_km': 22.66490079613081, 'intersection_density_km': 19.331827149640983, 'edge_density_km': 10861.013906461034, 'street_density_km': 5470.69676640131, 'circuity_avg': 1.0366977790348597, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0366977790348597\n", - "2453\n", - "17983129.349915385\n", - "{'n': 2083, 'm': 4896, 'k_avg': 4.7009121459433505, 'intersection_count': 1433, 'streets_per_node_avg': 2.42966874699952, 'streets_per_node_counts': {0: 0, 1: 650, 2: 0, 3: 1321, 4: 112}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31204992798847814, 2: 0.0, 3: 0.6341814690350456, 4: 0.05376860297647624}, 'edge_length_total': 356724.4920000001, 'edge_length_avg': 72.86039460784315, 'street_length_total': 180614.4260000003, 'street_length_avg': 72.36154887820524, 'street_segments_count': 2496, 'node_density_km': 115.83078559181921, 'intersection_density_km': 79.68579728904318, 'edge_density_km': 19836.619370236505, 'street_density_km': 10043.548177050183, 'circuity_avg': 1.0843363333263154, 'self_loop_proportion': 0.002042483660130719, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0843363333263154\n", - "2454\n", - "6997173.670860999\n", - "{'n': 319, 'm': 794, 'k_avg': 4.978056426332288, 'intersection_count': 243, 'streets_per_node_avg': 2.6081504702194356, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 216, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23824451410658307, 2: 0.0, 3: 0.677115987460815, 4: 0.08463949843260188}, 'edge_length_total': 90169.47100000002, 'edge_length_avg': 113.56356549118391, 'street_length_total': 45533.083999999995, 'street_length_avg': 111.87489926289925, 'street_segments_count': 407, 'node_density_km': 45.589835983125916, 'intersection_density_km': 34.72830766112726, 'edge_density_km': 12886.556092712319, 'street_density_km': 6507.353703341362, 'circuity_avg': 1.1622439071876798, 'self_loop_proportion': 0.007556675062972292, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1622439071876798\n", - "2455\n", - "6992366.308820269\n", - "{'n': 185, 'm': 484, 'k_avg': 5.232432432432432, 'intersection_count': 163, 'streets_per_node_avg': 2.854054054054054, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 146, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11891891891891893, 2: 0.0, 3: 0.7891891891891892, 4: 0.0918918918918919}, 'edge_length_total': 86149.56000000006, 'edge_length_avg': 177.99495867768607, 'street_length_total': 43074.779999999984, 'street_length_avg': 177.99495867768587, 'street_segments_count': 242, 'node_density_km': 26.457423972001923, 'intersection_density_km': 23.311135715871966, 'edge_density_km': 12320.5158590347, 'street_density_km': 6160.257929517344, 'circuity_avg': 1.05691507384183, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05691507384183\n", - "2456\n", - "90926615.4194661\n", - "{'n': 14422, 'm': 36193, 'k_avg': 5.019137428928027, 'intersection_count': 10936, 'streets_per_node_avg': 2.6349327416447093, 'streets_per_node_counts': {0: 0, 1: 3486, 2: 27, 3: 9226, 4: 1633, 5: 49, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24171404798224935, 2: 0.0018721397864373873, 3: 0.6397170988767161, 4: 0.11322978782415753, 5: 0.003397587019830814, 6: 6.933851060879212e-05}, 'edge_length_total': 2286411.493000025, 'edge_length_avg': 63.17275420661523, 'street_length_total': 1206404.0070000046, 'street_length_avg': 63.81401782597221, 'street_segments_count': 18905, 'node_density_km': 158.6114245368959, 'intersection_density_km': 120.27281505585172, 'edge_density_km': 25145.679100143177, 'street_density_km': 13267.886431652341, 'circuity_avg': 1.0863608889208871, 'self_loop_proportion': 0.0030116320835520682, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0863608889208871\n", - "2457\n", - "9001859.212998252\n", - "{'n': 586, 'm': 1774, 'k_avg': 6.054607508532423, 'intersection_count': 542, 'streets_per_node_avg': 3.1262798634812285, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 382, 4: 158, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07508532423208192, 2: 0.0, 3: 0.6518771331058021, 4: 0.2696245733788396, 5: 0.0034129692832764505}, 'edge_length_total': 211498.33899999995, 'edge_length_avg': 119.22116065388948, 'street_length_total': 107276.14300000001, 'street_length_avg': 119.32830144605119, 'street_segments_count': 899, 'node_density_km': 65.09766328647355, 'intersection_density_km': 60.209784131857795, 'edge_density_km': 23494.961873499036, 'street_density_km': 11917.109617210901, 'circuity_avg': 1.0324215468488855, 'self_loop_proportion': 0.0011273957158962795, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0324215468488855\n", - "2458\n", - "4994997.298522827\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 89, 'm': 256, 'k_avg': 5.752808988764045, 'intersection_count': 78, 'streets_per_node_avg': 2.9887640449438204, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 57, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12359550561797752, 2: 0.0, 3: 0.6404494382022472, 4: 0.23595505617977527}, 'edge_length_total': 37436.87, 'edge_length_avg': 146.2377734375, 'street_length_total': 18718.434999999998, 'street_length_avg': 146.23777343749998, 'street_segments_count': 128, 'node_density_km': 17.81782745434517, 'intersection_density_km': 15.615624061111498, 'edge_density_km': 7494.87292236799, 'street_density_km': 3747.4364611839947, 'circuity_avg': 1.0186417023697356, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0186417023697356\n", - "2459\n", - "12993678.218229517\n", - "{'n': 419, 'm': 1116, 'k_avg': 5.326968973747016, 'intersection_count': 335, 'streets_per_node_avg': 2.7446300715990453, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 274, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20047732696897375, 2: 0.0, 3: 0.6539379474940334, 4: 0.14558472553699284}, 'edge_length_total': 170465.5800000001, 'edge_length_avg': 152.74693548387106, 'street_length_total': 85232.79000000004, 'street_length_avg': 152.74693548387103, 'street_segments_count': 558, 'node_density_km': 32.246450386324234, 'intersection_density_km': 25.781768208636322, 'edge_density_km': 13119.116630181356, 'street_density_km': 6559.558315090677, 'circuity_avg': 1.0375076814241717, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0375076814241717\n", - "2460\n", - "5999259.804696678\n", - "{'n': 112, 'm': 293, 'k_avg': 5.232142857142857, 'intersection_count': 91, 'streets_per_node_avg': 2.7767857142857144, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 74, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.6607142857142857, 4: 0.15178571428571427}, 'edge_length_total': 52021.91299999998, 'edge_length_avg': 177.5491911262798, 'street_length_total': 26056.618000000002, 'street_length_avg': 177.2559047619048, 'street_segments_count': 147, 'node_density_km': 18.668969780624913, 'intersection_density_km': 15.168537946757741, 'edge_density_km': 8671.388586850873, 'street_density_km': 4343.305482386492, 'circuity_avg': 1.0368925784106118, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0368925784106118\n", - "2461\n", - "3999673.2079878473\n", - "{'n': 70, 'm': 220, 'k_avg': 6.285714285714286, 'intersection_count': 62, 'streets_per_node_avg': 3.2285714285714286, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 30, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11428571428571428, 2: 0.0, 3: 0.42857142857142855, 4: 0.45714285714285713}, 'edge_length_total': 45584.71199999997, 'edge_length_avg': 207.20323636363622, 'street_length_total': 22792.356000000018, 'street_length_avg': 207.20323636363653, 'street_segments_count': 110, 'node_density_km': 17.501429831867576, 'intersection_density_km': 15.501266422511282, 'edge_density_km': 11397.109121055591, 'street_density_km': 5698.554560527804, 'circuity_avg': 1.0070496478512814, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0070496478512814\n", - "2462\n", - "8997315.132120734\n", - "{'n': 830, 'm': 2020, 'k_avg': 4.867469879518072, 'intersection_count': 626, 'streets_per_node_avg': 2.5819277108433734, 'streets_per_node_counts': {0: 0, 1: 204, 2: 0, 3: 570, 4: 51, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2457831325301205, 2: 0.0, 3: 0.6867469879518072, 4: 0.06144578313253012, 5: 0.006024096385542169}, 'edge_length_total': 162162.14699999965, 'edge_length_avg': 80.27829059405923, 'street_length_total': 82407.37300000005, 'street_length_avg': 78.7080926456543, 'street_segments_count': 1047, 'node_density_km': 92.24974204103073, 'intersection_density_km': 69.57631146709065, 'edge_density_km': 18023.393047674304, 'street_density_km': 9159.107110275909, 'circuity_avg': 1.0923821686000996, 'self_loop_proportion': 0.009900990099009901, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0923821686000996\n", - "2463\n", - "8001525.924747301\n", - "{'n': 405, 'm': 1248, 'k_avg': 6.162962962962963, 'intersection_count': 369, 'streets_per_node_avg': 3.1481481481481484, 'streets_per_node_counts': {0: 0, 1: 36, 2: 1, 3: 240, 4: 123, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08888888888888889, 2: 0.0024691358024691358, 3: 0.5925925925925926, 4: 0.3037037037037037, 5: 0.012345679012345678}, 'edge_length_total': 135885.5549999999, 'edge_length_avg': 108.88265624999993, 'street_length_total': 68262.55700000002, 'street_length_avg': 108.3532650793651, 'street_segments_count': 630, 'node_density_km': 50.615345598944664, 'intersection_density_km': 46.11620376792737, 'edge_density_km': 16982.455131430615, 'street_density_km': 8531.192380302864, 'circuity_avg': 1.0297477583474601, 'self_loop_proportion': 0.0016025641025641025, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0297477583474601\n", - "2464\n", - "4997900.509718018\n", - "{'n': 215, 'm': 658, 'k_avg': 6.120930232558139, 'intersection_count': 213, 'streets_per_node_avg': 3.255813953488372, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 157, 4: 53, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.009302325581395349, 2: 0.0, 3: 0.7302325581395349, 4: 0.24651162790697675, 5: 0.013953488372093023}, 'edge_length_total': 75388.83599999995, 'edge_length_avg': 114.57269908814582, 'street_length_total': 37932.89199999996, 'street_length_avg': 112.89551190476179, 'street_segments_count': 336, 'node_density_km': 43.01806320112809, 'intersection_density_km': 42.617895171350156, 'edge_density_km': 15084.100984685949, 'street_density_km': 7589.765327709603, 'circuity_avg': 1.0107871567591191, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0107871567591191\n", - "2465\n", - "5996215.399679016\n", - "{'n': 144, 'm': 410, 'k_avg': 5.694444444444445, 'intersection_count': 128, 'streets_per_node_avg': 2.9722222222222223, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 100, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.6944444444444444, 4: 0.19444444444444445}, 'edge_length_total': 62495.89800000007, 'edge_length_avg': 152.42901951219528, 'street_length_total': 31247.948999999982, 'street_length_avg': 152.42901951219503, 'street_segments_count': 205, 'node_density_km': 24.01514795611053, 'intersection_density_km': 21.34679818320936, 'edge_density_km': 10422.557202222179, 'street_density_km': 5211.27860111108, 'circuity_avg': 1.096180063986567, 'self_loop_proportion': 0.00975609756097561, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.096180063986567\n", - "2466\n", - "4995907.36591543\n", - "{'n': 262, 'm': 609, 'k_avg': 4.648854961832061, 'intersection_count': 191, 'streets_per_node_avg': 2.5381679389312977, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 170, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27099236641221375, 2: 0.0, 3: 0.648854961832061, 4: 0.08015267175572519}, 'edge_length_total': 66421.007, 'edge_length_avg': 109.06569293924466, 'street_length_total': 34416.462000000014, 'street_length_avg': 107.21639252336453, 'street_segments_count': 321, 'node_density_km': 52.44292594124035, 'intersection_density_km': 38.23129333884315, 'edge_density_km': 13295.083782609185, 'street_density_km': 6888.931174906539, 'circuity_avg': 1.109454790057695, 'self_loop_proportion': 0.003284072249589491, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.109454790057695\n", - "2467\n", - "6993068.993637161\n", - "{'n': 193, 'm': 433, 'k_avg': 4.487046632124352, 'intersection_count': 132, 'streets_per_node_avg': 2.4404145077720205, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 118, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3160621761658031, 2: 0.0, 3: 0.6113989637305699, 4: 0.07253886010362694}, 'edge_length_total': 66286.90400000002, 'edge_length_avg': 153.08753810623563, 'street_length_total': 33881.93300000001, 'street_length_avg': 152.62131981981986, 'street_segments_count': 222, 'node_density_km': 27.598755306948412, 'intersection_density_km': 18.875832645166792, 'edge_density_km': 9478.943230835133, 'street_density_km': 4845.073462142077, 'circuity_avg': 1.1313906117510535, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1313906117510535\n", - "2468\n", - "6995426.203079088\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 99, 'm': 264, 'k_avg': 5.333333333333333, 'intersection_count': 80, 'streets_per_node_avg': 2.8181818181818183, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 60, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1919191919191919, 2: 0.0, 3: 0.6060606060606061, 4: 0.20202020202020202}, 'edge_length_total': 53447.09599999998, 'edge_length_avg': 202.45112121212114, 'street_length_total': 26723.548, 'street_length_avg': 202.4511212121212, 'street_segments_count': 132, 'node_density_km': 14.152104121465026, 'intersection_density_km': 11.436043734517193, 'edge_density_km': 7640.2915917367345, 'street_density_km': 3820.145795868368, 'circuity_avg': 1.0260637260564862, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0260637260564862\n", - "2469\n", - "4998266.924694166\n", - "{'n': 110, 'm': 286, 'k_avg': 5.2, 'intersection_count': 82, 'streets_per_node_avg': 2.709090909090909, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 58, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2545454545454545, 2: 0.0, 3: 0.5272727272727272, 4: 0.21818181818181817}, 'edge_length_total': 54235.468000000015, 'edge_length_avg': 189.63450349650356, 'street_length_total': 27117.734000000004, 'street_length_avg': 189.63450349650353, 'street_segments_count': 143, 'node_density_km': 22.00762817538615, 'intersection_density_km': 16.40568645801513, 'edge_density_km': 10850.854669655038, 'street_density_km': 5425.427334827518, 'circuity_avg': 1.0611845597996317, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0611845597996317\n", - "2470\n", - "6993791.869081472\n", - "{'n': 996, 'm': 2499, 'k_avg': 5.018072289156627, 'intersection_count': 712, 'streets_per_node_avg': 2.5913654618473894, 'streets_per_node_counts': {0: 0, 1: 284, 2: 0, 3: 551, 4: 161}, 'streets_per_node_proportion': {0: 0.0, 1: 0.285140562248996, 2: 0.0, 3: 0.5532128514056225, 4: 0.16164658634538154}, 'edge_length_total': 142355.50600000023, 'edge_length_avg': 56.96498839535823, 'street_length_total': 72286.32799999992, 'street_length_avg': 56.65072727272721, 'street_segments_count': 1276, 'node_density_km': 142.41201606286995, 'intersection_density_km': 101.80457373169017, 'edge_density_km': 20354.55281838355, 'street_density_km': 10335.784843636422, 'circuity_avg': 1.10254178849753, 'self_loop_proportion': 0.001600640256102441, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.10254178849753\n", - "2471\n", - "6997301.372290293\n", - "{'n': 607, 'm': 1433, 'k_avg': 4.72158154859967, 'intersection_count': 447, 'streets_per_node_avg': 2.5337726523887976, 'streets_per_node_counts': {0: 0, 1: 160, 2: 3, 3: 405, 4: 38, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26359143327841844, 2: 0.004942339373970346, 3: 0.6672158154859967, 4: 0.06260296540362438, 5: 0.0016474464579901153}, 'edge_length_total': 122324.52500000007, 'edge_length_avg': 85.36254361479419, 'street_length_total': 62466.27800000004, 'street_length_avg': 83.62286211512723, 'street_segments_count': 747, 'node_density_km': 86.74772854628702, 'intersection_density_km': 63.88177044512405, 'edge_density_km': 17481.671646216648, 'street_density_km': 8927.195596772495, 'circuity_avg': 1.1066885482170952, 'self_loop_proportion': 0.00628053035589672, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1066885482170952\n", - "2472\n", - "5994679.382251629\n", - "{'n': 602, 'm': 1627, 'k_avg': 5.40531561461794, 'intersection_count': 495, 'streets_per_node_avg': 2.818936877076412, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 392, 4: 101, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1777408637873754, 2: 0.0, 3: 0.6511627906976745, 4: 0.16777408637873753, 5: 0.0033222591362126247}, 'edge_length_total': 141184.00199999975, 'edge_length_avg': 86.77566195451736, 'street_length_total': 72093.35000000005, 'street_length_avg': 86.65066105769236, 'street_segments_count': 832, 'node_density_km': 100.42238485386453, 'intersection_density_km': 82.57322342635041, 'edge_density_km': 23551.551800752084, 'street_density_km': 12026.222822432492, 'circuity_avg': 1.079168256906251, 'self_loop_proportion': 0.002458512599877074, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.079168256906251\n", - "2473\n", - "5993799.570092815\n", - "{'n': 255, 'm': 665, 'k_avg': 5.215686274509804, 'intersection_count': 197, 'streets_per_node_avg': 2.7176470588235295, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 153, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22745098039215686, 2: 0.0, 3: 0.6, 4: 0.17254901960784313}, 'edge_length_total': 78226.9469999999, 'edge_length_avg': 117.63450676691714, 'street_length_total': 39411.33800000003, 'street_length_avg': 117.29564880952391, 'street_segments_count': 336, 'node_density_km': 42.54396514564321, 'intersection_density_km': 32.86729856349692, 'edge_density_km': 13051.311790659116, 'street_density_km': 6575.351334177119, 'circuity_avg': 1.078309502874238, 'self_loop_proportion': 0.006015037593984963, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078309502874238\n", - "2474\n", - "44988602.59782245\n", - "{'n': 2828, 'm': 7531, 'k_avg': 5.326025459688826, 'intersection_count': 2479, 'streets_per_node_avg': 2.9405940594059405, 'streets_per_node_counts': {0: 0, 1: 349, 2: 7, 3: 1960, 4: 487, 5: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12340876944837341, 2: 0.0024752475247524753, 3: 0.693069306930693, 4: 0.1722065063649222, 5: 0.00884016973125884}, 'edge_length_total': 740460.673999998, 'edge_length_avg': 98.32169353339503, 'street_length_total': 402209.54100000084, 'street_length_avg': 97.8373974702021, 'street_segments_count': 4111, 'node_density_km': 62.86036544146587, 'intersection_density_km': 55.10284509525951, 'edge_density_km': 16458.850269686704, 'street_density_km': 8940.254148268848, 'circuity_avg': 1.072427451084944, 'self_loop_proportion': 0.002257336343115124, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072427451084944\n", - "2475\n", - "18993009.02240367\n", - "{'n': 1595, 'm': 4154, 'k_avg': 5.2087774294670846, 'intersection_count': 1296, 'streets_per_node_avg': 2.798119122257053, 'streets_per_node_counts': {0: 0, 1: 299, 2: 2, 3: 1020, 4: 270, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18746081504702194, 2: 0.0012539184952978057, 3: 0.6394984326018809, 4: 0.16927899686520376, 5: 0.0025078369905956114}, 'edge_length_total': 388424.7309999993, 'edge_length_avg': 93.5061942705824, 'street_length_total': 208888.62800000003, 'street_length_avg': 94.90623716492505, 'street_segments_count': 2201, 'node_density_km': 83.97826790471055, 'intersection_density_km': 68.23563335705634, 'edge_density_km': 20450.93173713672, 'street_density_km': 10998.185056069859, 'circuity_avg': 1.0563174664339707, 'self_loop_proportion': 0.00048146364949446316, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0563174664339707\n", - "2476\n", - "10989282.301627105\n", - "{'n': 1226, 'm': 3230, 'k_avg': 5.269168026101142, 'intersection_count': 970, 'streets_per_node_avg': 2.7120717781402934, 'streets_per_node_counts': {0: 0, 1: 256, 2: 1, 3: 812, 4: 154, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20880913539967375, 2: 0.0008156606851549756, 3: 0.6623164763458401, 4: 0.12561174551386622, 5: 0.0024469820554649264}, 'edge_length_total': 233044.82300000032, 'edge_length_avg': 72.1501000000001, 'street_length_total': 118531.89800000012, 'street_length_avg': 72.18751400730824, 'street_segments_count': 1642, 'node_density_km': 111.5632455650425, 'intersection_density_km': 88.26782071622448, 'edge_density_km': 21206.555314853915, 'street_density_km': 10786.136414245173, 'circuity_avg': 1.1001056681733896, 'self_loop_proportion': 0.0043343653250774, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1001056681733896\n", - "2477\n", - "6991894.0372548215\n", - "{'n': 161, 'm': 369, 'k_avg': 4.583850931677019, 'intersection_count': 110, 'streets_per_node_avg': 2.391304347826087, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 106, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3167701863354037, 2: 0.0, 3: 0.6583850931677019, 4: 0.024844720496894408}, 'edge_length_total': 50375.92200000003, 'edge_length_avg': 136.5201138211383, 'street_length_total': 25445.554000000007, 'street_length_avg': 134.6325608465609, 'street_segments_count': 189, 'node_density_km': 23.02666475523595, 'intersection_density_km': 15.732503870036984, 'edge_density_km': 7204.903525651652, 'street_density_km': 3639.2934252748655, 'circuity_avg': 1.1276922812951624, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1276922812951624\n", - "2478\n", - "14993045.77895603\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 500, 'm': 1358, 'k_avg': 5.432, 'intersection_count': 397, 'streets_per_node_avg': 2.764, 'streets_per_node_counts': {0: 0, 1: 103, 2: 0, 3: 309, 4: 88}, 'streets_per_node_proportion': {0: 0.0, 1: 0.206, 2: 0.0, 3: 0.618, 4: 0.176}, 'edge_length_total': 174330.41400000022, 'edge_length_avg': 128.37291163475717, 'street_length_total': 87165.20700000004, 'street_length_avg': 128.37291163475706, 'street_segments_count': 679, 'node_density_km': 33.34879432581945, 'intersection_density_km': 26.47894269470064, 'edge_density_km': 11627.418242441925, 'street_density_km': 5813.709121220957, 'circuity_avg': 1.0382065172913777, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0382065172913777\n", - "2479\n", - "20997837.651478432\n", - "{'n': 272, 'm': 774, 'k_avg': 5.6911764705882355, 'intersection_count': 228, 'streets_per_node_avg': 2.9044117647058822, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 166, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16176470588235295, 2: 0.0, 3: 0.6102941176470589, 4: 0.22794117647058823}, 'edge_length_total': 147725.13400000017, 'edge_length_avg': 190.8593462532302, 'street_length_total': 73862.56700000001, 'street_length_avg': 190.85934625323, 'street_segments_count': 387, 'node_density_km': 12.95371478314334, 'intersection_density_km': 10.858260921164272, 'edge_density_km': 7035.254603447181, 'street_density_km': 3517.6273017235867, 'circuity_avg': 1.0287683596402577, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0287683596402577\n", - "2480\n", - "5998503.839802545\n", - "{'n': 586, 'm': 1335, 'k_avg': 4.5563139931740615, 'intersection_count': 392, 'streets_per_node_avg': 2.363481228668942, 'streets_per_node_counts': {0: 0, 1: 194, 2: 0, 3: 377, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3310580204778157, 2: 0.0, 3: 0.643344709897611, 4: 0.025597269624573378}, 'edge_length_total': 99854.84799999993, 'edge_length_avg': 74.7976389513108, 'street_length_total': 50275.04500000002, 'street_length_avg': 74.15198377581125, 'street_segments_count': 678, 'node_density_km': 97.69102690435048, 'intersection_density_km': 65.34962891895117, 'edge_density_km': 16646.6256697915, 'street_density_km': 8381.264118963196, 'circuity_avg': 1.152343104702076, 'self_loop_proportion': 0.01348314606741573, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.152343104702076\n", - "2481\n", - "10996561.508191437\n", - "{'n': 1119, 'm': 2547, 'k_avg': 4.552278820375335, 'intersection_count': 759, 'streets_per_node_avg': 2.386058981233244, 'streets_per_node_counts': {0: 0, 1: 360, 2: 0, 3: 727, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32171581769436997, 2: 0.0, 3: 0.6496872207327972, 4: 0.02770330652368186, 5: 0.0008936550491510277}, 'edge_length_total': 179127.2789999999, 'edge_length_avg': 70.32873144876321, 'street_length_total': 90964.81000000011, 'street_length_avg': 69.3329344512196, 'street_segments_count': 1312, 'node_density_km': 101.75908161532556, 'intersection_density_km': 69.02157546562297, 'edge_density_km': 16289.389994005523, 'street_density_km': 8272.113963282032, 'circuity_avg': 1.1220007260124838, 'self_loop_proportion': 0.007067137809187279, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1220007260124838\n", - "2482\n", - "7991867.989231662\n", - "{'n': 122, 'm': 326, 'k_avg': 5.344262295081967, 'intersection_count': 105, 'streets_per_node_avg': 2.8278688524590163, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 92, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13934426229508196, 2: 0.0, 3: 0.7540983606557377, 4: 0.10655737704918032}, 'edge_length_total': 77941.19999999997, 'edge_length_avg': 239.08343558282198, 'street_length_total': 38970.599999999984, 'street_length_avg': 239.08343558282198, 'street_segments_count': 163, 'node_density_km': 15.26551741900445, 'intersection_density_km': 13.13835515570055, 'edge_density_km': 9752.563493918928, 'street_density_km': 4876.281746959464, 'circuity_avg': 1.0231444454851832, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0231444454851832\n", - "2483\n", - "6994884.9778713\n", - "{'n': 119, 'm': 294, 'k_avg': 4.9411764705882355, 'intersection_count': 89, 'streets_per_node_avg': 2.6470588235294117, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 71, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25210084033613445, 2: 0.0, 3: 0.5966386554621849, 4: 0.15126050420168066}, 'edge_length_total': 61701.47400000002, 'edge_length_avg': 209.86895918367352, 'street_length_total': 30850.736999999994, 'street_length_avg': 209.86895918367344, 'street_segments_count': 147, 'node_density_km': 17.012431280351713, 'intersection_density_km': 12.723583058414308, 'edge_density_km': 8820.941901860573, 'street_density_km': 4410.470950930285, 'circuity_avg': 1.038787996595826, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038787996595826\n", - "2484\n", - "5994603.054337963\n", - "{'n': 78, 'm': 212, 'k_avg': 5.435897435897436, 'intersection_count': 66, 'streets_per_node_avg': 2.9615384615384617, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 45, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0, 3: 0.5769230769230769, 4: 0.2692307692307692}, 'edge_length_total': 49862.09000000002, 'edge_length_avg': 235.19853773584913, 'street_length_total': 24931.04500000001, 'street_length_avg': 235.19853773584913, 'street_segments_count': 106, 'node_density_km': 13.011703909828643, 'intersection_density_km': 11.009903308316543, 'edge_density_km': 8317.830146220871, 'street_density_km': 4158.9150731104355, 'circuity_avg': 1.0468733083656832, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0468733083656832\n", - "2485\n", - "32992734.132664327\n", - "{'n': 821, 'm': 2309, 'k_avg': 5.624847746650427, 'intersection_count': 668, 'streets_per_node_avg': 2.874543239951279, 'streets_per_node_counts': {0: 0, 1: 153, 2: 0, 3: 466, 4: 201, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18635809987819732, 2: 0.0, 3: 0.5676004872107187, 4: 0.24482338611449453, 5: 0.001218026796589525}, 'edge_length_total': 313079.07400000014, 'edge_length_avg': 135.59076396708537, 'street_length_total': 156612.96700000003, 'street_length_avg': 135.47834515570938, 'street_segments_count': 1156, 'node_density_km': 24.88426684186723, 'intersection_density_km': 20.246882156354822, 'edge_density_km': 9489.334007333375, 'street_density_km': 4746.892645218693, 'circuity_avg': 1.0397091128068947, 'self_loop_proportion': 0.00259852750108272, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397091128068947\n", - "2486\n", - "15988390.162694937\n", - "{'n': 613, 'm': 1663, 'k_avg': 5.425774877650897, 'intersection_count': 495, 'streets_per_node_avg': 2.7814029363784667, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 393, 4: 102}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19249592169657423, 2: 0.0, 3: 0.6411092985318108, 4: 0.16639477977161501}, 'edge_length_total': 230296.37700000085, 'edge_length_avg': 138.48248767288084, 'street_length_total': 115183.20699999998, 'street_length_avg': 138.44135456730766, 'street_segments_count': 832, 'node_density_km': 38.34032030506036, 'intersection_density_km': 30.959965009795884, 'edge_density_km': 14403.975300611693, 'street_density_km': 7204.177895830457, 'circuity_avg': 1.0358465368857661, 'self_loop_proportion': 0.0012026458208057728, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0358465368857661\n", - "2487\n", - "16984943.685111355\n", - "{'n': 771, 'm': 1858, 'k_avg': 4.8197146562905315, 'intersection_count': 550, 'streets_per_node_avg': 2.5071335927367056, 'streets_per_node_counts': {0: 0, 1: 221, 2: 0, 3: 488, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28664072632944226, 2: 0.0, 3: 0.6329442282749675, 4: 0.08041504539559015}, 'edge_length_total': 214630.57799999986, 'edge_length_avg': 115.51699569429486, 'street_length_total': 108138.74099999998, 'street_length_avg': 114.55375105932201, 'street_segments_count': 944, 'node_density_km': 45.39314432204108, 'intersection_density_km': 32.381620463194025, 'edge_density_km': 12636.519848349013, 'street_density_km': 6366.741215326615, 'circuity_avg': 1.1021861500067849, 'self_loop_proportion': 0.001076426264800861, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1021861500067849\n", - "2488\n", - "6995464.66074471\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 560, 'm': 1541, 'k_avg': 5.503571428571429, 'intersection_count': 452, 'streets_per_node_avg': 2.8392857142857144, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 336, 4: 107, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19285714285714287, 2: 0.0, 3: 0.6, 4: 0.19107142857142856, 5: 0.014285714285714285, 6: 0.0017857142857142857}, 'edge_length_total': 145893.66999999987, 'edge_length_avg': 94.67467229072022, 'street_length_total': 73926.19399999999, 'street_length_avg': 94.17349554140127, 'street_segments_count': 785, 'node_density_km': 80.05186605293845, 'intersection_density_km': 64.61329188558604, 'edge_density_km': 20855.4652300207, 'street_density_km': 10567.731749806324, 'circuity_avg': 1.0489692865939817, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0489692865939817\n", - "2489\n", - "39974793.472538404\n", - "{'n': 1991, 'm': 5736, 'k_avg': 5.7619286790557505, 'intersection_count': 1752, 'streets_per_node_avg': 3.009542943244601, 'streets_per_node_counts': {0: 0, 1: 239, 2: 0, 3: 1255, 4: 497}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12004018081366148, 2: 0.0, 3: 0.6303365143144148, 4: 0.24962330487192366}, 'edge_length_total': 746832.4250000016, 'edge_length_avg': 130.20091091352887, 'street_length_total': 381313.64000000013, 'street_length_avg': 128.90927653820154, 'street_segments_count': 2958, 'node_density_km': 49.80638615100696, 'intersection_density_km': 43.82761855176504, 'edge_density_km': 18682.58370147816, 'street_density_km': 9538.8520333933, 'circuity_avg': 1.0493286692820838, 'self_loop_proportion': 0.010460251046025104, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0493286692820838\n", - "2490\n", - "16987344.46304941\n", - "{'n': 471, 'm': 1232, 'k_avg': 5.231422505307855, 'intersection_count': 368, 'streets_per_node_avg': 2.713375796178344, 'streets_per_node_counts': {0: 0, 1: 103, 2: 0, 3: 302, 4: 62, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21868365180467092, 2: 0.0, 3: 0.6411889596602972, 4: 0.1316348195329087, 5: 0.006369426751592357, 6: 0.0021231422505307855}, 'edge_length_total': 142996.968, 'edge_length_avg': 116.06896753246752, 'street_length_total': 72217.63299999993, 'street_length_avg': 116.10551929260438, 'street_segments_count': 622, 'node_density_km': 27.72652317874117, 'intersection_density_km': 21.663185838167202, 'edge_density_km': 8417.852967604478, 'street_density_km': 4251.260881716182, 'circuity_avg': 1.0681144711131054, 'self_loop_proportion': 0.006493506493506494, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0681144711131054\n", - "2491\n", - "6992568.661590902\n", - "{'n': 383, 'm': 1167, 'k_avg': 6.093994778067885, 'intersection_count': 356, 'streets_per_node_avg': 3.2219321148825064, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 229, 4: 115, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07049608355091384, 2: 0.0, 3: 0.597911227154047, 4: 0.3002610966057441, 5: 0.031331592689295036}, 'edge_length_total': 112080.40900000026, 'edge_length_avg': 96.0414815766926, 'street_length_total': 58189.888999999996, 'street_length_avg': 95.86472652388797, 'street_segments_count': 607, 'node_density_km': 54.77243321238442, 'intersection_density_km': 50.91119118435732, 'edge_density_km': 16028.503175898808, 'street_density_km': 8321.6757412234, 'circuity_avg': 1.0276747064201401, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0276747064201401\n", - "2492\n", - "6991919.199713118\n", - "error with entry 2492\n", - "2493\n", - "6996169.752479089\n", - "{'n': 665, 'm': 1672, 'k_avg': 5.0285714285714285, 'intersection_count': 530, 'streets_per_node_avg': 2.712781954887218, 'streets_per_node_counts': {0: 0, 1: 135, 2: 0, 3: 453, 4: 75, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20300751879699247, 2: 0.0, 3: 0.681203007518797, 4: 0.11278195488721804, 5: 0.0030075187969924814}, 'edge_length_total': 146772.9840000003, 'edge_length_avg': 87.78288516746429, 'street_length_total': 75633.92799999999, 'street_length_avg': 86.2416510832383, 'street_segments_count': 877, 'node_density_km': 95.05201038959318, 'intersection_density_km': 75.75573760373592, 'edge_density_km': 20979.048421172363, 'street_density_km': 10810.762270769535, 'circuity_avg': 1.0850306139352575, 'self_loop_proportion': 0.0035885167464114833, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0850306139352575\n", - "2494\n", - "63974761.17716021\n", - "error with entry 2494\n", - "2495\n", - "50004210.32218628\n", - "{'n': 5523, 'm': 13187, 'k_avg': 4.775303277204418, 'intersection_count': 4015, 'streets_per_node_avg': 2.5397428933550605, 'streets_per_node_counts': {0: 0, 1: 1508, 2: 6, 3: 3538, 4: 463, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2730400144848814, 2: 0.0010863661053775121, 3: 0.6405938801376063, 4: 0.08383125113163135, 5: 0.0012674271229404308, 6: 0.0001810610175629187}, 'edge_length_total': 953628.7069999924, 'edge_length_avg': 72.3158191400616, 'street_length_total': 494126.5549999994, 'street_length_avg': 71.14853203743692, 'street_segments_count': 6945, 'node_density_km': 110.45069933940164, 'intersection_density_km': 80.29323879190613, 'edge_density_km': 19070.968241585822, 'street_density_km': 9881.698997269463, 'circuity_avg': 1.0953083484652626, 'self_loop_proportion': 0.003488283915977857, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0953083484652626\n", - "2496\n", - "69924739.83150946\n", - "error with entry 2496\n", - "2497\n", - "5992725.22709238\n", - "{'n': 257, 'm': 630, 'k_avg': 4.902723735408561, 'intersection_count': 199, 'streets_per_node_avg': 2.614785992217899, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 182, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22568093385214008, 2: 0.0, 3: 0.708171206225681, 4: 0.06614785992217899}, 'edge_length_total': 73558.47599999997, 'edge_length_avg': 116.75948571428566, 'street_length_total': 37293.65700000005, 'street_length_avg': 114.0478807339451, 'street_segments_count': 327, 'node_density_km': 42.88533017301283, 'intersection_density_km': 33.20692881100994, 'edge_density_km': 12274.62852250443, 'street_density_km': 6223.154839704644, 'circuity_avg': 1.0894320362663406, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0894320362663406\n", - "2498\n", - "62928984.97173523\n", - "{'n': 3506, 'm': 9492, 'k_avg': 5.414717626925271, 'intersection_count': 2834, 'streets_per_node_avg': 2.811180832857958, 'streets_per_node_counts': {0: 0, 1: 672, 2: 0, 3: 2158, 4: 670, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19167142042213348, 2: 0.0, 3: 0.6155162578436966, 4: 0.19110096976611524, 5: 0.0017113519680547634}, 'edge_length_total': 1302278.384999996, 'edge_length_avg': 137.19746997471515, 'street_length_total': 666313.432000001, 'street_length_avg': 138.46912551953469, 'street_segments_count': 4812, 'node_density_km': 55.713595278467174, 'intersection_density_km': 45.0348913346195, 'edge_density_km': 20694.4126873319, 'street_density_km': 10588.339098418286, 'circuity_avg': 1.0288606181484112, 'self_loop_proportion': 0.0006321112515802782, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0288606181484112\n", - "2499\n", - "7992286.095905656\n", - "{'n': 872, 'm': 2208, 'k_avg': 5.064220183486238, 'intersection_count': 640, 'streets_per_node_avg': 2.5986238532110093, 'streets_per_node_counts': {0: 0, 1: 232, 2: 0, 3: 527, 4: 112, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26605504587155965, 2: 0.0, 3: 0.6043577981651376, 4: 0.12844036697247707, 5: 0.0011467889908256881}, 'edge_length_total': 159997.3380000002, 'edge_length_avg': 72.46256250000009, 'street_length_total': 80448.68799999994, 'street_length_avg': 72.41106030603055, 'street_segments_count': 1111, 'node_density_km': 109.10520338438764, 'intersection_density_km': 80.07721349312854, 'edge_density_km': 20018.970302122285, 'street_density_km': 10065.791819090755, 'circuity_avg': 1.0757386645517264, 'self_loop_proportion': 0.002717391304347826, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0757386645517264\n", - "2500\n", - "6992386.66287754\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 491, 'm': 1234, 'k_avg': 5.026476578411406, 'intersection_count': 367, 'streets_per_node_avg': 2.5885947046843176, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 321, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2525458248472505, 2: 0.0, 3: 0.6537678207739308, 4: 0.09368635437881874}, 'edge_length_total': 115613.60100000013, 'edge_length_avg': 93.69011426256088, 'street_length_total': 57846.32799999998, 'street_length_avg': 93.30052903225803, 'street_segments_count': 620, 'node_density_km': 70.21922895178416, 'intersection_density_km': 52.48565585601789, 'edge_density_km': 16534.211646760145, 'street_density_km': 8272.75875733605, 'circuity_avg': 1.0443980047438626, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0443980047438626\n", - "2501\n", - "9002364.134012813\n", - "{'n': 485, 'm': 1343, 'k_avg': 5.538144329896907, 'intersection_count': 401, 'streets_per_node_avg': 2.888659793814433, 'streets_per_node_counts': {0: 0, 1: 84, 2: 1, 3: 289, 4: 107, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1731958762886598, 2: 0.002061855670103093, 3: 0.5958762886597938, 4: 0.22061855670103092, 5: 0.008247422680412371}, 'edge_length_total': 142181.45900000018, 'edge_length_avg': 105.86854728220415, 'street_length_total': 71253.34599999999, 'street_length_avg': 105.71713056379821, 'street_segments_count': 674, 'node_density_km': 53.87473698909474, 'intersection_density_km': 44.543854706447405, 'edge_density_km': 15793.791151238696, 'street_density_km': 7914.959330604052, 'circuity_avg': 1.0318884518175153, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0318884518175153\n", - "2502\n", - "22972195.08235782\n", - "{'n': 2646, 'm': 6755, 'k_avg': 5.105820105820106, 'intersection_count': 2160, 'streets_per_node_avg': 2.7845804988662133, 'streets_per_node_counts': {0: 0, 1: 486, 2: 2, 3: 1769, 4: 375, 5: 13, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1836734693877551, 2: 0.0007558578987150416, 3: 0.6685563114134543, 4: 0.1417233560090703, 5: 0.0049130763416477706, 6: 0.0003779289493575208}, 'edge_length_total': 503066.9120000007, 'edge_length_avg': 74.47326602516665, 'street_length_total': 269374.14400000044, 'street_length_avg': 73.94294372769707, 'street_segments_count': 3643, 'node_density_km': 115.18272374554552, 'intersection_density_km': 94.0267132616698, 'edge_density_km': 21898.948280582288, 'street_density_km': 11726.095091664718, 'circuity_avg': 1.0657358078668118, 'self_loop_proportion': 0.0026646928201332345, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0657358078668118\n", - "2503\n", - "7993948.766230809\n", - "{'n': 76, 'm': 187, 'k_avg': 4.921052631578948, 'intersection_count': 61, 'streets_per_node_avg': 2.723684210526316, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 52, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19736842105263158, 2: 0.0, 3: 0.6842105263157895, 4: 0.11842105263157894}, 'edge_length_total': 37811.225, 'edge_length_avg': 202.19906417112298, 'street_length_total': 18966.159999999996, 'street_length_avg': 201.76765957446804, 'street_segments_count': 94, 'node_density_km': 9.507191279615173, 'intersection_density_km': 7.630771948112177, 'edge_density_km': 4729.9809025206205, 'street_density_km': 2372.564617891922, 'circuity_avg': 1.0783509161220997, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0783509161220997\n", - "2504\n", - "4000402.7981360224\n", - "{'n': 288, 'm': 699, 'k_avg': 4.854166666666667, 'intersection_count': 229, 'streets_per_node_avg': 2.6631944444444446, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 209, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2048611111111111, 2: 0.0, 3: 0.7256944444444444, 4: 0.06597222222222222, 5: 0.003472222222222222}, 'edge_length_total': 70308.34599999999, 'edge_length_avg': 100.58418597997138, 'street_length_total': 35837.16699999999, 'street_length_avg': 97.38360597826083, 'street_segments_count': 368, 'node_density_km': 71.99275036358661, 'intersection_density_km': 57.244235532157404, 'edge_density_km': 17575.316673800946, 'street_density_km': 8958.38964433737, 'circuity_avg': 1.0633673517098856, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0633673517098856\n", - "2505\n", - "5995454.947732227\n", - "{'n': 421, 'm': 1259, 'k_avg': 5.980997624703088, 'intersection_count': 391, 'streets_per_node_avg': 3.0950118764845604, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 294, 4: 94, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07125890736342043, 2: 0.0, 3: 0.6983372921615202, 4: 0.22327790973871733, 5: 0.007125890736342043}, 'edge_length_total': 103854.92100000005, 'edge_length_avg': 82.49000873709296, 'street_length_total': 53014.557, 'street_length_avg': 82.32074068322981, 'street_segments_count': 644, 'node_density_km': 70.21985882142985, 'intersection_density_km': 65.21606840660111, 'edge_density_km': 17322.27527441984, 'street_density_km': 8842.45773876638, 'circuity_avg': 1.0299122480069436, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0299122480069436\n", - "2506\n", - "7996120.358639138\n", - "{'n': 707, 'm': 1950, 'k_avg': 5.516265912305516, 'intersection_count': 600, 'streets_per_node_avg': 2.8444130127298446, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 499, 4: 98, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15134370579915135, 2: 0.0, 3: 0.7057991513437057, 4: 0.13861386138613863, 5: 0.004243281471004243}, 'edge_length_total': 171714.29299999948, 'edge_length_avg': 88.05861179487152, 'street_length_total': 87183.72600000001, 'street_length_avg': 87.79831419939578, 'street_segments_count': 993, 'node_density_km': 88.41787870740913, 'intersection_density_km': 75.03638928492995, 'edge_density_km': 21474.700892224137, 'street_density_km': 10903.253339077783, 'circuity_avg': 1.0564287435045496, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0564287435045496\n", - "2507\n", - "13983348.649606133\n", - "{'n': 985, 'm': 2412, 'k_avg': 4.8974619289340104, 'intersection_count': 721, 'streets_per_node_avg': 2.545177664974619, 'streets_per_node_counts': {0: 0, 1: 264, 2: 0, 3: 641, 4: 80}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26802030456852793, 2: 0.0, 3: 0.650761421319797, 4: 0.08121827411167512}, 'edge_length_total': 231833.4049999996, 'edge_length_avg': 96.11666873963499, 'street_length_total': 116633.84899999997, 'street_length_avg': 95.05611165444171, 'street_segments_count': 1227, 'node_density_km': 70.44092403629972, 'intersection_density_km': 51.561326122002136, 'edge_density_km': 16579.247990539778, 'street_density_km': 8340.90974362462, 'circuity_avg': 1.076462254299991, 'self_loop_proportion': 0.004975124378109453, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.076462254299991\n", - "2508\n", - "4995173.675028026\n", - "{'n': 394, 'm': 1025, 'k_avg': 5.2030456852791875, 'intersection_count': 322, 'streets_per_node_avg': 2.738578680203046, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 282, 4: 39, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18274111675126903, 2: 0.0, 3: 0.7157360406091371, 4: 0.09898477157360407, 5: 0.0025380710659898475}, 'edge_length_total': 97571.84000000008, 'edge_length_avg': 95.19203902439033, 'street_length_total': 49825.83600000004, 'street_length_avg': 95.08747328244283, 'street_segments_count': 524, 'node_density_km': 78.87613637333429, 'intersection_density_km': 64.4622231274458, 'edge_density_km': 19533.222736134925, 'street_density_km': 9974.79552094262, 'circuity_avg': 1.0637069716326952, 'self_loop_proportion': 0.003902439024390244, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0637069716326952\n", - "2509\n", - "22972417.827757116\n", - "{'n': 1449, 'm': 3759, 'k_avg': 5.188405797101449, 'intersection_count': 1206, 'streets_per_node_avg': 2.8550724637681157, 'streets_per_node_counts': {0: 0, 1: 243, 2: 1, 3: 944, 4: 248, 5: 10, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16770186335403728, 2: 0.0006901311249137336, 3: 0.6514837819185645, 4: 0.17115251897860592, 5: 0.006901311249137336, 6: 0.002070393374741201}, 'edge_length_total': 349562.5639999989, 'edge_length_avg': 92.99349933492921, 'street_length_total': 188789.37500000012, 'street_length_avg': 92.36270792563606, 'street_segments_count': 2044, 'node_density_km': 63.07564187907126, 'intersection_density_km': 52.49773920369906, 'edge_density_km': 15216.62049771833, 'street_density_km': 8218.089032487023, 'circuity_avg': 1.0789299786295234, 'self_loop_proportion': 0.005320563979781857, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0789299786295234\n", - "2510\n", - "18981431.89692021\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 697, 'm': 1807, 'k_avg': 5.185078909612626, 'intersection_count': 536, 'streets_per_node_avg': 2.7604017216642753, 'streets_per_node_counts': {0: 0, 1: 161, 2: 0, 3: 381, 4: 155}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2309899569583931, 2: 0.0, 3: 0.5466284074605452, 4: 0.2223816355810617}, 'edge_length_total': 272191.2329999999, 'edge_length_avg': 150.63156225788595, 'street_length_total': 137015.711, 'street_length_avg': 149.58047052401747, 'street_segments_count': 916, 'node_density_km': 36.720095922430914, 'intersection_density_km': 28.23812254580053, 'edge_density_km': 14339.868271168922, 'street_density_km': 7218.407533429086, 'circuity_avg': 1.0334370279799099, 'self_loop_proportion': 0.0011068068622025456, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0334370279799099\n", - "2511\n", - "19996686.76670587\n", - "{'n': 1989, 'm': 5256, 'k_avg': 5.285067873303167, 'intersection_count': 1639, 'streets_per_node_avg': 2.8079436902966313, 'streets_per_node_counts': {0: 0, 1: 350, 2: 1, 3: 1330, 4: 298, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17596782302664657, 2: 0.0005027652086475615, 3: 0.6686777275012569, 4: 0.14982403217697335, 5: 0.004524886877828055, 6: 0.0005027652086475615}, 'edge_length_total': 424240.87599999923, 'edge_length_avg': 80.71553957382025, 'street_length_total': 224605.25600000002, 'street_length_avg': 81.23155732368897, 'street_segments_count': 2765, 'node_density_km': 99.4664777822919, 'intersection_density_km': 81.9635782228137, 'edge_density_km': 21215.558404722964, 'street_density_km': 11232.123532282547, 'circuity_avg': 1.0708883627616261, 'self_loop_proportion': 0.00380517503805175, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0708883627616261\n", - "2512\n", - "6000498.796137415\n", - "{'n': 476, 'm': 1352, 'k_avg': 5.680672268907563, 'intersection_count': 407, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 276, 4: 124, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14495798319327732, 2: 0.0, 3: 0.5798319327731093, 4: 0.2605042016806723, 5: 0.014705882352941176}, 'edge_length_total': 124333.4290000001, 'edge_length_avg': 91.96259541420126, 'street_length_total': 63471.08999999999, 'street_length_avg': 90.93279369627506, 'street_segments_count': 698, 'node_density_km': 79.32673868819144, 'intersection_density_km': 67.82769463465108, 'edge_density_km': 20720.515614474392, 'street_density_km': 10577.635652698908, 'circuity_avg': 1.049826955460463, 'self_loop_proportion': 0.0014792899408284023, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049826955460463\n", - "2513\n", - "8999447.305522101\n", - "{'n': 1408, 'm': 3334, 'k_avg': 4.735795454545454, 'intersection_count': 969, 'streets_per_node_avg': 2.4360795454545454, 'streets_per_node_counts': {0: 0, 1: 439, 2: 0, 3: 885, 4: 84}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3117897727272727, 2: 0.0, 3: 0.6285511363636364, 4: 0.05965909090909091}, 'edge_length_total': 181092.01500000045, 'edge_length_avg': 54.31674115176978, 'street_length_total': 91186.23499999988, 'street_length_avg': 53.70214075382796, 'street_segments_count': 1698, 'node_density_km': 156.45405236564304, 'intersection_density_km': 107.67327893629836, 'edge_density_km': 20122.570737080885, 'street_density_km': 10132.426126218617, 'circuity_avg': 1.1034075460334514, 'self_loop_proportion': 0.0065986802639472104, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1034075460334514\n", - "2514\n", - "10988501.83016861\n", - "{'n': 240, 'm': 586, 'k_avg': 4.883333333333334, 'intersection_count': 201, 'streets_per_node_avg': 2.7916666666666665, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 174, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1625, 2: 0.0, 3: 0.725, 4: 0.10833333333333334, 5: 0.004166666666666667}, 'edge_length_total': 100452.05400000006, 'edge_length_avg': 171.41988737201376, 'street_length_total': 51386.38599999996, 'street_length_avg': 160.08219937694693, 'street_segments_count': 321, 'node_density_km': 21.841011969537742, 'intersection_density_km': 18.29184752448786, 'edge_density_km': 9141.56047407772, 'street_density_km': 4676.377798738691, 'circuity_avg': 1.1340828017398379, 'self_loop_proportion': 0.020477815699658702, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1340828017398379\n", - "2515\n", - "15986009.659644756\n", - "{'n': 401, 'm': 1050, 'k_avg': 5.236907730673317, 'intersection_count': 307, 'streets_per_node_avg': 2.7680798004987532, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 212, 4: 95}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2344139650872818, 2: 0.0, 3: 0.5286783042394015, 4: 0.23690773067331672}, 'edge_length_total': 181496.15200000003, 'edge_length_avg': 172.85347809523813, 'street_length_total': 91833.66899999989, 'street_length_avg': 172.61967857142838, 'street_segments_count': 532, 'node_density_km': 25.084433735348505, 'intersection_density_km': 19.20429216147629, 'edge_density_km': 11353.43690290459, 'street_density_km': 5744.6273932778695, 'circuity_avg': 1.0300041496926202, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0300041496926202\n", - "2516\n", - "5992706.195056839\n", - "{'n': 590, 'm': 1582, 'k_avg': 5.36271186440678, 'intersection_count': 501, 'streets_per_node_avg': 2.847457627118644, 'streets_per_node_counts': {0: 0, 1: 89, 2: 1, 3: 413, 4: 85, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15084745762711865, 2: 0.001694915254237288, 3: 0.7, 4: 0.1440677966101695, 5: 0.003389830508474576}, 'edge_length_total': 135832.93700000015, 'edge_length_avg': 85.86152781289516, 'street_length_total': 70269.47899999993, 'street_length_avg': 85.69448658536577, 'street_segments_count': 820, 'node_density_km': 98.45301618268373, 'intersection_density_km': 83.60162899580432, 'edge_density_km': 22666.37685525843, 'street_density_km': 11725.8341578572, 'circuity_avg': 1.0616569645793128, 'self_loop_proportion': 0.0050568900126422255, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0616569645793128\n", - "2517\n", - "3995292.213488912\n", - "{'n': 19, 'm': 42, 'k_avg': 4.421052631578948, 'intersection_count': 12, 'streets_per_node_avg': 2.4210526315789473, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 9, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3684210526315789, 2: 0.0, 3: 0.47368421052631576, 4: 0.15789473684210525}, 'edge_length_total': 13016.922, 'edge_length_avg': 309.9267142857143, 'street_length_total': 6508.460999999998, 'street_length_avg': 309.9267142857142, 'street_segments_count': 21, 'node_density_km': 4.755597083950998, 'intersection_density_km': 3.003535000390104, 'edge_density_km': 3258.065068695663, 'street_density_km': 1629.032534347831, 'circuity_avg': 1.0320949624091964, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0320949624091964\n", - "2518\n", - "8989239.985781064\n", - "{'n': 353, 'm': 968, 'k_avg': 5.484419263456091, 'intersection_count': 309, 'streets_per_node_avg': 2.9206798866855523, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 249, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12464589235127478, 2: 0.0, 3: 0.7053824362606232, 4: 0.16997167138810199}, 'edge_length_total': 154289.3799999999, 'edge_length_avg': 159.38985537190072, 'street_length_total': 77144.69000000006, 'street_length_avg': 159.38985537190095, 'street_segments_count': 484, 'node_density_km': 39.26917075952648, 'intersection_density_km': 34.37442992831072, 'edge_density_km': 17163.784729749194, 'street_density_km': 8581.892364874611, 'circuity_avg': 1.017929368803228, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.017929368803228\n", - "2519\n", - "10990132.470736802\n", - "{'n': 489, 'm': 1338, 'k_avg': 5.47239263803681, 'intersection_count': 416, 'streets_per_node_avg': 2.965235173824131, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 288, 4: 127, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1492842535787321, 2: 0.0, 3: 0.588957055214724, 4: 0.25971370143149286, 5: 0.002044989775051125}, 'edge_length_total': 177462.90499999953, 'edge_length_avg': 132.63296337817604, 'street_length_total': 91515.71899999985, 'street_length_avg': 129.25949011299414, 'street_segments_count': 708, 'node_density_km': 44.494459125224395, 'intersection_density_km': 37.85213700632587, 'edge_density_km': 16147.476426924457, 'street_density_km': 8327.080610145225, 'circuity_avg': 1.0416818267452963, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0416818267452963\n", - "2520\n", - "9998799.67863246\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1206, 'm': 2843, 'k_avg': 4.714759535655058, 'intersection_count': 849, 'streets_per_node_avg': 2.4643449419568824, 'streets_per_node_counts': {0: 0, 1: 357, 2: 0, 3: 784, 4: 62, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2960199004975124, 2: 0.0, 3: 0.6500829187396352, 4: 0.05140961857379768, 5: 0.0024875621890547263}, 'edge_length_total': 194327.8960000001, 'edge_length_avg': 68.3531115019346, 'street_length_total': 98081.57299999992, 'street_length_avg': 67.64246413793097, 'street_segments_count': 1450, 'node_density_km': 120.61447761347141, 'intersection_density_km': 84.91019195177216, 'edge_density_km': 19435.12243927447, 'street_density_km': 9809.334735408418, 'circuity_avg': 1.097120155198711, 'self_loop_proportion': 0.007386563489271896, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.097120155198711\n", - "2521\n", - "117870850.53468035\n", - "{'n': 13702, 'm': 34794, 'k_avg': 5.078674646037075, 'intersection_count': 11162, 'streets_per_node_avg': 2.7941906291052403, 'streets_per_node_counts': {0: 0, 1: 2540, 2: 50, 3: 8922, 4: 2089, 5: 84, 6: 15, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18537439789811708, 2: 0.003649102320829076, 3: 0.6511458181287403, 4: 0.1524594949642388, 5: 0.006130491898992848, 6: 0.0010947306962487229, 7: 0.00014596409283316303}, 'edge_length_total': 2691847.8579999954, 'edge_length_avg': 77.36528878542263, 'street_length_total': 1470756.6699999918, 'street_length_avg': 77.25373831284756, 'street_segments_count': 19038, 'node_density_km': 116.24587366465597, 'intersection_density_km': 94.6968648259298, 'edge_density_km': 22837.26507265671, 'street_density_km': 12477.696252537524, 'circuity_avg': 1.0636999612083584, 'self_loop_proportion': 0.002414209346439041, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0636999612083584\n", - "2522\n", - "5993041.408075764\n", - "{'n': 200, 'm': 515, 'k_avg': 5.15, 'intersection_count': 154, 'streets_per_node_avg': 2.73, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 116, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23, 2: 0.0, 3: 0.58, 4: 0.19}, 'edge_length_total': 69893.26899999999, 'edge_length_avg': 135.7150854368932, 'street_length_total': 35393.165999999976, 'street_length_avg': 136.12756153846144, 'street_segments_count': 260, 'node_density_km': 33.372037064602175, 'intersection_density_km': 25.696468539743673, 'edge_density_km': 11662.403818171048, 'street_density_km': 5905.710237928083, 'circuity_avg': 1.008866175076331, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.008866175076331\n", - "2523\n", - "13986950.59523341\n", - "{'n': 545, 'm': 1484, 'k_avg': 5.445871559633027, 'intersection_count': 448, 'streets_per_node_avg': 2.770642201834862, 'streets_per_node_counts': {0: 0, 1: 97, 2: 0, 3: 379, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1779816513761468, 2: 0.0, 3: 0.6954128440366972, 4: 0.12660550458715597}, 'edge_length_total': 207591.83999999982, 'edge_length_avg': 139.88668463611847, 'street_length_total': 103795.91999999997, 'street_length_avg': 139.88668463611856, 'street_segments_count': 742, 'node_density_km': 38.96489061638136, 'intersection_density_km': 32.02985503878688, 'edge_density_km': 14841.822639363914, 'street_density_km': 7420.911319681962, 'circuity_avg': 1.0603789078954167, 'self_loop_proportion': 0.0013477088948787063, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0603789078954167\n", - "2524\n", - "6999028.996700625\n", - "{'n': 178, 'm': 409, 'k_avg': 4.595505617977528, 'intersection_count': 124, 'streets_per_node_avg': 2.449438202247191, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 114, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30337078651685395, 2: 0.0, 3: 0.6404494382022472, 4: 0.056179775280898875}, 'edge_length_total': 35359.544999999984, 'edge_length_avg': 86.45365525672368, 'street_length_total': 17900.344999999998, 'street_length_avg': 85.6475837320574, 'street_segments_count': 209, 'node_density_km': 25.43209923603832, 'intersection_density_km': 17.71674328802669, 'edge_density_km': 5052.064367309899, 'street_density_km': 2557.546912355743, 'circuity_avg': 1.0511656584882358, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0511656584882358\n", - "2525\n", - "34972604.08340858\n", - "{'n': 1376, 'm': 3513, 'k_avg': 5.1061046511627906, 'intersection_count': 1078, 'streets_per_node_avg': 2.739098837209302, 'streets_per_node_counts': {0: 0, 1: 298, 2: 2, 3: 841, 4: 231, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21656976744186046, 2: 0.0014534883720930232, 3: 0.6111918604651163, 4: 0.16787790697674418, 5: 0.0029069767441860465}, 'edge_length_total': 491154.90999999916, 'edge_length_avg': 139.810677483632, 'street_length_total': 259523.33700000032, 'street_length_avg': 140.51074011911226, 'street_segments_count': 1847, 'node_density_km': 39.34508270297181, 'intersection_density_km': 30.824127292008438, 'edge_density_km': 14043.99022814, 'street_density_km': 7420.761015709474, 'circuity_avg': 1.0574489136566558, 'self_loop_proportion': 0.002846569883290635, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0574489136566558\n", - "2526\n", - "520674669.655994\n", - "error with entry 2526\n", - "2527\n", - "5999474.84966326\n", - "{'n': 287, 'm': 774, 'k_avg': 5.393728222996516, 'intersection_count': 244, 'streets_per_node_avg': 2.8919860627177703, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 189, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14982578397212543, 2: 0.0, 3: 0.6585365853658537, 4: 0.1916376306620209}, 'edge_length_total': 78547.32499999994, 'edge_length_avg': 101.4823320413436, 'street_length_total': 41174.606000000014, 'street_length_avg': 101.16610810810815, 'street_segments_count': 407, 'node_density_km': 47.8375203149837, 'intersection_density_km': 40.67022633050879, 'edge_density_km': 13092.36674346733, 'street_density_km': 6863.0350208587115, 'circuity_avg': 1.0336879373261414, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0336879373261414\n", - "2528\n", - "21981866.31251188\n", - "{'n': 1541, 'm': 3866, 'k_avg': 5.017521090201168, 'intersection_count': 1186, 'streets_per_node_avg': 2.6398442569759895, 'streets_per_node_counts': {0: 0, 1: 355, 2: 0, 3: 1032, 4: 153, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23036988968202465, 2: 0.0, 3: 0.6696950032446464, 4: 0.09928617780661908, 5: 0.0006489292667099286}, 'edge_length_total': 387140.88500000007, 'edge_length_avg': 100.13990817382309, 'street_length_total': 197249.6060000001, 'street_length_avg': 98.47708736894663, 'street_segments_count': 2003, 'node_density_km': 70.10323773659185, 'intersection_density_km': 53.95356259286044, 'edge_density_km': 17611.829655230093, 'street_density_km': 8973.28749050427, 'circuity_avg': 1.0782047948353275, 'self_loop_proportion': 0.0015519917227108122, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0782047948353275\n", - "2529\n", - "9987970.047488933\n", - "{'n': 606, 'm': 1374, 'k_avg': 4.534653465346534, 'intersection_count': 390, 'streets_per_node_avg': 2.3415841584158414, 'streets_per_node_counts': {0: 0, 1: 216, 2: 0, 3: 357, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3564356435643564, 2: 0.0, 3: 0.5891089108910891, 4: 0.054455445544554455}, 'edge_length_total': 159689.35800000015, 'edge_length_avg': 116.2222401746726, 'street_length_total': 80184.64699999987, 'street_length_avg': 115.53983717579231, 'street_segments_count': 694, 'node_density_km': 60.67298931802003, 'intersection_density_km': 39.046973323478234, 'edge_density_km': 15988.169491972749, 'street_density_km': 8028.122493234651, 'circuity_avg': 1.0859426182124183, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0859426182124183\n", - "2530\n", - "16993801.901847076\n", - "{'n': 1168, 'm': 2978, 'k_avg': 5.0993150684931505, 'intersection_count': 978, 'streets_per_node_avg': 2.8527397260273974, 'streets_per_node_counts': {0: 0, 1: 190, 2: 0, 3: 774, 4: 200, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16267123287671234, 2: 0.0, 3: 0.6626712328767124, 4: 0.17123287671232876, 5: 0.003424657534246575}, 'edge_length_total': 325230.83799999906, 'edge_length_avg': 109.21116118200102, 'street_length_total': 181288.0109999997, 'street_length_avg': 110.20547781154997, 'street_segments_count': 1645, 'node_density_km': 68.73094124235077, 'intersection_density_km': 57.5503942936807, 'edge_density_km': 19138.203439022633, 'street_density_km': 10667.890095876386, 'circuity_avg': 1.0746972377948856, 'self_loop_proportion': 0.0033579583613163196, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0746972377948856\n", - "2531\n", - "30970949.8590563\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1913, 'm': 5290, 'k_avg': 5.530580240460011, 'intersection_count': 1650, 'streets_per_node_avg': 2.8808154730789335, 'streets_per_node_counts': {0: 0, 1: 263, 2: 1, 3: 1358, 4: 284, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1374803972817564, 2: 0.0005227391531625719, 3: 0.7098797699947726, 4: 0.14845791949817042, 5: 0.0031364349189754314, 6: 0.0005227391531625719}, 'edge_length_total': 513309.6329999997, 'edge_length_avg': 97.03395708884682, 'street_length_total': 262037.9870000007, 'street_length_avg': 96.69298413284159, 'street_segments_count': 2710, 'node_density_km': 61.7675598813, 'intersection_density_km': 53.2757312096942, 'edge_density_km': 16573.906687911975, 'street_density_km': 8460.766886146292, 'circuity_avg': 1.0655990735319112, 'self_loop_proportion': 0.0030245746691871457, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0655990735319112\n", - "2532\n", - "26967942.611068044\n", - "{'n': 2201, 'm': 5175, 'k_avg': 4.702407996365289, 'intersection_count': 1512, 'streets_per_node_avg': 2.429804634257156, 'streets_per_node_counts': {0: 0, 1: 689, 2: 2, 3: 1385, 4: 125}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3130395274875057, 2: 0.0009086778736937755, 3: 0.6292594275329396, 4: 0.05679236710586097}, 'edge_length_total': 522841.85299999785, 'edge_length_avg': 101.03224212560345, 'street_length_total': 264412.972, 'street_length_avg': 100.11850511170012, 'street_segments_count': 2641, 'node_density_km': 81.61542138170662, 'intersection_density_km': 56.06656843668352, 'edge_density_km': 19387.532098403968, 'street_density_km': 9804.714279222806, 'circuity_avg': 1.0725490858248468, 'self_loop_proportion': 0.001932367149758454, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0725490858248468\n", - "2533\n", - "13983988.326226508\n", - "{'n': 921, 'm': 2453, 'k_avg': 5.326818675352877, 'intersection_count': 762, 'streets_per_node_avg': 2.766558089033659, 'streets_per_node_counts': {0: 0, 1: 159, 2: 0, 3: 662, 4: 97, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17263843648208468, 2: 0.0, 3: 0.7187839305103149, 4: 0.10532030401737243, 5: 0.003257328990228013}, 'edge_length_total': 277954.04300000035, 'edge_length_avg': 113.3118805544233, 'street_length_total': 139152.47600000002, 'street_length_avg': 113.22414646053704, 'street_segments_count': 1229, 'node_density_km': 65.86103896216038, 'intersection_density_km': 54.49089217064735, 'edge_density_km': 19876.592894368106, 'street_density_km': 9950.843261147762, 'circuity_avg': 1.0775381939897621, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0775381939897621\n", - "2534\n", - "13988204.18465511\n", - "{'n': 871, 'm': 2208, 'k_avg': 5.070034443168772, 'intersection_count': 613, 'streets_per_node_avg': 2.587830080367394, 'streets_per_node_counts': {0: 0, 1: 258, 2: 0, 3: 459, 4: 151, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29621125143513205, 2: 0.0, 3: 0.5269804822043628, 4: 0.17336394948335246, 5: 0.003444316877152698}, 'edge_length_total': 222671.34800000026, 'edge_length_avg': 100.84753079710157, 'street_length_total': 111472.44100000011, 'street_length_avg': 100.3352304230424, 'street_segments_count': 1111, 'node_density_km': 62.26674907673113, 'intersection_density_km': 43.82263740991525, 'edge_density_km': 15918.508556249704, 'street_density_km': 7969.031587505995, 'circuity_avg': 1.0765083389820367, 'self_loop_proportion': 0.0009057971014492754, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0765083389820367\n", - "2535\n", - "4996822.444965817\n", - "{'n': 48, 'm': 128, 'k_avg': 5.333333333333333, 'intersection_count': 39, 'streets_per_node_avg': 2.8125, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 30, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.625, 4: 0.1875}, 'edge_length_total': 36890.57199999997, 'edge_length_avg': 288.2075937499998, 'street_length_total': 18445.285999999996, 'street_length_avg': 288.20759374999994, 'street_segments_count': 64, 'node_density_km': 9.606104785323899, 'intersection_density_km': 7.804960138075668, 'edge_density_km': 7382.806254636158, 'street_density_km': 3691.403127318081, 'circuity_avg': 1.0397736548395555, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397736548395555\n", - "2536\n", - "3000499.2560271197\n", - "{'n': 195, 'm': 452, 'k_avg': 4.635897435897436, 'intersection_count': 140, 'streets_per_node_avg': 2.5076923076923077, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 126, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28205128205128205, 2: 0.0, 3: 0.6461538461538462, 4: 0.07179487179487179}, 'edge_length_total': 39706.34199999997, 'edge_length_avg': 87.8458893805309, 'street_length_total': 20743.04299999999, 'street_length_avg': 87.52338818565397, 'street_segments_count': 237, 'node_density_km': 64.98918458596596, 'intersection_density_km': 46.65890175402684, 'edge_density_km': 13233.245074212773, 'street_density_km': 6913.197181546812, 'circuity_avg': 1.0744933759452024, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0744933759452024\n", - "2537\n", - "23998487.7391414\n", - "{'n': 1135, 'm': 2682, 'k_avg': 4.7259911894273126, 'intersection_count': 816, 'streets_per_node_avg': 2.488986784140969, 'streets_per_node_counts': {0: 0, 1: 319, 2: 0, 3: 759, 4: 56, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28105726872246695, 2: 0.0, 3: 0.6687224669603524, 4: 0.04933920704845815, 5: 0.000881057268722467}, 'edge_length_total': 227498.04800000027, 'edge_length_avg': 84.8240298284863, 'street_length_total': 115807.24300000002, 'street_length_avg': 83.19485847701151, 'street_segments_count': 1392, 'node_density_km': 47.294646743462145, 'intersection_density_km': 34.00214250455076, 'edge_density_km': 9479.682656376393, 'street_density_km': 4825.605857285709, 'circuity_avg': 1.1209749337863837, 'self_loop_proportion': 0.011185682326621925, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1209749337863837\n", - "2538\n", - "21972414.243706066\n", - "{'n': 779, 'm': 2013, 'k_avg': 5.168164313222079, 'intersection_count': 594, 'streets_per_node_avg': 2.676508344030809, 'streets_per_node_counts': {0: 0, 1: 185, 2: 0, 3: 478, 4: 114, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2374839537869063, 2: 0.0, 3: 0.613607188703466, 4: 0.14634146341463414, 5: 0.0025673940949935813}, 'edge_length_total': 313763.94500000076, 'edge_length_avg': 155.8688251366124, 'street_length_total': 157797.86900000033, 'street_length_avg': 155.46588078817766, 'street_segments_count': 1015, 'node_density_km': 35.453546040037104, 'intersection_density_km': 27.033897750682975, 'edge_density_km': 14279.90304205545, 'street_density_km': 7181.635447511238, 'circuity_avg': 1.0516375045048025, 'self_loop_proportion': 0.0009935419771485345, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0516375045048025\n", - "2539\n", - "12998637.590449495\n", - "{'n': 1779, 'm': 3825, 'k_avg': 4.300168634064081, 'intersection_count': 1070, 'streets_per_node_avg': 2.2282181000562113, 'streets_per_node_counts': {0: 0, 1: 709, 2: 2, 3: 1022, 4: 45, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.39853850477796515, 2: 0.0011242270938729624, 3: 0.5744800449690838, 4: 0.025295109612141653, 5: 0.0005621135469364812}, 'edge_length_total': 230347.55299999943, 'edge_length_avg': 60.22158248365998, 'street_length_total': 116801.98400000004, 'street_length_avg': 59.62326901480349, 'street_segments_count': 1959, 'node_density_km': 136.8604969267769, 'intersection_density_km': 82.31631911840994, 'edge_density_km': 17720.899701768973, 'street_density_km': 8985.709708978893, 'circuity_avg': 1.0670277964440926, 'self_loop_proportion': 0.007058823529411765, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0670277964440926\n", - "2540\n", - "17981753.29267818\n", - "{'n': 882, 'm': 1971, 'k_avg': 4.469387755102041, 'intersection_count': 583, 'streets_per_node_avg': 2.365079365079365, 'streets_per_node_counts': {0: 0, 1: 299, 2: 3, 3: 541, 4: 37, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33900226757369617, 2: 0.003401360544217687, 3: 0.6133786848072562, 4: 0.04195011337868481, 5: 0.0022675736961451248}, 'edge_length_total': 247588.71100000004, 'edge_length_avg': 125.61578437341453, 'street_length_total': 125511.48, 'street_length_avg': 123.53492125984252, 'street_segments_count': 1016, 'node_density_km': 49.04972199563728, 'intersection_density_km': 32.421755015256835, 'edge_density_km': 13768.885990712226, 'street_density_km': 6979.935602336721, 'circuity_avg': 1.112705653434544, 'self_loop_proportion': 0.0020294266869609334, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.112705653434544\n", - "2541\n", - "26975297.150010783\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3015, 'm': 8130, 'k_avg': 5.393034825870647, 'intersection_count': 2577, 'streets_per_node_avg': 2.8507462686567164, 'streets_per_node_counts': {0: 0, 1: 438, 2: 1, 3: 2173, 4: 380, 5: 22, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14527363184079603, 2: 0.0003316749585406302, 3: 0.7207296849087894, 4: 0.12603648424543948, 5: 0.007296849087893864, 6: 0.0003316749585406302}, 'edge_length_total': 555630.1090000018, 'edge_length_avg': 68.3431868388686, 'street_length_total': 295100.3519999996, 'street_length_avg': 69.06163164053349, 'street_segments_count': 4273, 'node_density_km': 111.76892633409953, 'intersection_density_km': 95.5318484785985, 'edge_density_km': 20597.73821619532, 'street_density_km': 10939.651576734592, 'circuity_avg': 1.1016028539217304, 'self_loop_proportion': 0.0045510455104551045, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1016028539217304\n", - "2542\n", - "7990293.365099142\n", - "{'n': 122, 'm': 364, 'k_avg': 5.967213114754099, 'intersection_count': 107, 'streets_per_node_avg': 3.057377049180328, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 70, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12295081967213115, 2: 0.0, 3: 0.5737704918032787, 4: 0.30327868852459017}, 'edge_length_total': 72384.95400000001, 'edge_length_avg': 198.85976373626377, 'street_length_total': 36192.477, 'street_length_avg': 198.85976373626374, 'street_segments_count': 182, 'node_density_km': 15.268525750616948, 'intersection_density_km': 13.391247994393552, 'edge_density_km': 9059.110935296914, 'street_density_km': 4529.555467648456, 'circuity_avg': 1.0275513914790357, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0275513914790357\n", - "2543\n", - "8995657.597860897\n", - "{'n': 212, 'm': 574, 'k_avg': 5.415094339622642, 'intersection_count': 173, 'streets_per_node_avg': 2.792452830188679, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 139, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18396226415094338, 2: 0.0, 3: 0.6556603773584906, 4: 0.16037735849056603}, 'edge_length_total': 88548.66800000006, 'edge_length_avg': 154.26597212543564, 'street_length_total': 44349.924999999996, 'street_length_avg': 153.99279513888888, 'street_segments_count': 288, 'node_density_km': 23.566926341261823, 'intersection_density_km': 19.231501212444787, 'edge_density_km': 9843.490265909666, 'street_density_km': 4930.148187337199, 'circuity_avg': 1.0549715752095337, 'self_loop_proportion': 0.006968641114982578, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0549715752095337\n", - "2544\n", - "8994104.795646619\n", - "{'n': 652, 'm': 1766, 'k_avg': 5.41717791411043, 'intersection_count': 571, 'streets_per_node_avg': 2.9662576687116564, 'streets_per_node_counts': {0: 0, 1: 81, 2: 1, 3: 435, 4: 130, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12423312883435583, 2: 0.0015337423312883436, 3: 0.6671779141104295, 4: 0.19938650306748465, 5: 0.006134969325153374, 6: 0.0015337423312883436}, 'edge_length_total': 139394.91800000012, 'edge_length_avg': 78.93256964892419, 'street_length_total': 74628.52100000008, 'street_length_avg': 78.63911591148586, 'street_segments_count': 949, 'node_density_km': 72.49192830347997, 'intersection_density_km': 63.48602923510285, 'edge_density_km': 15498.476075959321, 'street_density_km': 8297.492935163735, 'circuity_avg': 1.0688467617555162, 'self_loop_proportion': 0.0022650056625141564, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0688467617555162\n", - "2545\n", - "6994940.123047709\n", - "{'n': 199, 'm': 534, 'k_avg': 5.366834170854271, 'intersection_count': 173, 'streets_per_node_avg': 2.9045226130653266, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 140, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1306532663316583, 2: 0.0, 3: 0.7035175879396985, 4: 0.1658291457286432}, 'edge_length_total': 78978.85899999995, 'edge_length_avg': 147.9004850187265, 'street_length_total': 40256.20300000003, 'street_length_avg': 148.0007463235295, 'street_segments_count': 272, 'node_density_km': 28.44913558935445, 'intersection_density_km': 24.732163100293064, 'edge_density_km': 11290.855620017617, 'street_density_km': 5755.046117887328, 'circuity_avg': 1.0390846278487051, 'self_loop_proportion': 0.003745318352059925, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0390846278487051\n", - "2546\n", - "6993917.043136035\n", - "{'n': 374, 'm': 910, 'k_avg': 4.866310160427807, 'intersection_count': 285, 'streets_per_node_avg': 2.6176470588235294, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 250, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23796791443850268, 2: 0.0, 3: 0.6684491978609626, 4: 0.09358288770053476}, 'edge_length_total': 104805.71400000007, 'edge_length_avg': 115.17111428571435, 'street_length_total': 53295.97200000001, 'street_length_avg': 113.6374669509595, 'street_segments_count': 469, 'node_density_km': 53.47504090959312, 'intersection_density_km': 40.74969694982363, 'edge_density_km': 14985.26696178909, 'street_density_km': 7620.332307530828, 'circuity_avg': 1.0585085360325621, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0585085360325621\n", - "2547\n", - "46970022.20828382\n", - "{'n': 2446, 'm': 5913, 'k_avg': 4.83483237939493, 'intersection_count': 1705, 'streets_per_node_avg': 2.5224856909239577, 'streets_per_node_counts': {0: 0, 1: 741, 2: 1, 3: 1397, 4: 299, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3029435813573181, 2: 0.0004088307440719542, 3: 0.57113654946852, 4: 0.12224039247751431, 5: 0.003270645952575634}, 'edge_length_total': 630553.8189999968, 'edge_length_avg': 106.63856232031063, 'street_length_total': 322325.0590000001, 'street_length_avg': 105.74969127296592, 'street_segments_count': 3048, 'node_density_km': 52.07576843701414, 'intersection_density_km': 36.299748644770695, 'edge_density_km': 13424.60125319655, 'street_density_km': 6862.356963994655, 'circuity_avg': 1.0780575653161915, 'self_loop_proportion': 0.0006764755623203111, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0780575653161915\n", - "2548\n", - "2998786.026517304\n", - "{'n': 25, 'm': 68, 'k_avg': 5.44, 'intersection_count': 19, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 7, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24, 2: 0.0, 3: 0.28, 4: 0.48}, 'edge_length_total': 12631.394, 'edge_length_avg': 185.75579411764707, 'street_length_total': 6315.697, 'street_length_avg': 185.75579411764707, 'street_segments_count': 34, 'node_density_km': 8.336706847015094, 'intersection_density_km': 6.335897203731472, 'edge_density_km': 4212.169153885816, 'street_density_km': 2106.084576942908, 'circuity_avg': 1.013329751682379, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.013329751682379\n", - "2549\n", - "36958050.958817914\n", - "{'n': 2319, 'm': 5826, 'k_avg': 5.02457956015524, 'intersection_count': 1735, 'streets_per_node_avg': 2.608020698576973, 'streets_per_node_counts': {0: 0, 1: 584, 2: 0, 3: 1481, 4: 249, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25183268650280294, 2: 0.0, 3: 0.6386373436826218, 4: 0.1073738680465718, 5: 0.0021561017680034496}, 'edge_length_total': 642104.9489999992, 'edge_length_avg': 110.21368846549935, 'street_length_total': 324028.5259999993, 'street_length_avg': 109.02709488559869, 'street_segments_count': 2972, 'node_density_km': 62.746815371407024, 'intersection_density_km': 46.94511628693022, 'edge_density_km': 17373.885590327587, 'street_density_km': 8767.46791547698, 'circuity_avg': 1.0643816948377642, 'self_loop_proportion': 0.003089598352214212, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0643816948377642\n", - "2550\n", - "6998424.239167989\n", - "{'n': 267, 'm': 696, 'k_avg': 5.213483146067416, 'intersection_count': 212, 'streets_per_node_avg': 2.7865168539325844, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 159, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20599250936329588, 2: 0.0, 3: 0.5955056179775281, 4: 0.19850187265917604}, 'edge_length_total': 106334.33599999994, 'edge_length_avg': 152.77921839080452, 'street_length_total': 53167.168, 'street_length_avg': 152.7792183908046, 'street_segments_count': 348, 'node_density_km': 38.151445364755766, 'intersection_density_km': 30.292533398233044, 'edge_density_km': 15194.039738957228, 'street_density_km': 7597.019869478619, 'circuity_avg': 1.0371647968577145, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0371647968577145\n", - "2551\n", - "6991590.698528671\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 453, 'm': 1135, 'k_avg': 5.011037527593819, 'intersection_count': 339, 'streets_per_node_avg': 2.6070640176600444, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 290, 4: 48, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25165562913907286, 2: 0.0, 3: 0.6401766004415012, 4: 0.10596026490066225, 5: 0.002207505518763797}, 'edge_length_total': 102345.60300000019, 'edge_length_avg': 90.17233744493409, 'street_length_total': 51735.04800000003, 'street_length_avg': 89.35241450777208, 'street_segments_count': 579, 'node_density_km': 64.79212235569375, 'intersection_density_km': 48.486820041015854, 'edge_density_km': 14638.385942921126, 'street_density_km': 7399.610507933094, 'circuity_avg': 1.0641194946239394, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641194946239394\n", - "2552\n", - "12985621.3549309\n", - "{'n': 659, 'm': 1730, 'k_avg': 5.250379362670714, 'intersection_count': 513, 'streets_per_node_avg': 2.6783004552352048, 'streets_per_node_counts': {0: 0, 1: 146, 2: 0, 3: 434, 4: 78, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22154779969650987, 2: 0.0, 3: 0.6585735963581184, 4: 0.11836115326251896, 5: 0.0015174506828528073}, 'edge_length_total': 156272.83600000013, 'edge_length_avg': 90.33111907514458, 'street_length_total': 78326.97299999988, 'street_length_avg': 90.03100344827573, 'street_segments_count': 870, 'node_density_km': 50.74843798288978, 'intersection_density_km': 39.50523320974576, 'edge_density_km': 12034.297915259958, 'street_density_km': 6031.823265065214, 'circuity_avg': 1.0492721631261026, 'self_loop_proportion': 0.0011560693641618498, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0492721631261026\n", - "2553\n", - "10985999.117121885\n", - "{'n': 71, 'm': 202, 'k_avg': 5.690140845070423, 'intersection_count': 60, 'streets_per_node_avg': 3.028169014084507, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 36, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15492957746478872, 2: 0.0, 3: 0.5070422535211268, 4: 0.3380281690140845}, 'edge_length_total': 58815.93800000001, 'edge_length_avg': 291.16800990099017, 'street_length_total': 29407.968999999997, 'street_length_avg': 291.16800990099006, 'street_segments_count': 101, 'node_density_km': 6.4627713185726705, 'intersection_density_km': 5.461496888934652, 'edge_density_km': 5353.7177067795565, 'street_density_km': 2676.8588533897773, 'circuity_avg': 1.0588228660421501, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0588228660421501\n", - "2554\n", - "5997489.623650677\n", - "{'n': 255, 'm': 678, 'k_avg': 5.317647058823529, 'intersection_count': 208, 'streets_per_node_avg': 2.776470588235294, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 172, 4: 35, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1843137254901961, 2: 0.0, 3: 0.6745098039215687, 4: 0.13725490196078433, 5: 0.00392156862745098}, 'edge_length_total': 77603.6770000001, 'edge_length_avg': 114.45970058997065, 'street_length_total': 38929.81499999999, 'street_length_avg': 113.8298684210526, 'street_segments_count': 342, 'node_density_km': 42.517789275437096, 'intersection_density_km': 34.681177134474176, 'edge_density_km': 12939.359943863092, 'street_density_km': 6491.01831647745, 'circuity_avg': 1.1269959721371428, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1269959721371428\n", - "2555\n", - "6991537.36288326\n", - "{'n': 235, 'm': 567, 'k_avg': 4.825531914893617, 'intersection_count': 198, 'streets_per_node_avg': 2.8170212765957445, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 167, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1574468085106383, 2: 0.0, 3: 0.7106382978723405, 4: 0.13191489361702127}, 'edge_length_total': 74980.10399999993, 'edge_length_avg': 132.24004232804222, 'street_length_total': 43042.21300000001, 'street_length_avg': 136.64194603174607, 'street_segments_count': 315, 'node_density_km': 33.6120638141148, 'intersection_density_km': 28.319951639126508, 'edge_density_km': 10724.408682710477, 'street_density_km': 6156.330255560519, 'circuity_avg': 1.0638385899180267, 'self_loop_proportion': 0.003527336860670194, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0638385899180267\n", - "2556\n", - "6996888.68683214\n", - "{'n': 165, 'm': 424, 'k_avg': 5.13939393939394, 'intersection_count': 134, 'streets_per_node_avg': 2.721212121212121, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 118, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18787878787878787, 2: 0.0, 3: 0.7151515151515152, 4: 0.09696969696969697}, 'edge_length_total': 76560.62799999997, 'edge_length_avg': 180.56751886792446, 'street_length_total': 38280.31399999995, 'street_length_avg': 180.5675188679243, 'street_segments_count': 212, 'node_density_km': 23.581910101060103, 'intersection_density_km': 19.151369415406386, 'edge_density_km': 10942.096041070934, 'street_density_km': 5471.0480205354625, 'circuity_avg': 1.0358568179194423, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0358568179194423\n", - "2557\n", - "4993757.504314806\n", - "{'n': 150, 'm': 387, 'k_avg': 5.16, 'intersection_count': 126, 'streets_per_node_avg': 2.8866666666666667, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 95, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16, 2: 0.0, 3: 0.6333333333333333, 4: 0.20666666666666667}, 'edge_length_total': 65481.74499999998, 'edge_length_avg': 169.20347545219633, 'street_length_total': 35528.832, 'street_length_avg': 175.01887684729064, 'street_segments_count': 203, 'node_density_km': 30.037501795069943, 'intersection_density_km': 25.231501507858752, 'edge_density_km': 13112.720219878745, 'street_density_km': 7114.649033178257, 'circuity_avg': 1.0238646750598386, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0238646750598386\n", - "2558\n", - "14999858.670246478\n", - "{'n': 1086, 'm': 2946, 'k_avg': 5.425414364640884, 'intersection_count': 884, 'streets_per_node_avg': 2.841620626151013, 'streets_per_node_counts': {0: 0, 1: 202, 2: 0, 3: 653, 4: 230, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1860036832412523, 2: 0.0, 3: 0.6012891344383057, 4: 0.21178637200736647, 5: 0.0009208103130755065}, 'edge_length_total': 354751.73300000123, 'edge_length_avg': 120.41810353021087, 'street_length_total': 178155.2510000003, 'street_length_avg': 119.48708987256896, 'street_segments_count': 1491, 'node_density_km': 72.40068215803761, 'intersection_density_km': 58.933888607463395, 'edge_density_km': 23650.338366432883, 'street_density_km': 11877.12863944423, 'circuity_avg': 1.04674621645472, 'self_loop_proportion': 0.0006788866259334691, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04674621645472\n", - "2559\n", - "12983130.4315665\n", - "{'n': 358, 'm': 1112, 'k_avg': 6.212290502793296, 'intersection_count': 318, 'streets_per_node_avg': 3.1927374301675977, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 169, 4: 149}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11173184357541899, 2: 0.0, 3: 0.4720670391061452, 4: 0.41620111731843573}, 'edge_length_total': 179517.75400000004, 'edge_length_avg': 161.43682913669068, 'street_length_total': 89758.87700000001, 'street_length_avg': 161.43682913669065, 'street_segments_count': 556, 'node_density_km': 27.574243506756865, 'intersection_density_km': 24.493322444549396, 'edge_density_km': 13827.000733469491, 'street_density_km': 6913.500366734744, 'circuity_avg': 1.0427318185544738, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0427318185544738\n", - "2560\n", - "6999147.2631740235\n", - "{'n': 262, 'm': 708, 'k_avg': 5.404580152671755, 'intersection_count': 212, 'streets_per_node_avg': 2.7404580152671754, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 181, 4: 30, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19083969465648856, 2: 0.0, 3: 0.6908396946564885, 4: 0.11450381679389313, 5: 0.003816793893129771}, 'edge_length_total': 72018.71900000003, 'edge_length_avg': 101.72135451977405, 'street_length_total': 36082.97299999999, 'street_length_avg': 101.6421774647887, 'street_segments_count': 355, 'node_density_km': 37.43313151567929, 'intersection_density_km': 30.289404127190878, 'edge_density_km': 10289.641908083022, 'street_density_km': 5155.338449563758, 'circuity_avg': 1.0682971869617048, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0682971869617048\n", - "2561\n", - "4993962.116993112\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 263, 'm': 632, 'k_avg': 4.806083650190114, 'intersection_count': 192, 'streets_per_node_avg': 2.5285171102661597, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 175, 4: 16, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26996197718631176, 2: 0.0, 3: 0.6653992395437263, 4: 0.060836501901140684, 5: 0.0038022813688212928}, 'edge_length_total': 71938.54200000002, 'edge_length_avg': 113.82680696202534, 'street_length_total': 35969.271000000015, 'street_length_avg': 113.82680696202536, 'street_segments_count': 316, 'node_density_km': 52.66359532545945, 'intersection_density_km': 38.446427005658606, 'edge_density_km': 14405.103666127638, 'street_density_km': 7202.551833063821, 'circuity_avg': 1.0695843786216115, 'self_loop_proportion': 0.0031645569620253164, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0695843786216115\n", - "2562\n", - "9000392.431079965\n", - "{'n': 839, 'm': 2235, 'k_avg': 5.32777115613826, 'intersection_count': 665, 'streets_per_node_avg': 2.738974970202622, 'streets_per_node_counts': {0: 0, 1: 174, 2: 0, 3: 537, 4: 127, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20738974970202623, 2: 0.0, 3: 0.6400476758045291, 4: 0.15137067938021453, 5: 0.0011918951132300357}, 'edge_length_total': 177989.8929999996, 'edge_length_avg': 79.63753601789692, 'street_length_total': 91095.225, 'street_length_avg': 80.47281360424029, 'street_segments_count': 1132, 'node_density_km': 93.21815758863836, 'intersection_density_km': 73.88566721864662, 'edge_density_km': 19775.792484933067, 'street_density_km': 10121.250345199605, 'circuity_avg': 1.082054524796665, 'self_loop_proportion': 0.0071588366890380315, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.082054524796665\n", - "2563\n", - "12995798.367371138\n", - "{'n': 345, 'm': 954, 'k_avg': 5.530434782608696, 'intersection_count': 297, 'streets_per_node_avg': 2.8260869565217392, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 261, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1391304347826087, 2: 0.0, 3: 0.7565217391304347, 4: 0.10434782608695652}, 'edge_length_total': 147262.45999999988, 'edge_length_avg': 154.3631656184485, 'street_length_total': 73631.2299999999, 'street_length_avg': 154.36316561844842, 'street_segments_count': 477, 'node_density_km': 26.547041608940297, 'intersection_density_km': 22.85354016769643, 'edge_density_km': 11331.543921898268, 'street_density_km': 5665.771960949131, 'circuity_avg': 1.048473195317774, 'self_loop_proportion': 0.0020964360587002098, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048473195317774\n", - "2564\n", - "35954610.76274617\n", - "error with entry 2564\n", - "2565\n", - "30958974.117734626\n", - "{'n': 540, 'm': 1425, 'k_avg': 5.277777777777778, 'intersection_count': 410, 'streets_per_node_avg': 2.7314814814814814, 'streets_per_node_counts': {0: 0, 1: 130, 2: 0, 3: 295, 4: 115}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24074074074074073, 2: 0.0, 3: 0.5462962962962963, 4: 0.21296296296296297}, 'edge_length_total': 291705.2030000004, 'edge_length_avg': 204.70540561403536, 'street_length_total': 145983.321, 'street_length_avg': 204.45843277310925, 'street_segments_count': 714, 'node_density_km': 17.44243843308312, 'intersection_density_km': 13.243332884377924, 'edge_density_km': 9422.314896180593, 'street_density_km': 4715.3797940731665, 'circuity_avg': 1.0456437618682113, 'self_loop_proportion': 0.0014035087719298245, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456437618682113\n", - "2566\n", - "5998694.97028124\n", - "{'n': 388, 'm': 981, 'k_avg': 5.056701030927835, 'intersection_count': 302, 'streets_per_node_avg': 2.6469072164948453, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 267, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22164948453608246, 2: 0.0, 3: 0.6881443298969072, 4: 0.09020618556701031}, 'edge_length_total': 101865.60899999991, 'edge_length_avg': 103.83854128440358, 'street_length_total': 51518.83700000004, 'street_length_avg': 103.03767400000008, 'street_segments_count': 500, 'node_density_km': 64.68073504691125, 'intersection_density_km': 50.34428346434844, 'edge_density_km': 16981.29501577642, 'street_density_km': 8588.340840005181, 'circuity_avg': 1.0854753875756447, 'self_loop_proportion': 0.004077471967380225, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0854753875756447\n", - "2567\n", - "2995990.034833816\n", - "{'n': 10, 'm': 20, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.3, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 5, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.5, 4: 0.1}, 'edge_length_total': 10007.978000000001, 'edge_length_avg': 500.3989, 'street_length_total': 5003.989, 'street_length_avg': 500.39889999999997, 'street_segments_count': 10, 'node_density_km': 3.3377948136448623, 'intersection_density_km': 2.0026768881869175, 'edge_density_km': 3340.4577063471884, 'street_density_km': 1670.2288531735937, 'circuity_avg': 1.042832198034981, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042832198034981\n", - "2568\n", - "5994599.126733723\n", - "{'n': 484, 'm': 1307, 'k_avg': 5.400826446280992, 'intersection_count': 402, 'streets_per_node_avg': 2.7789256198347108, 'streets_per_node_counts': {0: 0, 1: 82, 2: 1, 3: 343, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16942148760330578, 2: 0.002066115702479339, 3: 0.7086776859504132, 4: 0.11983471074380166}, 'edge_length_total': 112578.7830000002, 'edge_length_avg': 86.13525860749824, 'street_length_total': 56468.914999999964, 'street_length_avg': 85.68879362670708, 'street_segments_count': 659, 'node_density_km': 80.73934382726891, 'intersection_density_km': 67.06036408793823, 'edge_density_km': 18780.035265067174, 'street_density_km': 9419.965173012024, 'circuity_avg': 1.0873971963013291, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0873971963013291\n", - "2569\n", - "30959256.26646944\n", - "{'n': 3493, 'm': 7761, 'k_avg': 4.443744632121386, 'intersection_count': 2222, 'streets_per_node_avg': 2.337245920412253, 'streets_per_node_counts': {0: 0, 1: 1271, 2: 2, 3: 1997, 4: 217, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3638705983395362, 2: 0.000572573718866304, 3: 0.5717148582880046, 4: 0.06212424849699399, 5: 0.0017177211565989122}, 'edge_length_total': 614330.2990000013, 'edge_length_avg': 79.15607511918584, 'street_length_total': 313385.03100000153, 'street_length_avg': 77.47466773794847, 'street_segments_count': 4045, 'node_density_km': 112.82570776039955, 'intersection_density_km': 71.77174996954132, 'edge_density_km': 19843.18659700344, 'street_density_km': 10122.498689977077, 'circuity_avg': 1.0626781911875318, 'self_loop_proportion': 0.0015461925009663702, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0626781911875318\n", - "2570\n", - "12993939.284609824\n", - "{'n': 507, 'm': 1309, 'k_avg': 5.16370808678501, 'intersection_count': 419, 'streets_per_node_avg': 2.747534516765286, 'streets_per_node_counts': {0: 0, 1: 88, 2: 3, 3: 365, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17357001972386588, 2: 0.005917159763313609, 3: 0.7199211045364892, 4: 0.10059171597633136}, 'edge_length_total': 147945.017, 'edge_length_avg': 113.02140336134453, 'street_length_total': 75985.57900000004, 'street_length_avg': 111.4158049853373, 'street_segments_count': 682, 'node_density_km': 39.0181906268022, 'intersection_density_km': 32.24580251011859, 'edge_density_km': 11385.694034697224, 'street_density_km': 5847.7708211241425, 'circuity_avg': 1.0858339007962632, 'self_loop_proportion': 0.006111535523300229, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0858339007962632\n", - "2571\n", - "231706217.68089586\n", - "error with entry 2571\n", - "2572\n", - "36971372.856506616\n", - "{'n': 640, 'm': 1666, 'k_avg': 5.20625, 'intersection_count': 505, 'streets_per_node_avg': 2.6828125, 'streets_per_node_counts': {0: 0, 1: 135, 2: 1, 3: 436, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2109375, 2: 0.0015625, 3: 0.68125, 4: 0.10625}, 'edge_length_total': 379204.22100000066, 'edge_length_avg': 227.61357803121288, 'street_length_total': 191391.90899999999, 'street_length_avg': 226.49930059171595, 'street_segments_count': 845, 'node_density_km': 17.31069069260613, 'intersection_density_km': 13.659216874634524, 'edge_density_km': 10256.698404783858, 'street_density_km': 5176.75959026003, 'circuity_avg': 1.0495571265841535, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0495571265841535\n", - "2573\n", - "4996840.497570837\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 271, 'm': 742, 'k_avg': 5.476014760147602, 'intersection_count': 242, 'streets_per_node_avg': 3.018450184501845, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 182, 4: 57, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1070110701107011, 2: 0.0, 3: 0.6715867158671587, 4: 0.21033210332103322, 5: 0.01107011070110701}, 'edge_length_total': 81851.58099999992, 'edge_length_avg': 110.3121037735848, 'street_length_total': 42658.860000000015, 'street_length_avg': 109.10194373401538, 'street_segments_count': 391, 'node_density_km': 54.234270661980084, 'intersection_density_km': 48.430603321768196, 'edge_density_km': 16380.6671515313, 'street_density_km': 8537.166639747295, 'circuity_avg': 1.0224684194752587, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0224684194752587\n", - "2574\n", - "84896340.76796074\n", - "{'n': 2549, 'm': 6705, 'k_avg': 5.2608866222047865, 'intersection_count': 2001, 'streets_per_node_avg': 2.707728520988623, 'streets_per_node_counts': {0: 0, 1: 548, 2: 0, 3: 1655, 4: 341, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21498626912514712, 2: 0.0, 3: 0.6492742251863476, 4: 0.13377795213809338, 5: 0.001961553550411926}, 'edge_length_total': 1149026.3260000027, 'edge_length_avg': 171.36857956748736, 'street_length_total': 574904.9739999992, 'street_length_avg': 171.30660727055997, 'street_segments_count': 3356, 'node_density_km': 30.02485121198503, 'intersection_density_km': 23.569920468882717, 'edge_density_km': 13534.462329071748, 'street_density_km': 6771.846334005531, 'circuity_avg': 1.046852927425106, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.046852927425106\n", - "2575\n", - "9987734.944073055\n", - "{'n': 330, 'm': 756, 'k_avg': 4.581818181818182, 'intersection_count': 223, 'streets_per_node_avg': 2.4, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 208, 4: 14, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3242424242424242, 2: 0.0, 3: 0.6303030303030303, 4: 0.04242424242424243, 5: 0.0030303030303030303}, 'edge_length_total': 113586.13899999985, 'edge_length_avg': 150.2462156084654, 'street_length_total': 57340.97900000001, 'street_length_avg': 148.9376077922078, 'street_segments_count': 385, 'node_density_km': 33.04052438794738, 'intersection_density_km': 22.32738466215838, 'edge_density_km': 11372.562411400837, 'street_density_km': 5741.139439631148, 'circuity_avg': 1.1348230848055019, 'self_loop_proportion': 0.0026455026455026454, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1348230848055019\n", - "2576\n", - "6000915.920215016\n", - "{'n': 390, 'm': 1130, 'k_avg': 5.794871794871795, 'intersection_count': 342, 'streets_per_node_avg': 2.9641025641025642, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 261, 4: 80, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12307692307692308, 2: 0.0, 3: 0.6692307692307692, 4: 0.20512820512820512, 5: 0.002564102564102564}, 'edge_length_total': 101395.34999999992, 'edge_length_avg': 89.73039823008843, 'street_length_total': 50697.67500000007, 'street_length_avg': 89.73039823008861, 'street_segments_count': 565, 'node_density_km': 64.99007904547112, 'intersection_density_km': 56.991300086028524, 'edge_density_km': 16896.64567011078, 'street_density_km': 8448.322835055409, 'circuity_avg': 1.0401503423815572, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0401503423815572\n", - "2577\n", - "34970155.22862543\n", - "{'n': 2173, 'm': 5311, 'k_avg': 4.888173032673723, 'intersection_count': 1665, 'streets_per_node_avg': 2.6318453750575244, 'streets_per_node_counts': {0: 0, 1: 508, 2: 2, 3: 1450, 4: 208, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23377818683847215, 2: 0.0009203865623561896, 3: 0.6672802577082375, 4: 0.09572020248504372, 5: 0.002300966405890474}, 'edge_length_total': 468790.2960000012, 'edge_length_avg': 88.2678019205425, 'street_length_total': 247394.01399999947, 'street_length_avg': 87.72837375886506, 'street_segments_count': 2820, 'node_density_km': 62.13870043737332, 'intersection_density_km': 47.612027716625214, 'edge_density_km': 13405.439379241438, 'street_density_km': 7074.432823720805, 'circuity_avg': 1.0987596294832291, 'self_loop_proportion': 0.001129730747505178, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0987596294832291\n", - "2578\n", - "7995529.177720686\n", - "{'n': 101, 'm': 264, 'k_avg': 5.227722772277228, 'intersection_count': 86, 'streets_per_node_avg': 2.8316831683168315, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 73, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1485148514851485, 2: 0.0, 3: 0.7227722772277227, 4: 0.12871287128712872}, 'edge_length_total': 56719.78599999996, 'edge_length_avg': 214.8476742424241, 'street_length_total': 28359.892999999996, 'street_length_avg': 214.8476742424242, 'street_segments_count': 132, 'node_density_km': 12.632059461609321, 'intersection_density_km': 10.756011026716848, 'edge_density_km': 7093.937716849064, 'street_density_km': 3546.968858424534, 'circuity_avg': 1.0498089860062272, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0498089860062272\n", - "2579\n", - "5997430.852705202\n", - "{'n': 111, 'm': 290, 'k_avg': 5.225225225225225, 'intersection_count': 89, 'streets_per_node_avg': 2.6576576576576576, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 83, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1981981981981982, 2: 0.0, 3: 0.7477477477477478, 4: 0.05405405405405406}, 'edge_length_total': 46809.198000000026, 'edge_length_avg': 161.41102758620698, 'street_length_total': 23404.599, 'street_length_avg': 161.4110275862069, 'street_segments_count': 145, 'node_density_km': 18.507924930878083, 'intersection_density_km': 14.839687557190533, 'edge_density_km': 7804.874978906387, 'street_density_km': 3902.4374894531907, 'circuity_avg': 1.025127688085264, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025127688085264\n", - "2580\n", - "146945484.89189747\n", - "error with entry 2580\n", - "2581\n", - "15994674.617370078\n", - "{'n': 90, 'm': 233, 'k_avg': 5.177777777777778, 'intersection_count': 70, 'streets_per_node_avg': 2.6444444444444444, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 62, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6888888888888889, 4: 0.08888888888888889}, 'edge_length_total': 60607.66599999994, 'edge_length_avg': 260.11873819742465, 'street_length_total': 30361.498, 'street_length_avg': 259.4999829059829, 'street_segments_count': 117, 'node_density_km': 5.626872828176246, 'intersection_density_km': 4.376456644137081, 'edge_density_km': 3789.240322162011, 'street_density_km': 1898.2254235436385, 'circuity_avg': 1.0484697762787882, 'self_loop_proportion': 0.008583690987124463, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0484697762787882\n", - "2582\n", - "10989846.264589714\n", - "{'n': 124, 'm': 308, 'k_avg': 4.967741935483871, 'intersection_count': 102, 'streets_per_node_avg': 2.774193548387097, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 86, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1774193548387097, 2: 0.0, 3: 0.6935483870967742, 4: 0.12903225806451613}, 'edge_length_total': 81796.51, 'edge_length_avg': 265.5730844155844, 'street_length_total': 40898.25499999999, 'street_length_avg': 265.57308441558433, 'street_segments_count': 154, 'node_density_km': 11.283142367472355, 'intersection_density_km': 9.281294528082098, 'edge_density_km': 7442.916673325613, 'street_density_km': 3721.4583366628062, 'circuity_avg': 1.0497519514697824, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0497519514697824\n", - "2583\n", - "3995315.947700828\n", - "{'n': 52, 'm': 150, 'k_avg': 5.769230769230769, 'intersection_count': 43, 'streets_per_node_avg': 3.019230769230769, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 24, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17307692307692307, 2: 0.0, 3: 0.46153846153846156, 4: 0.36538461538461536}, 'edge_length_total': 29787.886, 'edge_length_avg': 198.58590666666666, 'street_length_total': 14893.943, 'street_length_avg': 198.58590666666666, 'street_segments_count': 75, 'node_density_km': 13.015241017402962, 'intersection_density_km': 10.762603149006296, 'edge_density_km': 7455.702224786989, 'street_density_km': 3727.8511123934945, 'circuity_avg': 1.0112513781546906, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0112513781546906\n", - "2584\n", - "25965989.893520493\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1958, 'm': 4217, 'k_avg': 4.307456588355465, 'intersection_count': 1202, 'streets_per_node_avg': 2.2722165474974463, 'streets_per_node_counts': {0: 0, 1: 756, 2: 3, 3: 1111, 4: 86, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3861082737487232, 2: 0.0015321756894790602, 3: 0.5674157303370787, 4: 0.043922369765066395, 5: 0.0010214504596527069}, 'edge_length_total': 402669.2250000007, 'edge_length_avg': 95.48712947593091, 'street_length_total': 206584.51000000018, 'street_length_avg': 94.5899771062272, 'street_segments_count': 2184, 'node_density_km': 75.40632989650034, 'intersection_density_km': 46.29132203043586, 'edge_density_km': 15507.563033461784, 'street_density_km': 7955.965123885029, 'circuity_avg': 1.0459253917764513, 'self_loop_proportion': 0.0014228124258951862, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0459253917764513\n", - "2585\n", - "45940367.8163694\n", - "error with entry 2585\n", - "2586\n", - "47947018.287266366\n", - "{'n': 1268, 'm': 3481, 'k_avg': 5.490536277602524, 'intersection_count': 1059, 'streets_per_node_avg': 2.82807570977918, 'streets_per_node_counts': {0: 0, 1: 209, 2: 0, 3: 859, 4: 200}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16482649842271294, 2: 0.0, 3: 0.6774447949526814, 4: 0.15772870662460567}, 'edge_length_total': 645124.2289999998, 'edge_length_avg': 185.32727061189308, 'street_length_total': 323005.6140000009, 'street_length_avg': 184.78582036613324, 'street_segments_count': 1748, 'node_density_km': 26.445857225218774, 'intersection_density_km': 22.086879180998963, 'edge_density_km': 13454.939473709257, 'street_density_km': 6736.719519549014, 'circuity_avg': 1.0324978959511368, 'self_loop_proportion': 0.0005745475438092502, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0324978959511368\n", - "2587\n", - "14983554.95265065\n", - "{'n': 917, 'm': 2219, 'k_avg': 4.8396946564885495, 'intersection_count': 683, 'streets_per_node_avg': 2.5572519083969465, 'streets_per_node_counts': {0: 0, 1: 234, 2: 0, 3: 622, 4: 60, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25517993456924754, 2: 0.0, 3: 0.678298800436205, 4: 0.06543075245365322, 5: 0.0010905125408942203}, 'edge_length_total': 236933.71899999978, 'edge_length_avg': 106.77499729607922, 'street_length_total': 119262.72199999994, 'street_length_avg': 104.98479049295769, 'street_segments_count': 1136, 'node_density_km': 61.2004295975021, 'intersection_density_km': 45.58330797720167, 'edge_density_km': 15812.917545184113, 'street_density_km': 7959.574505308027, 'circuity_avg': 1.0785822842571124, 'self_loop_proportion': 0.0018026137899954935, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0785822842571124\n", - "2588\n", - "5996877.294025097\n", - "{'n': 467, 'm': 1189, 'k_avg': 5.092077087794433, 'intersection_count': 394, 'streets_per_node_avg': 2.873661670235546, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 310, 4: 81, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15631691648822268, 2: 0.0, 3: 0.6638115631691649, 4: 0.1734475374732334, 5: 0.006423982869379015}, 'edge_length_total': 119805.3799999999, 'edge_length_avg': 100.76146341463406, 'street_length_total': 64791.27200000002, 'street_length_avg': 99.67888000000004, 'street_segments_count': 650, 'node_density_km': 77.87386286280841, 'intersection_density_km': 65.70086074506747, 'edge_density_km': 19977.960882969255, 'street_density_km': 10804.168373522312, 'circuity_avg': 1.0351109429968033, 'self_loop_proportion': 0.001682085786375105, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0351109429968033\n", - "2589\n", - "4998006.728116345\n", - "{'n': 58, 'm': 148, 'k_avg': 5.103448275862069, 'intersection_count': 44, 'streets_per_node_avg': 2.6551724137931036, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 36, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2413793103448276, 2: 0.0, 3: 0.6206896551724138, 4: 0.13793103448275862}, 'edge_length_total': 32257.64400000001, 'edge_length_avg': 217.95705405405414, 'street_length_total': 16128.822, 'street_length_avg': 217.95705405405405, 'street_segments_count': 74, 'node_density_km': 11.604626235038927, 'intersection_density_km': 8.803509557615739, 'edge_density_km': 6454.101755912865, 'street_density_km': 3227.0508779564316, 'circuity_avg': 1.0684624176091126, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0684624176091126\n", - "2590\n", - "52930740.61524642\n", - "{'n': 2439, 'm': 6671, 'k_avg': 5.4702747027470275, 'intersection_count': 1952, 'streets_per_node_avg': 2.820418204182042, 'streets_per_node_counts': {0: 0, 1: 487, 2: 0, 3: 1425, 4: 518, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1996719967199672, 2: 0.0, 3: 0.5842558425584256, 4: 0.21238212382123822, 5: 0.0036900369003690036}, 'edge_length_total': 716283.2639999996, 'edge_length_avg': 107.37269734672458, 'street_length_total': 363906.4089999985, 'street_length_avg': 106.43650453348887, 'street_segments_count': 3419, 'node_density_km': 46.07908318776592, 'intersection_density_km': 36.87838064063923, 'edge_density_km': 13532.462528848086, 'street_density_km': 6875.142965507215, 'circuity_avg': 1.0455684991282042, 'self_loop_proportion': 0.002098635886673662, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0455684991282042\n", - "2591\n", - "4993729.326545874\n", - "{'n': 48, 'm': 110, 'k_avg': 4.583333333333333, 'intersection_count': 32, 'streets_per_node_avg': 2.4583333333333335, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 26, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5416666666666666, 4: 0.125}, 'edge_length_total': 22647.156, 'edge_length_avg': 205.88323636363634, 'street_length_total': 11323.578, 'street_length_avg': 205.88323636363634, 'street_segments_count': 55, 'node_density_km': 9.612054811389076, 'intersection_density_km': 6.408036540926051, 'edge_density_km': 4535.118849876645, 'street_density_km': 2267.5594249383225, 'circuity_avg': 1.0364812823752694, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0364812823752694\n", - "2592\n", - "6990505.512322795\n", - "{'n': 88, 'm': 204, 'k_avg': 4.636363636363637, 'intersection_count': 62, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 54, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29545454545454547, 2: 0.0, 3: 0.6136363636363636, 4: 0.09090909090909091}, 'edge_length_total': 51022.816000000006, 'edge_length_avg': 250.11184313725494, 'street_length_total': 25511.408, 'street_length_avg': 250.1118431372549, 'street_segments_count': 102, 'node_density_km': 12.588503055304722, 'intersection_density_km': 8.869172607146508, 'edge_density_km': 7298.873580752849, 'street_density_km': 3649.436790376424, 'circuity_avg': 1.0576973685787667, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0576973685787667\n", - "2593\n", - "3999048.9375948403\n", - "error with entry 2593\n", - "2594\n", - "5992645.554135953\n", - "{'n': 348, 'm': 782, 'k_avg': 4.494252873563219, 'intersection_count': 221, 'streets_per_node_avg': 2.32183908045977, 'streets_per_node_counts': {0: 0, 1: 127, 2: 0, 3: 203, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3649425287356322, 2: 0.0, 3: 0.5833333333333334, 4: 0.05172413793103448}, 'edge_length_total': 79349.16200000003, 'edge_length_avg': 101.46951662404095, 'street_length_total': 39674.581000000006, 'street_length_avg': 101.46951662404093, 'street_segments_count': 391, 'node_density_km': 58.0711802252046, 'intersection_density_km': 36.878536867155795, 'edge_density_km': 13241.090480519993, 'street_density_km': 6620.545240259996, 'circuity_avg': 1.0656534070439867, 'self_loop_proportion': 0.005115089514066497, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0656534070439867\n", - "2595\n", - "2998639.2077969117\n", - "{'n': 96, 'm': 285, 'k_avg': 5.9375, 'intersection_count': 86, 'streets_per_node_avg': 3.0729166666666665, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 60, 4: 25, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10416666666666667, 2: 0.0, 3: 0.625, 4: 0.2604166666666667, 5: 0.010416666666666666}, 'edge_length_total': 33377.61199999998, 'edge_length_avg': 117.11442807017536, 'street_length_total': 16760.565, 'street_length_avg': 116.39281249999999, 'street_segments_count': 144, 'node_density_km': 32.01452170384007, 'intersection_density_km': 28.67967569302339, 'edge_density_km': 11130.919622878666, 'street_density_km': 5589.390332928355, 'circuity_avg': 1.0594915452932754, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0594915452932754\n", - "2596\n", - "7995875.473287879\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 224, 'm': 574, 'k_avg': 5.125, 'intersection_count': 175, 'streets_per_node_avg': 2.674107142857143, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 150, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21875, 2: 0.0, 3: 0.6696428571428571, 4: 0.11160714285714286}, 'edge_length_total': 105687.08799999995, 'edge_length_avg': 184.12384668989537, 'street_length_total': 52843.54399999997, 'street_length_avg': 184.12384668989537, 'street_segments_count': 287, 'node_density_km': 28.01444328995933, 'intersection_density_km': 21.886283820280727, 'edge_density_km': 13217.700594897053, 'street_density_km': 6608.850297448526, 'circuity_avg': 1.0463309415415438, 'self_loop_proportion': 0.003484320557491289, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0463309415415438\n", - "2597\n", - "2999548.354580681\n", - "{'n': 40, 'm': 90, 'k_avg': 4.5, 'intersection_count': 32, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 26, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.65, 4: 0.15}, 'edge_length_total': 20059.997999999996, 'edge_length_avg': 222.88886666666662, 'street_length_total': 10029.999, 'street_length_avg': 222.88886666666667, 'street_segments_count': 45, 'node_density_km': 13.335340948551492, 'intersection_density_km': 10.668272758841193, 'edge_density_km': 6687.6728189315245, 'street_density_km': 3343.8364094657627, 'circuity_avg': 1.0239695594246196, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0239695594246196\n", - "2598\n", - "8996579.493540939\n", - "{'n': 369, 'm': 1023, 'k_avg': 5.544715447154472, 'intersection_count': 311, 'streets_per_node_avg': 2.845528455284553, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 253, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15718157181571815, 2: 0.0, 3: 0.6856368563685636, 4: 0.15447154471544716, 5: 0.0027100271002710027}, 'edge_length_total': 112981.30700000002, 'edge_length_avg': 110.4411603128055, 'street_length_total': 56591.551, 'street_length_avg': 110.3149142300195, 'street_segments_count': 513, 'node_density_km': 41.0155882316076, 'intersection_density_km': 34.56869360441725, 'edge_density_km': 12558.251397780072, 'street_density_km': 6290.340794590844, 'circuity_avg': 1.0884253779109279, 'self_loop_proportion': 0.0039100684261974585, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0884253779109279\n", - "2599\n", - "9987625.238136213\n", - "{'n': 269, 'm': 807, 'k_avg': 6.0, 'intersection_count': 244, 'streets_per_node_avg': 3.096654275092937, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 168, 4: 76}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09293680297397769, 2: 0.0, 3: 0.6245353159851301, 4: 0.2825278810408922}, 'edge_length_total': 120757.28700000004, 'edge_length_avg': 149.6372825278811, 'street_length_total': 60417.29799999994, 'street_length_avg': 149.54776732673253, 'street_segments_count': 404, 'node_density_km': 26.933329353695093, 'intersection_density_km': 24.43023183011748, 'edge_density_km': 12090.690641746038, 'street_density_km': 6049.215560202016, 'circuity_avg': 1.0277246087603258, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0277246087603258\n", - "2600\n", - "10999514.410693254\n", - "{'n': 135, 'm': 348, 'k_avg': 5.155555555555556, 'intersection_count': 107, 'streets_per_node_avg': 2.748148148148148, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 86, 4: 20, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2074074074074074, 2: 0.0, 3: 0.6370370370370371, 4: 0.14814814814814814, 5: 0.007407407407407408}, 'edge_length_total': 72462.30400000002, 'edge_length_avg': 208.22501149425293, 'street_length_total': 36231.15200000002, 'street_length_avg': 208.22501149425298, 'street_segments_count': 174, 'node_density_km': 12.273269069838102, 'intersection_density_km': 9.727702151649458, 'edge_density_km': 6587.772995647451, 'street_density_km': 3293.8864978237266, 'circuity_avg': 1.0660701531031798, 'self_loop_proportion': 0.005747126436781609, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0660701531031798\n", - "2601\n", - "29980773.049087822\n", - "{'n': 2276, 'm': 5654, 'k_avg': 4.968365553602812, 'intersection_count': 1680, 'streets_per_node_avg': 2.606326889279438, 'streets_per_node_counts': {0: 0, 1: 596, 2: 2, 3: 1386, 4: 286, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2618629173989455, 2: 0.0008787346221441124, 3: 0.6089630931458699, 4: 0.1256590509666081, 5: 0.0026362038664323375}, 'edge_length_total': 524413.9129999989, 'edge_length_avg': 92.75095737530933, 'street_length_total': 267093.43100000045, 'street_length_avg': 91.06492703716347, 'street_segments_count': 2933, 'node_density_km': 75.91532067146775, 'intersection_density_km': 56.03591332516073, 'edge_density_km': 17491.674152009713, 'street_density_km': 8908.824017402276, 'circuity_avg': 1.0776851031379144, 'self_loop_proportion': 0.0031835868411743897, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0776851031379144\n", - "2602\n", - "7990311.622981895\n", - "{'n': 564, 'm': 1246, 'k_avg': 4.418439716312057, 'intersection_count': 354, 'streets_per_node_avg': 2.2943262411347516, 'streets_per_node_counts': {0: 0, 1: 210, 2: 2, 3: 328, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3723404255319149, 2: 0.0035460992907801418, 3: 0.5815602836879432, 4: 0.0425531914893617}, 'edge_length_total': 114102.3930000001, 'edge_length_avg': 91.57495425361164, 'street_length_total': 57509.53099999991, 'street_length_avg': 90.70903943217651, 'street_segments_count': 634, 'node_density_km': 70.58548234562114, 'intersection_density_km': 44.303653812677105, 'edge_density_km': 14280.09299059332, 'street_density_km': 7197.407775009656, 'circuity_avg': 1.0929820907717809, 'self_loop_proportion': 0.0032102728731942215, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0929820907717809\n", - "2603\n", - "15979592.848080974\n", - "{'n': 287, 'm': 669, 'k_avg': 4.662020905923345, 'intersection_count': 211, 'streets_per_node_avg': 2.557491289198606, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 186, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26480836236933797, 2: 0.0, 3: 0.6480836236933798, 4: 0.08710801393728224}, 'edge_length_total': 132019.62200000003, 'edge_length_avg': 197.3387473841555, 'street_length_total': 68475.45599999998, 'street_length_avg': 194.53254545454539, 'street_segments_count': 352, 'node_density_km': 17.960407547834766, 'intersection_density_km': 13.204341437606745, 'edge_density_km': 8261.763816833078, 'street_density_km': 4285.181521894868, 'circuity_avg': 1.0419299081517803, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0419299081517803\n", - "2604\n", - "4993679.826690961\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 5688.854, 'edge_length_avg': 1422.2135, 'street_length_total': 2844.427, 'street_length_avg': 1422.2135, 'street_segments_count': 2, 'node_density_km': 0.6007593806805865, 'intersection_density_km': 0.4005062537870577, 'edge_density_km': 1139.2108019407592, 'street_density_km': 569.6054009703796, 'circuity_avg': 1.0163620641041324, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0163620641041324\n", - "2605\n", - "3999883.949796497\n", - "{'n': 25, 'm': 62, 'k_avg': 4.96, 'intersection_count': 21, 'streets_per_node_avg': 2.76, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 19, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16, 2: 0.0, 3: 0.76, 4: 0.08}, 'edge_length_total': 16657.190000000002, 'edge_length_avg': 268.6643548387097, 'street_length_total': 8328.595000000001, 'street_length_avg': 268.6643548387097, 'street_segments_count': 31, 'node_density_km': 6.250181333703926, 'intersection_density_km': 5.250152320311298, 'edge_density_km': 4164.418320398389, 'street_density_km': 2082.2091601991947, 'circuity_avg': 1.039970095697454, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039970095697454\n", - "2606\n", - "6997571.477795998\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 191, 'm': 585, 'k_avg': 6.12565445026178, 'intersection_count': 174, 'streets_per_node_avg': 3.1518324607329844, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 114, 4: 57, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08900523560209424, 2: 0.0, 3: 0.5968586387434555, 4: 0.29842931937172773, 5: 0.015706806282722512}, 'edge_length_total': 67438.64400000003, 'edge_length_avg': 115.27973333333338, 'street_length_total': 33914.755000000005, 'street_length_avg': 114.57687500000002, 'street_segments_count': 296, 'node_density_km': 27.295183851435077, 'intersection_density_km': 24.86576958193562, 'edge_density_km': 9637.435532311414, 'street_density_km': 4846.646455504592, 'circuity_avg': 1.031590078864141, 'self_loop_proportion': 0.0017094017094017094, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.031590078864141\n", - "2607\n", - "5992312.6537361685\n", - "{'n': 141, 'm': 436, 'k_avg': 6.184397163120567, 'intersection_count': 132, 'streets_per_node_avg': 3.269503546099291, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 76, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06382978723404255, 2: 0.0, 3: 0.5390070921985816, 4: 0.3971631205673759}, 'edge_length_total': 78367.78000000007, 'edge_length_avg': 179.74261467889926, 'street_length_total': 39183.89, 'street_length_avg': 179.7426146788991, 'street_segments_count': 218, 'node_density_km': 23.530147398448477, 'intersection_density_km': 22.02822309641985, 'edge_density_km': 13078.052586448117, 'street_density_km': 6539.026293224052, 'circuity_avg': 1.0266811085732963, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0266811085732963\n", - "2608\n", - "15978830.70409124\n", - "{'n': 876, 'm': 2054, 'k_avg': 4.689497716894977, 'intersection_count': 608, 'streets_per_node_avg': 2.5445205479452055, 'streets_per_node_counts': {0: 0, 1: 268, 2: 0, 3: 471, 4: 137}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3059360730593607, 2: 0.0, 3: 0.5376712328767124, 4: 0.15639269406392695}, 'edge_length_total': 164788.71599999958, 'edge_length_avg': 80.22819668938635, 'street_length_total': 88534.87499999994, 'street_length_avg': 81.52382596685078, 'street_segments_count': 1086, 'node_density_km': 54.822534653659474, 'intersection_density_km': 38.05034368655818, 'edge_density_km': 10312.939604385876, 'street_density_km': 5540.760562494186, 'circuity_avg': 1.0546238744839136, 'self_loop_proportion': 0.0009737098344693282, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0546238744839136\n", - "2609\n", - "15997500.282476291\n", - "{'n': 168, 'm': 438, 'k_avg': 5.214285714285714, 'intersection_count': 135, 'streets_per_node_avg': 2.7083333333333335, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 118, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19642857142857142, 2: 0.0, 3: 0.7023809523809523, 4: 0.10119047619047619}, 'edge_length_total': 124965.28799999996, 'edge_length_avg': 285.30887671232864, 'street_length_total': 62482.64400000003, 'street_length_avg': 285.3088767123289, 'street_segments_count': 219, 'node_density_km': 10.50164069595471, 'intersection_density_km': 8.438818416392177, 'edge_density_km': 7811.550916919645, 'street_density_km': 3905.7754584598256, 'circuity_avg': 1.0429427956251103, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0429427956251103\n", - "2610\n", - "7993983.690781903\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 4, 'streets_per_node_avg': 2.142857142857143, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.42857142857142855, 2: 0.0, 3: 0.5714285714285714}, 'edge_length_total': 3227.1279999999997, 'edge_length_avg': 268.9273333333333, 'street_length_total': 1613.564, 'street_length_avg': 268.92733333333337, 'street_segments_count': 6, 'node_density_km': 0.875658529060036, 'intersection_density_km': 0.5003763023200206, 'edge_density_km': 403.6945939383508, 'street_density_km': 201.84729696917543, 'circuity_avg': 1.3869859153679047, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3869859153679047\n", - "2611\n", - "7989487.40235409\n", - "{'n': 467, 'm': 1027, 'k_avg': 4.398286937901499, 'intersection_count': 307, 'streets_per_node_avg': 2.428265524625268, 'streets_per_node_counts': {0: 0, 1: 160, 2: 0, 3: 257, 4: 48, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3426124197002141, 2: 0.0, 3: 0.550321199143469, 4: 0.10278372591006424, 5: 0.0021413276231263384, 6: 0.0021413276231263384}, 'edge_length_total': 107286.63899999976, 'edge_length_avg': 104.46605550146033, 'street_length_total': 57388.562000000056, 'street_length_avg': 105.68795948434632, 'street_segments_count': 543, 'node_density_km': 58.4518100450849, 'intersection_density_km': 38.42549396968108, 'edge_density_km': 13428.475895510885, 'street_density_km': 7183.009260780687, 'circuity_avg': 1.0513418923522753, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0513418923522753\n", - "2612\n", - "5999023.325005577\n", - "{'n': 109, 'm': 322, 'k_avg': 5.908256880733945, 'intersection_count': 99, 'streets_per_node_avg': 3.2110091743119265, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 56, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09174311926605505, 2: 0.0, 3: 0.5137614678899083, 4: 0.3944954128440367}, 'edge_length_total': 64831.25, 'edge_length_avg': 201.33928571428572, 'street_length_total': 32415.625000000015, 'street_length_avg': 201.3392857142858, 'street_segments_count': 161, 'node_density_km': 18.169624302952457, 'intersection_density_km': 16.502686293507278, 'edge_density_km': 10806.96748248428, 'street_density_km': 5403.483741242143, 'circuity_avg': 1.0292396624088584, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0292396624088584\n", - "2613\n", - "8998857.733864821\n", - "{'n': 281, 'm': 790, 'k_avg': 5.622775800711744, 'intersection_count': 228, 'streets_per_node_avg': 2.9359430604982206, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 141, 4: 86, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18861209964412812, 2: 0.0, 3: 0.501779359430605, 4: 0.30604982206405695, 5: 0.0035587188612099642}, 'edge_length_total': 119252.34800000004, 'edge_length_avg': 150.95233924050638, 'street_length_total': 59626.17400000002, 'street_length_avg': 150.95233924050638, 'street_segments_count': 395, 'node_density_km': 31.226185401568333, 'intersection_density_km': 25.336549009101706, 'edge_density_km': 13251.94280505462, 'street_density_km': 6625.97140252731, 'circuity_avg': 1.0284675288740883, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0284675288740883\n", - "2614\n", - "7997474.197233032\n", - "{'n': 499, 'm': 1436, 'k_avg': 5.755511022044089, 'intersection_count': 405, 'streets_per_node_avg': 2.9478957915831665, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 248, 4: 152, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18837675350701402, 2: 0.0, 3: 0.4969939879759519, 4: 0.3046092184368738, 5: 0.01002004008016032}, 'edge_length_total': 139728.79000000036, 'edge_length_avg': 97.30417130919245, 'street_length_total': 69864.39500000002, 'street_length_avg': 97.30417130919223, 'street_segments_count': 718, 'node_density_km': 62.39469958810797, 'intersection_density_km': 50.640988643654765, 'edge_density_km': 17471.614981683062, 'street_density_km': 8735.807490841511, 'circuity_avg': 1.0339472969839871, 'self_loop_proportion': 0.001392757660167131, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0339472969839871\n", - "2615\n", - "4993868.213359789\n", - "{'n': 142, 'm': 464, 'k_avg': 6.535211267605634, 'intersection_count': 127, 'streets_per_node_avg': 3.387323943661972, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 42, 4: 85}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1056338028169014, 2: 0.0, 3: 0.29577464788732394, 4: 0.5985915492957746}, 'edge_length_total': 78474.78600000005, 'edge_length_avg': 169.12669396551735, 'street_length_total': 39237.39299999996, 'street_length_avg': 169.12669396551706, 'street_segments_count': 232, 'node_density_km': 28.434871312806393, 'intersection_density_km': 25.431187723425438, 'edge_density_km': 15714.22845922551, 'street_density_km': 7857.114229612742, 'circuity_avg': 1.0140703526644257, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0140703526644257\n", - "2616\n", - "20987741.539971143\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 985, 'm': 2580, 'k_avg': 5.238578680203045, 'intersection_count': 788, 'streets_per_node_avg': 2.7147208121827413, 'streets_per_node_counts': {0: 0, 1: 197, 2: 2, 3: 674, 4: 109, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0020304568527918783, 3: 0.6842639593908629, 4: 0.11065989847715736, 5: 0.003045685279187817}, 'edge_length_total': 311450.5559999993, 'edge_length_avg': 120.71726976744158, 'street_length_total': 156497.3049999998, 'street_length_avg': 119.46359160305327, 'street_segments_count': 1310, 'node_density_km': 46.93215790389204, 'intersection_density_km': 37.545726323113634, 'edge_density_km': 14839.64129283953, 'street_density_km': 7456.60530943507, 'circuity_avg': 1.0705099643785976, 'self_loop_proportion': 0.0015503875968992248, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0705099643785976\n", - "2617\n", - "11999967.133822128\n", - "{'n': 586, 'm': 1666, 'k_avg': 5.686006825938566, 'intersection_count': 528, 'streets_per_node_avg': 3.006825938566553, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 411, 4: 114, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09897610921501707, 2: 0.0, 3: 0.7013651877133106, 4: 0.1945392491467577, 5: 0.005119453924914676}, 'edge_length_total': 187645.05599999978, 'edge_length_avg': 112.6320864345737, 'street_length_total': 94756.66700000002, 'street_length_avg': 111.87327863046046, 'street_segments_count': 847, 'node_density_km': 48.833467080784594, 'intersection_density_km': 44.00012050964892, 'edge_density_km': 15637.130827726915, 'street_density_km': 7896.410543736124, 'circuity_avg': 1.0568171952785714, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0568171952785714\n", - "2618\n", - "13997629.835107146\n", - "{'n': 1033, 'm': 2595, 'k_avg': 5.0242013552758955, 'intersection_count': 785, 'streets_per_node_avg': 2.616650532429816, 'streets_per_node_counts': {0: 0, 1: 248, 2: 0, 3: 689, 4: 93, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24007744433688286, 2: 0.0, 3: 0.6669893514036787, 4: 0.09002904162633107, 5: 0.001936108422071636, 6: 0.000968054211035818}, 'edge_length_total': 235380.70900000015, 'edge_length_avg': 90.70547552986518, 'street_length_total': 119043.11499999992, 'street_length_avg': 89.10412799401192, 'street_segments_count': 1336, 'node_density_km': 73.79820813729161, 'intersection_density_km': 56.08092293104929, 'edge_density_km': 16815.754650808594, 'street_density_km': 8504.519436671379, 'circuity_avg': 1.0851590829190794, 'self_loop_proportion': 0.0023121387283236996, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0851590829190794\n", - "2619\n", - "13983721.275664631\n", - "{'n': 409, 'm': 911, 'k_avg': 4.45476772616137, 'intersection_count': 267, 'streets_per_node_avg': 2.3618581907090466, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 244, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3471882640586797, 2: 0.0, 3: 0.5965770171149144, 4: 0.05623471882640587}, 'edge_length_total': 119544.82599999997, 'edge_length_avg': 131.22373874862785, 'street_length_total': 60870.57100000002, 'street_length_avg': 131.4699157667387, 'street_segments_count': 463, 'node_density_km': 29.248294637548877, 'intersection_density_km': 19.09362999566149, 'edge_density_km': 8548.85646269563, 'street_density_km': 4352.959401867576, 'circuity_avg': 1.085825028474429, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.085825028474429\n", - "2620\n", - "9988367.142733961\n", - "{'n': 295, 'm': 746, 'k_avg': 5.057627118644068, 'intersection_count': 222, 'streets_per_node_avg': 2.630508474576271, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 185, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24745762711864408, 2: 0.0, 3: 0.6271186440677966, 4: 0.12542372881355932}, 'edge_length_total': 99899.25699999994, 'edge_length_avg': 133.91321313672915, 'street_length_total': 50366.59999999996, 'street_length_avg': 134.67005347593573, 'street_segments_count': 374, 'node_density_km': 29.534356895821333, 'intersection_density_km': 22.225855019906223, 'edge_density_km': 10001.560372425003, 'street_density_km': 5042.525898403639, 'circuity_avg': 1.0561811663832448, 'self_loop_proportion': 0.002680965147453083, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0561811663832448\n", - "2621\n", - "7989310.862248212\n", - "{'n': 744, 'm': 2117, 'k_avg': 5.690860215053763, 'intersection_count': 643, 'streets_per_node_avg': 2.922043010752688, 'streets_per_node_counts': {0: 0, 1: 101, 2: 1, 3: 503, 4: 133, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.135752688172043, 2: 0.0013440860215053765, 3: 0.6760752688172043, 4: 0.17876344086021506, 5: 0.008064516129032258}, 'edge_length_total': 172198.9400000005, 'edge_length_avg': 81.34102031176216, 'street_length_total': 87000.789, 'street_length_avg': 80.93096651162791, 'street_segments_count': 1075, 'node_density_km': 93.12442747917265, 'intersection_density_km': 80.4825361143925, 'edge_density_km': 21553.666263468345, 'street_density_km': 10889.648744437234, 'circuity_avg': 1.054484908826086, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054484908826086\n", - "2622\n", - "5999643.805971265\n", - "{'n': 40, 'm': 104, 'k_avg': 5.2, 'intersection_count': 32, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 24, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.6, 4: 0.2}, 'edge_length_total': 34832.95, 'edge_length_avg': 334.9322115384615, 'street_length_total': 17416.475, 'street_length_avg': 334.9322115384615, 'street_segments_count': 52, 'node_density_km': 6.667062461306321, 'intersection_density_km': 5.333649969045056, 'edge_density_km': 5805.836334039, 'street_density_km': 2902.9181670195, 'circuity_avg': 1.0830964857622047, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0830964857622047\n", - "2623\n", - "8998905.786025058\n", - "{'n': 408, 'm': 1152, 'k_avg': 5.647058823529412, 'intersection_count': 347, 'streets_per_node_avg': 2.924019607843137, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 256, 4: 91}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14950980392156862, 2: 0.0, 3: 0.6274509803921569, 4: 0.22303921568627452}, 'edge_length_total': 162691.158, 'edge_length_avg': 141.22496354166665, 'street_length_total': 81345.57900000006, 'street_length_avg': 141.22496354166677, 'street_segments_count': 576, 'node_density_km': 45.33884559982923, 'intersection_density_km': 38.56024368416848, 'edge_density_km': 18078.993365243678, 'street_density_km': 9039.496682621846, 'circuity_avg': 1.0289219556281746, 'self_loop_proportion': 0.001736111111111111, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0289219556281746\n", - "2624\n", - "6994117.807424149\n", - "{'n': 525, 'm': 1594, 'k_avg': 6.072380952380953, 'intersection_count': 487, 'streets_per_node_avg': 3.125714285714286, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 350, 4: 132, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07238095238095238, 2: 0.0, 3: 0.6666666666666666, 4: 0.25142857142857145, 5: 0.009523809523809525}, 'edge_length_total': 149721.8199999999, 'edge_length_avg': 93.92836888331236, 'street_length_total': 74860.91000000006, 'street_length_avg': 93.9283688833125, 'street_segments_count': 797, 'node_density_km': 75.06307649589782, 'intersection_density_km': 69.62993953048046, 'edge_density_km': 21406.819862409593, 'street_density_km': 10703.409931204813, 'circuity_avg': 1.054407411979518, 'self_loop_proportion': 0.002509410288582183, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054407411979518\n", - "2625\n", - "15000637.619802896\n", - "{'n': 1895, 'm': 4701, 'k_avg': 4.9614775725593665, 'intersection_count': 1515, 'streets_per_node_avg': 2.7108179419525067, 'streets_per_node_counts': {0: 0, 1: 380, 2: 14, 3: 1289, 4: 199, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20052770448548812, 2: 0.007387862796833773, 3: 0.6802110817941952, 4: 0.10501319261213721, 5: 0.0063324538258575196, 6: 0.0005277044854881266}, 'edge_length_total': 287625.7939999999, 'edge_length_avg': 61.183959583067406, 'street_length_total': 154858.1160000001, 'street_length_avg': 60.65731139835491, 'street_segments_count': 2553, 'node_density_km': 126.3279633859257, 'intersection_density_km': 100.99570687581924, 'edge_density_km': 19174.237875081686, 'street_density_km': 10323.435571536384, 'circuity_avg': 1.0975422673718105, 'self_loop_proportion': 0.0019144862795149968, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0975422673718105\n", - "2626\n", - "5996858.793688245\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 407, 'm': 1154, 'k_avg': 5.670761670761671, 'intersection_count': 359, 'streets_per_node_avg': 2.904176904176904, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 303, 4: 55, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11793611793611794, 2: 0.0, 3: 0.7444717444717445, 4: 0.13513513513513514, 5: 0.002457002457002457}, 'edge_length_total': 113329.26400000008, 'edge_length_avg': 98.20560138648187, 'street_length_total': 56664.632000000005, 'street_length_avg': 98.20560138648182, 'street_segments_count': 577, 'node_density_km': 67.86886501786095, 'intersection_density_km': 59.864674548924036, 'edge_density_km': 18898.10447417576, 'street_density_km': 9449.052237087873, 'circuity_avg': 1.083739526009188, 'self_loop_proportion': 0.0034662045060658577, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.083739526009188\n", - "2627\n", - "8987803.870533189\n", - "{'n': 511, 'm': 1475, 'k_avg': 5.772994129158513, 'intersection_count': 452, 'streets_per_node_avg': 2.9921722113502933, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 340, 4: 110, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11545988258317025, 2: 0.0, 3: 0.6653620352250489, 4: 0.21526418786692758, 5: 0.003913894324853229}, 'edge_length_total': 137995.56400000007, 'edge_length_avg': 93.55631457627123, 'street_length_total': 70592.63200000003, 'street_length_avg': 93.50017483443712, 'street_segments_count': 755, 'node_density_km': 56.854823198282105, 'intersection_density_km': 50.290371987521546, 'edge_density_km': 15353.646562362479, 'street_density_km': 7854.26929835889, 'circuity_avg': 1.0414761220568776, 'self_loop_proportion': 0.002711864406779661, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0414761220568776\n", - "2628\n", - "19974428.51873524\n", - "{'n': 2717, 'm': 7328, 'k_avg': 5.394184762605815, 'intersection_count': 2290, 'streets_per_node_avg': 2.827751196172249, 'streets_per_node_counts': {0: 0, 1: 427, 2: 3, 3: 1913, 4: 360, 5: 13, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15715863084284137, 2: 0.001104158998895841, 3: 0.7040853882959146, 4: 0.13249907986750092, 5: 0.004784688995215311, 6: 0.000368052999631947}, 'edge_length_total': 424594.86499999993, 'edge_length_avg': 57.941439001091695, 'street_length_total': 220664.54599999957, 'street_length_avg': 58.22283535620041, 'street_segments_count': 3790, 'node_density_km': 136.02391665181105, 'intersection_density_km': 114.64658414893165, 'edge_density_km': 21256.921798876316, 'street_density_km': 11047.352157936572, 'circuity_avg': 1.0748350119074108, 'self_loop_proportion': 0.004776200873362445, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0748350119074108\n", - "2629\n", - "7995225.896917852\n", - "{'n': 793, 'm': 2155, 'k_avg': 5.435056746532156, 'intersection_count': 678, 'streets_per_node_avg': 2.8814627994955866, 'streets_per_node_counts': {0: 0, 1: 115, 2: 0, 3: 546, 4: 128, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1450189155107188, 2: 0.0, 3: 0.6885245901639344, 4: 0.1614123581336696, 5: 0.005044136191677175}, 'edge_length_total': 167619.16300000012, 'edge_length_avg': 77.7815141531323, 'street_length_total': 86772.58199999982, 'street_length_avg': 78.03289748201422, 'street_segments_count': 1112, 'node_density_km': 99.18418944306507, 'intersection_density_km': 84.80060585422208, 'edge_density_km': 20964.90645306433, 'street_density_km': 10853.049447101992, 'circuity_avg': 1.0553163966780479, 'self_loop_proportion': 0.0018561484918793504, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0553163966780479\n", - "2630\n", - "31959465.017679933\n", - "{'n': 2671, 'm': 7086, 'k_avg': 5.305877948333958, 'intersection_count': 2193, 'streets_per_node_avg': 2.8101834518906776, 'streets_per_node_counts': {0: 0, 1: 478, 2: 2, 3: 1755, 4: 423, 5: 11, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17895919131411456, 2: 0.0007487832272557095, 3: 0.6570572819168851, 4: 0.15836765256458255, 5: 0.0041183077499064025, 6: 0.0007487832272557095}, 'edge_length_total': 590464.1209999993, 'edge_length_avg': 83.32826996895277, 'street_length_total': 312320.64500000054, 'street_length_avg': 83.86698308270691, 'street_segments_count': 3724, 'node_density_km': 83.57461548628572, 'intersection_density_km': 68.61816988447195, 'edge_density_km': 18475.406915395968, 'street_density_km': 9772.399031937024, 'circuity_avg': 1.0773695848550313, 'self_loop_proportion': 0.0031047135196161446, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0773695848550313\n", - "2631\n", - "7994977.780917332\n", - "{'n': 432, 'm': 1138, 'k_avg': 5.268518518518518, 'intersection_count': 355, 'streets_per_node_avg': 2.7824074074074074, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 296, 4: 58, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17824074074074073, 2: 0.0, 3: 0.6851851851851852, 4: 0.13425925925925927, 5: 0.0023148148148148147}, 'edge_length_total': 129382.16299999999, 'edge_length_avg': 113.69258611599295, 'street_length_total': 65657.74299999999, 'street_length_avg': 113.98913715277776, 'street_segments_count': 576, 'node_density_km': 54.033921273816595, 'intersection_density_km': 44.402875120844655, 'edge_density_km': 16182.929652264134, 'street_density_km': 8212.3734173113, 'circuity_avg': 1.0971695603159977, 'self_loop_proportion': 0.0035149384885764497, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0971695603159977\n", - "2632\n", - "385838037.8275488\n", - "error with entry 2632\n", - "2633\n", - "13997807.320449824\n", - "{'n': 445, 'm': 1210, 'k_avg': 5.438202247191011, 'intersection_count': 359, 'streets_per_node_avg': 2.8067415730337077, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 278, 4: 76, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19325842696629214, 2: 0.0, 3: 0.6247191011235955, 4: 0.1707865168539326, 5: 0.011235955056179775}, 'edge_length_total': 176567.9480000001, 'edge_length_avg': 145.92392396694223, 'street_length_total': 88283.97400000002, 'street_length_avg': 145.92392396694217, 'street_segments_count': 605, 'node_density_km': 31.79069334308424, 'intersection_density_km': 25.646873955432003, 'edge_density_km': 12613.971885585723, 'street_density_km': 6306.9859427928595, 'circuity_avg': 1.0349065527371364, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0349065527371364\n", - "2634\n", - "7999521.13247647\n", - "{'n': 321, 'm': 745, 'k_avg': 4.641744548286605, 'intersection_count': 222, 'streets_per_node_avg': 2.4236760124610592, 'streets_per_node_counts': {0: 0, 1: 99, 2: 1, 3: 208, 4: 12, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.308411214953271, 2: 0.003115264797507788, 3: 0.6479750778816199, 4: 0.037383177570093455, 5: 0.003115264797507788}, 'edge_length_total': 94619.47500000006, 'edge_length_avg': 127.00600671140948, 'street_length_total': 47481.20099999997, 'street_length_avg': 126.27978989361695, 'street_segments_count': 376, 'node_density_km': 40.12740196370051, 'intersection_density_km': 27.75166117115736, 'edge_density_km': 11828.14238915674, 'street_density_km': 5935.505415097375, 'circuity_avg': 1.1450742739584727, 'self_loop_proportion': 0.005369127516778523, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1450742739584727\n", - "2635\n", - "19972775.556090202\n", - "error with entry 2635\n", - "2636\n", - "33956359.3978874\n", - "error with entry 2636\n", - "2637\n", - "4997199.875451117\n", - "{'n': 304, 'm': 840, 'k_avg': 5.526315789473684, 'intersection_count': 271, 'streets_per_node_avg': 2.901315789473684, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 236, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10855263157894737, 2: 0.0, 3: 0.7763157894736842, 4: 0.1118421052631579, 5: 0.003289473684210526}, 'edge_length_total': 104525.25599999995, 'edge_length_avg': 124.43482857142851, 'street_length_total': 52398.64699999999, 'street_length_avg': 123.58171462264148, 'street_segments_count': 424, 'node_density_km': 60.83406859377557, 'intersection_density_km': 54.23037035826704, 'edge_density_km': 20916.76510949325, 'street_density_km': 10485.60159808892, 'circuity_avg': 1.0864164312143267, 'self_loop_proportion': 0.002380952380952381, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0864164312143267\n", - "2638\n", - "11996039.28055043\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 334, 'm': 882, 'k_avg': 5.281437125748503, 'intersection_count': 251, 'streets_per_node_avg': 2.688622754491018, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 189, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24850299401197604, 2: 0.0, 3: 0.5658682634730539, 4: 0.18562874251497005}, 'edge_length_total': 154777.64099999983, 'edge_length_avg': 175.4848537414964, 'street_length_total': 77653.06200000005, 'street_length_avg': 175.68566063348428, 'street_segments_count': 442, 'node_density_km': 27.842523035209226, 'intersection_density_km': 20.92357270011232, 'edge_density_km': 12902.395314005505, 'street_density_km': 6473.225052363867, 'circuity_avg': 1.0471662813734088, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0471662813734088\n", - "2639\n", - "4993666.347905021\n", - "{'n': 103, 'm': 306, 'k_avg': 5.941747572815534, 'intersection_count': 97, 'streets_per_node_avg': 3.116504854368932, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 73, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05825242718446602, 2: 0.0, 3: 0.7087378640776699, 4: 0.23300970873786409}, 'edge_length_total': 32479.129999999986, 'edge_length_avg': 106.14094771241825, 'street_length_total': 16239.564999999999, 'street_length_avg': 106.1409477124183, 'street_segments_count': 153, 'node_density_km': 20.626127743438705, 'intersection_density_km': 19.424605738966548, 'edge_density_km': 6504.064896851962, 'street_density_km': 3252.0324484259822, 'circuity_avg': 1.015202815890696, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.015202815890696\n", - "2640\n", - "6990710.005033961\n", - "{'n': 233, 'm': 680, 'k_avg': 5.836909871244635, 'intersection_count': 212, 'streets_per_node_avg': 3.0343347639484977, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 164, 4: 46, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09012875536480687, 2: 0.0, 3: 0.703862660944206, 4: 0.19742489270386265, 5: 0.008583690987124463}, 'edge_length_total': 84703.41800000008, 'edge_length_avg': 124.56385000000012, 'street_length_total': 42351.708999999995, 'street_length_avg': 124.56384999999999, 'street_segments_count': 340, 'node_density_km': 33.329947863982106, 'intersection_density_km': 30.325961146627495, 'edge_density_km': 12116.568694596936, 'street_density_km': 6058.284347298461, 'circuity_avg': 1.0420271738512819, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0420271738512819\n", - "2641\n", - "8000347.621737309\n", - "{'n': 279, 'm': 655, 'k_avg': 4.695340501792114, 'intersection_count': 205, 'streets_per_node_avg': 2.5448028673835124, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 185, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26523297491039427, 2: 0.0, 3: 0.6630824372759857, 4: 0.06810035842293907, 5: 0.0035842293906810036}, 'edge_length_total': 84243.07600000002, 'edge_length_avg': 128.61538320610688, 'street_length_total': 42978.463999999985, 'street_length_avg': 128.67803592814366, 'street_segments_count': 334, 'node_density_km': 34.873484652334895, 'intersection_density_km': 25.623886572504134, 'edge_density_km': 10529.926946062662, 'street_density_km': 5372.074568763181, 'circuity_avg': 1.0483760121415229, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0483760121415229\n", - "2642\n", - "10995923.29410008\n", - "{'n': 505, 'm': 1370, 'k_avg': 5.425742574257426, 'intersection_count': 414, 'streets_per_node_avg': 2.8118811881188117, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 328, 4: 85, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1801980198019802, 2: 0.0, 3: 0.6495049504950495, 4: 0.16831683168316833, 5: 0.0019801980198019802}, 'edge_length_total': 152105.8600000004, 'edge_length_avg': 111.02617518248204, 'street_length_total': 76656.55100000002, 'street_length_avg': 110.93567438494938, 'street_segments_count': 691, 'node_density_km': 45.92611156818095, 'intersection_density_km': 37.65031720638993, 'edge_density_km': 13832.932072344813, 'street_density_km': 6971.361017144463, 'circuity_avg': 1.062402332957621, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062402332957621\n", - "2643\n", - "6997847.280290289\n", - "{'n': 77, 'm': 208, 'k_avg': 5.402597402597403, 'intersection_count': 63, 'streets_per_node_avg': 2.883116883116883, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 44, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.5714285714285714, 4: 0.24675324675324675}, 'edge_length_total': 58674.804000000004, 'edge_length_avg': 282.0904038461539, 'street_length_total': 29337.402000000006, 'street_length_avg': 282.0904038461539, 'street_segments_count': 104, 'node_density_km': 11.003383885909244, 'intersection_density_km': 9.002768633925745, 'edge_density_km': 8384.693413538746, 'street_density_km': 4192.346706769373, 'circuity_avg': 1.0395323147661237, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0395323147661237\n", - "2644\n", - "36976382.77507373\n", - "{'n': 2619, 'm': 7252, 'k_avg': 5.5379915998472695, 'intersection_count': 2305, 'streets_per_node_avg': 2.9301260022909505, 'streets_per_node_counts': {0: 0, 1: 314, 2: 2, 3: 1871, 4: 417, 5: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11989308896525391, 2: 0.0007636502481863307, 3: 0.7143948071783124, 4: 0.15922107674684993, 5: 0.0057273768613974796}, 'edge_length_total': 684675.6699999976, 'edge_length_avg': 94.41197876447843, 'street_length_total': 367454.43700000085, 'street_length_avg': 96.74945681937885, 'street_segments_count': 3798, 'node_density_km': 70.82899416990844, 'intersection_density_km': 62.337087270576156, 'edge_density_km': 18516.56702508896, 'street_density_km': 9937.544167995437, 'circuity_avg': 1.067287392814618, 'self_loop_proportion': 0.0011031439602868175, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067287392814618\n", - "2645\n", - "8988017.782196976\n", - "{'n': 356, 'm': 948, 'k_avg': 5.325842696629214, 'intersection_count': 295, 'streets_per_node_avg': 2.8286516853932584, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 234, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17134831460674158, 2: 0.0, 3: 0.6573033707865169, 4: 0.17134831460674158}, 'edge_length_total': 115027.17899999984, 'edge_length_avg': 121.3366867088606, 'street_length_total': 58034.76400000003, 'street_length_avg': 121.41164016736408, 'street_segments_count': 478, 'node_density_km': 39.608288348644265, 'intersection_density_km': 32.82147489564623, 'edge_density_km': 12797.836162255933, 'street_density_km': 6456.903558307644, 'circuity_avg': 1.0359015458229062, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0359015458229062\n", - "2646\n", - "6997170.819117962\n", - "{'n': 349, 'm': 942, 'k_avg': 5.3982808022922635, 'intersection_count': 303, 'streets_per_node_avg': 2.8997134670487106, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 247, 4: 55, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1318051575931232, 2: 0.0, 3: 0.7077363896848138, 4: 0.15759312320916904, 5: 0.0028653295128939827}, 'edge_length_total': 124382.53500000008, 'edge_length_avg': 132.04090764331218, 'street_length_total': 62414.72500000005, 'street_length_avg': 130.30213987473914, 'street_segments_count': 479, 'node_density_km': 49.87730170120295, 'intersection_density_km': 43.30321609015614, 'edge_density_km': 17776.118121935357, 'street_density_km': 8919.994468259647, 'circuity_avg': 1.0351735570304614, 'self_loop_proportion': 0.0021231422505307855, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0351735570304614\n", - "2647\n", - "16985246.40659495\n", - "{'n': 343, 'm': 908, 'k_avg': 5.294460641399417, 'intersection_count': 265, 'streets_per_node_avg': 2.693877551020408, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 214, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22740524781341107, 2: 0.0, 3: 0.6239067055393586, 4: 0.14868804664723032}, 'edge_length_total': 174120.46199999985, 'edge_length_avg': 191.76262334801746, 'street_length_total': 87060.23100000001, 'street_length_avg': 191.76262334801766, 'street_segments_count': 454, 'node_density_km': 20.193996118114697, 'intersection_density_km': 15.601775426531763, 'edge_density_km': 10251.276774671529, 'street_density_km': 5125.63838733577, 'circuity_avg': 1.0462767988528103, 'self_loop_proportion': 0.006607929515418502, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0462767988528103\n", - "2648\n", - "158784090.3053415\n", - "error with entry 2648\n", - "2649\n", - "5995505.7299953485\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 122, 'm': 334, 'k_avg': 5.475409836065574, 'intersection_count': 104, 'streets_per_node_avg': 2.877049180327869, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 83, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14754098360655737, 2: 0.0, 3: 0.680327868852459, 4: 0.1721311475409836}, 'edge_length_total': 51616.37999999996, 'edge_length_avg': 154.5400598802394, 'street_length_total': 27035.238999999994, 'street_length_avg': 159.0308176470588, 'street_segments_count': 170, 'node_density_km': 20.348575331958635, 'intersection_density_km': 17.34632651248933, 'edge_density_km': 8609.178662237724, 'street_density_km': 4509.250798434475, 'circuity_avg': 1.0994347514160803, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0994347514160803\n", - "2650\n", - "3995452.341934027\n", - "error with entry 2650\n", - "2651\n", - "14979654.564939646\n", - "{'n': 678, 'm': 1466, 'k_avg': 4.32448377581121, 'intersection_count': 428, 'streets_per_node_avg': 2.2949852507374633, 'streets_per_node_counts': {0: 0, 1: 250, 2: 0, 3: 406, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3687315634218289, 2: 0.0, 3: 0.5988200589970502, 4: 0.032448377581120944}, 'edge_length_total': 149638.6819999997, 'edge_length_avg': 102.07277080491113, 'street_length_total': 75282.13500000001, 'street_length_avg': 99.1859486166008, 'street_segments_count': 759, 'node_density_km': 45.261390845879745, 'intersection_density_km': 28.572087436632053, 'edge_density_km': 9989.461462631707, 'street_density_km': 5025.625569243781, 'circuity_avg': 1.0718946097783713, 'self_loop_proportion': 0.001364256480218281, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0718946097783713\n", - "2652\n", - "3998171.3233896988\n", - "{'n': 308, 'm': 814, 'k_avg': 5.285714285714286, 'intersection_count': 249, 'streets_per_node_avg': 2.762987012987013, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 206, 4: 41, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19155844155844157, 2: 0.0, 3: 0.6688311688311688, 4: 0.1331168831168831, 5: 0.006493506493506494}, 'edge_length_total': 86866.2700000002, 'edge_length_avg': 106.71531941031965, 'street_length_total': 43433.13500000003, 'street_length_avg': 106.71531941031948, 'street_segments_count': 407, 'node_density_km': 77.03521812538884, 'intersection_density_km': 62.27847179617474, 'edge_density_km': 21726.500185678364, 'street_density_km': 10863.250092839166, 'circuity_avg': 1.0531608672701238, 'self_loop_proportion': 0.002457002457002457, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0531608672701238\n", - "2653\n", - "20980229.37423275\n", - "{'n': 1295, 'm': 3554, 'k_avg': 5.488803088803089, 'intersection_count': 1137, 'streets_per_node_avg': 2.966023166023166, 'streets_per_node_counts': {0: 0, 1: 158, 2: 0, 3: 882, 4: 240, 5: 13, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.122007722007722, 2: 0.0, 3: 0.6810810810810811, 4: 0.18532818532818532, 5: 0.010038610038610039, 6: 0.0015444015444015444}, 'edge_length_total': 362090.0539999998, 'edge_length_avg': 101.8824012380416, 'street_length_total': 194444.4199999998, 'street_length_avg': 103.20829087048823, 'street_segments_count': 1884, 'node_density_km': 61.724777975520034, 'intersection_density_km': 54.19387842329442, 'edge_density_km': 17258.631807176873, 'street_density_km': 9267.98351589093, 'circuity_avg': 1.0471772467849194, 'self_loop_proportion': 0.0022509848058525606, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0471772467849194\n", - "2654\n", - "14980424.441811157\n", - "{'n': 257, 'm': 653, 'k_avg': 5.081712062256809, 'intersection_count': 203, 'streets_per_node_avg': 2.7159533073929962, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 169, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21011673151750973, 2: 0.0, 3: 0.6575875486381323, 4: 0.12840466926070038, 5: 0.0038910505836575876}, 'edge_length_total': 136401.34499999997, 'edge_length_avg': 208.8841424196018, 'street_length_total': 69345.81500000006, 'street_length_avg': 207.00243283582108, 'street_segments_count': 335, 'node_density_km': 17.155722189199086, 'intersection_density_km': 13.551017915982158, 'edge_density_km': 9105.305762852526, 'street_density_km': 4629.095475189089, 'circuity_avg': 1.048208340991965, 'self_loop_proportion': 0.0030627871362940277, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048208340991965\n", - "2655\n", - "8990643.48322511\n", - "{'n': 134, 'm': 349, 'k_avg': 5.208955223880597, 'intersection_count': 102, 'streets_per_node_avg': 2.6940298507462686, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 79, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23880597014925373, 2: 0.0, 3: 0.5895522388059702, 4: 0.17164179104477612}, 'edge_length_total': 73134.33700000013, 'edge_length_avg': 209.55397421203475, 'street_length_total': 36621.977, 'street_length_avg': 209.26844, 'street_segments_count': 175, 'node_density_km': 14.904383679546342, 'intersection_density_km': 11.345127875475573, 'edge_density_km': 8134.494170128687, 'street_density_km': 4073.3432560561305, 'circuity_avg': 1.03064920300132, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03064920300132\n", - "2656\n", - "8987625.743971117\n", - "{'n': 156, 'm': 400, 'k_avg': 5.128205128205129, 'intersection_count': 144, 'streets_per_node_avg': 2.9423076923076925, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 129, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07692307692307693, 2: 0.0, 3: 0.8269230769230769, 4: 0.09615384615384616}, 'edge_length_total': 27651.419000000005, 'edge_length_avg': 69.12854750000001, 'street_length_total': 15745.171999999999, 'street_length_avg': 69.66890265486725, 'street_segments_count': 226, 'node_density_km': 17.357198045840363, 'intersection_density_km': 16.022028965391105, 'edge_density_km': 3076.6099732789303, 'street_density_km': 1751.872235062951, 'circuity_avg': 1.07839783511661, 'self_loop_proportion': 0.015, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07839783511661\n", - "2657\n", - "8988504.718686817\n", - "{'n': 732, 'm': 2024, 'k_avg': 5.530054644808743, 'intersection_count': 652, 'streets_per_node_avg': 3.0560109289617485, 'streets_per_node_counts': {0: 0, 1: 80, 2: 1, 3: 454, 4: 192, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1092896174863388, 2: 0.001366120218579235, 3: 0.6202185792349727, 4: 0.26229508196721313, 5: 0.006830601092896175}, 'edge_length_total': 123177.9480000004, 'edge_length_avg': 60.85866996047451, 'street_length_total': 65593.53599999996, 'street_length_avg': 59.73910382513658, 'street_segments_count': 1098, 'node_density_km': 81.43734947128583, 'intersection_density_km': 72.5370926984677, 'edge_density_km': 13703.942074360526, 'street_density_km': 7297.491412963613, 'circuity_avg': 1.047035258748366, 'self_loop_proportion': 0.004940711462450593, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047035258748366\n", - "2658\n", - "15977766.439006502\n", - "{'n': 457, 'm': 942, 'k_avg': 4.12253829321663, 'intersection_count': 290, 'streets_per_node_avg': 2.297592997811816, 'streets_per_node_counts': {0: 0, 1: 167, 2: 0, 3: 277, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.36542669584245074, 2: 0.0, 3: 0.6061269146608315, 4: 0.028446389496717725}, 'edge_length_total': 121871.20700000013, 'edge_length_avg': 129.37495435244173, 'street_length_total': 69222.22800000003, 'street_length_avg': 137.07371881188126, 'street_segments_count': 505, 'node_density_km': 28.60224561077113, 'intersection_density_km': 18.150221503552796, 'edge_density_km': 7627.5496619149535, 'street_density_km': 4332.4095557566725, 'circuity_avg': 1.0562242068511696, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0562242068511696\n", - "2659\n", - "10985468.296047395\n", - "{'n': 668, 'm': 1470, 'k_avg': 4.401197604790419, 'intersection_count': 418, 'streets_per_node_avg': 2.303892215568862, 'streets_per_node_counts': {0: 0, 1: 250, 2: 0, 3: 383, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37425149700598803, 2: 0.0, 3: 0.5733532934131736, 4: 0.05239520958083832}, 'edge_length_total': 138832.94700000001, 'edge_length_avg': 94.44418163265307, 'street_length_total': 69637.49499999998, 'street_length_avg': 93.09825534759355, 'street_segments_count': 748, 'node_density_km': 60.8076034628718, 'intersection_density_km': 38.05026683754553, 'edge_density_km': 12637.872438260327, 'street_density_km': 6339.055661837899, 'circuity_avg': 1.0450751066424455, 'self_loop_proportion': 0.0013605442176870747, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0450751066424455\n", - "2660\n", - "8989064.696859889\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 422, 'm': 982, 'k_avg': 4.654028436018957, 'intersection_count': 302, 'streets_per_node_avg': 2.4976303317535544, 'streets_per_node_counts': {0: 0, 1: 120, 2: 2, 3: 270, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2843601895734597, 2: 0.004739336492890996, 3: 0.6398104265402843, 4: 0.07109004739336493}, 'edge_length_total': 112697.5450000001, 'edge_length_avg': 114.76328411405305, 'street_length_total': 58795.220000000016, 'street_length_avg': 115.73862204724412, 'street_segments_count': 508, 'node_density_km': 46.94592977480911, 'intersection_density_km': 33.596376284342064, 'edge_density_km': 12537.182543515151, 'street_density_km': 6540.749453114817, 'circuity_avg': 1.1129651114288872, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1129651114288872\n", - "2661\n", - "10985033.159933498\n", - "{'n': 427, 'm': 1112, 'k_avg': 5.208430913348946, 'intersection_count': 352, 'streets_per_node_avg': 2.840749414519906, 'streets_per_node_counts': {0: 0, 1: 75, 2: 1, 3: 270, 4: 79, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1756440281030445, 2: 0.00234192037470726, 3: 0.6323185011709602, 4: 0.18501170960187355, 5: 0.00468384074941452}, 'edge_length_total': 91254.74200000011, 'edge_length_avg': 82.06361690647492, 'street_length_total': 50162.23300000005, 'street_length_avg': 83.74329382303848, 'street_segments_count': 599, 'node_density_km': 38.871070645232805, 'intersection_density_km': 32.04359922042611, 'edge_density_km': 8307.188578441446, 'street_density_km': 4566.41616549328, 'circuity_avg': 1.093680833151968, 'self_loop_proportion': 0.007194244604316547, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.093680833151968\n", - "2662\n", - "4993772.76577226\n", - "{'n': 131, 'm': 344, 'k_avg': 5.251908396946565, 'intersection_count': 111, 'streets_per_node_avg': 2.8473282442748094, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 91, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15267175572519084, 2: 0.0, 3: 0.6946564885496184, 4: 0.15267175572519084}, 'edge_length_total': 57409.0009999999, 'edge_length_avg': 166.8866308139532, 'street_length_total': 29281.176000000003, 'street_length_avg': 165.43037288135594, 'street_segments_count': 177, 'node_density_km': 26.232671397842743, 'intersection_density_km': 22.227683398172093, 'edge_density_km': 11496.11800390399, 'street_density_km': 5863.537924812209, 'circuity_avg': 1.0386600739277099, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0386600739277099\n", - "2663\n", - "7991895.436784921\n", - "{'n': 76, 'm': 183, 'k_avg': 4.815789473684211, 'intersection_count': 58, 'streets_per_node_avg': 2.5921052631578947, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 53, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23684210526315788, 2: 0.0, 3: 0.6973684210526315, 4: 0.06578947368421052}, 'edge_length_total': 50175.45700000001, 'edge_length_avg': 274.18282513661205, 'street_length_total': 25774.698000000008, 'street_length_avg': 274.1989148936171, 'street_segments_count': 94, 'node_density_km': 9.509633928665892, 'intersection_density_km': 7.257352208718706, 'edge_density_km': 6278.292477283113, 'street_density_km': 3225.10450791996, 'circuity_avg': 1.0600093120104563, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0600093120104563\n", - "2664\n", - "5995265.977104629\n", - "{'n': 226, 'm': 532, 'k_avg': 4.707964601769912, 'intersection_count': 172, 'streets_per_node_avg': 2.601769911504425, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 154, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23893805309734514, 2: 0.0, 3: 0.6814159292035398, 4: 0.07964601769911504}, 'edge_length_total': 68191.46800000004, 'edge_length_avg': 128.17945112781962, 'street_length_total': 36026.084, 'street_length_avg': 127.75207092198582, 'street_segments_count': 282, 'node_density_km': 37.6964092774321, 'intersection_density_km': 28.68930263592178, 'edge_density_km': 11374.218968835912, 'street_density_km': 6009.088527111277, 'circuity_avg': 1.0548577657513571, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548577657513571\n", - "2665\n", - "4996300.380881853\n", - "{'n': 405, 'm': 1111, 'k_avg': 5.48641975308642, 'intersection_count': 356, 'streets_per_node_avg': 2.965432098765432, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 274, 4: 80, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12098765432098765, 2: 0.0, 3: 0.6765432098765433, 4: 0.19753086419753085, 5: 0.0049382716049382715}, 'edge_length_total': 108575.16099999983, 'edge_length_avg': 97.72741764176402, 'street_length_total': 56920.55700000001, 'street_length_avg': 96.47552033898306, 'street_segments_count': 590, 'node_density_km': 81.05997820901972, 'intersection_density_km': 71.25272158620005, 'edge_density_km': 21731.111567162454, 'street_density_km': 11392.541012506828, 'circuity_avg': 1.0511196289730902, 'self_loop_proportion': 0.0018001800180018, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0511196289730902\n", - "2666\n", - "11983554.964217285\n", - "{'n': 320, 'm': 874, 'k_avg': 5.4625, 'intersection_count': 272, 'streets_per_node_avg': 2.803125, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 239, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15, 2: 0.0, 3: 0.746875, 4: 0.103125}, 'edge_length_total': 142990.4879999999, 'edge_length_avg': 163.60467734553762, 'street_length_total': 71495.24400000002, 'street_length_avg': 163.6046773455378, 'street_segments_count': 437, 'node_density_km': 26.703261340688567, 'intersection_density_km': 22.697772139585283, 'edge_density_km': 11932.226157176843, 'street_density_km': 5966.113078588427, 'circuity_avg': 1.0939036418442665, 'self_loop_proportion': 0.002288329519450801, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0939036418442665\n", - "2667\n", - "4993528.850711615\n", - "{'n': 10, 'm': 22, 'k_avg': 4.4, 'intersection_count': 8, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 6, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.6, 4: 0.2}, 'edge_length_total': 9325.868, 'edge_length_avg': 423.9030909090909, 'street_length_total': 4662.934, 'street_length_avg': 423.9030909090909, 'street_segments_count': 11, 'node_density_km': 2.002591814118572, 'intersection_density_km': 1.6020734512948576, 'edge_density_km': 1867.590691635034, 'street_density_km': 933.795345817517, 'circuity_avg': 1.008039486757008, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.008039486757008\n", - "2668\n", - "8988884.903707713\n", - "{'n': 111, 'm': 260, 'k_avg': 4.684684684684685, 'intersection_count': 81, 'streets_per_node_avg': 2.5225225225225225, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 74, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2702702702702703, 2: 0.0, 3: 0.6666666666666666, 4: 0.06306306306306306}, 'edge_length_total': 64237.34199999999, 'edge_length_avg': 247.06669999999997, 'street_length_total': 32247.803000000014, 'street_length_avg': 246.16643511450394, 'street_segments_count': 131, 'node_density_km': 12.348583966651413, 'intersection_density_km': 9.011128840529409, 'edge_density_km': 7146.308211545074, 'street_density_km': 3587.519847617419, 'circuity_avg': 1.0568004682213232, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0568004682213232\n", - "2669\n", - "6000346.2453387845\n", - "{'n': 94, 'm': 260, 'k_avg': 5.531914893617022, 'intersection_count': 83, 'streets_per_node_avg': 3.0106382978723403, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 60, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11702127659574468, 2: 0.0, 3: 0.6382978723404256, 4: 0.24468085106382978}, 'edge_length_total': 61818.61200000003, 'edge_length_avg': 237.76389230769243, 'street_length_total': 30909.30599999999, 'street_length_avg': 237.76389230769223, 'street_segments_count': 130, 'node_density_km': 15.665762633784926, 'intersection_density_km': 13.832535091533497, 'edge_density_km': 10302.507467468604, 'street_density_km': 5151.253733734298, 'circuity_avg': 1.0310503032739866, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0310503032739866\n", - "2670\n", - "18976456.727830026\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1768, 'm': 4419, 'k_avg': 4.998868778280543, 'intersection_count': 1364, 'streets_per_node_avg': 2.6589366515837103, 'streets_per_node_counts': {0: 0, 1: 404, 2: 2, 3: 1163, 4: 192, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22850678733031674, 2: 0.0011312217194570137, 3: 0.6578054298642534, 4: 0.1085972850678733, 5: 0.003393665158371041, 6: 0.0005656108597285068}, 'edge_length_total': 407815.48700000055, 'edge_length_avg': 92.28682665761497, 'street_length_total': 212566.6350000005, 'street_length_avg': 91.82144060475184, 'street_segments_count': 2315, 'node_density_km': 93.16807796932554, 'intersection_density_km': 71.8785397908145, 'edge_density_km': 21490.602426422236, 'street_density_km': 11201.597750767653, 'circuity_avg': 1.0429876953716377, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0429876953716377\n", - "2671\n", - "16976405.35208765\n", - "{'n': 279, 'm': 722, 'k_avg': 5.17562724014337, 'intersection_count': 216, 'streets_per_node_avg': 2.6881720430107525, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 177, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22580645161290322, 2: 0.0, 3: 0.6344086021505376, 4: 0.13978494623655913}, 'edge_length_total': 149523.60799999975, 'edge_length_avg': 207.09640997229883, 'street_length_total': 74761.80400000002, 'street_length_avg': 207.09640997229923, 'street_segments_count': 361, 'node_density_km': 16.434574588294122, 'intersection_density_km': 12.723541616743836, 'edge_density_km': 8807.730782748557, 'street_density_km': 4403.865391374287, 'circuity_avg': 1.0645203544309707, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0645203544309707\n", - "2672\n", - "7995744.525207777\n", - "{'n': 104, 'm': 288, 'k_avg': 5.538461538461538, 'intersection_count': 86, 'streets_per_node_avg': 2.8461538461538463, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 67, 4: 18, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17307692307692307, 2: 0.0, 3: 0.6442307692307693, 4: 0.17307692307692307, 5: 0.009615384615384616}, 'edge_length_total': 54211.275999999976, 'edge_length_avg': 188.23359722222213, 'street_length_total': 27105.638000000014, 'street_length_avg': 188.23359722222233, 'street_segments_count': 144, 'node_density_km': 13.006918826899044, 'intersection_density_km': 10.755721337628056, 'edge_density_km': 6780.016023409808, 'street_density_km': 3390.0080117049074, 'circuity_avg': 1.0306038643873376, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0306038643873376\n", - "2673\n", - "24967170.44085329\n", - "{'n': 984, 'm': 2122, 'k_avg': 4.313008130081301, 'intersection_count': 583, 'streets_per_node_avg': 2.2296747967479673, 'streets_per_node_counts': {0: 0, 1: 401, 2: 0, 3: 542, 4: 38, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.40752032520325204, 2: 0.0, 3: 0.5508130081300813, 4: 0.03861788617886179, 5: 0.003048780487804878}, 'edge_length_total': 256055.4749999993, 'edge_length_avg': 120.66704759660665, 'street_length_total': 128148.29600000005, 'street_length_avg': 119.87679700654822, 'street_segments_count': 1069, 'node_density_km': 39.411754821439445, 'intersection_density_km': 23.350663679775604, 'edge_density_km': 10255.686586775599, 'street_density_km': 5132.671974326474, 'circuity_avg': 1.0642569124137902, 'self_loop_proportion': 0.000942507068803016, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0642569124137902\n", - "2674\n", - "6000069.635180078\n", - "{'n': 145, 'm': 348, 'k_avg': 4.8, 'intersection_count': 117, 'streets_per_node_avg': 2.689655172413793, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 106, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19310344827586207, 2: 0.0, 3: 0.7310344827586207, 4: 0.07586206896551724}, 'edge_length_total': 55856.00600000001, 'edge_length_avg': 160.5057643678161, 'street_length_total': 28536.441999999995, 'street_length_avg': 154.2510378378378, 'street_segments_count': 185, 'node_density_km': 24.16638619489091, 'intersection_density_km': 19.499773688291288, 'edge_density_km': 9309.226291725132, 'street_density_km': 4756.018468966242, 'circuity_avg': 1.0400226508535022, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0400226508535022\n", - "2675\n", - "9986081.881888382\n", - "{'n': 1088, 'm': 2414, 'k_avg': 4.4375, 'intersection_count': 702, 'streets_per_node_avg': 2.3713235294117645, 'streets_per_node_counts': {0: 0, 1: 386, 2: 0, 3: 617, 4: 82, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3547794117647059, 2: 0.0, 3: 0.5670955882352942, 4: 0.07536764705882353, 5: 0.0027573529411764708}, 'edge_length_total': 180057.56799999968, 'edge_length_avg': 74.58888483844228, 'street_length_total': 93849.94799999983, 'street_length_avg': 73.55011598746069, 'street_segments_count': 1276, 'node_density_km': 108.95164017964748, 'intersection_density_km': 70.29784136591226, 'edge_density_km': 18030.852353270566, 'street_density_km': 9398.07515199872, 'circuity_avg': 1.0589607840694995, 'self_loop_proportion': 0.004142502071251036, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0589607840694995\n", - "2676\n", - "8999244.91271152\n", - "{'n': 600, 'm': 1686, 'k_avg': 5.62, 'intersection_count': 531, 'streets_per_node_avg': 2.9833333333333334, 'streets_per_node_counts': {0: 0, 1: 69, 2: 1, 3: 407, 4: 117, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.115, 2: 0.0016666666666666668, 3: 0.6783333333333333, 4: 0.195, 5: 0.01}, 'edge_length_total': 146818.86799999993, 'edge_length_avg': 87.08117912218263, 'street_length_total': 75782.59799999995, 'street_length_avg': 86.11658863636359, 'street_segments_count': 880, 'node_density_km': 66.67226037514483, 'intersection_density_km': 59.00495043200318, 'edge_density_km': 16314.576325466693, 'street_density_km': 8420.995176268212, 'circuity_avg': 1.0231191282457355, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0231191282457355\n", - "2677\n", - "7998243.3473775415\n", - "{'n': 87, 'm': 226, 'k_avg': 5.195402298850575, 'intersection_count': 71, 'streets_per_node_avg': 2.781609195402299, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 59, 4: 11, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1839080459770115, 2: 0.0, 3: 0.6781609195402298, 4: 0.12643678160919541, 5: 0.011494252873563218}, 'edge_length_total': 56250.52799999992, 'edge_length_avg': 248.89614159292, 'street_length_total': 28125.264, 'street_length_avg': 248.89614159292034, 'street_segments_count': 113, 'node_density_km': 10.87738847412357, 'intersection_density_km': 8.876949214514639, 'edge_density_km': 7032.860286558211, 'street_density_km': 3516.4301432791103, 'circuity_avg': 1.0152017400289497, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0152017400289497\n", - "2678\n", - "27000228.997429367\n", - "{'n': 592, 'm': 1734, 'k_avg': 5.858108108108108, 'intersection_count': 512, 'streets_per_node_avg': 3.0304054054054053, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 334, 4: 178}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13513513513513514, 2: 0.0, 3: 0.5641891891891891, 4: 0.30067567567567566}, 'edge_length_total': 336381.676, 'edge_length_avg': 193.9917393310265, 'street_length_total': 168331.25900000008, 'street_length_avg': 193.26206544202074, 'street_segments_count': 871, 'node_density_km': 21.92573996525596, 'intersection_density_km': 18.962802132113264, 'edge_density_km': 12458.474927454361, 'street_density_km': 6234.438197395531, 'circuity_avg': 1.030027345052302, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030027345052302\n", - "2679\n", - "5998466.137840329\n", - "{'n': 71, 'm': 216, 'k_avg': 6.084507042253521, 'intersection_count': 63, 'streets_per_node_avg': 3.211267605633803, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 32, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11267605633802817, 2: 0.0, 3: 0.4507042253521127, 4: 0.43661971830985913}, 'edge_length_total': 41721.176, 'edge_length_avg': 193.1535925925926, 'street_length_total': 20860.588, 'street_length_avg': 193.1535925925926, 'street_segments_count': 108, 'node_density_km': 11.836359223920308, 'intersection_density_km': 10.502684945168724, 'edge_density_km': 6955.307413808487, 'street_density_km': 3477.6537069042433, 'circuity_avg': 1.0111722406537036, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0111722406537036\n", - "2680\n", - "7990813.06697124\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 194, 'm': 558, 'k_avg': 5.752577319587629, 'intersection_count': 161, 'streets_per_node_avg': 2.979381443298969, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 99, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17010309278350516, 2: 0.0, 3: 0.5103092783505154, 4: 0.31958762886597936}, 'edge_length_total': 85009.00999999983, 'edge_length_avg': 152.34589605734737, 'street_length_total': 42504.50500000004, 'street_length_avg': 152.34589605734783, 'street_segments_count': 279, 'node_density_km': 24.277879907098352, 'intersection_density_km': 20.148137448674404, 'edge_density_km': 10638.342968048035, 'street_density_km': 5319.171484024033, 'circuity_avg': 1.0327804562470668, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0327804562470668\n", - "2681\n", - "37947424.74981343\n", - "{'n': 2757, 'm': 7493, 'k_avg': 5.435618425825172, 'intersection_count': 2349, 'streets_per_node_avg': 2.8991657598839318, 'streets_per_node_counts': {0: 0, 1: 408, 2: 1, 3: 1840, 4: 479, 5: 27, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14798694232861806, 2: 0.0003627130939426913, 3: 0.667392092854552, 4: 0.17373957199854914, 5: 0.009793253536452665, 6: 0.0007254261878853826}, 'edge_length_total': 591772.7450000003, 'edge_length_avg': 78.97674429467507, 'street_length_total': 314424.10099999997, 'street_length_avg': 79.16014627391742, 'street_segments_count': 3972, 'node_density_km': 72.65315151625816, 'intersection_density_km': 61.901433772829314, 'edge_density_km': 15594.542947289456, 'street_density_km': 8285.78231785138, 'circuity_avg': 1.0523666828159723, 'self_loop_proportion': 0.002669157880688643, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0523666828159723\n", - "2682\n", - "19972161.620195977\n", - "{'n': 1181, 'm': 2571, 'k_avg': 4.35393734123624, 'intersection_count': 715, 'streets_per_node_avg': 2.245554614733277, 'streets_per_node_counts': {0: 0, 1: 466, 2: 0, 3: 675, 4: 39, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.39458086367485184, 2: 0.0, 3: 0.5715495342929721, 4: 0.03302286198137172, 5: 0.000846740050804403}, 'edge_length_total': 245740.52399999986, 'edge_length_avg': 95.58168961493577, 'street_length_total': 122920.33899999975, 'street_length_avg': 95.50919891219871, 'street_segments_count': 1287, 'node_density_km': 59.13230738157883, 'intersection_density_km': 35.799830463868645, 'edge_density_km': 12304.152583639494, 'street_density_km': 6154.583631833918, 'circuity_avg': 1.04796467602898, 'self_loop_proportion': 0.0015558148580318942, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04796467602898\n", - "2683\n", - "45997839.134165\n", - "{'n': 1586, 'm': 4190, 'k_avg': 5.283732660781841, 'intersection_count': 1318, 'streets_per_node_avg': 2.798865069356873, 'streets_per_node_counts': {0: 0, 1: 268, 2: 0, 3: 1108, 4: 203, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16897856242118536, 2: 0.0, 3: 0.6986128625472888, 4: 0.12799495586380832, 5: 0.004413619167717529}, 'edge_length_total': 633535.6810000037, 'edge_length_avg': 151.20183317422521, 'street_length_total': 321157.67699999956, 'street_length_avg': 147.7266223551056, 'street_segments_count': 2174, 'node_density_km': 34.479880573824495, 'intersection_density_km': 28.65351992200548, 'edge_density_km': 13773.161803364881, 'street_density_km': 6982.016613068656, 'circuity_avg': 1.0393147697824952, 'self_loop_proportion': 0.00023866348448687351, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0393147697824952\n", - "2684\n", - "55928940.88647362\n", - "{'n': 1197, 'm': 3057, 'k_avg': 5.1077694235588975, 'intersection_count': 909, 'streets_per_node_avg': 2.6131996658312446, 'streets_per_node_counts': {0: 0, 1: 288, 2: 0, 3: 796, 4: 113}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24060150375939848, 2: 0.0, 3: 0.6649958228905597, 4: 0.09440267335004177}, 'edge_length_total': 497315.87899999984, 'edge_length_avg': 162.6810202813215, 'street_length_total': 248806.20700000026, 'street_length_avg': 162.61843594771258, 'street_segments_count': 1530, 'node_density_km': 21.402157470310577, 'intersection_density_km': 16.252766199258406, 'edge_density_km': 8891.92377179943, 'street_density_km': 4448.6128837131955, 'circuity_avg': 1.0406542624111643, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0406542624111643\n", - "2685\n", - "7000156.346739117\n", - "{'n': 88, 'm': 226, 'k_avg': 5.136363636363637, 'intersection_count': 70, 'streets_per_node_avg': 2.8295454545454546, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 49, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20454545454545456, 2: 0.0, 3: 0.5568181818181818, 4: 0.23863636363636365}, 'edge_length_total': 56149.84, 'edge_length_avg': 248.45061946902652, 'street_length_total': 28074.919999999984, 'street_length_avg': 248.4506194690264, 'street_segments_count': 113, 'node_density_km': 12.571147791719401, 'intersection_density_km': 9.99977665250407, 'edge_density_km': 8021.226558197701, 'street_density_km': 4010.613279098848, 'circuity_avg': 1.0351231001058723, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0351231001058723\n", - "2686\n", - "8988801.85532096\n", - "{'n': 840, 'm': 2433, 'k_avg': 5.792857142857143, 'intersection_count': 724, 'streets_per_node_avg': 2.967857142857143, 'streets_per_node_counts': {0: 0, 1: 116, 2: 0, 3: 523, 4: 197, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1380952380952381, 2: 0.0, 3: 0.6226190476190476, 4: 0.23452380952380952, 5: 0.004761904761904762}, 'edge_length_total': 212028.7459999999, 'edge_length_avg': 87.14703904644468, 'street_length_total': 106659.6329999999, 'street_length_avg': 86.36407530364365, 'street_segments_count': 1235, 'node_density_km': 93.449606913157, 'intersection_density_km': 80.54466119657818, 'edge_density_km': 23588.09877141619, 'street_density_km': 11865.83425875188, 'circuity_avg': 1.0639802163455994, 'self_loop_proportion': 0.0032881216605014385, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639802163455994\n", - "2687\n", - "11982362.571070015\n", - "{'n': 443, 'm': 1238, 'k_avg': 5.589164785553048, 'intersection_count': 345, 'streets_per_node_avg': 2.8623024830699775, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 210, 4: 135}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22121896162528218, 2: 0.0, 3: 0.47404063205417607, 4: 0.3047404063205418}, 'edge_length_total': 250695.65000000002, 'edge_length_avg': 202.50052504038774, 'street_length_total': 125347.82500000004, 'street_length_avg': 202.5005250403878, 'street_segments_count': 619, 'node_density_km': 36.97100612441579, 'intersection_density_km': 28.79231853933058, 'edge_density_km': 20922.05510499864, 'street_density_km': 10461.027552499323, 'circuity_avg': 1.0025759313472131, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0025759313472131\n", - "2688\n", - "15009219.835800404\n", - "{'n': 175, 'm': 438, 'k_avg': 5.005714285714285, 'intersection_count': 136, 'streets_per_node_avg': 2.6514285714285712, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 119, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22285714285714286, 2: 0.0, 3: 0.68, 4: 0.09714285714285714}, 'edge_length_total': 95074.91000000006, 'edge_length_avg': 217.06600456621018, 'street_length_total': 47537.455, 'street_length_avg': 217.06600456621004, 'street_segments_count': 219, 'node_density_km': 11.659500088244773, 'intersection_density_km': 9.061097211435937, 'edge_density_km': 6334.433837342083, 'street_density_km': 3167.21691867104, 'circuity_avg': 1.0323645643014085, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0323645643014085\n", - "2689\n", - "67981841.651372\n", - "{'n': 6584, 'm': 18778, 'k_avg': 5.704131227217497, 'intersection_count': 5656, 'streets_per_node_avg': 2.9636998784933173, 'streets_per_node_counts': {0: 0, 1: 928, 2: 3, 3: 4048, 4: 1591, 5: 13, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14094775212636695, 2: 0.0004556500607533414, 3: 0.6148238153098421, 4: 0.2416464155528554, 5: 0.001974483596597813, 6: 0.00015188335358444713}, 'edge_length_total': 1857093.6039999994, 'edge_length_avg': 98.89730557034825, 'street_length_total': 953597.2730000006, 'street_length_avg': 98.61398893485011, 'street_segments_count': 9670, 'node_density_km': 96.849391544354, 'intersection_density_km': 83.19868751137093, 'edge_density_km': 27317.49477343734, 'street_density_km': 14027.235065067634, 'circuity_avg': 1.0408316747254431, 'self_loop_proportion': 0.0031952284588348066, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0408316747254431\n", - "2690\n", - "20975306.674923547\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 696, 'm': 1882, 'k_avg': 5.408045977011494, 'intersection_count': 583, 'streets_per_node_avg': 2.9525862068965516, 'streets_per_node_counts': {0: 0, 1: 113, 2: 2, 3: 389, 4: 189, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16235632183908047, 2: 0.0028735632183908046, 3: 0.5589080459770115, 4: 0.27155172413793105, 5: 0.004310344827586207}, 'edge_length_total': 287992.891, 'edge_length_avg': 153.02491551540913, 'street_length_total': 151724.811, 'street_length_avg': 151.12032968127488, 'street_segments_count': 1004, 'node_density_km': 33.181874801005115, 'intersection_density_km': 27.79458765658905, 'edge_density_km': 13730.092029801022, 'street_density_km': 7233.496670701384, 'circuity_avg': 1.0456102337340625, 'self_loop_proportion': 0.0021253985122210413, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456102337340625\n", - "2691\n", - "35951095.28832691\n", - "{'n': 3320, 'm': 7732, 'k_avg': 4.6578313253012045, 'intersection_count': 2254, 'streets_per_node_avg': 2.4487951807228914, 'streets_per_node_counts': {0: 0, 1: 1066, 2: 1, 3: 1957, 4: 290, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32108433734939756, 2: 0.00030120481927710846, 3: 0.5894578313253012, 4: 0.08734939759036145, 5: 0.0015060240963855422, 6: 0.00030120481927710846}, 'edge_length_total': 671507.1509999997, 'edge_length_avg': 86.84779500775993, 'street_length_total': 345191.22600000026, 'street_length_avg': 85.76179527950318, 'street_segments_count': 4025, 'node_density_km': 92.34767323147405, 'intersection_density_km': 62.696281766187504, 'edge_density_km': 18678.35028709219, 'street_density_km': 9601.688717174678, 'circuity_avg': 1.0360522441420177, 'self_loop_proportion': 0.0011639937920331091, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0360522441420177\n", - "2692\n", - "33988790.5913683\n", - "{'n': 1522, 'm': 4364, 'k_avg': 5.734559789750328, 'intersection_count': 1263, 'streets_per_node_avg': 2.9303547963206307, 'streets_per_node_counts': {0: 0, 1: 259, 2: 1, 3: 851, 4: 409, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17017082785808146, 2: 0.000657030223390276, 3: 0.5591327201051248, 4: 0.26872536136662284, 5: 0.001314060446780552}, 'edge_length_total': 611424.6359999969, 'edge_length_avg': 140.10647021081505, 'street_length_total': 306147.43700000027, 'street_length_avg': 139.92113208409518, 'street_segments_count': 2188, 'node_density_km': 44.77946915788533, 'intersection_density_km': 37.15930982024256, 'edge_density_km': 17989.00829837919, 'street_density_km': 9007.305987455424, 'circuity_avg': 1.0290619599689366, 'self_loop_proportion': 0.0018331805682859762, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0290619599689366\n", - "2693\n", - "11995926.824249387\n", - "{'n': 1371, 'm': 3212, 'k_avg': 4.685630926331145, 'intersection_count': 1000, 'streets_per_node_avg': 2.5280816921954776, 'streets_per_node_counts': {0: 0, 1: 371, 2: 2, 3: 903, 4: 93, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27060539752005836, 2: 0.0014587892049598833, 3: 0.6586433260393874, 4: 0.06783369803063458, 5: 0.0014587892049598833}, 'edge_length_total': 222935.4129999995, 'edge_length_avg': 69.40704016189275, 'street_length_total': 116491.32200000004, 'street_length_avg': 68.3634518779343, 'street_segments_count': 1704, 'node_density_km': 114.2887931950841, 'intersection_density_km': 83.36162888044062, 'edge_density_km': 18584.259162813716, 'street_density_km': 9710.906352355913, 'circuity_avg': 1.0945332866923578, 'self_loop_proportion': 0.0037359900373599006, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0945332866923578\n", - "2694\n", - "50929967.457032554\n", - "{'n': 5757, 'm': 15228, 'k_avg': 5.290255341323606, 'intersection_count': 4865, 'streets_per_node_avg': 2.930345666145562, 'streets_per_node_counts': {0: 0, 1: 892, 2: 11, 3: 3515, 4: 1287, 5: 49, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15494180997047072, 2: 0.0019107173875282265, 3: 0.6105610561056105, 4: 0.2235539343408025, 5: 0.008511377453534827, 6: 0.0005211047420531526}, 'edge_length_total': 1049135.394000001, 'edge_length_avg': 68.89515327029163, 'street_length_total': 587962.9210000017, 'street_length_avg': 70.10408024323378, 'street_segments_count': 8387, 'node_density_km': 113.03757468246835, 'intersection_density_km': 95.52332826649445, 'edge_density_km': 20599.569298470728, 'street_density_km': 11544.537535706086, 'circuity_avg': 1.0679663391334548, 'self_loop_proportion': 0.0031520882584712374, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0679663391334548\n", - "2695\n", - "9994562.151013225\n", - "{'n': 708, 'm': 1654, 'k_avg': 4.672316384180791, 'intersection_count': 510, 'streets_per_node_avg': 2.5155367231638417, 'streets_per_node_counts': {0: 0, 1: 198, 2: 0, 3: 458, 4: 51, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2796610169491525, 2: 0.0, 3: 0.6468926553672316, 4: 0.07203389830508475, 5: 0.0014124293785310734}, 'edge_length_total': 133388.49499999994, 'edge_length_avg': 80.6460066505441, 'street_length_total': 69060.66900000018, 'street_length_avg': 78.21140317100813, 'street_segments_count': 883, 'node_density_km': 70.83852091791981, 'intersection_density_km': 51.02774811884054, 'edge_density_km': 13346.106911394545, 'street_density_km': 6909.824358138488, 'circuity_avg': 1.090715647262704, 'self_loop_proportion': 0.004232164449818622, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.090715647262704\n", - "2696\n", - "10993739.40030248\n", - "{'n': 604, 'm': 1437, 'k_avg': 4.758278145695364, 'intersection_count': 424, 'streets_per_node_avg': 2.4586092715231787, 'streets_per_node_counts': {0: 0, 1: 180, 2: 3, 3: 385, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2980132450331126, 2: 0.004966887417218543, 3: 0.6374172185430463, 4: 0.059602649006622516}, 'edge_length_total': 124430.5730000001, 'edge_length_avg': 86.59051704940856, 'street_length_total': 63197.26599999994, 'street_length_avg': 86.09981743869201, 'street_segments_count': 734, 'node_density_km': 54.94035996372459, 'intersection_density_km': 38.56740500764773, 'edge_density_km': 11318.312038265754, 'street_density_km': 5748.477719806705, 'circuity_avg': 1.1788611985413326, 'self_loop_proportion': 0.0013917884481558804, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1788611985413326\n", - "2697\n", - "20970490.401459146\n", - "{'n': 889, 'm': 1932, 'k_avg': 4.346456692913386, 'intersection_count': 566, 'streets_per_node_avg': 2.30933633295838, 'streets_per_node_counts': {0: 0, 1: 323, 2: 0, 3: 537, 4: 26, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.36332958380202474, 2: 0.0, 3: 0.6040494938132733, 4: 0.02924634420697413, 5: 0.003374578177727784}, 'edge_length_total': 193688.57400000028, 'edge_length_avg': 100.25288509316785, 'street_length_total': 99109.40000000013, 'street_length_avg': 99.60743718592977, 'street_segments_count': 995, 'node_density_km': 42.39290464748228, 'intersection_density_km': 26.990308245753624, 'edge_density_km': 9236.244374453125, 'street_density_km': 4726.136494790985, 'circuity_avg': 1.0695203401351072, 'self_loop_proportion': 0.0010351966873706005, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0695203401351072\n", - "2698\n", - "8987167.793844119\n", - "{'n': 465, 'm': 1418, 'k_avg': 6.098924731182795, 'intersection_count': 419, 'streets_per_node_avg': 3.0924731182795697, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 284, 4: 135}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0989247311827957, 2: 0.0, 3: 0.610752688172043, 4: 0.2903225806451613}, 'edge_length_total': 191379.74200000014, 'edge_length_avg': 134.96455712270813, 'street_length_total': 95689.87099999982, 'street_length_avg': 134.9645571227078, 'street_segments_count': 709, 'node_density_km': 51.74043821886891, 'intersection_density_km': 46.62202927678725, 'edge_density_km': 21294.77788665393, 'street_density_km': 10647.388943326938, 'circuity_avg': 1.0099942693143427, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0099942693143427\n", - "2699\n", - "14978777.78260253\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 912, 'm': 1980, 'k_avg': 4.342105263157895, 'intersection_count': 560, 'streets_per_node_avg': 2.262061403508772, 'streets_per_node_counts': {0: 0, 1: 352, 2: 0, 3: 529, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38596491228070173, 2: 0.0, 3: 0.5800438596491229, 4: 0.03399122807017544}, 'edge_length_total': 202268.11800000005, 'edge_length_avg': 102.15561515151518, 'street_length_total': 101737.51999999989, 'street_length_avg': 100.53114624505918, 'street_segments_count': 1012, 'node_density_km': 60.8861425969791, 'intersection_density_km': 37.38622791042576, 'edge_density_km': 13503.646354573024, 'street_density_km': 6792.110910288384, 'circuity_avg': 1.0738358006371567, 'self_loop_proportion': 0.00202020202020202, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0738358006371567\n", - "2700\n", - "4998383.301702815\n", - "{'n': 150, 'm': 410, 'k_avg': 5.466666666666667, 'intersection_count': 126, 'streets_per_node_avg': 2.88, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 96, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16, 2: 0.0, 3: 0.64, 4: 0.2}, 'edge_length_total': 58921.77999999997, 'edge_length_avg': 143.7116585365853, 'street_length_total': 29460.890000000003, 'street_length_avg': 143.7116585365854, 'street_segments_count': 205, 'node_density_km': 30.00970332725364, 'intersection_density_km': 25.208150794893058, 'edge_density_km': 11788.167582091373, 'street_density_km': 5894.08379104569, 'circuity_avg': 1.0438348352917435, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0438348352917435\n", - "2701\n", - "6999300.6484967675\n", - "{'n': 403, 'm': 1241, 'k_avg': 6.158808933002481, 'intersection_count': 376, 'streets_per_node_avg': 3.1786600496277915, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 258, 4: 110, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06699751861042183, 2: 0.0, 3: 0.6401985111662531, 4: 0.2729528535980149, 5: 0.019851116625310174}, 'edge_length_total': 119827.91299999999, 'edge_length_avg': 96.55754472199838, 'street_length_total': 60312.86599999999, 'street_length_avg': 96.19276874003188, 'street_segments_count': 627, 'node_density_km': 57.577180955436155, 'intersection_density_km': 53.719652702838694, 'edge_density_km': 17119.983698047792, 'street_density_km': 8616.984614449062, 'circuity_avg': 1.0277387346446767, 'self_loop_proportion': 0.0016116035455278, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0277387346446767\n", - "2702\n", - "6990492.894581985\n", - "{'n': 260, 'm': 697, 'k_avg': 5.361538461538461, 'intersection_count': 219, 'streets_per_node_avg': 2.95, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 150, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1576923076923077, 2: 0.0, 3: 0.5769230769230769, 4: 0.2653846153846154}, 'edge_length_total': 116388.05099999992, 'edge_length_avg': 166.9842912482065, 'street_length_total': 59829.49900000002, 'street_length_avg': 164.36675549450555, 'street_segments_count': 364, 'node_density_km': 37.1933716149707, 'intersection_density_km': 31.3282630141484, 'edge_density_km': 16649.47704763523, 'street_density_km': 8558.695345555841, 'circuity_avg': 1.0274427682981795, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0274427682981795\n", - "2703\n", - "3999509.6656391313\n", - "{'n': 84, 'm': 217, 'k_avg': 5.166666666666667, 'intersection_count': 71, 'streets_per_node_avg': 2.9404761904761907, 'streets_per_node_counts': {0: 0, 1: 13, 2: 1, 3: 48, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15476190476190477, 2: 0.011904761904761904, 3: 0.5714285714285714, 4: 0.2619047619047619}, 'edge_length_total': 46181.175, 'edge_length_avg': 212.81647465437788, 'street_length_total': 23207.26900000001, 'street_length_avg': 212.9107247706423, 'street_segments_count': 109, 'node_density_km': 21.002574570994717, 'intersection_density_km': 17.75217612548363, 'edge_density_km': 11546.709187067345, 'street_density_km': 5802.52854478136, 'circuity_avg': 1.0440341713295305, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0440341713295305\n", - "2704\n", - "18972972.44927622\n", - "{'n': 671, 'm': 1883, 'k_avg': 5.612518628912071, 'intersection_count': 566, 'streets_per_node_avg': 2.903129657228018, 'streets_per_node_counts': {0: 0, 1: 105, 2: 1, 3: 420, 4: 144, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15648286140089418, 2: 0.0014903129657228018, 3: 0.6259314456035767, 4: 0.21460506706408347, 5: 0.0014903129657228018}, 'edge_length_total': 308061.5699999997, 'edge_length_avg': 163.60147105682407, 'street_length_total': 155037.95500000013, 'street_length_avg': 163.19784736842118, 'street_segments_count': 950, 'node_density_km': 35.36609784228076, 'intersection_density_km': 29.831909655336677, 'edge_density_km': 16236.863824242344, 'street_density_km': 8171.516372275895, 'circuity_avg': 1.027753529511797, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027753529511797\n", - "2705\n", - "5991521.229051461\n", - "{'n': 1059, 'm': 2334, 'k_avg': 4.407932011331445, 'intersection_count': 652, 'streets_per_node_avg': 2.28328611898017, 'streets_per_node_counts': {0: 0, 1: 407, 2: 0, 3: 597, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3843248347497639, 2: 0.0, 3: 0.5637393767705382, 4: 0.05193578847969783}, 'edge_length_total': 140243.221, 'edge_length_avg': 60.08706983718937, 'street_length_total': 70541.867, 'street_length_avg': 59.27887983193277, 'street_segments_count': 1190, 'node_density_km': 176.7497701360317, 'intersection_density_km': 108.82044393644257, 'edge_density_km': 23406.947190638995, 'street_density_km': 11773.615464793693, 'circuity_avg': 1.0485982898069162, 'self_loop_proportion': 0.001713796058269066, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0485982898069162\n", - "2706\n", - "46947963.963062204\n", - "{'n': 4311, 'm': 11321, 'k_avg': 5.252145673857574, 'intersection_count': 3650, 'streets_per_node_avg': 2.8789144050104385, 'streets_per_node_counts': {0: 0, 1: 661, 2: 3, 3: 2879, 4: 737, 5: 28, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15332869403850616, 2: 0.0006958942240779402, 3: 0.6678264903734632, 4: 0.17095801438181396, 5: 0.006495012758060774, 6: 0.00046392948271862676, 7: 0.00023196474135931338}, 'edge_length_total': 945635.4779999948, 'edge_length_avg': 83.52932408797763, 'street_length_total': 514334.8390000006, 'street_length_avg': 84.22054019977085, 'street_segments_count': 6107, 'node_density_km': 91.82506835422757, 'intersection_density_km': 77.7456505434773, 'edge_density_km': 20142.204223041565, 'street_density_km': 10955.423741158824, 'circuity_avg': 1.0786423739942446, 'self_loop_proportion': 0.0042399081353237346, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0786423739942446\n", - "2707\n", - "27988572.921222404\n", - "{'n': 1505, 'm': 4014, 'k_avg': 5.33421926910299, 'intersection_count': 1206, 'streets_per_node_avg': 2.7588039867109635, 'streets_per_node_counts': {0: 0, 1: 299, 2: 2, 3: 967, 4: 237}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19867109634551494, 2: 0.00132890365448505, 3: 0.6425249169435215, 4: 0.1574750830564784}, 'edge_length_total': 542814.532, 'edge_length_avg': 135.23032685600398, 'street_length_total': 273014.74500000034, 'street_length_avg': 134.68907005426755, 'street_segments_count': 2027, 'node_density_km': 53.771944866071756, 'intersection_density_km': 43.0890136268987, 'edge_density_km': 19394.148230702023, 'street_density_km': 9754.507518780503, 'circuity_avg': 1.0410608337180998, 'self_loop_proportion': 0.0014947683109118087, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0410608337180998\n", - "2708\n", - "60920920.30176552\n", - "{'n': 1544, 'm': 3963, 'k_avg': 5.133419689119171, 'intersection_count': 1198, 'streets_per_node_avg': 2.6392487046632125, 'streets_per_node_counts': {0: 0, 1: 346, 2: 0, 3: 1065, 4: 131, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22409326424870465, 2: 0.0, 3: 0.6897668393782384, 4: 0.08484455958549222, 5: 0.0012953367875647669}, 'edge_length_total': 688049.1460000009, 'edge_length_avg': 173.61825536209963, 'street_length_total': 349200.18299999996, 'street_length_avg': 174.07785792622133, 'street_segments_count': 2006, 'node_density_km': 25.344331509635026, 'intersection_density_km': 19.664837531439613, 'edge_density_km': 11294.135784420527, 'street_density_km': 5732.024094026694, 'circuity_avg': 1.06202105953417, 'self_loop_proportion': 0.001514004542013626, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06202105953417\n", - "2709\n", - "59946915.47683651\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 6274, 'm': 15386, 'k_avg': 4.904686005737966, 'intersection_count': 4689, 'streets_per_node_avg': 2.6401020082881734, 'streets_per_node_counts': {0: 0, 1: 1585, 2: 13, 3: 3762, 4: 904, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2526299011794708, 2: 0.002072043353522474, 3: 0.5996174689193497, 4: 0.14408670704494742, 5: 0.0014344915524386356, 6: 0.0001593879502709595}, 'edge_length_total': 1295872.9799999965, 'edge_length_avg': 84.22416352528249, 'street_length_total': 686635.5440000012, 'street_length_avg': 83.40040617029044, 'street_segments_count': 8233, 'node_density_km': 104.65926311795431, 'intersection_density_km': 78.21920381894928, 'edge_density_km': 21617.008476453168, 'street_density_km': 11454.05962155496, 'circuity_avg': 1.0633067389764994, 'self_loop_proportion': 0.0023397894189522944, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0633067389764994\n", - "2710\n", - "10997031.967210898\n", - "{'n': 530, 'm': 1526, 'k_avg': 5.758490566037736, 'intersection_count': 467, 'streets_per_node_avg': 3.009433962264151, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 337, 4: 129, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11886792452830189, 2: 0.0, 3: 0.6358490566037736, 4: 0.24339622641509434, 5: 0.0018867924528301887}, 'edge_length_total': 225406.16600000026, 'edge_length_avg': 147.71046264744447, 'street_length_total': 112703.0830000001, 'street_length_avg': 147.71046264744444, 'street_segments_count': 763, 'node_density_km': 48.19482216476818, 'intersection_density_km': 42.46600368103159, 'edge_density_km': 20497.00016077779, 'street_density_km': 10248.500080388892, 'circuity_avg': 1.030178999430269, 'self_loop_proportion': 0.002621231979030144, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030178999430269\n", - "2711\n", - "7994630.694830726\n", - "{'n': 488, 'm': 1176, 'k_avg': 4.819672131147541, 'intersection_count': 352, 'streets_per_node_avg': 2.55327868852459, 'streets_per_node_counts': {0: 0, 1: 136, 2: 0, 3: 301, 4: 48, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2786885245901639, 2: 0.0, 3: 0.6168032786885246, 4: 0.09836065573770492, 5: 0.006147540983606557}, 'edge_length_total': 113363.35399999985, 'edge_length_avg': 96.39740986394544, 'street_length_total': 58219.44500000003, 'street_length_avg': 95.44171311475415, 'street_segments_count': 610, 'node_density_km': 61.04096844842845, 'intersection_density_km': 44.02955101198118, 'edge_density_km': 14179.936300659869, 'street_density_km': 7282.318248627085, 'circuity_avg': 1.1172167201636705, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1172167201636705\n", - "2712\n", - "8997700.355134996\n", - "{'n': 170, 'm': 415, 'k_avg': 4.882352941176471, 'intersection_count': 138, 'streets_per_node_avg': 2.6941176470588237, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 127, 4: 10, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18823529411764706, 2: 0.0, 3: 0.7470588235294118, 4: 0.058823529411764705, 5: 0.0058823529411764705}, 'edge_length_total': 79162.13099999992, 'edge_length_avg': 190.75212289156607, 'street_length_total': 39938.368, 'street_length_avg': 190.18270476190477, 'street_segments_count': 210, 'node_density_km': 18.89371653757961, 'intersection_density_km': 15.337252248152861, 'edge_density_km': 8798.04037426319, 'street_density_km': 4438.730611562002, 'circuity_avg': 1.0795952425796698, 'self_loop_proportion': 0.004819277108433735, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0795952425796698\n", - "2713\n", - "8987286.376468623\n", - "{'n': 166, 'm': 422, 'k_avg': 5.0843373493975905, 'intersection_count': 131, 'streets_per_node_avg': 2.644578313253012, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 120, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21084337349397592, 2: 0.0, 3: 0.7228915662650602, 4: 0.06626506024096386}, 'edge_length_total': 84215.63200000006, 'edge_length_avg': 199.56310900473946, 'street_length_total': 42107.81599999998, 'street_length_avg': 199.56310900473923, 'street_segments_count': 211, 'node_density_km': 18.470536382888294, 'intersection_density_km': 14.576146181676908, 'edge_density_km': 9370.529487132126, 'street_density_km': 4685.2647435660565, 'circuity_avg': 1.0694583260407908, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0694583260407908\n", - "2714\n", - "17975130.35220464\n", - "{'n': 590, 'm': 1230, 'k_avg': 4.169491525423729, 'intersection_count': 327, 'streets_per_node_avg': 2.1372881355932205, 'streets_per_node_counts': {0: 0, 1: 263, 2: 0, 3: 310, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4457627118644068, 2: 0.0, 3: 0.5254237288135594, 4: 0.0288135593220339}, 'edge_length_total': 125332.12599999997, 'edge_length_avg': 101.89603739837396, 'street_length_total': 62666.06300000006, 'street_length_avg': 101.89603739837408, 'street_segments_count': 615, 'node_density_km': 32.82312775704777, 'intersection_density_km': 18.191801316194272, 'edge_density_km': 6972.529464000691, 'street_density_km': 3486.2647320003493, 'circuity_avg': 1.0324297064762653, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0324297064762653\n", - "2715\n", - "21969362.929961063\n", - "{'n': 1718, 'm': 4090, 'k_avg': 4.761350407450524, 'intersection_count': 1239, 'streets_per_node_avg': 2.5355064027939465, 'streets_per_node_counts': {0: 0, 1: 479, 2: 3, 3: 1078, 4: 153, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2788125727590221, 2: 0.0017462165308498253, 3: 0.6274738067520372, 4: 0.0890570430733411, 5: 0.002910360884749709}, 'edge_length_total': 346558.4239999992, 'edge_length_avg': 84.73311100244479, 'street_length_total': 179725.30999999985, 'street_length_avg': 83.32188687992576, 'street_segments_count': 2157, 'node_density_km': 78.19980968392355, 'intersection_density_km': 56.39671955668293, 'edge_density_km': 15774.623283562525, 'street_density_km': 8180.7247016205765, 'circuity_avg': 1.0636935877447675, 'self_loop_proportion': 0.0024449877750611247, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0636935877447675\n", - "2716\n", - "1997422.416558935\n", - "{'n': 78, 'm': 160, 'k_avg': 4.102564102564102, 'intersection_count': 50, 'streets_per_node_avg': 2.371794871794872, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 43, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.358974358974359, 2: 0.0, 3: 0.5512820512820513, 4: 0.08974358974358974}, 'edge_length_total': 20151.861999999983, 'edge_length_avg': 125.94913749999989, 'street_length_total': 10154.906, 'street_length_avg': 119.46948235294118, 'street_segments_count': 85, 'node_density_km': 39.0503277390742, 'intersection_density_km': 25.032261371201407, 'edge_density_km': 10088.933534007623, 'street_density_km': 5084.005223839628, 'circuity_avg': 1.15592299045942, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.15592299045942\n", - "2717\n", - "5991445.42839783\n", - "{'n': 462, 'm': 1343, 'k_avg': 5.813852813852814, 'intersection_count': 420, 'streets_per_node_avg': 3.0324675324675323, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 329, 4: 84, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09090909090909091, 2: 0.0, 3: 0.7121212121212122, 4: 0.18181818181818182, 5: 0.012987012987012988, 6: 0.0021645021645021645}, 'edge_length_total': 103239.48199999992, 'edge_length_avg': 76.87228741623225, 'street_length_total': 52182.344999999965, 'street_length_avg': 75.84643168604646, 'street_segments_count': 688, 'node_density_km': 77.10994041775713, 'intersection_density_km': 70.09994583432466, 'edge_density_km': 17231.14784800888, 'street_density_km': 8709.475138114381, 'circuity_avg': 1.0366774612217233, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0366774612217233\n", - "2718\n", - "29973030.80344232\n", - "{'n': 870, 'm': 2095, 'k_avg': 4.816091954022989, 'intersection_count': 690, 'streets_per_node_avg': 2.7045977011494253, 'streets_per_node_counts': {0: 0, 1: 180, 2: 1, 3: 586, 4: 102, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20689655172413793, 2: 0.0011494252873563218, 3: 0.6735632183908046, 4: 0.11724137931034483, 5: 0.0011494252873563218}, 'edge_length_total': 291968.1370000001, 'edge_length_avg': 139.36426587112177, 'street_length_total': 157748.4559999999, 'street_length_avg': 138.37583859649112, 'street_segments_count': 1140, 'node_density_km': 29.026093680859358, 'intersection_density_km': 23.020694988267767, 'edge_density_km': 9741.028156767796, 'street_density_km': 5263.013174559675, 'circuity_avg': 1.0572089355938792, 'self_loop_proportion': 0.0042959427207637235, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0572089355938792\n", - "2719\n", - "56918947.95499262\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3741, 'm': 8291, 'k_avg': 4.432504677893611, 'intersection_count': 2327, 'streets_per_node_avg': 2.285485164394547, 'streets_per_node_counts': {0: 0, 1: 1414, 2: 2, 3: 2168, 4: 157}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37797380379577655, 2: 0.0005346164127238706, 3: 0.5795241913926757, 4: 0.04196738839882384}, 'edge_length_total': 804696.0040000028, 'edge_length_avg': 97.05656784465116, 'street_length_total': 405599.5839999987, 'street_length_avg': 96.04536680085216, 'street_segments_count': 4223, 'node_density_km': 65.7250376967282, 'intersection_density_km': 40.88269519387503, 'edge_density_km': 14137.576903851033, 'street_density_km': 7125.914982137713, 'circuity_avg': 1.0472326679808073, 'self_loop_proportion': 0.001688577976118683, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0472326679808073\n", - "2720\n", - "26965252.04554517\n", - "{'n': 1831, 'm': 4011, 'k_avg': 4.381212452211906, 'intersection_count': 1131, 'streets_per_node_avg': 2.2829055161114145, 'streets_per_node_counts': {0: 0, 1: 700, 2: 0, 3: 1045, 4: 85, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3823047515019115, 2: 0.0, 3: 0.5707263790278536, 4: 0.04642271982523211, 5: 0.0005461496450027307}, 'edge_length_total': 345981.8110000001, 'edge_length_avg': 86.25824258289705, 'street_length_total': 175409.83199999965, 'street_length_avg': 85.44073648319515, 'street_segments_count': 2053, 'node_density_km': 67.9022023197626, 'intersection_density_km': 41.942867735473236, 'edge_density_km': 12830.653702610523, 'street_density_km': 6505.032168945681, 'circuity_avg': 1.065597318676471, 'self_loop_proportion': 0.0019945150835203192, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065597318676471\n", - "2721\n", - "13981011.688499678\n", - "{'n': 481, 'm': 1027, 'k_avg': 4.27027027027027, 'intersection_count': 293, 'streets_per_node_avg': 2.2432432432432434, 'streets_per_node_counts': {0: 0, 1: 188, 2: 0, 3: 281, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3908523908523909, 2: 0.0, 3: 0.5841995841995842, 4: 0.02494802494802495}, 'edge_length_total': 120994.7190000001, 'edge_length_avg': 117.81374780915297, 'street_length_total': 60588.62999999997, 'street_length_avg': 116.96646718146712, 'street_segments_count': 518, 'node_density_km': 34.403805011883, 'intersection_density_km': 20.956995568569063, 'edge_density_km': 8654.217712980413, 'street_density_km': 4333.6370321353925, 'circuity_avg': 1.0753540491634375, 'self_loop_proportion': 0.0019474196689386564, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0753540491634375\n", - "2722\n", - "13995844.942022137\n", - "{'n': 785, 'm': 2179, 'k_avg': 5.551592356687898, 'intersection_count': 699, 'streets_per_node_avg': 2.951592356687898, 'streets_per_node_counts': {0: 0, 1: 86, 2: 2, 3: 567, 4: 124, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10955414012738854, 2: 0.0025477707006369425, 3: 0.7222929936305732, 4: 0.15796178343949044, 5: 0.007643312101910828}, 'edge_length_total': 193743.0150000002, 'edge_length_avg': 88.91372877466736, 'street_length_total': 100213.50299999981, 'street_length_avg': 87.52271004366796, 'street_segments_count': 1145, 'node_density_km': 56.088074943089666, 'intersection_density_km': 49.94339412129895, 'edge_density_km': 13842.895216586185, 'street_density_km': 7160.232441494943, 'circuity_avg': 1.0545609793692252, 'self_loop_proportion': 0.0018357044515832951, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0545609793692252\n", - "2723\n", - "9995044.022692325\n", - "{'n': 1025, 'm': 2654, 'k_avg': 5.178536585365854, 'intersection_count': 825, 'streets_per_node_avg': 2.733658536585366, 'streets_per_node_counts': {0: 0, 1: 200, 2: 2, 3: 694, 4: 129}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1951219512195122, 2: 0.001951219512195122, 3: 0.6770731707317074, 4: 0.12585365853658537}, 'edge_length_total': 211334.87700000024, 'edge_length_avg': 79.6288157498117, 'street_length_total': 108148.52399999996, 'street_length_avg': 78.94052846715326, 'street_segments_count': 1370, 'node_density_km': 102.55082395564075, 'intersection_density_km': 82.54090708624744, 'edge_density_km': 21143.966601867334, 'street_density_km': 10820.214873937937, 'circuity_avg': 1.0604931454307198, 'self_loop_proportion': 0.0015071590052750565, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0604931454307198\n", - "2724\n", - "12986714.936187787\n", - "{'n': 375, 'm': 897, 'k_avg': 4.784, 'intersection_count': 293, 'streets_per_node_avg': 2.6213333333333333, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 271, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21866666666666668, 2: 0.0, 3: 0.7226666666666667, 4: 0.058666666666666666}, 'edge_length_total': 141262.52500000008, 'edge_length_avg': 157.4833054626534, 'street_length_total': 71455.41799999992, 'street_length_avg': 152.03280425531898, 'street_segments_count': 470, 'node_density_km': 28.875662693962248, 'intersection_density_km': 22.5615177848825, 'edge_density_km': 10877.464061859764, 'street_density_km': 5502.193460864202, 'circuity_avg': 1.0804877979696859, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0804877979696859\n", - "2725\n", - "27982125.68730938\n", - "{'n': 793, 'm': 2160, 'k_avg': 5.447667087011349, 'intersection_count': 657, 'streets_per_node_avg': 2.9672131147540983, 'streets_per_node_counts': {0: 0, 1: 136, 2: 4, 3: 404, 4: 248, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17150063051702397, 2: 0.005044136191677175, 3: 0.5094577553593947, 4: 0.31273644388398486, 5: 0.0012610340479192938}, 'edge_length_total': 410757.18199999945, 'edge_length_avg': 190.16536203703677, 'street_length_total': 216436.64100000015, 'street_length_avg': 190.02338981562787, 'street_segments_count': 1139, 'node_density_km': 28.339519622687067, 'intersection_density_km': 23.479274138846662, 'edge_density_km': 14679.270138018444, 'street_density_km': 7734.8176982193945, 'circuity_avg': 1.0397464802524063, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397464802524063\n", - "2726\n", - "25991521.09514688\n", - "{'n': 970, 'm': 2712, 'k_avg': 5.591752577319587, 'intersection_count': 809, 'streets_per_node_avg': 2.9144329896907215, 'streets_per_node_counts': {0: 0, 1: 161, 2: 2, 3: 570, 4: 233, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16597938144329896, 2: 0.002061855670103093, 3: 0.5876288659793815, 4: 0.24020618556701032, 5: 0.004123711340206186}, 'edge_length_total': 351942.3860000004, 'edge_length_avg': 129.77226622418894, 'street_length_total': 179483.3539999998, 'street_length_avg': 128.66190250896042, 'street_segments_count': 1395, 'node_density_km': 37.319862752515775, 'intersection_density_km': 31.125535017304394, 'edge_density_km': 13540.661383827777, 'street_density_km': 6905.457873856902, 'circuity_avg': 1.044700627265155, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044700627265155\n", - "2727\n", - "10000453.731769694\n", - "{'n': 298, 'm': 842, 'k_avg': 5.651006711409396, 'intersection_count': 255, 'streets_per_node_avg': 2.9161073825503356, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 194, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14429530201342283, 2: 0.0, 3: 0.6510067114093959, 4: 0.20469798657718122}, 'edge_length_total': 143397.94799999995, 'edge_length_avg': 170.30635154394292, 'street_length_total': 71698.97400000003, 'street_length_avg': 170.30635154394307, 'street_segments_count': 421, 'node_density_km': 29.79864794067354, 'intersection_density_km': 25.49884303648239, 'edge_density_km': 14339.144187473186, 'street_density_km': 7169.5720937365995, 'circuity_avg': 1.033798095164525, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.033798095164525\n", - "2728\n", - "8987367.544599859\n", - "{'n': 459, 'm': 992, 'k_avg': 4.32244008714597, 'intersection_count': 278, 'streets_per_node_avg': 2.2483660130718954, 'streets_per_node_counts': {0: 0, 1: 181, 2: 0, 3: 262, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.39433551198257083, 2: 0.0, 3: 0.5708061002178649, 4: 0.032679738562091505, 5: 0.002178649237472767}, 'edge_length_total': 95574.208, 'edge_length_avg': 96.34496774193548, 'street_length_total': 47810.595999999976, 'street_length_avg': 96.00521285140557, 'street_segments_count': 498, 'node_density_km': 51.0716845307828, 'intersection_density_km': 30.93230566352422, 'edge_density_km': 10634.282789227489, 'street_density_km': 5319.755285709596, 'circuity_avg': 1.0648443393074343, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0648443393074343\n", - "2729\n", - "12000239.432496414\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 222, 'm': 558, 'k_avg': 5.027027027027027, 'intersection_count': 181, 'streets_per_node_avg': 2.779279279279279, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 149, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18468468468468469, 2: 0.0, 3: 0.6711711711711712, 4: 0.13963963963963963, 5: 0.0045045045045045045}, 'edge_length_total': 111571.78700000013, 'edge_length_avg': 199.9494390681006, 'street_length_total': 57752.14499999997, 'street_length_avg': 199.14532758620678, 'street_segments_count': 290, 'node_density_km': 18.49963088226626, 'intersection_density_km': 15.08303238599186, 'edge_density_km': 9297.463407093854, 'street_density_km': 4812.582725941975, 'circuity_avg': 1.0460194020837212, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0460194020837212\n", - "2730\n", - "4992895.202546667\n", - "{'n': 240, 'm': 501, 'k_avg': 4.175, 'intersection_count': 141, 'streets_per_node_avg': 2.216666666666667, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 131, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4125, 2: 0.0, 3: 0.5458333333333333, 4: 0.041666666666666664}, 'edge_length_total': 47755.10199999998, 'edge_length_avg': 95.31956487025944, 'street_length_total': 23957.639999999996, 'street_length_avg': 93.22038910505835, 'street_segments_count': 257, 'node_density_km': 48.06830311150653, 'intersection_density_km': 28.240128078010088, 'edge_density_km': 9564.611325237127, 'street_density_km': 4798.346255651471, 'circuity_avg': 1.0494414188365198, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0494414188365198\n", - "2731\n", - "11982366.356016256\n", - "{'n': 549, 'm': 1262, 'k_avg': 4.597449908925319, 'intersection_count': 371, 'streets_per_node_avg': 2.420765027322404, 'streets_per_node_counts': {0: 0, 1: 178, 2: 3, 3: 328, 4: 39, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3242258652094718, 2: 0.00546448087431694, 3: 0.5974499089253188, 4: 0.07103825136612021, 5: 0.0018214936247723133}, 'edge_length_total': 123963.49500000013, 'edge_length_avg': 98.22780903328061, 'street_length_total': 62964.43899999993, 'street_length_avg': 97.16734413580237, 'street_segments_count': 648, 'node_density_km': 45.817327203015395, 'intersection_density_km': 30.96216464903226, 'edge_density_km': 10345.493645982457, 'street_density_km': 5254.758294749181, 'circuity_avg': 1.0518170669326792, 'self_loop_proportion': 0.001584786053882726, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0518170669326792\n", - "2732\n", - "4999718.66390338\n", - "{'n': 289, 'm': 826, 'k_avg': 5.716262975778546, 'intersection_count': 256, 'streets_per_node_avg': 2.9757785467128026, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 200, 4: 53, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11418685121107267, 2: 0.0, 3: 0.6920415224913494, 4: 0.18339100346020762, 5: 0.010380622837370242}, 'edge_length_total': 93619.39700000016, 'edge_length_avg': 113.34067433414063, 'street_length_total': 47251.08799999999, 'street_length_avg': 113.31196163069542, 'street_segments_count': 417, 'node_density_km': 57.80325242828202, 'intersection_density_km': 51.20288104373771, 'edge_density_km': 18724.932999911965, 'street_density_km': 9450.749367387429, 'circuity_avg': 1.0802416327824789, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0802416327824789\n", - "2733\n", - "11984311.14266169\n", - "{'n': 27, 'm': 62, 'k_avg': 4.592592592592593, 'intersection_count': 20, 'streets_per_node_avg': 2.4814814814814814, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25925925925925924, 2: 0.0, 3: 0.7407407407407407}, 'edge_length_total': 37631.872, 'edge_length_avg': 606.9656774193548, 'street_length_total': 18815.936, 'street_length_avg': 606.9656774193548, 'street_segments_count': 31, 'node_density_km': 2.2529455117270394, 'intersection_density_km': 1.6688485272052143, 'edge_density_km': 3140.0947081587574, 'street_density_km': 1570.0473540793787, 'circuity_avg': 1.0358599709227554, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0358599709227554\n", - "2734\n", - "11999396.506497595\n", - "{'n': 256, 'm': 760, 'k_avg': 5.9375, 'intersection_count': 222, 'streets_per_node_avg': 3.10546875, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 127, 4: 95}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1328125, 2: 0.0, 3: 0.49609375, 4: 0.37109375}, 'edge_length_total': 153505.24999999988, 'edge_length_avg': 201.980592105263, 'street_length_total': 76752.62499999996, 'street_length_avg': 201.98059210526304, 'street_segments_count': 380, 'node_density_km': 21.334406264629866, 'intersection_density_km': 18.500930432608712, 'edge_density_km': 12792.747528334261, 'street_density_km': 6396.373764167132, 'circuity_avg': 1.0111173872134536, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0111173872134536\n", - "2735\n", - "14995231.8492669\n", - "{'n': 321, 'm': 885, 'k_avg': 5.514018691588785, 'intersection_count': 294, 'streets_per_node_avg': 2.9906542056074765, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 247, 4: 44, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08411214953271028, 2: 0.0, 3: 0.7694704049844237, 4: 0.13707165109034267, 5: 0.006230529595015576, 6: 0.003115264797507788}, 'edge_length_total': 169895.37400000016, 'edge_length_avg': 191.97217401129961, 'street_length_total': 85462.50799999991, 'street_length_avg': 189.91668444444426, 'street_segments_count': 450, 'node_density_km': 21.40680472477612, 'intersection_density_km': 19.606232364748223, 'edge_density_km': 11329.959797074172, 'street_density_km': 5699.312211980109, 'circuity_avg': 1.0373341605031392, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0373341605031392\n", - "2736\n", - "4993762.792301039\n", - "{'n': 497, 'm': 1353, 'k_avg': 5.44466800804829, 'intersection_count': 426, 'streets_per_node_avg': 2.8490945674044266, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 362, 4: 61, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7283702213279678, 4: 0.1227364185110664, 5: 0.006036217303822937}, 'edge_length_total': 113841.37700000005, 'edge_length_avg': 84.13996821877313, 'street_length_total': 58200.744000000035, 'street_length_avg': 84.22683646888572, 'street_segments_count': 691, 'node_density_km': 99.5241505596206, 'intersection_density_km': 85.30641476538908, 'edge_density_km': 22796.712966725423, 'street_density_km': 11654.687341122613, 'circuity_avg': 1.0825615411580822, 'self_loop_proportion': 0.0029563932002956393, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0825615411580822\n", - "2737\n", - "8992093.0131185\n", - "{'n': 281, 'm': 698, 'k_avg': 4.967971530249111, 'intersection_count': 216, 'streets_per_node_avg': 2.5943060498220643, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 200, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2313167259786477, 2: 0.0, 3: 0.7117437722419929, 4: 0.05693950177935943}, 'edge_length_total': 91437.78600000014, 'edge_length_avg': 130.99969340974232, 'street_length_total': 45848.08100000004, 'street_length_avg': 129.51435310734476, 'street_segments_count': 354, 'node_density_km': 31.249676753793704, 'intersection_density_km': 24.02110383921509, 'edge_density_km': 10168.687742286718, 'street_density_km': 5098.710715415488, 'circuity_avg': 1.1181991259639565, 'self_loop_proportion': 0.0028653295128939827, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1181991259639565\n", - "2738\n", - "12991164.257285137\n", - "{'n': 1475, 'm': 3774, 'k_avg': 5.1172881355932205, 'intersection_count': 1164, 'streets_per_node_avg': 2.7376271186440677, 'streets_per_node_counts': {0: 0, 1: 311, 2: 4, 3: 925, 4: 232, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21084745762711865, 2: 0.002711864406779661, 3: 0.6271186440677966, 4: 0.15728813559322033, 5: 0.0013559322033898306, 6: 0.0006779661016949153}, 'edge_length_total': 230653.93400000042, 'edge_length_avg': 61.116569687334504, 'street_length_total': 121928.71400000004, 'street_length_avg': 60.84267165668665, 'street_segments_count': 2004, 'node_density_km': 113.53870760065674, 'intersection_density_km': 89.59935976078944, 'edge_density_km': 17754.67767414727, 'street_density_km': 9385.510919979732, 'circuity_avg': 1.11348706011383, 'self_loop_proportion': 0.0037095919448860626, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.11348706011383\n", - "2739\n", - "11988464.46176342\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1143, 'm': 3147, 'k_avg': 5.5065616797900265, 'intersection_count': 1015, 'streets_per_node_avg': 3.0017497812773404, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 769, 4: 234, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11198600174978128, 2: 0.0, 3: 0.6727909011373578, 4: 0.2047244094488189, 5: 0.010498687664041995}, 'edge_length_total': 275136.3180000008, 'edge_length_avg': 87.42812774070568, 'street_length_total': 146343.9249999998, 'street_length_avg': 86.44059362079139, 'street_segments_count': 1693, 'node_density_km': 95.34165143880927, 'intersection_density_km': 84.66472109395573, 'edge_density_km': 22950.088301761556, 'street_density_km': 12207.061668886463, 'circuity_avg': 1.0622918648566302, 'self_loop_proportion': 0.002542103590721322, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0622918648566302\n", - "2740\n", - "7988500.973882563\n", - "{'n': 215, 'm': 472, 'k_avg': 4.390697674418605, 'intersection_count': 141, 'streets_per_node_avg': 2.386046511627907, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 125, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34418604651162793, 2: 0.0, 3: 0.5813953488372093, 4: 0.07441860465116279}, 'edge_length_total': 65739.36400000003, 'edge_length_avg': 139.2783135593221, 'street_length_total': 33135.45099999999, 'street_length_avg': 138.0643791666666, 'street_segments_count': 240, 'node_density_km': 26.913685146051364, 'intersection_density_km': 17.650370258573222, 'edge_density_km': 8229.249043710068, 'street_density_km': 4147.893466913546, 'circuity_avg': 1.0764933093519073, 'self_loop_proportion': 0.00423728813559322, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0764933093519073\n", - "2741\n", - "18000431.095354527\n", - "{'n': 721, 'm': 1863, 'k_avg': 5.167822468793343, 'intersection_count': 587, 'streets_per_node_avg': 2.7434119278779474, 'streets_per_node_counts': {0: 0, 1: 134, 2: 2, 3: 502, 4: 81, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18585298196948682, 2: 0.0027739251040221915, 3: 0.6962552011095701, 4: 0.11234396671289876, 5: 0.0027739251040221915}, 'edge_length_total': 249772.6060000003, 'edge_length_avg': 134.07010520665608, 'street_length_total': 127387.52999999988, 'street_length_avg': 131.87114906832286, 'street_segments_count': 966, 'node_density_km': 40.05459625831253, 'intersection_density_km': 32.610330102121296, 'edge_density_km': 13875.923564100667, 'street_density_km': 7076.915509699958, 'circuity_avg': 1.0563884715669378, 'self_loop_proportion': 0.0010735373054213634, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0563884715669378\n", - "2742\n", - "259644425.3090898\n", - "error with entry 2742\n", - "2743\n", - "18986615.28135412\n", - "{'n': 1374, 'm': 3609, 'k_avg': 5.253275109170306, 'intersection_count': 1143, 'streets_per_node_avg': 2.8136826783114994, 'streets_per_node_counts': {0: 0, 1: 231, 2: 0, 3: 944, 4: 193, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16812227074235808, 2: 0.0, 3: 0.6870451237263464, 4: 0.14046579330422126, 5: 0.00363901018922853, 6: 0.000727802037845706}, 'edge_length_total': 336104.05799999944, 'edge_length_avg': 93.12941479634232, 'street_length_total': 176231.9230000001, 'street_length_avg': 92.41317409543791, 'street_segments_count': 1907, 'node_density_km': 72.36676888636082, 'intersection_density_km': 60.200303374898404, 'edge_density_km': 17702.157705279453, 'street_density_km': 9281.903087438093, 'circuity_avg': 1.081835300068762, 'self_loop_proportion': 0.00942089221390967, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.081835300068762\n", - "2744\n", - "44975005.23193273\n", - "{'n': 4679, 'm': 11774, 'k_avg': 5.032699294721095, 'intersection_count': 3766, 'streets_per_node_avg': 2.723658901474674, 'streets_per_node_counts': {0: 0, 1: 913, 2: 10, 3: 3224, 4: 521, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19512716392391535, 2: 0.0021372088053002777, 3: 0.6890361188288096, 4: 0.11134857875614447, 5: 0.0023509296858303056}, 'edge_length_total': 975013.3139999951, 'edge_length_avg': 82.81071122812936, 'street_length_total': 519843.9230000005, 'street_length_avg': 82.22776384055686, 'street_segments_count': 6322, 'node_density_km': 104.03556321718581, 'intersection_density_km': 83.73539881938913, 'edge_density_km': 21679.003903877823, 'street_density_km': 11558.507226829755, 'circuity_avg': 1.0765709130039323, 'self_loop_proportion': 0.0038219806352981145, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0765709130039323\n", - "2745\n", - "21971866.882706515\n", - "{'n': 59, 'm': 142, 'k_avg': 4.813559322033898, 'intersection_count': 44, 'streets_per_node_avg': 2.5254237288135593, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 42, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2542372881355932, 2: 0.0, 3: 0.711864406779661, 4: 0.03389830508474576}, 'edge_length_total': 55155.746, 'edge_length_avg': 388.42074647887324, 'street_length_total': 27577.873, 'street_length_avg': 388.42074647887324, 'street_segments_count': 71, 'node_density_km': 2.685252023187769, 'intersection_density_km': 2.002560830851895, 'edge_density_km': 2510.2894667276387, 'street_density_km': 1255.1447333638193, 'circuity_avg': 1.059255027179145, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059255027179145\n", - "2746\n", - "6990108.547613921\n", - "{'n': 351, 'm': 837, 'k_avg': 4.769230769230769, 'intersection_count': 257, 'streets_per_node_avg': 2.50997150997151, 'streets_per_node_counts': {0: 0, 1: 94, 2: 1, 3: 240, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2678062678062678, 2: 0.002849002849002849, 3: 0.6837606837606838, 4: 0.042735042735042736, 5: 0.002849002849002849}, 'edge_length_total': 101441.72199999985, 'edge_length_avg': 121.19680047789707, 'street_length_total': 51160.75399999999, 'street_length_avg': 119.5344719626168, 'street_segments_count': 428, 'node_density_km': 50.213812505073925, 'intersection_density_km': 36.766238785766376, 'edge_density_km': 14512.181221367022, 'street_density_km': 7319.021393088919, 'circuity_avg': 1.1547407777271697, 'self_loop_proportion': 0.007168458781362007, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1547407777271697\n", - "2747\n", - "12983451.27308062\n", - "{'n': 1691, 'm': 4411, 'k_avg': 5.217031342400946, 'intersection_count': 1320, 'streets_per_node_avg': 2.674748669426375, 'streets_per_node_counts': {0: 0, 1: 371, 2: 0, 3: 1132, 4: 185, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21939680662329983, 2: 0.0, 3: 0.6694263749260793, 4: 0.10940272028385571, 5: 0.0011827321111768185, 6: 0.0005913660555884093}, 'edge_length_total': 337006.81800000113, 'edge_length_avg': 76.40145499886673, 'street_length_total': 170886.4289999998, 'street_length_avg': 76.59633751680852, 'street_segments_count': 2231, 'node_density_km': 130.24271932271606, 'intersection_density_km': 101.66788261737742, 'edge_density_km': 25956.643646727265, 'street_density_km': 13161.864700359682, 'circuity_avg': 1.0643220381656517, 'self_loop_proportion': 0.001813647698934482, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0643220381656517\n", - "2748\n", - "5991533.479078973\n", - "{'n': 84, 'm': 252, 'k_avg': 6.0, 'intersection_count': 74, 'streets_per_node_avg': 3.238095238095238, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 34, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11904761904761904, 2: 0.0, 3: 0.40476190476190477, 4: 0.47619047619047616}, 'edge_length_total': 58582.44400000002, 'edge_length_avg': 232.47001587301594, 'street_length_total': 29291.22199999999, 'street_length_avg': 232.4700158730158, 'street_segments_count': 126, 'node_density_km': 14.019783131198093, 'intersection_density_km': 12.350761329864987, 'edge_density_km': 9777.537621137586, 'street_density_km': 4888.768810568789, 'circuity_avg': 1.0190066361494396, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0190066361494396\n", - "2749\n", - "5999251.441499024\n", - "{'n': 171, 'm': 452, 'k_avg': 5.286549707602339, 'intersection_count': 144, 'streets_per_node_avg': 2.847953216374269, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 116, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15789473684210525, 2: 0.0, 3: 0.6783625730994152, 4: 0.16374269005847952}, 'edge_length_total': 68508.86199999994, 'edge_length_avg': 151.5682787610618, 'street_length_total': 34254.431000000004, 'street_length_avg': 151.56827876106198, 'street_segments_count': 226, 'node_density_km': 28.503556096537352, 'intersection_density_km': 24.0029946076104, 'edge_density_km': 11419.568369163359, 'street_density_km': 5709.784184581685, 'circuity_avg': 1.0356256860079007, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0356256860079007\n", - "2750\n", - "17975441.94264404\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 380, 'm': 1028, 'k_avg': 5.410526315789474, 'intersection_count': 303, 'streets_per_node_avg': 2.768421052631579, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 237, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2026315789473684, 2: 0.0, 3: 0.6236842105263158, 4: 0.1736842105263158}, 'edge_length_total': 183182.389, 'edge_length_avg': 178.1929854085603, 'street_length_total': 91680.00699999997, 'street_length_avg': 178.0194310679611, 'street_segments_count': 515, 'node_density_km': 21.13995312118068, 'intersection_density_km': 16.85633104136249, 'edge_density_km': 10190.702937068116, 'street_density_km': 5100.292237182937, 'circuity_avg': 1.0378246804347575, 'self_loop_proportion': 0.0019455252918287938, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0378246804347575\n", - "2751\n", - "38949705.980215915\n", - "{'n': 776, 'm': 1996, 'k_avg': 5.144329896907217, 'intersection_count': 599, 'streets_per_node_avg': 2.649484536082474, 'streets_per_node_counts': {0: 0, 1: 177, 2: 0, 3: 518, 4: 80, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22809278350515463, 2: 0.0, 3: 0.6675257731958762, 4: 0.10309278350515463, 5: 0.001288659793814433}, 'edge_length_total': 338516.33799999894, 'edge_length_avg': 169.5973637274544, 'street_length_total': 169584.62800000003, 'street_length_avg': 169.24613572854295, 'street_segments_count': 1002, 'node_density_km': 19.923128569806426, 'intersection_density_km': 15.378806718188208, 'edge_density_km': 8691.114078549006, 'street_density_km': 4353.938591632468, 'circuity_avg': 1.080798012932791, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.080798012932791\n", - "2752\n", - "5993753.268578749\n", - "{'n': 676, 'm': 1401, 'k_avg': 4.144970414201183, 'intersection_count': 384, 'streets_per_node_avg': 2.1671597633136095, 'streets_per_node_counts': {0: 0, 1: 292, 2: 0, 3: 363, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4319526627218935, 2: 0.0, 3: 0.5369822485207101, 4: 0.03106508875739645}, 'edge_length_total': 98237.44399999992, 'edge_length_avg': 70.11951748750886, 'street_length_total': 49190.05599999992, 'street_length_avg': 69.97163015647214, 'street_segments_count': 703, 'node_density_km': 112.78408865173299, 'intersection_density_km': 64.06670124595483, 'edge_density_km': 16389.97129144326, 'street_density_km': 8206.887036520267, 'circuity_avg': 1.0533977929123242, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0533977929123242\n", - "2753\n", - "2995775.5014884546\n", - "{'n': 113, 'm': 277, 'k_avg': 4.902654867256637, 'intersection_count': 85, 'streets_per_node_avg': 2.663716814159292, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 68, 4: 16, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24778761061946902, 2: 0.0, 3: 0.6017699115044248, 4: 0.1415929203539823, 5: 0.008849557522123894}, 'edge_length_total': 30546.25100000001, 'edge_length_avg': 110.27527436823108, 'street_length_total': 15434.385999999999, 'street_length_avg': 109.46373049645389, 'street_segments_count': 141, 'node_density_km': 37.719782388184896, 'intersection_density_km': 28.373287637130232, 'edge_density_km': 10196.441951282086, 'street_density_km': 5152.050276241129, 'circuity_avg': 1.0825909228500086, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0825909228500086\n", - "2754\n", - "8991623.56508318\n", - "{'n': 690, 'm': 1998, 'k_avg': 5.791304347826087, 'intersection_count': 616, 'streets_per_node_avg': 2.979710144927536, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 488, 4: 122, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1072463768115942, 2: 0.0, 3: 0.7072463768115942, 4: 0.17681159420289855, 5: 0.008695652173913044}, 'edge_length_total': 162791.7200000001, 'edge_length_avg': 81.47733733733739, 'street_length_total': 82262.7929999999, 'street_length_avg': 81.20710069101669, 'street_segments_count': 1013, 'node_density_km': 76.73808795548894, 'intersection_density_km': 68.50820605881331, 'edge_density_km': 18104.81931563092, 'street_density_km': 9148.825282171265, 'circuity_avg': 1.043983127672425, 'self_loop_proportion': 0.002002002002002002, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043983127672425\n", - "2755\n", - "9988308.435971621\n", - "{'n': 372, 'm': 867, 'k_avg': 4.661290322580645, 'intersection_count': 257, 'streets_per_node_avg': 2.443548387096774, 'streets_per_node_counts': {0: 0, 1: 115, 2: 1, 3: 232, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30913978494623656, 2: 0.002688172043010753, 3: 0.6236559139784946, 4: 0.06451612903225806}, 'edge_length_total': 118013.19699999994, 'edge_length_avg': 136.11672087658587, 'street_length_total': 59469.614999999976, 'street_length_avg': 134.24292325056427, 'street_segments_count': 443, 'node_density_km': 37.24354352737941, 'intersection_density_km': 25.730082490689536, 'edge_density_km': 11815.13343891048, 'street_density_km': 5953.922566690845, 'circuity_avg': 1.1547689955024685, 'self_loop_proportion': 0.002306805074971165, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1547689955024685\n", - "2756\n", - "78885478.23937583\n", - "{'n': 5663, 'm': 12591, 'k_avg': 4.4467596680204835, 'intersection_count': 3742, 'streets_per_node_avg': 2.3757725587144622, 'streets_per_node_counts': {0: 0, 1: 1921, 2: 4, 3: 3434, 4: 297, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3392194949673318, 2: 0.0007063393960798164, 3: 0.6063923715345223, 4: 0.05244570015892636, 5: 0.0012360939431396785}, 'edge_length_total': 1037375.2659999984, 'edge_length_avg': 82.3902204749423, 'street_length_total': 544626.4459999998, 'street_length_avg': 81.93567714758534, 'street_segments_count': 6647, 'node_density_km': 71.78761067804876, 'intersection_density_km': 47.43585363892963, 'edge_density_km': 13150.395854254843, 'street_density_km': 6904.013997954677, 'circuity_avg': 1.06323854555205, 'self_loop_proportion': 0.002144388849177984, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06323854555205\n", - "2757\n", - "10984098.766614622\n", - "{'n': 428, 'm': 909, 'k_avg': 4.247663551401869, 'intersection_count': 253, 'streets_per_node_avg': 2.2242990654205608, 'streets_per_node_counts': {0: 0, 1: 175, 2: 0, 3: 235, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4088785046728972, 2: 0.0, 3: 0.5490654205607477, 4: 0.04205607476635514}, 'edge_length_total': 91458.59300000002, 'edge_length_avg': 100.61451375137516, 'street_length_total': 45819.87899999997, 'street_length_avg': 99.39236225596522, 'street_segments_count': 461, 'node_density_km': 38.96541801871586, 'intersection_density_km': 23.033296165268954, 'edge_density_km': 8326.453989833179, 'street_density_km': 4171.473688789671, 'circuity_avg': 1.0817150163124147, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0817150163124147\n", - "2758\n", - "6989899.2963648895\n", - "{'n': 632, 'm': 1764, 'k_avg': 5.582278481012659, 'intersection_count': 529, 'streets_per_node_avg': 2.884493670886076, 'streets_per_node_counts': {0: 0, 1: 103, 2: 0, 3: 407, 4: 112, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1629746835443038, 2: 0.0, 3: 0.6439873417721519, 4: 0.17721518987341772, 5: 0.014240506329113924, 6: 0.0015822784810126582}, 'edge_length_total': 138223.53200000038, 'edge_length_avg': 78.3580113378687, 'street_length_total': 69504.95299999995, 'street_length_avg': 77.31362958843154, 'street_segments_count': 899, 'node_density_km': 90.41618100688129, 'intersection_density_km': 75.68063252000032, 'edge_density_km': 19774.752988484943, 'street_density_km': 9943.627233105652, 'circuity_avg': 1.0828852116210015, 'self_loop_proportion': 0.006802721088435374, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0828852116210015\n", - "2759\n", - "5991220.741948178\n", - "{'n': 376, 'm': 827, 'k_avg': 4.398936170212766, 'intersection_count': 238, 'streets_per_node_avg': 2.3164893617021276, 'streets_per_node_counts': {0: 0, 1: 138, 2: 3, 3: 214, 4: 20, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3670212765957447, 2: 0.007978723404255319, 3: 0.5691489361702128, 4: 0.05319148936170213, 5: 0.0026595744680851063}, 'edge_length_total': 90493.81999999989, 'edge_length_avg': 109.42420798065282, 'street_length_total': 46021.58599999995, 'street_length_avg': 108.54147641509422, 'street_segments_count': 424, 'node_density_km': 62.75849550449635, 'intersection_density_km': 39.7247923672078, 'edge_density_km': 15104.404243762487, 'street_density_km': 7681.503984284013, 'circuity_avg': 1.1116440354873949, 'self_loop_proportion': 0.0048367593712212815, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1116440354873949\n", - "2760\n", - "3994322.6452099276\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 102, 'm': 208, 'k_avg': 4.078431372549019, 'intersection_count': 60, 'streets_per_node_avg': 2.2058823529411766, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 57, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4117647058823529, 2: 0.0, 3: 0.5588235294117647, 4: 0.029411764705882353}, 'edge_length_total': 23142.415999999987, 'edge_length_avg': 111.26161538461533, 'street_length_total': 11571.208000000002, 'street_length_avg': 111.26161538461541, 'street_segments_count': 104, 'node_density_km': 25.536244580121853, 'intersection_density_km': 15.021320341248149, 'edge_density_km': 5793.82740344044, 'street_density_km': 2896.9137017202224, 'circuity_avg': 1.0423982199779152, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0423982199779152\n", - "2761\n", - "4998503.858410079\n", - "{'n': 151, 'm': 434, 'k_avg': 5.748344370860927, 'intersection_count': 133, 'streets_per_node_avg': 2.9602649006622515, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 103, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11920529801324503, 2: 0.0, 3: 0.6821192052980133, 4: 0.1986754966887417}, 'edge_length_total': 55001.378, 'edge_length_avg': 126.7312857142857, 'street_length_total': 27500.688999999973, 'street_length_avg': 126.73128571428559, 'street_segments_count': 217, 'node_density_km': 30.209039400047594, 'intersection_density_km': 26.607961855671057, 'edge_density_km': 11003.568179198084, 'street_density_km': 5501.7840895990375, 'circuity_avg': 1.039131686848603, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039131686848603\n", - "2762\n", - "3994584.3029862233\n", - "{'n': 245, 'm': 665, 'k_avg': 5.428571428571429, 'intersection_count': 224, 'streets_per_node_avg': 3.012244897959184, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 179, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08571428571428572, 2: 0.0, 3: 0.7306122448979592, 4: 0.1836734693877551}, 'edge_length_total': 58744.49700000011, 'edge_length_avg': 88.33758947368437, 'street_length_total': 30591.726, 'street_length_avg': 86.17387605633803, 'street_segments_count': 355, 'node_density_km': 61.33304029078717, 'intersection_density_km': 56.07592255157684, 'edge_density_km': 14706.035107604215, 'street_density_km': 7658.300258460086, 'circuity_avg': 1.0589605754455027, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0589605754455027\n", - "2763\n", - "22992716.490132753\n", - "{'n': 1459, 'm': 4031, 'k_avg': 5.525702535983551, 'intersection_count': 1245, 'streets_per_node_avg': 2.9328307059629886, 'streets_per_node_counts': {0: 0, 1: 214, 2: 1, 3: 922, 4: 315, 5: 6, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14667580534612748, 2: 0.0006854009595613434, 3: 0.6319396847155586, 4: 0.21590130226182316, 5: 0.00411240575736806, 6: 0.0, 7: 0.0006854009595613434}, 'edge_length_total': 314833.5509999996, 'edge_length_avg': 78.10308881170916, 'street_length_total': 162117.50199999992, 'street_length_avg': 77.01544038004747, 'street_segments_count': 2105, 'node_density_km': 63.45487714016414, 'intersection_density_km': 54.14758193249099, 'edge_density_km': 13692.751403911294, 'street_density_km': 7050.819857217484, 'circuity_avg': 1.0549370589116778, 'self_loop_proportion': 0.0024807740014884646, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0549370589116778\n", - "2764\n", - "28992166.496546824\n", - "{'n': 2242, 'm': 5894, 'k_avg': 5.257805530776093, 'intersection_count': 1937, 'streets_per_node_avg': 2.9594112399643175, 'streets_per_node_counts': {0: 0, 1: 305, 2: 3, 3: 1421, 4: 504, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1360392506690455, 2: 0.0013380909901873326, 3: 0.6338090990187333, 4: 0.2247992863514719, 5: 0.004014272970561998}, 'edge_length_total': 516590.9409999987, 'edge_length_avg': 87.6469190702407, 'street_length_total': 281812.05699999956, 'street_length_avg': 86.02321642246629, 'street_segments_count': 3276, 'node_density_km': 77.33123360294714, 'intersection_density_km': 66.8111505302893, 'edge_density_km': 17818.293816073678, 'street_density_km': 9720.282788578957, 'circuity_avg': 1.0430375271306034, 'self_loop_proportion': 0.0016966406515100101, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0430375271306034\n", - "2765\n", - "7997349.362993272\n", - "{'n': 172, 'm': 506, 'k_avg': 5.883720930232558, 'intersection_count': 151, 'streets_per_node_avg': 3.058139534883721, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 99, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12209302325581395, 2: 0.0, 3: 0.5755813953488372, 4: 0.3023255813953488}, 'edge_length_total': 93092.6079999999, 'edge_length_avg': 183.9774861660077, 'street_length_total': 46546.30399999999, 'street_length_avg': 183.97748616600785, 'street_segments_count': 253, 'node_density_km': 21.507125947993266, 'intersection_density_km': 18.881255919459203, 'edge_density_km': 11640.43282025095, 'street_density_km': 5820.216410125479, 'circuity_avg': 1.0129432646152243, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0129432646152243\n", - "2766\n", - "6993899.422308965\n", - "{'n': 658, 'm': 1553, 'k_avg': 4.720364741641338, 'intersection_count': 435, 'streets_per_node_avg': 2.4164133738601823, 'streets_per_node_counts': {0: 0, 1: 223, 2: 0, 3: 374, 4: 60, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33890577507598785, 2: 0.0, 3: 0.5683890577507599, 4: 0.0911854103343465, 5: 0.001519756838905775}, 'edge_length_total': 122682.69399999992, 'edge_length_avg': 78.99722730199608, 'street_length_total': 61722.490000000034, 'street_length_avg': 78.62737579617838, 'street_segments_count': 785, 'node_density_km': 94.08199350152623, 'intersection_density_km': 62.19706257319743, 'edge_density_km': 17541.386656014776, 'street_density_km': 8825.189822307022, 'circuity_avg': 1.1103994550176948, 'self_loop_proportion': 0.000643915003219575, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1103994550176948\n", - "2767\n", - "7996446.6969055645\n", - "{'n': 358, 'm': 1034, 'k_avg': 5.776536312849162, 'intersection_count': 316, 'streets_per_node_avg': 3.011173184357542, 'streets_per_node_counts': {0: 0, 1: 42, 2: 2, 3: 225, 4: 88, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11731843575418995, 2: 0.00558659217877095, 3: 0.6284916201117319, 4: 0.24581005586592178, 5: 0.002793296089385475}, 'edge_length_total': 119816.61900000006, 'edge_length_avg': 115.87680754352037, 'street_length_total': 60567.36399999998, 'street_length_avg': 115.36640761904758, 'street_segments_count': 525, 'node_density_km': 44.76988512141743, 'intersection_density_km': 39.51755223007796, 'edge_density_km': 14983.732592923587, 'street_density_km': 7574.284716165009, 'circuity_avg': 1.0248923200798794, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0248923200798794\n", - "2768\n", - "19994355.140941877\n", - "{'n': 1292, 'm': 3521, 'k_avg': 5.45046439628483, 'intersection_count': 1097, 'streets_per_node_avg': 2.901702786377709, 'streets_per_node_counts': {0: 0, 1: 195, 2: 0, 3: 838, 4: 255, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15092879256965944, 2: 0.0, 3: 0.6486068111455109, 4: 0.19736842105263158, 5: 0.0030959752321981426}, 'edge_length_total': 362441.6700000006, 'edge_length_avg': 102.93714001704079, 'street_length_total': 184787.90399999995, 'street_length_avg': 100.86675982532748, 'street_segments_count': 1832, 'node_density_km': 64.61823804231665, 'intersection_density_km': 54.86548539661097, 'edge_density_km': 18127.199774392277, 'street_density_km': 9242.003690412348, 'circuity_avg': 1.057479076919527, 'self_loop_proportion': 0.004544163589889236, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057479076919527\n", - "2769\n", - "26992091.81038429\n", - "{'n': 240, 'm': 642, 'k_avg': 5.35, 'intersection_count': 202, 'streets_per_node_avg': 2.816666666666667, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 170, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15833333333333333, 2: 0.0, 3: 0.7083333333333334, 4: 0.13333333333333333}, 'edge_length_total': 143706.50700000013, 'edge_length_avg': 223.84191121495348, 'street_length_total': 74419.68899999998, 'street_length_avg': 224.1556897590361, 'street_segments_count': 332, 'node_density_km': 8.891493170887488, 'intersection_density_km': 7.4836734188303025, 'edge_density_km': 5324.022606677484, 'street_density_km': 2757.0923188461275, 'circuity_avg': 1.0314830665563954, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0314830665563954\n", - "2770\n", - "22998908.65212123\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1206, 'm': 3227, 'k_avg': 5.351575456053068, 'intersection_count': 954, 'streets_per_node_avg': 2.7611940298507465, 'streets_per_node_counts': {0: 0, 1: 252, 2: 0, 3: 741, 4: 210, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.208955223880597, 2: 0.0, 3: 0.6144278606965174, 4: 0.17412935323383086, 5: 0.0024875621890547263}, 'edge_length_total': 436564.0170000011, 'edge_length_avg': 135.28478989773816, 'street_length_total': 218702.76300000018, 'street_length_avg': 134.5863156923078, 'street_segments_count': 1625, 'node_density_km': 52.437270752356696, 'intersection_density_km': 41.48022910261052, 'edge_density_km': 18981.944908926624, 'street_density_km': 9509.26699645067, 'circuity_avg': 1.0449213211855877, 'self_loop_proportion': 0.0006197706848466068, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0449213211855877\n", - "2771\n", - "39944611.13355741\n", - "{'n': 2690, 'm': 6370, 'k_avg': 4.736059479553903, 'intersection_count': 1853, 'streets_per_node_avg': 2.4643122676579927, 'streets_per_node_counts': {0: 0, 1: 837, 2: 1, 3: 1623, 4: 224, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31115241635687735, 2: 0.0003717472118959108, 3: 0.6033457249070632, 4: 0.08327137546468401, 5: 0.0018587360594795538}, 'edge_length_total': 641148.9939999969, 'edge_length_avg': 100.6513334379901, 'street_length_total': 335666.08400000056, 'street_length_avg': 102.21257125456776, 'street_segments_count': 3284, 'node_density_km': 67.34325165929917, 'intersection_density_km': 46.38923618017894, 'edge_density_km': 16050.95094946033, 'street_density_km': 8403.288315354457, 'circuity_avg': 1.0548155551939216, 'self_loop_proportion': 0.0018838304552590266, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548155551939216\n", - "2772\n", - "30954511.01310781\n", - "{'n': 484, 'm': 1182, 'k_avg': 4.884297520661157, 'intersection_count': 345, 'streets_per_node_avg': 2.5371900826446283, 'streets_per_node_counts': {0: 0, 1: 139, 2: 0, 3: 299, 4: 40, 5: 4, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2871900826446281, 2: 0.0, 3: 0.6177685950413223, 4: 0.08264462809917356, 5: 0.008264462809917356, 6: 0.004132231404958678}, 'edge_length_total': 98992.46000000014, 'edge_length_avg': 83.74996615905258, 'street_length_total': 51013.777999999984, 'street_length_avg': 83.76646633825942, 'street_segments_count': 609, 'node_density_km': 15.635847059417229, 'intersection_density_km': 11.14538685020443, 'edge_density_km': 3197.9978607344624, 'street_density_km': 1648.0240304360807, 'circuity_avg': 1.0680191870002766, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0680191870002766\n", - "2773\n", - "7993177.037396773\n", - "{'n': 188, 'm': 558, 'k_avg': 5.9361702127659575, 'intersection_count': 162, 'streets_per_node_avg': 3.0851063829787235, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 94, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13829787234042554, 2: 0.0, 3: 0.5, 4: 0.3617021276595745}, 'edge_length_total': 98857.26799999997, 'edge_length_avg': 177.16356272401427, 'street_length_total': 49457.85800000004, 'street_length_avg': 176.00661209964426, 'street_segments_count': 281, 'node_density_km': 23.52005956085117, 'intersection_density_km': 20.26728536626537, 'edge_density_km': 12367.706549909712, 'street_density_km': 6187.509393149577, 'circuity_avg': 1.00984316658796, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.00984316658796\n", - "2774\n", - "6989513.96899686\n", - "{'n': 425, 'm': 1202, 'k_avg': 5.656470588235294, 'intersection_count': 388, 'streets_per_node_avg': 2.981176470588235, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 323, 4: 64, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08705882352941176, 2: 0.0, 3: 0.76, 4: 0.15058823529411763, 5: 0.002352941176470588}, 'edge_length_total': 137692.34100000013, 'edge_length_avg': 114.55269633943439, 'street_length_total': 68894.13299999999, 'street_length_avg': 114.25229353233829, 'street_segments_count': 603, 'node_density_km': 60.8053724314963, 'intersection_density_km': 55.51172824334251, 'edge_density_km': 19699.844883457874, 'street_density_km': 9856.78450684715, 'circuity_avg': 1.0214412795942776, 'self_loop_proportion': 0.0016638935108153079, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0214412795942776\n", - "2775\n", - "15978607.106643047\n", - "{'n': 228, 'm': 584, 'k_avg': 5.12280701754386, 'intersection_count': 174, 'streets_per_node_avg': 2.675438596491228, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 140, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23684210526315788, 2: 0.0, 3: 0.6140350877192983, 4: 0.14912280701754385}, 'edge_length_total': 139289.1219999999, 'edge_length_avg': 238.508770547945, 'street_length_total': 69644.56099999997, 'street_length_avg': 238.50877054794512, 'street_segments_count': 292, 'node_density_km': 14.26907855473897, 'intersection_density_km': 10.889559949669215, 'edge_density_km': 8717.225542274642, 'street_density_km': 4358.612771137323, 'circuity_avg': 1.0578969336031934, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0578969336031934\n", - "2776\n", - "9985279.572140872\n", - "{'n': 476, 'm': 1064, 'k_avg': 4.470588235294118, 'intersection_count': 295, 'streets_per_node_avg': 2.2941176470588234, 'streets_per_node_counts': {0: 0, 1: 181, 2: 0, 3: 271, 4: 22, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3802521008403361, 2: 0.0, 3: 0.569327731092437, 4: 0.046218487394957986, 5: 0.004201680672268907}, 'edge_length_total': 95628.55399999987, 'edge_length_avg': 89.87646052631567, 'street_length_total': 47814.277, 'street_length_avg': 89.8764605263158, 'street_segments_count': 532, 'node_density_km': 47.67017253358128, 'intersection_density_km': 29.543489280265707, 'edge_density_km': 9576.953084699344, 'street_density_km': 4788.476542349679, 'circuity_avg': 1.072129177026804, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072129177026804\n", - "2777\n", - "5997543.640787331\n", - "{'n': 260, 'm': 772, 'k_avg': 5.938461538461539, 'intersection_count': 235, 'streets_per_node_avg': 3.1076923076923078, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 160, 4: 72, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09615384615384616, 2: 0.0, 3: 0.6153846153846154, 4: 0.27692307692307694, 5: 0.011538461538461539}, 'edge_length_total': 86048.10799999995, 'edge_length_avg': 111.46127979274605, 'street_length_total': 43443.04599999998, 'street_length_avg': 111.67878149100252, 'street_segments_count': 389, 'node_density_km': 43.35108097118712, 'intersection_density_km': 39.18270780088067, 'edge_density_km': 14347.224989713277, 'street_density_km': 7243.473095311561, 'circuity_avg': 1.0406488522256088, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0406488522256088\n", - "2778\n", - "7992895.133843314\n", - "{'n': 429, 'm': 1277, 'k_avg': 5.953379953379954, 'intersection_count': 393, 'streets_per_node_avg': 3.0839160839160837, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 289, 4: 100, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08391608391608392, 2: 0.0, 3: 0.6736596736596736, 4: 0.2331002331002331, 5: 0.009324009324009324}, 'edge_length_total': 146157.93499999988, 'edge_length_avg': 114.45413860610797, 'street_length_total': 73864.23900000005, 'street_length_avg': 114.16420247295216, 'street_segments_count': 647, 'node_density_km': 53.672667139537346, 'intersection_density_km': 49.16866709985589, 'edge_density_km': 18285.981806659973, 'street_density_km': 9241.237094084465, 'circuity_avg': 1.0587754418085826, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0587754418085826\n", - "2779\n", - "11999568.779812729\n", - "{'n': 588, 'm': 1507, 'k_avg': 5.125850340136054, 'intersection_count': 460, 'streets_per_node_avg': 2.6462585034013606, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 412, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21768707482993196, 2: 0.0, 3: 0.7006802721088435, 4: 0.08163265306122448}, 'edge_length_total': 182797.38400000051, 'edge_length_avg': 121.29886131386895, 'street_length_total': 91635.46499999995, 'street_length_avg': 119.94170811518319, 'street_segments_count': 764, 'node_density_km': 49.00176087904191, 'intersection_density_km': 38.33471089176748, 'edge_density_km': 15233.662755242221, 'street_density_km': 7636.563170016687, 'circuity_avg': 1.0363295057909325, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0363295057909325\n", - "2780\n", - "11994493.055727458\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 281, 'm': 682, 'k_avg': 4.854092526690391, 'intersection_count': 227, 'streets_per_node_avg': 2.6690391459074734, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 213, 4: 13, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19217081850533807, 2: 0.0, 3: 0.7580071174377224, 4: 0.046263345195729534, 5: 0.0035587188612099642}, 'edge_length_total': 125425.40600000012, 'edge_length_avg': 183.90821994134916, 'street_length_total': 63350.99799999998, 'street_length_avg': 177.45377591036407, 'street_segments_count': 357, 'node_density_km': 23.42741779035175, 'intersection_density_km': 18.925351738113335, 'edge_density_km': 10456.915971126313, 'street_density_km': 5281.673656874511, 'circuity_avg': 1.0810260357431807, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0810260357431807\n", - "2781\n", - "8993869.37720823\n", - "{'n': 203, 'm': 467, 'k_avg': 4.600985221674877, 'intersection_count': 151, 'streets_per_node_avg': 2.5467980295566504, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 140, 4: 10, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2561576354679803, 2: 0.0, 3: 0.6896551724137931, 4: 0.04926108374384237, 5: 0.0049261083743842365}, 'edge_length_total': 82359.56600000008, 'edge_length_avg': 176.35881370449695, 'street_length_total': 41606.98900000002, 'street_length_avg': 171.22217695473262, 'street_segments_count': 243, 'node_density_km': 22.570930428946575, 'intersection_density_km': 16.789214259955333, 'edge_density_km': 9157.300661794263, 'street_density_km': 4626.150020083477, 'circuity_avg': 1.0832869938585952, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0832869938585952\n", - "2782\n", - "17984234.64549007\n", - "{'n': 2014, 'm': 4744, 'k_avg': 4.711022840119166, 'intersection_count': 1393, 'streets_per_node_avg': 2.5074478649453824, 'streets_per_node_counts': {0: 0, 1: 621, 2: 0, 3: 1152, 4: 233, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3083416087388282, 2: 0.0, 3: 0.5719960278053625, 4: 0.1156901688182721, 5: 0.003475670307845084, 6: 0.0004965243296921549}, 'edge_length_total': 368101.20300000004, 'edge_length_avg': 77.59300231871839, 'street_length_total': 190410.685, 'street_length_avg': 76.4394560417503, 'street_segments_count': 2491, 'node_density_km': 111.98697301834045, 'intersection_density_km': 77.45672960007361, 'edge_density_km': 20467.9937876761, 'street_density_km': 10587.64460948298, 'circuity_avg': 1.074323934144735, 'self_loop_proportion': 0.0012647554806070826, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.074323934144735\n", - "2783\n", - "80949024.0325913\n", - "{'n': 9899, 'm': 26213, 'k_avg': 5.296090514193353, 'intersection_count': 8439, 'streets_per_node_avg': 2.9149409031215274, 'streets_per_node_counts': {0: 0, 1: 1460, 2: 9, 3: 6411, 4: 1955, 5: 60, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14748964541872917, 2: 0.0009091827457318921, 3: 0.6476411758763512, 4: 0.19749469643398324, 5: 0.006061218304879281, 6: 0.0004040812203252854}, 'edge_length_total': 1900759.4110000045, 'edge_length_avg': 72.5120898409188, 'street_length_total': 1055096.8299999973, 'street_length_avg': 73.34701633646141, 'street_segments_count': 14385, 'node_density_km': 122.28683567592506, 'intersection_density_km': 104.25079364270447, 'edge_density_km': 23480.94289851759, 'street_density_km': 13034.089571916264, 'circuity_avg': 1.0564685996040402, 'self_loop_proportion': 0.0020600465417922407, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0564685996040402\n", - "2784\n", - "23979517.95269724\n", - "{'n': 1046, 'm': 2583, 'k_avg': 4.938814531548757, 'intersection_count': 822, 'streets_per_node_avg': 2.641491395793499, 'streets_per_node_counts': {0: 0, 1: 224, 2: 0, 3: 751, 4: 69, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21414913957934992, 2: 0.0, 3: 0.7179732313575525, 4: 0.06596558317399617, 5: 0.0019120458891013384}, 'edge_length_total': 308624.7260000004, 'edge_length_avg': 119.48305303910196, 'street_length_total': 156552.24999999988, 'street_length_avg': 115.96462962962954, 'street_segments_count': 1350, 'node_density_km': 43.62055993216264, 'intersection_density_km': 34.279254554720545, 'edge_density_km': 12870.347377658021, 'street_density_km': 6528.582030248474, 'circuity_avg': 1.0716145300602857, 'self_loop_proportion': 0.0007742934572202865, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0716145300602857\n", - "2785\n", - "4992386.98741405\n", - "{'n': 333, 'm': 953, 'k_avg': 5.723723723723723, 'intersection_count': 293, 'streets_per_node_avg': 2.972972972972973, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 224, 4: 67, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12012012012012012, 2: 0.0, 3: 0.6726726726726727, 4: 0.2012012012012012, 5: 0.006006006006006006}, 'edge_length_total': 109221.90799999992, 'edge_length_avg': 114.60850786988449, 'street_length_total': 54705.606000000014, 'street_length_avg': 113.97001250000002, 'street_segments_count': 480, 'node_density_km': 66.70155996310032, 'intersection_density_km': 58.68936056813331, 'edge_density_km': 21877.692629868532, 'street_density_km': 10957.805582362587, 'circuity_avg': 1.0346887695972484, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0346887695972484\n", - "2786\n", - "5991379.525536585\n", - "{'n': 519, 'm': 1320, 'k_avg': 5.086705202312139, 'intersection_count': 394, 'streets_per_node_avg': 2.5953757225433525, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 355, 4: 38, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24084778420038536, 2: 0.0, 3: 0.6840077071290944, 4: 0.07321772639691715, 5: 0.0019267822736030828}, 'edge_length_total': 97872.53499999995, 'edge_length_avg': 74.1458598484848, 'street_length_total': 49197.185000000005, 'street_length_avg': 74.09214608433736, 'street_segments_count': 664, 'node_density_km': 86.62445732037293, 'intersection_density_km': 65.76114871720026, 'edge_density_km': 16335.559211838536, 'street_density_km': 8211.32842449902, 'circuity_avg': 1.0846677742098332, 'self_loop_proportion': 0.004545454545454545, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0846677742098332\n", - "2787\n", - "14999365.666068032\n", - "{'n': 315, 'm': 844, 'k_avg': 5.358730158730158, 'intersection_count': 251, 'streets_per_node_avg': 2.8253968253968256, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 179, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20317460317460317, 2: 0.0, 3: 0.5682539682539682, 4: 0.2253968253968254, 5: 0.0031746031746031746}, 'edge_length_total': 146752.94999999995, 'edge_length_avg': 173.87790284360185, 'street_length_total': 75500.50300000001, 'street_length_avg': 172.77002974828378, 'street_segments_count': 437, 'node_density_km': 21.000888105061765, 'intersection_density_km': 16.7340409980016, 'edge_density_km': 9783.943752500709, 'street_density_km': 5033.579731361526, 'circuity_avg': 1.0205285243408468, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0205285243408468\n", - "2788\n", - "20976990.036421865\n", - "{'n': 1250, 'm': 3284, 'k_avg': 5.2544, 'intersection_count': 1038, 'streets_per_node_avg': 2.7936, 'streets_per_node_counts': {0: 0, 1: 212, 2: 0, 3: 878, 4: 154, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1696, 2: 0.0, 3: 0.7024, 4: 0.1232, 5: 0.0048}, 'edge_length_total': 297480.4319999991, 'edge_length_avg': 90.58478440925673, 'street_length_total': 152559.07399999973, 'street_length_avg': 88.8003923166471, 'street_segments_count': 1718, 'node_density_km': 59.58910205084971, 'intersection_density_km': 49.4827903430256, 'edge_density_km': 14181.273456463043, 'street_density_km': 7272.686583495293, 'circuity_avg': 1.0809622824050789, 'self_loop_proportion': 0.0054811205846528625, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0809622824050789\n", - "2789\n", - "5997467.4087347\n", - "{'n': 277, 'm': 824, 'k_avg': 5.949458483754513, 'intersection_count': 249, 'streets_per_node_avg': 3.036101083032491, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 184, 4: 64, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10108303249097472, 2: 0.0, 3: 0.6642599277978339, 4: 0.23104693140794225, 5: 0.0036101083032490976}, 'edge_length_total': 79787.02200000016, 'edge_length_avg': 96.82891019417495, 'street_length_total': 39893.510999999984, 'street_length_avg': 96.82891019417472, 'street_segments_count': 412, 'node_density_km': 46.186161778316254, 'intersection_density_km': 41.51752448664529, 'edge_density_km': 13303.452367877564, 'street_density_km': 6651.726183938766, 'circuity_avg': 1.0547692011374656, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0547692011374656\n", - "2790\n", - "13992642.423387887\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 591, 'm': 1720, 'k_avg': 5.820642978003384, 'intersection_count': 523, 'streets_per_node_avg': 3.0439932318104908, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 361, 4: 162}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11505922165820642, 2: 0.0, 3: 0.61082910321489, 4: 0.27411167512690354}, 'edge_length_total': 258855.11199999924, 'edge_length_avg': 150.49715813953443, 'street_length_total': 129645.96199999998, 'street_length_avg': 149.36170737327188, 'street_segments_count': 868, 'node_density_km': 42.23648272553424, 'intersection_density_km': 37.37678589755399, 'edge_density_km': 18499.37303960101, 'street_density_km': 9265.295151350707, 'circuity_avg': 1.030323897611861, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030323897611861\n", - "2791\n", - "51942844.863373406\n", - "{'n': 9136, 'm': 20680, 'k_avg': 4.527145359019264, 'intersection_count': 5753, 'streets_per_node_avg': 2.355954465849387, 'streets_per_node_counts': {0: 0, 1: 3383, 2: 14, 3: 4851, 4: 881, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37029334500875655, 2: 0.001532399299474606, 3: 0.530976357267951, 4: 0.09643169877408056, 5: 0.0006567425569176883, 6: 0.00010945709281961471}, 'edge_length_total': 1231459.6489999997, 'edge_length_avg': 59.54833892649902, 'street_length_total': 636154.9260000003, 'street_length_avg': 59.553915558884135, 'street_segments_count': 10682, 'node_density_km': 175.88563013887003, 'intersection_density_km': 110.75635181577488, 'edge_density_km': 23707.97464480699, 'street_density_km': 12247.209941490399, 'circuity_avg': 1.0664342908068478, 'self_loop_proportion': 0.0009671179883945841, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0664342908068478\n", - "2792\n", - "15000146.51609921\n", - "{'n': 1386, 'm': 3877, 'k_avg': 5.594516594516595, 'intersection_count': 1193, 'streets_per_node_avg': 2.8701298701298703, 'streets_per_node_counts': {0: 0, 1: 193, 2: 0, 3: 992, 4: 196, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13924963924963926, 2: 0.0, 3: 0.7157287157287158, 4: 0.1414141414141414, 5: 0.0036075036075036075}, 'edge_length_total': 327554.04500000045, 'edge_length_avg': 84.48647020892454, 'street_length_total': 165230.81000000017, 'street_length_avg': 84.25844467108627, 'street_segments_count': 1961, 'node_density_km': 92.39909746964454, 'intersection_density_km': 79.53255648000429, 'edge_density_km': 21836.723037901425, 'street_density_km': 11015.279738945408, 'circuity_avg': 1.053278486863436, 'self_loop_proportion': 0.0020634511220015478, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053278486863436\n", - "2793\n", - "4993423.155379909\n", - "{'n': 228, 'm': 634, 'k_avg': 5.56140350877193, 'intersection_count': 205, 'streets_per_node_avg': 2.9780701754385963, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 165, 4: 39, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10087719298245613, 2: 0.0, 3: 0.7236842105263158, 4: 0.17105263157894737, 5: 0.0043859649122807015}, 'edge_length_total': 87233.56199999999, 'edge_length_avg': 137.5923690851735, 'street_length_total': 43616.780999999966, 'street_length_avg': 137.5923690851734, 'street_segments_count': 317, 'node_density_km': 45.66005982376099, 'intersection_density_km': 41.05400115732896, 'edge_density_km': 17469.691489297205, 'street_density_km': 8734.845744648597, 'circuity_avg': 1.0438664316213748, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0438664316213748\n", - "2794\n", - "7997731.59331631\n", - "{'n': 548, 'm': 1533, 'k_avg': 5.594890510948905, 'intersection_count': 462, 'streets_per_node_avg': 2.872262773722628, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 364, 4: 94, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15693430656934307, 2: 0.0, 3: 0.6642335766423357, 4: 0.17153284671532848, 5: 0.0072992700729927005}, 'edge_length_total': 145682.0500000001, 'edge_length_avg': 95.03069145466412, 'street_length_total': 73012.40899999991, 'street_length_avg': 94.33127777777766, 'street_segments_count': 774, 'node_density_km': 68.51942874126492, 'intersection_density_km': 57.76637970522699, 'edge_density_km': 18215.42124791314, 'street_density_km': 9129.13970018902, 'circuity_avg': 1.1125560060565343, 'self_loop_proportion': 0.005218525766470972, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1125560060565343\n", - "2795\n", - "6989519.282851852\n", - "{'n': 523, 'm': 1278, 'k_avg': 4.887189292543021, 'intersection_count': 398, 'streets_per_node_avg': 2.644359464627151, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 334, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2390057361376673, 2: 0.0, 3: 0.638623326959847, 4: 0.12237093690248566}, 'edge_length_total': 123679.69100000006, 'edge_length_avg': 96.77597104851336, 'street_length_total': 63700.975999999944, 'street_length_avg': 96.07990346907985, 'street_segments_count': 663, 'node_density_km': 74.82631906934327, 'intersection_density_km': 56.94239959770291, 'edge_density_km': 17695.021072970914, 'street_density_km': 9113.785000391154, 'circuity_avg': 1.0350579662122883, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0350579662122883\n", - "2796\n", - "3994122.491962661\n", - "{'n': 407, 'm': 862, 'k_avg': 4.235872235872236, 'intersection_count': 225, 'streets_per_node_avg': 2.1695331695331697, 'streets_per_node_counts': {0: 0, 1: 182, 2: 0, 3: 201, 4: 22, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.44717444717444715, 2: 0.0, 3: 0.49385749385749383, 4: 0.05405405405405406, 5: 0.004914004914004914}, 'edge_length_total': 74431.40400000005, 'edge_length_avg': 86.34733642691421, 'street_length_total': 37215.70200000001, 'street_length_avg': 86.34733642691418, 'street_segments_count': 431, 'node_density_km': 101.89972911922523, 'intersection_density_km': 56.33277408310977, 'edge_density_km': 18635.233183203003, 'street_density_km': 9317.616591601498, 'circuity_avg': 1.0374507424872352, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0374507424872352\n", - "2797\n", - "3995674.0296449675\n", - "{'n': 120, 'm': 306, 'k_avg': 5.1, 'intersection_count': 91, 'streets_per_node_avg': 2.6166666666666667, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 79, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24166666666666667, 2: 0.0, 3: 0.6583333333333333, 4: 0.1}, 'edge_length_total': 39099.85600000001, 'edge_length_avg': 127.77730718954251, 'street_length_total': 19549.928000000004, 'street_length_avg': 127.77730718954251, 'street_segments_count': 153, 'node_density_km': 30.032479904438677, 'intersection_density_km': 22.77463059419933, 'edge_density_km': 9785.54699655372, 'street_density_km': 4892.77349827686, 'circuity_avg': 1.1222616205047646, 'self_loop_proportion': 0.006535947712418301, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1222616205047646\n", - "2798\n", - "3998777.495694867\n", - "{'n': 197, 'm': 570, 'k_avg': 5.786802030456853, 'intersection_count': 181, 'streets_per_node_avg': 2.979695431472081, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 154, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08121827411167512, 2: 0.0, 3: 0.7817258883248731, 4: 0.1319796954314721, 5: 0.005076142131979695}, 'edge_length_total': 54617.877999999924, 'edge_length_avg': 95.8208385964911, 'street_length_total': 27308.939000000024, 'street_length_avg': 95.82083859649131, 'street_segments_count': 285, 'node_density_km': 49.26505668597281, 'intersection_density_km': 45.26383380792425, 'edge_density_km': 13658.643937754026, 'street_density_km': 6829.321968877029, 'circuity_avg': 1.055228653347661, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055228653347661\n", - "2799\n", - "14989023.019068027\n", - "{'n': 1222, 'm': 3306, 'k_avg': 5.410801963993453, 'intersection_count': 1086, 'streets_per_node_avg': 2.9476268412438626, 'streets_per_node_counts': {0: 0, 1: 136, 2: 2, 3: 882, 4: 194, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11129296235679215, 2: 0.0016366612111292963, 3: 0.7217675941080196, 4: 0.15875613747954173, 5: 0.006546644844517185}, 'edge_length_total': 272273.3909999996, 'edge_length_avg': 82.35734754990914, 'street_length_total': 141563.62899999987, 'street_length_avg': 80.43388011363629, 'street_segments_count': 1760, 'node_density_km': 81.52632752951635, 'intersection_density_km': 72.45302102868638, 'edge_density_km': 18164.852415906742, 'street_density_km': 9444.48673004986, 'circuity_avg': 1.0480667025335455, 'self_loop_proportion': 0.0006049606775559589, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0480667025335455\n", - "2800\n", - "7998462.297241667\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 276, 'm': 686, 'k_avg': 4.971014492753623, 'intersection_count': 230, 'streets_per_node_avg': 2.760869565217391, 'streets_per_node_counts': {0: 0, 1: 46, 2: 2, 3: 200, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.007246376811594203, 3: 0.7246376811594203, 4: 0.10144927536231885}, 'edge_length_total': 91414.59600000009, 'edge_length_avg': 133.2574285714287, 'street_length_total': 46658.37100000001, 'street_length_avg': 128.18233791208792, 'street_segments_count': 364, 'node_density_km': 34.50663261801969, 'intersection_density_km': 28.75552718168307, 'edge_density_km': 11429.02130469817, 'street_density_km': 5833.417632798058, 'circuity_avg': 1.0747727543485766, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0747727543485766\n", - "2801\n", - "4995096.4495214885\n", - "{'n': 111, 'm': 264, 'k_avg': 4.756756756756757, 'intersection_count': 82, 'streets_per_node_avg': 2.5225225225225225, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 77, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26126126126126126, 2: 0.0, 3: 0.6936936936936937, 4: 0.04504504504504504}, 'edge_length_total': 36367.586, 'edge_length_avg': 137.7560075757576, 'street_length_total': 18183.793, 'street_length_avg': 137.7560075757576, 'street_segments_count': 132, 'node_density_km': 22.221793136873938, 'intersection_density_km': 16.416099434447414, 'edge_density_km': 7280.657414229485, 'street_density_km': 3640.3287071147424, 'circuity_avg': 1.0681405224765994, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0681405224765994\n", - "2802\n", - "16998747.315069094\n", - "{'n': 40, 'm': 94, 'k_avg': 4.7, 'intersection_count': 33, 'streets_per_node_avg': 2.9, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 23, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.175, 2: 0.0, 3: 0.575, 4: 0.25}, 'edge_length_total': 35395.04399999999, 'edge_length_avg': 376.5430212765956, 'street_length_total': 17697.522000000004, 'street_length_avg': 376.5430212765958, 'street_segments_count': 47, 'node_density_km': 2.3531145712449466, 'intersection_density_km': 1.9413195212770809, 'edge_density_km': 2082.2148446563997, 'street_density_km': 1041.1074223282005, 'circuity_avg': 1.0113712008903795, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0113712008903795\n", - "2803\n", - "5992204.355896773\n", - "{'n': 357, 'm': 857, 'k_avg': 4.8011204481792715, 'intersection_count': 274, 'streets_per_node_avg': 2.596638655462185, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 252, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23249299719887956, 2: 0.0, 3: 0.7058823529411765, 4: 0.06162464985994398}, 'edge_length_total': 90278.78499999976, 'edge_length_avg': 105.34280630104989, 'street_length_total': 45597.089000000014, 'street_length_avg': 102.00691051454142, 'street_segments_count': 447, 'node_density_km': 59.57740737741789, 'intersection_density_km': 45.72607737090337, 'edge_density_km': 15066.03907978518, 'street_density_km': 7609.401531029079, 'circuity_avg': 1.060637120510501, 'self_loop_proportion': 0.002333722287047841, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060637120510501\n", - "2804\n", - "6991135.083617429\n", - "{'n': 375, 'm': 917, 'k_avg': 4.890666666666666, 'intersection_count': 279, 'streets_per_node_avg': 2.576, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 246, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.256, 2: 0.0, 3: 0.656, 4: 0.088}, 'edge_length_total': 93529.76199999997, 'edge_length_avg': 101.99537840785166, 'street_length_total': 46948.077, 'street_length_avg': 100.10250959488272, 'street_segments_count': 469, 'node_density_km': 53.639358346651115, 'intersection_density_km': 39.90768260990843, 'edge_density_km': 13378.337119986641, 'street_density_km': 6715.372602371118, 'circuity_avg': 1.0821274480966447, 'self_loop_proportion': 0.004362050163576881, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0821274480966447\n", - "2805\n", - "25979905.213627655\n", - "{'n': 1627, 'm': 4274, 'k_avg': 5.253841425937308, 'intersection_count': 1415, 'streets_per_node_avg': 2.8955132145052245, 'streets_per_node_counts': {0: 0, 1: 212, 2: 3, 3: 1164, 4: 239, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13030116779348494, 2: 0.0018438844499078057, 3: 0.7154271665642287, 4: 0.14689612784265518, 5: 0.005531653349723417}, 'edge_length_total': 449562.85399999964, 'edge_length_avg': 105.18550631726711, 'street_length_total': 240548.11800000034, 'street_length_avg': 103.72924450194064, 'street_segments_count': 2319, 'node_density_km': 62.625324712368986, 'intersection_density_km': 54.465171768901115, 'edge_density_km': 17304.25304878261, 'street_density_km': 9259.006760110185, 'circuity_avg': 1.0779484901355325, 'self_loop_proportion': 0.003743565746373421, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0779484901355325\n", - "2806\n", - "4999712.787259952\n", - "{'n': 285, 'm': 765, 'k_avg': 5.368421052631579, 'intersection_count': 236, 'streets_per_node_avg': 2.8175438596491227, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 193, 4: 40, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17192982456140352, 2: 0.0, 3: 0.6771929824561403, 4: 0.14035087719298245, 5: 0.010526315789473684}, 'edge_length_total': 77503.25699999995, 'edge_length_avg': 101.31144705882348, 'street_length_total': 38867.237999999976, 'street_length_avg': 100.95386493506487, 'street_segments_count': 385, 'node_density_km': 57.00327441332719, 'intersection_density_km': 47.202711444018306, 'edge_density_km': 15501.541848061821, 'street_density_km': 7773.89415228806, 'circuity_avg': 1.0431168138164806, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0431168138164806\n", - "2807\n", - "5991535.437625318\n", - "{'n': 291, 'm': 666, 'k_avg': 4.577319587628866, 'intersection_count': 189, 'streets_per_node_avg': 2.350515463917526, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 174, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35051546391752575, 2: 0.0, 3: 0.5979381443298969, 4: 0.05154639175257732}, 'edge_length_total': 72662.6479999998, 'edge_length_avg': 109.10307507507477, 'street_length_total': 36331.323999999986, 'street_length_avg': 109.10307507507504, 'street_segments_count': 333, 'node_density_km': 48.568518542441396, 'intersection_density_km': 31.5445017337506, 'edge_density_km': 12127.550401137054, 'street_density_km': 6063.775200568542, 'circuity_avg': 1.0369365364527692, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0369365364527692\n", - "2808\n", - "3997908.0114834867\n", - "{'n': 58, 'm': 164, 'k_avg': 5.655172413793103, 'intersection_count': 52, 'streets_per_node_avg': 3.0517241379310347, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 37, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10344827586206896, 2: 0.0, 3: 0.6379310344827587, 4: 0.25862068965517243}, 'edge_length_total': 36611.456, 'edge_length_avg': 223.24058536585366, 'street_length_total': 18305.727999999992, 'street_length_avg': 223.24058536585355, 'street_segments_count': 82, 'node_density_km': 14.507587426574677, 'intersection_density_km': 13.006802520377295, 'edge_density_km': 9157.653426451585, 'street_density_km': 4578.826713225791, 'circuity_avg': 1.0322836802333766, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0322836802333766\n", - "2809\n", - "29965335.509331767\n", - "error with entry 2809\n", - "2810\n", - "21983382.358231794\n", - "{'n': 2183, 'm': 5484, 'k_avg': 5.02427851580394, 'intersection_count': 1786, 'streets_per_node_avg': 2.734310581768209, 'streets_per_node_counts': {0: 0, 1: 397, 2: 2, 3: 1575, 4: 202, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18185982592762254, 2: 0.0009161704076958314, 3: 0.7214841960604672, 4: 0.09253321117727897, 5: 0.00320659642693541}, 'edge_length_total': 412325.54400000104, 'edge_length_avg': 75.18700656455161, 'street_length_total': 224251.185, 'street_length_avg': 76.6146856850017, 'street_segments_count': 2927, 'node_density_km': 99.30228044196139, 'intersection_density_km': 81.24318500657033, 'edge_density_km': 18756.237656286026, 'street_density_km': 10200.940935552984, 'circuity_avg': 1.0673258173715965, 'self_loop_proportion': 0.0036469730123997084, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673258173715965\n", - "2811\n", - "22968254.235315196\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2458, 'm': 6623, 'k_avg': 5.3889340927583405, 'intersection_count': 2040, 'streets_per_node_avg': 2.8616761594792512, 'streets_per_node_counts': {0: 0, 1: 418, 2: 3, 3: 1550, 4: 476, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17005695687550854, 2: 0.0012205044751830757, 3: 0.6305939788445891, 4: 0.193653376729048, 5: 0.0040683482506102524, 6: 0.0004068348250610252}, 'edge_length_total': 539149.6249999995, 'edge_length_avg': 81.40565076249426, 'street_length_total': 282777.9150000001, 'street_length_avg': 81.5862420657819, 'street_segments_count': 3466, 'node_density_km': 107.017275880753, 'intersection_density_km': 88.81824361136539, 'edge_density_km': 23473.687615797182, 'street_density_km': 12311.685167835287, 'circuity_avg': 1.0732944948995164, 'self_loop_proportion': 0.0006039559112184811, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0732944948995164\n", - "2812\n", - "7989210.105987202\n", - "{'n': 160, 'm': 400, 'k_avg': 5.0, 'intersection_count': 147, 'streets_per_node_avg': 3.025, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 117, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08125, 2: 0.0, 3: 0.73125, 4: 0.1875}, 'edge_length_total': 58649.78799999996, 'edge_length_avg': 146.6244699999999, 'street_length_total': 35911.98699999999, 'street_length_avg': 153.47002991452985, 'street_segments_count': 234, 'node_density_km': 20.027011165984263, 'intersection_density_km': 18.39981650874804, 'edge_density_km': 7341.124744741305, 'street_density_km': 4495.061029010509, 'circuity_avg': 1.1182788553208451, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1182788553208451\n", - "2813\n", - "11981882.25551917\n", - "{'n': 382, 'm': 830, 'k_avg': 4.345549738219895, 'intersection_count': 235, 'streets_per_node_avg': 2.2958115183246073, 'streets_per_node_counts': {0: 0, 1: 147, 2: 0, 3: 211, 4: 23, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38481675392670156, 2: 0.0, 3: 0.5523560209424084, 4: 0.060209424083769635, 5: 0.002617801047120419}, 'edge_length_total': 110717.15000000002, 'edge_length_avg': 133.39415662650606, 'street_length_total': 57281.50300000004, 'street_length_avg': 134.78000705882363, 'street_segments_count': 425, 'node_density_km': 31.881468358115498, 'intersection_density_km': 19.612945194128645, 'edge_density_km': 9240.380404255833, 'street_density_km': 4780.676506282197, 'circuity_avg': 1.0585413949927898, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0585413949927898\n", - "2814\n", - "6993321.763310481\n", - "{'n': 800, 'm': 2028, 'k_avg': 5.07, 'intersection_count': 614, 'streets_per_node_avg': 2.69375, 'streets_per_node_counts': {0: 0, 1: 186, 2: 0, 3: 489, 4: 123, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2325, 2: 0.0, 3: 0.61125, 4: 0.15375, 5: 0.0025}, 'edge_length_total': 143607.0290000003, 'edge_length_avg': 70.8121444773177, 'street_length_total': 75270.73499999994, 'street_length_avg': 70.67674647887318, 'street_segments_count': 1065, 'node_density_km': 114.3948508414259, 'intersection_density_km': 87.79804802079438, 'edge_density_km': 20534.880827794197, 'street_density_km': 10763.230628811862, 'circuity_avg': 1.0862356592741715, 'self_loop_proportion': 0.0029585798816568047, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0862356592741715\n", - "2815\n", - "6989777.86715874\n", - "{'n': 289, 'm': 722, 'k_avg': 4.996539792387543, 'intersection_count': 226, 'streets_per_node_avg': 2.667820069204152, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 196, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2179930795847751, 2: 0.0, 3: 0.6782006920415224, 4: 0.10380622837370242}, 'edge_length_total': 101990.94600000011, 'edge_length_avg': 141.261698060942, 'street_length_total': 50995.47299999999, 'street_length_avg': 141.2616980609418, 'street_segments_count': 361, 'node_density_km': 41.34609217810165, 'intersection_density_km': 32.33293021540129, 'edge_density_km': 14591.443095667102, 'street_density_km': 7295.721547833542, 'circuity_avg': 1.0358872278859337, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0358872278859337\n", - "2816\n", - "2996269.0322591597\n", - "{'n': 80, 'm': 208, 'k_avg': 5.2, 'intersection_count': 71, 'streets_per_node_avg': 2.85, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 65, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1125, 2: 0.0, 3: 0.8125, 4: 0.075}, 'edge_length_total': 31874.595999999998, 'edge_length_avg': 153.24325, 'street_length_total': 16852.735999999994, 'street_length_avg': 157.50220560747658, 'street_segments_count': 107, 'node_density_km': 26.699872120522077, 'intersection_density_km': 23.69613650696334, 'edge_density_km': 10638.095463666306, 'street_density_km': 5624.573701011482, 'circuity_avg': 1.1493328236095115, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1493328236095115\n", - "2817\n", - "4994003.995354003\n", - "{'n': 86, 'm': 230, 'k_avg': 5.348837209302325, 'intersection_count': 74, 'streets_per_node_avg': 2.86046511627907, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 62, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13953488372093023, 2: 0.0, 3: 0.7209302325581395, 4: 0.13953488372093023}, 'edge_length_total': 41303.20800000003, 'edge_length_avg': 179.57916521739142, 'street_length_total': 20980.410999999996, 'street_length_avg': 179.3197521367521, 'street_segments_count': 117, 'node_density_km': 17.22065102070545, 'intersection_density_km': 14.817769482932595, 'edge_density_km': 8270.559662832673, 'street_density_km': 4201.120187232206, 'circuity_avg': 1.091028745073257, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.091028745073257\n", - "2818\n", - "5991564.167131353\n", - "{'n': 532, 'm': 1354, 'k_avg': 5.090225563909774, 'intersection_count': 415, 'streets_per_node_avg': 2.731203007518797, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 325, 4: 89, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2199248120300752, 2: 0.0, 3: 0.6109022556390977, 4: 0.16729323308270677, 5: 0.0018796992481203006}, 'edge_length_total': 121308.99600000013, 'edge_length_avg': 89.59305465288045, 'street_length_total': 62649.34499999999, 'street_length_avg': 89.62710300429183, 'street_segments_count': 699, 'node_density_km': 88.7915050494588, 'intersection_density_km': 69.2640499915891, 'edge_density_km': 20246.63220089998, 'street_density_km': 10456.25870848268, 'circuity_avg': 1.0460555348670293, 'self_loop_proportion': 0.0014771048744460858, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0460555348670293\n", - "2819\n", - "4992282.06617137\n", - "{'n': 170, 'm': 368, 'k_avg': 4.329411764705882, 'intersection_count': 100, 'streets_per_node_avg': 2.235294117647059, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 90, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4117647058823529, 2: 0.0, 3: 0.5294117647058824, 4: 0.058823529411764705}, 'edge_length_total': 47145.53399999997, 'edge_length_avg': 128.1128641304347, 'street_length_total': 23572.766999999996, 'street_length_avg': 128.11286413043476, 'street_segments_count': 184, 'node_density_km': 34.05256308571816, 'intersection_density_km': 20.030919462187157, 'edge_density_km': 9443.683945558056, 'street_density_km': 4721.841972779031, 'circuity_avg': 1.0652098024992724, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0652098024992724\n", - "2820\n", - "9986459.832503743\n", - "{'n': 831, 'm': 2204, 'k_avg': 5.304452466907341, 'intersection_count': 708, 'streets_per_node_avg': 2.8965102286401927, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 551, 4: 154, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.148014440433213, 2: 0.0, 3: 0.6630565583634176, 4: 0.18531889290012032, 5: 0.0036101083032490976}, 'edge_length_total': 196723.45700000005, 'edge_length_avg': 89.25746687840292, 'street_length_total': 103990.61499999995, 'street_length_avg': 87.97852368866324, 'street_segments_count': 1182, 'node_density_km': 83.21267135079006, 'intersection_density_km': 70.89599436385001, 'edge_density_km': 19699.018501001545, 'street_density_km': 10413.16109453855, 'circuity_avg': 1.0569826892659557, 'self_loop_proportion': 0.0009074410163339383, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0569826892659557\n", - "2821\n", - "6992436.2485302705\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 162, 'm': 429, 'k_avg': 5.296296296296297, 'intersection_count': 141, 'streets_per_node_avg': 2.925925925925926, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 111, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12962962962962962, 2: 0.0, 3: 0.6851851851851852, 4: 0.18518518518518517}, 'edge_length_total': 59953.662999999964, 'edge_length_avg': 139.75212820512812, 'street_length_total': 32132.593000000015, 'street_length_avg': 139.10213419913427, 'street_segments_count': 231, 'node_density_km': 23.167890881243363, 'intersection_density_km': 20.16464576700811, 'edge_density_km': 8574.073594536028, 'street_density_km': 4595.3358540457075, 'circuity_avg': 1.0854101559749618, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0854101559749618\n", - "2822\n", - "9989940.99504311\n", - "{'n': 696, 'm': 1584, 'k_avg': 4.551724137931035, 'intersection_count': 512, 'streets_per_node_avg': 2.5402298850574714, 'streets_per_node_counts': {0: 0, 1: 184, 2: 0, 3: 466, 4: 44, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26436781609195403, 2: 0.0, 3: 0.6695402298850575, 4: 0.06321839080459771, 5: 0.0028735632183908046}, 'edge_length_total': 156502.04599999991, 'edge_length_avg': 98.80179671717167, 'street_length_total': 83081.52399999992, 'street_length_avg': 95.93709468822162, 'street_segments_count': 866, 'node_density_km': 69.67008116918278, 'intersection_density_km': 51.25155396353675, 'edge_density_km': 15665.962999947084, 'street_density_km': 8316.517989568105, 'circuity_avg': 1.0735509319071084, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0735509319071084\n", - "2823\n", - "26968353.303110357\n", - "{'n': 3584, 'm': 9500, 'k_avg': 5.301339285714286, 'intersection_count': 3028, 'streets_per_node_avg': 2.8501674107142856, 'streets_per_node_counts': {0: 0, 1: 556, 2: 3, 3: 2470, 4: 532, 5: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15513392857142858, 2: 0.0008370535714285714, 3: 0.6891741071428571, 4: 0.1484375, 5: 0.006417410714285714}, 'edge_length_total': 678186.6740000016, 'edge_length_avg': 71.38807094736859, 'street_length_total': 366183.8160000001, 'street_length_avg': 72.38264795414116, 'street_segments_count': 5059, 'node_density_km': 132.89650872330586, 'intersection_density_km': 112.27975123163229, 'edge_density_km': 25147.500345220702, 'street_density_km': 13578.278654402187, 'circuity_avg': 1.0654709995245446, 'self_loop_proportion': 0.004421052631578947, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0654709995245446\n", - "2824\n", - "17001207.610493824\n", - "{'n': 580, 'm': 1414, 'k_avg': 4.875862068965517, 'intersection_count': 465, 'streets_per_node_avg': 2.7086206896551723, 'streets_per_node_counts': {0: 0, 1: 115, 2: 0, 3: 405, 4: 59, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19827586206896552, 2: 0.0, 3: 0.6982758620689655, 4: 0.10172413793103448, 5: 0.0017241379310344827}, 'edge_length_total': 209969.074, 'edge_length_avg': 148.4929801980198, 'street_length_total': 108585.43499999992, 'street_length_avg': 141.5716232073011, 'street_segments_count': 767, 'node_density_km': 34.115223652818685, 'intersection_density_km': 27.350998273380497, 'edge_density_km': 12350.244689112476, 'street_density_km': 6386.924828385523, 'circuity_avg': 1.0488188912663483, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0488188912663483\n", - "2825\n", - "7987979.776336184\n", - "{'n': 447, 'm': 1191, 'k_avg': 5.328859060402684, 'intersection_count': 370, 'streets_per_node_avg': 2.7695749440715884, 'streets_per_node_counts': {0: 0, 1: 77, 2: 1, 3: 318, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17225950782997762, 2: 0.0022371364653243847, 3: 0.7114093959731543, 4: 0.11185682326621924, 5: 0.0022371364653243847}, 'edge_length_total': 130629.58799999995, 'edge_length_avg': 109.68059445843824, 'street_length_total': 65726.47799999997, 'street_length_avg': 108.6388066115702, 'street_segments_count': 605, 'node_density_km': 55.959080082326366, 'intersection_density_km': 46.319596488726525, 'edge_density_km': 16353.269744996189, 'street_density_km': 8228.172809689622, 'circuity_avg': 1.060951195203471, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060951195203471\n", - "2826\n", - "20969458.08498271\n", - "{'n': 1830, 'm': 4468, 'k_avg': 4.883060109289618, 'intersection_count': 1372, 'streets_per_node_avg': 2.6098360655737705, 'streets_per_node_counts': {0: 0, 1: 458, 2: 0, 3: 1173, 4: 196, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2502732240437158, 2: 0.0, 3: 0.6409836065573771, 4: 0.10710382513661203, 5: 0.001639344262295082}, 'edge_length_total': 421679.80899999937, 'edge_length_avg': 94.37775492390317, 'street_length_total': 217557.3590000001, 'street_length_avg': 92.61701106853985, 'street_segments_count': 2349, 'node_density_km': 87.26978029587495, 'intersection_density_km': 65.42849101963958, 'edge_density_km': 20109.23731510189, 'street_density_km': 10374.963345180768, 'circuity_avg': 1.0540059494059641, 'self_loop_proportion': 0.0017905102954341987, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0540059494059641\n", - "2827\n", - "9997340.309662815\n", - "{'n': 105, 'm': 302, 'k_avg': 5.752380952380952, 'intersection_count': 99, 'streets_per_node_avg': 3.085714285714286, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 78, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05714285714285714, 2: 0.0, 3: 0.7428571428571429, 4: 0.2}, 'edge_length_total': 83536.99799999995, 'edge_length_avg': 276.6125761589402, 'street_length_total': 41768.499, 'street_length_avg': 276.61257615894044, 'street_segments_count': 151, 'node_density_km': 10.502793417816681, 'intersection_density_km': 9.902633793941442, 'edge_density_km': 8355.92221655776, 'street_density_km': 4177.961108278882, 'circuity_avg': 1.064783203851381, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064783203851381\n", - "2828\n", - "11999687.882003665\n", - "{'n': 101, 'm': 284, 'k_avg': 5.623762376237623, 'intersection_count': 85, 'streets_per_node_avg': 3.01980198019802, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 52, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15841584158415842, 2: 0.0, 3: 0.5148514851485149, 4: 0.31683168316831684, 5: 0.009900990099009901}, 'edge_length_total': 85344.27400000008, 'edge_length_avg': 300.5080070422538, 'street_length_total': 42672.13700000001, 'street_length_avg': 300.5080070422536, 'street_segments_count': 142, 'node_density_km': 8.416885588455438, 'intersection_density_km': 7.083517574442695, 'edge_density_km': 7112.207820671216, 'street_density_km': 3556.103910335605, 'circuity_avg': 1.007593161613644, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.007593161613644\n", - "2829\n", - "5991283.7010475965\n", - "{'n': 8, 'm': 18, 'k_avg': 4.5, 'intersection_count': 6, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 4741.873999999998, 'edge_length_avg': 263.43744444444434, 'street_length_total': 2370.9370000000004, 'street_length_avg': 263.4374444444445, 'street_segments_count': 9, 'node_density_km': 1.3352731065967003, 'intersection_density_km': 1.0014548299475252, 'edge_density_km': 791.4621033837649, 'street_density_km': 395.73105169188267, 'circuity_avg': 1.031042475806582, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.031042475806582\n", - "2830\n", - "202699649.09007755\n", - "error with entry 2830\n", - "2831\n", - "6998925.692753042\n", - "{'n': 27, 'm': 72, 'k_avg': 5.333333333333333, 'intersection_count': 23, 'streets_per_node_avg': 2.962962962962963, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 16, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14814814814814814, 2: 0.0, 3: 0.5925925925925926, 4: 0.25925925925925924}, 'edge_length_total': 15216.658000000003, 'edge_length_avg': 211.34247222222226, 'street_length_total': 7608.328999999998, 'street_length_avg': 211.34247222222217, 'street_segments_count': 36, 'node_density_km': 3.857734913224874, 'intersection_density_km': 3.2862186297841522, 'edge_density_km': 2174.1419566371333, 'street_density_km': 1087.0709783185662, 'circuity_avg': 1.0766260810077195, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0766260810077195\n", - "2832\n", - "9000060.800007923\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 2, 'streets_per_node_avg': 1.8571428571428572, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 0, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.7142857142857143, 2: 0.0, 3: 0.0, 4: 0.2857142857142857}, 'edge_length_total': 9787.196, 'edge_length_avg': 815.5996666666666, 'street_length_total': 4893.598, 'street_length_avg': 815.5996666666666, 'street_segments_count': 6, 'node_density_km': 0.7777725234916011, 'intersection_density_km': 0.22222072099760032, 'edge_density_km': 1087.4588758324148, 'street_density_km': 543.7294379162074, 'circuity_avg': 1.0128388896531348, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0128388896531348\n", - "2833\n", - "13995682.65054082\n", - "{'n': 114, 'm': 339, 'k_avg': 5.947368421052632, 'intersection_count': 97, 'streets_per_node_avg': 3.1403508771929824, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 47, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14912280701754385, 2: 0.0, 3: 0.41228070175438597, 4: 0.43859649122807015}, 'edge_length_total': 76104.29099999992, 'edge_length_avg': 224.49643362831836, 'street_length_total': 38093.50900000001, 'street_length_avg': 224.07946470588243, 'street_segments_count': 170, 'node_density_km': 8.145369028897981, 'intersection_density_km': 6.930708735114949, 'edge_density_km': 5437.697674365252, 'street_density_km': 2721.8042843039175, 'circuity_avg': 1.0631094702317252, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0631094702317252\n", - "2834\n", - "22981579.86898161\n", - "{'n': 756, 'm': 2129, 'k_avg': 5.632275132275132, 'intersection_count': 609, 'streets_per_node_avg': 2.8981481481481484, 'streets_per_node_counts': {0: 0, 1: 147, 2: 1, 3: 392, 4: 215, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19444444444444445, 2: 0.0013227513227513227, 3: 0.5185185185185185, 4: 0.2843915343915344, 5: 0.0, 6: 0.0013227513227513227}, 'edge_length_total': 294680.1240000002, 'edge_length_avg': 138.41245843118844, 'street_length_total': 147702.10500000016, 'street_length_avg': 138.03935046728986, 'street_segments_count': 1070, 'node_density_km': 32.89591073851185, 'intersection_density_km': 26.49948365046788, 'edge_density_km': 12822.448486134404, 'street_density_km': 6426.977859749088, 'circuity_avg': 1.0409182588233008, 'self_loop_proportion': 0.0018788163457022077, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0409182588233008\n", - "2835\n", - "14977909.033011215\n", - "{'n': 234, 'm': 596, 'k_avg': 5.094017094017094, 'intersection_count': 177, 'streets_per_node_avg': 2.6452991452991452, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 146, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24358974358974358, 2: 0.0, 3: 0.6239316239316239, 4: 0.13247863247863248}, 'edge_length_total': 118343.19599999997, 'edge_length_avg': 198.5624093959731, 'street_length_total': 59171.59800000001, 'street_length_avg': 198.5624093959732, 'street_segments_count': 298, 'node_density_km': 15.62300849098933, 'intersection_density_km': 11.817403858568852, 'edge_density_km': 7901.182717772709, 'street_density_km': 3950.5913588863564, 'circuity_avg': 1.0556965992935097, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0556965992935097\n", - "2836\n", - "15980780.079281861\n", - "{'n': 1285, 'm': 3337, 'k_avg': 5.193774319066148, 'intersection_count': 1031, 'streets_per_node_avg': 2.741634241245136, 'streets_per_node_counts': {0: 0, 1: 254, 2: 2, 3: 854, 4: 172, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19766536964980544, 2: 0.0015564202334630351, 3: 0.6645914396887159, 4: 0.133852140077821, 5: 0.0023346303501945525}, 'edge_length_total': 296259.2050000005, 'edge_length_avg': 88.78010338627524, 'street_length_total': 152150.0139999998, 'street_length_avg': 87.79573802654345, 'street_segments_count': 1733, 'node_density_km': 80.40909102215397, 'intersection_density_km': 64.51499832205505, 'edge_density_km': 18538.469557195338, 'street_density_km': 9520.812704084034, 'circuity_avg': 1.0730238600091546, 'self_loop_proportion': 0.0026970332634102486, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0730238600091546\n", - "2837\n", - "6994584.374874127\n", - "{'n': 319, 'm': 839, 'k_avg': 5.260188087774295, 'intersection_count': 254, 'streets_per_node_avg': 2.780564263322884, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 198, 4: 52, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20376175548589343, 2: 0.0, 3: 0.6206896551724138, 4: 0.16300940438871472, 5: 0.012539184952978056}, 'edge_length_total': 89737.52800000006, 'edge_length_avg': 106.95772109654358, 'street_length_total': 46044.383000000016, 'street_length_avg': 106.58421990740744, 'street_segments_count': 432, 'node_density_km': 45.60671269416786, 'intersection_density_km': 36.31380885366344, 'edge_density_km': 12829.572593670366, 'street_density_km': 6582.861901759334, 'circuity_avg': 1.071729515051585, 'self_loop_proportion': 0.0023837902264600714, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071729515051585\n", - "2838\n", - "4995702.728464356\n", - "{'n': 223, 'm': 656, 'k_avg': 5.883408071748879, 'intersection_count': 203, 'streets_per_node_avg': 3.0179372197309418, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 160, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08968609865470852, 2: 0.0, 3: 0.7174887892376681, 4: 0.18834080717488788, 5: 0.004484304932735426}, 'edge_length_total': 68739.00199999996, 'edge_length_avg': 104.7850640243902, 'street_length_total': 34369.50100000002, 'street_length_avg': 104.7850640243903, 'street_segments_count': 328, 'node_density_km': 44.63836463474852, 'intersection_density_km': 40.63492386033161, 'edge_density_km': 13759.626169976262, 'street_density_km': 6879.813084988138, 'circuity_avg': 1.0564036172219706, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0564036172219706\n", - "2839\n", - "15996210.935914375\n", - "{'n': 17, 'm': 42, 'k_avg': 4.9411764705882355, 'intersection_count': 14, 'streets_per_node_avg': 2.764705882352941, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 12, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17647058823529413, 2: 0.0, 3: 0.7058823529411765, 4: 0.11764705882352941}, 'edge_length_total': 28090.339999999993, 'edge_length_avg': 668.8176190476189, 'street_length_total': 14045.17, 'street_length_avg': 668.817619047619, 'street_segments_count': 21, 'node_density_km': 1.0627516771382364, 'intersection_density_km': 0.8752072635256064, 'edge_density_km': 1756.062114493134, 'street_density_km': 878.0310572465672, 'circuity_avg': 1.0399796281288107, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0399796281288107\n", - "2840\n", - "5999842.566081367\n", - "error with entry 2840\n", - "2841\n", - "5993089.215735249\n", - "{'n': 301, 'm': 830, 'k_avg': 5.514950166112957, 'intersection_count': 260, 'streets_per_node_avg': 2.893687707641196, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 211, 4: 48, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1362126245847176, 2: 0.0, 3: 0.7009966777408638, 4: 0.15946843853820597, 5: 0.0033222591362126247}, 'edge_length_total': 82895.75199999992, 'edge_length_avg': 99.87439999999991, 'street_length_total': 42905.83699999999, 'street_length_avg': 101.19301179245281, 'street_segments_count': 424, 'node_density_km': 50.22451513147922, 'intersection_density_km': 43.383302106925576, 'edge_density_km': 13831.890201526065, 'street_density_km': 7159.218802775019, 'circuity_avg': 1.0747407980087242, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0747407980087242\n", - "2842\n", - "6996854.432361015\n", - "{'n': 558, 'm': 1516, 'k_avg': 5.433691756272402, 'intersection_count': 487, 'streets_per_node_avg': 2.931899641577061, 'streets_per_node_counts': {0: 0, 1: 71, 2: 2, 3: 381, 4: 102, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12724014336917563, 2: 0.0035842293906810036, 3: 0.6827956989247311, 4: 0.1827956989247312, 5: 0.0035842293906810036}, 'edge_length_total': 135395.62300000002, 'edge_length_avg': 89.31109696569922, 'street_length_total': 69501.36499999998, 'street_length_avg': 85.80415432098762, 'street_segments_count': 810, 'node_density_km': 79.75012277219962, 'intersection_density_km': 69.60270571695557, 'edge_density_km': 19350.927521628055, 'street_density_km': 9933.230092447053, 'circuity_avg': 1.0640042360554345, 'self_loop_proportion': 0.0013192612137203166, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0640042360554345\n", - "2843\n", - "6988617.3470357945\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 268, 'm': 660, 'k_avg': 4.925373134328358, 'intersection_count': 208, 'streets_per_node_avg': 2.671641791044776, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 177, 4: 30, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22388059701492538, 2: 0.0, 3: 0.6604477611940298, 4: 0.11194029850746269, 5: 0.0037313432835820895}, 'edge_length_total': 85625.47700000003, 'edge_length_avg': 129.73557121212124, 'street_length_total': 44672.787999999964, 'street_length_avg': 129.4863420289854, 'street_segments_count': 345, 'node_density_km': 38.348071827637206, 'intersection_density_km': 29.762682612494547, 'edge_density_km': 12252.134112954098, 'street_density_km': 6392.221205092567, 'circuity_avg': 1.0771714409095074, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0771714409095074\n", - "2844\n", - "40984045.89016414\n", - "{'n': 1234, 'm': 3569, 'k_avg': 5.784440842787682, 'intersection_count': 1070, 'streets_per_node_avg': 2.9554294975688817, 'streets_per_node_counts': {0: 0, 1: 164, 2: 0, 3: 798, 4: 271, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13290113452188007, 2: 0.0, 3: 0.646677471636953, 4: 0.21961102106969205, 5: 0.0008103727714748784}, 'edge_length_total': 644386.6229999992, 'edge_length_avg': 180.55102913981486, 'street_length_total': 322297.8130000004, 'street_length_avg': 180.55899887955204, 'street_segments_count': 1785, 'node_density_km': 30.109277236978468, 'intersection_density_km': 26.10772013255021, 'edge_density_km': 15722.865056488898, 'street_density_km': 7863.982337511226, 'circuity_avg': 1.0443682219063963, 'self_loop_proportion': 0.0005603810591202018, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0443682219063963\n", - "2845\n", - "2997210.917996881\n", - "{'n': 340, 'm': 921, 'k_avg': 5.41764705882353, 'intersection_count': 290, 'streets_per_node_avg': 2.835294117647059, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 247, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14705882352941177, 2: 0.0, 3: 0.7264705882352941, 4: 0.12352941176470589, 5: 0.0029411764705882353}, 'edge_length_total': 60216.78900000009, 'edge_length_avg': 65.3819641693812, 'street_length_total': 32905.84900000002, 'street_length_avg': 69.2754715789474, 'street_segments_count': 475, 'node_density_km': 113.43879670211244, 'intersection_density_km': 96.75662071650767, 'edge_density_km': 20090.94142772062, 'street_density_km': 10978.82327947474, 'circuity_avg': 1.0697717628142869, 'self_loop_proportion': 0.002171552660152009, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0697717628142869\n", - "2846\n", - "3997145.4339395827\n", - "{'n': 56, 'm': 140, 'k_avg': 5.0, 'intersection_count': 45, 'streets_per_node_avg': 2.732142857142857, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 38, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19642857142857142, 2: 0.0, 3: 0.6785714285714286, 4: 0.125}, 'edge_length_total': 41386.82200000001, 'edge_length_avg': 295.6201571428572, 'street_length_total': 20693.411000000007, 'street_length_avg': 295.62015714285724, 'street_segments_count': 70, 'node_density_km': 14.009998116282313, 'intersection_density_km': 11.258034200584001, 'edge_density_km': 10354.094611766277, 'street_density_km': 5177.047305883139, 'circuity_avg': 1.1443689865245554, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1443689865245554\n", - "2847\n", - "4993251.235059287\n", - "{'n': 1122, 'm': 2823, 'k_avg': 5.032085561497326, 'intersection_count': 855, 'streets_per_node_avg': 2.620320855614973, 'streets_per_node_counts': {0: 0, 1: 267, 2: 0, 3: 751, 4: 100, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23796791443850268, 2: 0.0, 3: 0.6693404634581105, 4: 0.08912655971479501, 5: 0.0035650623885918}, 'edge_length_total': 160146.86799999952, 'edge_length_avg': 56.72931916400975, 'street_length_total': 80880.02199999997, 'street_length_avg': 56.16668194444442, 'street_segments_count': 1440, 'node_density_km': 224.70329394244428, 'intersection_density_km': 171.23111971549898, 'edge_density_km': 32072.663773766235, 'street_density_km': 16197.867520086767, 'circuity_avg': 1.0614931031320172, 'self_loop_proportion': 0.004250797024442083, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0614931031320172\n", - "2848\n", - "6989460.33255902\n", - "{'n': 31, 'm': 68, 'k_avg': 4.387096774193548, 'intersection_count': 20, 'streets_per_node_avg': 2.3225806451612905, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 19, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3548387096774194, 2: 0.0, 3: 0.6129032258064516, 4: 0.03225806451612903}, 'edge_length_total': 14087.636000000008, 'edge_length_avg': 207.17111764705894, 'street_length_total': 7043.818000000002, 'street_length_avg': 207.17111764705888, 'street_segments_count': 34, 'node_density_km': 4.435249436296623, 'intersection_density_km': 2.8614512492236273, 'edge_density_km': 2015.5541815403885, 'street_density_km': 1007.7770907701939, 'circuity_avg': 1.0926077887643155, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0926077887643155\n", - "2849\n", - "2999478.951016095\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 2.2857142857142856, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 3, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.42857142857142855, 2: 0.0, 3: 0.42857142857142855, 4: 0.14285714285714285}, 'edge_length_total': 9626.838, 'edge_length_avg': 687.6312857142857, 'street_length_total': 4813.419000000001, 'street_length_avg': 687.6312857142858, 'street_segments_count': 7, 'node_density_km': 2.3337386640532016, 'intersection_density_km': 1.3335649508875438, 'edge_density_km': 3209.503436168085, 'street_density_km': 1604.7517180840427, 'circuity_avg': 1.000030894784352, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.000030894784352\n", - "2850\n", - "5991566.903275431\n", - "{'n': 429, 'm': 1190, 'k_avg': 5.547785547785548, 'intersection_count': 360, 'streets_per_node_avg': 2.8414918414918415, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 291, 4: 68, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16083916083916083, 2: 0.0, 3: 0.6783216783216783, 4: 0.1585081585081585, 5: 0.002331002331002331}, 'edge_length_total': 117260.25600000027, 'edge_length_avg': 98.53803025210107, 'street_length_total': 58630.128000000026, 'street_length_avg': 98.53803025210088, 'street_segments_count': 595, 'node_density_km': 71.60063584794105, 'intersection_density_km': 60.08444966260788, 'edge_density_km': 19570.883191823694, 'street_density_km': 9785.441595911829, 'circuity_avg': 1.0331837494630274, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0331837494630274\n", - "2851\n", - "6996492.475569392\n", - "{'n': 69, 'm': 162, 'k_avg': 4.695652173913044, 'intersection_count': 53, 'streets_per_node_avg': 2.63768115942029, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 46, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2318840579710145, 2: 0.0, 3: 0.6666666666666666, 4: 0.10144927536231885}, 'edge_length_total': 43564.16399999999, 'edge_length_avg': 268.91459259259256, 'street_length_total': 21782.082000000006, 'street_length_avg': 268.91459259259267, 'street_segments_count': 81, 'node_density_km': 9.862084500331662, 'intersection_density_km': 7.575224326341711, 'edge_density_km': 6226.57197904792, 'street_density_km': 3113.2859895239617, 'circuity_avg': 1.0581344407044435, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0581344407044435\n", - "2852\n", - "9986412.770828241\n", - "{'n': 229, 'm': 604, 'k_avg': 5.275109170305677, 'intersection_count': 194, 'streets_per_node_avg': 2.8078602620087336, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 168, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15283842794759825, 2: 0.0, 3: 0.7336244541484717, 4: 0.11353711790393013}, 'edge_length_total': 124518.88999999997, 'edge_length_avg': 206.15710264900656, 'street_length_total': 62259.44499999998, 'street_length_avg': 206.15710264900656, 'street_segments_count': 302, 'node_density_km': 22.931157088653713, 'intersection_density_km': 19.426395088204455, 'edge_density_km': 12468.830686003455, 'street_density_km': 6234.415343001727, 'circuity_avg': 1.0397814099526852, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397814099526852\n", - "2853\n", - "8989854.462523796\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 587, 'm': 1397, 'k_avg': 4.759795570698467, 'intersection_count': 418, 'streets_per_node_avg': 2.4821124361158433, 'streets_per_node_counts': {0: 0, 1: 169, 2: 1, 3: 382, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2879045996592845, 2: 0.0017035775127768314, 3: 0.6507666098807495, 4: 0.059625212947189095}, 'edge_length_total': 124977.93700000027, 'edge_length_avg': 89.46165855404458, 'street_length_total': 62875.855000000025, 'street_length_avg': 88.9333168316832, 'street_segments_count': 707, 'node_density_km': 65.29582903116393, 'intersection_density_km': 46.496859514525596, 'edge_density_km': 13902.109040919242, 'street_density_km': 6994.090422944218, 'circuity_avg': 1.1176964679509018, 'self_loop_proportion': 0.0014316392269148174, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1176964679509018\n", - "2854\n", - "10997128.241279244\n", - "{'n': 367, 'm': 936, 'k_avg': 5.100817438692098, 'intersection_count': 291, 'streets_per_node_avg': 2.697547683923706, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 250, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20708446866485014, 2: 0.0, 3: 0.6811989100817438, 4: 0.11171662125340599}, 'edge_length_total': 117599.19100000005, 'edge_length_avg': 125.64016132478638, 'street_length_total': 59211.02499999996, 'street_length_avg': 122.08458762886589, 'street_segments_count': 485, 'node_density_km': 33.37234884853072, 'intersection_density_km': 26.46145371913471, 'edge_density_km': 10693.62731977383, 'street_density_km': 5384.226108934801, 'circuity_avg': 1.044631269345711, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044631269345711\n", - "2855\n", - "11982334.488966838\n", - "{'n': 448, 'm': 1098, 'k_avg': 4.901785714285714, 'intersection_count': 342, 'streets_per_node_avg': 2.5870535714285716, 'streets_per_node_counts': {0: 0, 1: 106, 2: 0, 3: 315, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23660714285714285, 2: 0.0, 3: 0.703125, 4: 0.060267857142857144}, 'edge_length_total': 156036.79200000016, 'edge_length_avg': 142.11001092896188, 'street_length_total': 78018.39599999995, 'street_length_avg': 142.11001092896166, 'street_segments_count': 549, 'node_density_km': 37.388373727382756, 'intersection_density_km': 28.542017443671657, 'edge_density_km': 13022.236371691726, 'street_density_km': 6511.118185845852, 'circuity_avg': 1.0499266648678558, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0499266648678558\n", - "2856\n", - "27995039.894071348\n", - "error with entry 2856\n", - "2857\n", - "12992282.746196456\n", - "{'n': 116, 'm': 262, 'k_avg': 4.517241379310345, 'intersection_count': 78, 'streets_per_node_avg': 2.4741379310344827, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 63, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3275862068965517, 2: 0.0, 3: 0.5431034482758621, 4: 0.12931034482758622}, 'edge_length_total': 80067.35599999993, 'edge_length_avg': 305.600595419847, 'street_length_total': 40033.678, 'street_length_avg': 305.6005954198473, 'street_segments_count': 131, 'node_density_km': 8.928377119406477, 'intersection_density_km': 6.003563925118149, 'edge_density_km': 6162.685770015279, 'street_density_km': 3081.342885007642, 'circuity_avg': 1.0439918238978092, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0439918238978092\n", - "2858\n", - "6996446.47078336\n", - "{'n': 813, 'm': 2264, 'k_avg': 5.56949569495695, 'intersection_count': 713, 'streets_per_node_avg': 2.9323493234932347, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 575, 4: 132, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12300123001230012, 2: 0.0, 3: 0.7072570725707257, 4: 0.16236162361623616, 5: 0.006150061500615006, 6: 0.0012300123001230013}, 'edge_length_total': 180663.11299999987, 'edge_length_avg': 79.7981947879858, 'street_length_total': 92663.38900000007, 'street_length_avg': 79.26722754491024, 'street_segments_count': 1169, 'node_density_km': 116.20184666530751, 'intersection_density_km': 101.908876595774, 'edge_density_km': 25822.1246677775, 'street_density_km': 13244.350455185426, 'circuity_avg': 1.0507582087771656, 'self_loop_proportion': 0.00265017667844523, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0507582087771656\n", - "2859\n", - "24990489.35349585\n", - "{'n': 886, 'm': 2482, 'k_avg': 5.602708803611738, 'intersection_count': 739, 'streets_per_node_avg': 2.8363431151241536, 'streets_per_node_counts': {0: 0, 1: 147, 2: 0, 3: 590, 4: 149}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16591422121896163, 2: 0.0, 3: 0.6659142212189616, 4: 0.16817155756207675}, 'edge_length_total': 379379.7059999991, 'edge_length_avg': 152.85241982272325, 'street_length_total': 189689.85299999965, 'street_length_avg': 152.85241982272333, 'street_segments_count': 1241, 'node_density_km': 35.45348742344895, 'intersection_density_km': 29.571249668091166, 'edge_density_km': 15180.9634710866, 'street_density_km': 7590.481735543304, 'circuity_avg': 1.0288778891681019, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0288778891681019\n", - "2860\n", - "100846424.04941717\n", - "{'n': 4180, 'm': 9375, 'k_avg': 4.485645933014354, 'intersection_count': 2639, 'streets_per_node_avg': 2.309090909090909, 'streets_per_node_counts': {0: 0, 1: 1541, 2: 1, 3: 2448, 4: 186, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3686602870813397, 2: 0.00023923444976076556, 3: 0.5856459330143541, 4: 0.04449760765550239, 5: 0.0007177033492822966, 6: 0.00023923444976076556}, 'edge_length_total': 820593.8790000008, 'edge_length_avg': 87.53001376000009, 'street_length_total': 414306.525, 'street_length_avg': 86.80212130735387, 'street_segments_count': 4773, 'node_density_km': 41.44916430503971, 'intersection_density_km': 26.16850349306215, 'edge_density_km': 8137.064717316006, 'street_density_km': 4108.291681190201, 'circuity_avg': 1.0550628362441106, 'self_loop_proportion': 0.0014933333333333333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0550628362441106\n", - "2861\n", - "7987631.977607537\n", - "{'n': 396, 'm': 974, 'k_avg': 4.91919191919192, 'intersection_count': 273, 'streets_per_node_avg': 2.4873737373737375, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 231, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3106060606060606, 2: 0.0, 3: 0.5833333333333334, 4: 0.10353535353535354, 5: 0.0025252525252525255}, 'edge_length_total': 111320.02199999997, 'edge_length_avg': 114.29160369609853, 'street_length_total': 55660.01099999995, 'street_length_avg': 114.29160369609845, 'street_segments_count': 487, 'node_density_km': 49.57664563291639, 'intersection_density_km': 34.17783903481357, 'edge_density_km': 13936.548693289027, 'street_density_km': 6968.274346644509, 'circuity_avg': 1.0689196312604516, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0689196312604516\n", - "2862\n", - "7994094.527277136\n", - "{'n': 344, 'm': 922, 'k_avg': 5.3604651162790695, 'intersection_count': 295, 'streets_per_node_avg': 2.9040697674418605, 'streets_per_node_counts': {0: 0, 1: 49, 2: 3, 3: 225, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14244186046511628, 2: 0.00872093023255814, 3: 0.6540697674418605, 4: 0.19186046511627908, 5: 0.0029069767441860465}, 'edge_length_total': 102405.94700000003, 'edge_length_avg': 111.06935683297183, 'street_length_total': 55076.08799999996, 'street_length_avg': 113.7935702479338, 'street_segments_count': 484, 'node_density_km': 43.031765364572145, 'intersection_density_km': 36.902240646944136, 'edge_density_km': 12810.199660583756, 'street_density_km': 6889.596790739901, 'circuity_avg': 1.0675165755898923, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0675165755898923\n", - "2863\n", - "19997222.66557024\n", - "error with entry 2863\n", - "2864\n", - "19983481.379913624\n", - "{'n': 573, 'm': 1637, 'k_avg': 5.713787085514834, 'intersection_count': 479, 'streets_per_node_avg': 2.945898778359511, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 324, 4: 153, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16404886561954624, 2: 0.0, 3: 0.5654450261780105, 4: 0.2670157068062827, 5: 0.0034904013961605585}, 'edge_length_total': 287206.8959999997, 'edge_length_avg': 175.44709590714706, 'street_length_total': 144131.36100000006, 'street_length_avg': 174.91670024271852, 'street_segments_count': 824, 'node_density_km': 28.67368248337101, 'intersection_density_km': 23.969797398838942, 'edge_density_km': 14372.215258182463, 'street_density_km': 7212.52509809795, 'circuity_avg': 1.0502992140509433, 'self_loop_proportion': 0.004886988393402566, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0502992140509433\n", - "2865\n", - "10984162.385587828\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 541, 'm': 1426, 'k_avg': 5.271719038817006, 'intersection_count': 449, 'streets_per_node_avg': 2.770794824399261, 'streets_per_node_counts': {0: 0, 1: 92, 2: 0, 3: 389, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17005545286506468, 2: 0.0, 3: 0.7190388170055453, 4: 0.11090573012939002}, 'edge_length_total': 190335.148, 'edge_length_avg': 133.47485834502103, 'street_length_total': 95354.326, 'street_length_avg': 132.43656388888888, 'street_segments_count': 720, 'node_density_km': 49.25273143356282, 'intersection_density_km': 40.87703588478689, 'edge_density_km': 17328.144042165306, 'street_density_km': 8681.073954725318, 'circuity_avg': 1.0326921344882314, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0326921344882314\n", - "2866\n", - "121994687.62111574\n", - "error with entry 2866\n", - "2867\n", - "6998436.435696302\n", - "{'n': 6, 'm': 12, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 3, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5, 4: 0.16666666666666666}, 'edge_length_total': 5197.5419999999995, 'edge_length_avg': 433.1285, 'street_length_total': 2598.7709999999997, 'street_length_avg': 433.1285, 'street_segments_count': 6, 'node_density_km': 0.8573343567709402, 'intersection_density_km': 0.5715562378472934, 'edge_density_km': 742.6718878933242, 'street_density_km': 371.3359439466621, 'circuity_avg': 1.0845363886420254, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0845363886420254\n", - "2868\n", - "13982667.099612052\n", - "{'n': 923, 'm': 2077, 'k_avg': 4.500541711809317, 'intersection_count': 613, 'streets_per_node_avg': 2.3759479956663054, 'streets_per_node_counts': {0: 0, 1: 310, 2: 0, 3: 571, 4: 40, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3358613217768147, 2: 0.0, 3: 0.6186348862405201, 4: 0.04333694474539545, 5: 0.0021668472372697724}, 'edge_length_total': 215204.1230000001, 'edge_length_avg': 103.6129624458354, 'street_length_total': 109168.70699999988, 'street_length_avg': 102.0268289719625, 'street_segments_count': 1070, 'node_density_km': 66.01029642088874, 'intersection_density_km': 43.8399910140897, 'edge_density_km': 15390.777844233375, 'street_density_km': 7807.430887275344, 'circuity_avg': 1.0930721479316923, 'self_loop_proportion': 0.0019258545979778526, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0930721479316923\n", - "2869\n", - "10998312.39042476\n", - "{'n': 102, 'm': 252, 'k_avg': 4.9411764705882355, 'intersection_count': 73, 'streets_per_node_avg': 2.676470588235294, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 48, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28431372549019607, 2: 0.0, 3: 0.47058823529411764, 4: 0.24509803921568626}, 'edge_length_total': 73306.052, 'edge_length_avg': 290.89703174603176, 'street_length_total': 36653.02600000001, 'street_length_avg': 290.89703174603187, 'street_segments_count': 126, 'node_density_km': 9.274150104047074, 'intersection_density_km': 6.637381937210161, 'edge_density_km': 6665.209115520393, 'street_density_km': 3332.604557760198, 'circuity_avg': 1.0442145715960836, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0442145715960836\n", - "2870\n", - "3994593.448431695\n", - "{'n': 161, 'm': 394, 'k_avg': 4.894409937888199, 'intersection_count': 122, 'streets_per_node_avg': 2.590062111801242, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 110, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2422360248447205, 2: 0.0, 3: 0.6832298136645962, 4: 0.07453416149068323}, 'edge_length_total': 47810.11800000003, 'edge_length_avg': 121.34547715736049, 'street_length_total': 23972.866000000005, 'street_length_avg': 119.86433000000002, 'street_segments_count': 200, 'node_density_km': 40.304477058412466, 'intersection_density_km': 30.5412807523374, 'edge_density_km': 11968.706857708039, 'street_density_km': 6001.328122493146, 'circuity_avg': 1.129998542344036, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.129998542344036\n", - "2871\n", - "7988371.088571051\n", - "{'n': 945, 'm': 2624, 'k_avg': 5.553439153439154, 'intersection_count': 837, 'streets_per_node_avg': 2.943915343915344, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 691, 4: 131, 5: 13, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11428571428571428, 2: 0.0, 3: 0.7312169312169312, 4: 0.13862433862433862, 5: 0.013756613756613757, 6: 0.0021164021164021165}, 'edge_length_total': 203158.2389999993, 'edge_length_avg': 77.42310937499974, 'street_length_total': 105437.82400000004, 'street_length_avg': 76.90577972283008, 'street_segments_count': 1371, 'node_density_km': 118.29695810601612, 'intersection_density_km': 104.77730575104285, 'edge_density_km': 25431.747817857067, 'street_density_km': 13198.91412541535, 'circuity_avg': 1.0657046885646453, 'self_loop_proportion': 0.0022865853658536584, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0657046885646453\n", - "2872\n", - "14976784.500339732\n", - "{'n': 651, 'm': 1711, 'k_avg': 5.256528417818741, 'intersection_count': 515, 'streets_per_node_avg': 2.7112135176651306, 'streets_per_node_counts': {0: 0, 1: 136, 2: 0, 3: 432, 4: 82, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20890937019969277, 2: 0.0, 3: 0.663594470046083, 4: 0.1259600614439324, 5: 0.0015360983102918587}, 'edge_length_total': 241864.61000000004, 'edge_length_avg': 141.35862653419056, 'street_length_total': 122176.71999999994, 'street_length_avg': 142.06595348837203, 'street_segments_count': 860, 'node_density_km': 43.46727429944878, 'intersection_density_km': 34.38655340125364, 'edge_density_km': 16149.30160706483, 'street_density_km': 8157.740401300994, 'circuity_avg': 1.0325269942898023, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0325269942898023\n", - "2873\n", - "13979728.10670026\n", - "{'n': 936, 'm': 2262, 'k_avg': 4.833333333333333, 'intersection_count': 697, 'streets_per_node_avg': 2.5619658119658117, 'streets_per_node_counts': {0: 0, 1: 239, 2: 0, 3: 629, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2553418803418803, 2: 0.0, 3: 0.6720085470085471, 4: 0.07264957264957266}, 'edge_length_total': 249752.94599999939, 'edge_length_avg': 110.41244297082201, 'street_length_total': 125854.75600000001, 'street_length_avg': 109.1541682567216, 'street_segments_count': 1153, 'node_density_km': 66.95409187188628, 'intersection_density_km': 49.857908156735824, 'edge_density_km': 17865.365055297232, 'street_density_km': 9002.661213395118, 'circuity_avg': 1.0530677061979439, 'self_loop_proportion': 0.0008841732979664014, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0530677061979439\n", - "2874\n", - "6993952.478778832\n", - "{'n': 53, 'm': 134, 'k_avg': 5.056603773584905, 'intersection_count': 36, 'streets_per_node_avg': 2.641509433962264, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 21, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32075471698113206, 2: 0.0, 3: 0.39622641509433965, 4: 0.2830188679245283}, 'edge_length_total': 29453.86200000001, 'edge_length_avg': 219.80494029850752, 'street_length_total': 14726.930999999999, 'street_length_avg': 219.80494029850743, 'street_segments_count': 67, 'node_density_km': 7.5779754238842045, 'intersection_density_km': 5.147304061506252, 'edge_density_km': 4211.33287499013, 'street_density_km': 2105.6664374950647, 'circuity_avg': 1.0120683843659695, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0120683843659695\n", - "2875\n", - "17976171.699317012\n", - "error with entry 2875\n", - "2876\n", - "7988095.865633486\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 726.774, 'edge_length_avg': 363.387, 'street_length_total': 363.387, 'street_length_avg': 363.387, 'street_segments_count': 1, 'node_density_km': 0.2503725585723667, 'intersection_density_km': 0.2503725585723667, 'edge_density_km': 90.9821329419366, 'street_density_km': 45.4910664709683, 'circuity_avg': 1.00231404297146, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.00231404297146\n", - "2877\n", - "13997277.145308904\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 9, 'm': 18, 'k_avg': 4.0, 'intersection_count': 5, 'streets_per_node_avg': 2.2222222222222223, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4444444444444444, 2: 0.0, 3: 0.4444444444444444, 4: 0.1111111111111111}, 'edge_length_total': 16256.772000000004, 'edge_length_avg': 903.1540000000002, 'street_length_total': 8128.386, 'street_length_avg': 903.154, 'street_segments_count': 9, 'node_density_km': 0.6429821962206621, 'intersection_density_km': 0.3572123312337012, 'edge_density_km': 1161.4238848909522, 'street_density_km': 580.711942445476, 'circuity_avg': 1.1345470643047784, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1345470643047784\n", - "2878\n", - "4998192.080897501\n", - "{'n': 38, 'm': 100, 'k_avg': 5.2631578947368425, 'intersection_count': 33, 'streets_per_node_avg': 2.8947368421052633, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 27, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13157894736842105, 2: 0.0, 3: 0.7105263157894737, 4: 0.15789473684210525}, 'edge_length_total': 18534.40200000001, 'edge_length_avg': 185.34402000000009, 'street_length_total': 9267.201000000001, 'street_length_avg': 185.34402000000003, 'street_segments_count': 50, 'node_density_km': 7.602749031040945, 'intersection_density_km': 6.602387316430295, 'edge_density_km': 3708.2212328006167, 'street_density_km': 1854.1106164003077, 'circuity_avg': 1.0080279556530114, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0080279556530114\n", - "2879\n", - "5990884.76312126\n", - "{'n': 226, 'm': 534, 'k_avg': 4.725663716814159, 'intersection_count': 172, 'streets_per_node_avg': 2.566371681415929, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 162, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23893805309734514, 2: 0.0, 3: 0.7168141592920354, 4: 0.04424778761061947}, 'edge_length_total': 57760.815000000024, 'edge_length_avg': 108.16632022471914, 'street_length_total': 29449.724999999988, 'street_length_avg': 104.06263250883387, 'street_segments_count': 283, 'node_density_km': 37.72397716464398, 'intersection_density_km': 28.710283505835243, 'edge_density_km': 9641.449849872683, 'street_density_km': 4915.75554604002, 'circuity_avg': 1.1429162817258751, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1429162817258751\n", - "2880\n", - "15975354.372429993\n", - "{'n': 1293, 'm': 3061, 'k_avg': 4.734725444702243, 'intersection_count': 930, 'streets_per_node_avg': 2.4941995359628772, 'streets_per_node_counts': {0: 0, 1: 363, 2: 0, 3: 858, 4: 72}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28074245939675174, 2: 0.0, 3: 0.6635730858468677, 4: 0.05568445475638051}, 'edge_length_total': 293171.0969999997, 'edge_length_avg': 95.77624861156475, 'street_length_total': 148204.77499999994, 'street_length_avg': 94.88141805377717, 'street_segments_count': 1562, 'node_density_km': 80.93717171191133, 'intersection_density_km': 58.214671068892144, 'edge_density_km': 18351.46126748522, 'street_density_km': 9277.088416628136, 'circuity_avg': 1.0439674334005442, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0439674334005442\n", - "2881\n", - "5991225.011836988\n", - "{'n': 424, 'm': 1035, 'k_avg': 4.882075471698113, 'intersection_count': 339, 'streets_per_node_avg': 2.6320754716981134, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 325, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20047169811320756, 2: 0.0, 3: 0.7665094339622641, 4: 0.0330188679245283}, 'edge_length_total': 127976.13600000004, 'edge_length_avg': 123.64844057971018, 'street_length_total': 64105.04000000005, 'street_length_avg': 123.27892307692318, 'street_segments_count': 520, 'node_density_km': 70.7701678975993, 'intersection_density_km': 56.58275216341076, 'edge_density_km': 21360.595829259444, 'street_density_km': 10699.82180160925, 'circuity_avg': 1.0634764338422842, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0634764338422842\n", - "2882\n", - "4997944.789133775\n", - "error with entry 2882\n", - "2883\n", - "16974954.46313179\n", - "{'n': 1147, 'm': 2876, 'k_avg': 5.014821272885789, 'intersection_count': 882, 'streets_per_node_avg': 2.6198779424585874, 'streets_per_node_counts': {0: 0, 1: 265, 2: 0, 3: 791, 4: 88, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23103748910200522, 2: 0.0, 3: 0.6896251089799477, 4: 0.07672188317349608, 5: 0.0026155187445510027}, 'edge_length_total': 282559.5079999996, 'edge_length_avg': 98.24739499304576, 'street_length_total': 144565.93000000023, 'street_length_avg': 97.54786099865062, 'street_segments_count': 1482, 'node_density_km': 67.57013707996626, 'intersection_density_km': 51.95890227073256, 'edge_density_km': 16645.67104516809, 'street_density_km': 8516.425202434893, 'circuity_avg': 1.1061557834180515, 'self_loop_proportion': 0.0034770514603616135, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1061557834180515\n", - "2884\n", - "4994928.885812093\n", - "{'n': 250, 'm': 594, 'k_avg': 4.752, 'intersection_count': 174, 'streets_per_node_avg': 2.488, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 150, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.304, 2: 0.0, 3: 0.6, 4: 0.096}, 'edge_length_total': 64245.77599999998, 'edge_length_avg': 108.15787205387203, 'street_length_total': 32300.701999999997, 'street_length_avg': 106.2523092105263, 'street_segments_count': 304, 'node_density_km': 50.050762626494155, 'intersection_density_km': 34.83533078803993, 'edge_density_km': 12862.200337323658, 'street_density_km': 6466.6990738845, 'circuity_avg': 1.0657306371362405, 'self_loop_proportion': 0.003367003367003367, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0657306371362405\n", - "2885\n", - "19968816.794592667\n", - "{'n': 3278, 'm': 8809, 'k_avg': 5.374618669920683, 'intersection_count': 2764, 'streets_per_node_avg': 2.850823672971324, 'streets_per_node_counts': {0: 0, 1: 514, 2: 1, 3: 2240, 4: 506, 5: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15680292861500916, 2: 0.0003050640634533252, 3: 0.6833435021354485, 4: 0.15436241610738255, 5: 0.005186089078706529}, 'edge_length_total': 598749.778000003, 'edge_length_avg': 67.97023248949971, 'street_length_total': 319077.8019999997, 'street_length_avg': 69.07941156094385, 'street_segments_count': 4619, 'node_density_km': 164.15594542825622, 'intersection_density_km': 138.41581243554003, 'edge_density_km': 29984.239134395673, 'street_density_km': 15978.803615765677, 'circuity_avg': 1.0509723581309895, 'self_loop_proportion': 0.0011352026336701102, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0509723581309895\n", - "2886\n", - "4999614.086224218\n", - "{'n': 8, 'm': 14, 'k_avg': 3.5, 'intersection_count': 4, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 3686.8359999999993, 'edge_length_avg': 263.3454285714285, 'street_length_total': 1843.4180000000001, 'street_length_avg': 263.3454285714286, 'street_segments_count': 7, 'node_density_km': 1.6001235019404703, 'intersection_density_km': 0.8000617509702351, 'edge_density_km': 737.4241164250243, 'street_density_km': 368.71205821251226, 'circuity_avg': 1.132528812977703, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.132528812977703\n", - "2887\n", - "9996147.24505389\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 4, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.4, 4: 0.4}, 'edge_length_total': 13139.980000000001, 'edge_length_avg': 1642.4975000000002, 'street_length_total': 6569.99, 'street_length_avg': 1642.4975, 'street_segments_count': 4, 'node_density_km': 0.5001927119945145, 'intersection_density_km': 0.4001541695956117, 'edge_density_km': 1314.5044463507363, 'street_density_km': 657.2522231753682, 'circuity_avg': 1.0780283194433726, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0780283194433726\n", - "2888\n", - "8997686.421494478\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 2888\n", - "2889\n", - "86922365.80936137\n", - "{'n': 331, 'm': 764, 'k_avg': 4.61631419939577, 'intersection_count': 229, 'streets_per_node_avg': 2.4410876132930515, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 210, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3081570996978852, 2: 0.0, 3: 0.6344410876132931, 4: 0.05740181268882175}, 'edge_length_total': 266925.4059999998, 'edge_length_avg': 349.3788036649212, 'street_length_total': 134033.27700000003, 'street_length_avg': 345.44659020618565, 'street_segments_count': 388, 'node_density_km': 3.8079957548089647, 'intersection_density_km': 2.634534827345175, 'edge_density_km': 3070.8483773373373, 'street_density_km': 1541.9883680336382, 'circuity_avg': 1.0629074702363304, 'self_loop_proportion': 0.0013089005235602095, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0629074702363304\n", - "2890\n", - "11981374.755571144\n", - "{'n': 573, 'm': 1408, 'k_avg': 4.9144851657940665, 'intersection_count': 436, 'streets_per_node_avg': 2.5794066317626525, 'streets_per_node_counts': {0: 0, 1: 137, 2: 0, 3: 403, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23909249563699825, 2: 0.0, 3: 0.7033158813263525, 4: 0.05759162303664921}, 'edge_length_total': 166370.862, 'edge_length_avg': 118.16112357954545, 'street_length_total': 83185.431, 'street_length_avg': 118.16112357954545, 'street_segments_count': 704, 'node_density_km': 47.824228161594256, 'intersection_density_km': 36.38981409852547, 'edge_density_km': 13885.79068713632, 'street_density_km': 6942.89534356816, 'circuity_avg': 1.0522721870509766, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0522721870509766\n", - "2891\n", - "37954921.78027534\n", - "{'n': 1434, 'm': 3180, 'k_avg': 4.435146443514644, 'intersection_count': 900, 'streets_per_node_avg': 2.3242677824267783, 'streets_per_node_counts': {0: 0, 1: 534, 2: 0, 3: 801, 4: 99}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3723849372384937, 2: 0.0, 3: 0.5585774058577406, 4: 0.06903765690376569}, 'edge_length_total': 387441.7750000001, 'edge_length_avg': 121.83703616352204, 'street_length_total': 195950.9839999998, 'street_length_avg': 120.14162109135486, 'street_segments_count': 1631, 'node_density_km': 37.781661316589265, 'intersection_density_km': 23.712339738445145, 'edge_density_km': 10207.945552962472, 'street_density_km': 5162.729227434027, 'circuity_avg': 1.050279514835822, 'self_loop_proportion': 0.0006289308176100629, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050279514835822\n", - "2892\n", - "16978590.512346342\n", - "{'n': 481, 'm': 1086, 'k_avg': 4.515592515592515, 'intersection_count': 311, 'streets_per_node_avg': 2.397089397089397, 'streets_per_node_counts': {0: 0, 1: 170, 2: 0, 3: 261, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35343035343035345, 2: 0.0, 3: 0.5426195426195426, 4: 0.10395010395010396}, 'edge_length_total': 188508.11899999972, 'edge_length_avg': 173.58022007366455, 'street_length_total': 94370.83900000004, 'street_length_avg': 172.84036446886452, 'street_segments_count': 546, 'node_density_km': 28.32979567121491, 'intersection_density_km': 18.317185974527728, 'edge_density_km': 11102.695412962697, 'street_density_km': 5558.22575091709, 'circuity_avg': 1.0608250066569425, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0608250066569425\n", - "2893\n", - "7987964.092497528\n", - "{'n': 323, 'm': 812, 'k_avg': 5.027863777089784, 'intersection_count': 248, 'streets_per_node_avg': 2.6006191950464395, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 227, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23219814241486067, 2: 0.0, 3: 0.7027863777089783, 4: 0.06501547987616099}, 'edge_length_total': 98189.16599999997, 'edge_length_avg': 120.92261822660095, 'street_length_total': 49275.067999999985, 'street_length_avg': 120.47693887530559, 'street_segments_count': 409, 'node_density_km': 40.43583524660166, 'intersection_density_km': 31.046709415347408, 'edge_density_km': 12292.139131198825, 'street_density_km': 6168.664183941465, 'circuity_avg': 1.084678954198435, 'self_loop_proportion': 0.0024630541871921183, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084678954198435\n", - "2894\n", - "65976845.291601926\n", - "{'n': 647, 'm': 1656, 'k_avg': 5.1190108191653785, 'intersection_count': 500, 'streets_per_node_avg': 2.6476043276661514, 'streets_per_node_counts': {0: 0, 1: 147, 2: 0, 3: 434, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22720247295208656, 2: 0.0, 3: 0.6707882534775889, 4: 0.10200927357032458}, 'edge_length_total': 327609.1080000003, 'edge_length_avg': 197.83158695652193, 'street_length_total': 166627.62499999985, 'street_length_avg': 198.13035077288924, 'street_segments_count': 841, 'node_density_km': 9.806470696505937, 'intersection_density_km': 7.578416303327617, 'edge_density_km': 4965.516410371641, 'street_density_km': 2525.5470197695186, 'circuity_avg': 1.0404252841368744, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0404252841368744\n", - "2895\n", - "25985482.19231591\n", - "{'n': 454, 'm': 1282, 'k_avg': 5.647577092511013, 'intersection_count': 390, 'streets_per_node_avg': 2.9008810572687223, 'streets_per_node_counts': {0: 0, 1: 64, 2: 1, 3: 305, 4: 84}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14096916299559473, 2: 0.0022026431718061676, 3: 0.6718061674008811, 4: 0.18502202643171806}, 'edge_length_total': 225732.05400000003, 'edge_length_avg': 176.0780452418097, 'street_length_total': 114711.51800000005, 'street_length_avg': 176.47925846153854, 'street_segments_count': 650, 'node_density_km': 17.471294034106897, 'intersection_density_km': 15.008380337668921, 'edge_density_km': 8686.852617526205, 'street_density_km': 4414.446387834245, 'circuity_avg': 1.0268190899792415, 'self_loop_proportion': 0.0015600624024961, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0268190899792415\n", - "2896\n", - "4992209.904647818\n", - "{'n': 59, 'm': 166, 'k_avg': 5.627118644067797, 'intersection_count': 48, 'streets_per_node_avg': 2.8813559322033897, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 33, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1864406779661017, 2: 0.0, 3: 0.559322033898305, 4: 0.2542372881355932}, 'edge_length_total': 36110.70200000003, 'edge_length_avg': 217.53434939759052, 'street_length_total': 18055.351000000002, 'street_length_avg': 217.5343493975904, 'street_segments_count': 83, 'node_density_km': 11.81841331332446, 'intersection_density_km': 9.614980322704644, 'edge_density_km': 7233.410191021907, 'street_density_km': 3616.705095510951, 'circuity_avg': 1.0395887438168796, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0395887438168796\n", - "2897\n", - "9985425.170933314\n", - "{'n': 686, 'm': 1691, 'k_avg': 4.930029154518951, 'intersection_count': 549, 'streets_per_node_avg': 2.7186588921282797, 'streets_per_node_counts': {0: 0, 1: 137, 2: 0, 3: 473, 4: 72, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19970845481049562, 2: 0.0, 3: 0.6895043731778425, 4: 0.10495626822157435, 5: 0.004373177842565598, 6: 0.0014577259475218659}, 'edge_length_total': 190848.9430000001, 'edge_length_avg': 112.8615866351272, 'street_length_total': 99298.50400000006, 'street_length_avg': 111.57135280898883, 'street_segments_count': 890, 'node_density_km': 68.70012926408833, 'intersection_density_km': 54.980132603475944, 'edge_density_km': 19112.750807601507, 'street_density_km': 9944.344111560637, 'circuity_avg': 1.06744978276601, 'self_loop_proportion': 0.0035481963335304554, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06744978276601\n", - "2898\n", - "39937706.418803364\n", - "{'n': 3802, 'm': 10662, 'k_avg': 5.608627038400842, 'intersection_count': 3482, 'streets_per_node_avg': 3.015255128879537, 'streets_per_node_counts': {0: 0, 1: 320, 2: 6, 3: 2791, 4: 666, 5: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08416622830089426, 2: 0.0015781167806417674, 3: 0.7340873224618621, 4: 0.1751709626512362, 5: 0.004997369805365597}, 'edge_length_total': 864110.8970000029, 'edge_length_avg': 81.04585415494306, 'street_length_total': 459099.3970000005, 'street_length_avg': 80.8985721585904, 'street_segments_count': 5675, 'node_density_km': 95.19825600725916, 'intersection_density_km': 87.1857778583052, 'edge_density_km': 21636.46775151726, 'street_density_km': 11495.387145813876, 'circuity_avg': 1.0426526801462437, 'self_loop_proportion': 0.0011254924029262803, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0426526801462437\n", - "2899\n", - "8998509.864721905\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 0, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.0, 4: 0.5}, 'edge_length_total': 566.748, 'edge_length_avg': 283.374, 'street_length_total': 283.374, 'street_length_avg': 283.374, 'street_segments_count': 1, 'node_density_km': 0.22225902177880305, 'intersection_density_km': 0.11112951088940153, 'edge_density_km': 62.98242803754654, 'street_density_km': 31.49121401877327, 'circuity_avg': 1.0740814362309368, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0740814362309368\n", - "2900\n", - "4992137.4487730125\n", - "{'n': 241, 'm': 655, 'k_avg': 5.435684647302905, 'intersection_count': 211, 'streets_per_node_avg': 2.9502074688796682, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 164, 4: 46, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12448132780082988, 2: 0.0, 3: 0.6804979253112033, 4: 0.1908713692946058, 5: 0.004149377593360996}, 'edge_length_total': 64286.06999999997, 'edge_length_avg': 98.14667175572515, 'street_length_total': 33671.20299999999, 'street_length_avg': 99.61894378698221, 'street_segments_count': 338, 'node_density_km': 48.27591436995269, 'intersection_density_km': 42.26646444838181, 'edge_density_km': 12877.463943986651, 'street_density_km': 6744.84694091823, 'circuity_avg': 1.0195225441117128, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0195225441117128\n", - "2901\n", - "7987265.964069404\n", - "{'n': 303, 'm': 789, 'k_avg': 5.207920792079208, 'intersection_count': 254, 'streets_per_node_avg': 2.782178217821782, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 222, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1617161716171617, 2: 0.0, 3: 0.7326732673267327, 4: 0.10561056105610561}, 'edge_length_total': 109960.80099999989, 'edge_length_avg': 139.36730164765513, 'street_length_total': 55991.00999999997, 'street_length_avg': 138.591608910891, 'street_segments_count': 404, 'node_density_km': 37.93538381757174, 'intersection_density_km': 31.80061877776641, 'edge_density_km': 13767.013831097764, 'street_density_km': 7010.034503905928, 'circuity_avg': 1.0380546148376142, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0380546148376142\n", - "2902\n", - "3993712.097383606\n", - "{'n': 230, 'm': 496, 'k_avg': 4.3130434782608695, 'intersection_count': 185, 'streets_per_node_avg': 2.6913043478260867, 'streets_per_node_counts': {0: 0, 1: 45, 2: 2, 3: 163, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1956521739130435, 2: 0.008695652173913044, 3: 0.7086956521739131, 4: 0.08260869565217391, 5: 0.004347826086956522}, 'edge_length_total': 53158.37499999992, 'edge_length_avg': 107.17414314516112, 'street_length_total': 32293.797999999995, 'street_length_avg': 107.28836544850496, 'street_segments_count': 301, 'node_density_km': 57.59053091250106, 'intersection_density_km': 46.32281834266389, 'edge_density_km': 13310.51755954704, 'street_density_km': 8086.160747830716, 'circuity_avg': 1.1283619422800677, 'self_loop_proportion': 0.012096774193548387, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1283619422800677\n", - "2903\n", - "9990340.397881988\n", - "{'n': 792, 'm': 1940, 'k_avg': 4.898989898989899, 'intersection_count': 589, 'streets_per_node_avg': 2.606060606060606, 'streets_per_node_counts': {0: 0, 1: 203, 2: 0, 3: 497, 4: 90, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2563131313131313, 2: 0.0, 3: 0.6275252525252525, 4: 0.11363636363636363, 5: 0.0025252525252525255}, 'edge_length_total': 168654.29100000008, 'edge_length_avg': 86.9352015463918, 'street_length_total': 86745.68200000009, 'street_length_avg': 85.46372610837447, 'street_segments_count': 1015, 'node_density_km': 79.27657802009516, 'intersection_density_km': 58.95695006797481, 'edge_density_km': 16881.736185461286, 'street_density_km': 8682.955589620418, 'circuity_avg': 1.0958340181835389, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0958340181835389\n", - "2904\n", - "12997446.258144319\n", - "{'n': 358, 'm': 957, 'k_avg': 5.346368715083799, 'intersection_count': 298, 'streets_per_node_avg': 2.8324022346368714, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 239, 4: 58, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16759776536312848, 2: 0.0, 3: 0.6675977653631285, 4: 0.16201117318435754, 5: 0.002793296089385475}, 'edge_length_total': 164371.78300000026, 'edge_length_avg': 171.7573490073148, 'street_length_total': 82481.37000000001, 'street_length_avg': 169.3662628336756, 'street_segments_count': 487, 'node_density_km': 27.543872303043678, 'intersection_density_km': 22.92758085560619, 'edge_density_km': 12646.467601049198, 'street_density_km': 6345.967381732117, 'circuity_avg': 1.0256715206929399, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0256715206929399\n", - "2905\n", - "6989325.572863615\n", - "{'n': 312, 'm': 908, 'k_avg': 5.82051282051282, 'intersection_count': 282, 'streets_per_node_avg': 2.996794871794872, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 225, 4: 55, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09615384615384616, 2: 0.0, 3: 0.7211538461538461, 4: 0.1762820512820513, 5: 0.00641025641025641}, 'edge_length_total': 87296.86499999993, 'edge_length_avg': 96.14192180616733, 'street_length_total': 43748.88299999995, 'street_length_avg': 95.31347058823519, 'street_segments_count': 459, 'node_density_km': 44.639500155974225, 'intersection_density_km': 40.34724052559209, 'edge_density_km': 12490.026983280635, 'street_density_km': 6259.385479173705, 'circuity_avg': 1.0468751089705224, 'self_loop_proportion': 0.0022026431718061676, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0468751089705224\n", - "2906\n", - "4997850.623934116\n", - "{'n': 83, 'm': 186, 'k_avg': 4.481927710843373, 'intersection_count': 72, 'streets_per_node_avg': 2.8795180722891565, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 60, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13253012048192772, 2: 0.0, 3: 0.7228915662650602, 4: 0.14457831325301204}, 'edge_length_total': 28246.983000000022, 'edge_length_avg': 151.8655000000001, 'street_length_total': 17345.74000000001, 'street_length_avg': 160.60870370370378, 'street_segments_count': 108, 'node_density_km': 16.60713899741677, 'intersection_density_km': 14.406192865229006, 'edge_density_km': 5651.826179983963, 'street_density_km': 3470.6399420849652, 'circuity_avg': 1.0796126871010177, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0796126871010177\n", - "2907\n", - "4998162.152915629\n", - "{'n': 226, 'm': 534, 'k_avg': 4.725663716814159, 'intersection_count': 165, 'streets_per_node_avg': 2.495575221238938, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 157, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26991150442477874, 2: 0.0, 3: 0.6946902654867256, 4: 0.035398230088495575}, 'edge_length_total': 68939.68599999997, 'edge_length_avg': 129.10053558052428, 'street_length_total': 34469.842999999986, 'street_length_avg': 129.10053558052428, 'street_segments_count': 267, 'node_density_km': 45.21662024673712, 'intersection_density_km': 33.01213425093639, 'edge_density_km': 13793.007087572118, 'street_density_km': 6896.503543786059, 'circuity_avg': 1.1600731964124344, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1600731964124344\n", - "2908\n", - "3998102.6555773923\n", - "{'n': 231, 'm': 583, 'k_avg': 5.0476190476190474, 'intersection_count': 180, 'streets_per_node_avg': 2.6493506493506493, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 160, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22077922077922077, 2: 0.0, 3: 0.6926406926406926, 4: 0.08225108225108226, 5: 0.004329004329004329}, 'edge_length_total': 61832.64700000011, 'edge_length_avg': 106.05942881646675, 'street_length_total': 31385.954, 'street_length_avg': 107.11929692832766, 'street_segments_count': 293, 'node_density_km': 57.777405909713885, 'intersection_density_km': 45.02135525432251, 'edge_density_km': 15465.497593900689, 'street_density_km': 7850.212139054581, 'circuity_avg': 1.0727001900306585, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0727001900306585\n", - "2909\n", - "3997099.6923579443\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 76, 'm': 200, 'k_avg': 5.2631578947368425, 'intersection_count': 61, 'streets_per_node_avg': 2.736842105263158, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 51, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19736842105263158, 2: 0.0, 3: 0.6710526315789473, 4: 0.13157894736842105}, 'edge_length_total': 38962.52400000002, 'edge_length_avg': 194.8126200000001, 'street_length_total': 19481.261999999995, 'street_length_avg': 194.81261999999995, 'street_segments_count': 100, 'node_density_km': 19.013786457541805, 'intersection_density_km': 15.26106544618487, 'edge_density_km': 9747.698831353262, 'street_density_km': 4873.849415676627, 'circuity_avg': 1.1822109326535257, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1822109326535257\n", - "2910\n", - "13990299.679521626\n", - "{'n': 742, 'm': 1986, 'k_avg': 5.353099730458221, 'intersection_count': 585, 'streets_per_node_avg': 2.7142857142857144, 'streets_per_node_counts': {0: 0, 1: 157, 2: 2, 3: 482, 4: 98, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21159029649595687, 2: 0.0026954177897574125, 3: 0.6495956873315364, 4: 0.1320754716981132, 5: 0.004043126684636119}, 'edge_length_total': 200494.37800000064, 'edge_length_avg': 100.95386606243738, 'street_length_total': 100915.52299999988, 'street_length_avg': 100.81470829170817, 'street_segments_count': 1001, 'node_density_km': 53.036748103838434, 'intersection_density_km': 41.814686847365884, 'edge_density_km': 14330.956633722102, 'street_density_km': 7213.249559458366, 'circuity_avg': 1.0814130064572578, 'self_loop_proportion': 0.0030211480362537764, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0814130064572578\n", - "2911\n", - "7989946.404452141\n", - "{'n': 436, 'm': 1083, 'k_avg': 4.967889908256881, 'intersection_count': 345, 'streets_per_node_avg': 2.7545871559633026, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 271, 4: 73, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20871559633027523, 2: 0.0, 3: 0.6215596330275229, 4: 0.16743119266055045, 5: 0.0022935779816513763}, 'edge_length_total': 103165.79199999999, 'edge_length_avg': 95.25927239150506, 'street_length_total': 55013.459000000024, 'street_length_avg': 93.71969165247023, 'street_segments_count': 587, 'node_density_km': 54.56857629946716, 'intersection_density_km': 43.17926335622975, 'edge_density_km': 12911.95044093339, 'street_density_km': 6885.335171878692, 'circuity_avg': 1.0454280940254024, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454280940254024\n", - "2912\n", - "8994167.184677828\n", - "{'n': 744, 'm': 1932, 'k_avg': 5.193548387096774, 'intersection_count': 581, 'streets_per_node_avg': 2.6989247311827955, 'streets_per_node_counts': {0: 0, 1: 163, 2: 0, 3: 480, 4: 100, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21908602150537634, 2: 0.0, 3: 0.6451612903225806, 4: 0.13440860215053763, 5: 0.0013440860215053765}, 'edge_length_total': 194256.88700000025, 'edge_length_avg': 100.54704296066265, 'street_length_total': 97406.62599999992, 'street_length_avg': 99.9042317948717, 'street_segments_count': 975, 'node_density_km': 82.72027689983952, 'intersection_density_km': 64.5974205360306, 'edge_density_km': 21598.096078415132, 'street_density_km': 10829.977250805243, 'circuity_avg': 1.0249054543395864, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0249054543395864\n", - "2913\n", - "8995588.039260922\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 3, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.25, 4: 0.5}, 'edge_length_total': 6768.701999999999, 'edge_length_avg': 1128.117, 'street_length_total': 3384.3509999999997, 'street_length_avg': 1128.117, 'street_segments_count': 3, 'node_density_km': 0.4446624259072496, 'intersection_density_km': 0.3334968194304372, 'edge_density_km': 752.4468628908129, 'street_density_km': 376.22343144540645, 'circuity_avg': 1.0003093955608444, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0003093955608444\n", - "2914\n", - "34959133.0640773\n", - "error with entry 2914\n", - "2915\n", - "37942074.65557844\n", - "{'n': 907, 'm': 2363, 'k_avg': 5.210584343991179, 'intersection_count': 778, 'streets_per_node_avg': 2.854465270121279, 'streets_per_node_counts': {0: 0, 1: 129, 2: 0, 3: 658, 4: 115, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1422271223814774, 2: 0.0, 3: 0.7254685777287762, 4: 0.12679162072767364, 5: 0.004410143329658214, 6: 0.0011025358324145535}, 'edge_length_total': 308552.3310000015, 'edge_length_avg': 130.57652602623847, 'street_length_total': 175611.47600000017, 'street_length_avg': 137.51877525450288, 'street_segments_count': 1277, 'node_density_km': 23.904860454610066, 'intersection_density_km': 20.504940941220102, 'edge_density_km': 8132.194504409804, 'street_density_km': 4628.409953702435, 'circuity_avg': 1.0887436877506267, 'self_loop_proportion': 0.0021159542953872196, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0887436877506267\n", - "2916\n", - "25970370.740540303\n", - "{'n': 2126, 'm': 4742, 'k_avg': 4.460959548447789, 'intersection_count': 1344, 'streets_per_node_avg': 2.3424270931326436, 'streets_per_node_counts': {0: 0, 1: 782, 2: 0, 3: 1181, 4: 160, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.367826904985889, 2: 0.0, 3: 0.5555032925682032, 4: 0.07525870178739416, 5: 0.0014111006585136407}, 'edge_length_total': 449046.9869999997, 'edge_length_avg': 94.69569527625468, 'street_length_total': 230808.87499999956, 'street_length_avg': 93.8629015860104, 'street_segments_count': 2459, 'node_density_km': 81.8625202250682, 'intersection_density_km': 51.75128277633662, 'edge_density_km': 17290.742264954566, 'street_density_km': 8887.392379027611, 'circuity_avg': 1.0506719777233762, 'self_loop_proportion': 0.0025305778152678194, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0506719777233762\n", - "2917\n", - "12981356.260714594\n", - "{'n': 1146, 'm': 2813, 'k_avg': 4.9092495636998255, 'intersection_count': 841, 'streets_per_node_avg': 2.525305410122164, 'streets_per_node_counts': {0: 0, 1: 305, 2: 0, 3: 775, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2661431064572426, 2: 0.0, 3: 0.6762652705061082, 4: 0.05759162303664921}, 'edge_length_total': 287004.52099999983, 'edge_length_avg': 102.0279136153572, 'street_length_total': 143649.22100000025, 'street_length_avg': 102.02359446022746, 'street_segments_count': 1408, 'node_density_km': 88.28045213335169, 'intersection_density_km': 64.78521836313156, 'edge_density_km': 22108.978078705073, 'street_density_km': 11065.809928868917, 'circuity_avg': 1.0408552156016673, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0408552156016673\n", - "2918\n", - "3993928.4205170805\n", - "{'n': 115, 'm': 304, 'k_avg': 5.28695652173913, 'intersection_count': 94, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 75, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1826086956521739, 2: 0.0, 3: 0.6521739130434783, 4: 0.16521739130434782}, 'edge_length_total': 49821.136000000006, 'edge_length_avg': 163.8853157894737, 'street_length_total': 24910.568, 'street_length_avg': 163.88531578947368, 'street_segments_count': 152, 'node_density_km': 28.79370581837101, 'intersection_density_km': 23.53572475588587, 'edge_density_km': 12474.218552356988, 'street_density_km': 6237.109276178493, 'circuity_avg': 1.0466103924548573, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0466103924548573\n", - "2919\n", - "15978835.249593334\n", - "{'n': 983, 'm': 2278, 'k_avg': 4.634791454730417, 'intersection_count': 656, 'streets_per_node_avg': 2.39471007121058, 'streets_per_node_counts': {0: 0, 1: 327, 2: 0, 3: 599, 4: 55, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3326551373346897, 2: 0.0, 3: 0.6093591047812817, 4: 0.05595116988809766, 5: 0.002034587995930824}, 'edge_length_total': 234280.94499999937, 'edge_length_avg': 102.84501536435442, 'street_length_total': 117562.71999999991, 'street_length_avg': 103.03481156879923, 'street_segments_count': 1141, 'node_density_km': 61.51887697978597, 'intersection_density_km': 41.05430650939939, 'edge_density_km': 14661.95384960627, 'street_density_km': 7357.402349022399, 'circuity_avg': 1.0919025504917659, 'self_loop_proportion': 0.0026338893766461808, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0919025504917659\n", - "2920\n", - "6989929.5047091395\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 263, 'm': 622, 'k_avg': 4.730038022813688, 'intersection_count': 186, 'streets_per_node_avg': 2.4790874524714828, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 169, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29277566539923955, 2: 0.0, 3: 0.6425855513307985, 4: 0.06463878326996197}, 'edge_length_total': 72288.05400000005, 'edge_length_avg': 116.21873633440522, 'street_length_total': 36258.24900000002, 'street_length_avg': 115.84105111821091, 'street_segments_count': 313, 'node_density_km': 37.62555828679188, 'intersection_density_km': 26.609710423358514, 'edge_density_km': 10341.742924774755, 'street_density_km': 5187.212399720585, 'circuity_avg': 1.127848170428486, 'self_loop_proportion': 0.003215434083601286, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.127848170428486\n", - "2921\n", - "7987018.839461418\n", - "{'n': 147, 'm': 338, 'k_avg': 4.598639455782313, 'intersection_count': 96, 'streets_per_node_avg': 2.3945578231292517, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 83, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3469387755102041, 2: 0.0, 3: 0.564625850340136, 4: 0.08843537414965986}, 'edge_length_total': 61098.498000000014, 'edge_length_avg': 180.76478698224855, 'street_length_total': 30549.24899999998, 'street_length_avg': 180.7647869822484, 'street_segments_count': 169, 'node_density_km': 18.404864562697405, 'intersection_density_km': 12.01950338788402, 'edge_density_km': 7649.725038600262, 'street_density_km': 3824.862519300128, 'circuity_avg': 1.0778856105679155, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0778856105679155\n", - "2922\n", - "11994926.949789697\n", - "{'n': 146, 'm': 364, 'k_avg': 4.986301369863014, 'intersection_count': 137, 'streets_per_node_avg': 2.9726027397260273, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 123, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06164383561643835, 2: 0.0, 3: 0.8424657534246576, 4: 0.0958904109589041}, 'edge_length_total': 55234.63700000002, 'edge_length_avg': 151.7435082417583, 'street_length_total': 34062.47899999999, 'street_length_avg': 164.55303864734296, 'street_segments_count': 207, 'node_density_km': 12.171812351267363, 'intersection_density_km': 11.421495151531705, 'edge_density_km': 4604.833129139517, 'street_density_km': 2839.7404288149664, 'circuity_avg': 1.028798125143872, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028798125143872\n", - "2923\n", - "51979193.613433555\n", - "error with entry 2923\n", - "2924\n", - "6995424.703663424\n", - "{'n': 176, 'm': 452, 'k_avg': 5.136363636363637, 'intersection_count': 141, 'streets_per_node_avg': 2.721590909090909, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 121, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19886363636363635, 2: 0.0, 3: 0.6875, 4: 0.10795454545454546, 5: 0.005681818181818182}, 'edge_length_total': 71912.56400000006, 'edge_length_avg': 159.09859292035412, 'street_length_total': 35956.28200000001, 'street_length_avg': 159.098592920354, 'street_segments_count': 226, 'node_density_km': 25.15930160864012, 'intersection_density_km': 20.15603140237646, 'edge_density_km': 10279.942540492255, 'street_density_km': 5139.971270246125, 'circuity_avg': 1.0978004480599957, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0978004480599957\n", - "2925\n", - "6999175.268397221\n", - "{'n': 36, 'm': 86, 'k_avg': 4.777777777777778, 'intersection_count': 25, 'streets_per_node_avg': 2.4722222222222223, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 22, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3055555555555556, 2: 0.0, 3: 0.6111111111111112, 4: 0.08333333333333333}, 'edge_length_total': 31252.266000000003, 'edge_length_avg': 363.39844186046514, 'street_length_total': 15626.133, 'street_length_avg': 363.3984418604651, 'street_segments_count': 43, 'node_density_km': 5.143463139514126, 'intersection_density_km': 3.5718494024403658, 'edge_density_km': 4465.135505480294, 'street_density_km': 2232.567752740147, 'circuity_avg': 1.1083221634579377, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1083221634579377\n", - "2926\n", - "5990493.217031756\n", - "error with entry 2926\n", - "2927\n", - "12980222.803482454\n", - "{'n': 440, 'm': 1117, 'k_avg': 5.077272727272727, 'intersection_count': 359, 'streets_per_node_avg': 2.7363636363636363, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 314, 4: 44, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18409090909090908, 2: 0.0, 3: 0.7136363636363636, 4: 0.1, 5: 0.0022727272727272726}, 'edge_length_total': 163218.32899999988, 'edge_length_avg': 146.12204923903303, 'street_length_total': 81646.97699999991, 'street_length_avg': 145.79817321428555, 'street_segments_count': 560, 'node_density_km': 33.897723225671655, 'intersection_density_km': 27.657460540945735, 'edge_density_km': 12574.38577681503, 'street_density_km': 6290.105973997219, 'circuity_avg': 1.04686038631506, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04686038631506\n", - "2928\n", - "3993990.0451826025\n", - "{'n': 125, 'm': 336, 'k_avg': 5.376, 'intersection_count': 117, 'streets_per_node_avg': 3.144, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 85, 4: 30, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.064, 2: 0.0, 3: 0.68, 4: 0.24, 5: 0.016}, 'edge_length_total': 36192.13399999999, 'edge_length_avg': 107.7146845238095, 'street_length_total': 21009.311000000005, 'street_length_avg': 110.57532105263161, 'street_segments_count': 190, 'node_density_km': 31.29702342417458, 'intersection_density_km': 29.294013925027407, 'edge_density_km': 9061.64852455092, 'street_density_km': 5260.23118794215, 'circuity_avg': 1.0338343471654985, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0338343471654985\n", - "2929\n", - "13989754.261391556\n", - "{'n': 1113, 'm': 2666, 'k_avg': 4.790655884995507, 'intersection_count': 846, 'streets_per_node_avg': 2.601976639712489, 'streets_per_node_counts': {0: 0, 1: 267, 2: 0, 3: 757, 4: 87, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2398921832884097, 2: 0.0, 3: 0.6801437556154537, 4: 0.07816711590296496, 5: 0.0017969451931716084}, 'edge_length_total': 242091.52700000015, 'edge_length_avg': 90.80702438109533, 'street_length_total': 128757.04299999999, 'street_length_avg': 90.4828130709768, 'street_segments_count': 1423, 'node_density_km': 79.55822376892061, 'intersection_density_km': 60.47282777044639, 'edge_density_km': 17304.91633209856, 'street_density_km': 9203.667240627612, 'circuity_avg': 1.1103412777461512, 'self_loop_proportion': 0.0007501875468867217, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1103412777461512\n", - "2930\n", - "5990647.911494164\n", - "{'n': 585, 'm': 1268, 'k_avg': 4.335042735042735, 'intersection_count': 355, 'streets_per_node_avg': 2.2341880341880342, 'streets_per_node_counts': {0: 0, 1: 230, 2: 0, 3: 343, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.39316239316239315, 2: 0.0, 3: 0.5863247863247864, 4: 0.020512820512820513}, 'edge_length_total': 112569.74600000006, 'edge_length_avg': 88.77740220820193, 'street_length_total': 56284.873000000014, 'street_length_avg': 88.77740220820192, 'street_segments_count': 634, 'node_density_km': 97.65220868306574, 'intersection_density_km': 59.259032619638184, 'edge_density_km': 18790.91338084053, 'street_density_km': 9395.456690420262, 'circuity_avg': 1.0457248061001492, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0457248061001492\n", - "2931\n", - "9996903.316121152\n", - "{'n': 688, 'm': 1850, 'k_avg': 5.377906976744186, 'intersection_count': 576, 'streets_per_node_avg': 2.8430232558139537, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 466, 4: 104, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16279069767441862, 2: 0.0, 3: 0.6773255813953488, 4: 0.1511627906976744, 5: 0.00872093023255814}, 'edge_length_total': 163516.09199999977, 'edge_length_avg': 88.38707675675663, 'street_length_total': 83833.11799999996, 'street_length_avg': 87.2352944849115, 'street_segments_count': 961, 'node_density_km': 68.82131178467247, 'intersection_density_km': 57.61784242437696, 'edge_density_km': 16356.674344975543, 'street_density_km': 8385.908650812842, 'circuity_avg': 1.0700343398523868, 'self_loop_proportion': 0.001081081081081081, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0700343398523868\n", - "2932\n", - "7987699.0440158285\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 518, 'm': 1519, 'k_avg': 5.864864864864865, 'intersection_count': 479, 'streets_per_node_avg': 3.081081081081081, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 360, 4: 118, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07528957528957529, 2: 0.0, 3: 0.694980694980695, 4: 0.2277992277992278, 5: 0.0019305019305019305}, 'edge_length_total': 126671.14899999977, 'edge_length_avg': 83.39114483212624, 'street_length_total': 64599.78900000004, 'street_length_avg': 82.1880267175573, 'street_segments_count': 786, 'node_density_km': 64.84971418497193, 'intersection_density_km': 59.96720674633505, 'edge_density_km': 15858.277621876407, 'street_density_km': 8087.40898274034, 'circuity_avg': 1.032553344996337, 'self_loop_proportion': 0.0013166556945358788, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.032553344996337\n", - "2933\n", - "2995290.756957328\n", - "{'n': 113, 'm': 306, 'k_avg': 5.415929203539823, 'intersection_count': 99, 'streets_per_node_avg': 2.8761061946902653, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 85, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12389380530973451, 2: 0.0, 3: 0.7522123893805309, 4: 0.12389380530973451}, 'edge_length_total': 31501.448999999982, 'edge_length_avg': 102.94591176470583, 'street_length_total': 15933.385999999997, 'street_length_avg': 100.20997484276728, 'street_segments_count': 159, 'node_density_km': 37.725886789964754, 'intersection_density_km': 33.05188311687178, 'edge_density_km': 10516.99202383936, 'street_density_km': 5319.478906343445, 'circuity_avg': 1.0733937724624152, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0733937724624152\n", - "2934\n", - "7997999.840183319\n", - "{'n': 39, 'm': 92, 'k_avg': 4.717948717948718, 'intersection_count': 27, 'streets_per_node_avg': 2.5641025641025643, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 20, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3076923076923077, 2: 0.0, 3: 0.5128205128205128, 4: 0.1794871794871795}, 'edge_length_total': 20283.394, 'edge_length_avg': 220.47167391304347, 'street_length_total': 10141.696999999998, 'street_length_avg': 220.47167391304345, 'street_segments_count': 46, 'node_density_km': 4.8762191522006955, 'intersection_density_km': 3.3758440284466356, 'edge_density_km': 2536.0583152418635, 'street_density_km': 1268.0291576209315, 'circuity_avg': 1.0155639772294438, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0155639772294438\n", - "2935\n", - "8987852.739735449\n", - "{'n': 945, 'm': 2818, 'k_avg': 5.9640211640211644, 'intersection_count': 846, 'streets_per_node_avg': 3.0465608465608467, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 622, 4: 209, 5: 12, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10476190476190476, 2: 0.0, 3: 0.6582010582010582, 4: 0.22116402116402117, 5: 0.012698412698412698, 6: 0.0031746031746031746}, 'edge_length_total': 192161.1610000007, 'edge_length_avg': 68.19061781405277, 'street_length_total': 96819.77900000008, 'street_length_avg': 68.13496059113307, 'street_segments_count': 1421, 'node_density_km': 105.1419095711414, 'intersection_density_km': 94.12704285416469, 'edge_density_km': 21380.0967332779, 'street_density_km': 10772.292537900428, 'circuity_avg': 1.0670599715932148, 'self_loop_proportion': 0.0021291696238466998, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0670599715932148\n", - "2936\n", - "11984104.411918283\n", - "{'n': 812, 'm': 1746, 'k_avg': 4.300492610837439, 'intersection_count': 501, 'streets_per_node_avg': 2.2795566502463056, 'streets_per_node_counts': {0: 0, 1: 311, 2: 0, 3: 464, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3830049261083744, 2: 0.0, 3: 0.5714285714285714, 4: 0.04556650246305419}, 'edge_length_total': 188407.82899999982, 'edge_length_avg': 107.9082640320732, 'street_length_total': 98412.50299999995, 'street_length_avg': 109.10477050997777, 'street_segments_count': 902, 'node_density_km': 67.75641901054031, 'intersection_density_km': 41.80537675404027, 'edge_density_km': 15721.477594322927, 'street_density_km': 8211.919691064104, 'circuity_avg': 1.0678365621060102, 'self_loop_proportion': 0.001145475372279496, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0678365621060102\n", - "2937\n", - "6989394.577880673\n", - "{'n': 84, 'm': 181, 'k_avg': 4.309523809523809, 'intersection_count': 75, 'streets_per_node_avg': 2.9761904761904763, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 60, 4: 14, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10714285714285714, 2: 0.0, 3: 0.7142857142857143, 4: 0.16666666666666666, 5: 0.011904761904761904}, 'edge_length_total': 31810.61599999999, 'edge_length_avg': 175.74925966850824, 'street_length_total': 19779.66599999999, 'street_length_avg': 170.51436206896543, 'street_segments_count': 116, 'node_density_km': 12.01820831032128, 'intersection_density_km': 10.730543134215429, 'edge_density_km': 4551.269161519512, 'street_density_km': 2829.954122578323, 'circuity_avg': 1.0650867988316983, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0650867988316983\n", - "2938\n", - "10983718.402225662\n", - "{'n': 626, 'm': 1709, 'k_avg': 5.460063897763578, 'intersection_count': 544, 'streets_per_node_avg': 2.9584664536741214, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 406, 4: 138}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13099041533546327, 2: 0.0, 3: 0.6485623003194888, 4: 0.22044728434504793}, 'edge_length_total': 202793.99900000004, 'edge_length_avg': 118.66237507314221, 'street_length_total': 108589.13300000002, 'street_length_avg': 120.38706541019957, 'street_segments_count': 902, 'node_density_km': 56.99344949276484, 'intersection_density_km': 49.52785387230683, 'edge_density_km': 18463.146229141064, 'street_density_km': 9886.372631147962, 'circuity_avg': 1.0631043065231764, 'self_loop_proportion': 0.005851375073142188, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0631043065231764\n", - "2939\n", - "3999055.1476762877\n", - "{'n': 62, 'm': 174, 'k_avg': 5.612903225806452, 'intersection_count': 58, 'streets_per_node_avg': 3.129032258064516, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 42, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06451612903225806, 2: 0.0, 3: 0.6774193548387096, 4: 0.25806451612903225}, 'edge_length_total': 34771.40400000001, 'edge_length_avg': 199.83565517241385, 'street_length_total': 17385.701999999994, 'street_length_avg': 199.8356551724137, 'street_segments_count': 87, 'node_density_km': 15.503662167806326, 'intersection_density_km': 14.503425898915594, 'edge_density_km': 8694.90485026306, 'street_density_km': 4347.452425131527, 'circuity_avg': 1.0255287589201127, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0255287589201127\n", - "2940\n", - "3994112.962833754\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 3, 'streets_per_node_avg': 2.142857142857143, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 1, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5714285714285714, 2: 0.0, 3: 0.14285714285714285, 4: 0.2857142857142857}, 'edge_length_total': 1933.8239999999998, 'edge_length_avg': 161.152, 'street_length_total': 966.912, 'street_length_avg': 161.15200000000002, 'street_segments_count': 6, 'node_density_km': 1.7525793749793248, 'intersection_density_km': 0.7511054464197107, 'edge_density_km': 484.16857960571684, 'street_density_km': 242.08428980285845, 'circuity_avg': 0.9999999479213519, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 0.9999999479213519\n", - "2941\n", - "3994193.3131596367\n", - "{'n': 157, 'm': 422, 'k_avg': 5.375796178343949, 'intersection_count': 132, 'streets_per_node_avg': 2.7579617834394905, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 120, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1592356687898089, 2: 0.0, 3: 0.7643312101910829, 4: 0.07643312101910828}, 'edge_length_total': 56269.065999999955, 'edge_length_avg': 133.33901895734587, 'street_length_total': 28134.533000000025, 'street_length_avg': 133.3390189573461, 'street_segments_count': 211, 'node_density_km': 39.30706094838559, 'intersection_density_km': 33.047974810107625, 'edge_density_km': 14087.717240577895, 'street_density_km': 7043.858620288959, 'circuity_avg': 1.2013631966501699, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2013631966501699\n", - "2942\n", - "3994188.3648920245\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 42, 'm': 128, 'k_avg': 6.095238095238095, 'intersection_count': 37, 'streets_per_node_avg': 3.1666666666666665, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 20, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11904761904761904, 2: 0.0, 3: 0.47619047619047616, 4: 0.40476190476190477}, 'edge_length_total': 32544.254000000004, 'edge_length_avg': 254.25198437500003, 'street_length_total': 16272.126999999999, 'street_length_avg': 254.25198437499998, 'street_segments_count': 64, 'node_density_km': 10.515277739319986, 'intersection_density_km': 9.263458960829512, 'edge_density_km': 8147.901657832749, 'street_density_km': 4073.9508289163737, 'circuity_avg': 1.0206506082264089, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0206506082264089\n", - "2943\n", - "4997572.043078435\n", - "{'n': 227, 'm': 576, 'k_avg': 5.07488986784141, 'intersection_count': 172, 'streets_per_node_avg': 2.616740088105727, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 150, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2422907488986784, 2: 0.0, 3: 0.6607929515418502, 4: 0.09251101321585903, 5: 0.004405286343612335}, 'edge_length_total': 70783.92999999998, 'edge_length_avg': 122.88876736111108, 'street_length_total': 35391.965000000004, 'street_length_avg': 122.88876736111112, 'street_segments_count': 288, 'node_density_km': 45.42205655932298, 'intersection_density_km': 34.416712459046494, 'edge_density_km': 14163.663753088802, 'street_density_km': 7081.831876544404, 'circuity_avg': 1.0412551627743118, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0412551627743118\n", - "2944\n", - "268572996.45825523\n", - "error with entry 2944\n", - "2945\n", - "18970269.441416338\n", - "{'n': 107, 'm': 246, 'k_avg': 4.598130841121495, 'intersection_count': 87, 'streets_per_node_avg': 2.794392523364486, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 69, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18691588785046728, 2: 0.0, 3: 0.6448598130841121, 4: 0.16822429906542055}, 'edge_length_total': 78000.47100000003, 'edge_length_avg': 317.0750853658538, 'street_length_total': 42334.28500000001, 'street_length_avg': 311.2815073529413, 'street_segments_count': 136, 'node_density_km': 5.640404862484193, 'intersection_density_km': 4.586123579776867, 'edge_density_km': 4111.72183088278, 'street_density_km': 2231.6122146148755, 'circuity_avg': 1.1046862845704108, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1046862845704108\n", - "2946\n", - "38991995.13616809\n", - "{'n': 1766, 'm': 4953, 'k_avg': 5.609286523216308, 'intersection_count': 1626, 'streets_per_node_avg': 3.014722536806342, 'streets_per_node_counts': {0: 0, 1: 140, 2: 0, 3: 1327, 4: 292, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07927519818799547, 2: 0.0, 3: 0.7514156285390714, 4: 0.16534541336353342, 5: 0.003963759909399773}, 'edge_length_total': 434755.393999999, 'edge_length_avg': 87.77617484352896, 'street_length_total': 233049.6880000004, 'street_length_avg': 88.54471428571443, 'street_segments_count': 2632, 'node_density_km': 45.29134746331301, 'intersection_density_km': 41.70086691695751, 'edge_density_km': 11149.86274700085, 'street_density_km': 5976.859793558724, 'circuity_avg': 1.0253106666477754, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0253106666477754\n", - "2947\n", - "9998822.938136244\n", - "{'n': 49, 'm': 118, 'k_avg': 4.816326530612245, 'intersection_count': 34, 'streets_per_node_avg': 2.5510204081632653, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 26, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30612244897959184, 2: 0.0, 3: 0.5306122448979592, 4: 0.16326530612244897}, 'edge_length_total': 44023.97400000002, 'edge_length_avg': 373.08452542372896, 'street_length_total': 22011.987, 'street_length_avg': 373.08452542372885, 'street_segments_count': 59, 'node_density_km': 4.900576828209489, 'intersection_density_km': 3.4004002481453597, 'edge_density_km': 4402.915650410145, 'street_density_km': 2201.4578252050715, 'circuity_avg': 1.2169172744158394, 'self_loop_proportion': 0.01694915254237288, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2169172744158394\n", - "2948\n", - "14988952.904291015\n", - "{'n': 924, 'm': 2419, 'k_avg': 5.235930735930736, 'intersection_count': 791, 'streets_per_node_avg': 2.854978354978355, 'streets_per_node_counts': {0: 0, 1: 133, 2: 4, 3: 656, 4: 126, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14393939393939395, 2: 0.004329004329004329, 3: 0.70995670995671, 4: 0.13636363636363635, 5: 0.005411255411255411}, 'edge_length_total': 238366.27999999947, 'edge_length_avg': 98.53918147995017, 'street_length_total': 126726.03199999993, 'street_length_avg': 98.23723410852708, 'street_segments_count': 1290, 'node_density_km': 61.64540017571732, 'intersection_density_km': 52.77219863527316, 'edge_density_km': 15902.797314931875, 'street_density_km': 8454.628739524627, 'circuity_avg': 1.097857733365961, 'self_loop_proportion': 0.00413393964448119, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.097857733365961\n", - "2949\n", - "13984899.247670509\n", - "{'n': 482, 'm': 1091, 'k_avg': 4.526970954356846, 'intersection_count': 302, 'streets_per_node_avg': 2.336099585062241, 'streets_per_node_counts': {0: 0, 1: 180, 2: 2, 3: 258, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37344398340248963, 2: 0.004149377593360996, 3: 0.5352697095435685, 4: 0.08713692946058091}, 'edge_length_total': 128017.3989999999, 'edge_length_avg': 117.33950412465619, 'street_length_total': 64015.87100000005, 'street_length_avg': 117.24518498168507, 'street_segments_count': 546, 'node_density_km': 34.465747050718846, 'intersection_density_km': 21.59472118115579, 'edge_density_km': 9153.973634906522, 'street_density_km': 4577.4996205756215, 'circuity_avg': 1.028317523928506, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028317523928506\n", - "2950\n", - "20991250.282609053\n", - "{'n': 480, 'm': 1174, 'k_avg': 4.891666666666667, 'intersection_count': 347, 'streets_per_node_avg': 2.5375, 'streets_per_node_counts': {0: 0, 1: 133, 2: 0, 3: 303, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27708333333333335, 2: 0.0, 3: 0.63125, 4: 0.09166666666666666}, 'edge_length_total': 194685.4569999998, 'edge_length_avg': 165.8308833049402, 'street_length_total': 98276.84500000009, 'street_length_avg': 163.79474166666682, 'street_segments_count': 600, 'node_density_km': 22.866670328716584, 'intersection_density_km': 16.530697091801365, 'edge_density_km': 9274.600339613591, 'street_density_km': 4681.8004490862095, 'circuity_avg': 1.0493760188040133, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0493760188040133\n", - "2951\n", - "3998820.894681024\n", - "{'n': 64, 'm': 168, 'k_avg': 5.25, 'intersection_count': 51, 'streets_per_node_avg': 2.671875, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 46, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.203125, 2: 0.0, 3: 0.71875, 4: 0.078125}, 'edge_length_total': 37300.99600000001, 'edge_length_avg': 222.02973809523814, 'street_length_total': 18650.498, 'street_length_avg': 222.0297380952381, 'street_segments_count': 84, 'node_density_km': 16.004717811975205, 'intersection_density_km': 12.75375950641774, 'edge_density_km': 9327.998673212749, 'street_density_km': 4663.999336606374, 'circuity_avg': 1.0388494710516956, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0388494710516956\n", - "2952\n", - "6988863.530587743\n", - "{'n': 438, 'm': 1135, 'k_avg': 5.1826484018264845, 'intersection_count': 341, 'streets_per_node_avg': 2.671232876712329, 'streets_per_node_counts': {0: 0, 1: 97, 2: 0, 3: 292, 4: 48, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22146118721461186, 2: 0.0, 3: 0.6666666666666666, 4: 0.1095890410958904, 5: 0.00228310502283105}, 'edge_length_total': 104428.79399999998, 'edge_length_avg': 92.00774801762113, 'street_length_total': 52760.346, 'street_length_avg': 91.12322279792745, 'street_segments_count': 579, 'node_density_km': 62.67113359461542, 'intersection_density_km': 48.79190994466634, 'edge_density_km': 14942.171004334637, 'street_density_km': 7549.20249466697, 'circuity_avg': 1.0682922909294519, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0682922909294519\n", - "2953\n", - "14975796.557236498\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 866, 'm': 2046, 'k_avg': 4.725173210161663, 'intersection_count': 637, 'streets_per_node_avg': 2.566974595842956, 'streets_per_node_counts': {0: 0, 1: 229, 2: 0, 3: 561, 4: 71, 5: 3, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2644341801385681, 2: 0.0, 3: 0.6478060046189377, 4: 0.08198614318706697, 5: 0.003464203233256351, 6: 0.0023094688221709007}, 'edge_length_total': 213611.36699999968, 'edge_length_avg': 104.40438269794706, 'street_length_total': 112896.87700000012, 'street_length_avg': 102.44725680580774, 'street_segments_count': 1102, 'node_density_km': 57.82664025183606, 'intersection_density_km': 42.53530004667387, 'edge_density_km': 14263.773294701972, 'street_density_km': 7538.62250789237, 'circuity_avg': 1.0948033772005241, 'self_loop_proportion': 0.006842619745845552, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0948033772005241\n", - "2954\n", - "6991615.230601952\n", - "{'n': 264, 'm': 695, 'k_avg': 5.265151515151516, 'intersection_count': 221, 'streets_per_node_avg': 2.8106060606060606, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 187, 4: 33, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16287878787878787, 2: 0.0, 3: 0.7083333333333334, 4: 0.125, 5: 0.0, 6: 0.003787878787878788}, 'edge_length_total': 76560.05300000001, 'edge_length_avg': 110.1583496402878, 'street_length_total': 38842.168, 'street_length_avg': 107.59603324099723, 'street_segments_count': 361, 'node_density_km': 37.759514975092614, 'intersection_density_km': 31.60929094505859, 'edge_density_km': 10950.266923285548, 'street_density_km': 5555.535697958572, 'circuity_avg': 1.0451797943996883, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0451797943996883\n", - "2955\n", - "17993563.451342165\n", - "{'n': 450, 'm': 1234, 'k_avg': 5.484444444444445, 'intersection_count': 372, 'streets_per_node_avg': 2.8044444444444445, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 304, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17333333333333334, 2: 0.0, 3: 0.6755555555555556, 4: 0.1511111111111111}, 'edge_length_total': 223764.65000000046, 'edge_length_avg': 181.33277957860653, 'street_length_total': 111882.32499999997, 'street_length_avg': 181.3327795786061, 'street_segments_count': 617, 'node_density_km': 25.0089428487515, 'intersection_density_km': 20.674059421634574, 'edge_density_km': 12435.816318713098, 'street_density_km': 6217.908159356534, 'circuity_avg': 1.0304746291055713, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0304746291055713\n", - "2956\n", - "3993966.280699675\n", - "{'n': 41, 'm': 88, 'k_avg': 4.2926829268292686, 'intersection_count': 28, 'streets_per_node_avg': 2.4146341463414633, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 26, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3170731707317073, 2: 0.0, 3: 0.6341463414634146, 4: 0.04878048780487805}, 'edge_length_total': 17894.267999999996, 'edge_length_avg': 203.3439545454545, 'street_length_total': 8947.134, 'street_length_avg': 203.34395454545455, 'street_segments_count': 44, 'node_density_km': 10.26548476338601, 'intersection_density_km': 7.0105749603611764, 'edge_density_km': 4480.3252562425805, 'street_density_km': 2240.1626281212907, 'circuity_avg': 1.1774804981352658, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1774804981352658\n", - "2957\n", - "5998878.022468758\n", - "{'n': 54, 'm': 158, 'k_avg': 5.851851851851852, 'intersection_count': 52, 'streets_per_node_avg': 3.037037037037037, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 46, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.037037037037037035, 2: 0.0, 3: 0.8518518518518519, 4: 0.1111111111111111}, 'edge_length_total': 18777.82, 'edge_length_avg': 118.84696202531646, 'street_length_total': 9388.910000000002, 'street_length_avg': 118.84696202531647, 'street_segments_count': 79, 'node_density_km': 9.00168328106412, 'intersection_density_km': 8.66828760398767, 'edge_density_km': 3130.2220064598414, 'street_density_km': 1565.111003229921, 'circuity_avg': 1.084223604103876, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084223604103876\n", - "2958\n", - "17990634.400149103\n", - "{'n': 19, 'm': 40, 'k_avg': 4.2105263157894735, 'intersection_count': 13, 'streets_per_node_avg': 2.473684210526316, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 11, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3157894736842105, 2: 0.0, 3: 0.5789473684210527, 4: 0.10526315789473684}, 'edge_length_total': 27762.42399999999, 'edge_length_avg': 694.0605999999998, 'street_length_total': 13881.212000000001, 'street_length_avg': 694.0606, 'street_segments_count': 20, 'node_density_km': 1.056105058743372, 'intersection_density_km': 0.7225981980875703, 'edge_density_km': 1543.159812072547, 'street_density_km': 771.5799060362738, 'circuity_avg': 1.0538245918167999, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0538245918167999\n", - "2959\n", - "3997027.4334278945\n", - "{'n': 78, 'm': 186, 'k_avg': 4.769230769230769, 'intersection_count': 52, 'streets_per_node_avg': 2.423076923076923, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 45, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5769230769230769, 4: 0.08974358974358974}, 'edge_length_total': 37511.44200000001, 'edge_length_avg': 201.67441935483876, 'street_length_total': 18755.72100000001, 'street_length_avg': 201.6744193548388, 'street_segments_count': 93, 'node_density_km': 19.514502039108184, 'intersection_density_km': 13.009668026072124, 'edge_density_km': 9384.834761524213, 'street_density_km': 4692.417380762107, 'circuity_avg': 1.0168630383131232, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0168630383131232\n", - "2960\n", - "6990378.24330512\n", - "{'n': 487, 'm': 1118, 'k_avg': 4.591375770020534, 'intersection_count': 317, 'streets_per_node_avg': 2.3367556468172483, 'streets_per_node_counts': {0: 0, 1: 170, 2: 0, 3: 301, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3490759753593429, 2: 0.0, 3: 0.6180698151950719, 4: 0.030800821355236138, 5: 0.002053388090349076}, 'edge_length_total': 103219.99600000014, 'edge_length_avg': 92.32557781753144, 'street_length_total': 51609.997999999985, 'street_length_avg': 92.32557781753128, 'street_segments_count': 559, 'node_density_km': 69.6671886770095, 'intersection_density_km': 45.348046839039036, 'edge_density_km': 14766.010136698513, 'street_density_km': 7383.0050683492445, 'circuity_avg': 1.1596904900809264, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1596904900809264\n", - "2961\n", - "3996324.7727656835\n", - "{'n': 141, 'm': 327, 'k_avg': 4.638297872340425, 'intersection_count': 101, 'streets_per_node_avg': 2.4680851063829787, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 96, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28368794326241137, 2: 0.0, 3: 0.6808510638297872, 4: 0.03546099290780142}, 'edge_length_total': 45028.885999999984, 'edge_length_avg': 137.70301529051983, 'street_length_total': 22666.916000000005, 'street_length_avg': 138.21290243902442, 'street_segments_count': 164, 'node_density_km': 35.28241772562944, 'intersection_density_km': 25.27322120772038, 'edge_density_km': 11267.574223913098, 'street_density_km': 5671.940417473431, 'circuity_avg': 1.1510555664855346, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1510555664855346\n", - "2962\n", - "7990038.386599997\n", - "{'n': 185, 'm': 466, 'k_avg': 5.037837837837838, 'intersection_count': 144, 'streets_per_node_avg': 2.627027027027027, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 131, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22162162162162163, 2: 0.0, 3: 0.7081081081081081, 4: 0.07027027027027027}, 'edge_length_total': 59251.632000000005, 'edge_length_avg': 127.14942489270388, 'street_length_total': 29680.174999999996, 'street_length_avg': 126.83835470085468, 'street_segments_count': 234, 'node_density_km': 23.15383118937969, 'intersection_density_km': 18.022441574436083, 'edge_density_km': 7415.688027152692, 'street_density_km': 3714.6473601148505, 'circuity_avg': 1.0872526810874361, 'self_loop_proportion': 0.004291845493562232, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0872526810874361\n", - "2963\n", - "7988953.507193679\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 412, 'm': 1165, 'k_avg': 5.655339805825243, 'intersection_count': 376, 'streets_per_node_avg': 3.1262135922330097, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 255, 4: 118, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08737864077669903, 2: 0.0, 3: 0.6189320388349514, 4: 0.28640776699029125, 5: 0.007281553398058253}, 'edge_length_total': 103072.63799999993, 'edge_length_avg': 88.47436738197419, 'street_length_total': 56989.096000000034, 'street_length_avg': 90.89170015948969, 'street_segments_count': 627, 'node_density_km': 51.57121012520768, 'intersection_density_km': 47.06498788125749, 'edge_density_km': 12901.894836061801, 'street_density_km': 7133.487001605908, 'circuity_avg': 1.0225285867870306, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0225285867870306\n", - "2964\n", - "125916074.72088352\n", - "error with entry 2964\n", - "2965\n", - "14982311.075794416\n", - "{'n': 31, 'm': 66, 'k_avg': 4.258064516129032, 'intersection_count': 21, 'streets_per_node_avg': 2.4838709677419355, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 17, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3225806451612903, 2: 0.0, 3: 0.5483870967741935, 4: 0.12903225806451613}, 'edge_length_total': 45111.73599999999, 'edge_length_avg': 683.5111515151514, 'street_length_total': 22555.868, 'street_length_avg': 683.5111515151515, 'street_segments_count': 33, 'node_density_km': 2.0691066847546598, 'intersection_density_km': 1.401652915478963, 'edge_density_km': 3010.9998231770132, 'street_density_km': 1505.4999115885068, 'circuity_avg': 1.2168596039734234, 'self_loop_proportion': 0.030303030303030304, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2168596039734234\n", - "2966\n", - "8993298.769556453\n", - "{'n': 162, 'm': 428, 'k_avg': 5.283950617283951, 'intersection_count': 145, 'streets_per_node_avg': 2.9876543209876543, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 114, 4: 30, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10493827160493827, 2: 0.0, 3: 0.7037037037037037, 4: 0.18518518518518517, 5: 0.006172839506172839}, 'edge_length_total': 52552.181000000004, 'edge_length_avg': 122.78546962616824, 'street_length_total': 29626.904000000006, 'street_length_avg': 128.2549956709957, 'street_segments_count': 231, 'node_density_km': 18.013412447542848, 'intersection_density_km': 16.123116079590822, 'edge_density_km': 5843.482168956326, 'street_density_km': 3294.331119109612, 'circuity_avg': 1.0383821713691999, 'self_loop_proportion': 0.004672897196261682, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0383821713691999\n", - "2967\n", - "4995845.738984524\n", - "{'n': 239, 'm': 588, 'k_avg': 4.920502092050209, 'intersection_count': 176, 'streets_per_node_avg': 2.5481171548117154, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 158, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26359832635983266, 2: 0.0, 3: 0.6610878661087866, 4: 0.07531380753138076}, 'edge_length_total': 68063.15999999983, 'edge_length_avg': 115.75367346938746, 'street_length_total': 34031.57999999998, 'street_length_avg': 115.75367346938769, 'street_segments_count': 294, 'node_density_km': 47.83974775982176, 'intersection_density_km': 35.229270316856194, 'edge_density_km': 13623.951490110385, 'street_density_km': 6811.975745055206, 'circuity_avg': 1.1629560888855808, 'self_loop_proportion': 0.003401360544217687, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1629560888855808\n", - "2968\n", - "3993649.607418658\n", - "{'n': 115, 'm': 272, 'k_avg': 4.730434782608696, 'intersection_count': 89, 'streets_per_node_avg': 2.6695652173913045, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 75, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22608695652173913, 2: 0.0, 3: 0.6521739130434783, 4: 0.12173913043478261}, 'edge_length_total': 35281.51799999999, 'edge_length_avg': 129.71146323529408, 'street_length_total': 18843.896999999997, 'street_length_avg': 128.18977551020407, 'street_segments_count': 147, 'node_density_km': 28.79571602535546, 'intersection_density_km': 22.285380228318576, 'edge_density_km': 8834.404984969276, 'street_density_km': 4718.465276722153, 'circuity_avg': 1.0805621152408877, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0805621152408877\n", - "2969\n", - "4992798.16680981\n", - "{'n': 115, 'm': 329, 'k_avg': 5.721739130434782, 'intersection_count': 104, 'streets_per_node_avg': 3.017391304347826, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 80, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09565217391304348, 2: 0.0, 3: 0.6956521739130435, 4: 0.20869565217391303}, 'edge_length_total': 52026.187000000005, 'edge_length_avg': 158.13430699088147, 'street_length_total': 26486.858000000007, 'street_length_avg': 158.60394011976052, 'street_segments_count': 167, 'node_density_km': 23.03317621859331, 'intersection_density_km': 20.830002841162646, 'edge_density_km': 10420.246375239032, 'street_density_km': 5305.012763398767, 'circuity_avg': 1.0507831773652034, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0507831773652034\n", - "2970\n", - "11995448.03395328\n", - "{'n': 333, 'm': 908, 'k_avg': 5.453453453453453, 'intersection_count': 280, 'streets_per_node_avg': 2.873873873873874, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 217, 4: 62, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15915915915915915, 2: 0.0, 3: 0.6516516516516516, 4: 0.18618618618618618, 5: 0.003003003003003003}, 'edge_length_total': 140275.27400000012, 'edge_length_avg': 154.48818722466973, 'street_length_total': 70137.63700000002, 'street_length_avg': 154.48818722466964, 'street_segments_count': 454, 'node_density_km': 27.760530415991045, 'intersection_density_km': 23.34218773716965, 'edge_density_km': 11694.042073538983, 'street_density_km': 5847.021036769488, 'circuity_avg': 1.0217984053874607, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0217984053874607\n", - "2971\n", - "4992301.447758461\n", - "{'n': 104, 'm': 272, 'k_avg': 5.230769230769231, 'intersection_count': 90, 'streets_per_node_avg': 2.875, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 75, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1346153846153846, 2: 0.0, 3: 0.7211538461538461, 4: 0.14423076923076922}, 'edge_length_total': 45477.43300000005, 'edge_length_avg': 167.19644485294134, 'street_length_total': 22934.48, 'street_length_avg': 163.8177142857143, 'street_segments_count': 140, 'node_density_km': 20.832075364098035, 'intersection_density_km': 18.027757526623297, 'edge_density_km': 9109.512611747306, 'street_density_km': 4593.969382657683, 'circuity_avg': 1.0901276263703898, 'self_loop_proportion': 0.007352941176470588, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0901276263703898\n", - "2972\n", - "3995466.7147037364\n", - "{'n': 115, 'm': 300, 'k_avg': 5.217391304347826, 'intersection_count': 88, 'streets_per_node_avg': 2.747826086956522, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 63, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23478260869565218, 2: 0.0, 3: 0.5478260869565217, 4: 0.21739130434782608}, 'edge_length_total': 45525.09199999995, 'edge_length_avg': 151.75030666666652, 'street_length_total': 22762.545999999995, 'street_length_avg': 151.75030666666663, 'street_segments_count': 150, 'node_density_km': 28.78261995695971, 'intersection_density_km': 22.02496135836917, 'edge_density_km': 11394.186274275004, 'street_density_km': 5697.093137137506, 'circuity_avg': 1.021795575416039, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.021795575416039\n", - "2973\n", - "24985901.23175989\n", - "{'n': 197, 'm': 524, 'k_avg': 5.319796954314721, 'intersection_count': 159, 'streets_per_node_avg': 2.7918781725888326, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 125, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19289340101522842, 2: 0.0, 3: 0.6345177664974619, 4: 0.16751269035532995, 5: 0.005076142131979695}, 'edge_length_total': 117254.5040000003, 'edge_length_avg': 223.76813740458073, 'street_length_total': 58929.479999999974, 'street_length_avg': 223.2177272727272, 'street_segments_count': 264, 'node_density_km': 7.884446439321983, 'intersection_density_km': 6.363588750518757, 'edge_density_km': 4692.826683031815, 'street_density_km': 2358.509283030943, 'circuity_avg': 1.0272469036487963, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0272469036487963\n", - "2974\n", - "4996703.306004496\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 2, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 8438.94, 'edge_length_avg': 1406.49, 'street_length_total': 4219.470000000001, 'street_length_avg': 1406.4900000000005, 'street_segments_count': 3, 'node_density_km': 0.8005278190508597, 'intersection_density_km': 0.40026390952542984, 'edge_density_km': 1688.9015583252656, 'street_density_km': 844.450779162633, 'circuity_avg': 1.2799522282535691, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2799522282535691\n", - "2975\n", - "408643917.6636574\n", - "{'n': 6143, 'm': 15539, 'k_avg': 5.0590916490314175, 'intersection_count': 4479, 'streets_per_node_avg': 2.576591242064138, 'streets_per_node_counts': {0: 0, 1: 1664, 2: 1, 3: 3753, 4: 722, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.270877421455315, 2: 0.00016278691193228064, 3: 0.6109392804818493, 4: 0.11753215041510663, 5: 0.0004883607357968419}, 'edge_length_total': 3418277.1899999715, 'edge_length_avg': 219.98051290301638, 'street_length_total': 1718417.1629999967, 'street_length_avg': 219.97147503840202, 'street_segments_count': 7812, 'node_density_km': 15.032647580126518, 'intersection_density_km': 10.960642765975367, 'edge_density_km': 8364.928590013797, 'street_density_km': 4205.170048350932, 'circuity_avg': 1.0553460958454102, 'self_loop_proportion': 0.0011583756998519853, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0553460958454102\n", - "2976\n", - "38965598.52517641\n", - "{'n': 1056, 'm': 2784, 'k_avg': 5.2727272727272725, 'intersection_count': 828, 'streets_per_node_avg': 2.711174242424242, 'streets_per_node_counts': {0: 0, 1: 228, 2: 0, 3: 680, 4: 145, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2159090909090909, 2: 0.0, 3: 0.6439393939393939, 4: 0.13731060606060605, 5: 0.002840909090909091}, 'edge_length_total': 476844.92300000094, 'edge_length_avg': 171.28050395114977, 'street_length_total': 241858.71099999992, 'street_length_avg': 169.84460042134825, 'street_segments_count': 1424, 'node_density_km': 27.100828422222193, 'intersection_density_km': 21.249513194696945, 'edge_density_km': 12237.587539991267, 'street_density_km': 6206.980520104944, 'circuity_avg': 1.0360602281699767, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0360602281699767\n", - "2977\n", - "7988567.532319461\n", - "{'n': 434, 'm': 1132, 'k_avg': 5.216589861751152, 'intersection_count': 341, 'streets_per_node_avg': 2.7235023041474653, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 279, 4: 58, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21428571428571427, 2: 0.0, 3: 0.6428571428571429, 4: 0.1336405529953917, 5: 0.009216589861751152}, 'edge_length_total': 110799.59300000004, 'edge_length_avg': 97.8794991166078, 'street_length_total': 58324.79999999999, 'street_length_avg': 100.38691910499138, 'street_segments_count': 581, 'node_density_km': 54.32763736979878, 'intersection_density_km': 42.686000790556186, 'edge_density_km': 13869.769836924648, 'street_density_km': 7301.0336038388, 'circuity_avg': 1.0578246586268516, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0578246586268516\n", - "2978\n", - "13983381.90871372\n", - "{'n': 994, 'm': 2119, 'k_avg': 4.2635814889336014, 'intersection_count': 570, 'streets_per_node_avg': 2.1971830985915495, 'streets_per_node_counts': {0: 0, 1: 424, 2: 0, 3: 520, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.42655935613682094, 2: 0.0, 3: 0.5231388329979879, 4: 0.05030181086519115}, 'edge_length_total': 206702.54299999934, 'edge_length_avg': 97.54721236432248, 'street_length_total': 103420.41900000002, 'street_length_avg': 97.38269209039551, 'street_segments_count': 1062, 'node_density_km': 71.08437761973666, 'intersection_density_km': 40.762671270875146, 'edge_density_km': 14782.013703794573, 'street_density_km': 7395.9518287599485, 'circuity_avg': 1.0339361325842127, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0339361325842127\n", - "2979\n", - "16971781.508467425\n", - "{'n': 1070, 'm': 2453, 'k_avg': 4.585046728971963, 'intersection_count': 714, 'streets_per_node_avg': 2.3878504672897196, 'streets_per_node_counts': {0: 0, 1: 356, 2: 0, 3: 659, 4: 53, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33271028037383177, 2: 0.0, 3: 0.6158878504672897, 4: 0.04953271028037383, 5: 0.001869158878504673}, 'edge_length_total': 272998.50999999925, 'edge_length_avg': 111.29168772931074, 'street_length_total': 137241.30699999977, 'street_length_avg': 109.79304559999981, 'street_segments_count': 1250, 'node_density_km': 63.04582694905447, 'intersection_density_km': 42.069832188434475, 'edge_density_km': 16085.436279261374, 'street_density_km': 8086.4408330691995, 'circuity_avg': 1.0688222531925116, 'self_loop_proportion': 0.0008153281695882593, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0688222531925116\n", - "2980\n", - "14994290.478947166\n", - "{'n': 8, 'm': 18, 'k_avg': 4.5, 'intersection_count': 8, 'streets_per_node_avg': 3.125, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 7, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.875, 4: 0.125}, 'edge_length_total': 21091.626000000004, 'edge_length_avg': 1171.7570000000003, 'street_length_total': 10545.813000000002, 'street_length_avg': 1171.7570000000003, 'street_segments_count': 9, 'node_density_km': 0.5335364158265744, 'intersection_density_km': 0.5335364158265744, 'edge_density_km': 1406.6438174993236, 'street_density_km': 703.3219087496618, 'circuity_avg': 1.0491444847503058, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0491444847503058\n", - "2981\n", - "10987112.826461988\n", - "{'n': 162, 'm': 362, 'k_avg': 4.469135802469136, 'intersection_count': 107, 'streets_per_node_avg': 2.345679012345679, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 103, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3395061728395062, 2: 0.0, 3: 0.6358024691358025, 4: 0.024691358024691357}, 'edge_length_total': 57107.75199999999, 'edge_length_avg': 157.75622099447511, 'street_length_total': 28553.875999999997, 'street_length_avg': 157.75622099447511, 'street_segments_count': 181, 'node_density_km': 14.744546866746465, 'intersection_density_km': 9.73868218976464, 'edge_density_km': 5197.70324579342, 'street_density_km': 2598.85162289671, 'circuity_avg': 1.0476069657483793, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0476069657483793\n", - "2982\n", - "16981499.654530153\n", - "{'n': 577, 'm': 1623, 'k_avg': 5.625649913344887, 'intersection_count': 526, 'streets_per_node_avg': 3.072790294627383, 'streets_per_node_counts': {0: 0, 1: 51, 2: 2, 3: 384, 4: 135, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08838821490467938, 2: 0.0034662045060658577, 3: 0.6655112651646448, 4: 0.2339688041594454, 5: 0.006932409012131715, 6: 0.0017331022530329288}, 'edge_length_total': 146059.80900000012, 'edge_length_avg': 89.99372088724591, 'street_length_total': 79387.84399999992, 'street_length_avg': 90.52205701254267, 'street_segments_count': 877, 'node_density_km': 33.97815338682845, 'intersection_density_km': 30.974885063209303, 'edge_density_km': 8601.113680854196, 'street_density_km': 4674.960728737619, 'circuity_avg': 1.0613814643098294, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0613814643098294\n", - "2983\n", - "7989299.871697943\n", - "{'n': 299, 'm': 720, 'k_avg': 4.816053511705686, 'intersection_count': 217, 'streets_per_node_avg': 2.5016722408026757, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 202, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27424749163879597, 2: 0.0, 3: 0.6755852842809364, 4: 0.05016722408026756}, 'edge_length_total': 93937.28400000006, 'edge_length_avg': 130.46845000000008, 'street_length_total': 46968.642000000014, 'street_length_avg': 130.46845000000005, 'street_segments_count': 360, 'node_density_km': 37.425056613434435, 'intersection_density_km': 27.16132871276011, 'edge_density_km': 11757.886862248399, 'street_density_km': 5878.943431124198, 'circuity_avg': 1.0801929474928011, 'self_loop_proportion': 0.002777777777777778, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0801929474928011\n", - "2984\n", - "11997056.251600042\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 5, 'streets_per_node_avg': 3.2, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.8, 4: 0.2}, 'edge_length_total': 13571.068000000001, 'edge_length_avg': 1696.3835000000001, 'street_length_total': 6785.534, 'street_length_avg': 1696.3835, 'street_segments_count': 4, 'node_density_km': 0.416768905233161, 'intersection_density_km': 0.416768905233161, 'edge_density_km': 1131.1998306409569, 'street_density_km': 565.5999153204783, 'circuity_avg': 1.0425092698910505, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0425092698910505\n", - "2985\n", - "5993961.662220875\n", - "{'n': 148, 'm': 346, 'k_avg': 4.675675675675675, 'intersection_count': 104, 'streets_per_node_avg': 2.439189189189189, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 99, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2972972972972973, 2: 0.0, 3: 0.668918918918919, 4: 0.033783783783783786}, 'edge_length_total': 50560.89600000004, 'edge_length_avg': 146.12975722543362, 'street_length_total': 25280.44800000002, 'street_length_avg': 146.12975722543362, 'street_segments_count': 173, 'node_density_km': 24.691515952266407, 'intersection_density_km': 17.350794993484502, 'edge_density_km': 8435.305203681646, 'street_density_km': 4217.652601840823, 'circuity_avg': 1.1571975049668628, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1571975049668628\n", - "2986\n", - "7989435.750520386\n", - "{'n': 381, 'm': 973, 'k_avg': 5.107611548556431, 'intersection_count': 305, 'streets_per_node_avg': 2.732283464566929, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 256, 4: 48, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1994750656167979, 2: 0.0, 3: 0.6719160104986877, 4: 0.12598425196850394, 5: 0.0026246719160104987}, 'edge_length_total': 96029.43100000001, 'edge_length_avg': 98.69417368961975, 'street_length_total': 48608.359000000106, 'street_length_avg': 98.19870505050527, 'street_segments_count': 495, 'node_density_km': 47.687973456095925, 'intersection_density_km': 38.17541182180908, 'edge_density_km': 12019.551067013113, 'street_density_km': 6084.0790911716185, 'circuity_avg': 1.0766754980355937, 'self_loop_proportion': 0.0041109969167523125, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0766754980355937\n", - "2987\n", - "6989696.158303429\n", - "{'n': 470, 'm': 1173, 'k_avg': 4.991489361702127, 'intersection_count': 361, 'streets_per_node_avg': 2.6148936170212767, 'streets_per_node_counts': {0: 0, 1: 109, 2: 0, 3: 324, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23191489361702128, 2: 0.0, 3: 0.6893617021276596, 4: 0.07872340425531915}, 'edge_length_total': 119532.6019999999, 'edge_length_avg': 101.9033265132139, 'street_length_total': 59898.939, 'street_length_avg': 101.1806402027027, 'street_segments_count': 592, 'node_density_km': 67.24183560420751, 'intersection_density_km': 51.647452453444494, 'edge_density_km': 17101.258666015234, 'street_density_km': 8569.605551286071, 'circuity_avg': 1.0294161151569454, 'self_loop_proportion': 0.0017050298380221654, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0294161151569454\n", - "2988\n", - "14993953.772584004\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 3003.988, 'edge_length_avg': 1501.994, 'street_length_total': 1501.994, 'street_length_avg': 1501.994, 'street_segments_count': 1, 'node_density_km': 0.13338709924909467, 'intersection_density_km': 0.13338709924909467, 'edge_density_km': 200.34662274954468, 'street_density_km': 100.17331137477234, 'circuity_avg': 1.0043433780284452, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0043433780284452\n", - "2989\n", - "14978257.661141431\n", - "{'n': 948, 'm': 2326, 'k_avg': 4.9071729957805905, 'intersection_count': 711, 'streets_per_node_avg': 2.6434599156118144, 'streets_per_node_counts': {0: 0, 1: 237, 2: 1, 3: 574, 4: 135, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0010548523206751054, 3: 0.6054852320675106, 4: 0.14240506329113925, 5: 0.0010548523206751054}, 'edge_length_total': 200892.5639999995, 'edge_length_avg': 86.36825623387769, 'street_length_total': 106352.92099999981, 'street_length_avg': 85.42403293172676, 'street_segments_count': 1245, 'node_density_km': 63.29174069821395, 'intersection_density_km': 47.468805523660464, 'edge_density_km': 13412.278553678607, 'street_density_km': 7100.486812689474, 'circuity_avg': 1.0535738907830154, 'self_loop_proportion': 0.0017196904557179708, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535738907830154\n", - "2990\n", - "11979865.934088146\n", - "{'n': 360, 'm': 874, 'k_avg': 4.855555555555555, 'intersection_count': 261, 'streets_per_node_avg': 2.513888888888889, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 238, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.275, 2: 0.0, 3: 0.6611111111111111, 4: 0.06388888888888888}, 'edge_length_total': 138731.90799999997, 'edge_length_avg': 158.73216018306633, 'street_length_total': 69365.95400000003, 'street_length_avg': 158.7321601830664, 'street_segments_count': 437, 'node_density_km': 30.050419761012257, 'intersection_density_km': 21.78655432673389, 'edge_density_km': 11580.422415683704, 'street_density_km': 5790.211207841856, 'circuity_avg': 1.097459320665596, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.097459320665596\n", - "2991\n", - "23960745.657586727\n", - "{'n': 479, 'm': 1244, 'k_avg': 5.1941544885177455, 'intersection_count': 378, 'streets_per_node_avg': 2.6910229645093944, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 324, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21085594989561587, 2: 0.0, 3: 0.6764091858037579, 4: 0.1127348643006263}, 'edge_length_total': 220128.75800000055, 'edge_length_avg': 176.95237781350528, 'street_length_total': 110064.37899999999, 'street_length_avg': 176.9523778135048, 'street_segments_count': 622, 'node_density_km': 19.991030615039875, 'intersection_density_km': 15.775802865313304, 'edge_density_km': 9187.057913212348, 'street_density_km': 4593.528956606162, 'circuity_avg': 1.0497154620723612, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0497154620723612\n", - "2992\n", - "12978636.535947617\n", - "{'n': 1290, 'm': 3731, 'k_avg': 5.7844961240310075, 'intersection_count': 1193, 'streets_per_node_avg': 3.0488372093023255, 'streets_per_node_counts': {0: 0, 1: 97, 2: 1, 3: 945, 4: 236, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07519379844961241, 2: 0.0007751937984496124, 3: 0.7325581395348837, 4: 0.18294573643410852, 5: 0.008527131782945736}, 'edge_length_total': 290843.8380000005, 'edge_length_avg': 77.95332028946677, 'street_length_total': 155340.43899999998, 'street_length_avg': 80.03113807315816, 'street_segments_count': 1941, 'node_density_km': 99.39410788082544, 'intersection_density_km': 91.92028736575561, 'edge_density_km': 22409.429310577805, 'street_density_km': 11968.933606372699, 'circuity_avg': 1.0464489932554217, 'self_loop_proportion': 0.0050924685071026534, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0464489932554217\n", - "2993\n", - "4992109.487186888\n", - "{'n': 304, 'm': 796, 'k_avg': 5.2368421052631575, 'intersection_count': 244, 'streets_per_node_avg': 2.710526315789474, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 213, 4: 30, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19736842105263158, 2: 0.0, 3: 0.7006578947368421, 4: 0.09868421052631579, 5: 0.003289473684210526}, 'edge_length_total': 66806.28599999998, 'edge_length_avg': 83.92749497487435, 'street_length_total': 33403.14299999998, 'street_length_avg': 83.92749497487432, 'street_segments_count': 398, 'node_density_km': 60.89610029192439, 'intersection_density_km': 48.87713312904458, 'edge_density_km': 13382.375961799287, 'street_density_km': 6691.187980899642, 'circuity_avg': 1.027635960392055, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027635960392055\n", - "2994\n", - "9985046.716329586\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 961, 'm': 2627, 'k_avg': 5.467221644120707, 'intersection_count': 842, 'streets_per_node_avg': 2.946930280957336, 'streets_per_node_counts': {0: 0, 1: 119, 2: 0, 3: 656, 4: 185, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12382934443288242, 2: 0.0, 3: 0.6826222684703434, 4: 0.19250780437044746, 5: 0.001040582726326743}, 'edge_length_total': 207941.87699999937, 'edge_length_avg': 79.15564408070018, 'street_length_total': 109274.16800000006, 'street_length_avg': 78.50155747126442, 'street_segments_count': 1392, 'node_density_km': 96.24391625813594, 'intersection_density_km': 84.32609520223774, 'edge_density_km': 20825.328404315864, 'street_density_km': 10943.78134669041, 'circuity_avg': 1.061877634827668, 'self_loop_proportion': 0.0022839741149600305, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061877634827668\n", - "2995\n", - "9983954.62631182\n", - "{'n': 296, 'm': 801, 'k_avg': 5.412162162162162, 'intersection_count': 244, 'streets_per_node_avg': 2.89527027027027, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 172, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17567567567567569, 2: 0.0, 3: 0.581081081081081, 4: 0.23986486486486486, 5: 0.0033783783783783786}, 'edge_length_total': 123808.2730000001, 'edge_length_avg': 154.5671323345819, 'street_length_total': 64849.733, 'street_length_avg': 154.0373705463183, 'street_segments_count': 421, 'node_density_km': 29.647570634978493, 'intersection_density_km': 24.439213631536326, 'edge_density_km': 12400.72472622366, 'street_density_km': 6495.395404652012, 'circuity_avg': 1.0629421423795034, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0629421423795034\n", - "2996\n", - "10993178.586138016\n", - "{'n': 10, 'm': 22, 'k_avg': 4.4, 'intersection_count': 9, 'streets_per_node_avg': 2.9, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 8, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1, 2: 0.0, 3: 0.8, 4: 0.1}, 'edge_length_total': 12160.228, 'edge_length_avg': 552.7376363636363, 'street_length_total': 6080.113999999999, 'street_length_avg': 552.7376363636363, 'street_segments_count': 11, 'node_density_km': 0.9096550121190267, 'intersection_density_km': 0.8186895109071239, 'edge_density_km': 1106.1612348710125, 'street_density_km': 553.0806174355063, 'circuity_avg': 1.028583919713399, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028583919713399\n", - "2997\n", - "22972904.299184334\n", - "{'n': 893, 'm': 2294, 'k_avg': 5.137737961926092, 'intersection_count': 742, 'streets_per_node_avg': 2.843225083986562, 'streets_per_node_counts': {0: 0, 1: 151, 2: 1, 3: 582, 4: 155, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1690929451287794, 2: 0.0011198208286674132, 3: 0.6517357222844344, 4: 0.17357222844344905, 5: 0.004479283314669653}, 'edge_length_total': 265276.9320000002, 'edge_length_avg': 115.63946469049704, 'street_length_total': 140452.1259999999, 'street_length_avg': 112.72241252006413, 'street_segments_count': 1246, 'node_density_km': 38.87188090674746, 'intersection_density_km': 32.29892008153036, 'edge_density_km': 11547.38332364093, 'street_density_km': 6113.816702095727, 'circuity_avg': 1.0545974456480292, 'self_loop_proportion': 0.0017436791630340018, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0545974456480292\n", - "2998\n", - "3995464.6978276186\n", - "{'n': 118, 'm': 272, 'k_avg': 4.610169491525424, 'intersection_count': 86, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 81, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2711864406779661, 2: 0.0, 3: 0.6864406779661016, 4: 0.0423728813559322}, 'edge_length_total': 37408.79999999996, 'edge_length_avg': 137.53235294117633, 'street_length_total': 18704.399999999998, 'street_length_avg': 137.53235294117644, 'street_segments_count': 136, 'node_density_km': 29.533485820600042, 'intersection_density_km': 21.524404920098334, 'edge_density_km': 9362.815799708997, 'street_density_km': 4681.407899854503, 'circuity_avg': 1.1143679850200496, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1143679850200496\n", - "2999\n", - "8997653.389176747\n", - "{'n': 681, 'm': 2000, 'k_avg': 5.873715124816447, 'intersection_count': 659, 'streets_per_node_avg': 3.276064610866373, 'streets_per_node_counts': {0: 0, 1: 22, 2: 1, 3: 427, 4: 229, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.032305433186490456, 2: 0.0014684287812041115, 3: 0.6270190895741556, 4: 0.33627019089574156, 5: 0.002936857562408223}, 'edge_length_total': 191366.76000000033, 'edge_length_avg': 95.68338000000017, 'street_length_total': 103592.93400000002, 'street_length_avg': 95.74208317929762, 'street_segments_count': 1082, 'node_density_km': 75.68640072523499, 'intersection_density_km': 73.24131876347997, 'edge_density_km': 21268.51877070469, 'street_density_km': 11513.32792221266, 'circuity_avg': 1.0205387502896526, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0205387502896526\n", - "3000\n", - "22981488.278821867\n", - "{'n': 2026, 'm': 5074, 'k_avg': 5.00888450148075, 'intersection_count': 1478, 'streets_per_node_avg': 2.574531095755183, 'streets_per_node_counts': {0: 0, 1: 548, 2: 0, 3: 1246, 4: 230, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2704837117472853, 2: 0.0, 3: 0.6150049358341559, 4: 0.11352418558736427, 5: 0.0009871668311944718}, 'edge_length_total': 505679.3900000005, 'edge_length_avg': 99.66089672841949, 'street_length_total': 254906.1079999998, 'street_length_avg': 99.57269843749992, 'street_segments_count': 2560, 'node_density_km': 88.15791107258357, 'intersection_density_km': 64.31263206578407, 'edge_density_km': 22003.77033309889, 'street_density_km': 11091.801579922196, 'circuity_avg': 1.0457647585798169, 'self_loop_proportion': 0.0007883326763894363, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0457647585798169\n", - "3001\n", - "8993237.70540185\n", - "{'n': 4, 'm': 8, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 767.1679999999998, 'edge_length_avg': 95.89599999999997, 'street_length_total': 383.584, 'street_length_avg': 95.896, 'street_segments_count': 4, 'node_density_km': 0.44477863601863565, 'intersection_density_km': 0.44477863601863565, 'edge_density_km': 85.30498415928614, 'street_density_km': 42.65249207964308, 'circuity_avg': 1.0023577311040899, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0023577311040899\n", - "3002\n", - "11995116.224523999\n", - "{'n': 241, 'm': 658, 'k_avg': 5.460580912863071, 'intersection_count': 211, 'streets_per_node_avg': 2.908713692946058, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 173, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12448132780082988, 2: 0.0, 3: 0.7178423236514523, 4: 0.15767634854771784}, 'edge_length_total': 112931.01800000013, 'edge_length_avg': 171.6276869300914, 'street_length_total': 56465.50900000001, 'street_length_avg': 171.62768693009122, 'street_segments_count': 329, 'node_density_km': 20.091510202066722, 'intersection_density_km': 17.590492334589538, 'edge_density_km': 9414.749793679599, 'street_density_km': 4707.374896839795, 'circuity_avg': 1.0265114849326986, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0265114849326986\n", - "3003\n", - "2995772.962714186\n", - "{'n': 140, 'm': 336, 'k_avg': 4.8, 'intersection_count': 98, 'streets_per_node_avg': 2.5142857142857142, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 83, 4: 14, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3, 2: 0.0, 3: 0.5928571428571429, 4: 0.1, 5: 0.007142857142857143}, 'edge_length_total': 35606.70800000004, 'edge_length_avg': 105.97234523809536, 'street_length_total': 17803.354000000003, 'street_length_avg': 105.97234523809526, 'street_segments_count': 168, 'node_density_km': 46.732513358809165, 'intersection_density_km': 32.71275935116642, 'edge_density_km': 11885.649694808708, 'street_density_km': 5942.8248474043485, 'circuity_avg': 1.0761110944703098, 'self_loop_proportion': 0.005952380952380952, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0761110944703098\n", - "3004\n", - "4995287.307086759\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 284, 'm': 862, 'k_avg': 6.070422535211268, 'intersection_count': 266, 'streets_per_node_avg': 3.2288732394366195, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 167, 4: 97, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06338028169014084, 2: 0.0, 3: 0.5880281690140845, 4: 0.3415492957746479, 5: 0.007042253521126761}, 'edge_length_total': 65039.32599999999, 'edge_length_avg': 75.45165429234338, 'street_length_total': 33960.54499999999, 'street_length_avg': 74.96809050772625, 'street_segments_count': 453, 'node_density_km': 56.85358669902577, 'intersection_density_km': 53.25019035894667, 'edge_density_km': 13020.13718164507, 'street_density_km': 6798.516864449526, 'circuity_avg': 1.0371489394845173, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0371489394845173\n", - "3005\n", - "14984322.820111308\n", - "{'n': 1500, 'm': 3434, 'k_avg': 4.578666666666667, 'intersection_count': 991, 'streets_per_node_avg': 2.448, 'streets_per_node_counts': {0: 0, 1: 509, 2: 2, 3: 798, 4: 190, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3393333333333333, 2: 0.0013333333333333333, 3: 0.532, 4: 0.12666666666666668, 5: 0.0006666666666666666}, 'edge_length_total': 276750.49000000075, 'edge_length_avg': 80.591290040769, 'street_length_total': 145379.48400000023, 'street_length_avg': 80.23150331125841, 'street_segments_count': 1812, 'node_density_km': 100.10462387975018, 'intersection_density_km': 66.13578817655495, 'edge_density_km': 18469.33580665776, 'street_density_km': 9702.10571043479, 'circuity_avg': 1.0391198820384588, 'self_loop_proportion': 0.0005824111822947001, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0391198820384588\n", - "3006\n", - "19989181.822860155\n", - "{'n': 1125, 'm': 2947, 'k_avg': 5.239111111111111, 'intersection_count': 841, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 284, 2: 0, 3: 649, 4: 191, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25244444444444447, 2: 0.0, 3: 0.5768888888888889, 4: 0.16977777777777778, 5: 0.0008888888888888889}, 'edge_length_total': 307493.82500000007, 'edge_length_avg': 104.34130471666103, 'street_length_total': 154372.2090000001, 'street_length_avg': 104.30554662162169, 'street_segments_count': 1480, 'node_density_km': 56.28044258987231, 'intersection_density_km': 42.07275752718454, 'edge_density_km': 15383.012057469108, 'street_density_km': 7722.7877743078, 'circuity_avg': 1.0535508457213616, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535508457213616\n", - "3007\n", - "3993346.775993806\n", - "{'n': 55, 'm': 154, 'k_avg': 5.6, 'intersection_count': 48, 'streets_per_node_avg': 3.0727272727272728, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 30, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12727272727272726, 2: 0.0, 3: 0.5454545454545454, 4: 0.32727272727272727}, 'edge_length_total': 24317.00799999999, 'edge_length_avg': 157.90264935064928, 'street_length_total': 12158.503999999999, 'street_length_avg': 157.90264935064934, 'street_segments_count': 77, 'node_density_km': 13.77290856146907, 'intersection_density_km': 12.019992926373007, 'edge_density_km': 6089.380503136577, 'street_density_km': 3044.6902515682896, 'circuity_avg': 1.0191472633788263, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0191472633788263\n", - "3008\n", - "67905994.81160288\n", - "{'n': 1202, 'm': 3016, 'k_avg': 5.018302828618968, 'intersection_count': 918, 'streets_per_node_avg': 2.600665557404326, 'streets_per_node_counts': {0: 0, 1: 284, 2: 4, 3: 835, 4: 71, 5: 3, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23627287853577372, 2: 0.0033277870216306157, 3: 0.6946755407653911, 4: 0.05906821963394343, 5: 0.0024958402662229617, 6: 0.004159733777038269}, 'edge_length_total': 627559.5129999977, 'edge_length_avg': 208.07676160477376, 'street_length_total': 323782.24000000034, 'street_length_avg': 209.4322380336354, 'street_segments_count': 1546, 'node_density_km': 17.700940886512395, 'intersection_density_km': 13.518688630464542, 'edge_density_km': 9241.592214959623, 'street_density_km': 4768.0950834796795, 'circuity_avg': 1.2038933452875964, 'self_loop_proportion': 0.001326259946949602, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2038933452875964\n", - "3009\n", - "13993281.429827847\n", - "{'n': 897, 'm': 2380, 'k_avg': 5.306577480490524, 'intersection_count': 726, 'streets_per_node_avg': 2.7937569676700114, 'streets_per_node_counts': {0: 0, 1: 171, 2: 0, 3: 569, 4: 157}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19063545150501673, 2: 0.0, 3: 0.6343366778149386, 4: 0.1750278706800446}, 'edge_length_total': 259887.95999999912, 'edge_length_avg': 109.19662184873913, 'street_length_total': 132631.06800000035, 'street_length_avg': 107.04686682808745, 'street_segments_count': 1239, 'node_density_km': 64.10219107635253, 'intersection_density_km': 51.882040938051205, 'edge_density_km': 18572.338539981498, 'street_density_km': 9478.196280486874, 'circuity_avg': 1.03694551159298, 'self_loop_proportion': 0.0008403361344537816, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03694551159298\n", - "3010\n", - "7993852.769340422\n", - "{'n': 11, 'm': 20, 'k_avg': 3.6363636363636362, 'intersection_count': 8, 'streets_per_node_avg': 2.5454545454545454, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 7, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0, 3: 0.6363636363636364, 4: 0.09090909090909091}, 'edge_length_total': 15457.871999999996, 'edge_length_avg': 772.8935999999998, 'street_length_total': 7728.936, 'street_length_avg': 772.8936, 'street_segments_count': 10, 'node_density_km': 1.3760573677550503, 'intersection_density_km': 1.0007689947309457, 'edge_density_km': 1933.7198777649535, 'street_density_km': 966.859938882477, 'circuity_avg': 1.0010733527774576, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0010733527774576\n", - "3011\n", - "18988417.671553873\n", - "{'n': 561, 'm': 1453, 'k_avg': 5.180035650623886, 'intersection_count': 444, 'streets_per_node_avg': 2.6827094474153297, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 388, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20855614973262032, 2: 0.0, 3: 0.6916221033868093, 4: 0.09982174688057041}, 'edge_length_total': 236850.58000000034, 'edge_length_avg': 163.00796971782543, 'street_length_total': 118783.42200000004, 'street_length_avg': 159.8700161507403, 'street_segments_count': 743, 'node_density_km': 29.544325899278153, 'intersection_density_km': 23.382675043278965, 'edge_density_km': 12473.423752144496, 'street_density_km': 6255.572426024041, 'circuity_avg': 1.0371131470022612, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0371131470022612\n", - "3012\n", - "7987835.224166909\n", - "{'n': 193, 'm': 526, 'k_avg': 5.450777202072539, 'intersection_count': 162, 'streets_per_node_avg': 2.844559585492228, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 130, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16062176165803108, 2: 0.0, 3: 0.6735751295336787, 4: 0.16580310880829016}, 'edge_length_total': 90433.76799999997, 'edge_length_avg': 171.92731558935355, 'street_length_total': 45216.88399999997, 'street_length_avg': 171.9273155893535, 'street_segments_count': 263, 'node_density_km': 24.16174026926412, 'intersection_density_km': 20.280838982491126, 'edge_density_km': 11321.436341900975, 'street_density_km': 5660.718170950486, 'circuity_avg': 1.0456462758869942, 'self_loop_proportion': 0.0038022813688212928, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456462758869942\n", - "3013\n", - "23960930.916934498\n", - "{'n': 2122, 'm': 6042, 'k_avg': 5.694627709707823, 'intersection_count': 1903, 'streets_per_node_avg': 3.0513666352497646, 'streets_per_node_counts': {0: 0, 1: 219, 2: 2, 3: 1371, 4: 513, 5: 15, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10320452403393025, 2: 0.000942507068803016, 3: 0.6460885956644675, 4: 0.24175306314797362, 5: 0.00706880301602262, 6: 0.000942507068803016}, 'edge_length_total': 492563.6629999989, 'edge_length_avg': 81.52328086726232, 'street_length_total': 265835.232, 'street_length_avg': 82.63451414361207, 'street_segments_count': 3217, 'node_density_km': 88.560832939102, 'intersection_density_km': 79.42095432757355, 'edge_density_km': 20556.950174747897, 'street_density_km': 11094.528544052508, 'circuity_avg': 1.0485365085243457, 'self_loop_proportion': 0.003641178417742469, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0485365085243457\n", - "3014\n", - "17977708.730623342\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 706, 'm': 2004, 'k_avg': 5.6770538243626065, 'intersection_count': 591, 'streets_per_node_avg': 2.8725212464589234, 'streets_per_node_counts': {0: 0, 1: 115, 2: 0, 3: 451, 4: 140}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16288951841359772, 2: 0.0, 3: 0.6388101983002833, 4: 0.19830028328611898}, 'edge_length_total': 241320.26000000042, 'edge_length_avg': 120.41929141716588, 'street_length_total': 120660.13000000014, 'street_length_avg': 120.41929141716581, 'street_segments_count': 1002, 'node_density_km': 39.270855400910754, 'intersection_density_km': 32.87404467696636, 'edge_density_km': 13423.304583243913, 'street_density_km': 6711.652291621953, 'circuity_avg': 1.060361097408701, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060361097408701\n", - "3015\n", - "21981974.812885743\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 0, 2: 1, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.3333333333333333, 3: 0.6666666666666666}, 'edge_length_total': 4115.958, 'edge_length_avg': 1028.9895, 'street_length_total': 2057.979, 'street_length_avg': 1028.9895, 'street_segments_count': 2, 'node_density_km': 0.13647545434550368, 'intersection_density_km': 0.13647545434550368, 'edge_density_km': 187.2424127056702, 'street_density_km': 93.6212063528351, 'circuity_avg': 1.0000808857290917, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0000808857290917\n", - "3016\n", - "6997337.985832025\n", - "{'n': 165, 'm': 458, 'k_avg': 5.551515151515152, 'intersection_count': 135, 'streets_per_node_avg': 2.824242424242424, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 105, 4: 29, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.6363636363636364, 4: 0.17575757575757575, 5: 0.006060606060606061}, 'edge_length_total': 70650.09800000003, 'edge_length_avg': 154.25785589519657, 'street_length_total': 35325.049000000006, 'street_length_avg': 154.25785589519654, 'street_segments_count': 229, 'node_density_km': 23.580395906855784, 'intersection_density_km': 19.29305119651837, 'edge_density_km': 10096.71079817067, 'street_density_km': 5048.355399085334, 'circuity_avg': 1.0350258115515616, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0350258115515616\n", - "3017\n", - "5990308.022920723\n", - "{'n': 170, 'm': 398, 'k_avg': 4.682352941176471, 'intersection_count': 120, 'streets_per_node_avg': 2.4941176470588236, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 106, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29411764705882354, 2: 0.0, 3: 0.6235294117647059, 4: 0.08235294117647059}, 'edge_length_total': 56429.57199999995, 'edge_length_avg': 141.7828442211054, 'street_length_total': 28214.786000000007, 'street_length_avg': 141.78284422110556, 'street_segments_count': 199, 'node_density_km': 28.37917505235604, 'intersection_density_km': 20.032358860486614, 'edge_density_km': 9420.14530539722, 'street_density_km': 4710.0726526986155, 'circuity_avg': 1.041917203272565, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041917203272565\n", - "3018\n", - "6994046.552685809\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.5, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 1, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.5, 4: 0.5}, 'edge_length_total': 3998.9139999999998, 'edge_length_avg': 1999.4569999999999, 'street_length_total': 1999.4569999999999, 'street_length_avg': 1999.4569999999999, 'street_segments_count': 1, 'node_density_km': 0.2859574904076057, 'intersection_density_km': 0.2859574904076057, 'edge_density_km': 571.7597058979201, 'street_density_km': 285.87985294896004, 'circuity_avg': 1.3172603516032868, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3172603516032868\n", - "3019\n", - "13987947.398889787\n", - "{'n': 776, 'm': 2174, 'k_avg': 5.603092783505154, 'intersection_count': 694, 'streets_per_node_avg': 3.0347938144329896, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 522, 4: 154, 5: 17, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1056701030927835, 2: 0.0, 3: 0.6726804123711341, 4: 0.19845360824742267, 5: 0.02190721649484536, 6: 0.001288659793814433}, 'edge_length_total': 193076.18100000016, 'edge_length_avg': 88.81149080036806, 'street_length_total': 100638.64800000019, 'street_length_avg': 86.75745517241396, 'street_segments_count': 1160, 'node_density_km': 55.47633100633411, 'intersection_density_km': 49.6141413896854, 'edge_density_km': 13803.038822931552, 'street_density_km': 7194.668748038601, 'circuity_avg': 1.041872589714656, 'self_loop_proportion': 0.0027598896044158236, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041872589714656\n", - "3020\n", - "7991697.167627656\n", - "{'n': 433, 'm': 1112, 'k_avg': 5.1362586605080836, 'intersection_count': 348, 'streets_per_node_avg': 2.699769053117783, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 309, 4: 38, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19630484988452657, 2: 0.0, 3: 0.7136258660508084, 4: 0.08775981524249422, 5: 0.0023094688221709007}, 'edge_length_total': 93111.32199999991, 'edge_length_avg': 83.73320323741, 'street_length_total': 47896.65400000002, 'street_length_avg': 83.15391319444447, 'street_segments_count': 576, 'node_density_km': 54.181232211096976, 'intersection_density_km': 43.545193555338905, 'edge_density_km': 11651.007295067477, 'street_density_km': 5993.301922652581, 'circuity_avg': 1.08775200370561, 'self_loop_proportion': 0.0017985611510791368, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.08775200370561\n", - "3021\n", - "10983228.873059789\n", - "{'n': 938, 'm': 2635, 'k_avg': 5.618336886993603, 'intersection_count': 814, 'streets_per_node_avg': 2.901918976545842, 'streets_per_node_counts': {0: 0, 1: 124, 2: 3, 3: 653, 4: 157, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13219616204690832, 2: 0.0031982942430703624, 3: 0.6961620469083155, 4: 0.1673773987206823, 5: 0.0010660980810234541}, 'edge_length_total': 203954.64699999974, 'edge_length_avg': 77.40214307400369, 'street_length_total': 106895.89099999999, 'street_length_avg': 79.41745245170875, 'street_segments_count': 1346, 'node_density_km': 85.40293668110415, 'intersection_density_km': 74.11299622432705, 'edge_density_km': 18569.64371381442, 'street_density_km': 9732.647132775277, 'circuity_avg': 1.0342539140348084, 'self_loop_proportion': 0.0007590132827324478, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0342539140348084\n", - "3022\n", - "6992404.785623555\n", - "{'n': 53, 'm': 108, 'k_avg': 4.0754716981132075, 'intersection_count': 33, 'streets_per_node_avg': 2.3962264150943398, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 25, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37735849056603776, 2: 0.0, 3: 0.4716981132075472, 4: 0.1509433962264151}, 'edge_length_total': 36169.157, 'edge_length_avg': 334.89960185185186, 'street_length_total': 19317.686, 'street_length_avg': 351.23065454545457, 'street_segments_count': 55, 'node_density_km': 7.579652726765541, 'intersection_density_km': 4.719406414778544, 'edge_density_km': 5172.634895846433, 'street_density_km': 2762.6670068811422, 'circuity_avg': 1.0478823113562188, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0478823113562188\n", - "3023\n", - "13995851.790931273\n", - "{'n': 250, 'm': 636, 'k_avg': 5.088, 'intersection_count': 202, 'streets_per_node_avg': 2.664, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 190, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.192, 2: 0.0, 3: 0.76, 4: 0.048}, 'edge_length_total': 109214.94799999993, 'edge_length_avg': 171.72161635220115, 'street_length_total': 54607.47399999997, 'street_length_avg': 171.72161635220118, 'street_segments_count': 318, 'node_density_km': 17.862435508354665, 'intersection_density_km': 14.432847890750569, 'edge_density_km': 7803.3798607932285, 'street_density_km': 3901.6899303966147, 'circuity_avg': 1.070886009682534, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.070886009682534\n", - "3024\n", - "31950155.91613403\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3398, 'm': 9207, 'k_avg': 5.4190700412007065, 'intersection_count': 3048, 'streets_per_node_avg': 2.9340788699234843, 'streets_per_node_counts': {0: 0, 1: 350, 2: 3, 3: 2578, 4: 455, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10300176574455562, 2: 0.0008828722778104767, 3: 0.7586815773984696, 4: 0.13390229546792232, 5: 0.003531489111241907}, 'edge_length_total': 704172.7009999993, 'edge_length_avg': 76.48231791028557, 'street_length_total': 389360.6969999991, 'street_length_avg': 78.73826026289163, 'street_segments_count': 4945, 'node_density_km': 106.35315861742305, 'intersection_density_km': 95.39859548731768, 'edge_density_km': 22039.7265931466, 'street_density_km': 12186.503816195203, 'circuity_avg': 1.0956592786415058, 'self_loop_proportion': 0.0023894862604540022, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0956592786415058\n", - "3025\n", - "9993056.290666142\n", - "{'n': 115, 'm': 270, 'k_avg': 4.695652173913044, 'intersection_count': 101, 'streets_per_node_avg': 2.973913043478261, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 78, 4: 21, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12173913043478261, 2: 0.0, 3: 0.6782608695652174, 4: 0.1826086956521739, 5: 0.017391304347826087}, 'edge_length_total': 60699.76799999998, 'edge_length_avg': 224.81395555555548, 'street_length_total': 38166.996999999996, 'street_length_avg': 234.15335582822084, 'street_segments_count': 163, 'node_density_km': 11.507990814323136, 'intersection_density_km': 10.107018019535971, 'edge_density_km': 6074.194544135175, 'street_density_km': 3819.3517468373793, 'circuity_avg': 1.1307898832398136, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1307898832398136\n", - "3026\n", - "9993940.646010624\n", - "{'n': 72, 'm': 178, 'k_avg': 4.944444444444445, 'intersection_count': 54, 'streets_per_node_avg': 2.611111111111111, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 46, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6388888888888888, 4: 0.1111111111111111}, 'edge_length_total': 48984.416, 'edge_length_avg': 275.19334831460674, 'street_length_total': 24492.208, 'street_length_avg': 275.19334831460674, 'street_segments_count': 89, 'node_density_km': 7.204365380010628, 'intersection_density_km': 5.403274035007971, 'edge_density_km': 4901.411538756093, 'street_density_km': 2450.7057693780466, 'circuity_avg': 1.0455030646776857, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0455030646776857\n", - "3027\n", - "14990112.936519135\n", - "{'n': 323, 'm': 834, 'k_avg': 5.164086687306502, 'intersection_count': 245, 'streets_per_node_avg': 2.674922600619195, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 194, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24148606811145512, 2: 0.0, 3: 0.6006191950464397, 4: 0.15789473684210525}, 'edge_length_total': 103171.52500000013, 'edge_length_avg': 123.70686450839344, 'street_length_total': 51835.65199999998, 'street_length_avg': 122.54291252955078, 'street_segments_count': 423, 'node_density_km': 21.547536123834174, 'intersection_density_km': 16.344106347799915, 'edge_density_km': 6882.638272100815, 'street_density_km': 3457.989424063457, 'circuity_avg': 1.0108558527363236, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0108558527363236\n", - "3028\n", - "2997830.0622683465\n", - "{'n': 34, 'm': 77, 'k_avg': 4.529411764705882, 'intersection_count': 26, 'streets_per_node_avg': 2.5588235294117645, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 25, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23529411764705882, 2: 0.0, 3: 0.7352941176470589, 4: 0.029411764705882353}, 'edge_length_total': 17862.046000000002, 'edge_length_avg': 231.9746233766234, 'street_length_total': 9064.662000000002, 'street_length_avg': 232.42723076923082, 'street_segments_count': 39, 'node_density_km': 11.341536809552663, 'intersection_density_km': 8.67293991318733, 'edge_density_km': 5958.32506479185, 'street_density_km': 3023.741109975096, 'circuity_avg': 1.1106480692331395, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1106480692331395\n", - "3029\n", - "3993532.3828086816\n", - "{'n': 237, 'm': 694, 'k_avg': 5.856540084388186, 'intersection_count': 208, 'streets_per_node_avg': 2.9915611814345993, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 152, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12236286919831224, 2: 0.0, 3: 0.6413502109704642, 4: 0.23628691983122363}, 'edge_length_total': 55612.76899999997, 'edge_length_avg': 80.13367291066278, 'street_length_total': 27828.839000000004, 'street_length_avg': 79.96792816091956, 'street_segments_count': 348, 'node_density_km': 59.34595673249959, 'intersection_density_km': 52.08421519139204, 'edge_density_km': 13925.708788390264, 'street_density_km': 6968.47711058944, 'circuity_avg': 1.0187454202513757, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0187454202513757\n", - "3030\n", - "9991944.405941123\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.3333333333333333, 4: 0.3333333333333333}, 'edge_length_total': 2817.2160000000003, 'edge_length_avg': 704.3040000000001, 'street_length_total': 1408.6080000000002, 'street_length_avg': 704.3040000000001, 'street_segments_count': 2, 'node_density_km': 0.3002418626565042, 'intersection_density_km': 0.2001612417710028, 'edge_density_km': 281.9487264485687, 'street_density_km': 140.97436322428436, 'circuity_avg': 1.0080402353043607, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0080402353043607\n", - "3031\n", - "8995327.506589197\n", - "{'n': 265, 'm': 696, 'k_avg': 5.252830188679245, 'intersection_count': 213, 'streets_per_node_avg': 2.7660377358490567, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 171, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19622641509433963, 2: 0.0, 3: 0.6452830188679245, 4: 0.15849056603773584}, 'edge_length_total': 112190.02399999996, 'edge_length_avg': 161.19256321839075, 'street_length_total': 56095.01199999997, 'street_length_avg': 161.19256321839072, 'street_segments_count': 348, 'node_density_km': 29.45973893734097, 'intersection_density_km': 23.67895997605142, 'edge_density_km': 12472.033277034025, 'street_density_km': 6236.016638517011, 'circuity_avg': 1.0233714111990535, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0233714111990535\n", - "3032\n", - "3998308.637349954\n", - "{'n': 52, 'm': 105, 'k_avg': 4.038461538461538, 'intersection_count': 45, 'streets_per_node_avg': 2.9615384615384617, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 35, 4: 9, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1346153846153846, 2: 0.0, 3: 0.6730769230769231, 4: 0.17307692307692307, 5: 0.0, 6: 0.019230769230769232}, 'edge_length_total': 18000.312999999995, 'edge_length_avg': 171.43155238095233, 'street_length_total': 10283.482999999998, 'street_length_avg': 140.86963013698627, 'street_segments_count': 73, 'node_density_km': 13.00549925392082, 'intersection_density_km': 11.254758969739171, 'edge_density_km': 4501.981870996946, 'street_density_km': 2571.9582785424504, 'circuity_avg': 1.0910973936166386, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0910973936166386\n", - "3033\n", - "31978234.327502623\n", - "{'n': 1614, 'm': 4276, 'k_avg': 5.298636926889715, 'intersection_count': 1315, 'streets_per_node_avg': 2.8438661710037176, 'streets_per_node_counts': {0: 0, 1: 299, 2: 0, 3: 971, 4: 342, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1852540272614622, 2: 0.0, 3: 0.6016109045848823, 4: 0.21189591078066913, 5: 0.0012391573729863693}, 'edge_length_total': 482942.85099999927, 'edge_length_avg': 112.94266861552836, 'street_length_total': 251736.58800000028, 'street_length_avg': 111.78356483126123, 'street_segments_count': 2252, 'node_density_km': 50.471829791174315, 'intersection_density_km': 41.12172005910423, 'edge_density_km': 15102.236291534338, 'street_density_km': 7872.122813969633, 'circuity_avg': 1.0438652641834096, 'self_loop_proportion': 0.0004677268475210477, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0438652641834096\n", - "3034\n", - "143929486.20411077\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1890, 'm': 5143, 'k_avg': 5.442328042328042, 'intersection_count': 1540, 'streets_per_node_avg': 2.7656084656084654, 'streets_per_node_counts': {0: 0, 1: 350, 2: 0, 3: 1284, 4: 255, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18518518518518517, 2: 0.0, 3: 0.6793650793650794, 4: 0.1349206349206349, 5: 0.0005291005291005291}, 'edge_length_total': 957266.1989999966, 'edge_length_avg': 186.1299239743334, 'street_length_total': 480438.50200000027, 'street_length_avg': 185.49749111969123, 'street_segments_count': 2590, 'node_density_km': 13.131430187416454, 'intersection_density_km': 10.699683856413406, 'edge_density_km': 6650.938763461356, 'street_density_km': 3338.0130414602877, 'circuity_avg': 1.054726594380219, 'self_loop_proportion': 0.0019443904335990666, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054726594380219\n", - "3035\n", - "13976955.040809404\n", - "{'n': 395, 'm': 1038, 'k_avg': 5.255696202531645, 'intersection_count': 317, 'streets_per_node_avg': 2.713924050632911, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 275, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19746835443037974, 2: 0.0, 3: 0.6962025316455697, 4: 0.10379746835443038, 5: 0.002531645569620253}, 'edge_length_total': 180381.59599999993, 'edge_length_avg': 173.7780308285163, 'street_length_total': 90190.79799999995, 'street_length_avg': 173.77803082851628, 'street_segments_count': 519, 'node_density_km': 28.260804935459362, 'intersection_density_km': 22.680190289976245, 'edge_density_km': 12905.643287348948, 'street_density_km': 6452.821643674473, 'circuity_avg': 1.05145325133809, 'self_loop_proportion': 0.0019267822736030828, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05145325133809\n", - "3036\n", - "4991816.155624089\n", - "{'n': 157, 'm': 386, 'k_avg': 4.917197452229299, 'intersection_count': 126, 'streets_per_node_avg': 2.6687898089171975, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 116, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19745222929936307, 2: 0.0, 3: 0.7388535031847133, 4: 0.06369426751592357}, 'edge_length_total': 52901.234000000026, 'edge_length_avg': 137.0498290155441, 'street_length_total': 26450.61699999999, 'street_length_avg': 137.049829015544, 'street_segments_count': 193, 'node_density_km': 31.451478801580883, 'intersection_density_km': 25.24131419744708, 'edge_density_km': 10597.592609735482, 'street_density_km': 5298.796304867737, 'circuity_avg': 1.0368766899042414, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0368766899042414\n", - "3037\n", - "10992841.807797128\n", - "{'n': 48, 'm': 106, 'k_avg': 4.416666666666667, 'intersection_count': 38, 'streets_per_node_avg': 2.625, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 36, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20833333333333334, 2: 0.0, 3: 0.75, 4: 0.041666666666666664}, 'edge_length_total': 35047.40600000001, 'edge_length_avg': 330.63590566037743, 'street_length_total': 17523.702999999998, 'street_length_avg': 330.6359056603773, 'street_segments_count': 53, 'node_density_km': 4.366477826139007, 'intersection_density_km': 3.4567949456933804, 'edge_density_km': 3188.202524222734, 'street_density_km': 1594.1012621113664, 'circuity_avg': 1.0503131453114203, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0503131453114203\n", - "3038\n", - "5992876.519952484\n", - "{'n': 294, 'm': 802, 'k_avg': 5.45578231292517, 'intersection_count': 236, 'streets_per_node_avg': 2.7448979591836733, 'streets_per_node_counts': {0: 0, 1: 58, 2: 1, 3: 196, 4: 36, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19727891156462585, 2: 0.003401360544217687, 3: 0.6666666666666666, 4: 0.12244897959183673, 5: 0.01020408163265306}, 'edge_length_total': 84425.99299999993, 'edge_length_avg': 105.26931795511213, 'street_length_total': 42327.47499999998, 'street_length_avg': 105.29222636815915, 'street_segments_count': 402, 'node_density_km': 49.0582442373318, 'intersection_density_km': 39.3800872109194, 'edge_density_km': 14087.724437324017, 'street_density_km': 7062.964647957669, 'circuity_avg': 1.1429111192401231, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1429111192401231\n", - "3039\n", - "12995621.645993602\n", - "{'n': 432, 'm': 1034, 'k_avg': 4.787037037037037, 'intersection_count': 294, 'streets_per_node_avg': 2.4143518518518516, 'streets_per_node_counts': {0: 0, 1: 138, 2: 0, 3: 271, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3194444444444444, 2: 0.0, 3: 0.6273148148148148, 4: 0.05324074074074074}, 'edge_length_total': 125367.8359999999, 'edge_length_avg': 121.24548936170203, 'street_length_total': 62683.91800000005, 'street_length_avg': 121.24548936170223, 'street_segments_count': 517, 'node_density_km': 33.241965006974524, 'intersection_density_km': 22.623003963079885, 'edge_density_km': 9646.92874377805, 'street_density_km': 4823.464371889033, 'circuity_avg': 1.0843100357635518, 'self_loop_proportion': 0.0019342359767891683, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0843100357635518\n", - "3040\n", - "15981015.270932555\n", - "{'n': 6, 'm': 12, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 14261.346, 'edge_length_avg': 1188.4455, 'street_length_total': 7130.672999999999, 'street_length_avg': 1188.4454999999998, 'street_segments_count': 6, 'node_density_km': 0.37544548317360293, 'intersection_density_km': 0.2502969887824019, 'edge_density_km': 892.3929899459881, 'street_density_km': 446.196494972994, 'circuity_avg': 1.4539619623321445, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4539619623321445\n", - "3041\n", - "21965826.10784951\n", - "{'n': 2865, 'm': 7529, 'k_avg': 5.255846422338569, 'intersection_count': 2282, 'streets_per_node_avg': 2.7458987783595115, 'streets_per_node_counts': {0: 0, 1: 583, 2: 1, 3: 1864, 4: 398, 5: 16, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20349040139616056, 2: 0.00034904013961605586, 3: 0.6506108202443281, 4: 0.13891797556719024, 5: 0.005584642233856894, 6: 0.0010471204188481676}, 'edge_length_total': 569092.8329999999, 'edge_length_avg': 75.58677553459952, 'street_length_total': 293311.0599999999, 'street_length_avg': 75.32384694401641, 'street_segments_count': 3894, 'node_density_km': 130.42987711608032, 'intersection_density_km': 103.88864906767724, 'edge_density_km': 25908.10061983665, 'street_density_km': 13353.063006138653, 'circuity_avg': 1.045467381161014, 'self_loop_proportion': 0.0005312790543232833, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045467381161014\n", - "3042\n", - "9992728.591191357\n", - "{'n': 499, 'm': 1140, 'k_avg': 4.569138276553106, 'intersection_count': 346, 'streets_per_node_avg': 2.496993987975952, 'streets_per_node_counts': {0: 0, 1: 153, 2: 0, 3: 294, 4: 49, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3066132264529058, 2: 0.0, 3: 0.5891783567134269, 4: 0.09819639278557114, 5: 0.006012024048096192}, 'edge_length_total': 110304.9760000001, 'edge_length_avg': 96.75875087719307, 'street_length_total': 57036.00999999998, 'street_length_avg': 94.58708126036481, 'street_segments_count': 603, 'node_density_km': 49.93631073297349, 'intersection_density_km': 34.625177381981615, 'edge_density_km': 11038.52416218274, 'street_density_km': 5707.751339336638, 'circuity_avg': 1.1045523297092108, 'self_loop_proportion': 0.0061403508771929825, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1045523297092108\n", - "3043\n", - "5995804.491955476\n", - "{'n': 12, 'm': 32, 'k_avg': 5.333333333333333, 'intersection_count': 12, 'streets_per_node_avg': 3.1666666666666665, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 10, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.8333333333333334, 4: 0.16666666666666666}, 'edge_length_total': 8341.198, 'edge_length_avg': 260.6624375, 'street_length_total': 4170.598999999999, 'street_length_avg': 260.66243749999995, 'street_segments_count': 16, 'node_density_km': 2.001399481270663, 'intersection_density_km': 2.001399481270663, 'edge_density_km': 1391.1724458646577, 'street_density_km': 695.5862229323286, 'circuity_avg': 1.0036649686653827, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0036649686653827\n", - "3044\n", - "5997253.401578252\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 156, 'm': 396, 'k_avg': 5.076923076923077, 'intersection_count': 126, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 118, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19230769230769232, 2: 0.0, 3: 0.7564102564102564, 4: 0.05128205128205128}, 'edge_length_total': 71819.16600000003, 'edge_length_avg': 181.36153030303038, 'street_length_total': 35909.58300000002, 'street_length_avg': 181.3615303030304, 'street_segments_count': 198, 'node_density_km': 26.01190737729152, 'intersection_density_km': 21.009617497043152, 'edge_density_km': 11975.34290965593, 'street_density_km': 5987.671454827966, 'circuity_avg': 1.0491294985638515, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0491294985638515\n", - "3045\n", - "4992154.862721926\n", - "{'n': 170, 'm': 414, 'k_avg': 4.870588235294117, 'intersection_count': 126, 'streets_per_node_avg': 2.5941176470588236, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 107, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25882352941176473, 2: 0.0, 3: 0.6294117647058823, 4: 0.11176470588235295}, 'edge_length_total': 56011.19800000008, 'edge_length_avg': 135.29274879227071, 'street_length_total': 28005.599000000002, 'street_length_avg': 135.29274879227054, 'street_segments_count': 207, 'node_density_km': 34.053430767832616, 'intersection_density_km': 25.239601627922994, 'edge_density_km': 11219.843843037454, 'street_density_km': 5609.9219215187195, 'circuity_avg': 1.0671724334506694, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0671724334506694\n", - "3046\n", - "17988361.085392673\n", - "{'n': 708, 'm': 1870, 'k_avg': 5.2824858757062145, 'intersection_count': 542, 'streets_per_node_avg': 2.709039548022599, 'streets_per_node_counts': {0: 0, 1: 166, 2: 0, 3: 416, 4: 126}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2344632768361582, 2: 0.0, 3: 0.5875706214689266, 4: 0.17796610169491525}, 'edge_length_total': 269284.2260000004, 'edge_length_avg': 144.00225989304832, 'street_length_total': 134642.11299999995, 'street_length_avg': 144.0022598930481, 'street_segments_count': 935, 'node_density_km': 39.358782973003954, 'intersection_density_km': 30.130593744870257, 'edge_density_km': 14969.914419756162, 'street_density_km': 7484.957209878068, 'circuity_avg': 1.0337826649911717, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0337826649911717\n", - "3047\n", - "111856426.07587686\n", - "error with entry 3047\n", - "3048\n", - "5993559.647151351\n", - "{'n': 151, 'm': 396, 'k_avg': 5.245033112582782, 'intersection_count': 120, 'streets_per_node_avg': 2.7417218543046356, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 97, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2052980132450331, 2: 0.0, 3: 0.6423841059602649, 4: 0.152317880794702}, 'edge_length_total': 54113.61100000009, 'edge_length_avg': 136.65053282828305, 'street_length_total': 27364.659999999985, 'street_length_avg': 136.14258706467655, 'street_segments_count': 201, 'node_density_km': 25.193709396346467, 'intersection_density_km': 20.021490911003816, 'edge_density_km': 9028.626423317482, 'street_density_km': 4565.677428939245, 'circuity_avg': 1.1401363744183457, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1401363744183457\n", - "3049\n", - "18978660.289266888\n", - "{'n': 73, 'm': 176, 'k_avg': 4.821917808219178, 'intersection_count': 51, 'streets_per_node_avg': 2.4657534246575343, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 46, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3013698630136986, 2: 0.0, 3: 0.6301369863013698, 4: 0.0684931506849315}, 'edge_length_total': 27070.700000000004, 'edge_length_avg': 153.81079545454548, 'street_length_total': 13535.350000000002, 'street_length_avg': 153.81079545454548, 'street_segments_count': 88, 'node_density_km': 3.8464253475933767, 'intersection_density_km': 2.6872286674967425, 'edge_density_km': 1426.3757076314525, 'street_density_km': 713.1878538157263, 'circuity_avg': 1.090281803869261, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.090281803869261\n", - "3050\n", - "6988394.107589963\n", - "{'n': 137, 'm': 360, 'k_avg': 5.255474452554744, 'intersection_count': 111, 'streets_per_node_avg': 2.6934306569343067, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 101, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1897810218978102, 2: 0.0, 3: 0.7372262773722628, 4: 0.072992700729927}, 'edge_length_total': 65125.34799999999, 'edge_length_avg': 180.9037444444444, 'street_length_total': 32562.673999999988, 'street_length_avg': 180.90374444444438, 'street_segments_count': 180, 'node_density_km': 19.603931588690294, 'intersection_density_km': 15.883477418573888, 'edge_density_km': 9319.072021033928, 'street_density_km': 4659.536010516963, 'circuity_avg': 1.062008681490685, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062008681490685\n", - "3051\n", - "13989760.953926232\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 4, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 3, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.6, 4: 0.2}, 'edge_length_total': 13418.845999999998, 'edge_length_avg': 1677.3557499999997, 'street_length_total': 6709.422999999999, 'street_length_avg': 1677.3557499999997, 'street_segments_count': 4, 'node_density_km': 0.357404248469074, 'intersection_density_km': 0.2859233987752592, 'edge_density_km': 959.1905139904477, 'street_density_km': 479.59525699522385, 'circuity_avg': 1.0061743910758993, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0061743910758993\n", - "3052\n", - "4992744.704810115\n", - "{'n': 51, 'm': 140, 'k_avg': 5.490196078431373, 'intersection_count': 45, 'streets_per_node_avg': 2.9607843137254903, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 37, 4: 6, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11764705882352941, 2: 0.0, 3: 0.7254901960784313, 4: 0.11764705882352941, 5: 0.0392156862745098}, 'edge_length_total': 22101.933999999997, 'edge_length_avg': 157.87095714285712, 'street_length_total': 11050.967000000002, 'street_length_avg': 157.87095714285718, 'street_segments_count': 70, 'node_density_km': 10.214822310234597, 'intersection_density_km': 9.013078509030526, 'edge_density_km': 4426.810363186913, 'street_density_km': 2213.405181593457, 'circuity_avg': 1.0727505756727151, 'self_loop_proportion': 0.014285714285714285, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0727505756727151\n", - "3053\n", - "10994950.433838071\n", - "{'n': 187, 'm': 542, 'k_avg': 5.7967914438502675, 'intersection_count': 166, 'streets_per_node_avg': 2.9893048128342246, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 126, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11229946524064172, 2: 0.0, 3: 0.6737967914438503, 4: 0.21390374331550802}, 'edge_length_total': 111002.50199999985, 'edge_length_avg': 204.8016642066418, 'street_length_total': 55501.25100000002, 'street_length_avg': 204.80166420664213, 'street_segments_count': 271, 'node_density_km': 17.007807459003054, 'intersection_density_km': 15.097839776441214, 'edge_density_km': 10095.771023976464, 'street_density_km': 5047.885511988241, 'circuity_avg': 1.0405784228204902, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0405784228204902\n", - "3054\n", - "21965091.435153008\n", - "{'n': 1181, 'm': 3097, 'k_avg': 5.244707874682472, 'intersection_count': 962, 'streets_per_node_avg': 2.729043183742591, 'streets_per_node_counts': {0: 0, 1: 219, 2: 0, 3: 845, 4: 116, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18543607112616428, 2: 0.0, 3: 0.7154953429297206, 4: 0.09822184589331075, 5: 0.000846740050804403}, 'edge_length_total': 416563.9820000007, 'edge_length_avg': 134.5056448175656, 'street_length_total': 209978.90300000037, 'street_length_avg': 134.08614495530037, 'street_segments_count': 1566, 'node_density_km': 53.76713333912754, 'intersection_density_km': 43.79676737700313, 'edge_density_km': 18964.818936894128, 'street_density_km': 9559.664416600126, 'circuity_avg': 1.0471346608587806, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0471346608587806\n", - "3055\n", - "11981708.619359419\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 495, 'm': 1342, 'k_avg': 5.4222222222222225, 'intersection_count': 433, 'streets_per_node_avg': 2.901010101010101, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 358, 4: 75}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12525252525252525, 2: 0.0, 3: 0.7232323232323232, 4: 0.15151515151515152}, 'edge_length_total': 191374.47399999984, 'edge_length_avg': 142.60392995529048, 'street_length_total': 95687.23700000001, 'street_length_avg': 142.60392995529062, 'street_segments_count': 671, 'node_density_km': 41.312972608948684, 'intersection_density_km': 36.13841846398945, 'edge_density_km': 15972.218994775667, 'street_density_km': 7986.109497387842, 'circuity_avg': 1.0525330300458506, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0525330300458506\n", - "3056\n", - "8995005.161160665\n", - "{'n': 116, 'm': 318, 'k_avg': 5.482758620689655, 'intersection_count': 99, 'streets_per_node_avg': 2.913793103448276, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 75, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14655172413793102, 2: 0.0, 3: 0.646551724137931, 4: 0.20689655172413793}, 'edge_length_total': 71823.87800000003, 'edge_length_avg': 225.86125157232712, 'street_length_total': 35911.939, 'street_length_avg': 225.86125157232703, 'street_segments_count': 159, 'node_density_km': 12.896045963472467, 'intersection_density_km': 11.006108192963572, 'edge_density_km': 7984.862344507235, 'street_density_km': 3992.4311722536163, 'circuity_avg': 1.0460950017140078, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0460950017140078\n", - "3057\n", - "4991637.941081384\n", - "{'n': 110, 'm': 244, 'k_avg': 4.4363636363636365, 'intersection_count': 71, 'streets_per_node_avg': 2.3181818181818183, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 68, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35454545454545455, 2: 0.0, 3: 0.6181818181818182, 4: 0.02727272727272727}, 'edge_length_total': 36546.140000000036, 'edge_length_avg': 149.7792622950821, 'street_length_total': 18273.070000000003, 'street_length_avg': 149.779262295082, 'street_segments_count': 122, 'node_density_km': 22.036854695468897, 'intersection_density_km': 14.223788030711743, 'edge_density_km': 7321.472516911495, 'street_density_km': 3660.7362584557445, 'circuity_avg': 1.1218947981399583, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1218947981399583\n", - "3058\n", - "5990812.966353154\n", - "{'n': 323, 'm': 886, 'k_avg': 5.486068111455109, 'intersection_count': 278, 'streets_per_node_avg': 2.9071207430340555, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 219, 4: 58, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1393188854489164, 2: 0.0, 3: 0.6780185758513931, 4: 0.17956656346749225, 5: 0.0030959752321981426}, 'edge_length_total': 111356.24999999985, 'edge_length_avg': 125.6842550790066, 'street_length_total': 55678.12500000002, 'street_length_avg': 125.68425507900682, 'street_segments_count': 443, 'node_density_km': 53.91588784595673, 'intersection_density_km': 46.40438644326926, 'edge_density_km': 18587.836179400343, 'street_density_km': 9293.918089700188, 'circuity_avg': 1.043136474290805, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043136474290805\n", - "3059\n", - "208708310.1387418\n", - "error with entry 3059\n", - "3060\n", - "202808557.74876505\n", - "error with entry 3060\n", - "3061\n", - "17970809.708667755\n", - "{'n': 1002, 'm': 2516, 'k_avg': 5.021956087824352, 'intersection_count': 813, 'streets_per_node_avg': 2.712574850299401, 'streets_per_node_counts': {0: 0, 1: 189, 2: 2, 3: 722, 4: 86, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18862275449101795, 2: 0.001996007984031936, 3: 0.720558882235529, 4: 0.08582834331337326, 5: 0.0029940119760479044}, 'edge_length_total': 257454.6089999996, 'edge_length_avg': 102.32695111287742, 'street_length_total': 141769.2810000001, 'street_length_avg': 106.03536350037405, 'street_segments_count': 1337, 'node_density_km': 55.75708697848552, 'intersection_density_km': 45.24003165020831, 'edge_density_km': 14326.266494036883, 'street_density_km': 7888.864402788783, 'circuity_avg': 1.1013292756596256, 'self_loop_proportion': 0.001589825119236884, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1013292756596256\n", - "3062\n", - "4991814.912681877\n", - "{'n': 76, 'm': 238, 'k_avg': 6.2631578947368425, 'intersection_count': 68, 'streets_per_node_avg': 3.3157894736842106, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 28, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10526315789473684, 2: 0.0, 3: 0.3684210526315789, 4: 0.5263157894736842}, 'edge_length_total': 52630.52799999999, 'edge_length_avg': 221.13667226890752, 'street_length_total': 26315.263999999996, 'street_length_avg': 221.13667226890752, 'street_segments_count': 119, 'node_density_km': 15.224923465595529, 'intersection_density_km': 13.622299942901263, 'edge_density_km': 10543.3652730774, 'street_density_km': 5271.6826365387, 'circuity_avg': 1.0219505102684974, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0219505102684974\n", - "3063\n", - "88866461.14225166\n", - "{'n': 1172, 'm': 3028, 'k_avg': 5.167235494880546, 'intersection_count': 1025, 'streets_per_node_avg': 2.93259385665529, 'streets_per_node_counts': {0: 0, 1: 147, 2: 0, 3: 813, 4: 209, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12542662116040956, 2: 0.0, 3: 0.6936860068259386, 4: 0.17832764505119453, 5: 0.002559726962457338}, 'edge_length_total': 490262.5799999989, 'edge_length_avg': 161.90970277410796, 'street_length_total': 283730.5200000004, 'street_length_avg': 168.98780226325218, 'street_segments_count': 1679, 'node_density_km': 13.188327575281058, 'intersection_density_km': 11.534160208756898, 'edge_density_km': 5516.84599227169, 'street_density_km': 3192.773925652593, 'circuity_avg': 1.0693574995508344, 'self_loop_proportion': 0.0006605019815059445, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0693574995508344\n", - "3064\n", - "16972305.90452334\n", - "{'n': 1292, 'm': 3646, 'k_avg': 5.643962848297214, 'intersection_count': 1151, 'streets_per_node_avg': 3.0023219814241484, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 874, 4: 271, 5: 4, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10913312693498452, 2: 0.0, 3: 0.6764705882352942, 4: 0.20975232198142416, 5: 0.0030959752321981426, 6: 0.0015479876160990713}, 'edge_length_total': 294711.1390000002, 'edge_length_avg': 80.83136012068026, 'street_length_total': 157176.09399999987, 'street_length_avg': 81.86254895833326, 'street_segments_count': 1920, 'node_density_km': 76.1240109192037, 'intersection_density_km': 67.81635957275809, 'edge_density_km': 17364.23681365865, 'street_density_km': 9260.738928710354, 'circuity_avg': 1.0278142669466983, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0278142669466983\n", - "3065\n", - "6990701.927162067\n", - "{'n': 236, 'm': 604, 'k_avg': 5.11864406779661, 'intersection_count': 181, 'streets_per_node_avg': 2.6822033898305087, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 146, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2330508474576271, 2: 0.0, 3: 0.6186440677966102, 4: 0.1483050847457627}, 'edge_length_total': 87102.50800000005, 'edge_length_avg': 144.2094503311259, 'street_length_total': 43551.254, 'street_length_avg': 144.20945033112582, 'street_segments_count': 302, 'node_density_km': 33.759127832790625, 'intersection_density_km': 25.891534481928403, 'edge_density_km': 12459.76568698589, 'street_density_km': 6229.882843492941, 'circuity_avg': 1.0445584582562464, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0445584582562464\n", - "3066\n", - "65978661.8596487\n", - "error with entry 3066\n", - "3067\n", - "13985530.645214617\n", - "error with entry 3067\n", - "3068\n", - "47938208.94737706\n", - "{'n': 1610, 'm': 4002, 'k_avg': 4.9714285714285715, 'intersection_count': 1356, 'streets_per_node_avg': 2.8236024844720498, 'streets_per_node_counts': {0: 0, 1: 254, 2: 4, 3: 1130, 4: 216, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1577639751552795, 2: 0.002484472049689441, 3: 0.7018633540372671, 4: 0.1341614906832298, 5: 0.0037267080745341614}, 'edge_length_total': 484796.1030000017, 'edge_length_avg': 121.13845652173956, 'street_length_total': 268256.82299999974, 'street_length_avg': 119.0136748003548, 'street_segments_count': 2254, 'node_density_km': 33.584900966311366, 'intersection_density_km': 28.286413484669694, 'edge_density_km': 10112.937334229031, 'street_density_km': 5595.887474529383, 'circuity_avg': 1.102775905407996, 'self_loop_proportion': 0.0007496251874062968, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.102775905407996\n", - "3069\n", - "21967175.76075432\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 986, 'm': 2794, 'k_avg': 5.667342799188641, 'intersection_count': 867, 'streets_per_node_avg': 2.936105476673428, 'streets_per_node_counts': {0: 0, 1: 119, 2: 0, 3: 697, 4: 165, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1206896551724138, 2: 0.0, 3: 0.7068965517241379, 4: 0.16734279918864098, 5: 0.005070993914807302}, 'edge_length_total': 340695.0149999997, 'edge_length_avg': 121.93808697208294, 'street_length_total': 171327.98099999983, 'street_length_avg': 120.4838122362868, 'street_segments_count': 1422, 'node_density_km': 44.88515095151869, 'intersection_density_km': 39.467977560818156, 'edge_density_km': 15509.277055481654, 'street_density_km': 7799.272098786935, 'circuity_avg': 1.0908087662795785, 'self_loop_proportion': 0.015032211882605583, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0908087662795785\n", - "3070\n", - "3996570.5840969183\n", - "{'n': 349, 'm': 790, 'k_avg': 4.527220630372493, 'intersection_count': 213, 'streets_per_node_avg': 2.292263610315186, 'streets_per_node_counts': {0: 0, 1: 136, 2: 0, 3: 190, 4: 21, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38968481375358166, 2: 0.0, 3: 0.5444126074498568, 4: 0.06017191977077364, 5: 0.0057306590257879654}, 'edge_length_total': 61643.70200000004, 'edge_length_avg': 78.03000253164562, 'street_length_total': 30821.85100000002, 'street_length_avg': 78.03000253164562, 'street_segments_count': 395, 'node_density_km': 87.32486832304038, 'intersection_density_km': 53.295693274520346, 'edge_density_km': 15424.149455858867, 'street_density_km': 7712.074727929434, 'circuity_avg': 1.0628416599861996, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0628416599861996\n", - "3071\n", - "4991764.684206669\n", - "{'n': 229, 'm': 480, 'k_avg': 4.192139737991266, 'intersection_count': 127, 'streets_per_node_avg': 2.1441048034934496, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 119, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.44541484716157204, 2: 0.0, 3: 0.519650655021834, 4: 0.034934497816593885}, 'edge_length_total': 50903.34000000004, 'edge_length_avg': 106.04862500000009, 'street_length_total': 25451.67, 'street_length_avg': 106.04862499999999, 'street_segments_count': 240, 'node_density_km': 45.87555994466805, 'intersection_density_km': 25.44190442346219, 'edge_density_km': 10197.463867047252, 'street_density_km': 5098.731933523622, 'circuity_avg': 1.035262335718271, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035262335718271\n", - "3072\n", - "6987802.452327212\n", - "{'n': 301, 'm': 728, 'k_avg': 4.837209302325581, 'intersection_count': 212, 'streets_per_node_avg': 2.5182724252491693, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 181, 4: 29, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2956810631229236, 2: 0.0, 3: 0.6013289036544851, 4: 0.09634551495016612, 5: 0.006644518272425249}, 'edge_length_total': 98652.7960000001, 'edge_length_avg': 135.51208241758255, 'street_length_total': 49326.39799999996, 'street_length_avg': 135.5120824175823, 'street_segments_count': 364, 'node_density_km': 43.07505858293907, 'intersection_density_km': 30.338579467053435, 'edge_density_km': 14117.857033457614, 'street_density_km': 7058.9285167287935, 'circuity_avg': 1.0719239425095644, 'self_loop_proportion': 0.0027472527472527475, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0719239425095644\n", - "3073\n", - "8994945.15476921\n", - "{'n': 239, 'm': 586, 'k_avg': 4.903765690376569, 'intersection_count': 173, 'streets_per_node_avg': 2.502092050209205, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 160, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27615062761506276, 2: 0.0, 3: 0.6694560669456067, 4: 0.05439330543933055}, 'edge_length_total': 100803.26999999999, 'edge_length_avg': 172.01923208191124, 'street_length_total': 50401.635, 'street_length_avg': 172.01923208191127, 'street_segments_count': 293, 'node_density_km': 26.570478850922154, 'intersection_density_km': 19.23302444020725, 'edge_density_km': 11206.657546605838, 'street_density_km': 5603.32877330292, 'circuity_avg': 1.1262920270708077, 'self_loop_proportion': 0.006825938566552901, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1262920270708077\n", - "3074\n", - "137936205.04002005\n", - "{'n': 11587, 'm': 32134, 'k_avg': 5.5465608008975575, 'intersection_count': 10969, 'streets_per_node_avg': 3.115301631138345, 'streets_per_node_counts': {0: 0, 1: 618, 2: 9, 3: 8450, 4: 2445, 5: 59, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05333563476309657, 2: 0.0007767325450936394, 3: 0.7292655562268059, 4: 0.21101234141710537, 5: 0.005091913351169414, 6: 0.0005178216967290929}, 'edge_length_total': 2857368.488000012, 'edge_length_avg': 88.9204110288172, 'street_length_total': 1626506.622000004, 'street_length_avg': 90.60813447718812, 'street_segments_count': 17951, 'node_density_km': 84.00260103312407, 'intersection_density_km': 79.52226898527124, 'edge_density_km': 20715.14499888547, 'street_density_km': 11791.730978303327, 'circuity_avg': 1.0483891396836522, 'self_loop_proportion': 0.000684633098898363, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0483891396836522\n", - "3075\n", - "7994907.6038272865\n", - "{'n': 57, 'm': 99, 'k_avg': 3.473684210526316, 'intersection_count': 57, 'streets_per_node_avg': 3.175438596491228, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 48, 4: 8, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.8421052631578947, 4: 0.14035087719298245, 5: 0.017543859649122806}, 'edge_length_total': 25170.258999999995, 'edge_length_avg': 254.24504040404034, 'street_length_total': 20810.111999999997, 'street_length_avg': 250.72424096385538, 'street_segments_count': 83, 'node_density_km': 7.129538304196688, 'intersection_density_km': 7.129538304196688, 'edge_density_km': 3148.286415211428, 'street_density_km': 2602.92088804602, 'circuity_avg': 1.073419200189603, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.073419200189603\n", - "3076\n", - "5989840.426212682\n", - "{'n': 520, 'm': 1439, 'k_avg': 5.5346153846153845, 'intersection_count': 463, 'streets_per_node_avg': 2.9403846153846156, 'streets_per_node_counts': {0: 0, 1: 57, 2: 2, 3: 377, 4: 83, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10961538461538461, 2: 0.0038461538461538464, 3: 0.725, 4: 0.1596153846153846, 5: 0.0019230769230769232}, 'edge_length_total': 109013.88000000024, 'edge_length_avg': 75.7566921473247, 'street_length_total': 56909.016000000025, 'street_length_avg': 75.27647619047622, 'street_segments_count': 756, 'node_density_km': 86.81366497250595, 'intersection_density_km': 77.29755169667357, 'edge_density_km': 18199.79703014036, 'street_density_km': 9500.923555651889, 'circuity_avg': 1.0393079355633341, 'self_loop_proportion': 0.002779708130646282, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0393079355633341\n", - "3077\n", - "11990460.654962493\n", - "error with entry 3077\n", - "3078\n", - "14977231.082134556\n", - "{'n': 233, 'm': 576, 'k_avg': 4.944206008583691, 'intersection_count': 192, 'streets_per_node_avg': 2.772532188841202, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 165, 4: 25, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1759656652360515, 2: 0.0, 3: 0.7081545064377682, 4: 0.1072961373390558, 5: 0.008583690987124463}, 'edge_length_total': 101660.24199999998, 'edge_length_avg': 176.4934756944444, 'street_length_total': 58556.684999999976, 'street_length_avg': 187.0820607028753, 'street_segments_count': 313, 'node_density_km': 15.556947657563471, 'intersection_density_km': 12.819459013957882, 'edge_density_km': 6787.652633687705, 'street_density_km': 3909.7136632851143, 'circuity_avg': 1.1385978727570387, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1385978727570387\n", - "3079\n", - "13977237.700149514\n", - "{'n': 194, 'm': 508, 'k_avg': 5.237113402061856, 'intersection_count': 163, 'streets_per_node_avg': 2.804123711340206, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 139, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15979381443298968, 2: 0.0, 3: 0.7164948453608248, 4: 0.12371134020618557}, 'edge_length_total': 102293.05600000001, 'edge_length_avg': 201.36428346456694, 'street_length_total': 51685.17800000003, 'street_length_avg': 199.55667181467192, 'street_segments_count': 259, 'node_density_km': 13.879709579377389, 'intersection_density_km': 11.661817842466569, 'edge_density_km': 7318.545924056639, 'street_density_km': 3697.810619579515, 'circuity_avg': 1.1677283644762153, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1677283644762153\n", - "3080\n", - "11989436.121650763\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 848, 'm': 2227, 'k_avg': 5.252358490566038, 'intersection_count': 733, 'streets_per_node_avg': 2.8891509433962264, 'streets_per_node_counts': {0: 0, 1: 115, 2: 0, 3: 601, 4: 128, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13561320754716982, 2: 0.0, 3: 0.7087264150943396, 4: 0.1509433962264151, 5: 0.0047169811320754715}, 'edge_length_total': 194956.5390000003, 'edge_length_avg': 87.54222676246084, 'street_length_total': 106110.78099999997, 'street_length_avg': 87.62244508670518, 'street_segments_count': 1211, 'node_density_km': 70.72893098522495, 'intersection_density_km': 61.13715378793619, 'edge_density_km': 16260.692915152522, 'street_density_km': 8850.356257237403, 'circuity_avg': 1.0495245664824648, 'self_loop_proportion': 0.000898069151324652, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0495245664824648\n", - "3081\n", - "9987174.154776093\n", - "{'n': 111, 'm': 243, 'k_avg': 4.378378378378378, 'intersection_count': 74, 'streets_per_node_avg': 2.4324324324324325, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 64, 4: 9, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5765765765765766, 4: 0.08108108108108109, 5: 0.009009009009009009}, 'edge_length_total': 56654.27200000004, 'edge_length_avg': 233.14515226337465, 'street_length_total': 31537.312999999987, 'street_length_avg': 250.2961349206348, 'street_segments_count': 126, 'node_density_km': 11.114254971404229, 'intersection_density_km': 7.409503314269485, 'edge_density_km': 5672.702920966557, 'street_density_km': 3157.781421576406, 'circuity_avg': 1.1554833655209074, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1554833655209074\n", - "3082\n", - "3995766.1992402906\n", - "{'n': 85, 'm': 211, 'k_avg': 4.964705882352941, 'intersection_count': 77, 'streets_per_node_avg': 3.023529411764706, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 59, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09411764705882353, 2: 0.0, 3: 0.6941176470588235, 4: 0.21176470588235294}, 'edge_length_total': 27895.735999999964, 'edge_length_avg': 132.20727962085292, 'street_length_total': 16010.708, 'street_length_avg': 130.16835772357723, 'street_segments_count': 123, 'node_density_km': 21.27251589849299, 'intersection_density_km': 19.270396755105416, 'edge_density_km': 6981.323383060736, 'street_density_km': 4006.9181232485757, 'circuity_avg': 1.1743616800009544, 'self_loop_proportion': 0.009478672985781991, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1743616800009544\n", - "3083\n", - "14984764.01498781\n", - "error with entry 3083\n", - "3084\n", - "6989238.784409706\n", - "{'n': 227, 'm': 594, 'k_avg': 5.233480176211454, 'intersection_count': 191, 'streets_per_node_avg': 2.753303964757709, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 175, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15859030837004406, 2: 0.0, 3: 0.7709251101321586, 4: 0.07048458149779736}, 'edge_length_total': 83298.30799999993, 'edge_length_avg': 140.23284175084163, 'street_length_total': 41649.15400000002, 'street_length_avg': 140.2328417508418, 'street_segments_count': 297, 'node_density_km': 32.478501164726175, 'intersection_density_km': 27.32772564961542, 'edge_density_km': 11918.08014712651, 'street_density_km': 5959.040073563262, 'circuity_avg': 1.0557406164949041, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557406164949041\n", - "3085\n", - "57907313.88728652\n", - "error with entry 3085\n", - "3086\n", - "32979303.303694494\n", - "{'n': 1521, 'm': 3949, 'k_avg': 5.192636423405654, 'intersection_count': 1377, 'streets_per_node_avg': 2.9493754109138726, 'streets_per_node_counts': {0: 0, 1: 144, 2: 0, 3: 1170, 4: 203, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09467455621301775, 2: 0.0, 3: 0.7692307692307693, 4: 0.1334648257725181, 5: 0.0026298487836949377}, 'edge_length_total': 392613.6160000009, 'edge_length_avg': 99.42102203089412, 'street_length_total': 226507.88099999976, 'street_length_avg': 102.95812772727263, 'street_segments_count': 2200, 'node_density_km': 46.119834187934785, 'intersection_density_km': 41.7534593535741, 'edge_density_km': 11904.848698123302, 'street_density_km': 6868.182717935867, 'circuity_avg': 1.0485856281352002, 'self_loop_proportion': 0.0010129146619397315, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0485856281352002\n", - "3087\n", - "36966711.475083366\n", - "{'n': 4030, 'm': 9281, 'k_avg': 4.605955334987593, 'intersection_count': 2665, 'streets_per_node_avg': 2.413151364764268, 'streets_per_node_counts': {0: 0, 1: 1365, 2: 0, 3: 2305, 4: 355, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3387096774193548, 2: 0.0, 3: 0.5719602977667494, 4: 0.0880893300248139, 5: 0.0012406947890818859}, 'edge_length_total': 731206.5049999999, 'edge_length_avg': 78.78531462126925, 'street_length_total': 376278.87599999906, 'street_length_avg': 78.32616069941696, 'street_segments_count': 4804, 'node_density_km': 109.01700040903927, 'intersection_density_km': 72.0918873672679, 'edge_density_km': 19780.133958976963, 'street_density_km': 10178.85716595651, 'circuity_avg': 1.0514331351294899, 'self_loop_proportion': 0.0012929641202456632, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0514331351294899\n", - "3088\n", - "14979838.668829523\n", - "{'n': 1348, 'm': 3108, 'k_avg': 4.611275964391691, 'intersection_count': 908, 'streets_per_node_avg': 2.4287833827893177, 'streets_per_node_counts': {0: 0, 1: 440, 2: 3, 3: 793, 4: 111, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3264094955489614, 2: 0.002225519287833828, 3: 0.5882789317507419, 4: 0.08234421364985163, 5: 0.000741839762611276}, 'edge_length_total': 286157.3820000004, 'edge_length_avg': 92.07122972972985, 'street_length_total': 152202.1080000001, 'street_length_avg': 94.82997383177576, 'street_segments_count': 1605, 'node_density_km': 89.98761801119774, 'intersection_density_km': 60.614805010510054, 'edge_density_km': 19102.834705119014, 'street_density_km': 10160.463764987442, 'circuity_avg': 1.0439531244843077, 'self_loop_proportion': 0.0006435006435006435, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0439531244843077\n", - "3089\n", - "22972373.207163148\n", - "error with entry 3089\n", - "3090\n", - "3993512.7447127746\n", - "{'n': 234, 'm': 526, 'k_avg': 4.495726495726496, 'intersection_count': 156, 'streets_per_node_avg': 2.3461538461538463, 'streets_per_node_counts': {0: 0, 1: 78, 2: 1, 3: 151, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.004273504273504274, 3: 0.6452991452991453, 4: 0.017094017094017096}, 'edge_length_total': 51836.441000000086, 'edge_length_avg': 98.54836692015226, 'street_length_total': 26058.738000000005, 'street_length_avg': 98.33486037735851, 'street_segments_count': 265, 'node_density_km': 58.59503022991604, 'intersection_density_km': 39.063353486610694, 'edge_density_km': 12980.161655582326, 'street_density_km': 6525.267268647274, 'circuity_avg': 1.1333144735365654, 'self_loop_proportion': 0.0038022813688212928, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1333144735365654\n", - "3091\n", - "11995832.133337948\n", - "{'n': 185, 'm': 417, 'k_avg': 4.508108108108108, 'intersection_count': 131, 'streets_per_node_avg': 2.4702702702702704, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 121, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2918918918918919, 2: 0.0, 3: 0.654054054054054, 4: 0.05405405405405406}, 'edge_length_total': 105770.91599999997, 'edge_length_avg': 253.6472805755395, 'street_length_total': 54102.265, 'street_length_avg': 243.7038963963964, 'street_segments_count': 222, 'node_density_km': 15.422023077987344, 'intersection_density_km': 10.9204595849532, 'edge_density_km': 8817.305446118164, 'street_density_km': 4510.088537304794, 'circuity_avg': 1.386834656454401, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.386834656454401\n", - "3092\n", - "7986627.38669573\n", - "{'n': 353, 'm': 858, 'k_avg': 4.861189801699717, 'intersection_count': 279, 'streets_per_node_avg': 2.6260623229461757, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 263, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2096317280453258, 2: 0.0, 3: 0.7450424929178471, 4: 0.0453257790368272}, 'edge_length_total': 119644.431, 'edge_length_avg': 139.4457237762238, 'street_length_total': 60092.90299999994, 'street_length_avg': 135.95679411764692, 'street_segments_count': 442, 'node_density_km': 44.19888181938147, 'intersection_density_km': 34.9333938459134, 'edge_density_km': 14980.595088147707, 'street_density_km': 7524.190135638956, 'circuity_avg': 1.1403485991207805, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1403485991207805\n", - "3093\n", - "11980473.57064885\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 473, 'm': 1312, 'k_avg': 5.547568710359408, 'intersection_count': 407, 'streets_per_node_avg': 2.8646934460887947, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 340, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13953488372093023, 2: 0.0, 3: 0.718816067653277, 4: 0.13953488372093023, 5: 0.0021141649048625794}, 'edge_length_total': 173253.28600000034, 'edge_length_avg': 132.0528094512198, 'street_length_total': 86662.24100000004, 'street_length_avg': 131.7055334346505, 'street_segments_count': 658, 'node_density_km': 39.48091010014914, 'intersection_density_km': 33.971945900128325, 'edge_density_km': 14461.30530469649, 'street_density_km': 7233.623987311755, 'circuity_avg': 1.060854975339714, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060854975339714\n", - "3094\n", - "5990141.935981167\n", - "{'n': 847, 'm': 2371, 'k_avg': 5.598583234946871, 'intersection_count': 726, 'streets_per_node_avg': 2.9563164108618656, 'streets_per_node_counts': {0: 0, 1: 121, 2: 3, 3: 515, 4: 208}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0035419126328217238, 3: 0.6080283353010626, 4: 0.24557260920897284}, 'edge_length_total': 188763.2600000001, 'edge_length_avg': 79.61335301560527, 'street_length_total': 98282.12999999992, 'street_length_avg': 80.5591229508196, 'street_segments_count': 1220, 'node_density_km': 141.39898671053177, 'intersection_density_km': 121.19913146617009, 'edge_density_km': 31512.31840870917, 'street_density_km': 16407.312389318467, 'circuity_avg': 1.038097539149203, 'self_loop_proportion': 0.0008435259384226065, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038097539149203\n", - "3095\n", - "1997966.246511425\n", - "{'n': 111, 'm': 266, 'k_avg': 4.792792792792793, 'intersection_count': 98, 'streets_per_node_avg': 2.8468468468468466, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 89, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11711711711711711, 2: 0.0, 3: 0.8018018018018018, 4: 0.08108108108108109}, 'edge_length_total': 27179.809999999976, 'edge_length_avg': 102.17973684210517, 'street_length_total': 14652.028999999999, 'street_length_avg': 97.68019333333332, 'street_segments_count': 150, 'node_density_km': 55.5564941068514, 'intersection_density_km': 49.04987767992286, 'edge_density_km': 13603.738325138194, 'street_density_km': 7333.471736864106, 'circuity_avg': 1.2156847491151441, 'self_loop_proportion': 0.007518796992481203, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2156847491151441\n", - "3096\n", - "18979779.878601156\n", - "{'n': 101, 'm': 186, 'k_avg': 3.6831683168316833, 'intersection_count': 94, 'streets_per_node_avg': 3.099009900990099, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 72, 4: 20, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06930693069306931, 2: 0.0, 3: 0.7128712871287128, 4: 0.19801980198019803, 5: 0.019801980198019802}, 'edge_length_total': 55149.022000000004, 'edge_length_avg': 296.5001182795699, 'street_length_total': 42354.710000000014, 'street_length_avg': 282.36473333333345, 'street_segments_count': 150, 'node_density_km': 5.321452653614436, 'intersection_density_km': 4.95263910336393, 'edge_density_km': 2905.67237095189, 'street_density_km': 2231.570137847227, 'circuity_avg': 1.0526257225709494, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0526257225709494\n", - "3097\n", - "17981337.982555877\n", - "{'n': 283, 'm': 643, 'k_avg': 4.544169611307421, 'intersection_count': 243, 'streets_per_node_avg': 2.8445229681978796, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 212, 4: 26, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1413427561837456, 2: 0.0, 3: 0.7491166077738516, 4: 0.09187279151943463, 5: 0.0176678445229682}, 'edge_length_total': 135624.5320000001, 'edge_length_avg': 210.9246220839815, 'street_length_total': 85237.17000000004, 'street_length_avg': 222.55135770234997, 'street_segments_count': 383, 'node_density_km': 15.738539605592475, 'intersection_density_km': 13.514011039430995, 'edge_density_km': 7542.516142657051, 'street_density_km': 4740.312989094062, 'circuity_avg': 1.0736928505689305, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0736928505689305\n", - "3098\n", - "16974402.67416299\n", - "{'n': 156, 'm': 438, 'k_avg': 5.615384615384615, 'intersection_count': 131, 'streets_per_node_avg': 2.8974358974358974, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 97, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16025641025641027, 2: 0.0, 3: 0.6217948717948718, 4: 0.21794871794871795}, 'edge_length_total': 96570.34399999985, 'edge_length_avg': 220.48023744292203, 'street_length_total': 48285.17199999999, 'street_length_avg': 220.48023744292234, 'street_segments_count': 219, 'node_density_km': 9.190308666204206, 'intersection_density_km': 7.7175027902099425, 'edge_density_km': 5689.174803599488, 'street_density_km': 2844.5874017997476, 'circuity_avg': 1.0523060039573067, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0523060039573067\n", - "3099\n", - "31945692.660011616\n", - "{'n': 1146, 'm': 2757, 'k_avg': 4.81151832460733, 'intersection_count': 811, 'streets_per_node_avg': 2.5392670157068062, 'streets_per_node_counts': {0: 0, 1: 335, 2: 0, 3: 672, 4: 136, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29232111692844676, 2: 0.0, 3: 0.5863874345549738, 4: 0.11867364746945899, 5: 0.002617801047120419}, 'edge_length_total': 290115.43599999935, 'edge_length_avg': 105.22866739209262, 'street_length_total': 146965.20699999988, 'street_length_avg': 103.06115497896205, 'street_segments_count': 1426, 'node_density_km': 35.87338087161023, 'intersection_density_km': 25.38683410722155, 'edge_density_km': 9081.51966174628, 'street_density_km': 4600.4701968464515, 'circuity_avg': 1.0446089031506436, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0446089031506436\n", - "3100\n", - "11984430.912278747\n", - "{'n': 683, 'm': 1619, 'k_avg': 4.740849194729136, 'intersection_count': 508, 'streets_per_node_avg': 2.568081991215227, 'streets_per_node_counts': {0: 0, 1: 175, 2: 1, 3: 452, 4: 54, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2562225475841874, 2: 0.0014641288433382138, 3: 0.6617862371888726, 4: 0.07906295754026355, 5: 0.0014641288433382138}, 'edge_length_total': 155971.76800000036, 'edge_length_avg': 96.33833724521331, 'street_length_total': 81267.84099999997, 'street_length_avg': 94.49748953488368, 'street_segments_count': 860, 'node_density_km': 56.990607647479266, 'intersection_density_km': 42.38832896767125, 'edge_density_km': 13014.532700104952, 'street_density_km': 6781.118068504725, 'circuity_avg': 1.0662094012986392, 'self_loop_proportion': 0.0012353304508956147, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0662094012986392\n", - "3101\n", - "10994416.542809993\n", - "{'n': 947, 'm': 2628, 'k_avg': 5.550158394931362, 'intersection_count': 848, 'streets_per_node_avg': 2.9060190073917633, 'streets_per_node_counts': {0: 0, 1: 99, 2: 1, 3: 740, 4: 104, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10454065469904963, 2: 0.0010559662090813093, 3: 0.781414994720169, 4: 0.10982048574445617, 5: 0.0031678986272439284}, 'edge_length_total': 222994.0949999996, 'edge_length_avg': 84.8531563926939, 'street_length_total': 113596.20100000012, 'street_length_avg': 84.27017878338287, 'street_segments_count': 1348, 'node_density_km': 86.13462991078944, 'intersection_density_km': 77.13005930765517, 'edge_density_km': 20282.48558090432, 'street_density_km': 10332.171839922556, 'circuity_avg': 1.0789826137857896, 'self_loop_proportion': 0.00076103500761035, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0789826137857896\n", - "3102\n", - "55933514.60791976\n", - "{'n': 6535, 'm': 18525, 'k_avg': 5.669472073450651, 'intersection_count': 5916, 'streets_per_node_avg': 2.99097169089518, 'streets_per_node_counts': {0: 0, 1: 619, 2: 2, 3: 4749, 4: 1149, 5: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09472073450650344, 2: 0.000306044376434583, 3: 0.7267023718439174, 4: 0.17582249426166793, 5: 0.002448355011476664}, 'edge_length_total': 1438705.6159999997, 'edge_length_avg': 77.66292124156544, 'street_length_total': 760985.4229999991, 'street_length_avg': 78.32291303005343, 'street_segments_count': 9716, 'node_density_km': 116.83513982285486, 'intersection_density_km': 105.76842956266401, 'edge_density_km': 25721.709534703365, 'street_density_km': 13605.178010613505, 'circuity_avg': 1.0371295602253698, 'self_loop_proportion': 0.0004318488529014845, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0371295602253698\n", - "3103\n", - "87948212.44944824\n", - "error with entry 3103\n", - "3104\n", - "23970186.5044042\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 203, 'm': 497, 'k_avg': 4.896551724137931, 'intersection_count': 177, 'streets_per_node_avg': 2.8078817733990147, 'streets_per_node_counts': {0: 0, 1: 26, 2: 2, 3: 160, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12807881773399016, 2: 0.009852216748768473, 3: 0.7881773399014779, 4: 0.07389162561576355}, 'edge_length_total': 124432.62700000002, 'edge_length_avg': 250.36745875251515, 'street_length_total': 65767.435, 'street_length_avg': 237.4275631768953, 'street_segments_count': 277, 'node_density_km': 8.468853588715362, 'intersection_density_km': 7.384172833510438, 'edge_density_km': 5191.14137794202, 'street_density_km': 2743.718117834257, 'circuity_avg': 1.1059621649602176, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1059621649602176\n", - "3105\n", - "7986446.611294905\n", - "{'n': 131, 'm': 388, 'k_avg': 5.923664122137405, 'intersection_count': 114, 'streets_per_node_avg': 3.0763358778625953, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 71, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1297709923664122, 2: 0.0, 3: 0.5419847328244275, 4: 0.32061068702290074, 5: 0.007633587786259542}, 'edge_length_total': 81776.6959999999, 'edge_length_avg': 210.76468041237086, 'street_length_total': 40888.348000000005, 'street_length_avg': 210.76468041237115, 'street_segments_count': 194, 'node_density_km': 16.402789172187298, 'intersection_density_km': 14.27418294373551, 'edge_density_km': 10239.43437928283, 'street_density_km': 5119.717189641422, 'circuity_avg': 1.0249178378755415, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0249178378755415\n", - "3106\n", - "4993563.289474844\n", - "{'n': 282, 'm': 885, 'k_avg': 6.276595744680851, 'intersection_count': 270, 'streets_per_node_avg': 3.25177304964539, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 175, 4: 95}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0425531914893617, 2: 0.0, 3: 0.6205673758865248, 4: 0.33687943262411346}, 'edge_length_total': 82749.35999999997, 'edge_length_avg': 93.50210169491523, 'street_length_total': 42004.91599999999, 'street_length_avg': 93.7609732142857, 'street_segments_count': 448, 'node_density_km': 56.472699684088106, 'intersection_density_km': 54.06960608050989, 'edge_density_km': 16571.204809682593, 'street_density_km': 8411.812079870024, 'circuity_avg': 1.0173336115987097, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0173336115987097\n", - "3107\n", - "13990938.20317022\n", - "{'n': 593, 'm': 1635, 'k_avg': 5.51433389544688, 'intersection_count': 535, 'streets_per_node_avg': 2.935919055649241, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 458, 4: 76, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09780775716694773, 2: 0.0, 3: 0.7723440134907251, 4: 0.1281618887015177, 5: 0.0016863406408094434}, 'edge_length_total': 168865.31800000026, 'edge_length_avg': 103.28154006116223, 'street_length_total': 89830.35600000001, 'street_length_avg': 105.18777049180329, 'street_segments_count': 854, 'node_density_km': 42.38457717336151, 'intersection_density_km': 38.23903674156561, 'edge_density_km': 12069.620746501254, 'street_density_km': 6420.609875872747, 'circuity_avg': 1.0384109959050352, 'self_loop_proportion': 0.0012232415902140672, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0384109959050352\n", - "3108\n", - "3993500.325742801\n", - "{'n': 166, 'm': 454, 'k_avg': 5.469879518072289, 'intersection_count': 144, 'streets_per_node_avg': 2.86144578313253, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 124, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13253012048192772, 2: 0.0, 3: 0.7469879518072289, 4: 0.1144578313253012, 5: 0.006024096385542169}, 'edge_length_total': 54341.75, 'edge_length_avg': 119.6954845814978, 'street_length_total': 27170.87500000002, 'street_length_avg': 119.69548458149788, 'street_segments_count': 227, 'node_density_km': 41.56754387371274, 'intersection_density_km': 36.05859227599177, 'edge_density_km': 13607.548658429694, 'street_density_km': 6803.774329214852, 'circuity_avg': 1.027228511737278, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027228511737278\n", - "3109\n", - "175728407.14083123\n", - "{'n': 10137, 'm': 28172, 'k_avg': 5.558251948308178, 'intersection_count': 8839, 'streets_per_node_avg': 2.944954128440367, 'streets_per_node_counts': {0: 0, 1: 1298, 2: 5, 3: 6820, 4: 1990, 5: 19, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12804577291111768, 2: 0.0004932425766992207, 3: 0.672782874617737, 4: 0.19631054552628982, 5: 0.0018743217914570386, 6: 0.0004932425766992207}, 'edge_length_total': 2350483.119999991, 'edge_length_avg': 83.43330682947575, 'street_length_total': 1249624.3010000049, 'street_length_avg': 84.47402832420772, 'street_segments_count': 14793, 'node_density_km': 57.68560794997741, 'intersection_density_km': 50.299209694174834, 'edge_density_km': 13375.658257212111, 'street_density_km': 7111.111523355119, 'circuity_avg': 1.0829071686003398, 'self_loop_proportion': 0.004720999574045151, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0829071686003398\n", - "3110\n", - "5990236.339405621\n", - "{'n': 289, 'm': 785, 'k_avg': 5.432525951557094, 'intersection_count': 233, 'streets_per_node_avg': 2.8269896193771626, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 171, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19377162629757785, 2: 0.0, 3: 0.5916955017301038, 4: 0.21453287197231835}, 'edge_length_total': 91543.8889999998, 'edge_length_avg': 116.61641910828001, 'street_length_total': 46044.414000000055, 'street_length_avg': 116.5681367088609, 'street_segments_count': 395, 'node_density_km': 48.24517491887072, 'intersection_density_km': 38.89662891383002, 'edge_density_km': 15282.183174943513, 'street_density_km': 7686.57718846679, 'circuity_avg': 1.034789764306135, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034789764306135\n", - "3111\n", - "7994625.247651946\n", - "{'n': 125, 'm': 318, 'k_avg': 5.088, 'intersection_count': 102, 'streets_per_node_avg': 2.776, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 84, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.184, 2: 0.0, 3: 0.672, 4: 0.144}, 'edge_length_total': 64921.102, 'edge_length_avg': 204.15440880503144, 'street_length_total': 32460.550999999996, 'street_length_avg': 204.1544088050314, 'street_segments_count': 159, 'node_density_km': 15.635504620646604, 'intersection_density_km': 12.75857177044763, 'edge_density_km': 8120.593522387755, 'street_density_km': 4060.296761193877, 'circuity_avg': 1.0367436928186105, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0367436928186105\n", - "3112\n", - "1996593.6376436215\n", - "{'n': 9, 'm': 16, 'k_avg': 3.5555555555555554, 'intersection_count': 5, 'streets_per_node_avg': 2.2222222222222223, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4444444444444444, 2: 0.0, 3: 0.4444444444444444, 4: 0.1111111111111111}, 'edge_length_total': 3393.252, 'edge_length_avg': 212.07825, 'street_length_total': 1696.6260000000002, 'street_length_avg': 212.07825000000003, 'street_segments_count': 8, 'node_density_km': 4.507677391290195, 'intersection_density_km': 2.5042652173834417, 'edge_density_km': 1699.5205914833596, 'street_density_km': 849.7602957416799, 'circuity_avg': 1.0028886426342851, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0028886426342851\n", - "3113\n", - "79866800.19827464\n", - "{'n': 3000, 'm': 8232, 'k_avg': 5.488, 'intersection_count': 2711, 'streets_per_node_avg': 2.965, 'streets_per_node_counts': {0: 0, 1: 289, 2: 1, 3: 2246, 4: 454, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09633333333333334, 2: 0.0003333333333333333, 3: 0.7486666666666667, 4: 0.15133333333333332, 5: 0.0033333333333333335}, 'edge_length_total': 945383.2769999945, 'edge_length_avg': 114.84247776967864, 'street_length_total': 519764.8929999994, 'street_length_avg': 117.7803972354406, 'street_segments_count': 4413, 'node_density_km': 37.56254153856547, 'intersection_density_km': 33.94401670368366, 'edge_density_km': 11836.99953739248, 'street_density_km': 6507.896794533504, 'circuity_avg': 1.0800200361688734, 'self_loop_proportion': 0.0007288629737609329, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0800200361688734\n", - "3114\n", - "12987945.418915939\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 140, 'm': 354, 'k_avg': 5.057142857142857, 'intersection_count': 109, 'streets_per_node_avg': 2.6285714285714286, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 99, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22142857142857142, 2: 0.0, 3: 0.7071428571428572, 4: 0.07142857142857142}, 'edge_length_total': 65838.998, 'edge_length_avg': 185.9858700564972, 'street_length_total': 32919.49900000001, 'street_length_avg': 185.98587005649725, 'street_segments_count': 177, 'node_density_km': 10.779226081139887, 'intersection_density_km': 8.392397448887484, 'edge_density_km': 5069.238888555121, 'street_density_km': 2534.619444277561, 'circuity_avg': 1.0753350055400206, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0753350055400206\n", - "3115\n", - "47962547.35151622\n", - "{'n': 657, 'm': 1573, 'k_avg': 4.788432267884323, 'intersection_count': 511, 'streets_per_node_avg': 2.628614916286149, 'streets_per_node_counts': {0: 0, 1: 146, 2: 4, 3: 456, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0060882800608828, 3: 0.6940639269406392, 4: 0.076103500761035, 5: 0.0015220700152207}, 'edge_length_total': 311729.127, 'edge_length_avg': 198.17490591226954, 'street_length_total': 168449.85400000008, 'street_length_avg': 201.9782422062351, 'street_segments_count': 834, 'node_density_km': 13.698188196403848, 'intersection_density_km': 10.65414637498077, 'edge_density_km': 6499.428079066477, 'street_density_km': 3512.112331428847, 'circuity_avg': 1.1803836904192322, 'self_loop_proportion': 0.007628734901462174, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1803836904192322\n", - "3116\n", - "8992389.437759643\n", - "{'n': 188, 'm': 510, 'k_avg': 5.425531914893617, 'intersection_count': 159, 'streets_per_node_avg': 2.7819148936170213, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 142, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15425531914893617, 2: 0.0, 3: 0.7553191489361702, 4: 0.09042553191489362}, 'edge_length_total': 93768.03400000006, 'edge_length_avg': 183.85889019607853, 'street_length_total': 46884.017, 'street_length_avg': 183.85889019607842, 'street_segments_count': 255, 'node_density_km': 20.906567859547483, 'intersection_density_km': 17.681618562064095, 'edge_density_km': 10427.488116368919, 'street_density_km': 5213.744058184456, 'circuity_avg': 1.0531325396779156, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0531325396779156\n", - "3117\n", - "50986007.51951376\n", - "{'n': 1450, 'm': 3819, 'k_avg': 5.267586206896552, 'intersection_count': 1125, 'streets_per_node_avg': 2.713103448275862, 'streets_per_node_counts': {0: 0, 1: 325, 2: 4, 3: 886, 4: 233, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22413793103448276, 2: 0.002758620689655172, 3: 0.6110344827586207, 4: 0.1606896551724138, 5: 0.000689655172413793, 6: 0.000689655172413793}, 'edge_length_total': 550008.6620000014, 'edge_length_avg': 144.01902644671418, 'street_length_total': 276771.79499999963, 'street_length_avg': 143.25662267080727, 'street_segments_count': 1932, 'node_density_km': 28.439175188311122, 'intersection_density_km': 22.064877301275867, 'edge_density_km': 10787.44323703906, 'street_density_km': 5428.387286336773, 'circuity_avg': 1.0444564274112726, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0444564274112726\n", - "3118\n", - "22960849.91065974\n", - "{'n': 2728, 'm': 6235, 'k_avg': 4.571114369501466, 'intersection_count': 1845, 'streets_per_node_avg': 2.4318181818181817, 'streets_per_node_counts': {0: 0, 1: 883, 2: 1, 3: 1639, 4: 196, 5: 6, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32368035190615835, 2: 0.00036656891495601173, 3: 0.6008064516129032, 4: 0.0718475073313783, 5: 0.0021994134897360706, 6: 0.0010997067448680353}, 'edge_length_total': 463355.4459999996, 'edge_length_avg': 74.31522790697667, 'street_length_total': 242768.10600000003, 'street_length_avg': 73.65537196601943, 'street_segments_count': 3296, 'node_density_km': 118.81093298438861, 'intersection_density_km': 80.3541683857027, 'edge_density_km': 20180.239311824578, 'street_density_km': 10573.132394689499, 'circuity_avg': 1.0554303955675495, 'self_loop_proportion': 0.0012830793905372895, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0554303955675495\n", - "3119\n", - "26963772.81991995\n", - "{'n': 1286, 'm': 3310, 'k_avg': 5.147744945567652, 'intersection_count': 1079, 'streets_per_node_avg': 2.827371695178849, 'streets_per_node_counts': {0: 0, 1: 207, 2: 4, 3: 885, 4: 184, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16096423017107309, 2: 0.003110419906687403, 3: 0.6881804043545878, 4: 0.14307931570762053, 5: 0.004665629860031105}, 'edge_length_total': 361103.96499999973, 'edge_length_avg': 109.09485347432016, 'street_length_total': 196935.69600000003, 'street_length_avg': 111.26310508474577, 'street_segments_count': 1770, 'node_density_km': 47.69362242400831, 'intersection_density_km': 40.01665520645798, 'edge_density_km': 13392.189861992456, 'street_density_km': 7303.714406557764, 'circuity_avg': 1.080317292124974, 'self_loop_proportion': 0.002416918429003021, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.080317292124974\n", - "3120\n", - "28971644.38042374\n", - "{'n': 2248, 'm': 6040, 'k_avg': 5.3736654804270465, 'intersection_count': 1931, 'streets_per_node_avg': 2.8434163701067616, 'streets_per_node_counts': {0: 0, 1: 317, 2: 4, 3: 1646, 4: 278, 5: 1, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14101423487544484, 2: 0.0017793594306049821, 3: 0.7322064056939501, 4: 0.12366548042704627, 5: 0.00044483985765124553, 6: 0.0008896797153024911}, 'edge_length_total': 454285.1670000005, 'edge_length_avg': 75.21277599337756, 'street_length_total': 252574.61499999996, 'street_length_avg': 79.82762800252843, 'street_segments_count': 3164, 'node_density_km': 77.59311036963379, 'intersection_density_km': 66.65137727925394, 'edge_density_km': 15680.33767896733, 'street_density_km': 8717.993762572403, 'circuity_avg': 1.0649725609275076, 'self_loop_proportion': 0.0016556291390728477, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0649725609275076\n", - "3121\n", - "27952508.20733996\n", - "{'n': 552, 'm': 1443, 'k_avg': 5.228260869565218, 'intersection_count': 441, 'streets_per_node_avg': 2.7518115942028984, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 359, 4: 79, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20108695652173914, 2: 0.0, 3: 0.6503623188405797, 4: 0.1431159420289855, 5: 0.005434782608695652}, 'edge_length_total': 265705.51700000005, 'edge_length_avg': 184.13410741510745, 'street_length_total': 133619.35200000013, 'street_length_avg': 180.56669189189208, 'street_segments_count': 740, 'node_density_km': 19.747780625105122, 'intersection_density_km': 15.776759521143767, 'edge_density_km': 9505.605544558226, 'street_density_km': 4780.227627834609, 'circuity_avg': 1.0647846913447712, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0647846913447712\n", - "3122\n", - "12978117.874581156\n", - "{'n': 449, 'm': 1201, 'k_avg': 5.349665924276169, 'intersection_count': 382, 'streets_per_node_avg': 2.821826280623608, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 328, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1492204899777283, 2: 0.0, 3: 0.7305122494432071, 4: 0.12026726057906459}, 'edge_length_total': 167765.89500000037, 'edge_length_avg': 139.68850541215684, 'street_length_total': 84582.69399999997, 'street_length_avg': 138.6601540983606, 'street_segments_count': 610, 'node_density_km': 34.59669609561861, 'intersection_density_km': 29.434160152619842, 'edge_density_km': 12926.827805177003, 'street_density_km': 6517.3313123980015, 'circuity_avg': 1.0364900251649307, 'self_loop_proportion': 0.0016652789342214821, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0364900251649307\n", - "3123\n", - "15990795.25913531\n", - "error with entry 3123\n", - "3124\n", - "18982713.537207406\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1130, 'm': 3231, 'k_avg': 5.71858407079646, 'intersection_count': 1032, 'streets_per_node_avg': 2.9982300884955753, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 843, 4: 185, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08672566371681416, 2: 0.0, 3: 0.7460176991150442, 4: 0.16371681415929204, 5: 0.002654867256637168, 6: 0.0008849557522123894}, 'edge_length_total': 322163.2889999998, 'edge_length_avg': 99.71008635097488, 'street_length_total': 170311.91699999972, 'street_length_avg': 101.67875641791028, 'street_segments_count': 1675, 'node_density_km': 59.52784346585241, 'intersection_density_km': 54.36525173164574, 'edge_density_km': 16971.403396492176, 'street_density_km': 8971.947907562151, 'circuity_avg': 1.0362414811587626, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0362414811587626\n", - "3125\n", - "8984814.602936976\n", - "{'n': 121, 'm': 300, 'k_avg': 4.958677685950414, 'intersection_count': 95, 'streets_per_node_avg': 2.644628099173554, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 86, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21487603305785125, 2: 0.0, 3: 0.7107438016528925, 4: 0.0743801652892562}, 'edge_length_total': 68801.23200000008, 'edge_length_avg': 229.33744000000024, 'street_length_total': 34400.615999999965, 'street_length_avg': 229.33743999999976, 'street_segments_count': 150, 'node_density_km': 13.467167142263266, 'intersection_density_km': 10.573395690206697, 'edge_density_km': 7657.501577996966, 'street_density_km': 3828.7507889984754, 'circuity_avg': 1.0575227416853528, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0575227416853528\n", - "3126\n", - "9991303.38358165\n", - "{'n': 428, 'm': 1147, 'k_avg': 5.359813084112149, 'intersection_count': 350, 'streets_per_node_avg': 2.7429906542056073, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 305, 4: 44, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1822429906542056, 2: 0.0, 3: 0.7126168224299065, 4: 0.102803738317757, 5: 0.002336448598130841}, 'edge_length_total': 118983.53399999997, 'edge_length_avg': 103.73455448997382, 'street_length_total': 59552.614000000016, 'street_length_avg': 103.75019860627181, 'street_segments_count': 574, 'node_density_km': 42.83725391657279, 'intersection_density_km': 35.03046465140298, 'edge_density_km': 11908.709948245725, 'street_density_km': 5960.444970358991, 'circuity_avg': 1.0495448262922618, 'self_loop_proportion': 0.0017436791630340018, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0495448262922618\n", - "3127\n", - "13984070.939562997\n", - "{'n': 1086, 'm': 2878, 'k_avg': 5.300184162062615, 'intersection_count': 846, 'streets_per_node_avg': 2.7302025782688766, 'streets_per_node_counts': {0: 0, 1: 240, 2: 0, 3: 661, 4: 183, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22099447513812154, 2: 0.0, 3: 0.6086556169429097, 4: 0.1685082872928177, 5: 0.001841620626151013}, 'edge_length_total': 269628.8270000004, 'edge_length_avg': 93.68618033356512, 'street_length_total': 138936.79200000004, 'street_length_avg': 95.4236208791209, 'street_segments_count': 1456, 'node_density_km': 77.6597891052988, 'intersection_density_km': 60.49740477263608, 'edge_density_km': 19281.139817245974, 'street_density_km': 9935.36092604675, 'circuity_avg': 1.0411317592308782, 'self_loop_proportion': 0.001389854065323141, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0411317592308782\n", - "3128\n", - "4991453.064066961\n", - "{'n': 129, 'm': 337, 'k_avg': 5.224806201550388, 'intersection_count': 107, 'streets_per_node_avg': 2.7751937984496124, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 92, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17054263565891473, 2: 0.0, 3: 0.7131782945736435, 4: 0.11627906976744186}, 'edge_length_total': 58299.931999999986, 'edge_length_avg': 172.9968308605341, 'street_length_total': 29268.388000000017, 'street_length_avg': 171.16016374269017, 'street_segments_count': 171, 'node_density_km': 25.844177706219423, 'intersection_density_km': 21.436643523763397, 'edge_density_km': 11679.951960220993, 'street_density_km': 5863.70093524481, 'circuity_avg': 1.076235077234645, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.076235077234645\n", - "3129\n", - "11991886.614885818\n", - "{'n': 181, 'm': 530, 'k_avg': 5.856353591160221, 'intersection_count': 159, 'streets_per_node_avg': 3.0331491712707184, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 109, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12154696132596685, 2: 0.0, 3: 0.6022099447513812, 4: 0.27624309392265195}, 'edge_length_total': 93043.47799999996, 'edge_length_avg': 175.55373207547163, 'street_length_total': 46521.73900000001, 'street_length_avg': 175.55373207547174, 'street_segments_count': 265, 'node_density_km': 15.093538307418646, 'intersection_density_km': 13.258964590494832, 'edge_density_km': 7758.869057726317, 'street_density_km': 3879.4345288631607, 'circuity_avg': 1.0848237877682216, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0848237877682216\n", - "3130\n", - "4991316.315799303\n", - "{'n': 430, 'm': 1010, 'k_avg': 4.6976744186046515, 'intersection_count': 285, 'streets_per_node_avg': 2.4093023255813955, 'streets_per_node_counts': {0: 0, 1: 145, 2: 0, 3: 249, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3372093023255814, 2: 0.0, 3: 0.5790697674418605, 4: 0.08372093023255814}, 'edge_length_total': 78121.273, 'edge_length_avg': 77.34779504950495, 'street_length_total': 39200.31200000002, 'street_length_avg': 77.31816962524658, 'street_segments_count': 507, 'node_density_km': 86.14961921745893, 'intersection_density_km': 57.09916622552511, 'edge_density_km': 15651.437027286409, 'street_density_km': 7853.702213966483, 'circuity_avg': 1.063542568011255, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063542568011255\n", - "3131\n", - "18979111.168108597\n", - "{'n': 669, 'm': 1773, 'k_avg': 5.300448430493273, 'intersection_count': 602, 'streets_per_node_avg': 2.9417040358744395, 'streets_per_node_counts': {0: 0, 1: 67, 2: 2, 3: 505, 4: 93, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10014947683109118, 2: 0.0029895366218236174, 3: 0.7548579970104634, 4: 0.13901345291479822, 5: 0.0029895366218236174}, 'edge_length_total': 219812.0469999995, 'edge_length_avg': 123.97746587704427, 'street_length_total': 122896.7799999999, 'street_length_avg': 127.48628630705383, 'street_segments_count': 964, 'node_density_km': 35.24927980421701, 'intersection_density_km': 31.719082873151933, 'edge_density_km': 11581.788264634803, 'street_density_km': 6475.370680504182, 'circuity_avg': 1.0711631383498714, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0711631383498714\n", - "3132\n", - "3996380.9155497765\n", - "{'n': 118, 'm': 292, 'k_avg': 4.9491525423728815, 'intersection_count': 100, 'streets_per_node_avg': 2.8559322033898304, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 81, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15254237288135594, 2: 0.0, 3: 0.6864406779661016, 4: 0.16101694915254236}, 'edge_length_total': 30645.551999999985, 'edge_length_avg': 104.95052054794516, 'street_length_total': 16617.538000000004, 'street_length_avg': 102.57739506172842, 'street_segments_count': 162, 'node_density_km': 29.526714918707118, 'intersection_density_km': 25.0226397616162, 'edge_density_km': 7668.326079918766, 'street_density_km': 4158.146670989682, 'circuity_avg': 1.1119828530562814, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1119828530562814\n", - "3133\n", - "5991071.46375798\n", - "{'n': 175, 'm': 409, 'k_avg': 4.674285714285714, 'intersection_count': 128, 'streets_per_node_avg': 2.56, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 113, 4: 13, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26857142857142857, 2: 0.0, 3: 0.6457142857142857, 4: 0.07428571428571429, 5: 0.011428571428571429}, 'edge_length_total': 39314.64600000004, 'edge_length_avg': 96.12382885085583, 'street_length_total': 21848.83900000003, 'street_length_avg': 101.62250697674432, 'street_segments_count': 215, 'node_density_km': 29.21013395661098, 'intersection_density_km': 21.365126551121175, 'edge_density_km': 6562.206149238521, 'street_density_km': 3646.900079922441, 'circuity_avg': 1.0909425915888125, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0909425915888125\n", - "3134\n", - "6988151.081684215\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 53, 'm': 124, 'k_avg': 4.679245283018868, 'intersection_count': 47, 'streets_per_node_avg': 3.018867924528302, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 34, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11320754716981132, 2: 0.0, 3: 0.6415094339622641, 4: 0.24528301886792453}, 'edge_length_total': 20253.979, 'edge_length_avg': 163.33854032258063, 'street_length_total': 12614.418, 'street_length_avg': 165.9791842105263, 'street_segments_count': 76, 'node_density_km': 7.584266479142357, 'intersection_density_km': 6.72567027395643, 'edge_density_km': 2898.33158488591, 'street_density_km': 1805.115237571509, 'circuity_avg': 1.0861352501532373, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0861352501532373\n", - "3135\n", - "12977873.492709825\n", - "{'n': 656, 'm': 1791, 'k_avg': 5.460365853658536, 'intersection_count': 543, 'streets_per_node_avg': 2.785060975609756, 'streets_per_node_counts': {0: 0, 1: 113, 2: 0, 3: 460, 4: 81, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1722560975609756, 2: 0.0, 3: 0.7012195121951219, 4: 0.12347560975609756, 5: 0.003048780487804878}, 'edge_length_total': 208862.42899999995, 'edge_length_avg': 116.61777163595754, 'street_length_total': 104729.27299999984, 'street_length_avg': 116.23670699223068, 'street_segments_count': 901, 'node_density_km': 50.547572402250694, 'intersection_density_km': 41.84044483905812, 'edge_density_km': 16093.732853639394, 'street_density_km': 8069.833093906358, 'circuity_avg': 1.167678318433293, 'self_loop_proportion': 0.0033500837520938024, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.167678318433293\n", - "3136\n", - "10981562.999594998\n", - "{'n': 145, 'm': 372, 'k_avg': 5.13103448275862, 'intersection_count': 109, 'streets_per_node_avg': 2.696551724137931, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 81, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2482758620689655, 2: 0.0, 3: 0.5586206896551724, 4: 0.19310344827586207}, 'edge_length_total': 91171.86200000001, 'edge_length_avg': 245.08565053763442, 'street_length_total': 45585.930999999975, 'street_length_avg': 245.08565053763428, 'street_segments_count': 186, 'node_density_km': 13.203949201525106, 'intersection_density_km': 9.92572733080163, 'edge_density_km': 8302.266444527291, 'street_density_km': 4151.133222263643, 'circuity_avg': 1.0441631903605921, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0441631903605921\n", - "3137\n", - "6995111.763501633\n", - "{'n': 700, 'm': 1753, 'k_avg': 5.008571428571429, 'intersection_count': 509, 'streets_per_node_avg': 2.597142857142857, 'streets_per_node_counts': {0: 0, 1: 191, 2: 0, 3: 409, 4: 100}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27285714285714285, 2: 0.0, 3: 0.5842857142857143, 4: 0.14285714285714285}, 'edge_length_total': 142266.57500000004, 'edge_length_avg': 81.15606103822022, 'street_length_total': 72402.60600000001, 'street_length_avg': 80.98725503355706, 'street_segments_count': 894, 'node_density_km': 100.0698807490664, 'intersection_density_km': 72.76509900182114, 'edge_density_km': 20337.99884975445, 'street_density_km': 10350.457354773773, 'circuity_avg': 1.0364867552376902, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0364867552376902\n", - "3138\n", - "7992708.5737526305\n", - "{'n': 119, 'm': 318, 'k_avg': 5.34453781512605, 'intersection_count': 99, 'streets_per_node_avg': 2.764705882352941, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 87, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16806722689075632, 2: 0.0, 3: 0.7310924369747899, 4: 0.10084033613445378}, 'edge_length_total': 77217.50999999998, 'edge_length_avg': 242.822358490566, 'street_length_total': 38608.75499999999, 'street_length_avg': 242.822358490566, 'street_segments_count': 159, 'node_density_km': 14.888569863636189, 'intersection_density_km': 12.386289214285569, 'edge_density_km': 9660.994053201897, 'street_density_km': 4830.497026600949, 'circuity_avg': 1.054657820190283, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054657820190283\n", - "3139\n", - "7997662.35489229\n", - "{'n': 540, 'm': 1559, 'k_avg': 5.774074074074074, 'intersection_count': 499, 'streets_per_node_avg': 3.0185185185185186, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 421, 4: 68, 5: 8, 6: 1, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07592592592592592, 2: 0.0, 3: 0.7796296296296297, 4: 0.1259259259259259, 5: 0.014814814814814815, 6: 0.001851851851851852, 7: 0.0, 8: 0.001851851851851852}, 'edge_length_total': 123502.59, 'edge_length_avg': 79.21910840282231, 'street_length_total': 63147.894999999895, 'street_length_avg': 78.83632334581759, 'street_segments_count': 801, 'node_density_km': 67.51972964571003, 'intersection_density_km': 62.3932316540913, 'edge_density_km': 15442.33608767587, 'street_density_km': 7895.794070547549, 'circuity_avg': 1.0635031035499496, 'self_loop_proportion': 0.0012828736369467607, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0635031035499496\n", - "3140\n", - "11990153.170989932\n", - "{'n': 578, 'm': 1543, 'k_avg': 5.339100346020762, 'intersection_count': 513, 'streets_per_node_avg': 2.9083044982698962, 'streets_per_node_counts': {0: 0, 1: 65, 2: 1, 3: 437, 4: 73, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11245674740484429, 2: 0.0017301038062283738, 3: 0.7560553633217993, 4: 0.12629757785467127, 5: 0.0017301038062283738, 6: 0.0017301038062283738}, 'edge_length_total': 163881.27199999988, 'edge_length_avg': 106.20950874918981, 'street_length_total': 88507.67799999996, 'street_length_avg': 109.26873827160489, 'street_segments_count': 810, 'node_density_km': 48.20622320309183, 'intersection_density_km': 42.785108137000186, 'edge_density_km': 13667.988195222488, 'street_density_km': 7381.697025701346, 'circuity_avg': 1.0384596166571838, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0384596166571838\n", - "3141\n", - "18977310.722155157\n", - "{'n': 202, 'm': 451, 'k_avg': 4.465346534653466, 'intersection_count': 173, 'streets_per_node_avg': 2.8514851485148514, 'streets_per_node_counts': {0: 0, 1: 29, 2: 2, 3: 141, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14356435643564355, 2: 0.009900990099009901, 3: 0.698019801980198, 4: 0.1485148514851485}, 'edge_length_total': 84212.86, 'edge_length_avg': 186.72474501108647, 'street_length_total': 55817.29500000002, 'street_length_avg': 198.6380604982207, 'street_segments_count': 281, 'node_density_km': 10.6442900660405, 'intersection_density_km': 9.116149412995082, 'edge_density_km': 4437.554995697324, 'street_density_km': 2941.2647459492687, 'circuity_avg': 1.0547100953527098, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0547100953527098\n", - "3142\n", - "8984385.525758611\n", - "{'n': 201, 'm': 467, 'k_avg': 4.646766169154229, 'intersection_count': 149, 'streets_per_node_avg': 2.537313432835821, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 138, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25870646766169153, 2: 0.0, 3: 0.6865671641791045, 4: 0.05472636815920398}, 'edge_length_total': 82975.00599999996, 'edge_length_avg': 177.6766723768736, 'street_length_total': 43366.548, 'street_length_avg': 174.86511290322582, 'street_segments_count': 248, 'node_density_km': 22.372147702669764, 'intersection_density_km': 16.584328396506443, 'edge_density_km': 9235.468108765717, 'street_density_km': 4826.879687616508, 'circuity_avg': 1.0648628330847356, 'self_loop_proportion': 0.004282655246252677, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0648628330847356\n", - "3143\n", - "20971832.98152428\n", - "{'n': 626, 'm': 1453, 'k_avg': 4.642172523961661, 'intersection_count': 461, 'streets_per_node_avg': 2.5431309904153356, 'streets_per_node_counts': {0: 0, 1: 165, 2: 0, 3: 418, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26357827476038337, 2: 0.0, 3: 0.6677316293929713, 4: 0.0670926517571885, 5: 0.001597444089456869}, 'edge_length_total': 192073.68000000017, 'edge_length_avg': 132.19110805230568, 'street_length_total': 99534.86999999997, 'street_length_avg': 129.77166883963488, 'street_segments_count': 767, 'node_density_km': 29.849560625029397, 'intersection_density_km': 21.981864933128676, 'edge_density_km': 9158.65008886981, 'street_density_km': 4746.121623593321, 'circuity_avg': 1.0579706408028346, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0579706408028346\n", - "3144\n", - "10979999.57591048\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 388, 'm': 966, 'k_avg': 4.979381443298969, 'intersection_count': 297, 'streets_per_node_avg': 2.582474226804124, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 277, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2345360824742268, 2: 0.0, 3: 0.7139175257731959, 4: 0.05154639175257732}, 'edge_length_total': 118957.77999999984, 'edge_length_avg': 123.1446997929605, 'street_length_total': 59658.86799999999, 'street_length_avg': 122.75487242798351, 'street_segments_count': 486, 'node_density_km': 35.33697768543186, 'intersection_density_km': 27.049181372611503, 'edge_density_km': 10834.04231280543, 'street_density_km': 5433.412596015785, 'circuity_avg': 1.1179741181349854, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1179741181349854\n", - "3145\n", - "7998115.549854464\n", - "{'n': 424, 'm': 1213, 'k_avg': 5.721698113207547, 'intersection_count': 408, 'streets_per_node_avg': 3.1202830188679247, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 325, 4: 83}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03773584905660377, 2: 0.0, 3: 0.7665094339622641, 4: 0.1957547169811321}, 'edge_length_total': 110267.66899999995, 'edge_length_avg': 90.90492085737836, 'street_length_total': 60386.47599999998, 'street_length_avg': 94.20667082683305, 'street_segments_count': 641, 'node_density_km': 53.0124874237051, 'intersection_density_km': 51.012016200169064, 'edge_density_km': 13786.706170056073, 'street_density_km': 7550.0879705468615, 'circuity_avg': 1.0275731184982022, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0275731184982022\n", - "3146\n", - "32974446.930504292\n", - "{'n': 641, 'm': 1641, 'k_avg': 5.1201248049922, 'intersection_count': 489, 'streets_per_node_avg': 2.6193447737909517, 'streets_per_node_counts': {0: 0, 1: 152, 2: 0, 3: 430, 4: 58, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23712948517940718, 2: 0.0, 3: 0.6708268330733229, 4: 0.0904836193447738, 5: 0.0015600624024961}, 'edge_length_total': 298500.24, 'edge_length_avg': 181.90142595978062, 'street_length_total': 149608.63000000006, 'street_length_avg': 182.0056326034064, 'street_segments_count': 822, 'node_density_km': 19.43929495924367, 'intersection_density_km': 14.829664953307573, 'edge_density_km': 9052.471467652145, 'street_density_km': 4537.1080920723125, 'circuity_avg': 1.0405542160659444, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0405542160659444\n", - "3147\n", - "3993095.9205080336\n", - "{'n': 117, 'm': 293, 'k_avg': 5.0085470085470085, 'intersection_count': 101, 'streets_per_node_avg': 2.8632478632478633, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 87, 4: 12, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13675213675213677, 2: 0.0, 3: 0.7435897435897436, 4: 0.10256410256410256, 5: 0.017094017094017096}, 'edge_length_total': 45836.87200000003, 'edge_length_avg': 156.43983617747452, 'street_length_total': 25183.881, 'street_length_avg': 161.4351346153846, 'street_segments_count': 156, 'node_density_km': 29.30057337193, 'intersection_density_km': 25.29365735525581, 'edge_density_km': 11479.031035690297, 'street_density_km': 6306.856008807298, 'circuity_avg': 1.0872901451207273, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0872901451207273\n", - "3148\n", - "10991163.714577056\n", - "{'n': 162, 'm': 452, 'k_avg': 5.580246913580247, 'intersection_count': 143, 'streets_per_node_avg': 2.919753086419753, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 118, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11728395061728394, 2: 0.0, 3: 0.7283950617283951, 4: 0.15432098765432098}, 'edge_length_total': 92633.58400000002, 'edge_length_avg': 204.94155752212393, 'street_length_total': 46316.792, 'street_length_avg': 204.9415575221239, 'street_segments_count': 226, 'node_density_km': 14.739112636921886, 'intersection_density_km': 13.010451278270553, 'edge_density_km': 8428.005114430649, 'street_density_km': 4214.0025572153245, 'circuity_avg': 1.0298276866122857, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0298276866122857\n", - "3149\n", - "23994634.6549554\n", - "{'n': 445, 'm': 1130, 'k_avg': 5.078651685393258, 'intersection_count': 338, 'streets_per_node_avg': 2.582022471910112, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 311, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24044943820224718, 2: 0.0, 3: 0.698876404494382, 4: 0.058426966292134834, 5: 0.0022471910112359553}, 'edge_length_total': 171157.5360000002, 'edge_length_avg': 151.46684601769928, 'street_length_total': 85578.76799999997, 'street_length_avg': 151.46684601769905, 'street_segments_count': 565, 'node_density_km': 18.545812695176757, 'intersection_density_km': 14.086482451617403, 'edge_density_km': 7133.158660728037, 'street_density_km': 3566.579330364013, 'circuity_avg': 1.0545975916530543, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0545975916530543\n", - "3150\n", - "2996745.605073002\n", - "{'n': 22, 'm': 56, 'k_avg': 5.090909090909091, 'intersection_count': 19, 'streets_per_node_avg': 2.8636363636363638, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 16, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13636363636363635, 2: 0.0, 3: 0.7272727272727273, 4: 0.13636363636363635}, 'edge_length_total': 13125.635999999993, 'edge_length_avg': 234.386357142857, 'street_length_total': 6562.817999999999, 'street_length_avg': 234.38635714285712, 'street_segments_count': 28, 'node_density_km': 7.341297160078447, 'intersection_density_km': 6.340211183704114, 'edge_density_km': 4379.963376864699, 'street_density_km': 2189.9816884323504, 'circuity_avg': 1.1046416446003793, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1046416446003793\n", - "3151\n", - "1174062707.402211\n", - "error with entry 3151\n", - "3152\n", - "13978467.194486193\n", - "{'n': 265, 'm': 594, 'k_avg': 4.483018867924528, 'intersection_count': 183, 'streets_per_node_avg': 2.4150943396226414, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 174, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30943396226415093, 2: 0.0, 3: 0.6566037735849056, 4: 0.033962264150943396}, 'edge_length_total': 95791.12499999983, 'edge_length_avg': 161.2645202020199, 'street_length_total': 48258.271999999975, 'street_length_avg': 160.3264850498338, 'street_segments_count': 301, 'node_density_km': 18.95772950731889, 'intersection_density_km': 13.091564150337195, 'edge_density_km': 6852.763158308562, 'street_density_km': 3452.3293096853604, 'circuity_avg': 1.0904939587940008, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0904939587940008\n", - "3153\n", - "60904055.64390012\n", - "{'n': 3283, 'm': 7871, 'k_avg': 4.795004568991776, 'intersection_count': 2369, 'streets_per_node_avg': 2.5278708498324702, 'streets_per_node_counts': {0: 0, 1: 914, 2: 0, 3: 2093, 4: 274, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.278403898872982, 2: 0.0, 3: 0.6375266524520256, 4: 0.08346024977155041, 5: 0.0006091989034419738}, 'edge_length_total': 859293.2590000017, 'edge_length_avg': 109.17205679075107, 'street_length_total': 436747.1369999998, 'street_length_avg': 106.94102277179232, 'street_segments_count': 4084, 'node_density_km': 53.904456202315494, 'intersection_density_km': 38.89724542896296, 'edge_density_km': 14108.966142159774, 'street_density_km': 7171.068205270538, 'circuity_avg': 1.0820845410388722, 'self_loop_proportion': 0.0008893406174564859, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0820845410388722\n", - "3154\n", - "4996569.647666407\n", - "{'n': 107, 'm': 266, 'k_avg': 4.97196261682243, 'intersection_count': 82, 'streets_per_node_avg': 2.6448598130841123, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 70, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2336448598130841, 2: 0.0, 3: 0.6542056074766355, 4: 0.11214953271028037}, 'edge_length_total': 45214.01399999998, 'edge_length_avg': 169.97749624060143, 'street_length_total': 22607.006999999998, 'street_length_avg': 169.97749624060148, 'street_segments_count': 133, 'node_density_km': 21.414691987726655, 'intersection_density_km': 16.411259280313885, 'edge_density_km': 9049.011059240751, 'street_density_km': 4524.505529620377, 'circuity_avg': 1.0681549867735107, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0681549867735107\n", - "3155\n", - "29960292.110830992\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 966, 'm': 2593, 'k_avg': 5.3685300207039335, 'intersection_count': 869, 'streets_per_node_avg': 2.9927536231884058, 'streets_per_node_counts': {0: 0, 1: 97, 2: 0, 3: 689, 4: 174, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10041407867494824, 2: 0.0, 3: 0.7132505175983437, 4: 0.18012422360248448, 5: 0.005175983436853002, 6: 0.0010351966873706005}, 'edge_length_total': 261686.03700000036, 'edge_length_avg': 100.92018395680692, 'street_length_total': 151757.943, 'street_length_avg': 106.64648137737174, 'street_segments_count': 1423, 'node_density_km': 32.2426762872175, 'intersection_density_km': 29.005057653821954, 'edge_density_km': 8734.428757635438, 'street_density_km': 5065.302515696692, 'circuity_avg': 1.0583654482575233, 'self_loop_proportion': 0.0007713073659853452, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0583654482575233\n", - "3156\n", - "16972609.241622526\n", - "{'n': 968, 'm': 2566, 'k_avg': 5.301652892561983, 'intersection_count': 854, 'streets_per_node_avg': 2.956611570247934, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 675, 4: 172, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11776859504132231, 2: 0.0, 3: 0.6973140495867769, 4: 0.17768595041322313, 5: 0.007231404958677686}, 'edge_length_total': 236595.4420000004, 'edge_length_avg': 92.20399142634466, 'street_length_total': 141576.56100000016, 'street_length_avg': 101.19839957112235, 'street_segments_count': 1399, 'node_density_km': 57.03306935424753, 'intersection_density_km': 50.3163649055035, 'edge_density_km': 13939.839103806684, 'street_density_km': 8341.472957075273, 'circuity_avg': 1.057232648658176, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057232648658176\n", - "3157\n", - "37966434.835173525\n", - "{'n': 950, 'm': 2604, 'k_avg': 5.482105263157894, 'intersection_count': 792, 'streets_per_node_avg': 2.829473684210526, 'streets_per_node_counts': {0: 0, 1: 158, 2: 0, 3: 639, 4: 152, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16631578947368422, 2: 0.0, 3: 0.6726315789473685, 4: 0.16, 5: 0.0010526315789473684}, 'edge_length_total': 468475.8669999993, 'edge_length_avg': 179.90624692780312, 'street_length_total': 234938.29300000006, 'street_length_avg': 179.47921543162724, 'street_segments_count': 1309, 'node_density_km': 25.022101867723553, 'intersection_density_km': 20.860531241302162, 'edge_density_km': 12339.211438572731, 'street_density_km': 6188.052526394827, 'circuity_avg': 1.0440923482015902, 'self_loop_proportion': 0.0007680491551459293, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0440923482015902\n", - "3158\n", - "10984544.768805774\n", - "{'n': 493, 'm': 1091, 'k_avg': 4.425963488843814, 'intersection_count': 313, 'streets_per_node_avg': 2.310344827586207, 'streets_per_node_counts': {0: 0, 1: 180, 2: 0, 3: 293, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.36511156186612576, 2: 0.0, 3: 0.5943204868154158, 4: 0.04056795131845842}, 'edge_length_total': 112573.68900000013, 'edge_length_avg': 103.18394958753449, 'street_length_total': 56668.057, 'street_length_avg': 102.47388245931285, 'street_segments_count': 553, 'node_density_km': 44.881240904951795, 'intersection_density_km': 28.494580939654995, 'edge_density_km': 10248.370903789306, 'street_density_km': 5158.889894183651, 'circuity_avg': 1.0883059361638128, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0883059361638128\n", - "3159\n", - "5994618.2425959725\n", - "{'n': 95, 'm': 236, 'k_avg': 4.968421052631579, 'intersection_count': 73, 'streets_per_node_avg': 2.610526315789474, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 66, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23157894736842105, 2: 0.0, 3: 0.6947368421052632, 4: 0.07368421052631578}, 'edge_length_total': 48621.75999999996, 'edge_length_avg': 206.02440677966084, 'street_length_total': 24310.88000000001, 'street_length_avg': 206.0244067796611, 'street_segments_count': 118, 'node_density_km': 15.847547943079725, 'intersection_density_km': 12.177589472050736, 'edge_density_km': 8110.901817651741, 'street_density_km': 4055.450908825875, 'circuity_avg': 1.0415287165238398, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0415287165238398\n", - "3160\n", - "7987777.9899742035\n", - "{'n': 244, 'm': 660, 'k_avg': 5.409836065573771, 'intersection_count': 206, 'streets_per_node_avg': 2.831967213114754, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 171, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1557377049180328, 2: 0.0, 3: 0.7008196721311475, 4: 0.14344262295081966}, 'edge_length_total': 53063.428000000036, 'edge_length_avg': 80.39913333333338, 'street_length_total': 26531.713999999974, 'street_length_avg': 80.39913333333325, 'street_segments_count': 330, 'node_density_km': 30.546667709875596, 'intersection_density_km': 25.78939978784579, 'edge_density_km': 6643.077469929958, 'street_density_km': 3321.5387349649736, 'circuity_avg': 1.041263065982687, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041263065982687\n", - "3161\n", - "6996736.864930069\n", - "{'n': 367, 'm': 1003, 'k_avg': 5.4659400544959125, 'intersection_count': 320, 'streets_per_node_avg': 2.888283378746594, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 267, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12806539509536785, 2: 0.0, 3: 0.7275204359673024, 4: 0.1444141689373297}, 'edge_length_total': 87044.19900000001, 'edge_length_avg': 86.78384745762713, 'street_length_total': 44872.251999999986, 'street_length_avg': 87.81262622309195, 'street_segments_count': 511, 'node_density_km': 52.45302304271637, 'intersection_density_km': 45.73560592280446, 'edge_density_km': 12440.684947906784, 'street_density_km': 6413.311357314918, 'circuity_avg': 1.0563938890953488, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0563938890953488\n", - "3162\n", - "43925910.78124295\n", - "{'n': 1009, 'm': 2411, 'k_avg': 4.778989098116948, 'intersection_count': 734, 'streets_per_node_avg': 2.5361744301288405, 'streets_per_node_counts': {0: 0, 1: 275, 2: 0, 3: 655, 4: 76, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27254707631318137, 2: 0.0, 3: 0.6491575817641229, 4: 0.0753221010901883, 5: 0.002973240832507433}, 'edge_length_total': 376323.89399999956, 'edge_length_avg': 156.0862272915801, 'street_length_total': 193764.52000000014, 'street_length_avg': 156.51415185783532, 'street_segments_count': 1238, 'node_density_km': 22.97049695850265, 'intersection_density_km': 16.709955171001926, 'edge_density_km': 8567.241687352689, 'street_density_km': 4411.166815981892, 'circuity_avg': 1.0577959474083274, 'self_loop_proportion': 0.005806719203649938, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0577959474083274\n", - "3163\n", - "7990920.116575158\n", - "{'n': 130, 'm': 324, 'k_avg': 4.984615384615385, 'intersection_count': 100, 'streets_per_node_avg': 2.5846153846153848, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 94, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.7230769230769231, 4: 0.046153846153846156}, 'edge_length_total': 65156.37400000005, 'edge_length_avg': 201.09991975308657, 'street_length_total': 32578.186999999998, 'street_length_avg': 201.0999197530864, 'street_segments_count': 162, 'node_density_km': 16.268464470111223, 'intersection_density_km': 12.514203438547096, 'edge_density_km': 8153.801195540611, 'street_density_km': 4076.9005977703023, 'circuity_avg': 1.0843892628506775, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0843892628506775\n", - "3164\n", - "11981224.225168224\n", - "{'n': 1081, 'm': 3187, 'k_avg': 5.896392229417207, 'intersection_count': 1008, 'streets_per_node_avg': 3.1267345050878816, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 728, 4: 277, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06753006475485661, 2: 0.0, 3: 0.6734505087881592, 4: 0.25624421831637373, 5: 0.0027752081406105457}, 'edge_length_total': 235059.48200000016, 'edge_length_avg': 73.75572074050837, 'street_length_total': 125507.77299999983, 'street_length_avg': 75.47069933854469, 'street_segments_count': 1663, 'node_density_km': 90.22450291258296, 'intersection_density_km': 84.13163638842148, 'edge_density_km': 19618.986973486823, 'street_density_km': 10475.37135114735, 'circuity_avg': 1.0608134042130881, 'self_loop_proportion': 0.0006275494195167869, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0608134042130881\n", - "3165\n", - "6997145.138335695\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 184, 'm': 524, 'k_avg': 5.695652173913044, 'intersection_count': 166, 'streets_per_node_avg': 3.010869565217391, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 130, 4: 34, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09782608695652174, 2: 0.0, 3: 0.7065217391304348, 4: 0.18478260869565216, 5: 0.010869565217391304}, 'edge_length_total': 51612.959000000046, 'edge_length_avg': 98.49801335877872, 'street_length_total': 26286.75400000001, 'street_length_avg': 98.08490298507468, 'street_segments_count': 268, 'node_density_km': 26.29643895649781, 'intersection_density_km': 23.723961232492588, 'edge_density_km': 7376.2881831941595, 'street_density_km': 3756.7827278558416, 'circuity_avg': 1.0557140075341307, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557140075341307\n", - "3166\n", - "7985896.735277934\n", - "{'n': 194, 'm': 467, 'k_avg': 4.814432989690721, 'intersection_count': 161, 'streets_per_node_avg': 2.845360824742268, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 125, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17010309278350516, 2: 0.0, 3: 0.6443298969072165, 4: 0.18556701030927836}, 'edge_length_total': 69657.69099999995, 'edge_length_avg': 149.1599379014988, 'street_length_total': 39607.59599999997, 'street_length_avg': 152.33690769230756, 'street_segments_count': 260, 'node_density_km': 24.292826019525055, 'intersection_density_km': 20.160541181152237, 'edge_density_km': 8722.588496829047, 'street_density_km': 4959.692982884721, 'circuity_avg': 1.0943758868042794, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0943758868042794\n", - "3167\n", - "3996288.3789121807\n", - "{'n': 81, 'm': 206, 'k_avg': 5.08641975308642, 'intersection_count': 67, 'streets_per_node_avg': 2.802469135802469, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 55, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1728395061728395, 2: 0.0, 3: 0.6790123456790124, 4: 0.14814814814814814}, 'edge_length_total': 37091.948000000004, 'edge_length_avg': 180.05800000000002, 'street_length_total': 18545.973999999995, 'street_length_avg': 180.05799999999994, 'street_segments_count': 103, 'node_density_km': 20.26880753336645, 'intersection_density_km': 16.765556848587064, 'edge_density_km': 9281.599445057243, 'street_density_km': 4640.79972252862, 'circuity_avg': 1.0604876920278865, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0604876920278865\n", - "3168\n", - "7997738.712175174\n", - "{'n': 82, 'm': 206, 'k_avg': 5.024390243902439, 'intersection_count': 63, 'streets_per_node_avg': 2.597560975609756, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 58, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23170731707317074, 2: 0.0, 3: 0.7073170731707317, 4: 0.06097560975609756}, 'edge_length_total': 39221.11999999999, 'edge_length_avg': 190.39378640776692, 'street_length_total': 19610.55999999999, 'street_length_avg': 190.3937864077669, 'street_segments_count': 103, 'node_density_km': 10.252898094203701, 'intersection_density_km': 7.877226584571136, 'edge_density_km': 4904.026176835787, 'street_density_km': 2452.013088417893, 'circuity_avg': 1.079700720056504, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.079700720056504\n", - "3169\n", - "8987115.312805803\n", - "{'n': 157, 'm': 373, 'k_avg': 4.751592356687898, 'intersection_count': 131, 'streets_per_node_avg': 2.738853503184713, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 120, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16560509554140126, 2: 0.0, 3: 0.7643312101910829, 4: 0.07006369426751592}, 'edge_length_total': 65646.50999999998, 'edge_length_avg': 175.99600536193023, 'street_length_total': 37845.666, 'street_length_avg': 189.22833, 'street_segments_count': 200, 'node_density_km': 17.469454272639588, 'intersection_density_km': 14.576423628762967, 'edge_density_km': 7304.514042059726, 'street_density_km': 4211.102749073826, 'circuity_avg': 1.1040511148803305, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1040511148803305\n", - "3170\n", - "6988182.862160633\n", - "{'n': 418, 'm': 1120, 'k_avg': 5.358851674641149, 'intersection_count': 342, 'streets_per_node_avg': 2.8708133971291865, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 245, 4: 96, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.5861244019138756, 4: 0.22966507177033493, 5: 0.0023923444976076554}, 'edge_length_total': 127100.65499999985, 'edge_length_avg': 113.4827276785713, 'street_length_total': 65003.171, 'street_length_avg': 112.26799827288428, 'street_segments_count': 579, 'node_density_km': 59.815263602126336, 'intersection_density_km': 48.93976112901246, 'edge_density_km': 18187.9406287749, 'street_density_km': 9301.870354878216, 'circuity_avg': 1.0537232807553376, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0537232807553376\n", - "3171\n", - "5989731.091539506\n", - "{'n': 221, 'm': 570, 'k_avg': 5.158371040723982, 'intersection_count': 171, 'streets_per_node_avg': 2.6561085972850678, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 148, 4: 22, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22624434389140272, 2: 0.0, 3: 0.669683257918552, 4: 0.09954751131221719, 5: 0.004524886877828055}, 'edge_length_total': 61246.989999999954, 'edge_length_avg': 107.45085964912273, 'street_length_total': 30623.49500000003, 'street_length_avg': 107.45085964912292, 'street_segments_count': 285, 'node_density_km': 36.896481097817976, 'intersection_density_km': 28.548860939940607, 'edge_density_km': 10225.332166666267, 'street_density_km': 5112.6660833331425, 'circuity_avg': 1.0676760581025373, 'self_loop_proportion': 0.017543859649122806, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0676760581025373\n", - "3172\n", - "43981511.8330073\n", - "{'n': 773, 'm': 1996, 'k_avg': 5.164294954721863, 'intersection_count': 602, 'streets_per_node_avg': 2.701164294954722, 'streets_per_node_counts': {0: 0, 1: 171, 2: 0, 3: 493, 4: 107, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22121604139715395, 2: 0.0, 3: 0.6377749029754204, 4: 0.1384217335058215, 5: 0.00258732212160414}, 'edge_length_total': 277009.71799999924, 'edge_length_avg': 138.78242384769501, 'street_length_total': 140533.50199999998, 'street_length_avg': 138.59319723865875, 'street_segments_count': 1014, 'node_density_km': 17.575566818507546, 'intersection_density_km': 13.687569501606134, 'edge_density_km': 6298.321873331072, 'street_density_km': 3195.2858404137946, 'circuity_avg': 1.0401420877771814, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0401420877771814\n", - "3173\n", - "33961965.246807985\n", - "error with entry 3173\n", - "3174\n", - "1997774.7714876996\n", - "{'n': 18, 'm': 46, 'k_avg': 5.111111111111111, 'intersection_count': 17, 'streets_per_node_avg': 2.9444444444444446, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 16, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05555555555555555, 2: 0.0, 3: 0.8888888888888888, 4: 0.05555555555555555}, 'edge_length_total': 7659.579999999999, 'edge_length_avg': 166.51260869565215, 'street_length_total': 3829.789999999999, 'street_length_avg': 166.51260869565212, 'street_segments_count': 23, 'node_density_km': 9.010024681909357, 'intersection_density_km': 8.509467755136615, 'edge_density_km': 3834.055825169959, 'street_density_km': 1917.0279125849793, 'circuity_avg': 1.0959480157048975, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0959480157048975\n", - "3175\n", - "34953893.144886605\n", - "error with entry 3175\n", - "3176\n", - "17971495.11085747\n", - "{'n': 9, 'm': 18, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 25747.555999999997, 'edge_length_avg': 1430.4197777777777, 'street_length_total': 12873.778, 'street_length_avg': 1430.4197777777779, 'street_segments_count': 9, 'node_density_km': 0.5007930583673393, 'intersection_density_km': 0.3338620389115596, 'edge_density_km': 1432.6885905249264, 'street_density_km': 716.3442952624633, 'circuity_avg': 1.0428989687728434, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0428989687728434\n", - "3177\n", - "6987792.828754755\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 96, 'm': 226, 'k_avg': 4.708333333333333, 'intersection_count': 72, 'streets_per_node_avg': 2.5208333333333335, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 70, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.7291666666666666, 4: 0.020833333333333332}, 'edge_length_total': 51046.41800000001, 'edge_length_avg': 225.86910619469032, 'street_length_total': 25523.208999999995, 'street_length_avg': 225.86910619469023, 'street_segments_count': 113, 'node_density_km': 13.738243584577978, 'intersection_density_km': 10.303682688433483, 'edge_density_km': 7305.084631293604, 'street_density_km': 3652.5423156468, 'circuity_avg': 1.096513463690175, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.096513463690175\n", - "3178\n", - "6987823.402546795\n", - "{'n': 140, 'm': 350, 'k_avg': 5.0, 'intersection_count': 105, 'streets_per_node_avg': 2.6357142857142857, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 86, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6142857142857143, 4: 0.1357142857142857}, 'edge_length_total': 65158.186, 'edge_length_avg': 186.1662457142857, 'street_length_total': 32579.09300000001, 'street_length_avg': 186.1662457142858, 'street_segments_count': 175, 'node_density_km': 20.034850902067067, 'intersection_density_km': 15.0261381765503, 'edge_density_km': 9324.53243970824, 'street_density_km': 4662.266219854122, 'circuity_avg': 1.0374758935174222, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0374758935174222\n", - "3179\n", - "41963663.332417354\n", - "error with entry 3179\n", - "3180\n", - "4997871.554656554\n", - "{'n': 67, 'm': 154, 'k_avg': 4.597014925373134, 'intersection_count': 46, 'streets_per_node_avg': 2.4776119402985075, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 39, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31343283582089554, 2: 0.0, 3: 0.582089552238806, 4: 0.1044776119402985}, 'edge_length_total': 36171.726, 'edge_length_avg': 234.88133766233767, 'street_length_total': 18085.862999999994, 'street_length_avg': 234.8813376623376, 'street_segments_count': 77, 'node_density_km': 13.4057066627844, 'intersection_density_km': 9.203918007284813, 'edge_density_km': 7237.42609317331, 'street_density_km': 3618.7130465866535, 'circuity_avg': 1.043147192565316, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043147192565316\n", - "3181\n", - "5990088.1092914995\n", - "{'n': 378, 'm': 1029, 'k_avg': 5.444444444444445, 'intersection_count': 308, 'streets_per_node_avg': 2.867724867724868, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 219, 4: 88, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18518518518518517, 2: 0.0, 3: 0.5793650793650794, 4: 0.2328042328042328, 5: 0.0026455026455026454}, 'edge_length_total': 91298.21600000003, 'edge_length_avg': 88.72518561710402, 'street_length_total': 47926.24500000003, 'street_length_avg': 90.59781663516074, 'street_segments_count': 529, 'node_density_km': 63.10424706669455, 'intersection_density_km': 51.41827538767704, 'edge_density_km': 15241.548093154623, 'street_density_km': 8000.924882166498, 'circuity_avg': 1.0534828115748716, 'self_loop_proportion': 0.0058309037900874635, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0534828115748716\n", - "3182\n", - "19967629.178121027\n", - "{'n': 2858, 'm': 8265, 'k_avg': 5.783764870538838, 'intersection_count': 2500, 'streets_per_node_avg': 2.986703988803359, 'streets_per_node_counts': {0: 0, 1: 358, 2: 0, 3: 1825, 4: 672, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12526242127361792, 2: 0.0, 3: 0.6385584324702589, 4: 0.2351294611616515, 5: 0.0010496850944716584}, 'edge_length_total': 618637.4230000051, 'edge_length_avg': 74.85026291591107, 'street_length_total': 321327.7629999993, 'street_length_avg': 76.56129687872273, 'street_segments_count': 4197, 'node_density_km': 143.13166448080747, 'intersection_density_km': 125.20264562701843, 'edge_density_km': 30982.016817392614, 'street_density_km': 16092.434416404589, 'circuity_avg': 1.0182738994289957, 'self_loop_proportion': 0.0004839685420447671, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0182738994289957\n", - "3183\n", - "4996284.432004667\n", - "{'n': 118, 'm': 299, 'k_avg': 5.067796610169491, 'intersection_count': 96, 'streets_per_node_avg': 2.7203389830508473, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 85, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1864406779661017, 2: 0.0, 3: 0.7203389830508474, 4: 0.09322033898305085}, 'edge_length_total': 30881.391000000014, 'edge_length_avg': 103.28224414715724, 'street_length_total': 15565.942999999997, 'street_length_avg': 99.78168589743588, 'street_segments_count': 156, 'node_density_km': 23.617550522970262, 'intersection_density_km': 19.214278391569028, 'edge_density_km': 6180.871289509318, 'street_density_km': 3115.503773221824, 'circuity_avg': 1.0785981412446328, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0785981412446328\n", - "3184\n", - "10982975.986978538\n", - "{'n': 147, 'm': 332, 'k_avg': 4.517006802721088, 'intersection_count': 123, 'streets_per_node_avg': 2.816326530612245, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 102, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16326530612244897, 2: 0.0, 3: 0.6938775510204082, 4: 0.14285714285714285}, 'edge_length_total': 61382.18699999994, 'edge_length_avg': 184.88610542168658, 'street_length_total': 36777.12199999999, 'street_length_avg': 188.60062564102557, 'street_segments_count': 195, 'node_density_km': 13.384350486997679, 'intersection_density_km': 11.199150407487853, 'edge_density_km': 5588.848329703617, 'street_density_km': 3348.5570799392713, 'circuity_avg': 1.1445756729223042, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1445756729223042\n", - "3185\n", - "5994721.309156114\n", - "{'n': 94, 'm': 240, 'k_avg': 5.1063829787234045, 'intersection_count': 77, 'streets_per_node_avg': 2.734042553191489, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 68, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18085106382978725, 2: 0.0, 3: 0.723404255319149, 4: 0.09574468085106383}, 'edge_length_total': 55599.19399999999, 'edge_length_avg': 231.66330833333328, 'street_length_total': 27799.597000000005, 'street_length_avg': 231.6633083333334, 'street_segments_count': 120, 'node_density_km': 15.680462051910219, 'intersection_density_km': 12.844633808479648, 'edge_density_km': 9274.692038657386, 'street_density_km': 4637.346019328695, 'circuity_avg': 1.0312764291220524, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0312764291220524\n", - "3186\n", - "29948348.05302813\n", - "{'n': 2272, 'm': 5773, 'k_avg': 5.081866197183099, 'intersection_count': 1754, 'streets_per_node_avg': 2.678257042253521, 'streets_per_node_counts': {0: 0, 1: 518, 2: 2, 3: 1455, 4: 287, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22799295774647887, 2: 0.0008802816901408451, 3: 0.6404049295774648, 4: 0.12632042253521128, 5: 0.0044014084507042256}, 'edge_length_total': 499907.1820000003, 'edge_length_avg': 86.59400346440331, 'street_length_total': 257285.0550000003, 'street_length_avg': 85.33500995024886, 'street_segments_count': 3015, 'node_density_km': 75.86395069194056, 'intersection_density_km': 58.56750418735199, 'edge_density_km': 16692.312414522436, 'street_density_km': 8590.959826713573, 'circuity_avg': 1.0682447482708157, 'self_loop_proportion': 0.003117962930885155, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0682447482708157\n", - "3187\n", - "5991382.594872214\n", - "{'n': 118, 'm': 244, 'k_avg': 4.135593220338983, 'intersection_count': 87, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 31, 2: 2, 3: 80, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2627118644067797, 2: 0.01694915254237288, 3: 0.6779661016949152, 4: 0.0423728813559322}, 'edge_length_total': 40253.75500000002, 'edge_length_avg': 164.97440573770498, 'street_length_total': 25268.740000000005, 'street_length_avg': 181.78949640287775, 'street_segments_count': 139, 'node_density_km': 19.694953231828578, 'intersection_density_km': 14.520855348890562, 'edge_density_km': 6718.608662122764, 'street_density_km': 4217.514004468103, 'circuity_avg': 1.1093652014308333, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1093652014308333\n", - "3188\n", - "6990998.7338883\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 140, 'm': 310, 'k_avg': 4.428571428571429, 'intersection_count': 107, 'streets_per_node_avg': 2.6142857142857143, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 95, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2357142857142857, 2: 0.0, 3: 0.6785714285714286, 4: 0.08571428571428572}, 'edge_length_total': 48179.97399999992, 'edge_length_avg': 155.41927096774168, 'street_length_total': 27366.99900000002, 'street_length_avg': 157.28160344827597, 'street_segments_count': 174, 'node_density_km': 20.02575101628346, 'intersection_density_km': 15.305395419588073, 'edge_density_km': 6891.715452107208, 'street_density_km': 3914.6050574062774, 'circuity_avg': 1.1484326283032067, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1484326283032067\n", - "3189\n", - "4995262.651291533\n", - "{'n': 600, 'm': 1280, 'k_avg': 4.266666666666667, 'intersection_count': 342, 'streets_per_node_avg': 2.191666666666667, 'streets_per_node_counts': {0: 0, 1: 258, 2: 0, 3: 312, 4: 29, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.43, 2: 0.0, 3: 0.52, 4: 0.04833333333333333, 5: 0.0016666666666666668}, 'edge_length_total': 102698.16399999984, 'edge_length_avg': 80.23294062499988, 'street_length_total': 51349.08199999999, 'street_length_avg': 80.23294062499998, 'street_segments_count': 640, 'node_density_km': 120.11380419503448, 'intersection_density_km': 68.46486839116966, 'edge_density_km': 20559.111936475867, 'street_density_km': 10279.555968237946, 'circuity_avg': 1.0415422119632516, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0415422119632516\n", - "3190\n", - "63900634.91722228\n", - "{'n': 2301, 'm': 6137, 'k_avg': 5.334202520643198, 'intersection_count': 1874, 'streets_per_node_avg': 2.8048674489352456, 'streets_per_node_counts': {0: 0, 1: 427, 2: 1, 3: 1473, 4: 394, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18557149065623643, 2: 0.000434593654932638, 3: 0.6401564537157758, 4: 0.17122990004345937, 5: 0.002607561929595828}, 'edge_length_total': 919475.5729999999, 'edge_length_avg': 149.82492634837865, 'street_length_total': 479004.6419999998, 'street_length_avg': 150.34671751412424, 'street_segments_count': 3186, 'node_density_km': 36.009031881776224, 'intersection_density_km': 29.32678215838707, 'edge_density_km': 14389.14612023966, 'street_density_km': 7496.085799781313, 'circuity_avg': 1.0407872511041403, 'self_loop_proportion': 0.0013035685188202706, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407872511041403\n", - "3191\n", - "5994702.305528624\n", - "{'n': 84, 'm': 202, 'k_avg': 4.809523809523809, 'intersection_count': 62, 'streets_per_node_avg': 2.5952380952380953, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 52, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2619047619047619, 2: 0.0, 3: 0.6190476190476191, 4: 0.11904761904761904}, 'edge_length_total': 37643.52199999997, 'edge_length_avg': 186.35406930693054, 'street_length_total': 18821.760999999995, 'street_length_avg': 186.35406930693065, 'street_segments_count': 101, 'node_density_km': 14.012372211132297, 'intersection_density_km': 10.34246520345479, 'edge_density_km': 6279.464780975557, 'street_density_km': 3139.7323904877803, 'circuity_avg': 1.0634065262083408, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0634065262083408\n", - "3192\n", - "42928569.95564098\n", - "{'n': 1156, 'm': 3101, 'k_avg': 5.365051903114187, 'intersection_count': 936, 'streets_per_node_avg': 2.7889273356401385, 'streets_per_node_counts': {0: 0, 1: 220, 2: 0, 3: 741, 4: 194, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1903114186851211, 2: 0.0, 3: 0.6410034602076125, 4: 0.16782006920415224, 5: 0.0008650519031141869}, 'edge_length_total': 522727.70399999985, 'edge_length_avg': 168.56746339890353, 'street_length_total': 262493.6209999993, 'street_length_avg': 166.55686611675083, 'street_segments_count': 1576, 'node_density_km': 26.928453502982276, 'intersection_density_km': 21.8036613138334, 'edge_density_km': 12176.685702322386, 'street_density_km': 6114.660266373644, 'circuity_avg': 1.0427489255373328, 'self_loop_proportion': 0.0006449532408900354, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0427489255373328\n", - "3193\n", - "5991983.798758295\n", - "{'n': 135, 'm': 278, 'k_avg': 4.118518518518519, 'intersection_count': 91, 'streets_per_node_avg': 2.3777777777777778, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 87, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32592592592592595, 2: 0.0, 3: 0.6444444444444445, 4: 0.02962962962962963}, 'edge_length_total': 58133.24800000006, 'edge_length_avg': 209.11240287769806, 'street_length_total': 30745.06399999999, 'street_length_avg': 212.03492413793097, 'street_segments_count': 145, 'node_density_km': 22.53010097056266, 'intersection_density_km': 15.186956950527422, 'edge_density_km': 9701.83664582786, 'street_density_km': 5131.032564936377, 'circuity_avg': 1.1959646860577482, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1959646860577482\n", - "3194\n", - "10987020.674749142\n", - "{'n': 1297, 'm': 3793, 'k_avg': 5.8488820354664615, 'intersection_count': 1233, 'streets_per_node_avg': 3.1063993831919814, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 975, 4: 250, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04934464148033924, 2: 0.0, 3: 0.7517347725520431, 4: 0.19275250578257516, 5: 0.006168080185042405}, 'edge_length_total': 298999.6730000009, 'edge_length_avg': 78.82933640917503, 'street_length_total': 156938.30600000024, 'street_length_avg': 79.10196875000013, 'street_segments_count': 1984, 'node_density_km': 118.04838075719863, 'intersection_density_km': 112.22332573140008, 'edge_density_km': 27213.899186262133, 'street_density_km': 14283.972939150177, 'circuity_avg': 1.033480103863888, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.033480103863888\n", - "3195\n", - "11995298.56624944\n", - "{'n': 175, 'm': 518, 'k_avg': 5.92, 'intersection_count': 160, 'streets_per_node_avg': 3.045714285714286, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 122, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08571428571428572, 2: 0.0, 3: 0.6971428571428572, 4: 0.21714285714285714}, 'edge_length_total': 106605.23800000006, 'edge_length_avg': 205.80161776061786, 'street_length_total': 53302.619000000006, 'street_length_avg': 205.80161776061777, 'street_segments_count': 259, 'node_density_km': 14.58904912066037, 'intersection_density_km': 13.338559196032339, 'edge_density_km': 8887.25173543823, 'street_density_km': 4443.625867719114, 'circuity_avg': 1.1033071231903333, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1033071231903333\n", - "3196\n", - "5992677.487366043\n", - "{'n': 98, 'm': 227, 'k_avg': 4.63265306122449, 'intersection_count': 81, 'streets_per_node_avg': 2.7653061224489797, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 70, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17346938775510204, 2: 0.0, 3: 0.7142857142857143, 4: 0.11224489795918367}, 'edge_length_total': 38148.54599999999, 'edge_length_avg': 168.0552687224669, 'street_length_total': 24229.591, 'street_length_avg': 192.29834126984127, 'street_segments_count': 126, 'node_density_km': 16.353291196899345, 'intersection_density_km': 13.516495785192316, 'edge_density_km': 6365.860015064383, 'street_density_km': 4043.199563313996, 'circuity_avg': 1.0834892421867326, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0834892421867326\n", - "3197\n", - "10994989.67874958\n", - "{'n': 640, 'm': 1852, 'k_avg': 5.7875, 'intersection_count': 560, 'streets_per_node_avg': 3.025, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 390, 4: 164, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.609375, 4: 0.25625, 5: 0.009375}, 'edge_length_total': 176074.88099999964, 'edge_length_avg': 95.07282991360672, 'street_length_total': 95371.94599999988, 'street_length_avg': 99.65720585161952, 'street_segments_count': 957, 'node_density_km': 58.20833113076509, 'intersection_density_km': 50.93228973941945, 'edge_density_km': 16014.101526653185, 'street_density_km': 8674.12783336475, 'circuity_avg': 1.0468893412961269, 'self_loop_proportion': 0.0010799136069114472, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0468893412961269\n", - "3198\n", - "7992254.063413303\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 434, 'm': 929, 'k_avg': 4.28110599078341, 'intersection_count': 257, 'streets_per_node_avg': 2.2350230414746544, 'streets_per_node_counts': {0: 0, 1: 177, 2: 0, 3: 235, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4078341013824885, 2: 0.0, 3: 0.5414746543778802, 4: 0.05069124423963134}, 'edge_length_total': 93391.49899999995, 'edge_length_avg': 100.52906243272331, 'street_length_total': 47182.89200000001, 'street_length_avg': 100.60318123667379, 'street_segments_count': 469, 'node_density_km': 54.30257804074973, 'intersection_density_km': 32.15613492274811, 'edge_density_km': 11685.251527166123, 'street_density_km': 5903.5775922079865, 'circuity_avg': 1.0407504674604882, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407504674604882\n", - "3199\n", - "6988362.122255839\n", - "{'n': 48, 'm': 126, 'k_avg': 5.25, 'intersection_count': 40, 'streets_per_node_avg': 2.9583333333333335, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 26, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.5416666666666666, 4: 0.2916666666666667}, 'edge_length_total': 31624.45799999999, 'edge_length_avg': 250.98776190476184, 'street_length_total': 15812.229, 'street_length_avg': 250.9877619047619, 'street_segments_count': 63, 'node_density_km': 6.868562212472416, 'intersection_density_km': 5.7238018437270135, 'edge_density_km': 4525.303275181686, 'street_density_km': 2262.6516375908436, 'circuity_avg': 1.0285262804452668, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0285262804452668\n", - "3200\n", - "28971216.00475654\n", - "{'n': 448, 'm': 1208, 'k_avg': 5.392857142857143, 'intersection_count': 375, 'streets_per_node_avg': 2.752232142857143, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 340, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16294642857142858, 2: 0.0, 3: 0.7589285714285714, 4: 0.078125}, 'edge_length_total': 224008.96000000005, 'edge_length_avg': 185.43788079470204, 'street_length_total': 112004.4800000001, 'street_length_avg': 185.43788079470215, 'street_segments_count': 604, 'node_density_km': 15.463624306499481, 'intersection_density_km': 12.943881952985057, 'edge_density_km': 7732.121425735872, 'street_density_km': 3866.0607128679385, 'circuity_avg': 1.056369909347391, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056369909347391\n", - "3201\n", - "8984202.955256162\n", - "{'n': 298, 'm': 723, 'k_avg': 4.852348993288591, 'intersection_count': 220, 'streets_per_node_avg': 2.533557046979866, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 203, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26174496644295303, 2: 0.0, 3: 0.6812080536912751, 4: 0.05704697986577181}, 'edge_length_total': 95218.90800000011, 'edge_length_avg': 131.69973443983417, 'street_length_total': 47989.04699999998, 'street_length_avg': 131.83804120879114, 'street_segments_count': 364, 'node_density_km': 33.1693308225697, 'intersection_density_km': 24.487425439480987, 'edge_density_km': 10598.481409449101, 'street_density_km': 5341.491865110219, 'circuity_avg': 1.0909979935406093, 'self_loop_proportion': 0.011065006915629323, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0909979935406093\n", - "3202\n", - "6991608.49488552\n", - "{'n': 131, 'm': 302, 'k_avg': 4.6106870229007635, 'intersection_count': 91, 'streets_per_node_avg': 2.404580152671756, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 89, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3053435114503817, 2: 0.0, 3: 0.6793893129770993, 4: 0.015267175572519083}, 'edge_length_total': 50402.5159999999, 'edge_length_avg': 166.89574834437053, 'street_length_total': 25201.258, 'street_length_avg': 166.89574834437087, 'street_segments_count': 151, 'node_density_km': 18.736747072698467, 'intersection_density_km': 13.015602928363057, 'edge_density_km': 7209.00148182928, 'street_density_km': 3604.5007409146474, 'circuity_avg': 1.0648064287867889, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0648064287867889\n", - "3203\n", - "3996475.249590825\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 4, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 4934.199999999999, 'edge_length_avg': 493.4199999999999, 'street_length_total': 2467.1, 'street_length_avg': 493.41999999999996, 'street_segments_count': 5, 'node_density_km': 1.5013229471680838, 'intersection_density_km': 1.0008819647787226, 'edge_density_km': 1234.637947652793, 'street_density_km': 617.3189738263966, 'circuity_avg': 1.0206608630492142, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0206608630492142\n", - "3204\n", - "23964950.575144514\n", - "{'n': 1184, 'm': 2656, 'k_avg': 4.486486486486487, 'intersection_count': 834, 'streets_per_node_avg': 2.470439189189189, 'streets_per_node_counts': {0: 0, 1: 350, 2: 1, 3: 759, 4: 74}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2956081081081081, 2: 0.0008445945945945946, 3: 0.6410472972972973, 4: 0.0625}, 'edge_length_total': 291709.2039999991, 'edge_length_avg': 109.8302725903611, 'street_length_total': 155628.86799999978, 'street_length_avg': 108.00060235947244, 'street_segments_count': 1441, 'node_density_km': 49.40548474270577, 'intersection_density_km': 34.80082286775051, 'edge_density_km': 12172.326543520945, 'street_density_km': 6494.019986062972, 'circuity_avg': 1.0709939241620343, 'self_loop_proportion': 0.0007530120481927711, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0709939241620343\n", - "3205\n", - "10992641.901872316\n", - "{'n': 559, 'm': 1353, 'k_avg': 4.840787119856888, 'intersection_count': 434, 'streets_per_node_avg': 2.644007155635063, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 384, 4: 49, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22361359570661896, 2: 0.0, 3: 0.6869409660107334, 4: 0.08765652951699464, 5: 0.0017889087656529517}, 'edge_length_total': 133216.57899999982, 'edge_length_avg': 98.46014708056158, 'street_length_total': 71824.7430000001, 'street_length_avg': 100.877448033708, 'street_segments_count': 712, 'node_density_km': 50.85219776919947, 'intersection_density_km': 39.480954976444664, 'edge_density_km': 12118.704510633588, 'street_density_km': 6533.892729441736, 'circuity_avg': 1.0647634780410045, 'self_loop_proportion': 0.0029563932002956393, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0647634780410045\n", - "3206\n", - "1997866.8764966005\n", - "{'n': 22, 'm': 50, 'k_avg': 4.545454545454546, 'intersection_count': 17, 'streets_per_node_avg': 2.6363636363636362, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 15, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22727272727272727, 2: 0.0, 3: 0.6818181818181818, 4: 0.09090909090909091}, 'edge_length_total': 9540.204, 'edge_length_avg': 190.80408, 'street_length_total': 4770.102, 'street_length_avg': 190.80408, 'street_segments_count': 25, 'node_density_km': 11.011744705722606, 'intersection_density_km': 8.509075454422014, 'edge_density_km': 4775.195040386983, 'street_density_km': 2387.5975201934916, 'circuity_avg': 1.040711757336295, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040711757336295\n", - "3207\n", - "23961628.001842376\n", - "{'n': 774, 'm': 2061, 'k_avg': 5.325581395348837, 'intersection_count': 675, 'streets_per_node_avg': 2.9160206718346253, 'streets_per_node_counts': {0: 0, 1: 99, 2: 1, 3: 545, 4: 125, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12790697674418605, 2: 0.0012919896640826874, 3: 0.7041343669250646, 4: 0.16149870801033592, 5: 0.003875968992248062, 6: 0.0012919896640826874}, 'edge_length_total': 220869.7020000002, 'edge_length_avg': 107.16627947598262, 'street_length_total': 124702.766, 'street_length_avg': 112.95540398550725, 'street_segments_count': 1104, 'node_density_km': 32.3016449441786, 'intersection_density_km': 28.17003919550459, 'edge_density_km': 9217.64172213248, 'street_density_km': 5204.2693422338325, 'circuity_avg': 1.0565570136889375, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0565570136889375\n", - "3208\n", - "16975055.703071196\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 466, 'm': 1100, 'k_avg': 4.721030042918455, 'intersection_count': 367, 'streets_per_node_avg': 2.6824034334763946, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 320, 4: 44, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21244635193133046, 2: 0.0, 3: 0.6866952789699571, 4: 0.0944206008583691, 5: 0.006437768240343348}, 'edge_length_total': 178833.85199999978, 'edge_length_avg': 162.5762290909089, 'street_length_total': 103453.92399999996, 'street_length_avg': 171.56537976782747, 'street_segments_count': 603, 'node_density_km': 27.452045410118412, 'intersection_density_km': 21.61995850968553, 'edge_density_km': 10535.096622254056, 'street_density_km': 6094.467423826047, 'circuity_avg': 1.0983010304354175, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0983010304354175\n", - "3209\n", - "8986873.285342513\n", - "{'n': 469, 'm': 1161, 'k_avg': 4.950959488272921, 'intersection_count': 397, 'streets_per_node_avg': 2.788912579957356, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 353, 4: 43, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1535181236673774, 2: 0.0, 3: 0.7526652452025586, 4: 0.09168443496801706, 5: 0.0021321961620469083}, 'edge_length_total': 137047.90799999985, 'edge_length_avg': 118.04298708010323, 'street_length_total': 77667.20899999999, 'street_length_avg': 123.08590966719491, 'street_segments_count': 631, 'node_density_km': 52.18722742702221, 'intersection_density_km': 44.17554219302306, 'edge_density_km': 15249.78751213989, 'street_density_km': 8642.294882100354, 'circuity_avg': 1.1374709636285851, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1374709636285851\n", - "3210\n", - "14975570.715411374\n", - "{'n': 376, 'm': 1192, 'k_avg': 6.340425531914893, 'intersection_count': 359, 'streets_per_node_avg': 3.2819148936170213, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 220, 4: 138, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04521276595744681, 2: 0.0, 3: 0.5851063829787234, 4: 0.3670212765957447, 5: 0.0026595744680851063}, 'edge_length_total': 226237.0660000001, 'edge_length_avg': 189.79619630872492, 'street_length_total': 113118.53300000013, 'street_length_avg': 189.79619630872506, 'street_segments_count': 596, 'node_density_km': 25.107557310858144, 'intersection_density_km': 23.972375198399135, 'edge_density_km': 15107.074735200531, 'street_density_km': 7553.53736760027, 'circuity_avg': 1.0248723605843157, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0248723605843157\n", - "3211\n", - "22992206.211629592\n", - "{'n': 1830, 'm': 4146, 'k_avg': 4.531147540983606, 'intersection_count': 1190, 'streets_per_node_avg': 2.3852459016393444, 'streets_per_node_counts': {0: 0, 1: 640, 2: 2, 3: 1032, 4: 155, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34972677595628415, 2: 0.001092896174863388, 3: 0.5639344262295082, 4: 0.08469945355191257, 5: 0.000546448087431694}, 'edge_length_total': 392694.84199999797, 'edge_length_avg': 94.7165561987453, 'street_length_total': 203712.6820000004, 'street_length_avg': 94.53024686774961, 'street_segments_count': 2155, 'node_density_km': 79.59218802910593, 'intersection_density_km': 51.75666871838036, 'edge_density_km': 17079.476340176985, 'street_density_km': 8860.075458829233, 'circuity_avg': 1.0571612182037238, 'self_loop_proportion': 0.000964785335262904, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571612182037238\n", - "3212\n", - "8997131.918091625\n", - "{'n': 484, 'm': 1038, 'k_avg': 4.289256198347108, 'intersection_count': 278, 'streets_per_node_avg': 2.190082644628099, 'streets_per_node_counts': {0: 0, 1: 206, 2: 0, 3: 258, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4256198347107438, 2: 0.0, 3: 0.5330578512396694, 4: 0.04132231404958678}, 'edge_length_total': 126899.10200000029, 'edge_length_avg': 122.25347013487504, 'street_length_total': 63449.550999999956, 'street_length_avg': 122.25347013487468, 'street_segments_count': 519, 'node_density_km': 53.79492091549335, 'intersection_density_km': 30.898735567163538, 'edge_density_km': 14104.394951109793, 'street_density_km': 7052.197475554875, 'circuity_avg': 1.0592542253459873, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0592542253459873\n", - "3213\n", - "9982450.327900248\n", - "{'n': 226, 'm': 566, 'k_avg': 5.008849557522124, 'intersection_count': 172, 'streets_per_node_avg': 2.601769911504425, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 154, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23893805309734514, 2: 0.0, 3: 0.6814159292035398, 4: 0.07964601769911504}, 'edge_length_total': 102936.032, 'edge_length_avg': 181.86578091872792, 'street_length_total': 51468.01599999999, 'street_length_avg': 181.86578091872786, 'street_segments_count': 283, 'node_density_km': 22.639731987280303, 'intersection_density_km': 17.23023850359386, 'edge_density_km': 10311.699895195174, 'street_density_km': 5155.849947597585, 'circuity_avg': 1.0361543045862471, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0361543045862471\n", - "3214\n", - "4992069.519896863\n", - "{'n': 207, 'm': 592, 'k_avg': 5.719806763285024, 'intersection_count': 192, 'streets_per_node_avg': 3.1207729468599035, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 142, 4: 46, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07246376811594203, 2: 0.0, 3: 0.6859903381642513, 4: 0.2222222222222222, 5: 0.014492753623188406, 6: 0.004830917874396135}, 'edge_length_total': 61039.95800000001, 'edge_length_avg': 103.10803716216219, 'street_length_total': 33193.90199999997, 'street_length_avg': 106.73280385852081, 'street_segments_count': 311, 'node_density_km': 41.46576869071259, 'intersection_density_km': 38.461002843559505, 'edge_density_km': 12227.385407337257, 'street_density_km': 6649.326870889763, 'circuity_avg': 1.0801934542850102, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0801934542850102\n", - "3215\n", - "12977520.867531046\n", - "{'n': 272, 'm': 715, 'k_avg': 5.257352941176471, 'intersection_count': 247, 'streets_per_node_avg': 2.988970588235294, 'streets_per_node_counts': {0: 0, 1: 25, 2: 1, 3: 201, 4: 42, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09191176470588236, 2: 0.003676470588235294, 3: 0.7389705882352942, 4: 0.15441176470588236, 5: 0.011029411764705883}, 'edge_length_total': 121894.15699999993, 'edge_length_avg': 170.48133846153837, 'street_length_total': 67532.29699999996, 'street_length_avg': 174.05231185567, 'street_segments_count': 388, 'node_density_km': 20.959319023753384, 'intersection_density_km': 19.03291102524664, 'edge_density_km': 9392.715160641472, 'street_density_km': 5203.790283933319, 'circuity_avg': 1.106527558783195, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.106527558783195\n", - "3216\n", - "108819362.42584081\n", - "{'n': 8323, 'm': 20470, 'k_avg': 4.918899435299772, 'intersection_count': 6874, 'streets_per_node_avg': 2.7546557731587167, 'streets_per_node_counts': {0: 0, 1: 1449, 2: 15, 3: 6025, 4: 801, 5: 29, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1740958788898234, 2: 0.0018022347711161841, 3: 0.7238976330650005, 4: 0.09623933677760423, 5: 0.003484320557491289, 6: 0.00048059593896431575}, 'edge_length_total': 1916047.6670000064, 'edge_length_avg': 93.60271944308776, 'street_length_total': 1085110.5849999995, 'street_length_avg': 95.72252866972472, 'street_segments_count': 11336, 'node_density_km': 76.48455030851731, 'intersection_density_km': 63.16890530106308, 'edge_density_km': 17607.598724039315, 'street_density_km': 9971.668284120764, 'circuity_avg': 1.112280376912572, 'self_loop_proportion': 0.0019540791402051783, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.112280376912572\n", - "3217\n", - "8984961.953582194\n", - "{'n': 15, 'm': 36, 'k_avg': 4.8, 'intersection_count': 11, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 8, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26666666666666666, 2: 0.0, 3: 0.5333333333333333, 4: 0.2}, 'edge_length_total': 19201.787999999993, 'edge_length_avg': 533.3829999999998, 'street_length_total': 9600.894, 'street_length_avg': 533.383, 'street_segments_count': 18, 'node_density_km': 1.6694561510101538, 'intersection_density_km': 1.2242678440741128, 'edge_density_km': 2137.1028724661965, 'street_density_km': 1068.5514362330987, 'circuity_avg': 1.0893651973180836, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0893651973180836\n", - "3218\n", - "25954682.613739002\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1219, 'm': 3013, 'k_avg': 4.943396226415095, 'intersection_count': 956, 'streets_per_node_avg': 2.67104183757178, 'streets_per_node_counts': {0: 0, 1: 263, 2: 0, 3: 836, 4: 116, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21575061525840852, 2: 0.0, 3: 0.6858080393765381, 4: 0.0951599671862182, 5: 0.002461033634126333, 6: 0.0008203445447087777}, 'edge_length_total': 376288.15499999886, 'edge_length_avg': 124.88820278791864, 'street_length_total': 197491.14700000017, 'street_length_avg': 124.20826855345923, 'street_segments_count': 1590, 'node_density_km': 46.96647684509644, 'intersection_density_km': 36.833430569247085, 'edge_density_km': 14497.890827638643, 'street_density_km': 7609.075785633343, 'circuity_avg': 1.0815957437591486, 'self_loop_proportion': 0.011284434118818453, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0815957437591486\n", - "3219\n", - "4996207.299873698\n", - "{'n': 78, 'm': 199, 'k_avg': 5.102564102564102, 'intersection_count': 64, 'streets_per_node_avg': 2.782051282051282, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 53, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1794871794871795, 2: 0.0, 3: 0.6794871794871795, 4: 0.14102564102564102}, 'edge_length_total': 42691.07300000002, 'edge_length_avg': 214.5280050251257, 'street_length_total': 21809.094, 'street_length_avg': 215.93162376237623, 'street_segments_count': 101, 'node_density_km': 15.6118422071822, 'intersection_density_km': 12.809716682816163, 'edge_density_km': 8544.696093990982, 'street_density_km': 4365.129925764155, 'circuity_avg': 1.0234928269436403, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0234928269436403\n", - "3220\n", - "5989886.859324363\n", - "{'n': 199, 'm': 507, 'k_avg': 5.0954773869346734, 'intersection_count': 168, 'streets_per_node_avg': 2.819095477386935, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 142, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15577889447236182, 2: 0.0, 3: 0.7135678391959799, 4: 0.1306532663316583}, 'edge_length_total': 57621.03599999998, 'edge_length_avg': 113.65095857988162, 'street_length_total': 32988.10900000002, 'street_length_avg': 123.08995895522395, 'street_segments_count': 268, 'node_density_km': 33.2226642461902, 'intersection_density_km': 28.047274338492226, 'edge_density_km': 9619.720264048428, 'street_density_km': 5507.300851375506, 'circuity_avg': 1.051458873168398, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051458873168398\n", - "3221\n", - "43934300.58546405\n", - "error with entry 3221\n", - "3222\n", - "2995330.820267996\n", - "{'n': 16, 'm': 30, 'k_avg': 3.75, 'intersection_count': 11, 'streets_per_node_avg': 2.375, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3125, 2: 0.0, 3: 0.6875}, 'edge_length_total': 10418.192, 'edge_length_avg': 347.27306666666664, 'street_length_total': 5209.096, 'street_length_avg': 347.27306666666664, 'street_segments_count': 15, 'node_density_km': 5.341647036693082, 'intersection_density_km': 3.672382337726494, 'edge_density_km': 3478.1440265312235, 'street_density_km': 1739.0720132656118, 'circuity_avg': 1.3542747803831487, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3542747803831487\n", - "3223\n", - "6988207.623995241\n", - "error with entry 3223\n", - "3224\n", - "20992614.241457682\n", - "{'n': 679, 'm': 1683, 'k_avg': 4.957290132547865, 'intersection_count': 502, 'streets_per_node_avg': 2.531664212076583, 'streets_per_node_counts': {0: 0, 1: 177, 2: 0, 3: 466, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2606774668630339, 2: 0.0, 3: 0.6863033873343152, 4: 0.053019145802650956}, 'edge_length_total': 244695.96399999972, 'edge_length_avg': 145.39272964943535, 'street_length_total': 122499.31399999995, 'street_length_avg': 145.31353973902722, 'street_segments_count': 843, 'node_density_km': 32.344709057677214, 'intersection_density_km': 23.913172234100088, 'edge_density_km': 11656.288310998303, 'street_density_km': 5835.352976575911, 'circuity_avg': 1.06412680456255, 'self_loop_proportion': 0.0011883541295306002, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06412680456255\n", - "3225\n", - "5990093.201517155\n", - "{'n': 281, 'm': 792, 'k_avg': 5.637010676156583, 'intersection_count': 254, 'streets_per_node_avg': 3.0284697508896796, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 195, 4: 56, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09608540925266904, 2: 0.0, 3: 0.693950177935943, 4: 0.199288256227758, 5: 0.010676156583629894}, 'edge_length_total': 81432.29900000004, 'edge_length_avg': 102.8185593434344, 'street_length_total': 42583.935, 'street_length_avg': 104.11720048899755, 'street_segments_count': 409, 'node_density_km': 46.910789289360146, 'intersection_density_km': 42.40334690212625, 'edge_density_km': 13594.496155648309, 'street_density_km': 7109.060504970848, 'circuity_avg': 1.0423192115147486, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0423192115147486\n", - "3226\n", - "9986023.198617857\n", - "error with entry 3226\n", - "3227\n", - "4998492.508448362\n", - "{'n': 213, 'm': 560, 'k_avg': 5.258215962441315, 'intersection_count': 193, 'streets_per_node_avg': 3.032863849765258, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 147, 4: 45, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09389671361502347, 2: 0.0, 3: 0.6901408450704225, 4: 0.2112676056338028, 5: 0.004694835680751174}, 'edge_length_total': 57467.90500000004, 'edge_length_avg': 102.6212589285715, 'street_length_total': 31767.619000000024, 'street_length_avg': 100.5304398734178, 'street_segments_count': 316, 'node_density_km': 42.61284770158027, 'intersection_density_km': 38.61164134462438, 'edge_density_km': 11497.047340346879, 'street_density_km': 6355.439954407647, 'circuity_avg': 1.0402770915337973, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0402770915337973\n", - "3228\n", - "5990914.185048127\n", - "{'n': 158, 'm': 357, 'k_avg': 4.518987341772152, 'intersection_count': 123, 'streets_per_node_avg': 2.651898734177215, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 108, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22151898734177214, 2: 0.0, 3: 0.6835443037974683, 4: 0.0949367088607595}, 'edge_length_total': 66612.53399999991, 'edge_length_avg': 186.58973109243672, 'street_length_total': 39405.465000000004, 'street_length_avg': 203.12095360824745, 'street_segments_count': 194, 'node_density_km': 26.373270442486024, 'intersection_density_km': 20.53109028117583, 'edge_density_km': 11118.926417982868, 'street_density_km': 6577.537882005808, 'circuity_avg': 1.1272267446484494, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1272267446484494\n", - "3229\n", - "17969607.30280102\n", - "{'n': 411, 'm': 1222, 'k_avg': 5.9464720194647205, 'intersection_count': 373, 'streets_per_node_avg': 3.0802919708029197, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 264, 4: 109}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09245742092457421, 2: 0.0, 3: 0.6423357664233577, 4: 0.26520681265206814}, 'edge_length_total': 234016.57400000002, 'edge_length_avg': 191.5029247135843, 'street_length_total': 117008.28700000023, 'street_length_avg': 191.50292471358466, 'street_segments_count': 611, 'node_density_km': 22.8719522399321, 'intersection_density_km': 20.75727052431794, 'edge_density_km': 13022.909741801792, 'street_density_km': 6511.454870900908, 'circuity_avg': 1.0585364825772152, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0585364825772152\n", - "3230\n", - "15972524.85560142\n", - "{'n': 239, 'm': 581, 'k_avg': 4.861924686192468, 'intersection_count': 185, 'streets_per_node_avg': 2.6820083682008367, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 153, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22594142259414227, 2: 0.0, 3: 0.6401673640167364, 4: 0.13389121338912133}, 'edge_length_total': 102681.13500000002, 'edge_length_avg': 176.7317297762479, 'street_length_total': 55846.05300000001, 'street_length_avg': 178.99375961538465, 'street_segments_count': 312, 'node_density_km': 14.963194746019434, 'intersection_density_km': 11.582389238550608, 'edge_density_km': 6428.610124465743, 'street_density_km': 3496.3822880147404, 'circuity_avg': 1.031958947594894, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.031958947594894\n", - "3231\n", - "8995640.238192612\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 214, 'm': 477, 'k_avg': 4.457943925233645, 'intersection_count': 151, 'streets_per_node_avg': 2.44392523364486, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 144, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29439252336448596, 2: 0.0, 3: 0.6728971962616822, 4: 0.03271028037383177}, 'edge_length_total': 64238.78600000006, 'edge_length_avg': 134.67250733752633, 'street_length_total': 32931.99900000001, 'street_length_avg': 135.52262962962968, 'street_segments_count': 243, 'node_density_km': 23.78930174324051, 'intersection_density_km': 16.785909173968772, 'edge_density_km': 7141.10216716568, 'street_density_km': 3660.88439822007, 'circuity_avg': 1.0710693932156077, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0710693932156077\n", - "3232\n", - "999397.9448162486\n", - "{'n': 84, 'm': 170, 'k_avg': 4.0476190476190474, 'intersection_count': 49, 'streets_per_node_avg': 2.1785714285714284, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 48, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4166666666666667, 2: 0.0, 3: 0.5714285714285714, 4: 0.011904761904761904}, 'edge_length_total': 12007.408000000007, 'edge_length_avg': 70.63181176470592, 'street_length_total': 6003.703999999998, 'street_length_avg': 70.63181176470586, 'street_segments_count': 85, 'node_density_km': 84.05060310129456, 'intersection_density_km': 49.02951847575516, 'edge_density_km': 12014.641477182258, 'street_density_km': 6007.320738591124, 'circuity_avg': 1.0617330009474213, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0617330009474213\n", - "3233\n", - "2995925.0320173544\n", - "{'n': 58, 'm': 160, 'k_avg': 5.517241379310345, 'intersection_count': 50, 'streets_per_node_avg': 2.8793103448275863, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 41, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13793103448275862, 2: 0.0, 3: 0.7068965517241379, 4: 0.15517241379310345}, 'edge_length_total': 25582.07000000001, 'edge_length_avg': 159.88793750000008, 'street_length_total': 12791.035, 'street_length_avg': 159.8879375, 'street_segments_count': 80, 'node_density_km': 19.35962995741077, 'intersection_density_km': 16.6893361701817, 'edge_density_km': 8538.955323182407, 'street_density_km': 4269.4776615912015, 'circuity_avg': 1.2417036045159158, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2417036045159158\n", - "3234\n", - "28951992.378919005\n", - "{'n': 455, 'm': 1348, 'k_avg': 5.9252747252747255, 'intersection_count': 385, 'streets_per_node_avg': 3.0549450549450547, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 222, 4: 161, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0, 3: 0.4879120879120879, 4: 0.35384615384615387, 5: 0.004395604395604396}, 'edge_length_total': 308763.116, 'edge_length_avg': 229.05275667655786, 'street_length_total': 154381.55800000008, 'street_length_avg': 229.05275667655798, 'street_segments_count': 674, 'node_density_km': 15.715671448273175, 'intersection_density_km': 13.297875840846533, 'edge_density_km': 10664.658651430898, 'street_density_km': 5332.329325715452, 'circuity_avg': 1.0235620093259437, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0235620093259437\n", - "3235\n", - "34941832.74479252\n", - "{'n': 1528, 'm': 3891, 'k_avg': 5.092931937172775, 'intersection_count': 1283, 'streets_per_node_avg': 2.8075916230366493, 'streets_per_node_counts': {0: 0, 1: 245, 2: 5, 3: 1079, 4: 197, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16034031413612565, 2: 0.0032722513089005235, 3: 0.706151832460733, 4: 0.12892670157068062, 5: 0.0013089005235602095}, 'edge_length_total': 464309.91600000096, 'edge_length_avg': 119.32919969159623, 'street_length_total': 259355.13599999927, 'street_length_avg': 122.22202450518344, 'street_segments_count': 2122, 'node_density_km': 43.72981838589225, 'intersection_density_km': 36.71816556878257, 'edge_density_km': 13288.081349115791, 'street_density_km': 7422.482326392902, 'circuity_avg': 1.1345553145751066, 'self_loop_proportion': 0.0030840400925212026, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1345553145751066\n", - "3236\n", - "20965171.259136155\n", - "{'n': 529, 'm': 1328, 'k_avg': 5.020793950850662, 'intersection_count': 439, 'streets_per_node_avg': 2.765595463137996, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 385, 4: 52, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17013232514177692, 2: 0.0, 3: 0.7277882797731569, 4: 0.09829867674858223, 5: 0.003780718336483932}, 'edge_length_total': 213356.84899999955, 'edge_length_avg': 160.66027786144545, 'street_length_total': 118396.66499999998, 'street_length_avg': 165.35847067039103, 'street_segments_count': 716, 'node_density_km': 25.23232428971805, 'intersection_density_km': 20.939490289576984, 'edge_density_km': 10176.728172779574, 'street_density_km': 5647.302544614576, 'circuity_avg': 1.034492346983585, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034492346983585\n", - "3237\n", - "11979141.699889656\n", - "{'n': 731, 'm': 1832, 'k_avg': 5.012311901504788, 'intersection_count': 571, 'streets_per_node_avg': 2.652530779753762, 'streets_per_node_counts': {0: 0, 1: 160, 2: 0, 3: 505, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2188782489740082, 2: 0.0, 3: 0.6908344733242134, 4: 0.09028727770177838}, 'edge_length_total': 193255.44600000035, 'edge_length_avg': 105.48878056768578, 'street_length_total': 99135.263, 'street_length_avg': 104.02441028331585, 'street_segments_count': 953, 'node_density_km': 61.02273587820849, 'intersection_density_km': 47.66618630158283, 'edge_density_km': 16132.662159074425, 'street_density_km': 8275.656594070773, 'circuity_avg': 1.063931084503861, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063931084503861\n", - "3238\n", - "8984007.12347259\n", - "{'n': 601, 'm': 1703, 'k_avg': 5.667221297836939, 'intersection_count': 575, 'streets_per_node_avg': 3.1397670549084857, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 448, 4: 119, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04326123128119801, 2: 0.0, 3: 0.7454242928452579, 4: 0.19800332778702162, 5: 0.011647254575707155, 6: 0.0016638935108153079}, 'edge_length_total': 145240.05100000006, 'edge_length_avg': 85.28482149148566, 'street_length_total': 81336.95400000001, 'street_length_avg': 88.5059347116431, 'street_segments_count': 919, 'node_density_km': 66.89665221098971, 'intersection_density_km': 64.00262066775223, 'edge_density_km': 16166.511112900853, 'street_density_km': 9053.527327186805, 'circuity_avg': 1.0222385741204112, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0222385741204112\n", - "3239\n", - "11987019.713733641\n", - "{'n': 460, 'm': 1254, 'k_avg': 5.452173913043478, 'intersection_count': 413, 'streets_per_node_avg': 2.9782608695652173, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 330, 4: 82, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10217391304347827, 2: 0.0, 3: 0.717391304347826, 4: 0.1782608695652174, 5: 0.002173913043478261}, 'edge_length_total': 135799.9359999998, 'edge_length_avg': 108.2934098883571, 'street_length_total': 73796.72300000003, 'street_length_avg': 111.30727450980396, 'street_segments_count': 663, 'node_density_km': 38.374843037337605, 'intersection_density_km': 34.45393516178354, 'edge_density_km': 11328.91571408801, 'street_density_km': 6156.386221293224, 'circuity_avg': 1.0648210085524996, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0648210085524996\n", - "3240\n", - "7988089.886189098\n", - "{'n': 248, 'm': 728, 'k_avg': 5.870967741935484, 'intersection_count': 220, 'streets_per_node_avg': 2.9919354838709675, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 167, 4: 52, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11290322580645161, 2: 0.0, 3: 0.6733870967741935, 4: 0.20967741935483872, 5: 0.004032258064516129}, 'edge_length_total': 98788.20799999998, 'edge_length_avg': 135.69808791208789, 'street_length_total': 49394.10399999999, 'street_length_avg': 135.69808791208789, 'street_segments_count': 364, 'node_density_km': 31.046220502447817, 'intersection_density_km': 27.54100205862306, 'edge_density_km': 12366.937454071285, 'street_density_km': 6183.468727035643, 'circuity_avg': 1.0335575382804814, 'self_loop_proportion': 0.0027472527472527475, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0335575382804814\n", - "3241\n", - "12977857.198387826\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 252, 'm': 730, 'k_avg': 5.7936507936507935, 'intersection_count': 208, 'streets_per_node_avg': 2.9365079365079363, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 136, 4: 72}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1746031746031746, 2: 0.0, 3: 0.5396825396825397, 4: 0.2857142857142857}, 'edge_length_total': 126811.17399999998, 'edge_length_avg': 173.71393698630135, 'street_length_total': 63405.587000000036, 'street_length_avg': 173.71393698630146, 'street_segments_count': 365, 'node_density_km': 19.417689387991164, 'intersection_density_km': 16.02729917738953, 'edge_density_km': 9771.349157375002, 'street_density_km': 4885.674578687504, 'circuity_avg': 1.0411070764838002, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0411070764838002\n", - "3242\n", - "13974782.134693881\n", - "{'n': 641, 'm': 1655, 'k_avg': 5.16380655226209, 'intersection_count': 502, 'streets_per_node_avg': 2.658346333853354, 'streets_per_node_counts': {0: 0, 1: 139, 2: 0, 3: 445, 4: 55, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21684867394695787, 2: 0.0, 3: 0.6942277691107644, 4: 0.08580343213728549, 5: 0.0031201248049922}, 'edge_length_total': 238660.71499999933, 'edge_length_avg': 144.20587009063402, 'street_length_total': 119391.75700000004, 'street_length_avg': 144.19294323671502, 'street_segments_count': 828, 'node_density_km': 45.86833582247049, 'intersection_density_km': 35.92184802321402, 'edge_density_km': 17077.956042513088, 'street_density_km': 8543.371613901394, 'circuity_avg': 1.0525793139498782, 'self_loop_proportion': 0.0012084592145015106, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0525793139498782\n", - "3243\n", - "532728843.77249104\n", - "error with entry 3243\n", - "3244\n", - "5995891.86770377\n", - "{'n': 163, 'm': 365, 'k_avg': 4.478527607361963, 'intersection_count': 115, 'streets_per_node_avg': 2.441717791411043, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 111, 4: 3, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.294478527607362, 2: 0.0, 3: 0.6809815950920245, 4: 0.018404907975460124, 5: 0.006134969325153374}, 'edge_length_total': 54597.88700000006, 'edge_length_avg': 149.58325205479468, 'street_length_total': 29473.056000000008, 'street_length_avg': 155.12134736842108, 'street_segments_count': 190, 'node_density_km': 27.185280121207995, 'intersection_density_km': 19.17979885852098, 'edge_density_km': 9105.882528350076, 'street_density_km': 4915.541615877609, 'circuity_avg': 1.0714131204338209, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0714131204338209\n", - "3245\n", - "9982059.921440527\n", - "{'n': 413, 'm': 1038, 'k_avg': 5.026634382566586, 'intersection_count': 324, 'streets_per_node_avg': 2.624697336561743, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 302, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21549636803874092, 2: 0.0, 3: 0.7312348668280871, 4: 0.05084745762711865, 5: 0.002421307506053269}, 'edge_length_total': 160866.92300000018, 'edge_length_avg': 154.9777678227362, 'street_length_total': 80664.54200000009, 'street_length_avg': 154.52977394636034, 'street_segments_count': 522, 'node_density_km': 41.37422568591427, 'intersection_density_km': 32.458230320184555, 'edge_density_km': 16115.603819856175, 'street_density_km': 8080.951490457419, 'circuity_avg': 1.1136111116494036, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1136111116494036\n", - "3246\n", - "15988473.049495935\n", - "{'n': 1642, 'm': 4831, 'k_avg': 5.884287454323995, 'intersection_count': 1578, 'streets_per_node_avg': 3.173568818514007, 'streets_per_node_counts': {0: 0, 1: 64, 2: 1, 3: 1177, 4: 387, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0389768574908648, 2: 0.0006090133982947625, 3: 0.7168087697929354, 4: 0.2356881851400731, 5: 0.007308160779537149, 6: 0.0006090133982947625}, 'edge_length_total': 357746.15799999796, 'edge_length_avg': 74.05219581867065, 'street_length_total': 196763.182, 'street_length_avg': 76.14674226006191, 'street_segments_count': 2584, 'node_density_km': 102.69898788438505, 'intersection_density_km': 98.69610406915933, 'edge_density_km': 22375.254778396524, 'street_density_km': 12306.564947814282, 'circuity_avg': 1.019379850829038, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.019379850829038\n", - "3247\n", - "5991866.935652004\n", - "{'n': 70, 'm': 177, 'k_avg': 5.057142857142857, 'intersection_count': 60, 'streets_per_node_avg': 2.8142857142857145, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 53, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7571428571428571, 4: 0.1}, 'edge_length_total': 30807.47100000001, 'edge_length_avg': 174.05350847457632, 'street_length_total': 15619.675999999994, 'street_length_avg': 169.77908695652167, 'street_segments_count': 92, 'node_density_km': 11.682502423993327, 'intersection_density_km': 10.013573506279995, 'edge_density_km': 5141.547923351489, 'street_density_km': 2606.81289617129, 'circuity_avg': 1.1888805138090954, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1888805138090954\n", - "3248\n", - "3993019.3372805235\n", - "{'n': 177, 'm': 453, 'k_avg': 5.11864406779661, 'intersection_count': 141, 'streets_per_node_avg': 2.689265536723164, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 125, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2033898305084746, 2: 0.0, 3: 0.7062146892655368, 4: 0.0847457627118644, 5: 0.005649717514124294}, 'edge_length_total': 70880.84500000003, 'edge_length_avg': 156.46985651214135, 'street_length_total': 35526.342999999986, 'street_length_avg': 155.13686899563314, 'street_segments_count': 229, 'node_density_km': 44.32735858488159, 'intersection_density_km': 35.31162463541415, 'edge_density_km': 17751.190017595552, 'street_density_km': 8897.112685709024, 'circuity_avg': 1.1211528793638963, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1211528793638963\n", - "3249\n", - "20962680.32750308\n", - "{'n': 436, 'm': 1074, 'k_avg': 4.926605504587156, 'intersection_count': 328, 'streets_per_node_avg': 2.5894495412844036, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 291, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24770642201834864, 2: 0.0, 3: 0.6674311926605505, 4: 0.08486238532110092}, 'edge_length_total': 193484.3839999998, 'edge_length_avg': 180.153057728119, 'street_length_total': 96839.49500000007, 'street_length_avg': 179.9990613382901, 'street_segments_count': 538, 'node_density_km': 20.798866995456063, 'intersection_density_km': 15.646854069976122, 'edge_density_km': 9229.944881912255, 'street_density_km': 4619.614166082876, 'circuity_avg': 1.0382204686081185, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0382204686081185\n", - "3250\n", - "14987380.632717744\n", - "{'n': 78, 'm': 198, 'k_avg': 5.076923076923077, 'intersection_count': 62, 'streets_per_node_avg': 2.7051282051282053, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 53, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20512820512820512, 2: 0.0, 3: 0.6794871794871795, 4: 0.11538461538461539}, 'edge_length_total': 49595.90400000001, 'edge_length_avg': 250.4843636363637, 'street_length_total': 24797.95200000001, 'street_length_avg': 250.48436363636372, 'street_segments_count': 99, 'node_density_km': 5.2043783974982585, 'intersection_density_km': 4.136813598011436, 'edge_density_km': 3309.177581820481, 'street_density_km': 1654.5887909102407, 'circuity_avg': 1.0619148343841198, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0619148343841198\n", - "3251\n", - "27985426.23222653\n", - "{'n': 1001, 'm': 2596, 'k_avg': 5.186813186813187, 'intersection_count': 772, 'streets_per_node_avg': 2.635364635364635, 'streets_per_node_counts': {0: 0, 1: 229, 2: 0, 3: 679, 4: 93}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22877122877122877, 2: 0.0, 3: 0.6783216783216783, 4: 0.09290709290709291}, 'edge_length_total': 345407.0060000009, 'edge_length_avg': 133.05354622496185, 'street_length_total': 172703.503, 'street_length_avg': 133.05354622496148, 'street_segments_count': 1298, 'node_density_km': 35.7686172686304, 'intersection_density_km': 27.58578674463803, 'edge_density_km': 12342.38861090665, 'street_density_km': 6171.1943054533085, 'circuity_avg': 1.0483992063997662, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0483992063997662\n", - "3252\n", - "193958428.05602026\n", - "error with entry 3252\n", - "3253\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3993469.4409147105\n", - "{'n': 357, 'm': 870, 'k_avg': 4.873949579831932, 'intersection_count': 255, 'streets_per_node_avg': 2.518207282913165, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 223, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.6246498599439776, 4: 0.0896358543417367}, 'edge_length_total': 53669.94199999998, 'edge_length_avg': 61.6895885057471, 'street_length_total': 27267.954000000016, 'street_length_avg': 61.414310810810846, 'street_segments_count': 444, 'node_density_km': 89.39595138562737, 'intersection_density_km': 63.854250989733835, 'edge_density_km': 13439.427243421398, 'street_density_km': 6828.136387029482, 'circuity_avg': 1.0998793519223489, 'self_loop_proportion': 0.0022988505747126436, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0998793519223489\n", - "3254\n", - "57900402.124289215\n", - "{'n': 6122, 'm': 16511, 'k_avg': 5.393988892518784, 'intersection_count': 5263, 'streets_per_node_avg': 2.87046716759229, 'streets_per_node_counts': {0: 0, 1: 859, 2: 2, 3: 4375, 4: 852, 5: 28, 6: 5, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14031362299901992, 2: 0.0003266906239790918, 3: 0.7146357399542633, 4: 0.1391702058150931, 5: 0.004573668735707285, 6: 0.0008167265599477295, 7: 0.0001633453119895459}, 'edge_length_total': 1155539.9670000055, 'edge_length_avg': 69.98606789413152, 'street_length_total': 625388.1440000023, 'street_length_avg': 71.70237835358888, 'street_segments_count': 8722, 'node_density_km': 105.73328984587175, 'intersection_density_km': 90.897468875992, 'edge_density_km': 19957.37377642938, 'street_density_km': 10801.10191044169, 'circuity_avg': 1.048389248895179, 'self_loop_proportion': 0.0033916782750893345, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048389248895179\n", - "3255\n", - "6993180.317897655\n", - "{'n': 727, 'm': 1972, 'k_avg': 5.425034387895461, 'intersection_count': 649, 'streets_per_node_avg': 3.001375515818432, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 500, 4: 141, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10729023383768914, 2: 0.0, 3: 0.687757909215956, 4: 0.1939477303988996, 5: 0.011004126547455296}, 'edge_length_total': 147420.35399999958, 'edge_length_avg': 74.75677180527363, 'street_length_total': 81591.8479999999, 'street_length_avg': 75.61802409638544, 'street_segments_count': 1079, 'node_density_km': 103.95842334272261, 'intersection_density_km': 92.80469979288442, 'edge_density_km': 21080.58812993946, 'street_density_km': 11667.345083492524, 'circuity_avg': 1.0327572142848933, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0327572142848933\n", - "3256\n", - "5992497.373921333\n", - "{'n': 199, 'm': 506, 'k_avg': 5.085427135678392, 'intersection_count': 155, 'streets_per_node_avg': 2.6532663316582914, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 136, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22110552763819097, 2: 0.0, 3: 0.6834170854271356, 4: 0.09547738693467336}, 'edge_length_total': 67451.23800000001, 'edge_length_avg': 133.30284189723324, 'street_length_total': 33725.619, 'street_length_avg': 133.3028418972332, 'street_segments_count': 253, 'node_density_km': 33.20819144052117, 'intersection_density_km': 25.86567675015468, 'edge_density_km': 11255.94786132742, 'street_density_km': 5627.973930663709, 'circuity_avg': 1.1303728402169775, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1303728402169775\n", - "3257\n", - "2995398.4791147085\n", - "{'n': 41, 'm': 96, 'k_avg': 4.682926829268292, 'intersection_count': 34, 'streets_per_node_avg': 2.682926829268293, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 33, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17073170731707318, 2: 0.0, 3: 0.8048780487804879, 4: 0.024390243902439025}, 'edge_length_total': 18958.98600000001, 'edge_length_avg': 197.48943750000012, 'street_length_total': 9479.493, 'street_length_avg': 197.4894375, 'street_segments_count': 48, 'node_density_km': 13.687661353195843, 'intersection_density_km': 11.350743561186796, 'edge_density_km': 6329.370243121492, 'street_density_km': 3164.6851215607444, 'circuity_avg': 1.1341371685949098, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1341371685949098\n", - "3258\n", - "8984091.140734391\n", - "{'n': 50, 'm': 118, 'k_avg': 4.72, 'intersection_count': 36, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 14, 2: 1, 3: 31, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28, 2: 0.02, 3: 0.62, 4: 0.08}, 'edge_length_total': 33062.79600000002, 'edge_length_avg': 280.1931864406781, 'street_length_total': 17292.666, 'street_length_avg': 288.21110000000004, 'street_segments_count': 60, 'node_density_km': 5.5653932286257755, 'intersection_density_km': 4.007083124610559, 'edge_density_km': 3680.14921955671, 'street_density_km': 1924.8097252257437, 'circuity_avg': 1.2920703504707278, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2920703504707278\n", - "3259\n", - "1996517.6980303656\n", - "{'n': 36, 'm': 85, 'k_avg': 4.722222222222222, 'intersection_count': 32, 'streets_per_node_avg': 2.9444444444444446, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 26, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.7222222222222222, 4: 0.16666666666666666}, 'edge_length_total': 11421.585999999998, 'edge_length_avg': 134.37159999999997, 'street_length_total': 6159.228000000002, 'street_length_avg': 131.04740425531918, 'street_segments_count': 47, 'node_density_km': 18.031395381826695, 'intersection_density_km': 16.027907006068173, 'edge_density_km': 5720.753695931567, 'street_density_km': 3084.985425411603, 'circuity_avg': 1.0751219635345495, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0751219635345495\n", - "3260\n", - "21964710.04996667\n", - "{'n': 756, 'm': 1839, 'k_avg': 4.865079365079365, 'intersection_count': 595, 'streets_per_node_avg': 2.689153439153439, 'streets_per_node_counts': {0: 0, 1: 161, 2: 0, 3: 509, 4: 85, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21296296296296297, 2: 0.0, 3: 0.6732804232804233, 4: 0.11243386243386243, 5: 0.0013227513227513227}, 'edge_length_total': 261024.58200000002, 'edge_length_avg': 141.93832626427408, 'street_length_total': 144664.55800000002, 'street_length_avg': 146.273567239636, 'street_segments_count': 989, 'node_density_km': 34.41884724543164, 'intersection_density_km': 27.088907554274904, 'edge_density_km': 11883.816422170168, 'street_density_km': 6586.226618558051, 'circuity_avg': 1.1257253905359883, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1257253905359883\n", - "3261\n", - "6988433.726670728\n", - "{'n': 162, 'm': 436, 'k_avg': 5.382716049382716, 'intersection_count': 130, 'streets_per_node_avg': 2.759259259259259, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 105, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19753086419753085, 2: 0.0, 3: 0.6481481481481481, 4: 0.15432098765432098}, 'edge_length_total': 77619.47199999997, 'edge_length_avg': 178.02631192660542, 'street_length_total': 38809.73600000001, 'street_length_avg': 178.02631192660556, 'street_segments_count': 218, 'node_density_km': 23.181159947434516, 'intersection_density_km': 18.602165389916586, 'edge_density_km': 11106.848120169223, 'street_density_km': 5553.424060084615, 'circuity_avg': 1.0675034303694253, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0675034303694253\n", - "3262\n", - "7987060.0053161625\n", - "{'n': 104, 'm': 288, 'k_avg': 5.538461538461538, 'intersection_count': 90, 'streets_per_node_avg': 2.9423076923076925, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 68, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1346153846153846, 2: 0.0, 3: 0.6538461538461539, 4: 0.21153846153846154}, 'edge_length_total': 64948.65999999998, 'edge_length_avg': 225.51618055555548, 'street_length_total': 32474.329999999984, 'street_length_avg': 225.51618055555545, 'street_segments_count': 144, 'node_density_km': 13.021061558417982, 'intersection_density_km': 11.268226348630945, 'edge_density_km': 8131.735576891917, 'street_density_km': 4065.8677884459576, 'circuity_avg': 1.022328511619563, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.022328511619563\n", - "3263\n", - "9984845.536896871\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 189, 'm': 582, 'k_avg': 6.158730158730159, 'intersection_count': 166, 'streets_per_node_avg': 3.2275132275132274, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 77, 4: 89}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12169312169312169, 2: 0.0, 3: 0.4074074074074074, 4: 0.4708994708994709}, 'edge_length_total': 115065.74000000022, 'edge_length_avg': 197.70745704467393, 'street_length_total': 57532.87000000001, 'street_length_avg': 197.70745704467356, 'street_segments_count': 291, 'node_density_km': 18.92868540645829, 'intersection_density_km': 16.625194589799342, 'edge_density_km': 11524.038060959409, 'street_density_km': 5762.019030479693, 'circuity_avg': 1.006334785773328, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.006334785773328\n", - "3264\n", - "6994470.212126816\n", - "{'n': 49, 'm': 124, 'k_avg': 5.061224489795919, 'intersection_count': 38, 'streets_per_node_avg': 2.6530612244897958, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 33, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22448979591836735, 2: 0.0, 3: 0.673469387755102, 4: 0.10204081632653061}, 'edge_length_total': 27570.821999999996, 'edge_length_avg': 222.34533870967738, 'street_length_total': 13785.410999999991, 'street_length_avg': 222.34533870967726, 'street_segments_count': 62, 'node_density_km': 7.005534159691635, 'intersection_density_km': 5.432863225883309, 'edge_density_km': 3941.8027618730125, 'street_density_km': 1970.9013809365051, 'circuity_avg': 1.0741589525919621, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0741589525919621\n", - "3265\n", - "7993314.247285621\n", - "{'n': 97, 'm': 226, 'k_avg': 4.65979381443299, 'intersection_count': 71, 'streets_per_node_avg': 2.5257731958762886, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 65, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26804123711340205, 2: 0.0, 3: 0.6701030927835051, 4: 0.061855670103092786}, 'edge_length_total': 47734.20999999999, 'edge_length_avg': 211.21331858407075, 'street_length_total': 23867.104999999996, 'street_length_avg': 211.21331858407075, 'street_segments_count': 113, 'node_density_km': 12.135141569460924, 'intersection_density_km': 8.882423210636347, 'edge_density_km': 5971.766969653374, 'street_density_km': 2985.883484826687, 'circuity_avg': 1.0572979671124667, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0572979671124667\n", - "3266\n", - "17969064.72000694\n", - "{'n': 2020, 'm': 5782, 'k_avg': 5.7247524752475245, 'intersection_count': 1893, 'streets_per_node_avg': 3.0732673267326733, 'streets_per_node_counts': {0: 0, 1: 127, 2: 2, 3: 1511, 4: 358, 5: 20, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06287128712871287, 2: 0.0009900990099009901, 3: 0.748019801980198, 4: 0.17722772277227722, 5: 0.009900990099009901, 6: 0.0009900990099009901}, 'edge_length_total': 401764.7370000002, 'edge_length_avg': 69.4854266689727, 'street_length_total': 220312.13399999996, 'street_length_avg': 71.62293042912873, 'street_segments_count': 3076, 'node_density_km': 112.41542236479961, 'intersection_density_km': 105.34772006760677, 'edge_density_km': 22358.689406503792, 'street_density_km': 12260.634453316992, 'circuity_avg': 1.0316162739558843, 'self_loop_proportion': 0.00017295053614666206, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0316162739558843\n", - "3267\n", - "29984594.1632723\n", - "{'n': 1676, 'm': 4331, 'k_avg': 5.1682577565632455, 'intersection_count': 1398, 'streets_per_node_avg': 2.8132458233890216, 'streets_per_node_counts': {0: 0, 1: 278, 2: 0, 3: 1162, 4: 229, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1658711217183771, 2: 0.0, 3: 0.6933174224343676, 4: 0.1366348448687351, 5: 0.004176610978520286}, 'edge_length_total': 457841.1059999991, 'edge_length_avg': 105.71256199492014, 'street_length_total': 262192.49199999985, 'street_length_avg': 112.62564089347073, 'street_segments_count': 2328, 'node_density_km': 55.89537049839109, 'intersection_density_km': 46.62394269495868, 'edge_density_km': 15269.211365908768, 'street_density_km': 8744.240144532478, 'circuity_avg': 1.0899364856949934, 'self_loop_proportion': 0.0023089355806972986, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0899364856949934\n", - "3268\n", - "9993402.283131722\n", - "{'n': 561, 'm': 1239, 'k_avg': 4.4171122994652405, 'intersection_count': 369, 'streets_per_node_avg': 2.372549019607843, 'streets_per_node_counts': {0: 0, 1: 192, 2: 0, 3: 337, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3422459893048128, 2: 0.0, 3: 0.6007130124777184, 4: 0.0570409982174688}, 'edge_length_total': 104611.54000000008, 'edge_length_avg': 84.43223567393065, 'street_length_total': 56824.64600000006, 'street_length_avg': 89.34692767295607, 'street_segments_count': 636, 'node_density_km': 56.137037628009345, 'intersection_density_km': 36.92436164836978, 'edge_density_km': 10468.060529953671, 'street_density_km': 5686.216204456888, 'circuity_avg': 1.0415282135338069, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0415282135338069\n", - "3269\n", - "17968663.881991625\n", - "{'n': 420, 'm': 1046, 'k_avg': 4.980952380952381, 'intersection_count': 318, 'streets_per_node_avg': 2.619047619047619, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 274, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24285714285714285, 2: 0.0, 3: 0.6523809523809524, 4: 0.10476190476190476}, 'edge_length_total': 207579.98200000016, 'edge_length_avg': 198.45122562141506, 'street_length_total': 105821.98999999999, 'street_length_avg': 198.54031894934332, 'street_segments_count': 533, 'node_density_km': 23.374025067101858, 'intersection_density_km': 17.697476122234264, 'edge_density_km': 11552.33262546799, 'street_density_km': 5889.252016453814, 'circuity_avg': 1.0554180257324166, 'self_loop_proportion': 0.0019120458891013384, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0554180257324166\n", - "3270\n", - "7986436.808470864\n", - "{'n': 269, 'm': 726, 'k_avg': 5.397769516728625, 'intersection_count': 227, 'streets_per_node_avg': 2.7881040892193307, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 200, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15613382899628253, 2: 0.0, 3: 0.7434944237918215, 4: 0.10037174721189591}, 'edge_length_total': 122017.79199999994, 'edge_length_avg': 168.0685840220385, 'street_length_total': 61008.895999999964, 'street_length_avg': 168.06858402203846, 'street_segments_count': 363, 'node_density_km': 33.68210460448187, 'intersection_density_km': 28.4231886439308, 'edge_density_km': 15278.126519523827, 'street_density_km': 7639.063259761912, 'circuity_avg': 1.054210747664904, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054210747664904\n", - "3271\n", - "5996527.25442359\n", - "{'n': 119, 'm': 302, 'k_avg': 5.07563025210084, 'intersection_count': 97, 'streets_per_node_avg': 2.73109243697479, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 85, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18487394957983194, 2: 0.0, 3: 0.7142857142857143, 4: 0.10084033613445378}, 'edge_length_total': 54955.55600000005, 'edge_length_avg': 181.9720397350995, 'street_length_total': 27477.777999999995, 'street_length_avg': 181.97203973509932, 'street_segments_count': 151, 'node_density_km': 19.844819334759908, 'intersection_density_km': 16.176029205644628, 'edge_density_km': 9164.563699674636, 'street_density_km': 4582.2818498373135, 'circuity_avg': 1.0364304267666686, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0364304267666686\n", - "3272\n", - "3994829.8999603884\n", - "{'n': 37, 'm': 100, 'k_avg': 5.405405405405405, 'intersection_count': 32, 'streets_per_node_avg': 3.081081081081081, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 19, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13513513513513514, 2: 0.0, 3: 0.5135135135135135, 4: 0.35135135135135137}, 'edge_length_total': 22178.143000000015, 'edge_length_avg': 221.78143000000014, 'street_length_total': 11827.235999999999, 'street_length_avg': 215.04065454545452, 'street_segments_count': 55, 'node_density_km': 9.26197132958449, 'intersection_density_km': 8.010353582343344, 'edge_density_km': 5551.711475930409, 'street_density_km': 2960.6356956818795, 'circuity_avg': 1.1104293887322354, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1104293887322354\n", - "3273\n", - "8986721.61961029\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 126, 'm': 382, 'k_avg': 6.063492063492063, 'intersection_count': 115, 'streets_per_node_avg': 3.1984126984126986, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 68, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0873015873015873, 2: 0.0, 3: 0.5396825396825397, 4: 0.373015873015873}, 'edge_length_total': 82381.24000000005, 'edge_length_avg': 215.65769633507867, 'street_length_total': 41190.62000000002, 'street_length_avg': 215.6576963350786, 'street_segments_count': 191, 'node_density_km': 14.02068577767562, 'intersection_density_km': 12.796657654227749, 'edge_density_km': 9166.995873137163, 'street_density_km': 4583.497936568581, 'circuity_avg': 1.011167115503912, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.011167115503912\n", - "3274\n", - "8985075.655961083\n", - "{'n': 365, 'm': 903, 'k_avg': 4.947945205479452, 'intersection_count': 279, 'streets_per_node_avg': 2.6356164383561644, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 240, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2356164383561644, 2: 0.0, 3: 0.6575342465753424, 4: 0.10684931506849316}, 'edge_length_total': 128954.7790000003, 'edge_length_avg': 142.80706423034363, 'street_length_total': 64500.057999999895, 'street_length_avg': 142.38423399558476, 'street_segments_count': 453, 'node_density_km': 40.62291893533956, 'intersection_density_km': 31.051491460163664, 'edge_density_km': 14352.108311346961, 'street_density_km': 7178.577061530673, 'circuity_avg': 1.0380443939698343, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0380443939698343\n", - "3275\n", - "36936567.37257255\n", - "{'n': 1226, 'm': 3303, 'k_avg': 5.388254486133769, 'intersection_count': 1021, 'streets_per_node_avg': 2.8156606851549757, 'streets_per_node_counts': {0: 0, 1: 205, 2: 0, 3: 840, 4: 178, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16721044045676997, 2: 0.0, 3: 0.6851549755301795, 4: 0.14518760195758565, 5: 0.0024469820554649264}, 'edge_length_total': 479724.56499999925, 'edge_length_avg': 145.2390448077503, 'street_length_total': 247451.8570000002, 'street_length_avg': 147.20514991076752, 'street_segments_count': 1681, 'node_density_km': 33.1920394126925, 'intersection_density_km': 27.64198388283772, 'edge_density_km': 12987.794998953297, 'street_density_km': 6699.373401539931, 'circuity_avg': 1.0438801947315144, 'self_loop_proportion': 0.0006055101422948834, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0438801947315144\n", - "3276\n", - "73926334.30561964\n", - "{'n': 1178, 'm': 3252, 'k_avg': 5.5212224108658745, 'intersection_count': 994, 'streets_per_node_avg': 2.835314091680815, 'streets_per_node_counts': {0: 0, 1: 184, 2: 0, 3: 821, 4: 172, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15619694397283532, 2: 0.0, 3: 0.6969439728353141, 4: 0.1460101867572156, 5: 0.0008488964346349745}, 'edge_length_total': 621550.3200000008, 'edge_length_avg': 191.1286346863471, 'street_length_total': 310901.61699999956, 'street_length_avg': 190.50344178921543, 'street_segments_count': 1632, 'node_density_km': 15.934781712968718, 'intersection_density_km': 13.445817506528783, 'edge_density_km': 8407.69836402875, 'street_density_km': 4205.559763246178, 'circuity_avg': 1.0367867734580285, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0367867734580285\n", - "3277\n", - "3994972.32660756\n", - "{'n': 106, 'm': 282, 'k_avg': 5.320754716981132, 'intersection_count': 85, 'streets_per_node_avg': 2.7641509433962264, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 68, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19811320754716982, 2: 0.0, 3: 0.6415094339622641, 4: 0.16037735849056603}, 'edge_length_total': 40203.38600000003, 'edge_length_avg': 142.5651985815604, 'street_length_total': 20101.693000000003, 'street_length_avg': 142.5651985815603, 'street_segments_count': 141, 'node_density_km': 26.533350254772053, 'intersection_density_km': 21.276743128826645, 'edge_density_km': 10063.495492130189, 'street_density_km': 5031.747746065092, 'circuity_avg': 1.0210089135620173, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0210089135620173\n", - "3278\n", - "10981488.326751793\n", - "{'n': 532, 'm': 1347, 'k_avg': 5.06390977443609, 'intersection_count': 413, 'streets_per_node_avg': 2.6146616541353382, 'streets_per_node_counts': {0: 0, 1: 119, 2: 2, 3: 377, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2236842105263158, 2: 0.0037593984962406013, 3: 0.7086466165413534, 4: 0.06203007518796992, 5: 0.0018796992481203006}, 'edge_length_total': 170925.45999999973, 'edge_length_avg': 126.89343726800277, 'street_length_total': 85570.3990000001, 'street_length_avg': 126.39645347119661, 'street_segments_count': 677, 'node_density_km': 48.44516373104045, 'intersection_density_km': 37.60874552804456, 'edge_density_km': 15564.871984028932, 'street_density_km': 7792.2405828674155, 'circuity_avg': 1.086527387919346, 'self_loop_proportion': 0.0014847809948032665, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.086527387919346\n", - "3279\n", - "17989641.302613404\n", - "{'n': 1773, 'm': 4933, 'k_avg': 5.5645798082346305, 'intersection_count': 1642, 'streets_per_node_avg': 3.051325437112239, 'streets_per_node_counts': {0: 0, 1: 131, 2: 2, 3: 1291, 4: 343, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07388606880992668, 2: 0.0011280315848843769, 3: 0.7281443880428652, 4: 0.19345741680767062, 5: 0.00338409475465313}, 'edge_length_total': 435998.6179999999, 'edge_length_avg': 88.3840701398743, 'street_length_total': 239880.59600000008, 'street_length_avg': 89.54109593131768, 'street_segments_count': 2679, 'node_density_km': 98.55671773413468, 'intersection_density_km': 91.27474930594988, 'edge_density_km': 24236.09290845956, 'street_density_km': 13334.373485543148, 'circuity_avg': 1.040187645720918, 'self_loop_proportion': 0.0016217311980539226, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040187645720918\n", - "3280\n", - "9983879.497478431\n", - "{'n': 193, 'm': 552, 'k_avg': 5.72020725388601, 'intersection_count': 170, 'streets_per_node_avg': 3.0362694300518136, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 117, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11917098445595854, 2: 0.0, 3: 0.6062176165803109, 4: 0.27461139896373055}, 'edge_length_total': 102598.17, 'edge_length_avg': 185.86625, 'street_length_total': 51299.08500000002, 'street_length_avg': 185.86625000000006, 'street_segments_count': 276, 'node_density_km': 19.331162805875696, 'intersection_density_km': 17.02744910362108, 'edge_density_km': 10276.383045880371, 'street_density_km': 5138.1915229401875, 'circuity_avg': 1.051823506566564, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051823506566564\n", - "3281\n", - "23957579.91306423\n", - "{'n': 853, 'm': 2250, 'k_avg': 5.275498241500586, 'intersection_count': 690, 'streets_per_node_avg': 2.8077373974208677, 'streets_per_node_counts': {0: 0, 1: 163, 2: 1, 3: 526, 4: 163}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1910902696365768, 2: 0.0011723329425556857, 3: 0.6166471277842908, 4: 0.1910902696365768}, 'edge_length_total': 342537.09999999957, 'edge_length_avg': 152.23871111111092, 'street_length_total': 180239.56399999978, 'street_length_avg': 154.05090940170922, 'street_segments_count': 1170, 'node_density_km': 35.604597922466006, 'intersection_density_km': 28.800905705160076, 'edge_density_km': 14297.65031538982, 'street_density_km': 7523.279256671244, 'circuity_avg': 1.0424647554664466, 'self_loop_proportion': 0.006222222222222222, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0424647554664466\n", - "3282\n", - "10997112.18160175\n", - "{'n': 151, 'm': 368, 'k_avg': 4.874172185430464, 'intersection_count': 120, 'streets_per_node_avg': 2.629139072847682, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 114, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2052980132450331, 2: 0.0, 3: 0.7549668874172185, 4: 0.039735099337748346}, 'edge_length_total': 81863.11800000007, 'edge_length_avg': 222.4541250000002, 'street_length_total': 40931.559000000016, 'street_length_avg': 222.4541250000001, 'street_segments_count': 184, 'node_density_km': 13.730877480055547, 'intersection_density_km': 10.911955613289177, 'edge_density_km': 7444.055916512126, 'street_density_km': 3722.0279582560606, 'circuity_avg': 1.0566710599608675, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0566710599608675\n", - "3283\n", - "34939892.60257171\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2455, 'm': 6628, 'k_avg': 5.3995926680244395, 'intersection_count': 2020, 'streets_per_node_avg': 2.8020366598778006, 'streets_per_node_counts': {0: 0, 1: 435, 2: 2, 3: 1638, 4: 376, 5: 3, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17718940936863545, 2: 0.000814663951120163, 3: 0.6672097759674135, 4: 0.15315682281059062, 5: 0.0012219959266802445, 6: 0.0, 7: 0.0004073319755600815}, 'edge_length_total': 689190.6989999979, 'edge_length_avg': 103.98169870247403, 'street_length_total': 348050.16500000027, 'street_length_avg': 102.73027302243219, 'street_segments_count': 3388, 'node_density_km': 70.26352450262834, 'intersection_density_km': 57.81357209584898, 'edge_density_km': 19725.03770516086, 'street_density_km': 9961.39767683151, 'circuity_avg': 1.0895587973800298, 'self_loop_proportion': 0.0024140012070006035, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0895587973800298\n", - "3284\n", - "35942786.95478376\n", - "{'n': 1244, 'm': 3503, 'k_avg': 5.631832797427653, 'intersection_count': 1081, 'streets_per_node_avg': 2.9718649517684885, 'streets_per_node_counts': {0: 0, 1: 163, 2: 2, 3: 786, 4: 293}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1310289389067524, 2: 0.001607717041800643, 3: 0.6318327974276527, 4: 0.23553054662379422}, 'edge_length_total': 563259.4900000003, 'edge_length_avg': 160.79345989152165, 'street_length_total': 286973.58699999977, 'street_length_avg': 159.5183918843801, 'street_segments_count': 1799, 'node_density_km': 34.61056043219351, 'intersection_density_km': 30.075575423795165, 'edge_density_km': 15671.00210422147, 'street_density_km': 7984.177391725751, 'circuity_avg': 1.0307816818332942, 'self_loop_proportion': 0.0034256351698544107, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0307816818332942\n", - "3285\n", - "11978775.863789788\n", - "{'n': 138, 'm': 377, 'k_avg': 5.463768115942029, 'intersection_count': 119, 'streets_per_node_avg': 2.8840579710144927, 'streets_per_node_counts': {0: 0, 1: 19, 2: 1, 3: 95, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13768115942028986, 2: 0.007246376811594203, 3: 0.6884057971014492, 4: 0.16666666666666666}, 'edge_length_total': 65561.57700000003, 'edge_length_avg': 173.9033872679046, 'street_length_total': 32816.099, 'street_length_avg': 173.63015343915345, 'street_segments_count': 189, 'node_density_km': 11.52037583549378, 'intersection_density_km': 9.934237133505507, 'edge_density_km': 5473.144981214965, 'street_density_km': 2739.5202459041425, 'circuity_avg': 1.0790719912714517, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0790719912714517\n", - "3286\n", - "5992214.068002815\n", - "{'n': 117, 'm': 300, 'k_avg': 5.128205128205129, 'intersection_count': 92, 'streets_per_node_avg': 2.658119658119658, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 82, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21367521367521367, 2: 0.0, 3: 0.7008547008547008, 4: 0.08547008547008547}, 'edge_length_total': 37528.37199999996, 'edge_length_avg': 125.0945733333332, 'street_length_total': 18764.186000000005, 'street_length_avg': 125.09457333333337, 'street_segments_count': 150, 'node_density_km': 19.525337157888902, 'intersection_density_km': 15.353256568596404, 'edge_density_km': 6262.855694757921, 'street_density_km': 3131.4278473789645, 'circuity_avg': 1.1277151228989495, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1277151228989495\n", - "3287\n", - "9990348.876493052\n", - "{'n': 135, 'm': 350, 'k_avg': 5.185185185185185, 'intersection_count': 109, 'streets_per_node_avg': 2.7111111111111112, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 96, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1925925925925926, 2: 0.0, 3: 0.7111111111111111, 4: 0.0962962962962963}, 'edge_length_total': 74036.98800000006, 'edge_length_avg': 211.5342514285716, 'street_length_total': 37018.494, 'street_length_avg': 211.53425142857142, 'street_segments_count': 175, 'node_density_km': 13.513041603346844, 'intersection_density_km': 10.91052988714671, 'edge_density_km': 7410.851103929569, 'street_density_km': 3705.4255519647813, 'circuity_avg': 1.0683615158961695, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0683615158961695\n", - "3288\n", - "6994992.226198739\n", - "{'n': 28, 'm': 76, 'k_avg': 5.428571428571429, 'intersection_count': 25, 'streets_per_node_avg': 2.892857142857143, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 22, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10714285714285714, 2: 0.0, 3: 0.7857142857142857, 4: 0.10714285714285714}, 'edge_length_total': 15730.841999999999, 'edge_length_avg': 206.98476315789472, 'street_length_total': 7865.421000000001, 'street_length_avg': 206.98476315789478, 'street_segments_count': 38, 'node_density_km': 4.002863633662096, 'intersection_density_km': 3.5739853871983, 'edge_density_km': 2248.871977453011, 'street_density_km': 1124.4359887265057, 'circuity_avg': 1.0715038183591983, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0715038183591983\n", - "3289\n", - "9995883.651605071\n", - "{'n': 104, 'm': 256, 'k_avg': 4.923076923076923, 'intersection_count': 80, 'streets_per_node_avg': 2.576923076923077, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 76, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.7307692307692307, 4: 0.038461538461538464}, 'edge_length_total': 53691.16800000002, 'edge_length_avg': 209.73112500000008, 'street_length_total': 26845.584, 'street_length_avg': 209.731125, 'street_segments_count': 128, 'node_density_km': 10.40428276526612, 'intersection_density_km': 8.003294434820091, 'edge_density_km': 5371.327825667384, 'street_density_km': 2685.663912833691, 'circuity_avg': 1.0148242747750087, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0148242747750087\n", - "3290\n", - "80987437.3048045\n", - "{'n': 551, 'm': 1421, 'k_avg': 5.157894736842105, 'intersection_count': 427, 'streets_per_node_avg': 2.6987295825771325, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 345, 4: 82}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2250453720508167, 2: 0.0, 3: 0.6261343012704175, 4: 0.14882032667876588}, 'edge_length_total': 347453.6980000008, 'edge_length_avg': 244.5135102040822, 'street_length_total': 174012.10100000005, 'street_length_avg': 242.35668662952654, 'street_segments_count': 718, 'node_density_km': 6.803524328424607, 'intersection_density_km': 5.272422664677508, 'edge_density_km': 4290.217218410347, 'street_density_km': 2148.630785106679, 'circuity_avg': 1.0613162325496015, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0613162325496015\n", - "3291\n", - "3998836.8068866148\n", - "{'n': 235, 'm': 548, 'k_avg': 4.663829787234042, 'intersection_count': 189, 'streets_per_node_avg': 2.697872340425532, 'streets_per_node_counts': {0: 0, 1: 46, 2: 1, 3: 167, 4: 20, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19574468085106383, 2: 0.00425531914893617, 3: 0.7106382978723405, 4: 0.0851063829787234, 5: 0.00425531914893617}, 'edge_length_total': 44966.83700000002, 'edge_length_avg': 82.05627189781026, 'street_length_total': 26152.748999999993, 'street_length_avg': 83.28900955414011, 'street_segments_count': 314, 'node_density_km': 58.76708936841176, 'intersection_density_km': 47.26374421544605, 'edge_density_km': 11244.979270611939, 'street_density_km': 6540.089096649535, 'circuity_avg': 1.2617152169407564, 'self_loop_proportion': 0.0036496350364963502, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2617152169407564\n", - "3292\n", - "29947982.86297552\n", - "error with entry 3292\n", - "3293\n", - "14987279.537673367\n", - "{'n': 273, 'm': 754, 'k_avg': 5.523809523809524, 'intersection_count': 226, 'streets_per_node_avg': 2.8424908424908426, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 175, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17216117216117216, 2: 0.0, 3: 0.6410256410256411, 4: 0.18681318681318682}, 'edge_length_total': 136357.36599999995, 'edge_length_avg': 180.8453129973474, 'street_length_total': 68302.05399999996, 'street_length_avg': 178.3343446475195, 'street_segments_count': 383, 'node_density_km': 18.215447260709507, 'intersection_density_km': 15.079454508865746, 'edge_density_km': 9098.206626308654, 'street_density_km': 4557.335027234916, 'circuity_avg': 1.041798988493147, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041798988493147\n", - "3294\n", - "8988018.473808676\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 3294\n", - "3295\n", - "14985351.318498155\n", - "{'n': 130, 'm': 344, 'k_avg': 5.292307692307692, 'intersection_count': 109, 'streets_per_node_avg': 2.753846153846154, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 99, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16153846153846155, 2: 0.0, 3: 0.7615384615384615, 4: 0.07692307692307693}, 'edge_length_total': 72371.63, 'edge_length_avg': 210.38264534883723, 'street_length_total': 36185.81500000003, 'street_length_avg': 210.3826453488374, 'street_segments_count': 172, 'node_density_km': 8.675138622844694, 'intersection_density_km': 7.273770076077474, 'edge_density_km': 4829.491712394044, 'street_density_km': 2414.745856197024, 'circuity_avg': 1.0618231149598996, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0618231149598996\n", - "3296\n", - "8986061.922350222\n", - "{'n': 223, 'm': 556, 'k_avg': 4.986547085201794, 'intersection_count': 177, 'streets_per_node_avg': 2.6591928251121075, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 162, 4: 14, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2062780269058296, 2: 0.0, 3: 0.726457399103139, 4: 0.06278026905829596, 5: 0.004484304932735426}, 'edge_length_total': 85412.03799999994, 'edge_length_avg': 153.61877338129486, 'street_length_total': 42706.018999999986, 'street_length_avg': 153.61877338129491, 'street_segments_count': 278, 'node_density_km': 24.816210029151055, 'intersection_density_km': 19.697171189057116, 'edge_density_km': 9504.9465202952, 'street_density_km': 4752.473260147602, 'circuity_avg': 1.0451526115053378, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0451526115053378\n", - "3297\n", - "4991328.553658252\n", - "{'n': 61, 'm': 133, 'k_avg': 4.360655737704918, 'intersection_count': 48, 'streets_per_node_avg': 2.622950819672131, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 46, 4: 1, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21311475409836064, 2: 0.0, 3: 0.7540983606557377, 4: 0.01639344262295082, 5: 0.01639344262295082}, 'edge_length_total': 47364.278999999995, 'edge_length_avg': 356.1223984962406, 'street_length_total': 24731.446, 'street_length_avg': 353.3063714285714, 'street_segments_count': 70, 'node_density_km': 12.221195087486635, 'intersection_density_km': 9.616678101628828, 'edge_density_km': 9489.313013723711, 'street_density_km': 4954.882399371164, 'circuity_avg': 1.3082540607674942, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3082540607674942\n", - "3298\n", - "6992283.066609549\n", - "{'n': 195, 'm': 530, 'k_avg': 5.435897435897436, 'intersection_count': 172, 'streets_per_node_avg': 2.9128205128205127, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 143, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11794871794871795, 2: 0.0, 3: 0.7333333333333333, 4: 0.14871794871794872}, 'edge_length_total': 65848.53700000007, 'edge_length_avg': 124.24252264150957, 'street_length_total': 34142.33699999999, 'street_length_avg': 127.87392134831458, 'street_segments_count': 267, 'node_density_km': 27.887886995191757, 'intersection_density_km': 24.598546477810167, 'edge_density_km': 9417.315685408745, 'street_density_km': 4882.859671834637, 'circuity_avg': 1.0382043418683078, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0382043418683078\n", - "3299\n", - "5989979.448177446\n", - "{'n': 707, 'm': 2056, 'k_avg': 5.816124469589816, 'intersection_count': 687, 'streets_per_node_avg': 3.2192362093352194, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 503, 4: 174, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.028288543140028287, 2: 0.0, 3: 0.7114568599717115, 4: 0.24611032531824611, 5: 0.01272984441301273, 6: 0.0014144271570014145}, 'edge_length_total': 167163.44199999957, 'edge_length_avg': 81.3051760700387, 'street_length_total': 92082.13899999994, 'street_length_avg': 83.25690687160935, 'street_segments_count': 1106, 'node_density_km': 118.03045504857566, 'intersection_density_km': 114.69154542909686, 'edge_density_km': 27907.18122594927, 'street_density_km': 15372.696984464199, 'circuity_avg': 1.0376755423841058, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0376755423841058\n", - "3300\n", - "2996596.5274728155\n", - "{'n': 69, 'm': 194, 'k_avg': 5.6231884057971016, 'intersection_count': 61, 'streets_per_node_avg': 2.9130434782608696, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 51, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11594202898550725, 2: 0.0, 3: 0.7391304347826086, 4: 0.14492753623188406}, 'edge_length_total': 20529.99199999999, 'edge_length_avg': 105.82470103092778, 'street_length_total': 10264.996000000001, 'street_length_avg': 105.82470103092784, 'street_segments_count': 97, 'node_density_km': 23.026122925594944, 'intersection_density_km': 20.356427513931763, 'edge_density_km': 6851.103180485226, 'street_density_km': 3425.551590242615, 'circuity_avg': 1.0382963497993185, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0382963497993185\n", - "3301\n", - "6994366.096724265\n", - "{'n': 98, 'm': 272, 'k_avg': 5.551020408163265, 'intersection_count': 84, 'streets_per_node_avg': 2.836734693877551, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 72, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7346938775510204, 4: 0.12244897959183673}, 'edge_length_total': 47444.21400000001, 'edge_length_avg': 174.4272573529412, 'street_length_total': 23722.107000000015, 'street_length_avg': 174.4272573529413, 'street_segments_count': 136, 'node_density_km': 14.011276882675219, 'intersection_density_km': 12.009665899435902, 'edge_density_km': 6783.20427382547, 'street_density_km': 3391.6021369127366, 'circuity_avg': 1.0381411549731574, 'self_loop_proportion': 0.007352941176470588, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0381411549731574\n", - "3302\n", - "18992899.180325527\n", - "{'n': 1499, 'm': 3595, 'k_avg': 4.796531020680454, 'intersection_count': 1031, 'streets_per_node_avg': 2.47631754503002, 'streets_per_node_counts': {0: 0, 1: 468, 2: 0, 3: 885, 4: 141, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3122081387591728, 2: 0.0, 3: 0.590393595730487, 4: 0.09406270847231488, 5: 0.00333555703802535}, 'edge_length_total': 358724.9410000006, 'edge_length_avg': 99.78440639777484, 'street_length_total': 180727.13100000005, 'street_length_avg': 99.19161964873769, 'street_segments_count': 1822, 'node_density_km': 78.9242329866518, 'intersection_density_km': 54.283445102893936, 'edge_density_km': 18887.31876024481, 'street_density_km': 9515.510469681885, 'circuity_avg': 1.0426055667169811, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0426055667169811\n", - "3303\n", - "10987977.240405785\n", - "{'n': 122, 'm': 328, 'k_avg': 5.377049180327869, 'intersection_count': 108, 'streets_per_node_avg': 2.8442622950819674, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 99, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11475409836065574, 2: 0.0, 3: 0.8114754098360656, 4: 0.07377049180327869}, 'edge_length_total': 68149.04599999999, 'edge_length_avg': 207.77148170731704, 'street_length_total': 34074.523, 'street_length_avg': 207.7714817073171, 'street_segments_count': 164, 'node_density_km': 11.10304447586338, 'intersection_density_km': 9.82892461797742, 'edge_density_km': 6202.146628898847, 'street_density_km': 3101.073314449424, 'circuity_avg': 1.0470563157198083, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0470563157198083\n", - "3304\n", - "9997000.229969183\n", - "{'n': 100, 'm': 256, 'k_avg': 5.12, 'intersection_count': 80, 'streets_per_node_avg': 2.68, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 72, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.72, 4: 0.08}, 'edge_length_total': 61993.00599999998, 'edge_length_avg': 242.16017968749992, 'street_length_total': 30996.503, 'street_length_avg': 242.1601796875, 'street_segments_count': 128, 'node_density_km': 10.00300067016286, 'intersection_density_km': 8.002400536130288, 'edge_density_km': 6201.160805634099, 'street_density_km': 3100.580402817051, 'circuity_avg': 1.0285109781549295, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0285109781549295\n", - "3305\n", - "6991138.640135449\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 175, 'm': 444, 'k_avg': 5.074285714285714, 'intersection_count': 132, 'streets_per_node_avg': 2.6914285714285713, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 100, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24571428571428572, 2: 0.0, 3: 0.5714285714285714, 4: 0.18285714285714286}, 'edge_length_total': 76933.56999999992, 'edge_length_avg': 173.2738063063061, 'street_length_total': 38466.78499999998, 'street_length_avg': 173.27380630630623, 'street_segments_count': 222, 'node_density_km': 25.031687827694043, 'intersection_density_km': 18.88104453288922, 'edge_density_km': 11004.440615485975, 'street_density_km': 5502.22030774299, 'circuity_avg': 1.0287181600523934, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0287181600523934\n", - "3306\n", - "12979267.770608308\n", - "{'n': 742, 'm': 1783, 'k_avg': 4.8059299191374665, 'intersection_count': 556, 'streets_per_node_avg': 2.5539083557951483, 'streets_per_node_counts': {0: 0, 1: 186, 2: 0, 3: 516, 4: 39, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25067385444743934, 2: 0.0, 3: 0.6954177897574124, 4: 0.05256064690026954, 5: 0.0013477088948787063}, 'edge_length_total': 197099.10099999944, 'edge_length_avg': 110.54352271452576, 'street_length_total': 99513.77499999985, 'street_length_avg': 108.52101962922558, 'street_segments_count': 917, 'node_density_km': 57.1680940029812, 'intersection_density_km': 42.837547527840364, 'edge_density_km': 15185.68724241382, 'street_density_km': 7667.133212657024, 'circuity_avg': 1.0762115447497067, 'self_loop_proportion': 0.0011217049915872126, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0762115447497067\n", - "3307\n", - "138835797.49701148\n", - "error with entry 3307\n", - "3308\n", - "1997098.7840558665\n", - "{'n': 30, 'm': 70, 'k_avg': 4.666666666666667, 'intersection_count': 23, 'streets_per_node_avg': 2.6333333333333333, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 20, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23333333333333334, 2: 0.0, 3: 0.6666666666666666, 4: 0.1}, 'edge_length_total': 9138.764000000003, 'edge_length_avg': 130.55377142857148, 'street_length_total': 4569.3820000000005, 'street_length_avg': 130.55377142857145, 'street_segments_count': 35, 'node_density_km': 15.021790729386767, 'intersection_density_km': 11.516706225863189, 'edge_density_km': 4576.020011108452, 'street_density_km': 2288.0100055542257, 'circuity_avg': 1.1164504436114968, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1164504436114968\n", - "3309\n", - "29948181.07168783\n", - "{'n': 838, 'm': 2351, 'k_avg': 5.610978520286396, 'intersection_count': 694, 'streets_per_node_avg': 2.883054892601432, 'streets_per_node_counts': {0: 0, 1: 144, 2: 0, 3: 506, 4: 186, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1718377088305489, 2: 0.0, 3: 0.60381861575179, 4: 0.22195704057279236, 5: 0.002386634844868735}, 'edge_length_total': 380047.30399999965, 'edge_length_avg': 161.65346831135673, 'street_length_total': 193250.22899999985, 'street_length_avg': 161.98678038558245, 'street_segments_count': 1193, 'node_density_km': 27.981665998147104, 'intersection_density_km': 23.17336062376383, 'edge_density_km': 12690.163155160222, 'street_density_km': 6452.820240982622, 'circuity_avg': 1.0213468278481188, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0213468278481188\n", - "3310\n", - "60959670.37841038\n", - "{'n': 646, 'm': 1836, 'k_avg': 5.684210526315789, 'intersection_count': 568, 'streets_per_node_avg': 2.928792569659443, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 458, 4: 110}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12074303405572756, 2: 0.0, 3: 0.7089783281733746, 4: 0.17027863777089783}, 'edge_length_total': 363346.55199999956, 'edge_length_avg': 197.90117211328953, 'street_length_total': 182231.10700000013, 'street_length_avg': 195.52693884120185, 'street_segments_count': 932, 'node_density_km': 10.597170161681007, 'intersection_density_km': 9.317635683954817, 'edge_density_km': 5960.441546755529, 'street_density_km': 2989.3715938552637, 'circuity_avg': 1.0307624551993022, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0307624551993022\n", - "3311\n", - "16982686.870471697\n", - "{'n': 126, 'm': 318, 'k_avg': 5.0476190476190474, 'intersection_count': 99, 'streets_per_node_avg': 2.6746031746031744, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 86, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21428571428571427, 2: 0.0, 3: 0.6825396825396826, 4: 0.10317460317460317}, 'edge_length_total': 81166.91999999993, 'edge_length_avg': 255.2418867924526, 'street_length_total': 40583.46000000001, 'street_length_avg': 255.24188679245287, 'street_segments_count': 159, 'node_density_km': 7.419320685885103, 'intersection_density_km': 5.829466253195438, 'edge_density_km': 4779.392131472863, 'street_density_km': 2389.6960657364343, 'circuity_avg': 1.0270121621030317, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0270121621030317\n", - "3312\n", - "9984377.253484463\n", - "{'n': 250, 'm': 580, 'k_avg': 4.64, 'intersection_count': 171, 'streets_per_node_avg': 2.416, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 159, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.316, 2: 0.0, 3: 0.636, 4: 0.048}, 'edge_length_total': 74640.88000000006, 'edge_length_avg': 128.69117241379323, 'street_length_total': 37320.43999999999, 'street_length_avg': 128.69117241379305, 'street_segments_count': 290, 'node_density_km': 25.039117979316345, 'intersection_density_km': 17.126756697852382, 'edge_density_km': 7475.7672015999815, 'street_density_km': 3737.8836007999867, 'circuity_avg': 1.1009450539308303, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1009450539308303\n", - "3313\n", - "6991281.887663186\n", - "{'n': 323, 'm': 805, 'k_avg': 4.984520123839009, 'intersection_count': 270, 'streets_per_node_avg': 2.7739938080495357, 'streets_per_node_counts': {0: 0, 1: 53, 2: 1, 3: 237, 4: 30, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16408668730650156, 2: 0.0030959752321981426, 3: 0.7337461300309598, 4: 0.09287925696594428, 5: 0.006191950464396285}, 'edge_length_total': 79521.2440000002, 'edge_length_avg': 98.78415403726733, 'street_length_total': 45129.592000000004, 'street_length_avg': 104.22538568129332, 'street_segments_count': 433, 'node_density_km': 46.2003971789445, 'intersection_density_km': 38.61952705360686, 'edge_density_km': 11374.343829609183, 'street_density_km': 6455.124070971258, 'circuity_avg': 1.0517272953850803, 'self_loop_proportion': 0.002484472049689441, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0517272953850803\n", - "3314\n", - "3995506.74896924\n", - "{'n': 35, 'm': 78, 'k_avg': 4.457142857142857, 'intersection_count': 27, 'streets_per_node_avg': 2.6285714285714286, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 24, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22857142857142856, 2: 0.0, 3: 0.6857142857142857, 4: 0.08571428571428572}, 'edge_length_total': 18217.324999999993, 'edge_length_avg': 233.55544871794862, 'street_length_total': 10028.211000000003, 'street_length_avg': 233.21420930232566, 'street_segments_count': 43, 'node_density_km': 8.759840040072337, 'intersection_density_km': 6.757590888055803, 'edge_density_km': 4559.452941657449, 'street_density_km': 2509.8721213741105, 'circuity_avg': 1.0437485580057633, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0437485580057633\n", - "3315\n", - "44930424.964123264\n", - "{'n': 3947, 'm': 10424, 'k_avg': 5.281986318723081, 'intersection_count': 3118, 'streets_per_node_avg': 2.7367620977957943, 'streets_per_node_counts': {0: 0, 1: 829, 2: 1, 3: 2501, 4: 612, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21003293640739804, 2: 0.0002533569799847986, 3: 0.6336458069419812, 4: 0.15505447175069673, 5: 0.0010134279199391944}, 'edge_length_total': 951760.187000001, 'edge_length_avg': 91.3046994435918, 'street_length_total': 484793.8199999997, 'street_length_avg': 90.76836173001305, 'street_segments_count': 5341, 'node_density_km': 87.84693229925293, 'intersection_density_km': 69.39618315405895, 'edge_density_km': 21182.977631749025, 'street_density_km': 10789.87835942138, 'circuity_avg': 1.072547446928444, 'self_loop_proportion': 0.0030698388334612432, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072547446928444\n", - "3316\n", - "4991170.531784078\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 82, 'm': 200, 'k_avg': 4.878048780487805, 'intersection_count': 60, 'streets_per_node_avg': 2.548780487804878, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 53, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2682926829268293, 2: 0.0, 3: 0.6463414634146342, 4: 0.08536585365853659}, 'edge_length_total': 44727.79800000005, 'edge_length_avg': 223.63899000000026, 'street_length_total': 22363.898999999998, 'street_length_avg': 223.63898999999998, 'street_segments_count': 100, 'node_density_km': 16.429011887656213, 'intersection_density_km': 12.021228210480155, 'edge_density_km': 8961.38445183764, 'street_density_km': 4480.692225918815, 'circuity_avg': 1.02844591377085, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.02844591377085\n", - "3317\n", - "3993403.7471522186\n", - "{'n': 176, 'm': 494, 'k_avg': 5.613636363636363, 'intersection_count': 162, 'streets_per_node_avg': 3.215909090909091, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 97, 4: 64, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07954545454545454, 2: 0.0, 3: 0.5511363636363636, 4: 0.36363636363636365, 5: 0.005681818181818182}, 'edge_length_total': 46796.97999999998, 'edge_length_avg': 94.73072874493923, 'street_length_total': 26226.962000000007, 'street_length_avg': 96.0694578754579, 'street_segments_count': 273, 'node_density_km': 44.07267863298555, 'intersection_density_km': 40.56689737808897, 'edge_density_km': 11718.569662126427, 'street_density_km': 6567.570839463206, 'circuity_avg': 1.0606065546332997, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0606065546332997\n", - "3318\n", - "11981952.560931694\n", - "{'n': 337, 'm': 942, 'k_avg': 5.5905044510385755, 'intersection_count': 299, 'streets_per_node_avg': 2.9910979228486645, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 227, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11275964391691394, 2: 0.0, 3: 0.6735905044510386, 4: 0.21068249258160238, 5: 0.002967359050445104}, 'edge_length_total': 180590.9240000004, 'edge_length_avg': 191.71011040339747, 'street_length_total': 90426.94899999998, 'street_length_avg': 189.57431656184482, 'street_segments_count': 477, 'node_density_km': 28.12563297060788, 'intersection_density_km': 24.954196611904322, 'edge_density_km': 15071.911116459803, 'street_density_km': 7546.929312242958, 'circuity_avg': 1.0420964969294126, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0420964969294126\n", - "3319\n", - "11996525.569864595\n", - "{'n': 127, 'm': 302, 'k_avg': 4.755905511811024, 'intersection_count': 96, 'streets_per_node_avg': 2.5984251968503935, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 85, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2440944881889764, 2: 0.0, 3: 0.6692913385826772, 4: 0.08661417322834646}, 'edge_length_total': 66306.61999999994, 'edge_length_avg': 219.5583443708607, 'street_length_total': 33153.30999999998, 'street_length_avg': 219.55834437086082, 'street_segments_count': 151, 'node_density_km': 10.58639847515729, 'intersection_density_km': 8.002316957599213, 'edge_density_km': 5527.151975282151, 'street_density_km': 2763.575987641077, 'circuity_avg': 1.0664301050476608, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0664301050476608\n", - "3320\n", - "4994617.273949101\n", - "{'n': 131, 'm': 334, 'k_avg': 5.099236641221374, 'intersection_count': 96, 'streets_per_node_avg': 2.5801526717557253, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 81, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26717557251908397, 2: 0.0, 3: 0.6183206106870229, 4: 0.11450381679389313}, 'edge_length_total': 45486.59399999994, 'edge_length_avg': 136.18740718562856, 'street_length_total': 22743.297000000002, 'street_length_avg': 136.18740718562876, 'street_segments_count': 167, 'node_density_km': 26.228235881709924, 'intersection_density_km': 19.220691943848493, 'edge_density_km': 9107.123029676104, 'street_density_km': 4553.561514838058, 'circuity_avg': 1.0535641717934008, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535641717934008\n", - "3321\n", - "5995024.46992855\n", - "{'n': 89, 'm': 210, 'k_avg': 4.719101123595506, 'intersection_count': 78, 'streets_per_node_avg': 3.101123595505618, 'streets_per_node_counts': {0: 0, 1: 11, 2: 1, 3: 49, 4: 25, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12359550561797752, 2: 0.011235955056179775, 3: 0.550561797752809, 4: 0.2808988764044944, 5: 0.02247191011235955, 6: 0.011235955056179775}, 'edge_length_total': 38900.59100000003, 'edge_length_avg': 185.24090952380968, 'street_length_total': 23457.119, 'street_length_avg': 181.83813178294574, 'street_segments_count': 129, 'node_density_km': 14.845644158156494, 'intersection_density_km': 13.010789262204568, 'edge_density_km': 6488.81271379759, 'street_density_km': 3912.7645129160865, 'circuity_avg': 1.038920914016258, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038920914016258\n", - "3322\n", - "3997806.5623479374\n", - "{'n': 208, 'm': 581, 'k_avg': 5.586538461538462, 'intersection_count': 192, 'streets_per_node_avg': 3.173076923076923, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 125, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07692307692307693, 2: 0.0, 3: 0.6009615384615384, 4: 0.3173076923076923, 5: 0.004807692307692308}, 'edge_length_total': 62471.985999999975, 'edge_length_avg': 107.52493287435452, 'street_length_total': 35121.26999999998, 'street_length_avg': 109.07226708074529, 'street_segments_count': 322, 'node_density_km': 52.028530334354215, 'intersection_density_km': 48.02633569325005, 'edge_density_km': 15626.565474270916, 'street_density_km': 8785.134911423287, 'circuity_avg': 1.0411357345805794, 'self_loop_proportion': 0.0034423407917383822, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0411357345805794\n", - "3323\n", - "36953290.53251852\n", - "{'n': 1112, 'm': 3068, 'k_avg': 5.517985611510792, 'intersection_count': 918, 'streets_per_node_avg': 2.79226618705036, 'streets_per_node_counts': {0: 0, 1: 194, 2: 0, 3: 761, 4: 157}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17446043165467626, 2: 0.0, 3: 0.6843525179856115, 4: 0.14118705035971224}, 'edge_length_total': 451297.0379999997, 'edge_length_avg': 147.0981219035201, 'street_length_total': 226104.40200000038, 'street_length_avg': 147.20338671875024, 'street_segments_count': 1536, 'node_density_km': 30.092042791735995, 'intersection_density_km': 24.842172016918745, 'edge_density_km': 12212.63469359685, 'street_density_km': 6118.654083079037, 'circuity_avg': 1.0539616737447446, 'self_loop_proportion': 0.000651890482398957, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0539616737447446\n", - "3324\n", - "36960790.252315424\n", - "{'n': 1592, 'm': 4042, 'k_avg': 5.077889447236181, 'intersection_count': 1247, 'streets_per_node_avg': 2.6991206030150754, 'streets_per_node_counts': {0: 0, 1: 345, 2: 0, 3: 1037, 4: 209, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21670854271356785, 2: 0.0, 3: 0.6513819095477387, 4: 0.13128140703517588, 5: 0.000628140703517588}, 'edge_length_total': 477718.4569999992, 'edge_length_avg': 118.18863359722889, 'street_length_total': 247126.98400000014, 'street_length_avg': 116.90018164616846, 'street_segments_count': 2114, 'node_density_km': 43.07267212448923, 'intersection_density_km': 33.738456117611854, 'edge_density_km': 12925.006574232331, 'street_density_km': 6686.19318778009, 'circuity_avg': 1.0638273980434552, 'self_loop_proportion': 0.0009896091044037606, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0638273980434552\n", - "3325\n", - "16974342.281530194\n", - "{'n': 29, 'm': 62, 'k_avg': 4.275862068965517, 'intersection_count': 18, 'streets_per_node_avg': 2.2758620689655173, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 17, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3793103448275862, 2: 0.0, 3: 0.5862068965517241, 4: 0.034482758620689655}, 'edge_length_total': 24824.672000000006, 'edge_length_avg': 400.39793548387104, 'street_length_total': 12412.336, 'street_length_avg': 400.3979354838709, 'street_segments_count': 31, 'node_density_km': 1.7084608946265294, 'intersection_density_km': 1.0604240035612942, 'edge_density_km': 1462.482114963109, 'street_density_km': 731.2410574815543, 'circuity_avg': 1.0657652958410178, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0657652958410178\n", - "3326\n", - "29972104.357610866\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2064, 'm': 5395, 'k_avg': 5.227713178294573, 'intersection_count': 1678, 'streets_per_node_avg': 2.756782945736434, 'streets_per_node_counts': {0: 0, 1: 386, 2: 1, 3: 1412, 4: 259, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.187015503875969, 2: 0.00048449612403100775, 3: 0.6841085271317829, 4: 0.125484496124031, 5: 0.0029069767441860465}, 'edge_length_total': 506243.2740000009, 'edge_length_avg': 93.83563929564428, 'street_length_total': 276961.10899999953, 'street_length_avg': 98.63287357549841, 'street_segments_count': 2808, 'node_density_km': 68.8640335484447, 'intersection_density_km': 55.98539161545067, 'edge_density_km': 16890.481494384952, 'street_density_km': 9240.629409782177, 'circuity_avg': 1.058180669339488, 'self_loop_proportion': 0.0011121408711770157, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058180669339488\n", - "3327\n", - "1997236.594431974\n", - "{'n': 30, 'm': 66, 'k_avg': 4.4, 'intersection_count': 22, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 21, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26666666666666666, 2: 0.0, 3: 0.7, 4: 0.03333333333333333}, 'edge_length_total': 10116.877999999997, 'edge_length_avg': 153.28603030303026, 'street_length_total': 5058.4389999999985, 'street_length_avg': 153.28603030303026, 'street_segments_count': 33, 'node_density_km': 15.020754217920876, 'intersection_density_km': 11.015219759808643, 'edge_density_km': 5065.437929689696, 'street_density_km': 2532.718964844848, 'circuity_avg': 1.078361529085408, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078361529085408\n", - "3328\n", - "10980453.026691107\n", - "{'n': 873, 'm': 2199, 'k_avg': 5.037800687285223, 'intersection_count': 668, 'streets_per_node_avg': 2.623138602520046, 'streets_per_node_counts': {0: 0, 1: 205, 2: 0, 3: 589, 4: 77, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23482245131729668, 2: 0.0, 3: 0.6746849942726232, 4: 0.0882016036655212, 5: 0.002290950744558992}, 'edge_length_total': 239652.33400000026, 'edge_length_avg': 108.98241655297875, 'street_length_total': 120286.53500000006, 'street_length_avg': 108.75816907775774, 'street_segments_count': 1106, 'node_density_km': 79.50491640717608, 'intersection_density_km': 60.83537704466623, 'edge_density_km': 21825.359428928594, 'street_density_km': 10954.605853475217, 'circuity_avg': 1.1086171385070334, 'self_loop_proportion': 0.0036380172805820826, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1086171385070334\n", - "3329\n", - "998699.0990358964\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 4, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1766.8980000000001, 'edge_length_avg': 294.483, 'street_length_total': 883.4490000000001, 'street_length_avg': 294.483, 'street_segments_count': 3, 'node_density_km': 4.005210382047443, 'intersection_density_km': 4.005210382047443, 'edge_density_km': 1769.199553404716, 'street_density_km': 884.599776702358, 'circuity_avg': 1.4212901684324104, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4212901684324104\n", - "3330\n", - "5989482.172440016\n", - "{'n': 60, 'm': 140, 'k_avg': 4.666666666666667, 'intersection_count': 44, 'streets_per_node_avg': 2.5166666666666666, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 41, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26666666666666666, 2: 0.0, 3: 0.6833333333333333, 4: 0.05}, 'edge_length_total': 41843.13599999999, 'edge_length_avg': 298.8795428571428, 'street_length_total': 20921.567999999996, 'street_length_avg': 298.8795428571428, 'street_segments_count': 70, 'node_density_km': 10.01756049564415, 'intersection_density_km': 7.346211030139043, 'edge_density_km': 6986.102436791091, 'street_density_km': 3493.0512183955457, 'circuity_avg': 1.3266426277342764, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3266426277342764\n", - "3331\n", - "3993977.7676410577\n", - "{'n': 75, 'm': 174, 'k_avg': 4.64, 'intersection_count': 60, 'streets_per_node_avg': 2.68, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 54, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.72, 4: 0.08}, 'edge_length_total': 51286.27499999998, 'edge_length_avg': 294.7487068965516, 'street_length_total': 25843.418000000005, 'street_length_avg': 293.6752045454546, 'street_segments_count': 88, 'node_density_km': 18.778271778988106, 'intersection_density_km': 15.022617423190486, 'edge_density_km': 12840.901473092306, 'street_density_km': 6470.596358693245, 'circuity_avg': 1.4084606753380102, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4084606753380102\n", - "3332\n", - "5996967.446748732\n", - "{'n': 267, 'm': 716, 'k_avg': 5.3632958801498125, 'intersection_count': 231, 'streets_per_node_avg': 2.831460674157303, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 206, 4: 23, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1348314606741573, 2: 0.0, 3: 0.7715355805243446, 4: 0.08614232209737828, 5: 0.00749063670411985}, 'edge_length_total': 94101.25299999981, 'edge_length_avg': 131.42633100558632, 'street_length_total': 48481.78700000004, 'street_length_avg': 131.3869566395665, 'street_segments_count': 369, 'node_density_km': 44.52250281010856, 'intersection_density_km': 38.519468723352354, 'edge_density_km': 15691.473037929694, 'street_density_km': 8084.383887440399, 'circuity_avg': 1.0762294952868525, 'self_loop_proportion': 0.00558659217877095, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0762294952868525\n", - "3333\n", - "6990232.522047404\n", - "{'n': 136, 'm': 385, 'k_avg': 5.661764705882353, 'intersection_count': 126, 'streets_per_node_avg': 3.0220588235294117, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 104, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07352941176470588, 2: 0.0, 3: 0.7647058823529411, 4: 0.15441176470588236, 5: 0.007352941176470588}, 'edge_length_total': 55169.139, 'edge_length_avg': 143.29646493506493, 'street_length_total': 30007.46000000002, 'street_length_avg': 150.0373000000001, 'street_segments_count': 200, 'node_density_km': 19.45571904383036, 'intersection_density_km': 18.025151467078125, 'edge_density_km': 7892.318149073707, 'street_density_km': 4292.769933668957, 'circuity_avg': 1.0794764870031646, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0794764870031646\n", - "3334\n", - "27955114.80706824\n", - "{'n': 351, 'm': 992, 'k_avg': 5.652421652421652, 'intersection_count': 309, 'streets_per_node_avg': 2.9544159544159543, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 241, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11965811965811966, 2: 0.0, 3: 0.6866096866096866, 4: 0.19373219373219372}, 'edge_length_total': 253481.98200000016, 'edge_length_avg': 255.52619153225822, 'street_length_total': 126740.99100000005, 'street_length_avg': 255.52619153225817, 'street_segments_count': 496, 'node_density_km': 12.555841835113918, 'intersection_density_km': 11.053433410399434, 'edge_density_km': 9067.463458812523, 'street_density_km': 4533.7317294062605, 'circuity_avg': 1.0510670672543696, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0510670672543696\n", - "3335\n", - "3993015.641998588\n", - "{'n': 16, 'm': 36, 'k_avg': 4.5, 'intersection_count': 13, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 11, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.6875, 4: 0.125}, 'edge_length_total': 11710.766, 'edge_length_avg': 325.2990555555555, 'street_length_total': 5855.383, 'street_length_avg': 325.2990555555555, 'street_segments_count': 18, 'node_density_km': 4.006996574646942, 'intersection_density_km': 3.2556847169006398, 'edge_density_km': 2932.8124530307414, 'street_density_km': 1466.4062265153707, 'circuity_avg': 1.103920794208181, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.103920794208181\n", - "3336\n", - "18965559.843475472\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 393, 'm': 915, 'k_avg': 4.656488549618321, 'intersection_count': 283, 'streets_per_node_avg': 2.50381679389313, 'streets_per_node_counts': {0: 0, 1: 110, 2: 0, 3: 258, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27989821882951654, 2: 0.0, 3: 0.6564885496183206, 4: 0.06361323155216285}, 'edge_length_total': 159991.51999999984, 'edge_length_avg': 174.85412021857906, 'street_length_total': 86785.295, 'street_length_avg': 181.55919456066945, 'street_segments_count': 478, 'node_density_km': 20.721771634661224, 'intersection_density_km': 14.921784663127548, 'edge_density_km': 8435.897559598807, 'street_density_km': 4575.941639279152, 'circuity_avg': 1.054022094754299, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054022094754299\n", - "3337\n", - "12982260.418127686\n", - "{'n': 215, 'm': 562, 'k_avg': 5.227906976744186, 'intersection_count': 170, 'streets_per_node_avg': 2.6790697674418604, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 149, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20930232558139536, 2: 0.0, 3: 0.6930232558139535, 4: 0.09767441860465116}, 'edge_length_total': 104225.15399999997, 'edge_length_avg': 185.4540106761565, 'street_length_total': 52112.57700000002, 'street_length_avg': 185.45401067615666, 'street_segments_count': 281, 'node_density_km': 16.561060483718713, 'intersection_density_km': 13.094792010382239, 'edge_density_km': 8028.274787529753, 'street_density_km': 4014.137393764879, 'circuity_avg': 1.0241069123130602, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0241069123130602\n", - "3338\n", - "6992193.780365173\n", - "{'n': 98, 'm': 256, 'k_avg': 5.224489795918367, 'intersection_count': 75, 'streets_per_node_avg': 2.683673469387755, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 60, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23469387755102042, 2: 0.0, 3: 0.6122448979591837, 4: 0.15306122448979592}, 'edge_length_total': 46075.276000000005, 'edge_length_avg': 179.98154687500002, 'street_length_total': 23037.638, 'street_length_avg': 179.981546875, 'street_segments_count': 128, 'node_density_km': 14.015629869297168, 'intersection_density_km': 10.726247348951915, 'edge_density_km': 6589.530760629705, 'street_density_km': 3294.765380314852, 'circuity_avg': 1.02907924651151, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.02907924651151\n", - "3339\n", - "8988702.93117905\n", - "{'n': 153, 'm': 404, 'k_avg': 5.281045751633987, 'intersection_count': 124, 'streets_per_node_avg': 2.7712418300653594, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 101, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1895424836601307, 2: 0.0, 3: 0.6601307189542484, 4: 0.1503267973856209}, 'edge_length_total': 80510.06999999983, 'edge_length_avg': 199.2823514851481, 'street_length_total': 40255.035, 'street_length_avg': 199.28235148514852, 'street_segments_count': 202, 'node_density_km': 17.021365726671196, 'intersection_density_km': 13.795093791550512, 'edge_density_km': 8956.806183986248, 'street_density_km': 4478.403091993134, 'circuity_avg': 1.0417616946130626, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0417616946130626\n", - "3340\n", - "19967349.792148765\n", - "{'n': 1353, 'm': 3402, 'k_avg': 5.028824833702883, 'intersection_count': 1033, 'streets_per_node_avg': 2.606060606060606, 'streets_per_node_counts': {0: 0, 1: 320, 2: 1, 3: 924, 4: 108}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23651145602365115, 2: 0.0007390983000739098, 3: 0.6829268292682927, 4: 0.07982261640798226}, 'edge_length_total': 325838.0490000002, 'edge_length_avg': 95.77838007054679, 'street_length_total': 165068.65500000035, 'street_length_avg': 95.36028596187195, 'street_segments_count': 1731, 'node_density_km': 67.76061991621965, 'intersection_density_km': 51.73445703876933, 'edge_density_km': 16318.542640452008, 'street_density_km': 8266.928596848938, 'circuity_avg': 1.1125177170792488, 'self_loop_proportion': 0.0011757789535567313, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1125177170792488\n", - "3341\n", - "24992792.034394342\n", - "{'n': 983, 'm': 2518, 'k_avg': 5.123092573753815, 'intersection_count': 839, 'streets_per_node_avg': 2.8118006103763986, 'streets_per_node_counts': {0: 0, 1: 144, 2: 1, 3: 739, 4: 94, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14649033570701933, 2: 0.001017293997965412, 3: 0.7517802644964394, 4: 0.09562563580874874, 5: 0.00508646998982706}, 'edge_length_total': 309539.9379999998, 'edge_length_avg': 122.93087291501183, 'street_length_total': 166073.22600000008, 'street_length_avg': 124.39942022471917, 'street_segments_count': 1335, 'node_density_km': 39.33133995782562, 'intersection_density_km': 33.56967876359684, 'edge_density_km': 12385.168394712367, 'street_density_km': 6644.844872531849, 'circuity_avg': 1.0694484595008378, 'self_loop_proportion': 0.0015885623510722795, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0694484595008378\n", - "3342\n", - "5991076.168050743\n", - "{'n': 204, 'm': 446, 'k_avg': 4.372549019607843, 'intersection_count': 146, 'streets_per_node_avg': 2.5049019607843137, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 132, 4: 13, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28431372549019607, 2: 0.0, 3: 0.6470588235294118, 4: 0.06372549019607843, 5: 0.004901960784313725}, 'edge_length_total': 58795.546000000046, 'edge_length_avg': 131.82857847533643, 'street_length_total': 32116.97699999998, 'street_length_avg': 132.71478099173547, 'street_segments_count': 242, 'node_density_km': 34.05064370369597, 'intersection_density_km': 24.36957833695888, 'edge_density_km': 9813.853863775825, 'street_density_km': 5360.80265032744, 'circuity_avg': 1.0813403736687954, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0813403736687954\n", - "3343\n", - "22968715.597909953\n", - "{'n': 55, 'm': 136, 'k_avg': 4.945454545454545, 'intersection_count': 47, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 42, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14545454545454545, 2: 0.0, 3: 0.7636363636363637, 4: 0.09090909090909091}, 'edge_length_total': 18757.724, 'edge_length_avg': 137.92444117647057, 'street_length_total': 9378.862000000003, 'street_length_avg': 137.92444117647062, 'street_segments_count': 68, 'node_density_km': 2.3945614096508185, 'intersection_density_km': 2.046261568247063, 'edge_density_km': 816.664036786927, 'street_density_km': 408.33201839346367, 'circuity_avg': 1.0179267335297453, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0179267335297453\n", - "3344\n", - "15991918.622613834\n", - "{'n': 1527, 'm': 3862, 'k_avg': 5.058284217419778, 'intersection_count': 1205, 'streets_per_node_avg': 2.6574983628028814, 'streets_per_node_counts': {0: 0, 1: 322, 2: 0, 3: 1090, 4: 110, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2108709888670596, 2: 0.0, 3: 0.7138179436804192, 4: 0.07203667321545514, 5: 0.0026195153896529143, 6: 0.0006548788474132286}, 'edge_length_total': 394684.8960000005, 'edge_length_avg': 102.19702123252213, 'street_length_total': 208908.75200000004, 'street_length_avg': 104.8738714859438, 'street_segments_count': 1992, 'node_density_km': 95.48572851294414, 'intersection_density_km': 75.35055851872801, 'edge_density_km': 24680.2716618308, 'street_density_km': 13063.395139128996, 'circuity_avg': 1.1186074912594246, 'self_loop_proportion': 0.01294665976178146, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1186074912594246\n", - "3345\n", - "70895614.05631584\n", - "{'n': 5760, 'm': 15457, 'k_avg': 5.367013888888889, 'intersection_count': 5345, 'streets_per_node_avg': 3.048611111111111, 'streets_per_node_counts': {0: 0, 1: 415, 2: 1, 3: 4268, 4: 1042, 5: 33, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0720486111111111, 2: 0.00017361111111111112, 3: 0.7409722222222223, 4: 0.18090277777777777, 5: 0.005729166666666666, 6: 0.00017361111111111112}, 'edge_length_total': 1326267.5619999953, 'edge_length_avg': 85.80368519117522, 'street_length_total': 751359.5229999996, 'street_length_avg': 86.64201141605162, 'street_segments_count': 8672, 'node_density_km': 81.24621073772704, 'intersection_density_km': 75.39253409603317, 'edge_density_km': 18707.32879112206, 'street_density_km': 10598.11009469723, 'circuity_avg': 1.0475068026018273, 'self_loop_proportion': 0.0015526945720385585, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0475068026018273\n", - "3346\n", - "4990953.276781221\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 26, 'm': 58, 'k_avg': 4.461538461538462, 'intersection_count': 19, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 18, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2692307692307692, 2: 0.0, 3: 0.6923076923076923, 4: 0.038461538461538464}, 'edge_length_total': 14503.195999999996, 'edge_length_avg': 250.0551034482758, 'street_length_total': 7251.598, 'street_length_avg': 250.05510344827587, 'street_segments_count': 29, 'node_density_km': 5.20942564639034, 'intersection_density_km': 3.806887972362172, 'edge_density_km': 2905.896969116376, 'street_density_km': 1452.9484845581883, 'circuity_avg': 1.2140873703133521, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2140873703133521\n", - "3347\n", - "10979610.764254857\n", - "{'n': 100, 'm': 288, 'k_avg': 5.76, 'intersection_count': 89, 'streets_per_node_avg': 2.94, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 73, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11, 2: 0.0, 3: 0.73, 4: 0.16}, 'edge_length_total': 72213.87000000004, 'edge_length_avg': 250.7426041666668, 'street_length_total': 36106.935, 'street_length_avg': 250.74260416666664, 'street_segments_count': 144, 'node_density_km': 9.107790990693339, 'intersection_density_km': 8.105933981717072, 'edge_density_km': 6577.088345891004, 'street_density_km': 3288.5441729454997, 'circuity_avg': 1.0435039452842323, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0435039452842323\n", - "3348\n", - "8987479.705792826\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 3.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.6666666666666666, 4: 0.3333333333333333}, 'edge_length_total': 7037.360000000001, 'edge_length_avg': 1759.3400000000001, 'street_length_total': 3518.6800000000003, 'street_length_avg': 1759.3400000000001, 'street_segments_count': 2, 'node_density_km': 0.3337976939259588, 'intersection_density_km': 0.3337976939259588, 'edge_density_km': 783.0181797755953, 'street_density_km': 391.50908988779764, 'circuity_avg': 1.0013387664613616, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0013387664613616\n", - "3349\n", - "4995461.58736865\n", - "{'n': 25, 'm': 64, 'k_avg': 5.12, 'intersection_count': 20, 'streets_per_node_avg': 2.64, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 19, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.76, 4: 0.04}, 'edge_length_total': 23246.850000000002, 'edge_length_avg': 363.23203125000003, 'street_length_total': 11623.425000000005, 'street_length_avg': 363.23203125000015, 'street_segments_count': 32, 'node_density_km': 5.004542535811731, 'intersection_density_km': 4.003634028649385, 'edge_density_km': 4653.593985945398, 'street_density_km': 2326.7969929726996, 'circuity_avg': 1.0731430945392817, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0731430945392817\n", - "3350\n", - "1983124666.4697356\n", - "error with entry 3350\n", - "3351\n", - "4992659.99651347\n", - "{'n': 72, 'm': 172, 'k_avg': 4.777777777777778, 'intersection_count': 57, 'streets_per_node_avg': 2.638888888888889, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 53, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20833333333333334, 2: 0.0, 3: 0.7361111111111112, 4: 0.05555555555555555}, 'edge_length_total': 35143.71000000003, 'edge_length_avg': 204.32389534883737, 'street_length_total': 17571.855, 'street_length_avg': 204.3238953488372, 'street_segments_count': 86, 'node_density_km': 14.42117028803881, 'intersection_density_km': 11.416759811364058, 'edge_density_km': 7039.075367547956, 'street_density_km': 3519.537683773975, 'circuity_avg': 1.1757469903308648, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1757469903308648\n", - "3352\n", - "2994766.7381485486\n", - "{'n': 97, 'm': 228, 'k_avg': 4.701030927835052, 'intersection_count': 69, 'streets_per_node_avg': 2.443298969072165, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 67, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28865979381443296, 2: 0.0, 3: 0.6907216494845361, 4: 0.020618556701030927}, 'edge_length_total': 27088.626000000004, 'edge_length_avg': 118.80976315789475, 'street_length_total': 13544.313000000002, 'street_length_avg': 118.80976315789475, 'street_segments_count': 114, 'node_density_km': 32.38983482899513, 'intersection_density_km': 23.040191785573853, 'edge_density_km': 9045.320844169311, 'street_density_km': 4522.660422084656, 'circuity_avg': 1.0789670184134255, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0789670184134255\n", - "3353\n", - "23993465.031855285\n", - "error with entry 3353\n", - "3354\n", - "38944320.66867323\n", - "{'n': 2729, 'm': 6685, 'k_avg': 4.899230487358007, 'intersection_count': 2045, 'streets_per_node_avg': 2.5800659582264567, 'streets_per_node_counts': {0: 0, 1: 684, 2: 1, 3: 1822, 4: 221, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2506412605349945, 2: 0.00036643459142543056, 3: 0.6676438255771345, 4: 0.08098204470502016, 5: 0.00036643459142543056}, 'edge_length_total': 662974.847999998, 'edge_length_avg': 99.17350007479402, 'street_length_total': 342008.0699999998, 'street_length_avg': 98.70362770562764, 'street_segments_count': 3465, 'node_density_km': 70.07440245825637, 'intersection_density_km': 52.51086589488247, 'edge_density_km': 17023.659332522242, 'street_density_km': 8781.975500605167, 'circuity_avg': 1.0697586524425817, 'self_loop_proportion': 0.0029917726252804786, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0697586524425817\n", - "3355\n", - "12977038.259438323\n", - "{'n': 462, 'm': 1139, 'k_avg': 4.93073593073593, 'intersection_count': 345, 'streets_per_node_avg': 2.5844155844155843, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 303, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2532467532467532, 2: 0.0, 3: 0.6558441558441559, 4: 0.09090909090909091}, 'edge_length_total': 107228.19299999994, 'edge_length_avg': 94.14239947322207, 'street_length_total': 53765.10900000001, 'street_length_avg': 93.50453739130437, 'street_segments_count': 575, 'node_density_km': 35.601343755304335, 'intersection_density_km': 26.58541903805194, 'edge_density_km': 8262.917227820597, 'street_density_km': 4143.095514178371, 'circuity_avg': 1.049505432247549, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049505432247549\n", - "3356\n", - "23970975.393615544\n", - "{'n': 319, 'm': 772, 'k_avg': 4.84012539184953, 'intersection_count': 213, 'streets_per_node_avg': 2.498432601880878, 'streets_per_node_counts': {0: 0, 1: 106, 2: 0, 3: 161, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3322884012539185, 2: 0.0, 3: 0.5047021943573667, 4: 0.16300940438871472}, 'edge_length_total': 165970.8319999998, 'edge_length_avg': 214.98812435233134, 'street_length_total': 82985.41600000006, 'street_length_avg': 214.98812435233174, 'street_segments_count': 386, 'node_density_km': 13.307760521291213, 'intersection_density_km': 8.885746053401343, 'edge_density_km': 6923.824720299227, 'street_density_km': 3461.9123601496203, 'circuity_avg': 1.0613711642169799, 'self_loop_proportion': 0.0025906735751295338, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0613711642169799\n", - "3357\n", - "14987617.711418534\n", - "{'n': 1663, 'm': 4300, 'k_avg': 5.171377029464822, 'intersection_count': 1273, 'streets_per_node_avg': 2.619362597714973, 'streets_per_node_counts': {0: 0, 1: 390, 2: 0, 3: 1127, 4: 145, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23451593505712567, 2: 0.0, 3: 0.677690920024053, 4: 0.08719182200841852, 5: 0.0006013229104028864}, 'edge_length_total': 327935.68200000003, 'edge_length_avg': 76.26411209302326, 'street_length_total': 163967.8410000002, 'street_length_avg': 76.26411209302334, 'street_segments_count': 2150, 'node_density_km': 110.95826114733494, 'intersection_density_km': 84.93678078205495, 'edge_density_km': 21880.440795481292, 'street_density_km': 10940.220397740657, 'circuity_avg': 1.0497074469266716, 'self_loop_proportion': 0.0013953488372093023, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0497074469266716\n", - "3358\n", - "17985856.632096335\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 720, 'm': 1935, 'k_avg': 5.375, 'intersection_count': 672, 'streets_per_node_avg': 3.1430555555555557, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 481, 4: 183, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06666666666666667, 2: 0.0, 3: 0.6680555555555555, 4: 0.25416666666666665, 5: 0.011111111111111112}, 'edge_length_total': 245278.34000000003, 'edge_length_avg': 126.75883204134368, 'street_length_total': 139317.5779999999, 'street_length_avg': 125.39836003600351, 'street_segments_count': 1111, 'node_density_km': 40.031454421533475, 'intersection_density_km': 37.36269079343124, 'edge_density_km': 13637.289844860266, 'street_density_km': 7745.951769201986, 'circuity_avg': 1.024595184857091, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024595184857091\n", - "3359\n", - "9984860.076232048\n", - "{'n': 113, 'm': 310, 'k_avg': 5.486725663716814, 'intersection_count': 98, 'streets_per_node_avg': 2.9292035398230087, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 76, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13274336283185842, 2: 0.0, 3: 0.672566371681416, 4: 0.19469026548672566}, 'edge_length_total': 60011.98800000003, 'edge_length_avg': 193.5870580645162, 'street_length_total': 30005.994000000002, 'street_length_avg': 193.58705806451616, 'street_segments_count': 155, 'node_density_km': 11.317134054685964, 'intersection_density_km': 9.814859622648004, 'edge_density_km': 6010.298345877927, 'street_density_km': 3005.1491729389622, 'circuity_avg': 1.0207326225823692, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0207326225823692\n", - "3360\n", - "49959835.62409198\n", - "{'n': 2050, 'm': 5457, 'k_avg': 5.3239024390243905, 'intersection_count': 1817, 'streets_per_node_avg': 2.931219512195122, 'streets_per_node_counts': {0: 0, 1: 233, 2: 0, 3: 1499, 4: 311, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11365853658536586, 2: 0.0, 3: 0.7312195121951219, 4: 0.15170731707317073, 5: 0.0034146341463414634}, 'edge_length_total': 642135.3659999986, 'edge_length_avg': 117.67186476085736, 'street_length_total': 362526.9229999991, 'street_length_avg': 122.84883869874588, 'street_segments_count': 2951, 'node_density_km': 41.03296126561783, 'intersection_density_km': 36.36921493640371, 'edge_density_km': 12853.03200017623, 'street_density_km': 7256.3674093671125, 'circuity_avg': 1.0750059067142623, 'self_loop_proportion': 0.0014660069635330768, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0750059067142623\n", - "3361\n", - "6990537.11071003\n", - "{'n': 97, 'm': 246, 'k_avg': 5.072164948453608, 'intersection_count': 81, 'streets_per_node_avg': 2.752577319587629, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 73, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16494845360824742, 2: 0.0, 3: 0.7525773195876289, 4: 0.08247422680412371}, 'edge_length_total': 56543.19999999999, 'edge_length_avg': 229.850406504065, 'street_length_total': 28271.599999999995, 'street_length_avg': 229.850406504065, 'street_segments_count': 123, 'node_density_km': 13.875900873394789, 'intersection_density_km': 11.58709248190699, 'edge_density_km': 8088.534415098311, 'street_density_km': 4044.2672075491555, 'circuity_avg': 1.1942012937174764, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1942012937174764\n", - "3362\n", - "8985399.819613833\n", - "{'n': 286, 'm': 718, 'k_avg': 5.020979020979021, 'intersection_count': 217, 'streets_per_node_avg': 2.5734265734265733, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 201, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24125874125874125, 2: 0.0, 3: 0.7027972027972028, 4: 0.055944055944055944}, 'edge_length_total': 103437.80599999987, 'edge_length_avg': 144.06379665738143, 'street_length_total': 51718.90299999999, 'street_length_avg': 144.0637966573816, 'street_segments_count': 359, 'node_density_km': 31.8294127964905, 'intersection_density_km': 24.15028873020433, 'edge_density_km': 11511.764426354188, 'street_density_km': 5755.8822131771, 'circuity_avg': 1.0858586701008148, 'self_loop_proportion': 0.002785515320334262, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0858586701008148\n", - "3363\n", - "11979708.713832643\n", - "{'n': 472, 'm': 1375, 'k_avg': 5.826271186440678, 'intersection_count': 421, 'streets_per_node_avg': 2.9788135593220337, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 329, 4: 92}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10805084745762712, 2: 0.0, 3: 0.6970338983050848, 4: 0.19491525423728814}, 'edge_length_total': 185423.18199999986, 'edge_length_avg': 134.85322327272718, 'street_length_total': 93356.55300000001, 'street_length_avg': 134.51952881844383, 'street_segments_count': 694, 'node_density_km': 39.39995631571529, 'intersection_density_km': 35.14275764600877, 'edge_density_km': 15478.104387120595, 'street_density_km': 7792.890063529153, 'circuity_avg': 1.0959550810736, 'self_loop_proportion': 0.005818181818181818, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0959550810736\n", - "3364\n", - "11978134.343682205\n", - "{'n': 216, 'm': 586, 'k_avg': 5.425925925925926, 'intersection_count': 188, 'streets_per_node_avg': 2.8796296296296298, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 158, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12962962962962962, 2: 0.0, 3: 0.7314814814814815, 4: 0.1388888888888889}, 'edge_length_total': 119363.14700000007, 'edge_length_avg': 203.69137713310593, 'street_length_total': 61420.04899999995, 'street_length_avg': 201.3772098360654, 'street_segments_count': 305, 'node_density_km': 18.03285835693836, 'intersection_density_km': 15.695265606964867, 'edge_density_km': 9965.086680043578, 'street_density_km': 5127.680758764873, 'circuity_avg': 1.0233820625778232, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0233820625778232\n", - "3365\n", - "3994311.419040011\n", - "{'n': 105, 'm': 328, 'k_avg': 6.247619047619048, 'intersection_count': 100, 'streets_per_node_avg': 3.1904761904761907, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 70, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.047619047619047616, 2: 0.0, 3: 0.6666666666666666, 4: 0.2857142857142857}, 'edge_length_total': 54220.668, 'edge_length_avg': 165.30691463414632, 'street_length_total': 27110.334000000003, 'street_length_avg': 165.30691463414635, 'street_segments_count': 164, 'node_density_km': 26.287384478708372, 'intersection_density_km': 25.035604265436547, 'edge_density_km': 13574.471870556188, 'street_density_km': 6787.235935278095, 'circuity_avg': 1.0247355641005012, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0247355641005012\n", - "3366\n", - "18976062.141192436\n", - "{'n': 205, 'm': 530, 'k_avg': 5.170731707317073, 'intersection_count': 157, 'streets_per_node_avg': 2.6390243902439026, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 135, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23414634146341465, 2: 0.0, 3: 0.6585365853658537, 4: 0.1073170731707317}, 'edge_length_total': 108807.25999999982, 'edge_length_avg': 205.29671698113174, 'street_length_total': 54403.62999999999, 'street_length_avg': 205.29671698113205, 'street_segments_count': 265, 'node_density_km': 10.80308435304892, 'intersection_density_km': 8.273581675261855, 'edge_density_km': 5733.921990264018, 'street_density_km': 2866.9609951320135, 'circuity_avg': 1.0510468760578295, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0510468760578295\n", - "3367\n", - "4993057.975082124\n", - "{'n': 61, 'm': 136, 'k_avg': 4.459016393442623, 'intersection_count': 42, 'streets_per_node_avg': 2.4754098360655736, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 36, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3114754098360656, 2: 0.0, 3: 0.5901639344262295, 4: 0.09836065573770492}, 'edge_length_total': 25789.487999999994, 'edge_length_avg': 189.62858823529407, 'street_length_total': 12894.744, 'street_length_avg': 189.62858823529413, 'street_segments_count': 68, 'node_density_km': 12.216962091051366, 'intersection_density_km': 8.411678816789465, 'edge_density_km': 5165.068807272525, 'street_density_km': 2582.534403636263, 'circuity_avg': 1.0951231005335924, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0951231005335924\n", - "3368\n", - "3994074.589664343\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 58, 'm': 142, 'k_avg': 4.896551724137931, 'intersection_count': 41, 'streets_per_node_avg': 2.6206896551724137, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 29, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29310344827586204, 2: 0.0, 3: 0.5, 4: 0.20689655172413793}, 'edge_length_total': 24602.282000000014, 'edge_length_avg': 173.2555070422536, 'street_length_total': 12301.140999999996, 'street_length_avg': 173.25550704225347, 'street_segments_count': 71, 'node_density_km': 14.521511478551092, 'intersection_density_km': 10.265206390010254, 'edge_density_km': 6159.695180371571, 'street_density_km': 3079.847590185783, 'circuity_avg': 1.0340988299321352, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0340988299321352\n", - "3369\n", - "191879327.3618911\n", - "error with entry 3369\n", - "3370\n", - "24989437.649986673\n", - "{'n': 1015, 'm': 2757, 'k_avg': 5.432512315270936, 'intersection_count': 928, 'streets_per_node_avg': 3.0472906403940887, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 716, 4: 202, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08571428571428572, 2: 0.0, 3: 0.7054187192118226, 4: 0.19901477832512315, 5: 0.009852216748768473}, 'edge_length_total': 314428.9379999998, 'edge_length_avg': 114.0474929270946, 'street_length_total': 174626.03600000017, 'street_length_avg': 114.2840549738221, 'street_segments_count': 1528, 'node_density_km': 40.61716050663274, 'intersection_density_km': 37.13568960606422, 'edge_density_km': 12582.473539582332, 'street_density_km': 6987.993825467029, 'circuity_avg': 1.095387943870861, 'self_loop_proportion': 0.0007254261878853826, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.095387943870861\n", - "3371\n", - "9983256.999299139\n", - "{'n': 116, 'm': 276, 'k_avg': 4.758620689655173, 'intersection_count': 85, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 81, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2672413793103448, 2: 0.0, 3: 0.6982758620689655, 4: 0.034482758620689655}, 'edge_length_total': 62305.53799999991, 'edge_length_avg': 225.7447028985504, 'street_length_total': 31152.76900000002, 'street_length_avg': 225.74470289855086, 'street_segments_count': 138, 'node_density_km': 11.6194544534057, 'intersection_density_km': 8.514255418443831, 'edge_density_km': 6241.0031119477335, 'street_density_km': 3120.5015559738727, 'circuity_avg': 1.0758730205133102, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0758730205133102\n", - "3372\n", - "18970857.029352438\n", - "{'n': 324, 'm': 894, 'k_avg': 5.518518518518518, 'intersection_count': 295, 'streets_per_node_avg': 2.9444444444444446, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 256, 4: 38, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08950617283950617, 2: 0.0, 3: 0.7901234567901234, 4: 0.11728395061728394, 5: 0.0030864197530864196}, 'edge_length_total': 158887.52599999993, 'edge_length_avg': 177.72653914988805, 'street_length_total': 81991.78899999995, 'street_length_avg': 178.63134858387787, 'street_segments_count': 459, 'node_density_km': 17.07882777771688, 'intersection_density_km': 15.550167266748396, 'edge_density_km': 8375.347816609605, 'street_density_km': 4321.986554067595, 'circuity_avg': 1.0485496091015314, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0485496091015314\n", - "3373\n", - "5989994.570865303\n", - "{'n': 127, 'm': 320, 'k_avg': 5.039370078740157, 'intersection_count': 102, 'streets_per_node_avg': 2.7244094488188977, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 87, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1968503937007874, 2: 0.0, 3: 0.6850393700787402, 4: 0.11811023622047244}, 'edge_length_total': 60219.30199999996, 'edge_length_avg': 188.18531874999988, 'street_length_total': 30109.650999999998, 'street_length_avg': 188.18531875, 'street_segments_count': 160, 'node_density_km': 21.202022555698882, 'intersection_density_km': 17.02839606835658, 'edge_density_km': 10053.314955058599, 'street_density_km': 5026.657477529302, 'circuity_avg': 1.072933030951552, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072933030951552\n", - "3374\n", - "6991274.441717762\n", - "{'n': 109, 'm': 277, 'k_avg': 5.08256880733945, 'intersection_count': 96, 'streets_per_node_avg': 2.8990825688073394, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 81, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11926605504587157, 2: 0.0, 3: 0.7431192660550459, 4: 0.13761467889908258}, 'edge_length_total': 57842.09199999998, 'edge_length_avg': 208.81621660649813, 'street_length_total': 30361.385999999988, 'street_length_avg': 207.9546986301369, 'street_segments_count': 146, 'node_density_km': 15.590862711608645, 'intersection_density_km': 13.731402021233302, 'edge_density_km': 8273.468947928775, 'street_density_km': 4342.754136331711, 'circuity_avg': 1.0522615297486873, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0522615297486873\n", - "3375\n", - "27979151.070304953\n", - "{'n': 684, 'm': 1675, 'k_avg': 4.89766081871345, 'intersection_count': 511, 'streets_per_node_avg': 2.564327485380117, 'streets_per_node_counts': {0: 0, 1: 173, 2: 0, 3: 464, 4: 46, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25292397660818716, 2: 0.0, 3: 0.6783625730994152, 4: 0.06725146198830409, 5: 0.0014619883040935672}, 'edge_length_total': 283847.905, 'edge_length_avg': 169.46143582089553, 'street_length_total': 143183.06399999995, 'street_length_avg': 166.4919348837209, 'street_segments_count': 860, 'node_density_km': 24.4467746101828, 'intersection_density_km': 18.263599160531303, 'edge_density_km': 10144.979177057865, 'street_density_km': 5117.4913649172195, 'circuity_avg': 1.0548568530810523, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548568530810523\n", - "3376\n", - "7985414.994660018\n", - "{'n': 72, 'm': 165, 'k_avg': 4.583333333333333, 'intersection_count': 54, 'streets_per_node_avg': 2.5694444444444446, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 49, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6805555555555556, 4: 0.06944444444444445}, 'edge_length_total': 37541.62, 'edge_length_avg': 227.52496969696972, 'street_length_total': 20939.332000000006, 'street_length_avg': 243.48060465116285, 'street_segments_count': 86, 'node_density_km': 9.01643809972902, 'intersection_density_km': 6.762328574796766, 'edge_density_km': 4701.273512410403, 'street_density_km': 2622.1970948288213, 'circuity_avg': 1.0143081560933573, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0143081560933573\n", - "3377\n", - "10987040.90288098\n", - "{'n': 129, 'm': 320, 'k_avg': 4.961240310077519, 'intersection_count': 100, 'streets_per_node_avg': 2.604651162790698, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 93, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2248062015503876, 2: 0.0, 3: 0.7209302325581395, 4: 0.05426356589147287}, 'edge_length_total': 58424.82000000003, 'edge_length_avg': 182.57756250000008, 'street_length_total': 29212.409999999996, 'street_length_avg': 182.57756249999997, 'street_segments_count': 160, 'node_density_km': 11.741104919903785, 'intersection_density_km': 9.101631720855648, 'edge_density_km': 5317.6119499728175, 'street_density_km': 2658.805974986407, 'circuity_avg': 1.030559534302323, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030559534302323\n", - "3378\n", - "22979381.459057182\n", - "{'n': 1281, 'm': 3332, 'k_avg': 5.202185792349726, 'intersection_count': 1008, 'streets_per_node_avg': 2.6651053864168617, 'streets_per_node_counts': {0: 0, 1: 273, 2: 0, 3: 893, 4: 113, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21311475409836064, 2: 0.0, 3: 0.697111631537861, 4: 0.08821233411397346, 5: 0.00156128024980484}, 'edge_length_total': 322359.4049999993, 'edge_length_avg': 96.746520108043, 'street_length_total': 161549.93399999998, 'street_length_avg': 96.62077392344496, 'street_segments_count': 1672, 'node_density_km': 55.745625802956575, 'intersection_density_km': 43.865410467900254, 'edge_density_km': 14028.20200249312, 'street_density_km': 7030.212466242257, 'circuity_avg': 1.0583240599779977, 'self_loop_proportion': 0.0006002400960384153, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0583240599779977\n", - "3379\n", - "3993809.431139408\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 168, 'm': 472, 'k_avg': 5.619047619047619, 'intersection_count': 143, 'streets_per_node_avg': 2.886904761904762, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 112, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1488095238095238, 2: 0.0, 3: 0.6666666666666666, 4: 0.18452380952380953}, 'edge_length_total': 50727.43400000001, 'edge_length_avg': 107.47337711864408, 'street_length_total': 25363.71700000001, 'street_length_avg': 107.47337711864412, 'street_segments_count': 236, 'node_density_km': 42.06510172721753, 'intersection_density_km': 35.80541397019111, 'edge_density_km': 12701.51590220663, 'street_density_km': 6350.757951103316, 'circuity_avg': 1.0872629515188177, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0872629515188177\n", - "3380\n", - "76885402.80938473\n", - "{'n': 3593, 'm': 9920, 'k_avg': 5.5218480378513775, 'intersection_count': 3164, 'streets_per_node_avg': 2.929863623712775, 'streets_per_node_counts': {0: 0, 1: 429, 2: 4, 3: 2555, 4: 600, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11939883106039521, 2: 0.001113275814082939, 3: 0.7111049262454773, 4: 0.16699137211244086, 5: 0.0013915947676036739}, 'edge_length_total': 1376572.098999998, 'edge_length_avg': 138.76734868951593, 'street_length_total': 715937.6989999998, 'street_length_avg': 137.6803267307692, 'street_segments_count': 5200, 'node_density_km': 46.731887571790594, 'intersection_density_km': 41.15215482247299, 'edge_density_km': 17904.206113256805, 'street_density_km': 9311.750642380865, 'circuity_avg': 1.0435636871880185, 'self_loop_proportion': 0.0010080645161290322, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0435636871880185\n", - "3381\n", - "5993166.699887248\n", - "{'n': 177, 'm': 390, 'k_avg': 4.406779661016949, 'intersection_count': 125, 'streets_per_node_avg': 2.4915254237288136, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 111, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2937853107344633, 2: 0.0, 3: 0.6271186440677966, 4: 0.07909604519774012}, 'edge_length_total': 72479.10499999994, 'edge_length_avg': 185.84385897435882, 'street_length_total': 38581.984999999986, 'street_length_avg': 184.60279904306213, 'street_segments_count': 209, 'node_density_km': 29.533635365645672, 'intersection_density_km': 20.857087122631125, 'edge_density_km': 12093.624060442624, 'street_density_km': 6437.662580072376, 'circuity_avg': 1.0580633404916222, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0580633404916222\n", - "3382\n", - "18983581.6003031\n", - "{'n': 1565, 'm': 4047, 'k_avg': 5.171884984025559, 'intersection_count': 1151, 'streets_per_node_avg': 2.6440894568690094, 'streets_per_node_counts': {0: 0, 1: 414, 2: 0, 3: 888, 4: 256, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2645367412140575, 2: 0.0, 3: 0.5674121405750798, 4: 0.1635782747603834, 5: 0.0038338658146964857, 6: 0.0006389776357827476}, 'edge_length_total': 356222.84299999976, 'edge_length_avg': 88.02145861131696, 'street_length_total': 180159.05799999973, 'street_length_avg': 88.35657577243734, 'street_segments_count': 2039, 'node_density_km': 82.43965933040859, 'intersection_density_km': 60.63134050434523, 'edge_density_km': 18764.785829156295, 'street_density_km': 9490.25646441361, 'circuity_avg': 1.032042570726032, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.032042570726032\n", - "3383\n", - "3994205.3240073067\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 0, 'streets_per_node_avg': 1.0, 'streets_per_node_counts': {0: 0, 1: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 1.0}, 'edge_length_total': 4141.8279999999995, 'edge_length_avg': 2070.9139999999998, 'street_length_total': 2070.9139999999998, 'street_length_avg': 2070.9139999999998, 'street_segments_count': 1, 'node_density_km': 0.5007253853423438, 'intersection_density_km': 0.0, 'edge_density_km': 1036.9592106608545, 'street_density_km': 518.4796053304273, 'circuity_avg': 1.0014378873133916, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0014378873133916\n", - "3384\n", - "8986494.127722526\n", - "{'n': 233, 'm': 672, 'k_avg': 5.76824034334764, 'intersection_count': 198, 'streets_per_node_avg': 2.9356223175965663, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 143, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15021459227467812, 2: 0.0, 3: 0.6137339055793991, 4: 0.23605150214592274}, 'edge_length_total': 104620.88599999998, 'edge_length_avg': 155.68584226190472, 'street_length_total': 52310.44300000006, 'street_length_avg': 155.68584226190492, 'street_segments_count': 336, 'node_density_km': 25.927797502389275, 'intersection_density_km': 22.033063971987453, 'edge_density_km': 11642.013505272758, 'street_density_km': 5821.006752636386, 'circuity_avg': 1.015142758574159, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.015142758574159\n", - "3385\n", - "8985201.526925934\n", - "{'n': 439, 'm': 1130, 'k_avg': 5.148063781321184, 'intersection_count': 343, 'streets_per_node_avg': 2.6788154897494305, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 293, 4: 49, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21867881548974943, 2: 0.0, 3: 0.6674259681093394, 4: 0.11161731207289294, 5: 0.002277904328018223}, 'edge_length_total': 149779.906, 'edge_length_avg': 132.54858938053096, 'street_length_total': 75865.83099999992, 'street_length_avg': 132.1704372822298, 'street_segments_count': 574, 'node_density_km': 48.85811394262551, 'intersection_density_km': 38.17387945858895, 'edge_density_km': 16669.62121563494, 'street_density_km': 8443.420080523842, 'circuity_avg': 1.0754389716033532, 'self_loop_proportion': 0.0017699115044247787, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0754389716033532\n", - "3386\n", - "4992176.14031247\n", - "{'n': 91, 'm': 246, 'k_avg': 5.406593406593407, 'intersection_count': 74, 'streets_per_node_avg': 2.8241758241758244, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 56, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18681318681318682, 2: 0.0, 3: 0.6153846153846154, 4: 0.1978021978021978}, 'edge_length_total': 44843.07800000001, 'edge_length_avg': 182.28893495934963, 'street_length_total': 22421.538999999997, 'street_length_avg': 182.28893495934958, 'street_segments_count': 123, 'node_density_km': 18.228523482006814, 'intersection_density_km': 14.823194919434112, 'edge_density_km': 8982.671432180916, 'street_density_km': 4491.335716090456, 'circuity_avg': 1.0375343320691193, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0375343320691193\n", - "3387\n", - "9981689.079151964\n", - "{'n': 995, 'm': 2931, 'k_avg': 5.891457286432161, 'intersection_count': 941, 'streets_per_node_avg': 3.101507537688442, 'streets_per_node_counts': {0: 0, 1: 54, 2: 1, 3: 732, 4: 206, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.054271356783919596, 2: 0.0010050251256281408, 3: 0.735678391959799, 4: 0.207035175879397, 5: 0.0020100502512562816}, 'edge_length_total': 210201.12300000017, 'edge_length_avg': 71.71652098259985, 'street_length_total': 108854.3419999999, 'street_length_avg': 71.28640602488534, 'street_segments_count': 1527, 'node_density_km': 99.68252788780858, 'intersection_density_km': 94.2726218516863, 'edge_density_km': 21058.672668840398, 'street_density_km': 10905.402997109592, 'circuity_avg': 1.0199787475320479, 'self_loop_proportion': 0.000682360968952576, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0199787475320479\n", - "3388\n", - "29984931.284236424\n", - "{'n': 675, 'm': 1679, 'k_avg': 4.974814814814815, 'intersection_count': 505, 'streets_per_node_avg': 2.6237037037037036, 'streets_per_node_counts': {0: 0, 1: 170, 2: 0, 3: 421, 4: 82, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2518518518518518, 2: 0.0, 3: 0.6237037037037036, 4: 0.12148148148148148, 5: 0.002962962962962963}, 'edge_length_total': 286885.6969999995, 'edge_length_avg': 170.86700238237017, 'street_length_total': 144850.80099999974, 'street_length_avg': 166.4951735632181, 'street_segments_count': 870, 'node_density_km': 22.511307216330312, 'intersection_density_km': 16.84179280629157, 'edge_density_km': 9567.662312797098, 'street_density_km': 4830.786491618549, 'circuity_avg': 1.1022160524423705, 'self_loop_proportion': 0.004764740917212627, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1022160524423705\n", - "3389\n", - "17967105.208246663\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1944, 'm': 5052, 'k_avg': 5.197530864197531, 'intersection_count': 1631, 'streets_per_node_avg': 2.8395061728395063, 'streets_per_node_counts': {0: 0, 1: 313, 2: 7, 3: 1308, 4: 312, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1610082304526749, 2: 0.00360082304526749, 3: 0.6728395061728395, 4: 0.16049382716049382, 5: 0.0015432098765432098, 6: 0.00051440329218107}, 'edge_length_total': 330481.0010000007, 'edge_length_avg': 65.41587509897084, 'street_length_total': 173895.9110000004, 'street_length_avg': 63.79160344827601, 'street_segments_count': 2726, 'node_density_km': 108.19773009999015, 'intersection_density_km': 90.77700503759462, 'edge_density_km': 18393.6698299242, 'street_density_km': 9678.571421743804, 'circuity_avg': 1.0506366502921833, 'self_loop_proportion': 0.000395882818685669, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0506366502921833\n", - "3390\n", - "18966370.94782427\n", - "{'n': 1009, 'm': 2687, 'k_avg': 5.326065411298315, 'intersection_count': 866, 'streets_per_node_avg': 2.8939544103072348, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 693, 4: 167, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14172447968285432, 2: 0.0, 3: 0.686818632309217, 4: 0.16551040634291378, 5: 0.005946481665014866}, 'edge_length_total': 250527.9099999999, 'edge_length_avg': 93.23703386676587, 'street_length_total': 140592.1020000002, 'street_length_avg': 97.1610932964756, 'street_segments_count': 1447, 'node_density_km': 53.19942348358148, 'intersection_density_km': 45.65976287094308, 'edge_density_km': 13209.058848906423, 'street_density_km': 7412.704432849249, 'circuity_avg': 1.0628337043934624, 'self_loop_proportion': 0.000744324525493115, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0628337043934624\n", - "3391\n", - "16983901.892372757\n", - "{'n': 789, 'm': 2177, 'k_avg': 5.518377693282636, 'intersection_count': 664, 'streets_per_node_avg': 2.877059569074778, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 512, 4: 151, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15842839036755388, 2: 0.0, 3: 0.6489226869455006, 4: 0.19138149556400508, 5: 0.0012674271229404308}, 'edge_length_total': 290358.36699999997, 'edge_length_avg': 133.3754556729444, 'street_length_total': 148370.89899999992, 'street_length_avg': 133.42706744604308, 'street_segments_count': 1112, 'node_density_km': 46.45575586810999, 'intersection_density_km': 39.09584524261728, 'edge_density_km': 17096.093043872093, 'street_density_km': 8735.97244851204, 'circuity_avg': 1.0395000816253377, 'self_loop_proportion': 0.0018373909049150207, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0395000816253377\n", - "3392\n", - "11978117.303371202\n", - "{'n': 250, 'm': 598, 'k_avg': 4.784, 'intersection_count': 212, 'streets_per_node_avg': 2.764, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 195, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.152, 2: 0.0, 3: 0.78, 4: 0.068}, 'edge_length_total': 110393.82399999996, 'edge_length_avg': 184.60505685618722, 'street_length_total': 62403.14899999997, 'street_length_avg': 189.67522492401207, 'street_segments_count': 329, 'node_density_km': 20.871393531071725, 'intersection_density_km': 17.69894171434882, 'edge_density_km': 9216.291776415479, 'street_density_km': 5209.762721428417, 'circuity_avg': 1.0586882225541854, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0586882225541854\n", - "3393\n", - "7987551.065949905\n", - "{'n': 441, 'm': 1078, 'k_avg': 4.888888888888889, 'intersection_count': 315, 'streets_per_node_avg': 2.510204081632653, 'streets_per_node_counts': {0: 0, 1: 126, 2: 0, 3: 279, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.6326530612244898, 4: 0.08163265306122448}, 'edge_length_total': 106564.98599999974, 'edge_length_avg': 98.85434693877527, 'street_length_total': 53349.62500000001, 'street_length_avg': 98.61298521256933, 'street_segments_count': 541, 'node_density_km': 55.210914629383325, 'intersection_density_km': 39.436367592416666, 'edge_density_km': 13341.384001195953, 'street_density_km': 6679.096579103435, 'circuity_avg': 1.0946301187793317, 'self_loop_proportion': 0.0018552875695732839, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0946301187793317\n", - "3394\n", - "4994224.979738213\n", - "{'n': 133, 'm': 344, 'k_avg': 5.172932330827067, 'intersection_count': 112, 'streets_per_node_avg': 2.781954887218045, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 99, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15789473684210525, 2: 0.0, 3: 0.7443609022556391, 4: 0.09774436090225563}, 'edge_length_total': 54072.66199999999, 'edge_length_avg': 157.18797093023252, 'street_length_total': 27036.330999999995, 'street_length_avg': 157.18797093023252, 'street_segments_count': 172, 'node_density_km': 26.63075863413978, 'intersection_density_km': 22.42590200769666, 'edge_density_km': 10827.03767238663, 'street_density_km': 5413.518836193315, 'circuity_avg': 1.0211863650273298, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0211863650273298\n", - "3395\n", - "5989039.342766494\n", - "{'n': 252, 'm': 623, 'k_avg': 4.944444444444445, 'intersection_count': 194, 'streets_per_node_avg': 2.6468253968253967, 'streets_per_node_counts': {0: 0, 1: 58, 2: 1, 3: 165, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23015873015873015, 2: 0.003968253968253968, 3: 0.6547619047619048, 4: 0.1111111111111111}, 'edge_length_total': 78117.84400000004, 'edge_length_avg': 125.38979775280906, 'street_length_total': 39733.11999999995, 'street_length_avg': 124.16599999999985, 'street_segments_count': 320, 'node_density_km': 42.07686501581648, 'intersection_density_km': 32.39250719471586, 'edge_density_km': 13043.468163946869, 'street_density_km': 6634.3060591160165, 'circuity_avg': 1.0621787826498368, 'self_loop_proportion': 0.0032102728731942215, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0621787826498368\n", - "3396\n", - "7989637.881428563\n", - "{'n': 326, 'm': 871, 'k_avg': 5.343558282208589, 'intersection_count': 281, 'streets_per_node_avg': 2.9447852760736195, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 210, 4: 70, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13803680981595093, 2: 0.0, 3: 0.6441717791411042, 4: 0.2147239263803681, 5: 0.003067484662576687}, 'edge_length_total': 120459.57700000005, 'edge_length_avg': 138.30031802525838, 'street_length_total': 64118.01900000001, 'street_length_avg': 138.78359090909092, 'street_segments_count': 462, 'node_density_km': 40.80285049686264, 'intersection_density_km': 35.17055518287853, 'edge_density_km': 15076.975801369064, 'street_density_km': 8025.147065680977, 'circuity_avg': 1.0308502129184671, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0308502129184671\n", - "3397\n", - "4995299.055233479\n", - "{'n': 267, 'm': 596, 'k_avg': 4.464419475655431, 'intersection_count': 178, 'streets_per_node_avg': 2.393258426966292, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 162, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6067415730337079, 4: 0.0599250936329588}, 'edge_length_total': 59311.35399999996, 'edge_length_avg': 99.51569463087242, 'street_length_total': 30906.665, 'street_length_avg': 100.02156957928803, 'street_segments_count': 309, 'node_density_km': 53.45025333773946, 'intersection_density_km': 35.63350222515964, 'edge_density_km': 11873.434071551852, 'street_density_km': 6187.150090167212, 'circuity_avg': 1.0427505281205849, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0427505281205849\n", - "3398\n", - "5988967.092059476\n", - "{'n': 16, 'm': 38, 'k_avg': 4.75, 'intersection_count': 11, 'streets_per_node_avg': 2.5625, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 8, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3125, 2: 0.0, 3: 0.5, 4: 0.1875}, 'edge_length_total': 16329.84599999999, 'edge_length_avg': 429.73278947368397, 'street_length_total': 8164.923000000002, 'street_length_avg': 429.7327894736843, 'street_segments_count': 19, 'node_density_km': 2.671579214588395, 'intersection_density_km': 1.8367107100295217, 'edge_density_km': 2726.654821939339, 'street_density_km': 1363.3274109696704, 'circuity_avg': 1.06875236610277, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06875236610277\n", - "3399\n", - "3998937.3330547134\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 90, 'm': 230, 'k_avg': 5.111111111111111, 'intersection_count': 75, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 60, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.6666666666666666, 4: 0.16666666666666666}, 'edge_length_total': 46338.353999999985, 'edge_length_avg': 201.471104347826, 'street_length_total': 23169.17700000001, 'street_length_avg': 201.47110434782618, 'street_segments_count': 115, 'node_density_km': 22.505979090012566, 'intersection_density_km': 18.754982575010473, 'edge_density_km': 11587.66695766222, 'street_density_km': 5793.833478831115, 'circuity_avg': 1.01616722559088, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.01616722559088\n", - "3400\n", - "58946632.9564088\n", - "error with entry 3400\n", - "3401\n", - "17991674.039359618\n", - "{'n': 196, 'm': 418, 'k_avg': 4.26530612244898, 'intersection_count': 149, 'streets_per_node_avg': 2.627551020408163, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 128, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23979591836734693, 2: 0.0, 3: 0.6530612244897959, 4: 0.10714285714285714}, 'edge_length_total': 65330.60100000003, 'edge_length_avg': 156.29330382775126, 'street_length_total': 41264.406999999985, 'street_length_avg': 165.05762799999994, 'street_segments_count': 250, 'node_density_km': 10.893927911945223, 'intersection_density_km': 8.281608463672644, 'edge_density_km': 3631.1574374390652, 'street_density_km': 2293.5279346284065, 'circuity_avg': 1.1208774161887007, 'self_loop_proportion': 0.004784688995215311, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1208774161887007\n", - "3402\n", - "17980959.68570755\n", - "{'n': 636, 'm': 1571, 'k_avg': 4.940251572327044, 'intersection_count': 547, 'streets_per_node_avg': 2.852201257861635, 'streets_per_node_counts': {0: 0, 1: 89, 2: 4, 3: 460, 4: 78, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.139937106918239, 2: 0.006289308176100629, 3: 0.7232704402515723, 4: 0.12264150943396226, 5: 0.007861635220125786}, 'edge_length_total': 176693.72799999997, 'edge_length_avg': 112.47213749204327, 'street_length_total': 99522.00199999992, 'street_length_avg': 112.32731602708795, 'street_segments_count': 886, 'node_density_km': 35.37074834251114, 'intersection_density_km': 30.421068149927038, 'edge_density_km': 9826.712872308355, 'street_density_km': 5534.854854221522, 'circuity_avg': 1.088556059646657, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.088556059646657\n", - "3403\n", - "6989207.405497296\n", - "{'n': 425, 'm': 1208, 'k_avg': 5.684705882352941, 'intersection_count': 375, 'streets_per_node_avg': 3.04, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 259, 4: 115, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11764705882352941, 2: 0.0, 3: 0.6094117647058823, 4: 0.27058823529411763, 5: 0.002352941176470588}, 'edge_length_total': 149313.36999999994, 'edge_length_avg': 123.60378311258273, 'street_length_total': 75465.71400000012, 'street_length_avg': 122.50927597402618, 'street_segments_count': 616, 'node_density_km': 60.80803950183539, 'intersection_density_km': 53.654152501619464, 'edge_density_km': 21363.41953202861, 'street_density_km': 10797.463806932281, 'circuity_avg': 1.024914650208592, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024914650208592\n", - "3404\n", - "8988820.955288751\n", - "{'n': 181, 'm': 486, 'k_avg': 5.370165745856354, 'intersection_count': 165, 'streets_per_node_avg': 3.016574585635359, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 130, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08839779005524862, 2: 0.0, 3: 0.7182320441988951, 4: 0.19337016574585636}, 'edge_length_total': 94097.10599999981, 'edge_length_avg': 193.61544444444405, 'street_length_total': 47487.248, 'street_length_avg': 184.7752840466926, 'street_segments_count': 257, 'node_density_km': 20.136122512653348, 'intersection_density_km': 18.35613378225305, 'edge_density_km': 10468.236765205107, 'street_density_km': 5282.922892357749, 'circuity_avg': 1.0268725321817087, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0268725321817087\n", - "3405\n", - "6987673.6223376915\n", - "{'n': 71, 'm': 192, 'k_avg': 5.408450704225352, 'intersection_count': 57, 'streets_per_node_avg': 2.7746478873239435, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 45, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19718309859154928, 2: 0.0, 3: 0.6338028169014085, 4: 0.16901408450704225}, 'edge_length_total': 36086.30600000001, 'edge_length_avg': 187.94951041666673, 'street_length_total': 18043.153, 'street_length_avg': 187.94951041666664, 'street_segments_count': 96, 'node_density_km': 10.160749319062687, 'intersection_density_km': 8.157221284317933, 'edge_density_km': 5164.28041009842, 'street_density_km': 2582.1402050492093, 'circuity_avg': 1.0612664357408557, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0612664357408557\n", - "3406\n", - "12996997.718263587\n", - "{'n': 160, 'm': 380, 'k_avg': 4.75, 'intersection_count': 118, 'streets_per_node_avg': 2.525, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 110, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2625, 2: 0.0, 3: 0.6875, 4: 0.05}, 'edge_length_total': 85349.18399999998, 'edge_length_avg': 224.60311578947363, 'street_length_total': 42674.59200000001, 'street_length_avg': 224.60311578947375, 'street_segments_count': 190, 'node_density_km': 12.310535361190798, 'intersection_density_km': 9.079019828878213, 'edge_density_km': 6566.838423004872, 'street_density_km': 3283.419211502438, 'circuity_avg': 1.0772607428328356, 'self_loop_proportion': 0.005263157894736842, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0772607428328356\n", - "3407\n", - "29964229.716246255\n", - "{'n': 1443, 'm': 3876, 'k_avg': 5.372141372141372, 'intersection_count': 1242, 'streets_per_node_avg': 2.8849618849618848, 'streets_per_node_counts': {0: 0, 1: 201, 2: 8, 3: 994, 4: 236, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1392931392931393, 2: 0.005544005544005544, 3: 0.6888426888426888, 4: 0.16354816354816354, 5: 0.002772002772002772}, 'edge_length_total': 449574.4430000012, 'edge_length_avg': 115.98927837977327, 'street_length_total': 241485.82700000028, 'street_length_avg': 117.91300146484389, 'street_segments_count': 2048, 'node_density_km': 48.15742015279046, 'intersection_density_km': 41.449421919449584, 'edge_density_km': 15003.704325369232, 'street_density_km': 8059.136820362497, 'circuity_avg': 1.0752549641787907, 'self_loop_proportion': 0.0020639834881320948, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0752549641787907\n", - "3408\n", - "2995060.5064890026\n", - "{'n': 137, 'm': 342, 'k_avg': 4.992700729927007, 'intersection_count': 106, 'streets_per_node_avg': 2.6496350364963503, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 92, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22627737226277372, 2: 0.0, 3: 0.6715328467153284, 4: 0.10218978102189781}, 'edge_length_total': 39905.336, 'edge_length_avg': 116.68226900584796, 'street_length_total': 19952.668000000005, 'street_length_avg': 116.68226900584798, 'street_segments_count': 171, 'node_density_km': 45.741980739013506, 'intersection_density_km': 35.39160553529512, 'edge_density_km': 13323.716136466148, 'street_density_km': 6661.858068233076, 'circuity_avg': 1.0940326371228182, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0940326371228182\n", - "3409\n", - "19992042.995815784\n", - "{'n': 90, 'm': 198, 'k_avg': 4.4, 'intersection_count': 61, 'streets_per_node_avg': 2.388888888888889, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 58, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32222222222222224, 2: 0.0, 3: 0.6444444444444445, 4: 0.03333333333333333}, 'edge_length_total': 64483.94000000002, 'edge_length_avg': 325.67646464646475, 'street_length_total': 32241.97, 'street_length_avg': 325.67646464646464, 'street_segments_count': 99, 'node_density_km': 4.501791038506493, 'intersection_density_km': 3.0512139260988453, 'edge_density_km': 3225.48025799545, 'street_density_km': 1612.7401289977245, 'circuity_avg': 1.1585070449736194, 'self_loop_proportion': 0.010101010101010102, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1585070449736194\n", - "3410\n", - "11992156.008517783\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 465, 'm': 1278, 'k_avg': 5.496774193548387, 'intersection_count': 388, 'streets_per_node_avg': 2.8021505376344087, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 327, 4: 60, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16559139784946236, 2: 0.0, 3: 0.7032258064516129, 4: 0.12903225806451613, 5: 0.002150537634408602}, 'edge_length_total': 171199.7190000001, 'edge_length_avg': 133.95909154929586, 'street_length_total': 85749.33199999995, 'street_length_avg': 133.35821461897348, 'street_segments_count': 643, 'node_density_km': 38.77534612372621, 'intersection_density_km': 32.35448235700166, 'edge_density_km': 14275.974968838, 'street_density_km': 7150.451673501741, 'circuity_avg': 1.0660930988889665, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0660930988889665\n", - "3411\n", - "14991606.824850518\n", - "{'n': 465, 'm': 1343, 'k_avg': 5.776344086021505, 'intersection_count': 417, 'streets_per_node_avg': 3.0021505376344084, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 322, 4: 94, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1032258064516129, 2: 0.0, 3: 0.6924731182795699, 4: 0.2021505376344086, 5: 0.0, 6: 0.002150537634408602}, 'edge_length_total': 182560.0419999998, 'edge_length_avg': 135.9345063291138, 'street_length_total': 94081.33300000004, 'street_length_avg': 137.14480029154524, 'street_segments_count': 686, 'node_density_km': 31.01735560655197, 'intersection_density_km': 27.815564060069185, 'edge_density_km': 12177.483316690446, 'street_density_km': 6275.600347525665, 'circuity_avg': 1.0311378461370013, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0311378461370013\n", - "3412\n", - "10983748.252710061\n", - "{'n': 14, 'm': 20, 'k_avg': 2.857142857142857, 'intersection_count': 13, 'streets_per_node_avg': 2.857142857142857, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07142857142857142, 2: 0.0, 3: 0.9285714285714286}, 'edge_length_total': 10760.056, 'edge_length_avg': 538.0028, 'street_length_total': 5644.426999999998, 'street_length_avg': 313.57927777777763, 'street_segments_count': 18, 'node_density_km': 1.2746104224070984, 'intersection_density_km': 1.1835668208065913, 'edge_density_km': 979.6342516631453, 'street_density_km': 513.8889630511449, 'circuity_avg': 1.0004932094543733, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0004932094543733\n", - "3413\n", - "2994527.53666436\n", - "error with entry 3413\n", - "3414\n", - "6988249.867939413\n", - "{'n': 118, 'm': 299, 'k_avg': 5.067796610169491, 'intersection_count': 101, 'streets_per_node_avg': 2.8389830508474576, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 87, 4: 13, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1440677966101695, 2: 0.0, 3: 0.7372881355932204, 4: 0.11016949152542373, 5: 0.00847457627118644}, 'edge_length_total': 64847.030999999944, 'edge_length_avg': 216.87970234113695, 'street_length_total': 33081.00500000001, 'street_length_avg': 209.37344936708868, 'street_segments_count': 158, 'node_density_km': 16.885486671184815, 'intersection_density_km': 14.452831811776834, 'edge_density_km': 9279.43794590176, 'street_density_km': 4733.803974549987, 'circuity_avg': 1.1193830021529216, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1193830021529216\n", - "3415\n", - "4990907.78438502\n", - "{'n': 88, 'm': 229, 'k_avg': 5.204545454545454, 'intersection_count': 73, 'streets_per_node_avg': 2.7613636363636362, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 64, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17045454545454544, 2: 0.0, 3: 0.7272727272727273, 4: 0.10227272727272728}, 'edge_length_total': 33947.694, 'edge_length_avg': 148.2432052401747, 'street_length_total': 17768.057999999997, 'street_length_avg': 150.57676271186438, 'street_segments_count': 118, 'node_density_km': 17.63206290353116, 'intersection_density_km': 14.626597635883803, 'edge_density_km': 6801.907682248038, 'street_density_km': 3560.08541283625, 'circuity_avg': 1.0237786878114778, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0237786878114778\n", - "3416\n", - "7997793.192608424\n", - "{'n': 151, 'm': 395, 'k_avg': 5.231788079470198, 'intersection_count': 136, 'streets_per_node_avg': 3.033112582781457, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 102, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09933774834437085, 2: 0.0, 3: 0.6754966887417219, 4: 0.2185430463576159, 5: 0.006622516556291391}, 'edge_length_total': 58506.339999999946, 'edge_length_avg': 148.11731645569606, 'street_length_total': 33806.047999999995, 'street_length_avg': 150.91985714285713, 'street_segments_count': 224, 'node_density_km': 18.880208122855002, 'intersection_density_km': 17.004690759657485, 'edge_density_km': 7315.310435142486, 'street_density_km': 4226.922000339245, 'circuity_avg': 1.1118791172996783, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1118791172996783\n", - "3417\n", - "8990082.450951632\n", - "{'n': 139, 'm': 332, 'k_avg': 4.776978417266187, 'intersection_count': 104, 'streets_per_node_avg': 2.597122302158273, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 90, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2517985611510791, 2: 0.0, 3: 0.6474820143884892, 4: 0.10071942446043165}, 'edge_length_total': 60698.36999999999, 'edge_length_avg': 182.82641566265056, 'street_length_total': 30349.185000000005, 'street_length_avg': 182.82641566265065, 'street_segments_count': 166, 'node_density_km': 15.461482223145389, 'intersection_density_km': 11.568303246094391, 'edge_density_km': 6751.7033721503685, 'street_density_km': 3375.8516860751856, 'circuity_avg': 1.042262797274242, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042262797274242\n", - "3418\n", - "26953448.201584734\n", - "{'n': 595, 'm': 1411, 'k_avg': 4.742857142857143, 'intersection_count': 421, 'streets_per_node_avg': 2.4823529411764707, 'streets_per_node_counts': {0: 0, 1: 174, 2: 0, 3: 381, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.292436974789916, 2: 0.0, 3: 0.6403361344537815, 4: 0.06722689075630252}, 'edge_length_total': 225894.11499999973, 'edge_length_avg': 160.09504961020534, 'street_length_total': 113723.41299999994, 'street_length_avg': 157.29379391424612, 'street_segments_count': 723, 'node_density_km': 22.075097610888125, 'intersection_density_km': 15.6195228473679, 'edge_density_km': 8380.898551849044, 'street_density_km': 4219.252844736709, 'circuity_avg': 1.1143419996948503, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1143419996948503\n", - "3419\n", - "13988587.362545943\n", - "{'n': 165, 'm': 402, 'k_avg': 4.872727272727273, 'intersection_count': 132, 'streets_per_node_avg': 2.624242424242424, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 128, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.7757575757575758, 4: 0.024242424242424242}, 'edge_length_total': 99995.64200000005, 'edge_length_avg': 248.74537810945287, 'street_length_total': 51419.98200000003, 'street_length_avg': 247.21145192307708, 'street_segments_count': 208, 'node_density_km': 11.795329701538195, 'intersection_density_km': 9.436263761230556, 'edge_density_km': 7148.373127921096, 'street_density_km': 3675.8523693161196, 'circuity_avg': 1.0917060389470443, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0917060389470443\n", - "3420\n", - "18965896.060119335\n", - "{'n': 797, 'm': 2019, 'k_avg': 5.066499372647428, 'intersection_count': 677, 'streets_per_node_avg': 2.7904642409033875, 'streets_per_node_counts': {0: 0, 1: 120, 2: 2, 3: 601, 4: 73, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15056461731493098, 2: 0.002509410288582183, 3: 0.7540777917189461, 4: 0.09159347553324969, 5: 0.0012547051442910915}, 'edge_length_total': 246933.74200000032, 'edge_length_avg': 122.30497374938103, 'street_length_total': 134799.37400000004, 'street_length_avg': 124.23905437788022, 'street_segments_count': 1085, 'node_density_km': 42.02279699696853, 'intersection_density_km': 35.69565064861693, 'edge_density_km': 13019.882699834146, 'street_density_km': 7107.46139136818, 'circuity_avg': 1.0759240175568965, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0759240175568965\n", - "3421\n", - "7991535.12690149\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 569, 'm': 1377, 'k_avg': 4.8400702987697715, 'intersection_count': 412, 'streets_per_node_avg': 2.5957820738137083, 'streets_per_node_counts': {0: 0, 1: 157, 2: 0, 3: 328, 4: 84}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2759226713532513, 2: 0.0, 3: 0.5764499121265377, 4: 0.14762741652021089}, 'edge_length_total': 141683.279, 'edge_length_avg': 102.89272258533043, 'street_length_total': 75852.89499999997, 'street_length_avg': 105.79204323570428, 'street_segments_count': 717, 'node_density_km': 71.20033772792975, 'intersection_density_km': 51.55455034078569, 'edge_density_km': 17729.169271002633, 'street_density_km': 9491.65508197046, 'circuity_avg': 1.0486025396945233, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0486025396945233\n", - "3422\n", - "10982035.241843719\n", - "{'n': 227, 'm': 622, 'k_avg': 5.4801762114537445, 'intersection_count': 189, 'streets_per_node_avg': 2.7665198237885464, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 166, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16740088105726872, 2: 0.0, 3: 0.7312775330396476, 4: 0.1013215859030837}, 'edge_length_total': 97838.62799999987, 'edge_length_avg': 157.29682958199336, 'street_length_total': 48919.31399999998, 'street_length_avg': 157.2968295819935, 'street_segments_count': 311, 'node_density_km': 20.670121248116676, 'intersection_density_km': 17.209924739621375, 'edge_density_km': 8908.970500041323, 'street_density_km': 4454.485250020665, 'circuity_avg': 1.0423349099216102, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0423349099216102\n", - "3423\n", - "6987258.292749754\n", - "{'n': 123, 'm': 352, 'k_avg': 5.723577235772358, 'intersection_count': 107, 'streets_per_node_avg': 2.951219512195122, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 81, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13008130081300814, 2: 0.0, 3: 0.6585365853658537, 4: 0.21138211382113822}, 'edge_length_total': 76619.21800000007, 'edge_length_avg': 217.66823295454563, 'street_length_total': 38309.60899999998, 'street_length_avg': 217.66823295454535, 'street_segments_count': 176, 'node_density_km': 17.603471182341934, 'intersection_density_km': 15.313588752118594, 'edge_density_km': 10965.562569728258, 'street_density_km': 5482.7812848641215, 'circuity_avg': 1.0749934121205982, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0749934121205982\n", - "3424\n", - "57930942.56369994\n", - "{'n': 5423, 'm': 15254, 'k_avg': 5.625668449197861, 'intersection_count': 5206, 'streets_per_node_avg': 3.1205974552830535, 'streets_per_node_counts': {0: 0, 1: 217, 2: 3, 3: 4144, 4: 1028, 5: 30, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04001475198229762, 2: 0.0005531993361607966, 3: 0.7641526830167804, 4: 0.18956297252443297, 5: 0.0055319933616079665, 6: 0.00018439977872026554}, 'edge_length_total': 1246416.1480000056, 'edge_length_avg': 81.7107740920418, 'street_length_total': 699813.8430000008, 'street_length_avg': 83.162667023173, 'street_segments_count': 8415, 'node_density_km': 93.61145805692625, 'intersection_density_km': 89.86561878007709, 'edge_density_km': 21515.550979158787, 'street_density_km': 12080.139076461543, 'circuity_avg': 1.0339574533868572, 'self_loop_proportion': 0.0006555657532450505, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0339574533868572\n", - "3425\n", - "3996088.6593372794\n", - "{'n': 175, 'm': 511, 'k_avg': 5.84, 'intersection_count': 161, 'streets_per_node_avg': 3.125714285714286, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 113, 4: 46, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08, 2: 0.0, 3: 0.6457142857142857, 4: 0.26285714285714284, 5: 0.011428571428571429}, 'edge_length_total': 58167.53700000006, 'edge_length_avg': 113.83079647749523, 'street_length_total': 29849.347999999998, 'street_length_avg': 110.9641189591078, 'street_segments_count': 269, 'node_density_km': 43.792822161513904, 'intersection_density_km': 40.28939638859279, 'edge_density_km': 14556.117733795902, 'street_density_km': 7469.641077720804, 'circuity_avg': 1.0518851027381362, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0518851027381362\n", - "3426\n", - "2994970.1865072185\n", - "{'n': 68, 'm': 164, 'k_avg': 4.823529411764706, 'intersection_count': 54, 'streets_per_node_avg': 2.6911764705882355, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 47, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20588235294117646, 2: 0.0, 3: 0.6911764705882353, 4: 0.10294117647058823}, 'edge_length_total': 24512.17800000003, 'edge_length_avg': 149.46450000000019, 'street_length_total': 12408.513000000006, 'street_length_avg': 142.62658620689663, 'street_segments_count': 87, 'node_density_km': 22.70473352501137, 'intersection_density_km': 18.030229563979617, 'edge_density_km': 8184.448082465395, 'street_density_km': 4143.117369215288, 'circuity_avg': 1.2287598684674086, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2287598684674086\n", - "3427\n", - "8993728.279659892\n", - "{'n': 88, 'm': 204, 'k_avg': 4.636363636363637, 'intersection_count': 63, 'streets_per_node_avg': 2.4431818181818183, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 62, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2840909090909091, 2: 0.0, 3: 0.7045454545454546, 4: 0.011363636363636364}, 'edge_length_total': 58678.56199999998, 'edge_length_avg': 287.6400098039215, 'street_length_total': 29339.280999999984, 'street_length_avg': 287.64000980392143, 'street_segments_count': 102, 'node_density_km': 9.784596250146867, 'intersection_density_km': 7.0048814063551434, 'edge_density_km': 6524.386792150117, 'street_density_km': 3262.1933960750575, 'circuity_avg': 1.1493229959776161, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1493229959776161\n", - "3428\n", - "2994868.4431619206\n", - "{'n': 69, 'm': 176, 'k_avg': 5.101449275362318, 'intersection_count': 54, 'streets_per_node_avg': 2.63768115942029, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 49, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21739130434782608, 2: 0.0, 3: 0.7101449275362319, 4: 0.07246376811594203}, 'edge_length_total': 25596.94400000002, 'edge_length_avg': 145.43718181818193, 'street_length_total': 12798.472000000002, 'street_length_avg': 145.43718181818184, 'street_segments_count': 88, 'node_density_km': 23.03940934619192, 'intersection_density_km': 18.03084209701976, 'edge_density_km': 8546.93435981959, 'street_density_km': 4273.467179909791, 'circuity_avg': 1.0244433589394295, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0244433589394295\n", - "3429\n", - "7985179.566168422\n", - "{'n': 170, 'm': 444, 'k_avg': 5.223529411764706, 'intersection_count': 151, 'streets_per_node_avg': 2.9823529411764707, 'streets_per_node_counts': {0: 0, 1: 19, 2: 1, 3: 114, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11176470588235295, 2: 0.0058823529411764705, 3: 0.6705882352941176, 4: 0.21176470588235294}, 'edge_length_total': 84060.227, 'edge_length_avg': 189.3248355855856, 'street_length_total': 46955.99999999996, 'street_length_avg': 190.1052631578946, 'street_segments_count': 247, 'node_density_km': 21.289439841810864, 'intersection_density_km': 18.91003185949083, 'edge_density_km': 10527.030269443914, 'street_density_km': 5880.3937483062955, 'circuity_avg': 1.0977663326486333, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0977663326486333\n", - "3430\n", - "7990466.835918009\n", - "{'n': 127, 'm': 292, 'k_avg': 4.5984251968503935, 'intersection_count': 90, 'streets_per_node_avg': 2.5039370078740157, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 79, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29133858267716534, 2: 0.0, 3: 0.6220472440944882, 4: 0.08661417322834646}, 'edge_length_total': 56053.936000000045, 'edge_length_avg': 191.9655342465755, 'street_length_total': 28026.968000000008, 'street_length_avg': 191.9655342465754, 'street_segments_count': 146, 'node_density_km': 15.893939942172254, 'intersection_density_km': 11.263422006263802, 'edge_density_km': 7015.10151422337, 'street_density_km': 3507.550757111683, 'circuity_avg': 1.0448583436810943, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0448583436810943\n", - "3431\n", - "15990386.945015848\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 685, 'm': 1573, 'k_avg': 4.5927007299270075, 'intersection_count': 493, 'streets_per_node_avg': 2.497810218978102, 'streets_per_node_counts': {0: 0, 1: 192, 2: 0, 3: 453, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28029197080291973, 2: 0.0, 3: 0.6613138686131387, 4: 0.058394160583941604}, 'edge_length_total': 196802.7659999994, 'edge_length_avg': 125.11301080737405, 'street_length_total': 104894.38299999986, 'street_length_avg': 125.32184348864976, 'street_segments_count': 837, 'node_density_km': 42.83823789601991, 'intersection_density_km': 30.83102377042017, 'edge_density_km': 12307.567457668194, 'street_density_km': 6559.84019402952, 'circuity_avg': 1.064015978945061, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064015978945061\n", - "3432\n", - "9987067.243858352\n", - "{'n': 42, 'm': 94, 'k_avg': 4.476190476190476, 'intersection_count': 32, 'streets_per_node_avg': 2.5952380952380953, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 29, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23809523809523808, 2: 0.0, 3: 0.6904761904761905, 4: 0.07142857142857142}, 'edge_length_total': 18604.541999999998, 'edge_length_avg': 197.92065957446806, 'street_length_total': 9302.271, 'street_length_avg': 197.9206595744681, 'street_segments_count': 47, 'node_density_km': 4.205438791435827, 'intersection_density_km': 3.204143841093963, 'edge_density_km': 1862.863395802311, 'street_density_km': 931.4316979011558, 'circuity_avg': 1.0672177191165082, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0672177191165082\n", - "3433\n", - "6991316.348393076\n", - "{'n': 190, 'm': 478, 'k_avg': 5.031578947368421, 'intersection_count': 167, 'streets_per_node_avg': 2.863157894736842, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 147, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12105263157894737, 2: 0.0, 3: 0.7736842105263158, 4: 0.10526315789473684}, 'edge_length_total': 66493.83100000003, 'edge_length_avg': 139.10843305439337, 'street_length_total': 34212.44200000002, 'street_length_avg': 134.16643921568635, 'street_segments_count': 255, 'node_density_km': 27.176570266866936, 'intersection_density_km': 23.886774918772517, 'edge_density_km': 9510.917213077242, 'street_density_km': 4893.56228428479, 'circuity_avg': 1.06709728799046, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06709728799046\n", - "3434\n", - "15997459.401384786\n", - "{'n': 958, 'm': 2508, 'k_avg': 5.235908141962422, 'intersection_count': 796, 'streets_per_node_avg': 2.7724425887265136, 'streets_per_node_counts': {0: 0, 1: 162, 2: 1, 3: 691, 4: 102, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16910229645093947, 2: 0.0010438413361169101, 3: 0.721294363256785, 4: 0.10647181628392484, 5: 0.0010438413361169101, 6: 0.0010438413361169101}, 'edge_length_total': 239172.8779999998, 'edge_length_avg': 95.3639864433811, 'street_length_total': 132069.34299999996, 'street_length_avg': 101.6700100076982, 'street_segments_count': 1299, 'node_density_km': 59.884508906275, 'intersection_density_km': 49.757900928387166, 'edge_density_km': 14950.678854624648, 'street_density_km': 8255.644829988922, 'circuity_avg': 1.0410451837601016, 'self_loop_proportion': 0.0007974481658692185, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0410451837601016\n", - "3435\n", - "6988523.285077924\n", - "{'n': 116, 'm': 304, 'k_avg': 5.241379310344827, 'intersection_count': 90, 'streets_per_node_avg': 2.7155172413793105, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 71, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22413793103448276, 2: 0.0, 3: 0.6120689655172413, 4: 0.16379310344827586}, 'edge_length_total': 55459.634999999944, 'edge_length_avg': 182.43300986842087, 'street_length_total': 28089.558000000005, 'street_length_avg': 182.3997272727273, 'street_segments_count': 154, 'node_density_km': 16.598642555529036, 'intersection_density_km': 12.878257155151838, 'edge_density_km': 7935.81601400954, 'street_density_km': 4019.383903317251, 'circuity_avg': 1.0567068870271459, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0567068870271459\n", - "3436\n", - "5989360.518307784\n", - "{'n': 42, 'm': 76, 'k_avg': 3.619047619047619, 'intersection_count': 32, 'streets_per_node_avg': 2.5714285714285716, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 30, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23809523809523808, 2: 0.0, 3: 0.7142857142857143, 4: 0.047619047619047616}, 'edge_length_total': 25403.811000000012, 'edge_length_avg': 334.2606710526317, 'street_length_total': 17056.031000000006, 'street_length_avg': 341.12062000000014, 'street_segments_count': 50, 'node_density_km': 7.012434778574083, 'intersection_density_km': 5.342807450342159, 'edge_density_km': 4241.48970868388, 'street_density_km': 2847.721546877089, 'circuity_avg': 1.0682173623493538, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0682173623493538\n", - "3437\n", - "821301459.1440476\n", - "error with entry 3437\n", - "3438\n", - "19988472.79700082\n", - "{'n': 1097, 'm': 2625, 'k_avg': 4.785779398359161, 'intersection_count': 785, 'streets_per_node_avg': 2.5022789425706473, 'streets_per_node_counts': {0: 0, 1: 312, 2: 0, 3: 710, 4: 72, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.284412032816773, 2: 0.0, 3: 0.6472196900638104, 4: 0.06563354603463993, 5: 0.0027347310847766638}, 'edge_length_total': 253086.34500000064, 'edge_length_avg': 96.41384571428596, 'street_length_total': 131176.658, 'street_length_avg': 97.45665527488856, 'street_segments_count': 1346, 'node_density_km': 54.88163158541056, 'intersection_density_km': 39.27263518190273, 'edge_density_km': 12661.61490026267, 'street_density_km': 6562.615329955696, 'circuity_avg': 1.0629296908242223, 'self_loop_proportion': 0.002285714285714286, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0629296908242223\n", - "3439\n", - "5988828.009652033\n", - "{'n': 18, 'm': 40, 'k_avg': 4.444444444444445, 'intersection_count': 11, 'streets_per_node_avg': 2.388888888888889, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 8, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3888888888888889, 2: 0.0, 3: 0.4444444444444444, 4: 0.16666666666666666}, 'edge_length_total': 15040.460000000001, 'edge_length_avg': 376.0115, 'street_length_total': 7520.2300000000005, 'street_length_avg': 376.0115, 'street_segments_count': 20, 'node_density_km': 3.005596415690997, 'intersection_density_km': 1.8367533651444983, 'edge_density_km': 2511.4195925746562, 'street_density_km': 1255.7097962873281, 'circuity_avg': 1.0317985021973637, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0317985021973637\n", - "3440\n", - "6987068.128880612\n", - "{'n': 10, 'm': 18, 'k_avg': 3.6, 'intersection_count': 6, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 10264.573999999999, 'edge_length_avg': 570.254111111111, 'street_length_total': 5132.287, 'street_length_avg': 570.2541111111111, 'street_segments_count': 9, 'node_density_km': 1.4312154705727889, 'intersection_density_km': 0.8587292823436733, 'edge_density_km': 1469.0817107639211, 'street_density_km': 734.5408553819607, 'circuity_avg': 1.0203945686968594, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0203945686968594\n", - "3441\n", - "3992898.2634335775\n", - "{'n': 37, 'm': 98, 'k_avg': 5.297297297297297, 'intersection_count': 31, 'streets_per_node_avg': 2.7027027027027026, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 30, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16216216216216217, 2: 0.0, 3: 0.8108108108108109, 4: 0.02702702702702703}, 'edge_length_total': 27275.86400000001, 'edge_length_avg': 278.32514285714296, 'street_length_total': 13637.931999999999, 'street_length_avg': 278.32514285714285, 'street_segments_count': 49, 'node_density_km': 9.266451975208334, 'intersection_density_km': 7.763784087336712, 'edge_density_km': 6831.0941577922695, 'street_density_km': 3415.5470788961334, 'circuity_avg': 1.0544862467565257, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0544862467565257\n", - "3442\n", - "9993610.860271592\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 224, 'm': 582, 'k_avg': 5.196428571428571, 'intersection_count': 189, 'streets_per_node_avg': 2.8080357142857144, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 162, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15625, 2: 0.0, 3: 0.7232142857142857, 4: 0.12053571428571429}, 'edge_length_total': 119153.42199999999, 'edge_length_avg': 204.7309656357388, 'street_length_total': 59576.710999999945, 'street_length_avg': 204.73096563573864, 'street_segments_count': 291, 'node_density_km': 22.414320822765404, 'intersection_density_km': 18.912083194208307, 'edge_density_km': 11922.959945706933, 'street_density_km': 5961.479972853462, 'circuity_avg': 1.0356327216891743, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0356327216891743\n", - "3443\n", - "8991676.755930312\n", - "{'n': 133, 'm': 294, 'k_avg': 4.421052631578948, 'intersection_count': 89, 'streets_per_node_avg': 2.3759398496240602, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 84, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3308270676691729, 2: 0.0, 3: 0.631578947368421, 4: 0.03759398496240601}, 'edge_length_total': 62729.391999999956, 'edge_length_avg': 213.36527891156447, 'street_length_total': 31364.696000000014, 'street_length_avg': 213.36527891156473, 'street_segments_count': 147, 'node_density_km': 14.79145698963011, 'intersection_density_km': 9.898042647196087, 'edge_density_km': 6976.384238749221, 'street_density_km': 3488.192119374615, 'circuity_avg': 1.0386457780888145, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0386457780888145\n", - "3444\n", - "5992398.068753093\n", - "{'n': 92, 'm': 198, 'k_avg': 4.304347826086956, 'intersection_count': 89, 'streets_per_node_avg': 3.25, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 61, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03260869565217391, 2: 0.0, 3: 0.6630434782608695, 4: 0.29347826086956524, 5: 0.010869565217391304}, 'edge_length_total': 27417.87499999999, 'edge_length_avg': 138.4741161616161, 'street_length_total': 18926.45600000001, 'street_length_avg': 130.52728275862074, 'street_segments_count': 145, 'node_density_km': 15.352785136175624, 'intersection_density_km': 14.852150838256854, 'edge_density_km': 4575.4428670165335, 'street_density_km': 3158.411003883501, 'circuity_avg': 1.044698096623413, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044698096623413\n", - "3445\n", - "18965030.599339336\n", - "{'n': 928, 'm': 2228, 'k_avg': 4.801724137931035, 'intersection_count': 688, 'streets_per_node_avg': 2.550646551724138, 'streets_per_node_counts': {0: 0, 1: 240, 2: 0, 3: 628, 4: 57, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25862068965517243, 2: 0.0, 3: 0.6767241379310345, 4: 0.061422413793103446, 5: 0.003232758620689655}, 'edge_length_total': 273762.0619999993, 'edge_length_avg': 122.8734569120284, 'street_length_total': 141609.7429999999, 'street_length_avg': 123.67663144104795, 'street_segments_count': 1145, 'node_density_km': 48.9321646563717, 'intersection_density_km': 36.2772944866204, 'edge_density_km': 14435.09730005582, 'street_density_km': 7466.887135153528, 'circuity_avg': 1.0717059410052916, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0717059410052916\n", - "3446\n", - "3995644.289391979\n", - "{'n': 309, 'm': 910, 'k_avg': 5.889967637540453, 'intersection_count': 294, 'streets_per_node_avg': 3.0517799352750807, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 248, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04854368932038835, 2: 0.0, 3: 0.8025889967637541, 4: 0.1488673139158576}, 'edge_length_total': 55673.68000000003, 'edge_length_avg': 61.17986813186816, 'street_length_total': 28339.917, 'street_length_avg': 61.209323974082075, 'street_segments_count': 463, 'node_density_km': 77.33421136119722, 'intersection_density_km': 73.58012343104201, 'edge_density_km': 13933.59267435489, 'street_density_km': 7092.702690086688, 'circuity_avg': 1.0414245291752653, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0414245291752653\n", - "3447\n", - "5988805.756144896\n", - "{'n': 23, 'm': 56, 'k_avg': 4.869565217391305, 'intersection_count': 18, 'streets_per_node_avg': 2.608695652173913, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 17, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21739130434782608, 2: 0.0, 3: 0.7391304347826086, 4: 0.043478260869565216}, 'edge_length_total': 23462.652, 'edge_length_avg': 418.97592857142854, 'street_length_total': 11731.325999999997, 'street_length_avg': 418.9759285714285, 'street_segments_count': 28, 'node_density_km': 3.8404985796042115, 'intersection_density_km': 3.0056075840380787, 'edge_density_km': 3917.751377380344, 'street_density_km': 1958.8756886901715, 'circuity_avg': 1.2281396156778779, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2281396156778779\n", - "3448\n", - "242764617.9688464\n", - "error with entry 3448\n", - "3449\n", - "83844925.19372849\n", - "{'n': 3004, 'm': 8032, 'k_avg': 5.347536617842876, 'intersection_count': 2492, 'streets_per_node_avg': 2.848868175765646, 'streets_per_node_counts': {0: 0, 1: 512, 2: 2, 3: 1920, 4: 568, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.170439414114514, 2: 0.0006657789613848203, 3: 0.6391478029294274, 4: 0.18908122503328895, 5: 0.0006657789613848203}, 'edge_length_total': 1044449.5619999961, 'edge_length_avg': 130.03605104581624, 'street_length_total': 559155.2220000004, 'street_length_avg': 131.87623160377368, 'street_segments_count': 4240, 'node_density_km': 35.82804794755421, 'intersection_density_km': 29.721536446506352, 'edge_density_km': 12456.920434799551, 'street_density_km': 6668.921472683533, 'circuity_avg': 1.0656033337612754, 'self_loop_proportion': 0.0022410358565737054, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0656033337612754\n", - "3450\n", - "20967843.445608154\n", - "{'n': 1492, 'm': 3602, 'k_avg': 4.828418230563003, 'intersection_count': 1071, 'streets_per_node_avg': 2.539544235924933, 'streets_per_node_counts': {0: 0, 1: 421, 2: 0, 3: 918, 4: 151, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.282171581769437, 2: 0.0, 3: 0.6152815013404825, 4: 0.10120643431635389, 5: 0.0013404825737265416}, 'edge_length_total': 328228.1030000009, 'edge_length_avg': 91.1238486951696, 'street_length_total': 172161.63299999994, 'street_length_avg': 92.31186756032169, 'street_segments_count': 1865, 'node_density_km': 71.1565785899889, 'intersection_density_km': 51.07821425595047, 'edge_density_km': 15653.879897159874, 'street_density_km': 8210.745823555844, 'circuity_avg': 1.04610327718464, 'self_loop_proportion': 0.000555247084952804, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04610327718464\n", - "3451\n", - "5988988.112452644\n", - "{'n': 255, 'm': 684, 'k_avg': 5.364705882352941, 'intersection_count': 232, 'streets_per_node_avg': 2.9450980392156865, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 200, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09019607843137255, 2: 0.0, 3: 0.7843137254901961, 4: 0.12549019607843137}, 'edge_length_total': 76030.73999999996, 'edge_length_avg': 111.15605263157889, 'street_length_total': 41087.06199999998, 'street_length_avg': 111.34705149051486, 'street_segments_count': 369, 'node_density_km': 42.57814428948181, 'intersection_density_km': 38.737762647685415, 'edge_density_km': 12695.089482965, 'street_density_km': 6860.434722615234, 'circuity_avg': 1.0932182755664903, 'self_loop_proportion': 0.005847953216374269, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0932182755664903\n", - "3452\n", - "4990634.905356744\n", - "{'n': 188, 'm': 465, 'k_avg': 4.946808510638298, 'intersection_count': 149, 'streets_per_node_avg': 2.6861702127659575, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 131, 4: 17, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2074468085106383, 2: 0.0, 3: 0.6968085106382979, 4: 0.09042553191489362, 5: 0.005319148936170213}, 'edge_length_total': 78284.13200000006, 'edge_length_avg': 168.35297204301088, 'street_length_total': 40639.70200000002, 'street_length_avg': 169.33209166666674, 'street_segments_count': 240, 'node_density_km': 37.67055766756419, 'intersection_density_km': 29.855920704612046, 'edge_density_km': 15686.206962559625, 'street_density_km': 8143.192754168216, 'circuity_avg': 1.2429753905046597, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2429753905046597\n", - "3453\n", - "4995164.429557684\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 84, 'm': 235, 'k_avg': 5.595238095238095, 'intersection_count': 73, 'streets_per_node_avg': 3.0714285714285716, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 45, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13095238095238096, 2: 0.0, 3: 0.5357142857142857, 4: 0.3333333333333333}, 'edge_length_total': 35263.78000000004, 'edge_length_avg': 150.05863829787253, 'street_length_total': 18173.54899999999, 'street_length_avg': 147.75243089430887, 'street_segments_count': 123, 'node_density_km': 16.816263245099645, 'intersection_density_km': 14.614133534431833, 'edge_density_km': 7059.583422586674, 'street_density_km': 3638.228381925205, 'circuity_avg': 1.0305045505043988, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0305045505043988\n", - "3454\n", - "5989912.652495621\n", - "{'n': 29, 'm': 64, 'k_avg': 4.413793103448276, 'intersection_count': 20, 'streets_per_node_avg': 2.413793103448276, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 19, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3103448275862069, 2: 0.0, 3: 0.6551724137931034, 4: 0.034482758620689655}, 'edge_length_total': 16489.538000000008, 'edge_length_avg': 257.6490312500001, 'street_length_total': 8244.768999999998, 'street_length_avg': 257.64903124999995, 'street_segments_count': 32, 'node_density_km': 4.841472936657519, 'intersection_density_km': 3.3389468528672546, 'edge_density_km': 2752.8845505167515, 'street_density_km': 1376.4422752583748, 'circuity_avg': 1.0719501708019876, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0719501708019876\n", - "3455\n", - "33941353.438220985\n", - "{'n': 3624, 'm': 9059, 'k_avg': 4.999448123620309, 'intersection_count': 2745, 'streets_per_node_avg': 2.6153421633554084, 'streets_per_node_counts': {0: 0, 1: 879, 2: 0, 3: 2394, 4: 341, 5: 7, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24254966887417218, 2: 0.0, 3: 0.6605960264900662, 4: 0.09409492273730684, 5: 0.0019315673289183224, 6: 0.0008278145695364238}, 'edge_length_total': 850218.389999995, 'edge_length_avg': 93.85344850424937, 'street_length_total': 442230.92299999984, 'street_length_avg': 95.10342430107524, 'street_segments_count': 4650, 'node_density_km': 106.77240689874945, 'intersection_density_km': 80.8747949605594, 'edge_density_km': 25049.63131619181, 'street_density_km': 13029.266019250972, 'circuity_avg': 1.0401673205357118, 'self_loop_proportion': 0.00044154983993818304, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0401673205357118\n", - "3456\n", - "11993086.585854847\n", - "{'n': 977, 'm': 2733, 'k_avg': 5.59467758444217, 'intersection_count': 863, 'streets_per_node_avg': 2.9365404298874105, 'streets_per_node_counts': {0: 0, 1: 114, 2: 2, 3: 701, 4: 152, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11668372569089049, 2: 0.0020470829068577278, 3: 0.7175025588536336, 4: 0.1555783009211873, 5: 0.008188331627430911}, 'edge_length_total': 227653.68099999975, 'edge_length_avg': 83.29809037687514, 'street_length_total': 116628.36699999977, 'street_length_avg': 82.5395378627033, 'street_segments_count': 1413, 'node_density_km': 81.4635992999763, 'intersection_density_km': 71.95812302546524, 'edge_density_km': 18982.075996057938, 'street_density_km': 9724.633118012855, 'circuity_avg': 1.0380887003670107, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0380887003670107\n", - "3457\n", - "7993145.117460684\n", - "{'n': 8, 'm': 18, 'k_avg': 4.5, 'intersection_count': 6, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 4, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.5, 4: 0.25}, 'edge_length_total': 10574.125999999998, 'edge_length_avg': 587.4514444444444, 'street_length_total': 5287.063, 'street_length_avg': 587.4514444444444, 'street_segments_count': 9, 'node_density_km': 1.0008575951566727, 'intersection_density_km': 0.7506431963675045, 'edge_density_km': 1322.8992899054556, 'street_density_km': 661.4496449527279, 'circuity_avg': 1.1953677639385825, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1953677639385825\n", - "3458\n", - "32969100.497192338\n", - "{'n': 1453, 'm': 4055, 'k_avg': 5.581555402615279, 'intersection_count': 1320, 'streets_per_node_avg': 3.0275292498279422, 'streets_per_node_counts': {0: 0, 1: 133, 2: 1, 3: 1028, 4: 278, 5: 10, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09153475567790778, 2: 0.0006882312456985547, 3: 0.7075017205781142, 4: 0.1913282863041982, 5: 0.006882312456985547, 6: 0.0020646937370956643}, 'edge_length_total': 401340.4609999999, 'edge_length_avg': 98.97421972872993, 'street_length_total': 221928.1400000002, 'street_length_avg': 102.1768600368325, 'street_segments_count': 2172, 'node_density_km': 44.071569381267715, 'intersection_density_km': 40.037489045611416, 'edge_density_km': 12173.230538521311, 'street_density_km': 6731.398086487064, 'circuity_avg': 1.0585382281742635, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0585382281742635\n", - "3459\n", - "8988935.718629185\n", - "{'n': 48, 'm': 114, 'k_avg': 4.75, 'intersection_count': 36, 'streets_per_node_avg': 2.5833333333333335, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 32, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6666666666666666, 4: 0.08333333333333333}, 'edge_length_total': 37077.94999999998, 'edge_length_avg': 325.24517543859633, 'street_length_total': 18538.975, 'street_length_avg': 325.24517543859645, 'street_segments_count': 57, 'node_density_km': 5.33989801490315, 'intersection_density_km': 4.0049235111773624, 'edge_density_km': 4124.843158368295, 'street_density_km': 2062.4215791841484, 'circuity_avg': 1.098923118665395, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.098923118665395\n", - "3460\n", - "10993860.513281202\n", - "{'n': 164, 'm': 436, 'k_avg': 5.317073170731708, 'intersection_count': 139, 'streets_per_node_avg': 2.8048780487804876, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 121, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1524390243902439, 2: 0.0, 3: 0.7378048780487805, 4: 0.10975609756097561}, 'edge_length_total': 88707.64800000006, 'edge_length_avg': 203.45790825688087, 'street_length_total': 44353.82399999997, 'street_length_avg': 203.45790825688061, 'street_segments_count': 218, 'node_density_km': 14.917416843871974, 'intersection_density_km': 12.643420373769539, 'edge_density_km': 8068.835136923579, 'street_density_km': 4034.4175684617844, 'circuity_avg': 1.0285950024635995, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0285950024635995\n", - "3461\n", - "3992765.6258142623\n", - "{'n': 62, 'm': 160, 'k_avg': 5.161290322580645, 'intersection_count': 45, 'streets_per_node_avg': 2.693548387096774, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 31, 4: 13, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27419354838709675, 2: 0.0, 3: 0.5, 4: 0.20967741935483872, 5: 0.016129032258064516}, 'edge_length_total': 28554.799999999996, 'edge_length_avg': 178.46749999999997, 'street_length_total': 14277.400000000001, 'street_length_avg': 178.46750000000003, 'street_segments_count': 80, 'node_density_km': 15.528083992497322, 'intersection_density_km': 11.270383542941603, 'edge_density_km': 7151.6343998219745, 'street_density_km': 3575.817199910988, 'circuity_avg': 1.0329528649075144, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0329528649075144\n", - "3462\n", - "30955051.93792056\n", - "{'n': 3024, 'm': 7281, 'k_avg': 4.815476190476191, 'intersection_count': 2220, 'streets_per_node_avg': 2.5406746031746033, 'streets_per_node_counts': {0: 0, 1: 804, 2: 3, 3: 1999, 4: 214, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26587301587301587, 2: 0.000992063492063492, 3: 0.6610449735449735, 4: 0.07076719576719577, 5: 0.0013227513227513227}, 'edge_length_total': 568891.6919999983, 'edge_length_avg': 78.13373053152016, 'street_length_total': 293632.59599999984, 'street_length_avg': 76.96791507208384, 'street_segments_count': 3815, 'node_density_km': 97.69003153554847, 'intersection_density_km': 71.71688823046217, 'edge_density_km': 18377.9918425236, 'street_density_km': 9485.773003672271, 'circuity_avg': 1.085419451869759, 'self_loop_proportion': 0.002197500343359429, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.085419451869759\n", - "3463\n", - "8983281.105787512\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 237, 'm': 572, 'k_avg': 4.827004219409282, 'intersection_count': 185, 'streets_per_node_avg': 2.654008438818565, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 163, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21940928270042195, 2: 0.0, 3: 0.6877637130801688, 4: 0.09282700421940929}, 'edge_length_total': 69154.65099999998, 'edge_length_avg': 120.89973951048948, 'street_length_total': 36914.38600000001, 'street_length_avg': 118.6957749196142, 'street_segments_count': 311, 'node_density_km': 26.38234262170777, 'intersection_density_km': 20.5938117511221, 'edge_density_km': 7698.15061842458, 'street_density_km': 4109.231979417607, 'circuity_avg': 1.069646893072293, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069646893072293\n", - "3464\n", - "4993312.793214691\n", - "{'n': 439, 'm': 1193, 'k_avg': 5.43507972665148, 'intersection_count': 392, 'streets_per_node_avg': 2.924829157175399, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 334, 4: 55, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1070615034168565, 2: 0.0, 3: 0.7608200455580866, 4: 0.1252847380410023, 5: 0.00683371298405467}, 'edge_length_total': 115074.68700000002, 'edge_length_avg': 96.45824559932944, 'street_length_total': 58981.29700000002, 'street_length_avg': 95.5936742301459, 'street_segments_count': 617, 'node_density_km': 87.91758461367532, 'intersection_density_km': 78.50499582815654, 'edge_density_km': 23045.759752197504, 'street_density_km': 11812.05733399047, 'circuity_avg': 1.066919512912459, 'self_loop_proportion': 0.013411567476948869, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066919512912459\n", - "3465\n", - "7990115.710481298\n", - "{'n': 78, 'm': 192, 'k_avg': 4.923076923076923, 'intersection_count': 63, 'streets_per_node_avg': 2.628205128205128, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 62, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19230769230769232, 2: 0.0, 3: 0.7948717948717948, 4: 0.01282051282051282}, 'edge_length_total': 40290.73000000003, 'edge_length_avg': 209.8475520833335, 'street_length_total': 20145.364999999994, 'street_length_avg': 209.84755208333328, 'street_segments_count': 96, 'node_density_km': 9.762061380122558, 'intersection_density_km': 7.884741883945144, 'edge_density_km': 5042.571529614688, 'street_density_km': 2521.2857648073414, 'circuity_avg': 1.0672281532619632, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0672281532619632\n", - "3466\n", - "10979946.25292381\n", - "{'n': 840, 'm': 2264, 'k_avg': 5.390476190476191, 'intersection_count': 789, 'streets_per_node_avg': 3.0642857142857145, 'streets_per_node_counts': {0: 0, 1: 51, 2: 2, 3: 633, 4: 151, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.060714285714285714, 2: 0.002380952380952381, 3: 0.7535714285714286, 4: 0.17976190476190476, 5: 0.002380952380952381, 6: 0.0011904761904761906}, 'edge_length_total': 184851.71600000007, 'edge_length_avg': 81.64828445229685, 'street_length_total': 105195.90800000001, 'street_length_avg': 82.5713563579278, 'street_segments_count': 1274, 'node_density_km': 76.50310672297866, 'intersection_density_km': 71.85827524336923, 'edge_density_km': 16835.39352032589, 'street_density_km': 9580.730686362673, 'circuity_avg': 1.068389951457115, 'self_loop_proportion': 0.00265017667844523, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068389951457115\n", - "3467\n", - "6996633.923642677\n", - "{'n': 22, 'm': 43, 'k_avg': 3.909090909090909, 'intersection_count': 19, 'streets_per_node_avg': 2.772727272727273, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 18, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13636363636363635, 2: 0.0, 3: 0.8181818181818182, 4: 0.045454545454545456}, 'edge_length_total': 17817.905999999995, 'edge_length_avg': 414.36990697674406, 'street_length_total': 8998.681999999999, 'street_length_avg': 346.1031538461538, 'street_segments_count': 26, 'node_density_km': 3.144369169531465, 'intersection_density_km': 2.715591555504447, 'edge_density_km': 2546.639740545895, 'street_density_km': 1286.1444657826246, 'circuity_avg': 1.0961485488985914, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0961485488985914\n", - "3468\n", - "11986208.588015018\n", - "{'n': 84, 'm': 214, 'k_avg': 5.095238095238095, 'intersection_count': 69, 'streets_per_node_avg': 2.6785714285714284, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 66, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17857142857142858, 2: 0.0, 3: 0.7857142857142857, 4: 0.03571428571428571}, 'edge_length_total': 54441.29999999998, 'edge_length_avg': 254.39859813084104, 'street_length_total': 27220.650000000012, 'street_length_avg': 254.39859813084124, 'street_segments_count': 107, 'node_density_km': 7.008054246944393, 'intersection_density_km': 5.756615988561466, 'edge_density_km': 4541.995043740162, 'street_density_km': 2270.997521870083, 'circuity_avg': 1.0695932086877755, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0695932086877755\n", - "3469\n", - "2995025.6884197704\n", - "{'n': 3, 'm': 8, 'k_avg': 5.333333333333333, 'intersection_count': 3, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 7964.344, 'edge_length_avg': 995.543, 'street_length_total': 3982.172, 'street_length_avg': 995.543, 'street_segments_count': 4, 'node_density_km': 1.0016608577346975, 'intersection_density_km': 1.0016608577346975, 'edge_density_km': 2659.1905474447303, 'street_density_km': 1329.5952737223652, 'circuity_avg': 1.686857721912196, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.686857721912196\n", - "3470\n", - "17966445.996723387\n", - "{'n': 616, 'm': 1791, 'k_avg': 5.814935064935065, 'intersection_count': 539, 'streets_per_node_avg': 2.9983766233766236, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 387, 4: 151, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.6282467532467533, 4: 0.24512987012987014, 5: 0.0016233766233766235}, 'edge_length_total': 297818.2269999997, 'edge_length_avg': 166.28600055834713, 'street_length_total': 149078.445, 'street_length_avg': 166.19670568561872, 'street_segments_count': 897, 'node_density_km': 34.28613539440924, 'intersection_density_km': 30.00036847010809, 'edge_density_km': 16576.35723026769, 'street_density_km': 8297.603489704532, 'circuity_avg': 1.0463245703727446, 'self_loop_proportion': 0.0011166945840312675, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0463245703727446\n", - "3471\n", - "8984157.47869185\n", - "{'n': 497, 'm': 1466, 'k_avg': 5.899396378269618, 'intersection_count': 473, 'streets_per_node_avg': 3.0885311871227366, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 386, 4: 83, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0482897384305835, 2: 0.0, 3: 0.7766599597585513, 4: 0.16700201207243462, 5: 0.006036217303822937, 6: 0.002012072434607646}, 'edge_length_total': 107654.92200000005, 'edge_length_avg': 73.43446248294683, 'street_length_total': 56898.71500000004, 'street_length_avg': 74.96536890645592, 'street_segments_count': 759, 'node_density_km': 55.31960021613138, 'intersection_density_km': 52.64823119160994, 'edge_density_km': 11982.750998669637, 'street_density_km': 6333.227699419718, 'circuity_avg': 1.0453453086551365, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0453453086551365\n", - "3472\n", - "13994455.142150236\n", - "{'n': 190, 'm': 394, 'k_avg': 4.147368421052631, 'intersection_count': 107, 'streets_per_node_avg': 2.1473684210526316, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 103, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4368421052631579, 2: 0.0, 3: 0.5421052631578948, 4: 0.021052631578947368}, 'edge_length_total': 46380.02000000001, 'edge_length_avg': 117.71578680203048, 'street_length_total': 23190.010000000006, 'street_length_avg': 117.71578680203048, 'street_segments_count': 197, 'node_density_km': 13.576805818451225, 'intersection_density_km': 7.6458853819699, 'edge_density_km': 3314.171186294128, 'street_density_km': 1657.085593147064, 'circuity_avg': 1.1266202748978729, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1266202748978729\n", - "3473\n", - "19991990.669523947\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3962, 'm': 10995, 'k_avg': 5.550227158001009, 'intersection_count': 3564, 'streets_per_node_avg': 2.9363957597173145, 'streets_per_node_counts': {0: 0, 1: 398, 2: 0, 3: 3028, 4: 529, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10045431600201918, 2: 0.0, 3: 0.7642604745078243, 4: 0.13351842503785966, 5: 0.001514386673397274, 6: 0.0002523977788995457}, 'edge_length_total': 724314.2060000018, 'edge_length_avg': 65.87668994997742, 'street_length_total': 378864.1220000007, 'street_length_avg': 65.95823850974942, 'street_segments_count': 5744, 'node_density_km': 198.17936420107102, 'intersection_density_km': 178.27139172453738, 'edge_density_km': 36230.21928997575, 'street_density_km': 18950.79525910074, 'circuity_avg': 1.042932851407809, 'self_loop_proportion': 0.00036380172805820825, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042932851407809\n", - "3474\n", - "4993237.022227141\n", - "{'n': 261, 'm': 702, 'k_avg': 5.379310344827586, 'intersection_count': 223, 'streets_per_node_avg': 2.8773946360153255, 'streets_per_node_counts': {0: 0, 1: 38, 2: 1, 3: 177, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14559386973180077, 2: 0.0038314176245210726, 3: 0.6781609195402298, 4: 0.1724137931034483}, 'edge_length_total': 64729.47200000005, 'edge_length_avg': 92.20722507122515, 'street_length_total': 34034.16799999999, 'street_length_avg': 92.73615258855584, 'street_segments_count': 367, 'node_density_km': 52.27070111796652, 'intersection_density_km': 44.6604074686074, 'edge_density_km': 12963.428675999176, 'street_density_km': 6816.052962937393, 'circuity_avg': 1.0771730149757381, 'self_loop_proportion': 0.0014245014245014246, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0771730149757381\n", - "3475\n", - "6988413.727252752\n", - "{'n': 137, 'm': 360, 'k_avg': 5.255474452554744, 'intersection_count': 108, 'streets_per_node_avg': 2.72992700729927, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 87, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2116788321167883, 2: 0.0, 3: 0.635036496350365, 4: 0.15328467153284672}, 'edge_length_total': 69139.18400000002, 'edge_length_avg': 192.05328888888894, 'street_length_total': 35002.115, 'street_length_avg': 192.31931318681316, 'street_segments_count': 182, 'node_density_km': 19.603876551518468, 'intersection_density_km': 15.454150858131348, 'edge_density_km': 9893.401664297236, 'street_density_km': 5008.592273737611, 'circuity_avg': 1.0536790427478309, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0536790427478309\n", - "3476\n", - "5989310.163323022\n", - "{'n': 23, 'm': 56, 'k_avg': 4.869565217391305, 'intersection_count': 17, 'streets_per_node_avg': 2.5217391304347827, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 16, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2608695652173913, 2: 0.0, 3: 0.6956521739130435, 4: 0.043478260869565216}, 'edge_length_total': 16792.814, 'edge_length_avg': 299.87167857142856, 'street_length_total': 8396.406999999997, 'street_length_avg': 299.8716785714285, 'street_segments_count': 28, 'node_density_km': 3.840175140844436, 'intersection_density_km': 2.838390321493714, 'edge_density_km': 2803.7976898967136, 'street_density_km': 1401.8988449483566, 'circuity_avg': 1.0817867054616668, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0817867054616668\n", - "3477\n", - "3993348.6142230146\n", - "{'n': 106, 'm': 296, 'k_avg': 5.584905660377358, 'intersection_count': 93, 'streets_per_node_avg': 2.9056603773584904, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 77, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12264150943396226, 2: 0.0, 3: 0.7264150943396226, 4: 0.1509433962264151}, 'edge_length_total': 48599.83, 'edge_length_avg': 164.18861486486486, 'street_length_total': 24299.915, 'street_length_avg': 164.18861486486486, 'street_segments_count': 148, 'node_density_km': 26.544138826863833, 'intersection_density_km': 23.288725574512608, 'edge_density_km': 12170.194664924356, 'street_density_km': 6085.097332462178, 'circuity_avg': 1.055245100725815, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055245100725815\n", - "3478\n", - "5988760.132204852\n", - "error with entry 3478\n", - "3479\n", - "7985118.727872353\n", - "{'n': 186, 'm': 482, 'k_avg': 5.182795698924731, 'intersection_count': 155, 'streets_per_node_avg': 2.8010752688172045, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 130, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.6989247311827957, 4: 0.13440860215053763}, 'edge_length_total': 80028.57300000005, 'edge_length_avg': 166.03438381742748, 'street_length_total': 40807.013999999996, 'street_length_avg': 163.88359036144575, 'street_segments_count': 249, 'node_density_km': 23.293329296502517, 'intersection_density_km': 19.41110774708543, 'edge_density_km': 10022.214537732212, 'street_density_km': 5110.382874779507, 'circuity_avg': 1.0474784236324108, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0474784236324108\n", - "3480\n", - "980879491.7838267\n", - "error with entry 3480\n", - "3481\n", - "19975199.933352683\n", - "{'n': 974, 'm': 2804, 'k_avg': 5.757700205338809, 'intersection_count': 889, 'streets_per_node_avg': 3.0051334702258727, 'streets_per_node_counts': {0: 0, 1: 85, 2: 1, 3: 722, 4: 157, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08726899383983573, 2: 0.001026694045174538, 3: 0.7412731006160165, 4: 0.16119096509240247, 5: 0.008213552361396304, 6: 0.001026694045174538}, 'edge_length_total': 272887.1699999995, 'edge_length_avg': 97.3206740370897, 'street_length_total': 141799.09599999982, 'street_length_avg': 97.5234497936725, 'street_segments_count': 1454, 'node_density_km': 48.760463136777304, 'intersection_density_km': 44.50518657966635, 'edge_density_km': 13661.298555733529, 'street_density_km': 7098.757282686178, 'circuity_avg': 1.07974573818754, 'self_loop_proportion': 0.0021398002853067048, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07974573818754\n", - "3482\n", - "2996759.9026062456\n", - "{'n': 104, 'm': 302, 'k_avg': 5.8076923076923075, 'intersection_count': 96, 'streets_per_node_avg': 3.1153846153846154, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 69, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07692307692307693, 2: 0.0, 3: 0.6634615384615384, 4: 0.25, 5: 0.009615384615384616}, 'edge_length_total': 38773.74600000001, 'edge_length_avg': 128.38988741721857, 'street_length_total': 19741.428, 'street_length_avg': 124.94574683544303, 'street_segments_count': 158, 'node_density_km': 34.70414827345776, 'intersection_density_km': 32.03459840626871, 'edge_density_km': 12938.55606059029, 'street_density_km': 6587.590811940296, 'circuity_avg': 1.039628709435522, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039628709435522\n", - "3483\n", - "3994438.1803880814\n", - "{'n': 172, 'm': 407, 'k_avg': 4.732558139534884, 'intersection_count': 126, 'streets_per_node_avg': 2.5290697674418605, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 115, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26744186046511625, 2: 0.0, 3: 0.6686046511627907, 4: 0.06395348837209303}, 'edge_length_total': 42742.986999999965, 'edge_length_avg': 105.01962407862399, 'street_length_total': 22994.582999999995, 'street_length_avg': 110.02192822966505, 'street_segments_count': 209, 'node_density_km': 43.059872811272115, 'intersection_density_km': 31.543860315234223, 'edge_density_km': 10700.62548717358, 'street_density_km': 5756.650112373487, 'circuity_avg': 1.0525521445934418, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0525521445934418\n", - "3484\n", - "4990602.7247402975\n", - "{'n': 279, 'm': 716, 'k_avg': 5.132616487455197, 'intersection_count': 232, 'streets_per_node_avg': 2.7419354838709675, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 210, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16845878136200718, 2: 0.0, 3: 0.7526881720430108, 4: 0.07885304659498207}, 'edge_length_total': 91334.69199999994, 'edge_length_avg': 127.56241899441332, 'street_length_total': 45667.346, 'street_length_avg': 127.5624189944134, 'street_segments_count': 358, 'node_density_km': 55.90507106824832, 'intersection_density_km': 46.4873709241348, 'edge_density_km': 18301.33493640347, 'street_density_km': 9150.66746820174, 'circuity_avg': 1.037751829958011, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.037751829958011\n", - "3485\n", - "5992095.152519994\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 37, 'm': 84, 'k_avg': 4.54054054054054, 'intersection_count': 27, 'streets_per_node_avg': 2.4594594594594597, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2702702702702703, 2: 0.0, 3: 0.7297297297297297}, 'edge_length_total': 22705.082000000006, 'edge_length_avg': 270.2985952380953, 'street_length_total': 11352.540999999997, 'street_length_avg': 270.2985952380952, 'street_segments_count': 42, 'node_density_km': 6.174801811089321, 'intersection_density_km': 4.505936456740855, 'edge_density_km': 3789.172471744096, 'street_density_km': 1894.5862358720472, 'circuity_avg': 1.0699636428322383, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0699636428322383\n", - "3486\n", - "6986895.148305164\n", - "{'n': 165, 'm': 496, 'k_avg': 6.012121212121212, 'intersection_count': 141, 'streets_per_node_avg': 3.0545454545454547, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 84, 4: 57}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14545454545454545, 2: 0.0, 3: 0.509090909090909, 4: 0.34545454545454546}, 'edge_length_total': 79851.83600000002, 'edge_length_avg': 160.99160483870972, 'street_length_total': 39925.91799999999, 'street_length_avg': 160.99160483870963, 'street_segments_count': 248, 'node_density_km': 23.615639922695085, 'intersection_density_km': 20.180637752121253, 'edge_density_km': 11428.801249346066, 'street_density_km': 5714.4006246730305, 'circuity_avg': 1.0277401720061168, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0277401720061168\n", - "3487\n", - "10000354.818912178\n", - "{'n': 132, 'm': 345, 'k_avg': 5.2272727272727275, 'intersection_count': 112, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 94, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15151515151515152, 2: 0.0, 3: 0.7121212121212122, 4: 0.13636363636363635}, 'edge_length_total': 69658.25300000003, 'edge_length_avg': 201.907979710145, 'street_length_total': 35051.02500000001, 'street_length_avg': 194.72791666666672, 'street_segments_count': 180, 'node_density_km': 13.199531655653667, 'intersection_density_km': 11.199602616918263, 'edge_density_km': 6965.578148113882, 'street_density_km': 3504.978136747032, 'circuity_avg': 1.056423574131396, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056423574131396\n", - "3488\n", - "8989200.7258335\n", - "{'n': 658, 'm': 1885, 'k_avg': 5.729483282674772, 'intersection_count': 560, 'streets_per_node_avg': 2.9012158054711246, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 431, 4: 127, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14893617021276595, 2: 0.0, 3: 0.6550151975683891, 4: 0.19300911854103345, 5: 0.00303951367781155}, 'edge_length_total': 140652.81400000004, 'edge_length_avg': 74.61687745358093, 'street_length_total': 70464.315, 'street_length_avg': 74.5654126984127, 'street_segments_count': 945, 'node_density_km': 73.19894394047905, 'intersection_density_km': 62.29697356636515, 'edge_density_km': 15646.865421058708, 'street_density_km': 7838.774230226835, 'circuity_avg': 1.0559619394049578, 'self_loop_proportion': 0.0010610079575596816, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0559619394049578\n", - "3489\n", - "40956709.439781345\n", - "{'n': 1982, 'm': 5653, 'k_avg': 5.704339051463169, 'intersection_count': 1844, 'streets_per_node_avg': 3.0504540867810293, 'streets_per_node_counts': {0: 0, 1: 138, 2: 2, 3: 1474, 4: 358, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06962663975782038, 2: 0.0010090817356205853, 3: 0.7436932391523713, 4: 0.18062563067608475, 5: 0.005045408678102927}, 'edge_length_total': 500191.26099999953, 'edge_length_avg': 88.48244489651505, 'street_length_total': 274917.48700000055, 'street_length_avg': 91.63916233333352, 'street_segments_count': 3000, 'node_density_km': 48.392559536896755, 'intersection_density_km': 45.02314822706237, 'edge_density_km': 12212.681825316822, 'street_density_km': 6712.391956297461, 'circuity_avg': 1.0624132923993255, 'self_loop_proportion': 0.0008844861135680169, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0624132923993255\n", - "3490\n", - "6997729.959449595\n", - "{'n': 585, 'm': 1737, 'k_avg': 5.938461538461539, 'intersection_count': 536, 'streets_per_node_avg': 3.0974358974358975, 'streets_per_node_counts': {0: 0, 1: 49, 2: 1, 3: 383, 4: 148, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08376068376068375, 2: 0.0017094017094017094, 3: 0.6547008547008547, 4: 0.252991452991453, 5: 0.006837606837606838}, 'edge_length_total': 136487.13400000008, 'edge_length_avg': 78.57635808865865, 'street_length_total': 71188.16400000003, 'street_length_avg': 79.71798880179175, 'street_segments_count': 893, 'node_density_km': 83.59853886759772, 'intersection_density_km': 76.59626809065364, 'edge_density_km': 19504.487139531666, 'street_density_km': 10173.036743704142, 'circuity_avg': 1.057322749184445, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057322749184445\n", - "3491\n", - "4990650.721263211\n", - "{'n': 405, 'm': 1178, 'k_avg': 5.817283950617284, 'intersection_count': 384, 'streets_per_node_avg': 3.1432098765432097, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 285, 4: 98, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05185185185185185, 2: 0.0, 3: 0.7037037037037037, 4: 0.2419753086419753, 5: 0.0024691358024691358}, 'edge_length_total': 88384.69100000002, 'edge_length_avg': 75.02944906621394, 'street_length_total': 47986.32800000006, 'street_length_avg': 77.77362722852521, 'street_segments_count': 617, 'node_density_km': 81.15174205128268, 'intersection_density_km': 76.94387394491987, 'edge_density_km': 17710.05344522056, 'street_density_km': 9615.244720603083, 'circuity_avg': 1.025575348246727, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025575348246727\n", - "3492\n", - "33984307.92587122\n", - "{'n': 710, 'm': 1874, 'k_avg': 5.27887323943662, 'intersection_count': 582, 'streets_per_node_avg': 2.7295774647887323, 'streets_per_node_counts': {0: 0, 1: 128, 2: 2, 3: 516, 4: 62, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18028169014084508, 2: 0.0028169014084507044, 3: 0.7267605633802817, 4: 0.08732394366197183, 5: 0.0028169014084507044}, 'edge_length_total': 302574.7570000006, 'edge_length_avg': 161.4593153681967, 'street_length_total': 152822.66099999993, 'street_length_avg': 160.19146855345906, 'street_segments_count': 954, 'node_density_km': 20.891995257007974, 'intersection_density_km': 17.125551041660056, 'edge_density_km': 8903.366743851202, 'street_density_km': 4496.859589824417, 'circuity_avg': 1.0736492189001976, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0736492189001976\n", - "3493\n", - "7985490.103338798\n", - "{'n': 102, 'm': 280, 'k_avg': 5.490196078431373, 'intersection_count': 87, 'streets_per_node_avg': 2.872549019607843, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 70, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14705882352941177, 2: 0.0, 3: 0.6862745098039216, 4: 0.16666666666666666}, 'edge_length_total': 62853.754, 'edge_length_avg': 224.47769285714287, 'street_length_total': 31426.87700000001, 'street_length_avg': 224.47769285714293, 'street_segments_count': 140, 'node_density_km': 12.773167166953595, 'intersection_density_km': 10.89476023063689, 'edge_density_km': 7870.995165809591, 'street_density_km': 3935.4975829047967, 'circuity_avg': 1.0211808706127044, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0211808706127044\n", - "3494\n", - "17968877.486260224\n", - "{'n': 152, 'm': 417, 'k_avg': 5.4868421052631575, 'intersection_count': 135, 'streets_per_node_avg': 2.9276315789473686, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 113, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1118421052631579, 2: 0.0, 3: 0.743421052631579, 4: 0.13815789473684212, 5: 0.006578947368421052}, 'edge_length_total': 93851.983, 'edge_length_avg': 225.06470743405274, 'street_length_total': 47497.64800000001, 'street_length_avg': 220.91929302325585, 'street_segments_count': 215, 'node_density_km': 8.459070418629418, 'intersection_density_km': 7.512990174440601, 'edge_density_km': 5223.029823190861, 'street_density_km': 2643.328612837321, 'circuity_avg': 1.0637817979005015, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0637817979005015\n", - "3495\n", - "9991567.977879947\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 532, 'm': 1432, 'k_avg': 5.383458646616542, 'intersection_count': 453, 'streets_per_node_avg': 2.8496240601503757, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 376, 4: 76, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14849624060150377, 2: 0.0, 3: 0.706766917293233, 4: 0.14285714285714285, 5: 0.0018796992481203006}, 'edge_length_total': 150782.69000000026, 'edge_length_avg': 105.29517458100577, 'street_length_total': 78257.02100000002, 'street_length_avg': 105.75273108108111, 'street_segments_count': 740, 'node_density_km': 53.24489621426586, 'intersection_density_km': 45.338229295230136, 'edge_density_km': 15090.993759319243, 'street_density_km': 7832.306318012453, 'circuity_avg': 1.0734610146055852, 'self_loop_proportion': 0.0013966480446927375, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0734610146055852\n", - "3496\n", - "18964016.07001282\n", - "{'n': 849, 'm': 2116, 'k_avg': 4.984687868080094, 'intersection_count': 651, 'streets_per_node_avg': 2.624263839811543, 'streets_per_node_counts': {0: 0, 1: 198, 2: 0, 3: 575, 4: 75, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2332155477031802, 2: 0.0, 3: 0.6772673733804476, 4: 0.08833922261484099, 5: 0.001177856301531213}, 'edge_length_total': 295908.025, 'edge_length_avg': 139.84311200378073, 'street_length_total': 150489.4110000001, 'street_length_avg': 138.95605817174524, 'street_segments_count': 1083, 'node_density_km': 44.7689981312817, 'intersection_density_km': 34.32817171197219, 'edge_density_km': 15603.658207604547, 'street_density_km': 7935.524334318832, 'circuity_avg': 1.0704973180513941, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0704973180513941\n", - "3497\n", - "41953691.61067883\n", - "{'n': 1237, 'm': 2987, 'k_avg': 4.829426030719483, 'intersection_count': 896, 'streets_per_node_avg': 2.5206143896523847, 'streets_per_node_counts': {0: 0, 1: 341, 2: 0, 3: 807, 4: 89}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27566693613581245, 2: 0.0, 3: 0.6523848019401779, 4: 0.0719482619240097}, 'edge_length_total': 407416.68999999843, 'edge_length_avg': 136.39661533310962, 'street_length_total': 206080.63700000002, 'street_length_avg': 133.81859545454546, 'street_segments_count': 1540, 'node_density_km': 29.48489042344812, 'intersection_density_km': 21.35688101811602, 'edge_density_km': 9711.104657505162, 'street_density_km': 4912.097817574284, 'circuity_avg': 1.0451128149266566, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0451128149266566\n", - "3498\n", - "3993299.798251955\n", - "{'n': 22, 'm': 55, 'k_avg': 5.0, 'intersection_count': 19, 'streets_per_node_avg': 2.8181818181818183, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 17, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13636363636363635, 2: 0.0, 3: 0.7727272727272727, 4: 0.09090909090909091}, 'edge_length_total': 16175.058999999994, 'edge_length_avg': 294.0919818181817, 'street_length_total': 8181.579000000001, 'street_length_avg': 282.12341379310345, 'street_segments_count': 29, 'node_density_km': 5.5092282351629045, 'intersection_density_km': 4.757969839458872, 'edge_density_km': 4050.5496249193557, 'street_density_km': 2048.8266379552674, 'circuity_avg': 1.0116433673626408, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0116433673626408\n", - "3499\n", - "12983098.439405993\n", - "{'n': 127, 'm': 320, 'k_avg': 5.039370078740157, 'intersection_count': 103, 'streets_per_node_avg': 2.7086614173228347, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 92, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1889763779527559, 2: 0.0, 3: 0.7244094488188977, 4: 0.08661417322834646}, 'edge_length_total': 84322.92800000001, 'edge_length_avg': 263.50915000000003, 'street_length_total': 42161.46400000001, 'street_length_avg': 263.50915000000003, 'street_segments_count': 160, 'node_density_km': 9.781948476531042, 'intersection_density_km': 7.933391284115727, 'edge_density_km': 6494.823126663283, 'street_density_km': 3247.4115633316414, 'circuity_avg': 1.0454993146720488, 'self_loop_proportion': 0.00625, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454993146720488\n", - "3500\n", - "18977350.954260968\n", - "{'n': 429, 'm': 1103, 'k_avg': 5.142191142191142, 'intersection_count': 347, 'streets_per_node_avg': 2.7202797202797204, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 303, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19114219114219114, 2: 0.0, 3: 0.7062937062937062, 4: 0.10256410256410256}, 'edge_length_total': 180121.00200000012, 'edge_length_avg': 163.3009990933818, 'street_length_total': 90966.01699999998, 'street_length_avg': 159.58950350877188, 'street_segments_count': 570, 'node_density_km': 22.605894839272974, 'intersection_density_km': 18.284954566964384, 'edge_density_km': 9491.366968663122, 'street_density_km': 4793.399100814725, 'circuity_avg': 1.07468687659866, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07468687659866\n", - "3501\n", - "36935638.05943546\n", - "{'n': 3688, 'm': 10779, 'k_avg': 5.8454446854663775, 'intersection_count': 3417, 'streets_per_node_avg': 3.131236442516269, 'streets_per_node_counts': {0: 0, 1: 271, 2: 5, 3: 2412, 4: 972, 5: 25, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07348156182212581, 2: 0.0013557483731019523, 3: 0.6540130151843818, 4: 0.2635574837310195, 5: 0.0067787418655097615, 6: 0.0008134490238611713}, 'edge_length_total': 747120.1890000001, 'edge_length_avg': 69.31256971889786, 'street_length_total': 402732.38399999845, 'street_length_avg': 70.11357660167104, 'street_segments_count': 5744, 'node_density_km': 99.84936483472704, 'intersection_density_km': 92.51227755972404, 'edge_density_km': 20227.623732877233, 'street_density_km': 10903.626014309986, 'circuity_avg': 1.0543417397588026, 'self_loop_proportion': 0.0003710919380276463, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0543417397588026\n", - "3502\n", - "16968026.626162875\n", - "{'n': 663, 'm': 1710, 'k_avg': 5.158371040723982, 'intersection_count': 533, 'streets_per_node_avg': 2.728506787330317, 'streets_per_node_counts': {0: 0, 1: 130, 2: 0, 3: 454, 4: 78, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19607843137254902, 2: 0.0, 3: 0.6847662141779789, 4: 0.11764705882352941, 5: 0.0015082956259426848}, 'edge_length_total': 259342.7179999999, 'edge_length_avg': 151.66240818713445, 'street_length_total': 130958.28, 'street_length_avg': 149.6666057142857, 'street_segments_count': 875, 'node_density_km': 39.07348889809763, 'intersection_density_km': 31.412020486705934, 'edge_density_km': 15284.200320626636, 'street_density_km': 7717.944041770679, 'circuity_avg': 1.0839816931084747, 'self_loop_proportion': 0.0011695906432748538, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0839816931084747\n", - "3503\n", - "13973607.33181389\n", - "{'n': 285, 'm': 762, 'k_avg': 5.347368421052631, 'intersection_count': 248, 'streets_per_node_avg': 2.873684210526316, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 210, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12982456140350876, 2: 0.0, 3: 0.7368421052631579, 4: 0.13333333333333333}, 'edge_length_total': 157627.97300000003, 'edge_length_avg': 206.86085695538063, 'street_length_total': 79078.14900000002, 'street_length_avg': 207.01086125654456, 'street_segments_count': 382, 'node_density_km': 20.395592435972983, 'intersection_density_km': 17.747743593408067, 'edge_density_km': 11280.406644970364, 'street_density_km': 5659.107710860158, 'circuity_avg': 1.0420395708341137, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0420395708341137\n", - "3504\n", - "37968004.42812095\n", - "{'n': 2794, 'm': 7012, 'k_avg': 5.01932712956335, 'intersection_count': 2449, 'streets_per_node_avg': 2.910522548317824, 'streets_per_node_counts': {0: 0, 1: 345, 2: 4, 3: 2015, 4: 416, 5: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12347888332140301, 2: 0.0014316392269148174, 3: 0.7211882605583393, 4: 0.148890479599141, 5: 0.005010737294201861}, 'edge_length_total': 647415.2480000004, 'edge_length_avg': 92.32961323445527, 'street_length_total': 371792.2540000004, 'street_length_avg': 92.37074633540384, 'street_segments_count': 4025, 'node_density_km': 73.58827628903846, 'intersection_density_km': 64.50167810732111, 'edge_density_km': 17051.600624037357, 'street_density_km': 9792.251649776805, 'circuity_avg': 1.0756573083524417, 'self_loop_proportion': 0.0019965772960638907, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0756573083524417\n", - "3505\n", - "3997389.421980873\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 110, 'm': 248, 'k_avg': 4.509090909090909, 'intersection_count': 73, 'streets_per_node_avg': 2.4454545454545453, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 60, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33636363636363636, 2: 0.0, 3: 0.5454545454545454, 4: 0.11818181818181818}, 'edge_length_total': 40332.62800000002, 'edge_length_avg': 162.63156451612912, 'street_length_total': 20166.313999999988, 'street_length_avg': 162.63156451612892, 'street_segments_count': 124, 'node_density_km': 27.517959445014593, 'intersection_density_km': 18.26191854078241, 'edge_density_km': 10089.74201468055, 'street_density_km': 5044.87100734027, 'circuity_avg': 1.016196882626736, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.016196882626736\n", - "3506\n", - "10982695.826730939\n", - "{'n': 1390, 'm': 3498, 'k_avg': 5.033093525179856, 'intersection_count': 1044, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 346, 2: 0, 3: 910, 4: 132, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2489208633093525, 2: 0.0, 3: 0.6546762589928058, 4: 0.09496402877697842, 5: 0.0014388489208633094}, 'edge_length_total': 239625.19499999945, 'edge_length_avg': 68.50348627787291, 'street_length_total': 122761.92600000012, 'street_length_avg': 68.42916722408033, 'street_segments_count': 1794, 'node_density_km': 126.56273304199678, 'intersection_density_km': 95.05862827039182, 'edge_density_km': 21818.43135605853, 'street_density_km': 11177.758897884445, 'circuity_avg': 1.074757716062544, 'self_loop_proportion': 0.004574042309891366, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.074757716062544\n", - "3507\n", - "14974236.288413059\n", - "{'n': 363, 'm': 980, 'k_avg': 5.3994490358126725, 'intersection_count': 310, 'streets_per_node_avg': 2.796143250688705, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 278, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14600550964187328, 2: 0.0, 3: 0.7658402203856749, 4: 0.0881542699724518}, 'edge_length_total': 170161.12399999998, 'edge_length_avg': 173.63379999999998, 'street_length_total': 85214.23800000004, 'street_length_avg': 171.80289919354848, 'street_segments_count': 496, 'node_density_km': 24.241636969551926, 'intersection_density_km': 20.70222440925922, 'edge_density_km': 11363.592821870272, 'street_density_km': 5690.723477225889, 'circuity_avg': 1.0452241122036037, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0452241122036037\n", - "3508\n", - "13975353.754020749\n", - "{'n': 260, 'm': 659, 'k_avg': 5.069230769230769, 'intersection_count': 229, 'streets_per_node_avg': 2.830769230769231, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 212, 4: 16, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11923076923076924, 2: 0.0, 3: 0.8153846153846154, 4: 0.06153846153846154, 5: 0.0038461538461538464}, 'edge_length_total': 72030.36299999991, 'edge_length_avg': 109.30252352048545, 'street_length_total': 41728.057, 'street_length_avg': 116.88531372549019, 'street_segments_count': 357, 'node_density_km': 18.604180228725678, 'intersection_density_km': 16.38598950914685, 'edge_density_km': 5154.0994430482, 'street_density_km': 2985.8318962405315, 'circuity_avg': 1.1093860012860772, 'self_loop_proportion': 0.0030349013657056147, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1093860012860772\n", - "3509\n", - "8983442.325364273\n", - "{'n': 358, 'm': 957, 'k_avg': 5.346368715083799, 'intersection_count': 306, 'streets_per_node_avg': 2.8854748603351954, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 245, 4: 59, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1452513966480447, 2: 0.0, 3: 0.6843575418994413, 4: 0.164804469273743, 5: 0.00558659217877095}, 'edge_length_total': 135420.684, 'edge_length_avg': 141.5054169278997, 'street_length_total': 70370.62000000004, 'street_length_avg': 139.90182902584502, 'street_segments_count': 503, 'node_density_km': 39.851093493326715, 'intersection_density_km': 34.0626665054692, 'edge_density_km': 15074.475807302386, 'street_density_km': 7833.369153082035, 'circuity_avg': 1.069303570866986, 'self_loop_proportion': 0.0041797283176593526, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069303570866986\n", - "3510\n", - "4990354.888868214\n", - "error with entry 3510\n", - "3511\n", - "7985772.078618887\n", - "{'n': 151, 'm': 447, 'k_avg': 5.920529801324503, 'intersection_count': 139, 'streets_per_node_avg': 3.1059602649006623, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 99, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07947019867549669, 2: 0.0, 3: 0.6556291390728477, 4: 0.26490066225165565}, 'edge_length_total': 74261.34200000002, 'edge_length_avg': 166.13275615212532, 'street_length_total': 37623.94300000001, 'street_length_avg': 165.01729385964916, 'street_segments_count': 228, 'node_density_km': 18.908628810517587, 'intersection_density_km': 17.405956322264533, 'edge_density_km': 9299.206297012583, 'street_density_km': 4711.372003808421, 'circuity_avg': 1.0122057413628915, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0122057413628915\n", - "3512\n", - "3993728.286399354\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 3, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.5, 4: 0.25}, 'edge_length_total': 2055.2219999999998, 'edge_length_avg': 342.537, 'street_length_total': 1027.6109999999999, 'street_length_avg': 342.537, 'street_segments_count': 3, 'node_density_km': 1.001570390660277, 'intersection_density_km': 0.7511777929952077, 'edge_density_km': 514.6123753583989, 'street_density_km': 257.30618767919947, 'circuity_avg': 1.0008913902357675, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0008913902357675\n", - "3513\n", - "10983784.059308952\n", - "{'n': 251, 'm': 677, 'k_avg': 5.394422310756972, 'intersection_count': 209, 'streets_per_node_avg': 2.8286852589641436, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 169, 4: 39, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16733067729083664, 2: 0.0, 3: 0.6733067729083665, 4: 0.1553784860557769, 5: 0.00398406374501992}, 'edge_length_total': 111762.60199999984, 'edge_length_avg': 165.0850841949776, 'street_length_total': 56222.27000000003, 'street_length_avg': 162.49210982658968, 'street_segments_count': 346, 'node_density_km': 22.851869505507352, 'intersection_density_km': 19.02805070378899, 'edge_density_km': 10175.236639442037, 'street_density_km': 5118.661264316341, 'circuity_avg': 1.029049370591314, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029049370591314\n", - "3514\n", - "5988723.417418133\n", - "{'n': 126, 'm': 392, 'k_avg': 6.222222222222222, 'intersection_count': 121, 'streets_per_node_avg': 3.134920634920635, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 94, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03968253968253968, 2: 0.0, 3: 0.746031746031746, 4: 0.21428571428571427}, 'edge_length_total': 63112.395999999964, 'edge_length_avg': 161.00101020408155, 'street_length_total': 31556.19799999999, 'street_length_avg': 161.00101020408158, 'street_segments_count': 196, 'node_density_km': 21.03954235614396, 'intersection_density_km': 20.204639881693804, 'edge_density_km': 10538.539117775634, 'street_density_km': 5269.269558887819, 'circuity_avg': 1.013726711706376, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.013726711706376\n", - "3515\n", - "12994233.832380585\n", - "{'n': 1114, 'm': 3247, 'k_avg': 5.829443447037702, 'intersection_count': 1030, 'streets_per_node_avg': 3.104129263913824, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 760, 4: 256, 5: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07540394973070018, 2: 0.0, 3: 0.6822262118491921, 4: 0.22980251346499103, 5: 0.012567324955116697}, 'edge_length_total': 259720.27200000084, 'edge_length_avg': 79.98776470588261, 'street_length_total': 136887.04799999992, 'street_length_avg': 80.05090526315784, 'street_segments_count': 1710, 'node_density_km': 85.7303334979244, 'intersection_density_km': 79.26592774045076, 'edge_density_km': 19987.347876778917, 'street_density_km': 10534.445490652048, 'circuity_avg': 1.0189156198874056, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0189156198874056\n", - "3516\n", - "82933265.27165467\n", - "error with entry 3516\n", - "3517\n", - "1837404517.2921567\n", - "error with entry 3517\n", - "3518\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "37987410.63344899\n", - "{'n': 292, 'm': 733, 'k_avg': 5.02054794520548, 'intersection_count': 232, 'streets_per_node_avg': 2.6780821917808217, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 206, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2054794520547945, 2: 0.0, 3: 0.7054794520547946, 4: 0.08904109589041095}, 'edge_length_total': 184871.07199999984, 'edge_length_avg': 252.21155798090018, 'street_length_total': 93063.853, 'street_length_avg': 248.83383155080216, 'street_segments_count': 374, 'node_density_km': 7.6867571421908325, 'intersection_density_km': 6.107286496535182, 'edge_density_km': 4866.640524248201, 'street_density_km': 2449.860399751876, 'circuity_avg': 1.0671624247425362, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0671624247425362\n", - "3519\n", - "18987667.040989995\n", - "{'n': 341, 'm': 978, 'k_avg': 5.736070381231672, 'intersection_count': 299, 'streets_per_node_avg': 2.941348973607038, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 235, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12316715542521994, 2: 0.0, 3: 0.6891495601173021, 4: 0.187683284457478}, 'edge_length_total': 186509.29599999977, 'edge_length_avg': 190.70480163599157, 'street_length_total': 93254.64800000002, 'street_length_avg': 190.70480163599186, 'street_segments_count': 489, 'node_density_km': 17.95902568039874, 'intersection_density_km': 15.74706357313555, 'edge_density_km': 9822.654652484121, 'street_density_km': 4911.327326242067, 'circuity_avg': 1.0227176450832431, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0227176450832431\n", - "3520\n", - "3992989.6788859107\n", - "{'n': 233, 'm': 575, 'k_avg': 4.935622317596566, 'intersection_count': 175, 'streets_per_node_avg': 2.5836909871244633, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 156, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24892703862660945, 2: 0.0, 3: 0.6695278969957081, 4: 0.0815450643776824}, 'edge_length_total': 54211.34899999997, 'edge_length_avg': 94.2806069565217, 'street_length_total': 27243.444999999978, 'street_length_avg': 92.98104095563133, 'street_segments_count': 293, 'node_density_km': 58.352267032408065, 'intersection_density_km': 43.826810002881594, 'edge_density_km': 13576.631386416595, 'street_density_km': 6822.818787651164, 'circuity_avg': 1.1484506920302604, 'self_loop_proportion': 0.0034782608695652175, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1484506920302604\n", - "3521\n", - "20962119.105811413\n", - "{'n': 1002, 'm': 2492, 'k_avg': 4.974051896207585, 'intersection_count': 765, 'streets_per_node_avg': 2.63373253493014, 'streets_per_node_counts': {0: 0, 1: 237, 2: 1, 3: 656, 4: 108}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23652694610778444, 2: 0.000998003992015968, 3: 0.654690618762475, 4: 0.10778443113772455}, 'edge_length_total': 363687.55100000004, 'edge_length_avg': 145.9420349117175, 'street_length_total': 187903.44799999997, 'street_length_avg': 146.57055226209047, 'street_segments_count': 1282, 'node_density_km': 47.80051076621406, 'intersection_density_km': 36.49440193228918, 'edge_density_km': 17349.75119472408, 'street_density_km': 8963.952883366012, 'circuity_avg': 1.0884895301526514, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0884895301526514\n", - "3522\n", - "5988916.121621416\n", - "{'n': 193, 'm': 488, 'k_avg': 5.05699481865285, 'intersection_count': 156, 'streets_per_node_avg': 2.673575129533679, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 146, 4: 9, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19170984455958548, 2: 0.0, 3: 0.7564766839378239, 4: 0.046632124352331605, 5: 0.0051813471502590676}, 'edge_length_total': 74346.26400000004, 'edge_length_avg': 152.34890163934435, 'street_length_total': 37173.13200000001, 'street_length_avg': 152.34890163934432, 'street_segments_count': 244, 'node_density_km': 32.22619854421136, 'intersection_density_km': 26.048119030554258, 'edge_density_km': 12413.976500955205, 'street_density_km': 6206.9882504776015, 'circuity_avg': 1.0468664186602388, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0468664186602388\n", - "3523\n", - "729810114.4119791\n", - "error with entry 3523\n", - "3524\n", - "3992327.3446066226\n", - "{'n': 87, 'm': 246, 'k_avg': 5.655172413793103, 'intersection_count': 73, 'streets_per_node_avg': 3.0804597701149423, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 38, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16091954022988506, 2: 0.0, 3: 0.4367816091954023, 4: 0.40229885057471265}, 'edge_length_total': 47109.62200000001, 'edge_length_avg': 191.5025284552846, 'street_length_total': 23554.810999999994, 'street_length_avg': 191.5025284552845, 'street_segments_count': 123, 'node_density_km': 21.791800243417264, 'intersection_density_km': 18.28507376746506, 'edge_density_km': 11800.039909964316, 'street_density_km': 5900.0199549821555, 'circuity_avg': 1.0108113969004318, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0108113969004318\n", - "3525\n", - "20982456.273033723\n", - "{'n': 132, 'm': 374, 'k_avg': 5.666666666666667, 'intersection_count': 121, 'streets_per_node_avg': 2.9393939393939394, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 107, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08333333333333333, 2: 0.0, 3: 0.8106060606060606, 4: 0.10606060606060606}, 'edge_length_total': 115038.03000000012, 'edge_length_avg': 307.5883155080217, 'street_length_total': 57519.01499999999, 'street_length_avg': 307.58831550802137, 'street_segments_count': 187, 'node_density_km': 6.290969859884519, 'intersection_density_km': 5.7667223715608085, 'edge_density_km': 5482.5816626552405, 'street_density_km': 2741.290831327617, 'circuity_avg': 1.0667550727818254, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0667550727818254\n", - "3526\n", - "18990156.04924663\n", - "{'n': 278, 'm': 790, 'k_avg': 5.683453237410072, 'intersection_count': 247, 'streets_per_node_avg': 2.9964028776978417, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 186, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11151079136690648, 2: 0.0, 3: 0.6690647482014388, 4: 0.21942446043165467}, 'edge_length_total': 173931.6320000001, 'edge_length_avg': 220.16662278481024, 'street_length_total': 86965.81599999999, 'street_length_avg': 220.1666227848101, 'street_segments_count': 395, 'node_density_km': 14.639163537101565, 'intersection_density_km': 13.006738826129807, 'edge_density_km': 9159.041745046652, 'street_density_km': 4579.520872523322, 'circuity_avg': 1.0330266634107232, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0330266634107232\n", - "3527\n", - "10988243.099604081\n", - "{'n': 308, 'm': 798, 'k_avg': 5.181818181818182, 'intersection_count': 258, 'streets_per_node_avg': 2.7694805194805197, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 229, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16233766233766234, 2: 0.0, 3: 0.7435064935064936, 4: 0.09415584415584416}, 'edge_length_total': 110142.74800000008, 'edge_length_avg': 138.02349373433594, 'street_length_total': 55924.87400000001, 'street_length_avg': 135.73998543689322, 'street_segments_count': 412, 'node_density_km': 28.02995867565922, 'intersection_density_km': 23.479640708831425, 'edge_density_km': 10023.690502803733, 'street_density_km': 5089.519179095614, 'circuity_avg': 1.0630790343659058, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630790343659058\n", - "3528\n", - "11979195.737761024\n", - "{'n': 59, 'm': 115, 'k_avg': 3.8983050847457625, 'intersection_count': 42, 'streets_per_node_avg': 2.4745762711864407, 'streets_per_node_counts': {0: 0, 1: 17, 2: 1, 3: 37, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.288135593220339, 2: 0.01694915254237288, 3: 0.6271186440677966, 4: 0.06779661016949153}, 'edge_length_total': 32268.80599999999, 'edge_length_avg': 280.5983130434782, 'street_length_total': 21361.013000000003, 'street_length_avg': 314.1325441176471, 'street_segments_count': 68, 'node_density_km': 4.9252054387941255, 'intersection_density_km': 3.50607844795514, 'edge_density_km': 2693.73726804394, 'street_density_km': 1783.175888233085, 'circuity_avg': 1.0699152231094664, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0699152231094664\n", - "3529\n", - "4996882.77802922\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 204, 'm': 596, 'k_avg': 5.8431372549019605, 'intersection_count': 184, 'streets_per_node_avg': 2.9607843137254903, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 152, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09803921568627451, 2: 0.0, 3: 0.7450980392156863, 4: 0.1568627450980392}, 'edge_length_total': 57361.837999999996, 'edge_length_avg': 96.24469463087247, 'street_length_total': 28680.91899999999, 'street_length_avg': 96.24469463087246, 'street_segments_count': 298, 'node_density_km': 40.82545239943731, 'intersection_density_km': 36.82295706615914, 'edge_density_km': 11479.524445162913, 'street_density_km': 5739.762222581455, 'circuity_avg': 1.0708843742508258, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0708843742508258\n", - "3530\n", - "9981869.904796444\n", - "{'n': 290, 'm': 718, 'k_avg': 4.951724137931034, 'intersection_count': 232, 'streets_per_node_avg': 2.6620689655172414, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 214, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.7379310344827587, 4: 0.06206896551724138}, 'edge_length_total': 111840.14599999973, 'edge_length_avg': 155.76622005570994, 'street_length_total': 55920.07300000005, 'street_length_avg': 155.76622005571045, 'street_segments_count': 359, 'node_density_km': 29.05267277232801, 'intersection_density_km': 23.242138217862408, 'edge_density_km': 11204.32815361166, 'street_density_km': 5602.164076805848, 'circuity_avg': 1.0950517250796912, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0950517250796912\n", - "3531\n", - "2994448.3656620784\n", - "{'n': 25, 'm': 76, 'k_avg': 6.08, 'intersection_count': 23, 'streets_per_node_avg': 3.08, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 17, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08, 2: 0.0, 3: 0.68, 4: 0.24}, 'edge_length_total': 18809.980000000003, 'edge_length_avg': 247.4997368421053, 'street_length_total': 9404.99, 'street_length_avg': 247.49973684210525, 'street_segments_count': 38, 'node_density_km': 8.348783130368806, 'intersection_density_km': 7.680880479939302, 'edge_density_km': 6281.617748262986, 'street_density_km': 3140.8088741314928, 'circuity_avg': 1.1385969139455385, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1385969139455385\n", - "3532\n", - "11976823.210249297\n", - "{'n': 276, 'm': 735, 'k_avg': 5.326086956521739, 'intersection_count': 222, 'streets_per_node_avg': 2.782608695652174, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 175, 4: 46, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1956521739130435, 2: 0.0, 3: 0.6340579710144928, 4: 0.16666666666666666, 5: 0.0036231884057971015}, 'edge_length_total': 136041.63900000008, 'edge_length_avg': 185.09066530612256, 'street_length_total': 69831.84300000007, 'street_length_avg': 184.25288390501336, 'street_segments_count': 379, 'node_density_km': 23.044508143345556, 'intersection_density_km': 18.535800028343164, 'edge_density_km': 11358.741513657893, 'street_density_km': 5830.581429993949, 'circuity_avg': 1.0287990339618749, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0287990339618749\n", - "3533\n", - "4990565.597913867\n", - "{'n': 123, 'm': 338, 'k_avg': 5.495934959349594, 'intersection_count': 107, 'streets_per_node_avg': 2.9186991869918697, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 85, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13008130081300814, 2: 0.0, 3: 0.6910569105691057, 4: 0.17886178861788618}, 'edge_length_total': 58991.27600000001, 'edge_length_avg': 174.53040236686394, 'street_length_total': 29495.637999999988, 'street_length_avg': 174.53040236686383, 'street_segments_count': 169, 'node_density_km': 24.646505007652017, 'intersection_density_km': 21.44045557576232, 'edge_density_km': 11820.559181640509, 'street_density_km': 5910.279590820251, 'circuity_avg': 1.0138705484721435, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0138705484721435\n", - "3534\n", - "6986751.783625965\n", - "{'n': 78, 'm': 190, 'k_avg': 4.871794871794871, 'intersection_count': 55, 'streets_per_node_avg': 2.5256410256410255, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 46, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2948717948717949, 2: 0.0, 3: 0.5897435897435898, 4: 0.11538461538461539}, 'edge_length_total': 44047.25399999999, 'edge_length_avg': 231.8276526315789, 'street_length_total': 22023.626999999993, 'street_length_avg': 231.82765263157887, 'street_segments_count': 95, 'node_density_km': 11.163986129119328, 'intersection_density_km': 7.872041501302091, 'edge_density_km': 6304.396572843536, 'street_density_km': 3152.1982864217675, 'circuity_avg': 1.059577037531139, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059577037531139\n", - "3535\n", - "13990560.332514869\n", - "{'n': 805, 'm': 2370, 'k_avg': 5.888198757763975, 'intersection_count': 761, 'streets_per_node_avg': 3.1403726708074533, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 567, 4: 187, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0546583850931677, 2: 0.0, 3: 0.7043478260869566, 4: 0.23229813664596274, 5: 0.008695652173913044}, 'edge_length_total': 207887.162000001, 'edge_length_avg': 87.71610210970506, 'street_length_total': 109121.34699999992, 'street_length_avg': 87.36697117694149, 'street_segments_count': 1249, 'node_density_km': 57.53879622170197, 'intersection_density_km': 54.39381854001888, 'edge_density_km': 14859.10192723727, 'street_density_km': 7799.640929777174, 'circuity_avg': 1.0290068012641467, 'self_loop_proportion': 0.0008438818565400844, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0290068012641467\n", - "3536\n", - "17965952.095876776\n", - "{'n': 833, 'm': 2200, 'k_avg': 5.282112845138055, 'intersection_count': 690, 'streets_per_node_avg': 2.807923169267707, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 566, 4: 122, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1716686674669868, 2: 0.0, 3: 0.6794717887154862, 4: 0.14645858343337334, 5: 0.0024009603841536613}, 'edge_length_total': 265762.1980000003, 'edge_length_avg': 120.80099909090924, 'street_length_total': 139310.80100000006, 'street_length_avg': 121.5626535776615, 'street_segments_count': 1146, 'node_density_km': 46.365480412873595, 'intersection_density_km': 38.40598017392891, 'edge_density_km': 14792.547401982292, 'street_density_km': 7754.156320608925, 'circuity_avg': 1.037888863485934, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.037888863485934\n", - "3537\n", - "4997300.449895412\n", - "{'n': 91, 'm': 256, 'k_avg': 5.626373626373627, 'intersection_count': 78, 'streets_per_node_avg': 2.923076923076923, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 59, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.6483516483516484, 4: 0.2087912087912088}, 'edge_length_total': 44859.95399999998, 'edge_length_avg': 175.23419531249993, 'street_length_total': 22429.97699999999, 'street_length_avg': 175.23419531249993, 'street_segments_count': 128, 'node_density_km': 18.20983167059818, 'intersection_density_km': 15.608427146227012, 'edge_density_km': 8976.837484514035, 'street_density_km': 4488.418742257018, 'circuity_avg': 1.0215740130654474, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0215740130654474\n", - "3538\n", - "10995467.217102177\n", - "{'n': 50, 'm': 126, 'k_avg': 5.04, 'intersection_count': 40, 'streets_per_node_avg': 2.72, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 34, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.68, 4: 0.12}, 'edge_length_total': 39446.657999999996, 'edge_length_avg': 313.06871428571424, 'street_length_total': 19723.329, 'street_length_avg': 313.0687142857143, 'street_segments_count': 63, 'node_density_km': 4.547328368387182, 'intersection_density_km': 3.637862694709746, 'edge_density_km': 3587.5381392293434, 'street_density_km': 1793.7690696146722, 'circuity_avg': 1.0893076769929477, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0893076769929477\n", - "3539\n", - "13977786.834869323\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 436, 'm': 1013, 'k_avg': 4.646788990825688, 'intersection_count': 319, 'streets_per_node_avg': 2.522935779816514, 'streets_per_node_counts': {0: 0, 1: 117, 2: 2, 3: 289, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.268348623853211, 2: 0.0045871559633027525, 3: 0.6628440366972477, 4: 0.06422018348623854}, 'edge_length_total': 126977.81699999997, 'edge_length_avg': 125.34828923988151, 'street_length_total': 68826.11199999998, 'street_length_avg': 127.9295762081784, 'street_segments_count': 538, 'node_density_km': 31.1923486279204, 'intersection_density_km': 22.821924798868366, 'edge_density_km': 9084.257651092377, 'street_density_km': 4923.963486716273, 'circuity_avg': 1.0641412536320691, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641412536320691\n", - "3540\n", - "12978632.56065913\n", - "{'n': 1105, 'm': 2990, 'k_avg': 5.411764705882353, 'intersection_count': 986, 'streets_per_node_avg': 2.9457013574660635, 'streets_per_node_counts': {0: 0, 1: 119, 2: 0, 3: 818, 4: 160, 5: 6, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1076923076923077, 2: 0.0, 3: 0.7402714932126697, 4: 0.14479638009049775, 5: 0.005429864253393665, 6: 0.0018099547511312218}, 'edge_length_total': 268571.3720000008, 'edge_length_avg': 89.82320133779291, 'street_length_total': 145690.2430000001, 'street_length_avg': 91.22745335003137, 'street_segments_count': 1597, 'node_density_km': 85.139940192889, 'intersection_density_km': 75.97102355673172, 'edge_density_km': 20693.348913667156, 'street_density_km': 11225.392376205858, 'circuity_avg': 1.073404380352481, 'self_loop_proportion': 0.002006688963210702, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.073404380352481\n", - "3541\n", - "23988257.546835057\n", - "{'n': 691, 'm': 1938, 'k_avg': 5.6092619392185235, 'intersection_count': 607, 'streets_per_node_avg': 2.9667149059334297, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 472, 4: 127, 5: 6, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12156295224312591, 2: 0.0, 3: 0.683068017366136, 4: 0.1837916063675832, 5: 0.008683068017366137, 6: 0.002894356005788712}, 'edge_length_total': 269265.9800000007, 'edge_length_avg': 138.94013415892707, 'street_length_total': 136279.982, 'street_length_avg': 136.82729116465862, 'street_segments_count': 996, 'node_density_km': 28.805760428863184, 'intersection_density_km': 25.304047149522365, 'edge_density_km': 11224.90783143717, 'street_density_km': 5681.112174734858, 'circuity_avg': 1.0565882620181442, 'self_loop_proportion': 0.0010319917440660474, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0565882620181442\n", - "3542\n", - "9991246.406335704\n", - "{'n': 112, 'm': 263, 'k_avg': 4.696428571428571, 'intersection_count': 91, 'streets_per_node_avg': 2.6964285714285716, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 83, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.7410714285714286, 4: 0.07142857142857142}, 'edge_length_total': 57748.879, 'edge_length_avg': 219.5774866920152, 'street_length_total': 29493.03699999999, 'street_length_avg': 203.40025517241372, 'street_segments_count': 145, 'node_density_km': 11.209812614467996, 'intersection_density_km': 9.107972749255246, 'edge_density_km': 5779.947431121303, 'street_density_km': 2951.8876625140288, 'circuity_avg': 1.098822451417968, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.098822451417968\n", - "3543\n", - "71946192.36504894\n", - "{'n': 1298, 'm': 3278, 'k_avg': 5.0508474576271185, 'intersection_count': 970, 'streets_per_node_avg': 2.5577812018489983, 'streets_per_node_counts': {0: 0, 1: 328, 2: 0, 3: 888, 4: 82}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2526964560862866, 2: 0.0, 3: 0.6841294298921418, 4: 0.06317411402157165}, 'edge_length_total': 585020.6680000013, 'edge_length_avg': 178.4687821842591, 'street_length_total': 292573.649, 'street_length_avg': 178.39856646341462, 'street_segments_count': 1640, 'node_density_km': 18.04126052166954, 'intersection_density_km': 13.482297924514217, 'edge_density_km': 8131.363853581793, 'street_density_km': 4066.561959464176, 'circuity_avg': 1.048374158625336, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048374158625336\n", - "3544\n", - "6986469.474259075\n", - "{'n': 20, 'm': 50, 'k_avg': 5.0, 'intersection_count': 17, 'streets_per_node_avg': 2.7, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15, 2: 0.0, 3: 0.85}, 'edge_length_total': 17403.18, 'edge_length_avg': 348.0636, 'street_length_total': 8701.590000000002, 'street_length_avg': 348.06360000000006, 'street_segments_count': 25, 'node_density_km': 2.862676216318977, 'intersection_density_km': 2.43327478387113, 'edge_density_km': 2490.9834737159044, 'street_density_km': 1245.4917368579524, 'circuity_avg': 1.0765169194907744, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0765169194907744\n", - "3545\n", - "5989700.720733875\n", - "{'n': 88, 'm': 230, 'k_avg': 5.2272727272727275, 'intersection_count': 69, 'streets_per_node_avg': 2.715909090909091, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 56, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2159090909090909, 2: 0.0, 3: 0.6363636363636364, 4: 0.14772727272727273}, 'edge_length_total': 48680.224, 'edge_length_avg': 211.65314782608698, 'street_length_total': 24340.11200000001, 'street_length_avg': 211.65314782608704, 'street_segments_count': 115, 'node_density_km': 14.691885972763258, 'intersection_density_km': 11.519774228643918, 'edge_density_km': 8127.32159246106, 'street_density_km': 4063.6607962305316, 'circuity_avg': 1.025650131865871, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025650131865871\n", - "3546\n", - "5989852.809797461\n", - "{'n': 134, 'm': 424, 'k_avg': 6.3283582089552235, 'intersection_count': 129, 'streets_per_node_avg': 3.208955223880597, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 91, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03731343283582089, 2: 0.0, 3: 0.6791044776119403, 4: 0.2835820895522388}, 'edge_length_total': 64024.49800000005, 'edge_length_avg': 151.00117452830202, 'street_length_total': 32012.249, 'street_length_avg': 151.00117452830187, 'street_segments_count': 212, 'node_density_km': 22.371167415135705, 'intersection_density_km': 21.536422362332132, 'edge_density_km': 10688.826592746434, 'street_density_km': 5344.413296373213, 'circuity_avg': 1.0281016099304732, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0281016099304732\n", - "3547\n", - "181731460.89316764\n", - "error with entry 3547\n", - "3548\n", - "17981636.326267168\n", - "error with entry 3548\n", - "3549\n", - "3992609.2899920805\n", - "{'n': 596, 'm': 1496, 'k_avg': 5.02013422818792, 'intersection_count': 444, 'streets_per_node_avg': 2.577181208053691, 'streets_per_node_counts': {0: 0, 1: 152, 2: 0, 3: 393, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2550335570469799, 2: 0.0, 3: 0.6593959731543624, 4: 0.08389261744966443, 5: 0.0016778523489932886}, 'edge_length_total': 86613.00499999973, 'edge_length_avg': 57.89639371657736, 'street_length_total': 43522.078999999976, 'street_length_avg': 57.79824568393091, 'street_segments_count': 753, 'node_density_km': 149.27581356230883, 'intersection_density_km': 111.2054718484314, 'edge_density_km': 21693.33353431423, 'street_density_km': 10900.660655449787, 'circuity_avg': 1.0956824427141627, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0956824427141627\n", - "3550\n", - "17965552.47460913\n", - "{'n': 1117, 'm': 3212, 'k_avg': 5.7511190689346465, 'intersection_count': 1048, 'streets_per_node_avg': 3.1047448522829004, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 806, 4: 231, 5: 9, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06177260519247986, 2: 0.0, 3: 0.7215756490599821, 4: 0.20680393912264997, 5: 0.008057296329453895, 6: 0.0017905102954341987}, 'edge_length_total': 295904.3310000001, 'edge_length_avg': 92.1246360523039, 'street_length_total': 164178.608, 'street_length_avg': 96.12330679156909, 'street_segments_count': 1708, 'node_density_km': 62.17454217334345, 'intersection_density_km': 58.33385872664631, 'edge_density_km': 16470.650230111445, 'street_density_km': 9138.522638367791, 'circuity_avg': 1.041808380700789, 'self_loop_proportion': 0.0012453300124533001, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041808380700789\n", - "3551\n", - "8996877.610289298\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 264, 'm': 626, 'k_avg': 4.742424242424242, 'intersection_count': 221, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 202, 4: 18, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16287878787878787, 2: 0.0, 3: 0.7651515151515151, 4: 0.06818181818181818, 5: 0.003787878787878788}, 'edge_length_total': 89221.98800000011, 'edge_length_avg': 142.52713738019187, 'street_length_total': 50092.563000000024, 'street_length_avg': 143.9441465517242, 'street_segments_count': 348, 'node_density_km': 29.343513542751303, 'intersection_density_km': 24.564077624803176, 'edge_density_km': 9916.99474692878, 'street_density_km': 5567.771972657665, 'circuity_avg': 1.0722213573104855, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0722213573104855\n", - "3552\n", - "14971530.877894964\n", - "{'n': 2243, 'm': 6723, 'k_avg': 5.994650022291574, 'intersection_count': 2081, 'streets_per_node_avg': 3.1190370040124833, 'streets_per_node_counts': {0: 0, 1: 162, 2: 4, 3: 1487, 4: 585, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0722246990637539, 2: 0.0017833259028087382, 3: 0.6629514043691485, 4: 0.26081141328577795, 5: 0.002229157378510923}, 'edge_length_total': 492539.71199999994, 'edge_length_avg': 73.26189379741186, 'street_length_total': 253260.75600000034, 'street_length_avg': 73.60091717523986, 'street_segments_count': 3441, 'node_density_km': 149.81767851888316, 'intersection_density_km': 138.9971417734266, 'edge_density_km': 32898.420075880196, 'street_density_km': 16916.156274568595, 'circuity_avg': 1.0181074672050163, 'self_loop_proportion': 0.0005949724825226833, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0181074672050163\n", - "3553\n", - "1998952.8516819668\n", - "{'n': 105, 'm': 304, 'k_avg': 5.79047619047619, 'intersection_count': 98, 'streets_per_node_avg': 3.066666666666667, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 78, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06666666666666667, 2: 0.0, 3: 0.7428571428571429, 4: 0.18095238095238095, 5: 0.009523809523809525}, 'edge_length_total': 29562.745999999974, 'edge_length_avg': 97.24587499999991, 'street_length_total': 14781.372999999994, 'street_length_avg': 97.24587499999996, 'street_segments_count': 152, 'node_density_km': 52.527502042707255, 'intersection_density_km': 49.025668573193435, 'edge_density_km': 14789.116199076518, 'street_density_km': 7394.5580995382625, 'circuity_avg': 1.0326211612871203, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0326211612871203\n", - "3554\n", - "8989635.574327238\n", - "{'n': 105, 'm': 290, 'k_avg': 5.523809523809524, 'intersection_count': 84, 'streets_per_node_avg': 2.8285714285714287, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 60, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.5714285714285714, 4: 0.22857142857142856}, 'edge_length_total': 49296.346, 'edge_length_avg': 169.98739999999998, 'street_length_total': 24648.17300000001, 'street_length_avg': 169.98740000000006, 'street_segments_count': 145, 'node_density_km': 11.680117523324402, 'intersection_density_km': 9.344094018659522, 'edge_density_km': 5483.6868071472645, 'street_density_km': 2741.8434035736336, 'circuity_avg': 1.0316377467635232, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0316377467635232\n", - "3555\n", - "5989169.008329969\n", - "{'n': 130, 'm': 344, 'k_avg': 5.292307692307692, 'intersection_count': 101, 'streets_per_node_avg': 2.707692307692308, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 81, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2230769230769231, 2: 0.0, 3: 0.6230769230769231, 4: 0.15384615384615385}, 'edge_length_total': 64634.49600000007, 'edge_length_avg': 187.89097674418625, 'street_length_total': 32317.248000000014, 'street_length_avg': 187.89097674418613, 'street_segments_count': 172, 'node_density_km': 21.705849312181865, 'intersection_density_km': 16.863775234848987, 'edge_density_km': 10791.8971580371, 'street_density_km': 5395.948579018546, 'circuity_avg': 1.0979646788768695, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0979646788768695\n", - "3556\n", - "8984951.426518813\n", - "{'n': 131, 'm': 342, 'k_avg': 5.221374045801527, 'intersection_count': 102, 'streets_per_node_avg': 2.648854961832061, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 90, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22137404580152673, 2: 0.0, 3: 0.6870229007633588, 4: 0.0916030534351145}, 'edge_length_total': 61414.936000000045, 'edge_length_avg': 179.57583625731007, 'street_length_total': 30707.467999999986, 'street_length_avg': 179.57583625730987, 'street_segments_count': 171, 'node_density_km': 14.579934134463706, 'intersection_density_km': 11.352315127597695, 'edge_density_km': 6835.310853071028, 'street_density_km': 3417.65542653551, 'circuity_avg': 1.048621397591556, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048621397591556\n", - "3557\n", - "10993927.057867715\n", - "{'n': 63, 'm': 182, 'k_avg': 5.777777777777778, 'intersection_count': 57, 'streets_per_node_avg': 3.0476190476190474, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 42, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09523809523809523, 2: 0.0, 3: 0.6666666666666666, 4: 0.23809523809523808}, 'edge_length_total': 50632.825999999994, 'edge_length_avg': 278.2023406593406, 'street_length_total': 25316.41299999999, 'street_length_avg': 278.20234065934056, 'street_segments_count': 91, 'node_density_km': 5.730436418978654, 'intersection_density_km': 5.184680569552116, 'edge_density_km': 4605.526827082686, 'street_density_km': 2302.7634135413427, 'circuity_avg': 1.0121508506595684, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0121508506595684\n", - "3558\n", - "69936222.3832183\n", - "error with entry 3558\n", - "3559\n", - "2994825.5442864047\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 4, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.5714285714285714, 4: 0.2857142857142857}, 'edge_length_total': 10624.771999999999, 'edge_length_avg': 758.9122857142856, 'street_length_total': 5312.386, 'street_length_avg': 758.9122857142858, 'street_segments_count': 7, 'node_density_km': 2.337364863657837, 'intersection_density_km': 2.003455597421003, 'edge_density_km': 3547.709822453657, 'street_density_km': 1773.854911226829, 'circuity_avg': 1.3734650515835818, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3734650515835818\n", - "3560\n", - "18988486.47284051\n", - "{'n': 420, 'm': 1070, 'k_avg': 5.095238095238095, 'intersection_count': 338, 'streets_per_node_avg': 2.6904761904761907, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 304, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19523809523809524, 2: 0.0, 3: 0.7238095238095238, 4: 0.08095238095238096}, 'edge_length_total': 175533.91500000007, 'edge_length_avg': 164.05038785046736, 'street_length_total': 89558.12800000003, 'street_length_avg': 161.0757697841727, 'street_segments_count': 556, 'node_density_km': 22.11866651935275, 'intersection_density_km': 17.80026019890769, 'edge_density_km': 9244.228877908126, 'street_density_km': 4716.443731736926, 'circuity_avg': 1.0467656585520855, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0467656585520855\n", - "3561\n", - "16967527.684596457\n", - "{'n': 334, 'm': 887, 'k_avg': 5.311377245508982, 'intersection_count': 286, 'streets_per_node_avg': 2.841317365269461, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 244, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1437125748502994, 2: 0.0, 3: 0.7305389221556886, 4: 0.12275449101796407, 5: 0.0029940119760479044}, 'edge_length_total': 139990.6439999999, 'edge_length_avg': 157.82485231116112, 'street_length_total': 73978.28000000001, 'street_length_avg': 159.09307526881724, 'street_segments_count': 465, 'node_density_km': 19.68465920366309, 'intersection_density_km': 16.855726144454025, 'edge_density_km': 8250.503349824317, 'street_density_km': 4359.991707404687, 'circuity_avg': 1.0811127184609932, 'self_loop_proportion': 0.002254791431792559, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0811127184609932\n", - "3562\n", - "8984972.354084168\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 213, 'm': 638, 'k_avg': 5.990610328638498, 'intersection_count': 198, 'streets_per_node_avg': 3.0422535211267605, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 160, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07042253521126761, 2: 0.0, 3: 0.7511737089201878, 4: 0.17370892018779344, 5: 0.004694835680751174}, 'edge_length_total': 103915.20799999984, 'edge_length_avg': 162.87650156739787, 'street_length_total': 51957.60400000001, 'street_length_avg': 162.87650156739815, 'street_segments_count': 319, 'node_density_km': 23.706249903282085, 'intersection_density_km': 22.036795684741094, 'edge_density_km': 11565.445491077624, 'street_density_km': 5782.722745538822, 'circuity_avg': 1.0779794531397384, 'self_loop_proportion': 0.003134796238244514, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0779794531397384\n", - "3563\n", - "17993003.90032277\n", - "{'n': 237, 'm': 680, 'k_avg': 5.738396624472574, 'intersection_count': 214, 'streets_per_node_avg': 2.9915611814345993, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 170, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0970464135021097, 2: 0.0, 3: 0.7172995780590717, 4: 0.18565400843881857}, 'edge_length_total': 145743.00599999994, 'edge_length_avg': 214.3279499999999, 'street_length_total': 72871.50300000001, 'street_length_avg': 214.32795000000004, 'street_segments_count': 340, 'node_density_km': 13.171786173833295, 'intersection_density_km': 11.893511566246097, 'edge_density_km': 8099.981904488194, 'street_density_km': 4049.9909522441, 'circuity_avg': 1.0318758828282375, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0318758828282375\n", - "3564\n", - "6995700.1349855075\n", - "{'n': 19, 'm': 44, 'k_avg': 4.631578947368421, 'intersection_count': 13, 'streets_per_node_avg': 2.6315789473684212, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 8, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3157894736842105, 2: 0.0, 3: 0.42105263157894735, 4: 0.2631578947368421}, 'edge_length_total': 19803.524000000005, 'edge_length_avg': 450.08009090909104, 'street_length_total': 9901.762000000002, 'street_length_avg': 450.08009090909104, 'street_segments_count': 22, 'node_density_km': 2.7159540336757675, 'intersection_density_km': 1.8582843388307884, 'edge_density_km': 2830.8137309892045, 'street_density_km': 1415.4068654946022, 'circuity_avg': 1.096716298279279, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.096716298279279\n", - "3565\n", - "6987252.175239459\n", - "{'n': 146, 'm': 409, 'k_avg': 5.602739726027397, 'intersection_count': 121, 'streets_per_node_avg': 2.958904109589041, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 77, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17123287671232876, 2: 0.0, 3: 0.5273972602739726, 4: 0.3013698630136986}, 'edge_length_total': 65684.48399999992, 'edge_length_avg': 160.59776039119785, 'street_length_total': 33271.551999999996, 'street_length_avg': 159.9593846153846, 'street_segments_count': 208, 'node_density_km': 20.895195470027023, 'intersection_density_km': 17.317251040227877, 'edge_density_km': 9400.617346081239, 'street_density_km': 4761.750565966908, 'circuity_avg': 1.0418096043570604, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0418096043570604\n", - "3566\n", - "8985976.32078379\n", - "{'n': 317, 'm': 786, 'k_avg': 4.958990536277603, 'intersection_count': 255, 'streets_per_node_avg': 2.6813880126182967, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 232, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19558359621451105, 2: 0.0, 3: 0.7318611987381703, 4: 0.07255520504731862}, 'edge_length_total': 93505.4659999999, 'edge_length_avg': 118.96369720101768, 'street_length_total': 51729.878999999986, 'street_length_avg': 124.35067067307689, 'street_segments_count': 416, 'node_density_km': 35.27719066728523, 'intersection_density_km': 28.377550852232602, 'edge_density_km': 10405.710260300799, 'street_density_km': 5756.734399617016, 'circuity_avg': 1.0715017896881724, 'self_loop_proportion': 0.002544529262086514, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0715017896881724\n", - "3567\n", - "8984915.068525743\n", - "{'n': 222, 'm': 567, 'k_avg': 5.108108108108108, 'intersection_count': 201, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 159, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0945945945945946, 2: 0.0, 3: 0.7162162162162162, 4: 0.1891891891891892}, 'edge_length_total': 81769.01400000018, 'edge_length_avg': 144.2134285714289, 'street_length_total': 48081.325, 'street_length_avg': 148.85859133126934, 'street_segments_count': 323, 'node_density_km': 24.708079965905128, 'intersection_density_km': 22.37082915831951, 'edge_density_km': 9100.699714618111, 'street_density_km': 5351.338842192222, 'circuity_avg': 1.0779257694478959, 'self_loop_proportion': 0.007054673721340388, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0779257694478959\n", - "3568\n", - "4992432.77536468\n", - "{'n': 76, 'm': 190, 'k_avg': 5.0, 'intersection_count': 60, 'streets_per_node_avg': 2.6447368421052633, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 55, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21052631578947367, 2: 0.0, 3: 0.7236842105263158, 4: 0.06578947368421052}, 'edge_length_total': 29082.043999999998, 'edge_length_avg': 153.0633894736842, 'street_length_total': 14541.021999999997, 'street_length_avg': 153.06338947368417, 'street_segments_count': 95, 'node_density_km': 15.22303923149941, 'intersection_density_km': 12.018188866973217, 'edge_density_km': 5825.224957160421, 'street_density_km': 2912.61247858021, 'circuity_avg': 1.1969313632703964, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1969313632703964\n", - "3569\n", - "5996830.280482054\n", - "{'n': 14, 'm': 25, 'k_avg': 3.5714285714285716, 'intersection_count': 12, 'streets_per_node_avg': 2.9285714285714284, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 9, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.6428571428571429, 4: 0.21428571428571427}, 'edge_length_total': 16255.269999999999, 'edge_length_avg': 650.2108, 'street_length_total': 8267.787999999999, 'street_length_avg': 459.3215555555555, 'street_segments_count': 18, 'node_density_km': 2.3345666535813003, 'intersection_density_km': 2.0010571316411148, 'edge_density_km': 2710.6436633543217, 'street_density_km': 1378.6930116914023, 'circuity_avg': 1.0140395244797016, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0140395244797016\n", - "3570\n", - "18981671.381511543\n", - "{'n': 324, 'm': 864, 'k_avg': 5.333333333333333, 'intersection_count': 252, 'streets_per_node_avg': 2.808641975308642, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 170, 4: 82}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.5246913580246914, 4: 0.25308641975308643}, 'edge_length_total': 180961.01500000016, 'edge_length_avg': 209.44561921296315, 'street_length_total': 90508.04499999997, 'street_length_avg': 209.0255080831408, 'street_segments_count': 433, 'node_density_km': 17.069097525077865, 'intersection_density_km': 13.275964741727227, 'edge_density_km': 9533.460534790374, 'street_density_km': 4768.181008978813, 'circuity_avg': 1.020101962516887, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.020101962516887\n", - "3571\n", - "10978991.718310352\n", - "{'n': 456, 'm': 1125, 'k_avg': 4.934210526315789, 'intersection_count': 437, 'streets_per_node_avg': 3.175438596491228, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 324, 4: 108, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.041666666666666664, 2: 0.0, 3: 0.7105263157894737, 4: 0.23684210526315788, 5: 0.010964912280701754}, 'edge_length_total': 147336.79999999987, 'edge_length_avg': 130.96604444444432, 'street_length_total': 91210.69499999998, 'street_length_avg': 130.48740343347637, 'street_segments_count': 699, 'node_density_km': 41.53386865567083, 'intersection_density_km': 39.80329079501788, 'edge_density_km': 13419.884428392186, 'street_density_km': 8307.747864303621, 'circuity_avg': 1.0194124669151674, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0194124669151674\n", - "3572\n", - "5992245.015492968\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 301, 'm': 770, 'k_avg': 5.116279069767442, 'intersection_count': 232, 'streets_per_node_avg': 2.647840531561462, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 200, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2292358803986711, 2: 0.0, 3: 0.6644518272425249, 4: 0.10631229235880399}, 'edge_length_total': 86301.21000000004, 'edge_length_avg': 112.07949350649355, 'street_length_total': 43727.794999999925, 'street_length_avg': 112.7005025773194, 'street_segments_count': 388, 'node_density_km': 50.23159086815769, 'intersection_density_km': 38.716707911669715, 'edge_density_km': 14402.149741352028, 'street_density_km': 7297.397701018829, 'circuity_avg': 1.0475251401961965, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0475251401961965\n", - "3573\n", - "5988461.185268354\n", - "{'n': 251, 'm': 616, 'k_avg': 4.908366533864542, 'intersection_count': 188, 'streets_per_node_avg': 2.593625498007968, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 165, 4: 22, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.250996015936255, 2: 0.0, 3: 0.6573705179282868, 4: 0.08764940239043825, 5: 0.00398406374501992}, 'edge_length_total': 88336.14799999988, 'edge_length_avg': 143.40283766233748, 'street_length_total': 44168.073999999986, 'street_length_avg': 143.40283766233762, 'street_segments_count': 308, 'node_density_km': 41.913939530485955, 'intersection_density_km': 31.393707696140872, 'edge_density_km': 14751.059624016147, 'street_density_km': 7375.529812008081, 'circuity_avg': 1.062997327571529, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062997327571529\n", - "3574\n", - "10991504.560376491\n", - "{'n': 128, 'm': 316, 'k_avg': 4.9375, 'intersection_count': 100, 'streets_per_node_avg': 2.6328125, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 91, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21875, 2: 0.0, 3: 0.7109375, 4: 0.0703125}, 'edge_length_total': 62183.628000000004, 'edge_length_avg': 196.78363291139243, 'street_length_total': 31091.813999999995, 'street_length_avg': 196.78363291139237, 'street_segments_count': 158, 'node_density_km': 11.645357493771137, 'intersection_density_km': 9.0979355420087, 'edge_density_km': 5657.426393122475, 'street_density_km': 2828.7131965612366, 'circuity_avg': 1.044260803409706, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044260803409706\n", - "3575\n", - "4990352.293384789\n", - "{'n': 11, 'm': 26, 'k_avg': 4.7272727272727275, 'intersection_count': 9, 'streets_per_node_avg': 2.727272727272727, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 8, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.7272727272727273, 4: 0.09090909090909091}, 'edge_length_total': 10419.446, 'edge_length_avg': 400.7479230769231, 'street_length_total': 5209.722999999999, 'street_length_avg': 400.74792307692303, 'street_segments_count': 13, 'node_density_km': 2.204253197631278, 'intersection_density_km': 1.8034798889710455, 'edge_density_km': 2087.9179239133114, 'street_density_km': 1043.9589619566557, 'circuity_avg': 1.0618884180346193, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0618884180346193\n", - "3576\n", - "4992777.876834365\n", - "{'n': 396, 'm': 1135, 'k_avg': 5.732323232323233, 'intersection_count': 368, 'streets_per_node_avg': 3.1085858585858586, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 272, 4: 93, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0707070707070707, 2: 0.0, 3: 0.6868686868686869, 4: 0.23484848484848486, 5: 0.007575757575757576}, 'edge_length_total': 93392.04400000007, 'edge_length_avg': 82.28373920704851, 'street_length_total': 49936.15999999999, 'street_length_avg': 83.50528428093644, 'street_segments_count': 598, 'node_density_km': 79.31456390987717, 'intersection_density_km': 73.70646343140099, 'edge_density_km': 18705.42738008097, 'street_density_km': 10001.678671045078, 'circuity_avg': 1.0535379485045702, 'self_loop_proportion': 0.001762114537444934, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535379485045702\n", - "3577\n", - "3995856.6140356734\n", - "{'n': 40, 'm': 90, 'k_avg': 4.5, 'intersection_count': 28, 'streets_per_node_avg': 2.4, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3, 2: 0.0, 3: 0.7}, 'edge_length_total': 19485.748000000007, 'edge_length_avg': 216.5083111111112, 'street_length_total': 9742.874000000003, 'street_length_avg': 216.5083111111112, 'street_segments_count': 45, 'node_density_km': 10.010369205816277, 'intersection_density_km': 7.007258444071394, 'edge_density_km': 4876.488293287404, 'street_density_km': 2438.244146643702, 'circuity_avg': 1.04516457854539, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04516457854539\n", - "3578\n", - "15974739.456322547\n", - "{'n': 1172, 'm': 3320, 'k_avg': 5.665529010238908, 'intersection_count': 1107, 'streets_per_node_avg': 3.131399317406143, 'streets_per_node_counts': {0: 0, 1: 65, 2: 1, 3: 836, 4: 257, 5: 11, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05546075085324232, 2: 0.0008532423208191126, 3: 0.7133105802047781, 4: 0.21928327645051193, 5: 0.00938566552901024, 6: 0.0017064846416382253}, 'edge_length_total': 290496.1000000004, 'edge_length_avg': 87.49882530120493, 'street_length_total': 165632.37099999996, 'street_length_avg': 91.45906736609605, 'street_segments_count': 1811, 'node_density_km': 73.36582879516956, 'intersection_density_km': 69.29690484321902, 'edge_density_km': 18184.715988280277, 'street_density_km': 10368.392639696249, 'circuity_avg': 1.0654710963626117, 'self_loop_proportion': 0.0006024096385542169, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0654710963626117\n", - "3579\n", - "179669525.14817226\n", - "{'n': 8339, 'm': 21787, 'k_avg': 5.225326777791102, 'intersection_count': 6790, 'streets_per_node_avg': 2.757524883079506, 'streets_per_node_counts': {0: 0, 1: 1549, 2: 3, 3: 5715, 4: 1065, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1857536874925051, 2: 0.0003597553663508814, 3: 0.6853339728984291, 4: 0.1277131550545629, 5: 0.0008394291881520566}, 'edge_length_total': 2839985.84299999, 'edge_length_avg': 130.35231298480699, 'street_length_total': 1470376.5150000022, 'street_length_avg': 129.29797001406985, 'street_segments_count': 11372, 'node_density_km': 46.41299070124932, 'intersection_density_km': 37.79160653093691, 'edge_density_km': 15806.71981326757, 'street_density_km': 8183.783609309328, 'circuity_avg': 1.0606359431744743, 'self_loop_proportion': 0.001285170055537706, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0606359431744743\n", - "3580\n", - "7985648.584630631\n", - "{'n': 167, 'm': 458, 'k_avg': 5.485029940119761, 'intersection_count': 147, 'streets_per_node_avg': 2.92814371257485, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 120, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11976047904191617, 2: 0.0, 3: 0.718562874251497, 4: 0.15568862275449102, 5: 0.005988023952095809}, 'edge_length_total': 82312.08799999997, 'edge_length_avg': 179.72071615720517, 'street_length_total': 41156.04400000003, 'street_length_avg': 179.72071615720537, 'street_segments_count': 229, 'node_density_km': 20.91251552458897, 'intersection_density_km': 18.408022647392684, 'edge_density_km': 10307.501905157682, 'street_density_km': 5153.750952578846, 'circuity_avg': 1.0203994986167568, 'self_loop_proportion': 0.004366812227074236, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0203994986167568\n", - "3581\n", - "36978513.206741825\n", - "{'n': 1050, 'm': 2750, 'k_avg': 5.238095238095238, 'intersection_count': 841, 'streets_per_node_avg': 2.7104761904761903, 'streets_per_node_counts': {0: 0, 1: 209, 2: 0, 3: 730, 4: 108, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19904761904761906, 2: 0.0, 3: 0.6952380952380952, 4: 0.10285714285714286, 5: 0.002857142857142857}, 'edge_length_total': 421712.5720000002, 'edge_length_avg': 153.35002618181827, 'street_length_total': 213026.463, 'street_length_avg': 153.0362521551724, 'street_segments_count': 1392, 'node_density_km': 28.394867963717015, 'intersection_density_km': 22.74293710236763, 'edge_density_km': 11404.259810075726, 'street_density_km': 5760.817418726331, 'circuity_avg': 1.0473982076260429, 'self_loop_proportion': 0.0007272727272727272, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473982076260429\n", - "3582\n", - "8996303.333945474\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 118, 'm': 298, 'k_avg': 5.0508474576271185, 'intersection_count': 88, 'streets_per_node_avg': 2.6186440677966103, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 74, 4: 13, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2542372881355932, 2: 0.0, 3: 0.6271186440677966, 4: 0.11016949152542373, 5: 0.00847457627118644}, 'edge_length_total': 55843.07599999996, 'edge_length_avg': 187.39287248322134, 'street_length_total': 27921.537999999986, 'street_length_avg': 187.3928724832214, 'street_segments_count': 149, 'node_density_km': 13.116498590566, 'intersection_density_km': 9.781795559066168, 'edge_density_km': 6207.3358275158425, 'street_density_km': 3103.667913757922, 'circuity_avg': 1.066996305846184, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066996305846184\n", - "3583\n", - "10979942.206665583\n", - "{'n': 480, 'm': 1191, 'k_avg': 4.9625, 'intersection_count': 356, 'streets_per_node_avg': 2.5708333333333333, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 314, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25833333333333336, 2: 0.0, 3: 0.6541666666666667, 4: 0.0875}, 'edge_length_total': 162380.90600000016, 'edge_length_avg': 136.339971452561, 'street_length_total': 81278.00099999999, 'street_length_avg': 135.46333499999997, 'street_segments_count': 600, 'node_density_km': 43.71607709452303, 'intersection_density_km': 32.42275717843791, 'edge_density_km': 14788.867094530218, 'street_density_km': 7402.4069954265, 'circuity_avg': 1.0373872824336072, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0373872824336072\n", - "3584\n", - "10985538.345910847\n", - "{'n': 1079, 'm': 3204, 'k_avg': 5.938832252085264, 'intersection_count': 1016, 'streets_per_node_avg': 3.0806302131603336, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 805, 4: 209, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05838739573679333, 2: 0.0, 3: 0.7460611677479148, 4: 0.1936978683966636, 5: 0.0018535681186283596}, 'edge_length_total': 252950.17799999967, 'edge_length_avg': 78.94824531835195, 'street_length_total': 130752.63000000015, 'street_length_avg': 79.67862888482642, 'street_segments_count': 1641, 'node_density_km': 98.22003856566909, 'intersection_density_km': 92.48522630465227, 'edge_density_km': 23025.742574933112, 'street_density_km': 11902.250566415825, 'circuity_avg': 1.0251195078554858, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0251195078554858\n", - "3585\n", - "105895734.73579498\n", - "error with entry 3585\n", - "3586\n", - "6994405.953833928\n", - "{'n': 116, 'm': 314, 'k_avg': 5.413793103448276, 'intersection_count': 102, 'streets_per_node_avg': 2.836206896551724, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 93, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1206896551724138, 2: 0.0, 3: 0.8017241379310345, 4: 0.07758620689655173}, 'edge_length_total': 69855.89600000004, 'edge_length_avg': 222.47100636942687, 'street_length_total': 34927.948, 'street_length_avg': 222.47100636942673, 'street_segments_count': 157, 'node_density_km': 16.5846822111341, 'intersection_density_km': 14.58308263392826, 'edge_density_km': 9987.395135638228, 'street_density_km': 4993.697567819111, 'circuity_avg': 1.0426318223906923, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0426318223906923\n", - "3587\n", - "9980510.521703668\n", - "{'n': 169, 'm': 473, 'k_avg': 5.597633136094674, 'intersection_count': 151, 'streets_per_node_avg': 3.0059171597633134, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 114, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10650887573964497, 2: 0.0, 3: 0.6745562130177515, 4: 0.21893491124260356}, 'edge_length_total': 79975.99699999997, 'edge_length_avg': 169.08244608879488, 'street_length_total': 41658.29299999996, 'street_length_avg': 167.97698790322565, 'street_segments_count': 248, 'node_density_km': 16.93300153659392, 'intersection_density_km': 15.129486580033621, 'edge_density_km': 8013.21704196231, 'street_density_km': 4173.964138348398, 'circuity_avg': 1.019405722052836, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.019405722052836\n", - "3588\n", - "6990762.974181188\n", - "{'n': 250, 'm': 708, 'k_avg': 5.664, 'intersection_count': 218, 'streets_per_node_avg': 2.896, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 180, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.128, 2: 0.0, 3: 0.72, 4: 0.152}, 'edge_length_total': 98773.40200000005, 'edge_length_avg': 139.51045480225994, 'street_length_total': 49386.70100000001, 'street_length_avg': 139.51045480225991, 'street_segments_count': 354, 'node_density_km': 35.76147566772308, 'intersection_density_km': 31.184006782254528, 'edge_density_km': 14129.130448964928, 'street_density_km': 7064.565224482461, 'circuity_avg': 1.0420712362374194, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0420712362374194\n", - "3589\n", - "319612767.9453589\n", - "error with entry 3589\n", - "3590\n", - "5989865.428285604\n", - "{'n': 137, 'm': 323, 'k_avg': 4.7153284671532845, 'intersection_count': 124, 'streets_per_node_avg': 2.934306569343066, 'streets_per_node_counts': {0: 0, 1: 13, 2: 1, 3: 105, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0948905109489051, 2: 0.0072992700729927005, 3: 0.7664233576642335, 4: 0.13138686131386862}, 'edge_length_total': 45026.02800000001, 'edge_length_avg': 139.3994674922601, 'street_length_total': 26142.569999999985, 'street_length_avg': 135.4537305699481, 'street_segments_count': 193, 'node_density_km': 22.871966263724826, 'intersection_density_km': 20.701633698553856, 'edge_density_km': 7517.034988361531, 'street_density_km': 4364.467000635506, 'circuity_avg': 1.0473486251726631, 'self_loop_proportion': 0.0030959752321981426, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473486251726631\n", - "3591\n", - "12976922.885254046\n", - "{'n': 621, 'm': 1865, 'k_avg': 6.006441223832528, 'intersection_count': 567, 'streets_per_node_avg': 3.1207729468599035, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 387, 4: 177, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08695652173913043, 2: 0.0, 3: 0.6231884057971014, 4: 0.28502415458937197, 5: 0.004830917874396135}, 'edge_length_total': 236087.09600000017, 'edge_length_avg': 126.58825522788213, 'street_length_total': 119126.63999999993, 'street_length_avg': 126.32729586426291, 'street_segments_count': 943, 'node_density_km': 47.85417972281052, 'intersection_density_km': 43.692946703435695, 'edge_density_km': 18192.841098583624, 'street_density_km': 9179.88347879959, 'circuity_avg': 1.023065097694955, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023065097694955\n", - "3592\n", - "13974177.111891283\n", - "{'n': 252, 'm': 706, 'k_avg': 5.603174603174603, 'intersection_count': 210, 'streets_per_node_avg': 2.9484126984126986, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 139, 4: 71}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.5515873015873016, 4: 0.28174603174603174}, 'edge_length_total': 134669.84200000015, 'edge_length_avg': 190.75048441926367, 'street_length_total': 67502.56399999995, 'street_length_avg': 190.68520903954789, 'street_segments_count': 354, 'node_density_km': 18.033262208016627, 'intersection_density_km': 15.027718506680522, 'edge_density_km': 9637.049890072114, 'street_density_km': 4830.521572719932, 'circuity_avg': 1.015979629549037, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.015979629549037\n", - "3593\n", - "21958682.46315835\n", - "{'n': 1185, 'm': 2994, 'k_avg': 5.053164556962026, 'intersection_count': 948, 'streets_per_node_avg': 2.7569620253164557, 'streets_per_node_counts': {0: 0, 1: 237, 2: 3, 3: 762, 4: 178, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.002531645569620253, 3: 0.6430379746835443, 4: 0.150210970464135, 5: 0.0033755274261603376, 6: 0.0008438818565400844}, 'edge_length_total': 357340.86399999936, 'edge_length_avg': 119.35232598530372, 'street_length_total': 195865.93000000014, 'street_length_avg': 121.42959082455062, 'street_segments_count': 1613, 'node_density_km': 53.96498637785574, 'intersection_density_km': 43.17198910228459, 'edge_density_km': 16273.328994102249, 'street_density_km': 8919.748729397512, 'circuity_avg': 1.0513167868752782, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0513167868752782\n", - "3594\n", - "4992135.993383998\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 116, 'm': 292, 'k_avg': 5.0344827586206895, 'intersection_count': 92, 'streets_per_node_avg': 2.6551724137931036, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 84, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20689655172413793, 2: 0.0, 3: 0.7241379310344828, 4: 0.06896551724137931}, 'edge_length_total': 46899.16199999999, 'edge_length_avg': 160.61356849315064, 'street_length_total': 23449.581, 'street_length_avg': 160.61356849315067, 'street_segments_count': 146, 'node_density_km': 23.236546471036252, 'intersection_density_km': 18.428985132201166, 'edge_density_km': 9394.608252290149, 'street_density_km': 4697.304126145075, 'circuity_avg': 1.0924463417356047, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0924463417356047\n", - "3595\n", - "15982040.262961138\n", - "{'n': 263, 'm': 708, 'k_avg': 5.38403041825095, 'intersection_count': 212, 'streets_per_node_avg': 2.741444866920152, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 179, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19391634980988592, 2: 0.0, 3: 0.6806083650190115, 4: 0.12167300380228137, 5: 0.0038022813688212928}, 'edge_length_total': 113501.44399999994, 'edge_length_avg': 160.31277401129935, 'street_length_total': 56750.722, 'street_length_avg': 160.31277401129944, 'street_segments_count': 354, 'node_density_km': 16.455971557618362, 'intersection_density_km': 13.264889620589708, 'edge_density_km': 7101.811917158222, 'street_density_km': 3550.905958579113, 'circuity_avg': 1.0897450465840484, 'self_loop_proportion': 0.002824858757062147, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0897450465840484\n", - "3596\n", - "10982451.27866689\n", - "{'n': 569, 'm': 1632, 'k_avg': 5.736379613356767, 'intersection_count': 519, 'streets_per_node_avg': 3.0579964850615116, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 388, 4: 129, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08787346221441125, 2: 0.0, 3: 0.6818980667838312, 4: 0.22671353251318102, 5: 0.0035149384885764497}, 'edge_length_total': 160714.06300000026, 'edge_length_avg': 98.47675428921585, 'street_length_total': 86050.39599999995, 'street_length_avg': 100.05859999999994, 'street_segments_count': 860, 'node_density_km': 51.809927088433064, 'intersection_density_km': 47.25720941809624, 'edge_density_km': 14633.715089834535, 'street_density_km': 7835.263168173619, 'circuity_avg': 1.0331602486007279, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0331602486007279\n", - "3597\n", - "11977220.079200052\n", - "{'n': 339, 'm': 892, 'k_avg': 5.262536873156342, 'intersection_count': 280, 'streets_per_node_avg': 2.728613569321534, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 254, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17404129793510326, 2: 0.0, 3: 0.7492625368731564, 4: 0.07669616519174041}, 'edge_length_total': 141160.65000000002, 'edge_length_avg': 158.2518497757848, 'street_length_total': 70792.14300000005, 'street_length_avg': 157.66624276169279, 'street_segments_count': 449, 'node_density_km': 28.30372972679329, 'intersection_density_km': 23.377711868737823, 'edge_density_km': 11785.760724656237, 'street_density_km': 5910.565434373166, 'circuity_avg': 1.0397147151762258, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397147151762258\n", - "3598\n", - "28962354.51030244\n", - "{'n': 774, 'm': 1762, 'k_avg': 4.552971576227391, 'intersection_count': 499, 'streets_per_node_avg': 2.3165374677002584, 'streets_per_node_counts': {0: 0, 1: 275, 2: 0, 3: 478, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.355297157622739, 2: 0.0, 3: 0.6175710594315246, 4: 0.027131782945736434}, 'edge_length_total': 291691.84200000047, 'edge_length_avg': 165.5458808172534, 'street_length_total': 145845.921, 'street_length_avg': 165.54588081725313, 'street_segments_count': 881, 'node_density_km': 26.724346590145977, 'intersection_density_km': 17.229262207342174, 'edge_density_km': 10071.413285692652, 'street_density_km': 5035.706642846318, 'circuity_avg': 1.0765740730929625, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0765740730929625\n", - "3599\n", - "10986160.471431995\n", - "{'n': 208, 'm': 468, 'k_avg': 4.5, 'intersection_count': 143, 'streets_per_node_avg': 2.4134615384615383, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 135, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3125, 2: 0.0, 3: 0.6490384615384616, 4: 0.038461538461538464}, 'edge_length_total': 87956.40400000001, 'edge_length_avg': 187.9410341880342, 'street_length_total': 43978.20200000004, 'street_length_avg': 187.94103418803437, 'street_segments_count': 234, 'node_density_km': 18.932911142238954, 'intersection_density_km': 13.016376410289281, 'edge_density_km': 8006.109525590727, 'street_density_km': 4003.0547627953665, 'circuity_avg': 1.0739697013425424, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0739697013425424\n", - "3600\n", - "3992289.140957985\n", - "{'n': 23, 'm': 62, 'k_avg': 5.391304347826087, 'intersection_count': 20, 'streets_per_node_avg': 2.9565217391304346, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 15, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13043478260869565, 2: 0.0, 3: 0.6521739130434783, 4: 0.21739130434782608}, 'edge_length_total': 21262.45400000001, 'edge_length_avg': 342.942806451613, 'street_length_total': 10631.226999999999, 'street_length_avg': 342.94280645161285, 'street_segments_count': 31, 'node_density_km': 5.761105768627005, 'intersection_density_km': 5.009657190110439, 'edge_density_km': 5325.880278024626, 'street_density_km': 2662.9401390123116, 'circuity_avg': 1.0014031742109517, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0014031742109517\n", - "3601\n", - "50902633.004731365\n", - "{'n': 1552, 'm': 4179, 'k_avg': 5.385309278350515, 'intersection_count': 1250, 'streets_per_node_avg': 2.7622422680412373, 'streets_per_node_counts': {0: 0, 1: 302, 2: 0, 3: 1015, 4: 235}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19458762886597938, 2: 0.0, 3: 0.6539948453608248, 4: 0.15141752577319587}, 'edge_length_total': 710613.4619999955, 'edge_length_avg': 170.04390093323656, 'street_length_total': 355564.3970000005, 'street_length_avg': 169.47778693994306, 'street_segments_count': 2098, 'node_density_km': 30.48958194079553, 'intersection_density_km': 24.556686485821142, 'edge_density_km': 13960.249599150293, 'street_density_km': 6985.186738119245, 'circuity_avg': 1.045023296989556, 'self_loop_proportion': 0.000957166786312515, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045023296989556\n", - "3602\n", - "5991891.854015007\n", - "{'n': 176, 'm': 506, 'k_avg': 5.75, 'intersection_count': 159, 'streets_per_node_avg': 3.0113636363636362, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 123, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09659090909090909, 2: 0.0, 3: 0.6988636363636364, 4: 0.20454545454545456}, 'edge_length_total': 89499.19999999991, 'edge_length_avg': 176.87588932806307, 'street_length_total': 44749.59999999999, 'street_length_avg': 176.8758893280632, 'street_segments_count': 253, 'node_density_km': 29.37302679821684, 'intersection_density_km': 26.535859437025444, 'edge_density_km': 14936.718181925944, 'street_density_km': 7468.359090962978, 'circuity_avg': 1.011135029617352, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.011135029617352\n", - "3603\n", - "12977398.030545365\n", - "{'n': 914, 'm': 2618, 'k_avg': 5.728665207877461, 'intersection_count': 837, 'streets_per_node_avg': 3.0656455142231946, 'streets_per_node_counts': {0: 0, 1: 77, 2: 2, 3: 623, 4: 208, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08424507658643327, 2: 0.002188183807439825, 3: 0.6816192560175055, 4: 0.2275711159737418, 5: 0.00437636761487965}, 'edge_length_total': 243696.60099999988, 'edge_length_avg': 93.08502711993884, 'street_length_total': 131258.37999999995, 'street_length_avg': 94.83986994219649, 'street_segments_count': 1384, 'node_density_km': 70.43014307249308, 'intersection_density_km': 64.49675027535746, 'edge_density_km': 18778.54100077708, 'street_density_km': 10114.383460463525, 'circuity_avg': 1.0519938017859034, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0519938017859034\n", - "3604\n", - "16977247.030102342\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 209, 'm': 535, 'k_avg': 5.119617224880383, 'intersection_count': 170, 'streets_per_node_avg': 2.751196172248804, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 144, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18660287081339713, 2: 0.0, 3: 0.6889952153110048, 4: 0.12440191387559808}, 'edge_length_total': 127589.816, 'edge_length_avg': 238.4856373831776, 'street_length_total': 65064.679, 'street_length_avg': 234.04560791366904, 'street_segments_count': 278, 'node_density_km': 12.3105942694609, 'intersection_density_km': 10.01340203736054, 'edge_density_km': 7515.341902828568, 'street_density_km': 3832.4634662282915, 'circuity_avg': 1.113457073433514, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.113457073433514\n", - "3605\n", - "2994265.7871485613\n", - "{'n': 200, 'm': 516, 'k_avg': 5.16, 'intersection_count': 189, 'streets_per_node_avg': 3.11, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 147, 4: 40, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.055, 2: 0.0, 3: 0.735, 4: 0.2, 5: 0.01}, 'edge_length_total': 46409.74399999998, 'edge_length_avg': 89.94136434108523, 'street_length_total': 25645.607, 'street_length_avg': 86.93426101694915, 'street_segments_count': 295, 'node_density_km': 66.79433764978491, 'intersection_density_km': 63.120649079046736, 'edge_density_km': 15499.540554880388, 'street_density_km': 8564.906665958437, 'circuity_avg': 1.0366508517864903, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0366508517864903\n", - "3606\n", - "4990952.995692488\n", - "{'n': 184, 'm': 474, 'k_avg': 5.1521739130434785, 'intersection_count': 159, 'streets_per_node_avg': 2.8043478260869565, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 145, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1358695652173913, 2: 0.0, 3: 0.7880434782608695, 4: 0.07608695652173914}, 'edge_length_total': 66898.01299999998, 'edge_length_avg': 141.1350485232067, 'street_length_total': 37055.73600000001, 'street_length_avg': 149.4182903225807, 'street_segments_count': 248, 'node_density_km': 36.866706650774674, 'intersection_density_km': 31.857643247136807, 'edge_density_km': 13403.855547775594, 'street_density_km': 7424.581243698646, 'circuity_avg': 1.081260918364409, 'self_loop_proportion': 0.004219409282700422, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.081260918364409\n", - "3607\n", - "5988534.647151679\n", - "{'n': 105, 'm': 288, 'k_avg': 5.485714285714286, 'intersection_count': 95, 'streets_per_node_avg': 3.0476190476190474, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 70, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09523809523809523, 2: 0.0, 3: 0.6666666666666666, 4: 0.23809523809523808}, 'edge_length_total': 59828.21400000004, 'edge_length_avg': 207.73685416666683, 'street_length_total': 29914.107, 'street_length_avg': 207.73685416666666, 'street_segments_count': 144, 'node_density_km': 17.533504636220325, 'intersection_density_km': 15.863647051818388, 'edge_density_km': 9990.459690912214, 'street_density_km': 4995.229845456103, 'circuity_avg': 1.0164523116087651, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0164523116087651\n", - "3608\n", - "2995545.377680878\n", - "{'n': 110, 'm': 262, 'k_avg': 4.763636363636364, 'intersection_count': 84, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 76, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23636363636363636, 2: 0.0, 3: 0.6909090909090909, 4: 0.07272727272727272}, 'edge_length_total': 35287.56000000004, 'edge_length_avg': 134.68534351145053, 'street_length_total': 17643.779999999995, 'street_length_avg': 134.68534351145036, 'street_segments_count': 131, 'node_density_km': 36.72119301533029, 'intersection_density_km': 28.04163830261586, 'edge_density_km': 11780.01183454591, 'street_density_km': 5890.005917272946, 'circuity_avg': 1.1458541215512292, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1458541215512292\n", - "3609\n", - "6987131.670679243\n", - "{'n': 131, 'm': 368, 'k_avg': 5.6183206106870225, 'intersection_count': 115, 'streets_per_node_avg': 2.9389312977099236, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 91, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12213740458015267, 2: 0.0, 3: 0.6946564885496184, 4: 0.183206106870229}, 'edge_length_total': 66115.18199999997, 'edge_length_avg': 179.66082065217384, 'street_length_total': 33057.590999999986, 'street_length_avg': 179.66082065217384, 'street_segments_count': 184, 'node_density_km': 18.748752159591838, 'intersection_density_km': 16.45882823170276, 'edge_density_km': 9462.421078658832, 'street_density_km': 4731.210539329416, 'circuity_avg': 1.051259198707397, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051259198707397\n", - "3610\n", - "10978262.619821362\n", - "{'n': 344, 'm': 992, 'k_avg': 5.767441860465116, 'intersection_count': 294, 'streets_per_node_avg': 2.933139534883721, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 217, 4: 77}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14534883720930233, 2: 0.0, 3: 0.6308139534883721, 4: 0.2238372093023256}, 'edge_length_total': 148902.95399999988, 'edge_length_avg': 150.10378427419343, 'street_length_total': 74451.47699999993, 'street_length_avg': 150.1037842741934, 'street_segments_count': 496, 'node_density_km': 31.334648469686325, 'intersection_density_km': 26.780193750255172, 'edge_density_km': 13563.435231650783, 'street_density_km': 6781.717615825391, 'circuity_avg': 1.0424068890643925, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0424068890643925\n", - "3611\n", - "102806757.0754729\n", - "error with entry 3611\n", - "3612\n", - "5990522.182020476\n", - "{'n': 143, 'm': 402, 'k_avg': 5.6223776223776225, 'intersection_count': 126, 'streets_per_node_avg': 2.923076923076923, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 103, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11888111888111888, 2: 0.0, 3: 0.7202797202797203, 4: 0.16083916083916083}, 'edge_length_total': 44161.76799999994, 'edge_length_avg': 109.85514427860682, 'street_length_total': 22080.884000000005, 'street_length_avg': 109.85514427860699, 'street_segments_count': 201, 'node_density_km': 23.871040896766885, 'intersection_density_km': 21.033224846102293, 'edge_density_km': 7371.9396503603475, 'street_density_km': 3685.96982518018, 'circuity_avg': 1.0192581704696155, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0192581704696155\n", - "3613\n", - "10978248.348824615\n", - "{'n': 888, 'm': 2500, 'k_avg': 5.63063063063063, 'intersection_count': 824, 'streets_per_node_avg': 3.0855855855855854, 'streets_per_node_counts': {0: 0, 1: 64, 2: 2, 3: 629, 4: 186, 5: 1, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07207207207207207, 2: 0.0022522522522522522, 3: 0.7083333333333334, 4: 0.20945945945945946, 5: 0.0011261261261261261, 6: 0.006756756756756757}, 'edge_length_total': 209630.48499999958, 'edge_length_avg': 83.85219399999983, 'street_length_total': 111762.20999999992, 'street_length_avg': 84.92569148936164, 'street_segments_count': 1316, 'node_density_km': 80.88722096499791, 'intersection_density_km': 75.05751134589896, 'edge_density_km': 19095.075857201176, 'street_density_km': 10180.331729511816, 'circuity_avg': 1.0259853033428175, 'self_loop_proportion': 0.0016, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0259853033428175\n", - "3614\n", - "6986688.080700761\n", - "{'n': 228, 'm': 615, 'k_avg': 5.394736842105263, 'intersection_count': 208, 'streets_per_node_avg': 3.008771929824561, 'streets_per_node_counts': {0: 0, 1: 20, 2: 2, 3: 165, 4: 38, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08771929824561403, 2: 0.008771929824561403, 3: 0.7236842105263158, 4: 0.16666666666666666, 5: 0.013157894736842105}, 'edge_length_total': 69296.40099999988, 'edge_length_avg': 112.67707479674777, 'street_length_total': 36908.361999999994, 'street_length_avg': 110.50407784431135, 'street_segments_count': 334, 'node_density_km': 32.63348776508307, 'intersection_density_km': 29.770901119023154, 'edge_density_km': 9918.347606130643, 'street_density_km': 5282.669209457266, 'circuity_avg': 1.03913666194721, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03913666194721\n", - "3615\n", - "3992921.0104583227\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 115, 'm': 319, 'k_avg': 5.547826086956522, 'intersection_count': 106, 'streets_per_node_avg': 3.243478260869565, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 61, 4: 44, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0782608695652174, 2: 0.0, 3: 0.5304347826086957, 4: 0.3826086956521739, 5: 0.008695652173913044}, 'edge_length_total': 58099.47899999999, 'edge_length_avg': 182.13002821316613, 'street_length_total': 31256.456, 'street_length_avg': 178.60832, 'street_segments_count': 175, 'node_density_km': 28.800970442137512, 'intersection_density_km': 26.546981451013707, 'edge_density_km': 14550.620672892077, 'street_density_km': 7827.967525060623, 'circuity_avg': 1.0040101000874446, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0040101000874446\n", - "3616\n", - "11978597.02711587\n", - "{'n': 394, 'm': 1111, 'k_avg': 5.6395939086294415, 'intersection_count': 343, 'streets_per_node_avg': 2.918781725888325, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 276, 4: 65, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12944162436548223, 2: 0.0, 3: 0.700507614213198, 4: 0.1649746192893401, 5: 0.0025380710659898475, 6: 0.0025380710659898475}, 'edge_length_total': 160767.96900000013, 'edge_length_avg': 144.70564266426655, 'street_length_total': 81758.98500000003, 'street_length_avg': 145.22022202486684, 'street_segments_count': 563, 'node_density_km': 32.89199888001114, 'intersection_density_km': 28.634405116354877, 'edge_density_km': 13421.268670785965, 'street_density_km': 6825.422444291494, 'circuity_avg': 1.0262022978951073, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0262022978951073\n", - "3617\n", - "1999009.4906178564\n", - "error with entry 3617\n", - "3618\n", - "4991050.671656487\n", - "{'n': 185, 'm': 500, 'k_avg': 5.405405405405405, 'intersection_count': 148, 'streets_per_node_avg': 2.8864864864864863, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 95, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.5135135135135135, 4: 0.2864864864864865}, 'edge_length_total': 82346.32600000009, 'edge_length_avg': 164.69265200000018, 'street_length_total': 41360.09400000001, 'street_length_avg': 164.1273571428572, 'street_segments_count': 252, 'node_density_km': 37.066343776189335, 'intersection_density_km': 29.653075020951466, 'edge_density_km': 16498.7958282279, 'street_density_km': 8286.851150375709, 'circuity_avg': 1.062414101915168, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062414101915168\n", - "3619\n", - "4990499.304205719\n", - "{'n': 116, 'm': 310, 'k_avg': 5.344827586206897, 'intersection_count': 98, 'streets_per_node_avg': 2.8189655172413794, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 83, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15517241379310345, 2: 0.0, 3: 0.7155172413793104, 4: 0.12931034482758622}, 'edge_length_total': 50528.96999999996, 'edge_length_avg': 162.9966774193547, 'street_length_total': 25264.485000000004, 'street_length_avg': 162.99667741935485, 'street_segments_count': 155, 'node_density_km': 23.244167152220932, 'intersection_density_km': 19.637313628600445, 'edge_density_km': 10125.032971634104, 'street_density_km': 5062.5164858170565, 'circuity_avg': 1.0554751609272592, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0554751609272592\n", - "3620\n", - "4993967.076509085\n", - "{'n': 51, 'm': 120, 'k_avg': 4.705882352941177, 'intersection_count': 37, 'streets_per_node_avg': 2.5686274509803924, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 32, 4: 4, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27450980392156865, 2: 0.0, 3: 0.6274509803921569, 4: 0.0784313725490196, 5: 0.0196078431372549}, 'edge_length_total': 18917.100000000002, 'edge_length_avg': 157.6425, 'street_length_total': 9458.550000000005, 'street_length_avg': 157.64250000000007, 'street_segments_count': 60, 'node_density_km': 10.21232203149612, 'intersection_density_km': 7.408939513046205, 'edge_density_km': 3787.9905314120642, 'street_density_km': 1893.995265706033, 'circuity_avg': 1.0812627653866718, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0812627653866718\n", - "3621\n", - "5988390.599733202\n", - "{'n': 304, 'm': 755, 'k_avg': 4.967105263157895, 'intersection_count': 234, 'streets_per_node_avg': 2.648026315789474, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 201, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23026315789473684, 2: 0.0, 3: 0.6611842105263158, 4: 0.10855263157894737}, 'edge_length_total': 112383.15299999999, 'edge_length_avg': 148.85185827814567, 'street_length_total': 56248.161000000015, 'street_length_avg': 148.4120343007916, 'street_segments_count': 379, 'node_density_km': 50.76489165779266, 'intersection_density_km': 39.07560739448514, 'edge_density_km': 18766.837454625445, 'street_density_km': 9392.86776024697, 'circuity_avg': 1.0576521315114973, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0576521315114973\n", - "3622\n", - "27990096.006414693\n", - "{'n': 1316, 'm': 3643, 'k_avg': 5.536474164133739, 'intersection_count': 1214, 'streets_per_node_avg': 3.047112462006079, 'streets_per_node_counts': {0: 0, 1: 102, 2: 6, 3: 945, 4: 255, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07750759878419453, 2: 0.004559270516717325, 3: 0.7180851063829787, 4: 0.19376899696048633, 5: 0.005319148936170213, 6: 0.0007598784194528875}, 'edge_length_total': 394071.2100000003, 'edge_length_avg': 108.17216854241019, 'street_length_total': 219245.4069999999, 'street_length_avg': 111.23561998985281, 'street_segments_count': 1971, 'node_density_km': 47.01663044308254, 'intersection_density_km': 43.372484314515354, 'edge_density_km': 14078.95170883616, 'street_density_km': 7832.963736521441, 'circuity_avg': 1.1024413921103817, 'self_loop_proportion': 0.0010979961570134504, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1024413921103817\n", - "3623\n", - "22956767.68435363\n", - "{'n': 1466, 'm': 4259, 'k_avg': 5.810368349249659, 'intersection_count': 1376, 'streets_per_node_avg': 3.102319236016371, 'streets_per_node_counts': {0: 0, 1: 90, 2: 1, 3: 1053, 4: 313, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.061391541609822645, 2: 0.0006821282401091405, 3: 0.718281036834925, 4: 0.21350613915416097, 5: 0.006139154160982265}, 'edge_length_total': 357423.5550000003, 'edge_length_avg': 83.9219429443532, 'street_length_total': 190469.2359999997, 'street_length_avg': 84.54027341322669, 'street_segments_count': 2253, 'node_density_km': 63.859164328223954, 'intersection_density_km': 59.9387517841993, 'edge_density_km': 15569.41987279878, 'street_density_km': 8296.866467391032, 'circuity_avg': 1.0425470165967106, 'self_loop_proportion': 0.0009391876027236441, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0425470165967106\n", - "3624\n", - "263499308.76285064\n", - "error with entry 3624\n", - "3625\n", - "60910547.67914502\n", - "{'n': 1500, 'm': 4020, 'k_avg': 5.36, 'intersection_count': 1238, 'streets_per_node_avg': 2.776, 'streets_per_node_counts': {0: 0, 1: 262, 2: 1, 3: 1049, 4: 187, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17466666666666666, 2: 0.0006666666666666666, 3: 0.6993333333333334, 4: 0.12466666666666666, 5: 0.0006666666666666666}, 'edge_length_total': 611507.980999999, 'edge_length_avg': 152.11641318407933, 'street_length_total': 308353.49600000004, 'street_length_avg': 150.7841056234719, 'street_segments_count': 2045, 'node_density_km': 24.626276682020055, 'intersection_density_km': 20.324887021560553, 'edge_density_km': 10039.443155579625, 'street_density_km': 5062.3990055761105, 'circuity_avg': 1.0453310752359277, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0453310752359277\n", - "3626\n", - "49903342.292596675\n", - "{'n': 1135, 'm': 3062, 'k_avg': 5.395594713656387, 'intersection_count': 918, 'streets_per_node_avg': 2.797356828193833, 'streets_per_node_counts': {0: 0, 1: 217, 2: 0, 3: 716, 4: 200, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19118942731277533, 2: 0.0, 3: 0.6308370044052863, 4: 0.1762114537444934, 5: 0.001762114537444934}, 'edge_length_total': 471779.9900000008, 'edge_length_avg': 154.07576420640132, 'street_length_total': 235972.38400000008, 'street_length_avg': 153.82815123859197, 'street_segments_count': 1534, 'node_density_km': 22.743967595300344, 'intersection_density_km': 18.39556145593455, 'edge_density_km': 9453.875598829198, 'street_density_km': 4728.588770997156, 'circuity_avg': 1.0549494512280897, 'self_loop_proportion': 0.0013063357282821686, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0549494512280897\n", - "3627\n", - "14972026.239783738\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 346, 'm': 977, 'k_avg': 5.6473988439306355, 'intersection_count': 315, 'streets_per_node_avg': 2.985549132947977, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 258, 4: 57}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08959537572254335, 2: 0.0, 3: 0.7456647398843931, 4: 0.16473988439306358}, 'edge_length_total': 182474.82200000001, 'edge_length_avg': 186.77054452405324, 'street_length_total': 93866.24699999997, 'street_length_avg': 187.73249399999995, 'street_segments_count': 500, 'node_density_km': 23.109764467324215, 'intersection_density_km': 21.03923643701482, 'edge_density_km': 12187.71721860379, 'street_density_km': 6269.441790756294, 'circuity_avg': 1.0422014732237292, 'self_loop_proportion': 0.0020470829068577278, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0422014732237292\n", - "3628\n", - "6986764.302143505\n", - "{'n': 30, 'm': 64, 'k_avg': 4.266666666666667, 'intersection_count': 24, 'streets_per_node_avg': 2.7666666666666666, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 19, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.6333333333333333, 4: 0.16666666666666666}, 'edge_length_total': 21093.457999999988, 'edge_length_avg': 329.5852812499998, 'street_length_total': 10546.729, 'street_length_avg': 329.58528125, 'street_segments_count': 32, 'node_density_km': 4.293833125413455, 'intersection_density_km': 3.435066500330764, 'edge_density_km': 3019.059622997246, 'street_density_km': 1509.529811498624, 'circuity_avg': 1.0127974877636503, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0127974877636503\n", - "3629\n", - "19963223.392986983\n", - "{'n': 510, 'm': 1296, 'k_avg': 5.08235294117647, 'intersection_count': 393, 'streets_per_node_avg': 2.645098039215686, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 340, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22941176470588234, 2: 0.0, 3: 0.6666666666666666, 4: 0.10392156862745099}, 'edge_length_total': 217967.76200000005, 'edge_length_avg': 168.18500154320992, 'street_length_total': 108983.88099999992, 'street_length_avg': 168.18500154320975, 'street_segments_count': 648, 'node_density_km': 25.54697655585828, 'intersection_density_km': 19.686199581279027, 'edge_density_km': 10918.465305386075, 'street_density_km': 5459.232652693032, 'circuity_avg': 1.0408913400518247, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0408913400518247\n", - "3630\n", - "5989459.453520583\n", - "{'n': 100, 'm': 254, 'k_avg': 5.08, 'intersection_count': 81, 'streets_per_node_avg': 2.69, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 74, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19, 2: 0.0, 3: 0.74, 4: 0.07}, 'edge_length_total': 41543.04800000001, 'edge_length_avg': 163.55530708661422, 'street_length_total': 21254.922000000006, 'street_length_avg': 163.49940000000004, 'street_segments_count': 130, 'node_density_km': 16.695997489593214, 'intersection_density_km': 13.523757966570503, 'edge_density_km': 6936.026251180506, 'street_density_km': 3548.721243534997, 'circuity_avg': 1.10064322474438, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.10064322474438\n", - "3631\n", - "7989650.394932287\n", - "{'n': 85, 'm': 202, 'k_avg': 4.752941176470588, 'intersection_count': 62, 'streets_per_node_avg': 2.4941176470588236, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 59, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27058823529411763, 2: 0.0, 3: 0.6941176470588235, 4: 0.03529411764705882}, 'edge_length_total': 48008.43799999999, 'edge_length_avg': 237.66553465346527, 'street_length_total': 24004.218999999994, 'street_length_avg': 237.66553465346527, 'street_segments_count': 101, 'node_density_km': 10.638763374917406, 'intersection_density_km': 7.760039167586814, 'edge_density_km': 6008.828375075211, 'street_density_km': 3004.4141875376054, 'circuity_avg': 1.1149306069676506, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1149306069676506\n", - "3632\n", - "3992851.5172496163\n", - "{'n': 82, 'm': 232, 'k_avg': 5.658536585365853, 'intersection_count': 72, 'streets_per_node_avg': 2.8780487804878048, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 62, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12195121951219512, 2: 0.0, 3: 0.7560975609756098, 4: 0.12195121951219512}, 'edge_length_total': 40457.374000000025, 'edge_length_avg': 174.3852327586208, 'street_length_total': 20228.686999999994, 'street_length_avg': 174.38523275862065, 'street_segments_count': 116, 'node_density_km': 20.5367015642204, 'intersection_density_km': 18.032225763705718, 'edge_density_km': 10132.4514135372, 'street_density_km': 5066.225706768595, 'circuity_avg': 1.0235108824204056, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0235108824204056\n", - "3633\n", - "37928272.1160228\n", - "error with entry 3633\n", - "3634\n", - "70938920.02847895\n", - "error with entry 3634\n", - "3635\n", - "19960514.992346343\n", - "{'n': 389, 'm': 1020, 'k_avg': 5.244215938303342, 'intersection_count': 309, 'streets_per_node_avg': 2.776349614395887, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 237, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20565552699228792, 2: 0.0, 3: 0.609254498714653, 4: 0.18251928020565553, 5: 0.002570694087403599}, 'edge_length_total': 193444.50599999996, 'edge_length_avg': 189.6514764705882, 'street_length_total': 100975.4510000001, 'street_length_avg': 193.06969598470383, 'street_segments_count': 523, 'node_density_km': 19.488475129482286, 'intersection_density_km': 15.48056250645251, 'edge_density_km': 9691.358468164488, 'street_density_km': 5058.759808487813, 'circuity_avg': 1.0693469849013573, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0693469849013573\n", - "3636\n", - "2994045.0310722888\n", - "error with entry 3636\n", - "3637\n", - "10979839.844142582\n", - "{'n': 1236, 'm': 2996, 'k_avg': 4.84789644012945, 'intersection_count': 909, 'streets_per_node_avg': 2.5242718446601944, 'streets_per_node_counts': {0: 0, 1: 327, 2: 0, 3: 845, 4: 62, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2645631067961165, 2: 0.0, 3: 0.6836569579288025, 4: 0.05016181229773463, 5: 0.0016181229773462784}, 'edge_length_total': 229747.99900000042, 'edge_length_avg': 76.68491288384527, 'street_length_total': 116855.15199999974, 'street_length_avg': 76.27620887728443, 'street_segments_count': 1532, 'node_density_km': 112.56994797236221, 'intersection_density_km': 82.78809280491687, 'edge_density_km': 20924.530982349814, 'street_density_km': 10642.700955455055, 'circuity_avg': 1.1169923614597375, 'self_loop_proportion': 0.0020026702269692926, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1169923614597375\n", - "3638\n", - "3995137.282678914\n", - "{'n': 8, 'm': 12, 'k_avg': 3.0, 'intersection_count': 6, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 2792.3649999999993, 'edge_length_avg': 232.69708333333327, 'street_length_total': 1420.226, 'street_length_avg': 177.52825, 'street_segments_count': 8, 'node_density_km': 2.002434318010632, 'intersection_density_km': 1.5018257385079739, 'edge_density_km': 698.9409380514696, 'street_density_km': 355.488660216371, 'circuity_avg': 1.29732174678443, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.29732174678443\n", - "3639\n", - "41954788.76221081\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 3, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 4164.066, 'edge_length_avg': 416.40659999999997, 'street_length_total': 2082.033, 'street_length_avg': 416.40659999999997, 'street_segments_count': 5, 'node_density_km': 0.14301108829331713, 'intersection_density_km': 0.07150554414665856, 'edge_density_km': 99.25126839753332, 'street_density_km': 49.62563419876666, 'circuity_avg': 1.0343636938159213, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0343636938159213\n", - "3640\n", - "6987267.116493188\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 166, 'm': 470, 'k_avg': 5.662650602409639, 'intersection_count': 151, 'streets_per_node_avg': 3.0963855421686746, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 105, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09036144578313253, 2: 0.0, 3: 0.6325301204819277, 4: 0.27710843373493976}, 'edge_length_total': 89472.83599999984, 'edge_length_avg': 190.36773617021242, 'street_length_total': 44736.41800000003, 'street_length_avg': 190.36773617021288, 'street_segments_count': 235, 'node_density_km': 23.75750021180142, 'intersection_density_km': 21.610738144469966, 'edge_density_km': 12805.126025424517, 'street_density_km': 6402.563012712274, 'circuity_avg': 1.0530287285659898, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0530287285659898\n", - "3641\n", - "5988400.71790038\n", - "{'n': 236, 'm': 608, 'k_avg': 5.1525423728813555, 'intersection_count': 184, 'streets_per_node_avg': 2.694915254237288, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 153, 4: 30, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22033898305084745, 2: 0.0, 3: 0.6483050847457628, 4: 0.1271186440677966, 5: 0.00423728813559322}, 'edge_length_total': 75705.04200000002, 'edge_length_avg': 124.51487171052634, 'street_length_total': 38545.528000000006, 'street_length_avg': 125.1478181818182, 'street_segments_count': 308, 'node_density_km': 39.409520357339254, 'intersection_density_km': 30.72606671928145, 'edge_density_km': 12641.946584119592, 'street_density_km': 6436.6981796626715, 'circuity_avg': 1.0667302897196094, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0667302897196094\n", - "3642\n", - "5993115.67525194\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 4, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.8}, 'edge_length_total': 6636.442, 'edge_length_avg': 829.55525, 'street_length_total': 3318.221, 'street_length_avg': 829.55525, 'street_segments_count': 4, 'node_density_km': 0.8342905878902144, 'intersection_density_km': 0.6674324703121715, 'edge_density_km': 1107.344219535862, 'street_density_km': 553.672109767931, 'circuity_avg': 1.023856359279014, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023856359279014\n", - "3643\n", - "6989609.611925288\n", - "{'n': 506, 'm': 1156, 'k_avg': 4.569169960474309, 'intersection_count': 333, 'streets_per_node_avg': 2.4031620553359683, 'streets_per_node_counts': {0: 0, 1: 173, 2: 1, 3: 288, 4: 43, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34189723320158105, 2: 0.001976284584980237, 3: 0.5691699604743083, 4: 0.08498023715415019, 5: 0.001976284584980237}, 'edge_length_total': 126572.87099999998, 'edge_length_avg': 109.49210294117646, 'street_length_total': 66911.89800000007, 'street_length_avg': 113.40999661016961, 'street_segments_count': 590, 'node_density_km': 72.39317044784455, 'intersection_density_km': 47.64214576903604, 'edge_density_km': 18108.718229992173, 'street_density_km': 9573.052246843466, 'circuity_avg': 1.050358871583814, 'self_loop_proportion': 0.0017301038062283738, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050358871583814\n", - "3644\n", - "198824458.514046\n", - "error with entry 3644\n", - "3645\n", - "9991202.854182912\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 14839.864, 'edge_length_avg': 1059.9902857142856, 'street_length_total': 7419.932, 'street_length_avg': 1059.9902857142856, 'street_segments_count': 7, 'node_density_km': 0.7006163424126038, 'intersection_density_km': 0.7006163424126038, 'edge_density_km': 1485.2930339400675, 'street_density_km': 742.6465169700338, 'circuity_avg': 1.1468439581089813, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1468439581089813\n", - "3646\n", - "11983426.31119326\n", - "{'n': 525, 'm': 1396, 'k_avg': 5.318095238095238, 'intersection_count': 445, 'streets_per_node_avg': 2.8380952380952382, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 370, 4: 75}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1523809523809524, 2: 0.0, 3: 0.7047619047619048, 4: 0.14285714285714285}, 'edge_length_total': 205223.22600000008, 'edge_length_avg': 147.008041547278, 'street_length_total': 103903.23600000002, 'street_length_avg': 145.93151123595507, 'street_segments_count': 712, 'node_density_km': 43.81050847783139, 'intersection_density_km': 37.134621471685655, 'edge_density_km': 17125.58834765888, 'street_density_km': 8670.578288861174, 'circuity_avg': 1.040733478665036, 'self_loop_proportion': 0.0014326647564469914, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040733478665036\n", - "3647\n", - "1997479.4912362555\n", - "{'n': 30, 'm': 78, 'k_avg': 5.2, 'intersection_count': 24, 'streets_per_node_avg': 2.7, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 21, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.7, 4: 0.1}, 'edge_length_total': 9906.486, 'edge_length_avg': 127.00623076923078, 'street_length_total': 4953.242999999999, 'street_length_avg': 127.00623076923073, 'street_segments_count': 39, 'node_density_km': 15.018927669406391, 'intersection_density_km': 12.015142135525114, 'edge_density_km': 4959.493223066235, 'street_density_km': 2479.7466115331167, 'circuity_avg': 1.315735879411301, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.315735879411301\n", - "3648\n", - "6994535.505532922\n", - "{'n': 385, 'm': 1170, 'k_avg': 6.077922077922078, 'intersection_count': 365, 'streets_per_node_avg': 3.290909090909091, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 215, 4: 148, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05194805194805195, 2: 0.0, 3: 0.5584415584415584, 4: 0.38441558441558443, 5: 0.005194805194805195}, 'edge_length_total': 104390.99799999996, 'edge_length_avg': 89.22307521367519, 'street_length_total': 56130.764, 'street_length_avg': 89.80922240000001, 'street_segments_count': 625, 'node_density_km': 55.04296885696721, 'intersection_density_km': 52.183593851410464, 'edge_density_km': 14924.650524316166, 'street_density_km': 8024.945181220198, 'circuity_avg': 1.0184822572070265, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0184822572070265\n", - "3649\n", - "2996562.6859080438\n", - "{'n': 27, 'm': 72, 'k_avg': 5.333333333333333, 'intersection_count': 24, 'streets_per_node_avg': 2.8518518518518516, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 22, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.8148148148148148, 4: 0.07407407407407407}, 'edge_length_total': 14746.776, 'edge_length_avg': 204.81633333333332, 'street_length_total': 7373.387999999997, 'street_length_avg': 204.81633333333326, 'street_segments_count': 36, 'node_density_km': 9.010323770957, 'intersection_density_km': 8.009176685295111, 'edge_density_km': 4921.230605102895, 'street_density_km': 2460.615302551447, 'circuity_avg': 1.4708473584402897, 'self_loop_proportion': 0.027777777777777776, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4708473584402897\n", - "3650\n", - "8990093.984016309\n", - "{'n': 87, 'm': 194, 'k_avg': 4.459770114942529, 'intersection_count': 56, 'streets_per_node_avg': 2.2873563218390807, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3563218390804598, 2: 0.0, 3: 0.6436781609195402}, 'edge_length_total': 49625.47200000001, 'edge_length_avg': 255.80140206185573, 'street_length_total': 24812.736, 'street_length_avg': 255.80140206185567, 'street_segments_count': 97, 'node_density_km': 9.677318185402653, 'intersection_density_km': 6.229078372213201, 'edge_density_km': 5520.017041894141, 'street_density_km': 2760.00852094707, 'circuity_avg': 1.0942313398291474, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0942313398291474\n", - "3651\n", - "8991039.134189311\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 16, 'm': 36, 'k_avg': 4.5, 'intersection_count': 15, 'streets_per_node_avg': 3.0625, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 12, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0625, 2: 0.0, 3: 0.75, 4: 0.1875}, 'edge_length_total': 20889.693999999992, 'edge_length_avg': 580.2692777777776, 'street_length_total': 10444.847, 'street_length_avg': 580.2692777777778, 'street_segments_count': 18, 'node_density_km': 1.779549589452728, 'intersection_density_km': 1.6683277401119325, 'edge_density_km': 2323.390398843319, 'street_density_km': 1161.69519942166, 'circuity_avg': 1.102223735996047, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.102223735996047\n", - "3652\n", - "5989909.4997063065\n", - "{'n': 130, 'm': 364, 'k_avg': 5.6, 'intersection_count': 119, 'streets_per_node_avg': 3.0538461538461537, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 92, 4: 25, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08461538461538462, 2: 0.0, 3: 0.7076923076923077, 4: 0.19230769230769232, 5: 0.015384615384615385}, 'edge_length_total': 55337.89299999998, 'edge_length_avg': 152.02717857142852, 'street_length_total': 27973.67899999998, 'street_length_avg': 151.20907567567556, 'street_segments_count': 185, 'node_density_km': 21.703165967094172, 'intersection_density_km': 19.866744231416973, 'edge_density_km': 9238.519046525373, 'street_density_km': 4670.133831132434, 'circuity_avg': 1.035113575164453, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035113575164453\n", - "3653\n", - "9982170.748354627\n", - "{'n': 184, 'm': 480, 'k_avg': 5.217391304347826, 'intersection_count': 139, 'streets_per_node_avg': 2.782608695652174, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 89, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24456521739130435, 2: 0.0, 3: 0.483695652173913, 4: 0.2717391304347826}, 'edge_length_total': 84116.53100000005, 'edge_length_avg': 175.24277291666675, 'street_length_total': 42517.34100000005, 'street_length_avg': 176.420502074689, 'street_segments_count': 241, 'node_density_km': 18.432864417825044, 'intersection_density_km': 13.924826924335225, 'edge_density_km': 8426.677234895535, 'street_density_km': 4259.328163366494, 'circuity_avg': 1.034670676870191, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034670676870191\n", - "3654\n", - "5988334.590963695\n", - "{'n': 153, 'm': 392, 'k_avg': 5.124183006535947, 'intersection_count': 119, 'streets_per_node_avg': 2.65359477124183, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 104, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6797385620915033, 4: 0.09803921568627451}, 'edge_length_total': 60138.57000000003, 'edge_length_avg': 153.41471938775518, 'street_length_total': 30069.285000000003, 'street_length_avg': 153.41471938775513, 'street_segments_count': 196, 'node_density_km': 25.549674567428923, 'intersection_density_km': 19.871969108000275, 'edge_density_km': 10042.620212095064, 'street_density_km': 5021.31010604753, 'circuity_avg': 1.0525566272069813, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0525566272069813\n", - "3655\n", - "10979115.224504787\n", - "{'n': 386, 'm': 1030, 'k_avg': 5.33678756476684, 'intersection_count': 341, 'streets_per_node_avg': 2.88860103626943, 'streets_per_node_counts': {0: 0, 1: 45, 2: 2, 3: 293, 4: 43, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11658031088082901, 2: 0.0051813471502590676, 3: 0.7590673575129534, 4: 0.11139896373056994, 5: 0.007772020725388601}, 'edge_length_total': 112597.04799999991, 'edge_length_avg': 109.31752233009699, 'street_length_total': 61821.02499999997, 'street_length_avg': 112.60660291438975, 'street_segments_count': 549, 'node_density_km': 35.15765998506592, 'intersection_density_km': 31.05896905416445, 'edge_density_km': 10255.566655197263, 'street_density_km': 5630.7838779229505, 'circuity_avg': 1.1010058677282508, 'self_loop_proportion': 0.001941747572815534, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1010058677282508\n", - "3656\n", - "998793.8905609723\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 153.284, 'edge_length_avg': 76.642, 'street_length_total': 76.642, 'street_length_avg': 76.642, 'street_segments_count': 1, 'node_density_km': 2.0024151317913055, 'intersection_density_km': 2.0024151317913055, 'edge_density_km': 153.46910053074922, 'street_density_km': 76.73455026537461, 'circuity_avg': 1.093722551103837, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.093722551103837\n", - "3657\n", - "1997684.7020904538\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.3333333333333333, 4: 0.3333333333333333}, 'edge_length_total': 1126.07, 'edge_length_avg': 281.5175, 'street_length_total': 563.035, 'street_length_avg': 281.5175, 'street_segments_count': 2, 'node_density_km': 1.5017384859886473, 'intersection_density_km': 1.0011589906590983, 'edge_density_km': 563.6875523057453, 'street_density_km': 281.84377615287264, 'circuity_avg': 1.2117824734356402, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2117824734356402\n", - "3658\n", - "2995477.533046909\n", - "{'n': 100, 'm': 240, 'k_avg': 4.8, 'intersection_count': 73, 'streets_per_node_avg': 2.56, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 63, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27, 2: 0.0, 3: 0.63, 4: 0.1}, 'edge_length_total': 31042.214000000007, 'edge_length_avg': 129.34255833333336, 'street_length_total': 15521.106999999998, 'street_length_avg': 129.34255833333333, 'street_segments_count': 120, 'node_density_km': 33.38365883127924, 'intersection_density_km': 24.370070946833845, 'edge_density_km': 10363.026815435604, 'street_density_km': 5181.5134077178, 'circuity_avg': 1.1488166507396027, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1488166507396027\n", - "3659\n", - "142754875.14123243\n", - "error with entry 3659\n", - "3660\n", - "6986342.468449371\n", - "error with entry 3660\n", - "3661\n", - "4994252.389087111\n", - "{'n': 65, 'm': 172, 'k_avg': 5.292307692307692, 'intersection_count': 53, 'streets_per_node_avg': 2.6923076923076925, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 49, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18461538461538463, 2: 0.0, 3: 0.7538461538461538, 4: 0.06153846153846154}, 'edge_length_total': 19216.46200000001, 'edge_length_avg': 111.72361627906983, 'street_length_total': 9608.230999999998, 'street_length_avg': 111.72361627906974, 'street_segments_count': 86, 'node_density_km': 13.014960986359206, 'intersection_density_km': 10.612198958108277, 'edge_density_km': 3847.715434243913, 'street_density_km': 1923.857717121955, 'circuity_avg': 1.1861655898182182, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1861655898182182\n", - "3662\n", - "18963106.98442296\n", - "{'n': 941, 'm': 2304, 'k_avg': 4.89691817215728, 'intersection_count': 807, 'streets_per_node_avg': 2.8862911795961743, 'streets_per_node_counts': {0: 0, 1: 134, 2: 1, 3: 644, 4: 162}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14240170031880978, 2: 0.0010626992561105207, 3: 0.6843783209351754, 4: 0.17215727948990436}, 'edge_length_total': 290591.2069999997, 'edge_length_avg': 126.12465581597209, 'street_length_total': 166464.7690000002, 'street_length_avg': 126.97541495041968, 'street_segments_count': 1311, 'node_density_km': 49.62266999669275, 'intersection_density_km': 42.55631741480452, 'edge_density_km': 15324.029297451241, 'street_density_km': 8778.348882213284, 'circuity_avg': 1.0816179856133417, 'self_loop_proportion': 0.003472222222222222, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0816179856133417\n", - "3663\n", - "53935609.2802147\n", - "error with entry 3663\n", - "3664\n", - "15994068.104872484\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 439, 'm': 1228, 'k_avg': 5.594533029612756, 'intersection_count': 386, 'streets_per_node_avg': 2.908883826879271, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 321, 4: 64, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12072892938496584, 2: 0.0, 3: 0.7312072892938497, 4: 0.14578587699316628, 5: 0.002277904328018223}, 'edge_length_total': 192022.40200000003, 'edge_length_avg': 156.3700342019544, 'street_length_total': 96825.83200000011, 'street_length_avg': 154.92133120000017, 'street_segments_count': 625, 'node_density_km': 27.447676045987425, 'intersection_density_km': 24.133947502849992, 'edge_density_km': 12005.851215645487, 'street_density_km': 6053.858928517553, 'circuity_avg': 1.0335041045447413, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0335041045447413\n", - "3665\n", - "4996729.1493733935\n", - "{'n': 92, 'm': 254, 'k_avg': 5.521739130434782, 'intersection_count': 83, 'streets_per_node_avg': 2.9239130434782608, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 72, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09782608695652174, 2: 0.0, 3: 0.782608695652174, 4: 0.11956521739130435}, 'edge_length_total': 34202.13, 'edge_length_avg': 134.65405511811022, 'street_length_total': 17101.065000000002, 'street_length_avg': 134.65405511811025, 'street_segments_count': 127, 'node_density_km': 18.412044609529637, 'intersection_density_km': 16.610866332510433, 'edge_density_km': 6844.903731531867, 'street_density_km': 3422.4518657659346, 'circuity_avg': 1.0478742976408972, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0478742976408972\n", - "3666\n", - "10993737.25405361\n", - "{'n': 513, 'm': 1387, 'k_avg': 5.407407407407407, 'intersection_count': 447, 'streets_per_node_avg': 2.94541910331384, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 345, 4: 100, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1286549707602339, 2: 0.0, 3: 0.672514619883041, 4: 0.1949317738791423, 5: 0.003898635477582846}, 'edge_length_total': 150800.1, 'edge_length_avg': 108.72393655371306, 'street_length_total': 80688.34900000006, 'street_length_avg': 110.07960300136433, 'street_segments_count': 733, 'node_density_km': 46.66293073457315, 'intersection_density_km': 40.65951274532982, 'edge_density_km': 13716.90959272262, 'street_density_km': 7339.48311983249, 'circuity_avg': 1.070917645822903, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.070917645822903\n", - "3667\n", - "23978754.278036892\n", - "{'n': 2618, 'm': 5582, 'k_avg': 4.264323911382735, 'intersection_count': 1502, 'streets_per_node_avg': 2.200916730328495, 'streets_per_node_counts': {0: 0, 1: 1116, 2: 0, 3: 1365, 4: 134, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.426279602750191, 2: 0.0, 3: 0.5213903743315508, 4: 0.05118411000763942, 5: 0.001145912910618793}, 'edge_length_total': 490950.7539999986, 'edge_length_avg': 87.9524819061266, 'street_length_total': 248982.04599999968, 'street_length_avg': 87.33147877937554, 'street_segments_count': 2851, 'node_density_km': 109.17998364902266, 'intersection_density_km': 62.63878359084493, 'edge_density_km': 20474.406147515354, 'street_density_km': 10383.44373994659, 'circuity_avg': 1.0572825128209113, 'self_loop_proportion': 0.0010748835542816195, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0572825128209113\n", - "3668\n", - "47960810.23922704\n", - "{'n': 601, 'm': 1495, 'k_avg': 4.97504159733777, 'intersection_count': 463, 'streets_per_node_avg': 2.59567387687188, 'streets_per_node_counts': {0: 0, 1: 138, 2: 0, 3: 430, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22961730449251247, 2: 0.0, 3: 0.7154742096505824, 4: 0.05490848585690516}, 'edge_length_total': 325203.64000000054, 'edge_length_avg': 217.52751839464918, 'street_length_total': 163037.20699999997, 'street_length_avg': 213.6791703800786, 'street_segments_count': 763, 'node_density_km': 12.53106436280435, 'intersection_density_km': 9.653715141395033, 'edge_density_km': 6780.611886619405, 'street_density_km': 3399.383917552172, 'circuity_avg': 1.0868351421736389, 'self_loop_proportion': 0.0026755852842809363, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0868351421736389\n", - "3669\n", - "10986615.561528992\n", - "{'n': 487, 'm': 1260, 'k_avg': 5.174537987679671, 'intersection_count': 389, 'streets_per_node_avg': 2.761806981519507, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 309, 4: 80}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20123203285420946, 2: 0.0, 3: 0.6344969199178645, 4: 0.16427104722792607}, 'edge_length_total': 171357.41000000024, 'edge_length_avg': 135.99794444444464, 'street_length_total': 87458.061, 'street_length_avg': 135.17474652241114, 'street_segments_count': 647, 'node_density_km': 44.32666249880367, 'intersection_density_km': 35.40671809452695, 'edge_density_km': 15596.924188376048, 'street_density_km': 7960.418794141239, 'circuity_avg': 1.0487597504127029, 'self_loop_proportion': 0.0031746031746031746, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0487597504127029\n", - "3670\n", - "8985204.93329562\n", - "{'n': 98, 'm': 237, 'k_avg': 4.836734693877551, 'intersection_count': 74, 'streets_per_node_avg': 2.806122448979592, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 46, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24489795918367346, 2: 0.0, 3: 0.46938775510204084, 4: 0.2755102040816326, 5: 0.01020408163265306}, 'edge_length_total': 39471.46899999999, 'edge_length_avg': 166.5462827004219, 'street_length_total': 22383.592, 'street_length_avg': 169.57266666666666, 'street_segments_count': 132, 'node_density_km': 10.906818567582217, 'intersection_density_km': 8.235760959194735, 'edge_density_km': 4392.940316111692, 'street_density_km': 2491.1609881100485, 'circuity_avg': 1.0529602044341677, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0529602044341677\n", - "3671\n", - "21964338.31369953\n", - "{'n': 1455, 'm': 4256, 'k_avg': 5.850171821305842, 'intersection_count': 1393, 'streets_per_node_avg': 3.127147766323024, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 1096, 4: 285, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04261168384879725, 2: 0.0, 3: 0.7532646048109966, 4: 0.1958762886597938, 5: 0.008247422680412371}, 'edge_length_total': 368046.68099999963, 'edge_length_avg': 86.47713369360893, 'street_length_total': 196449.50400000016, 'street_length_avg': 87.31089066666674, 'street_segments_count': 2250, 'node_density_km': 66.24374380049008, 'intersection_density_km': 63.42098633270288, 'edge_density_km': 16756.556730436205, 'street_density_km': 8944.021039662792, 'circuity_avg': 1.0342454951212072, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0342454951212072\n", - "3672\n", - "7995904.269593208\n", - "{'n': 560, 'm': 1479, 'k_avg': 5.2821428571428575, 'intersection_count': 480, 'streets_per_node_avg': 2.898214285714286, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 378, 4: 101, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.675, 4: 0.18035714285714285, 5: 0.0017857142857142857}, 'edge_length_total': 150977.72399999996, 'edge_length_avg': 102.08094929006083, 'street_length_total': 82669.05199999988, 'street_length_avg': 103.85559296482397, 'street_segments_count': 796, 'node_density_km': 70.03585599812216, 'intersection_density_km': 60.03073371267613, 'edge_density_km': 18881.882387478978, 'street_density_km': 10338.924681023685, 'circuity_avg': 1.0599251627939787, 'self_loop_proportion': 0.001352265043948614, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0599251627939787\n", - "3673\n", - "88955281.1527886\n", - "error with entry 3673\n", - "3674\n", - "7992079.621598621\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.3333333333333333, 4: 0.3333333333333333}, 'edge_length_total': 6673.094000000001, 'edge_length_avg': 1668.2735000000002, 'street_length_total': 3336.547, 'street_length_avg': 1668.2735, 'street_segments_count': 2, 'node_density_km': 0.3753716356744608, 'intersection_density_km': 0.2502477571163072, 'edge_density_km': 834.9634032631435, 'street_density_km': 417.4817016315717, 'circuity_avg': 1.0827910585428564, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0827910585428564\n", - "3675\n", - "26969267.165020335\n", - "error with entry 3675\n", - "3676\n", - "11977007.703025782\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 744, 'm': 2138, 'k_avg': 5.747311827956989, 'intersection_count': 697, 'streets_per_node_avg': 3.127688172043011, 'streets_per_node_counts': {0: 0, 1: 47, 2: 2, 3: 506, 4: 187, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06317204301075269, 2: 0.002688172043010753, 3: 0.6801075268817204, 4: 0.2513440860215054, 5: 0.002688172043010753}, 'edge_length_total': 197774.5999999996, 'edge_length_avg': 92.50449017773602, 'street_length_total': 107547.00799999997, 'street_length_avg': 93.11429264069261, 'street_segments_count': 1155, 'node_density_km': 62.11902158266471, 'intersection_density_km': 58.19483607945874, 'edge_density_km': 16512.855706858674, 'street_density_km': 8979.455525676092, 'circuity_avg': 1.0494599158921205, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0494599158921205\n", - "3677\n", - "3995321.342667213\n", - "{'n': 10, 'm': 18, 'k_avg': 3.6, 'intersection_count': 5, 'streets_per_node_avg': 2.1, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.4, 4: 0.1}, 'edge_length_total': 3162.4519999999998, 'edge_length_avg': 175.69177777777776, 'street_length_total': 1581.2259999999997, 'street_length_avg': 175.69177777777773, 'street_segments_count': 9, 'node_density_km': 2.5029275851248944, 'intersection_density_km': 1.2514637925624472, 'edge_density_km': 791.5388347433393, 'street_density_km': 395.7694173716696, 'circuity_avg': 1.0442718733706404, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0442718733706404\n", - "3678\n", - "3997638.8854812393\n", - "{'n': 116, 'm': 343, 'k_avg': 5.913793103448276, 'intersection_count': 100, 'streets_per_node_avg': 3.1120689655172415, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 57, 4: 41, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13793103448275862, 2: 0.0, 3: 0.49137931034482757, 4: 0.35344827586206895, 5: 0.017241379310344827}, 'edge_length_total': 31059.147, 'edge_length_avg': 90.55144897959184, 'street_length_total': 15970.073999999993, 'street_length_avg': 90.22640677966098, 'street_segments_count': 177, 'node_density_km': 29.017128190665932, 'intersection_density_km': 25.014765681608562, 'edge_density_km': 7769.372844756355, 'street_density_km': 3994.87659027949, 'circuity_avg': 1.0279530959020133, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0279530959020133\n", - "3679\n", - "29960434.824194428\n", - "{'n': 993, 'm': 2441, 'k_avg': 4.9164149043303125, 'intersection_count': 802, 'streets_per_node_avg': 2.7381671701913395, 'streets_per_node_counts': {0: 0, 1: 191, 2: 0, 3: 680, 4: 122}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19234642497482377, 2: 0.0, 3: 0.6847935548841894, 4: 0.1228600201409869}, 'edge_length_total': 301017.54899999936, 'edge_length_avg': 123.31730807046266, 'street_length_total': 167385.51400000017, 'street_length_avg': 125.66480030030043, 'street_segments_count': 1332, 'node_density_km': 33.14371122538272, 'intersection_density_km': 26.768636860782415, 'edge_density_km': 10047.168900129376, 'street_density_km': 5586.885336685056, 'circuity_avg': 1.067974600464711, 'self_loop_proportion': 0.005735354362965997, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067974600464711\n", - "3680\n", - "4997886.819029836\n", - "{'n': 226, 'm': 691, 'k_avg': 6.115044247787611, 'intersection_count': 212, 'streets_per_node_avg': 3.084070796460177, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 166, 4: 45, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.061946902654867256, 2: 0.0, 3: 0.7345132743362832, 4: 0.19911504424778761, 5: 0.004424778761061947}, 'edge_length_total': 64318.096000000085, 'edge_length_avg': 93.07973371924759, 'street_length_total': 32237.77600000002, 'street_length_avg': 93.17276300578041, 'street_segments_count': 346, 'node_density_km': 45.219111233069086, 'intersection_density_km': 42.417927351374544, 'edge_density_km': 12869.05812974876, 'street_density_km': 6450.281322348522, 'circuity_avg': 1.0298361238144762, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0298361238144762\n", - "3681\n", - "7984245.332273127\n", - "{'n': 306, 'm': 862, 'k_avg': 5.633986928104576, 'intersection_count': 290, 'streets_per_node_avg': 3.065359477124183, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 240, 4: 48, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05228758169934641, 2: 0.0, 3: 0.7843137254901961, 4: 0.1568627450980392, 5: 0.006535947712418301}, 'edge_length_total': 94051.21000000005, 'edge_length_avg': 109.1081322505801, 'street_length_total': 49084.192999999985, 'street_length_avg': 109.07598444444442, 'street_segments_count': 450, 'node_density_km': 38.32547564177632, 'intersection_density_km': 36.32152920299063, 'edge_density_km': 11779.599208936574, 'street_density_km': 6147.630860188716, 'circuity_avg': 1.0294703345425473, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0294703345425473\n", - "3682\n", - "13972757.049804682\n", - "error with entry 3682\n", - "3683\n", - "9983532.874473754\n", - "{'n': 272, 'm': 676, 'k_avg': 4.970588235294118, 'intersection_count': 213, 'streets_per_node_avg': 2.6213235294117645, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 198, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21691176470588236, 2: 0.0, 3: 0.7279411764705882, 4: 0.05514705882352941}, 'edge_length_total': 104244.75399999987, 'edge_length_avg': 154.20821597633116, 'street_length_total': 52517.95400000001, 'street_length_avg': 154.46457058823532, 'street_segments_count': 340, 'node_density_km': 27.244864460301333, 'intersection_density_km': 21.335132831044795, 'edge_density_km': 10441.669828777396, 'street_density_km': 5260.457861993899, 'circuity_avg': 1.0577634266716085, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0577634266716085\n", - "3684\n", - "7987589.680278465\n", - "{'n': 242, 'm': 596, 'k_avg': 4.925619834710743, 'intersection_count': 184, 'streets_per_node_avg': 2.628099173553719, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 158, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2396694214876033, 2: 0.0, 3: 0.6528925619834711, 4: 0.10743801652892562}, 'edge_length_total': 91784.5900000001, 'edge_length_avg': 154.00098993288606, 'street_length_total': 45892.294999999984, 'street_length_avg': 154.00098993288586, 'street_segments_count': 298, 'node_density_km': 30.296999431193033, 'intersection_density_km': 23.035735104708753, 'edge_density_km': 11490.89946703425, 'street_density_km': 5745.449733517117, 'circuity_avg': 1.0236263081410775, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0236263081410775\n", - "3685\n", - "4990753.095850465\n", - "{'n': 124, 'm': 289, 'k_avg': 4.661290322580645, 'intersection_count': 102, 'streets_per_node_avg': 2.7661290322580645, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 87, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1774193548387097, 2: 0.0, 3: 0.7016129032258065, 4: 0.12096774193548387}, 'edge_length_total': 41001.928, 'edge_length_avg': 141.87518339100345, 'street_length_total': 21761.164, 'street_length_avg': 137.72888607594936, 'street_segments_count': 158, 'node_density_km': 24.84594962293349, 'intersection_density_km': 20.437797270477546, 'edge_density_km': 8215.579334928596, 'street_density_km': 4360.296649035434, 'circuity_avg': 1.0491634669033254, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0491634669033254\n", - "3686\n", - "180699206.63206452\n", - "error with entry 3686\n", - "3687\n", - "3992079.139968739\n", - "{'n': 118, 'm': 344, 'k_avg': 5.830508474576271, 'intersection_count': 107, 'streets_per_node_avg': 3.152542372881356, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 69, 4: 36, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09322033898305085, 2: 0.0, 3: 0.5847457627118644, 4: 0.3050847457627119, 5: 0.01694915254237288}, 'edge_length_total': 41134.169999999984, 'edge_length_avg': 119.5760755813953, 'street_length_total': 22714.076999999987, 'street_length_avg': 124.80262087912081, 'street_segments_count': 182, 'node_density_km': 29.558532249168795, 'intersection_density_km': 26.80307585305984, 'edge_density_km': 10303.946529557552, 'street_density_km': 5689.786250123753, 'circuity_avg': 1.0925334486566247, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0925334486566247\n", - "3688\n", - "6995145.278587584\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 228, 'm': 603, 'k_avg': 5.2894736842105265, 'intersection_count': 192, 'streets_per_node_avg': 2.8991228070175437, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 145, 4: 45, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15789473684210525, 2: 0.0, 3: 0.6359649122807017, 4: 0.19736842105263158, 5: 0.008771929824561403}, 'edge_length_total': 55674.55399999995, 'edge_length_avg': 92.3292769485903, 'street_length_total': 31057.640000000043, 'street_length_avg': 95.85691358024705, 'street_segments_count': 324, 'node_density_km': 32.5940335646662, 'intersection_density_km': 27.447607212350484, 'edge_density_km': 7959.027551639558, 'street_density_km': 4439.884914909302, 'circuity_avg': 1.0295084295593733, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0295084295593733\n", - "3689\n", - "7992632.602941257\n", - "{'n': 11, 'm': 22, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 2.272727272727273, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.36363636363636365, 2: 0.0, 3: 0.6363636363636364}, 'edge_length_total': 13286.246, 'edge_length_avg': 603.9202727272727, 'street_length_total': 6643.123, 'street_length_avg': 603.9202727272727, 'street_segments_count': 11, 'node_density_km': 1.376267438584884, 'intersection_density_km': 0.8758065518267445, 'edge_density_km': 1662.3116137116965, 'street_density_km': 831.1558068558483, 'circuity_avg': 1.1260674681516045, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1260674681516045\n", - "3690\n", - "53897848.1677812\n", - "{'n': 1376, 'm': 3819, 'k_avg': 5.550872093023256, 'intersection_count': 1160, 'streets_per_node_avg': 2.9505813953488373, 'streets_per_node_counts': {0: 0, 1: 216, 2: 0, 3: 797, 4: 362, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1569767441860465, 2: 0.0, 3: 0.5792151162790697, 4: 0.26308139534883723, 5: 0.0007267441860465116}, 'edge_length_total': 583594.3460000003, 'edge_length_avg': 152.81339251112863, 'street_length_total': 299548.5790000009, 'street_length_avg': 152.83090765306167, 'street_segments_count': 1960, 'node_density_km': 25.529776174302608, 'intersection_density_km': 21.522195030662083, 'edge_density_km': 10827.785632244564, 'street_density_km': 5557.709429651472, 'circuity_avg': 1.040935848677243, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040935848677243\n", - "3691\n", - "11988170.489795033\n", - "error with entry 3691\n", - "3692\n", - "10992120.390157746\n", - "{'n': 133, 'm': 322, 'k_avg': 4.842105263157895, 'intersection_count': 106, 'streets_per_node_avg': 2.6165413533834587, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 103, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20300751879699247, 2: 0.0, 3: 0.7744360902255639, 4: 0.022556390977443608}, 'edge_length_total': 67720.74999999999, 'edge_length_avg': 210.31288819875772, 'street_length_total': 33860.37500000002, 'street_length_avg': 210.3128881987579, 'street_segments_count': 161, 'node_density_km': 12.099576358269065, 'intersection_density_km': 9.643271383282112, 'edge_density_km': 6160.8450049943585, 'street_density_km': 3080.4225024971815, 'circuity_avg': 1.043106516963754, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043106516963754\n", - "3693\n", - "16967436.868684866\n", - "{'n': 705, 'm': 2034, 'k_avg': 5.770212765957447, 'intersection_count': 628, 'streets_per_node_avg': 2.9631205673758867, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 503, 4: 122, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10921985815602837, 2: 0.0, 3: 0.7134751773049646, 4: 0.17304964539007092, 5: 0.00425531914893617}, 'edge_length_total': 273240.6780000003, 'edge_length_avg': 134.33661651917419, 'street_length_total': 136620.33900000004, 'street_length_avg': 134.33661651917407, 'street_segments_count': 1017, 'node_density_km': 41.55017669764544, 'intersection_density_km': 37.012072292370696, 'edge_density_km': 16103.827591325467, 'street_density_km': 8051.913795662727, 'circuity_avg': 1.0712577280577842, 'self_loop_proportion': 0.0029498525073746312, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0712577280577842\n", - "3694\n", - "4989992.060229475\n", - "error with entry 3694\n", - "3695\n", - "6986346.190829039\n", - "{'n': 147, 'm': 406, 'k_avg': 5.523809523809524, 'intersection_count': 127, 'streets_per_node_avg': 2.8843537414965987, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 104, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1360544217687075, 2: 0.0, 3: 0.7074829931972789, 4: 0.1564625850340136}, 'edge_length_total': 68690.69600000003, 'edge_length_avg': 169.18890640394096, 'street_length_total': 34345.347999999976, 'street_length_avg': 169.18890640394076, 'street_segments_count': 203, 'node_density_km': 21.041041480733746, 'intersection_density_km': 18.178314748661126, 'edge_density_km': 9832.134584193687, 'street_density_km': 4916.067292096838, 'circuity_avg': 1.061445030802827, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061445030802827\n", - "3696\n", - "15968320.139098153\n", - "{'n': 160, 'm': 416, 'k_avg': 5.2, 'intersection_count': 131, 'streets_per_node_avg': 2.6875, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 123, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18125, 2: 0.0, 3: 0.76875, 4: 0.05}, 'edge_length_total': 64563.25600000001, 'edge_length_avg': 155.20013461538463, 'street_length_total': 32281.627999999993, 'street_length_avg': 155.20013461538457, 'street_segments_count': 208, 'node_density_km': 10.019839194496283, 'intersection_density_km': 8.203743340493832, 'edge_density_km': 4043.209018706859, 'street_density_km': 2021.6045093534287, 'circuity_avg': 1.1105579116499564, 'self_loop_proportion': 0.004807692307692308, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1105579116499564\n", - "3697\n", - "17972631.89212057\n", - "{'n': 598, 'm': 1560, 'k_avg': 5.217391304347826, 'intersection_count': 474, 'streets_per_node_avg': 2.637123745819398, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 443, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20735785953177258, 2: 0.0, 3: 0.7408026755852842, 4: 0.051839464882943144}, 'edge_length_total': 205726.304, 'edge_length_avg': 131.8758358974359, 'street_length_total': 102863.15200000006, 'street_length_avg': 131.87583589743596, 'street_segments_count': 780, 'node_density_km': 33.27281188361571, 'intersection_density_km': 26.373432830825827, 'edge_density_km': 11446.643164721636, 'street_density_km': 5723.321582360821, 'circuity_avg': 1.0752864585132262, 'self_loop_proportion': 0.001282051282051282, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0752864585132262\n", - "3698\n", - "44917454.891192704\n", - "{'n': 1377, 'm': 3923, 'k_avg': 5.697893972403777, 'intersection_count': 1271, 'streets_per_node_avg': 3.074074074074074, 'streets_per_node_counts': {0: 0, 1: 106, 2: 4, 3: 953, 4: 310, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07697893972403776, 2: 0.002904865649963689, 3: 0.6920842411038489, 4: 0.2251270878721859, 5: 0.002904865649963689}, 'edge_length_total': 490519.2860000015, 'edge_length_avg': 125.03677950548088, 'street_length_total': 267908.5079999995, 'street_length_avg': 127.81894465648831, 'street_segments_count': 2096, 'node_density_km': 30.656233825705883, 'intersection_density_km': 28.296349449870863, 'edge_density_km': 10920.460368652391, 'street_density_km': 5964.463228136515, 'circuity_avg': 1.0214236165843324, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0214236165843324\n", - "3699\n", - "9981809.957067184\n", - "{'n': 146, 'm': 327, 'k_avg': 4.47945205479452, 'intersection_count': 103, 'streets_per_node_avg': 2.458904109589041, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 96, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2945205479452055, 2: 0.0, 3: 0.6575342465753424, 4: 0.04794520547945205}, 'edge_length_total': 43875.278999999995, 'edge_length_avg': 134.17516513761467, 'street_length_total': 24966.400000000023, 'street_length_avg': 144.31445086705216, 'street_segments_count': 173, 'node_density_km': 14.626605858853392, 'intersection_density_km': 10.318769886725338, 'edge_density_km': 4395.523375891967, 'street_density_km': 2501.189674756696, 'circuity_avg': 1.1016978875593293, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1016978875593293\n", - "3700\n", - "5990807.78585528\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 160, 'm': 418, 'k_avg': 5.225, 'intersection_count': 125, 'streets_per_node_avg': 2.64375, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 112, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21875, 2: 0.0, 3: 0.7, 4: 0.08125}, 'edge_length_total': 62099.89400000005, 'edge_length_avg': 148.56433971291878, 'street_length_total': 31049.946999999996, 'street_length_avg': 148.56433971291864, 'street_segments_count': 209, 'node_density_km': 26.70758363801477, 'intersection_density_km': 20.86529971719904, 'edge_density_km': 10365.863205730331, 'street_density_km': 5182.931602865161, 'circuity_avg': 1.067806394171964, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067806394171964\n", - "3701\n", - "7989173.648713206\n", - "{'n': 208, 'm': 423, 'k_avg': 4.0673076923076925, 'intersection_count': 175, 'streets_per_node_avg': 2.826923076923077, 'streets_per_node_counts': {0: 0, 1: 33, 2: 4, 3: 137, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15865384615384615, 2: 0.019230769230769232, 3: 0.6586538461538461, 4: 0.16346153846153846}, 'edge_length_total': 69802.38299999999, 'edge_length_avg': 165.0174539007092, 'street_length_total': 44447.77599999997, 'street_length_avg': 158.17713879003549, 'street_segments_count': 281, 'node_density_km': 26.03523332272318, 'intersection_density_km': 21.90464342056037, 'edge_density_km': 8737.121768687912, 'street_density_km': 5563.501052096803, 'circuity_avg': 1.166510268839329, 'self_loop_proportion': 0.0070921985815602835, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.166510268839329\n", - "3702\n", - "9989153.778467426\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 8507.510000000002, 'edge_length_avg': 4253.755000000001, 'street_length_total': 4253.755, 'street_length_avg': 4253.755, 'street_segments_count': 1, 'node_density_km': 0.20021715996716266, 'intersection_density_km': 0.10010857998358133, 'edge_density_km': 851.6747452961183, 'street_density_km': 425.83737264805904, 'circuity_avg': 1.027560796373589, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027560796373589\n", - "3703\n", - "54910759.93299455\n", - "{'n': 383, 'm': 907, 'k_avg': 4.736292428198434, 'intersection_count': 312, 'streets_per_node_avg': 2.715404699738903, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 280, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.185378590078329, 2: 0.0, 3: 0.7310704960835509, 4: 0.08093994778067885, 5: 0.0026109660574412533}, 'edge_length_total': 245741.42200000017, 'edge_length_avg': 270.93872326350623, 'street_length_total': 134935.75299999994, 'street_length_avg': 262.5209202334629, 'street_segments_count': 514, 'node_density_km': 6.974953551314167, 'intersection_density_km': 5.681946496109712, 'edge_density_km': 4475.287216929229, 'street_density_km': 2457.364515891908, 'circuity_avg': 1.0799246716726258, 'self_loop_proportion': 0.008820286659316428, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0799246716726258\n", - "3704\n", - "12984698.695872124\n", - "{'n': 153, 'm': 344, 'k_avg': 4.496732026143791, 'intersection_count': 118, 'streets_per_node_avg': 2.784313725490196, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 82, 4: 35, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22875816993464052, 2: 0.0, 3: 0.5359477124183006, 4: 0.22875816993464052, 5: 0.006535947712418301}, 'edge_length_total': 55043.01899999997, 'edge_length_avg': 160.0087761627906, 'street_length_total': 37323.86500000001, 'street_length_avg': 180.30852657004837, 'street_segments_count': 207, 'node_density_km': 11.783099753299565, 'intersection_density_km': 9.087619417577441, 'edge_density_km': 4239.0678666651165, 'street_density_km': 2874.449833161349, 'circuity_avg': 1.0631361383946996, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0631361383946996\n", - "3705\n", - "22982790.561660606\n", - "{'n': 290, 'm': 714, 'k_avg': 4.924137931034482, 'intersection_count': 223, 'streets_per_node_avg': 2.6206896551724137, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 199, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23103448275862068, 2: 0.0, 3: 0.6862068965517242, 4: 0.08275862068965517}, 'edge_length_total': 166465.01399999997, 'edge_length_avg': 233.1442773109243, 'street_length_total': 84230.08099999999, 'street_length_avg': 230.1368333333333, 'street_segments_count': 366, 'node_density_km': 12.618137002204236, 'intersection_density_km': 9.702912246522569, 'edge_density_km': 7243.028802502917, 'street_density_km': 3664.919661257793, 'circuity_avg': 1.0621103550326112, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0621103550326112\n", - "3706\n", - "28964292.917069938\n", - "{'n': 1283, 'm': 3272, 'k_avg': 5.100545596258769, 'intersection_count': 986, 'streets_per_node_avg': 2.6734216679657052, 'streets_per_node_counts': {0: 0, 1: 297, 2: 0, 3: 813, 4: 171, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23148869836321123, 2: 0.0, 3: 0.6336710833982853, 4: 0.1332813717848792, 5: 0.001558846453624318}, 'edge_length_total': 456964.64100000006, 'edge_length_avg': 139.65912011002447, 'street_length_total': 231615.7650000001, 'street_length_avg': 137.53905285035634, 'street_segments_count': 1684, 'node_density_km': 44.295919934018876, 'intersection_density_km': 34.04191508569183, 'edge_density_km': 15776.827085279565, 'street_density_km': 7996.596556427542, 'circuity_avg': 1.0658691001683815, 'self_loop_proportion': 0.0024449877750611247, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0658691001683815\n", - "3707\n", - "34964338.526669934\n", - "{'n': 643, 'm': 1656, 'k_avg': 5.150855365474339, 'intersection_count': 515, 'streets_per_node_avg': 2.6905132192846035, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 458, 4: 57}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19906687402799378, 2: 0.0, 3: 0.7122861586314152, 4: 0.08864696734059098}, 'edge_length_total': 308943.3400000007, 'edge_length_avg': 186.55998792270574, 'street_length_total': 154471.6700000002, 'street_length_avg': 186.55998792270555, 'street_segments_count': 828, 'node_density_km': 18.390166297856187, 'intersection_density_km': 14.729293380086991, 'edge_density_km': 8835.955519774709, 'street_density_km': 4417.97775988735, 'circuity_avg': 1.0565124011271254, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0565124011271254\n", - "3708\n", - "5994210.369308658\n", - "{'n': 338, 'm': 903, 'k_avg': 5.34319526627219, 'intersection_count': 280, 'streets_per_node_avg': 2.8431952662721893, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 220, 4: 57, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17159763313609466, 2: 0.0, 3: 0.650887573964497, 4: 0.16863905325443787, 5: 0.008875739644970414}, 'edge_length_total': 116071.94199999991, 'edge_length_avg': 128.5403565891472, 'street_length_total': 58702.865000000005, 'street_length_avg': 128.1721943231441, 'street_segments_count': 458, 'node_density_km': 56.38774403558065, 'intersection_density_km': 46.711740621191076, 'edge_density_km': 19364.00874322118, 'street_density_km': 9793.2607271457, 'circuity_avg': 1.056174689496081, 'self_loop_proportion': 0.0022148394241417496, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056174689496081\n", - "3709\n", - "5988176.316568813\n", - "{'n': 333, 'm': 978, 'k_avg': 5.873873873873874, 'intersection_count': 321, 'streets_per_node_avg': 3.2672672672672673, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 211, 4: 107, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.036036036036036036, 2: 0.0, 3: 0.6336336336336337, 4: 0.3213213213213213, 5: 0.009009009009009009}, 'edge_length_total': 83718.02000000005, 'edge_length_avg': 85.60124744376283, 'street_length_total': 45777.297999999966, 'street_length_avg': 85.72527715355798, 'street_segments_count': 534, 'node_density_km': 55.60958502150566, 'intersection_density_km': 53.60563601172167, 'edge_density_km': 13980.553606673015, 'street_density_km': 7644.614249807204, 'circuity_avg': 1.0280672664498043, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0280672664498043\n", - "3710\n", - "740903659.350562\n", - "error with entry 3710\n", - "3711\n", - "4992155.9842623165\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 25, 'm': 62, 'k_avg': 4.96, 'intersection_count': 19, 'streets_per_node_avg': 2.56, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 18, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24, 2: 0.0, 3: 0.72, 4: 0.04}, 'edge_length_total': 18761.914000000004, 'edge_length_avg': 302.61151612903234, 'street_length_total': 9380.957, 'street_length_avg': 302.6115161290323, 'street_segments_count': 31, 'node_density_km': 5.007856340789843, 'intersection_density_km': 3.8059708190002803, 'edge_density_km': 3758.2787996101497, 'street_density_km': 1879.1393998050746, 'circuity_avg': 1.0258816955946324, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0258816955946324\n", - "3712\n", - "3992270.2704466367\n", - "{'n': 190, 'm': 426, 'k_avg': 4.484210526315789, 'intersection_count': 119, 'streets_per_node_avg': 2.294736842105263, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 111, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3736842105263158, 2: 0.0, 3: 0.5842105263157895, 4: 0.042105263157894736}, 'edge_length_total': 42302.797999999995, 'edge_length_avg': 99.30234272300468, 'street_length_total': 21151.398999999994, 'street_length_avg': 99.30234272300467, 'street_segments_count': 213, 'node_density_km': 47.59196826089224, 'intersection_density_km': 29.807601173927242, 'edge_density_km': 10596.175893489133, 'street_density_km': 5298.087946744566, 'circuity_avg': 1.0705644628957312, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0705644628957312\n", - "3713\n", - "8984220.74489896\n", - "{'n': 830, 'm': 2321, 'k_avg': 5.5927710843373495, 'intersection_count': 769, 'streets_per_node_avg': 3.025301204819277, 'streets_per_node_counts': {0: 0, 1: 61, 2: 3, 3: 624, 4: 138, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07349397590361446, 2: 0.0036144578313253013, 3: 0.7518072289156627, 4: 0.16626506024096385, 5: 0.004819277108433735}, 'edge_length_total': 176231.3980000004, 'edge_length_avg': 75.9290814304181, 'street_length_total': 95410.93299999986, 'street_length_avg': 77.19331148867302, 'street_segments_count': 1236, 'node_density_km': 92.38419486422964, 'intersection_density_km': 85.59451307300313, 'edge_density_km': 19615.657607262227, 'street_density_km': 10619.834007771018, 'circuity_avg': 1.0378359317013537, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0378359317013537\n", - "3714\n", - "7984190.96983121\n", - "{'n': 343, 'm': 1018, 'k_avg': 5.9358600583090375, 'intersection_count': 326, 'streets_per_node_avg': 3.142857142857143, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 243, 4: 83}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04956268221574344, 2: 0.0, 3: 0.7084548104956269, 4: 0.24198250728862974}, 'edge_length_total': 106071.34899999997, 'edge_length_avg': 104.19582416502945, 'street_length_total': 57838.34600000004, 'street_length_avg': 110.80142911877402, 'street_segments_count': 522, 'node_density_km': 42.95989428309619, 'intersection_density_km': 40.83068669472116, 'edge_density_km': 13285.17183529271, 'street_density_km': 7244.108541309449, 'circuity_avg': 1.0270117544427855, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0270117544427855\n", - "3715\n", - "7987624.635210911\n", - "{'n': 339, 'm': 892, 'k_avg': 5.262536873156342, 'intersection_count': 287, 'streets_per_node_avg': 2.837758112094395, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 241, 4: 43, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15339233038348082, 2: 0.0, 3: 0.7109144542772862, 4: 0.12684365781710916, 5: 0.008849557522123894}, 'edge_length_total': 77507.79899999994, 'edge_length_avg': 86.89215134529141, 'street_length_total': 42574.57699999996, 'street_length_avg': 90.00967653276948, 'street_segments_count': 473, 'node_density_km': 42.44065231929227, 'intersection_density_km': 35.93058175704095, 'edge_density_km': 9703.485396438307, 'street_density_km': 5330.067315923114, 'circuity_avg': 1.0588976363044944, 'self_loop_proportion': 0.004484304932735426, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0588976363044944\n", - "3716\n", - "30948884.149080366\n", - "error with entry 3716\n", - "3717\n", - "23984723.832658403\n", - "{'n': 1272, 'm': 3678, 'k_avg': 5.783018867924528, 'intersection_count': 1197, 'streets_per_node_avg': 3.077830188679245, 'streets_per_node_counts': {0: 0, 1: 75, 2: 2, 3: 954, 4: 232, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0589622641509434, 2: 0.0015723270440251573, 3: 0.75, 4: 0.18238993710691823, 5: 0.006289308176100629, 6: 0.0007861635220125787}, 'edge_length_total': 367713.2500000011, 'edge_length_avg': 99.97641381185457, 'street_length_total': 212595.74299999984, 'street_length_avg': 110.03920445134567, 'street_segments_count': 1932, 'node_density_km': 53.0337563557018, 'intersection_density_km': 49.90676600454014, 'edge_density_km': 15331.143796590663, 'street_density_km': 8863.797827453922, 'circuity_avg': 1.0418337763570265, 'self_loop_proportion': 0.000543773790103317, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0418337763570265\n", - "3718\n", - "3995471.4826017534\n", - "{'n': 479, 'm': 1376, 'k_avg': 5.745302713987474, 'intersection_count': 457, 'streets_per_node_avg': 3.2964509394572024, 'streets_per_node_counts': {0: 0, 1: 22, 2: 1, 3: 271, 4: 183, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04592901878914405, 2: 0.0020876826722338203, 3: 0.5657620041753654, 4: 0.38204592901878914, 5: 0.0041753653444676405}, 'edge_length_total': 120943.39500000027, 'edge_length_avg': 87.89490915697694, 'street_length_total': 69661.46499999998, 'street_length_avg': 89.88576129032256, 'street_segments_count': 775, 'node_density_km': 119.88572614916698, 'intersection_density_km': 114.37949238031172, 'edge_density_km': 30270.118439500133, 'street_density_km': 17435.10504413315, 'circuity_avg': 1.03648936037232, 'self_loop_proportion': 0.0014534883720930232, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03648936037232\n", - "3719\n", - "3994845.9049235885\n", - "{'n': 293, 'm': 955, 'k_avg': 6.51877133105802, 'intersection_count': 280, 'streets_per_node_avg': 3.430034129692833, 'streets_per_node_counts': {0: 0, 1: 13, 2: 4, 3: 174, 4: 68, 5: 20, 6: 10, 7: 2, 8: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04436860068259386, 2: 0.013651877133105802, 3: 0.5938566552901023, 4: 0.23208191126279865, 5: 0.06825938566552901, 6: 0.034129692832764506, 7: 0.006825938566552901, 8: 0.006825938566552901}, 'edge_length_total': 66070.17599999995, 'edge_length_avg': 69.18343036649209, 'street_length_total': 35144.954999999994, 'street_length_avg': 70.99990909090909, 'street_segments_count': 495, 'node_density_km': 73.34450613949384, 'intersection_density_km': 70.09031303432859, 'edge_density_km': 16538.854707404214, 'street_density_km': 8797.574634026398, 'circuity_avg': 1.0294272322751363, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0294272322751363\n", - "3720\n", - "9980867.076091956\n", - "{'n': 380, 'm': 1036, 'k_avg': 5.4526315789473685, 'intersection_count': 321, 'streets_per_node_avg': 2.8684210526315788, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 254, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15526315789473685, 2: 0.0, 3: 0.6684210526315789, 4: 0.1736842105263158, 5: 0.002631578947368421}, 'edge_length_total': 150933.5030000001, 'edge_length_avg': 145.68870945945957, 'street_length_total': 75848.39599999994, 'street_length_avg': 144.74884732824415, 'street_segments_count': 524, 'node_density_km': 38.07284448364684, 'intersection_density_km': 32.161534419080624, 'edge_density_km': 15122.2836502396, 'street_density_km': 7599.379434847523, 'circuity_avg': 1.0254406221505008, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0254406221505008\n", - "3721\n", - "5988608.913608116\n", - "{'n': 513, 'm': 1420, 'k_avg': 5.5360623781676415, 'intersection_count': 445, 'streets_per_node_avg': 2.865497076023392, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 378, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13255360623781676, 2: 0.0, 3: 0.7368421052631579, 4: 0.13060428849902533}, 'edge_length_total': 116562.61299999975, 'edge_length_avg': 82.08634718309841, 'street_length_total': 58637.412000000004, 'street_length_avg': 81.89582681564247, 'street_segments_count': 716, 'node_density_km': 85.662631739784, 'intersection_density_km': 74.30774098285356, 'edge_density_km': 19464.05495525524, 'street_density_km': 9791.491287192966, 'circuity_avg': 1.046539594280309, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.046539594280309\n", - "3722\n", - "6992145.375145444\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 62, 'm': 121, 'k_avg': 3.903225806451613, 'intersection_count': 40, 'streets_per_node_avg': 2.3548387096774195, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 36, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3548387096774194, 2: 0.0, 3: 0.5806451612903226, 4: 0.06451612903225806}, 'edge_length_total': 23018.972999999987, 'edge_length_avg': 190.23944628099164, 'street_length_total': 13464.214000000004, 'street_length_avg': 200.95841791044782, 'street_segments_count': 67, 'node_density_km': 8.867092526478018, 'intersection_density_km': 5.7207048557922695, 'edge_density_km': 3292.118765411277, 'street_density_km': 1925.619860230657, 'circuity_avg': 1.0323470672503872, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0323470672503872\n", - "3723\n", - "518779067.99278563\n", - "error with entry 3723\n", - "3724\n", - "29940256.532496795\n", - "{'n': 2142, 'm': 5221, 'k_avg': 4.874883286647992, 'intersection_count': 1563, 'streets_per_node_avg': 2.521942110177404, 'streets_per_node_counts': {0: 0, 1: 579, 2: 0, 3: 1429, 4: 134}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2703081232492997, 2: 0.0, 3: 0.6671335200746965, 4: 0.06255835667600373}, 'edge_length_total': 563660.4539999991, 'edge_length_avg': 107.9602478452402, 'street_length_total': 283311.8290000002, 'street_length_avg': 107.31508674242431, 'street_segments_count': 2640, 'node_density_km': 71.54247318071904, 'intersection_density_km': 52.20396152262551, 'edge_density_km': 18826.173162150724, 'street_density_km': 9462.571861817447, 'circuity_avg': 1.050999315539984, 'self_loop_proportion': 0.0011492051331162612, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050999315539984\n", - "3725\n", - "31936855.39389967\n", - "{'n': 845, 'm': 2246, 'k_avg': 5.315976331360947, 'intersection_count': 704, 'streets_per_node_avg': 2.8650887573964496, 'streets_per_node_counts': {0: 0, 1: 141, 2: 1, 3: 537, 4: 163, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1668639053254438, 2: 0.001183431952662722, 3: 0.6355029585798817, 4: 0.19289940828402366, 5: 0.0035502958579881655}, 'edge_length_total': 380388.103, 'edge_length_avg': 169.3624679430098, 'street_length_total': 193155.94000000003, 'street_length_avg': 167.81576020851438, 'street_segments_count': 1151, 'node_density_km': 26.45845965665753, 'intersection_density_km': 22.043497749451955, 'edge_density_km': 11910.631097157384, 'street_density_km': 6048.057569152383, 'circuity_avg': 1.0318031834302395, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0318031834302395\n", - "3726\n", - "13976766.493429359\n", - "{'n': 10, 'm': 22, 'k_avg': 4.4, 'intersection_count': 7, 'streets_per_node_avg': 2.7, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 4, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3, 2: 0.0, 3: 0.4, 4: 0.3}, 'edge_length_total': 22153.212000000007, 'edge_length_avg': 1006.9641818181822, 'street_length_total': 11076.606, 'street_length_avg': 1006.9641818181818, 'street_segments_count': 11, 'node_density_km': 0.7154730677300158, 'intersection_density_km': 0.5008311474110111, 'edge_density_km': 1585.0026549713405, 'street_density_km': 792.50132748567, 'circuity_avg': 1.1425331677700323, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1425331677700323\n", - "3727\n", - "5988145.899814898\n", - "{'n': 95, 'm': 228, 'k_avg': 4.8, 'intersection_count': 65, 'streets_per_node_avg': 2.4842105263157896, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 54, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3157894736842105, 2: 0.0, 3: 0.5684210526315789, 4: 0.11578947368421053}, 'edge_length_total': 37008.30200000003, 'edge_length_avg': 162.31711403508785, 'street_length_total': 18504.151, 'street_length_avg': 162.31711403508774, 'street_segments_count': 114, 'node_density_km': 15.8646769115857, 'intersection_density_km': 10.854778939506005, 'edge_density_km': 6180.2605713304365, 'street_density_km': 3090.1302856652155, 'circuity_avg': 1.0584646079155215, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0584646079155215\n", - "3728\n", - "65886991.641968936\n", - "error with entry 3728\n", - "3729\n", - "2993903.4538964974\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 5, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.7142857142857143}, 'edge_length_total': 2245.778, 'edge_length_avg': 187.14816666666664, 'street_length_total': 1122.889, 'street_length_avg': 187.14816666666664, 'street_segments_count': 6, 'node_density_km': 2.3380847471516355, 'intersection_density_km': 1.6700605336797396, 'edge_density_km': 750.1170410412436, 'street_density_km': 375.0585205206218, 'circuity_avg': 1.0869252894462822, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0869252894462822\n", - "3730\n", - "9980041.054953199\n", - "{'n': 122, 'm': 304, 'k_avg': 4.983606557377049, 'intersection_count': 92, 'streets_per_node_avg': 2.557377049180328, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 86, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2459016393442623, 2: 0.0, 3: 0.7049180327868853, 4: 0.04918032786885246}, 'edge_length_total': 55915.05000000003, 'edge_length_avg': 183.93108552631588, 'street_length_total': 27957.525000000005, 'street_length_avg': 183.93108552631583, 'street_segments_count': 152, 'node_density_km': 12.224398610008736, 'intersection_density_km': 9.218398951809865, 'edge_density_km': 5602.687372939093, 'street_density_km': 2801.3436864695454, 'circuity_avg': 1.0862471633762107, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0862471633762107\n", - "3731\n", - "5989621.910100777\n", - "{'n': 407, 'm': 1085, 'k_avg': 5.3316953316953315, 'intersection_count': 358, 'streets_per_node_avg': 2.958230958230958, 'streets_per_node_counts': {0: 0, 1: 49, 2: 1, 3: 289, 4: 57, 5: 8, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12039312039312039, 2: 0.002457002457002457, 3: 0.7100737100737101, 4: 0.14004914004914004, 5: 0.019656019656019656, 6: 0.007371007371007371}, 'edge_length_total': 92623.83799999987, 'edge_length_avg': 85.367592626728, 'street_length_total': 51089.57699999999, 'street_length_avg': 87.1835784982935, 'street_segments_count': 586, 'node_density_km': 67.9508667005581, 'intersection_density_km': 59.77004982506092, 'edge_density_km': 15464.05422415744, 'street_density_km': 8529.683136400241, 'circuity_avg': 1.07955815317099, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07955815317099\n", - "3732\n", - "999051.7279777396\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 98.782, 'edge_length_avg': 49.391, 'street_length_total': 49.391, 'street_length_avg': 49.391, 'street_segments_count': 1, 'node_density_km': 2.001898344191206, 'intersection_density_km': 1.000949172095603, 'edge_density_km': 98.87576111794785, 'street_density_km': 49.43788055897392, 'circuity_avg': 1.0459779512189884, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0459779512189884\n", - "3733\n", - "6985877.840297766\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 2657.964, 'edge_length_avg': 1328.982, 'street_length_total': 1328.9819999999997, 'street_length_avg': 1328.9819999999997, 'street_segments_count': 1, 'node_density_km': 0.28629186563542197, 'intersection_density_km': 0.28629186563542197, 'edge_density_km': 380.47673617589436, 'street_density_km': 190.23836808794715, 'circuity_avg': 1.038854280752125, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038854280752125\n", - "3734\n", - "15970564.868530575\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 728, 'm': 1737, 'k_avg': 4.771978021978022, 'intersection_count': 528, 'streets_per_node_avg': 2.548076923076923, 'streets_per_node_counts': {0: 0, 1: 200, 2: 0, 3: 462, 4: 61, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27472527472527475, 2: 0.0, 3: 0.6346153846153846, 4: 0.08379120879120878, 5: 0.006868131868131868}, 'edge_length_total': 233309.66600000043, 'edge_length_avg': 134.31759700633302, 'street_length_total': 120190.75399999997, 'street_length_avg': 131.49973085339167, 'street_segments_count': 914, 'node_density_km': 45.583860432795205, 'intersection_density_km': 33.06082185235696, 'edge_density_km': 14608.72974253583, 'street_density_km': 7525.7672467698085, 'circuity_avg': 1.1143959083405748, 'self_loop_proportion': 0.002302820955670697, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1143959083405748\n", - "3735\n", - "5988439.801926482\n", - "{'n': 58, 'm': 160, 'k_avg': 5.517241379310345, 'intersection_count': 53, 'streets_per_node_avg': 3.0344827586206895, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 41, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08620689655172414, 2: 0.0, 3: 0.7068965517241379, 4: 0.20689655172413793}, 'edge_length_total': 19251.228, 'edge_length_avg': 120.32017499999999, 'street_length_total': 10553.836000000001, 'street_length_avg': 125.64090476190478, 'street_segments_count': 84, 'node_density_km': 9.68532738382732, 'intersection_density_km': 8.850385367980136, 'edge_density_km': 3214.7318227707456, 'street_density_km': 1762.3682209521137, 'circuity_avg': 1.068750473872856, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068750473872856\n", - "3736\n", - "49946724.24250881\n", - "{'n': 5190, 'm': 14287, 'k_avg': 5.505587668593449, 'intersection_count': 4816, 'streets_per_node_avg': 3.051830443159923, 'streets_per_node_counts': {0: 0, 1: 374, 2: 8, 3: 3804, 4: 983, 5: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0720616570327553, 2: 0.0015414258188824663, 3: 0.7329479768786127, 4: 0.18940269749518304, 5: 0.004046242774566474}, 'edge_length_total': 1138954.3409999898, 'edge_length_avg': 79.71962910337999, 'street_length_total': 644205.2879999997, 'street_length_avg': 81.6793822746291, 'street_segments_count': 7887, 'node_density_km': 103.91071844473194, 'intersection_density_km': 96.42273989014046, 'edge_density_km': 22803.38417130157, 'street_density_km': 12897.848613097383, 'circuity_avg': 1.0520580808158972, 'self_loop_proportion': 0.0016798488136067753, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0520580808158972\n", - "3737\n", - "4996602.39507151\n", - "{'n': 10, 'm': 24, 'k_avg': 4.8, 'intersection_count': 8, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.8}, 'edge_length_total': 8527.69, 'edge_length_avg': 355.3204166666667, 'street_length_total': 4263.844999999999, 'street_length_avg': 355.32041666666663, 'street_segments_count': 12, 'node_density_km': 2.001359966096899, 'intersection_density_km': 1.601087972877519, 'edge_density_km': 1706.6977369284864, 'street_density_km': 853.348868464243, 'circuity_avg': 1.2660676159211905, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2660676159211905\n", - "3738\n", - "92892913.64093153\n", - "{'n': 863, 'm': 2224, 'k_avg': 5.154113557358054, 'intersection_count': 660, 'streets_per_node_avg': 2.622247972190035, 'streets_per_node_counts': {0: 0, 1: 203, 2: 0, 3: 580, 4: 80}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23522595596755505, 2: 0.0, 3: 0.6720741599073001, 4: 0.09269988412514485}, 'edge_length_total': 470290.30299999943, 'edge_length_avg': 211.46146717625874, 'street_length_total': 236482.30200000023, 'street_length_avg': 210.7685401069521, 'street_segments_count': 1122, 'node_density_km': 9.290267321529413, 'intersection_density_km': 7.10495530962852, 'edge_density_km': 5062.714523282805, 'street_density_km': 2545.7517988304194, 'circuity_avg': 1.05616909265602, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05616909265602\n", - "3739\n", - "4992011.436334762\n", - "{'n': 108, 'm': 290, 'k_avg': 5.37037037037037, 'intersection_count': 93, 'streets_per_node_avg': 2.9074074074074074, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 73, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1388888888888889, 2: 0.0, 3: 0.6759259259259259, 4: 0.18518518518518517}, 'edge_length_total': 54882.902000000104, 'edge_length_avg': 189.2513862068969, 'street_length_total': 27441.451000000015, 'street_length_avg': 189.25138620689665, 'street_segments_count': 145, 'node_density_km': 21.63456582128663, 'intersection_density_km': 18.629765012774595, 'edge_density_km': 10994.14588687246, 'street_density_km': 5497.072943436223, 'circuity_avg': 1.0394105123219435, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0394105123219435\n", - "3740\n", - "11985282.587626182\n", - "{'n': 152, 'm': 402, 'k_avg': 5.2894736842105265, 'intersection_count': 117, 'streets_per_node_avg': 2.723684210526316, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 89, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23026315789473684, 2: 0.0, 3: 0.5855263157894737, 4: 0.18421052631578946}, 'edge_length_total': 75321.44600000003, 'edge_length_avg': 187.36678109452743, 'street_length_total': 37660.723, 'street_length_avg': 187.36678109452734, 'street_segments_count': 201, 'node_density_km': 12.682220789431156, 'intersection_density_km': 9.761972581338455, 'edge_density_km': 6284.494791784319, 'street_density_km': 3142.2473958921582, 'circuity_avg': 1.024403018018938, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024403018018938\n", - "3741\n", - "42955362.36049926\n", - "error with entry 3741\n", - "3742\n", - "12979478.835369585\n", - "{'n': 289, 'm': 728, 'k_avg': 5.038062283737024, 'intersection_count': 219, 'streets_per_node_avg': 2.557093425605536, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 207, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2422145328719723, 2: 0.0, 3: 0.7162629757785467, 4: 0.04152249134948097}, 'edge_length_total': 117085.09200000005, 'edge_length_avg': 160.83117032967039, 'street_length_total': 58542.54599999998, 'street_length_avg': 160.83117032967027, 'street_segments_count': 364, 'node_density_km': 22.265917119296326, 'intersection_density_km': 16.872788405279916, 'edge_density_km': 9020.785309263621, 'street_density_km': 4510.392654631807, 'circuity_avg': 1.1047712605141384, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1047712605141384\n", - "3743\n", - "2993889.4522898537\n", - "{'n': 88, 'm': 213, 'k_avg': 4.840909090909091, 'intersection_count': 70, 'streets_per_node_avg': 2.6931818181818183, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 61, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20454545454545456, 2: 0.0, 3: 0.6931818181818182, 4: 0.10227272727272728}, 'edge_length_total': 23660.789999999997, 'edge_length_avg': 111.08352112676054, 'street_length_total': 13403.925, 'street_length_avg': 114.56346153846154, 'street_segments_count': 117, 'node_density_km': 29.393202856135474, 'intersection_density_km': 23.38095681738049, 'edge_density_km': 7903.027275072973, 'street_density_km': 4477.094165834383, 'circuity_avg': 1.1165211082668898, 'self_loop_proportion': 0.009389671361502348, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1165211082668898\n", - "3744\n", - "7984026.662262032\n", - "{'n': 120, 'm': 306, 'k_avg': 5.1, 'intersection_count': 98, 'streets_per_node_avg': 2.691666666666667, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 91, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18333333333333332, 2: 0.0, 3: 0.7583333333333333, 4: 0.058333333333333334}, 'edge_length_total': 32829.17799999999, 'edge_length_avg': 107.28489542483658, 'street_length_total': 16456.313000000006, 'street_length_avg': 106.16976129032261, 'street_segments_count': 155, 'node_density_km': 15.030009928098316, 'intersection_density_km': 12.274508107946957, 'edge_density_km': 4111.857260594223, 'street_density_km': 2061.154564749112, 'circuity_avg': 1.102398515609488, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.102398515609488\n", - "3745\n", - "27987106.852888796\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 674, 'm': 1730, 'k_avg': 5.1335311572700295, 'intersection_count': 536, 'streets_per_node_avg': 2.7403560830860534, 'streets_per_node_counts': {0: 0, 1: 138, 2: 0, 3: 435, 4: 101}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20474777448071216, 2: 0.0, 3: 0.6454005934718101, 4: 0.14985163204747776}, 'edge_length_total': 291371.57800000056, 'edge_length_avg': 168.4228774566477, 'street_length_total': 151829.29499999993, 'street_length_avg': 167.0289273927392, 'street_segments_count': 909, 'node_density_km': 24.082517837331604, 'intersection_density_km': 19.151675906245906, 'edge_density_km': 10410.921698036305, 'street_density_km': 5424.972856182463, 'circuity_avg': 1.0558992876161675, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0558992876161675\n", - "3746\n", - "13976437.398127034\n", - "{'n': 131, 'm': 344, 'k_avg': 5.251908396946565, 'intersection_count': 111, 'streets_per_node_avg': 2.8396946564885495, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 92, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15267175572519084, 2: 0.0, 3: 0.7022900763358778, 4: 0.1450381679389313}, 'edge_length_total': 69253.44200000004, 'edge_length_avg': 201.31814534883733, 'street_length_total': 34626.721, 'street_length_avg': 201.3181453488372, 'street_segments_count': 172, 'node_density_km': 9.37291788088681, 'intersection_density_km': 7.941938051743786, 'edge_density_km': 4955.013930036321, 'street_density_km': 2477.5069650181586, 'circuity_avg': 1.0281602339640774, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0281602339640774\n", - "3747\n", - "321710382.4807119\n", - "error with entry 3747\n", - "3748\n", - "15969358.626573492\n", - "{'n': 425, 'm': 1140, 'k_avg': 5.364705882352941, 'intersection_count': 328, 'streets_per_node_avg': 2.7176470588235295, 'streets_per_node_counts': {0: 0, 1: 97, 2: 1, 3: 258, 4: 63, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22823529411764706, 2: 0.002352941176470588, 3: 0.6070588235294118, 4: 0.14823529411764705, 5: 0.01411764705882353}, 'edge_length_total': 176223.3360000004, 'edge_length_avg': 154.58187368421088, 'street_length_total': 88111.66799999992, 'street_length_avg': 154.5818736842104, 'street_segments_count': 570, 'node_density_km': 26.613467073924138, 'intersection_density_km': 20.539334588816747, 'edge_density_km': 11035.091647748424, 'street_density_km': 5517.545823874195, 'circuity_avg': 1.06078128635703, 'self_loop_proportion': 0.0035087719298245615, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06078128635703\n", - "3749\n", - "16979611.283194598\n", - "{'n': 96, 'm': 214, 'k_avg': 4.458333333333333, 'intersection_count': 64, 'streets_per_node_avg': 2.3541666666666665, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 62, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6458333333333334, 4: 0.020833333333333332}, 'edge_length_total': 60181.69999999995, 'edge_length_avg': 281.22289719626144, 'street_length_total': 30090.849999999995, 'street_length_avg': 281.2228971962616, 'street_segments_count': 107, 'node_density_km': 5.653839678592351, 'intersection_density_km': 3.769226452394901, 'edge_density_km': 3544.3508685952193, 'street_density_km': 1772.1754342976108, 'circuity_avg': 1.038393189154809, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038393189154809\n", - "3750\n", - "1995974.151615455\n", - "{'n': 215, 'm': 506, 'k_avg': 4.706976744186046, 'intersection_count': 155, 'streets_per_node_avg': 2.469767441860465, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 149, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27906976744186046, 2: 0.0, 3: 0.6930232558139535, 4: 0.027906976744186046}, 'edge_length_total': 36926.86799999996, 'edge_length_avg': 72.97799999999992, 'street_length_total': 18463.434, 'street_length_avg': 72.97800000000001, 'street_segments_count': 253, 'node_density_km': 107.71682580457684, 'intersection_density_km': 77.65631627771819, 'edge_density_km': 18500.674455184177, 'street_density_km': 9250.3372275921, 'circuity_avg': 1.0825417619157836, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0825417619157836\n", - "3751\n", - "3997360.4061719254\n", - "{'n': 110, 'm': 293, 'k_avg': 5.327272727272727, 'intersection_count': 99, 'streets_per_node_avg': 2.981818181818182, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 79, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1, 2: 0.0, 3: 0.7181818181818181, 4: 0.18181818181818182}, 'edge_length_total': 39860.157999999974, 'edge_length_avg': 136.041494880546, 'street_length_total': 21845.843999999994, 'street_length_avg': 140.03746153846149, 'street_segments_count': 156, 'node_density_km': 27.518159190789994, 'intersection_density_km': 24.766343271710998, 'edge_density_km': 9971.619756491278, 'street_density_km': 5465.067389537858, 'circuity_avg': 1.047823993333337, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047823993333337\n", - "3752\n", - "4989984.447816269\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 5890.0019999999995, 'edge_length_avg': 1472.5004999999999, 'street_length_total': 2945.0009999999993, 'street_length_avg': 1472.5004999999996, 'street_segments_count': 2, 'node_density_km': 0.6012042785650101, 'intersection_density_km': 0.4008028523766734, 'edge_density_km': 1180.3648010521556, 'street_density_km': 590.1824005260777, 'circuity_avg': 1.0294242196858554, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0294242196858554\n", - "3753\n", - "11976508.349073853\n", - "{'n': 766, 'm': 1688, 'k_avg': 4.407310704960835, 'intersection_count': 570, 'streets_per_node_avg': 2.5548302872062663, 'streets_per_node_counts': {0: 0, 1: 196, 2: 4, 3: 511, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2558746736292428, 2: 0.005221932114882507, 3: 0.6671018276762402, 4: 0.07180156657963446}, 'edge_length_total': 161855.17700000017, 'edge_length_avg': 95.885768364929, 'street_length_total': 96446.12499999988, 'street_length_avg': 101.2026495278068, 'street_segments_count': 953, 'node_density_km': 63.95854097653053, 'intersection_density_km': 47.59317017835822, 'edge_density_km': 13514.387689840878, 'street_density_km': 8052.941824856498, 'circuity_avg': 1.068868110850889, 'self_loop_proportion': 0.0017772511848341231, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068868110850889\n", - "3754\n", - "19961301.074467238\n", - "{'n': 3288, 'm': 9661, 'k_avg': 5.876520681265207, 'intersection_count': 3195, 'streets_per_node_avg': 3.1408150851581507, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 2559, 4: 623, 5: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.028284671532846715, 2: 0.0, 3: 0.7782846715328468, 4: 0.18947688564476886, 5: 0.003953771289537713}, 'edge_length_total': 679523.5479999977, 'edge_length_avg': 70.33677134872143, 'street_length_total': 361337.36900000053, 'street_length_avg': 71.36823405095804, 'street_segments_count': 5063, 'node_density_km': 164.71872187758964, 'intersection_density_km': 160.05970693397168, 'edge_density_km': 34042.04693196002, 'street_density_km': 18101.894643640837, 'circuity_avg': 1.024976766996399, 'self_loop_proportion': 0.00020701790704895975, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024976766996399\n", - "3755\n", - "16979339.181042302\n", - "{'n': 1345, 'm': 3827, 'k_avg': 5.690706319702603, 'intersection_count': 1252, 'streets_per_node_avg': 3.011895910780669, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 1054, 4: 194, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0691449814126394, 2: 0.0, 3: 0.7836431226765799, 4: 0.14423791821561338, 5: 0.002973977695167286}, 'edge_length_total': 337075.6540000021, 'edge_length_avg': 88.07829997387041, 'street_length_total': 179056.04200000034, 'street_length_avg': 89.57280740370201, 'street_segments_count': 1999, 'node_density_km': 79.21391908477295, 'intersection_density_km': 73.736674122034, 'edge_density_km': 19852.10675197256, 'street_density_km': 10545.524775187907, 'circuity_avg': 1.0677549833912021, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0677549833912021\n", - "3756\n", - "9985658.12928679\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2399, 'm': 6760, 'k_avg': 5.635681533972488, 'intersection_count': 2002, 'streets_per_node_avg': 2.912880366819508, 'streets_per_node_counts': {0: 0, 1: 397, 2: 1, 3: 1434, 4: 550, 5: 15, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16548561900791997, 2: 0.00041684035014589413, 3: 0.5977490621092122, 4: 0.22926219258024177, 5: 0.006252605252188412, 6: 0.0008336807002917883}, 'edge_length_total': 396043.3520000004, 'edge_length_avg': 58.58629467455628, 'street_length_total': 201640.35500000004, 'street_length_avg': 58.210264145496545, 'street_segments_count': 3464, 'node_density_km': 240.2445556356479, 'intersection_density_km': 200.48753663300005, 'edge_density_km': 39661.21680437373, 'street_density_km': 20192.996033842977, 'circuity_avg': 1.0760609904997311, 'self_loop_proportion': 0.0017751479289940828, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0760609904997311\n", - "3757\n", - "5997148.5742215235\n", - "{'n': 23, 'm': 48, 'k_avg': 4.173913043478261, 'intersection_count': 15, 'streets_per_node_avg': 2.3043478260869565, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34782608695652173, 2: 0.0, 3: 0.6521739130434783}, 'edge_length_total': 21302.856, 'edge_length_avg': 443.8095, 'street_length_total': 10651.428000000004, 'street_length_avg': 443.8095000000001, 'street_segments_count': 24, 'node_density_km': 3.8351559437537492, 'intersection_density_km': 2.5011886589698364, 'edge_density_km': 3552.164122057836, 'street_density_km': 1776.0820610289184, 'circuity_avg': 1.1112654809376787, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1112654809376787\n", - "3758\n", - "17983661.072135877\n", - "{'n': 109, 'm': 250, 'k_avg': 4.587155963302752, 'intersection_count': 74, 'streets_per_node_avg': 2.4128440366972477, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 68, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3211009174311927, 2: 0.0, 3: 0.6238532110091743, 4: 0.05504587155963303}, 'edge_length_total': 38543.062, 'edge_length_avg': 154.172248, 'street_length_total': 19271.531000000003, 'street_length_avg': 154.17224800000002, 'street_segments_count': 125, 'node_density_km': 6.06105728765574, 'intersection_density_km': 4.114846231986466, 'edge_density_km': 2143.226668107037, 'street_density_km': 1071.6133340535187, 'circuity_avg': 1.0242556772720834, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0242556772720834\n", - "3759\n", - "18971640.55345824\n", - "{'n': 10, 'm': 22, 'k_avg': 4.4, 'intersection_count': 9, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1, 2: 0.0, 3: 0.9}, 'edge_length_total': 21900.620000000003, 'edge_length_avg': 995.4827272727274, 'street_length_total': 10950.309999999998, 'street_length_avg': 995.4827272727271, 'street_segments_count': 11, 'node_density_km': 0.5271025440220641, 'intersection_density_km': 0.47439228961985774, 'edge_density_km': 1154.38725176605, 'street_density_km': 577.1936258830249, 'circuity_avg': 1.2246478016634952, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2246478016634952\n", - "3760\n", - "5988065.951719362\n", - "{'n': 563, 'm': 1652, 'k_avg': 5.868561278863233, 'intersection_count': 506, 'streets_per_node_avg': 3.0177619893428065, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 387, 4: 114, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10124333925399645, 2: 0.0, 3: 0.6873889875666075, 4: 0.2024866785079929, 5: 0.008880994671403197}, 'edge_length_total': 131867.73600000003, 'edge_length_avg': 79.82308474576273, 'street_length_total': 67130.64399999996, 'street_length_avg': 80.29981339712913, 'street_segments_count': 836, 'node_density_km': 94.02034054724213, 'intersection_density_km': 84.50140731244142, 'edge_density_km': 22021.75745277766, 'street_density_km': 11210.738916582011, 'circuity_avg': 1.0404174149312835, 'self_loop_proportion': 0.0012106537530266344, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0404174149312835\n", - "3761\n", - "10978832.163687682\n", - "{'n': 178, 'm': 424, 'k_avg': 4.764044943820225, 'intersection_count': 171, 'streets_per_node_avg': 3.252808988764045, 'streets_per_node_counts': {0: 0, 1: 7, 2: 2, 3: 109, 4: 59, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03932584269662921, 2: 0.011235955056179775, 3: 0.6123595505617978, 4: 0.33146067415730335, 5: 0.0056179775280898875}, 'edge_length_total': 88909.88600000006, 'edge_length_avg': 209.6931273584907, 'street_length_total': 59363.047999999966, 'street_length_avg': 214.30703249097462, 'street_segments_count': 277, 'node_density_km': 16.213017682220542, 'intersection_density_km': 15.575427099211868, 'edge_density_km': 8098.300864282098, 'street_density_km': 5407.04576907026, 'circuity_avg': 1.0306774187314895, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0306774187314895\n", - "3762\n", - "15981358.76677147\n", - "{'n': 2252, 'm': 6445, 'k_avg': 5.7238010657193605, 'intersection_count': 2029, 'streets_per_node_avg': 2.988010657193606, 'streets_per_node_counts': {0: 0, 1: 223, 2: 2, 3: 1609, 4: 415, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09902309058614565, 2: 0.0008880994671403197, 3: 0.7144760213143873, 4: 0.18428063943161635, 5: 0.0013321492007104796}, 'edge_length_total': 494252.7280000013, 'edge_length_avg': 76.68777781225776, 'street_length_total': 256953.499, 'street_length_avg': 77.44228420735384, 'street_segments_count': 3318, 'node_density_km': 140.91417587610704, 'intersection_density_km': 126.96041867345524, 'edge_density_km': 30926.827637938666, 'street_density_km': 16078.326176761588, 'circuity_avg': 1.032684644245648, 'self_loop_proportion': 0.0003103180760279286, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.032684644245648\n", - "3763\n", - "999034.4338880671\n", - "error with entry 3763\n", - "3764\n", - "13976582.338428764\n", - "{'n': 287, 'm': 776, 'k_avg': 5.407665505226481, 'intersection_count': 256, 'streets_per_node_avg': 2.9094076655052263, 'streets_per_node_counts': {0: 0, 1: 31, 2: 1, 3: 220, 4: 34, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10801393728222997, 2: 0.003484320557491289, 3: 0.7665505226480837, 4: 0.11846689895470383, 5: 0.0, 6: 0.003484320557491289}, 'edge_length_total': 151246.45600000012, 'edge_length_avg': 194.90522680412386, 'street_length_total': 78306.15399999991, 'street_length_avg': 195.76538499999978, 'street_segments_count': 400, 'node_density_km': 20.53434760019196, 'intersection_density_km': 18.316351866373317, 'edge_density_km': 10821.4191665545, 'street_density_km': 5602.6682420563075, 'circuity_avg': 1.0546854295234065, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0546854295234065\n", - "3765\n", - "6992337.994900551\n", - "{'n': 114, 'm': 258, 'k_avg': 4.526315789473684, 'intersection_count': 90, 'streets_per_node_avg': 2.6052631578947367, 'streets_per_node_counts': {0: 0, 1: 24, 2: 2, 3: 83, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21052631578947367, 2: 0.017543859649122806, 3: 0.7280701754385965, 4: 0.043859649122807015}, 'edge_length_total': 46426.462999999996, 'edge_length_avg': 179.94753100775193, 'street_length_total': 26238.717999999997, 'street_length_avg': 188.76775539568342, 'street_segments_count': 139, 'node_density_km': 16.30355970823195, 'intersection_density_km': 12.871231348604171, 'edge_density_km': 6639.61939967124, 'street_density_km': 3752.4956629864946, 'circuity_avg': 1.0501579569070132, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0501579569070132\n", - "3766\n", - "10986201.75987543\n", - "{'n': 129, 'm': 344, 'k_avg': 5.333333333333333, 'intersection_count': 113, 'streets_per_node_avg': 2.89922480620155, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 94, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12403100775193798, 2: 0.0, 3: 0.7286821705426356, 4: 0.14728682170542637}, 'edge_length_total': 58296.85499999998, 'edge_length_avg': 169.467601744186, 'street_length_total': 30049.007999999994, 'street_length_avg': 168.81465168539322, 'street_segments_count': 178, 'node_density_km': 11.742001723575001, 'intersection_density_km': 10.285629416775, 'edge_density_km': 5306.370324720943, 'street_density_km': 2735.158943625728, 'circuity_avg': 1.084582865340659, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084582865340659\n", - "3767\n", - "2994059.9814841812\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 69, 'm': 184, 'k_avg': 5.333333333333333, 'intersection_count': 57, 'streets_per_node_avg': 2.753623188405797, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 50, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17391304347826086, 2: 0.0, 3: 0.7246376811594203, 4: 0.10144927536231885}, 'edge_length_total': 23785.751999999997, 'edge_length_avg': 129.2703913043478, 'street_length_total': 11892.876000000002, 'street_length_avg': 129.27039130434784, 'street_segments_count': 92, 'node_density_km': 23.045630490607643, 'intersection_density_km': 19.037694753110664, 'edge_density_km': 7944.3137903366905, 'street_density_km': 3972.1568951683466, 'circuity_avg': 1.0651978033852576, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0651978033852576\n", - "3768\n", - "727561802.0510961\n", - "error with entry 3768\n", - "3769\n", - "998789.5142448196\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 4.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 0, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.0, 4: 1.0}, 'edge_length_total': 25.604, 'edge_length_avg': 12.802, 'street_length_total': 12.802, 'street_length_avg': 12.802, 'street_segments_count': 1, 'node_density_km': 2.0024239056135777, 'intersection_density_km': 2.0024239056135777, 'edge_density_km': 25.635030839665024, 'street_density_km': 12.817515419832512, 'circuity_avg': 1.0000200375279966, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0000200375279966\n", - "3770\n", - "998844.3193402637\n", - "error with entry 3770\n", - "3771\n", - "4994523.275495261\n", - "{'n': 328, 'm': 764, 'k_avg': 4.658536585365853, 'intersection_count': 243, 'streets_per_node_avg': 2.6128048780487805, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 202, 4: 39, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25914634146341464, 2: 0.0, 3: 0.6158536585365854, 4: 0.11890243902439024, 5: 0.006097560975609756}, 'edge_length_total': 71021.05399999997, 'edge_length_avg': 92.95949476439787, 'street_length_total': 41307.762, 'street_length_avg': 98.58654415274464, 'street_segments_count': 419, 'node_density_km': 65.67193341740413, 'intersection_density_km': 48.65329213545489, 'edge_density_km': 14219.78637049348, 'street_density_km': 8270.611572213344, 'circuity_avg': 1.0750931879260506, 'self_loop_proportion': 0.002617801047120419, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0750931879260506\n", - "3772\n", - "11982169.394741127\n", - "{'n': 142, 'm': 368, 'k_avg': 5.183098591549296, 'intersection_count': 112, 'streets_per_node_avg': 2.7253521126760565, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 91, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2112676056338028, 2: 0.0, 3: 0.6408450704225352, 4: 0.14788732394366197}, 'edge_length_total': 82480.008, 'edge_length_avg': 224.13045652173915, 'street_length_total': 41240.004000000015, 'street_length_avg': 224.1304565217392, 'street_segments_count': 184, 'node_density_km': 11.85094245640715, 'intersection_density_km': 9.347222219138034, 'edge_density_km': 6883.562173323954, 'street_density_km': 3441.781086661978, 'circuity_avg': 1.0532103023160357, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0532103023160357\n", - "3773\n", - "9979761.45402586\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 8287.208, 'edge_length_avg': 2071.802, 'street_length_total': 4143.604, 'street_length_avg': 2071.802, 'street_segments_count': 2, 'node_density_km': 0.3006083876674019, 'intersection_density_km': 0.20040559177826792, 'edge_density_km': 830.4014117147981, 'street_density_km': 415.20070585739904, 'circuity_avg': 1.0191826599263076, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0191826599263076\n", - "3774\n", - "5988323.446348239\n", - "{'n': 588, 'm': 1684, 'k_avg': 5.727891156462585, 'intersection_count': 560, 'streets_per_node_avg': 3.0850340136054424, 'streets_per_node_counts': {0: 0, 1: 28, 2: 4, 3: 448, 4: 106, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.047619047619047616, 2: 0.006802721088435374, 3: 0.7619047619047619, 4: 0.18027210884353742, 5: 0.003401360544217687}, 'edge_length_total': 125212.56600000018, 'edge_length_avg': 74.35425534441816, 'street_length_total': 66664.49000000009, 'street_length_avg': 75.07262387387398, 'street_segments_count': 888, 'node_density_km': 98.19108891964919, 'intersection_density_km': 93.51532278061828, 'edge_density_km': 20909.452724427654, 'street_density_km': 11132.413036348764, 'circuity_avg': 1.0433542122748505, 'self_loop_proportion': 0.0023752969121140144, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0433542122748505\n", - "3775\n", - "6991849.591488706\n", - "{'n': 276, 'm': 774, 'k_avg': 5.608695652173913, 'intersection_count': 237, 'streets_per_node_avg': 2.9166666666666665, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 182, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14130434782608695, 2: 0.0, 3: 0.6594202898550725, 4: 0.19927536231884058}, 'edge_length_total': 90470.24000000003, 'edge_length_avg': 116.88661498708015, 'street_length_total': 45235.120000000046, 'street_length_avg': 116.88661498708022, 'street_segments_count': 387, 'node_density_km': 39.474533367534015, 'intersection_density_km': 33.89661017429551, 'edge_density_km': 12939.385897278304, 'street_density_km': 6469.692948639156, 'circuity_avg': 1.0518751114750216, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0518751114750216\n", - "3776\n", - "10978254.31893296\n", - "{'n': 133, 'm': 304, 'k_avg': 4.571428571428571, 'intersection_count': 122, 'streets_per_node_avg': 3.225563909774436, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 70, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08270676691729323, 2: 0.0, 3: 0.5263157894736842, 4: 0.39097744360902253}, 'edge_length_total': 56066.779, 'edge_length_avg': 184.43019407894738, 'street_length_total': 36238.859000000004, 'street_length_avg': 184.89213775510206, 'street_segments_count': 196, 'node_density_km': 12.114858713978768, 'intersection_density_km': 11.112877918085786, 'edge_density_km': 5107.075985961442, 'street_density_km': 3300.9673439157737, 'circuity_avg': 1.0854983698753207, 'self_loop_proportion': 0.006578947368421052, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0854983698753207\n", - "3777\n", - "1997698.659795717\n", - "{'n': 14, 'm': 34, 'k_avg': 4.857142857142857, 'intersection_count': 12, 'streets_per_node_avg': 2.642857142857143, 'streets_per_node_counts': {0: 0, 1: 2, 2: 2, 3: 9, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.14285714285714285, 3: 0.6428571428571429, 4: 0.07142857142857142}, 'edge_length_total': 6085.131000000001, 'edge_length_avg': 178.97444117647063, 'street_length_total': 3160.777, 'street_length_avg': 175.59872222222222, 'street_segments_count': 18, 'node_density_km': 7.00806396968381, 'intersection_density_km': 6.006911974014694, 'edge_density_km': 3046.0705222790016, 'street_density_km': 1582.2091007075203, 'circuity_avg': 2.0241363248666917, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 2.0241363248666917\n", - "3778\n", - "14978808.864113618\n", - "{'n': 26, 'm': 58, 'k_avg': 4.461538461538462, 'intersection_count': 18, 'streets_per_node_avg': 2.423076923076923, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 17, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3076923076923077, 2: 0.0, 3: 0.6538461538461539, 4: 0.038461538461538464}, 'edge_length_total': 31886.22799999999, 'edge_length_avg': 549.7625517241378, 'street_length_total': 15943.114000000003, 'street_length_avg': 549.762551724138, 'street_segments_count': 29, 'node_density_km': 1.7357855511656248, 'intersection_density_km': 1.2016976892685094, 'edge_density_km': 2128.7559170604904, 'street_density_km': 1064.377958530246, 'circuity_avg': 1.064870939099303, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064870939099303\n", - "3779\n", - "7987245.334661506\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 36, 'm': 90, 'k_avg': 5.0, 'intersection_count': 29, 'streets_per_node_avg': 2.6944444444444446, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 26, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19444444444444445, 2: 0.0, 3: 0.7222222222222222, 4: 0.08333333333333333}, 'edge_length_total': 22206.435999999998, 'edge_length_avg': 246.73817777777776, 'street_length_total': 11103.217999999997, 'street_length_avg': 246.7381777777777, 'street_segments_count': 45, 'node_density_km': 4.507185956060989, 'intersection_density_km': 3.630788686826908, 'edge_density_km': 2780.237124260199, 'street_density_km': 1390.1185621300992, 'circuity_avg': 1.3380949763704377, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3380949763704377\n", - "3780\n", - "1997548.2601304008\n", - "error with entry 3780\n", - "3781\n", - "12989748.273099672\n", - "{'n': 471, 'm': 1210, 'k_avg': 5.138004246284501, 'intersection_count': 366, 'streets_per_node_avg': 2.7261146496815285, 'streets_per_node_counts': {0: 0, 1: 105, 2: 0, 3: 285, 4: 81}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2229299363057325, 2: 0.0, 3: 0.6050955414012739, 4: 0.17197452229299362}, 'edge_length_total': 171925.4420000003, 'edge_length_avg': 142.0871421487606, 'street_length_total': 88644.30799999998, 'street_length_avg': 139.81752050473182, 'street_segments_count': 634, 'node_density_km': 36.259363160669466, 'intersection_density_km': 28.176065640774997, 'edge_density_km': 13235.471418336785, 'street_density_km': 6824.174428658676, 'circuity_avg': 1.025212785441875, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025212785441875\n", - "3782\n", - "32941565.601514347\n", - "{'n': 464, 'm': 1252, 'k_avg': 5.396551724137931, 'intersection_count': 390, 'streets_per_node_avg': 2.8060344827586206, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 333, 4: 56, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15948275862068967, 2: 0.0, 3: 0.7176724137931034, 4: 0.1206896551724138, 5: 0.0021551724137931034}, 'edge_length_total': 247348.372, 'edge_length_avg': 197.56259744408945, 'street_length_total': 123674.18599999986, 'street_length_avg': 197.56259744408922, 'street_segments_count': 626, 'node_density_km': 14.085547894501698, 'intersection_density_km': 11.83914585960272, 'edge_density_km': 7508.7011647263425, 'street_density_km': 3754.3505823631667, 'circuity_avg': 1.0414659552900587, 'self_loop_proportion': 0.001597444089456869, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0414659552900587\n", - "3783\n", - "6986078.643989966\n", - "{'n': 214, 'm': 520, 'k_avg': 4.859813084112149, 'intersection_count': 151, 'streets_per_node_avg': 2.4766355140186915, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 137, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29439252336448596, 2: 0.0, 3: 0.6401869158878505, 4: 0.06542056074766354}, 'edge_length_total': 79088.23200000005, 'edge_length_avg': 152.09275384615393, 'street_length_total': 39544.116000000016, 'street_length_avg': 152.0927538461539, 'street_segments_count': 260, 'node_density_km': 30.63234911964546, 'intersection_density_km': 21.614414565731142, 'edge_density_km': 11320.833335885596, 'street_density_km': 5660.416667942796, 'circuity_avg': 1.066116231657129, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066116231657129\n", - "3784\n", - "3992067.81522159\n", - "{'n': 19, 'm': 34, 'k_avg': 3.5789473684210527, 'intersection_count': 17, 'streets_per_node_avg': 2.8947368421052633, 'streets_per_node_counts': {0: 0, 1: 2, 2: 2, 3: 11, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10526315789473684, 2: 0.10526315789473684, 3: 0.5789473684210527, 4: 0.21052631578947367}, 'edge_length_total': 4260.833999999999, 'edge_length_avg': 125.3186470588235, 'street_length_total': 2799.978, 'street_length_avg': 116.66575, 'street_segments_count': 24, 'node_density_km': 4.759438185782763, 'intersection_density_km': 4.258444692542472, 'edge_density_km': 1067.3250548885003, 'street_density_km': 701.3853796079815, 'circuity_avg': 1.033174937929654, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.033174937929654\n", - "3785\n", - "9980055.92666478\n", - "{'n': 337, 'm': 829, 'k_avg': 4.919881305637982, 'intersection_count': 256, 'streets_per_node_avg': 2.6172106824925816, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 224, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2403560830860534, 2: 0.0, 3: 0.6646884272997032, 4: 0.09198813056379822, 5: 0.002967359050445104}, 'edge_length_total': 115957.24299999994, 'edge_length_avg': 139.87604704463203, 'street_length_total': 58245.41700000006, 'street_length_avg': 138.0223151658769, 'street_segments_count': 422, 'node_density_km': 33.76734584218122, 'intersection_density_km': 25.65115885934241, 'edge_density_km': 11618.897113610818, 'street_density_km': 5836.181423029861, 'circuity_avg': 1.0862682843130136, 'self_loop_proportion': 0.0024125452352231603, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0862682843130136\n", - "3786\n", - "25966591.212825134\n", - "{'n': 64, 'm': 134, 'k_avg': 4.1875, 'intersection_count': 36, 'streets_per_node_avg': 2.171875, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 33, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4375, 2: 0.0, 3: 0.515625, 4: 0.046875}, 'edge_length_total': 68770.36399999999, 'edge_length_avg': 513.211671641791, 'street_length_total': 34385.182, 'street_length_avg': 513.2116716417911, 'street_segments_count': 67, 'node_density_km': 2.464705493125714, 'intersection_density_km': 1.386396839883214, 'edge_density_km': 2648.4170924227315, 'street_density_km': 1324.208546211366, 'circuity_avg': 1.0731755013629536, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0731755013629536\n", - "3787\n", - "9987567.709062636\n", - "{'n': 156, 'm': 370, 'k_avg': 4.743589743589744, 'intersection_count': 130, 'streets_per_node_avg': 2.826923076923077, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 105, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.6730769230769231, 4: 0.16025641025641027}, 'edge_length_total': 62497.50300000001, 'edge_length_avg': 168.9121702702703, 'street_length_total': 35391.77800000002, 'street_length_avg': 166.94234905660386, 'street_segments_count': 212, 'node_density_km': 15.619418515525746, 'intersection_density_km': 13.016182096271455, 'edge_density_km': 6257.529843155936, 'street_density_km': 3543.5832858370327, 'circuity_avg': 1.0540846863493687, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0540846863493687\n", - "3788\n", - "8991254.595881384\n", - "{'n': 99, 'm': 231, 'k_avg': 4.666666666666667, 'intersection_count': 77, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 66, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6666666666666666, 4: 0.1111111111111111}, 'edge_length_total': 48812.49499999998, 'edge_length_avg': 211.30950216450208, 'street_length_total': 26634.819999999996, 'street_length_avg': 209.72299212598423, 'street_segments_count': 127, 'node_density_km': 11.010699223815646, 'intersection_density_km': 8.563877174078835, 'edge_density_km': 5428.885866757625, 'street_density_km': 2962.3029484895897, 'circuity_avg': 1.0745530392725648, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0745530392725648\n", - "3789\n", - "33931880.696703866\n", - "{'n': 2225, 'm': 5769, 'k_avg': 5.18561797752809, 'intersection_count': 1933, 'streets_per_node_avg': 2.9042696629213482, 'streets_per_node_counts': {0: 0, 1: 292, 2: 3, 3: 1566, 4: 355, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13123595505617977, 2: 0.001348314606741573, 3: 0.7038202247191011, 4: 0.15955056179775282, 5: 0.0035955056179775282, 6: 0.00044943820224719103}, 'edge_length_total': 559498.263000002, 'edge_length_avg': 96.98357826313088, 'street_length_total': 323790.16099999944, 'street_length_avg': 101.56529516938502, 'street_segments_count': 3188, 'node_density_km': 65.5725516627829, 'intersection_density_km': 56.9670752198469, 'edge_density_km': 16488.86685654154, 'street_density_km': 9542.358229246407, 'circuity_avg': 1.079403291378426, 'self_loop_proportion': 0.004333506673600277, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.079403291378426\n", - "3790\n", - "6987710.42375986\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 32, 'm': 74, 'k_avg': 4.625, 'intersection_count': 23, 'streets_per_node_avg': 2.53125, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 20, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28125, 2: 0.0, 3: 0.625, 4: 0.09375}, 'edge_length_total': 21334.460000000006, 'edge_length_avg': 288.3035135135136, 'street_length_total': 10667.230000000003, 'street_length_avg': 288.3035135135136, 'street_segments_count': 37, 'node_density_km': 4.579468532524254, 'intersection_density_km': 3.2914930077518076, 'edge_density_km': 3053.1402571374197, 'street_density_km': 1526.5701285687098, 'circuity_avg': 1.0461077967696688, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0461077967696688\n", - "3791\n", - "7983842.254035043\n", - "{'n': 18, 'm': 24, 'k_avg': 2.6666666666666665, 'intersection_count': 16, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 15, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.8333333333333334, 4: 0.05555555555555555}, 'edge_length_total': 11433.218, 'edge_length_avg': 476.38408333333336, 'street_length_total': 11284.308, 'street_length_avg': 490.6220869565218, 'street_segments_count': 23, 'node_density_km': 2.254553562966851, 'intersection_density_km': 2.0040476115260897, 'edge_density_km': 1432.0445765598186, 'street_density_km': 1413.3931559452967, 'circuity_avg': 1.1380781486679847, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1380781486679847\n", - "3792\n", - "42914610.488135375\n", - "{'n': 3182, 'm': 9349, 'k_avg': 5.876178504085481, 'intersection_count': 3053, 'streets_per_node_avg': 3.15901948460088, 'streets_per_node_counts': {0: 0, 1: 129, 2: 1, 3: 2299, 4: 742, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04054054054054054, 2: 0.00031426775612822125, 3: 0.7225015713387807, 4: 0.23318667504714016, 5: 0.0031426775612822125, 6: 0.00031426775612822125}, 'edge_length_total': 885147.5939999981, 'edge_length_avg': 94.67831789496182, 'street_length_total': 479669.99499999994, 'street_length_avg': 96.2033684316085, 'street_segments_count': 4986, 'node_density_km': 74.14724178563218, 'intersection_density_km': 71.1412725240525, 'edge_density_km': 20625.78650794734, 'street_density_km': 11177.312098233178, 'circuity_avg': 1.0292398919260743, 'self_loop_proportion': 0.0002139266231682533, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0292398919260743\n", - "3793\n", - "11982663.813544404\n", - "{'n': 306, 'm': 852, 'k_avg': 5.568627450980392, 'intersection_count': 265, 'streets_per_node_avg': 2.957516339869281, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 196, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13398692810457516, 2: 0.0, 3: 0.6405228758169934, 4: 0.22549019607843138}, 'edge_length_total': 147530.0700000001, 'edge_length_avg': 173.15735915492968, 'street_length_total': 76346.94, 'street_length_avg': 173.12231292517006, 'street_segments_count': 441, 'node_density_km': 25.536892694437277, 'intersection_density_km': 22.115282888973457, 'edge_density_km': 12311.959368603995, 'street_density_km': 6371.4497200282385, 'circuity_avg': 1.0253052006287449, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0253052006287449\n", - "3794\n", - "4997749.673733419\n", - "{'n': 181, 'm': 453, 'k_avg': 5.005524861878453, 'intersection_count': 138, 'streets_per_node_avg': 2.729281767955801, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 102, 4: 35, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23756906077348067, 2: 0.0, 3: 0.56353591160221, 4: 0.19337016574585636, 5: 0.0055248618784530384}, 'edge_length_total': 56678.52599999998, 'edge_length_avg': 125.11815894039731, 'street_length_total': 28660.258999999995, 'street_length_avg': 123.00540343347637, 'street_segments_count': 233, 'node_density_km': 36.2162996980978, 'intersection_density_km': 27.612427394129814, 'edge_density_km': 11340.809304212307, 'street_density_km': 5734.6327589453285, 'circuity_avg': 1.034913767145343, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034913767145343\n", - "3795\n", - "9984669.370974349\n", - "{'n': 91, 'm': 218, 'k_avg': 4.791208791208791, 'intersection_count': 67, 'streets_per_node_avg': 2.5934065934065935, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 56, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26373626373626374, 2: 0.0, 3: 0.6153846153846154, 4: 0.12087912087912088}, 'edge_length_total': 64498.47000000002, 'edge_length_avg': 295.8645412844038, 'street_length_total': 32249.234999999997, 'street_length_avg': 295.86454128440363, 'street_segments_count': 109, 'node_density_km': 9.113972292817124, 'intersection_density_km': 6.710287292513708, 'edge_density_km': 6459.7502033966675, 'street_density_km': 3229.8751016983324, 'circuity_avg': 1.0693269115692805, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0693269115692805\n", - "3796\n", - "17969465.756619833\n", - "{'n': 99, 'm': 245, 'k_avg': 4.94949494949495, 'intersection_count': 75, 'streets_per_node_avg': 2.6262626262626263, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 64, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24242424242424243, 2: 0.0, 3: 0.6464646464646465, 4: 0.1111111111111111}, 'edge_length_total': 65868.83399999999, 'edge_length_avg': 268.8523836734693, 'street_length_total': 33111.084, 'street_length_avg': 269.1958048780488, 'street_segments_count': 123, 'node_density_km': 5.509345761352368, 'intersection_density_km': 4.173746788903309, 'edge_density_km': 3665.597791950734, 'street_density_km': 1842.6304069614366, 'circuity_avg': 1.0658687281613808, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0658687281613808\n", - "3797\n", - "165843193.45404458\n", - "{'n': 18014, 'm': 53463, 'k_avg': 5.935716664816254, 'intersection_count': 17099, 'streets_per_node_avg': 3.1486066392805596, 'streets_per_node_counts': {0: 0, 1: 915, 2: 16, 3: 12667, 4: 4318, 5: 90, 6: 7, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.050793827023426226, 2: 0.0008881980681692017, 3: 0.7031753080937049, 4: 0.2397024536471633, 5: 0.0049961141334517595, 6: 0.00038858665482402574, 7: 5.551237926057511e-05}, 'edge_length_total': 4120688.6259999443, 'edge_length_avg': 77.0755218749405, 'street_length_total': 2233719.4150000005, 'street_length_avg': 78.96908064059961, 'street_segments_count': 28286, 'node_density_km': 108.620677308603, 'intersection_density_km': 103.10341741422243, 'edge_density_km': 24846.896277005144, 'street_density_km': 13468.863982162571, 'circuity_avg': 1.0406330437307105, 'self_loop_proportion': 0.0012532031498419468, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0406330437307105\n", - "3798\n", - "8987927.125676654\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 3, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 6634.762000000001, 'edge_length_avg': 1105.7936666666667, 'street_length_total': 3317.3810000000003, 'street_length_avg': 1105.7936666666667, 'street_segments_count': 3, 'node_density_km': 0.4450414365925181, 'intersection_density_km': 0.33378107744438856, 'edge_density_km': 738.1860029823622, 'street_density_km': 369.0930014911811, 'circuity_avg': 1.1422897316411156, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1422897316411156\n", - "3799\n", - "6987342.47061901\n", - "{'n': 12, 'm': 32, 'k_avg': 5.333333333333333, 'intersection_count': 11, 'streets_per_node_avg': 3.0833333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 8, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08333333333333333, 2: 0.0, 3: 0.6666666666666666, 4: 0.25}, 'edge_length_total': 16140.638, 'edge_length_avg': 504.3949375, 'street_length_total': 8070.3189999999995, 'street_length_avg': 504.39493749999997, 'street_segments_count': 16, 'node_density_km': 1.717391132674354, 'intersection_density_km': 1.5742752049514912, 'edge_density_km': 2309.9823814088936, 'street_density_km': 1154.9911907044466, 'circuity_avg': 1.0727613913672642, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0727613913672642\n", - "3800\n", - "2993992.9206300415\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 1068.79, 'edge_length_avg': 534.395, 'street_length_total': 534.395, 'street_length_avg': 534.395, 'street_segments_count': 1, 'node_density_km': 0.668004251519449, 'intersection_density_km': 0.3340021257597245, 'edge_density_km': 356.97813199073596, 'street_density_km': 178.48906599536798, 'circuity_avg': 1.0109303486963392, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0109303486963392\n", - "3801\n", - "25958233.49135303\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 5, 'streets_per_node_avg': 2.5714285714285716, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.5714285714285714, 4: 0.14285714285714285}, 'edge_length_total': 25422.106000000003, 'edge_length_avg': 1815.8647142857146, 'street_length_total': 12711.053, 'street_length_avg': 1815.8647142857142, 'street_segments_count': 7, 'node_density_km': 0.26966395854062164, 'intersection_density_km': 0.19261711324330116, 'edge_density_km': 979.3465340570414, 'street_density_km': 489.6732670285206, 'circuity_avg': 1.1956397164433614, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1956397164433614\n", - "3802\n", - "11977551.932836475\n", - "{'n': 11, 'm': 24, 'k_avg': 4.363636363636363, 'intersection_count': 10, 'streets_per_node_avg': 2.909090909090909, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 9, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09090909090909091, 2: 0.0, 3: 0.8181818181818182, 4: 0.09090909090909091}, 'edge_length_total': 18040.636, 'edge_length_avg': 751.6931666666666, 'street_length_total': 9020.318, 'street_length_avg': 751.6931666666666, 'street_segments_count': 12, 'node_density_km': 0.9183846633837992, 'intersection_density_km': 0.8348951485307265, 'edge_density_km': 1506.2039472808772, 'street_density_km': 753.1019736404386, 'circuity_avg': 1.0599035060001916, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0599035060001916\n", - "3803\n", - "21955035.650452543\n", - "{'n': 210, 'm': 548, 'k_avg': 5.219047619047619, 'intersection_count': 166, 'streets_per_node_avg': 2.6809523809523808, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 145, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20952380952380953, 2: 0.0, 3: 0.6904761904761905, 4: 0.1}, 'edge_length_total': 129478.89400000007, 'edge_length_avg': 236.27535401459866, 'street_length_total': 64739.44700000003, 'street_length_avg': 236.27535401459863, 'street_segments_count': 274, 'node_density_km': 9.565003826157367, 'intersection_density_km': 7.560907786391062, 'edge_density_km': 5897.457697698214, 'street_density_km': 2948.7288488491067, 'circuity_avg': 1.0305735499397601, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0305735499397601\n", - "3804\n", - "29959472.262210943\n", - "{'n': 2117, 'm': 5563, 'k_avg': 5.255550307038262, 'intersection_count': 1740, 'streets_per_node_avg': 2.7916863486065187, 'streets_per_node_counts': {0: 0, 1: 377, 2: 0, 3: 1436, 4: 295, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1780821917808219, 2: 0.0, 3: 0.6783183750590458, 4: 0.13934813415210204, 5: 0.004251299008030231}, 'edge_length_total': 536341.2580000007, 'edge_length_avg': 96.41223404637799, 'street_length_total': 290023.09500000085, 'street_length_avg': 99.32297773972631, 'street_segments_count': 2920, 'node_density_km': 70.6621258702963, 'intersection_density_km': 58.07845961942161, 'edge_density_km': 17902.22649136944, 'street_density_km': 9680.51414463059, 'circuity_avg': 1.0359585862908434, 'self_loop_proportion': 0.0010785547366528852, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0359585862908434\n", - "3805\n", - "8992072.158855693\n", - "{'n': 187, 'm': 518, 'k_avg': 5.540106951871658, 'intersection_count': 144, 'streets_per_node_avg': 2.9251336898395723, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 72, 4: 72}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22994652406417113, 2: 0.0, 3: 0.3850267379679144, 4: 0.3850267379679144}, 'edge_length_total': 88894.10900000001, 'edge_length_avg': 171.61024903474905, 'street_length_total': 45563.083, 'street_length_avg': 171.93616226415094, 'street_segments_count': 265, 'node_density_km': 20.796096461018294, 'intersection_density_km': 16.014106365703924, 'edge_density_km': 9885.831366739436, 'street_density_km': 5067.028177162474, 'circuity_avg': 1.010547623931878, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.010547623931878\n", - "3806\n", - "8981516.810285777\n", - "{'n': 154, 'm': 422, 'k_avg': 5.48051948051948, 'intersection_count': 133, 'streets_per_node_avg': 2.8506493506493507, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 114, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13636363636363635, 2: 0.0, 3: 0.7402597402597403, 4: 0.12337662337662338}, 'edge_length_total': 99393.09000000003, 'edge_length_avg': 235.52864928909958, 'street_length_total': 49696.545000000006, 'street_length_avg': 235.52864928909955, 'street_segments_count': 211, 'node_density_km': 17.146324307230238, 'intersection_density_km': 14.808189174426113, 'edge_density_km': 11066.403604141058, 'street_density_km': 5533.201802070528, 'circuity_avg': 1.047076264795045, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047076264795045\n", - "3807\n", - "9986304.630966615\n", - "{'n': 19, 'm': 38, 'k_avg': 4.0, 'intersection_count': 16, 'streets_per_node_avg': 2.6842105263157894, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15789473684210525, 2: 0.0, 3: 0.8421052631578947}, 'edge_length_total': 21987.471999999998, 'edge_length_avg': 578.6176842105262, 'street_length_total': 10993.735999999999, 'street_length_avg': 578.6176842105262, 'street_segments_count': 19, 'node_density_km': 1.9026056887031808, 'intersection_density_km': 1.6021942641710996, 'edge_density_km': 2201.762595126416, 'street_density_km': 1100.881297563208, 'circuity_avg': 1.07805560345296, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07805560345296\n", - "3808\n", - "6986039.1251269\n", - "{'n': 168, 'm': 470, 'k_avg': 5.595238095238095, 'intersection_count': 164, 'streets_per_node_avg': 3.261904761904762, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 115, 4: 47, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.023809523809523808, 2: 0.0, 3: 0.6845238095238095, 4: 0.27976190476190477, 5: 0.005952380952380952, 6: 0.005952380952380952}, 'edge_length_total': 53087.529999999984, 'edge_length_avg': 112.95219148936167, 'street_length_total': 33435.26099999999, 'street_length_avg': 127.61549999999997, 'street_segments_count': 262, 'node_density_km': 24.04796151165963, 'intersection_density_km': 23.47539099947726, 'edge_density_km': 7599.088560649259, 'street_density_km': 4786.011128930321, 'circuity_avg': 1.0289887307913248, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0289887307913248\n", - "3809\n", - "13982152.701803084\n", - "{'n': 66, 'm': 170, 'k_avg': 5.151515151515151, 'intersection_count': 52, 'streets_per_node_avg': 2.621212121212121, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 49, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21212121212121213, 2: 0.0, 3: 0.7424242424242424, 4: 0.045454545454545456}, 'edge_length_total': 38149.224, 'edge_length_avg': 224.40720000000002, 'street_length_total': 19074.611999999997, 'street_length_avg': 224.40719999999996, 'street_segments_count': 85, 'node_density_km': 4.720303189900715, 'intersection_density_km': 3.719026755679351, 'edge_density_km': 2728.4227839308624, 'street_density_km': 1364.211391965431, 'circuity_avg': 1.127517145074234, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.127517145074234\n", - "3810\n", - "3993714.497058342\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 38, 'm': 84, 'k_avg': 4.421052631578948, 'intersection_count': 37, 'streets_per_node_avg': 3.289473684210526, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 24, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.02631578947368421, 2: 0.0, 3: 0.631578947368421, 4: 0.34210526315789475}, 'edge_length_total': 14798.112999999994, 'edge_length_avg': 176.16801190476184, 'street_length_total': 9297.895, 'street_length_avg': 154.96491666666668, 'street_segments_count': 60, 'node_density_km': 9.514951564011332, 'intersection_density_km': 9.264558101800507, 'edge_density_km': 3705.3507482570094, 'street_density_km': 2328.1321203227144, 'circuity_avg': 1.0817058705730431, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0817058705730431\n", - "3811\n", - "3997718.8674204573\n", - "{'n': 47, 'm': 124, 'k_avg': 5.276595744680851, 'intersection_count': 37, 'streets_per_node_avg': 2.765957446808511, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 28, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2127659574468085, 2: 0.0, 3: 0.5957446808510638, 4: 0.19148936170212766}, 'edge_length_total': 17364.510000000006, 'edge_length_avg': 140.036370967742, 'street_length_total': 8682.255000000001, 'street_length_avg': 140.03637096774196, 'street_segments_count': 62, 'node_density_km': 11.75670465050158, 'intersection_density_km': 9.255278129118265, 'edge_density_km': 4343.60458448258, 'street_density_km': 2171.8022922412897, 'circuity_avg': 1.0070427986219306, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0070427986219306\n", - "3812\n", - "998343.0019742612\n", - "{'n': 14, 'm': 26, 'k_avg': 3.7142857142857144, 'intersection_count': 9, 'streets_per_node_avg': 2.357142857142857, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 8, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35714285714285715, 2: 0.0, 3: 0.5714285714285714, 4: 0.07142857142857142}, 'edge_length_total': 3006.996, 'edge_length_avg': 115.65369230769231, 'street_length_total': 1503.4980000000003, 'street_length_avg': 115.65369230769232, 'street_segments_count': 13, 'node_density_km': 14.023236475153796, 'intersection_density_km': 9.014937734027441, 'edge_density_km': 3011.9868562743977, 'street_density_km': 1505.993428137199, 'circuity_avg': 1.0922079882447788, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0922079882447788\n", - "3813\n", - "4990861.783337815\n", - "{'n': 314, 'm': 872, 'k_avg': 5.554140127388535, 'intersection_count': 298, 'streets_per_node_avg': 3.0859872611464967, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 240, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.050955414012738856, 2: 0.0, 3: 0.7643312101910829, 4: 0.18152866242038215, 5: 0.0031847133757961785}, 'edge_length_total': 71401.71199999982, 'edge_length_avg': 81.88269724770622, 'street_length_total': 37755.88999999996, 'street_length_avg': 80.50296375266517, 'street_segments_count': 469, 'node_density_km': 62.91498615495647, 'intersection_density_km': 59.70912698782494, 'edge_density_km': 14306.489560255346, 'street_density_km': 7565.00412935687, 'circuity_avg': 1.0693749088218008, 'self_loop_proportion': 0.0022935779816513763, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0693749088218008\n", - "3814\n", - "3996475.826880282\n", - "{'n': 133, 'm': 358, 'k_avg': 5.383458646616542, 'intersection_count': 118, 'streets_per_node_avg': 2.9398496240601504, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 96, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11278195488721804, 2: 0.0, 3: 0.7218045112781954, 4: 0.16541353383458646}, 'edge_length_total': 36200.820999999996, 'edge_length_avg': 101.11961173184356, 'street_length_total': 19763.065000000006, 'street_length_avg': 106.25303763440863, 'street_segments_count': 186, 'node_density_km': 33.27932052170627, 'intersection_density_km': 29.526013695949924, 'edge_density_km': 9058.18590381891, 'street_density_km': 4945.123117491091, 'circuity_avg': 1.0360353746080198, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0360353746080198\n", - "3815\n", - "70905704.15564428\n", - "{'n': 6411, 'm': 17942, 'k_avg': 5.5972547184526595, 'intersection_count': 6061, 'streets_per_node_avg': 3.03665574793324, 'streets_per_node_counts': {0: 0, 1: 350, 2: 5, 3: 5125, 4: 924, 5: 5, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05459366713461238, 2: 0.0007799095304944627, 3: 0.7994072687568242, 4: 0.1441272812353767, 5: 0.0007799095304944627, 6: 0.00031196381219778506}, 'edge_length_total': 1368985.5209999918, 'edge_length_avg': 76.30060868353539, 'street_length_total': 767598.3269999964, 'street_length_avg': 79.24822702870085, 'street_segments_count': 9686, 'node_density_km': 90.41585689533932, 'intersection_density_km': 85.47972370030442, 'edge_density_km': 19307.128210657742, 'street_density_km': 10825.621663879823, 'circuity_avg': 1.038208686869812, 'self_loop_proportion': 0.0008917623453349682, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038208686869812\n", - "3816\n", - "998246.4064915592\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 4, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 2287.45, 'edge_length_avg': 228.74499999999998, 'street_length_total': 1143.725, 'street_length_avg': 228.74499999999998, 'street_segments_count': 5, 'node_density_km': 6.010540044003387, 'intersection_density_km': 4.007026696002258, 'edge_density_km': 2291.4683039425913, 'street_density_km': 1145.7341519712957, 'circuity_avg': 1.1240336690360235, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1240336690360235\n", - "3817\n", - "1996553.6585106978\n", - "{'n': 21, 'm': 46, 'k_avg': 4.380952380952381, 'intersection_count': 13, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 11, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38095238095238093, 2: 0.0, 3: 0.5238095238095238, 4: 0.09523809523809523}, 'edge_length_total': 4261.562, 'edge_length_avg': 92.64265217391304, 'street_length_total': 2130.781, 'street_length_avg': 92.64265217391304, 'street_segments_count': 23, 'node_density_km': 10.518124524469163, 'intersection_density_km': 6.511219943719006, 'edge_density_km': 2134.45903736885, 'street_density_km': 1067.229518684425, 'circuity_avg': 1.040585362684499, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040585362684499\n", - "3818\n", - "3993825.6973118875\n", - "{'n': 53, 'm': 122, 'k_avg': 4.60377358490566, 'intersection_count': 50, 'streets_per_node_avg': 3.0754716981132075, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 40, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05660377358490566, 2: 0.0, 3: 0.7547169811320755, 4: 0.18867924528301888}, 'edge_length_total': 15769.345000000014, 'edge_length_avg': 129.2569262295083, 'street_length_total': 9998.947000000004, 'street_length_avg': 138.87426388888895, 'street_segments_count': 72, 'node_density_km': 13.270483996252654, 'intersection_density_km': 12.519324524766654, 'edge_density_km': 3948.430951960132, 'street_density_km': 2503.60124797884, 'circuity_avg': 1.0392025853818183, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0392025853818183\n", - "3819\n", - "7984311.414033971\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 3597.952, 'edge_length_avg': 1798.976, 'street_length_total': 1798.9759999999999, 'street_length_avg': 1798.9759999999999, 'street_segments_count': 1, 'node_density_km': 0.25049123165269, 'intersection_density_km': 0.125245615826345, 'edge_density_km': 450.6277139536296, 'street_density_km': 225.31385697681478, 'circuity_avg': 1.1678279903454545, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1678279903454545\n", - "3820\n", - "13993247.294155521\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 90, 'm': 290, 'k_avg': 6.444444444444445, 'intersection_count': 87, 'streets_per_node_avg': 3.3555555555555556, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 49, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03333333333333333, 2: 0.0, 3: 0.5444444444444444, 4: 0.4222222222222222}, 'edge_length_total': 47015.501999999986, 'edge_length_avg': 162.12242068965512, 'street_length_total': 23507.750999999993, 'street_length_avg': 162.12242068965512, 'street_segments_count': 145, 'node_density_km': 6.431673657163894, 'intersection_density_km': 6.217284535258431, 'edge_density_km': 3359.8707299081807, 'street_density_km': 1679.9353649540903, 'circuity_avg': 1.0195662874560363, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0195662874560363\n", - "3821\n", - "399350084.4797445\n", - "error with entry 3821\n", - "3822\n", - "9983898.44490803\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 4, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 8950.528, 'edge_length_avg': 1491.7546666666667, 'street_length_total': 4475.264, 'street_length_avg': 1491.7546666666667, 'street_segments_count': 3, 'node_density_km': 0.40064510091647343, 'intersection_density_km': 0.40064510091647343, 'edge_density_km': 896.4962984539303, 'street_density_km': 448.24814922696515, 'circuity_avg': 1.0099825636299125, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0099825636299125\n", - "3823\n", - "11976365.005591419\n", - "{'n': 134, 'm': 351, 'k_avg': 5.2388059701492535, 'intersection_count': 126, 'streets_per_node_avg': 3.0223880597014925, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 108, 4: 17, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05970149253731343, 2: 0.0, 3: 0.8059701492537313, 4: 0.12686567164179105, 5: 0.007462686567164179}, 'edge_length_total': 59068.65100000002, 'edge_length_avg': 168.28675498575504, 'street_length_total': 33090.687, 'street_length_avg': 171.45433678756476, 'street_segments_count': 193, 'node_density_km': 11.188703745872749, 'intersection_density_km': 10.520721432686315, 'edge_density_km': 4932.101766472763, 'street_density_km': 2762.999205898527, 'circuity_avg': 1.1063743731512201, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1063743731512201\n", - "3824\n", - "11975412.216929555\n", - "{'n': 76, 'm': 153, 'k_avg': 4.026315789473684, 'intersection_count': 67, 'streets_per_node_avg': 2.8684210526315788, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 59, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11842105263157894, 2: 0.0, 3: 0.7763157894736842, 4: 0.10526315789473684}, 'edge_length_total': 41589.73899999998, 'edge_length_avg': 271.828359477124, 'street_length_total': 27885.32199999999, 'street_length_avg': 270.73128155339793, 'street_segments_count': 103, 'node_density_km': 6.346336862839622, 'intersection_density_km': 5.594796971187562, 'edge_density_km': 3472.927549099718, 'street_density_km': 2328.5479860625346, 'circuity_avg': 1.0872068541320405, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0872068541320405\n", - "3825\n", - "3994868.7410453563\n", - "{'n': 41, 'm': 102, 'k_avg': 4.975609756097561, 'intersection_count': 33, 'streets_per_node_avg': 2.682926829268293, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 30, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1951219512195122, 2: 0.0, 3: 0.7317073170731707, 4: 0.07317073170731707}, 'edge_length_total': 25505.076000000005, 'edge_length_avg': 250.0497647058824, 'street_length_total': 12752.537999999999, 'street_length_avg': 250.04976470588232, 'street_segments_count': 51, 'node_density_km': 10.263165740276948, 'intersection_density_km': 8.26059681534486, 'edge_density_km': 6384.4590782038995, 'street_density_km': 3192.229539101949, 'circuity_avg': 1.0506020228592028, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0506020228592028\n", - "3826\n", - "4997289.148267254\n", - "{'n': 301, 'm': 864, 'k_avg': 5.740863787375416, 'intersection_count': 289, 'streets_per_node_avg': 3.13953488372093, 'streets_per_node_counts': {0: 0, 1: 12, 2: 1, 3: 222, 4: 65, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03986710963455149, 2: 0.0033222591362126247, 3: 0.7375415282392026, 4: 0.2159468438538206, 5: 0.0033222591362126247}, 'edge_length_total': 79461.29599999989, 'edge_length_avg': 91.96909259259246, 'street_length_total': 43243.747999999956, 'street_length_avg': 94.41866375545843, 'street_segments_count': 458, 'node_density_km': 60.23265636017238, 'intersection_density_km': 57.83135444548112, 'edge_density_km': 15900.880185720707, 'street_density_km': 8653.441239235512, 'circuity_avg': 1.047680571391553, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047680571391553\n", - "3827\n", - "151727354.14028242\n", - "error with entry 3827\n", - "3828\n", - "6987113.691553282\n", - "{'n': 131, 'm': 370, 'k_avg': 5.648854961832061, 'intersection_count': 119, 'streets_per_node_avg': 2.9389312977099236, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 103, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0916030534351145, 2: 0.0, 3: 0.7862595419847328, 4: 0.12213740458015267}, 'edge_length_total': 57495.81000000001, 'edge_length_avg': 155.3940810810811, 'street_length_total': 28747.904999999988, 'street_length_avg': 155.39408108108103, 'street_segments_count': 185, 'node_density_km': 18.748800403572343, 'intersection_density_km': 17.031353038359608, 'edge_density_km': 8228.835616272663, 'street_density_km': 4114.41780813633, 'circuity_avg': 1.0677730449719585, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0677730449719585\n", - "3829\n", - "1998164.4643654446\n", - "{'n': 80, 'm': 220, 'k_avg': 5.5, 'intersection_count': 67, 'streets_per_node_avg': 2.8625, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 52, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1625, 2: 0.0, 3: 0.65, 4: 0.1875}, 'edge_length_total': 19023.683999999987, 'edge_length_avg': 86.47129090909085, 'street_length_total': 9511.842000000002, 'street_length_avg': 86.47129090909092, 'street_segments_count': 110, 'node_density_km': 40.03674443555152, 'intersection_density_km': 33.5307734647744, 'edge_density_km': 9520.579681633624, 'street_density_km': 4760.289840816817, 'circuity_avg': 1.0246864617733085, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0246864617733085\n", - "3830\n", - "998301.3241233084\n", - "error with entry 3830\n", - "3831\n", - "5989863.187437201\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 7887.378000000001, 'edge_length_avg': 1971.8445000000002, 'street_length_total': 3943.6889999999994, 'street_length_avg': 1971.8444999999997, 'street_segments_count': 2, 'node_density_km': 0.5008461639477894, 'intersection_density_km': 0.33389744263185955, 'edge_density_km': 1316.7876716353956, 'street_density_km': 658.3938358176977, 'circuity_avg': 1.020809129471138, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.020809129471138\n", - "3832\n", - "3993674.4060192048\n", - "{'n': 320, 'm': 699, 'k_avg': 4.36875, 'intersection_count': 199, 'streets_per_node_avg': 2.3, 'streets_per_node_counts': {0: 0, 1: 121, 2: 0, 3: 181, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.378125, 2: 0.0, 3: 0.565625, 4: 0.05625}, 'edge_length_total': 54651.64300000001, 'edge_length_avg': 78.18546924177397, 'street_length_total': 29123.931000000008, 'street_length_avg': 81.12515598885795, 'street_segments_count': 359, 'node_density_km': 80.12671226219666, 'intersection_density_km': 49.82879918805355, 'edge_density_km': 13684.551479116548, 'street_density_km': 7292.515122440845, 'circuity_avg': 1.0416656964414017, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0416656964414017\n", - "3833\n", - "3993494.9358107103\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 131, 'm': 284, 'k_avg': 4.33587786259542, 'intersection_count': 78, 'streets_per_node_avg': 2.236641221374046, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 72, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.40458015267175573, 2: 0.0, 3: 0.549618320610687, 4: 0.04580152671755725}, 'edge_length_total': 54463.981999999996, 'edge_length_avg': 191.77458450704225, 'street_length_total': 27231.991000000013, 'street_length_avg': 191.77458450704233, 'street_segments_count': 142, 'node_density_km': 32.803346969414896, 'intersection_density_km': 19.531763844384443, 'edge_density_km': 13638.174800625704, 'street_density_km': 6819.087400312856, 'circuity_avg': 1.3000067358487712, 'self_loop_proportion': 0.007042253521126761, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3000067358487712\n", - "3834\n", - "5995018.366822143\n", - "{'n': 188, 'm': 598, 'k_avg': 6.361702127659575, 'intersection_count': 184, 'streets_per_node_avg': 3.2819148936170213, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 123, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.02127659574468085, 2: 0.0, 3: 0.6542553191489362, 4: 0.324468085106383}, 'edge_length_total': 64242.89599999999, 'edge_length_avg': 107.42959197324413, 'street_length_total': 32121.448000000015, 'street_length_avg': 107.4295919732442, 'street_segments_count': 299, 'node_density_km': 31.359370146459714, 'intersection_density_km': 30.69214950504568, 'edge_density_km': 10716.04656885381, 'street_density_km': 5358.023284426908, 'circuity_avg': 1.013278972044298, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.013278972044298\n", - "3835\n", - "9992596.92075675\n", - "{'n': 185, 'm': 434, 'k_avg': 4.691891891891892, 'intersection_count': 138, 'streets_per_node_avg': 2.556756756756757, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 126, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25405405405405407, 2: 0.0, 3: 0.6810810810810811, 4: 0.06486486486486487}, 'edge_length_total': 81729.36300000014, 'edge_length_avg': 188.31650460829525, 'street_length_total': 41245.711999999985, 'street_length_avg': 183.3142755555555, 'street_segments_count': 225, 'node_density_km': 18.5137058431443, 'intersection_density_km': 13.810223818129263, 'edge_density_km': 8178.9912720516995, 'street_density_km': 4127.626914913766, 'circuity_avg': 1.0833162351959509, 'self_loop_proportion': 0.004608294930875576, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0833162351959509\n", - "3836\n", - "2996682.7680285135\n", - "{'n': 27, 'm': 68, 'k_avg': 5.037037037037037, 'intersection_count': 22, 'streets_per_node_avg': 2.814814814814815, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 17, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18518518518518517, 2: 0.0, 3: 0.6296296296296297, 4: 0.18518518518518517}, 'edge_length_total': 21688.454000000012, 'edge_length_avg': 318.9478529411767, 'street_length_total': 10844.226999999999, 'street_length_avg': 318.94785294117645, 'street_segments_count': 34, 'node_density_km': 9.009962712123519, 'intersection_density_km': 7.341451098767312, 'edge_density_km': 7237.4874749483815, 'street_density_km': 3618.7437374741885, 'circuity_avg': 1.0394755713458528, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0394755713458528\n", - "3837\n", - "33967136.85515437\n", - "error with entry 3837\n", - "3838\n", - "11980073.07514057\n", - "{'n': 815, 'm': 2293, 'k_avg': 5.626993865030675, 'intersection_count': 753, 'streets_per_node_avg': 3.056441717791411, 'streets_per_node_counts': {0: 0, 1: 62, 2: 4, 3: 580, 4: 164, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07607361963190185, 2: 0.0049079754601227, 3: 0.7116564417177914, 4: 0.20122699386503068, 5: 0.006134969325153374}, 'edge_length_total': 204877.56200000038, 'edge_length_avg': 89.34913301351958, 'street_length_total': 112018.75000000004, 'street_length_avg': 92.65405293631103, 'street_segments_count': 1209, 'node_density_km': 68.02963511893579, 'intersection_density_km': 62.8543745332008, 'edge_density_km': 17101.528572904503, 'street_density_km': 9350.422931262934, 'circuity_avg': 1.034101861704802, 'self_loop_proportion': 0.0008722197993894462, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034101861704802\n", - "3839\n", - "24986722.57861815\n", - "{'n': 1668, 'm': 4165, 'k_avg': 4.994004796163069, 'intersection_count': 1368, 'streets_per_node_avg': 2.852517985611511, 'streets_per_node_counts': {0: 0, 1: 300, 2: 0, 3: 1019, 4: 345, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17985611510791366, 2: 0.0, 3: 0.6109112709832134, 4: 0.2068345323741007, 5: 0.0017985611510791368, 6: 0.0005995203836930455}, 'edge_length_total': 428566.81000000087, 'edge_length_avg': 102.89719327731113, 'street_length_total': 240336.05899999975, 'street_length_avg': 101.79418000847087, 'street_segments_count': 2361, 'node_density_km': 66.75545361148545, 'intersection_density_km': 54.749077062657136, 'edge_density_km': 17151.781657300573, 'street_density_km': 9618.550742051388, 'circuity_avg': 1.0324261110069863, 'self_loop_proportion': 0.0004801920768307323, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0324261110069863\n", - "3840\n", - "5995952.312091974\n", - "{'n': 168, 'm': 428, 'k_avg': 5.095238095238095, 'intersection_count': 146, 'streets_per_node_avg': 2.8392857142857144, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 129, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13095238095238096, 2: 0.0, 3: 0.7678571428571429, 4: 0.10119047619047619}, 'edge_length_total': 66698.119, 'edge_length_avg': 155.83672663551403, 'street_length_total': 35878.82300000002, 'street_length_avg': 157.3632587719299, 'street_segments_count': 228, 'node_density_km': 28.01890196177781, 'intersection_density_km': 24.34976003821167, 'edge_density_km': 11123.857483904703, 'street_density_km': 5983.840619886782, 'circuity_avg': 1.0398927757264906, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0398927757264906\n", - "3841\n", - "2995856.4694653787\n", - "{'n': 36, 'm': 77, 'k_avg': 4.277777777777778, 'intersection_count': 28, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 18, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.5, 4: 0.2777777777777778}, 'edge_length_total': 7921.153000000002, 'edge_length_avg': 102.87211688311692, 'street_length_total': 5087.079999999999, 'street_length_avg': 108.23574468085104, 'street_segments_count': 47, 'node_density_km': 12.016597045593551, 'intersection_density_km': 9.346242146572763, 'edge_density_km': 2644.0362149304033, 'street_density_km': 1698.0386249638343, 'circuity_avg': 1.021036779482263, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.021036779482263\n", - "3842\n", - "4989900.609000004\n", - "{'n': 53, 'm': 132, 'k_avg': 4.981132075471698, 'intersection_count': 42, 'streets_per_node_avg': 2.660377358490566, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 38, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20754716981132076, 2: 0.0, 3: 0.7169811320754716, 4: 0.07547169811320754}, 'edge_length_total': 24021.135999999995, 'edge_length_avg': 181.97830303030298, 'street_length_total': 12010.568, 'street_length_avg': 181.978303030303, 'street_segments_count': 66, 'node_density_km': 10.621454043474708, 'intersection_density_km': 8.417001317470524, 'edge_density_km': 4813.950794265204, 'street_density_km': 2406.9753971326027, 'circuity_avg': 1.0437231883024762, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0437231883024762\n", - "3843\n", - "1997334.4026369671\n", - "{'n': 95, 'm': 200, 'k_avg': 4.2105263157894735, 'intersection_count': 57, 'streets_per_node_avg': 2.221052631578947, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 55, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.5789473684210527, 4: 0.021052631578947368}, 'edge_length_total': 15014.301999999989, 'edge_length_avg': 75.07150999999995, 'street_length_total': 7507.150999999994, 'street_length_avg': 75.07150999999995, 'street_segments_count': 100, 'node_density_km': 47.56339242671478, 'intersection_density_km': 28.538035456028865, 'edge_density_km': 7517.169874096926, 'street_density_km': 3758.584937048463, 'circuity_avg': 1.0304512921269522, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0304512921269522\n", - "3844\n", - "86833720.84523897\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 11054, 'm': 32511, 'k_avg': 5.882214582956395, 'intersection_count': 10336, 'streets_per_node_avg': 3.1137144924914057, 'streets_per_node_counts': {0: 0, 1: 718, 2: 10, 3: 7668, 4: 2615, 5: 41, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06495386285507508, 2: 0.0009046499004885109, 3: 0.6936855436945902, 4: 0.2365659489777456, 5: 0.003709064592002895, 6: 0.0001809299800977022}, 'edge_length_total': 2138963.1339999787, 'edge_length_avg': 65.79198222140133, 'street_length_total': 1150913.5929999943, 'street_length_avg': 67.03830341332679, 'street_segments_count': 17168, 'node_density_km': 127.30077546373026, 'intersection_density_km': 119.03209835291442, 'edge_density_km': 24632.86282309825, 'street_density_km': 13254.224070983111, 'circuity_avg': 1.0463189111824647, 'self_loop_proportion': 0.0012918704438497739, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0463189111824647\n", - "3845\n", - "8994061.692698209\n", - "{'n': 230, 'm': 708, 'k_avg': 6.156521739130435, 'intersection_count': 213, 'streets_per_node_avg': 3.243478260869565, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 136, 4: 65, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07391304347826087, 2: 0.0, 3: 0.591304347826087, 4: 0.2826086956521739, 5: 0.04782608695652174, 6: 0.004347826086956522}, 'edge_length_total': 100172.816, 'edge_length_avg': 141.4870282485876, 'street_length_total': 50147.368000000075, 'street_length_avg': 141.260191549296, 'street_segments_count': 355, 'node_density_km': 25.57242854879732, 'intersection_density_km': 23.682292525625343, 'edge_density_km': 11137.661650834005, 'street_density_km': 5575.608630827161, 'circuity_avg': 1.0628936392139945, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0628936392139945\n", - "3846\n", - "4990004.270345121\n", - "{'n': 487, 'm': 1357, 'k_avg': 5.572895277207392, 'intersection_count': 446, 'streets_per_node_avg': 3.034907597535934, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 351, 4: 92, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08418891170431211, 2: 0.0, 3: 0.7207392197125256, 4: 0.188911704312115, 5: 0.004106776180698152, 6: 0.002053388090349076}, 'edge_length_total': 97712.94900000002, 'edge_length_avg': 72.00659469417835, 'street_length_total': 51916.203000000016, 'street_length_avg': 72.20612378303201, 'street_segments_count': 719, 'node_density_km': 97.59510686076386, 'intersection_density_km': 89.3786810264901, 'edge_density_km': 19581.736548943267, 'street_density_km': 10404.03979381953, 'circuity_avg': 1.0384004015519448, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0384004015519448\n", - "3847\n", - "549316597.54324\n", - "error with entry 3847\n", - "3848\n", - "17962752.852206662\n", - "{'n': 1522, 'm': 4284, 'k_avg': 5.629434954007884, 'intersection_count': 1419, 'streets_per_node_avg': 3.0466491458607097, 'streets_per_node_counts': {0: 0, 1: 103, 2: 4, 3: 1142, 4: 266, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06767411300919843, 2: 0.002628120893561104, 3: 0.7503285151116952, 4: 0.1747700394218134, 5: 0.003942181340341655, 6: 0.000657030223390276}, 'edge_length_total': 361316.1330000002, 'edge_length_avg': 84.34083403361349, 'street_length_total': 198974.56500000015, 'street_length_avg': 86.81263743455504, 'street_segments_count': 2292, 'node_density_km': 84.7308879948781, 'intersection_density_km': 78.99680030534299, 'edge_density_km': 20114.741653065375, 'street_density_km': 11077.06411356413, 'circuity_avg': 1.052243796080848, 'self_loop_proportion': 0.0009337068160597573, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052243796080848\n", - "3849\n", - "6985603.6550069\n", - "{'n': 301, 'm': 856, 'k_avg': 5.687707641196013, 'intersection_count': 293, 'streets_per_node_avg': 3.13953488372093, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 238, 4: 53, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.026578073089700997, 2: 0.0, 3: 0.7906976744186046, 4: 0.1760797342192691, 5: 0.0033222591362126247, 6: 0.0033222591362126247}, 'edge_length_total': 74150.06699999995, 'edge_length_avg': 86.62391004672891, 'street_length_total': 40265.27700000001, 'street_length_avg': 87.15427922077924, 'street_segments_count': 462, 'node_density_km': 43.08861694211059, 'intersection_density_km': 41.94340453168905, 'edge_density_km': 10614.697120248617, 'street_density_km': 5764.036866182645, 'circuity_avg': 1.0303078049618217, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0303078049618217\n", - "3850\n", - "8982998.017221384\n", - "{'n': 175, 'm': 397, 'k_avg': 4.537142857142857, 'intersection_count': 158, 'streets_per_node_avg': 3.12, 'streets_per_node_counts': {0: 0, 1: 17, 2: 1, 3: 101, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09714285714285714, 2: 0.005714285714285714, 3: 0.5771428571428572, 4: 0.32}, 'edge_length_total': 61590.771999999975, 'edge_length_avg': 155.14048362720396, 'street_length_total': 43006.08900000001, 'street_length_avg': 163.52125095057036, 'street_segments_count': 263, 'node_density_km': 19.481246646665845, 'intersection_density_km': 17.58878268670402, 'edge_density_km': 6856.371545660343, 'street_density_km': 4787.4984406712165, 'circuity_avg': 1.12303680223889, 'self_loop_proportion': 0.012594458438287154, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.12303680223889\n", - "3851\n", - "6988806.696315575\n", - "{'n': 435, 'm': 1215, 'k_avg': 5.586206896551724, 'intersection_count': 398, 'streets_per_node_avg': 3.0229885057471266, 'streets_per_node_counts': {0: 0, 1: 37, 2: 2, 3: 313, 4: 80, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08505747126436781, 2: 0.004597701149425287, 3: 0.7195402298850575, 4: 0.1839080459770115, 5: 0.006896551724137931}, 'edge_length_total': 99764.81399999985, 'edge_length_avg': 82.11095802469124, 'street_length_total': 52813.01299999998, 'street_length_avg': 81.62753168469857, 'street_segments_count': 647, 'node_density_km': 62.24238541743147, 'intersection_density_km': 56.94820550836259, 'edge_density_km': 14274.94253812955, 'street_density_km': 7556.799793567397, 'circuity_avg': 1.0696494788147461, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0696494788147461\n", - "3852\n", - "5995288.490521058\n", - "{'n': 57, 'm': 132, 'k_avg': 4.631578947368421, 'intersection_count': 43, 'streets_per_node_avg': 2.543859649122807, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 41, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24561403508771928, 2: 0.0, 3: 0.7192982456140351, 4: 0.03508771929824561}, 'edge_length_total': 24558.566000000006, 'edge_length_avg': 186.04974242424248, 'street_length_total': 12279.283000000003, 'street_length_avg': 186.04974242424248, 'street_segments_count': 66, 'node_density_km': 9.50746575250227, 'intersection_density_km': 7.172298725571888, 'edge_density_km': 4096.310967992399, 'street_density_km': 2048.1554839961996, 'circuity_avg': 1.125025881277023, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.125025881277023\n", - "3853\n", - "12992816.028300095\n", - "{'n': 9, 'm': 16, 'k_avg': 3.5555555555555554, 'intersection_count': 7, 'streets_per_node_avg': 2.5555555555555554, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.7777777777777778}, 'edge_length_total': 5320.524, 'edge_length_avg': 332.53275, 'street_length_total': 2660.262, 'street_length_avg': 332.53275, 'street_segments_count': 8, 'node_density_km': 0.692690482217003, 'intersection_density_km': 0.5387592639465579, 'edge_density_km': 409.4973705785709, 'street_density_km': 204.74868528928545, 'circuity_avg': 1.1437054367997046, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1437054367997046\n", - "3854\n", - "17965139.41187402\n", - "{'n': 1786, 'm': 5461, 'k_avg': 6.115341545352743, 'intersection_count': 1728, 'streets_per_node_avg': 3.221724524076148, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 1229, 4: 486, 5: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.032474804031354984, 2: 0.0, 3: 0.6881298992161254, 4: 0.2721164613661814, 5: 0.007278835386338186}, 'edge_length_total': 495391.9580000002, 'edge_length_avg': 90.71451345907347, 'street_length_total': 260715.08600000016, 'street_length_avg': 91.99544318983774, 'street_segments_count': 2834, 'node_density_km': 99.41475871985425, 'intersection_density_km': 96.18628391260255, 'edge_density_km': 27575.180277898206, 'street_density_km': 14512.277362439007, 'circuity_avg': 1.0439691227867518, 'self_loop_proportion': 0.0010986998718183483, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0439691227867518\n", - "3855\n", - "3991844.2204241073\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 57, 'm': 147, 'k_avg': 5.157894736842105, 'intersection_count': 45, 'streets_per_node_avg': 2.754385964912281, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 35, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21052631578947367, 2: 0.0, 3: 0.6140350877192983, 4: 0.17543859649122806}, 'edge_length_total': 14629.356000000002, 'edge_length_avg': 99.51942857142858, 'street_length_total': 8099.708999999999, 'street_length_avg': 107.99611999999999, 'street_segments_count': 75, 'node_density_km': 14.279114327248001, 'intersection_density_km': 11.27298499519579, 'edge_density_km': 3664.811348386167, 'street_density_km': 2029.0644004989397, 'circuity_avg': 1.0454533127735521, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454533127735521\n", - "3856\n", - "30935823.480240025\n", - "{'n': 2054, 'm': 5858, 'k_avg': 5.703992210321324, 'intersection_count': 1863, 'streets_per_node_avg': 3.0077896786757545, 'streets_per_node_counts': {0: 0, 1: 191, 2: 3, 3: 1464, 4: 391, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09298928919182084, 2: 0.0014605647517039922, 3: 0.7127555988315482, 4: 0.19036027263875366, 5: 0.0024342745861733205}, 'edge_length_total': 509877.2940000004, 'edge_length_avg': 87.03948344144766, 'street_length_total': 270172.9010000009, 'street_length_avg': 88.1765342689298, 'street_segments_count': 3064, 'node_density_km': 66.39551720069691, 'intersection_density_km': 60.221445250680794, 'edge_density_km': 16481.77538657343, 'street_density_km': 8733.33471056852, 'circuity_avg': 1.05702866140724, 'self_loop_proportion': 0.0010242403550699897, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05702866140724\n", - "3857\n", - "14984672.960533673\n", - "{'n': 266, 'm': 810, 'k_avg': 6.090225563909774, 'intersection_count': 232, 'streets_per_node_avg': 3.0676691729323307, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 147, 4: 84, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12781954887218044, 2: 0.0, 3: 0.5526315789473685, 4: 0.3157894736842105, 5: 0.0037593984962406013}, 'edge_length_total': 121157.27600000013, 'edge_length_avg': 149.57688395061746, 'street_length_total': 60578.63799999998, 'street_length_avg': 149.57688395061723, 'street_segments_count': 405, 'node_density_km': 17.751471833958966, 'intersection_density_km': 15.482486712325112, 'edge_density_km': 8085.413430049604, 'street_density_km': 4042.7067150247963, 'circuity_avg': 1.0407515301339256, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407515301339256\n", - "3858\n", - "10990482.300825147\n", - "{'n': 263, 'm': 574, 'k_avg': 4.365019011406844, 'intersection_count': 157, 'streets_per_node_avg': 2.2433460076045626, 'streets_per_node_counts': {0: 0, 1: 106, 2: 0, 3: 144, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.40304182509505704, 2: 0.0, 3: 0.5475285171102662, 4: 0.049429657794676805}, 'edge_length_total': 82879.9700000002, 'edge_length_avg': 144.390191637631, 'street_length_total': 41439.98499999996, 'street_length_avg': 144.39019163763052, 'street_segments_count': 287, 'node_density_km': 23.929796054560263, 'intersection_density_km': 14.285087378577801, 'edge_density_km': 7541.0676011713995, 'street_density_km': 3770.5338005856865, 'circuity_avg': 1.055026130242741, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055026130242741\n", - "3859\n", - "25965649.487316508\n", - "{'n': 430, 'm': 1207, 'k_avg': 5.613953488372093, 'intersection_count': 358, 'streets_per_node_avg': 2.932558139534884, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 243, 4: 115}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16744186046511628, 2: 0.0, 3: 0.5651162790697675, 4: 0.26744186046511625}, 'edge_length_total': 201280.54700000028, 'edge_length_avg': 166.7610165700085, 'street_length_total': 100930.16799999996, 'street_length_avg': 163.31742394822, 'street_segments_count': 618, 'node_density_km': 16.560340622715522, 'intersection_density_km': 13.78744637891199, 'edge_density_km': 7751.800974526756, 'street_density_km': 3887.0650260183756, 'circuity_avg': 1.0440356023125874, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0440356023125874\n", - "3860\n", - "7983347.840464383\n", - "{'n': 446, 'm': 1230, 'k_avg': 5.515695067264574, 'intersection_count': 421, 'streets_per_node_avg': 3.1121076233183858, 'streets_per_node_counts': {0: 0, 1: 25, 2: 1, 3: 325, 4: 89, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05605381165919283, 2: 0.002242152466367713, 3: 0.7286995515695067, 4: 0.19955156950672645, 5: 0.013452914798206279}, 'edge_length_total': 103976.54499999988, 'edge_length_avg': 84.53377642276413, 'street_length_total': 59740.98500000007, 'street_length_avg': 87.21311678832127, 'street_segments_count': 685, 'node_density_km': 55.86628679003627, 'intersection_density_km': 52.734768472209126, 'edge_density_km': 13024.178211675124, 'street_density_km': 7483.1995541014785, 'circuity_avg': 1.0381045358489722, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0381045358489722\n", - "3861\n", - "5988587.734407264\n", - "{'n': 159, 'm': 407, 'k_avg': 5.119496855345912, 'intersection_count': 140, 'streets_per_node_avg': 2.849056603773585, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 127, 4: 12, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11949685534591195, 2: 0.0, 3: 0.7987421383647799, 4: 0.07547169811320754, 5: 0.006289308176100629}, 'edge_length_total': 56625.76199999994, 'edge_length_avg': 139.1296363636362, 'street_length_total': 30504.978, 'street_length_avg': 141.22675, 'street_segments_count': 216, 'node_density_km': 26.550500226701185, 'intersection_density_km': 23.37779894174947, 'edge_density_km': 9455.611992566828, 'street_density_km': 5093.851731474935, 'circuity_avg': 1.0728312177440062, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0728312177440062\n", - "3862\n", - "25950156.44710819\n", - "{'n': 462, 'm': 1169, 'k_avg': 5.0606060606060606, 'intersection_count': 372, 'streets_per_node_avg': 2.686147186147186, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 337, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19480519480519481, 2: 0.0, 3: 0.7294372294372294, 4: 0.07575757575757576}, 'edge_length_total': 227415.46400000044, 'edge_length_avg': 194.53846364414068, 'street_length_total': 120276.12599999984, 'street_length_avg': 201.13064548494958, 'street_segments_count': 598, 'node_density_km': 17.803360875363197, 'intersection_density_km': 14.335173691850885, 'edge_density_km': 8763.548861970077, 'street_density_km': 4634.890207507903, 'circuity_avg': 1.0505160165624756, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0505160165624756\n", - "3863\n", - "19958217.59673971\n", - "{'n': 1248, 'm': 3681, 'k_avg': 5.899038461538462, 'intersection_count': 1189, 'streets_per_node_avg': 3.1330128205128207, 'streets_per_node_counts': {0: 0, 1: 59, 2: 1, 3: 907, 4: 277, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.047275641025641024, 2: 0.0008012820512820513, 3: 0.7267628205128205, 4: 0.2219551282051282, 5: 0.003205128205128205}, 'edge_length_total': 290878.2679999993, 'edge_length_avg': 79.02153436566131, 'street_length_total': 157268.6459999997, 'street_length_avg': 81.10812068076312, 'street_segments_count': 1939, 'node_density_km': 62.53063400831285, 'intersection_density_km': 59.57445820183011, 'edge_density_km': 14574.360991410173, 'street_density_km': 7879.894346160974, 'circuity_avg': 1.0605338925789078, 'self_loop_proportion': 0.0021733224667209996, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0605338925789078\n", - "3864\n", - "19980636.611270554\n", - "{'n': 1808, 'm': 5317, 'k_avg': 5.881637168141593, 'intersection_count': 1724, 'streets_per_node_avg': 3.1548672566371683, 'streets_per_node_counts': {0: 0, 1: 84, 2: 1, 3: 1294, 4: 410, 5: 18, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.046460176991150445, 2: 0.0005530973451327434, 3: 0.7157079646017699, 4: 0.22676991150442477, 5: 0.00995575221238938, 6: 0.0005530973451327434}, 'edge_length_total': 394380.80500000034, 'edge_length_avg': 74.17355745721278, 'street_length_total': 214584.27599999987, 'street_length_avg': 75.6911026455026, 'street_segments_count': 2835, 'node_density_km': 90.48760733580202, 'intersection_density_km': 86.28353708347494, 'edge_density_km': 19738.150123682266, 'street_density_km': 10739.611563675528, 'circuity_avg': 1.036893667132965, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.036893667132965\n", - "3865\n", - "3994613.69451523\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 67, 'm': 196, 'k_avg': 5.850746268656716, 'intersection_count': 67, 'streets_per_node_avg': 3.1492537313432836, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 57, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.8507462686567164, 4: 0.14925373134328357}, 'edge_length_total': 31855.614000000012, 'edge_length_avg': 162.52864285714293, 'street_length_total': 15927.806999999999, 'street_length_avg': 162.52864285714284, 'street_segments_count': 98, 'node_density_km': 16.77258556740888, 'intersection_density_km': 16.77258556740888, 'edge_density_km': 7974.641964438036, 'street_density_km': 3987.320982219016, 'circuity_avg': 1.0782770406843576, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0782770406843576\n", - "3866\n", - "4996677.967861533\n", - "{'n': 21, 'm': 44, 'k_avg': 4.190476190476191, 'intersection_count': 15, 'streets_per_node_avg': 2.4761904761904763, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 14, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.6666666666666666, 4: 0.047619047619047616}, 'edge_length_total': 16868.962000000003, 'edge_length_avg': 383.3855000000001, 'street_length_total': 8434.481000000002, 'street_length_avg': 383.3855000000001, 'street_segments_count': 22, 'node_density_km': 4.202792362259746, 'intersection_density_km': 3.001994544471247, 'edge_density_km': 3376.0354596595193, 'street_density_km': 1688.0177298297597, 'circuity_avg': 1.0586232370787692, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0586232370787692\n", - "3867\n", - "4993900.502412427\n", - "{'n': 238, 'm': 568, 'k_avg': 4.773109243697479, 'intersection_count': 164, 'streets_per_node_avg': 2.4411764705882355, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 150, 4: 13, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31092436974789917, 2: 0.0, 3: 0.6302521008403361, 4: 0.0546218487394958, 5: 0.004201680672268907}, 'edge_length_total': 50425.152, 'edge_length_avg': 88.77667605633803, 'street_length_total': 25212.576000000015, 'street_length_avg': 88.77667605633808, 'street_segments_count': 284, 'node_density_km': 47.65813813972229, 'intersection_density_km': 32.84006157527082, 'edge_density_km': 10097.348150136528, 'street_density_km': 5048.6740750682675, 'circuity_avg': 1.0557900171925017, 'self_loop_proportion': 0.0035211267605633804, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557900171925017\n", - "3868\n", - "9982440.209125353\n", - "{'n': 572, 'm': 1314, 'k_avg': 4.594405594405594, 'intersection_count': 377, 'streets_per_node_avg': 2.3986013986013988, 'streets_per_node_counts': {0: 0, 1: 195, 2: 0, 3: 334, 4: 40, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3409090909090909, 2: 0.0, 3: 0.583916083916084, 4: 0.06993006993006994, 5: 0.005244755244755245}, 'edge_length_total': 133163.91999999995, 'edge_length_avg': 101.34240487062401, 'street_length_total': 67708.27300000009, 'street_length_avg': 101.20818086696575, 'street_segments_count': 669, 'node_density_km': 57.300618688115115, 'intersection_density_km': 37.76631686262132, 'edge_density_km': 13339.816438696964, 'street_density_km': 6782.737645461198, 'circuity_avg': 1.0554325870831136, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0554325870831136\n", - "3869\n", - "19961357.631694462\n", - "{'n': 1202, 'm': 3168, 'k_avg': 5.271214642262895, 'intersection_count': 994, 'streets_per_node_avg': 2.817803660565724, 'streets_per_node_counts': {0: 0, 1: 208, 2: 0, 3: 800, 4: 191, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17304492512479203, 2: 0.0, 3: 0.6655574043261231, 4: 0.1589018302828619, 5: 0.0024958402662229617}, 'edge_length_total': 377093.596000001, 'edge_length_avg': 119.03206944444476, 'street_length_total': 197209.8329999999, 'street_length_avg': 119.66616080097081, 'street_segments_count': 1648, 'node_density_km': 60.21634510928632, 'intersection_density_km': 49.796212178561234, 'edge_density_km': 18891.179796370925, 'street_density_km': 9879.580168779297, 'circuity_avg': 1.0278255777926832, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0278255777926832\n", - "3870\n", - "13972712.635615733\n", - "{'n': 598, 'm': 1428, 'k_avg': 4.775919732441472, 'intersection_count': 449, 'streets_per_node_avg': 2.568561872909699, 'streets_per_node_counts': {0: 0, 1: 149, 2: 0, 3: 409, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2491638795986622, 2: 0.0, 3: 0.6839464882943144, 4: 0.06688963210702341}, 'edge_length_total': 216081.0540000003, 'edge_length_avg': 151.31726470588256, 'street_length_total': 108040.52700000009, 'street_length_avg': 151.31726470588248, 'street_segments_count': 714, 'node_density_km': 42.797702607561575, 'intersection_density_km': 32.13406098795175, 'edge_density_km': 15464.502823111148, 'street_density_km': 7732.25141155557, 'circuity_avg': 1.0468248421856783, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0468248421856783\n", - "3871\n", - "63905836.54281446\n", - "error with entry 3871\n", - "3872\n", - "9982566.505377501\n", - "{'n': 395, 'm': 1101, 'k_avg': 5.574683544303798, 'intersection_count': 322, 'streets_per_node_avg': 2.881012658227848, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 224, 4: 97, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1848101265822785, 2: 0.0, 3: 0.5670886075949367, 4: 0.24556962025316456, 5: 0.002531645569620253}, 'edge_length_total': 169869.83100000018, 'edge_length_avg': 154.28685831062685, 'street_length_total': 85039.12699999992, 'street_length_avg': 153.7778065099456, 'street_segments_count': 553, 'node_density_km': 39.56898256447555, 'intersection_density_km': 32.25623388800285, 'edge_density_km': 17016.64906599852, 'street_density_km': 8518.763882433466, 'circuity_avg': 1.1156623000728827, 'self_loop_proportion': 0.0018165304268846503, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1156623000728827\n", - "3873\n", - "5988639.652865465\n", - "{'n': 246, 'm': 667, 'k_avg': 5.4227642276422765, 'intersection_count': 212, 'streets_per_node_avg': 2.869918699186992, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 176, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13821138211382114, 2: 0.0, 3: 0.7154471544715447, 4: 0.14634146341463414}, 'edge_length_total': 97410.2269999999, 'edge_length_avg': 146.04231934032967, 'street_length_total': 48783.055, 'street_length_avg': 144.3285650887574, 'street_segments_count': 338, 'node_density_km': 41.07777629971326, 'intersection_density_km': 35.40036006316752, 'edge_density_km': 16265.835422806033, 'street_density_km': 8145.932603685399, 'circuity_avg': 1.0438500632995942, 'self_loop_proportion': 0.0029985007496251873, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0438500632995942\n", - "3874\n", - "27976893.93681709\n", - "{'n': 1418, 'm': 3587, 'k_avg': 5.059238363892807, 'intersection_count': 1255, 'streets_per_node_avg': 3.0063469675599435, 'streets_per_node_counts': {0: 0, 1: 163, 2: 0, 3: 921, 4: 333, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.114950634696756, 2: 0.0, 3: 0.6495063469675599, 4: 0.23483779971791255, 5: 0.0007052186177715092}, 'edge_length_total': 427559.86299999914, 'edge_length_avg': 119.19706244772766, 'street_length_total': 249756.88200000004, 'street_length_avg': 118.81868791627024, 'street_segments_count': 2102, 'node_density_km': 50.68468298169216, 'intersection_density_km': 44.85844650354279, 'edge_density_km': 15282.606566890472, 'street_density_km': 8927.255561823626, 'circuity_avg': 1.0370757145475167, 'self_loop_proportion': 0.002230275996654586, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0370757145475167\n", - "3875\n", - "41913090.84265431\n", - "{'n': 403, 'm': 922, 'k_avg': 4.575682382133995, 'intersection_count': 287, 'streets_per_node_avg': 2.4838709677419355, 'streets_per_node_counts': {0: 0, 1: 116, 2: 0, 3: 263, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2878411910669975, 2: 0.0, 3: 0.652605459057072, 4: 0.05955334987593052}, 'edge_length_total': 200701.48099999997, 'edge_length_avg': 217.6805650759219, 'street_length_total': 102828.59599999999, 'street_length_avg': 211.5814732510288, 'street_segments_count': 486, 'node_density_km': 9.615134362505021, 'intersection_density_km': 6.84750263533236, 'edge_density_km': 4788.515400915008, 'street_density_km': 2453.376592674308, 'circuity_avg': 1.0827150303049942, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0827150303049942\n", - "3876\n", - "16973201.879499584\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 116, 'm': 292, 'k_avg': 5.0344827586206895, 'intersection_count': 91, 'streets_per_node_avg': 2.6206896551724137, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 85, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21551724137931033, 2: 0.0, 3: 0.7327586206896551, 4: 0.05172413793103448}, 'edge_length_total': 76662.92800000007, 'edge_length_avg': 262.544273972603, 'street_length_total': 38331.46400000001, 'street_length_avg': 262.5442739726028, 'street_segments_count': 146, 'node_density_km': 6.83430273342274, 'intersection_density_km': 5.361392661564391, 'edge_density_km': 4516.703951574063, 'street_density_km': 2258.3519757870295, 'circuity_avg': 1.060687188141101, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060687188141101\n", - "3877\n", - "13977524.102167051\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 3, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 8252.565999999999, 'edge_length_avg': 1375.4276666666665, 'street_length_total': 4126.282999999999, 'street_length_avg': 1375.4276666666665, 'street_segments_count': 3, 'node_density_km': 0.2861737150844796, 'intersection_density_km': 0.2146302863133597, 'edge_density_km': 590.4168677999658, 'street_density_km': 295.2084338999829, 'circuity_avg': 1.0519010303186362, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0519010303186362\n", - "3878\n", - "7985661.749683827\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 3, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 10749.812, 'edge_length_avg': 1791.6353333333334, 'street_length_total': 5374.905999999999, 'street_length_avg': 1791.635333333333, 'street_segments_count': 3, 'node_density_km': 0.5008977496646875, 'intersection_density_km': 0.37567331224851563, 'edge_density_km': 1346.1391600296133, 'street_density_km': 673.0695800148065, 'circuity_avg': 1.9563036925428514, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.9563036925428514\n", - "3879\n", - "2994570.182193138\n", - "error with entry 3879\n", - "3880\n", - "4992462.013402397\n", - "{'n': 423, 'm': 1220, 'k_avg': 5.768321513002364, 'intersection_count': 396, 'streets_per_node_avg': 3.127659574468085, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 292, 4: 100, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06382978723404255, 2: 0.0, 3: 0.6903073286052009, 4: 0.2364066193853428, 5: 0.009456264775413711}, 'edge_length_total': 98390.90099999994, 'edge_length_avg': 80.64827950819667, 'street_length_total': 52305.63799999991, 'street_length_avg': 80.1005176110259, 'street_segments_count': 653, 'node_density_km': 84.72773530663733, 'intersection_density_km': 79.3195819891924, 'edge_density_km': 19707.891764797998, 'street_density_km': 10476.922580399016, 'circuity_avg': 1.04935590917805, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04935590917805\n", - "3881\n", - "3995883.96406581\n", - "{'n': 92, 'm': 216, 'k_avg': 4.695652173913044, 'intersection_count': 66, 'streets_per_node_avg': 2.4456521739130435, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 65, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2826086956521739, 2: 0.0, 3: 0.7065217391304348, 4: 0.010869565217391304}, 'edge_length_total': 38011.502, 'edge_length_avg': 175.97917592592592, 'street_length_total': 19005.751, 'street_length_avg': 175.97917592592592, 'street_segments_count': 108, 'node_density_km': 23.02369158547588, 'intersection_density_km': 16.516996137406608, 'edge_density_km': 9512.664116833692, 'street_density_km': 4756.332058416846, 'circuity_avg': 1.0710115819870094, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0710115819870094\n", - "3882\n", - "9990527.771986669\n", - "{'n': 22, 'm': 50, 'k_avg': 4.545454545454546, 'intersection_count': 15, 'streets_per_node_avg': 2.409090909090909, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 14, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3181818181818182, 2: 0.0, 3: 0.6363636363636364, 4: 0.045454545454545456}, 'edge_length_total': 18105.504, 'edge_length_avg': 362.11008000000004, 'street_length_total': 9052.752, 'street_length_avg': 362.11008000000004, 'street_segments_count': 25, 'node_density_km': 2.2020858659427143, 'intersection_density_km': 1.501422181324578, 'edge_density_km': 1812.2670206440582, 'street_density_km': 906.1335103220291, 'circuity_avg': 1.3147829458897766, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3147829458897766\n", - "3883\n", - "12980769.051293936\n", - "{'n': 14, 'm': 34, 'k_avg': 4.857142857142857, 'intersection_count': 14, 'streets_per_node_avg': 3.0714285714285716, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 13, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.9285714285714286, 4: 0.07142857142857142}, 'edge_length_total': 22037.93600000001, 'edge_length_avg': 648.1745882352943, 'street_length_total': 11018.967999999999, 'street_length_avg': 648.1745882352941, 'street_segments_count': 17, 'node_density_km': 1.07851853343038, 'intersection_density_km': 1.07851853343038, 'edge_density_km': 1697.7373153251847, 'street_density_km': 848.8686576625919, 'circuity_avg': 1.0697773983508616, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0697773983508616\n", - "3884\n", - "4991690.687940297\n", - "{'n': 6, 'm': 12, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 3.1666666666666665, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 5, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.8333333333333334, 4: 0.16666666666666666}, 'edge_length_total': 11598.5, 'edge_length_avg': 966.5416666666666, 'street_length_total': 5799.25, 'street_length_avg': 966.5416666666666, 'street_segments_count': 6, 'node_density_km': 1.2019975545551598, 'intersection_density_km': 1.2019975545551598, 'edge_density_km': 2323.5614394180034, 'street_density_km': 1161.7807197090017, 'circuity_avg': 1.0548291928670501, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548291928670501\n", - "3885\n", - "7985142.043151631\n", - "error with entry 3885\n", - "3886\n", - "17962182.66989887\n", - "error with entry 3886\n", - "3887\n", - "2998045.453032169\n", - "{'n': 297, 'm': 809, 'k_avg': 5.447811447811448, 'intersection_count': 263, 'streets_per_node_avg': 2.9023569023569022, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 224, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11447811447811448, 2: 0.0, 3: 0.7542087542087542, 4: 0.13131313131313133}, 'edge_length_total': 54095.798000000024, 'edge_length_avg': 66.86748825710757, 'street_length_total': 28280.91200000001, 'street_length_avg': 67.01637914691946, 'street_segments_count': 422, 'node_density_km': 99.06454210012713, 'intersection_density_km': 87.72382010886678, 'edge_density_km': 18043.688412158164, 'street_density_km': 9433.11648974408, 'circuity_avg': 1.1087291730981388, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1087291730981388\n", - "3888\n", - "5993663.465582142\n", - "{'n': 465, 'm': 1347, 'k_avg': 5.7935483870967746, 'intersection_count': 443, 'streets_per_node_avg': 3.1247311827956987, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 341, 4: 102}, 'streets_per_node_proportion': {0: 0.0, 1: 0.047311827956989246, 2: 0.0, 3: 0.7333333333333333, 4: 0.21935483870967742}, 'edge_length_total': 134897.3169999998, 'edge_length_avg': 100.14648626577565, 'street_length_total': 70945.312, 'street_length_avg': 101.49543919885552, 'street_segments_count': 699, 'node_density_km': 77.5819334318992, 'intersection_density_km': 73.9113903447986, 'edge_density_km': 22506.65519921675, 'street_density_km': 11836.719296536174, 'circuity_avg': 1.0306171039800809, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0306171039800809\n", - "3889\n", - "9984675.604898928\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 366, 'm': 1057, 'k_avg': 5.775956284153006, 'intersection_count': 335, 'streets_per_node_avg': 2.9453551912568305, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 293, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08469945355191257, 2: 0.0, 3: 0.8005464480874317, 4: 0.11475409836065574}, 'edge_length_total': 141335.7899999998, 'edge_length_avg': 133.71408703878885, 'street_length_total': 71049.79500000006, 'street_length_avg': 133.55224624060162, 'street_segments_count': 532, 'node_density_km': 36.65617336835901, 'intersection_density_km': 33.55141551475483, 'edge_density_km': 14155.271096704848, 'street_density_km': 7115.88416203926, 'circuity_avg': 1.0593429976655362, 'self_loop_proportion': 0.000946073793755913, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0593429976655362\n", - "3890\n", - "27950637.34608426\n", - "{'n': 354, 'm': 919, 'k_avg': 5.192090395480226, 'intersection_count': 289, 'streets_per_node_avg': 2.7457627118644066, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 249, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18361581920903955, 2: 0.0, 3: 0.7033898305084746, 4: 0.11299435028248588}, 'edge_length_total': 159424.42400000017, 'edge_length_avg': 173.47597823721455, 'street_length_total': 80539.034, 'street_length_avg': 169.55586105263157, 'street_segments_count': 475, 'node_density_km': 12.665185255591089, 'intersection_density_km': 10.339656889451481, 'edge_density_km': 5703.784927191819, 'street_density_km': 2881.4739715151113, 'circuity_avg': 1.076899547370838, 'self_loop_proportion': 0.002176278563656148, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.076899547370838\n", - "3891\n", - "3995720.5788091724\n", - "{'n': 102, 'm': 238, 'k_avg': 4.666666666666667, 'intersection_count': 76, 'streets_per_node_avg': 2.549019607843137, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 70, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2549019607843137, 2: 0.0, 3: 0.6862745098039216, 4: 0.058823529411764705}, 'edge_length_total': 28807.178000000007, 'edge_length_avg': 121.03856302521011, 'street_length_total': 14403.588999999998, 'street_length_avg': 121.03856302521007, 'street_segments_count': 119, 'node_density_km': 25.52731052840502, 'intersection_density_km': 19.020349021164527, 'edge_density_km': 7209.5076299317425, 'street_density_km': 3604.75381496587, 'circuity_avg': 1.0285002607158236, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0285002607158236\n", - "3892\n", - "67866832.16502303\n", - "{'n': 2389, 'm': 5672, 'k_avg': 4.748430305567183, 'intersection_count': 1697, 'streets_per_node_avg': 2.50732524068648, 'streets_per_node_counts': {0: 0, 1: 692, 2: 1, 3: 1489, 4: 206, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2896609460025115, 2: 0.0004185851820845542, 3: 0.6232733361239012, 4: 0.08622854750941816, 5: 0.0004185851820845542}, 'edge_length_total': 944377.058999998, 'edge_length_avg': 166.4980710507754, 'street_length_total': 482953.00800000015, 'street_length_avg': 165.56496674665757, 'street_segments_count': 2917, 'node_density_km': 35.20128940438794, 'intersection_density_km': 25.00485061500475, 'edge_density_km': 13915.14866501619, 'street_density_km': 7116.186104364877, 'circuity_avg': 1.062901308477477, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062901308477477\n", - "3893\n", - "14973578.043836128\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.857142857142857, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 5, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7142857142857143, 4: 0.14285714285714285}, 'edge_length_total': 11398.995999999997, 'edge_length_avg': 814.2139999999998, 'street_length_total': 5699.4980000000005, 'street_length_avg': 814.214, 'street_segments_count': 7, 'node_density_km': 0.46749013358777997, 'intersection_density_km': 0.40070582878952565, 'edge_density_km': 761.2740232580811, 'street_density_km': 380.63701162904067, 'circuity_avg': 1.0268245355727468, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0268245355727468\n", - "3894\n", - "8983544.790522821\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 595.06, 'edge_length_avg': 297.53, 'street_length_total': 297.53, 'street_length_avg': 297.53, 'street_segments_count': 1, 'node_density_km': 0.2226292679154778, 'intersection_density_km': 0.1113146339577389, 'edge_density_km': 66.23888608289211, 'street_density_km': 33.119443041446054, 'circuity_avg': 0.9999987165760259, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 0.9999987165760259\n", - "3895\n", - "2998375.654521418\n", - "{'n': 80, 'm': 152, 'k_avg': 3.8, 'intersection_count': 77, 'streets_per_node_avg': 3.3875, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 42, 4: 33, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0375, 2: 0.0, 3: 0.525, 4: 0.4125, 5: 0.025}, 'edge_length_total': 22354.509000000013, 'edge_length_avg': 147.06913815789483, 'street_length_total': 18023.601, 'street_length_avg': 140.8093828125, 'street_segments_count': 128, 'node_density_km': 26.681113115150712, 'intersection_density_km': 25.680571373332562, 'edge_density_km': 7455.5397907831875, 'street_density_km': 6011.1217127917935, 'circuity_avg': 1.2859645796998376, 'self_loop_proportion': 0.006578947368421052, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2859645796998376\n", - "3896\n", - "7984535.5756121315\n", - "{'n': 35, 'm': 82, 'k_avg': 4.685714285714286, 'intersection_count': 26, 'streets_per_node_avg': 2.5142857142857142, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 25, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2571428571428571, 2: 0.0, 3: 0.7142857142857143, 4: 0.02857142857142857}, 'edge_length_total': 27184.920000000013, 'edge_length_avg': 331.5234146341465, 'street_length_total': 13592.459999999997, 'street_length_avg': 331.52341463414626, 'street_segments_count': 41, 'node_density_km': 4.383473486786579, 'intersection_density_km': 3.2562945901843166, 'edge_density_km': 3404.6964588689793, 'street_density_km': 1702.3482294344885, 'circuity_avg': 1.2927336354637404, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2927336354637404\n", - "3897\n", - "20969934.94453936\n", - "{'n': 166, 'm': 466, 'k_avg': 5.614457831325301, 'intersection_count': 147, 'streets_per_node_avg': 2.9939759036144578, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 110, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1144578313253012, 2: 0.0, 3: 0.6626506024096386, 4: 0.22289156626506024}, 'edge_length_total': 120995.01400000016, 'edge_length_avg': 259.6459527896999, 'street_length_total': 60497.50700000001, 'street_length_avg': 259.6459527896996, 'street_segments_count': 233, 'node_density_km': 7.916095135203409, 'intersection_density_km': 7.01003605346326, 'edge_density_km': 5769.927962104033, 'street_density_km': 2884.963981052014, 'circuity_avg': 1.030008856351955, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030008856351955\n", - "3898\n", - "25953562.005208414\n", - "{'n': 57, 'm': 134, 'k_avg': 4.701754385964913, 'intersection_count': 42, 'streets_per_node_avg': 2.508771929824561, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 40, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2631578947368421, 2: 0.0, 3: 0.7017543859649122, 4: 0.03508771929824561}, 'edge_length_total': 44231.774, 'edge_length_avg': 330.0878656716418, 'street_length_total': 22115.886999999995, 'street_length_avg': 330.08786567164174, 'street_segments_count': 67, 'node_density_km': 2.19623032817465, 'intersection_density_km': 1.6182749786550052, 'edge_density_km': 1704.2660268029288, 'street_density_km': 852.1330134014643, 'circuity_avg': 1.085435054339282, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.085435054339282\n", - "3899\n", - "27970621.630080257\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 703, 'm': 1918, 'k_avg': 5.456614509246088, 'intersection_count': 586, 'streets_per_node_avg': 2.8079658605974394, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 487, 4: 99}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16642958748221906, 2: 0.0, 3: 0.6927453769559033, 4: 0.14082503556187767}, 'edge_length_total': 372146.61100000073, 'edge_length_avg': 194.02847288842582, 'street_length_total': 186406.59199999992, 'street_length_avg': 192.37006398348805, 'street_segments_count': 969, 'node_density_km': 25.133513630743817, 'intersection_density_km': 20.950553325200396, 'edge_density_km': 13304.910270559938, 'street_density_km': 6664.370726731863, 'circuity_avg': 1.0652115918497225, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0652115918497225\n", - "3900\n", - "6992129.201746283\n", - "{'n': 174, 'm': 418, 'k_avg': 4.804597701149425, 'intersection_count': 139, 'streets_per_node_avg': 2.7126436781609193, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 121, 4: 16, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20114942528735633, 2: 0.0, 3: 0.6954022988505747, 4: 0.09195402298850575, 5: 0.011494252873563218}, 'edge_length_total': 51965.09200000004, 'edge_length_avg': 124.31840191387569, 'street_length_total': 27169.997999999992, 'street_length_avg': 118.13042608695649, 'street_segments_count': 230, 'node_density_km': 24.885123684005084, 'intersection_density_km': 19.879495356762682, 'edge_density_km': 7431.941044084507, 'street_density_km': 3885.7974754262677, 'circuity_avg': 1.0522227667663224, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0522227667663224\n", - "3901\n", - "28953273.63011205\n", - "{'n': 92, 'm': 262, 'k_avg': 5.695652173913044, 'intersection_count': 86, 'streets_per_node_avg': 3.032608695652174, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 71, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06521739130434782, 2: 0.0, 3: 0.7717391304347826, 4: 0.16304347826086957}, 'edge_length_total': 111845.55399999997, 'edge_length_avg': 426.8914274809159, 'street_length_total': 55922.777, 'street_length_avg': 426.89142748091604, 'street_segments_count': 131, 'node_density_km': 3.177533607264291, 'intersection_density_km': 2.9703031546166194, 'edge_density_km': 3862.9674636749232, 'street_density_km': 1931.483731837462, 'circuity_avg': 1.0673048854327996, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673048854327996\n", - "3902\n", - "6988217.654644561\n", - "{'n': 42, 'm': 122, 'k_avg': 5.809523809523809, 'intersection_count': 36, 'streets_per_node_avg': 2.9761904761904763, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 25, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.5952380952380952, 4: 0.2619047619047619}, 'edge_length_total': 24831.861999999986, 'edge_length_avg': 203.5398524590163, 'street_length_total': 12415.931, 'street_length_avg': 203.5398524590164, 'street_segments_count': 61, 'node_density_km': 6.010116180638084, 'intersection_density_km': 5.1515281548326435, 'edge_density_km': 3553.389895275521, 'street_density_km': 1776.6949476377617, 'circuity_avg': 1.0038598127791065, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0038598127791065\n", - "3903\n", - "21958775.76293321\n", - "{'n': 122, 'm': 328, 'k_avg': 5.377049180327869, 'intersection_count': 98, 'streets_per_node_avg': 2.7540983606557377, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 80, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19672131147540983, 2: 0.0, 3: 0.6557377049180327, 4: 0.14754098360655737}, 'edge_length_total': 56739.57799999997, 'edge_length_avg': 172.98651829268283, 'street_length_total': 28369.788999999993, 'street_length_avg': 172.9865182926829, 'street_segments_count': 164, 'node_density_km': 5.5558652867132094, 'intersection_density_km': 4.462908181130283, 'edge_density_km': 2583.9135392865273, 'street_density_km': 1291.9567696432641, 'circuity_avg': 1.030804465118905, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030804465118905\n", - "3904\n", - "6996073.451818857\n", - "{'n': 27, 'm': 72, 'k_avg': 5.333333333333333, 'intersection_count': 24, 'streets_per_node_avg': 2.888888888888889, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 21, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.7777777777777778, 4: 0.1111111111111111}, 'edge_length_total': 5074.3359999999975, 'edge_length_avg': 70.47688888888885, 'street_length_total': 2537.168, 'street_length_avg': 70.4768888888889, 'street_segments_count': 36, 'node_density_km': 3.85930767965, 'intersection_density_km': 3.4304957152444446, 'edge_density_km': 725.3119960712761, 'street_density_km': 362.6559980356382, 'circuity_avg': 1.0380654836171994, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0380654836171994\n", - "3905\n", - "998501.8501941864\n", - "error with entry 3905\n", - "3906\n", - "6988325.177482971\n", - "{'n': 17, 'm': 36, 'k_avg': 4.235294117647059, 'intersection_count': 14, 'streets_per_node_avg': 2.7058823529411766, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 13, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17647058823529413, 2: 0.0, 3: 0.7647058823529411, 4: 0.058823529411764705}, 'edge_length_total': 16843.372000000003, 'edge_length_avg': 467.87144444444453, 'street_length_total': 8421.686, 'street_length_avg': 467.8714444444444, 'street_segments_count': 18, 'node_density_km': 2.4326286439525697, 'intersection_density_km': 2.003341236196234, 'edge_density_km': 2410.2158345852167, 'street_density_km': 1205.1079172926081, 'circuity_avg': 1.1016113182413243, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1016113182413243\n", - "3907\n", - "5989511.924231954\n", - "{'n': 11, 'm': 28, 'k_avg': 5.090909090909091, 'intersection_count': 9, 'streets_per_node_avg': 2.727272727272727, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 8, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.7272727272727273, 4: 0.09090909090909091}, 'edge_length_total': 9163.32, 'edge_length_avg': 327.26142857142855, 'street_length_total': 4581.660000000001, 'street_length_avg': 327.2614285714286, 'street_segments_count': 14, 'node_density_km': 1.8365436347988486, 'intersection_density_km': 1.502626610289967, 'edge_density_km': 1529.8942745113623, 'street_density_km': 764.9471372556814, 'circuity_avg': 1.086176531531853, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.086176531531853\n", - "3908\n", - "4990720.35812321\n", - "{'n': 17, 'm': 46, 'k_avg': 5.411764705882353, 'intersection_count': 15, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 11, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11764705882352941, 2: 0.0, 3: 0.6470588235294118, 4: 0.23529411764705882}, 'edge_length_total': 16441.719999999998, 'edge_length_avg': 357.4286956521739, 'street_length_total': 8220.86, 'street_length_avg': 357.42869565217393, 'street_segments_count': 23, 'node_density_km': 3.406321889450233, 'intersection_density_km': 3.0055781377502058, 'edge_density_km': 3294.458278600687, 'street_density_km': 1647.2291393003438, 'circuity_avg': 1.2578284959128356, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2578284959128356\n", - "3909\n", - "6985542.368422328\n", - "{'n': 6, 'm': 12, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 8925.412, 'edge_length_avg': 743.7843333333334, 'street_length_total': 4462.706, 'street_length_avg': 743.7843333333334, 'street_segments_count': 6, 'node_density_km': 0.8589168433252362, 'intersection_density_km': 0.8589168433252362, 'edge_density_km': 1277.697783402864, 'street_density_km': 638.848891701432, 'circuity_avg': 1.2704837703100322, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2704837703100322\n", - "3910\n", - "5987560.365315093\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 399, 'm': 1143, 'k_avg': 5.7293233082706765, 'intersection_count': 360, 'streets_per_node_avg': 3.0275689223057642, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 273, 4: 85, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09774436090225563, 2: 0.0, 3: 0.6842105263157895, 4: 0.21303258145363407, 5: 0.005012531328320802}, 'edge_length_total': 92801.93899999987, 'edge_length_avg': 81.19154768153969, 'street_length_total': 49974.54099999994, 'street_length_avg': 83.99082521008393, 'street_segments_count': 595, 'node_density_km': 66.63815905912838, 'intersection_density_km': 60.124654790191016, 'edge_density_km': 15499.123739542658, 'street_density_km': 8346.394516453454, 'circuity_avg': 1.0562606152726968, 'self_loop_proportion': 0.0017497812773403325, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0562606152726968\n", - "3911\n", - "4991436.69769142\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 6264.584000000001, 'edge_length_avg': 3132.2920000000004, 'street_length_total': 3132.2920000000004, 'street_length_avg': 3132.2920000000004, 'street_segments_count': 1, 'node_density_km': 0.4006862394799109, 'intersection_density_km': 0.20034311973995544, 'edge_density_km': 1255.0663024330092, 'street_density_km': 627.5331512165046, 'circuity_avg': 1.0771761618799285, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0771761618799285\n", - "3912\n", - "7984049.538233683\n", - "{'n': 552, 'm': 1346, 'k_avg': 4.8768115942028984, 'intersection_count': 439, 'streets_per_node_avg': 2.710144927536232, 'streets_per_node_counts': {0: 0, 1: 113, 2: 0, 3: 373, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20471014492753623, 2: 0.0, 3: 0.6757246376811594, 4: 0.11956521739130435}, 'edge_length_total': 160616.441, 'edge_length_avg': 119.32870802377414, 'street_length_total': 85739.09600000005, 'street_length_avg': 118.42416574585643, 'street_segments_count': 724, 'node_density_km': 69.1378475742924, 'intersection_density_km': 54.98462877738109, 'edge_density_km': 20117.16488366545, 'street_density_km': 10738.798098560917, 'circuity_avg': 1.0481548798629459, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0481548798629459\n", - "3913\n", - "5987384.9738265285\n", - "{'n': 59, 'm': 148, 'k_avg': 5.016949152542373, 'intersection_count': 45, 'streets_per_node_avg': 2.610169491525424, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 40, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23728813559322035, 2: 0.0, 3: 0.6779661016949152, 4: 0.0847457627118644}, 'edge_length_total': 39339.60200000001, 'edge_length_avg': 265.8081216216217, 'street_length_total': 19669.800999999996, 'street_length_avg': 265.8081216216216, 'street_segments_count': 74, 'node_density_km': 9.854051519639164, 'intersection_density_km': 7.5158020065044475, 'edge_density_km': 6570.414658815255, 'street_density_km': 3285.207329407626, 'circuity_avg': 1.1909379794931803, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1909379794931803\n", - "3914\n", - "3994788.1171273165\n", - "{'n': 256, 'm': 674, 'k_avg': 5.265625, 'intersection_count': 233, 'streets_per_node_avg': 2.9609375, 'streets_per_node_counts': {0: 0, 1: 23, 2: 2, 3: 193, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08984375, 2: 0.0078125, 3: 0.75390625, 4: 0.1484375}, 'edge_length_total': 59109.85500000001, 'edge_length_avg': 87.7000816023739, 'street_length_total': 33024.90100000001, 'street_length_avg': 90.72775000000003, 'street_segments_count': 364, 'node_density_km': 64.0834989226141, 'intersection_density_km': 58.32599706628549, 'edge_density_km': 14796.74347347022, 'street_density_km': 8266.99690489429, 'circuity_avg': 1.0569832301088466, 'self_loop_proportion': 0.002967359050445104, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0569832301088466\n", - "3915\n", - "998639.4086753563\n", - "{'n': 26, 'm': 70, 'k_avg': 5.384615384615385, 'intersection_count': 26, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 10634.664000000006, 'edge_length_avg': 151.9237714285715, 'street_length_total': 5317.332, 'street_length_avg': 151.92377142857143, 'street_segments_count': 35, 'node_density_km': 26.03542357144473, 'intersection_density_km': 26.03542357144473, 'edge_density_km': 10649.153145384418, 'street_density_km': 5324.576572692206, 'circuity_avg': 1.0868133107138402, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0868133107138402\n", - "3916\n", - "4994396.557568698\n", - "error with entry 3916\n", - "3917\n", - "59971558.54086738\n", - "{'n': 4737, 'm': 13492, 'k_avg': 5.696432341144184, 'intersection_count': 4443, 'streets_per_node_avg': 3.0597424530293433, 'streets_per_node_counts': {0: 0, 1: 294, 2: 6, 3: 3581, 4: 835, 5: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06206459784673844, 2: 0.001266624445851805, 3: 0.7559636900992189, 4: 0.1762719020477095, 5: 0.004433185560481318}, 'edge_length_total': 1070040.8569999954, 'edge_length_avg': 79.30928379780576, 'street_length_total': 589806.8530000005, 'street_length_avg': 81.88350034707767, 'street_segments_count': 7203, 'node_density_km': 78.9874419683789, 'intersection_density_km': 74.08511814766888, 'edge_density_km': 17842.472048993364, 'street_density_km': 9834.776139727617, 'circuity_avg': 1.0478813016314492, 'self_loop_proportion': 0.0013341239252890602, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0478813016314492\n", - "3918\n", - "15970802.168484295\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.857142857142857, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 5, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7142857142857143, 4: 0.14285714285714285}, 'edge_length_total': 13668.278000000002, 'edge_length_avg': 976.3055714285716, 'street_length_total': 6834.139, 'street_length_avg': 976.3055714285714, 'street_segments_count': 7, 'node_density_km': 0.43829983780109233, 'intersection_density_km': 0.37568557525807916, 'edge_density_km': 855.8291472028914, 'street_density_km': 427.9145736014456, 'circuity_avg': 1.160673554189654, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.160673554189654\n", - "3919\n", - "44930404.020112395\n", - "{'n': 1360, 'm': 3713, 'k_avg': 5.4602941176470585, 'intersection_count': 1129, 'streets_per_node_avg': 2.801470588235294, 'streets_per_node_counts': {0: 0, 1: 231, 2: 0, 3: 937, 4: 192}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1698529411764706, 2: 0.0, 3: 0.6889705882352941, 4: 0.1411764705882353}, 'edge_length_total': 583822.0610000003, 'edge_length_avg': 157.2372908699166, 'street_length_total': 294903.0429999996, 'street_length_avg': 157.28162293333313, 'street_segments_count': 1875, 'node_density_km': 30.269035626548497, 'intersection_density_km': 25.127750898803864, 'edge_density_km': 12993.919679392633, 'street_density_km': 6563.551996282758, 'circuity_avg': 1.038308939103693, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038308939103693\n", - "3920\n", - "6985687.327442221\n", - "{'n': 577, 'm': 1305, 'k_avg': 4.523396880415945, 'intersection_count': 403, 'streets_per_node_avg': 2.4540727902946275, 'streets_per_node_counts': {0: 0, 1: 174, 2: 0, 3: 370, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30155979202772965, 2: 0.0, 3: 0.6412478336221837, 4: 0.05719237435008666}, 'edge_length_total': 90972.14599999998, 'edge_length_avg': 69.71045670498083, 'street_length_total': 51399.465999999986, 'street_length_avg': 73.42780857142856, 'street_segments_count': 700, 'node_density_km': 82.59745576263374, 'intersection_density_km': 57.68938418083431, 'edge_density_km': 13022.647842056944, 'street_density_km': 7357.825163185435, 'circuity_avg': 1.0690655565484466, 'self_loop_proportion': 0.0015325670498084292, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0690655565484466\n", - "3921\n", - "19968804.07277429\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 795, 'm': 2139, 'k_avg': 5.381132075471698, 'intersection_count': 670, 'streets_per_node_avg': 2.822641509433962, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 561, 4: 109}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15723270440251572, 2: 0.0, 3: 0.7056603773584905, 4: 0.1371069182389937}, 'edge_length_total': 258138.8090000004, 'edge_length_avg': 120.68200514259017, 'street_length_total': 131192.67599999992, 'street_length_avg': 119.04961524500901, 'street_segments_count': 1102, 'node_density_km': 39.81209876679158, 'intersection_density_km': 33.55233480974888, 'edge_density_km': 12927.10409993706, 'street_density_km': 6569.881477222244, 'circuity_avg': 1.0473864956975727, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473864956975727\n", - "3922\n", - "9981335.412626488\n", - "{'n': 572, 'm': 1693, 'k_avg': 5.919580419580419, 'intersection_count': 542, 'streets_per_node_avg': 3.1276223776223775, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 410, 4: 131, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05244755244755245, 2: 0.0, 3: 0.7167832167832168, 4: 0.229020979020979, 5: 0.0017482517482517483}, 'edge_length_total': 161429.02900000027, 'edge_length_avg': 95.35087359716496, 'street_length_total': 83863.75000000004, 'street_length_avg': 96.84035796766749, 'street_segments_count': 866, 'node_density_km': 57.30696107821549, 'intersection_density_km': 54.30135123145593, 'edge_density_km': 16173.089303841143, 'street_density_km': 8402.057092872721, 'circuity_avg': 1.038995897322335, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038995897322335\n", - "3923\n", - "4989700.902657921\n", - "{'n': 409, 'm': 1191, 'k_avg': 5.823960880195599, 'intersection_count': 381, 'streets_per_node_avg': 3.056234718826406, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 305, 4: 74, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06845965770171149, 2: 0.0, 3: 0.7457212713936431, 4: 0.18092909535452323, 5: 0.0024449877750611247, 6: 0.0024449877750611247}, 'edge_length_total': 83824.40200000009, 'edge_length_avg': 70.38152980688504, 'street_length_total': 42920.76399999996, 'street_length_avg': 69.90352442996736, 'street_segments_count': 614, 'node_density_km': 81.96884101452518, 'intersection_density_km': 76.35728221646478, 'edge_density_km': 16799.48430483045, 'street_density_km': 8601.871101559787, 'circuity_avg': 1.0332211060861456, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0332211060861456\n", - "3924\n", - "12980009.623076081\n", - "{'n': 141, 'm': 356, 'k_avg': 5.049645390070922, 'intersection_count': 109, 'streets_per_node_avg': 2.673758865248227, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 91, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22695035460992907, 2: 0.0, 3: 0.6453900709219859, 4: 0.1276595744680851}, 'edge_length_total': 85648.58800000006, 'edge_length_avg': 240.58592134831477, 'street_length_total': 42824.294000000016, 'street_length_avg': 240.58592134831468, 'street_segments_count': 178, 'node_density_km': 10.86285789413652, 'intersection_density_km': 8.397528442984969, 'edge_density_km': 6598.4995764357955, 'street_density_km': 3299.2497882178964, 'circuity_avg': 1.044959443562073, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044959443562073\n", - "3925\n", - "6990340.988768113\n", - "{'n': 622, 'm': 1859, 'k_avg': 5.977491961414791, 'intersection_count': 606, 'streets_per_node_avg': 3.217041800643087, 'streets_per_node_counts': {0: 0, 1: 16, 2: 4, 3: 433, 4: 167, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.02572347266881029, 2: 0.006430868167202572, 3: 0.6961414790996785, 4: 0.2684887459807074, 5: 0.003215434083601286}, 'edge_length_total': 165191.68100000004, 'edge_length_avg': 88.8605061861216, 'street_length_total': 87854.74499999995, 'street_length_avg': 88.83189585439834, 'street_segments_count': 989, 'node_density_km': 88.97992258166126, 'intersection_density_km': 86.69104997505903, 'edge_density_km': 23631.419592467017, 'street_density_km': 12568.019949407695, 'circuity_avg': 1.012844953976378, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.012844953976378\n", - "3926\n", - "5987547.018176815\n", - "{'n': 10, 'm': 20, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 2.4, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3, 2: 0.0, 3: 0.7}, 'edge_length_total': 10077.826000000001, 'edge_length_avg': 503.89130000000006, 'street_length_total': 5038.9130000000005, 'street_length_avg': 503.89130000000006, 'street_segments_count': 10, 'node_density_km': 1.670133022695655, 'intersection_density_km': 1.1690931158869584, 'edge_density_km': 1683.1309999580865, 'street_density_km': 841.5654999790432, 'circuity_avg': 1.0314368686177429, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0314368686177429\n", - "3927\n", - "998643.4678735888\n", - "{'n': 13, 'm': 25, 'k_avg': 3.8461538461538463, 'intersection_count': 13, 'streets_per_node_avg': 3.1538461538461537, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 11, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.8461538461538461, 4: 0.15384615384615385}, 'edge_length_total': 2924.7020000000007, 'edge_length_avg': 116.98808000000002, 'street_length_total': 1824.1399999999999, 'street_length_avg': 101.3411111111111, 'street_segments_count': 18, 'node_density_km': 13.017658872471168, 'intersection_density_km': 13.017658872471168, 'edge_density_km': 2928.6748415103216, 'street_density_km': 1826.6178658176582, 'circuity_avg': 1.0163554111946285, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0163554111946285\n", - "3928\n", - "12974510.962278225\n", - "{'n': 12, 'm': 21, 'k_avg': 3.5, 'intersection_count': 8, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 13798.836, 'edge_length_avg': 657.0874285714285, 'street_length_total': 6939.215000000001, 'street_length_avg': 578.2679166666668, 'street_segments_count': 12, 'node_density_km': 0.924890351157628, 'intersection_density_km': 0.6165935674384186, 'edge_density_km': 1063.53418946721, 'street_density_km': 534.8344165090234, 'circuity_avg': 1.0670551595986775, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0670551595986775\n", - "3929\n", - "4990243.35131229\n", - "{'n': 388, 'm': 1061, 'k_avg': 5.469072164948454, 'intersection_count': 358, 'streets_per_node_avg': 2.9768041237113403, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 307, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07731958762886598, 2: 0.0, 3: 0.7912371134020618, 4: 0.13144329896907217}, 'edge_length_total': 109535.45300000005, 'edge_length_avg': 103.23793873704058, 'street_length_total': 57957.917999999976, 'street_length_avg': 103.68142754919495, 'street_segments_count': 559, 'node_density_km': 77.75171924190174, 'intersection_density_km': 71.73998837268253, 'edge_density_km': 21949.92213580033, 'street_density_km': 11614.246825209178, 'circuity_avg': 1.0598871046018488, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0598871046018488\n", - "3930\n", - "9980318.414865779\n", - "{'n': 799, 'm': 2364, 'k_avg': 5.9173967459324155, 'intersection_count': 762, 'streets_per_node_avg': 3.1689612015018773, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 556, 4: 203, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04630788485607009, 2: 0.0, 3: 0.6958698372966208, 4: 0.25406758448060074, 5: 0.0037546933667083854}, 'edge_length_total': 221598.139, 'edge_length_avg': 93.73863747884941, 'street_length_total': 115178.1620000001, 'street_length_avg': 92.96058272800654, 'street_segments_count': 1239, 'node_density_km': 80.05756598004747, 'intersection_density_km': 76.3502694327862, 'edge_density_km': 22203.513934979015, 'street_density_km': 11540.529791959456, 'circuity_avg': 1.0263506558131232, 'self_loop_proportion': 0.0008460236886632825, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0263506558131232\n", - "3931\n", - "6994483.905706376\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 152, 'm': 404, 'k_avg': 5.315789473684211, 'intersection_count': 131, 'streets_per_node_avg': 2.9802631578947367, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 92, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13815789473684212, 2: 0.0, 3: 0.6052631578947368, 4: 0.2565789473684211}, 'edge_length_total': 56323.71400000001, 'edge_length_avg': 139.41513366336636, 'street_length_total': 30442.984000000008, 'street_length_avg': 138.37720000000004, 'street_segments_count': 220, 'node_density_km': 21.731410358381467, 'intersection_density_km': 18.72904445360508, 'edge_density_km': 8052.590406856023, 'street_density_km': 4352.427485773957, 'circuity_avg': 1.0520719618150287, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0520719618150287\n", - "3932\n", - "6994188.123890553\n", - "{'n': 508, 'm': 1252, 'k_avg': 4.929133858267717, 'intersection_count': 443, 'streets_per_node_avg': 2.838582677165354, 'streets_per_node_counts': {0: 0, 1: 65, 2: 2, 3: 392, 4: 48, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1279527559055118, 2: 0.003937007874015748, 3: 0.7716535433070866, 4: 0.09448818897637795, 5: 0.001968503937007874}, 'edge_length_total': 128990.7230000002, 'edge_length_avg': 103.02773402555927, 'street_length_total': 69669.26100000004, 'street_length_avg': 98.68167280453264, 'street_segments_count': 706, 'node_density_km': 72.63173237574034, 'intersection_density_km': 63.33830205207278, 'edge_density_km': 18442.55840923084, 'street_density_km': 9961.021889306312, 'circuity_avg': 1.0520878705462622, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0520878705462622\n", - "3933\n", - "8994727.151631575\n", - "{'n': 58, 'm': 152, 'k_avg': 5.241379310344827, 'intersection_count': 50, 'streets_per_node_avg': 2.8620689655172415, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 42, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13793103448275862, 2: 0.0, 3: 0.7241379310344828, 4: 0.13793103448275862}, 'edge_length_total': 42303.82600000002, 'edge_length_avg': 278.31464473684224, 'street_length_total': 21151.912999999993, 'street_length_avg': 278.314644736842, 'street_segments_count': 76, 'node_density_km': 6.4482222775906255, 'intersection_density_km': 5.558812308267781, 'edge_density_km': 4703.180573112373, 'street_density_km': 2351.5902865561848, 'circuity_avg': 1.0437425733184775, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0437425733184775\n", - "3934\n", - "10990111.4426834\n", - "{'n': 1211, 'm': 3515, 'k_avg': 5.805119735755574, 'intersection_count': 1151, 'streets_per_node_avg': 3.1601981833195705, 'streets_per_node_counts': {0: 0, 1: 60, 2: 4, 3: 836, 4: 304, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0495458298926507, 2: 0.0033030553261767133, 3: 0.6903385631709331, 4: 0.2510322047894302, 5: 0.005780346820809248}, 'edge_length_total': 280291.17000000086, 'edge_length_avg': 79.74144238975842, 'street_length_total': 151478.6769999999, 'street_length_avg': 80.70254501864673, 'street_segments_count': 1877, 'node_density_km': 110.18996543535651, 'intersection_density_km': 104.73051215201929, 'edge_density_km': 25503.942472448995, 'street_density_km': 13783.179341720499, 'circuity_avg': 1.0245520477919174, 'self_loop_proportion': 0.0005689900426742532, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0245520477919174\n", - "3935\n", - "3991499.0823910623\n", - "{'n': 558, 'm': 1297, 'k_avg': 4.648745519713262, 'intersection_count': 417, 'streets_per_node_avg': 2.600358422939068, 'streets_per_node_counts': {0: 0, 1: 141, 2: 1, 3: 359, 4: 54, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25268817204301075, 2: 0.0017921146953405018, 3: 0.6433691756272402, 4: 0.0967741935483871, 5: 0.005376344086021506}, 'edge_length_total': 86420.07899999984, 'edge_length_avg': 66.63074710871228, 'street_length_total': 47997.35399999999, 'street_length_avg': 67.22318487394956, 'street_segments_count': 714, 'node_density_km': 139.79710090919937, 'intersection_density_km': 104.47202702354147, 'edge_density_km': 21651.033162265157, 'street_density_km': 12024.894158624666, 'circuity_avg': 1.049252196755868, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049252196755868\n", - "3936\n", - "3993812.6986649917\n", - "{'n': 155, 'm': 478, 'k_avg': 6.167741935483871, 'intersection_count': 137, 'streets_per_node_avg': 3.1032258064516127, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 85, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11612903225806452, 2: 0.0, 3: 0.5483870967741935, 4: 0.33548387096774196}, 'edge_length_total': 66480.92800000004, 'edge_length_avg': 139.08143933054401, 'street_length_total': 33240.46399999999, 'street_length_avg': 139.0814393305439, 'street_segments_count': 239, 'node_density_km': 38.81003234122915, 'intersection_density_km': 34.30306084353802, 'edge_density_km': 16645.980424225345, 'street_density_km': 8322.990212112665, 'circuity_avg': 1.0279598697521328, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0279598697521328\n", - "3937\n", - "7989885.936477911\n", - "{'n': 37, 'm': 86, 'k_avg': 4.648648648648648, 'intersection_count': 27, 'streets_per_node_avg': 2.4864864864864864, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 26, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2702702702702703, 2: 0.0, 3: 0.7027027027027027, 4: 0.02702702702702703}, 'edge_length_total': 31605.940000000013, 'edge_length_avg': 367.5109302325583, 'street_length_total': 15802.969999999998, 'street_length_avg': 367.5109302325581, 'street_segments_count': 43, 'node_density_km': 4.630854594691534, 'intersection_density_km': 3.37927227180193, 'edge_density_km': 3955.743580230946, 'street_density_km': 1977.8717901154719, 'circuity_avg': 1.067701628696962, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067701628696962\n", - "3938\n", - "3994716.533647029\n", - "{'n': 14, 'm': 30, 'k_avg': 4.285714285714286, 'intersection_count': 10, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.7142857142857143}, 'edge_length_total': 10315.374000000002, 'edge_length_avg': 343.84580000000005, 'street_length_total': 5157.686999999999, 'street_length_avg': 343.84579999999994, 'street_segments_count': 15, 'node_density_km': 3.504629147545174, 'intersection_density_km': 2.5033065339608385, 'edge_density_km': 2582.2543134449757, 'street_density_km': 1291.1271567224874, 'circuity_avg': 1.1019848526696812, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1019848526696812\n", - "3939\n", - "3995848.3206904763\n", - "{'n': 246, 'm': 518, 'k_avg': 4.211382113821138, 'intersection_count': 147, 'streets_per_node_avg': 2.227642276422764, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 139, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4024390243902439, 2: 0.0, 3: 0.5650406504065041, 4: 0.032520325203252036}, 'edge_length_total': 55966.73200000007, 'edge_length_avg': 108.04388416988431, 'street_length_total': 27983.36599999999, 'street_length_avg': 108.04388416988414, 'street_segments_count': 259, 'node_density_km': 61.56389839079066, 'intersection_density_km': 36.78818318474076, 'edge_density_km': 14006.220333791125, 'street_density_km': 7003.110166895552, 'circuity_avg': 1.0437688735422395, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0437688735422395\n", - "3940\n", - "6985377.816017324\n", - "{'n': 102, 'm': 254, 'k_avg': 4.980392156862745, 'intersection_count': 75, 'streets_per_node_avg': 2.607843137254902, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 61, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2647058823529412, 2: 0.0, 3: 0.5980392156862745, 4: 0.13725490196078433}, 'edge_length_total': 49305.99399999997, 'edge_length_avg': 194.1180866141731, 'street_length_total': 24738.599999999995, 'street_length_avg': 193.27031249999996, 'street_segments_count': 128, 'node_density_km': 14.601930301624652, 'intersection_density_km': 10.736713457076949, 'edge_density_km': 7058.457723924734, 'street_density_km': 3541.483460389917, 'circuity_avg': 1.0251868758361842, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0251868758361842\n", - "3941\n", - "3994399.99586147\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 91, 'm': 237, 'k_avg': 5.208791208791209, 'intersection_count': 73, 'streets_per_node_avg': 2.791208791208791, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 57, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1978021978021978, 2: 0.0, 3: 0.6263736263736264, 4: 0.16483516483516483, 5: 0.01098901098901099}, 'edge_length_total': 29637.129, 'edge_length_avg': 125.05117721518988, 'street_length_total': 16085.954000000002, 'street_length_avg': 128.687632, 'street_segments_count': 125, 'node_density_km': 22.781894676117453, 'intersection_density_km': 18.275585839083234, 'edge_density_km': 7419.6697953901785, 'street_density_km': 4027.126481240333, 'circuity_avg': 1.0388515481458704, 'self_loop_proportion': 0.008438818565400843, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0388515481458704\n", - "3942\n", - "17961865.076600343\n", - "{'n': 1236, 'm': 3499, 'k_avg': 5.6618122977346275, 'intersection_count': 1146, 'streets_per_node_avg': 3.042071197411003, 'streets_per_node_counts': {0: 0, 1: 90, 2: 2, 3: 918, 4: 218, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07281553398058252, 2: 0.0016181229773462784, 3: 0.7427184466019418, 4: 0.17637540453074432, 5: 0.006472491909385114}, 'edge_length_total': 262529.7170000001, 'edge_length_avg': 75.02992769362679, 'street_length_total': 141459.58700000012, 'street_length_avg': 76.29966936353836, 'street_segments_count': 1854, 'node_density_km': 68.81245320176622, 'intersection_density_km': 63.80183767736576, 'edge_density_km': 14615.949729073976, 'street_density_km': 7875.551141083078, 'circuity_avg': 1.0486722904623018, 'self_loop_proportion': 0.0005715918833952558, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0486722904623018\n", - "3943\n", - "6984619.39310262\n", - "{'n': 368, 'm': 1001, 'k_avg': 5.440217391304348, 'intersection_count': 336, 'streets_per_node_avg': 3.0407608695652173, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 260, 4: 73, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08695652173913043, 2: 0.0, 3: 0.7065217391304348, 4: 0.1983695652173913, 5: 0.008152173913043478}, 'edge_length_total': 85409.73600000006, 'edge_length_avg': 85.32441158841165, 'street_length_total': 45352.552, 'street_length_avg': 82.91142961608776, 'street_segments_count': 547, 'node_density_km': 52.687194432298426, 'intersection_density_km': 48.10569926427248, 'edge_density_km': 12228.259149574136, 'street_density_km': 6493.203057676427, 'circuity_avg': 1.047571044431164, 'self_loop_proportion': 0.001998001998001998, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047571044431164\n", - "3944\n", - "7992195.800522863\n", - "{'n': 187, 'm': 460, 'k_avg': 4.919786096256685, 'intersection_count': 142, 'streets_per_node_avg': 2.641711229946524, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 119, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24064171122994651, 2: 0.0, 3: 0.6363636363636364, 4: 0.12299465240641712}, 'edge_length_total': 84325.76800000007, 'edge_length_avg': 183.3168869565219, 'street_length_total': 42162.884, 'street_length_avg': 183.31688695652173, 'street_segments_count': 230, 'node_density_km': 23.397825161861793, 'intersection_density_km': 17.76733247585227, 'edge_density_km': 10551.01377702525, 'street_density_km': 5275.50688851262, 'circuity_avg': 1.047313704388924, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047313704388924\n", - "3945\n", - "20972769.6440211\n", - "{'n': 237, 'm': 615, 'k_avg': 5.189873417721519, 'intersection_count': 214, 'streets_per_node_avg': 2.9662447257383966, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 177, 4: 36, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0970464135021097, 2: 0.0, 3: 0.7468354430379747, 4: 0.1518987341772152, 5: 0.004219409282700422}, 'edge_length_total': 130995.48100000007, 'edge_length_avg': 213.00078211382126, 'street_length_total': 72001.37400000001, 'street_length_avg': 211.76874705882355, 'street_segments_count': 340, 'node_density_km': 11.300367286853014, 'intersection_density_km': 10.203707170407363, 'edge_density_km': 6245.979106404963, 'street_density_km': 3433.088486742908, 'circuity_avg': 1.0599203443665617, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0599203443665617\n", - "3946\n", - "9989672.469629146\n", - "{'n': 107, 'm': 262, 'k_avg': 4.897196261682243, 'intersection_count': 79, 'streets_per_node_avg': 2.6261682242990654, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 63, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2616822429906542, 2: 0.0, 3: 0.5887850467289719, 4: 0.14953271028037382}, 'edge_length_total': 68443.288, 'edge_length_avg': 261.23392366412213, 'street_length_total': 34221.64399999999, 'street_length_avg': 261.2339236641221, 'street_segments_count': 131, 'node_density_km': 10.711061881688723, 'intersection_density_km': 7.908167183676721, 'edge_density_km': 6851.40460891816, 'street_density_km': 3425.7023044590796, 'circuity_avg': 1.0426257557700618, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0426257557700618\n", - "3947\n", - "6987409.327015038\n", - "{'n': 18, 'm': 36, 'k_avg': 4.0, 'intersection_count': 11, 'streets_per_node_avg': 2.2222222222222223, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3888888888888889, 2: 0.0, 3: 0.6111111111111112}, 'edge_length_total': 14919.694, 'edge_length_avg': 414.43594444444443, 'street_length_total': 7459.847, 'street_length_avg': 414.43594444444443, 'street_segments_count': 18, 'node_density_km': 2.5760620506956116, 'intersection_density_km': 1.5742601420917626, 'edge_density_km': 2135.225417855056, 'street_density_km': 1067.612708927528, 'circuity_avg': 1.1661666179635706, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1661666179635706\n", - "3948\n", - "7986043.375012322\n", - "{'n': 214, 'm': 616, 'k_avg': 5.757009345794392, 'intersection_count': 197, 'streets_per_node_avg': 3.0654205607476634, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 149, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0794392523364486, 2: 0.0, 3: 0.6962616822429907, 4: 0.22429906542056074}, 'edge_length_total': 86281.61600000005, 'edge_length_avg': 140.06755844155853, 'street_length_total': 44038.77300000003, 'street_length_avg': 140.25086942675168, 'street_segments_count': 314, 'node_density_km': 26.796749022123837, 'intersection_density_km': 24.66803531475886, 'edge_density_km': 10804.050510164794, 'street_density_km': 5514.46704356675, 'circuity_avg': 1.0154369112489494, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0154369112489494\n", - "3949\n", - "5989960.253615659\n", - "{'n': 190, 'm': 522, 'k_avg': 5.494736842105263, 'intersection_count': 168, 'streets_per_node_avg': 2.963157894736842, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 133, 4: 33, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11578947368421053, 2: 0.0, 3: 0.7, 4: 0.1736842105263158, 5: 0.010526315789473684}, 'edge_length_total': 64970.12099999996, 'edge_length_avg': 124.46383333333326, 'street_length_total': 35651.00600000001, 'street_length_avg': 129.64002181818185, 'street_segments_count': 275, 'node_density_km': 31.71974302923166, 'intersection_density_km': 28.046930678478518, 'edge_density_km': 10846.502856305717, 'street_density_km': 5951.7934160715595, 'circuity_avg': 1.1283180436504407, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1283180436504407\n", - "3950\n", - "28962409.112770725\n", - "{'n': 1672, 'm': 3644, 'k_avg': 4.358851674641149, 'intersection_count': 1113, 'streets_per_node_avg': 2.437200956937799, 'streets_per_node_counts': {0: 0, 1: 559, 2: 1, 3: 939, 4: 168, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33433014354066987, 2: 0.0005980861244019139, 3: 0.5616028708133971, 4: 0.10047846889952153, 5: 0.0029904306220095694}, 'edge_length_total': 402752.97299999866, 'edge_length_avg': 110.52496514818843, 'street_length_total': 224740.44999999917, 'street_length_avg': 111.75556936847298, 'street_segments_count': 2011, 'node_density_km': 57.73000420958579, 'intersection_density_km': 38.4291236155915, 'edge_density_km': 13906.059106885836, 'street_density_km': 7759.729141485741, 'circuity_avg': 1.0403527545533962, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0403527545533962\n", - "3951\n", - "29937214.45853904\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 445, 'm': 1157, 'k_avg': 5.2, 'intersection_count': 341, 'streets_per_node_avg': 2.757303370786517, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 241, 4: 100}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23370786516853934, 2: 0.0, 3: 0.5415730337078651, 4: 0.2247191011235955}, 'edge_length_total': 195703.68799999985, 'edge_length_avg': 169.14752636127903, 'street_length_total': 99467.07900000006, 'street_length_avg': 167.1715613445379, 'street_segments_count': 595, 'node_density_km': 14.864442402157826, 'intersection_density_km': 11.390505301428805, 'edge_density_km': 6537.137523968232, 'street_density_km': 3322.5228465311975, 'circuity_avg': 1.0419723304646242, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0419723304646242\n", - "3952\n", - "7984555.678260042\n", - "{'n': 848, 'm': 2500, 'k_avg': 5.89622641509434, 'intersection_count': 799, 'streets_per_node_avg': 3.080188679245283, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 636, 4: 160, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05778301886792453, 2: 0.0, 3: 0.75, 4: 0.18867924528301888, 5: 0.003537735849056604}, 'edge_length_total': 180063.1790000002, 'edge_length_avg': 72.02527160000008, 'street_length_total': 93567.70700000008, 'street_length_avg': 72.98573088923564, 'street_segments_count': 1282, 'node_density_km': 106.20503308767611, 'intersection_density_km': 100.06818565690237, 'edge_density_km': 22551.433824961285, 'street_density_km': 11718.586577680417, 'circuity_avg': 1.0383142276664412, 'self_loop_proportion': 0.0008, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0383142276664412\n", - "3953\n", - "5989693.616919147\n", - "{'n': 10, 'm': 18, 'k_avg': 3.6, 'intersection_count': 8, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.8}, 'edge_length_total': 10668.982000000004, 'edge_length_avg': 592.7212222222224, 'street_length_total': 5334.491000000001, 'street_length_avg': 592.7212222222223, 'street_segments_count': 9, 'node_density_km': 1.6695344769810765, 'intersection_density_km': 1.3356275815848613, 'edge_density_km': 1781.2233283290525, 'street_density_km': 890.6116641645261, 'circuity_avg': 1.4379827546187713, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4379827546187713\n", - "3954\n", - "5987121.9373658905\n", - "{'n': 412, 'm': 1131, 'k_avg': 5.490291262135922, 'intersection_count': 387, 'streets_per_node_avg': 3.1189320388349513, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 293, 4: 89, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06067961165048544, 2: 0.0, 3: 0.7111650485436893, 4: 0.21601941747572814, 5: 0.012135922330097087}, 'edge_length_total': 102757.60499999995, 'edge_length_avg': 90.85553050397874, 'street_length_total': 56992.96699999998, 'street_length_avg': 91.4814879614767, 'street_segments_count': 623, 'node_density_km': 68.81436595247709, 'intersection_density_km': 64.63873695050638, 'edge_density_km': 17163.105424441957, 'street_density_km': 9519.259436542352, 'circuity_avg': 1.040591475140208, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040591475140208\n", - "3955\n", - "5990517.307226968\n", - "{'n': 344, 'm': 959, 'k_avg': 5.575581395348837, 'intersection_count': 302, 'streets_per_node_avg': 2.947674418604651, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 238, 4: 62, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12209302325581395, 2: 0.0, 3: 0.6918604651162791, 4: 0.18023255813953487, 5: 0.005813953488372093}, 'edge_length_total': 86472.5040000002, 'edge_length_avg': 90.16945151199187, 'street_length_total': 45500.16500000002, 'street_length_avg': 90.8186926147705, 'street_segments_count': 501, 'node_density_km': 57.42408916588855, 'intersection_density_km': 50.41300851191379, 'edge_density_km': 14434.897616551356, 'street_density_km': 7595.364918670473, 'circuity_avg': 1.0353959448685144, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0353959448685144\n", - "3956\n", - "3992745.8697563875\n", - "{'n': 165, 'm': 388, 'k_avg': 4.703030303030303, 'intersection_count': 120, 'streets_per_node_avg': 2.484848484848485, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 115, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0, 3: 0.696969696969697, 4: 0.030303030303030304}, 'edge_length_total': 54483.445999999996, 'edge_length_avg': 140.4212525773196, 'street_length_total': 27241.723, 'street_length_avg': 140.4212525773196, 'street_segments_count': 194, 'node_density_km': 41.32494413176045, 'intersection_density_km': 30.054504823098508, 'edge_density_km': 13645.608254883558, 'street_density_km': 6822.80412744178, 'circuity_avg': 1.174836236141028, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.174836236141028\n", - "3957\n", - "14969930.55360351\n", - "{'n': 317, 'm': 818, 'k_avg': 5.160883280757098, 'intersection_count': 235, 'streets_per_node_avg': 2.7318611987381702, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 156, 4: 79}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2586750788643533, 2: 0.0, 3: 0.4921135646687697, 4: 0.24921135646687698}, 'edge_length_total': 138449.66399999982, 'edge_length_avg': 169.2538679706599, 'street_length_total': 69952.54999999997, 'street_length_avg': 165.76433649289092, 'street_segments_count': 422, 'node_density_km': 21.175782937997187, 'intersection_density_km': 15.698135616496339, 'edge_density_km': 9248.51745332063, 'street_density_km': 4672.870709020172, 'circuity_avg': 1.015227432817064, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.015227432817064\n", - "3958\n", - "14981295.607566655\n", - "{'n': 191, 'm': 484, 'k_avg': 5.0680628272251305, 'intersection_count': 146, 'streets_per_node_avg': 2.6282722513089007, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 127, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2356020942408377, 2: 0.0, 3: 0.6649214659685864, 4: 0.09947643979057591}, 'edge_length_total': 87107.13800000004, 'edge_length_avg': 179.97342561983479, 'street_length_total': 43553.56899999999, 'street_length_avg': 179.97342561983467, 'street_segments_count': 242, 'node_density_km': 12.749231108124652, 'intersection_density_km': 9.745485559090048, 'edge_density_km': 5814.392845703181, 'street_density_km': 2907.196422851588, 'circuity_avg': 1.0425290357122328, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0425290357122328\n", - "3959\n", - "3997819.0913424864\n", - "{'n': 113, 'm': 326, 'k_avg': 5.769911504424779, 'intersection_count': 100, 'streets_per_node_avg': 3.2389380530973453, 'streets_per_node_counts': {0: 0, 1: 13, 2: 2, 3: 44, 4: 53, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11504424778761062, 2: 0.017699115044247787, 3: 0.3893805309734513, 4: 0.4690265486725664, 5: 0.008849557522123894}, 'edge_length_total': 53990.04100000005, 'edge_length_avg': 165.61362269938664, 'street_length_total': 29684.912, 'street_length_avg': 166.76916853932585, 'street_segments_count': 178, 'node_density_km': 28.265411069927648, 'intersection_density_km': 25.013638114980218, 'edge_density_km': 13504.87347386946, 'street_density_km': 7425.276462430337, 'circuity_avg': 1.0417707124572575, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0417707124572575\n", - "3960\n", - "9982296.958018012\n", - "{'n': 407, 'm': 1000, 'k_avg': 4.914004914004914, 'intersection_count': 317, 'streets_per_node_avg': 2.614250614250614, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 294, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22113022113022113, 2: 0.0, 3: 0.7223587223587223, 4: 0.056511056511056514}, 'edge_length_total': 146787.34900000034, 'edge_length_avg': 146.78734900000035, 'street_length_total': 74320.59300000001, 'street_length_avg': 145.44147358121333, 'street_segments_count': 511, 'node_density_km': 40.77217915993654, 'intersection_density_km': 31.756218166338783, 'edge_density_km': 14704.76681041805, 'street_density_km': 7445.239638989499, 'circuity_avg': 1.1696986522117037, 'self_loop_proportion': 0.01, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1696986522117037\n", - "3961\n", - "6991275.094399367\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 612, 'm': 1833, 'k_avg': 5.990196078431373, 'intersection_count': 591, 'streets_per_node_avg': 3.189542483660131, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 436, 4: 152, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03431372549019608, 2: 0.0, 3: 0.7124183006535948, 4: 0.24836601307189543, 5: 0.004901960784313725}, 'edge_length_total': 163296.97700000033, 'edge_length_avg': 89.08727605019112, 'street_length_total': 86136.9410000002, 'street_length_avg': 90.00725287356342, 'street_segments_count': 957, 'node_density_km': 87.53767971314223, 'intersection_density_km': 84.53393580141676, 'edge_density_km': 23357.2524031869, 'street_density_km': 12320.633909686023, 'circuity_avg': 1.033202881586683, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.033202881586683\n", - "3962\n", - "29935987.119766362\n", - "{'n': 1636, 'm': 4278, 'k_avg': 5.229828850855745, 'intersection_count': 1326, 'streets_per_node_avg': 2.720048899755501, 'streets_per_node_counts': {0: 0, 1: 310, 2: 0, 3: 1169, 4: 152, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18948655256723718, 2: 0.0, 3: 0.7145476772616137, 4: 0.09290953545232274, 5: 0.003056234718826406}, 'edge_length_total': 509617.04699999996, 'edge_length_avg': 119.12506942496493, 'street_length_total': 259408.96300000002, 'street_length_avg': 118.34350501824818, 'street_segments_count': 2192, 'node_density_km': 54.649943342598824, 'intersection_density_km': 44.294513980614944, 'edge_density_km': 17023.55913506878, 'street_density_km': 8665.45545874836, 'circuity_avg': 1.0553691091945316, 'self_loop_proportion': 0.0037400654511453952, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0553691091945316\n", - "3963\n", - "25973187.90197186\n", - "{'n': 694, 'm': 1854, 'k_avg': 5.3429394812680115, 'intersection_count': 569, 'streets_per_node_avg': 2.8213256484149856, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 444, 4: 124, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18011527377521613, 2: 0.0, 3: 0.6397694524495677, 4: 0.1786743515850144, 5: 0.001440922190201729}, 'edge_length_total': 314501.2530000009, 'edge_length_avg': 169.63390129449886, 'street_length_total': 160192.59399999995, 'street_length_avg': 168.4464710830704, 'street_segments_count': 951, 'node_density_km': 26.71986213703525, 'intersection_density_km': 21.907206852987116, 'edge_density_km': 12108.688936721712, 'street_density_km': 6167.61387183582, 'circuity_avg': 1.0235159701518959, 'self_loop_proportion': 0.0010787486515641855, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0235159701518959\n", - "3964\n", - "21952914.290076196\n", - "{'n': 2054, 'm': 5867, 'k_avg': 5.712755598831548, 'intersection_count': 1947, 'streets_per_node_avg': 3.082765335929893, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 1572, 4: 366, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05209347614410906, 2: 0.0, 3: 0.7653359298928919, 4: 0.17818889970788704, 5: 0.004381694255111977}, 'edge_length_total': 447409.7610000004, 'edge_length_avg': 76.258694562809, 'street_length_total': 248483.75499999992, 'street_length_avg': 79.23589126275508, 'street_segments_count': 3136, 'node_density_km': 93.56388736635799, 'intersection_density_km': 88.6898192318885, 'edge_density_km': 20380.42672094118, 'street_density_km': 11318.94160914785, 'circuity_avg': 1.0305979265243475, 'self_loop_proportion': 0.0003408897221748764, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0305979265243475\n", - "3965\n", - "6985360.644051928\n", - "{'n': 92, 'm': 210, 'k_avg': 4.565217391304348, 'intersection_count': 53, 'streets_per_node_avg': 2.402173913043478, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 30, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.42391304347826086, 2: 0.0, 3: 0.32608695652173914, 4: 0.25}, 'edge_length_total': 58566.284, 'edge_length_avg': 278.88706666666667, 'street_length_total': 29283.142000000003, 'street_length_avg': 278.8870666666667, 'street_segments_count': 105, 'node_density_km': 13.170400883788082, 'intersection_density_km': 7.5872961613126995, 'edge_density_km': 8384.14607123678, 'street_density_km': 4192.07303561839, 'circuity_avg': 1.0254738175791844, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0254738175791844\n", - "3966\n", - "22950745.402591184\n", - "{'n': 320, 'm': 869, 'k_avg': 5.43125, 'intersection_count': 260, 'streets_per_node_avg': 2.86875, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 182, 4: 78}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.56875, 4: 0.24375}, 'edge_length_total': 184949.0570000003, 'edge_length_avg': 212.82975489067928, 'street_length_total': 92909.23600000005, 'street_length_avg': 211.6383507972666, 'street_segments_count': 439, 'node_density_km': 13.94290226250653, 'intersection_density_km': 11.328608088286556, 'edge_density_km': 8058.52070404298, 'street_density_km': 4048.201240100481, 'circuity_avg': 1.0302247776532338, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0302247776532338\n", - "3967\n", - "9988959.43714167\n", - "{'n': 152, 'm': 364, 'k_avg': 4.7894736842105265, 'intersection_count': 107, 'streets_per_node_avg': 2.486842105263158, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 95, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29605263157894735, 2: 0.0, 3: 0.625, 4: 0.07894736842105263}, 'edge_length_total': 84619.21600000006, 'edge_length_avg': 232.4703736263738, 'street_length_total': 42309.60800000002, 'street_length_avg': 232.47037362637374, 'street_segments_count': 182, 'node_density_km': 15.216800203915398, 'intersection_density_km': 10.711826459335182, 'edge_density_km': 8471.274363710276, 'street_density_km': 4235.637181855137, 'circuity_avg': 1.0486328085051482, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0486328085051482\n", - "3968\n", - "5993926.481406067\n", - "{'n': 285, 'm': 753, 'k_avg': 5.28421052631579, 'intersection_count': 238, 'streets_per_node_avg': 2.849122807017544, 'streets_per_node_counts': {0: 0, 1: 47, 2: 2, 3: 184, 4: 51, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1649122807017544, 2: 0.007017543859649123, 3: 0.6456140350877193, 4: 0.17894736842105263, 5: 0.0035087719298245615}, 'edge_length_total': 75819.27100000001, 'edge_length_avg': 100.68960292164675, 'street_length_total': 39141.45800000001, 'street_length_avg': 98.59309319899248, 'street_segments_count': 397, 'node_density_km': 47.54813074269543, 'intersection_density_km': 39.70686005881232, 'edge_density_km': 12649.349509908267, 'street_density_km': 6530.186534890254, 'circuity_avg': 1.0720083870175632, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0720083870175632\n", - "3969\n", - "14968081.377608055\n", - "{'n': 118, 'm': 324, 'k_avg': 5.491525423728813, 'intersection_count': 97, 'streets_per_node_avg': 2.9152542372881354, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 65, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17796610169491525, 2: 0.0, 3: 0.5508474576271186, 4: 0.2711864406779661}, 'edge_length_total': 76059.53400000006, 'edge_length_avg': 234.75164814814832, 'street_length_total': 38029.76700000001, 'street_length_avg': 234.7516481481482, 'street_segments_count': 162, 'node_density_km': 7.883441907025278, 'intersection_density_km': 6.480456482893661, 'edge_density_km': 5081.448455630631, 'street_density_km': 2540.724227815314, 'circuity_avg': 1.0597172903890968, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0597172903890968\n", - "3970\n", - "30940057.686240654\n", - "{'n': 3299, 'm': 9509, 'k_avg': 5.764777205213701, 'intersection_count': 3105, 'streets_per_node_avg': 3.115186420127311, 'streets_per_node_counts': {0: 0, 1: 194, 2: 4, 3: 2346, 4: 738, 5: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05880569869657472, 2: 0.0012124886329190664, 3: 0.7111245832070324, 4: 0.22370415277356775, 5: 0.005153076689906032}, 'edge_length_total': 832997.7850000018, 'edge_length_avg': 87.60098695972256, 'street_length_total': 449662.786000001, 'street_length_avg': 88.48146123573416, 'street_segments_count': 5082, 'node_density_km': 106.62552841545275, 'intersection_density_km': 100.35533971809056, 'edge_density_km': 26922.95513626156, 'street_density_km': 14533.353187637089, 'circuity_avg': 1.0328273731388544, 'self_loop_proportion': 0.0004206541171521716, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0328273731388544\n", - "3971\n", - "12988467.62587021\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 594, 'm': 1390, 'k_avg': 4.68013468013468, 'intersection_count': 432, 'streets_per_node_avg': 2.553872053872054, 'streets_per_node_counts': {0: 0, 1: 162, 2: 1, 3: 375, 4: 53, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0016835016835016834, 3: 0.6313131313131313, 4: 0.08922558922558922, 5: 0.003367003367003367, 6: 0.0016835016835016834}, 'edge_length_total': 149421.70300000015, 'edge_length_avg': 107.49762805755407, 'street_length_total': 80523.22800000005, 'street_length_avg': 108.96241948579167, 'street_segments_count': 739, 'node_density_km': 45.73287758879892, 'intersection_density_km': 33.26027461003558, 'edge_density_km': 11504.182579812921, 'street_density_km': 6199.594156866916, 'circuity_avg': 1.0470951907991581, 'self_loop_proportion': 0.0014388489208633094, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0470951907991581\n", - "3972\n", - "1996150.5152981116\n", - "{'n': 50, 'm': 110, 'k_avg': 4.4, 'intersection_count': 33, 'streets_per_node_avg': 2.36, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 31, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34, 2: 0.0, 3: 0.62, 4: 0.04}, 'edge_length_total': 19088.693999999996, 'edge_length_avg': 173.53358181818177, 'street_length_total': 9544.347, 'street_length_avg': 173.5335818181818, 'street_segments_count': 55, 'node_density_km': 25.04821135320692, 'intersection_density_km': 16.531819493116565, 'edge_density_km': 9562.752835373854, 'street_density_km': 4781.376417686928, 'circuity_avg': 1.129394878765177, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.129394878765177\n", - "3973\n", - "21978971.238579277\n", - "{'n': 29, 'm': 62, 'k_avg': 4.275862068965517, 'intersection_count': 22, 'streets_per_node_avg': 2.586206896551724, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 20, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2413793103448276, 2: 0.0, 3: 0.6896551724137931, 4: 0.06896551724137931}, 'edge_length_total': 21652.992000000006, 'edge_length_avg': 349.241806451613, 'street_length_total': 10826.496, 'street_length_avg': 349.2418064516129, 'street_segments_count': 31, 'node_density_km': 1.3194430114680182, 'intersection_density_km': 1.0009567673205655, 'edge_density_km': 985.1685852335488, 'street_density_km': 492.58429261677423, 'circuity_avg': 1.0403486306283638, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0403486306283638\n", - "3974\n", - "8982652.80496035\n", - "{'n': 449, 'm': 1121, 'k_avg': 4.993318485523385, 'intersection_count': 352, 'streets_per_node_avg': 2.7037861915367483, 'streets_per_node_counts': {0: 0, 1: 97, 2: 2, 3: 287, 4: 63}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21603563474387527, 2: 0.004454342984409799, 3: 0.6391982182628062, 4: 0.1403118040089087}, 'edge_length_total': 128865.63200000025, 'edge_length_avg': 114.95596074933117, 'street_length_total': 69117.95400000007, 'street_length_avg': 116.36019191919203, 'street_segments_count': 594, 'node_density_km': 49.985233733185794, 'intersection_density_km': 39.186642035816035, 'edge_density_km': 14346.055090634118, 'street_density_km': 7694.603754676141, 'circuity_avg': 1.0662409766100396, 'self_loop_proportion': 0.003568242640499554, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0662409766100396\n", - "3975\n", - "7983440.96776224\n", - "{'n': 37, 'm': 80, 'k_avg': 4.324324324324325, 'intersection_count': 24, 'streets_per_node_avg': 2.2972972972972974, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35135135135135137, 2: 0.0, 3: 0.6486486486486487}, 'edge_length_total': 20548.184, 'edge_length_avg': 256.8523, 'street_length_total': 10274.092, 'street_length_avg': 256.8523, 'street_segments_count': 40, 'node_density_km': 4.6345930469591865, 'intersection_density_km': 3.0062225169464996, 'edge_density_km': 2573.8505592983247, 'street_density_km': 1286.9252796491623, 'circuity_avg': 1.093232879462983, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.093232879462983\n", - "3976\n", - "9988784.705726657\n", - "{'n': 263, 'm': 670, 'k_avg': 5.095057034220532, 'intersection_count': 192, 'streets_per_node_avg': 2.6273764258555135, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 148, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26996197718631176, 2: 0.0, 3: 0.5627376425855514, 4: 0.16730038022813687}, 'edge_length_total': 114123.24599999996, 'edge_length_avg': 170.33320298507456, 'street_length_total': 57061.623000000065, 'street_length_avg': 170.33320298507482, 'street_segments_count': 335, 'node_density_km': 26.329529341964875, 'intersection_density_km': 19.221557542423028, 'edge_density_km': 11425.138228734884, 'street_density_km': 5712.569114367451, 'circuity_avg': 1.0746156012997057, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0746156012997057\n", - "3977\n", - "5992996.619977644\n", - "{'n': 222, 'm': 518, 'k_avg': 4.666666666666667, 'intersection_count': 151, 'streets_per_node_avg': 2.4414414414414414, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 133, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31981981981981983, 2: 0.0, 3: 0.5990990990990991, 4: 0.08108108108108109}, 'edge_length_total': 66862.758, 'edge_length_avg': 129.0786833976834, 'street_length_total': 33431.379000000015, 'street_length_avg': 129.07868339768345, 'street_segments_count': 259, 'node_density_km': 37.04323797880402, 'intersection_density_km': 25.196076282880213, 'edge_density_km': 11156.8155698792, 'street_density_km': 5578.407784939603, 'circuity_avg': 1.0517566107163867, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0517566107163867\n", - "3978\n", - "11974736.73546607\n", - "{'n': 681, 'm': 1932, 'k_avg': 5.674008810572687, 'intersection_count': 611, 'streets_per_node_avg': 2.986784140969163, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 483, 4: 125, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1027900146842878, 2: 0.0, 3: 0.7092511013215859, 4: 0.18355359765051396, 5: 0.004405286343612335}, 'edge_length_total': 157148.3260000002, 'edge_length_avg': 81.3397132505177, 'street_length_total': 86134.38900000005, 'street_length_avg': 85.5356395233367, 'street_segments_count': 1007, 'node_density_km': 56.869726244841296, 'intersection_density_km': 51.02408624904263, 'edge_density_km': 13123.321996262977, 'street_density_km': 7193.008990744013, 'circuity_avg': 1.0241009707791384, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0241009707791384\n", - "3979\n", - "28938693.161091324\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 1191.364, 'edge_length_avg': 297.841, 'street_length_total': 595.682, 'street_length_avg': 297.841, 'street_segments_count': 2, 'node_density_km': 0.1036674318117987, 'intersection_density_km': 0.0691116212078658, 'edge_density_km': 41.168548744343916, 'street_density_km': 20.584274372171958, 'circuity_avg': 1.014143699970595, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.014143699970595\n", - "3980\n", - "17976675.82185216\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 5, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.7142857142857143}, 'edge_length_total': 4332.118, 'edge_length_avg': 361.00983333333335, 'street_length_total': 2166.059, 'street_length_avg': 361.00983333333335, 'street_segments_count': 6, 'node_density_km': 0.38939346013521103, 'intersection_density_km': 0.278138185810865, 'edge_density_km': 240.9854882477186, 'street_density_km': 120.4927441238593, 'circuity_avg': 1.1642099243980788, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1642099243980788\n", - "3981\n", - "6992325.213804645\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 110, 'm': 290, 'k_avg': 5.2727272727272725, 'intersection_count': 100, 'streets_per_node_avg': 2.9454545454545453, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 86, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09090909090909091, 2: 0.0, 3: 0.7818181818181819, 4: 0.12727272727272726}, 'edge_length_total': 68834.792, 'edge_length_avg': 237.36135172413793, 'street_length_total': 34417.39599999999, 'street_length_avg': 237.36135172413788, 'street_segments_count': 145, 'node_density_km': 15.731533736850762, 'intersection_density_km': 14.301394306227966, 'edge_density_km': 9844.335023791864, 'street_density_km': 4922.167511895931, 'circuity_avg': 1.0267846121548068, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0267846121548068\n", - "3982\n", - "33948059.08943181\n", - "{'n': 144, 'm': 352, 'k_avg': 4.888888888888889, 'intersection_count': 104, 'streets_per_node_avg': 2.5416666666666665, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 90, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2777777777777778, 2: 0.0, 3: 0.625, 4: 0.09722222222222222}, 'edge_length_total': 78991.25200000002, 'edge_length_avg': 224.40696590909099, 'street_length_total': 39495.62600000001, 'street_length_avg': 224.40696590909099, 'street_segments_count': 176, 'node_density_km': 4.241774165075254, 'intersection_density_km': 3.0635035636654613, 'edge_density_km': 2326.8267500038132, 'street_density_km': 1163.4133750019066, 'circuity_avg': 1.0654789099329165, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0654789099329165\n", - "3983\n", - "2993568.8418011526\n", - "{'n': 194, 'm': 492, 'k_avg': 5.072164948453608, 'intersection_count': 145, 'streets_per_node_avg': 2.6030927835051547, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 125, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25257731958762886, 2: 0.0, 3: 0.6443298969072165, 4: 0.0979381443298969, 5: 0.005154639175257732}, 'edge_length_total': 37499.94800000004, 'edge_length_avg': 76.21940650406512, 'street_length_total': 18749.974000000002, 'street_length_avg': 76.21940650406505, 'street_segments_count': 246, 'node_density_km': 64.8055916707348, 'intersection_density_km': 48.43716903225024, 'edge_density_km': 12526.836689493766, 'street_density_km': 6263.418344746878, 'circuity_avg': 1.0612983234765365, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0612983234765365\n", - "3984\n", - "9978223.43506792\n", - "{'n': 1674, 'm': 5171, 'k_avg': 6.178016726403823, 'intersection_count': 1574, 'streets_per_node_avg': 3.185185185185185, 'streets_per_node_counts': {0: 0, 1: 100, 2: 1, 3: 1071, 4: 494, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05973715651135006, 2: 0.0005973715651135006, 3: 0.6397849462365591, 4: 0.2951015531660693, 5: 0.004181600955794504, 6: 0.0005973715651135006}, 'edge_length_total': 314018.775000001, 'edge_length_avg': 60.72689518468401, 'street_length_total': 159190.562, 'street_length_avg': 60.57479528158296, 'street_segments_count': 2628, 'node_density_km': 167.76533527168962, 'intersection_density_km': 157.74351118138557, 'edge_density_km': 31470.40924102774, 'street_density_km': 15953.79809200639, 'circuity_avg': 1.0335410143003902, 'self_loop_proportion': 0.0011603171533552505, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0335410143003902\n", - "3985\n", - "14966840.833274815\n", - "{'n': 2503, 'm': 6986, 'k_avg': 5.582101478226129, 'intersection_count': 2151, 'streets_per_node_avg': 2.8841390331602077, 'streets_per_node_counts': {0: 0, 1: 352, 2: 0, 3: 1750, 4: 388, 5: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1406312425089892, 2: 0.0, 3: 0.6991610067918498, 4: 0.15501398322013585, 5: 0.0051937674790251695}, 'edge_length_total': 460367.5730000025, 'edge_length_avg': 65.89859332951653, 'street_length_total': 238183.1390000015, 'street_length_avg': 66.43881143654157, 'street_segments_count': 3585, 'node_density_km': 167.23636122562624, 'intersection_density_km': 143.71770395378428, 'edge_density_km': 30759.168092206663, 'street_density_km': 15914.055721796964, 'circuity_avg': 1.038195853853473, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038195853853473\n", - "3986\n", - "13969510.172471447\n", - "{'n': 1169, 'm': 3283, 'k_avg': 5.616766467065868, 'intersection_count': 1039, 'streets_per_node_avg': 2.9837467921300256, 'streets_per_node_counts': {0: 0, 1: 130, 2: 0, 3: 810, 4: 217, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11120615911035073, 2: 0.0, 3: 0.6928999144568007, 4: 0.18562874251497005, 5: 0.010265183917878529}, 'edge_length_total': 326266.0860000008, 'edge_length_avg': 99.3804709107526, 'street_length_total': 170450.09500000035, 'street_length_avg': 99.32989219114239, 'street_segments_count': 1716, 'node_density_km': 83.6822469483326, 'intersection_density_km': 74.37626567948467, 'edge_density_km': 23355.58526904875, 'street_density_km': 12201.579933410421, 'circuity_avg': 1.0258044211185369, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0258044211185369\n", - "3987\n", - "12983820.196854869\n", - "{'n': 215, 'm': 568, 'k_avg': 5.283720930232558, 'intersection_count': 192, 'streets_per_node_avg': 2.8883720930232557, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 170, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10697674418604651, 2: 0.0, 3: 0.7906976744186046, 4: 0.10232558139534884}, 'edge_length_total': 129956.15800000001, 'edge_length_avg': 228.79605281690144, 'street_length_total': 64978.079000000005, 'street_length_avg': 228.79605281690144, 'street_segments_count': 284, 'node_density_km': 16.559070962187267, 'intersection_density_km': 14.787635463906767, 'edge_density_km': 10009.084847884747, 'street_density_km': 5004.542423942374, 'circuity_avg': 1.0323005040873394, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0323005040873394\n", - "3988\n", - "8980643.820951104\n", - "{'n': 541, 'm': 1504, 'k_avg': 5.56007393715342, 'intersection_count': 486, 'streets_per_node_avg': 2.9593345656192236, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 400, 4: 84, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10166358595194085, 2: 0.0, 3: 0.7393715341959335, 4: 0.15526802218114602, 5: 0.0036968576709796672}, 'edge_length_total': 142880.013, 'edge_length_avg': 95.00000864361702, 'street_length_total': 74075.206, 'street_length_avg': 95.09012323491656, 'street_segments_count': 779, 'node_density_km': 60.24066991031216, 'intersection_density_km': 54.11638738708264, 'edge_density_km': 15909.773936994658, 'street_density_km': 8248.31799109866, 'circuity_avg': 1.0524548191060656, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0524548191060656\n", - "3989\n", - "6989732.29378736\n", - "{'n': 373, 'm': 1029, 'k_avg': 5.517426273458445, 'intersection_count': 343, 'streets_per_node_avg': 3.0616621983914207, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 262, 4: 79, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08042895442359249, 2: 0.0, 3: 0.7024128686327078, 4: 0.21179624664879357, 5: 0.005361930294906166}, 'edge_length_total': 99620.93100000001, 'edge_length_avg': 96.81334402332362, 'street_length_total': 54894.235, 'street_length_avg': 97.85068627450981, 'street_segments_count': 561, 'node_density_km': 53.36398939506328, 'intersection_density_km': 49.07197952414666, 'edge_density_km': 14252.46730673011, 'street_density_km': 7853.5532825472155, 'circuity_avg': 1.060173120543375, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060173120543375\n", - "3990\n", - "12989153.469797235\n", - "{'n': 213, 'm': 561, 'k_avg': 5.267605633802817, 'intersection_count': 181, 'streets_per_node_avg': 2.92018779342723, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 134, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15023474178403756, 2: 0.0, 3: 0.6291079812206573, 4: 0.22065727699530516}, 'edge_length_total': 94614.98300000004, 'edge_length_avg': 168.65415864527637, 'street_length_total': 51076.695000000036, 'street_length_avg': 169.12812913907297, 'street_segments_count': 302, 'node_density_km': 16.39829727897772, 'intersection_density_km': 13.934703321572615, 'edge_density_km': 7284.153137462083, 'street_density_km': 3932.2574114444856, 'circuity_avg': 1.04386616804211, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04386616804211\n", - "3991\n", - "4994588.572520464\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 323, 'm': 782, 'k_avg': 4.842105263157895, 'intersection_count': 228, 'streets_per_node_avg': 2.4674922600619196, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 210, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29411764705882354, 2: 0.0, 3: 0.6501547987616099, 4: 0.05572755417956656}, 'edge_length_total': 86768.93000000001, 'edge_length_avg': 110.95771099744246, 'street_length_total': 43384.46499999997, 'street_length_avg': 110.95771099744238, 'street_segments_count': 391, 'node_density_km': 64.66999139370586, 'intersection_density_km': 45.64940568967472, 'edge_density_km': 17372.58810012714, 'street_density_km': 8686.294050063563, 'circuity_avg': 1.035492387480622, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035492387480622\n", - "3992\n", - "4991040.496240151\n", - "error with entry 3992\n", - "3993\n", - "3991880.2713356055\n", - "{'n': 96, 'm': 285, 'k_avg': 5.9375, 'intersection_count': 94, 'streets_per_node_avg': 3.1875, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 73, 4: 20, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.020833333333333332, 2: 0.0, 3: 0.7604166666666666, 4: 0.20833333333333334, 5: 0.010416666666666666}, 'edge_length_total': 25254.48500000001, 'edge_length_avg': 88.61222807017548, 'street_length_total': 13594.060999999996, 'street_length_avg': 91.85176351351349, 'street_segments_count': 148, 'node_density_km': 24.0488174681352, 'intersection_density_km': 23.54780043754905, 'edge_density_km': 6326.463541841236, 'street_density_km': 3405.4280379134934, 'circuity_avg': 1.02498369252419, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.02498369252419\n", - "3994\n", - "2994269.9731602264\n", - "{'n': 56, 'm': 146, 'k_avg': 5.214285714285714, 'intersection_count': 56, 'streets_per_node_avg': 3.2857142857142856, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 40, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.7142857142857143, 4: 0.2857142857142857}, 'edge_length_total': 29825.984000000004, 'edge_length_avg': 204.28756164383563, 'street_length_total': 17249.358000000007, 'street_length_avg': 200.57393023255824, 'street_segments_count': 86, 'node_density_km': 18.702388395825317, 'intersection_density_km': 18.702388395825317, 'edge_density_km': 9961.020304565565, 'street_density_km': 5760.789158832799, 'circuity_avg': 1.0240111462202732, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0240111462202732\n", - "3995\n", - "13970180.272197712\n", - "{'n': 1113, 'm': 2729, 'k_avg': 4.903863432165319, 'intersection_count': 816, 'streets_per_node_avg': 2.562443845462713, 'streets_per_node_counts': {0: 0, 1: 297, 2: 0, 3: 710, 4: 105, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2668463611859838, 2: 0.0, 3: 0.637915543575921, 4: 0.09433962264150944, 5: 0.0008984725965858042}, 'edge_length_total': 241419.7039999999, 'edge_length_avg': 88.46453059728834, 'street_length_total': 127406.67599999993, 'street_length_avg': 90.48769602272722, 'street_segments_count': 1408, 'node_density_km': 79.66969490114596, 'intersection_density_km': 58.41012671997763, 'edge_density_km': 17281.072920759172, 'street_density_km': 9119.902071239128, 'circuity_avg': 1.120771426109892, 'self_loop_proportion': 0.0014657383657017222, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.120771426109892\n", - "3996\n", - "22975233.689503722\n", - "{'n': 365, 'm': 956, 'k_avg': 5.238356164383561, 'intersection_count': 307, 'streets_per_node_avg': 2.767123287671233, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 276, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1589041095890411, 2: 0.0, 3: 0.7561643835616438, 4: 0.08493150684931507}, 'edge_length_total': 206492.84399999963, 'edge_length_avg': 215.9966987447695, 'street_length_total': 103246.42200000002, 'street_length_avg': 215.99669874476993, 'street_segments_count': 478, 'node_density_km': 15.886671923896511, 'intersection_density_km': 13.362214467496518, 'edge_density_km': 8987.627581535167, 'street_density_km': 4493.813790767593, 'circuity_avg': 1.054293071059645, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054293071059645\n", - "3997\n", - "8989104.572635435\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 1088.098, 'edge_length_avg': 544.049, 'street_length_total': 544.049, 'street_length_avg': 544.049, 'street_segments_count': 1, 'node_density_km': 0.22249157119479787, 'intersection_density_km': 0.11124578559739894, 'edge_density_km': 121.04631681695858, 'street_density_km': 60.52315840847929, 'circuity_avg': 1.000986662925482, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.000986662925482\n", - "3998\n", - "4991075.696496163\n", - "error with entry 3998\n", - "3999\n", - "4991373.980337556\n", - "{'n': 375, 'm': 1095, 'k_avg': 5.84, 'intersection_count': 359, 'streets_per_node_avg': 3.2106666666666666, 'streets_per_node_counts': {0: 0, 1: 16, 2: 1, 3: 250, 4: 105, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.042666666666666665, 2: 0.0026666666666666666, 3: 0.6666666666666666, 4: 0.28, 5: 0.005333333333333333, 6: 0.0026666666666666666}, 'edge_length_total': 102685.43299999999, 'edge_length_avg': 93.7766511415525, 'street_length_total': 56825.484000000026, 'street_length_avg': 97.80634079173842, 'street_segments_count': 581, 'node_density_km': 75.12961390535588, 'intersection_density_km': 71.92408371206069, 'edge_density_km': 20572.578493318102, 'street_density_km': 11384.73779441328, 'circuity_avg': 1.0278585939298248, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0278585939298248\n", - "4000\n", - "6985613.5435276935\n", - "{'n': 71, 'm': 184, 'k_avg': 5.183098591549296, 'intersection_count': 54, 'streets_per_node_avg': 2.7464788732394365, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 38, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23943661971830985, 2: 0.0, 3: 0.5352112676056338, 4: 0.22535211267605634}, 'edge_length_total': 41481.106000000014, 'edge_length_avg': 225.44079347826096, 'street_length_total': 20740.553000000004, 'street_length_avg': 225.4407934782609, 'street_segments_count': 92, 'node_density_km': 10.16374575512882, 'intersection_density_km': 7.730172827844456, 'edge_density_km': 5938.076267965476, 'street_density_km': 2969.0381339827377, 'circuity_avg': 1.022803328605645, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.022803328605645\n", - "4001\n", - "33965979.98563269\n", - "{'n': 1596, 'm': 3987, 'k_avg': 4.996240601503759, 'intersection_count': 1189, 'streets_per_node_avg': 2.5733082706766917, 'streets_per_node_counts': {0: 0, 1: 407, 2: 1, 3: 1056, 4: 130, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2550125313283208, 2: 0.0006265664160401002, 3: 0.6616541353383458, 4: 0.08145363408521303, 5: 0.0012531328320802004}, 'edge_length_total': 535503.5330000019, 'edge_length_avg': 134.31239854527263, 'street_length_total': 271878.04200000013, 'street_length_avg': 133.93006995073898, 'street_segments_count': 2030, 'node_density_km': 46.988192322879954, 'intersection_density_km': 35.005614456080366, 'edge_density_km': 15765.879071544978, 'street_density_km': 8004.422134000025, 'circuity_avg': 1.0408386265291114, 'self_loop_proportion': 0.0005016302984700275, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0408386265291114\n", - "4002\n", - "30973966.011804625\n", - "{'n': 814, 'm': 2207, 'k_avg': 5.422604422604422, 'intersection_count': 698, 'streets_per_node_avg': 2.8316953316953315, 'streets_per_node_counts': {0: 0, 1: 116, 2: 0, 3: 604, 4: 93, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14250614250614252, 2: 0.0, 3: 0.742014742014742, 4: 0.11425061425061425, 5: 0.0012285012285012285}, 'edge_length_total': 413700.8659999997, 'edge_length_avg': 187.44941821477104, 'street_length_total': 207020.30899999975, 'street_length_avg': 186.50478288288267, 'street_segments_count': 1110, 'node_density_km': 26.280134732819583, 'intersection_density_km': 22.535054107503772, 'edge_density_km': 13356.406016663554, 'street_density_km': 6683.687485196482, 'circuity_avg': 1.0367748517161082, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0367748517161082\n", - "4003\n", - "7986582.92494041\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 586, 'm': 1827, 'k_avg': 6.235494880546075, 'intersection_count': 572, 'streets_per_node_avg': 3.24061433447099, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 406, 4: 163, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.023890784982935155, 2: 0.0, 3: 0.6928327645051194, 4: 0.2781569965870307, 5: 0.005119453924914676}, 'edge_length_total': 142987.4130000003, 'edge_length_avg': 78.2634991789821, 'street_length_total': 73621.96299999997, 'street_length_avg': 78.23800531349626, 'street_segments_count': 941, 'node_density_km': 73.37305647576085, 'intersection_density_km': 71.6201165599577, 'edge_density_km': 17903.45312179516, 'street_density_km': 9218.205544463095, 'circuity_avg': 1.0453256549881191, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0453256549881191\n", - "4004\n", - "4993430.584901986\n", - "{'n': 247, 'm': 584, 'k_avg': 4.728744939271255, 'intersection_count': 162, 'streets_per_node_avg': 2.4129554655870447, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 137, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3441295546558704, 2: 0.0, 3: 0.5546558704453441, 4: 0.10121457489878542}, 'edge_length_total': 72048.70600000002, 'edge_length_avg': 123.37107191780825, 'street_length_total': 36024.353000000025, 'street_length_avg': 123.37107191780831, 'street_segments_count': 292, 'node_density_km': 49.464991212018276, 'intersection_density_km': 32.44262581516988, 'edge_density_km': 14428.69882237769, 'street_density_km': 7214.349411188848, 'circuity_avg': 1.068239945076061, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068239945076061\n", - "4005\n", - "6989597.132026306\n", - "{'n': 74, 'm': 181, 'k_avg': 4.891891891891892, 'intersection_count': 56, 'streets_per_node_avg': 2.581081081081081, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 51, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24324324324324326, 2: 0.0, 3: 0.6891891891891891, 4: 0.06756756756756757}, 'edge_length_total': 32417.47799999999, 'edge_length_avg': 179.10208839779, 'street_length_total': 16574.542999999998, 'street_length_avg': 180.1580760869565, 'street_segments_count': 92, 'node_density_km': 10.58716240753452, 'intersection_density_km': 8.01190668678288, 'edge_density_km': 4637.9608706578, 'street_density_km': 2371.3159266441135, 'circuity_avg': 1.0874963708541232, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0874963708541232\n", - "4006\n", - "998352.4627367996\n", - "{'n': 16, 'm': 36, 'k_avg': 4.5, 'intersection_count': 12, 'streets_per_node_avg': 2.625, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 10, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.625, 4: 0.125}, 'edge_length_total': 5063.626000000002, 'edge_length_avg': 140.65627777777783, 'street_length_total': 2531.8129999999996, 'street_length_avg': 140.65627777777775, 'street_segments_count': 18, 'node_density_km': 16.026404097946475, 'intersection_density_km': 12.019803073459856, 'edge_density_km': 5071.9822798042715, 'street_density_km': 2535.9911399021344, 'circuity_avg': 1.0892891358117947, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0892891358117947\n", - "4007\n", - "41950429.45538605\n", - "error with entry 4007\n", - "4008\n", - "8988499.04187564\n", - "{'n': 424, 'm': 954, 'k_avg': 4.5, 'intersection_count': 265, 'streets_per_node_avg': 2.327830188679245, 'streets_per_node_counts': {0: 0, 1: 159, 2: 0, 3: 234, 4: 29, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.375, 2: 0.0, 3: 0.5518867924528302, 4: 0.06839622641509434, 5: 0.0047169811320754715}, 'edge_length_total': 114872.92800000017, 'edge_length_avg': 120.41187421383665, 'street_length_total': 57436.46399999995, 'street_length_avg': 120.41187421383637, 'street_segments_count': 477, 'node_density_km': 47.171390687662964, 'intersection_density_km': 29.48211917978935, 'edge_density_km': 12779.990014442892, 'street_density_km': 6389.995007221431, 'circuity_avg': 1.034738196105899, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034738196105899\n", - "4009\n", - "99789697.72148716\n", - "error with entry 4009\n", - "4010\n", - "5992219.448769428\n", - "{'n': 121, 'm': 274, 'k_avg': 4.528925619834711, 'intersection_count': 88, 'streets_per_node_avg': 2.5702479338842976, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 74, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0, 3: 0.6115702479338843, 4: 0.11570247933884298}, 'edge_length_total': 51842.856999999996, 'edge_length_avg': 189.20750729927005, 'street_length_total': 26881.351000000002, 'street_length_avg': 192.00965000000002, 'street_segments_count': 140, 'node_density_km': 20.192851919808902, 'intersection_density_km': 14.685710487133749, 'edge_density_km': 8651.695326453128, 'street_density_km': 4486.042480557083, 'circuity_avg': 1.0405547854234276, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0405547854234276\n", - "4011\n", - "11981184.094335206\n", - "{'n': 1302, 'm': 3802, 'k_avg': 5.840245775729647, 'intersection_count': 1200, 'streets_per_node_avg': 3.087557603686636, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 888, 4: 306, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07834101382488479, 2: 0.0, 3: 0.6820276497695853, 4: 0.2350230414746544, 5: 0.004608294930875576}, 'edge_length_total': 301979.8540000007, 'edge_length_avg': 79.42657916885868, 'street_length_total': 159978.5720000002, 'street_length_avg': 80.63436088709688, 'street_segments_count': 1984, 'node_density_km': 108.67039432401306, 'intersection_density_km': 100.15704545991987, 'edge_density_km': 25204.50830421503, 'street_density_km': 13352.484257014235, 'circuity_avg': 1.0156858806806588, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0156858806806588\n", - "4012\n", - "5992677.283466823\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 2.7142857142857144, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 0, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.42857142857142855, 2: 0.0, 3: 0.0, 4: 0.5714285714285714}, 'edge_length_total': 8592.246000000001, 'edge_length_avg': 613.7318571428572, 'street_length_total': 4296.1230000000005, 'street_length_avg': 613.7318571428572, 'street_segments_count': 7, 'node_density_km': 1.1680922680939745, 'intersection_density_km': 0.6674812960536998, 'edge_density_km': 1433.7908740230544, 'street_density_km': 716.8954370115272, 'circuity_avg': 1.0060102455331388, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0060102455331388\n", - "4013\n", - "20961661.929032564\n", - "{'n': 112, 'm': 256, 'k_avg': 4.571428571428571, 'intersection_count': 79, 'streets_per_node_avg': 2.4375, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 76, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29464285714285715, 2: 0.0, 3: 0.6785714285714286, 4: 0.026785714285714284}, 'edge_length_total': 80649.15600000002, 'edge_length_avg': 315.03576562500007, 'street_length_total': 40324.57799999997, 'street_length_avg': 315.0357656249998, 'street_segments_count': 128, 'node_density_km': 5.343087794240039, 'intersection_density_km': 3.768785140580027, 'edge_density_km': 3847.4600092800074, 'street_density_km': 1923.730004640002, 'circuity_avg': 1.1236239429319936, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1236239429319936\n", - "4014\n", - "7984647.549402444\n", - "{'n': 233, 'm': 650, 'k_avg': 5.579399141630901, 'intersection_count': 208, 'streets_per_node_avg': 3.0128755364806867, 'streets_per_node_counts': {0: 0, 1: 25, 2: 2, 3: 152, 4: 53, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1072961373390558, 2: 0.008583690987124463, 3: 0.6523605150214592, 4: 0.22746781115879827, 5: 0.004291845493562232}, 'edge_length_total': 84544.24599999988, 'edge_length_avg': 130.0680707692306, 'street_length_total': 43972.08099999999, 'street_length_avg': 128.95038416422284, 'street_segments_count': 341, 'node_density_km': 29.18099998257748, 'intersection_density_km': 26.04999140075586, 'edge_density_km': 10588.350390785505, 'street_density_km': 5507.078518862211, 'circuity_avg': 1.0334352749709057, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0334352749709057\n", - "4015\n", - "281606796.8708886\n", - "error with entry 4015\n", - "4016\n", - "3991512.6617605668\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 137, 'm': 401, 'k_avg': 5.854014598540146, 'intersection_count': 133, 'streets_per_node_avg': 3.0364963503649633, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 120, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.029197080291970802, 2: 0.0, 3: 0.8759124087591241, 4: 0.0948905109489051}, 'edge_length_total': 37052.897999999965, 'edge_length_avg': 92.40124189526176, 'street_length_total': 18592.827000000005, 'street_length_avg': 92.04369801980201, 'street_segments_count': 202, 'node_density_km': 34.32282736128723, 'intersection_density_km': 33.32070101497227, 'edge_density_km': 9282.921323280172, 'street_density_km': 4658.090447294016, 'circuity_avg': 1.0454746700914852, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454746700914852\n", - "4017\n", - "8989698.543846184\n", - "{'n': 1058, 'm': 3208, 'k_avg': 6.064272211720227, 'intersection_count': 1007, 'streets_per_node_avg': 3.1020793950850662, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 799, 4: 206, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.048204158790170135, 2: 0.0, 3: 0.7551984877126654, 4: 0.1947069943289225, 5: 0.001890359168241966}, 'edge_length_total': 201671.91300000044, 'edge_length_avg': 62.865309538653506, 'street_length_total': 104034.65499999984, 'street_length_avg': 63.74672487745088, 'street_segments_count': 1632, 'node_density_km': 117.69026456668496, 'intersection_density_km': 112.01710436545534, 'edge_density_km': 22433.668049753804, 'street_density_km': 11572.65224107162, 'circuity_avg': 1.0386512224177618, 'self_loop_proportion': 0.0006234413965087282, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0386512224177618\n", - "4018\n", - "3992407.4536861684\n", - "{'n': 98, 'm': 231, 'k_avg': 4.714285714285714, 'intersection_count': 69, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 60, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29591836734693877, 2: 0.0, 3: 0.6122448979591837, 4: 0.09183673469387756}, 'edge_length_total': 29848.670000000027, 'edge_length_avg': 129.21502164502175, 'street_length_total': 14998.744999999995, 'street_length_avg': 129.29952586206892, 'street_segments_count': 116, 'node_density_km': 24.54659278564294, 'intersection_density_km': 17.282805124585337, 'edge_density_km': 7476.358649826914, 'street_density_km': 3756.81720214998, 'circuity_avg': 1.058406147359156, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058406147359156\n", - "4019\n", - "15986112.837324014\n", - "{'n': 219, 'm': 538, 'k_avg': 4.9132420091324205, 'intersection_count': 183, 'streets_per_node_avg': 2.7488584474885847, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 166, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1643835616438356, 2: 0.0, 3: 0.7579908675799086, 4: 0.0776255707762557}, 'edge_length_total': 93923.88200000001, 'edge_length_avg': 174.57970631970264, 'street_length_total': 51244.67499999996, 'street_length_avg': 181.07659010600693, 'street_segments_count': 283, 'node_density_km': 13.699390353900403, 'intersection_density_km': 11.44743577517705, 'edge_density_km': 5875.342114482557, 'street_density_km': 3205.5744583733363, 'circuity_avg': 1.039497665816023, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039497665816023\n", - "4020\n", - "117866011.71874098\n", - "{'n': 690, 'm': 1766, 'k_avg': 5.118840579710145, 'intersection_count': 540, 'streets_per_node_avg': 2.6449275362318843, 'streets_per_node_counts': {0: 0, 1: 150, 2: 0, 3: 485, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21739130434782608, 2: 0.0, 3: 0.7028985507246377, 4: 0.07971014492753623}, 'edge_length_total': 434598.5460000004, 'edge_length_avg': 246.09204190260496, 'street_length_total': 217358.00200000004, 'street_length_avg': 245.88009276018104, 'street_segments_count': 884, 'node_density_km': 5.85410492760644, 'intersection_density_km': 4.581473421605041, 'edge_density_km': 3687.2253473466617, 'street_density_km': 1844.1109428447692, 'circuity_avg': 1.0806254473767445, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0806254473767445\n", - "4021\n", - "5992972.154171544\n", - "{'n': 91, 'm': 270, 'k_avg': 5.934065934065934, 'intersection_count': 77, 'streets_per_node_avg': 2.989010989010989, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 50, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0, 3: 0.5494505494505495, 4: 0.2967032967032967}, 'edge_length_total': 42551.464000000014, 'edge_length_avg': 157.59801481481486, 'street_length_total': 21275.732, 'street_length_avg': 157.5980148148148, 'street_segments_count': 135, 'node_density_km': 15.184452331662744, 'intersection_density_km': 12.848382742176168, 'edge_density_km': 7100.227217038061, 'street_density_km': 3550.113608519029, 'circuity_avg': 1.0101212863889775, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0101212863889775\n", - "4022\n", - "60895744.33092024\n", - "{'n': 1777, 'm': 4061, 'k_avg': 4.570624648283624, 'intersection_count': 1280, 'streets_per_node_avg': 2.5756893640967924, 'streets_per_node_counts': {0: 0, 1: 497, 2: 2, 3: 1048, 4: 222, 5: 5, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27968486212718063, 2: 0.0011254924029262803, 3: 0.5897580191333709, 4: 0.12492965672481711, 5: 0.0028137310073157004, 6: 0.0011254924029262803, 7: 0.0005627462014631402}, 'edge_length_total': 658881.8420000015, 'edge_length_avg': 162.24620586062582, 'street_length_total': 371303.54099999956, 'street_length_avg': 166.28013479623806, 'street_segments_count': 2233, 'node_density_km': 29.181021096374312, 'intersection_density_km': 21.019531234304512, 'edge_density_km': 10819.833951277438, 'street_density_km': 6097.36435738856, 'circuity_avg': 1.048191453558561, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048191453558561\n", - "4023\n", - "6990724.956979504\n", - "error with entry 4023\n", - "4024\n", - "21953868.523767468\n", - "{'n': 677, 'm': 1844, 'k_avg': 5.447562776957164, 'intersection_count': 621, 'streets_per_node_avg': 3.121122599704579, 'streets_per_node_counts': {0: 0, 1: 56, 2: 1, 3: 427, 4: 191, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0827178729689808, 2: 0.0014771048744460858, 3: 0.6307237813884786, 4: 0.2821270310192024, 5: 0.0029542097488921715}, 'edge_length_total': 299029.6590000001, 'edge_length_avg': 162.16358947939267, 'street_length_total': 169248.48799999975, 'street_length_avg': 165.60517416829722, 'street_segments_count': 1022, 'node_density_km': 30.837389741451414, 'intersection_density_km': 28.286586454123082, 'edge_density_km': 13620.818521176245, 'street_density_km': 7709.278563674084, 'circuity_avg': 1.02238037501573, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.02238037501573\n", - "4025\n", - "8989385.86409923\n", - "{'n': 263, 'm': 688, 'k_avg': 5.231939163498099, 'intersection_count': 212, 'streets_per_node_avg': 2.7452471482889735, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 179, 4: 31, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19391634980988592, 2: 0.0, 3: 0.6806083650190115, 4: 0.11787072243346007, 5: 0.0076045627376425855}, 'edge_length_total': 99400.53899999992, 'edge_length_avg': 144.47752761627896, 'street_length_total': 49735.482999999964, 'street_length_avg': 143.7441705202311, 'street_segments_count': 346, 'node_density_km': 29.25672609631087, 'intersection_density_km': 23.583368564326634, 'edge_density_km': 11057.54503174397, 'street_density_km': 5532.689746763212, 'circuity_avg': 1.0524240630716133, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0524240630716133\n", - "4026\n", - "45942480.927755006\n", - "{'n': 432, 'm': 1188, 'k_avg': 5.5, 'intersection_count': 386, 'streets_per_node_avg': 2.9166666666666665, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 330, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10648148148148148, 2: 0.0, 3: 0.7638888888888888, 4: 0.12962962962962962}, 'edge_length_total': 223788.79299999986, 'edge_length_avg': 188.37440488215478, 'street_length_total': 117155.6759999999, 'street_length_avg': 192.0584852459015, 'street_segments_count': 610, 'node_density_km': 9.403062074060044, 'intersection_density_km': 8.401810093951799, 'edge_density_km': 4871.064611245307, 'street_density_km': 2550.0511429547814, 'circuity_avg': 1.0472884568370007, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0472884568370007\n", - "4027\n", - "7987714.808363915\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 459, 'm': 1087, 'k_avg': 4.7363834422657956, 'intersection_count': 347, 'streets_per_node_avg': 2.5947712418300655, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 310, 4: 36, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2440087145969499, 2: 0.0, 3: 0.6753812636165577, 4: 0.0784313725490196, 5: 0.002178649237472767}, 'edge_length_total': 115713.93999999989, 'edge_length_avg': 106.452566697332, 'street_length_total': 62721.79900000003, 'street_length_avg': 108.14103275862074, 'street_segments_count': 580, 'node_density_km': 57.46324336960331, 'intersection_density_km': 43.44171121841471, 'edge_density_km': 14486.488661167035, 'street_density_km': 7852.283225525803, 'circuity_avg': 1.0388901440496638, 'self_loop_proportion': 0.0018399264029438822, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0388901440496638\n", - "4028\n", - "6991640.2929053875\n", - "{'n': 185, 'm': 488, 'k_avg': 5.275675675675676, 'intersection_count': 154, 'streets_per_node_avg': 2.789189189189189, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 131, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16756756756756758, 2: 0.0, 3: 0.7081081081081081, 4: 0.12432432432432433}, 'edge_length_total': 76766.78599999998, 'edge_length_avg': 157.308987704918, 'street_length_total': 38383.39299999998, 'street_length_avg': 157.30898770491797, 'street_segments_count': 244, 'node_density_km': 26.460171325994082, 'intersection_density_km': 22.026304779476156, 'edge_density_km': 10979.796268680668, 'street_density_km': 5489.898134340333, 'circuity_avg': 1.0102674174698185, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0102674174698185\n", - "4029\n", - "3996902.6570910583\n", - "{'n': 115, 'm': 310, 'k_avg': 5.391304347826087, 'intersection_count': 97, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 84, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1565217391304348, 2: 0.0, 3: 0.7304347826086957, 4: 0.11304347826086956}, 'edge_length_total': 58096.010000000024, 'edge_length_avg': 187.40648387096783, 'street_length_total': 29048.005, 'street_length_avg': 187.40648387096775, 'street_segments_count': 155, 'node_density_km': 28.772279403896437, 'intersection_density_km': 24.268792192851777, 'edge_density_km': 14535.25766931793, 'street_density_km': 7267.628834658963, 'circuity_avg': 1.0729745426045827, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0729745426045827\n", - "4030\n", - "7989099.55008873\n", - "error with entry 4030\n", - "4031\n", - "4990135.2201896\n", - "{'n': 389, 'm': 1015, 'k_avg': 5.218508997429306, 'intersection_count': 319, 'streets_per_node_avg': 2.763496143958869, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 271, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17994858611825193, 2: 0.0, 3: 0.6966580976863753, 4: 0.12339331619537275}, 'edge_length_total': 87565.61099999995, 'edge_length_avg': 86.27153793103443, 'street_length_total': 45637.23700000002, 'street_length_avg': 87.5954644913628, 'street_segments_count': 521, 'node_density_km': 77.95379941331929, 'intersection_density_km': 63.92612342634667, 'edge_density_km': 17547.743124418357, 'street_density_km': 9145.491051095412, 'circuity_avg': 1.0340812738994734, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0340812738994734\n", - "4032\n", - "6989975.659619726\n", - "{'n': 262, 'm': 709, 'k_avg': 5.412213740458015, 'intersection_count': 230, 'streets_per_node_avg': 2.935114503816794, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 183, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12213740458015267, 2: 0.0, 3: 0.6984732824427481, 4: 0.17938931297709923}, 'edge_length_total': 67657.69799999995, 'edge_length_avg': 95.42693653032433, 'street_length_total': 37465.458000000006, 'street_length_avg': 99.90788800000001, 'street_segments_count': 375, 'node_density_km': 37.482247830066626, 'intersection_density_km': 32.904263362272225, 'edge_density_km': 9679.246580335119, 'street_density_km': 5359.883900087605, 'circuity_avg': 1.0495059041160275, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0495059041160275\n", - "4033\n", - "10976517.804812033\n", - "{'n': 512, 'm': 1166, 'k_avg': 4.5546875, 'intersection_count': 397, 'streets_per_node_avg': 2.671875, 'streets_per_node_counts': {0: 0, 1: 115, 2: 0, 3: 336, 4: 60, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.224609375, 2: 0.0, 3: 0.65625, 4: 0.1171875, 5: 0.001953125}, 'edge_length_total': 117689.35599999988, 'edge_length_avg': 100.93426758147503, 'street_length_total': 65568.20900000003, 'street_length_avg': 97.2822091988131, 'street_segments_count': 674, 'node_density_km': 46.64502979037146, 'intersection_density_km': 36.168118802299745, 'edge_density_km': 10721.920930917238, 'street_density_km': 5973.498168176374, 'circuity_avg': 1.0414532764987274, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0414532764987274\n", - "4034\n", - "2997231.3553315527\n", - "{'n': 116, 'm': 268, 'k_avg': 4.620689655172414, 'intersection_count': 78, 'streets_per_node_avg': 2.456896551724138, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 66, 4: 11, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3275862068965517, 2: 0.0, 3: 0.5689655172413793, 4: 0.09482758620689655, 5: 0.008620689655172414}, 'edge_length_total': 39113.85599999999, 'edge_length_avg': 145.947223880597, 'street_length_total': 19556.928, 'street_length_avg': 145.94722388059702, 'street_segments_count': 134, 'node_density_km': 38.70238438339309, 'intersection_density_km': 26.024017085385008, 'edge_density_km': 13049.995600247292, 'street_density_km': 6524.997800123647, 'circuity_avg': 1.0901692776073781, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0901692776073781\n", - "4035\n", - "4988790.147612291\n", - "{'n': 298, 'm': 873, 'k_avg': 5.859060402684563, 'intersection_count': 279, 'streets_per_node_avg': 3.1375838926174495, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 201, 4: 77, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06375838926174497, 2: 0.0, 3: 0.674496644295302, 4: 0.25838926174496646, 5: 0.003355704697986577}, 'edge_length_total': 100537.4919999998, 'edge_length_avg': 115.16322107674661, 'street_length_total': 52393.73599999998, 'street_length_avg': 115.65946136865338, 'street_segments_count': 453, 'node_density_km': 59.73392168893438, 'intersection_density_km': 55.92538305776071, 'edge_density_km': 20152.680113858572, 'street_density_km': 10502.293030921815, 'circuity_avg': 1.0228652933620221, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0228652933620221\n", - "4036\n", - "10976231.053347996\n", - "{'n': 858, 'm': 2437, 'k_avg': 5.68065268065268, 'intersection_count': 803, 'streets_per_node_avg': 3.113053613053613, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 607, 4: 187, 5: 7, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0641025641025641, 2: 0.0, 3: 0.7074592074592074, 4: 0.21794871794871795, 5: 0.008158508158508158, 6: 0.002331002331002331}, 'edge_length_total': 227598.70700000002, 'edge_length_avg': 93.3929860484202, 'street_length_total': 123425.12599999997, 'street_length_avg': 95.23543672839504, 'street_segments_count': 1296, 'node_density_km': 78.16890841946069, 'intersection_density_km': 73.15808095667475, 'edge_density_km': 20735.597300548565, 'street_density_km': 11244.763835611184, 'circuity_avg': 1.0350695677341744, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0350695677341744\n", - "4037\n", - "6985168.740881762\n", - "{'n': 185, 'm': 528, 'k_avg': 5.708108108108108, 'intersection_count': 159, 'streets_per_node_avg': 2.902702702702703, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 126, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14054054054054055, 2: 0.0, 3: 0.6810810810810811, 4: 0.17297297297297298, 5: 0.005405405405405406}, 'edge_length_total': 73529.93600000005, 'edge_length_avg': 139.2612424242425, 'street_length_total': 36764.96800000001, 'street_length_avg': 139.26124242424245, 'street_segments_count': 264, 'node_density_km': 26.484685891302725, 'intersection_density_km': 22.76251382009261, 'edge_density_km': 10526.579776041046, 'street_density_km': 5263.289888020521, 'circuity_avg': 1.0346483970005182, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0346483970005182\n", - "4038\n", - "4989496.292844669\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 537, 'm': 1559, 'k_avg': 5.80633147113594, 'intersection_count': 500, 'streets_per_node_avg': 3.0707635009310987, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 391, 4: 106, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06890130353817504, 2: 0.0, 3: 0.7281191806331471, 4: 0.1973929236499069, 5: 0.00558659217877095}, 'edge_length_total': 105973.1679999999, 'edge_length_avg': 67.97509172546498, 'street_length_total': 54718.505, 'street_length_avg': 68.05784203980099, 'street_segments_count': 804, 'node_density_km': 107.62609459598163, 'intersection_density_km': 100.21051638359555, 'edge_density_km': 21239.25177617103, 'street_density_km': 10966.73928357671, 'circuity_avg': 1.0447362978699077, 'self_loop_proportion': 0.0012828736369467607, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0447362978699077\n", - "4039\n", - "5988781.455897585\n", - "{'n': 205, 'm': 634, 'k_avg': 6.185365853658537, 'intersection_count': 193, 'streets_per_node_avg': 3.151219512195122, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 139, 4: 53, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05853658536585366, 2: 0.0, 3: 0.6780487804878049, 4: 0.25853658536585367, 5: 0.004878048780487805}, 'edge_length_total': 55786.39799999994, 'edge_length_avg': 87.9911640378548, 'street_length_total': 28246.40800000002, 'street_length_avg': 88.54673354231981, 'street_segments_count': 319, 'node_density_km': 34.2306697129717, 'intersection_density_km': 32.226923193187986, 'edge_density_km': 9315.150070314063, 'street_density_km': 4716.55347719923, 'circuity_avg': 1.0291478166301855, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0291478166301855\n", - "4040\n", - "10986026.721874252\n", - "{'n': 289, 'm': 718, 'k_avg': 4.968858131487889, 'intersection_count': 208, 'streets_per_node_avg': 2.519031141868512, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 185, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28027681660899656, 2: 0.0, 3: 0.6401384083044983, 4: 0.07958477508650519}, 'edge_length_total': 117705.65800000002, 'edge_length_avg': 163.93545682451256, 'street_length_total': 58852.82900000003, 'street_length_avg': 163.9354568245126, 'street_segments_count': 359, 'node_density_km': 26.306143915030972, 'intersection_density_km': 18.933141641267966, 'edge_density_km': 10714.124494676184, 'street_density_km': 5357.062247338094, 'circuity_avg': 1.031977818492074, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.031977818492074\n", - "4041\n", - "7983363.703568462\n", - "{'n': 113, 'm': 281, 'k_avg': 4.9734513274336285, 'intersection_count': 85, 'streets_per_node_avg': 2.6106194690265485, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 73, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24778761061946902, 2: 0.0, 3: 0.6460176991150443, 4: 0.10619469026548672}, 'edge_length_total': 46447.206999999966, 'edge_length_avg': 165.29255160142336, 'street_length_total': 23321.136999999995, 'street_length_avg': 161.95234027777775, 'street_segments_count': 144, 'node_density_km': 14.154434671376732, 'intersection_density_km': 10.647141124486923, 'edge_density_km': 5817.999620791253, 'street_density_km': 2921.2169037940416, 'circuity_avg': 1.0696405637299329, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0696405637299329\n", - "4042\n", - "9978736.714779207\n", - "{'n': 172, 'm': 446, 'k_avg': 5.186046511627907, 'intersection_count': 125, 'streets_per_node_avg': 2.691860465116279, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 84, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27325581395348836, 2: 0.0, 3: 0.4883720930232558, 4: 0.23837209302325582}, 'edge_length_total': 88644.52500000007, 'edge_length_avg': 198.75454035874455, 'street_length_total': 44380.707999999984, 'street_length_avg': 198.12816071428566, 'street_segments_count': 224, 'node_density_km': 17.236650782183276, 'intersection_density_km': 12.526635742865752, 'edge_density_km': 8883.341402194861, 'street_density_km': 4447.527705011903, 'circuity_avg': 1.0564338299941582, 'self_loop_proportion': 0.004484304932735426, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0564338299941582\n", - "4043\n", - "15981609.764982767\n", - "{'n': 375, 'm': 1022, 'k_avg': 5.450666666666667, 'intersection_count': 330, 'streets_per_node_avg': 2.8933333333333335, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 280, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12, 2: 0.0, 3: 0.7466666666666667, 4: 0.13333333333333333}, 'edge_length_total': 162554.2840000001, 'edge_length_avg': 159.05507240704512, 'street_length_total': 83586.58200000005, 'street_length_avg': 158.00866162570898, 'street_segments_count': 529, 'node_density_km': 23.464469819658643, 'intersection_density_km': 20.648733441299605, 'edge_density_km': 10171.33357593126, 'street_density_km': 5230.172881779797, 'circuity_avg': 1.0274108095836068, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0274108095836068\n", - "4044\n", - "7990496.038369341\n", - "{'n': 10, 'm': 21, 'k_avg': 4.2, 'intersection_count': 8, 'streets_per_node_avg': 2.7, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 7, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.7, 4: 0.1}, 'edge_length_total': 12848.346000000001, 'edge_length_avg': 611.826, 'street_length_total': 6949.419000000001, 'street_length_avg': 631.7653636363638, 'street_segments_count': 11, 'node_density_km': 1.251486760268859, 'intersection_density_km': 1.0011894082150874, 'edge_density_km': 1607.9534910353357, 'street_density_km': 869.7105870060856, 'circuity_avg': 1.0408230871490904, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0408230871490904\n", - "4045\n", - "17974040.472756915\n", - "error with entry 4045\n", - "4046\n", - "3991689.5682599954\n", - "{'n': 9, 'm': 18, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 2.5555555555555554, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.7777777777777778}, 'edge_length_total': 7529.621999999999, 'edge_length_avg': 418.3123333333333, 'street_length_total': 3764.8109999999997, 'street_length_avg': 418.3123333333333, 'street_segments_count': 9, 'node_density_km': 2.2546843500966838, 'intersection_density_km': 1.7536433834085319, 'edge_density_km': 1886.3245428381879, 'street_density_km': 943.1622714190939, 'circuity_avg': 1.0645249823421798, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0645249823421798\n", - "4047\n", - "3994344.44138629\n", - "{'n': 232, 'm': 646, 'k_avg': 5.568965517241379, 'intersection_count': 204, 'streets_per_node_avg': 3.0086206896551726, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 157, 4: 38, 5: 7, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1206896551724138, 2: 0.0, 3: 0.6767241379310345, 4: 0.16379310344827586, 5: 0.03017241379310345, 6: 0.008620689655172414}, 'edge_length_total': 68290.51700000008, 'edge_length_avg': 105.71287461300322, 'street_length_total': 36727.94600000002, 'street_length_avg': 109.30936309523815, 'street_segments_count': 336, 'node_density_km': 58.08212171093621, 'intersection_density_km': 51.07221046996115, 'edge_density_km': 17096.80224179639, 'street_density_km': 9194.987197261611, 'circuity_avg': 1.0632870302393083, 'self_loop_proportion': 0.0030959752321981426, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0632870302393083\n", - "4048\n", - "10990772.2106357\n", - "{'n': 483, 'm': 1092, 'k_avg': 4.521739130434782, 'intersection_count': 310, 'streets_per_node_avg': 2.3561076604554865, 'streets_per_node_counts': {0: 0, 1: 173, 2: 0, 3: 275, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3581780538302277, 2: 0.0, 3: 0.5693581780538303, 4: 0.07246376811594203}, 'edge_length_total': 136729.84400000016, 'edge_length_avg': 125.21047985348, 'street_length_total': 68364.92199999995, 'street_length_avg': 125.21047985347975, 'street_segments_count': 546, 'node_density_km': 43.94595673019263, 'intersection_density_km': 28.205479474864834, 'edge_density_km': 12440.421963043467, 'street_density_km': 6220.210981521722, 'circuity_avg': 1.0992455714315381, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0992455714315381\n", - "4049\n", - "2998330.6820318596\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 8, 'm': 14, 'k_avg': 3.5, 'intersection_count': 5, 'streets_per_node_avg': 2.25, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.375, 2: 0.0, 3: 0.625}, 'edge_length_total': 3027.6259999999997, 'edge_length_avg': 216.259, 'street_length_total': 1513.8129999999996, 'street_length_avg': 216.25899999999996, 'street_segments_count': 7, 'node_density_km': 2.6681513309861775, 'intersection_density_km': 1.6675945818663611, 'edge_density_km': 1009.7705427035446, 'street_density_km': 504.8852713517722, 'circuity_avg': 1.0215946855961595, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0215946855961595\n", - "4050\n", - "29963159.040541004\n", - "{'n': 1115, 'm': 2492, 'k_avg': 4.469955156950673, 'intersection_count': 687, 'streets_per_node_avg': 2.283408071748879, 'streets_per_node_counts': {0: 0, 1: 428, 2: 0, 3: 631, 4: 55, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38385650224215245, 2: 0.0, 3: 0.5659192825112107, 4: 0.04932735426008968, 5: 0.0008968609865470852}, 'edge_length_total': 329197.736, 'edge_length_avg': 132.1018202247191, 'street_length_total': 164598.8679999997, 'street_length_avg': 132.10182022471886, 'street_segments_count': 1246, 'node_density_km': 37.21236464056989, 'intersection_density_km': 22.928156509481177, 'edge_density_km': 10986.749946979426, 'street_density_km': 5493.374973489703, 'circuity_avg': 1.0646591030272332, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0646591030272332\n", - "4051\n", - "33928980.01194968\n", - "{'n': 3113, 'm': 9229, 'k_avg': 5.929328621908128, 'intersection_count': 2914, 'streets_per_node_avg': 3.1066495342113716, 'streets_per_node_counts': {0: 0, 1: 199, 2: 0, 3: 2197, 4: 704, 5: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06392547381946675, 2: 0.0, 3: 0.7057500803083842, 4: 0.22614840989399293, 5: 0.004176035978156119}, 'edge_length_total': 729822.0540000002, 'edge_length_avg': 79.07921269910068, 'street_length_total': 384123.7539999991, 'street_length_avg': 79.95914945878415, 'street_segments_count': 4804, 'node_density_km': 91.75047404618739, 'intersection_density_km': 85.88528151962417, 'edge_density_km': 21510.285712772948, 'street_density_km': 11321.405885609054, 'circuity_avg': 1.0290406542188477, 'self_loop_proportion': 0.00021670820240546104, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0290406542188477\n", - "4052\n", - "27950077.193873335\n", - "{'n': 1857, 'm': 5096, 'k_avg': 5.488422186322024, 'intersection_count': 1601, 'streets_per_node_avg': 2.9009154550350025, 'streets_per_node_counts': {0: 0, 1: 256, 2: 0, 3: 1273, 4: 328}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13785675821217017, 2: 0.0, 3: 0.6855142703284868, 4: 0.17662897145934303}, 'edge_length_total': 456839.81400000135, 'edge_length_avg': 89.64674529042412, 'street_length_total': 246542.13499999992, 'street_length_avg': 92.61537753568743, 'street_segments_count': 2662, 'node_density_km': 66.43988805895158, 'intersection_density_km': 57.28070047516505, 'edge_density_km': 16344.849813156896, 'street_density_km': 8820.803366297752, 'circuity_avg': 1.0629469166249532, 'self_loop_proportion': 0.0015698587127158557, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0629469166249532\n", - "4053\n", - "3991802.0056817895\n", - "{'n': 2, 'm': 4, 'k_avg': 4.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 3816.4120000000003, 'edge_length_avg': 954.1030000000001, 'street_length_total': 1908.2060000000001, 'street_length_avg': 954.1030000000001, 'street_segments_count': 2, 'node_density_km': 0.5010268538252325, 'intersection_density_km': 0.5010268538252325, 'edge_density_km': 956.0624486304317, 'street_density_km': 478.03122431521587, 'circuity_avg': 2.7313897395095195, 'self_loop_proportion': 0.5, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 2.7313897395095195\n", - "4054\n", - "8981078.433763737\n", - "{'n': 100, 'm': 273, 'k_avg': 5.46, 'intersection_count': 94, 'streets_per_node_avg': 3.03, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 79, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06, 2: 0.0, 3: 0.79, 4: 0.15}, 'edge_length_total': 46822.623999999974, 'edge_length_avg': 171.51144322344314, 'street_length_total': 26296.357999999982, 'street_length_avg': 183.89061538461524, 'street_segments_count': 143, 'node_density_km': 11.1345202847864, 'intersection_density_km': 10.466449067699218, 'edge_density_km': 5213.474567149263, 'street_density_km': 2927.9733156700495, 'circuity_avg': 1.0414422667308911, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0414422667308911\n", - "4055\n", - "4989522.713683843\n", - "{'n': 125, 'm': 320, 'k_avg': 5.12, 'intersection_count': 99, 'streets_per_node_avg': 2.656, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 90, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.208, 2: 0.0, 3: 0.72, 4: 0.072}, 'edge_length_total': 45643.21199999999, 'edge_length_avg': 142.63503749999998, 'street_length_total': 22821.606000000007, 'street_length_avg': 142.63503750000004, 'street_segments_count': 160, 'node_density_km': 25.052496435618096, 'intersection_density_km': 19.841577177009533, 'edge_density_km': 9147.811247521287, 'street_density_km': 4573.9056237606455, 'circuity_avg': 1.062936100160649, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062936100160649\n", - "4056\n", - "5992408.238088806\n", - "{'n': 121, 'm': 314, 'k_avg': 5.190082644628099, 'intersection_count': 105, 'streets_per_node_avg': 2.8677685950413223, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 89, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1322314049586777, 2: 0.0, 3: 0.7355371900826446, 4: 0.1322314049586777}, 'edge_length_total': 66890.24000000003, 'edge_length_avg': 213.02624203821668, 'street_length_total': 33445.120000000024, 'street_length_avg': 213.0262420382167, 'street_segments_count': 157, 'node_density_km': 20.192215749071067, 'intersection_density_km': 17.522170691342662, 'edge_density_km': 11162.497170141689, 'street_density_km': 5581.248585070845, 'circuity_avg': 1.0395542763643253, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0395542763643253\n", - "4057\n", - "13971210.320159782\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 5, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.7142857142857143}, 'edge_length_total': 18664.46, 'edge_length_avg': 1555.3716666666667, 'street_length_total': 9332.23, 'street_length_avg': 1555.3716666666667, 'street_segments_count': 6, 'node_density_km': 0.5010303216106723, 'intersection_density_km': 0.3578788011504802, 'edge_density_km': 1335.9229137842183, 'street_density_km': 667.9614568921091, 'circuity_avg': 1.4357244130149136, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4357244130149136\n", - "4058\n", - "5992537.814881251\n", - "{'n': 275, 'm': 814, 'k_avg': 5.92, 'intersection_count': 256, 'streets_per_node_avg': 3.050909090909091, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 206, 4: 48, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06909090909090909, 2: 0.0, 3: 0.7490909090909091, 4: 0.17454545454545456, 5: 0.007272727272727273}, 'edge_length_total': 87711.56800000003, 'edge_length_avg': 107.75376904176908, 'street_length_total': 43855.78400000002, 'street_length_avg': 107.75376904176909, 'street_segments_count': 407, 'node_density_km': 45.89040711884927, 'intersection_density_km': 42.71979717245605, 'edge_density_km': 14636.79841655503, 'street_density_km': 7318.399208277516, 'circuity_avg': 1.040733066631148, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040733066631148\n", - "4059\n", - "1998455.3669291523\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 89, 'm': 194, 'k_avg': 4.359550561797753, 'intersection_count': 56, 'streets_per_node_avg': 2.3146067415730336, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 51, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3707865168539326, 2: 0.0, 3: 0.5730337078651685, 4: 0.056179775280898875}, 'edge_length_total': 26204.269999999968, 'edge_length_avg': 135.07355670103075, 'street_length_total': 13102.135000000002, 'street_length_avg': 135.07355670103095, 'street_segments_count': 97, 'node_density_km': 44.53439464938281, 'intersection_density_km': 28.021641577139746, 'edge_density_km': 13112.261816617765, 'street_density_km': 6556.130908308892, 'circuity_avg': 1.0621926408025135, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0621926408025135\n", - "4060\n", - "9987732.11876086\n", - "{'n': 246, 'm': 636, 'k_avg': 5.170731707317073, 'intersection_count': 195, 'streets_per_node_avg': 2.6910569105691056, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 169, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2073170731707317, 2: 0.0, 3: 0.6869918699186992, 4: 0.10569105691056911}, 'edge_length_total': 121494.0359999999, 'edge_length_avg': 191.0283584905659, 'street_length_total': 60747.01800000001, 'street_length_avg': 191.02835849056606, 'street_segments_count': 318, 'node_density_km': 24.63021605654761, 'intersection_density_km': 19.523951752141397, 'edge_density_km': 12164.326651471427, 'street_density_km': 6082.163325735719, 'circuity_avg': 1.0242344262172665, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0242344262172665\n", - "4061\n", - "5986642.156088467\n", - "{'n': 581, 'm': 1709, 'k_avg': 5.882960413080895, 'intersection_count': 548, 'streets_per_node_avg': 3.0946643717728053, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 427, 4: 121}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05679862306368331, 2: 0.0, 3: 0.7349397590361446, 4: 0.2082616179001721}, 'edge_length_total': 154594.392, 'edge_length_avg': 90.45897717963722, 'street_length_total': 80067.08400000009, 'street_length_avg': 90.6761993204984, 'street_segments_count': 883, 'node_density_km': 97.04939511193567, 'intersection_density_km': 91.53712310041436, 'edge_density_km': 25823.222429083417, 'street_density_km': 13374.289278100776, 'circuity_avg': 1.024908779214733, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024908779214733\n", - "4062\n", - "4996178.770025817\n", - "{'n': 232, 'm': 552, 'k_avg': 4.758620689655173, 'intersection_count': 160, 'streets_per_node_avg': 2.456896551724138, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 144, 4: 14, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3103448275862069, 2: 0.0, 3: 0.6206896551724138, 4: 0.0603448275862069, 5: 0.008620689655172414}, 'edge_length_total': 64698.70599999989, 'edge_length_avg': 117.20780072463748, 'street_length_total': 32349.353000000017, 'street_length_avg': 117.20780072463775, 'street_segments_count': 276, 'node_density_km': 46.43548813582609, 'intersection_density_km': 32.024474576431786, 'edge_density_km': 12949.637908906445, 'street_density_km': 6474.818954453237, 'circuity_avg': 1.1054636713052801, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1054636713052801\n", - "4063\n", - "4995210.967068031\n", - "{'n': 257, 'm': 747, 'k_avg': 5.813229571984436, 'intersection_count': 230, 'streets_per_node_avg': 3.046692607003891, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 165, 4: 64, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10505836575875487, 2: 0.0, 3: 0.642023346303502, 4: 0.2490272373540856, 5: 0.0038910505836575876}, 'edge_length_total': 89924.50700000009, 'edge_length_avg': 120.38086613119155, 'street_length_total': 45744.63199999998, 'street_length_avg': 120.69823746701843, 'street_segments_count': 379, 'node_density_km': 51.44927845777206, 'intersection_density_km': 46.044101343531416, 'edge_density_km': 18002.14397206567, 'street_density_km': 9157.697703176302, 'circuity_avg': 1.043404123194745, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043404123194745\n", - "4064\n", - "4993871.446634999\n", - "{'n': 149, 'm': 332, 'k_avg': 4.456375838926174, 'intersection_count': 99, 'streets_per_node_avg': 2.402684563758389, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 89, 4: 9, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33557046979865773, 2: 0.0, 3: 0.5973154362416108, 4: 0.06040268456375839, 5: 0.006711409395973154}, 'edge_length_total': 53172.42200000001, 'edge_length_avg': 160.15789759036147, 'street_length_total': 26586.210999999992, 'street_length_avg': 160.1578975903614, 'street_segments_count': 166, 'node_density_km': 29.83657100352475, 'intersection_density_km': 19.82429885469094, 'edge_density_km': 10647.535197532765, 'street_density_km': 5323.76759876638, 'circuity_avg': 1.0840387371107505, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0840387371107505\n", - "4065\n", - "3995008.056028255\n", - "{'n': 90, 'm': 216, 'k_avg': 4.8, 'intersection_count': 69, 'streets_per_node_avg': 2.6222222222222222, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 61, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23333333333333334, 2: 0.0, 3: 0.6777777777777778, 4: 0.08888888888888889}, 'edge_length_total': 36823.29399999998, 'edge_length_avg': 170.47821296296286, 'street_length_total': 18411.647000000004, 'street_length_avg': 170.478212962963, 'street_segments_count': 108, 'node_density_km': 22.528114771682322, 'intersection_density_km': 17.27155465828978, 'edge_density_km': 9217.326594482229, 'street_density_km': 4608.663297241118, 'circuity_avg': 1.0307348393157727, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0307348393157727\n", - "4066\n", - "6994550.3502893215\n", - "{'n': 197, 'm': 578, 'k_avg': 5.868020304568528, 'intersection_count': 177, 'streets_per_node_avg': 3.00507614213198, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 136, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10152284263959391, 2: 0.0, 3: 0.6903553299492385, 4: 0.20812182741116753}, 'edge_length_total': 74171.34799999995, 'edge_length_avg': 128.3241314878892, 'street_length_total': 37085.67399999999, 'street_length_avg': 128.32413148788925, 'street_segments_count': 289, 'node_density_km': 28.16478402959117, 'intersection_density_km': 25.305415092576837, 'edge_density_km': 10604.162424383998, 'street_density_km': 5302.081212192002, 'circuity_avg': 1.0270606930683337, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0270606930683337\n", - "4067\n", - "7993306.3715768475\n", - "{'n': 71, 'm': 177, 'k_avg': 4.985915492957746, 'intersection_count': 60, 'streets_per_node_avg': 2.816901408450704, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 51, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15492957746478872, 2: 0.0, 3: 0.7183098591549296, 4: 0.1267605633802817}, 'edge_length_total': 52343.399999999994, 'edge_length_avg': 295.72542372881355, 'street_length_total': 27367.858, 'street_length_avg': 297.47671739130436, 'street_segments_count': 92, 'node_density_km': 8.882431962381265, 'intersection_density_km': 7.506280531589801, 'edge_density_km': 6548.4040729536255, 'street_density_km': 3423.8469949452365, 'circuity_avg': 1.0758849145656018, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0758849145656018\n", - "4068\n", - "7994020.558054812\n", - "{'n': 339, 'm': 943, 'k_avg': 5.563421828908554, 'intersection_count': 296, 'streets_per_node_avg': 2.9528023598820057, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 227, 4: 68, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12684365781710916, 2: 0.0, 3: 0.6696165191740413, 4: 0.20058997050147492, 5: 0.0029498525073746312}, 'edge_length_total': 99634.56900000008, 'edge_length_avg': 105.65701908801705, 'street_length_total': 52417.135999999984, 'street_length_avg': 107.85418930041149, 'street_segments_count': 486, 'node_density_km': 42.406696047137636, 'intersection_density_km': 37.02767560458035, 'edge_density_km': 12463.636824101963, 'street_density_km': 6557.042932193142, 'circuity_avg': 1.032147401921114, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.032147401921114\n", - "4069\n", - "4994532.214954179\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 212, 'm': 601, 'k_avg': 5.669811320754717, 'intersection_count': 191, 'streets_per_node_avg': 2.990566037735849, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 151, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09905660377358491, 2: 0.0, 3: 0.7122641509433962, 4: 0.18867924528301888}, 'edge_length_total': 90295.28800000006, 'edge_length_avg': 150.24174376039943, 'street_length_total': 45185.985000000015, 'street_length_avg': 150.11955149501665, 'street_segments_count': 301, 'node_density_km': 42.44641757745574, 'intersection_density_km': 38.24181960987758, 'edge_density_km': 18078.827828889767, 'street_density_km': 9047.090509238926, 'circuity_avg': 1.0605544941252203, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0605544941252203\n", - "4070\n", - "11991870.51388363\n", - "{'n': 141, 'm': 404, 'k_avg': 5.7304964539007095, 'intersection_count': 127, 'streets_per_node_avg': 2.978723404255319, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 102, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09929078014184398, 2: 0.0, 3: 0.723404255319149, 4: 0.1773049645390071}, 'edge_length_total': 85528.64599999996, 'edge_length_avg': 211.7045693069306, 'street_length_total': 42764.323000000026, 'street_length_avg': 211.7045693069308, 'street_segments_count': 202, 'node_density_km': 11.757965518119693, 'intersection_density_km': 10.590507948944689, 'edge_density_km': 7132.218939570676, 'street_density_km': 3566.109469785342, 'circuity_avg': 1.0446717001939165, 'self_loop_proportion': 0.0049504950495049506, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0446717001939165\n", - "4071\n", - "11984587.959641268\n", - "{'n': 391, 'm': 1022, 'k_avg': 5.227621483375959, 'intersection_count': 359, 'streets_per_node_avg': 3.040920716112532, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 280, 4: 78, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08184143222506395, 2: 0.0, 3: 0.7161125319693095, 4: 0.19948849104859334, 5: 0.0025575447570332483}, 'edge_length_total': 135923.08599999998, 'edge_length_avg': 132.99714872798432, 'street_length_total': 79837.397, 'street_length_avg': 137.17765807560136, 'street_segments_count': 582, 'node_density_km': 32.62523512003192, 'intersection_density_km': 29.95513915112905, 'edge_density_km': 11341.490125294931, 'street_density_km': 6661.672246793685, 'circuity_avg': 1.090930008296466, 'self_loop_proportion': 0.003913894324853229, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.090930008296466\n", - "4072\n", - "8989316.384873534\n", - "{'n': 287, 'm': 795, 'k_avg': 5.54006968641115, 'intersection_count': 256, 'streets_per_node_avg': 3.010452961672474, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 192, 4: 63, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10801393728222997, 2: 0.0, 3: 0.6689895470383276, 4: 0.21951219512195122, 5: 0.003484320557491289}, 'edge_length_total': 129104.926, 'edge_length_avg': 162.39613333333335, 'street_length_total': 66290.34299999995, 'street_length_avg': 161.2903722627736, 'street_segments_count': 411, 'node_density_km': 31.92678816855745, 'intersection_density_km': 28.478250073695843, 'edge_density_km': 14362.040501460926, 'street_density_km': 7374.347521191685, 'circuity_avg': 1.0118449057442935, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0118449057442935\n", - "4073\n", - "8991433.561596893\n", - "{'n': 242, 'm': 638, 'k_avg': 5.2727272727272725, 'intersection_count': 203, 'streets_per_node_avg': 2.7975206611570247, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 174, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16115702479338842, 2: 0.0, 3: 0.71900826446281, 4: 0.11983471074380166}, 'edge_length_total': 97570.66200000013, 'edge_length_avg': 152.9320721003137, 'street_length_total': 48785.331000000006, 'street_length_avg': 152.9320721003135, 'street_segments_count': 319, 'node_density_km': 26.91450682943382, 'intersection_density_km': 22.57704498502093, 'edge_density_km': 10851.51342459249, 'street_density_km': 5425.756712296237, 'circuity_avg': 1.0467193060964364, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0467193060964364\n", - "4074\n", - "2998065.0010190005\n", - "{'n': 11, 'm': 20, 'k_avg': 3.6363636363636362, 'intersection_count': 7, 'streets_per_node_avg': 2.6363636363636362, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 3, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.36363636363636365, 2: 0.0, 3: 0.2727272727272727, 4: 0.36363636363636365}, 'edge_length_total': 6301.772999999999, 'edge_length_avg': 315.08865, 'street_length_total': 5217.768999999999, 'street_length_avg': 401.3668461538461, 'street_segments_count': 13, 'node_density_km': 3.669033191829148, 'intersection_density_km': 2.334839303891276, 'edge_density_km': 2101.9467549429764, 'street_density_km': 1740.3788771179252, 'circuity_avg': 1.0189484713755539, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0189484713755539\n", - "4075\n", - "19978429.06603852\n", - "{'n': 206, 'm': 652, 'k_avg': 6.330097087378641, 'intersection_count': 189, 'streets_per_node_avg': 3.2233009708737863, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 109, 4: 80}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0825242718446602, 2: 0.0, 3: 0.529126213592233, 4: 0.3883495145631068}, 'edge_length_total': 123222.33800000012, 'edge_length_avg': 188.99131595092044, 'street_length_total': 61611.16899999996, 'street_length_avg': 188.99131595092013, 'street_segments_count': 326, 'node_density_km': 10.311121025535533, 'intersection_density_km': 9.460203271001047, 'edge_density_km': 6167.769127026443, 'street_density_km': 3083.8845635132166, 'circuity_avg': 1.0143009025551657, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0143009025551657\n", - "4076\n", - "5988292.081133371\n", - "{'n': 522, 'm': 1511, 'k_avg': 5.789272030651341, 'intersection_count': 477, 'streets_per_node_avg': 3.07088122605364, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 352, 4: 123, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08620689655172414, 2: 0.0, 3: 0.6743295019157088, 4: 0.23563218390804597, 5: 0.0038314176245210726}, 'edge_length_total': 134236.71899999987, 'edge_length_avg': 88.83965519523485, 'street_length_total': 69883.46600000001, 'street_length_avg': 89.82450642673524, 'street_segments_count': 778, 'node_density_km': 87.17009673669824, 'intersection_density_km': 79.6554332249139, 'edge_density_km': 22416.528315798787, 'street_density_km': 11670.016267271578, 'circuity_avg': 1.0280474493279046, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0280474493279046\n", - "4077\n", - "3996504.4322968\n", - "{'n': 263, 'm': 738, 'k_avg': 5.612167300380228, 'intersection_count': 233, 'streets_per_node_avg': 2.946768060836502, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 187, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11406844106463879, 2: 0.0, 3: 0.7110266159695817, 4: 0.17490494296577946}, 'edge_length_total': 69328.45999999998, 'edge_length_avg': 93.94100271002706, 'street_length_total': 36634.97199999999, 'street_length_avg': 96.6621952506596, 'street_segments_count': 379, 'node_density_km': 65.80750865046666, 'intersection_density_km': 58.3009487283602, 'edge_density_km': 17347.27464324536, 'street_density_km': 9166.753752089744, 'circuity_avg': 1.0512817037505027, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0512817037505027\n", - "4078\n", - "3991854.238821014\n", - "{'n': 319, 'm': 848, 'k_avg': 5.316614420062696, 'intersection_count': 273, 'streets_per_node_avg': 2.830721003134796, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 236, 4: 36, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14420062695924765, 2: 0.0, 3: 0.7398119122257053, 4: 0.11285266457680251, 5: 0.003134796238244514}, 'edge_length_total': 71158.27599999991, 'edge_length_avg': 83.91306132075461, 'street_length_total': 37498.18899999999, 'street_length_avg': 85.80821281464529, 'street_segments_count': 437, 'node_density_km': 79.91273751874668, 'intersection_density_km': 68.38927066651362, 'edge_density_km': 17825.870320609796, 'street_density_km': 9393.676912179792, 'circuity_avg': 1.0736261106646487, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0736261106646487\n", - "4079\n", - "7989342.505053131\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 76, 'm': 166, 'k_avg': 4.368421052631579, 'intersection_count': 45, 'streets_per_node_avg': 2.263157894736842, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 39, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.40789473684210525, 2: 0.0, 3: 0.5131578947368421, 4: 0.07894736842105263}, 'edge_length_total': 42735.337999999974, 'edge_length_avg': 257.44179518072275, 'street_length_total': 21367.669000000013, 'street_length_avg': 257.44179518072303, 'street_segments_count': 83, 'node_density_km': 9.512672657597445, 'intersection_density_km': 5.632503547261646, 'edge_density_km': 5349.043175076117, 'street_density_km': 2674.521587538062, 'circuity_avg': 1.0934127903909903, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0934127903909903\n", - "4080\n", - "9986402.439300438\n", - "{'n': 159, 'm': 396, 'k_avg': 4.981132075471698, 'intersection_count': 131, 'streets_per_node_avg': 2.8238993710691824, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 104, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1761006289308176, 2: 0.0, 3: 0.6540880503144654, 4: 0.16352201257861634, 5: 0.006289308176100629}, 'edge_length_total': 77873.42900000002, 'edge_length_avg': 196.65007323232328, 'street_length_total': 42150.92300000001, 'street_length_avg': 196.9669299065421, 'street_segments_count': 214, 'node_density_km': 15.921649559632426, 'intersection_density_km': 13.11783705856508, 'edge_density_km': 7797.946204685014, 'street_density_km': 4220.831601390254, 'circuity_avg': 1.043632410851387, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043632410851387\n", - "4081\n", - "6992481.740755369\n", - "{'n': 166, 'm': 468, 'k_avg': 5.63855421686747, 'intersection_count': 135, 'streets_per_node_avg': 2.891566265060241, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 91, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18674698795180722, 2: 0.0, 3: 0.5481927710843374, 4: 0.26506024096385544}, 'edge_length_total': 79231.72599999995, 'edge_length_avg': 169.2985598290597, 'street_length_total': 39615.86300000001, 'street_length_avg': 169.29855982905988, 'street_segments_count': 234, 'node_density_km': 23.739783120558812, 'intersection_density_km': 19.3064501281653, 'edge_density_km': 11330.98790064783, 'street_density_km': 5665.493950323919, 'circuity_avg': 1.0312769328370253, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0312769328370253\n", - "4082\n", - "1998206.3114993796\n", - "{'n': 64, 'm': 157, 'k_avg': 4.90625, 'intersection_count': 52, 'streets_per_node_avg': 2.734375, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 46, 4: 5, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.71875, 4: 0.078125, 5: 0.015625}, 'edge_length_total': 19643.322999999997, 'edge_length_avg': 125.11670700636941, 'street_length_total': 9896.580999999996, 'street_length_avg': 123.70726249999996, 'street_segments_count': 80, 'node_density_km': 32.028724777661616, 'intersection_density_km': 26.023338881850062, 'edge_density_km': 9830.477907589222, 'street_density_km': 4952.732329513047, 'circuity_avg': 1.070511510566888, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.070511510566888\n", - "4083\n", - "4988930.858684198\n", - "{'n': 20, 'm': 35, 'k_avg': 3.5, 'intersection_count': 16, 'streets_per_node_avg': 2.7, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 14, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.7, 4: 0.1}, 'edge_length_total': 11827.000000000002, 'edge_length_avg': 337.91428571428577, 'street_length_total': 6430.646000000002, 'street_length_avg': 267.9435833333334, 'street_segments_count': 24, 'node_density_km': 4.008874960691455, 'intersection_density_km': 3.207099968553164, 'edge_density_km': 2370.6482080048922, 'street_density_km': 1288.9827865235334, 'circuity_avg': 1.261098062971585, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.261098062971585\n", - "4084\n", - "11974656.541768556\n", - "{'n': 332, 'm': 902, 'k_avg': 5.433734939759036, 'intersection_count': 253, 'streets_per_node_avg': 2.7650602409638556, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 173, 4: 80}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23795180722891565, 2: 0.0, 3: 0.5210843373493976, 4: 0.24096385542168675}, 'edge_length_total': 140188.1479999998, 'edge_length_avg': 155.4192328159643, 'street_length_total': 70094.07399999992, 'street_length_avg': 155.41923281596434, 'street_segments_count': 451, 'node_density_km': 27.725221081870494, 'intersection_density_km': 21.127954619618176, 'edge_density_km': 11707.070470957759, 'street_density_km': 5853.53523547888, 'circuity_avg': 1.039805852108417, 'self_loop_proportion': 0.0022172949002217295, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039805852108417\n", - "4085\n", - "30931006.361489903\n", - "{'n': 1836, 'm': 4990, 'k_avg': 5.435729847494553, 'intersection_count': 1704, 'streets_per_node_avg': 3.0615468409586057, 'streets_per_node_counts': {0: 0, 1: 132, 2: 7, 3: 1324, 4: 362, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0718954248366013, 2: 0.003812636165577342, 3: 0.7211328976034859, 4: 0.19716775599128541, 5: 0.005991285403050109}, 'edge_length_total': 426468.08799999894, 'edge_length_avg': 85.46454669338657, 'street_length_total': 238366.02900000048, 'street_length_avg': 85.89766810810828, 'street_segments_count': 2775, 'node_density_km': 59.357913497631266, 'intersection_density_km': 55.09035108930483, 'edge_density_km': 13787.721065906391, 'street_density_km': 7706.378066533711, 'circuity_avg': 1.07498577263368, 'self_loop_proportion': 0.0026052104208416833, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07498577263368\n", - "4086\n", - "8990397.601610444\n", - "{'n': 227, 'm': 636, 'k_avg': 5.60352422907489, 'intersection_count': 197, 'streets_per_node_avg': 2.8766519823788546, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 165, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13215859030837004, 2: 0.0, 3: 0.7268722466960352, 4: 0.14096916299559473}, 'edge_length_total': 118776.05200000003, 'edge_length_avg': 186.7547987421384, 'street_length_total': 59388.02599999999, 'street_length_avg': 186.75479874213835, 'street_segments_count': 318, 'node_density_km': 25.24916138962949, 'intersection_density_km': 21.91226781390753, 'edge_density_km': 13211.434828947247, 'street_density_km': 6605.717414473621, 'circuity_avg': 1.0255537906741943, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0255537906741943\n", - "4087\n", - "4994995.424073435\n", - "{'n': 330, 'm': 798, 'k_avg': 4.836363636363636, 'intersection_count': 237, 'streets_per_node_avg': 2.487878787878788, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 221, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2818181818181818, 2: 0.0, 3: 0.6696969696969697, 4: 0.045454545454545456, 5: 0.0030303030303030303}, 'edge_length_total': 82540.44400000012, 'edge_length_avg': 103.43414035087734, 'street_length_total': 41270.222000000016, 'street_length_avg': 103.43414035087723, 'street_segments_count': 399, 'node_density_km': 66.06612658933807, 'intersection_density_km': 47.44749091416098, 'edge_density_km': 16524.628551649024, 'street_density_km': 8262.314275824503, 'circuity_avg': 1.0446067123127114, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0446067123127114\n", - "4088\n", - "5986449.641119852\n", - "{'n': 637, 'm': 1872, 'k_avg': 5.877551020408164, 'intersection_count': 588, 'streets_per_node_avg': 3.0078492935635794, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 490, 4: 93, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07692307692307693, 2: 0.0, 3: 0.7692307692307693, 4: 0.14599686028257458, 5: 0.007849293563579277}, 'edge_length_total': 120216.51599999993, 'edge_length_avg': 64.21822435897433, 'street_length_total': 61206.61200000002, 'street_length_avg': 64.29265966386556, 'street_segments_count': 952, 'node_density_km': 106.40697545078487, 'intersection_density_km': 98.22182349303219, 'edge_density_km': 20081.43778146135, 'street_density_km': 10224.192245698143, 'circuity_avg': 1.0454746498941012, 'self_loop_proportion': 0.0010683760683760685, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454746498941012\n", - "4089\n", - "15963977.080941495\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 199, 'm': 505, 'k_avg': 5.075376884422111, 'intersection_count': 160, 'streets_per_node_avg': 2.7839195979899496, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 126, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19597989949748743, 2: 0.0, 3: 0.6331658291457286, 4: 0.1658291457286432, 5: 0.005025125628140704}, 'edge_length_total': 106315.90399999995, 'edge_length_avg': 210.52654257425732, 'street_length_total': 56240.98000000001, 'street_length_avg': 213.03401515151518, 'street_segments_count': 264, 'node_density_km': 12.46556537829004, 'intersection_density_km': 10.0225651282734, 'edge_density_km': 6659.737950070386, 'street_density_km': 3522.993030799511, 'circuity_avg': 1.1243196139028886, 'self_loop_proportion': 0.0039603960396039604, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1243196139028886\n", - "4090\n", - "5986858.045034194\n", - "{'n': 144, 'm': 426, 'k_avg': 5.916666666666667, 'intersection_count': 135, 'streets_per_node_avg': 3.013888888888889, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 115, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0625, 2: 0.0, 3: 0.7986111111111112, 4: 0.1388888888888889}, 'edge_length_total': 35501.71000000003, 'edge_length_avg': 83.33734741784045, 'street_length_total': 17750.854999999985, 'street_length_avg': 83.3373474178403, 'street_segments_count': 213, 'node_density_km': 24.052683213265922, 'intersection_density_km': 22.549390512436805, 'edge_density_km': 5929.94016777247, 'street_density_km': 2964.97008388623, 'circuity_avg': 1.045746503406949, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045746503406949\n", - "4091\n", - "5989350.853332831\n", - "{'n': 477, 'm': 1348, 'k_avg': 5.651991614255765, 'intersection_count': 448, 'streets_per_node_avg': 3.090146750524109, 'streets_per_node_counts': {0: 0, 1: 29, 2: 6, 3: 338, 4: 101, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06079664570230608, 2: 0.012578616352201259, 3: 0.7085953878406709, 4: 0.21174004192872117, 5: 0.006289308176100629}, 'edge_length_total': 111756.11500000012, 'edge_length_avg': 82.90512982195855, 'street_length_total': 61883.43299999995, 'street_length_avg': 84.88811111111104, 'street_segments_count': 729, 'node_density_km': 79.64135207316646, 'intersection_density_km': 74.79942500792154, 'edge_density_km': 18659.13648017671, 'street_density_km': 10332.243763205879, 'circuity_avg': 1.0357360113658545, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0357360113658545\n", - "4092\n", - "7985530.473927604\n", - "{'n': 268, 'm': 738, 'k_avg': 5.507462686567164, 'intersection_count': 221, 'streets_per_node_avg': 2.906716417910448, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 153, 4: 67, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17537313432835822, 2: 0.0, 3: 0.5708955223880597, 4: 0.25, 5: 0.0037313432835820895}, 'edge_length_total': 74831.36200000012, 'edge_length_avg': 101.39750948509501, 'street_length_total': 40195.277000000046, 'street_length_avg': 104.13284196891203, 'street_segments_count': 386, 'node_density_km': 33.560700929638664, 'intersection_density_km': 27.675055617351287, 'edge_density_km': 9370.869254625117, 'street_density_km': 5033.513694705168, 'circuity_avg': 1.0321036661517953, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0321036661517953\n", - "4093\n", - "2994315.305582403\n", - "{'n': 258, 'm': 739, 'k_avg': 5.728682170542636, 'intersection_count': 240, 'streets_per_node_avg': 3.0891472868217056, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 181, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06976744186046512, 2: 0.0, 3: 0.7015503875968992, 4: 0.22868217054263565}, 'edge_length_total': 56813.07600000001, 'edge_length_avg': 76.87831664411368, 'street_length_total': 30383.578999999994, 'street_length_avg': 78.10688688946014, 'street_segments_count': 389, 'node_density_km': 86.16327062116734, 'intersection_density_km': 80.15187964759753, 'edge_density_km': 18973.645124840885, 'street_density_km': 10147.087363630297, 'circuity_avg': 1.045684447979791, 'self_loop_proportion': 0.0027063599458728013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045684447979791\n", - "4094\n", - "2995162.344886645\n", - "{'n': 257, 'm': 711, 'k_avg': 5.533073929961089, 'intersection_count': 234, 'streets_per_node_avg': 2.933852140077821, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 206, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08949416342412451, 2: 0.0, 3: 0.8015564202334631, 4: 0.10505836575875487, 5: 0.0038910505836575876}, 'edge_length_total': 54544.952999999994, 'edge_length_avg': 76.7158270042194, 'street_length_total': 28811.19699999996, 'street_length_avg': 79.15164010989, 'street_segments_count': 364, 'node_density_km': 85.80503171681214, 'intersection_density_km': 78.12598218573557, 'edge_density_km': 18211.01720683668, 'street_density_km': 9619.243861417584, 'circuity_avg': 1.0741361740548807, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0741361740548807\n", - "4095\n", - "7993145.9975718185\n", - "{'n': 497, 'm': 1409, 'k_avg': 5.670020120724346, 'intersection_count': 461, 'streets_per_node_avg': 2.9798792756539236, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 400, 4: 60, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07243460764587525, 2: 0.0, 3: 0.8048289738430584, 4: 0.12072434607645875, 5: 0.002012072434607646}, 'edge_length_total': 137879.7519999996, 'edge_length_avg': 97.85645990063847, 'street_length_total': 71778.70900000003, 'street_length_avg': 99.27898893499312, 'street_segments_count': 723, 'node_density_km': 62.178271252768326, 'intersection_density_km': 57.67441257047525, 'edge_density_km': 17249.747726600406, 'street_density_km': 8980.03227037329, 'circuity_avg': 1.0367361347062107, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0367361347062107\n", - "4096\n", - "11975894.09502537\n", - "{'n': 1335, 'm': 3935, 'k_avg': 5.895131086142322, 'intersection_count': 1245, 'streets_per_node_avg': 3.0367041198501874, 'streets_per_node_counts': {0: 0, 1: 90, 2: 1, 3: 1017, 4: 224, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06741573033707865, 2: 0.000749063670411985, 3: 0.7617977528089888, 4: 0.16779026217228465, 5: 0.0022471910112359553}, 'edge_length_total': 333447.8659999984, 'edge_length_avg': 84.7389748411686, 'street_length_total': 169880.8999999999, 'street_length_avg': 85.23878575012539, 'street_segments_count': 1993, 'node_density_km': 111.47393166699275, 'intersection_density_km': 103.95883515011684, 'edge_density_km': 27843.254403736613, 'street_density_km': 14185.2373319305, 'circuity_avg': 1.0216830837508646, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0216830837508646\n", - "4097\n", - "13985286.009281242\n", - "{'n': 218, 'm': 528, 'k_avg': 4.844036697247707, 'intersection_count': 183, 'streets_per_node_avg': 2.830275229357798, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 151, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16055045871559634, 2: 0.0, 3: 0.6926605504587156, 4: 0.14220183486238533, 5: 0.0045871559633027525}, 'edge_length_total': 102431.37299999998, 'edge_length_avg': 193.99881249999996, 'street_length_total': 60552.69999999999, 'street_length_avg': 199.8438943894389, 'street_segments_count': 303, 'node_density_km': 15.587811350824412, 'intersection_density_km': 13.085181088077373, 'edge_density_km': 7324.22439784371, 'street_density_km': 4329.7434146012165, 'circuity_avg': 1.0756571179757533, 'self_loop_proportion': 0.003787878787878788, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0756571179757533\n", - "4098\n", - "998986.6542033356\n", - "{'n': 18, 'm': 40, 'k_avg': 4.444444444444445, 'intersection_count': 13, 'streets_per_node_avg': 2.611111111111111, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 10, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2777777777777778, 2: 0.0, 3: 0.5555555555555556, 4: 0.16666666666666666}, 'edge_length_total': 6388.898000000001, 'edge_length_avg': 159.72245000000004, 'street_length_total': 3194.449, 'street_length_avg': 159.72245, 'street_segments_count': 20, 'node_density_km': 18.018258726743955, 'intersection_density_km': 13.01318685820397, 'edge_density_km': 6395.37873015428, 'street_density_km': 3197.6893650771394, 'circuity_avg': 1.1022707686319113, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1022707686319113\n", - "4099\n", - "33961119.86970479\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1072, 'm': 2833, 'k_avg': 5.28544776119403, 'intersection_count': 924, 'streets_per_node_avg': 2.875, 'streets_per_node_counts': {0: 0, 1: 148, 2: 2, 3: 762, 4: 156, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13805970149253732, 2: 0.0018656716417910447, 3: 0.710820895522388, 4: 0.1455223880597015, 5: 0.0037313432835820895}, 'edge_length_total': 320495.5760000001, 'edge_length_avg': 113.12939498764565, 'street_length_total': 175617.0250000001, 'street_length_avg': 115.15870491803285, 'street_segments_count': 1525, 'node_density_km': 31.565507972435377, 'intersection_density_km': 27.207583364300643, 'edge_density_km': 9437.132144923762, 'street_density_km': 5171.119965235902, 'circuity_avg': 1.0450200640012115, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0450200640012115\n", - "4100\n", - "252793787.75875485\n", - "error with entry 4100\n", - "4101\n", - "8980771.87301823\n", - "{'n': 477, 'm': 1378, 'k_avg': 5.777777777777778, 'intersection_count': 440, 'streets_per_node_avg': 3.0943396226415096, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 322, 4: 117, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07756813417190776, 2: 0.0, 3: 0.6750524109014675, 4: 0.24528301886792453, 5: 0.0020964360587002098}, 'edge_length_total': 120585.39900000003, 'edge_length_avg': 87.50754644412194, 'street_length_total': 63279.32000000008, 'street_length_avg': 87.52326417704022, 'street_segments_count': 723, 'node_density_km': 53.11347473741044, 'intersection_density_km': 48.99356160264276, 'edge_density_km': 13427.064032467631, 'street_density_km': 7046.0892331667, 'circuity_avg': 1.0317382315784889, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0317382315784889\n", - "4102\n", - "5992214.029320634\n", - "{'n': 318, 'm': 972, 'k_avg': 6.113207547169812, 'intersection_count': 296, 'streets_per_node_avg': 3.1289308176100628, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 213, 4: 81, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06918238993710692, 2: 0.0, 3: 0.6698113207547169, 4: 0.25471698113207547, 5: 0.006289308176100629}, 'edge_length_total': 100275.814, 'edge_length_avg': 103.16441769547325, 'street_length_total': 50137.90700000001, 'street_length_avg': 103.16441769547326, 'street_segments_count': 486, 'node_density_km': 53.06886543838175, 'intersection_density_km': 49.39743449610376, 'edge_density_km': 16734.351194623257, 'street_density_km': 8367.17559731163, 'circuity_avg': 1.0233875569339996, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0233875569339996\n", - "4103\n", - "11980433.752782758\n", - "{'n': 1498, 'm': 4246, 'k_avg': 5.668891855807743, 'intersection_count': 1364, 'streets_per_node_avg': 3.0580774365821095, 'streets_per_node_counts': {0: 0, 1: 134, 2: 0, 3: 1023, 4: 328, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08945260347129506, 2: 0.0, 3: 0.6829105473965287, 4: 0.21895861148197596, 5: 0.00801068090787717, 6: 0.0006675567423230974}, 'edge_length_total': 301760.5239999994, 'edge_length_avg': 71.06936504945817, 'street_length_total': 159601.12299999993, 'street_length_avg': 71.09181425389752, 'street_segments_count': 2245, 'node_density_km': 125.03720907868228, 'intersection_density_km': 113.8523051958095, 'edge_density_km': 25187.779526756105, 'street_density_km': 13321.81507726534, 'circuity_avg': 1.0402230267850967, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0402230267850967\n", - "4104\n", - "11985103.817593606\n", - "{'n': 280, 'm': 557, 'k_avg': 3.9785714285714286, 'intersection_count': 261, 'streets_per_node_avg': 3.107142857142857, 'streets_per_node_counts': {0: 0, 1: 19, 2: 1, 3: 194, 4: 63, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06785714285714285, 2: 0.0035714285714285713, 3: 0.6928571428571428, 4: 0.225, 5: 0.010714285714285714}, 'edge_length_total': 105513.35400000011, 'edge_length_avg': 189.43151526032335, 'street_length_total': 76834.68299999998, 'street_length_avg': 188.32030147058816, 'street_segments_count': 408, 'node_density_km': 23.362334132556473, 'intersection_density_km': 21.777032887847284, 'edge_density_km': 8803.707969981131, 'street_density_km': 6410.848347196629, 'circuity_avg': 1.037227524751041, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.037227524751041\n", - "4105\n", - "6993378.133161225\n", - "{'n': 391, 'm': 1074, 'k_avg': 5.493606138107417, 'intersection_count': 356, 'streets_per_node_avg': 2.9641943734015346, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 300, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08951406649616368, 2: 0.0, 3: 0.7672634271099744, 4: 0.1432225063938619}, 'edge_length_total': 100767.22399999981, 'edge_length_avg': 93.82423091247655, 'street_length_total': 54563.238999999936, 'street_length_avg': 95.72498070175428, 'street_segments_count': 570, 'node_density_km': 55.91003268448403, 'intersection_density_km': 50.90529830096244, 'edge_density_km': 14408.948305280595, 'street_density_km': 7802.129094274451, 'circuity_avg': 1.0522944143760595, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0522944143760595\n", - "4106\n", - "8986718.562183391\n", - "{'n': 224, 'm': 553, 'k_avg': 4.9375, 'intersection_count': 185, 'streets_per_node_avg': 2.763392857142857, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 162, 4: 21, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17410714285714285, 2: 0.0, 3: 0.7232142857142857, 4: 0.09375, 5: 0.008928571428571428}, 'edge_length_total': 74785.02600000003, 'edge_length_avg': 135.2351283905968, 'street_length_total': 42487.14100000001, 'street_length_avg': 141.153292358804, 'street_segments_count': 301, 'node_density_km': 24.925672084870264, 'intersection_density_km': 20.58593453437946, 'edge_density_km': 8321.727834529007, 'street_density_km': 4727.770287453782, 'circuity_avg': 1.1132228921977896, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1132228921977896\n", - "4107\n", - "2993733.1329307966\n", - "{'n': 316, 'm': 915, 'k_avg': 5.791139240506329, 'intersection_count': 306, 'streets_per_node_avg': 3.1297468354430378, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 245, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03164556962025317, 2: 0.0, 3: 0.7753164556962026, 4: 0.1930379746835443}, 'edge_length_total': 65920.388, 'edge_length_avg': 72.04413989071038, 'street_length_total': 34589.23999999997, 'street_length_avg': 71.61333333333327, 'street_segments_count': 483, 'node_density_km': 105.55383060835592, 'intersection_density_km': 102.21351951315478, 'edge_density_km': 22019.46034363639, 'street_density_km': 11553.882214657486, 'circuity_avg': 1.0314118782486044, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0314118782486044\n", - "4108\n", - "10982696.05701069\n", - "{'n': 1635, 'm': 5111, 'k_avg': 6.251987767584098, 'intersection_count': 1602, 'streets_per_node_avg': 3.2764525993883793, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 1107, 4: 475, 5: 17, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.02018348623853211, 2: 0.0, 3: 0.6770642201834862, 4: 0.290519877675841, 5: 0.010397553516819572, 6: 0.001834862385321101}, 'edge_length_total': 371780.0069999992, 'edge_length_avg': 72.7411479162589, 'street_length_total': 193567.72099999976, 'street_length_avg': 73.62788931152521, 'street_segments_count': 2629, 'node_density_km': 148.87054977327855, 'intersection_density_km': 145.86582308060687, 'edge_density_km': 33851.433661653355, 'street_density_km': 17624.79085237343, 'circuity_avg': 1.0151851699319996, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0151851699319996\n", - "4109\n", - "5987278.656451176\n", - "{'n': 359, 'm': 1069, 'k_avg': 5.955431754874652, 'intersection_count': 346, 'streets_per_node_avg': 3.3119777158774375, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 213, 4: 128, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.036211699164345405, 2: 0.0, 3: 0.5933147632311978, 4: 0.3565459610027855, 5: 0.013927576601671309}, 'edge_length_total': 114985.77799999995, 'edge_length_avg': 107.56387090739004, 'street_length_total': 62612.16699999998, 'street_length_avg': 108.32554844290654, 'street_segments_count': 578, 'node_density_km': 59.960462941404025, 'intersection_density_km': 57.78919269561502, 'edge_density_km': 19205.0152661769, 'street_density_km': 10457.533479344007, 'circuity_avg': 1.0303019643410918, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0303019643410918\n", - "4110\n", - "1995649.8620265948\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 22, 'm': 42, 'k_avg': 3.8181818181818183, 'intersection_count': 12, 'streets_per_node_avg': 2.090909090909091, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.45454545454545453, 2: 0.0, 3: 0.5454545454545454}, 'edge_length_total': 9643.949999999997, 'edge_length_avg': 229.61785714285708, 'street_length_total': 4821.975, 'street_length_avg': 229.61785714285716, 'street_segments_count': 21, 'node_density_km': 11.023977912467503, 'intersection_density_km': 6.01307886134591, 'edge_density_km': 4832.485990406406, 'street_density_km': 2416.242995203204, 'circuity_avg': 1.2245158501551083, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2245158501551083\n", - "4111\n", - "49930067.78024379\n", - "{'n': 2536, 'm': 5933, 'k_avg': 4.679022082018927, 'intersection_count': 1743, 'streets_per_node_avg': 2.4507097791798107, 'streets_per_node_counts': {0: 0, 1: 793, 2: 0, 3: 1552, 4: 189, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31269716088328076, 2: 0.0, 3: 0.61198738170347, 4: 0.07452681388012618, 5: 0.0007886435331230284}, 'edge_length_total': 704006.1690000023, 'edge_length_avg': 118.65939137030209, 'street_length_total': 358299.3080000003, 'street_length_avg': 117.6680814449919, 'street_segments_count': 3045, 'node_density_km': 50.791038601462475, 'intersection_density_km': 34.90882503247204, 'edge_density_km': 14099.844047849698, 'street_density_km': 7176.022864158244, 'circuity_avg': 1.0572070172618944, 'self_loop_proportion': 0.0005056463846283499, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0572070172618944\n", - "4112\n", - "5991939.932808155\n", - "{'n': 205, 'm': 614, 'k_avg': 5.990243902439024, 'intersection_count': 197, 'streets_per_node_avg': 3.1219512195121952, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 156, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03902439024390244, 2: 0.0, 3: 0.7609756097560976, 4: 0.2}, 'edge_length_total': 82134.01599999992, 'edge_length_avg': 133.76875570032558, 'street_length_total': 41067.00799999999, 'street_length_avg': 133.7687557003257, 'street_segments_count': 307, 'node_density_km': 34.212626010742675, 'intersection_density_km': 32.877499142030764, 'edge_density_km': 13707.416449601717, 'street_density_km': 6853.708224800863, 'circuity_avg': 1.0678352743104036, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0678352743104036\n", - "4113\n", - "5987582.04484567\n", - "{'n': 54, 'm': 142, 'k_avg': 5.2592592592592595, 'intersection_count': 46, 'streets_per_node_avg': 2.7222222222222223, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 45, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14814814814814814, 2: 0.0, 3: 0.8333333333333334, 4: 0.018518518518518517}, 'edge_length_total': 29215.840000000033, 'edge_length_avg': 205.7453521126763, 'street_length_total': 14607.920000000004, 'street_length_avg': 205.7453521126761, 'street_segments_count': 71, 'node_density_km': 9.01866556408779, 'intersection_density_km': 7.682566962000711, 'edge_density_km': 4879.40537284998, 'street_density_km': 2439.702686424988, 'circuity_avg': 1.299763374454846, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.299763374454846\n", - "4114\n", - "2997124.00824821\n", - "{'n': 136, 'm': 346, 'k_avg': 5.088235294117647, 'intersection_count': 112, 'streets_per_node_avg': 2.713235294117647, 'streets_per_node_counts': {0: 0, 1: 24, 2: 2, 3: 99, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17647058823529413, 2: 0.014705882352941176, 3: 0.7279411764705882, 4: 0.08088235294117647}, 'edge_length_total': 41682.92799999998, 'edge_length_avg': 120.47089017341034, 'street_length_total': 20978.369000000006, 'street_length_avg': 120.56533908045981, 'street_segments_count': 174, 'node_density_km': 45.37683446721668, 'intersection_density_km': 37.36915779653139, 'edge_density_km': 13907.642087977283, 'street_density_km': 6999.499834596987, 'circuity_avg': 1.0320761229008915, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0320761229008915\n", - "4115\n", - "2993695.5279746326\n", - "{'n': 106, 'm': 305, 'k_avg': 5.754716981132075, 'intersection_count': 99, 'streets_per_node_avg': 3.150943396226415, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 69, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0660377358490566, 2: 0.0, 3: 0.6509433962264151, 4: 0.2830188679245283}, 'edge_length_total': 34896.74499999998, 'edge_length_avg': 114.41555737704911, 'street_length_total': 17982.545000000002, 'street_length_avg': 112.39090625000001, 'street_segments_count': 160, 'node_density_km': 35.40774237375893, 'intersection_density_km': 33.069495235869184, 'edge_density_km': 11656.744873988295, 'street_density_km': 6006.8049111747805, 'circuity_avg': 1.0390713385179278, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0390713385179278\n", - "4116\n", - "3992472.3360971664\n", - "{'n': 44, 'm': 100, 'k_avg': 4.545454545454546, 'intersection_count': 33, 'streets_per_node_avg': 2.5454545454545454, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 31, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.7045454545454546, 4: 0.045454545454545456}, 'edge_length_total': 16274.698000000002, 'edge_length_avg': 162.74698, 'street_length_total': 8137.349, 'street_length_avg': 162.74698, 'street_segments_count': 50, 'node_density_km': 11.020740106871251, 'intersection_density_km': 8.265555080153439, 'edge_density_km': 4076.3458403594855, 'street_density_km': 2038.1729201797425, 'circuity_avg': 1.0723443028223698, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0723443028223698\n", - "4117\n", - "2993370.3858970464\n", - "{'n': 111, 'm': 332, 'k_avg': 5.981981981981982, 'intersection_count': 102, 'streets_per_node_avg': 3.081081081081081, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 75, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08108108108108109, 2: 0.0, 3: 0.6756756756756757, 4: 0.24324324324324326}, 'edge_length_total': 36504.768000000025, 'edge_length_avg': 109.95412048192779, 'street_length_total': 18252.384, 'street_length_avg': 109.9541204819277, 'street_segments_count': 166, 'node_density_km': 37.08194633145466, 'intersection_density_km': 34.075302034309686, 'edge_density_km': 12195.205836200039, 'street_density_km': 6097.602918100015, 'circuity_avg': 1.0596910057269682, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0596910057269682\n", - "4118\n", - "3997231.066434346\n", - "{'n': 37, 'm': 89, 'k_avg': 4.8108108108108105, 'intersection_count': 28, 'streets_per_node_avg': 2.5945945945945947, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 25, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24324324324324326, 2: 0.0, 3: 0.6756756756756757, 4: 0.08108108108108109}, 'edge_length_total': 21367.248000000007, 'edge_length_avg': 240.08143820224726, 'street_length_total': 11116.351, 'street_length_avg': 241.6598043478261, 'street_segments_count': 46, 'node_density_km': 9.256407594421391, 'intersection_density_km': 7.0048489903729445, 'edge_density_km': 5345.512342137442, 'street_density_km': 2781.0128599636173, 'circuity_avg': 1.1121747119291838, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1121747119291838\n", - "4119\n", - "104881480.40191102\n", - "{'n': 7801, 'm': 21681, 'k_avg': 5.558518138700166, 'intersection_count': 7152, 'streets_per_node_avg': 2.9843609793616204, 'streets_per_node_counts': {0: 0, 1: 649, 2: 7, 3: 5983, 4: 1142, 5: 19, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08319446224842969, 2: 0.0008973208563004743, 3: 0.7669529547493911, 4: 0.14639148827073453, 5: 0.002435585181387002, 6: 0.00012818869375721061}, 'edge_length_total': 1972674.0900000068, 'edge_length_avg': 90.98630552096337, 'street_length_total': 1081192.5399999998, 'street_length_avg': 93.90242661108215, 'street_segments_count': 11514, 'node_density_km': 74.37919421146786, 'intersection_density_km': 68.19125714657328, 'edge_density_km': 18808.602647870932, 'street_density_km': 10308.707846769674, 'circuity_avg': 1.0467379203494607, 'self_loop_proportion': 0.0007840966745076334, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0467379203494607\n", - "4120\n", - "12970716.42494424\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 693, 'm': 1856, 'k_avg': 5.3564213564213565, 'intersection_count': 588, 'streets_per_node_avg': 2.8715728715728717, 'streets_per_node_counts': {0: 0, 1: 105, 2: 3, 3: 470, 4: 106, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15151515151515152, 2: 0.004329004329004329, 3: 0.6782106782106783, 4: 0.15295815295815296, 5: 0.012987012987012988}, 'edge_length_total': 186855.83900000033, 'edge_length_avg': 100.67663739224156, 'street_length_total': 101999.07899999998, 'street_length_avg': 105.58910869565216, 'street_segments_count': 966, 'node_density_km': 53.4280433937541, 'intersection_density_km': 45.33288530379136, 'edge_density_km': 14405.976730834556, 'street_density_km': 7863.796852719988, 'circuity_avg': 1.0633389867208558, 'self_loop_proportion': 0.0016163793103448276, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0633389867208558\n", - "4121\n", - "4995388.275735997\n", - "{'n': 44, 'm': 99, 'k_avg': 4.5, 'intersection_count': 37, 'streets_per_node_avg': 2.772727272727273, 'streets_per_node_counts': {0: 0, 1: 7, 2: 1, 3: 31, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1590909090909091, 2: 0.022727272727272728, 3: 0.7045454545454546, 4: 0.11363636363636363}, 'edge_length_total': 21074.42200000001, 'edge_length_avg': 212.87294949494958, 'street_length_total': 12317.082000000002, 'street_length_avg': 219.9478928571429, 'street_segments_count': 56, 'node_density_km': 8.808124127952246, 'intersection_density_km': 7.4068316530507525, 'edge_density_km': 4218.775565928357, 'street_density_km': 2465.690617049235, 'circuity_avg': 1.027808833926387, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027808833926387\n", - "4122\n", - "6990125.311997695\n", - "{'n': 327, 'm': 692, 'k_avg': 4.232415902140673, 'intersection_count': 185, 'streets_per_node_avg': 2.1957186544342506, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 164, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.43425076452599387, 2: 0.0, 3: 0.5015290519877675, 4: 0.06422018348623854}, 'edge_length_total': 78184.04599999991, 'edge_length_avg': 112.98272543352589, 'street_length_total': 39092.02300000003, 'street_length_avg': 112.9827254335261, 'street_segments_count': 346, 'node_density_km': 46.780277234621884, 'intersection_density_km': 26.465906080749384, 'edge_density_km': 11184.927667291824, 'street_density_km': 5592.463833645922, 'circuity_avg': 1.0459795415927657, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0459795415927657\n", - "4123\n", - "10977030.4008309\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 336.746, 'edge_length_avg': 84.1865, 'street_length_total': 168.373, 'street_length_avg': 84.1865, 'street_segments_count': 2, 'node_density_km': 0.2732979585966088, 'intersection_density_km': 0.1821986390644059, 'edge_density_km': 30.67733145519121, 'street_density_km': 15.338665727595606, 'circuity_avg': 1.0067825286283711, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0067825286283711\n", - "4124\n", - "6990859.756140512\n", - "{'n': 526, 'm': 1508, 'k_avg': 5.733840304182509, 'intersection_count': 464, 'streets_per_node_avg': 2.9809885931558937, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 352, 4: 110, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11787072243346007, 2: 0.0, 3: 0.6692015209125475, 4: 0.20912547528517111, 5: 0.0038022813688212928}, 'edge_length_total': 129911.11399999983, 'edge_length_avg': 86.14795358090174, 'street_length_total': 67776.20700000004, 'street_length_avg': 88.13550975292593, 'street_segments_count': 769, 'node_density_km': 75.24110314728901, 'intersection_density_km': 66.37237996262758, 'edge_density_km': 18582.99530124184, 'street_density_km': 9694.974490150218, 'circuity_avg': 1.0561650636804534, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0561650636804534\n", - "4125\n", - "13968587.226853646\n", - "{'n': 320, 'm': 810, 'k_avg': 5.0625, 'intersection_count': 280, 'streets_per_node_avg': 2.9375, 'streets_per_node_counts': {0: 0, 1: 40, 2: 2, 3: 221, 4: 52, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.00625, 3: 0.690625, 4: 0.1625, 5: 0.015625}, 'edge_length_total': 92152.98399999991, 'edge_length_avg': 113.7691160493826, 'street_length_total': 54480.04699999999, 'street_length_avg': 118.69291285403048, 'street_segments_count': 459, 'node_density_km': 22.908544350485357, 'intersection_density_km': 20.044976306674688, 'edge_density_km': 6597.158503104892, 'street_density_km': 3900.1830403625827, 'circuity_avg': 1.0848359088778978, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0848359088778978\n", - "4126\n", - "9985715.3897872\n", - "{'n': 127, 'm': 314, 'k_avg': 4.94488188976378, 'intersection_count': 125, 'streets_per_node_avg': 3.4881889763779528, 'streets_per_node_counts': {0: 0, 1: 2, 2: 1, 3: 58, 4: 65, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.015748031496062992, 2: 0.007874015748031496, 3: 0.4566929133858268, 4: 0.5118110236220472, 5: 0.007874015748031496}, 'edge_length_total': 77676.70799999998, 'edge_length_avg': 247.37805095541395, 'street_length_total': 53097.35200000001, 'street_length_avg': 248.1184672897197, 'street_segments_count': 214, 'node_density_km': 12.71816740640216, 'intersection_density_km': 12.517881305513935, 'edge_density_km': 7778.782487576516, 'street_density_km': 5317.330799784745, 'circuity_avg': 1.0196747174330216, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0196747174330216\n", - "4127\n", - "8987600.665610794\n", - "{'n': 178, 'm': 414, 'k_avg': 4.651685393258427, 'intersection_count': 122, 'streets_per_node_avg': 2.438202247191011, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 110, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3146067415730337, 2: 0.0, 3: 0.6179775280898876, 4: 0.06741573033707865}, 'edge_length_total': 69892.63600000003, 'edge_length_avg': 168.82279227053147, 'street_length_total': 34946.318000000014, 'street_length_avg': 168.82279227053147, 'street_segments_count': 207, 'node_density_km': 19.805063289146837, 'intersection_density_km': 13.57425686110064, 'edge_density_km': 7776.562243962378, 'street_density_km': 3888.281121981189, 'circuity_avg': 1.0484501284077223, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0484501284077223\n", - "4128\n", - "7992793.306083293\n", - "{'n': 213, 'm': 554, 'k_avg': 5.2018779342723, 'intersection_count': 170, 'streets_per_node_avg': 2.7464788732394365, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 138, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20187793427230047, 2: 0.0, 3: 0.647887323943662, 4: 0.15023474178403756}, 'edge_length_total': 99494.32200000009, 'edge_length_avg': 179.59263898916984, 'street_length_total': 49747.16099999997, 'street_length_avg': 179.59263898916956, 'street_segments_count': 277, 'node_density_km': 26.64900640404229, 'intersection_density_km': 21.269160040784925, 'edge_density_km': 12448.003869219943, 'street_density_km': 6224.0019346099625, 'circuity_avg': 1.0247993768464954, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0247993768464954\n", - "4129\n", - "4988777.436307255\n", - "{'n': 374, 'm': 1098, 'k_avg': 5.871657754010696, 'intersection_count': 352, 'streets_per_node_avg': 3.1310160427807485, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 260, 4: 91, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.058823529411764705, 2: 0.0, 3: 0.6951871657754011, 4: 0.24331550802139038, 5: 0.00267379679144385}, 'edge_length_total': 75374.17400000006, 'edge_length_avg': 68.64678870673958, 'street_length_total': 38749.867, 'street_length_avg': 68.22159683098592, 'street_segments_count': 568, 'node_density_km': 74.96826723078645, 'intersection_density_km': 70.55836915838724, 'edge_density_km': 15108.746574149198, 'street_density_km': 7767.407444955703, 'circuity_avg': 1.0709950261982488, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0709950261982488\n", - "4130\n", - "8979711.132835051\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 736, 'm': 2061, 'k_avg': 5.600543478260869, 'intersection_count': 674, 'streets_per_node_avg': 3.029891304347826, 'streets_per_node_counts': {0: 0, 1: 62, 2: 1, 3: 528, 4: 143, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08423913043478261, 2: 0.001358695652173913, 3: 0.717391304347826, 4: 0.19429347826086957, 5: 0.002717391304347826}, 'edge_length_total': 202279.80000000002, 'edge_length_avg': 98.14643377001457, 'street_length_total': 109275.96900000016, 'street_length_avg': 99.97801372369639, 'street_segments_count': 1093, 'node_density_km': 81.96254747090421, 'intersection_density_km': 75.05809374373565, 'edge_density_km': 22526.314823240507, 'street_density_km': 12169.207604064633, 'circuity_avg': 1.0543165260621143, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0543165260621143\n", - "4131\n", - "2994081.426202344\n", - "{'n': 48, 'm': 116, 'k_avg': 4.833333333333333, 'intersection_count': 38, 'streets_per_node_avg': 2.7083333333333335, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 32, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20833333333333334, 2: 0.0, 3: 0.6666666666666666, 4: 0.125}, 'edge_length_total': 24528.840999999997, 'edge_length_avg': 211.45552586206892, 'street_length_total': 12832.697000000004, 'street_length_avg': 213.8782833333334, 'street_segments_count': 60, 'node_density_km': 16.031628124717574, 'intersection_density_km': 12.691705598734746, 'edge_density_km': 8192.442859215114, 'street_density_km': 4286.021377941227, 'circuity_avg': 1.185956552358284, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.185956552358284\n", - "4132\n", - "5991466.6753435\n", - "{'n': 285, 'm': 608, 'k_avg': 4.266666666666667, 'intersection_count': 162, 'streets_per_node_avg': 2.1719298245614036, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 152, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.43157894736842106, 2: 0.0, 3: 0.5333333333333333, 4: 0.03508771929824561}, 'edge_length_total': 63995.42799999996, 'edge_length_avg': 105.25563815789468, 'street_length_total': 31997.714000000036, 'street_length_avg': 105.25563815789485, 'street_segments_count': 304, 'node_density_km': 47.56765170252082, 'intersection_density_km': 27.038454651959203, 'edge_density_km': 10681.09554265876, 'street_density_km': 5340.547771329389, 'circuity_avg': 1.0584351906444374, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0584351906444374\n", - "4133\n", - "15985202.886932833\n", - "{'n': 49, 'm': 119, 'k_avg': 4.857142857142857, 'intersection_count': 42, 'streets_per_node_avg': 2.816326530612245, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 37, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7551020408163265, 4: 0.10204081632653061}, 'edge_length_total': 54606.267000000014, 'edge_length_avg': 458.876193277311, 'street_length_total': 27526.479999999992, 'street_length_avg': 410.84298507462677, 'street_segments_count': 67, 'node_density_km': 3.0653348816770563, 'intersection_density_km': 2.627429898580334, 'edge_density_km': 3416.050918230016, 'street_density_km': 1721.9975370160375, 'circuity_avg': 1.0297533269886467, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0297533269886467\n", - "4134\n", - "8989882.46763935\n", - "{'n': 607, 'm': 1539, 'k_avg': 5.070840197693575, 'intersection_count': 493, 'streets_per_node_avg': 2.724876441515651, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 434, 4: 57, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18780889621087316, 2: 0.0, 3: 0.71499176276771, 4: 0.09390444810543658, 5: 0.0032948929159802307}, 'edge_length_total': 169196.91599999997, 'edge_length_avg': 109.93951656920076, 'street_length_total': 89676.43900000013, 'street_length_avg': 112.09554875000016, 'street_segments_count': 800, 'node_density_km': 67.52034881267942, 'intersection_density_km': 54.83942663039695, 'edge_density_km': 18820.815134019136, 'street_density_km': 9975.262671431592, 'circuity_avg': 1.0765612658272397, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0765612658272397\n", - "4135\n", - "232748485.19287676\n", - "error with entry 4135\n", - "4136\n", - "6985256.495412234\n", - "{'n': 655, 'm': 1675, 'k_avg': 5.114503816793893, 'intersection_count': 519, 'streets_per_node_avg': 2.719083969465649, 'streets_per_node_counts': {0: 0, 1: 136, 2: 0, 3: 434, 4: 82, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20763358778625954, 2: 0.0, 3: 0.6625954198473283, 4: 0.1251908396946565, 5: 0.004580152671755725}, 'edge_length_total': 144521.50399999952, 'edge_length_avg': 86.28149492537285, 'street_length_total': 77606.19800000008, 'street_length_avg': 88.89598854524637, 'street_segments_count': 873, 'node_density_km': 93.76892608455965, 'intersection_density_km': 74.29934753875796, 'edge_density_km': 20689.505688863126, 'street_density_km': 11109.999761779707, 'circuity_avg': 1.0608570563524002, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0608570563524002\n", - "4137\n", - "5987090.232229468\n", - "{'n': 286, 'm': 824, 'k_avg': 5.7622377622377625, 'intersection_count': 257, 'streets_per_node_avg': 3.0034965034965033, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 200, 4: 55, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10139860139860139, 2: 0.0, 3: 0.6993006993006993, 4: 0.19230769230769232, 5: 0.006993006993006993}, 'edge_length_total': 64090.77699999998, 'edge_length_avg': 77.78006917475726, 'street_length_total': 33390.090999999986, 'street_length_avg': 78.93638534278956, 'street_segments_count': 423, 'node_density_km': 47.76944874831116, 'intersection_density_km': 42.92569345565024, 'edge_density_km': 10704.82897601727, 'street_density_km': 5577.014827713095, 'circuity_avg': 1.0463747921629867, 'self_loop_proportion': 0.0024271844660194173, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0463747921629867\n", - "4138\n", - "7990532.698176915\n", - "{'n': 81, 'm': 200, 'k_avg': 4.938271604938271, 'intersection_count': 78, 'streets_per_node_avg': 3.3580246913580245, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 43, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.037037037037037035, 2: 0.0, 3: 0.5308641975308642, 4: 0.43209876543209874}, 'edge_length_total': 50697.09299999999, 'edge_length_avg': 253.48546499999998, 'street_length_total': 31573.182999999997, 'street_length_avg': 242.87063846153845, 'street_segments_count': 130, 'node_density_km': 10.136996250385236, 'intersection_density_km': 9.761551944815412, 'edge_density_km': 6344.64495859792, 'street_density_km': 3951.323922021319, 'circuity_avg': 1.0184694274989974, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0184694274989974\n", - "4139\n", - "8985448.451777758\n", - "{'n': 772, 'm': 2126, 'k_avg': 5.507772020725389, 'intersection_count': 708, 'streets_per_node_avg': 3.051813471502591, 'streets_per_node_counts': {0: 0, 1: 64, 2: 1, 3: 548, 4: 149, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08290155440414508, 2: 0.0012953367875647669, 3: 0.7098445595854922, 4: 0.19300518134715025, 5: 0.012953367875647668}, 'edge_length_total': 190924.8049999997, 'edge_length_avg': 89.804706020696, 'street_length_total': 105086.93899999995, 'street_length_avg': 91.61895292066257, 'street_segments_count': 1147, 'node_density_km': 85.9166912083571, 'intersection_density_km': 78.79406395792334, 'edge_density_km': 21248.222169949182, 'street_density_km': 11695.235865407325, 'circuity_avg': 1.064267909585057, 'self_loop_proportion': 0.0014111006585136407, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064267909585057\n", - "4140\n", - "3996039.8742688964\n", - "{'n': 156, 'm': 408, 'k_avg': 5.230769230769231, 'intersection_count': 127, 'streets_per_node_avg': 2.7948717948717947, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 101, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1858974358974359, 2: 0.0, 3: 0.6474358974358975, 4: 0.16666666666666666}, 'edge_length_total': 61016.64800000007, 'edge_length_avg': 149.5506078431374, 'street_length_total': 30508.324, 'street_length_avg': 149.55060784313727, 'street_segments_count': 204, 'node_density_km': 39.03864949008831, 'intersection_density_km': 31.781464648982148, 'edge_density_km': 15269.279066231413, 'street_density_km': 7634.639533115698, 'circuity_avg': 1.070887631140618, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.070887631140618\n", - "4141\n", - "4996413.582509924\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 58, 'm': 147, 'k_avg': 5.068965517241379, 'intersection_count': 52, 'streets_per_node_avg': 3.0172413793103448, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 39, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10344827586206896, 2: 0.0, 3: 0.6724137931034483, 4: 0.22413793103448276}, 'edge_length_total': 25066.278999999995, 'edge_length_avg': 170.51890476190474, 'street_length_total': 14798.877000000004, 'street_length_avg': 172.0799651162791, 'street_segments_count': 86, 'node_density_km': 11.608326461010057, 'intersection_density_km': 10.407465102974534, 'edge_density_km': 5016.854306806218, 'street_density_km': 2961.899921936779, 'circuity_avg': 1.0384263443411477, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0384263443411477\n", - "4142\n", - "7994292.415876361\n", - "{'n': 139, 'm': 332, 'k_avg': 4.776978417266187, 'intersection_count': 109, 'streets_per_node_avg': 2.6043165467625897, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 104, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2158273381294964, 2: 0.0, 3: 0.7482014388489209, 4: 0.03597122302158273}, 'edge_length_total': 53315.963999999985, 'edge_length_avg': 160.59025301204815, 'street_length_total': 26657.982000000015, 'street_length_avg': 160.5902530120483, 'street_segments_count': 166, 'node_density_km': 17.38740500959801, 'intersection_density_km': 13.634727669397, 'edge_density_km': 6669.253665792423, 'street_density_km': 3334.626832896214, 'circuity_avg': 1.0610585152869116, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0610585152869116\n", - "4143\n", - "46943787.17817286\n", - "error with entry 4143\n", - "4144\n", - "3993324.0315547367\n", - "{'n': 465, 'm': 1325, 'k_avg': 5.698924731182796, 'intersection_count': 439, 'streets_per_node_avg': 3.066666666666667, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 360, 4: 75, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05591397849462366, 2: 0.0, 3: 0.7741935483870968, 4: 0.16129032258064516, 5: 0.008602150537634409}, 'edge_length_total': 97572.35900000001, 'edge_length_avg': 73.6395162264151, 'street_length_total': 50248.166999999994, 'street_length_avg': 73.1414366812227, 'street_segments_count': 687, 'node_density_km': 116.44434469269946, 'intersection_density_km': 109.93347810773132, 'edge_density_km': 24433.869685754446, 'street_density_km': 12583.04274908457, 'circuity_avg': 1.0473662608337564, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0473662608337564\n", - "4145\n", - "5991614.098197871\n", - "{'n': 442, 'm': 1242, 'k_avg': 5.619909502262443, 'intersection_count': 413, 'streets_per_node_avg': 3.1221719457013575, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 304, 4: 106, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06561085972850679, 2: 0.0, 3: 0.6877828054298643, 4: 0.2398190045248869, 5: 0.006787330316742082}, 'edge_length_total': 115096.07899999997, 'edge_length_avg': 92.66995088566826, 'street_length_total': 63766.429, 'street_length_avg': 94.74952303120357, 'street_segments_count': 673, 'node_density_km': 73.76977100927489, 'intersection_density_km': 68.92967291138129, 'edge_density_km': 19209.528035962467, 'street_density_km': 10642.612817667841, 'circuity_avg': 1.0355259623422668, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0355259623422668\n", - "4146\n", - "9977106.011182573\n", - "{'n': 239, 'm': 683, 'k_avg': 5.7154811715481175, 'intersection_count': 227, 'streets_per_node_avg': 3.0418410041841004, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 197, 4: 26, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0502092050209205, 2: 0.0, 3: 0.8242677824267782, 4: 0.1087866108786611, 5: 0.016736401673640166}, 'edge_length_total': 50970.850999999966, 'edge_length_avg': 74.62789311859439, 'street_length_total': 27040.664, 'street_length_avg': 75.32218384401115, 'street_segments_count': 359, 'node_density_km': 23.95484218891964, 'intersection_density_km': 22.752088606212375, 'edge_density_km': 5108.781137823999, 'street_density_km': 2710.271292065274, 'circuity_avg': 1.0622167241360398, 'self_loop_proportion': 0.0029282576866764276, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0622167241360398\n", - "4147\n", - "69841404.19253771\n", - "{'n': 6819, 'm': 18690, 'k_avg': 5.481742190937087, 'intersection_count': 6338, 'streets_per_node_avg': 3.0951752456371904, 'streets_per_node_counts': {0: 0, 1: 481, 2: 7, 3: 4779, 4: 1490, 5: 59, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07053820208241678, 2: 0.001026543481448893, 3: 0.700835899692037, 4: 0.21850711247983576, 5: 0.008652295057926382, 6: 0.0002932981375568265, 7: 0.00014664906877841325}, 'edge_length_total': 1514763.2670000012, 'edge_length_avg': 81.04672375601932, 'street_length_total': 871558.204999998, 'street_length_avg': 82.95813868265734, 'street_segments_count': 10506, 'node_density_km': 97.63549400011325, 'intersection_density_km': 90.74846179391668, 'edge_density_km': 21688.61414676207, 'street_density_km': 12479.104838689951, 'circuity_avg': 1.0654301614084563, 'self_loop_proportion': 0.00149812734082397, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0654301614084563\n", - "4148\n", - "28949282.642611574\n", - "{'n': 2487, 'm': 7034, 'k_avg': 5.656614394853237, 'intersection_count': 2362, 'streets_per_node_avg': 3.1491757137112986, 'streets_per_node_counts': {0: 0, 1: 125, 2: 6, 3: 1772, 4: 555, 5: 18, 6: 8, 7: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.050261359067149174, 2: 0.0024125452352231603, 3: 0.7125050261359067, 4: 0.22316043425814233, 5: 0.007237635705669481, 6: 0.003216726980297547, 7: 0.0012062726176115801}, 'edge_length_total': 594567.6939999992, 'edge_length_avg': 84.52767898777356, 'street_length_total': 337727.1260000004, 'street_length_avg': 87.13290144478854, 'street_segments_count': 3876, 'node_density_km': 85.90886450289058, 'intersection_density_km': 81.59096821705974, 'edge_density_km': 20538.253100780876, 'street_density_km': 11666.165623837833, 'circuity_avg': 1.0404864812650678, 'self_loop_proportion': 0.0002843332385555871, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0404864812650678\n", - "4149\n", - "78822035.58785899\n", - "{'n': 7020, 'm': 19075, 'k_avg': 5.434472934472934, 'intersection_count': 6475, 'streets_per_node_avg': 3.0188034188034187, 'streets_per_node_counts': {0: 0, 1: 545, 2: 2, 3: 5282, 4: 1159, 5: 31, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07763532763532764, 2: 0.0002849002849002849, 3: 0.7524216524216524, 4: 0.1650997150997151, 5: 0.004415954415954416, 6: 0.00014245014245014244}, 'edge_length_total': 1746349.281999991, 'edge_length_avg': 91.55173169069415, 'street_length_total': 978835.0710000047, 'street_length_avg': 93.43595561282977, 'street_segments_count': 10476, 'node_density_km': 89.06138933921791, 'intersection_density_km': 82.14707919821026, 'edge_density_km': 22155.59733995226, 'street_density_km': 12418.292216127127, 'circuity_avg': 1.0452036922917787, 'self_loop_proportion': 0.0008387942332896461, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0452036922917787\n", - "4150\n", - "3994059.627417391\n", - "{'n': 187, 'm': 394, 'k_avg': 4.213903743315508, 'intersection_count': 105, 'streets_per_node_avg': 2.2032085561497325, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 90, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4385026737967914, 2: 0.0, 3: 0.48128342245989303, 4: 0.08021390374331551}, 'edge_length_total': 47717.425999999956, 'edge_length_avg': 121.11021827411156, 'street_length_total': 23858.71299999999, 'street_length_avg': 121.11021827411162, 'street_segments_count': 197, 'node_density_km': 46.81953136511298, 'intersection_density_km': 26.2890416755982, 'edge_density_km': 11947.099054916875, 'street_density_km': 5973.54952745844, 'circuity_avg': 1.0630258349469242, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630258349469242\n", - "4151\n", - "8979907.075610472\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 274, 'm': 650, 'k_avg': 4.744525547445256, 'intersection_count': 191, 'streets_per_node_avg': 2.4416058394160585, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 178, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3029197080291971, 2: 0.0, 3: 0.6496350364963503, 4: 0.04744525547445255}, 'edge_length_total': 89013.35199999996, 'edge_length_avg': 136.9436184615384, 'street_length_total': 44506.67599999998, 'street_length_avg': 136.9436184615384, 'street_segments_count': 325, 'node_density_km': 30.512565185021465, 'intersection_density_km': 21.26970784795292, 'edge_density_km': 9912.502573858612, 'street_density_km': 4956.251286929306, 'circuity_avg': 1.0943120290868664, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0943120290868664\n", - "4152\n", - "5990609.793807689\n", - "{'n': 563, 'm': 1566, 'k_avg': 5.5630550621669625, 'intersection_count': 523, 'streets_per_node_avg': 3.097690941385435, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 389, 4: 133, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07104795737122557, 2: 0.0, 3: 0.6909413854351687, 4: 0.23623445825932504, 5: 0.0017761989342806395}, 'edge_length_total': 125938.37500000001, 'edge_length_avg': 80.42041826309068, 'street_length_total': 69394.40599999992, 'street_length_avg': 81.64047764705873, 'street_segments_count': 850, 'node_density_km': 93.9804159139118, 'intersection_density_km': 87.30329933033015, 'edge_density_km': 21022.630305545637, 'street_density_km': 11583.863477759944, 'circuity_avg': 1.0232865746896862, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0232865746896862\n", - "4153\n", - "13981142.521746088\n", - "{'n': 688, 'm': 1474, 'k_avg': 4.284883720930233, 'intersection_count': 407, 'streets_per_node_avg': 2.2311046511627906, 'streets_per_node_counts': {0: 0, 1: 281, 2: 0, 3: 375, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.40843023255813954, 2: 0.0, 3: 0.5450581395348837, 4: 0.04505813953488372, 5: 0.0014534883720930232}, 'edge_length_total': 185636.05400000027, 'edge_length_avg': 125.94033514246965, 'street_length_total': 92818.02699999999, 'street_length_avg': 125.94033514246945, 'street_segments_count': 737, 'node_density_km': 49.20914002055939, 'intersection_density_km': 29.110639517976264, 'edge_density_km': 13277.602578706594, 'street_density_km': 6638.801289353286, 'circuity_avg': 1.0887651537036411, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0887651537036411\n", - "4154\n", - "13991180.732060215\n", - "{'n': 284, 'm': 754, 'k_avg': 5.309859154929577, 'intersection_count': 251, 'streets_per_node_avg': 2.9190140845070425, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 208, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11619718309859155, 2: 0.0, 3: 0.7323943661971831, 4: 0.15140845070422534}, 'edge_length_total': 120622.67899999989, 'edge_length_avg': 159.97702785145873, 'street_length_total': 63531.38900000004, 'street_length_avg': 158.4323915211971, 'street_segments_count': 401, 'node_density_km': 20.29850128011181, 'intersection_density_km': 17.939872610239664, 'edge_density_km': 8621.33663412681, 'street_density_km': 4540.816834309093, 'circuity_avg': 1.023946763010401, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023946763010401\n", - "4155\n", - "2995675.114059459\n", - "{'n': 128, 'm': 276, 'k_avg': 4.3125, 'intersection_count': 79, 'streets_per_node_avg': 2.2734375, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 75, 4: 3, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3828125, 2: 0.0, 3: 0.5859375, 4: 0.0234375, 5: 0.0078125}, 'edge_length_total': 28684.750000000036, 'edge_length_avg': 103.93025362318853, 'street_length_total': 14342.375000000002, 'street_length_avg': 103.93025362318842, 'street_segments_count': 138, 'node_density_km': 42.72826495745941, 'intersection_density_km': 26.371351028431977, 'edge_density_km': 9575.387486238167, 'street_density_km': 4787.693743119078, 'circuity_avg': 1.07715186974348, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07715186974348\n", - "4156\n", - "37965054.30513416\n", - "{'n': 1572, 'm': 3851, 'k_avg': 4.899491094147582, 'intersection_count': 1146, 'streets_per_node_avg': 2.5292620865139948, 'streets_per_node_counts': {0: 0, 1: 426, 2: 0, 3: 1036, 4: 108, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27099236641221375, 2: 0.0, 3: 0.6590330788804071, 4: 0.06870229007633588, 5: 0.001272264631043257}, 'edge_length_total': 566873.6679999991, 'edge_length_avg': 147.20167956374945, 'street_length_total': 285377.06499999994, 'street_length_avg': 146.27220143516143, 'street_segments_count': 1951, 'node_density_km': 41.40649944460668, 'intersection_density_km': 30.185654175266702, 'edge_density_km': 14931.459426974629, 'street_density_km': 7516.835422026706, 'circuity_avg': 1.0552529053496573, 'self_loop_proportion': 0.00025967281225655674, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0552529053496573\n", - "4157\n", - "6986758.105597889\n", - "{'n': 125, 'm': 329, 'k_avg': 5.264, 'intersection_count': 107, 'streets_per_node_avg': 2.896, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 86, 4: 19, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.144, 2: 0.0, 3: 0.688, 4: 0.152, 5: 0.016}, 'edge_length_total': 50111.863999999965, 'edge_length_avg': 152.3156960486321, 'street_length_total': 27074.756999999998, 'street_length_avg': 152.9647288135593, 'street_segments_count': 177, 'node_density_km': 17.890987223365904, 'intersection_density_km': 15.314685063201214, 'edge_density_km': 7172.405748504394, 'street_density_km': 3875.1530525018925, 'circuity_avg': 1.0688484314291102, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0688484314291102\n", - "4158\n", - "2993022.9314899957\n", - "{'n': 112, 'm': 288, 'k_avg': 5.142857142857143, 'intersection_count': 91, 'streets_per_node_avg': 2.794642857142857, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 72, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.6428571428571429, 4: 0.16964285714285715}, 'edge_length_total': 35592.61100000001, 'edge_length_avg': 123.58545486111115, 'street_length_total': 18495.11499999999, 'street_length_avg': 122.48420529801318, 'street_segments_count': 151, 'node_density_km': 37.42036147522726, 'intersection_density_km': 30.40404369862215, 'edge_density_km': 11891.860441670988, 'street_density_km': 6179.409721659799, 'circuity_avg': 1.0608522197681238, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0608522197681238\n", - "4159\n", - "4991049.623511108\n", - "{'n': 76, 'm': 200, 'k_avg': 5.2631578947368425, 'intersection_count': 67, 'streets_per_node_avg': 2.9210526315789473, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 55, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11842105263157894, 2: 0.0, 3: 0.7236842105263158, 4: 0.15789473684210525}, 'edge_length_total': 24630.347999999998, 'edge_length_avg': 123.15173999999999, 'street_length_total': 13429.977, 'street_length_avg': 129.13439423076923, 'street_segments_count': 104, 'node_density_km': 15.22725793828823, 'intersection_density_km': 13.42403002454357, 'edge_density_km': 4934.903448760548, 'street_density_km': 2690.812156372084, 'circuity_avg': 1.0746577763933036, 'self_loop_proportion': 0.01, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0746577763933036\n", - "4160\n", - "3992852.8991019926\n", - "{'n': 24, 'm': 60, 'k_avg': 5.0, 'intersection_count': 23, 'streets_per_node_avg': 3.0416666666666665, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 20, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.041666666666666664, 2: 0.0, 3: 0.8333333333333334, 4: 0.125}, 'edge_length_total': 12019.352999999997, 'edge_length_avg': 200.32254999999995, 'street_length_total': 6645.433000000001, 'street_length_avg': 189.8695142857143, 'street_segments_count': 35, 'node_density_km': 6.010739841028877, 'intersection_density_km': 5.7602923476526735, 'edge_density_km': 3010.2168308537475, 'street_density_km': 1664.3320372495023, 'circuity_avg': 1.075448254337471, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075448254337471\n", - "4161\n", - "4988650.013926494\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 90, 'm': 204, 'k_avg': 4.533333333333333, 'intersection_count': 61, 'streets_per_node_avg': 2.3666666666666667, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 60, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32222222222222224, 2: 0.0, 3: 0.6666666666666666, 4: 0.011111111111111112}, 'edge_length_total': 33581.56599999999, 'edge_length_avg': 164.61551960784308, 'street_length_total': 16790.783, 'street_length_avg': 164.61551960784314, 'street_segments_count': 102, 'node_density_km': 18.040952912862757, 'intersection_density_km': 12.227756974273646, 'edge_density_km': 6731.593899402142, 'street_density_km': 3365.7969497010713, 'circuity_avg': 1.085782951115066, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.085782951115066\n", - "4162\n", - "6984248.355254933\n", - "{'n': 222, 'm': 578, 'k_avg': 5.207207207207207, 'intersection_count': 183, 'streets_per_node_avg': 2.774774774774775, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 156, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17567567567567569, 2: 0.0, 3: 0.7027027027027027, 4: 0.11711711711711711, 5: 0.0045045045045045045}, 'edge_length_total': 62628.585000000014, 'edge_length_avg': 108.35395328719726, 'street_length_total': 33332.44999999998, 'street_length_avg': 112.60962837837832, 'street_segments_count': 296, 'node_density_km': 31.785811258124532, 'intersection_density_km': 26.201817388454007, 'edge_density_km': 8967.118838618962, 'street_density_km': 4772.5178579769035, 'circuity_avg': 1.077573482813387, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077573482813387\n", - "4163\n", - "11977096.167992266\n", - "{'n': 846, 'm': 2503, 'k_avg': 5.91725768321513, 'intersection_count': 803, 'streets_per_node_avg': 3.0851063829787235, 'streets_per_node_counts': {0: 0, 1: 43, 2: 1, 3: 644, 4: 157, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0508274231678487, 2: 0.001182033096926714, 3: 0.7612293144208038, 4: 0.18557919621749408, 5: 0.001182033096926714}, 'edge_length_total': 184497.57399999994, 'edge_length_avg': 73.71057690771072, 'street_length_total': 98494.21400000002, 'street_length_avg': 75.9400262143408, 'street_segments_count': 1297, 'node_density_km': 70.63481733250673, 'intersection_density_km': 67.0446315815637, 'edge_density_km': 15404.199099031486, 'street_density_km': 8223.547061700741, 'circuity_avg': 1.032464777724991, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.032464777724991\n", - "4164\n", - "7986110.027729191\n", - "{'n': 880, 'm': 2449, 'k_avg': 5.5659090909090905, 'intersection_count': 792, 'streets_per_node_avg': 2.9863636363636363, 'streets_per_node_counts': {0: 0, 1: 88, 2: 1, 3: 632, 4: 153, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1, 2: 0.0011363636363636363, 3: 0.7181818181818181, 4: 0.17386363636363636, 5: 0.006818181818181818}, 'edge_length_total': 182042.93500000078, 'edge_length_avg': 74.33357901184189, 'street_length_total': 95959.25899999996, 'street_length_avg': 75.2621639215686, 'street_segments_count': 1275, 'node_density_km': 110.1913192961885, 'intersection_density_km': 99.17218736656964, 'edge_density_km': 22794.944518409517, 'street_density_km': 12015.769713516642, 'circuity_avg': 1.030108824246172, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030108824246172\n", - "4165\n", - "7983690.533556063\n", - "{'n': 95, 'm': 210, 'k_avg': 4.421052631578948, 'intersection_count': 84, 'streets_per_node_avg': 2.8842105263157896, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 73, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11578947368421053, 2: 0.0, 3: 0.7684210526315789, 4: 0.11578947368421053}, 'edge_length_total': 33937.385, 'edge_length_avg': 161.60659523809525, 'street_length_total': 20934.313000000006, 'street_length_avg': 163.54932031250004, 'street_segments_count': 128, 'node_density_km': 11.899258820304686, 'intersection_density_km': 10.521449904269407, 'edge_density_km': 4250.839239992905, 'street_density_km': 2622.1348274975694, 'circuity_avg': 1.0367837698078746, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0367837698078746\n", - "4166\n", - "6991945.770805485\n", - "{'n': 475, 'm': 1399, 'k_avg': 5.890526315789474, 'intersection_count': 459, 'streets_per_node_avg': 3.136842105263158, 'streets_per_node_counts': {0: 0, 1: 16, 2: 2, 3: 360, 4: 95, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03368421052631579, 2: 0.004210526315789474, 3: 0.7578947368421053, 4: 0.2, 5: 0.004210526315789474}, 'edge_length_total': 128827.50299999991, 'edge_length_avg': 92.08542030021438, 'street_length_total': 67260.958, 'street_length_avg': 92.13829863013699, 'street_segments_count': 730, 'node_density_km': 67.93530950759636, 'intersection_density_km': 65.64696223997205, 'edge_density_km': 18425.129030306933, 'street_density_km': 9619.776841068293, 'circuity_avg': 1.052884854918102, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052884854918102\n", - "4167\n", - "4992871.254275983\n", - "{'n': 49, 'm': 112, 'k_avg': 4.571428571428571, 'intersection_count': 35, 'streets_per_node_avg': 2.5918367346938775, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 28, 4: 6, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.5714285714285714, 4: 0.12244897959183673, 5: 0.02040816326530612}, 'edge_length_total': 15342.663999999992, 'edge_length_avg': 136.98807142857135, 'street_length_total': 7671.331999999999, 'street_length_avg': 136.98807142857143, 'street_segments_count': 56, 'node_density_km': 9.813992291116165, 'intersection_density_km': 7.009994493654403, 'edge_density_km': 3072.9140045139884, 'street_density_km': 1536.4570022569949, 'circuity_avg': 1.028030920720196, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028030920720196\n", - "4168\n", - "19955250.971226126\n", - "{'n': 725, 'm': 1751, 'k_avg': 4.830344827586207, 'intersection_count': 530, 'streets_per_node_avg': 2.5048275862068965, 'streets_per_node_counts': {0: 0, 1: 195, 2: 0, 3: 499, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2689655172413793, 2: 0.0, 3: 0.6882758620689655, 4: 0.04275862068965517}, 'edge_length_total': 228673.70199999976, 'edge_length_avg': 130.59606053683595, 'street_length_total': 116060.90599999992, 'street_length_avg': 131.7376912599318, 'street_segments_count': 881, 'node_density_km': 36.33128949595232, 'intersection_density_km': 26.55942542462721, 'edge_density_km': 11459.324782721547, 'street_density_km': 5816.058448342767, 'circuity_avg': 1.0738698081701878, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0738698081701878\n", - "4169\n", - "5986838.418952076\n", - "{'n': 216, 'm': 504, 'k_avg': 4.666666666666667, 'intersection_count': 157, 'streets_per_node_avg': 2.4953703703703702, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 148, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27314814814814814, 2: 0.0, 3: 0.6851851851851852, 4: 0.041666666666666664}, 'edge_length_total': 57153.77600000004, 'edge_length_avg': 113.40034920634929, 'street_length_total': 28576.88799999999, 'street_length_avg': 113.40034920634918, 'street_segments_count': 252, 'node_density_km': 36.07914309432928, 'intersection_density_km': 26.22419197134119, 'edge_density_km': 9546.570660579833, 'street_density_km': 4773.285330289912, 'circuity_avg': 1.0648542367797322, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0648542367797322\n", - "4170\n", - "29930526.43058468\n", - "error with entry 4170\n", - "4171\n", - "5986921.1345290225\n", - "{'n': 163, 'm': 430, 'k_avg': 5.276073619631902, 'intersection_count': 135, 'streets_per_node_avg': 2.7791411042944785, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 115, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17177914110429449, 2: 0.0, 3: 0.7055214723926381, 4: 0.12269938650306748}, 'edge_length_total': 49503.769999999946, 'edge_length_avg': 115.12504651162779, 'street_length_total': 24751.885000000006, 'street_length_avg': 115.12504651162793, 'street_segments_count': 215, 'node_density_km': 27.226014229569913, 'intersection_density_km': 22.549152889521093, 'edge_density_km': 8268.65243213101, 'street_density_km': 4134.32621606551, 'circuity_avg': 1.0306540233778974, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0306540233778974\n", - "4172\n", - "3991391.813844579\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 438, 'm': 1226, 'k_avg': 5.598173515981735, 'intersection_count': 396, 'streets_per_node_avg': 2.9771689497716896, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 322, 4: 74}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0958904109589041, 2: 0.0, 3: 0.7351598173515982, 4: 0.1689497716894977}, 'edge_length_total': 92364.321, 'edge_length_avg': 75.33794535073409, 'street_length_total': 49507.218, 'street_length_avg': 76.87456211180124, 'street_segments_count': 644, 'node_density_km': 109.73615731754249, 'intersection_density_km': 99.2135120953124, 'edge_density_km': 23140.88050178994, 'street_density_km': 12403.49740365724, 'circuity_avg': 1.0398676790937746, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0398676790937746\n", - "4173\n", - "4989980.592390859\n", - "{'n': 354, 'm': 1063, 'k_avg': 6.005649717514125, 'intersection_count': 337, 'streets_per_node_avg': 3.1779661016949152, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 245, 4: 87, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0480225988700565, 2: 0.0, 3: 0.692090395480226, 4: 0.2457627118644068, 5: 0.014124293785310734}, 'edge_length_total': 79179.44800000012, 'edge_length_avg': 74.48678080903116, 'street_length_total': 41605.668999999994, 'street_length_avg': 74.56213082437274, 'street_segments_count': 558, 'node_density_km': 70.94215968290717, 'intersection_density_km': 67.53533280547943, 'edge_density_km': 15867.686563899586, 'street_density_km': 8337.841847209549, 'circuity_avg': 1.0293343770585317, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0293343770585317\n", - "4174\n", - "25975191.896298505\n", - "{'n': 695, 'm': 1991, 'k_avg': 5.729496402877698, 'intersection_count': 617, 'streets_per_node_avg': 3.047482014388489, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 429, 4: 187, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11223021582733812, 2: 0.0, 3: 0.6172661870503597, 4: 0.26906474820143883, 5: 0.0014388489208633094}, 'edge_length_total': 264458.5510000002, 'edge_length_avg': 132.82699698643907, 'street_length_total': 145680.94500000012, 'street_length_avg': 138.61174595623228, 'street_segments_count': 1051, 'node_density_km': 26.756298963051677, 'intersection_density_km': 23.753433755687603, 'edge_density_km': 10181.19719984382, 'street_density_km': 5608.464629697686, 'circuity_avg': 1.0342259444853117, 'self_loop_proportion': 0.0010045203415369162, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0342259444853117\n", - "4175\n", - "4992663.114520824\n", - "{'n': 32, 'm': 66, 'k_avg': 4.125, 'intersection_count': 18, 'streets_per_node_avg': 2.15625, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 17, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4375, 2: 0.0, 3: 0.53125, 4: 0.03125}, 'edge_length_total': 18363.103999999996, 'edge_length_avg': 278.2288484848484, 'street_length_total': 9181.552, 'street_length_avg': 278.22884848484847, 'street_segments_count': 33, 'node_density_km': 6.409405014115645, 'intersection_density_km': 3.6052903204400506, 'edge_density_km': 3678.01783913522, 'street_density_km': 1839.0089195676103, 'circuity_avg': 1.356749586417625, 'self_loop_proportion': 0.030303030303030304, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.356749586417625\n", - "4176\n", - "6986103.87291161\n", - "{'n': 81, 'm': 232, 'k_avg': 5.728395061728395, 'intersection_count': 65, 'streets_per_node_avg': 2.9876543209876543, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 34, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19753086419753085, 2: 0.0, 3: 0.41975308641975306, 4: 0.38271604938271603}, 'edge_length_total': 45967.49800000002, 'edge_length_avg': 198.1357672413794, 'street_length_total': 22983.749, 'street_length_avg': 198.1357672413793, 'street_segments_count': 116, 'node_density_km': 11.594445412424351, 'intersection_density_km': 9.304184590217071, 'edge_density_km': 6579.847485268219, 'street_density_km': 3289.923742634108, 'circuity_avg': 1.024474575614691, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024474575614691\n", - "4177\n", - "21953626.25749772\n", - "{'n': 2571, 'm': 7589, 'k_avg': 5.903539478802022, 'intersection_count': 2443, 'streets_per_node_avg': 3.164527421236873, 'streets_per_node_counts': {0: 0, 1: 128, 2: 5, 3: 1765, 4: 663, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.049786075457020615, 2: 0.0019447685725398677, 3: 0.6865033061065733, 4: 0.25787631271878647, 5: 0.003500583430571762, 6: 0.00038895371450797355}, 'edge_length_total': 567776.4949999993, 'edge_length_avg': 74.81571946237966, 'street_length_total': 306026.05799999926, 'street_length_avg': 75.936987096774, 'street_segments_count': 4030, 'node_density_km': 117.11049326632033, 'intersection_density_km': 111.2800214117544, 'edge_density_km': 25862.53807641866, 'street_density_km': 13939.658733849657, 'circuity_avg': 1.0272557516741834, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0272557516741834\n", - "4178\n", - "6993226.907835238\n", - "{'n': 357, 'm': 1028, 'k_avg': 5.759103641456583, 'intersection_count': 333, 'streets_per_node_avg': 3.1512605042016806, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 232, 4: 100, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06722689075630252, 2: 0.0, 3: 0.6498599439775911, 4: 0.2801120448179272, 5: 0.0028011204481792717}, 'edge_length_total': 115045.46699999977, 'edge_length_avg': 111.9119328793772, 'street_length_total': 61834.26800000008, 'street_length_avg': 113.24957509157524, 'street_segments_count': 546, 'node_density_km': 51.04939460780485, 'intersection_density_km': 47.61750253333058, 'edge_density_km': 16450.98443339546, 'street_density_km': 8842.022261671607, 'circuity_avg': 1.0489520732076878, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0489520732076878\n", - "4179\n", - "4991988.412213966\n", - "{'n': 107, 'm': 294, 'k_avg': 5.4953271028037385, 'intersection_count': 94, 'streets_per_node_avg': 2.8598130841121496, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 83, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12149532710280374, 2: 0.0, 3: 0.7757009345794392, 4: 0.102803738317757}, 'edge_length_total': 38499.64000000002, 'edge_length_avg': 130.95115646258512, 'street_length_total': 19326.822000000004, 'street_length_avg': 130.58663513513517, 'street_segments_count': 148, 'node_density_km': 21.43434462672262, 'intersection_density_km': 18.83017191506473, 'edge_density_km': 7712.285530511735, 'street_density_km': 3871.5678811899493, 'circuity_avg': 1.1042477081440278, 'self_loop_proportion': 0.006802721088435374, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1042477081440278\n", - "4180\n", - "36921483.21080927\n", - "{'n': 3211, 'm': 9413, 'k_avg': 5.862971037060106, 'intersection_count': 3030, 'streets_per_node_avg': 3.1544690127686077, 'streets_per_node_counts': {0: 0, 1: 181, 2: 1, 3: 2185, 4: 829, 5: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05636873248209281, 2: 0.0003114294612270321, 3: 0.6804733727810651, 4: 0.2581750233572096, 5: 0.004671441918405481}, 'edge_length_total': 709573.1309999982, 'edge_length_avg': 75.38225124827348, 'street_length_total': 388803.33499999956, 'street_length_avg': 77.43543815972905, 'street_segments_count': 5021, 'node_density_km': 86.96833715119917, 'intersection_density_km': 82.06604221991076, 'edge_density_km': 19218.435157346576, 'street_density_km': 10530.54485325151, 'circuity_avg': 1.0271934369795637, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0271934369795637\n", - "4181\n", - "5986672.108166371\n", - "{'n': 18, 'm': 29, 'k_avg': 3.2222222222222223, 'intersection_count': 14, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 12, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6666666666666666, 4: 0.1111111111111111}, 'edge_length_total': 15569.809000000001, 'edge_length_avg': 536.8899655172414, 'street_length_total': 10856.332, 'street_length_avg': 542.8166, 'street_segments_count': 20, 'node_density_km': 3.006678781596598, 'intersection_density_km': 2.3385279412417983, 'edge_density_km': 2600.7452418784305, 'street_density_km': 1813.4168372426755, 'circuity_avg': 1.0993958303455191, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0993958303455191\n", - "4182\n", - "5987190.163760357\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 142, 'm': 341, 'k_avg': 4.802816901408451, 'intersection_count': 111, 'streets_per_node_avg': 2.6619718309859155, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 99, 4: 11, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21830985915492956, 2: 0.0, 3: 0.6971830985915493, 4: 0.07746478873239436, 5: 0.0, 6: 0.007042253521126761}, 'edge_length_total': 38931.03299999997, 'edge_length_avg': 114.1672521994134, 'street_length_total': 20100.122999999985, 'street_length_avg': 111.05040331491705, 'street_segments_count': 181, 'node_density_km': 23.717302460093315, 'intersection_density_km': 18.53958150049548, 'edge_density_km': 6502.387920738544, 'street_density_km': 3357.1880047611116, 'circuity_avg': 1.0357760662422675, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0357760662422675\n", - "4183\n", - "2996462.1665688152\n", - "{'n': 93, 'm': 252, 'k_avg': 5.419354838709677, 'intersection_count': 80, 'streets_per_node_avg': 2.89247311827957, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 64, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13978494623655913, 2: 0.0, 3: 0.6881720430107527, 4: 0.17204301075268819}, 'edge_length_total': 31782.47599999998, 'edge_length_avg': 126.12093650793643, 'street_length_total': 15891.238000000005, 'street_length_avg': 126.12093650793655, 'street_segments_count': 126, 'node_density_km': 31.036600774603574, 'intersection_density_km': 26.698151203960062, 'edge_density_km': 10606.666873552891, 'street_density_km': 5303.333436776451, 'circuity_avg': 1.083887527103351, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.083887527103351\n", - "4184\n", - "13985156.22697905\n", - "{'n': 178, 'm': 487, 'k_avg': 5.47191011235955, 'intersection_count': 163, 'streets_per_node_avg': 2.9269662921348316, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 146, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08426966292134831, 2: 0.0, 3: 0.8202247191011236, 4: 0.09550561797752809}, 'edge_length_total': 75152.63199999993, 'edge_length_avg': 154.31751950718672, 'street_length_total': 39411.279999999984, 'street_length_avg': 153.35128404669254, 'street_segments_count': 257, 'node_density_km': 12.72778059186901, 'intersection_density_km': 11.65521481165533, 'edge_density_km': 5373.74275841277, 'street_density_km': 2818.079352161321, 'circuity_avg': 1.1044123909194712, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1044123909194712\n", - "4185\n", - "1995612.8876479475\n", - "{'n': 33, 'm': 76, 'k_avg': 4.606060606060606, 'intersection_count': 22, 'streets_per_node_avg': 2.4242424242424243, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 19, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5757575757575758, 4: 0.09090909090909091}, 'edge_length_total': 9530.869999999997, 'edge_length_avg': 125.40618421052628, 'street_length_total': 4765.435, 'street_length_avg': 125.40618421052632, 'street_segments_count': 38, 'node_density_km': 16.536273244303498, 'intersection_density_km': 11.024182162869, 'edge_density_km': 4775.911229573783, 'street_density_km': 2387.9556147868925, 'circuity_avg': 1.0489121544784918, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0489121544784918\n", - "4186\n", - "17962586.133942638\n", - "{'n': 370, 'm': 1036, 'k_avg': 5.6, 'intersection_count': 308, 'streets_per_node_avg': 2.889189189189189, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 225, 4: 83}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16756756756756758, 2: 0.0, 3: 0.6081081081081081, 4: 0.22432432432432434}, 'edge_length_total': 181224.36999999994, 'edge_length_avg': 174.926998069498, 'street_length_total': 90612.18499999994, 'street_length_avg': 174.92699806949796, 'street_segments_count': 518, 'node_density_km': 20.59837025921546, 'intersection_density_km': 17.1467514590226, 'edge_density_km': 10088.991008792045, 'street_density_km': 5044.495504396022, 'circuity_avg': 1.0143010809391817, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0143010809391817\n", - "4187\n", - "10980788.48963322\n", - "{'n': 41, 'm': 82, 'k_avg': 4.0, 'intersection_count': 27, 'streets_per_node_avg': 2.317073170731707, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34146341463414637, 2: 0.0, 3: 0.6585365853658537}, 'edge_length_total': 31313.496, 'edge_length_avg': 381.8719024390244, 'street_length_total': 15656.748, 'street_length_avg': 381.8719024390244, 'street_segments_count': 41, 'node_density_km': 3.733793801666194, 'intersection_density_km': 2.4588398206094446, 'edge_density_km': 2851.6618847146133, 'street_density_km': 1425.8309423573066, 'circuity_avg': 1.1012423797173998, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1012423797173998\n", - "4188\n", - "45892867.96168995\n", - "error with entry 4188\n", - "4189\n", - "11989478.912577054\n", - "{'n': 1102, 'm': 3177, 'k_avg': 5.765880217785844, 'intersection_count': 1042, 'streets_per_node_avg': 3.0517241379310347, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 871, 4: 165, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0544464609800363, 2: 0.0, 3: 0.7903811252268602, 4: 0.14972776769509982, 5: 0.0054446460980036296}, 'edge_length_total': 258914.42399999988, 'edge_length_avg': 81.49651369216238, 'street_length_total': 137486.47799999992, 'street_length_avg': 82.873103074141, 'street_segments_count': 1659, 'node_density_km': 91.9139195318984, 'intersection_density_km': 86.90953189858269, 'edge_density_km': 21595.135692544292, 'street_density_km': 11467.26050418885, 'circuity_avg': 1.034079934807195, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034079934807195\n", - "4190\n", - "4991340.517106941\n", - "{'n': 344, 'm': 953, 'k_avg': 5.540697674418604, 'intersection_count': 312, 'streets_per_node_avg': 2.9563953488372094, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 263, 4: 49}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09302325581395349, 2: 0.0, 3: 0.7645348837209303, 4: 0.14244186046511628}, 'edge_length_total': 89923.54899999981, 'edge_length_avg': 94.35839349422855, 'street_length_total': 46901.00099999998, 'street_length_avg': 94.94129757085017, 'street_segments_count': 494, 'node_density_km': 68.91936120587256, 'intersection_density_km': 62.508257837884415, 'edge_density_km': 18015.911495479555, 'street_density_km': 9396.47392103485, 'circuity_avg': 1.0323512256432372, 'self_loop_proportion': 0.002098635886673662, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0323512256432372\n", - "4191\n", - "6987241.95391215\n", - "{'n': 277, 'm': 852, 'k_avg': 6.1516245487364625, 'intersection_count': 255, 'streets_per_node_avg': 3.2129963898916967, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 152, 4: 103}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07942238267148015, 2: 0.0, 3: 0.5487364620938628, 4: 0.37184115523465705}, 'edge_length_total': 86748.37700000007, 'edge_length_avg': 101.8173438967137, 'street_length_total': 45114.72900000003, 'street_length_avg': 102.53347500000007, 'street_segments_count': 440, 'node_density_km': 39.64368227507965, 'intersection_density_km': 36.4950865709217, 'edge_density_km': 12415.253052948843, 'street_density_km': 6456.729178347736, 'circuity_avg': 1.0594347209978379, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0594347209978379\n", - "4192\n", - "1995620.069337859\n", - "{'n': 26, 'm': 64, 'k_avg': 4.923076923076923, 'intersection_count': 23, 'streets_per_node_avg': 2.8461538461538463, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 21, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11538461538461539, 2: 0.0, 3: 0.8076923076923077, 4: 0.07692307692307693}, 'edge_length_total': 12231.801999999996, 'edge_length_avg': 191.12190624999994, 'street_length_total': 6115.901, 'street_length_avg': 191.12190625, 'street_segments_count': 32, 'node_density_km': 13.028532033468037, 'intersection_density_km': 11.525239875760187, 'edge_density_km': 6129.324007078398, 'street_density_km': 3064.6620035391998, 'circuity_avg': 1.3000458184850334, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3000458184850334\n", - "4193\n", - "7984258.944118848\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 94, 'm': 226, 'k_avg': 4.808510638297872, 'intersection_count': 60, 'streets_per_node_avg': 2.4574468085106385, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 43, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3617021276595745, 2: 0.0, 3: 0.4574468085106383, 4: 0.18085106382978725}, 'edge_length_total': 54278.71799999999, 'edge_length_avg': 240.17131858407078, 'street_length_total': 27139.359000000004, 'street_length_avg': 240.17131858407083, 'street_segments_count': 113, 'node_density_km': 11.773165256525123, 'intersection_density_km': 7.514786333952207, 'edge_density_km': 6798.216137514093, 'street_density_km': 3399.1080687570475, 'circuity_avg': 1.0269849079387527, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0269849079387527\n", - "4194\n", - "5994837.157526417\n", - "{'n': 408, 'm': 1140, 'k_avg': 5.588235294117647, 'intersection_count': 385, 'streets_per_node_avg': 3.0637254901960786, 'streets_per_node_counts': {0: 0, 1: 23, 2: 1, 3: 312, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.056372549019607844, 2: 0.0024509803921568627, 3: 0.7647058823529411, 4: 0.17401960784313725, 5: 0.0024509803921568627}, 'edge_length_total': 119450.09000000019, 'edge_length_avg': 104.78078070175455, 'street_length_total': 63880.715999999964, 'street_length_avg': 105.24005930807243, 'street_segments_count': 607, 'node_density_km': 68.0585626062858, 'intersection_density_km': 64.2219279495589, 'edge_density_km': 19925.493697528153, 'street_density_km': 10655.955169657746, 'circuity_avg': 1.073928485503605, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.073928485503605\n", - "4195\n", - "94831101.81394547\n", - "{'n': 6448, 'm': 17019, 'k_avg': 5.278846153846154, 'intersection_count': 5240, 'streets_per_node_avg': 2.7493796526054592, 'streets_per_node_counts': {0: 0, 1: 1208, 2: 5, 3: 4448, 4: 773, 5: 10, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18734491315136476, 2: 0.0007754342431761787, 3: 0.6898263027295285, 4: 0.11988213399503722, 5: 0.0015508684863523574, 6: 0.0006203473945409429}, 'edge_length_total': 1913964.7629999886, 'edge_length_avg': 112.460471414301, 'street_length_total': 1003314.0200000013, 'street_length_avg': 114.15565138240999, 'street_segments_count': 8789, 'node_density_km': 67.99457010054252, 'intersection_density_km': 55.256133270292, 'edge_density_km': 20182.880156292023, 'street_density_km': 10580.010152876428, 'circuity_avg': 1.0432162189765999, 'self_loop_proportion': 0.0004700628709089841, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0432162189765999\n", - "4196\n", - "4996000.735701314\n", - "{'n': 64, 'm': 149, 'k_avg': 4.65625, 'intersection_count': 54, 'streets_per_node_avg': 2.90625, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 40, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15625, 2: 0.0, 3: 0.625, 4: 0.21875}, 'edge_length_total': 22844.75299999999, 'edge_length_avg': 153.32048993288583, 'street_length_total': 15094.331000000002, 'street_length_avg': 171.52648863636367, 'street_segments_count': 88, 'node_density_km': 12.810246312146708, 'intersection_density_km': 10.808645325873783, 'edge_density_km': 4572.608013596129, 'street_density_km': 3021.282781672996, 'circuity_avg': 1.1557543276647875, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1557543276647875\n", - "4197\n", - "8980429.812999401\n", - "{'n': 146, 'm': 398, 'k_avg': 5.4520547945205475, 'intersection_count': 118, 'streets_per_node_avg': 2.8219178082191783, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 88, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1917808219178082, 2: 0.0, 3: 0.6027397260273972, 4: 0.2054794520547945}, 'edge_length_total': 67817.1639999999, 'edge_length_avg': 170.3948844221103, 'street_length_total': 33908.582, 'street_length_avg': 170.39488442211055, 'street_segments_count': 199, 'node_density_km': 16.25757375094244, 'intersection_density_km': 13.139682894597314, 'edge_density_km': 7551.661269244911, 'street_density_km': 3775.8306346224613, 'circuity_avg': 1.0337769730701232, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0337769730701232\n", - "4198\n", - "11972489.813184144\n", - "{'n': 592, 'm': 1601, 'k_avg': 5.408783783783784, 'intersection_count': 486, 'streets_per_node_avg': 2.863175675675676, 'streets_per_node_counts': {0: 0, 1: 106, 2: 0, 3: 355, 4: 131}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17905405405405406, 2: 0.0, 3: 0.5996621621621622, 4: 0.22128378378378377}, 'edge_length_total': 223285.84299999985, 'edge_length_avg': 139.46648532167387, 'street_length_total': 115780.47799999992, 'street_length_avg': 140.17007021791758, 'street_segments_count': 826, 'node_density_km': 49.446690641414264, 'intersection_density_km': 40.593060222512385, 'edge_density_km': 18649.90878957498, 'street_density_km': 9670.543037130179, 'circuity_avg': 1.021873779887556, 'self_loop_proportion': 0.0012492192379762648, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.021873779887556\n", - "4199\n", - "5987568.198863898\n", - "{'n': 126, 'm': 328, 'k_avg': 5.2063492063492065, 'intersection_count': 98, 'streets_per_node_avg': 2.7857142857142856, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 69, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.5476190476190477, 4: 0.23015873015873015}, 'edge_length_total': 65367.11800000001, 'edge_length_avg': 199.28999390243905, 'street_length_total': 32683.559, 'street_length_avg': 199.28999390243902, 'street_segments_count': 164, 'node_density_km': 21.043601645139955, 'intersection_density_km': 16.36724572399774, 'edge_density_km': 10917.139618117919, 'street_density_km': 5458.5698090589585, 'circuity_avg': 1.0695989893688096, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0695989893688096\n", - "4200\n", - "12971218.484107368\n", - "{'n': 398, 'm': 950, 'k_avg': 4.773869346733668, 'intersection_count': 284, 'streets_per_node_avg': 2.4673366834170856, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 268, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2864321608040201, 2: 0.0, 3: 0.6733668341708543, 4: 0.04020100502512563}, 'edge_length_total': 134514.32000000004, 'edge_length_avg': 141.5940210526316, 'street_length_total': 67257.16000000003, 'street_length_avg': 141.59402105263166, 'street_segments_count': 475, 'node_density_km': 30.683316335133718, 'intersection_density_km': 21.894627736628077, 'edge_density_km': 10370.214653681922, 'street_density_km': 5185.107326840962, 'circuity_avg': 1.062854119728002, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062854119728002\n", - "4201\n", - "4989287.752018225\n", - "{'n': 707, 'm': 1805, 'k_avg': 5.106082036775106, 'intersection_count': 605, 'streets_per_node_avg': 2.8345120226308347, 'streets_per_node_counts': {0: 0, 1: 102, 2: 1, 3: 517, 4: 86, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14427157001414428, 2: 0.0014144271570014145, 3: 0.7312588401697313, 4: 0.12164073550212164, 5: 0.0014144271570014145}, 'edge_length_total': 121600.45199999989, 'edge_length_avg': 67.36867146814399, 'street_length_total': 66393.03399999999, 'street_length_avg': 68.44642680412369, 'street_segments_count': 970, 'node_density_km': 141.70359280520756, 'intersection_density_km': 121.25979299455527, 'edge_density_km': 24372.306838949324, 'street_density_km': 13307.1166266454, 'circuity_avg': 1.0798094320365605, 'self_loop_proportion': 0.0110803324099723, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0798094320365605\n", - "4202\n", - "2993041.176282348\n", - "error with entry 4202\n", - "4203\n", - "3993202.441730398\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 3, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 8293.471999999998, 'edge_length_avg': 1382.245333333333, 'street_length_total': 4146.736, 'street_length_avg': 1382.2453333333333, 'street_segments_count': 3, 'node_density_km': 1.001702282408366, 'intersection_density_km': 0.7512767118062745, 'edge_density_km': 2076.8974578724683, 'street_density_km': 1038.4487289362344, 'circuity_avg': 1.569158520615804, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.569158520615804\n", - "4204\n", - "3992104.950804314\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 164, 'm': 438, 'k_avg': 5.341463414634147, 'intersection_count': 152, 'streets_per_node_avg': 3.018292682926829, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 125, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07317073170731707, 2: 0.0, 3: 0.7621951219512195, 4: 0.16463414634146342}, 'edge_length_total': 43941.23899999998, 'edge_length_avg': 100.32246347031959, 'street_length_total': 24250.05299999999, 'street_length_avg': 99.7944567901234, 'street_segments_count': 243, 'node_density_km': 41.08108429538104, 'intersection_density_km': 38.07515129815803, 'edge_density_km': 11007.035020746853, 'street_density_km': 6074.502874758886, 'circuity_avg': 1.0472991232694977, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0472991232694977\n", - "4205\n", - "8979448.642116869\n", - "{'n': 315, 'm': 882, 'k_avg': 5.6, 'intersection_count': 266, 'streets_per_node_avg': 2.8857142857142857, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 205, 4: 60, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15555555555555556, 2: 0.0, 3: 0.6507936507936508, 4: 0.19047619047619047, 5: 0.0031746031746031746}, 'edge_length_total': 77968.75800000007, 'edge_length_avg': 88.39995238095247, 'street_length_total': 38984.379, 'street_length_avg': 88.39995238095239, 'street_segments_count': 441, 'node_density_km': 35.08010486551878, 'intersection_density_km': 29.62319966421586, 'edge_density_km': 8683.022878965901, 'street_density_km': 4341.511439482947, 'circuity_avg': 1.0688662647782752, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0688662647782752\n", - "4206\n", - "2997894.957978626\n", - "{'n': 25, 'm': 55, 'k_avg': 4.4, 'intersection_count': 22, 'streets_per_node_avg': 2.84, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 20, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12, 2: 0.0, 3: 0.8, 4: 0.08}, 'edge_length_total': 7413.8859999999995, 'edge_length_avg': 134.79792727272726, 'street_length_total': 4321.613, 'street_length_avg': 130.9579696969697, 'street_segments_count': 33, 'node_density_km': 8.33918477812732, 'intersection_density_km': 7.338482604752042, 'edge_density_km': 2473.0306111188497, 'street_density_km': 1441.549173862286, 'circuity_avg': 1.1247035524147686, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1247035524147686\n", - "4207\n", - "691406411.1986513\n", - "error with entry 4207\n", - "4208\n", - "2994493.1000569263\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 524.236, 'edge_length_avg': 131.059, 'street_length_total': 262.118, 'street_length_avg': 131.059, 'street_segments_count': 2, 'node_density_km': 1.001839009060655, 'intersection_density_km': 0.6678926727071034, 'edge_density_km': 175.06669158464052, 'street_density_km': 87.53334579232026, 'circuity_avg': 1.0699667411146803, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0699667411146803\n", - "4209\n", - "5990571.551794648\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 3678.474, 'edge_length_avg': 1839.237, 'street_length_total': 1839.237, 'street_length_avg': 1839.237, 'street_segments_count': 1, 'node_density_km': 0.33385796041461896, 'intersection_density_km': 0.16692898020730948, 'edge_density_km': 614.0439135391025, 'street_density_km': 307.02195676955125, 'circuity_avg': 1.146719126674212, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.146719126674212\n", - "4210\n", - "8985490.790198728\n", - "{'n': 352, 'm': 996, 'k_avg': 5.659090909090909, 'intersection_count': 318, 'streets_per_node_avg': 3.0255681818181817, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 246, 4: 67, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09659090909090909, 2: 0.0, 3: 0.6988636363636364, 4: 0.1903409090909091, 5: 0.014204545454545454}, 'edge_length_total': 112673.21199999997, 'edge_length_avg': 113.12571485943772, 'street_length_total': 57524.65599999993, 'street_length_avg': 111.91567315175084, 'street_segments_count': 514, 'node_density_km': 39.17426529266021, 'intersection_density_km': 35.39038739507371, 'edge_density_km': 12539.461074614048, 'street_density_km': 6401.949247196066, 'circuity_avg': 1.0245863577685574, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0245863577685574\n", - "4211\n", - "5986139.894053574\n", - "{'n': 326, 'm': 1030, 'k_avg': 6.319018404907975, 'intersection_count': 315, 'streets_per_node_avg': 3.3251533742331287, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 189, 4: 124, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03374233128834356, 2: 0.0, 3: 0.5797546012269938, 4: 0.3803680981595092, 5: 0.006134969325153374}, 'edge_length_total': 96571.97999999992, 'edge_length_avg': 93.75920388349508, 'street_length_total': 49455.80399999995, 'street_length_avg': 93.4892325141776, 'street_segments_count': 529, 'node_density_km': 54.45913489656953, 'intersection_density_km': 52.62155672521288, 'edge_density_km': 16132.59658297181, 'street_density_km': 8261.718716117486, 'circuity_avg': 1.009417124187795, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.009417124187795\n", - "4212\n", - "3991986.003112306\n", - "{'n': 249, 'm': 758, 'k_avg': 6.088353413654619, 'intersection_count': 241, 'streets_per_node_avg': 3.248995983935743, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 166, 4: 72, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0321285140562249, 2: 0.0, 3: 0.6666666666666666, 4: 0.2891566265060241, 5: 0.012048192771084338}, 'edge_length_total': 78929.91699999994, 'edge_length_avg': 104.12917810026377, 'street_length_total': 39680.456999999966, 'street_length_avg': 102.53348062015495, 'street_segments_count': 387, 'node_density_km': 62.374968200256724, 'intersection_density_km': 60.370953157678194, 'edge_density_km': 19772.092622184333, 'street_density_km': 9940.029090548804, 'circuity_avg': 1.0219992747992779, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0219992747992779\n", - "4213\n", - "5986213.039106798\n", - "{'n': 135, 'm': 397, 'k_avg': 5.881481481481481, 'intersection_count': 112, 'streets_per_node_avg': 3.162962962962963, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 44, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17037037037037037, 2: 0.0, 3: 0.32592592592592595, 4: 0.5037037037037037}, 'edge_length_total': 76560.229, 'edge_length_avg': 192.8469244332494, 'street_length_total': 39907.832, 'street_length_avg': 197.56352475247525, 'street_segments_count': 202, 'node_density_km': 22.55182017714213, 'intersection_density_km': 18.709658221036435, 'edge_density_km': 12789.426052806091, 'street_density_km': 6666.624080915544, 'circuity_avg': 1.0074026716356808, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0074026716356808\n", - "4214\n", - "21948124.744624898\n", - "{'n': 257, 'm': 629, 'k_avg': 4.8949416342412455, 'intersection_count': 195, 'streets_per_node_avg': 2.5992217898832686, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 174, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24124513618677043, 2: 0.0, 3: 0.6770428015564203, 4: 0.08171206225680934}, 'edge_length_total': 134533.44599999988, 'edge_length_avg': 213.8846518282987, 'street_length_total': 67646.10400000002, 'street_length_avg': 210.73552647975083, 'street_segments_count': 321, 'node_density_km': 11.709428618175654, 'intersection_density_km': 8.8845859165146, 'edge_density_km': 6129.610049393726, 'street_density_km': 3082.0903738742677, 'circuity_avg': 1.0528065969336375, 'self_loop_proportion': 0.003179650238473768, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0528065969336375\n", - "4215\n", - "2994516.1795403324\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 201, 'm': 614, 'k_avg': 6.109452736318408, 'intersection_count': 191, 'streets_per_node_avg': 3.0945273631840795, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 155, 4: 33, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04975124378109453, 2: 0.0, 3: 0.7711442786069652, 4: 0.16417910447761194, 5: 0.014925373134328358}, 'edge_length_total': 50990.85000000001, 'edge_length_avg': 83.04698697068406, 'street_length_total': 25495.42500000001, 'street_length_avg': 83.04698697068407, 'street_segments_count': 307, 'node_density_km': 67.12269627170761, 'intersection_density_km': 63.78325864624953, 'edge_density_km': 17028.076304408973, 'street_density_km': 8514.038152204486, 'circuity_avg': 1.0228018316139997, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0228018316139997\n", - "4216\n", - "17978545.242763106\n", - "{'n': 1517, 'm': 4379, 'k_avg': 5.773236651285432, 'intersection_count': 1431, 'streets_per_node_avg': 3.0830586684245223, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 1138, 4: 288, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05669083717864205, 2: 0.0, 3: 0.7501647989452868, 4: 0.18984838497033618, 5: 0.0032959789057350032}, 'edge_length_total': 357192.65800000046, 'edge_length_avg': 81.56945832381832, 'street_length_total': 189939.1070000004, 'street_length_avg': 83.12433566739624, 'street_segments_count': 2285, 'node_density_km': 84.3783509464225, 'intersection_density_km': 79.59487159151655, 'edge_density_km': 19867.71750310449, 'street_density_km': 10564.765081671805, 'circuity_avg': 1.0239280171827452, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0239280171827452\n", - "4217\n", - "4989212.815728845\n", - "{'n': 49, 'm': 114, 'k_avg': 4.653061224489796, 'intersection_count': 37, 'streets_per_node_avg': 2.63265306122449, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 31, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24489795918367346, 2: 0.0, 3: 0.6326530612244898, 4: 0.12244897959183673}, 'edge_length_total': 22338.95700000001, 'edge_length_avg': 195.9557631578948, 'street_length_total': 11385.700000000004, 'street_length_avg': 189.76166666666674, 'street_segments_count': 60, 'node_density_km': 9.821188594225536, 'intersection_density_km': 7.415999550741732, 'edge_density_km': 4477.451218271322, 'street_density_km': 2282.063407699464, 'circuity_avg': 1.0622545105794223, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0622545105794223\n", - "4218\n", - "998000.6227818065\n", - "{'n': 45, 'm': 124, 'k_avg': 5.511111111111111, 'intersection_count': 39, 'streets_per_node_avg': 2.8666666666666667, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 33, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13333333333333333, 2: 0.0, 3: 0.7333333333333333, 4: 0.13333333333333333}, 'edge_length_total': 12502.862000000006, 'edge_length_avg': 100.82953225806457, 'street_length_total': 6251.431, 'street_length_avg': 100.8295322580645, 'street_segments_count': 62, 'node_density_km': 45.09015222311979, 'intersection_density_km': 39.07813192670381, 'edge_density_km': 12527.910017881337, 'street_density_km': 6263.955008940665, 'circuity_avg': 1.0247881743059755, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0247881743059755\n", - "4219\n", - "4990033.849426448\n", - "{'n': 106, 'm': 290, 'k_avg': 5.471698113207547, 'intersection_count': 89, 'streets_per_node_avg': 2.811320754716981, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 75, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16037735849056603, 2: 0.0, 3: 0.7075471698113207, 4: 0.1320754716981132}, 'edge_length_total': 45876.73999999998, 'edge_length_avg': 158.19565517241372, 'street_length_total': 22938.37, 'street_length_avg': 158.19565517241378, 'street_segments_count': 145, 'node_density_km': 21.242340873536072, 'intersection_density_km': 17.835550356082173, 'edge_density_km': 9193.673106099877, 'street_density_km': 4596.8365530499395, 'circuity_avg': 1.0557651001762538, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557651001762538\n", - "4220\n", - "5985642.99775191\n", - "error with entry 4220\n", - "4221\n", - "19961243.46087723\n", - "{'n': 1558, 'm': 4624, 'k_avg': 5.935815147625161, 'intersection_count': 1517, 'streets_per_node_avg': 3.162387676508344, 'streets_per_node_counts': {0: 0, 1: 41, 2: 4, 3: 1177, 4: 333, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.02631578947368421, 2: 0.0025673940949935813, 3: 0.7554557124518614, 4: 0.21373555840821565, 5: 0.0019255455712451862}, 'edge_length_total': 342873.19200000115, 'edge_length_avg': 74.15077681660924, 'street_length_total': 189073.29599999968, 'street_length_avg': 77.07839217284945, 'street_segments_count': 2453, 'node_density_km': 78.05124981585347, 'intersection_density_km': 75.99726955754154, 'edge_density_km': 17176.945548107306, 'street_density_km': 9472.019935560194, 'circuity_avg': 1.0357913165339445, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0357913165339445\n", - "4222\n", - "17966117.529589094\n", - "{'n': 2224, 'm': 6127, 'k_avg': 5.509892086330935, 'intersection_count': 2081, 'streets_per_node_avg': 3.072392086330935, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 1646, 4: 425, 5: 8, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06429856115107914, 2: 0.0, 3: 0.7401079136690647, 4: 0.19109712230215828, 5: 0.0035971223021582736, 6: 0.0008992805755395684}, 'edge_length_total': 464632.8860000018, 'edge_length_avg': 75.83366835319109, 'street_length_total': 257887.45499999943, 'street_length_avg': 76.23040348802822, 'street_segments_count': 3383, 'node_density_km': 123.78857014250342, 'intersection_density_km': 115.82914319539101, 'edge_density_km': 25861.618974426718, 'street_density_km': 14354.100410134499, 'circuity_avg': 1.0253923932854647, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0253923932854647\n", - "4223\n", - "6986975.010922844\n", - "{'n': 152, 'm': 402, 'k_avg': 5.2894736842105265, 'intersection_count': 141, 'streets_per_node_avg': 3.0460526315789473, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 112, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07236842105263158, 2: 0.0, 3: 0.7368421052631579, 4: 0.19078947368421054}, 'edge_length_total': 53179.649000000034, 'edge_length_avg': 132.2876840796021, 'street_length_total': 28431.52499999999, 'street_length_avg': 132.23965116279066, 'street_segments_count': 215, 'node_density_km': 21.75476508251083, 'intersection_density_km': 20.1804070831186, 'edge_density_km': 7611.255073456466, 'street_density_km': 4069.218074424563, 'circuity_avg': 1.027854252247446, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027854252247446\n", - "4224\n", - "8983867.779969689\n", - "{'n': 403, 'm': 1117, 'k_avg': 5.543424317617866, 'intersection_count': 368, 'streets_per_node_avg': 3.0818858560794045, 'streets_per_node_counts': {0: 0, 1: 35, 2: 1, 3: 268, 4: 94, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08684863523573201, 2: 0.0024813895781637717, 3: 0.6650124069478908, 4: 0.23325062034739455, 5: 0.01240694789081886}, 'edge_length_total': 125569.49300000002, 'edge_length_avg': 112.4167350044763, 'street_length_total': 68033.93499999998, 'street_length_avg': 111.8979194078947, 'street_segments_count': 608, 'node_density_km': 44.85818467837688, 'intersection_density_km': 40.962312559907424, 'edge_density_km': 13977.219620258446, 'street_density_km': 7572.9002993218055, 'circuity_avg': 1.01573108491292, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.01573108491292\n", - "4225\n", - "4989847.031627455\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 4, 'streets_per_node_avg': 2.142857142857143, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.42857142857142855, 2: 0.0, 3: 0.5714285714285714}, 'edge_length_total': 6088.448, 'edge_length_avg': 507.3706666666667, 'street_length_total': 3044.224, 'street_length_avg': 507.3706666666667, 'street_segments_count': 6, 'node_density_km': 1.4028486155249789, 'intersection_density_km': 0.8016277802999879, 'edge_density_km': 1220.1672639279752, 'street_density_km': 610.0836319639876, 'circuity_avg': 1.0884153853786018, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0884153853786018\n", - "4226\n", - "5992829.367500321\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 25, 'm': 52, 'k_avg': 4.16, 'intersection_count': 16, 'streets_per_node_avg': 2.28, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.36, 2: 0.0, 3: 0.64}, 'edge_length_total': 20712.252000000008, 'edge_length_avg': 398.3125384615386, 'street_length_total': 10356.126, 'street_length_avg': 398.31253846153845, 'street_segments_count': 26, 'node_density_km': 4.171652230843975, 'intersection_density_km': 2.6698574277401437, 'edge_density_km': 3456.172490464104, 'street_density_km': 1728.0862452320514, 'circuity_avg': 1.1697747744827238, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1697747744827238\n", - "4227\n", - "4992359.901948691\n", - "{'n': 462, 'm': 1271, 'k_avg': 5.5021645021645025, 'intersection_count': 428, 'streets_per_node_avg': 3.012987012987013, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 359, 4: 64, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0735930735930736, 2: 0.0, 3: 0.7770562770562771, 4: 0.13852813852813853, 5: 0.010822510822510822}, 'edge_length_total': 102594.394, 'edge_length_avg': 80.71942879622344, 'street_length_total': 54719.290999999976, 'street_length_avg': 81.06561629629626, 'street_segments_count': 675, 'node_density_km': 92.54140508172605, 'intersection_density_km': 85.73099864714015, 'edge_density_km': 20550.28003088356, 'street_density_km': 10960.606221246417, 'circuity_avg': 1.0433117791795445, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0433117791795445\n", - "4228\n", - "13989684.446579697\n", - "{'n': 212, 'm': 503, 'k_avg': 4.745283018867925, 'intersection_count': 159, 'streets_per_node_avg': 2.556603773584906, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 148, 4: 10, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6981132075471698, 4: 0.04716981132075472, 5: 0.0047169811320754715}, 'edge_length_total': 101585.89999999989, 'edge_length_avg': 201.9600397614312, 'street_length_total': 52896.44, 'street_length_avg': 202.66835249042146, 'street_segments_count': 261, 'node_density_km': 15.154023009563405, 'intersection_density_km': 11.365517257172554, 'edge_density_km': 7261.486160600026, 'street_density_km': 3781.103155113161, 'circuity_avg': 1.153256356921104, 'self_loop_proportion': 0.003976143141153081, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.153256356921104\n", - "4229\n", - "7990576.463342306\n", - "{'n': 157, 'm': 370, 'k_avg': 4.713375796178344, 'intersection_count': 114, 'streets_per_node_avg': 2.484076433121019, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 109, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27388535031847133, 2: 0.0, 3: 0.6942675159235668, 4: 0.03184713375796178}, 'edge_length_total': 72667.6299999999, 'edge_length_avg': 196.39899999999975, 'street_length_total': 36333.814999999995, 'street_length_avg': 196.39899999999997, 'street_segments_count': 185, 'node_density_km': 19.648144376097978, 'intersection_density_km': 14.26680547054248, 'edge_density_km': 9094.16615101189, 'street_density_km': 4547.083075505951, 'circuity_avg': 1.0923678682634739, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0923678682634739\n", - "4230\n", - "6985797.01772736\n", - "{'n': 31, 'm': 74, 'k_avg': 4.774193548387097, 'intersection_count': 26, 'streets_per_node_avg': 2.967741935483871, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 18, 4: 7, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16129032258064516, 2: 0.0, 3: 0.5806451612903226, 4: 0.22580645161290322, 5: 0.03225806451612903}, 'edge_length_total': 8347.613000000001, 'edge_length_avg': 112.8055810810811, 'street_length_total': 5015.0380000000005, 'street_length_avg': 119.40566666666668, 'street_segments_count': 42, 'node_density_km': 4.437575257530888, 'intersection_density_km': 3.7218373127678417, 'edge_density_km': 1194.940674459458, 'street_density_km': 717.890598205716, 'circuity_avg': 1.0325221433141105, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0325221433141105\n", - "4231\n", - "4988641.720440493\n", - "{'n': 451, 'm': 1346, 'k_avg': 5.968957871396896, 'intersection_count': 410, 'streets_per_node_avg': 3.046563192904656, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 309, 4: 99, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09090909090909091, 2: 0.0, 3: 0.6851441241685144, 4: 0.21951219512195122, 5: 0.004434589800443459}, 'edge_length_total': 116889.70800000001, 'edge_length_avg': 86.842279346211, 'street_length_total': 58444.85399999999, 'street_length_avg': 86.84227934621099, 'street_segments_count': 673, 'node_density_km': 90.40536989298502, 'intersection_density_km': 82.18669990271366, 'edge_density_km': 23431.169153931292, 'street_density_km': 11715.584576965643, 'circuity_avg': 1.0275195693943118, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0275195693943118\n", - "4232\n", - "1996826.358945585\n", - "error with entry 4232\n", - "4233\n", - "15961574.002093561\n", - "{'n': 59, 'm': 148, 'k_avg': 5.016949152542373, 'intersection_count': 44, 'streets_per_node_avg': 2.610169491525424, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 37, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2542372881355932, 2: 0.0, 3: 0.6271186440677966, 4: 0.11864406779661017}, 'edge_length_total': 36070.757999999994, 'edge_length_avg': 243.7213378378378, 'street_length_total': 18035.378999999994, 'street_length_avg': 243.72133783783775, 'street_segments_count': 74, 'node_density_km': 3.6963773116774954, 'intersection_density_km': 2.7566203680306747, 'edge_density_km': 2259.8496862069405, 'street_density_km': 1129.92484310347, 'circuity_avg': 1.1041785234379378, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1041785234379378\n", - "4234\n", - "3992655.3578916164\n", - "{'n': 180, 'm': 549, 'k_avg': 6.1, 'intersection_count': 172, 'streets_per_node_avg': 3.2, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 121, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.044444444444444446, 2: 0.0, 3: 0.6722222222222223, 4: 0.2777777777777778, 5: 0.005555555555555556}, 'edge_length_total': 53299.72000000003, 'edge_length_avg': 97.08510018214942, 'street_length_total': 28608.849000000002, 'street_length_avg': 101.44981914893617, 'street_segments_count': 282, 'node_density_km': 45.08277921965491, 'intersection_density_km': 43.0791001432258, 'edge_density_km': 13349.44171794126, 'street_density_km': 7165.369017752473, 'circuity_avg': 1.0483675904111902, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0483675904111902\n", - "4235\n", - "4993574.890252494\n", - "{'n': 370, 'm': 1123, 'k_avg': 6.07027027027027, 'intersection_count': 345, 'streets_per_node_avg': 3.1486486486486487, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 240, 4: 105}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06756756756756757, 2: 0.0, 3: 0.6486486486486487, 4: 0.28378378378378377}, 'edge_length_total': 105231.296, 'edge_length_avg': 93.70551736420303, 'street_length_total': 53126.114000000016, 'street_length_avg': 94.02852035398233, 'street_segments_count': 565, 'node_density_km': 74.09521397631254, 'intersection_density_km': 69.08878059953467, 'edge_density_km': 21073.338903039683, 'street_density_km': 10638.894012324256, 'circuity_avg': 1.0408801103096703, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0408801103096703\n", - "4236\n", - "5990016.206531434\n", - "{'n': 24, 'm': 66, 'k_avg': 5.5, 'intersection_count': 22, 'streets_per_node_avg': 2.875, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 21, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08333333333333333, 2: 0.0, 3: 0.875, 4: 0.041666666666666664}, 'edge_length_total': 12258.25, 'edge_length_avg': 185.7310606060606, 'street_length_total': 6129.125, 'street_length_avg': 185.7310606060606, 'street_segments_count': 33, 'node_density_km': 4.006666955897501, 'intersection_density_km': 3.672778042906043, 'edge_density_km': 2046.4468838387727, 'street_density_km': 1023.2234419193863, 'circuity_avg': 1.1119660524278907, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1119660524278907\n", - "4237\n", - "2993534.327373834\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 178, 'm': 442, 'k_avg': 4.966292134831461, 'intersection_count': 145, 'streets_per_node_avg': 2.7191011235955056, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 130, 4: 14, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1853932584269663, 2: 0.0, 3: 0.7303370786516854, 4: 0.07865168539325842, 5: 0.0056179775280898875}, 'edge_length_total': 46944.73900000002, 'edge_length_avg': 106.2098167420815, 'street_length_total': 24347.141000000003, 'street_length_avg': 106.7857061403509, 'street_segments_count': 228, 'node_density_km': 59.461486167808786, 'intersection_density_km': 48.43772749624873, 'edge_density_km': 15682.044655617388, 'street_density_km': 8133.242628074104, 'circuity_avg': 1.05845896041373, 'self_loop_proportion': 0.004524886877828055, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05845896041373\n", - "4238\n", - "7981892.5532879755\n", - "{'n': 388, 'm': 939, 'k_avg': 4.84020618556701, 'intersection_count': 338, 'streets_per_node_avg': 2.920103092783505, 'streets_per_node_counts': {0: 0, 1: 50, 2: 2, 3: 269, 4: 63, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12886597938144329, 2: 0.005154639175257732, 3: 0.6932989690721649, 4: 0.16237113402061856, 5: 0.010309278350515464}, 'edge_length_total': 107064.71999999996, 'edge_length_avg': 114.01993610223637, 'street_length_total': 64421.924000000065, 'street_length_avg': 117.13077090909103, 'street_segments_count': 550, 'node_density_km': 48.61002543064444, 'intersection_density_km': 42.34584689576758, 'edge_density_km': 13413.450417332022, 'street_density_km': 8071.008669925378, 'circuity_avg': 1.1023946445017303, 'self_loop_proportion': 0.010649627263045794, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1023946445017303\n", - "4239\n", - "51924439.426147826\n", - "{'n': 2448, 'm': 5632, 'k_avg': 4.601307189542483, 'intersection_count': 1776, 'streets_per_node_avg': 2.519607843137255, 'streets_per_node_counts': {0: 0, 1: 672, 2: 10, 3: 1592, 4: 170, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27450980392156865, 2: 0.004084967320261438, 3: 0.6503267973856209, 4: 0.06944444444444445, 5: 0.0016339869281045752}, 'edge_length_total': 521261.21999999986, 'edge_length_avg': 92.5534836647727, 'street_length_total': 286448.7519999996, 'street_length_avg': 94.04095600787905, 'street_segments_count': 3046, 'node_density_km': 47.14542953288485, 'intersection_density_km': 34.203546916014496, 'edge_density_km': 10038.84155054558, 'street_density_km': 5516.64601805506, 'circuity_avg': 1.0796104547716616, 'self_loop_proportion': 0.0007102272727272727, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0796104547716616\n", - "4240\n", - "5992503.407126612\n", - "{'n': 175, 'm': 508, 'k_avg': 5.805714285714286, 'intersection_count': 166, 'streets_per_node_avg': 3.0342857142857143, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 142, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05142857142857143, 2: 0.0, 3: 0.8114285714285714, 4: 0.13714285714285715}, 'edge_length_total': 86732.50799999999, 'edge_length_avg': 170.7332834645669, 'street_length_total': 43366.253999999986, 'street_length_avg': 170.73328346456688, 'street_segments_count': 254, 'node_density_km': 29.2031540260587, 'intersection_density_km': 27.701277533289968, 'edge_density_km': 14473.501658230676, 'street_density_km': 7236.750829115336, 'circuity_avg': 1.0237598506726573, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0237598506726573\n", - "4241\n", - "48893707.23968057\n", - "error with entry 4241\n", - "4242\n", - "14966686.48801861\n", - "{'n': 174, 'm': 430, 'k_avg': 4.942528735632184, 'intersection_count': 129, 'streets_per_node_avg': 2.5689655172413794, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 114, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25862068965517243, 2: 0.0, 3: 0.6551724137931034, 4: 0.08620689655172414}, 'edge_length_total': 83294.49000000009, 'edge_length_avg': 193.70811627906997, 'street_length_total': 41647.244999999995, 'street_length_avg': 193.70811627906974, 'street_segments_count': 215, 'node_density_km': 11.625819792463314, 'intersection_density_km': 8.6191422599297, 'edge_density_km': 5565.326037041027, 'street_density_km': 2782.66301852051, 'circuity_avg': 1.0684927909304598, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0684927909304598\n", - "4243\n", - "5992356.247668581\n", - "{'n': 48, 'm': 112, 'k_avg': 4.666666666666667, 'intersection_count': 35, 'streets_per_node_avg': 2.4583333333333335, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2708333333333333, 2: 0.0, 3: 0.7291666666666666}, 'edge_length_total': 25052.227999999992, 'edge_length_avg': 223.68060714285707, 'street_length_total': 12526.113999999998, 'street_length_avg': 223.6806071428571, 'street_segments_count': 56, 'node_density_km': 8.01020467010371, 'intersection_density_km': 5.840774238617287, 'edge_density_km': 4180.697369210476, 'street_density_km': 2090.348684605238, 'circuity_avg': 1.2051989454710008, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2051989454710008\n", - "4244\n", - "21950170.182490464\n", - "{'n': 3389, 'm': 9645, 'k_avg': 5.69194452640897, 'intersection_count': 3194, 'streets_per_node_avg': 3.091767483033343, 'streets_per_node_counts': {0: 0, 1: 195, 2: 0, 3: 2517, 4: 657, 5: 17, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0575390970787843, 2: 0.0, 3: 0.742696960755385, 4: 0.19386249631159633, 5: 0.005016228976099144, 6: 0.0005901445854234287, 7: 0.00029507229271171436}, 'edge_length_total': 667419.2440000029, 'edge_length_avg': 69.19847008812886, 'street_length_total': 358383.1079999995, 'street_length_avg': 69.52145645004839, 'street_segments_count': 5155, 'node_density_km': 154.3951582982891, 'intersection_density_km': 145.51140029646956, 'edge_density_km': 30406.107945914686, 'street_density_km': 16327.122068779212, 'circuity_avg': 1.0345980590805772, 'self_loop_proportion': 0.001244167962674961, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0345980590805772\n", - "4245\n", - "9976404.170544598\n", - "{'n': 31, 'm': 74, 'k_avg': 4.774193548387097, 'intersection_count': 24, 'streets_per_node_avg': 2.5483870967741935, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22580645161290322, 2: 0.0, 3: 0.7741935483870968}, 'edge_length_total': 19777.782000000003, 'edge_length_avg': 267.26732432432436, 'street_length_total': 9888.890999999998, 'street_length_avg': 267.26732432432425, 'street_segments_count': 37, 'node_density_km': 3.107332007611291, 'intersection_density_km': 2.4056763929893865, 'edge_density_km': 1982.4559692954342, 'street_density_km': 991.2279846477168, 'circuity_avg': 1.0517746717166823, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0517746717166823\n", - "4246\n", - "11971967.087834302\n", - "{'n': 1160, 'm': 3147, 'k_avg': 5.425862068965517, 'intersection_count': 1007, 'streets_per_node_avg': 2.9017241379310343, 'streets_per_node_counts': {0: 0, 1: 153, 2: 0, 3: 820, 4: 182, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13189655172413794, 2: 0.0, 3: 0.7068965517241379, 4: 0.15689655172413794, 5: 0.004310344827586207}, 'edge_length_total': 256941.30600000083, 'edge_length_avg': 81.6464270734035, 'street_length_total': 138721.45800000007, 'street_length_avg': 83.87028899637248, 'street_segments_count': 1654, 'node_density_km': 96.89301611752434, 'intersection_density_km': 84.11316140547156, 'edge_density_km': 21461.912158203304, 'street_density_km': 11587.190056759036, 'circuity_avg': 1.0761446817902218, 'self_loop_proportion': 0.0019065776930409914, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0761446817902218\n", - "4247\n", - "4989641.3834389355\n", - "{'n': 31, 'm': 70, 'k_avg': 4.516129032258065, 'intersection_count': 23, 'streets_per_node_avg': 2.4838709677419355, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25806451612903225, 2: 0.0, 3: 0.7419354838709677}, 'edge_length_total': 12749.268000000005, 'edge_length_avg': 182.13240000000008, 'street_length_total': 6374.633999999999, 'street_length_avg': 182.13239999999996, 'street_segments_count': 35, 'node_density_km': 6.212871350412429, 'intersection_density_km': 4.609549711596318, 'edge_density_km': 2555.147157933226, 'street_density_km': 1277.5735789666123, 'circuity_avg': 1.1314700632992862, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1314700632992862\n", - "4248\n", - "6983054.9428915605\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 158, 'm': 380, 'k_avg': 4.810126582278481, 'intersection_count': 120, 'streets_per_node_avg': 2.588607594936709, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 110, 4: 9, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24050632911392406, 2: 0.0, 3: 0.6962025316455697, 4: 0.056962025316455694, 5: 0.006329113924050633}, 'edge_length_total': 57058.022000000055, 'edge_length_avg': 150.15268947368435, 'street_length_total': 28529.011, 'street_length_avg': 150.1526894736842, 'street_segments_count': 190, 'node_density_km': 22.6262003223728, 'intersection_density_km': 17.184455941042632, 'edge_density_km': 8170.925542850352, 'street_density_km': 4085.4627714251715, 'circuity_avg': 1.0927154375455845, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0927154375455845\n", - "4249\n", - "8991519.902298922\n", - "{'n': 1069, 'm': 3267, 'k_avg': 6.112254443405051, 'intersection_count': 1041, 'streets_per_node_avg': 3.242282507015903, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 730, 4: 308, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.026192703461178673, 2: 0.0, 3: 0.6828811973807296, 4: 0.28811973807296537, 5: 0.0018709073900841909, 6: 0.0009354536950420954}, 'edge_length_total': 265376.97299999907, 'edge_length_avg': 81.2295601469235, 'street_length_total': 137535.21099999998, 'street_length_avg': 81.47820556872037, 'street_segments_count': 1688, 'node_density_km': 118.88979967966057, 'intersection_density_km': 115.77575441209228, 'edge_density_km': 29514.139531865836, 'street_density_km': 15296.102604948406, 'circuity_avg': 1.012766418929372, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.012766418929372\n", - "4250\n", - "8979371.509406393\n", - "{'n': 153, 'm': 418, 'k_avg': 5.4640522875816995, 'intersection_count': 123, 'streets_per_node_avg': 2.9673202614379086, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 68, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19607843137254902, 2: 0.0, 3: 0.4444444444444444, 4: 0.35947712418300654}, 'edge_length_total': 92868.84, 'edge_length_avg': 222.17425837320573, 'street_length_total': 47686.42999999998, 'street_length_avg': 226.00203791469184, 'street_segments_count': 211, 'node_density_km': 17.0390544415858, 'intersection_density_km': 13.698063374608193, 'edge_density_km': 10342.465494685759, 'street_density_km': 5310.664554868432, 'circuity_avg': 1.0063435375799676, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0063435375799676\n", - "4251\n", - "4994152.100025062\n", - "{'n': 109, 'm': 328, 'k_avg': 6.018348623853211, 'intersection_count': 103, 'streets_per_node_avg': 3.1192660550458715, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 78, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05504587155963303, 2: 0.0, 3: 0.7155963302752294, 4: 0.22935779816513763}, 'edge_length_total': 61465.708, 'edge_length_avg': 187.39545121951218, 'street_length_total': 30732.854, 'street_length_avg': 187.39545121951218, 'street_segments_count': 164, 'node_density_km': 21.825526699407693, 'intersection_density_km': 20.624121559990755, 'edge_density_km': 12307.536248183458, 'street_density_km': 6153.768124091729, 'circuity_avg': 1.0382663937613967, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0382663937613967\n", - "4252\n", - "5986279.784427767\n", - "{'n': 116, 'm': 268, 'k_avg': 4.620689655172414, 'intersection_count': 81, 'streets_per_node_avg': 2.456896551724138, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 74, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3017241379310345, 2: 0.0, 3: 0.6379310344827587, 4: 0.0603448275862069}, 'edge_length_total': 39453.98600000003, 'edge_length_avg': 147.2163656716419, 'street_length_total': 19726.99300000001, 'street_length_avg': 147.21636567164185, 'street_segments_count': 134, 'node_density_km': 19.37764424271535, 'intersection_density_km': 13.530941238447786, 'edge_density_km': 6590.735385043729, 'street_density_km': 3295.367692521864, 'circuity_avg': 1.1197885856946908, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1197885856946908\n", - "4253\n", - "135693323.28606054\n", - "{'n': 9422, 'm': 25495, 'k_avg': 5.411802165145405, 'intersection_count': 8526, 'streets_per_node_avg': 2.988112927191679, 'streets_per_node_counts': {0: 0, 1: 896, 2: 7, 3: 6873, 4: 1605, 5: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0950965824665676, 2: 0.0007429420505200594, 3: 0.7294629590320526, 4: 0.17034599872638506, 5: 0.004351517724474634}, 'edge_length_total': 2581198.2919999952, 'edge_length_avg': 101.24331406158052, 'street_length_total': 1418628.7400000033, 'street_length_avg': 101.57731204353453, 'street_segments_count': 13966, 'node_density_km': 69.4359882404612, 'intersection_density_km': 62.83286305860456, 'edge_density_km': 19022.294019275123, 'street_density_km': 10454.668701785238, 'circuity_avg': 1.0466767285856309, 'self_loop_proportion': 0.0005491272798587958, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0466767285856309\n", - "4254\n", - "7986085.968839802\n", - "{'n': 373, 'm': 1019, 'k_avg': 5.463806970509383, 'intersection_count': 356, 'streets_per_node_avg': 3.214477211796247, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 248, 4: 102, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.045576407506702415, 2: 0.0, 3: 0.6648793565683646, 4: 0.2734584450402145, 5: 0.0160857908847185}, 'edge_length_total': 96785.0780000001, 'edge_length_avg': 94.98044946025524, 'street_length_total': 56981.84800000006, 'street_length_avg': 98.07546987951818, 'street_segments_count': 581, 'node_density_km': 46.7062339994054, 'intersection_density_km': 44.5775316455451, 'edge_density_km': 12119.213138656054, 'street_density_km': 7135.140821465291, 'circuity_avg': 1.0163412285773714, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0163412285773714\n", - "4255\n", - "1996113.0846032351\n", - "{'n': 161, 'm': 435, 'k_avg': 5.403726708074534, 'intersection_count': 137, 'streets_per_node_avg': 2.8385093167701863, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 117, 4: 18, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14906832298136646, 2: 0.0, 3: 0.7267080745341615, 4: 0.11180124223602485, 5: 0.012422360248447204}, 'edge_length_total': 33843.35000000002, 'edge_length_avg': 77.8008045977012, 'street_length_total': 17117.752000000004, 'street_length_avg': 78.16325114155254, 'street_segments_count': 219, 'node_density_km': 80.65675298752012, 'intersection_density_km': 68.63338608254818, 'edge_density_km': 16954.625597640937, 'street_density_km': 8575.542203513223, 'circuity_avg': 1.0587942146391294, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0587942146391294\n", - "4256\n", - "7986236.735237267\n", - "{'n': 294, 'm': 701, 'k_avg': 4.7687074829931975, 'intersection_count': 219, 'streets_per_node_avg': 2.622448979591837, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 182, 4: 35, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25510204081632654, 2: 0.0, 3: 0.6190476190476191, 4: 0.11904761904761904, 5: 0.006802721088435374}, 'edge_length_total': 89622.7950000001, 'edge_length_avg': 127.84992154065635, 'street_length_total': 48376.945, 'street_length_avg': 129.6969034852547, 'street_segments_count': 373, 'node_density_km': 36.81333395775744, 'intersection_density_km': 27.422177335880544, 'edge_density_km': 11222.156063138224, 'street_density_km': 6057.539565105661, 'circuity_avg': 1.0531219719375045, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0531219719375045\n", - "4257\n", - "4988719.428893215\n", - "{'n': 50, 'm': 108, 'k_avg': 4.32, 'intersection_count': 32, 'streets_per_node_avg': 2.34, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 29, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.36, 2: 0.0, 3: 0.58, 4: 0.06}, 'edge_length_total': 20836.984, 'edge_length_avg': 192.93503703703703, 'street_length_total': 10418.492000000002, 'street_length_avg': 192.93503703703706, 'street_segments_count': 54, 'node_density_km': 10.022612157824414, 'intersection_density_km': 6.414471781007625, 'edge_density_km': 4176.820183415855, 'street_density_km': 2088.410091707928, 'circuity_avg': 1.0748284069736502, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0748284069736502\n", - "4258\n", - "13970015.5379239\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1469, 'm': 3999, 'k_avg': 5.444520081688223, 'intersection_count': 1340, 'streets_per_node_avg': 3.0544588155207624, 'streets_per_node_counts': {0: 0, 1: 129, 2: 1, 3: 1004, 4: 331, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0878148400272294, 2: 0.0006807351940095302, 3: 0.6834581347855684, 4: 0.22532334921715452, 5: 0.002722940776038121}, 'edge_length_total': 336150.3370000016, 'edge_length_avg': 84.05859889972533, 'street_length_total': 189245.8080000003, 'street_length_avg': 85.16913051305144, 'street_segments_count': 2222, 'node_density_km': 105.15378426116695, 'intersection_density_km': 95.91972151801478, 'edge_density_km': 24062.27366658729, 'street_density_km': 13546.57104612815, 'circuity_avg': 1.02980353745149, 'self_loop_proportion': 0.001000250062515629, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.02980353745149\n", - "4259\n", - "6983605.491829585\n", - "{'n': 581, 'm': 1793, 'k_avg': 6.172117039586919, 'intersection_count': 558, 'streets_per_node_avg': 3.215146299483649, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 389, 4: 167, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.039586919104991396, 2: 0.0, 3: 0.6695352839931153, 4: 0.2874354561101549, 5: 0.0034423407917383822}, 'edge_length_total': 161751.36000000004, 'edge_length_avg': 90.21269380925825, 'street_length_total': 83162.91699999996, 'street_length_avg': 90.59141285403045, 'street_segments_count': 918, 'node_density_km': 83.19484837448742, 'intersection_density_km': 79.90142064193456, 'edge_density_km': 23161.583252267013, 'street_density_km': 11908.306833382236, 'circuity_avg': 1.0142904830503037, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0142904830503037\n", - "4260\n", - "3996271.255618276\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 2, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 6224.802, 'edge_length_avg': 1037.4669999999999, 'street_length_total': 3112.4010000000003, 'street_length_avg': 1037.467, 'street_segments_count': 3, 'node_density_km': 1.0009330558771459, 'intersection_density_km': 0.5004665279385729, 'edge_density_km': 1557.6525220225424, 'street_density_km': 778.8262610112713, 'circuity_avg': 1.604373335944347, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.604373335944347\n", - "4261\n", - "2992920.1019747015\n", - "{'n': 20, 'm': 42, 'k_avg': 4.2, 'intersection_count': 13, 'streets_per_node_avg': 2.35, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 12, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35, 2: 0.0, 3: 0.6, 4: 0.05}, 'edge_length_total': 8648.904000000002, 'edge_length_avg': 205.92628571428577, 'street_length_total': 4324.452, 'street_length_avg': 205.9262857142857, 'street_segments_count': 21, 'node_density_km': 6.682436990818493, 'intersection_density_km': 4.343584044032021, 'edge_density_km': 2889.787800981902, 'street_density_km': 1444.8939004909507, 'circuity_avg': 1.1630614206775627, 'self_loop_proportion': 0.047619047619047616, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1630614206775627\n", - "4262\n", - "3996324.0198518024\n", - "{'n': 449, 'm': 1257, 'k_avg': 5.599109131403118, 'intersection_count': 388, 'streets_per_node_avg': 2.9220489977728286, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 303, 4: 83, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1358574610244989, 2: 0.0, 3: 0.6748329621380846, 4: 0.18485523385300667, 5: 0.004454342984409799}, 'edge_length_total': 94385.60499999995, 'edge_length_avg': 75.08799124900553, 'street_length_total': 48587.30799999998, 'street_length_avg': 74.98041358024689, 'street_segments_count': 648, 'node_density_km': 112.35325208105886, 'intersection_density_km': 97.0892245154807, 'edge_density_km': 23618.10617235689, 'street_density_km': 12158.000141790748, 'circuity_avg': 1.0658350664609901, 'self_loop_proportion': 0.0015910898965791568, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0658350664609901\n", - "4263\n", - "2993557.546312621\n", - "{'n': 59, 'm': 139, 'k_avg': 4.711864406779661, 'intersection_count': 46, 'streets_per_node_avg': 2.6610169491525424, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 40, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22033898305084745, 2: 0.0, 3: 0.6779661016949152, 4: 0.1016949152542373}, 'edge_length_total': 20911.126, 'edge_length_avg': 150.43975539568345, 'street_length_total': 10887.044999999996, 'street_length_avg': 145.16059999999996, 'street_segments_count': 75, 'node_density_km': 19.70899142148596, 'intersection_density_km': 15.366332294717866, 'edge_density_km': 6985.376321145965, 'street_density_km': 3636.825025598839, 'circuity_avg': 1.2203730155498032, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2203730155498032\n", - "4264\n", - "26937249.24931546\n", - "{'n': 600, 'm': 1552, 'k_avg': 5.173333333333333, 'intersection_count': 471, 'streets_per_node_avg': 2.6783333333333332, 'streets_per_node_counts': {0: 0, 1: 129, 2: 0, 3: 406, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.215, 2: 0.0, 3: 0.6766666666666666, 4: 0.10833333333333334}, 'edge_length_total': 220574.98400000008, 'edge_length_avg': 142.12305670103098, 'street_length_total': 111137.05200000008, 'street_length_avg': 140.85811406844118, 'street_segments_count': 789, 'node_density_km': 22.27398924243341, 'intersection_density_km': 17.485081555310227, 'edge_density_km': 8188.474701276539, 'street_density_km': 4125.775834472941, 'circuity_avg': 1.0764133563117617, 'self_loop_proportion': 0.002577319587628866, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0764133563117617\n", - "4265\n", - "18957728.992324162\n", - "{'n': 1766, 'm': 5170, 'k_avg': 5.855039637599094, 'intersection_count': 1632, 'streets_per_node_avg': 3.065118912797282, 'streets_per_node_counts': {0: 0, 1: 134, 2: 1, 3: 1253, 4: 372, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07587768969422423, 2: 0.0005662514156285391, 3: 0.7095130237825594, 4: 0.21064552661381652, 5: 0.0033975084937712344}, 'edge_length_total': 322297.2519999997, 'edge_length_avg': 62.33989400386841, 'street_length_total': 177569.24499999988, 'street_length_avg': 65.7907539829566, 'street_segments_count': 2699, 'node_density_km': 93.1546178719529, 'intersection_density_km': 86.08626068348082, 'edge_density_km': 17000.8365522313, 'street_density_km': 9366.588427964989, 'circuity_avg': 1.027057806676151, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027057806676151\n", - "4266\n", - "9978384.312643347\n", - "{'n': 203, 'm': 514, 'k_avg': 5.064039408866995, 'intersection_count': 191, 'streets_per_node_avg': 3.2413793103448274, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 119, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.059113300492610835, 2: 0.0, 3: 0.5862068965517241, 4: 0.3497536945812808, 5: 0.0049261083743842365}, 'edge_length_total': 94950.92099999986, 'edge_length_avg': 184.72941828793748, 'street_length_total': 63737.28600000001, 'street_length_avg': 201.06399369085176, 'street_segments_count': 317, 'node_density_km': 20.34397490010322, 'intersection_density_km': 19.141375398619285, 'edge_density_km': 9515.660855003354, 'street_density_km': 6387.535697461579, 'circuity_avg': 1.0937316536216117, 'self_loop_proportion': 0.0038910505836575876, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0937316536216117\n", - "4267\n", - "8979297.852496507\n", - "{'n': 867, 'm': 2454, 'k_avg': 5.660899653979238, 'intersection_count': 807, 'streets_per_node_avg': 3.1038062283737022, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 601, 4: 202, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06920415224913495, 2: 0.0, 3: 0.6931949250288351, 4: 0.23298731257208766, 5: 0.00461361014994233}, 'edge_length_total': 232999.2369999998, 'edge_length_avg': 94.94671434392819, 'street_length_total': 124601.96999999996, 'street_length_avg': 95.48043678160916, 'street_segments_count': 1305, 'node_density_km': 96.55543387047226, 'intersection_density_km': 89.87339692441881, 'edge_density_km': 25948.491833937685, 'street_density_km': 13876.582784850709, 'circuity_avg': 1.0275317101990555, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0275317101990555\n", - "4268\n", - "1996440.6652937455\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 39, 'm': 96, 'k_avg': 4.923076923076923, 'intersection_count': 28, 'streets_per_node_avg': 2.58974358974359, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 22, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28205128205128205, 2: 0.0, 3: 0.5641025641025641, 4: 0.15384615384615385}, 'edge_length_total': 13176.603999999998, 'edge_length_avg': 137.25629166666664, 'street_length_total': 6588.301999999999, 'street_length_avg': 137.25629166666664, 'street_segments_count': 48, 'node_density_km': 19.534765384205272, 'intersection_density_km': 14.024959763019169, 'edge_density_km': 6600.047889758479, 'street_density_km': 3300.0239448792395, 'circuity_avg': 1.1254552041561812, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1254552041561812\n", - "4269\n", - "25953455.092692062\n", - "{'n': 376, 'm': 916, 'k_avg': 4.872340425531915, 'intersection_count': 274, 'streets_per_node_avg': 2.492021276595745, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 261, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2712765957446808, 2: 0.0, 3: 0.6941489361702128, 4: 0.034574468085106384}, 'edge_length_total': 180272.63799999986, 'edge_length_avg': 196.80418995633173, 'street_length_total': 90136.31900000002, 'street_length_avg': 196.80418995633192, 'street_segments_count': 458, 'node_density_km': 14.487473773997571, 'intersection_density_km': 10.557361207647167, 'edge_density_km': 6945.9976467935, 'street_density_km': 3472.9988233967533, 'circuity_avg': 1.0948754834801029, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0948754834801029\n", - "4270\n", - "4988344.245497759\n", - "{'n': 25, 'm': 54, 'k_avg': 4.32, 'intersection_count': 18, 'streets_per_node_avg': 2.52, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 16, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28, 2: 0.0, 3: 0.64, 4: 0.08}, 'edge_length_total': 15663.155999999999, 'edge_length_avg': 290.05844444444443, 'street_length_total': 7831.578, 'street_length_avg': 290.05844444444443, 'street_segments_count': 27, 'node_density_km': 5.011682989313298, 'intersection_density_km': 3.6084117523055745, 'edge_density_km': 3139.950899366421, 'street_density_km': 1569.9754496832104, 'circuity_avg': 1.0197858279334517, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0197858279334517\n", - "4271\n", - "500826417.31156456\n", - "error with entry 4271\n", - "4272\n", - "10976763.58218724\n", - "{'n': 357, 'm': 985, 'k_avg': 5.518207282913165, 'intersection_count': 306, 'streets_per_node_avg': 2.918767507002801, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 234, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.6554621848739496, 4: 0.19887955182072828, 5: 0.0028011204481792717}, 'edge_length_total': 88994.77400000005, 'edge_length_avg': 90.35002436548228, 'street_length_total': 45884.799, 'street_length_avg': 90.32440748031496, 'street_segments_count': 508, 'node_density_km': 32.52324761547464, 'intersection_density_km': 27.87706938469255, 'edge_density_km': 8107.560423768085, 'street_density_km': 4180.175573286508, 'circuity_avg': 1.0604742861870755, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0604742861870755\n", - "4273\n", - "15970591.954886392\n", - "{'n': 443, 'm': 1253, 'k_avg': 5.656884875846501, 'intersection_count': 410, 'streets_per_node_avg': 2.9909706546275396, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 348, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0744920993227991, 2: 0.0, 3: 0.7855530474040632, 4: 0.1399548532731377}, 'edge_length_total': 123776.89, 'edge_length_avg': 98.78442936951316, 'street_length_total': 65793.47399999997, 'street_length_avg': 100.29492987804873, 'street_segments_count': 656, 'node_density_km': 27.73848341072035, 'intersection_density_km': 25.67218554942515, 'edge_density_km': 7750.300699538504, 'street_density_km': 4119.664079193363, 'circuity_avg': 1.0294285843438893, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0294285843438893\n", - "4274\n", - "8980219.971097298\n", - "{'n': 898, 'm': 2729, 'k_avg': 6.077951002227172, 'intersection_count': 853, 'streets_per_node_avg': 3.170378619153675, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 617, 4: 229, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05011135857461024, 2: 0.0, 3: 0.6870824053452116, 4: 0.25501113585746105, 5: 0.0077951002227171495}, 'edge_length_total': 202903.75499999974, 'edge_length_avg': 74.35095456211057, 'street_length_total': 106231.1699999999, 'street_length_avg': 75.71715609408403, 'street_segments_count': 1403, 'node_density_km': 99.99755049321725, 'intersection_density_km': 94.98653738386894, 'edge_density_km': 22594.51947202211, 'street_density_km': 11829.46189980906, 'circuity_avg': 1.0214871734728987, 'self_loop_proportion': 0.0007328691828508611, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0214871734728987\n", - "4275\n", - "2993739.824940791\n", - "{'n': 281, 'm': 712, 'k_avg': 5.067615658362989, 'intersection_count': 218, 'streets_per_node_avg': 2.693950177935943, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 181, 4: 34, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22419928825622776, 2: 0.0, 3: 0.6441281138790036, 4: 0.12099644128113879, 5: 0.010676156583629894}, 'edge_length_total': 65105.242000000064, 'edge_length_avg': 91.43994662921358, 'street_length_total': 33608.51000000002, 'street_length_avg': 91.82653005464485, 'street_segments_count': 366, 'node_density_km': 93.86253196052449, 'intersection_density_km': 72.81861910104747, 'edge_density_km': 21747.127608621664, 'street_density_km': 11226.262790108927, 'circuity_avg': 1.055128593813201, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055128593813201\n", - "4276\n", - "4991705.117231045\n", - "{'n': 182, 'm': 520, 'k_avg': 5.714285714285714, 'intersection_count': 156, 'streets_per_node_avg': 2.9065934065934065, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 122, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.6703296703296703, 4: 0.1813186813186813, 5: 0.005494505494505495}, 'edge_length_total': 65701.138, 'edge_length_avg': 126.34834230769232, 'street_length_total': 32850.569, 'street_length_avg': 126.34834230769232, 'street_segments_count': 260, 'node_density_km': 36.460487093227464, 'intersection_density_km': 31.251846079909257, 'edge_density_km': 13162.06315417229, 'street_density_km': 6581.031577086145, 'circuity_avg': 1.0309580525566544, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0309580525566544\n", - "4277\n", - "4988931.856367442\n", - "{'n': 50, 'm': 162, 'k_avg': 6.48, 'intersection_count': 49, 'streets_per_node_avg': 3.44, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 25, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.02, 2: 0.0, 3: 0.5, 4: 0.48}, 'edge_length_total': 35066.51399999999, 'edge_length_avg': 216.4599629629629, 'street_length_total': 17533.257, 'street_length_avg': 216.45996296296298, 'street_segments_count': 81, 'node_density_km': 10.022185397498328, 'intersection_density_km': 9.821741689548361, 'edge_density_km': 7028.862091039411, 'street_density_km': 3514.431045519707, 'circuity_avg': 1.022136220912665, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.022136220912665\n", - "4278\n", - "8978868.271514706\n", - "{'n': 20, 'm': 38, 'k_avg': 3.8, 'intersection_count': 14, 'streets_per_node_avg': 2.4, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3, 2: 0.0, 3: 0.7}, 'edge_length_total': 16359.216000000002, 'edge_length_avg': 430.5056842105264, 'street_length_total': 8179.607999999998, 'street_length_avg': 430.5056842105262, 'street_segments_count': 19, 'node_density_km': 2.227452212819474, 'intersection_density_km': 1.559216548973632, 'edge_density_km': 1821.9685939595877, 'street_density_km': 910.9842969797935, 'circuity_avg': 1.1100498285464835, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1100498285464835\n", - "4279\n", - "2994148.6454139627\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 4279\n", - "4280\n", - "4990986.1086022705\n", - "{'n': 90, 'm': 229, 'k_avg': 5.088888888888889, 'intersection_count': 76, 'streets_per_node_avg': 2.8555555555555556, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 62, 4: 13, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15555555555555556, 2: 0.0, 3: 0.6888888888888889, 4: 0.14444444444444443, 5: 0.011111111111111112}, 'edge_length_total': 30561.821000000014, 'edge_length_avg': 133.45773362445422, 'street_length_total': 17291.392999999996, 'street_length_avg': 142.90407438016527, 'street_segments_count': 121, 'node_density_km': 18.03250861485659, 'intersection_density_km': 15.22745171921223, 'edge_density_km': 6123.403338535613, 'street_density_km': 3464.524369281898, 'circuity_avg': 1.017968499699785, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.017968499699785\n", - "4281\n", - "13977506.007393466\n", - "{'n': 1142, 'm': 3230, 'k_avg': 5.656742556917688, 'intersection_count': 1066, 'streets_per_node_avg': 3.0621716287215412, 'streets_per_node_counts': {0: 0, 1: 76, 2: 1, 3: 844, 4: 218, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06654991243432574, 2: 0.0008756567425569177, 3: 0.7390542907180385, 4: 0.19089316987740806, 5: 0.002626970227670753}, 'edge_length_total': 301962.2050000003, 'edge_length_avg': 93.4867507739939, 'street_length_total': 161133.154, 'street_length_avg': 92.87213487031701, 'street_segments_count': 1735, 'node_density_km': 81.70270142584333, 'intersection_density_km': 76.2653938003056, 'edge_density_km': 21603.43947198277, 'street_density_km': 11528.033249620345, 'circuity_avg': 1.0396186566265968, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0396186566265968\n", - "4282\n", - "9978208.944212394\n", - "{'n': 233, 'm': 700, 'k_avg': 6.008583690987124, 'intersection_count': 186, 'streets_per_node_avg': 3.072961373390558, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 75, 4: 111}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2017167381974249, 2: 0.0, 3: 0.3218884120171674, 4: 0.47639484978540775}, 'edge_length_total': 134467.2159999999, 'edge_length_avg': 192.0960228571427, 'street_length_total': 67233.608, 'street_length_avg': 192.09602285714283, 'street_segments_count': 350, 'node_density_km': 23.350884041684225, 'intersection_density_km': 18.64061987876938, 'edge_density_km': 13476.08741727083, 'street_density_km': 6738.0437086354195, 'circuity_avg': 1.0085772118755267, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0085772118755267\n", - "4283\n", - "9981807.645436356\n", - "{'n': 27, 'm': 60, 'k_avg': 4.444444444444445, 'intersection_count': 16, 'streets_per_node_avg': 2.3703703703703702, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 11, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4074074074074074, 2: 0.0, 3: 0.4074074074074074, 4: 0.18518518518518517}, 'edge_length_total': 32871.06400000001, 'edge_length_avg': 547.8510666666668, 'street_length_total': 16435.531999999996, 'street_length_avg': 547.8510666666665, 'street_segments_count': 30, 'node_density_km': 2.7049208879860847, 'intersection_density_km': 1.6029160817695318, 'edge_density_km': 3293.0973194047206, 'street_density_km': 1646.5486597023594, 'circuity_avg': 1.0087996387297853, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0087996387297853\n", - "4284\n", - "4988482.1066237865\n", - "{'n': 689, 'm': 1995, 'k_avg': 5.7910014513788095, 'intersection_count': 645, 'streets_per_node_avg': 3.0682148040638606, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 515, 4: 126, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06386066763425254, 2: 0.0, 3: 0.7474600870827286, 4: 0.18287373004354138, 5: 0.0043541364296081275, 6: 0.001451378809869376}, 'edge_length_total': 118220.12900000006, 'edge_length_avg': 59.25821002506269, 'street_length_total': 61693.55899999996, 'street_length_avg': 59.377823869104866, 'street_segments_count': 1039, 'node_density_km': 138.11816606200406, 'intersection_density_km': 129.29784776486594, 'edge_density_km': 23698.617429743903, 'street_density_km': 12367.200619619796, 'circuity_avg': 1.0484718608091996, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0484718608091996\n", - "4285\n", - "29933859.02344917\n", - "{'n': 1225, 'm': 3581, 'k_avg': 5.846530612244898, 'intersection_count': 1150, 'streets_per_node_avg': 3.1297959183673467, 'streets_per_node_counts': {0: 0, 1: 75, 2: 3, 3: 839, 4: 304, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.061224489795918366, 2: 0.0024489795918367346, 3: 0.6848979591836735, 4: 0.24816326530612245, 5: 0.0032653061224489797}, 'edge_length_total': 328012.03700000007, 'edge_length_avg': 91.59788802010614, 'street_length_total': 174893.16200000016, 'street_length_avg': 91.85565231092446, 'street_segments_count': 1904, 'node_density_km': 40.92355746849668, 'intersection_density_km': 38.41803354185402, 'edge_density_km': 10957.893425737275, 'street_density_km': 5842.653359962535, 'circuity_avg': 1.0364644255579571, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0364644255579571\n", - "4286\n", - "2994043.6189840045\n", - "{'n': 190, 'm': 444, 'k_avg': 4.673684210526316, 'intersection_count': 130, 'streets_per_node_avg': 2.3947368421052633, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 125, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3157894736842105, 2: 0.0, 3: 0.6578947368421053, 4: 0.02631578947368421}, 'edge_length_total': 37775.44200000003, 'edge_length_avg': 85.07982432432439, 'street_length_total': 18887.721000000005, 'street_length_avg': 85.07982432432435, 'street_segments_count': 222, 'node_density_km': 63.459329314806176, 'intersection_density_km': 43.41954111013054, 'edge_density_km': 12616.864283633486, 'street_density_km': 6308.432141816739, 'circuity_avg': 1.036629924660597, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.036629924660597\n", - "4287\n", - "12983282.97532028\n", - "{'n': 55, 'm': 120, 'k_avg': 4.363636363636363, 'intersection_count': 40, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 32, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0, 3: 0.5818181818181818, 4: 0.14545454545454545}, 'edge_length_total': 30777.974, 'edge_length_avg': 256.48311666666666, 'street_length_total': 18155.106, 'street_length_avg': 263.1174782608696, 'street_segments_count': 69, 'node_density_km': 4.236216687608877, 'intersection_density_km': 3.0808848637155473, 'edge_density_km': 2370.5848558107664, 'street_density_km': 1398.3447818637828, 'circuity_avg': 1.179262179259253, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.179262179259253\n", - "4288\n", - "6985770.189034477\n", - "{'n': 255, 'm': 586, 'k_avg': 4.596078431372549, 'intersection_count': 178, 'streets_per_node_avg': 2.4352941176470586, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 168, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30196078431372547, 2: 0.0, 3: 0.6588235294117647, 4: 0.0392156862745098}, 'edge_length_total': 86948.83800000005, 'edge_length_avg': 148.37685665529017, 'street_length_total': 43474.41900000002, 'street_length_avg': 148.37685665529017, 'street_segments_count': 293, 'node_density_km': 36.502775370462665, 'intersection_density_km': 25.480368689970017, 'edge_density_km': 12446.564322497059, 'street_density_km': 6223.2821612485295, 'circuity_avg': 1.039108181272674, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039108181272674\n", - "4289\n", - "2992894.401451281\n", - "{'n': 40, 'm': 94, 'k_avg': 4.7, 'intersection_count': 30, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 26, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.65, 4: 0.1}, 'edge_length_total': 13216.02, 'edge_length_avg': 140.5959574468085, 'street_length_total': 6608.010000000001, 'street_length_avg': 140.59595744680854, 'street_segments_count': 47, 'node_density_km': 13.36498874821766, 'intersection_density_km': 10.023741561163245, 'edge_density_km': 4415.79896490549, 'street_density_km': 2207.899482452745, 'circuity_avg': 1.0889975038219377, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0889975038219377\n", - "4290\n", - "3990468.5209976938\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 430, 'm': 1199, 'k_avg': 5.576744186046511, 'intersection_count': 409, 'streets_per_node_avg': 3.055813953488372, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 345, 4: 62, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04883720930232558, 2: 0.0, 3: 0.8023255813953488, 4: 0.14418604651162792, 5: 0.004651162790697674}, 'edge_length_total': 91369.06300000002, 'edge_length_avg': 76.20438949124272, 'street_length_total': 48758.36299999999, 'street_length_avg': 76.18494218749998, 'street_segments_count': 640, 'node_density_km': 107.75677034848323, 'intersection_density_km': 102.49423040123172, 'edge_density_km': 22896.82590383046, 'street_density_km': 12218.70633571856, 'circuity_avg': 1.0367343834303495, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0367343834303495\n", - "4291\n", - "2992930.658611977\n", - "{'n': 41, 'm': 101, 'k_avg': 4.926829268292683, 'intersection_count': 34, 'streets_per_node_avg': 2.7560975609756095, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 30, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17073170731707318, 2: 0.0, 3: 0.7317073170731707, 4: 0.0975609756097561}, 'edge_length_total': 18437.863999999994, 'edge_length_avg': 182.55310891089104, 'street_length_total': 9295.931999999999, 'street_length_avg': 178.76792307692307, 'street_segments_count': 52, 'node_density_km': 13.6989475122068, 'intersection_density_km': 11.360102815000761, 'edge_density_km': 6160.471492029445, 'street_density_km': 3105.9630376839896, 'circuity_avg': 1.1714775749343473, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1714775749343473\n", - "4292\n", - "3991131.5523091303\n", - "{'n': 102, 'm': 302, 'k_avg': 5.921568627450981, 'intersection_count': 85, 'streets_per_node_avg': 3.107843137254902, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 40, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.39215686274509803, 4: 0.4411764705882353}, 'edge_length_total': 54675.62400000003, 'edge_length_avg': 181.04511258278157, 'street_length_total': 27337.811999999994, 'street_length_avg': 181.04511258278143, 'street_segments_count': 151, 'node_density_km': 25.556661979980674, 'intersection_density_km': 21.29721831665056, 'edge_density_km': 13699.278834436469, 'street_density_km': 6849.639417218228, 'circuity_avg': 1.051190570098152, 'self_loop_proportion': 0.006622516556291391, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051190570098152\n", - "4293\n", - "11974565.835021237\n", - "{'n': 316, 'm': 734, 'k_avg': 4.6455696202531644, 'intersection_count': 221, 'streets_per_node_avg': 2.4430379746835444, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 207, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30063291139240506, 2: 0.0, 3: 0.6550632911392406, 4: 0.04430379746835443}, 'edge_length_total': 118614.83599999994, 'edge_length_avg': 161.6005940054495, 'street_length_total': 59307.418, 'street_length_avg': 161.60059400544958, 'street_segments_count': 367, 'node_density_km': 26.38926574488532, 'intersection_density_km': 18.45578395449258, 'edge_density_km': 9905.564647120216, 'street_density_km': 4952.782323560111, 'circuity_avg': 1.0440102325525724, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0440102325525724\n", - "4294\n", - "3990455.8793084114\n", - "{'n': 50, 'm': 152, 'k_avg': 6.08, 'intersection_count': 48, 'streets_per_node_avg': 3.22, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 33, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04, 2: 0.0, 3: 0.66, 4: 0.3}, 'edge_length_total': 34525.103999999985, 'edge_length_avg': 227.13884210526305, 'street_length_total': 17262.552, 'street_length_avg': 227.13884210526317, 'street_segments_count': 76, 'node_density_km': 12.529896711617203, 'intersection_density_km': 12.028700843152516, 'edge_density_km': 8651.919741556836, 'street_density_km': 4325.95987077842, 'circuity_avg': 1.2002453544644034, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2002453544644034\n", - "4295\n", - "4988470.29842455\n", - "{'n': 365, 'm': 1070, 'k_avg': 5.863013698630137, 'intersection_count': 350, 'streets_per_node_avg': 3.1561643835616437, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 264, 4: 85, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0410958904109589, 2: 0.0, 3: 0.7232876712328767, 4: 0.2328767123287671, 5: 0.0027397260273972603}, 'edge_length_total': 110628.97600000002, 'edge_length_avg': 103.39156635514021, 'street_length_total': 57028.30099999996, 'street_length_avg': 102.93917148014434, 'street_segments_count': 554, 'node_density_km': 73.16872270749485, 'intersection_density_km': 70.1617888975978, 'edge_density_km': 22176.933885912615, 'street_density_km': 11432.021759859037, 'circuity_avg': 1.0112502557425347, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0112502557425347\n", - "4296\n", - "4989700.015225763\n", - "{'n': 184, 'm': 444, 'k_avg': 4.826086956521739, 'intersection_count': 140, 'streets_per_node_avg': 2.5706521739130435, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 131, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2391304347826087, 2: 0.0, 3: 0.7119565217391305, 4: 0.04891304347826087}, 'edge_length_total': 67861.37799999995, 'edge_length_avg': 152.84094144144134, 'street_length_total': 33930.689, 'street_length_avg': 152.84094144144143, 'street_segments_count': 222, 'node_density_km': 36.87596437431815, 'intersection_density_km': 28.057798980459463, 'edge_density_km': 13600.292160435522, 'street_density_km': 6800.146080217764, 'circuity_avg': 1.061398831970659, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061398831970659\n", - "4297\n", - "3991249.462219375\n", - "{'n': 88, 'm': 214, 'k_avg': 4.863636363636363, 'intersection_count': 65, 'streets_per_node_avg': 2.5681818181818183, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 57, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26136363636363635, 2: 0.0, 3: 0.6477272727272727, 4: 0.09090909090909091}, 'edge_length_total': 38026.272, 'edge_length_avg': 177.6928598130841, 'street_length_total': 19013.136000000006, 'street_length_avg': 177.69285981308417, 'street_segments_count': 107, 'node_density_km': 22.048233475004768, 'intersection_density_km': 16.285626998583066, 'edge_density_km': 9527.41049136405, 'street_density_km': 4763.7052456820265, 'circuity_avg': 1.028498300139992, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028498300139992\n", - "4298\n", - "3990587.7878751\n", - "{'n': 23, 'm': 58, 'k_avg': 5.043478260869565, 'intersection_count': 19, 'streets_per_node_avg': 2.652173913043478, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17391304347826086, 2: 0.0, 3: 0.8260869565217391}, 'edge_length_total': 16591.892, 'edge_length_avg': 286.0671034482759, 'street_length_total': 8295.946, 'street_length_avg': 286.0671034482759, 'street_segments_count': 29, 'node_density_km': 5.763561966957002, 'intersection_density_km': 4.761203364007958, 'edge_density_km': 4157.756421350354, 'street_density_km': 2078.878210675177, 'circuity_avg': 1.1179574891937714, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1179574891937714\n", - "4299\n", - "5985645.296438551\n", - "{'n': 90, 'm': 217, 'k_avg': 4.822222222222222, 'intersection_count': 82, 'streets_per_node_avg': 3.1555555555555554, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 53, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08888888888888889, 2: 0.0, 3: 0.5888888888888889, 4: 0.3111111111111111, 5: 0.011111111111111112}, 'edge_length_total': 40734.83899999999, 'edge_length_avg': 187.71815207373268, 'street_length_total': 26941.91299999999, 'street_length_avg': 201.0590522388059, 'street_segments_count': 134, 'node_density_km': 15.035972822103217, 'intersection_density_km': 13.69944190458293, 'edge_density_km': 6805.421467963889, 'street_density_km': 4501.087462705213, 'circuity_avg': 1.0821571845333298, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0821571845333298\n", - "4300\n", - "61852935.87479314\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3038, 'm': 8850, 'k_avg': 5.826201448321264, 'intersection_count': 2855, 'streets_per_node_avg': 3.087557603686636, 'streets_per_node_counts': {0: 0, 1: 183, 2: 4, 3: 2228, 4: 611, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06023699802501646, 2: 0.0013166556945358788, 3: 0.7333772218564846, 4: 0.2011191573403555, 5: 0.003620803159973667, 6: 0.0003291639236339697}, 'edge_length_total': 856011.2610000016, 'edge_length_avg': 96.72443627118662, 'street_length_total': 458534.6819999996, 'street_length_avg': 99.18552498377669, 'street_segments_count': 4623, 'node_density_km': 49.116504447739125, 'intersection_density_km': 46.157873666324946, 'edge_density_km': 13839.460470118944, 'street_density_km': 7413.305051973543, 'circuity_avg': 1.0417750971305022, 'self_loop_proportion': 0.0013559322033898306, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0417750971305022\n", - "4301\n", - "35935942.94584382\n", - "{'n': 2847, 'm': 8143, 'k_avg': 5.720407446434844, 'intersection_count': 2623, 'streets_per_node_avg': 3.0639269406392695, 'streets_per_node_counts': {0: 0, 1: 224, 2: 0, 3: 2007, 4: 603, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07867931155602388, 2: 0.0, 3: 0.7049525816649105, 4: 0.21180189673340358, 5: 0.004214963119072708, 6: 0.00035124692658939234}, 'edge_length_total': 738948.0869999981, 'edge_length_avg': 90.74641864177798, 'street_length_total': 393511.6709999996, 'street_length_avg': 91.11175526742292, 'street_segments_count': 4319, 'node_density_km': 79.22430209471574, 'intersection_density_km': 72.99098854739705, 'edge_density_km': 20562.924649385368, 'street_density_km': 10950.364419072836, 'circuity_avg': 1.0308566377889552, 'self_loop_proportion': 0.0007368291784354661, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0308566377889552\n", - "4302\n", - "10978607.313301088\n", - "{'n': 195, 'm': 536, 'k_avg': 5.4974358974358974, 'intersection_count': 156, 'streets_per_node_avg': 2.882051282051282, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 101, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.517948717948718, 4: 0.28205128205128205}, 'edge_length_total': 109016.49999999984, 'edge_length_avg': 203.38899253731313, 'street_length_total': 54508.25000000001, 'street_length_avg': 203.38899253731347, 'street_segments_count': 268, 'node_density_km': 17.761815723543414, 'intersection_density_km': 14.209452578834732, 'edge_density_km': 9929.90248115727, 'street_density_km': 4964.951240578644, 'circuity_avg': 1.0246489443833056, 'self_loop_proportion': 0.0037313432835820895, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0246489443833056\n", - "4303\n", - "12983987.499299292\n", - "{'n': 373, 'm': 901, 'k_avg': 4.831099195710456, 'intersection_count': 298, 'streets_per_node_avg': 2.683646112600536, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 268, 4: 28, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20107238605898123, 2: 0.0, 3: 0.7184986595174263, 4: 0.07506702412868632, 5: 0.005361930294906166}, 'edge_length_total': 125667.57200000001, 'edge_length_avg': 139.47566259711434, 'street_length_total': 66747.77099999998, 'street_length_avg': 136.77821926229504, 'street_segments_count': 488, 'node_density_km': 28.727692476608574, 'intersection_density_km': 22.951346804368242, 'edge_density_km': 9678.657808842001, 'street_density_km': 5140.775975300513, 'circuity_avg': 1.0589191428079947, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0589191428079947\n", - "4304\n", - "4989129.81434727\n", - "{'n': 112, 'm': 314, 'k_avg': 5.607142857142857, 'intersection_count': 97, 'streets_per_node_avg': 2.9910714285714284, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 68, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13392857142857142, 2: 0.0, 3: 0.6071428571428571, 4: 0.25892857142857145}, 'edge_length_total': 55949.61200000002, 'edge_length_avg': 178.18347770700643, 'street_length_total': 27974.806000000004, 'street_length_avg': 178.1834777070064, 'street_segments_count': 157, 'node_density_km': 22.44880453459458, 'intersection_density_km': 19.442268212997092, 'edge_density_km': 11214.302710485785, 'street_density_km': 5607.1513552428905, 'circuity_avg': 1.0368916054022743, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0368916054022743\n", - "4305\n", - "11974751.587822232\n", - "{'n': 415, 'm': 1002, 'k_avg': 4.828915662650602, 'intersection_count': 301, 'streets_per_node_avg': 2.527710843373494, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 269, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2746987951807229, 2: 0.0, 3: 0.6481927710843374, 4: 0.07710843373493977}, 'edge_length_total': 143821.73300000004, 'edge_length_avg': 143.53466367265472, 'street_length_total': 73782.13999999998, 'street_length_avg': 145.24043307086612, 'street_segments_count': 508, 'node_density_km': 34.656251276396894, 'intersection_density_km': 25.13622080529028, 'edge_density_km': 12010.414741818951, 'street_density_km': 6161.475623012756, 'circuity_avg': 1.0576969668894778, 'self_loop_proportion': 0.001996007984031936, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0576969668894778\n", - "4306\n", - "5988162.62211243\n", - "{'n': 230, 'm': 607, 'k_avg': 5.278260869565218, 'intersection_count': 207, 'streets_per_node_avg': 3.0956521739130434, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 140, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1, 2: 0.0, 3: 0.6086956521739131, 4: 0.28695652173913044, 5: 0.004347826086956522}, 'edge_length_total': 66758.94699999996, 'edge_length_avg': 109.98179077429977, 'street_length_total': 37851.61899999998, 'street_length_avg': 110.35457434402326, 'street_segments_count': 343, 'node_density_km': 38.409110525936825, 'intersection_density_km': 34.56819947334314, 'edge_density_km': 11148.485973557204, 'street_density_km': 6321.073990246302, 'circuity_avg': 1.0315802257861129, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0315802257861129\n", - "4307\n", - "3993004.0048137023\n", - "{'n': 200, 'm': 588, 'k_avg': 5.88, 'intersection_count': 179, 'streets_per_node_avg': 2.98, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 142, 4: 36, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.105, 2: 0.0, 3: 0.71, 4: 0.18, 5: 0.005}, 'edge_length_total': 61749.822000000066, 'edge_length_avg': 105.01670408163277, 'street_length_total': 30874.911000000007, 'street_length_avg': 105.01670408163268, 'street_segments_count': 294, 'node_density_km': 50.08760315764602, 'intersection_density_km': 44.82840482609319, 'edge_density_km': 15464.502896956415, 'street_density_km': 7732.251448478201, 'circuity_avg': 1.0512149686392434, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0512149686392434\n", - "4308\n", - "3996204.1428643493\n", - "{'n': 52, 'm': 126, 'k_avg': 4.846153846153846, 'intersection_count': 41, 'streets_per_node_avg': 2.6346153846153846, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 38, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21153846153846154, 2: 0.0, 3: 0.7307692307692307, 4: 0.057692307692307696}, 'edge_length_total': 22059.756, 'edge_length_avg': 175.07742857142858, 'street_length_total': 11672.404000000006, 'street_length_avg': 182.3813125000001, 'street_segments_count': 64, 'node_density_km': 13.012348253742635, 'intersection_density_km': 10.259736123143231, 'edge_density_km': 5520.177451242089, 'street_density_km': 2920.87280396882, 'circuity_avg': 1.1428255827024307, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1428255827024307\n", - "4309\n", - "29933090.43168618\n", - "{'n': 942, 'm': 2678, 'k_avg': 5.685774946921444, 'intersection_count': 824, 'streets_per_node_avg': 2.9968152866242037, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 593, 4: 230, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12526539278131635, 2: 0.0, 3: 0.6295116772823779, 4: 0.24416135881104034, 5: 0.0, 6: 0.0010615711252653928}, 'edge_length_total': 371955.82600000117, 'edge_length_avg': 138.8931389096345, 'street_length_total': 194509.61, 'street_length_avg': 139.53343615494978, 'street_segments_count': 1394, 'node_density_km': 31.47018855770502, 'intersection_density_km': 27.52806302712201, 'edge_density_km': 12426.2420163025, 'street_density_km': 6498.146606141895, 'circuity_avg': 1.0341102035787475, 'self_loop_proportion': 0.0014936519790888724, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0341102035787475\n", - "4310\n", - "2994761.7402032646\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 58, 'm': 162, 'k_avg': 5.586206896551724, 'intersection_count': 51, 'streets_per_node_avg': 3.0517241379310347, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 34, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1206896551724138, 2: 0.0, 3: 0.5862068965517241, 4: 0.29310344827586204}, 'edge_length_total': 35477.434, 'edge_length_avg': 218.9965061728395, 'street_length_total': 17738.716999999997, 'street_length_avg': 218.99650617283947, 'street_segments_count': 81, 'node_density_km': 19.367150054502616, 'intersection_density_km': 17.0297353927523, 'edge_density_km': 11846.496341839878, 'street_density_km': 5923.248170919938, 'circuity_avg': 1.0344939570410352, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0344939570410352\n", - "4311\n", - "6983199.201219476\n", - "{'n': 146, 'm': 368, 'k_avg': 5.041095890410959, 'intersection_count': 120, 'streets_per_node_avg': 2.6986301369863015, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 112, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1780821917808219, 2: 0.0, 3: 0.7671232876712328, 4: 0.0547945205479452}, 'edge_length_total': 59862.596000000005, 'edge_length_avg': 162.67009782608696, 'street_length_total': 29931.298, 'street_length_avg': 162.67009782608696, 'street_segments_count': 184, 'node_density_km': 20.907322817671307, 'intersection_density_km': 17.18410094603121, 'edge_density_km': 8572.374104629036, 'street_density_km': 4286.187052314518, 'circuity_avg': 1.0902160798934204, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0902160798934204\n", - "4312\n", - "14964239.865432814\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 1870.468, 'edge_length_avg': 467.617, 'street_length_total': 935.234, 'street_length_avg': 467.617, 'street_segments_count': 2, 'node_density_km': 0.20047794121036233, 'intersection_density_km': 0.13365196080690822, 'edge_density_km': 124.995857913288, 'street_density_km': 62.497928956644, 'circuity_avg': 1.0838460535824401, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0838460535824401\n", - "4313\n", - "7981059.855068766\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 3, 'streets_per_node_avg': 2.1666666666666665, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 2, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.3333333333333333, 4: 0.16666666666666666}, 'edge_length_total': 9150.412, 'edge_length_avg': 915.0412, 'street_length_total': 4575.206, 'street_length_avg': 915.0412, 'street_segments_count': 5, 'node_density_km': 0.7517798524201526, 'intersection_density_km': 0.3758899262100763, 'edge_density_km': 1146.5158971572655, 'street_density_km': 573.2579485786327, 'circuity_avg': 1.1118329177980777, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1118329177980777\n", - "4314\n", - "4987999.294020952\n", - "{'n': 99, 'm': 282, 'k_avg': 5.696969696969697, 'intersection_count': 88, 'streets_per_node_avg': 2.9292929292929295, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 73, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.7373737373737373, 4: 0.15151515151515152}, 'edge_length_total': 31504.789999999994, 'edge_length_avg': 111.71911347517728, 'street_length_total': 15752.395000000004, 'street_length_avg': 111.71911347517734, 'street_segments_count': 141, 'node_density_km': 19.847637131518837, 'intersection_density_km': 17.642344116905633, 'edge_density_km': 6316.117573986902, 'street_density_km': 3158.0587869934525, 'circuity_avg': 1.0437320164936843, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0437320164936843\n", - "4315\n", - "1995680.7190185697\n", - "{'n': 92, 'm': 254, 'k_avg': 5.521739130434782, 'intersection_count': 77, 'streets_per_node_avg': 2.9130434782608696, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 57, 4: 18, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16304347826086957, 2: 0.0, 3: 0.6195652173913043, 4: 0.1956521739130435, 5: 0.021739130434782608}, 'edge_length_total': 23002.966, 'edge_length_avg': 90.56285826771654, 'street_length_total': 11501.483000000006, 'street_length_avg': 90.56285826771658, 'street_segments_count': 127, 'node_density_km': 46.09955847308256, 'intersection_density_km': 38.58332611334084, 'edge_density_km': 11526.37582794924, 'street_density_km': 5763.1879139746225, 'circuity_avg': 1.0290558073852292, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0290558073852292\n", - "4316\n", - "4989428.9436946055\n", - "{'n': 336, 'm': 848, 'k_avg': 5.0476190476190474, 'intersection_count': 282, 'streets_per_node_avg': 2.818452380952381, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 240, 4: 38, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16071428571428573, 2: 0.0, 3: 0.7142857142857143, 4: 0.1130952380952381, 5: 0.008928571428571428, 6: 0.002976190476190476}, 'edge_length_total': 87379.78799999978, 'edge_length_avg': 103.04220283018842, 'street_length_total': 47003.086999999956, 'street_length_avg': 103.75957395143477, 'street_segments_count': 453, 'node_density_km': 67.34237600970754, 'intersection_density_km': 56.51949415100454, 'edge_density_km': 17512.983747453916, 'street_density_km': 9420.53439991367, 'circuity_avg': 1.0376185521686219, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0376185521686219\n", - "4317\n", - "13976629.53984248\n", - "{'n': 291, 'm': 766, 'k_avg': 5.2646048109965635, 'intersection_count': 250, 'streets_per_node_avg': 2.845360824742268, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 213, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.140893470790378, 2: 0.0, 3: 0.7319587628865979, 4: 0.12714776632302405}, 'edge_length_total': 117027.8729999999, 'edge_length_avg': 152.77790208877272, 'street_length_total': 64690.15999999999, 'street_length_avg': 158.94388206388203, 'street_segments_count': 407, 'node_density_km': 20.82047028365893, 'intersection_density_km': 17.8870019619063, 'edge_density_km': 8373.111175794878, 'street_density_km': 4628.452075344129, 'circuity_avg': 1.068049476674469, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068049476674469\n", - "4318\n", - "5988865.091217474\n", - "{'n': 65, 'm': 190, 'k_avg': 5.846153846153846, 'intersection_count': 53, 'streets_per_node_avg': 3.1076923076923078, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 22, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18461538461538463, 2: 0.0, 3: 0.3384615384615385, 4: 0.47692307692307695}, 'edge_length_total': 50865.95, 'edge_length_avg': 267.7155263157895, 'street_length_total': 25432.975, 'street_length_avg': 267.7155263157895, 'street_segments_count': 95, 'node_density_km': 10.853475409776875, 'intersection_density_km': 8.849756872587298, 'edge_density_km': 8493.420577229846, 'street_density_km': 4246.710288614923, 'circuity_avg': 1.023910474915286, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023910474915286\n", - "4319\n", - "4989151.316912243\n", - "{'n': 54, 'm': 122, 'k_avg': 4.518518518518518, 'intersection_count': 38, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 33, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2962962962962963, 2: 0.0, 3: 0.6111111111111112, 4: 0.09259259259259259}, 'edge_length_total': 22738.954, 'edge_length_avg': 186.38486885245902, 'street_length_total': 11369.476999999999, 'street_length_avg': 186.384868852459, 'street_segments_count': 61, 'node_density_km': 10.823484109802525, 'intersection_density_km': 7.616525855046221, 'edge_density_km': 4557.679764676492, 'street_density_km': 2278.839882338246, 'circuity_avg': 1.101965557098175, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.101965557098175\n", - "4320\n", - "7980915.87472437\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 226, 'm': 556, 'k_avg': 4.920353982300885, 'intersection_count': 167, 'streets_per_node_avg': 2.584070796460177, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 144, 4: 22, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2610619469026549, 2: 0.0, 3: 0.6371681415929203, 4: 0.09734513274336283, 5: 0.004424778761061947}, 'edge_length_total': 60781.064000000035, 'edge_length_avg': 109.31846043165474, 'street_length_total': 30583.93500000004, 'street_length_avg': 107.68991197183114, 'street_segments_count': 284, 'node_density_km': 28.31755196364667, 'intersection_density_km': 20.924916716499975, 'edge_density_km': 7615.800611618297, 'street_density_km': 3832.1334894482006, 'circuity_avg': 1.0850290237906648, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0850290237906648\n", - "4321\n", - "1996450.6831149124\n", - "{'n': 4, 'm': 8, 'k_avg': 4.0, 'intersection_count': 3, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 3646.7259999999997, 'edge_length_avg': 455.84074999999996, 'street_length_total': 1823.3629999999998, 'street_length_avg': 455.84074999999996, 'street_segments_count': 4, 'node_density_km': 2.0035556269083994, 'intersection_density_km': 1.5026667201812995, 'edge_density_km': 1826.6045992732898, 'street_density_km': 913.3022996366449, 'circuity_avg': 1.123600127490318, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.123600127490318\n", - "4322\n", - "15969321.707784738\n", - "{'n': 138, 'm': 406, 'k_avg': 5.884057971014493, 'intersection_count': 112, 'streets_per_node_avg': 3.0072463768115942, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 59, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18840579710144928, 2: 0.0, 3: 0.427536231884058, 4: 0.38405797101449274}, 'edge_length_total': 100903.76399999997, 'edge_length_avg': 248.53143842364523, 'street_length_total': 50451.88199999999, 'street_length_avg': 248.53143842364528, 'street_segments_count': 203, 'node_density_km': 8.641569286736058, 'intersection_density_km': 7.013447537061148, 'edge_density_km': 6318.600492017849, 'street_density_km': 3159.300246008925, 'circuity_avg': 1.0443528394820865, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0443528394820865\n", - "4323\n", - "2997009.6517413133\n", - "{'n': 242, 'm': 555, 'k_avg': 4.586776859504132, 'intersection_count': 181, 'streets_per_node_avg': 2.5702479338842976, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 163, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25206611570247933, 2: 0.0, 3: 0.6735537190082644, 4: 0.0743801652892562}, 'edge_length_total': 44337.75099999999, 'edge_length_avg': 79.88783963963962, 'street_length_total': 24706.032999999996, 'street_length_avg': 82.07984385382058, 'street_segments_count': 301, 'node_density_km': 80.7471540371563, 'intersection_density_km': 60.393532564980546, 'edge_density_km': 14793.9967341243, 'street_density_km': 8243.561373132507, 'circuity_avg': 1.0625127756489254, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0625127756489254\n", - "4324\n", - "3994155.2081942167\n", - "{'n': 16, 'm': 32, 'k_avg': 4.0, 'intersection_count': 11, 'streets_per_node_avg': 2.375, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3125, 2: 0.0, 3: 0.6875}, 'edge_length_total': 9863.140000000003, 'edge_length_avg': 308.2231250000001, 'street_length_total': 4931.57, 'street_length_avg': 308.223125, 'street_segments_count': 16, 'node_density_km': 4.00585334470107, 'intersection_density_km': 2.7540241744819856, 'edge_density_km': 2469.3932723909325, 'street_density_km': 1234.6966361954658, 'circuity_avg': 1.145073878631707, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.145073878631707\n", - "4325\n", - "5993486.896087517\n", - "{'n': 530, 'm': 1427, 'k_avg': 5.384905660377359, 'intersection_count': 479, 'streets_per_node_avg': 2.960377358490566, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 403, 4: 71, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09622641509433963, 2: 0.0, 3: 0.7603773584905661, 4: 0.1339622641509434, 5: 0.009433962264150943}, 'edge_length_total': 129826.23099999964, 'edge_length_avg': 90.9784379817797, 'street_length_total': 68899.55099999999, 'street_length_avg': 91.7437430093209, 'street_segments_count': 751, 'node_density_km': 88.42932489699415, 'intersection_density_km': 79.92008797294376, 'edge_density_km': 21661.218794813547, 'street_density_km': 11495.737321954748, 'circuity_avg': 1.0215823681696934, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0215823681696934\n", - "4326\n", - "35923077.59442719\n", - "error with entry 4326\n", - "4327\n", - "18956340.89998674\n", - "{'n': 1187, 'm': 3494, 'k_avg': 5.8871103622577925, 'intersection_count': 1159, 'streets_per_node_avg': 3.287278854254423, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 774, 4: 373, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.02358887952822241, 2: 0.0, 3: 0.6520640269587195, 4: 0.3142375737152485, 5: 0.010109519797809604}, 'edge_length_total': 322009.9920000002, 'edge_length_avg': 92.16084487693195, 'street_length_total': 177156.18400000007, 'street_length_avg': 91.83835355106277, 'street_segments_count': 1929, 'node_density_km': 62.61756982861763, 'intersection_density_km': 61.140491517580315, 'edge_density_km': 16986.927682874993, 'street_density_km': 9345.484180447715, 'circuity_avg': 1.0419832438948227, 'self_loop_proportion': 0.0017172295363480253, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0419832438948227\n", - "4328\n", - "6990294.32103778\n", - "{'n': 620, 'm': 1603, 'k_avg': 5.170967741935484, 'intersection_count': 515, 'streets_per_node_avg': 2.814516129032258, 'streets_per_node_counts': {0: 0, 1: 105, 2: 0, 3: 425, 4: 85, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1693548387096774, 2: 0.0, 3: 0.6854838709677419, 4: 0.13709677419354838, 5: 0.008064516129032258}, 'edge_length_total': 147464.31599999993, 'edge_length_avg': 91.99271116656266, 'street_length_total': 78256.39200000005, 'street_length_avg': 94.28480963855428, 'street_segments_count': 830, 'node_density_km': 88.69440563240185, 'intersection_density_km': 73.67357887207574, 'edge_density_km': 21095.58041872368, 'street_density_km': 11195.006734477827, 'circuity_avg': 1.031592756927454, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.031592756927454\n", - "4329\n", - "842177242.1611974\n", - "error with entry 4329\n", - "4330\n", - "7980874.018798866\n", - "{'n': 114, 'm': 312, 'k_avg': 5.473684210526316, 'intersection_count': 103, 'streets_per_node_avg': 2.973684210526316, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 85, 4: 17, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09649122807017543, 2: 0.0, 3: 0.7456140350877193, 4: 0.14912280701754385, 5: 0.008771929824561403}, 'edge_length_total': 46163.81900000005, 'edge_length_avg': 147.96095833333348, 'street_length_total': 23665.033999999996, 'street_length_avg': 145.18425766871164, 'street_segments_count': 163, 'node_density_km': 14.284149797562796, 'intersection_density_km': 12.905854641657614, 'edge_density_km': 5784.306191434879, 'street_density_km': 2965.2183387755845, 'circuity_avg': 1.0436249614853315, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0436249614853315\n", - "4331\n", - "7987013.585160287\n", - "{'n': 153, 'm': 403, 'k_avg': 5.26797385620915, 'intersection_count': 123, 'streets_per_node_avg': 2.843137254901961, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 87, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19607843137254902, 2: 0.0, 3: 0.5686274509803921, 4: 0.23529411764705882}, 'edge_length_total': 85034.56500000012, 'edge_length_avg': 211.00388337469013, 'street_length_total': 42847.57400000002, 'street_length_avg': 209.0125560975611, 'street_segments_count': 205, 'node_density_km': 19.156096126375814, 'intersection_density_km': 15.399998846694283, 'edge_density_km': 10646.603275846763, 'street_density_km': 5364.655204745108, 'circuity_avg': 1.0338423847894482, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0338423847894482\n", - "4332\n", - "9978687.636250395\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 354, 'm': 788, 'k_avg': 4.451977401129944, 'intersection_count': 229, 'streets_per_node_avg': 2.3220338983050848, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 219, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3531073446327684, 2: 0.0, 3: 0.6186440677966102, 4: 0.02824858757062147}, 'edge_length_total': 107895.05399999996, 'edge_length_avg': 136.92265736040605, 'street_length_total': 53947.527, 'street_length_avg': 136.9226573604061, 'street_segments_count': 394, 'node_density_km': 35.4756069038573, 'intersection_density_km': 22.948909550800344, 'edge_density_km': 10812.549498797895, 'street_density_km': 5406.274749398949, 'circuity_avg': 1.0384158841411757, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0384158841411757\n", - "4333\n", - "11973572.031122886\n", - "{'n': 227, 'm': 666, 'k_avg': 5.86784140969163, 'intersection_count': 186, 'streets_per_node_avg': 3.0088105726872247, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 102, 4: 84}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18061674008810572, 2: 0.0, 3: 0.44933920704845814, 4: 0.3700440528634361}, 'edge_length_total': 128371.91199999988, 'edge_length_avg': 192.75061861861843, 'street_length_total': 64185.95600000002, 'street_length_avg': 192.7506186186187, 'street_segments_count': 333, 'node_density_km': 18.958419376436645, 'intersection_density_km': 15.53421147144148, 'edge_density_km': 10721.27111828642, 'street_density_km': 5360.6355591432175, 'circuity_avg': 1.0233196698539833, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0233196698539833\n", - "4334\n", - "17957144.14420636\n", - "{'n': 397, 'm': 1048, 'k_avg': 5.279596977329975, 'intersection_count': 322, 'streets_per_node_avg': 2.697732997481108, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 292, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1889168765743073, 2: 0.0, 3: 0.7355163727959698, 4: 0.07556675062972293}, 'edge_length_total': 179637.8099999999, 'edge_length_avg': 171.41012404580144, 'street_length_total': 90006.50099999993, 'street_length_avg': 170.46685795454533, 'street_segments_count': 528, 'node_density_km': 22.108192528380794, 'intersection_density_km': 17.931581849215657, 'edge_density_km': 10003.695941704502, 'street_density_km': 5012.294843611831, 'circuity_avg': 1.049668896399281, 'self_loop_proportion': 0.0019083969465648854, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049668896399281\n", - "4335\n", - "1995698.4598652227\n", - "{'n': 80, 'm': 194, 'k_avg': 4.85, 'intersection_count': 60, 'streets_per_node_avg': 2.55, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 56, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.7, 4: 0.05}, 'edge_length_total': 13197.514000000001, 'edge_length_avg': 68.02842268041238, 'street_length_total': 6598.757, 'street_length_avg': 68.02842268041236, 'street_segments_count': 97, 'node_density_km': 40.08621623399094, 'intersection_density_km': 30.0646621754932, 'edge_density_km': 6612.979999439033, 'street_density_km': 3306.489999719516, 'circuity_avg': 1.0425559516760636, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0425559516760636\n", - "4336\n", - "11973867.314774487\n", - "error with entry 4336\n", - "4337\n", - "16964661.177906513\n", - "{'n': 762, 'm': 1766, 'k_avg': 4.635170603674541, 'intersection_count': 526, 'streets_per_node_avg': 2.416010498687664, 'streets_per_node_counts': {0: 0, 1: 236, 2: 0, 3: 499, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30971128608923887, 2: 0.0, 3: 0.6548556430446194, 4: 0.03543307086614173}, 'edge_length_total': 244997.31600000043, 'edge_length_avg': 138.73007701019276, 'street_length_total': 122498.65799999992, 'street_length_avg': 138.73007701019245, 'street_segments_count': 883, 'node_density_km': 44.916900609389764, 'intersection_density_km': 31.005629554513146, 'edge_density_km': 14441.627417768079, 'street_density_km': 7220.813708884022, 'circuity_avg': 1.0539147691837993, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0539147691837993\n", - "4338\n", - "2993519.1592552047\n", - "{'n': 177, 'm': 520, 'k_avg': 5.875706214689266, 'intersection_count': 163, 'streets_per_node_avg': 3.0847457627118646, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 121, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07909604519774012, 2: 0.0, 3: 0.6836158192090396, 4: 0.23163841807909605, 5: 0.005649717514124294}, 'edge_length_total': 41822.044, 'edge_length_avg': 80.4270076923077, 'street_length_total': 21934.053, 'street_length_avg': 81.84348134328359, 'street_segments_count': 268, 'node_density_km': 59.12773247258523, 'intersection_density_km': 54.450962672493745, 'edge_density_km': 13970.862311235527, 'street_density_km': 7327.17976171472, 'circuity_avg': 1.0398453780478392, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0398453780478392\n", - "4339\n", - "4993329.219061651\n", - "{'n': 208, 'm': 608, 'k_avg': 5.846153846153846, 'intersection_count': 192, 'streets_per_node_avg': 3.1009615384615383, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 141, 4: 49, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07692307692307693, 2: 0.0, 3: 0.6778846153846154, 4: 0.23557692307692307, 5: 0.009615384615384616}, 'edge_length_total': 57694.966999999975, 'edge_length_avg': 94.89303782894733, 'street_length_total': 29603.96399999998, 'street_length_avg': 93.98083809523804, 'street_segments_count': 315, 'node_density_km': 41.655575043194816, 'intersection_density_km': 38.45130003987214, 'edge_density_km': 11554.408785976671, 'street_density_km': 5928.702615279024, 'circuity_avg': 1.0466113505505825, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0466113505505825\n", - "4340\n", - "3991298.102115055\n", - "{'n': 284, 'm': 709, 'k_avg': 4.992957746478873, 'intersection_count': 214, 'streets_per_node_avg': 2.563380281690141, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 198, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24647887323943662, 2: 0.0, 3: 0.6971830985915493, 4: 0.056338028169014086}, 'edge_length_total': 69234.88200000006, 'edge_length_avg': 97.65145557122716, 'street_length_total': 34687.35, 'street_length_avg': 97.43637640449438, 'street_segments_count': 356, 'node_density_km': 71.15479544098791, 'intersection_density_km': 53.616641635110604, 'edge_density_km': 17346.457274968096, 'street_density_km': 8690.743991689971, 'circuity_avg': 1.061739787369855, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061739787369855\n", - "4341\n", - "998160.7930932154\n", - "{'n': 6, 'm': 12, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 3181.0820000000003, 'edge_length_avg': 265.0901666666667, 'street_length_total': 1590.541, 'street_length_avg': 265.0901666666667, 'street_segments_count': 6, 'node_density_km': 6.011055574930478, 'intersection_density_km': 4.007370383286985, 'edge_density_km': 3186.9434484018325, 'street_density_km': 1593.471724200916, 'circuity_avg': 1.1328283020864194, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1328283020864194\n", - "4342\n", - "10975028.708356045\n", - "{'n': 266, 'm': 586, 'k_avg': 4.406015037593985, 'intersection_count': 179, 'streets_per_node_avg': 2.357142857142857, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 176, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32706766917293234, 2: 0.0, 3: 0.6616541353383458, 4: 0.011278195488721804}, 'edge_length_total': 102004.38599999984, 'edge_length_avg': 174.06891808873692, 'street_length_total': 51002.19300000004, 'street_length_avg': 174.06891808873735, 'street_segments_count': 293, 'node_density_km': 24.23683865149946, 'intersection_density_km': 16.309752325633095, 'edge_density_km': 9294.224982057392, 'street_density_km': 4647.112491028707, 'circuity_avg': 1.08056504368617, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.08056504368617\n", - "4343\n", - "3990422.3857916985\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 79, 'm': 188, 'k_avg': 4.7594936708860756, 'intersection_count': 56, 'streets_per_node_avg': 2.5443037974683542, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 46, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2911392405063291, 2: 0.0, 3: 0.5822784810126582, 4: 0.12658227848101267}, 'edge_length_total': 32649.498000000007, 'edge_length_avg': 173.66754255319154, 'street_length_total': 16324.748999999996, 'street_length_avg': 173.66754255319145, 'street_segments_count': 94, 'node_density_km': 19.79740297199802, 'intersection_density_km': 14.033602106732774, 'edge_density_km': 8181.9654270815645, 'street_density_km': 4090.9827135407804, 'circuity_avg': 1.0648491475422706, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0648491475422706\n", - "4344\n", - "5986678.921517596\n", - "{'n': 176, 'm': 542, 'k_avg': 6.159090909090909, 'intersection_count': 159, 'streets_per_node_avg': 3.164772727272727, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 96, 4: 63}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09659090909090909, 2: 0.0, 3: 0.5454545454545454, 4: 0.35795454545454547}, 'edge_length_total': 80393.53200000004, 'edge_length_avg': 148.32754981549823, 'street_length_total': 40196.76599999998, 'street_length_avg': 148.3275498154981, 'street_segments_count': 271, 'node_density_km': 29.39860351745485, 'intersection_density_km': 26.558965677700687, 'edge_density_km': 13428.736208158069, 'street_density_km': 6714.368104079028, 'circuity_avg': 1.0174562039440809, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0174562039440809\n", - "4345\n", - "24955546.093608446\n", - "{'n': 491, 'm': 1407, 'k_avg': 5.731160896130346, 'intersection_count': 399, 'streets_per_node_avg': 2.9531568228105907, 'streets_per_node_counts': {0: 0, 1: 92, 2: 0, 3: 238, 4: 161}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18737270875763748, 2: 0.0, 3: 0.4847250509164969, 4: 0.32790224032586557}, 'edge_length_total': 269605.3390000003, 'edge_length_avg': 191.6171563610521, 'street_length_total': 134921.8550000001, 'street_length_avg': 191.65036221590924, 'street_segments_count': 704, 'node_density_km': 19.6749851980099, 'intersection_density_km': 15.988429926692364, 'edge_density_km': 10803.423735497858, 'street_density_km': 5406.487780067291, 'circuity_avg': 1.0234440101435092, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0234440101435092\n", - "4346\n", - "14966851.703330146\n", - "{'n': 637, 'm': 1662, 'k_avg': 5.218210361067504, 'intersection_count': 504, 'streets_per_node_avg': 2.681318681318681, 'streets_per_node_counts': {0: 0, 1: 133, 2: 0, 3: 441, 4: 63}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2087912087912088, 2: 0.0, 3: 0.6923076923076923, 4: 0.0989010989010989}, 'edge_length_total': 204768.38600000032, 'edge_length_avg': 123.20600842358623, 'street_length_total': 102384.19299999996, 'street_length_avg': 123.20600842358598, 'street_segments_count': 831, 'node_density_km': 42.560721027139365, 'intersection_density_km': 33.67441663685752, 'edge_density_km': 13681.460206787448, 'street_density_km': 6840.73010339371, 'circuity_avg': 1.0548429286017307, 'self_loop_proportion': 0.0012033694344163659, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548429286017307\n", - "4347\n", - "8982611.920744011\n", - "{'n': 267, 'm': 732, 'k_avg': 5.48314606741573, 'intersection_count': 250, 'streets_per_node_avg': 3.052434456928839, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 203, 4: 46, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06367041198501873, 2: 0.0, 3: 0.7602996254681648, 4: 0.17228464419475656, 5: 0.003745318352059925}, 'edge_length_total': 87426.49300000003, 'edge_length_avg': 119.435099726776, 'street_length_total': 47180.950999999994, 'street_length_avg': 120.05331043256996, 'street_segments_count': 393, 'node_density_km': 29.724093877795507, 'intersection_density_km': 27.831548574714894, 'edge_density_km': 9732.858746585891, 'street_density_km': 5252.475718230972, 'circuity_avg': 1.0242076506360884, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0242076506360884\n", - "4348\n", - "3990757.058786962\n", - "{'n': 9, 'm': 18, 'k_avg': 4.0, 'intersection_count': 5, 'streets_per_node_avg': 2.2222222222222223, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4444444444444444, 2: 0.0, 3: 0.4444444444444444, 4: 0.1111111111111111}, 'edge_length_total': 3804.0059999999985, 'edge_length_avg': 211.33366666666657, 'street_length_total': 1902.0030000000004, 'street_length_avg': 211.33366666666672, 'street_segments_count': 9, 'node_density_km': 2.2552111961271972, 'intersection_density_km': 1.252895108959554, 'edge_density_km': 953.204102370559, 'street_density_km': 476.6020511852798, 'circuity_avg': 1.1130465680729282, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1130465680729282\n", - "4349\n", - "9979453.197922172\n", - "{'n': 86, 'm': 230, 'k_avg': 5.348837209302325, 'intersection_count': 67, 'streets_per_node_avg': 3.058139534883721, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 24, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22093023255813954, 2: 0.0, 3: 0.27906976744186046, 4: 0.5}, 'edge_length_total': 74653.60899999997, 'edge_length_avg': 324.58090869565206, 'street_length_total': 39203.880000000005, 'street_length_avg': 329.4443697478992, 'street_segments_count': 119, 'node_density_km': 8.61770663125171, 'intersection_density_km': 6.71379470109145, 'edge_density_km': 7480.731410769444, 'street_density_km': 3928.4597284511206, 'circuity_avg': 1.0016665288921387, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0016665288921387\n", - "4350\n", - "7981644.710603362\n", - "{'n': 1130, 'm': 3229, 'k_avg': 5.715044247787611, 'intersection_count': 1038, 'streets_per_node_avg': 3.0247787610619468, 'streets_per_node_counts': {0: 0, 1: 92, 2: 0, 3: 837, 4: 190, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08141592920353982, 2: 0.0, 3: 0.7407079646017699, 4: 0.168141592920354, 5: 0.009734513274336283}, 'edge_length_total': 221218.9249999997, 'edge_length_avg': 68.51004180860939, 'street_length_total': 117322.18699999985, 'street_length_avg': 69.42141242603542, 'street_segments_count': 1690, 'node_density_km': 141.57483087399655, 'intersection_density_km': 130.04838446655612, 'edge_density_km': 27715.957427435646, 'street_density_km': 14698.99892238263, 'circuity_avg': 1.0424950248606664, 'self_loop_proportion': 0.0012387736141220192, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0424950248606664\n", - "4351\n", - "9991307.343128579\n", - "{'n': 943, 'm': 2664, 'k_avg': 5.650053022269353, 'intersection_count': 853, 'streets_per_node_avg': 2.975609756097561, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 698, 4: 153, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09544008483563096, 2: 0.0, 3: 0.7401908801696713, 4: 0.16224814422057265, 5: 0.0021208907741251328}, 'edge_length_total': 226337.57799999983, 'edge_length_avg': 84.96155330330325, 'street_length_total': 120095.06500000005, 'street_length_avg': 87.21500726216416, 'street_segments_count': 1377, 'node_density_km': 94.38204307152445, 'intersection_density_km': 85.37421287381798, 'edge_density_km': 22653.449666490465, 'street_density_km': 12019.955034472463, 'circuity_avg': 1.0406942731575546, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0406942731575546\n", - "4352\n", - "10975763.832234114\n", - "{'n': 122, 'm': 274, 'k_avg': 4.491803278688525, 'intersection_count': 92, 'streets_per_node_avg': 2.6721311475409837, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 73, 4: 18, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2459016393442623, 2: 0.0, 3: 0.5983606557377049, 4: 0.14754098360655737, 5: 0.00819672131147541}, 'edge_length_total': 64478.11200000006, 'edge_length_avg': 235.32157664233597, 'street_length_total': 36971.84900000001, 'street_length_avg': 233.99904430379752, 'street_segments_count': 158, 'node_density_km': 11.115399517043627, 'intersection_density_km': 8.382104553836179, 'edge_density_km': 5874.589958890866, 'street_density_km': 3368.4989550722134, 'circuity_avg': 1.066710556371179, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066710556371179\n", - "4353\n", - "5987279.482200811\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 157, 'm': 370, 'k_avg': 4.713375796178344, 'intersection_count': 112, 'streets_per_node_avg': 2.484076433121019, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 103, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28662420382165604, 2: 0.0, 3: 0.6560509554140127, 4: 0.05732484076433121}, 'edge_length_total': 69384.53000000001, 'edge_length_avg': 187.5257567567568, 'street_length_total': 34692.264999999985, 'street_length_avg': 187.52575675675666, 'street_segments_count': 185, 'node_density_km': 26.222260121100906, 'intersection_density_km': 18.706325691485997, 'edge_density_km': 11588.657286881082, 'street_density_km': 5794.328643440537, 'circuity_avg': 1.0766226098225027, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0766226098225027\n", - "4354\n", - "4989705.595850089\n", - "error with entry 4354\n", - "4355\n", - "3992924.594336331\n", - "{'n': 236, 'm': 659, 'k_avg': 5.584745762711864, 'intersection_count': 219, 'streets_per_node_avg': 3.1440677966101696, 'streets_per_node_counts': {0: 0, 1: 17, 2: 1, 3: 149, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07203389830508475, 2: 0.00423728813559322, 3: 0.6313559322033898, 4: 0.2923728813559322}, 'edge_length_total': 55684.019999999975, 'edge_length_avg': 84.49775417298935, 'street_length_total': 29908.395999999997, 'street_length_avg': 83.31029526462395, 'street_segments_count': 359, 'node_density_km': 59.10454716193454, 'intersection_density_km': 54.847016222303665, 'edge_density_km': 13945.672823119088, 'street_density_km': 7490.3483132195515, 'circuity_avg': 1.0304856092424035, 'self_loop_proportion': 0.0030349013657056147, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0304856092424035\n", - "4356\n", - "4996851.3635078315\n", - "{'n': 25, 'm': 60, 'k_avg': 4.8, 'intersection_count': 17, 'streets_per_node_avg': 2.48, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 14, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32, 2: 0.0, 3: 0.56, 4: 0.12}, 'edge_length_total': 10703.909999999996, 'edge_length_avg': 178.39849999999993, 'street_length_total': 5351.955, 'street_length_avg': 178.39849999999998, 'street_segments_count': 30, 'node_density_km': 5.00315062052392, 'intersection_density_km': 3.4021424219562655, 'edge_density_km': 2142.1309583412867, 'street_density_km': 1071.0654791706438, 'circuity_avg': 1.1746739192846913, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1746739192846913\n", - "4357\n", - "3990603.3618837898\n", - "{'n': 29, 'm': 80, 'k_avg': 5.517241379310345, 'intersection_count': 26, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 20, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10344827586206896, 2: 0.0, 3: 0.6896551724137931, 4: 0.20689655172413793}, 'edge_length_total': 16250.828000000005, 'edge_length_avg': 203.13535000000007, 'street_length_total': 8125.413999999997, 'street_length_avg': 203.13534999999993, 'street_segments_count': 40, 'node_density_km': 7.267071510286696, 'intersection_density_km': 6.515305491981176, 'edge_density_km': 4072.273419909289, 'street_density_km': 2036.136709954643, 'circuity_avg': 1.0715693717415757, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0715693717415757\n", - "4358\n", - "2993223.166578759\n", - "{'n': 87, 'm': 222, 'k_avg': 5.103448275862069, 'intersection_count': 63, 'streets_per_node_avg': 2.632183908045977, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 47, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27586206896551724, 2: 0.0, 3: 0.5402298850574713, 4: 0.1839080459770115}, 'edge_length_total': 27286.84400000001, 'edge_length_avg': 122.91371171171176, 'street_length_total': 13643.421999999993, 'street_length_avg': 122.91371171171166, 'street_segments_count': 111, 'node_density_km': 29.06565770685272, 'intersection_density_km': 21.047545235996797, 'edge_density_km': 9116.207673612507, 'street_density_km': 4558.10383680625, 'circuity_avg': 1.0393808747161706, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0393808747161706\n", - "4359\n", - "5988768.14499441\n", - "{'n': 300, 'm': 851, 'k_avg': 5.673333333333333, 'intersection_count': 262, 'streets_per_node_avg': 2.9366666666666665, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 205, 4: 57}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12666666666666668, 2: 0.0, 3: 0.6833333333333333, 4: 0.19}, 'edge_length_total': 86770.16800000006, 'edge_length_avg': 101.96259459459466, 'street_length_total': 44960.67800000001, 'street_length_avg': 103.83528406466515, 'street_segments_count': 433, 'node_density_km': 50.09377433500225, 'intersection_density_km': 43.7485629192353, 'edge_density_km': 14488.817382674122, 'street_density_km': 7507.500192269003, 'circuity_avg': 1.1182462217569766, 'self_loop_proportion': 0.0023501762632197414, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1182462217569766\n", - "4360\n", - "21946760.79366336\n", - "{'n': 6, 'm': 14, 'k_avg': 4.666666666666667, 'intersection_count': 6, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 3109.962, 'edge_length_avg': 222.14014285714285, 'street_length_total': 1554.9809999999998, 'street_length_avg': 222.14014285714282, 'street_segments_count': 7, 'node_density_km': 0.27338886391527845, 'intersection_density_km': 0.27338886391527845, 'edge_density_km': 141.70482966661453, 'street_density_km': 70.85241483330725, 'circuity_avg': 2.196350809305451, 'self_loop_proportion': 0.14285714285714285, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 2.196350809305451\n", - "4361\n", - "60866777.55089538\n", - "{'n': 1924, 'm': 5431, 'k_avg': 5.645530145530145, 'intersection_count': 1687, 'streets_per_node_avg': 3.016112266112266, 'streets_per_node_counts': {0: 0, 1: 237, 2: 2, 3: 1179, 4: 505, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12318087318087319, 2: 0.0010395010395010396, 3: 0.6127858627858628, 4: 0.2624740124740125, 5: 0.0005197505197505198}, 'edge_length_total': 805422.8000000033, 'edge_length_avg': 148.30101270484317, 'street_length_total': 429143.52700000047, 'street_length_avg': 149.7883165794068, 'street_segments_count': 2865, 'node_density_km': 31.61001908456869, 'intersection_density_km': 27.71626933246745, 'edge_density_km': 13232.552016188594, 'street_density_km': 7050.537982582709, 'circuity_avg': 1.026998840007233, 'self_loop_proportion': 0.0003682563063892469, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.026998840007233\n", - "4362\n", - "6983261.295726784\n", - "{'n': 46, 'm': 120, 'k_avg': 5.217391304347826, 'intersection_count': 38, 'streets_per_node_avg': 2.6956521739130435, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 36, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17391304347826086, 2: 0.0, 3: 0.782608695652174, 4: 0.043478260869565216}, 'edge_length_total': 24930.476000000002, 'edge_length_avg': 207.75396666666668, 'street_length_total': 12465.238000000005, 'street_length_avg': 207.75396666666674, 'street_segments_count': 60, 'node_density_km': 6.587180122867299, 'intersection_density_km': 5.441583579759942, 'edge_density_km': 3570.033390452614, 'street_density_km': 1785.0166952263075, 'circuity_avg': 1.0729239892442486, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0729239892442486\n", - "4363\n", - "6988026.890971055\n", - "{'n': 113, 'm': 314, 'k_avg': 5.557522123893805, 'intersection_count': 94, 'streets_per_node_avg': 2.9469026548672566, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 62, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.168141592920354, 2: 0.0, 3: 0.5486725663716814, 4: 0.2831858407079646}, 'edge_length_total': 68421.08799999996, 'edge_length_avg': 217.90155414012727, 'street_length_total': 34210.54399999998, 'street_length_avg': 217.90155414012727, 'street_segments_count': 157, 'node_density_km': 16.17051590714436, 'intersection_density_km': 13.451579604173185, 'edge_density_km': 9791.188423788702, 'street_density_km': 4895.594211894351, 'circuity_avg': 1.0223538959977714, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0223538959977714\n", - "4364\n", - "7982084.58505412\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 96, 'm': 236, 'k_avg': 4.916666666666667, 'intersection_count': 82, 'streets_per_node_avg': 2.9166666666666665, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 62, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14583333333333334, 2: 0.0, 3: 0.6458333333333334, 4: 0.20833333333333334}, 'edge_length_total': 41968.543000000005, 'edge_length_avg': 177.8328093220339, 'street_length_total': 24281.521, 'street_length_avg': 178.5405955882353, 'street_segments_count': 136, 'node_density_km': 12.026933437883269, 'intersection_density_km': 10.273005644858626, 'edge_density_km': 5257.8424286035615, 'street_density_km': 3042.002467057967, 'circuity_avg': 1.0161638674827878, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0161638674827878\n", - "4365\n", - "7980600.351118832\n", - "{'n': 53, 'm': 136, 'k_avg': 5.132075471698113, 'intersection_count': 44, 'streets_per_node_avg': 2.69811320754717, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 42, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16981132075471697, 2: 0.0, 3: 0.7924528301886793, 4: 0.03773584905660377}, 'edge_length_total': 24122.513999999992, 'edge_length_avg': 177.37142647058818, 'street_length_total': 12061.257, 'street_length_avg': 177.37142647058823, 'street_segments_count': 68, 'node_density_km': 6.64110438666055, 'intersection_density_km': 5.5133696794917775, 'edge_density_km': 3022.644029107179, 'street_density_km': 1511.32201455359, 'circuity_avg': 1.171530528579651, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.171530528579651\n", - "4366\n", - "6983147.545998145\n", - "{'n': 657, 'm': 1877, 'k_avg': 5.713850837138509, 'intersection_count': 581, 'streets_per_node_avg': 2.9558599695586, 'streets_per_node_counts': {0: 0, 1: 76, 2: 1, 3: 458, 4: 120, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1156773211567732, 2: 0.0015220700152207, 3: 0.6971080669710806, 4: 0.182648401826484, 5: 0.0030441400304414}, 'edge_length_total': 127772.67500000005, 'edge_length_avg': 68.07281566329252, 'street_length_total': 65118.981999999975, 'street_length_avg': 67.83227291666664, 'street_segments_count': 960, 'node_density_km': 94.0836486229636, 'intersection_density_km': 83.20030418560403, 'edge_density_km': 18297.28989089213, 'street_density_km': 9325.161980476543, 'circuity_avg': 1.069289607929179, 'self_loop_proportion': 0.0010655301012253596, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069289607929179\n", - "4367\n", - "1995365.935612311\n", - "{'n': 71, 'm': 172, 'k_avg': 4.845070422535211, 'intersection_count': 52, 'streets_per_node_avg': 2.563380281690141, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 46, 4: 5, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2676056338028169, 2: 0.0, 3: 0.647887323943662, 4: 0.07042253521126761, 5: 0.014084507042253521}, 'edge_length_total': 20156.54799999998, 'edge_length_avg': 117.18923255813942, 'street_length_total': 10078.274, 'street_length_avg': 117.18923255813952, 'street_segments_count': 86, 'node_density_km': 35.582445672158116, 'intersection_density_km': 26.060382745805946, 'edge_density_km': 10101.67991758094, 'street_density_km': 5050.839958790474, 'circuity_avg': 1.072856102558734, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072856102558734\n", - "4368\n", - "2992848.2718254626\n", - "{'n': 27, 'm': 64, 'k_avg': 4.7407407407407405, 'intersection_count': 23, 'streets_per_node_avg': 2.7777777777777777, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 21, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14814814814814814, 2: 0.0, 3: 0.7777777777777778, 4: 0.07407407407407407}, 'edge_length_total': 14981.946000000004, 'edge_length_avg': 234.09290625000006, 'street_length_total': 7490.973000000001, 'street_length_avg': 234.09290625000003, 'street_segments_count': 32, 'node_density_km': 9.021506453961189, 'intersection_density_km': 7.684986979300271, 'edge_density_km': 5005.915649329557, 'street_density_km': 2502.9578246647784, 'circuity_avg': 1.0752743493772396, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0752743493772396\n", - "4369\n", - "2993365.5448539644\n", - "{'n': 39, 'm': 97, 'k_avg': 4.9743589743589745, 'intersection_count': 35, 'streets_per_node_avg': 3.076923076923077, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 24, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10256410256410256, 2: 0.0, 3: 0.6153846153846154, 4: 0.28205128205128205}, 'edge_length_total': 16115.082, 'edge_length_avg': 166.13486597938146, 'street_length_total': 9671.238000000001, 'street_length_avg': 169.67084210526318, 'street_segments_count': 57, 'node_density_km': 13.028813025207274, 'intersection_density_km': 11.6925245098014, 'edge_density_km': 5383.599750355982, 'street_density_km': 3230.8910672892193, 'circuity_avg': 1.057423132413771, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057423132413771\n", - "4370\n", - "8979701.501095993\n", - "{'n': 97, 'm': 229, 'k_avg': 4.721649484536083, 'intersection_count': 70, 'streets_per_node_avg': 2.5051546391752577, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 64, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27835051546391754, 2: 0.0, 3: 0.6597938144329897, 4: 0.061855670103092786}, 'edge_length_total': 37346.76400000002, 'edge_length_avg': 163.08630567685597, 'street_length_total': 18695.769000000004, 'street_length_avg': 162.57190434782612, 'street_segments_count': 115, 'node_density_km': 10.802140804809707, 'intersection_density_km': 7.795359343677108, 'edge_density_km': 4159.020652907199, 'street_density_km': 2082.0033937339836, 'circuity_avg': 1.038294161892383, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038294161892383\n", - "4371\n", - "6991727.926739838\n", - "{'n': 462, 'm': 1276, 'k_avg': 5.523809523809524, 'intersection_count': 425, 'streets_per_node_avg': 3.064935064935065, 'streets_per_node_counts': {0: 0, 1: 37, 2: 2, 3: 320, 4: 100, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08008658008658008, 2: 0.004329004329004329, 3: 0.6926406926406926, 4: 0.21645021645021645, 5: 0.006493506493506494}, 'edge_length_total': 116944.81900000012, 'edge_length_avg': 91.6495446708465, 'street_length_total': 64883.83399999995, 'street_length_avg': 92.95678223495695, 'street_segments_count': 698, 'node_density_km': 66.07808610988461, 'intersection_density_km': 60.7861181746774, 'edge_density_km': 16726.168441530037, 'street_density_km': 9280.085649765055, 'circuity_avg': 1.0401921079198602, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0401921079198602\n", - "4372\n", - "3990230.702641388\n", - "{'n': 50, 'm': 126, 'k_avg': 5.04, 'intersection_count': 38, 'streets_per_node_avg': 2.66, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 31, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24, 2: 0.0, 3: 0.62, 4: 0.14}, 'edge_length_total': 15637.837999999996, 'edge_length_avg': 124.10982539682537, 'street_length_total': 7818.918999999999, 'street_length_avg': 124.10982539682539, 'street_segments_count': 63, 'node_density_km': 12.530603798647986, 'intersection_density_km': 9.523258886972469, 'edge_density_km': 3919.0310449088356, 'street_density_km': 1959.515522454418, 'circuity_avg': 1.0928336346550958, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0928336346550958\n", - "4373\n", - "9982809.304272052\n", - "{'n': 159, 'm': 450, 'k_avg': 5.660377358490566, 'intersection_count': 135, 'streets_per_node_avg': 3.0314465408805034, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 82, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1509433962264151, 2: 0.0, 3: 0.5157232704402516, 4: 0.3333333333333333}, 'edge_length_total': 91602.40200000002, 'edge_length_avg': 203.56089333333338, 'street_length_total': 45801.20100000001, 'street_length_avg': 203.56089333333338, 'street_segments_count': 225, 'node_density_km': 15.927380274804747, 'intersection_density_km': 13.523247403136107, 'edge_density_km': 9176.01440716689, 'street_density_km': 4588.007203583445, 'circuity_avg': 1.0196960365668255, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0196960365668255\n", - "4374\n", - "8979768.391504865\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 2, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 3549.962, 'edge_length_avg': 591.6603333333334, 'street_length_total': 1774.9809999999998, 'street_length_avg': 591.6603333333333, 'street_segments_count': 3, 'node_density_km': 0.44544578719693056, 'intersection_density_km': 0.22272289359846528, 'edge_density_km': 395.3289044022975, 'street_density_km': 197.66445220114872, 'circuity_avg': 1.3272310383295032, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3272310383295032\n", - "4375\n", - "997991.7906217533\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 897.076, 'edge_length_avg': 448.538, 'street_length_total': 448.538, 'street_length_avg': 448.538, 'street_segments_count': 1, 'node_density_km': 2.004024500796736, 'intersection_density_km': 1.002012250398368, 'edge_density_km': 898.8811415383664, 'street_density_km': 449.4405707691832, 'circuity_avg': 1.4950724541650058, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4950724541650058\n", - "4376\n", - "5986335.564525059\n", - "{'n': 92, 'm': 214, 'k_avg': 4.6521739130434785, 'intersection_count': 63, 'streets_per_node_avg': 2.4239130434782608, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 58, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31521739130434784, 2: 0.0, 3: 0.6304347826086957, 4: 0.05434782608695652}, 'edge_length_total': 24715.820000000018, 'edge_length_avg': 115.4944859813085, 'street_length_total': 12357.91, 'street_length_avg': 115.49448598130842, 'street_segments_count': 107, 'node_density_km': 15.368333266379304, 'intersection_density_km': 10.523967345455393, 'edge_density_km': 4128.7060729548175, 'street_density_km': 2064.3530364774074, 'circuity_avg': 1.037371857191437, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.037371857191437\n", - "4377\n", - "3991223.201780204\n", - "{'n': 64, 'm': 115, 'k_avg': 3.59375, 'intersection_count': 46, 'streets_per_node_avg': 2.46875, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 44, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28125, 2: 0.0, 3: 0.6875, 4: 0.03125}, 'edge_length_total': 19530.428000000007, 'edge_length_avg': 169.82980869565225, 'street_length_total': 12104.911000000002, 'street_length_avg': 165.820698630137, 'street_segments_count': 73, 'node_density_km': 16.03518439446185, 'intersection_density_km': 11.525288783519457, 'edge_density_km': 4893.343973168139, 'street_density_km': 3032.882499430463, 'circuity_avg': 1.1744002807337612, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1744002807337612\n", - "4378\n", - "3990511.7682601074\n", - "{'n': 20, 'm': 52, 'k_avg': 5.2, 'intersection_count': 17, 'streets_per_node_avg': 2.7, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15, 2: 0.0, 3: 0.85}, 'edge_length_total': 13802.877999999999, 'edge_length_avg': 265.4399615384615, 'street_length_total': 6901.439000000001, 'street_length_avg': 265.4399615384616, 'street_segments_count': 26, 'node_density_km': 5.011888489861577, 'intersection_density_km': 4.260105216382341, 'edge_density_km': 3458.924268758179, 'street_density_km': 1729.46213437909, 'circuity_avg': 1.0782123272972892, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0782123272972892\n", - "4379\n", - "4995867.29096362\n", - "{'n': 74, 'm': 188, 'k_avg': 5.081081081081081, 'intersection_count': 58, 'streets_per_node_avg': 2.608108108108108, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 55, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21621621621621623, 2: 0.0, 3: 0.7432432432432432, 4: 0.04054054054054054}, 'edge_length_total': 37005.88600000005, 'edge_length_avg': 196.83981914893644, 'street_length_total': 18502.943, 'street_length_avg': 196.83981914893616, 'street_segments_count': 94, 'node_density_km': 14.812242938047826, 'intersection_density_km': 11.609595816307754, 'edge_density_km': 7407.299642833833, 'street_density_km': 3703.6498214169114, 'circuity_avg': 1.2286349738992597, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2286349738992597\n", - "4380\n", - "13970575.595051466\n", - "error with entry 4380\n", - "4381\n", - "9988261.226462768\n", - "error with entry 4381\n", - "4382\n", - "2993072.7086523734\n", - "{'n': 64, 'm': 172, 'k_avg': 5.375, 'intersection_count': 54, 'streets_per_node_avg': 2.765625, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 49, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15625, 2: 0.0, 3: 0.765625, 4: 0.078125}, 'edge_length_total': 20815.431999999993, 'edge_length_avg': 121.01995348837205, 'street_length_total': 10407.71600000001, 'street_length_avg': 121.01995348837221, 'street_segments_count': 86, 'node_density_km': 21.38270808289716, 'intersection_density_km': 18.041659944944477, 'edge_density_km': 6954.536032428064, 'street_density_km': 3477.268016214036, 'circuity_avg': 1.0247955386934477, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0247955386934477\n", - "4383\n", - "5986327.564108636\n", - "{'n': 2, 'm': 4, 'k_avg': 4.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 3832.9719999999998, 'edge_length_avg': 958.2429999999999, 'street_length_total': 1916.4859999999999, 'street_length_avg': 958.2429999999999, 'street_segments_count': 2, 'node_density_km': 0.3340946479426072, 'intersection_density_km': 0.3340946479426072, 'edge_density_km': 640.2877154569354, 'street_density_km': 320.1438577284677, 'circuity_avg': 1.0818709324226286, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0818709324226286\n", - "4384\n", - "17956579.042655334\n", - "{'n': 340, 'm': 812, 'k_avg': 4.776470588235294, 'intersection_count': 323, 'streets_per_node_avg': 3.126470588235294, 'streets_per_node_counts': {0: 0, 1: 17, 2: 2, 3: 244, 4: 75, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05, 2: 0.0058823529411764705, 3: 0.7176470588235294, 4: 0.22058823529411764, 5: 0.0058823529411764705}, 'edge_length_total': 149907.413, 'edge_length_avg': 184.61504064039408, 'street_length_total': 98076.01299999979, 'street_length_avg': 192.30590784313685, 'street_segments_count': 510, 'node_density_km': 18.934564272645687, 'intersection_density_km': 17.987836059013404, 'edge_density_km': 8348.328077631004, 'street_density_km': 5461.842858098029, 'circuity_avg': 1.1217970478440884, 'self_loop_proportion': 0.008620689655172414, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1217970478440884\n", - "4385\n", - "22950303.67737237\n", - "{'n': 691, 'm': 1930, 'k_avg': 5.586107091172214, 'intersection_count': 591, 'streets_per_node_avg': 2.9985528219971056, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 392, 4: 199}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1447178002894356, 2: 0.0, 3: 0.5672937771345875, 4: 0.28798842257597684}, 'edge_length_total': 314727.681, 'edge_length_avg': 163.07133730569947, 'street_length_total': 166199.0059999999, 'street_length_avg': 163.58169881889754, 'street_segments_count': 1016, 'node_density_km': 30.108534061851422, 'intersection_density_km': 25.751293242480738, 'edge_density_km': 13713.44298639075, 'street_density_km': 7241.690930820328, 'circuity_avg': 1.0242061399464577, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0242061399464577\n", - "4386\n", - "5990091.432694189\n", - "{'n': 125, 'm': 360, 'k_avg': 5.76, 'intersection_count': 113, 'streets_per_node_avg': 3.128, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 73, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.096, 2: 0.0, 3: 0.584, 4: 0.32}, 'edge_length_total': 66558.19000000002, 'edge_length_avg': 184.88386111111114, 'street_length_total': 33279.095000000016, 'street_length_avg': 184.8838611111112, 'street_segments_count': 180, 'node_density_km': 20.867794991866795, 'intersection_density_km': 18.864486672647583, 'edge_density_km': 11111.381311597752, 'street_density_km': 5555.690655798877, 'circuity_avg': 1.0237505635874653, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0237505635874653\n", - "4387\n", - "50890135.628231004\n", - "error with entry 4387\n", - "4388\n", - "8977741.54713092\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 740, 'm': 2170, 'k_avg': 5.864864864864865, 'intersection_count': 698, 'streets_per_node_avg': 3.1405405405405404, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 516, 4: 177, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05675675675675676, 2: 0.0, 3: 0.6972972972972973, 4: 0.2391891891891892, 5: 0.005405405405405406, 6: 0.0013513513513513514}, 'edge_length_total': 159023.89899999954, 'edge_length_avg': 73.28290276497674, 'street_length_total': 85241.08199999998, 'street_length_avg': 74.44635982532749, 'street_segments_count': 1145, 'node_density_km': 82.42607521225503, 'intersection_density_km': 77.74783851101893, 'edge_density_km': 17713.129539891903, 'street_density_km': 9494.71329203513, 'circuity_avg': 1.0325246413497897, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0325246413497897\n", - "4389\n", - "1996353.5429275562\n", - "{'n': 33, 'm': 76, 'k_avg': 4.606060606060606, 'intersection_count': 27, 'streets_per_node_avg': 2.6363636363636362, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.8181818181818182}, 'edge_length_total': 10078.424000000003, 'edge_length_avg': 132.6108421052632, 'street_length_total': 5039.2119999999995, 'street_length_avg': 132.61084210526315, 'street_segments_count': 38, 'node_density_km': 16.530138219709865, 'intersection_density_km': 13.524658543398981, 'edge_density_km': 5048.416416873977, 'street_density_km': 2524.2082084369877, 'circuity_avg': 1.233368230509037, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.233368230509037\n", - "4390\n", - "31938556.168263678\n", - "{'n': 3709, 'm': 10197, 'k_avg': 5.4985171205176595, 'intersection_count': 3425, 'streets_per_node_avg': 3.0425990833108654, 'streets_per_node_counts': {0: 0, 1: 284, 2: 2, 3: 2703, 4: 712, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.076570504179024, 2: 0.0005392289026691831, 3: 0.728767861957401, 4: 0.19196548935022917, 5: 0.0021569156106767324}, 'edge_length_total': 814465.3390000026, 'edge_length_avg': 79.87303510836546, 'street_length_total': 451275.885, 'street_length_avg': 80.75803239083751, 'street_segments_count': 5588, 'node_density_km': 116.12923203101819, 'intersection_density_km': 107.23715818448026, 'edge_density_km': 25501.006830399892, 'street_density_km': 14129.501741485059, 'circuity_avg': 1.044149013111194, 'self_loop_proportion': 0.0009806805923310777, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044149013111194\n", - "4391\n", - "1997743.685530429\n", - "{'n': 31, 'm': 68, 'k_avg': 4.387096774193548, 'intersection_count': 21, 'streets_per_node_avg': 2.3870967741935485, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 20, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3225806451612903, 2: 0.0, 3: 0.6451612903225806, 4: 0.03225806451612903}, 'edge_length_total': 13983.670000000004, 'edge_length_avg': 205.64220588235298, 'street_length_total': 6991.834999999999, 'street_length_avg': 205.64220588235293, 'street_segments_count': 34, 'node_density_km': 15.517506186870547, 'intersection_density_km': 10.511859029815533, 'edge_density_km': 6999.7317980695525, 'street_density_km': 3499.865899034775, 'circuity_avg': 1.090602051498325, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.090602051498325\n", - "4392\n", - "3992584.5278239544\n", - "{'n': 180, 'm': 515, 'k_avg': 5.722222222222222, 'intersection_count': 163, 'streets_per_node_avg': 3.15, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 104, 4: 58, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09444444444444444, 2: 0.0, 3: 0.5777777777777777, 4: 0.32222222222222224, 5: 0.0, 6: 0.005555555555555556}, 'edge_length_total': 49876.59099999999, 'edge_length_avg': 96.84774951456309, 'street_length_total': 26287.015999999978, 'street_length_avg': 96.6434411764705, 'street_segments_count': 272, 'node_density_km': 45.08357900642969, 'intersection_density_km': 40.82568543360021, 'edge_density_km': 12492.306838443776, 'street_density_km': 6583.959792662668, 'circuity_avg': 1.0187722458692074, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0187722458692074\n", - "4393\n", - "2993428.6258595306\n", - "{'n': 15, 'm': 28, 'k_avg': 3.7333333333333334, 'intersection_count': 7, 'streets_per_node_avg': 1.9333333333333333, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5333333333333333, 2: 0.0, 3: 0.4666666666666667}, 'edge_length_total': 6489.342000000001, 'edge_length_avg': 231.7622142857143, 'street_length_total': 3244.6710000000003, 'street_length_avg': 231.7622142857143, 'street_segments_count': 14, 'node_density_km': 5.010976333432007, 'intersection_density_km': 2.3384556222682695, 'edge_density_km': 2167.8626121030884, 'street_density_km': 1083.9313060515442, 'circuity_avg': 1.2236568959120822, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2236568959120822\n", - "4394\n", - "2992969.663353695\n", - "{'n': 31, 'm': 84, 'k_avg': 5.419354838709677, 'intersection_count': 28, 'streets_per_node_avg': 2.935483870967742, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 24, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0967741935483871, 2: 0.0, 3: 0.7741935483870968, 4: 0.12903225806451613}, 'edge_length_total': 21854.416000000005, 'edge_length_avg': 260.1716190476191, 'street_length_total': 10927.208, 'street_length_avg': 260.17161904761906, 'street_segments_count': 42, 'node_density_km': 10.357605818584792, 'intersection_density_km': 9.355256868399168, 'edge_density_km': 7301.916978173311, 'street_density_km': 3650.958489086655, 'circuity_avg': 1.043857746690021, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043857746690021\n", - "4395\n", - "4994518.174565759\n", - "{'n': 348, 'm': 989, 'k_avg': 5.683908045977011, 'intersection_count': 318, 'streets_per_node_avg': 2.9482758620689653, 'streets_per_node_counts': {0: 0, 1: 30, 2: 2, 3: 273, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08620689655172414, 2: 0.005747126436781609, 3: 0.7844827586206896, 4: 0.1206896551724138, 5: 0.0028735632183908046}, 'edge_length_total': 90920.01000000004, 'edge_length_avg': 91.93125379170884, 'street_length_total': 48274.24100000007, 'street_length_avg': 95.5925564356437, 'street_segments_count': 505, 'node_density_km': 69.67639076220928, 'intersection_density_km': 63.669805351674, 'edge_density_km': 18203.960186390745, 'street_density_km': 9665.445056508821, 'circuity_avg': 1.0454332528079564, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454332528079564\n", - "4396\n", - "2997492.626890917\n", - "{'n': 56, 'm': 143, 'k_avg': 5.107142857142857, 'intersection_count': 53, 'streets_per_node_avg': 3.107142857142857, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 41, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05357142857142857, 2: 0.0, 3: 0.7321428571428571, 4: 0.21428571428571427}, 'edge_length_total': 22691.725000000006, 'edge_length_avg': 158.68339160839164, 'street_length_total': 12612.875999999998, 'street_length_avg': 155.7145185185185, 'street_segments_count': 81, 'node_density_km': 18.682281149790438, 'intersection_density_km': 17.681444659623093, 'edge_density_km': 7570.235468280867, 'street_density_km': 4207.808848918647, 'circuity_avg': 1.0999750369422638, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0999750369422638\n", - "4397\n", - "8983895.454533957\n", - "{'n': 316, 'm': 901, 'k_avg': 5.7025316455696204, 'intersection_count': 296, 'streets_per_node_avg': 3.0822784810126582, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 234, 4: 58, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06329113924050633, 2: 0.0, 3: 0.740506329113924, 4: 0.18354430379746836, 5: 0.012658227848101266}, 'edge_length_total': 98727.70500000007, 'edge_length_avg': 109.57569922308555, 'street_length_total': 52995.86899999997, 'street_length_avg': 111.10245073375256, 'street_segments_count': 477, 'node_density_km': 35.174051345457535, 'intersection_density_km': 32.94784556409947, 'edge_density_km': 10989.40938256072, 'street_density_km': 5898.985497794748, 'circuity_avg': 1.0542180902519447, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0542180902519447\n", - "4398\n", - "1995119.9460490658\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 40, 'm': 110, 'k_avg': 5.5, 'intersection_count': 33, 'streets_per_node_avg': 2.85, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 26, 4: 6, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.175, 2: 0.0, 3: 0.65, 4: 0.15, 5: 0.025}, 'edge_length_total': 16854.504000000004, 'edge_length_avg': 153.22276363636368, 'street_length_total': 8427.251999999999, 'street_length_avg': 153.22276363636362, 'street_segments_count': 55, 'node_density_km': 20.04891990539815, 'intersection_density_km': 16.540358921953473, 'edge_density_km': 8447.865018530321, 'street_density_km': 4223.932509265159, 'circuity_avg': 1.0697739338753742, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0697739338753742\n", - "4399\n", - "3994778.003247545\n", - "{'n': 51, 'm': 109, 'k_avg': 4.2745098039215685, 'intersection_count': 38, 'streets_per_node_avg': 2.549019607843137, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 35, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2549019607843137, 2: 0.0, 3: 0.6862745098039216, 4: 0.058823529411764705}, 'edge_length_total': 19053.679000000004, 'edge_length_avg': 174.80439449541288, 'street_length_total': 10198.510000000006, 'street_length_avg': 164.49209677419364, 'street_segments_count': 62, 'node_density_km': 12.76666687323793, 'intersection_density_km': 9.512418454569438, 'edge_density_km': 4769.646519659005, 'street_density_km': 2552.9603877134477, 'circuity_avg': 1.1645559964195478, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1645559964195478\n", - "4400\n", - "9976320.05535517\n", - "{'n': 53, 'm': 136, 'k_avg': 5.132075471698113, 'intersection_count': 43, 'streets_per_node_avg': 2.69811320754717, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 39, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18867924528301888, 2: 0.0, 3: 0.7358490566037735, 4: 0.07547169811320754}, 'edge_length_total': 40010.362, 'edge_length_avg': 294.19383823529415, 'street_length_total': 20005.181000000004, 'street_length_avg': 294.19383823529415, 'street_segments_count': 68, 'node_density_km': 5.312580160411978, 'intersection_density_km': 4.3102065452399065, 'edge_density_km': 4010.5331202283264, 'street_density_km': 2005.2665601141634, 'circuity_avg': 1.0404725820762446, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0404725820762446\n", - "4401\n", - "5991291.949746072\n", - "{'n': 295, 'm': 777, 'k_avg': 5.2677966101694915, 'intersection_count': 253, 'streets_per_node_avg': 2.9084745762711863, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 198, 4: 53, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1423728813559322, 2: 0.0, 3: 0.6711864406779661, 4: 0.17966101694915254, 5: 0.006779661016949152}, 'edge_length_total': 81598.56199999995, 'edge_length_avg': 105.01745431145424, 'street_length_total': 45242.83299999997, 'street_length_avg': 106.70479481132068, 'street_segments_count': 424, 'node_density_km': 49.23812801552809, 'intersection_density_km': 42.22795385738511, 'edge_density_km': 13619.52692081018, 'street_density_km': 7551.431874709007, 'circuity_avg': 1.0282364582716648, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0282364582716648\n", - "4402\n", - "12986545.670395486\n", - "{'n': 600, 'm': 1592, 'k_avg': 5.306666666666667, 'intersection_count': 512, 'streets_per_node_avg': 2.861666666666667, 'streets_per_node_counts': {0: 0, 1: 88, 2: 2, 3: 419, 4: 87, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14666666666666667, 2: 0.0033333333333333335, 3: 0.6983333333333334, 4: 0.145, 5: 0.006666666666666667}, 'edge_length_total': 162909.34400000016, 'edge_length_avg': 102.32998994974885, 'street_length_total': 90254.49600000001, 'street_length_avg': 106.55784651711926, 'street_segments_count': 847, 'node_density_km': 46.20166249195718, 'intersection_density_km': 39.425418659803455, 'edge_density_km': 12544.470880456927, 'street_density_km': 6949.846270956166, 'circuity_avg': 1.0548770342167622, 'self_loop_proportion': 0.001256281407035176, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548770342167622\n", - "4403\n", - "4992143.047472293\n", - "{'n': 77, 'm': 202, 'k_avg': 5.246753246753247, 'intersection_count': 62, 'streets_per_node_avg': 2.844155844155844, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 44, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19480519480519481, 2: 0.0, 3: 0.5714285714285714, 4: 0.23376623376623376}, 'edge_length_total': 49276.50799999997, 'edge_length_avg': 243.94310891089094, 'street_length_total': 24638.253999999994, 'street_length_avg': 243.94310891089103, 'street_segments_count': 101, 'node_density_km': 15.424237500363288, 'intersection_density_km': 12.419515909383428, 'edge_density_km': 9870.812501046119, 'street_density_km': 4935.406250523061, 'circuity_avg': 1.036324093486336, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.036324093486336\n", - "4404\n", - "142652444.27314913\n", - "error with entry 4404\n", - "4405\n", - "23980576.646319445\n", - "{'n': 2198, 'm': 6356, 'k_avg': 5.7834394904458595, 'intersection_count': 2040, 'streets_per_node_avg': 3.0040946314831665, 'streets_per_node_counts': {0: 0, 1: 158, 2: 1, 3: 1725, 4: 303, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0718835304822566, 2: 0.00045495905368516835, 3: 0.7848043676069154, 4: 0.137852593266606, 5: 0.004549590536851683, 6: 0.00045495905368516835}, 'edge_length_total': 454377.2009999976, 'edge_length_avg': 71.48791708621737, 'street_length_total': 239330.3150000005, 'street_length_avg': 72.87768422655313, 'street_segments_count': 3284, 'node_density_km': 91.65751234498985, 'intersection_density_km': 85.06884676241097, 'edge_density_km': 18947.71788441275, 'street_density_km': 9980.173476634604, 'circuity_avg': 1.0523326020791024, 'self_loop_proportion': 0.0006293266205160479, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0523326020791024\n", - "4406\n", - "8981668.276319455\n", - "{'n': 223, 'm': 610, 'k_avg': 5.4708520179372195, 'intersection_count': 208, 'streets_per_node_avg': 3.1569506726457397, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 145, 4: 61, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06726457399103139, 2: 0.0, 3: 0.6502242152466368, 4: 0.273542600896861, 5: 0.008968609865470852}, 'edge_length_total': 79071.88200000014, 'edge_length_avg': 129.626036065574, 'street_length_total': 46507.16499999997, 'street_length_avg': 135.58940233236143, 'street_segments_count': 343, 'node_density_km': 24.82834960493351, 'intersection_density_km': 23.158281245857268, 'edge_density_km': 8803.696548054048, 'street_density_km': 5178.009649122542, 'circuity_avg': 1.0910952742074997, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0910952742074997\n", - "4407\n", - "10977070.25351645\n", - "{'n': 32, 'm': 72, 'k_avg': 4.5, 'intersection_count': 18, 'streets_per_node_avg': 2.3125, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 12, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4375, 2: 0.0, 3: 0.375, 4: 0.1875}, 'edge_length_total': 10494.449999999999, 'edge_length_avg': 145.75625, 'street_length_total': 5247.2249999999985, 'street_length_avg': 145.75624999999997, 'street_segments_count': 36, 'node_density_km': 2.915167641361224, 'intersection_density_km': 1.6397817982656884, 'edge_density_km': 956.0337829338529, 'street_density_km': 478.0168914669263, 'circuity_avg': 1.0430774031744159, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0430774031744159\n", - "4408\n", - "27944200.77794714\n", - "{'n': 1815, 'm': 4809, 'k_avg': 5.299173553719008, 'intersection_count': 1680, 'streets_per_node_avg': 3.1388429752066114, 'streets_per_node_counts': {0: 0, 1: 135, 2: 1, 3: 1164, 4: 507, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0743801652892562, 2: 0.0005509641873278236, 3: 0.6413223140495867, 4: 0.2793388429752066, 5: 0.004407713498622589}, 'edge_length_total': 483072.11499999993, 'edge_length_avg': 100.45167706383862, 'street_length_total': 287845.8269999998, 'street_length_avg': 102.83880921757763, 'street_segments_count': 2799, 'node_density_km': 64.9508645612206, 'intersection_density_km': 60.11980851947692, 'edge_density_km': 17287.02562791591, 'street_density_km': 10300.735715696708, 'circuity_avg': 1.0297569613145856, 'self_loop_proportion': 0.0006238303181534623, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0297569613145856\n", - "4409\n", - "8985993.232826672\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 180, 'm': 530, 'k_avg': 5.888888888888889, 'intersection_count': 153, 'streets_per_node_avg': 3.0444444444444443, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 91, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15, 2: 0.0, 3: 0.5055555555555555, 4: 0.34444444444444444}, 'edge_length_total': 110374.91799999999, 'edge_length_avg': 208.25456226415093, 'street_length_total': 55187.45899999996, 'street_length_avg': 208.2545622641508, 'street_segments_count': 265, 'node_density_km': 20.031174666640432, 'intersection_density_km': 17.026498466644366, 'edge_density_km': 12282.995895967306, 'street_density_km': 6141.497947983648, 'circuity_avg': 1.023087752819648, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023087752819648\n", - "4410\n", - "27940053.849003162\n", - "{'n': 2412, 'm': 7034, 'k_avg': 5.832504145936982, 'intersection_count': 2293, 'streets_per_node_avg': 3.1703980099502487, 'streets_per_node_counts': {0: 0, 1: 119, 2: 0, 3: 1666, 4: 605, 5: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04933665008291874, 2: 0.0, 3: 0.6907131011608624, 4: 0.25082918739635157, 5: 0.00912106135986733}, 'edge_length_total': 622194.4000000014, 'edge_length_avg': 88.4552743815754, 'street_length_total': 336317.29900000046, 'street_length_avg': 88.73807361477584, 'street_segments_count': 3790, 'node_density_km': 86.32767900288262, 'intersection_density_km': 82.06856051144686, 'edge_density_km': 22268.904826115784, 'street_density_km': 12037.102749248977, 'circuity_avg': 1.0377967348105728, 'self_loop_proportion': 0.0005686664771111743, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0377967348105728\n", - "4411\n", - "5986474.155432917\n", - "{'n': 187, 'm': 418, 'k_avg': 4.470588235294118, 'intersection_count': 119, 'streets_per_node_avg': 2.320855614973262, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 110, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.36363636363636365, 2: 0.0, 3: 0.5882352941176471, 4: 0.0481283422459893}, 'edge_length_total': 56760.01499999997, 'edge_length_avg': 135.7895095693779, 'street_length_total': 28846.980999999996, 'street_length_avg': 136.71554976303315, 'street_segments_count': 211, 'node_density_km': 31.23708465863692, 'intersection_density_km': 19.87814478276895, 'edge_density_km': 9481.37643732888, 'street_density_km': 4818.692982048613, 'circuity_avg': 1.0971938863002735, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0971938863002735\n", - "4412\n", - "29928710.126795072\n", - "{'n': 119, 'm': 264, 'k_avg': 4.436974789915967, 'intersection_count': 75, 'streets_per_node_avg': 2.310924369747899, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 69, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3697478991596639, 2: 0.0, 3: 0.5798319327731093, 4: 0.05042016806722689}, 'edge_length_total': 72744.69800000006, 'edge_length_avg': 275.5480984848487, 'street_length_total': 36372.34900000001, 'street_length_avg': 275.54809848484854, 'street_segments_count': 132, 'node_density_km': 3.976115225007967, 'intersection_density_km': 2.505954973744517, 'edge_density_km': 2430.599170221906, 'street_density_km': 1215.2995851109524, 'circuity_avg': 1.0853115158955908, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0853115158955908\n", - "4413\n", - "54872748.83200584\n", - "{'n': 972, 'm': 2492, 'k_avg': 5.127572016460905, 'intersection_count': 758, 'streets_per_node_avg': 2.6635802469135803, 'streets_per_node_counts': {0: 0, 1: 214, 2: 0, 3: 658, 4: 99, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22016460905349794, 2: 0.0, 3: 0.676954732510288, 4: 0.10185185185185185, 5: 0.00102880658436214}, 'edge_length_total': 488831.2019999999, 'edge_length_avg': 196.16019341894057, 'street_length_total': 247567.47099999996, 'street_length_avg': 195.0886296296296, 'street_segments_count': 1269, 'node_density_km': 17.71371073418975, 'intersection_density_km': 13.813778535510114, 'edge_density_km': 8908.451142051723, 'street_density_km': 4511.66519391863, 'circuity_avg': 1.0708884258785958, 'self_loop_proportion': 0.0008025682182985554, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0708884258785958\n", - "4414\n", - "6982733.3059290815\n", - "{'n': 525, 'm': 1548, 'k_avg': 5.897142857142857, 'intersection_count': 486, 'streets_per_node_avg': 3.0476190476190474, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 387, 4: 95, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07428571428571429, 2: 0.0, 3: 0.7371428571428571, 4: 0.18095238095238095, 5: 0.007619047619047619}, 'edge_length_total': 106755.01299999967, 'edge_length_avg': 68.96318669250624, 'street_length_total': 56008.077999999994, 'street_length_avg': 70.5391410579345, 'street_segments_count': 794, 'node_density_km': 75.18545775680983, 'intersection_density_km': 69.60025232344681, 'edge_density_km': 15288.427657598399, 'street_density_km': 8020.939014303065, 'circuity_avg': 1.0387744220784456, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0387744220784456\n", - "4415\n", - "8986369.990643632\n", - "{'n': 85, 'm': 185, 'k_avg': 4.352941176470588, 'intersection_count': 61, 'streets_per_node_avg': 2.635294117647059, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 46, 4: 13, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2823529411764706, 2: 0.0, 3: 0.5411764705882353, 4: 0.15294117647058825, 5: 0.023529411764705882}, 'edge_length_total': 35543.75900000002, 'edge_length_avg': 192.12842702702713, 'street_length_total': 20106.927999999996, 'street_length_avg': 187.915214953271, 'street_segments_count': 107, 'node_density_km': 9.458769234796668, 'intersection_density_km': 6.788057921442315, 'edge_density_km': 3955.296636685028, 'street_density_km': 2237.4916702667256, 'circuity_avg': 1.0741863792264923, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0741863792264923\n", - "4416\n", - "167648950.69022113\n", - "{'n': 13653, 'm': 35108, 'k_avg': 5.142898996557533, 'intersection_count': 11967, 'streets_per_node_avg': 2.910569105691057, 'streets_per_node_counts': {0: 0, 1: 1686, 2: 19, 3: 9793, 4: 2141, 5: 13, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12348934300153812, 2: 0.0013916355379770015, 3: 0.7172782538636198, 4: 0.15681535193730314, 5: 0.000952171683879001, 6: 7.324397568300007e-05}, 'edge_length_total': 3629728.9420000184, 'edge_length_avg': 103.38751686225415, 'street_length_total': 2124349.2549999957, 'street_length_avg': 107.75840798417346, 'street_segments_count': 19714, 'node_density_km': 81.43802835502251, 'intersection_density_km': 71.38129973812015, 'edge_density_km': 21650.7704167321, 'street_density_km': 12671.413965037764, 'circuity_avg': 1.0742150547867786, 'self_loop_proportion': 0.003930728039193346, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0742150547867786\n", - "4417\n", - "6983603.7437589895\n", - "{'n': 104, 'm': 250, 'k_avg': 4.8076923076923075, 'intersection_count': 79, 'streets_per_node_avg': 2.605769230769231, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 70, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2403846153846154, 2: 0.0, 3: 0.6730769230769231, 4: 0.08653846153846154}, 'edge_length_total': 56662.490999999995, 'edge_length_avg': 226.64996399999998, 'street_length_total': 28460.73200000001, 'street_length_avg': 222.34946875000009, 'street_segments_count': 128, 'node_density_km': 14.892024779175262, 'intersection_density_km': 11.312211130335056, 'edge_density_km': 8113.646346363416, 'street_density_km': 4075.364674783332, 'circuity_avg': 1.0949039300596564, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0949039300596564\n", - "4418\n", - "4989345.485021962\n", - "{'n': 12, 'm': 24, 'k_avg': 4.0, 'intersection_count': 8, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 6, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5, 4: 0.16666666666666666}, 'edge_length_total': 9059.402, 'edge_length_avg': 377.4750833333333, 'street_length_total': 4529.700999999999, 'street_length_avg': 377.47508333333326, 'street_segments_count': 12, 'node_density_km': 2.405125088255374, 'intersection_density_km': 1.6034167255035827, 'edge_density_km': 1815.7495862325761, 'street_density_km': 907.874793116288, 'circuity_avg': 1.098752661643551, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.098752661643551\n", - "4419\n", - "8978326.253678791\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 449, 'm': 1362, 'k_avg': 6.066815144766147, 'intersection_count': 419, 'streets_per_node_avg': 3.115812917594655, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 308, 4: 110, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.066815144766147, 2: 0.0, 3: 0.6859688195991092, 4: 0.24498886414253898, 5: 0.0022271714922048997}, 'edge_length_total': 114992.46800000004, 'edge_length_avg': 84.42912481644643, 'street_length_total': 59990.36400000011, 'street_length_avg': 86.94255652173929, 'street_segments_count': 690, 'node_density_km': 50.009321037540396, 'intersection_density_km': 46.667941012760416, 'edge_density_km': 12807.78451917838, 'street_density_km': 6681.686798296017, 'circuity_avg': 1.023820081374313, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023820081374313\n", - "4420\n", - "3993775.828864193\n", - "{'n': 170, 'm': 512, 'k_avg': 6.023529411764706, 'intersection_count': 163, 'streets_per_node_avg': 3.0764705882352943, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 137, 4: 25, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.041176470588235294, 2: 0.0, 3: 0.8058823529411765, 4: 0.14705882352941177, 5: 0.0058823529411764705}, 'edge_length_total': 53138.43799999994, 'edge_length_avg': 103.78601171874988, 'street_length_total': 26569.219, 'street_length_avg': 103.78601171875, 'street_segments_count': 256, 'node_density_km': 42.56623488262911, 'intersection_density_km': 40.81350756393262, 'edge_density_km': 13305.313136494244, 'street_density_km': 6652.65656824713, 'circuity_avg': 1.0745881290485217, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0745881290485217\n", - "4421\n", - "4991777.861612111\n", - "{'n': 205, 'm': 531, 'k_avg': 5.180487804878049, 'intersection_count': 174, 'streets_per_node_avg': 2.8048780487804876, 'streets_per_node_counts': {0: 0, 1: 31, 2: 2, 3: 149, 4: 22, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15121951219512195, 2: 0.00975609756097561, 3: 0.7268292682926829, 4: 0.1073170731707317, 5: 0.004878048780487805}, 'edge_length_total': 52373.615, 'edge_length_avg': 98.63204331450093, 'street_length_total': 29071.133999999987, 'street_length_avg': 104.19761290322576, 'street_segments_count': 279, 'node_density_km': 41.06753258723628, 'intersection_density_km': 34.85732034233713, 'edge_density_km': 10491.976296213983, 'street_density_km': 5823.803623867863, 'circuity_avg': 1.0761682184705754, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0761682184705754\n", - "4422\n", - "6985338.628801831\n", - "{'n': 148, 'm': 424, 'k_avg': 5.72972972972973, 'intersection_count': 121, 'streets_per_node_avg': 2.9594594594594597, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 73, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18243243243243243, 2: 0.0, 3: 0.49324324324324326, 4: 0.32432432432432434}, 'edge_length_total': 82812.00599999998, 'edge_length_avg': 195.31133490566032, 'street_length_total': 41406.003, 'street_length_avg': 195.31133490566037, 'street_segments_count': 212, 'node_density_km': 21.187233413390853, 'intersection_density_km': 17.321994885272254, 'edge_density_km': 11855.116895629213, 'street_density_km': 5927.5584478146075, 'circuity_avg': 1.0141416472477558, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0141416472477558\n", - "4423\n", - "4987768.577355584\n", - "{'n': 44, 'm': 106, 'k_avg': 4.818181818181818, 'intersection_count': 32, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 30, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0, 3: 0.6818181818181818, 4: 0.045454545454545456}, 'edge_length_total': 19792.246, 'edge_length_avg': 186.71930188679244, 'street_length_total': 9896.122999999996, 'street_length_avg': 186.71930188679238, 'street_segments_count': 53, 'node_density_km': 8.821580094906475, 'intersection_density_km': 6.415694614477435, 'edge_density_km': 3968.1564397066427, 'street_density_km': 1984.0782198533207, 'circuity_avg': 1.0355429788386066, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0355429788386066\n", - "4424\n", - "38916808.14831244\n", - "{'n': 1084, 'm': 2540, 'k_avg': 4.686346863468635, 'intersection_count': 749, 'streets_per_node_avg': 2.4215867158671585, 'streets_per_node_counts': {0: 0, 1: 335, 2: 0, 3: 706, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30904059040590404, 2: 0.0, 3: 0.6512915129151291, 4: 0.03966789667896679}, 'edge_length_total': 446350.37400000053, 'edge_length_avg': 175.72849370078762, 'street_length_total': 223175.1869999996, 'street_length_avg': 175.72849370078708, 'street_segments_count': 1270, 'node_density_km': 27.854288457287208, 'intersection_density_km': 19.246182707110812, 'edge_density_km': 11469.34692842624, 'street_density_km': 5734.673464213102, 'circuity_avg': 1.0658770985212405, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0658770985212405\n", - "4425\n", - "2993076.5769641325\n", - "{'n': 52, 'm': 130, 'k_avg': 5.0, 'intersection_count': 40, 'streets_per_node_avg': 2.6538461538461537, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 34, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.6538461538461539, 4: 0.11538461538461539}, 'edge_length_total': 18392.36, 'edge_length_avg': 141.47969230769232, 'street_length_total': 9276.463999999998, 'street_length_avg': 140.55248484848482, 'street_segments_count': 66, 'node_density_km': 17.373427863560853, 'intersection_density_km': 13.364175279662195, 'edge_density_km': 6144.968071166195, 'street_density_km': 3099.3072717869068, 'circuity_avg': 1.1704988090720603, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1704988090720603\n", - "4426\n", - "147675570.6959659\n", - "error with entry 4426\n", - "4427\n", - "15969443.419704776\n", - "{'n': 1281, 'm': 3781, 'k_avg': 5.9032006245121, 'intersection_count': 1182, 'streets_per_node_avg': 3.092896174863388, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 871, 4: 306, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07728337236533958, 2: 0.0, 3: 0.6799375487900078, 4: 0.2388758782201405, 5: 0.00312256049960968, 6: 0.00078064012490242}, 'edge_length_total': 336284.8440000016, 'edge_length_avg': 88.9407151547214, 'street_length_total': 175479.0360000004, 'street_length_avg': 89.71320858895726, 'street_segments_count': 1956, 'node_density_km': 80.21569483250542, 'intersection_density_km': 74.01635541922046, 'edge_density_km': 21058.019065652476, 'street_density_km': 10988.425293737911, 'circuity_avg': 1.0265775122562575, 'self_loop_proportion': 0.0005289605924358636, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0265775122562575\n", - "4428\n", - "10974006.248278534\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 5, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.8333333333333334}, 'edge_length_total': 8038.869999999999, 'edge_length_avg': 803.887, 'street_length_total': 4019.4350000000004, 'street_length_avg': 803.8870000000001, 'street_segments_count': 5, 'node_density_km': 0.546746544903891, 'intersection_density_km': 0.4556221207532425, 'edge_density_km': 732.5373995719236, 'street_density_km': 366.26869978596187, 'circuity_avg': 1.0815348771693878, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0815348771693878\n", - "4429\n", - "5986469.14632929\n", - "{'n': 308, 'm': 882, 'k_avg': 5.7272727272727275, 'intersection_count': 294, 'streets_per_node_avg': 3.1363636363636362, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 226, 4: 66, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.045454545454545456, 2: 0.0, 3: 0.7337662337662337, 4: 0.21428571428571427, 5: 0.006493506493506494}, 'edge_length_total': 83956.85800000005, 'edge_length_avg': 95.18918140589575, 'street_length_total': 45146.27700000003, 'street_length_avg': 95.24531012658234, 'street_segments_count': 474, 'node_density_km': 51.44935895791857, 'intersection_density_km': 49.11075173255863, 'edge_density_km': 14024.436766951298, 'street_density_km': 7541.386399307223, 'circuity_avg': 1.0662532392846737, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0662532392846737\n", - "4430\n", - "3990217.92152886\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 1174.53, 'edge_length_avg': 293.6325, 'street_length_total': 587.265, 'street_length_avg': 293.6325, 'street_segments_count': 2, 'node_density_km': 0.7518386361340746, 'intersection_density_km': 0.5012257574227165, 'edge_density_km': 294.35234443285157, 'street_density_km': 147.17617221642578, 'circuity_avg': 1.0028910375380398, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0028910375380398\n", - "4431\n", - "4988485.465440601\n", - "{'n': 130, 'm': 334, 'k_avg': 5.138461538461539, 'intersection_count': 101, 'streets_per_node_avg': 2.6615384615384614, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 87, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2230769230769231, 2: 0.0, 3: 0.6692307692307692, 4: 0.1076923076923077}, 'edge_length_total': 51774.463999999956, 'edge_length_avg': 155.01336526946093, 'street_length_total': 25887.231999999985, 'street_length_avg': 155.013365269461, 'street_segments_count': 167, 'node_density_km': 26.060013785871163, 'intersection_density_km': 20.246626095176826, 'edge_density_km': 10378.794196892994, 'street_density_km': 5189.397098446498, 'circuity_avg': 1.0262561540672395, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0262561540672395\n", - "4432\n", - "25937343.982546385\n", - "{'n': 1905, 'm': 4905, 'k_avg': 5.149606299212598, 'intersection_count': 1703, 'streets_per_node_avg': 2.9238845144356955, 'streets_per_node_counts': {0: 0, 1: 202, 2: 2, 3: 1441, 4: 259, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10603674540682415, 2: 0.0010498687664041995, 3: 0.7564304461942257, 4: 0.13595800524934384, 5: 0.0005249343832020997}, 'edge_length_total': 432841.3009999971, 'edge_length_avg': 88.2449135575937, 'street_length_total': 245874.23, 'street_length_avg': 88.82739523121387, 'street_segments_count': 2768, 'node_density_km': 73.44622492117551, 'intersection_density_km': 65.65822626811648, 'edge_density_km': 16687.957768199485, 'street_density_km': 9479.54540624716, 'circuity_avg': 1.1016503169921976, 'self_loop_proportion': 0.002854230377166157, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1016503169921976\n", - "4433\n", - "86859037.46887548\n", - "{'n': 7995, 'm': 23118, 'k_avg': 5.783114446529081, 'intersection_count': 7352, 'streets_per_node_avg': 3.1364602876798, 'streets_per_node_counts': {0: 0, 1: 643, 2: 12, 3: 5012, 4: 2273, 5: 50, 6: 4, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08042526579111944, 2: 0.00150093808630394, 3: 0.6268918073796123, 4: 0.284302689180738, 5: 0.006253908692933083, 6: 0.0005003126954346467, 7: 0.00012507817385866166}, 'edge_length_total': 1715642.388000001, 'edge_length_avg': 74.2124053983909, 'street_length_total': 935916.9999999972, 'street_length_avg': 74.88534165466453, 'street_segments_count': 12498, 'node_density_km': 92.04568957910543, 'intersection_density_km': 84.642890529779, 'edge_density_km': 19752.03085360891, 'street_density_km': 10775.125159950889, 'circuity_avg': 1.0343071100945163, 'self_loop_proportion': 0.0007786140669608098, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0343071100945163\n", - "4434\n", - "17972208.917830106\n", - "{'n': 405, 'm': 1128, 'k_avg': 5.57037037037037, 'intersection_count': 339, 'streets_per_node_avg': 2.8567901234567903, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 265, 4: 74}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16296296296296298, 2: 0.0, 3: 0.654320987654321, 4: 0.18271604938271604}, 'edge_length_total': 217058.77100000012, 'edge_length_avg': 192.42798847517741, 'street_length_total': 108658.77999999997, 'street_length_avg': 191.63805996472658, 'street_segments_count': 567, 'node_density_km': 22.534792570667385, 'intersection_density_km': 18.862456003595664, 'edge_density_km': 12077.467605256781, 'street_density_km': 6045.933501930324, 'circuity_avg': 1.0294793920776155, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0294793920776155\n", - "4435\n", - "3991202.409520106\n", - "{'n': 233, 'm': 677, 'k_avg': 5.8111587982832615, 'intersection_count': 223, 'streets_per_node_avg': 3.128755364806867, 'streets_per_node_counts': {0: 0, 1: 10, 2: 1, 3: 172, 4: 49, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04291845493562232, 2: 0.004291845493562232, 3: 0.7381974248927039, 4: 0.21030042918454936, 5: 0.004291845493562232}, 'edge_length_total': 65228.55399999995, 'edge_length_avg': 96.34941506646965, 'street_length_total': 33966.835, 'street_length_avg': 95.14519607843137, 'street_segments_count': 357, 'node_density_km': 58.3783973080973, 'intersection_density_km': 55.87288669401587, 'edge_density_km': 16343.083438818354, 'street_density_km': 8510.426561925258, 'circuity_avg': 1.0484688140844105, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0484688140844105\n", - "4436\n", - "3995286.6590245035\n", - "{'n': 190, 'm': 531, 'k_avg': 5.589473684210526, 'intersection_count': 180, 'streets_per_node_avg': 3.1052631578947367, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 140, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05263157894736842, 2: 0.0, 3: 0.7368421052631579, 4: 0.21052631578947367}, 'edge_length_total': 60649.87199999998, 'edge_length_avg': 114.21821468926551, 'street_length_total': 32410.154999999995, 'street_length_avg': 115.33862989323842, 'street_segments_count': 281, 'node_density_km': 47.55603695440235, 'intersection_density_km': 45.05308764101275, 'edge_density_km': 15180.355547956693, 'street_density_km': 8112.097520410041, 'circuity_avg': 1.012523470964776, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.012523470964776\n", - "4437\n", - "4990114.313730241\n", - "{'n': 68, 'm': 165, 'k_avg': 4.852941176470588, 'intersection_count': 55, 'streets_per_node_avg': 2.735294117647059, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 47, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19117647058823528, 2: 0.0, 3: 0.6911764705882353, 4: 0.11764705882352941}, 'edge_length_total': 24681.021999999986, 'edge_length_avg': 149.58195151515145, 'street_length_total': 13891.271000000004, 'street_length_avg': 161.52640697674423, 'street_segments_count': 86, 'node_density_km': 13.626942335348671, 'intersection_density_km': 11.021791594767308, 'edge_density_km': 4945.98328781576, 'street_density_km': 2783.7580717897254, 'circuity_avg': 1.0666277170087346, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0666277170087346\n", - "4438\n", - "12989235.337012734\n", - "{'n': 228, 'm': 586, 'k_avg': 5.140350877192983, 'intersection_count': 183, 'streets_per_node_avg': 2.754385964912281, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 149, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19736842105263158, 2: 0.0, 3: 0.6535087719298246, 4: 0.14912280701754385}, 'edge_length_total': 88036.58200000001, 'edge_length_avg': 150.23307508532426, 'street_length_total': 44365.955999999984, 'street_length_avg': 144.98678431372545, 'street_segments_count': 306, 'node_density_km': 17.552996314595642, 'intersection_density_km': 14.088589147241239, 'edge_density_km': 6777.6570148929695, 'street_density_km': 3415.5941322873337, 'circuity_avg': 1.052895617797032, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052895617797032\n", - "4439\n", - "6983257.487710632\n", - "{'n': 228, 'm': 664, 'k_avg': 5.824561403508772, 'intersection_count': 211, 'streets_per_node_avg': 3.0219298245614037, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 172, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07456140350877193, 2: 0.0, 3: 0.7543859649122807, 4: 0.17105263157894737}, 'edge_length_total': 89979.15799999997, 'edge_length_avg': 135.51078012048188, 'street_length_total': 44989.57900000002, 'street_length_avg': 135.510780120482, 'street_segments_count': 332, 'node_density_km': 32.64951928254714, 'intersection_density_km': 30.215125300953712, 'edge_density_km': 12884.983570826116, 'street_density_km': 6442.491785413064, 'circuity_avg': 1.0814420028138942, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0814420028138942\n", - "4440\n", - "82806742.66107585\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 6089, 'm': 17311, 'k_avg': 5.685991131548694, 'intersection_count': 5789, 'streets_per_node_avg': 3.1729348004598457, 'streets_per_node_counts': {0: 0, 1: 300, 2: 7, 3: 4152, 4: 1601, 5: 28, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.049269173920183935, 2: 0.0011496140581376253, 3: 0.6818853670553457, 4: 0.2629331581540483, 5: 0.004598456232550501, 6: 0.00016423057973394647}, 'edge_length_total': 1560656.6319999995, 'edge_length_avg': 90.15404263185255, 'street_length_total': 890081.8559999969, 'street_length_avg': 92.86195680751142, 'street_segments_count': 9585, 'node_density_km': 73.53265935024149, 'intersection_density_km': 69.90976596790081, 'edge_density_km': 18846.975280596347, 'street_density_km': 10748.90555281302, 'circuity_avg': 1.0448992658722787, 'self_loop_proportion': 0.0005776673791231009, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0448992658722787\n", - "4441\n", - "6985680.946747501\n", - "{'n': 9, 'm': 20, 'k_avg': 4.444444444444445, 'intersection_count': 6, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 3, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.3333333333333333, 4: 0.3333333333333333}, 'edge_length_total': 12924.066, 'edge_length_avg': 646.2033, 'street_length_total': 6462.032999999999, 'street_length_avg': 646.2032999999999, 'street_segments_count': 10, 'node_density_km': 1.288349706865779, 'intersection_density_km': 0.858899804577186, 'edge_density_km': 1850.079626957109, 'street_density_km': 925.0398134785544, 'circuity_avg': 1.0156371666484727, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0156371666484727\n", - "4442\n", - "4989411.126626238\n", - "{'n': 106, 'm': 304, 'k_avg': 5.735849056603773, 'intersection_count': 89, 'streets_per_node_avg': 3.047169811320755, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 50, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16037735849056603, 2: 0.0, 3: 0.4716981132075472, 4: 0.36792452830188677}, 'edge_length_total': 49657.89799999999, 'edge_length_avg': 163.3483486842105, 'street_length_total': 24828.949000000004, 'street_length_avg': 163.34834868421055, 'street_segments_count': 152, 'node_density_km': 21.244992106247928, 'intersection_density_km': 17.83777639109496, 'edge_density_km': 9952.657085121362, 'street_density_km': 4976.328542560684, 'circuity_avg': 1.004412277074599, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.004412277074599\n", - "4443\n", - "3990106.04485166\n", - "{'n': 168, 'm': 490, 'k_avg': 5.833333333333333, 'intersection_count': 162, 'streets_per_node_avg': 3.0595238095238093, 'streets_per_node_counts': {0: 0, 1: 6, 2: 1, 3: 139, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03571428571428571, 2: 0.005952380952380952, 3: 0.8273809523809523, 4: 0.125, 5: 0.005952380952380952}, 'edge_length_total': 34115.103999999985, 'edge_length_avg': 69.62266122448976, 'street_length_total': 18143.37, 'street_length_avg': 71.9975, 'street_segments_count': 252, 'node_density_km': 42.10414412839139, 'intersection_density_km': 40.60042469523456, 'edge_density_km': 8549.92414149441, 'street_density_km': 4547.089675325788, 'circuity_avg': 1.0278418100404636, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0278418100404636\n", - "4444\n", - "999144.2307650002\n", - "{'n': 34, 'm': 80, 'k_avg': 4.705882352941177, 'intersection_count': 27, 'streets_per_node_avg': 2.6470588235294117, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 25, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20588235294117646, 2: 0.0, 3: 0.7352941176470589, 4: 0.058823529411764705}, 'edge_length_total': 10238.766, 'edge_length_avg': 127.98457499999999, 'street_length_total': 5119.382999999999, 'street_length_avg': 127.98457499999998, 'street_segments_count': 40, 'node_density_km': 34.02912107490999, 'intersection_density_km': 27.023125559487344, 'edge_density_km': 10247.535525637408, 'street_density_km': 5123.767762818703, 'circuity_avg': 1.1063621161480357, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1063621161480357\n", - "4445\n", - "9978730.177044585\n", - "{'n': 148, 'm': 334, 'k_avg': 4.513513513513513, 'intersection_count': 99, 'streets_per_node_avg': 2.4054054054054053, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 89, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3310810810810811, 2: 0.0, 3: 0.6013513513513513, 4: 0.06756756756756757}, 'edge_length_total': 84982.42000000003, 'edge_length_avg': 254.43838323353302, 'street_length_total': 42491.21000000001, 'street_length_avg': 254.43838323353296, 'street_segments_count': 167, 'node_density_km': 14.831546436686333, 'intersection_density_km': 9.921102008323965, 'edge_density_km': 8516.356138729607, 'street_density_km': 4258.1780693648025, 'circuity_avg': 1.099644212261527, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.099644212261527\n", - "4446\n", - "2993006.0527311447\n", - "{'n': 49, 'm': 130, 'k_avg': 5.3061224489795915, 'intersection_count': 39, 'streets_per_node_avg': 2.7346938775510203, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 33, 4: 5, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20408163265306123, 2: 0.0, 3: 0.673469387755102, 4: 0.10204081632653061, 5: 0.02040816326530612}, 'edge_length_total': 13201.274000000007, 'edge_length_avg': 101.54826153846159, 'street_length_total': 6600.6370000000015, 'street_length_avg': 101.54826153846156, 'street_segments_count': 65, 'node_density_km': 16.371500470333853, 'intersection_density_km': 13.030377925367759, 'edge_density_km': 4410.707418367473, 'street_density_km': 2205.3537091837356, 'circuity_avg': 1.0435920663065912, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0435920663065912\n", - "4447\n", - "8981404.932822656\n", - "error with entry 4447\n", - "4448\n", - "1995928.8921507292\n", - "{'n': 61, 'm': 152, 'k_avg': 4.983606557377049, 'intersection_count': 49, 'streets_per_node_avg': 2.6885245901639343, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 44, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19672131147540983, 2: 0.0, 3: 0.7213114754098361, 4: 0.08196721311475409}, 'edge_length_total': 16990.28, 'edge_length_avg': 111.77815789473684, 'street_length_total': 8495.140000000001, 'street_length_avg': 111.77815789473686, 'street_segments_count': 76, 'node_density_km': 30.56221102860481, 'intersection_density_km': 24.54997279346944, 'edge_density_km': 8512.46758680465, 'street_density_km': 4256.233793402326, 'circuity_avg': 1.0682212707426306, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0682212707426306\n", - "4449\n", - "13965645.172106348\n", - "{'n': 1028, 'm': 3107, 'k_avg': 6.044747081712062, 'intersection_count': 958, 'streets_per_node_avg': 3.193579766536965, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 624, 4: 329, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06809338521400778, 2: 0.0, 3: 0.6070038910505836, 4: 0.32003891050583655, 5: 0.0048638132295719845}, 'edge_length_total': 284144.06300000014, 'edge_length_avg': 91.45286868361768, 'street_length_total': 149218.2519999999, 'street_length_avg': 92.16692526250765, 'street_segments_count': 1619, 'node_density_km': 73.60920224818754, 'intersection_density_km': 68.5969024842059, 'edge_density_km': 20345.931713024078, 'street_density_km': 10684.665846876465, 'circuity_avg': 1.0195591891513547, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0195591891513547\n", - "4450\n", - "4990804.112436635\n", - "{'n': 259, 'm': 610, 'k_avg': 4.710424710424711, 'intersection_count': 183, 'streets_per_node_avg': 2.5328185328185326, 'streets_per_node_counts': {0: 0, 1: 76, 2: 1, 3: 151, 4: 30, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29343629343629346, 2: 0.003861003861003861, 3: 0.583011583011583, 4: 0.11583011583011583, 5: 0.003861003861003861}, 'edge_length_total': 56086.31499999998, 'edge_length_avg': 91.94477868852456, 'street_length_total': 29701.93400000001, 'street_length_avg': 92.52938940809972, 'street_segments_count': 321, 'node_density_km': 51.89544493533522, 'intersection_density_km': 36.66743792728319, 'edge_density_km': 11237.931550997548, 'street_density_km': 5951.332356640778, 'circuity_avg': 1.060013119682402, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060013119682402\n", - "4451\n", - "8980625.739280935\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 562, 'm': 1654, 'k_avg': 5.8861209964412815, 'intersection_count': 496, 'streets_per_node_avg': 3.1120996441281137, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 303, 4: 191, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11743772241992882, 2: 0.0, 3: 0.5391459074733096, 4: 0.3398576512455516, 5: 0.0035587188612099642}, 'edge_length_total': 143954.99000000014, 'edge_length_avg': 87.03445586457082, 'street_length_total': 76196.0090000001, 'street_length_avg': 87.88467012687438, 'street_segments_count': 867, 'node_density_km': 62.57915832544186, 'intersection_density_km': 55.23000450074584, 'edge_density_km': 16029.50553549361, 'street_density_km': 8484.487741953379, 'circuity_avg': 1.015699824442564, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.015699824442564\n", - "4452\n", - "3990169.817214125\n", - "{'n': 193, 'm': 544, 'k_avg': 5.637305699481865, 'intersection_count': 180, 'streets_per_node_avg': 3.093264248704663, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 138, 4: 40, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06735751295336788, 2: 0.0, 3: 0.7150259067357513, 4: 0.20725388601036268, 5: 0.010362694300518135}, 'edge_length_total': 56926.22699999999, 'edge_length_avg': 104.64379963235292, 'street_length_total': 29938.650000000005, 'street_length_avg': 105.79028268551238, 'street_segments_count': 283, 'node_density_km': 48.36886870512936, 'intersection_density_km': 45.110862004783854, 'edge_density_km': 14266.617614722225, 'street_density_km': 7503.10171533068, 'circuity_avg': 1.0308964888396712, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0308964888396712\n", - "4453\n", - "2992493.813529202\n", - "{'n': 12, 'm': 24, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 2.25, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 6, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4166666666666667, 2: 0.0, 3: 0.5, 4: 0.08333333333333333}, 'edge_length_total': 6446.907999999999, 'edge_length_avg': 268.6211666666666, 'street_length_total': 3223.454, 'street_length_avg': 268.6211666666667, 'street_segments_count': 12, 'node_density_km': 4.010033352699828, 'intersection_density_km': 2.339186122408233, 'edge_density_km': 2154.3596751489454, 'street_density_km': 1077.1798375744727, 'circuity_avg': 1.9020945004848913, 'self_loop_proportion': 0.08333333333333333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.9020945004848913\n", - "4454\n", - "65841201.35505409\n", - "error with entry 4454\n", - "4455\n", - "6982003.145106727\n", - "{'n': 143, 'm': 394, 'k_avg': 5.510489510489511, 'intersection_count': 122, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 82, 4: 38, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14685314685314685, 2: 0.0, 3: 0.5734265734265734, 4: 0.26573426573426573, 5: 0.013986013986013986}, 'edge_length_total': 44185.568999999974, 'edge_length_avg': 112.1461142131979, 'street_length_total': 22748.023, 'street_length_avg': 108.8422153110048, 'street_segments_count': 209, 'node_density_km': 20.481228241814847, 'intersection_density_km': 17.473495423086796, 'edge_density_km': 6328.494571212994, 'street_density_km': 3258.0940637276485, 'circuity_avg': 1.1226579889423978, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1226579889423978\n", - "4456\n", - "13970404.76413937\n", - "{'n': 48, 'm': 128, 'k_avg': 5.333333333333333, 'intersection_count': 35, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 17, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2708333333333333, 2: 0.0, 3: 0.3541666666666667, 4: 0.375}, 'edge_length_total': 37205.378, 'edge_length_avg': 290.667015625, 'street_length_total': 18602.689000000002, 'street_length_avg': 290.66701562500003, 'street_segments_count': 64, 'node_density_km': 3.4358345953734424, 'intersection_density_km': 2.5052960591264686, 'edge_density_km': 2663.1567680488743, 'street_density_km': 1331.5783840244374, 'circuity_avg': 1.0260584601511014, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0260584601511014\n", - "4457\n", - "149754023.53907102\n", - "error with entry 4457\n", - "4458\n", - "4992892.7615241\n", - "{'n': 117, 'm': 304, 'k_avg': 5.196581196581197, 'intersection_count': 102, 'streets_per_node_avg': 2.8632478632478633, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 88, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1282051282051282, 2: 0.0, 3: 0.7521367521367521, 4: 0.11965811965811966}, 'edge_length_total': 36047.960999999996, 'edge_length_avg': 118.57881907894735, 'street_length_total': 19049.163, 'street_length_avg': 117.58742592592593, 'street_segments_count': 162, 'node_density_km': 23.433309223386022, 'intersection_density_km': 20.429038810131402, 'edge_density_km': 7219.854846030423, 'street_density_km': 3815.2557865443055, 'circuity_avg': 1.105812882293532, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.105812882293532\n", - "4459\n", - "7981445.393678519\n", - "error with entry 4459\n", - "4460\n", - "285310117.2697191\n", - "{'n': 32068, 'm': 87112, 'k_avg': 5.432954970687289, 'intersection_count': 28758, 'streets_per_node_avg': 2.9492952475988523, 'streets_per_node_counts': {0: 0, 1: 3310, 2: 19, 3: 23823, 4: 4826, 5: 83, 6: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10321816140701011, 2: 0.0005924909567169765, 3: 0.7428901085193963, 4: 0.150492703006112, 5: 0.0025882499688162654, 6: 0.00021828614194835974}, 'edge_length_total': 7751598.597000065, 'edge_length_avg': 88.98427997290919, 'street_length_total': 4238758.079999961, 'street_length_avg': 90.14222997256579, 'street_segments_count': 47023, 'node_density_km': 112.39699561612244, 'intersection_density_km': 100.79558438095451, 'edge_density_km': 27169.02811291497, 'street_density_km': 14856.669369326406, 'circuity_avg': 1.0396418410628445, 'self_loop_proportion': 0.0008380016530443567, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0396418410628445\n", - "4461\n", - "8981312.267641779\n", - "{'n': 207, 'm': 510, 'k_avg': 4.927536231884058, 'intersection_count': 161, 'streets_per_node_avg': 2.676328502415459, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 136, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6570048309178744, 4: 0.12077294685990338}, 'edge_length_total': 93899.61400000003, 'edge_length_avg': 184.1168901960785, 'street_length_total': 46949.807, 'street_length_avg': 184.11689019607843, 'street_segments_count': 255, 'node_density_km': 23.04785690903852, 'intersection_density_km': 17.926110929252182, 'edge_density_km': 10454.999358869327, 'street_density_km': 5227.499679434662, 'circuity_avg': 1.0360259325713694, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0360259325713694\n", - "4462\n", - "4992651.378015083\n", - "{'n': 345, 'm': 1038, 'k_avg': 6.017391304347826, 'intersection_count': 338, 'streets_per_node_avg': 3.2869565217391306, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 228, 4: 107, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.020289855072463767, 2: 0.0, 3: 0.6608695652173913, 4: 0.3101449275362319, 5: 0.008695652173913044}, 'edge_length_total': 90638.44700000016, 'edge_length_avg': 87.32027649325642, 'street_length_total': 48300.604999999996, 'street_length_avg': 88.13979014598539, 'street_segments_count': 548, 'node_density_km': 69.10156024896752, 'intersection_density_km': 67.69949960623484, 'edge_density_km': 18154.371322444524, 'street_density_km': 9674.33961295386, 'circuity_avg': 1.0262257045615653, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0262257045615653\n", - "4463\n", - "68902341.3172954\n", - "{'n': 6705, 'm': 19791, 'k_avg': 5.9033557046979865, 'intersection_count': 6465, 'streets_per_node_avg': 3.1397464578672634, 'streets_per_node_counts': {0: 0, 1: 240, 2: 5, 3: 5068, 4: 1363, 5: 28, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.035794183445190156, 2: 0.0007457121551081282, 3: 0.7558538404175988, 4: 0.20328113348247576, 5: 0.004175988068605518, 6: 0.00014914243102162565}, 'edge_length_total': 1539639.253999988, 'edge_length_avg': 77.7949196099231, 'street_length_total': 829192.3359999976, 'street_length_avg': 79.10630948292287, 'street_segments_count': 10482, 'node_density_km': 97.31164241754082, 'intersection_density_km': 93.82845163749462, 'edge_density_km': 22345.238558874895, 'street_density_km': 12034.312915167357, 'circuity_avg': 1.0309148015424479, 'self_loop_proportion': 0.0008589763023596585, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0309148015424479\n", - "4464\n", - "4992622.342098653\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 134, 'm': 359, 'k_avg': 5.358208955223881, 'intersection_count': 113, 'streets_per_node_avg': 2.8507462686567164, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 91, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15671641791044777, 2: 0.0, 3: 0.6791044776119403, 4: 0.16417910447761194}, 'edge_length_total': 58368.78299999999, 'edge_length_avg': 162.587139275766, 'street_length_total': 30259.52600000003, 'street_length_avg': 163.56500540540557, 'street_segments_count': 185, 'node_density_km': 26.839602681358226, 'intersection_density_km': 22.633396290996117, 'edge_density_km': 11691.007050107582, 'street_density_km': 6060.848172882312, 'circuity_avg': 1.022683395207973, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.022683395207973\n", - "4465\n", - "11970101.658037623\n", - "{'n': 268, 'm': 747, 'k_avg': 5.574626865671642, 'intersection_count': 243, 'streets_per_node_avg': 2.970149253731343, 'streets_per_node_counts': {0: 0, 1: 25, 2: 1, 3: 201, 4: 39, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09328358208955224, 2: 0.0037313432835820895, 3: 0.75, 4: 0.1455223880597015, 5: 0.007462686567164179}, 'edge_length_total': 79051.63200000013, 'edge_length_avg': 105.82547791164676, 'street_length_total': 39996.11499999997, 'street_length_avg': 105.80982804232796, 'street_segments_count': 378, 'node_density_km': 22.38911645500059, 'intersection_density_km': 20.300579472257997, 'edge_density_km': 6604.090279126321, 'street_density_km': 3341.3346137410267, 'circuity_avg': 1.0456747207314547, 'self_loop_proportion': 0.002677376171352075, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456747207314547\n", - "4466\n", - "5988378.713966878\n", - "{'n': 82, 'm': 212, 'k_avg': 5.170731707317073, 'intersection_count': 64, 'streets_per_node_avg': 2.658536585365854, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 57, 4: 6, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21951219512195122, 2: 0.0, 3: 0.6951219512195121, 4: 0.07317073170731707, 5: 0.012195121951219513}, 'edge_length_total': 33364.78800000002, 'edge_length_avg': 157.3810754716982, 'street_length_total': 16682.394000000008, 'street_length_avg': 157.38107547169818, 'street_segments_count': 106, 'node_density_km': 13.693188743849634, 'intersection_density_km': 10.687366824468006, 'edge_density_km': 5571.589505884507, 'street_density_km': 2785.794752942253, 'circuity_avg': 1.129819647678436, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.129819647678436\n", - "4467\n", - "3996111.35564629\n", - "{'n': 72, 'm': 188, 'k_avg': 5.222222222222222, 'intersection_count': 57, 'streets_per_node_avg': 2.6527777777777777, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 52, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20833333333333334, 2: 0.0, 3: 0.7222222222222222, 4: 0.06944444444444445}, 'edge_length_total': 27839.446000000018, 'edge_length_avg': 148.0821595744682, 'street_length_total': 13919.722999999998, 'street_length_avg': 148.08215957446808, 'street_segments_count': 94, 'node_density_km': 18.017515927895225, 'intersection_density_km': 14.263866776250385, 'edge_density_km': 6966.634190677491, 'street_density_km': 3483.3170953387425, 'circuity_avg': 1.1094049818888765, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1094049818888765\n", - "4468\n", - "7980496.078294849\n", - "{'n': 68, 'm': 148, 'k_avg': 4.352941176470588, 'intersection_count': 42, 'streets_per_node_avg': 2.2794117647058822, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 39, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38235294117647056, 2: 0.0, 3: 0.5735294117647058, 4: 0.04411764705882353}, 'edge_length_total': 40449.458000000006, 'edge_length_avg': 273.3071486486487, 'street_length_total': 20224.729, 'street_length_avg': 273.30714864864865, 'street_segments_count': 74, 'node_density_km': 8.520773562553922, 'intersection_density_km': 5.262830729812716, 'edge_density_km': 5068.539299206401, 'street_density_km': 2534.2696496032, 'circuity_avg': 1.06350680598894, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06350680598894\n", - "4469\n", - "3990233.182650479\n", - "{'n': 62, 'm': 154, 'k_avg': 4.967741935483871, 'intersection_count': 43, 'streets_per_node_avg': 2.5483870967741935, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 33, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3064516129032258, 2: 0.0, 3: 0.532258064516129, 4: 0.16129032258064516}, 'edge_length_total': 26036.33200000001, 'edge_length_avg': 169.06709090909098, 'street_length_total': 13018.165999999997, 'street_length_avg': 169.06709090909087, 'street_segments_count': 77, 'node_density_km': 15.5379390531801, 'intersection_density_km': 10.776312569141037, 'edge_density_km': 6525.015157812304, 'street_density_km': 3262.5075789061502, 'circuity_avg': 1.0227694721716627, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0227694721716627\n", - "4470\n", - "998063.16022245\n", - "error with entry 4470\n", - "4471\n", - "8977314.758746242\n", - "{'n': 806, 'm': 2396, 'k_avg': 5.945409429280397, 'intersection_count': 750, 'streets_per_node_avg': 3.098014888337469, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 573, 4: 164, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06947890818858561, 2: 0.0, 3: 0.7109181141439206, 4: 0.20347394540942929, 5: 0.01488833746898263, 6: 0.0012406947890818859}, 'edge_length_total': 173671.1990000005, 'edge_length_avg': 72.48380592654445, 'street_length_total': 91338.901, 'street_length_avg': 74.38021254071661, 'street_segments_count': 1228, 'node_density_km': 89.78185812352699, 'intersection_density_km': 83.54391264596183, 'edge_density_km': 19345.561971167324, 'street_density_km': 10174.412221762874, 'circuity_avg': 1.024305151331634, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024305151331634\n", - "4472\n", - "11970814.62369916\n", - "{'n': 21, 'm': 52, 'k_avg': 4.9523809523809526, 'intersection_count': 18, 'streets_per_node_avg': 2.9047619047619047, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 14, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.6666666666666666, 4: 0.19047619047619047}, 'edge_length_total': 16582.216, 'edge_length_avg': 318.88876923076924, 'street_length_total': 8291.108, 'street_length_avg': 318.88876923076924, 'street_segments_count': 26, 'node_density_km': 1.7542665775164001, 'intersection_density_km': 1.5036570664426288, 'edge_density_km': 1385.2203480932235, 'street_density_km': 692.6101740466117, 'circuity_avg': 1.0550987763542576, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0550987763542576\n", - "4473\n", - "1995180.7252757682\n", - "{'n': 146, 'm': 356, 'k_avg': 4.876712328767123, 'intersection_count': 109, 'streets_per_node_avg': 2.506849315068493, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 107, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2534246575342466, 2: 0.0, 3: 0.7328767123287672, 4: 0.0136986301369863}, 'edge_length_total': 28887.699999999983, 'edge_length_avg': 81.14522471910108, 'street_length_total': 14443.849999999991, 'street_length_avg': 81.14522471910108, 'street_segments_count': 178, 'node_density_km': 73.17632841497118, 'intersection_density_km': 54.63164244679355, 'edge_density_km': 14478.738509268229, 'street_density_km': 7239.369254634114, 'circuity_avg': 1.0580075393342976, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0580075393342976\n", - "4474\n", - "6985199.953385663\n", - "{'n': 321, 'm': 896, 'k_avg': 5.582554517133956, 'intersection_count': 281, 'streets_per_node_avg': 2.9813084112149535, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 209, 4: 70, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12461059190031153, 2: 0.0, 3: 0.6510903426791277, 4: 0.21806853582554517, 5: 0.006230529595015576}, 'edge_length_total': 81106.72000000004, 'edge_length_avg': 90.52089285714291, 'street_length_total': 44083.35800000001, 'street_length_avg': 93.39694491525425, 'street_segments_count': 472, 'node_density_km': 45.9543036909651, 'intersection_density_km': 40.22791070766726, 'edge_density_km': 11611.223807657552, 'street_density_km': 6310.965798285159, 'circuity_avg': 1.0379685684934978, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0379685684934978\n", - "4475\n", - "6985065.411102656\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 17, 'm': 42, 'k_avg': 4.9411764705882355, 'intersection_count': 11, 'streets_per_node_avg': 2.6470588235294117, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 5, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.35294117647058826, 2: 0.0, 3: 0.29411764705882354, 4: 0.35294117647058826}, 'edge_length_total': 9328.898000000001, 'edge_length_avg': 222.11661904761908, 'street_length_total': 4664.4490000000005, 'street_length_avg': 222.11661904761908, 'street_segments_count': 21, 'node_density_km': 2.4337638947487528, 'intersection_density_km': 1.5747884024844871, 'edge_density_km': 1335.5491253055209, 'street_density_km': 667.7745626527604, 'circuity_avg': 1.0542764356947416, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0542764356947416\n", - "4476\n", - "18957232.101365592\n", - "{'n': 113, 'm': 298, 'k_avg': 5.274336283185841, 'intersection_count': 81, 'streets_per_node_avg': 2.8584070796460175, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 33, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2831858407079646, 2: 0.0, 3: 0.2920353982300885, 4: 0.4247787610619469}, 'edge_length_total': 56692.598000000035, 'edge_length_avg': 190.24361744966455, 'street_length_total': 28346.299000000003, 'street_length_avg': 190.24361744966444, 'street_segments_count': 149, 'node_density_km': 5.960785804371726, 'intersection_density_km': 4.2727756650806175, 'edge_density_km': 2990.5525077110897, 'street_density_km': 1495.276253855544, 'circuity_avg': 1.0156783910742428, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0156783910742428\n", - "4477\n", - "5992862.503568785\n", - "{'n': 87, 'm': 224, 'k_avg': 5.149425287356322, 'intersection_count': 69, 'streets_per_node_avg': 2.7586206896551726, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 54, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20689655172413793, 2: 0.0, 3: 0.6206896551724138, 4: 0.1724137931034483}, 'edge_length_total': 44964.92999999998, 'edge_length_avg': 200.73629464285705, 'street_length_total': 22482.465000000007, 'street_length_avg': 200.73629464285722, 'street_segments_count': 112, 'node_density_km': 14.517269493199782, 'intersection_density_km': 11.513696494606723, 'edge_density_km': 7503.080535090384, 'street_density_km': 3751.5402675451946, 'circuity_avg': 1.0171985137205168, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0171985137205168\n", - "4478\n", - "49880548.81114518\n", - "{'n': 5743, 'm': 16149, 'k_avg': 5.623889952986244, 'intersection_count': 5476, 'streets_per_node_avg': 3.107609263451158, 'streets_per_node_counts': {0: 0, 1: 267, 2: 2, 3: 4337, 4: 1120, 5: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0464913808114226, 2: 0.00034825004353125546, 3: 0.7551802193975274, 4: 0.19502002437750304, 5: 0.0029601253700156714}, 'edge_length_total': 1173273.5390000036, 'edge_length_avg': 72.65301498544824, 'street_length_total': 659080.6510000022, 'street_length_avg': 74.07897617174353, 'street_segments_count': 8897, 'node_density_km': 115.13506039686554, 'intersection_density_km': 109.78227245920873, 'edge_density_km': 23521.664595996794, 'street_density_km': 13213.179620283947, 'circuity_avg': 1.0270535615596832, 'self_loop_proportion': 0.001857700167193015, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0270535615596832\n", - "4479\n", - "7979998.038353255\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 4082.746, 'edge_length_avg': 1020.6865, 'street_length_total': 2041.373, 'street_length_avg': 1020.6865, 'street_segments_count': 2, 'node_density_km': 0.3759399420377649, 'intersection_density_km': 0.2506266280251766, 'edge_density_km': 511.6224315316388, 'street_density_km': 255.8112157658194, 'circuity_avg': 1.0174069174777454, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0174069174777454\n", - "4480\n", - "30922478.562184144\n", - "{'n': 3256, 'm': 9077, 'k_avg': 5.575552825552825, 'intersection_count': 2933, 'streets_per_node_avg': 2.941646191646192, 'streets_per_node_counts': {0: 0, 1: 323, 2: 1, 3: 2486, 4: 435, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0992014742014742, 2: 0.0003071253071253071, 3: 0.7635135135135135, 4: 0.1335995085995086, 5: 0.0033783783783783786}, 'edge_length_total': 721630.0900000043, 'edge_length_avg': 79.50094634791277, 'street_length_total': 376618.74999999936, 'street_length_avg': 79.48897214014339, 'street_segments_count': 4738, 'node_density_km': 105.2955698053856, 'intersection_density_km': 94.85009405380711, 'edge_density_km': 23336.74800837289, 'street_density_km': 12179.448980541154, 'circuity_avg': 1.06105089713481, 'self_loop_proportion': 0.0017626969262972347, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06105089713481\n", - "4481\n", - "27931090.606234603\n", - "{'n': 2244, 'm': 6086, 'k_avg': 5.424242424242424, 'intersection_count': 2038, 'streets_per_node_avg': 2.9893048128342246, 'streets_per_node_counts': {0: 0, 1: 206, 2: 1, 3: 1663, 4: 361, 5: 11, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09180035650623886, 2: 0.000445632798573975, 3: 0.7410873440285205, 4: 0.160873440285205, 5: 0.004901960784313725, 6: 0.00089126559714795}, 'edge_length_total': 468024.70800000045, 'edge_length_avg': 76.90185803483412, 'street_length_total': 261742.14099999962, 'street_length_avg': 78.53049534953485, 'street_segments_count': 3333, 'node_density_km': 80.34057930767331, 'intersection_density_km': 72.96528548531114, 'edge_density_km': 16756.406493326507, 'street_density_km': 9370.996094995846, 'circuity_avg': 1.0650088355458969, 'self_loop_proportion': 0.00032862306933946765, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0650088355458969\n", - "4482\n", - "32964022.68941696\n", - "{'n': 1908, 'm': 5499, 'k_avg': 5.764150943396227, 'intersection_count': 1820, 'streets_per_node_avg': 3.120545073375262, 'streets_per_node_counts': {0: 0, 1: 88, 2: 3, 3: 1415, 4: 395, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04612159329140461, 2: 0.0015723270440251573, 3: 0.7416142557651991, 4: 0.2070230607966457, 5: 0.003668763102725367}, 'edge_length_total': 473524.2520000002, 'edge_length_avg': 86.11097508637938, 'street_length_total': 267280.1560000005, 'street_length_avg': 90.17549122807034, 'street_segments_count': 2964, 'node_density_km': 57.88128524169959, 'intersection_density_km': 55.211708144598134, 'edge_density_km': 14364.880659787446, 'street_density_km': 8108.238442810268, 'circuity_avg': 1.0438064997283392, 'self_loop_proportion': 0.0007274049827241316, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0438064997283392\n", - "4483\n", - "1995329.895308095\n", - "{'n': 13, 'm': 34, 'k_avg': 5.230769230769231, 'intersection_count': 11, 'streets_per_node_avg': 2.8461538461538463, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 9, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0, 3: 0.6923076923076923, 4: 0.15384615384615385}, 'edge_length_total': 6869.350000000001, 'edge_length_avg': 202.039705882353, 'street_length_total': 3434.6750000000006, 'street_length_avg': 202.039705882353, 'street_segments_count': 17, 'node_density_km': 6.515213364250574, 'intersection_density_km': 5.512872846673563, 'edge_density_km': 3442.7139172088223, 'street_density_km': 1721.3569586044111, 'circuity_avg': 1.1687784961105794, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1687784961105794\n", - "4484\n", - "5985036.748288622\n", - "{'n': 12, 'm': 32, 'k_avg': 5.333333333333333, 'intersection_count': 12, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 9274.222, 'edge_length_avg': 289.8194375, 'street_length_total': 4637.111, 'street_length_avg': 289.8194375, 'street_segments_count': 16, 'node_density_km': 2.0050002204967767, 'intersection_density_km': 2.0050002204967767, 'edge_density_km': 1549.5680962446716, 'street_density_km': 774.7840481223358, 'circuity_avg': 1.0381325289239614, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0381325289239614\n", - "4485\n", - "13966155.6379132\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1781, 'm': 5418, 'k_avg': 6.08422234699607, 'intersection_count': 1733, 'streets_per_node_avg': 3.176866928691746, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 1328, 4: 399, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.02695115103874228, 2: 0.0, 3: 0.7456485120718698, 4: 0.2240314430095452, 5: 0.003368893879842785}, 'edge_length_total': 454681.2159999988, 'edge_length_avg': 83.92049021779232, 'street_length_total': 238219.71699999965, 'street_length_avg': 85.26117287043652, 'street_segments_count': 2794, 'node_density_km': 127.52256570628582, 'intersection_density_km': 124.08568577708778, 'edge_density_km': 32555.932196953276, 'street_density_km': 17056.92841867786, 'circuity_avg': 1.0273547103999314, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0273547103999314\n", - "4486\n", - "23940719.42663987\n", - "{'n': 2417, 'm': 7262, 'k_avg': 6.009102192800993, 'intersection_count': 2289, 'streets_per_node_avg': 3.1617707902358294, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 1659, 4: 614, 5: 15, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05295821266032271, 2: 0.0, 3: 0.6863880844021514, 4: 0.2540339263549855, 5: 0.006206040546131568, 6: 0.0004137360364087712}, 'edge_length_total': 516495.9270000015, 'edge_length_avg': 71.12309652988178, 'street_length_total': 278369.66100000014, 'street_length_avg': 73.1781443217666, 'street_segments_count': 3804, 'node_density_km': 100.95770126734371, 'intersection_density_km': 95.61116185393038, 'edge_density_km': 21573.951801351224, 'street_density_km': 11627.45596902348, 'circuity_avg': 1.018449552277964, 'self_loop_proportion': 0.000550812448361333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.018449552277964\n", - "4487\n", - "55884141.228105985\n", - "{'n': 972, 'm': 2100, 'k_avg': 4.320987654320987, 'intersection_count': 594, 'streets_per_node_avg': 2.2520576131687244, 'streets_per_node_counts': {0: 0, 1: 378, 2: 0, 3: 565, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3888888888888889, 2: 0.0, 3: 0.581275720164609, 4: 0.029835390946502057}, 'edge_length_total': 352046.6559999998, 'edge_length_avg': 167.64126476190467, 'street_length_total': 176023.3279999998, 'street_length_avg': 167.64126476190458, 'street_segments_count': 1050, 'node_density_km': 17.393127614371377, 'intersection_density_km': 10.62913354211584, 'edge_density_km': 6299.580672860799, 'street_density_km': 3149.790336430398, 'circuity_avg': 1.0609748908297274, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0609748908297274\n", - "4488\n", - "7980923.076640373\n", - "{'n': 284, 'm': 848, 'k_avg': 5.971830985915493, 'intersection_count': 262, 'streets_per_node_avg': 3.1549295774647885, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 174, 4: 88}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07746478873239436, 2: 0.0, 3: 0.6126760563380281, 4: 0.30985915492957744}, 'edge_length_total': 114744.3789999999, 'edge_length_avg': 135.31176768867914, 'street_length_total': 59756.128000000004, 'street_length_avg': 138.0049145496536, 'street_segments_count': 433, 'node_density_km': 35.58485619680372, 'intersection_density_km': 32.82828282944569, 'edge_density_km': 14377.331782065286, 'street_density_km': 7487.370499147171, 'circuity_avg': 1.0156536651916344, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0156536651916344\n", - "4489\n", - "7981287.227333042\n", - "{'n': 96, 'm': 302, 'k_avg': 6.291666666666667, 'intersection_count': 89, 'streets_per_node_avg': 3.3125, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 45, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07291666666666667, 2: 0.0, 3: 0.46875, 4: 0.4583333333333333}, 'edge_length_total': 67529.97999999998, 'edge_length_avg': 223.6092052980132, 'street_length_total': 33764.990000000005, 'street_length_avg': 223.60920529801328, 'street_segments_count': 151, 'node_density_km': 12.02813496941126, 'intersection_density_km': 11.151083461225022, 'edge_density_km': 8461.038686683778, 'street_density_km': 4230.519343341891, 'circuity_avg': 1.008794416584239, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.008794416584239\n", - "4490\n", - "12971714.66967206\n", - "{'n': 1561, 'm': 4470, 'k_avg': 5.72709801409353, 'intersection_count': 1503, 'streets_per_node_avg': 3.1601537475976937, 'streets_per_node_counts': {0: 0, 1: 58, 2: 1, 3: 1144, 4: 349, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.037155669442664956, 2: 0.0006406149903907751, 3: 0.7328635490070468, 4: 0.22357463164638053, 5: 0.005765534913516977}, 'edge_length_total': 336702.7450000014, 'edge_length_avg': 75.32499888143208, 'street_length_total': 183959.3590000003, 'street_length_avg': 75.57902999178319, 'street_segments_count': 2434, 'node_density_km': 120.33875549618945, 'intersection_density_km': 115.86748847583135, 'edge_density_km': 25956.687575561173, 'street_density_km': 14181.576120395113, 'circuity_avg': 1.0205243216450572, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0205243216450572\n", - "4491\n", - "5985928.970350337\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 6, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 4, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.5714285714285714, 4: 0.2857142857142857}, 'edge_length_total': 6875.712, 'edge_length_avg': 572.976, 'street_length_total': 3574.508, 'street_length_avg': 510.64399999999995, 'street_segments_count': 7, 'node_density_km': 1.1694091317609323, 'intersection_density_km': 1.0023506843665135, 'edge_density_km': 1148.6457714511748, 'street_density_km': 597.1517566789295, 'circuity_avg': 1.3763632325501178, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3763632325501178\n", - "4492\n", - "1995002.6994808675\n", - "{'n': 67, 'm': 186, 'k_avg': 5.552238805970149, 'intersection_count': 57, 'streets_per_node_avg': 2.8208955223880596, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 49, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14925373134328357, 2: 0.0, 3: 0.7313432835820896, 4: 0.11940298507462686}, 'edge_length_total': 15560.219999999998, 'edge_length_avg': 83.65709677419353, 'street_length_total': 7780.110000000001, 'street_length_avg': 83.65709677419355, 'street_segments_count': 93, 'node_density_km': 33.58391445657417, 'intersection_density_km': 28.571389910816833, 'edge_density_km': 7799.598468738425, 'street_density_km': 3899.7992343692135, 'circuity_avg': 1.0174317138883733, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0174317138883733\n", - "4493\n", - "10973959.380477374\n", - "{'n': 678, 'm': 1814, 'k_avg': 5.351032448377581, 'intersection_count': 590, 'streets_per_node_avg': 2.8761061946902653, 'streets_per_node_counts': {0: 0, 1: 88, 2: 1, 3: 496, 4: 93}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12979351032448377, 2: 0.0014749262536873156, 3: 0.7315634218289085, 4: 0.13716814159292035}, 'edge_length_total': 176114.61600000004, 'edge_length_avg': 97.08633737596475, 'street_length_total': 92687.26300000005, 'street_length_avg': 96.95320397489544, 'street_segments_count': 956, 'node_density_km': 61.78262343545384, 'intersection_density_km': 53.76363986271057, 'edge_density_km': 16048.411507090792, 'street_density_km': 8446.109538631086, 'circuity_avg': 1.0663560812147679, 'self_loop_proportion': 0.0011025358324145535, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0663560812147679\n", - "4494\n", - "10978563.155024212\n", - "{'n': 53, 'm': 130, 'k_avg': 4.90566037735849, 'intersection_count': 38, 'streets_per_node_avg': 2.5283018867924527, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 33, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2830188679245283, 2: 0.0, 3: 0.6226415094339622, 4: 0.09433962264150944}, 'edge_length_total': 42376.157999999974, 'edge_length_avg': 325.97044615384596, 'street_length_total': 21728.880000000005, 'street_length_avg': 324.31164179104485, 'street_segments_count': 67, 'node_density_km': 4.82758984501038, 'intersection_density_km': 3.461290832271593, 'edge_density_km': 3859.900189270854, 'street_density_km': 1979.209819461305, 'circuity_avg': 1.098551199568972, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.098551199568972\n", - "4495\n", - "2992407.4452258763\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 29, 'm': 76, 'k_avg': 5.241379310344827, 'intersection_count': 24, 'streets_per_node_avg': 2.9310344827586206, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 16, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1724137931034483, 2: 0.0, 3: 0.5517241379310345, 4: 0.27586206896551724}, 'edge_length_total': 18080.272000000008, 'edge_length_avg': 237.8983157894738, 'street_length_total': 9040.135999999999, 'street_length_avg': 237.89831578947366, 'street_segments_count': 38, 'node_density_km': 9.691193639511544, 'intersection_density_km': 8.020298184423346, 'edge_density_km': 6042.048862311681, 'street_density_km': 3021.0244311558386, 'circuity_avg': 1.0367016498537005, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0367016498537005\n", - "4496\n", - "8989158.319249203\n", - "{'n': 166, 'm': 426, 'k_avg': 5.132530120481928, 'intersection_count': 133, 'streets_per_node_avg': 2.7048192771084336, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 116, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19879518072289157, 2: 0.0, 3: 0.6987951807228916, 4: 0.10240963855421686}, 'edge_length_total': 91737.14600000001, 'edge_length_avg': 215.34541314553994, 'street_length_total': 45868.573000000026, 'street_length_avg': 215.34541314554002, 'street_segments_count': 213, 'node_density_km': 18.46668999527252, 'intersection_density_km': 14.795601020308705, 'edge_density_km': 10205.30985682563, 'street_density_km': 5102.654928412818, 'circuity_avg': 1.0481025307543028, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0481025307543028\n", - "4497\n", - "10972263.526330302\n", - "{'n': 36, 'm': 86, 'k_avg': 4.777777777777778, 'intersection_count': 28, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 24, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6666666666666666, 4: 0.1111111111111111}, 'edge_length_total': 39249.984000000026, 'edge_length_avg': 456.39516279069795, 'street_length_total': 19624.992, 'street_length_avg': 456.3951627906976, 'street_segments_count': 43, 'node_density_km': 3.281000307148135, 'intersection_density_km': 2.551889127781883, 'edge_density_km': 3577.2002655433184, 'street_density_km': 1788.600132771658, 'circuity_avg': 1.0929950759970375, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0929950759970375\n", - "4498\n", - "4987533.296143149\n", - "{'n': 102, 'm': 244, 'k_avg': 4.784313725490196, 'intersection_count': 64, 'streets_per_node_avg': 2.5098039215686274, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 38, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37254901960784315, 2: 0.0, 3: 0.37254901960784315, 4: 0.2549019607843137}, 'edge_length_total': 41781.60400000003, 'edge_length_avg': 171.23608196721324, 'street_length_total': 20890.802, 'street_length_avg': 171.23608196721312, 'street_segments_count': 122, 'node_density_km': 20.45099129039929, 'intersection_density_km': 12.831994535152495, 'edge_density_km': 8377.20803434228, 'street_density_km': 4188.6040171711375, 'circuity_avg': 1.0734015408723405, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0734015408723405\n", - "4499\n", - "7982611.613947023\n", - "{'n': 527, 'm': 1482, 'k_avg': 5.624288425047438, 'intersection_count': 480, 'streets_per_node_avg': 2.9468690702087286, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 417, 4: 60, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08918406072106262, 2: 0.0, 3: 0.7912713472485768, 4: 0.11385199240986717, 5: 0.0056925996204933585}, 'edge_length_total': 119406.6709999997, 'edge_length_avg': 80.57130296896067, 'street_length_total': 60679.802999999985, 'street_length_avg': 80.0525105540897, 'street_segments_count': 758, 'node_density_km': 66.0184943833718, 'intersection_density_km': 60.130696971572036, 'edge_density_km': 14958.346563094126, 'street_density_km': 7601.497596849348, 'circuity_avg': 1.0460454305779656, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0460454305779656\n", - "4500\n", - "20953188.04357516\n", - "{'n': 446, 'm': 1340, 'k_avg': 6.00896860986547, 'intersection_count': 369, 'streets_per_node_avg': 3.085201793721973, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 178, 4: 190, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1726457399103139, 2: 0.0, 3: 0.3991031390134529, 4: 0.4260089686098655, 5: 0.002242152466367713}, 'edge_length_total': 273444.93599999975, 'edge_length_avg': 204.0633850746267, 'street_length_total': 136722.46799999988, 'street_length_avg': 204.0633850746267, 'street_segments_count': 670, 'node_density_km': 21.285543711652807, 'intersection_density_km': 17.610685268161177, 'edge_density_km': 13050.278336228921, 'street_density_km': 6525.1391681144605, 'circuity_avg': 1.0248564325859244, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0248564325859244\n", - "4501\n", - "16958004.573447313\n", - "{'n': 111, 'm': 288, 'k_avg': 5.1891891891891895, 'intersection_count': 81, 'streets_per_node_avg': 2.6126126126126126, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 64, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2702702702702703, 2: 0.0, 3: 0.5765765765765766, 4: 0.15315315315315314}, 'edge_length_total': 56529.66999999997, 'edge_length_avg': 196.28357638888878, 'street_length_total': 28264.835000000003, 'street_length_avg': 196.28357638888892, 'street_segments_count': 144, 'node_density_km': 6.545581440271739, 'intersection_density_km': 4.776505375333431, 'edge_density_km': 3333.5095385287023, 'street_density_km': 1666.7547692643523, 'circuity_avg': 1.0142539253151857, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0142539253151857\n", - "4502\n", - "113751453.45611344\n", - "{'n': 974, 'm': 2733, 'k_avg': 5.611909650924025, 'intersection_count': 770, 'streets_per_node_avg': 2.8521560574948666, 'streets_per_node_counts': {0: 0, 1: 204, 2: 0, 3: 506, 4: 264}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20944558521560575, 2: 0.0, 3: 0.5195071868583162, 4: 0.27104722792607805}, 'edge_length_total': 568400.9090000027, 'edge_length_avg': 207.97691511159994, 'street_length_total': 284348.0890000005, 'street_length_avg': 207.70495909422974, 'street_segments_count': 1369, 'node_density_km': 8.562527953770541, 'intersection_density_km': 6.769144275568087, 'edge_density_km': 4996.867219980604, 'street_density_km': 2499.731479120881, 'circuity_avg': 1.0336165242733681, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0336165242733681\n", - "4503\n", - "5985080.812355307\n", - "{'n': 72, 'm': 196, 'k_avg': 5.444444444444445, 'intersection_count': 58, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 42, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19444444444444445, 2: 0.0, 3: 0.5833333333333334, 4: 0.2222222222222222}, 'edge_length_total': 30519.877999999997, 'edge_length_avg': 155.7136632653061, 'street_length_total': 15259.938999999997, 'street_length_avg': 155.71366326530608, 'street_segments_count': 98, 'node_density_km': 12.02991275428842, 'intersection_density_km': 9.690763052065671, 'edge_density_km': 5099.325966826757, 'street_density_km': 2549.6629834133782, 'circuity_avg': 1.0160961164240614, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0160961164240614\n", - "4504\n", - "5985131.60196637\n", - "{'n': 56, 'm': 146, 'k_avg': 5.214285714285714, 'intersection_count': 46, 'streets_per_node_avg': 2.7142857142857144, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 42, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17857142857142858, 2: 0.0, 3: 0.75, 4: 0.07142857142857142}, 'edge_length_total': 32357.801999999992, 'edge_length_avg': 221.62878082191776, 'street_length_total': 16178.901000000002, 'street_length_avg': 221.62878082191784, 'street_segments_count': 73, 'node_density_km': 9.356519409130723, 'intersection_density_km': 7.685712371785951, 'edge_density_km': 5406.364329460873, 'street_density_km': 2703.1821647304373, 'circuity_avg': 1.0526549193372459, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0526549193372459\n", - "4505\n", - "6982673.323120102\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 92, 'm': 232, 'k_avg': 5.043478260869565, 'intersection_count': 73, 'streets_per_node_avg': 2.641304347826087, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 68, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20652173913043478, 2: 0.0, 3: 0.7391304347826086, 4: 0.05434782608695652}, 'edge_length_total': 46919.87200000003, 'edge_length_avg': 202.24082758620705, 'street_length_total': 23459.935999999994, 'street_length_avg': 202.24082758620685, 'street_segments_count': 116, 'node_density_km': 13.175469586323306, 'intersection_density_km': 10.454448693495667, 'edge_density_km': 6719.47115793677, 'street_density_km': 3359.735578968382, 'circuity_avg': 1.0963925585297427, 'self_loop_proportion': 0.008620689655172414, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0963925585297427\n", - "4506\n", - "25937770.716474656\n", - "error with entry 4506\n", - "4507\n", - "27934654.441956285\n", - "{'n': 369, 'm': 996, 'k_avg': 5.3983739837398375, 'intersection_count': 277, 'streets_per_node_avg': 2.7886178861788617, 'streets_per_node_counts': {0: 0, 1: 92, 2: 0, 3: 171, 4: 106}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24932249322493225, 2: 0.0, 3: 0.4634146341463415, 4: 0.2872628726287263}, 'edge_length_total': 214194.10199999972, 'edge_length_avg': 215.05431927710816, 'street_length_total': 107097.05100000012, 'street_length_avg': 215.05431927710868, 'street_segments_count': 498, 'node_density_km': 13.209399127049256, 'intersection_density_km': 9.915998802690092, 'edge_density_km': 7667.683967419772, 'street_density_km': 3833.841983709895, 'circuity_avg': 1.0179047544400663, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0179047544400663\n", - "4508\n", - "5992249.038753035\n", - "{'n': 61, 'm': 152, 'k_avg': 4.983606557377049, 'intersection_count': 48, 'streets_per_node_avg': 2.639344262295082, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 44, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21311475409836064, 2: 0.0, 3: 0.7213114754098361, 4: 0.06557377049180328}, 'edge_length_total': 34848.90999999998, 'edge_length_avg': 229.26914473684198, 'street_length_total': 17424.455, 'street_length_avg': 229.26914473684212, 'street_segments_count': 76, 'node_density_km': 10.179817228139417, 'intersection_density_km': 8.01034798279823, 'edge_density_km': 5815.664498358686, 'street_density_km': 2907.8322491793447, 'circuity_avg': 1.0420634694934368, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0420634694934368\n", - "4509\n", - "997848.9197593407\n", - "error with entry 4509\n", - "4510\n", - "58895864.86681349\n", - "{'n': 506, 'm': 1295, 'k_avg': 5.118577075098814, 'intersection_count': 399, 'streets_per_node_avg': 2.683794466403162, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 345, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21146245059288538, 2: 0.0, 3: 0.6818181818181818, 4: 0.1067193675889328}, 'edge_length_total': 311186.25699999934, 'edge_length_avg': 240.29826795366745, 'street_length_total': 165205.61200000005, 'street_length_avg': 246.9441136023917, 'street_segments_count': 669, 'node_density_km': 8.591435088766644, 'intersection_density_km': 6.774669170786345, 'edge_density_km': 5283.6690267425865, 'street_density_km': 2805.046031221281, 'circuity_avg': 1.0631621589862859, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0631621589862859\n", - "4511\n", - "3990240.2482982674\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 3, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 4807.48, 'edge_length_avg': 801.2466666666666, 'street_length_total': 2403.74, 'street_length_avg': 801.2466666666666, 'street_segments_count': 3, 'node_density_km': 1.002445905783717, 'intersection_density_km': 0.7518344293377877, 'edge_density_km': 1204.8096607842758, 'street_density_km': 602.4048303921379, 'circuity_avg': 1.0036059975512688, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0036059975512688\n", - "4512\n", - "2992789.9382863203\n", - "{'n': 11, 'm': 28, 'k_avg': 5.090909090909091, 'intersection_count': 10, 'streets_per_node_avg': 2.909090909090909, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 9, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09090909090909091, 2: 0.0, 3: 0.8181818181818182, 4: 0.09090909090909091}, 'edge_length_total': 7047.961999999999, 'edge_length_avg': 251.71292857142853, 'street_length_total': 3523.9810000000007, 'street_length_avg': 251.71292857142862, 'street_segments_count': 14, 'node_density_km': 3.675500194410113, 'intersection_density_km': 3.3413638131001027, 'edge_density_km': 2354.980518290462, 'street_density_km': 1177.4902591452314, 'circuity_avg': 1.1624226675850464, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1624226675850464\n", - "4513\n", - "19953246.891360786\n", - "{'n': 1022, 'm': 2982, 'k_avg': 5.835616438356165, 'intersection_count': 951, 'streets_per_node_avg': 3.080234833659491, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 736, 4: 206, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06947162426614481, 2: 0.0, 3: 0.7201565557729941, 4: 0.20156555772994128, 5: 0.008806262230919765}, 'edge_length_total': 274465.1200000007, 'edge_length_avg': 92.04061703554684, 'street_length_total': 144503.51799999995, 'street_length_avg': 92.9881068211068, 'street_segments_count': 1554, 'node_density_km': 51.219734089618186, 'intersection_density_km': 47.66141596793238, 'edge_density_km': 13755.411412206635, 'street_density_km': 7242.105447137331, 'circuity_avg': 1.051064942510879, 'self_loop_proportion': 0.00033534540576794097, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051064942510879\n", - "4514\n", - "9975652.829239944\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 6787.346000000001, 'edge_length_avg': 3393.6730000000007, 'street_length_total': 3393.6730000000007, 'street_length_avg': 3393.6730000000007, 'street_segments_count': 1, 'node_density_km': 0.20048813187822034, 'intersection_density_km': 0.10024406593911017, 'edge_density_km': 680.3911599755559, 'street_density_km': 340.19557998777793, 'circuity_avg': 1.0067512590022165, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0067512590022165\n", - "4515\n", - "2994708.406372349\n", - "{'n': 168, 'm': 494, 'k_avg': 5.880952380952381, 'intersection_count': 164, 'streets_per_node_avg': 3.2202380952380953, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 119, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.023809523809523808, 2: 0.0, 3: 0.7083333333333334, 4: 0.26785714285714285}, 'edge_length_total': 50044.54999999999, 'edge_length_avg': 101.30475708502021, 'street_length_total': 27420.414999999986, 'street_length_avg': 105.46313461538456, 'street_segments_count': 260, 'node_density_km': 56.09895095045578, 'intersection_density_km': 54.763261642111594, 'edge_density_km': 16710.992593973995, 'street_density_km': 9156.288786465126, 'circuity_avg': 1.0368309331907355, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0368309331907355\n", - "4516\n", - "7987265.2414599955\n", - "{'n': 110, 'm': 267, 'k_avg': 4.8545454545454545, 'intersection_count': 99, 'streets_per_node_avg': 3.109090909090909, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 65, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1, 2: 0.0, 3: 0.5909090909090909, 4: 0.3090909090909091}, 'edge_length_total': 41844.501000000004, 'edge_length_avg': 156.7209775280899, 'street_length_total': 29245.212000000007, 'street_length_avg': 175.1210299401198, 'street_segments_count': 167, 'node_density_km': 13.771922763878697, 'intersection_density_km': 12.394730487490827, 'edge_density_km': 5238.902144227682, 'street_density_km': 3661.4800079750776, 'circuity_avg': 1.1724041028368866, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1724041028368866\n", - "4517\n", - "10977258.63210574\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 333, 'm': 824, 'k_avg': 4.948948948948949, 'intersection_count': 256, 'streets_per_node_avg': 2.6336336336336337, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 224, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23123123123123124, 2: 0.0, 3: 0.6726726726726727, 4: 0.0960960960960961}, 'edge_length_total': 120796.47800000006, 'edge_length_avg': 146.59766747572823, 'street_length_total': 60398.23899999999, 'street_length_avg': 146.59766747572812, 'street_segments_count': 412, 'node_density_km': 30.335442678380392, 'intersection_density_km': 23.320940917914054, 'edge_density_km': 11004.248150508229, 'street_density_km': 5502.12407525411, 'circuity_avg': 1.032696738203719, 'self_loop_proportion': 0.0024271844660194173, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.032696738203719\n", - "4518\n", - "5986627.467854722\n", - "{'n': 155, 'm': 466, 'k_avg': 6.012903225806451, 'intersection_count': 142, 'streets_per_node_avg': 3.206451612903226, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 84, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08387096774193549, 2: 0.0, 3: 0.5419354838709678, 4: 0.3741935483870968}, 'edge_length_total': 84809.0779999998, 'edge_length_avg': 181.99372961373348, 'street_length_total': 42404.539, 'street_length_avg': 181.9937296137339, 'street_segments_count': 233, 'node_density_km': 25.89103812326299, 'intersection_density_km': 23.719531700021577, 'edge_density_km': 14166.419817398577, 'street_density_km': 7083.209908699305, 'circuity_avg': 1.0168494858600368, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0168494858600368\n", - "4519\n", - "9975851.847336302\n", - "{'n': 156, 'm': 426, 'k_avg': 5.461538461538462, 'intersection_count': 129, 'streets_per_node_avg': 2.871794871794872, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 95, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17307692307692307, 2: 0.0, 3: 0.6089743589743589, 4: 0.21794871794871795}, 'edge_length_total': 75838.96199999994, 'edge_length_avg': 178.02573239436606, 'street_length_total': 37919.48100000003, 'street_length_avg': 178.02573239436634, 'street_segments_count': 213, 'node_density_km': 15.637762307151172, 'intersection_density_km': 12.931226523221161, 'edge_density_km': 7602.2542395965975, 'street_density_km': 3801.1271197983046, 'circuity_avg': 1.012743645354472, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.012743645354472\n", - "4520\n", - "5993443.405585704\n", - "{'n': 63, 'm': 158, 'k_avg': 5.015873015873016, 'intersection_count': 51, 'streets_per_node_avg': 2.6984126984126986, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 46, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19047619047619047, 2: 0.0, 3: 0.7301587301587301, 4: 0.07936507936507936}, 'edge_length_total': 44048.39999999999, 'edge_length_avg': 278.7873417721518, 'street_length_total': 22024.200000000008, 'street_length_avg': 278.787341772152, 'street_segments_count': 79, 'node_density_km': 10.511486592379589, 'intersection_density_km': 8.509298670021572, 'edge_density_km': 7349.431206599571, 'street_density_km': 3674.7156032997877, 'circuity_avg': 1.1140182604304443, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1140182604304443\n", - "4521\n", - "5984901.92364117\n", - "{'n': 252, 'm': 692, 'k_avg': 5.492063492063492, 'intersection_count': 241, 'streets_per_node_avg': 3.0833333333333335, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 200, 4: 39, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04365079365079365, 2: 0.0, 3: 0.7936507936507936, 4: 0.15476190476190477, 5: 0.007936507936507936}, 'edge_length_total': 86737.616, 'edge_length_avg': 125.34337572254334, 'street_length_total': 45816.00700000002, 'street_length_avg': 123.827045945946, 'street_segments_count': 370, 'node_density_km': 42.10595314930158, 'intersection_density_km': 40.26799487691143, 'edge_density_km': 14492.738077690914, 'street_density_km': 7655.264461230452, 'circuity_avg': 1.0157575348280863, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0157575348280863\n", - "4522\n", - "7979709.337929934\n", - "{'n': 795, 'm': 2394, 'k_avg': 6.022641509433963, 'intersection_count': 740, 'streets_per_node_avg': 3.1823899371069184, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 490, 4: 245, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06918238993710692, 2: 0.0, 3: 0.6163522012578616, 4: 0.3081761006289308, 5: 0.006289308176100629}, 'edge_length_total': 137081.87900000048, 'edge_length_avg': 57.26060108604865, 'street_length_total': 74265.79000000001, 'street_length_avg': 59.0348092209857, 'street_segments_count': 1258, 'node_density_km': 99.62768897121707, 'intersection_density_km': 92.73520734427753, 'edge_density_km': 17178.806043524604, 'street_density_km': 9306.828965184559, 'circuity_avg': 1.0137652273391857, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0137652273391857\n", - "4523\n", - "13968355.274880597\n", - "{'n': 176, 'm': 418, 'k_avg': 4.75, 'intersection_count': 140, 'streets_per_node_avg': 2.7386363636363638, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 116, 4: 23, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20454545454545456, 2: 0.0, 3: 0.6590909090909091, 4: 0.13068181818181818, 5: 0.0, 6: 0.005681818181818182}, 'edge_length_total': 86927.98299999995, 'edge_length_avg': 207.9616818181817, 'street_length_total': 48133.035, 'street_length_avg': 205.69673076923078, 'street_segments_count': 234, 'node_density_km': 12.599908617480699, 'intersection_density_km': 10.022654582086918, 'edge_density_km': 6223.208193760881, 'street_density_km': 3445.8627413750005, 'circuity_avg': 1.2228248330109723, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2228248330109723\n", - "4524\n", - "53870559.33964279\n", - "{'n': 1338, 'm': 3331, 'k_avg': 4.9790732436472345, 'intersection_count': 1047, 'streets_per_node_avg': 2.710014947683109, 'streets_per_node_counts': {0: 0, 1: 291, 2: 1, 3: 851, 4: 195}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21748878923766815, 2: 0.0007473841554559044, 3: 0.6360239162929746, 4: 0.14573991031390135}, 'edge_length_total': 587009.4709999993, 'edge_length_avg': 176.22619963974762, 'street_length_total': 307299.787, 'street_length_avg': 174.40396538024973, 'street_segments_count': 1762, 'node_density_km': 24.837314043171247, 'intersection_density_km': 19.4354766840062, 'edge_density_km': 10896.6656035447, 'street_density_km': 5704.4105494160185, 'circuity_avg': 1.0377911148716652, 'self_loop_proportion': 0.0006004202942059442, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0377911148716652\n", - "4525\n", - "3994991.666473244\n", - "{'n': 35, 'm': 94, 'k_avg': 5.371428571428571, 'intersection_count': 26, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 15, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2571428571428571, 2: 0.0, 3: 0.42857142857142855, 4: 0.3142857142857143}, 'edge_length_total': 27298.230000000003, 'edge_length_avg': 290.4067021276596, 'street_length_total': 13649.115, 'street_length_avg': 290.40670212765957, 'street_segments_count': 47, 'node_density_km': 8.760969464273701, 'intersection_density_km': 6.508148744889036, 'edge_density_km': 6833.113127392009, 'street_density_km': 3416.556563696004, 'circuity_avg': 1.0052403647906734, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0052403647906734\n", - "4526\n", - "3993831.8795380737\n", - "{'n': 426, 'm': 1312, 'k_avg': 6.15962441314554, 'intersection_count': 415, 'streets_per_node_avg': 3.3826291079812205, 'streets_per_node_counts': {0: 0, 1: 11, 2: 1, 3: 243, 4: 158, 5: 11, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.025821596244131457, 2: 0.002347417840375587, 3: 0.5704225352112676, 4: 0.37089201877934275, 5: 0.025821596244131457, 6: 0.004694835680751174}, 'edge_length_total': 111600.80199999992, 'edge_length_avg': 85.06158689024385, 'street_length_total': 60839.33000000006, 'street_length_avg': 87.03766809728192, 'street_segments_count': 699, 'node_density_km': 106.66447984016571, 'intersection_density_km': 103.91023270814266, 'edge_density_km': 27943.289894543, 'street_density_km': 15233.322742427688, 'circuity_avg': 1.0130800167200562, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0130800167200562\n", - "4527\n", - "6991724.553013076\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 118, 'm': 291, 'k_avg': 4.932203389830509, 'intersection_count': 96, 'streets_per_node_avg': 2.805084745762712, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 75, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1864406779661017, 2: 0.0, 3: 0.635593220338983, 4: 0.17796610169491525}, 'edge_length_total': 38680.303, 'edge_length_avg': 132.9220034364261, 'street_length_total': 21280.846000000005, 'street_length_avg': 133.00528750000004, 'street_segments_count': 160, 'node_density_km': 16.87709507222335, 'intersection_density_km': 13.730518024859677, 'edge_density_km': 5532.297891130561, 'street_density_km': 3043.719162367323, 'circuity_avg': 1.1014679562017762, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1014679562017762\n", - "4528\n", - "6982711.850827386\n", - "{'n': 102, 'm': 264, 'k_avg': 5.176470588235294, 'intersection_count': 82, 'streets_per_node_avg': 2.7058823529411766, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 72, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19607843137254902, 2: 0.0, 3: 0.7058823529411765, 4: 0.09803921568627451}, 'edge_length_total': 55561.146, 'edge_length_avg': 210.45888636363637, 'street_length_total': 27780.573000000004, 'street_length_avg': 210.4588863636364, 'street_segments_count': 132, 'node_density_km': 14.607505247107392, 'intersection_density_km': 11.743288531988295, 'edge_density_km': 7956.958154218626, 'street_density_km': 3978.4790771093135, 'circuity_avg': 1.0261216229774446, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0261216229774446\n", - "4529\n", - "4988094.553175405\n", - "{'n': 5, 'm': 10, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.8}, 'edge_length_total': 4346.756, 'edge_length_avg': 434.67560000000003, 'street_length_total': 2173.378, 'street_length_avg': 434.67560000000003, 'street_segments_count': 5, 'node_density_km': 1.002386772483496, 'intersection_density_km': 0.8019094179867968, 'edge_density_km': 871.4261435226543, 'street_density_km': 435.71307176132717, 'circuity_avg': 1.0246876979814608, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0246876979814608\n", - "4530\n", - "997475.2024344654\n", - "error with entry 4530\n", - "4531\n", - "3993165.3615221786\n", - "{'n': 368, 'm': 1062, 'k_avg': 5.771739130434782, 'intersection_count': 361, 'streets_per_node_avg': 3.1875, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 282, 4: 75, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.019021739130434784, 2: 0.0, 3: 0.7663043478260869, 4: 0.20380434782608695, 5: 0.010869565217391304}, 'edge_length_total': 86832.36499999982, 'edge_length_avg': 81.76305555555538, 'street_length_total': 47062.405999999944, 'street_length_avg': 82.56562456140341, 'street_segments_count': 570, 'node_density_km': 92.15746574034186, 'intersection_density_km': 90.40447046810709, 'edge_density_km': 21745.24647456615, 'street_density_km': 11785.739316856125, 'circuity_avg': 1.023464116845856, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023464116845856\n", - "4532\n", - "2995846.8574539125\n", - "{'n': 186, 'm': 561, 'k_avg': 6.032258064516129, 'intersection_count': 174, 'streets_per_node_avg': 3.161290322580645, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 124, 4: 46, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06451612903225806, 2: 0.0, 3: 0.6666666666666666, 4: 0.24731182795698925, 5: 0.021505376344086023}, 'edge_length_total': 52248.95900000014, 'edge_length_avg': 93.13539928698778, 'street_length_total': 27373.45300000001, 'street_length_avg': 95.37788501742163, 'street_segments_count': 287, 'node_density_km': 62.08595060098508, 'intersection_density_km': 58.08040540092153, 'edge_density_km': 17440.46391089733, 'street_density_km': 9137.13360610961, 'circuity_avg': 1.0265154234053488, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0265154234053488\n", - "4533\n", - "13964503.432064781\n", - "{'n': 1019, 'm': 3099, 'k_avg': 6.08243375858685, 'intersection_count': 986, 'streets_per_node_avg': 3.2512266928361138, 'streets_per_node_counts': {0: 0, 1: 33, 2: 1, 3: 668, 4: 312, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0323846908734053, 2: 0.0009813542688910696, 3: 0.6555446516192346, 4: 0.30618253189401373, 5: 0.003925417075564278, 6: 0.0009813542688910696}, 'edge_length_total': 313443.25299999985, 'edge_length_avg': 101.14335366247171, 'street_length_total': 163585.51799999978, 'street_length_avg': 101.47984987593038, 'street_segments_count': 1612, 'node_density_km': 72.97072931789394, 'intersection_density_km': 70.60759480612701, 'edge_density_km': 22445.714201357347, 'street_density_km': 11714.38130942635, 'circuity_avg': 1.0110330951261708, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0110330951261708\n", - "4534\n", - "3994266.9874568456\n", - "{'n': 108, 'm': 267, 'k_avg': 4.944444444444445, 'intersection_count': 93, 'streets_per_node_avg': 2.9074074074074074, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 73, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1388888888888889, 2: 0.0, 3: 0.6759259259259259, 4: 0.18518518518518517}, 'edge_length_total': 34353.748999999996, 'edge_length_avg': 128.6657265917603, 'street_length_total': 20172.116, 'street_length_avg': 136.29808108108108, 'street_segments_count': 148, 'node_density_km': 27.03875337806693, 'intersection_density_km': 23.283370964446522, 'edge_density_km': 8600.764322435309, 'street_density_km': 5050.267311460722, 'circuity_avg': 1.038542554606304, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038542554606304\n", - "4535\n", - "1996228.613134803\n", - "{'n': 41, 'm': 100, 'k_avg': 4.878048780487805, 'intersection_count': 35, 'streets_per_node_avg': 2.731707317073171, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 34, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14634146341463414, 2: 0.0, 3: 0.8292682926829268, 4: 0.024390243902439025}, 'edge_length_total': 22714.05, 'edge_length_avg': 227.1405, 'street_length_total': 11357.025000000001, 'street_length_avg': 227.14050000000003, 'street_segments_count': 50, 'node_density_km': 20.53872974779934, 'intersection_density_km': 17.533061979828705, 'edge_density_km': 11378.481327512234, 'street_density_km': 5689.240663756118, 'circuity_avg': 1.4054277138493734, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4054277138493734\n", - "4536\n", - "18957902.364253722\n", - "{'n': 282, 'm': 792, 'k_avg': 5.617021276595745, 'intersection_count': 235, 'streets_per_node_avg': 2.978723404255319, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 147, 4: 88}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.5212765957446809, 4: 0.3120567375886525}, 'edge_length_total': 156547.36199999996, 'edge_length_avg': 197.66081060606055, 'street_length_total': 78273.681, 'street_length_avg': 197.6608106060606, 'street_segments_count': 396, 'node_density_km': 14.875063421137147, 'intersection_density_km': 12.395886184280956, 'edge_density_km': 8257.63098638906, 'street_density_km': 4128.815493194531, 'circuity_avg': 1.028875837227972, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028875837227972\n", - "4537\n", - "5992609.157196987\n", - "{'n': 13, 'm': 30, 'k_avg': 4.615384615384615, 'intersection_count': 9, 'streets_per_node_avg': 2.5384615384615383, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 7, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3076923076923077, 2: 0.0, 3: 0.5384615384615384, 4: 0.15384615384615385}, 'edge_length_total': 12295.811999999998, 'edge_length_avg': 409.8603999999999, 'street_length_total': 6147.905999999999, 'street_length_avg': 409.8603999999999, 'street_segments_count': 15, 'node_density_km': 2.1693388737670793, 'intersection_density_km': 1.5018499895310549, 'edge_density_km': 2051.82945816398, 'street_density_km': 1025.91472908199, 'circuity_avg': 1.0832549306414645, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0832549306414645\n", - "4538\n", - "3991338.63515249\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 4538\n", - "4539\n", - "2995655.365897043\n", - "{'n': 238, 'm': 739, 'k_avg': 6.2100840336134455, 'intersection_count': 227, 'streets_per_node_avg': 3.2941176470588234, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 139, 4: 84, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.046218487394957986, 2: 0.0, 3: 0.5840336134453782, 4: 0.35294117647058826, 5: 0.01680672268907563}, 'edge_length_total': 53875.29999999994, 'edge_length_avg': 72.90297699594038, 'street_length_total': 27489.68199999999, 'street_length_avg': 72.3412684210526, 'street_segments_count': 380, 'node_density_km': 79.44839139689601, 'intersection_density_km': 75.77640692056889, 'edge_density_km': 17984.47865976969, 'street_density_km': 9176.516869379018, 'circuity_avg': 1.0276008743104676, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0276008743104676\n", - "4540\n", - "19951226.988096356\n", - "{'n': 1110, 'm': 2844, 'k_avg': 5.124324324324324, 'intersection_count': 928, 'streets_per_node_avg': 2.7693693693693695, 'streets_per_node_counts': {0: 0, 1: 182, 2: 0, 3: 822, 4: 104, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16396396396396395, 2: 0.0, 3: 0.7405405405405405, 4: 0.0936936936936937, 5: 0.0018018018018018018}, 'edge_length_total': 353887.726, 'edge_length_avg': 124.43309634317863, 'street_length_total': 190905.17899999974, 'street_length_avg': 126.84729501661113, 'street_segments_count': 1505, 'node_density_km': 55.63567597432816, 'intersection_density_km': 46.51343000376264, 'edge_density_km': 17737.642211736784, 'street_density_km': 9568.593406004597, 'circuity_avg': 1.0673021279518455, 'self_loop_proportion': 0.0007032348804500703, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673021279518455\n", - "4541\n", - "997525.0960481128\n", - "{'n': 22, 'm': 60, 'k_avg': 5.454545454545454, 'intersection_count': 21, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 19, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.045454545454545456, 2: 0.0, 3: 0.8636363636363636, 4: 0.09090909090909091}, 'edge_length_total': 9824.139999999998, 'edge_length_avg': 163.73566666666662, 'street_length_total': 4912.070000000001, 'street_length_avg': 163.73566666666667, 'street_segments_count': 30, 'node_density_km': 22.054582974560965, 'intersection_density_km': 21.05210193026274, 'edge_density_km': 9848.514126531969, 'street_density_km': 4924.257063265986, 'circuity_avg': 1.1709123949304903, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1709123949304903\n", - "4542\n", - "22941818.359171927\n", - "{'n': 73, 'm': 192, 'k_avg': 5.260273972602739, 'intersection_count': 63, 'streets_per_node_avg': 2.8493150684931505, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 54, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.136986301369863, 2: 0.0, 3: 0.7397260273972602, 4: 0.1232876712328767}, 'edge_length_total': 67467.59000000003, 'edge_length_avg': 351.3936979166668, 'street_length_total': 33733.795, 'street_length_avg': 351.39369791666667, 'street_segments_count': 96, 'node_density_km': 3.1819622515150496, 'intersection_density_km': 2.746077011581481, 'edge_density_km': 2940.8126654889634, 'street_density_km': 1470.406332744481, 'circuity_avg': 1.06619995915759, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06619995915759\n", - "4543\n", - "998662.536451742\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 536.272, 'edge_length_avg': 134.068, 'street_length_total': 268.136, 'street_length_avg': 134.068, 'street_segments_count': 2, 'node_density_km': 3.0040177642580144, 'intersection_density_km': 3.0040177642580144, 'edge_density_km': 536.9902048247246, 'street_density_km': 268.4951024123623, 'circuity_avg': 1.0937527852765623, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0937527852765623\n", - "4544\n", - "4988569.136239764\n", - "{'n': 68, 'm': 192, 'k_avg': 5.647058823529412, 'intersection_count': 62, 'streets_per_node_avg': 2.9411764705882355, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 54, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08823529411764706, 2: 0.0, 3: 0.7941176470588235, 4: 0.11764705882352941}, 'edge_length_total': 19405.218000000004, 'edge_length_avg': 101.06884375000003, 'street_length_total': 9702.608999999999, 'street_length_avg': 101.06884374999998, 'street_segments_count': 96, 'node_density_km': 13.631163193872538, 'intersection_density_km': 12.42841350029555, 'edge_density_km': 3889.9366672157785, 'street_density_km': 1944.9683336078886, 'circuity_avg': 1.0518959395171725, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0518959395171725\n", - "4545\n", - "30921916.081936743\n", - "error with entry 4545\n", - "4546\n", - "5988791.815265549\n", - "{'n': 47, 'm': 110, 'k_avg': 4.680851063829787, 'intersection_count': 36, 'streets_per_node_avg': 2.5319148936170213, 'streets_per_node_counts': {0: 0, 1: 11, 2: 2, 3: 32, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23404255319148937, 2: 0.0425531914893617, 3: 0.6808510638297872, 4: 0.0425531914893617}, 'edge_length_total': 22001.432999999997, 'edge_length_avg': 200.01302727272724, 'street_length_total': 11115.498999999998, 'street_length_avg': 198.49105357142852, 'street_segments_count': 56, 'node_density_km': 7.847993627061149, 'intersection_density_km': 6.011229161153221, 'edge_density_km': 3673.7682121321877, 'street_density_km': 1856.0503258213735, 'circuity_avg': 1.100707256511904, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.100707256511904\n", - "4547\n", - "5993860.493015163\n", - "{'n': 552, 'm': 1559, 'k_avg': 5.648550724637682, 'intersection_count': 479, 'streets_per_node_avg': 2.9619565217391304, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 358, 4: 117, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1322463768115942, 2: 0.0, 3: 0.6485507246376812, 4: 0.21195652173913043, 5: 0.007246376811594203}, 'edge_length_total': 118984.52999999996, 'edge_length_avg': 76.32105837075045, 'street_length_total': 61254.313999999904, 'street_length_avg': 75.90373482032206, 'street_segments_count': 807, 'node_density_km': 92.09423553372042, 'intersection_density_km': 79.91510655915232, 'edge_density_km': 19851.067628059816, 'street_density_km': 10219.50945828344, 'circuity_avg': 1.0431001253596086, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0431001253596086\n", - "4548\n", - "158635879.97308567\n", - "error with entry 4548\n", - "4549\n", - "11969449.505160997\n", - "{'n': 133, 'm': 314, 'k_avg': 4.7218045112781954, 'intersection_count': 95, 'streets_per_node_avg': 2.526315789473684, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 82, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.6165413533834586, 4: 0.09774436090225563}, 'edge_length_total': 49538.85200000004, 'edge_length_avg': 157.7670445859874, 'street_length_total': 24769.425999999985, 'street_length_avg': 157.76704458598718, 'street_segments_count': 157, 'node_density_km': 11.111622129543465, 'intersection_density_km': 7.936872949673903, 'edge_density_km': 4138.7744673336765, 'street_density_km': 2069.387233666835, 'circuity_avg': 1.0570329395185145, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0570329395185145\n", - "4550\n", - "7980992.440222438\n", - "error with entry 4550\n", - "4551\n", - "5994646.752540084\n", - "{'n': 61, 'm': 138, 'k_avg': 4.524590163934426, 'intersection_count': 42, 'streets_per_node_avg': 2.442622950819672, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 38, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3114754098360656, 2: 0.0, 3: 0.6229508196721312, 4: 0.06557377049180328}, 'edge_length_total': 36145.225999999995, 'edge_length_avg': 261.92192753623186, 'street_length_total': 18072.613000000005, 'street_length_avg': 261.921927536232, 'street_segments_count': 69, 'node_density_km': 10.175745547334003, 'intersection_density_km': 7.006251032590625, 'edge_density_km': 6029.583975850511, 'street_density_km': 3014.7919879252568, 'circuity_avg': 1.0320151825689083, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0320151825689083\n", - "4552\n", - "10979417.633179652\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 65, 'm': 144, 'k_avg': 4.430769230769231, 'intersection_count': 49, 'streets_per_node_avg': 2.5538461538461537, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 46, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24615384615384617, 2: 0.0, 3: 0.7076923076923077, 4: 0.046153846153846156}, 'edge_length_total': 35232.699, 'edge_length_avg': 244.67152083333335, 'street_length_total': 21333.820000000007, 'street_length_avg': 273.51051282051293, 'street_segments_count': 78, 'node_density_km': 5.9201682795607375, 'intersection_density_km': 4.462896087668864, 'edge_density_km': 3208.97703112479, 'street_density_km': 1943.0739145516693, 'circuity_avg': 1.045138126001627, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045138126001627\n", - "4553\n", - "1995724.7893491937\n", - "{'n': 10, 'm': 20, 'k_avg': 4.0, 'intersection_count': 8, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.8}, 'edge_length_total': 4044.0740000000005, 'edge_length_avg': 202.20370000000003, 'street_length_total': 2022.0369999999996, 'street_length_avg': 202.20369999999997, 'street_segments_count': 10, 'node_density_km': 5.010710922351675, 'intersection_density_km': 4.0085687378813395, 'edge_density_km': 2026.368576259843, 'street_density_km': 1013.1842881299211, 'circuity_avg': 1.1818967797877802, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1818967797877802\n", - "4554\n", - "5985720.904959039\n", - "{'n': 90, 'm': 262, 'k_avg': 5.822222222222222, 'intersection_count': 75, 'streets_per_node_avg': 3.022222222222222, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 43, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.4777777777777778, 4: 0.35555555555555557}, 'edge_length_total': 57004.18600000001, 'edge_length_avg': 217.5732290076336, 'street_length_total': 28502.093, 'street_length_avg': 217.57322900763359, 'street_segments_count': 131, 'node_density_km': 15.035782895496675, 'intersection_density_km': 12.529819079580562, 'edge_density_km': 9523.361831450124, 'street_density_km': 4761.680915725062, 'circuity_avg': 1.02950283114697, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.02950283114697\n", - "4555\n", - "9975740.49624801\n", - "{'n': 107, 'm': 268, 'k_avg': 5.009345794392523, 'intersection_count': 77, 'streets_per_node_avg': 2.682242990654206, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 51, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2803738317757009, 2: 0.0, 3: 0.4766355140186916, 4: 0.24299065420560748}, 'edge_length_total': 55862.01000000002, 'edge_length_avg': 208.4403358208956, 'street_length_total': 27931.005000000012, 'street_length_avg': 208.4403358208956, 'street_segments_count': 134, 'node_density_km': 10.72602079417001, 'intersection_density_km': 7.718725244402717, 'edge_density_km': 5599.785802468535, 'street_density_km': 2799.8929012342674, 'circuity_avg': 1.024740100256355, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024740100256355\n", - "4556\n", - "15982544.681054667\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 3, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 12505.948, 'edge_length_avg': 2084.324666666667, 'street_length_total': 6252.974, 'street_length_avg': 2084.324666666667, 'street_segments_count': 3, 'node_density_km': 0.25027303723051725, 'intersection_density_km': 0.18770477792288795, 'edge_density_km': 782.4753973517282, 'street_density_km': 391.2376986758641, 'circuity_avg': 1.07322555679099, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07322555679099\n", - "4557\n", - "98841392.82762884\n", - "{'n': 11626, 'm': 32642, 'k_avg': 5.6153449165663165, 'intersection_count': 10907, 'streets_per_node_avg': 3.062618269396181, 'streets_per_node_counts': {0: 0, 1: 719, 2: 13, 3: 8762, 4: 2087, 5: 43, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06184414243936005, 2: 0.0011181833820746603, 3: 0.753655599518321, 4: 0.17951143987613968, 5: 0.0036986065714777225, 6: 0.0001720282126268708}, 'edge_length_total': 2551529.8640000112, 'edge_length_avg': 78.16708118375134, 'street_length_total': 1432598.677999989, 'street_length_avg': 80.70978467605572, 'street_segments_count': 17750, 'node_density_km': 117.62278603534833, 'intersection_density_km': 110.34850570166388, 'edge_density_km': 25814.385967321068, 'street_density_km': 14493.914310761704, 'circuity_avg': 1.0399157139334376, 'self_loop_proportion': 0.000796519821089394, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0399157139334376\n", - "4558\n", - "6983802.676627829\n", - "{'n': 106, 'm': 278, 'k_avg': 5.245283018867925, 'intersection_count': 76, 'streets_per_node_avg': 2.69811320754717, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 48, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2830188679245283, 2: 0.0, 3: 0.4528301886792453, 4: 0.2641509433962264}, 'edge_length_total': 59817.63600000001, 'edge_length_avg': 215.17135251798567, 'street_length_total': 29908.817999999996, 'street_length_avg': 215.17135251798558, 'street_segments_count': 139, 'node_density_km': 15.177977515708209, 'intersection_density_km': 10.882323501828527, 'edge_density_km': 8565.195606139794, 'street_density_km': 4282.597803069895, 'circuity_avg': 1.0152429528771412, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0152429528771412\n", - "4559\n", - "26936220.309082426\n", - "{'n': 124, 'm': 316, 'k_avg': 5.096774193548387, 'intersection_count': 88, 'streets_per_node_avg': 2.6451612903225805, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 60, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2903225806451613, 2: 0.0, 3: 0.4838709677419355, 4: 0.22580645161290322}, 'edge_length_total': 75783.46800000007, 'edge_length_avg': 239.821101265823, 'street_length_total': 37891.73399999999, 'street_length_avg': 239.8211012658227, 'street_segments_count': 158, 'node_density_km': 4.603466951827289, 'intersection_density_km': 3.2669765464580762, 'edge_density_km': 2813.441051877913, 'street_density_km': 1406.720525938955, 'circuity_avg': 1.0258174506953746, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0258174506953746\n", - "4560\n", - "15986278.70321039\n", - "{'n': 315, 'm': 812, 'k_avg': 5.155555555555556, 'intersection_count': 240, 'streets_per_node_avg': 2.6984126984126986, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 185, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23809523809523808, 2: 0.0, 3: 0.5873015873015873, 4: 0.1746031746031746}, 'edge_length_total': 184205.7970000001, 'edge_length_avg': 226.8544298029558, 'street_length_total': 92205.713, 'street_length_avg': 223.25838498789346, 'street_segments_count': 413, 'node_density_km': 19.704398118415213, 'intersection_density_km': 15.012874756887781, 'edge_density_km': 11522.743999390403, 'street_density_km': 5767.803421410582, 'circuity_avg': 1.0289149483995716, 'self_loop_proportion': 0.0024630541871921183, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0289149483995716\n", - "4561\n", - "5985349.267460568\n", - "{'n': 77, 'm': 186, 'k_avg': 4.8311688311688314, 'intersection_count': 60, 'streets_per_node_avg': 2.675324675324675, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 51, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22077922077922077, 2: 0.0, 3: 0.6623376623376623, 4: 0.11688311688311688}, 'edge_length_total': 33463.72000000002, 'edge_length_avg': 179.9124731182797, 'street_length_total': 16731.859999999993, 'street_length_avg': 179.9124731182795, 'street_segments_count': 93, 'node_density_km': 12.864746326268968, 'intersection_density_km': 10.024477656832962, 'edge_density_km': 5590.938557575243, 'street_density_km': 2795.4692787876184, 'circuity_avg': 1.047771313049024, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047771313049024\n", - "4562\n", - "12982522.976834543\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 480, 'm': 1184, 'k_avg': 4.933333333333334, 'intersection_count': 397, 'streets_per_node_avg': 2.7604166666666665, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 346, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17291666666666666, 2: 0.0, 3: 0.7208333333333333, 4: 0.10625}, 'edge_length_total': 152446.60500000004, 'edge_length_avg': 128.75557854729732, 'street_length_total': 83915.562, 'street_length_avg': 129.69947758887173, 'street_segments_count': 647, 'node_density_km': 36.97278262911542, 'intersection_density_km': 30.579572299497546, 'edge_density_km': 11742.448310857544, 'street_density_km': 6463.732985470954, 'circuity_avg': 1.149714276145899, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.149714276145899\n", - "4563\n", - "11977200.429250585\n", - "{'n': 53, 'm': 132, 'k_avg': 4.981132075471698, 'intersection_count': 35, 'streets_per_node_avg': 2.6037735849056602, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 20, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33962264150943394, 2: 0.0, 3: 0.37735849056603776, 4: 0.2830188679245283}, 'edge_length_total': 42424.24400000003, 'edge_length_avg': 321.3957878787881, 'street_length_total': 21212.121999999996, 'street_length_avg': 321.3957878787878, 'street_segments_count': 66, 'node_density_km': 4.425074149261458, 'intersection_density_km': 2.9222187778141704, 'edge_density_km': 3542.083498610578, 'street_density_km': 1771.0417493052873, 'circuity_avg': 1.0362709391952074, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0362709391952074\n", - "4564\n", - "3990289.6884822804\n", - "{'n': 31, 'm': 64, 'k_avg': 4.129032258064516, 'intersection_count': 20, 'streets_per_node_avg': 2.2903225806451615, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3548387096774194, 2: 0.0, 3: 0.6451612903225806}, 'edge_length_total': 12994.429999999993, 'edge_length_avg': 203.0379687499999, 'street_length_total': 6497.215000000001, 'street_length_avg': 203.03796875000003, 'street_segments_count': 32, 'node_density_km': 7.768859511498513, 'intersection_density_km': 5.012167426773234, 'edge_density_km': 3256.512938774244, 'street_density_km': 1628.2564693871232, 'circuity_avg': 1.0572959426812938, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0572959426812938\n", - "4565\n", - "7984014.832730848\n", - "{'n': 635, 'm': 1864, 'k_avg': 5.870866141732283, 'intersection_count': 571, 'streets_per_node_avg': 3.0976377952755905, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 382, 4: 188, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10078740157480315, 2: 0.0, 3: 0.6015748031496063, 4: 0.29606299212598425, 5: 0.0015748031496062992}, 'edge_length_total': 150674.19200000004, 'edge_length_avg': 80.83379399141633, 'street_length_total': 80494.96899999995, 'street_length_avg': 84.02397599164922, 'street_segments_count': 958, 'node_density_km': 79.53392037760092, 'intersection_density_km': 71.51790320568524, 'edge_density_km': 18871.98297557064, 'street_density_km': 10082.016464950317, 'circuity_avg': 1.027560599829469, 'self_loop_proportion': 0.001072961373390558, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027560599829469\n", - "4566\n", - "998225.0784960354\n", - "error with entry 4566\n", - "4567\n", - "13980594.557495974\n", - "{'n': 792, 'm': 1856, 'k_avg': 4.686868686868687, 'intersection_count': 523, 'streets_per_node_avg': 2.361111111111111, 'streets_per_node_counts': {0: 0, 1: 269, 2: 2, 3: 489, 4: 30, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33964646464646464, 2: 0.0025252525252525255, 3: 0.6174242424242424, 4: 0.03787878787878788, 5: 0.0025252525252525255}, 'edge_length_total': 202710.60199999984, 'edge_length_avg': 109.21907435344819, 'street_length_total': 101501.722, 'street_length_avg': 109.25911948331539, 'street_segments_count': 929, 'node_density_km': 56.64995124083284, 'intersection_density_km': 37.408995579489364, 'edge_density_km': 14499.426413257404, 'street_density_km': 7260.186366364356, 'circuity_avg': 1.1322512401061315, 'self_loop_proportion': 0.005387931034482759, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1322512401061315\n", - "4568\n", - "998273.4208940216\n", - "{'n': 6, 'm': 14, 'k_avg': 4.666666666666667, 'intersection_count': 6, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 2415.952, 'edge_length_avg': 172.568, 'street_length_total': 1207.976, 'street_length_avg': 172.568, 'street_segments_count': 7, 'node_density_km': 6.010377392024114, 'intersection_density_km': 6.010377392024114, 'edge_density_km': 2420.1305468359074, 'street_density_km': 1210.0652734179537, 'circuity_avg': 1.0292108728614837, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0292108728614837\n", - "4569\n", - "12968295.092364477\n", - "{'n': 134, 'm': 320, 'k_avg': 4.776119402985074, 'intersection_count': 86, 'streets_per_node_avg': 2.529850746268657, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 55, 4: 29, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3582089552238806, 2: 0.0, 3: 0.41044776119402987, 4: 0.21641791044776118, 5: 0.014925373134328358}, 'edge_length_total': 86065.87600000009, 'edge_length_avg': 268.9558625000003, 'street_length_total': 43032.938000000024, 'street_length_avg': 268.95586250000014, 'street_segments_count': 160, 'node_density_km': 10.332892569578945, 'intersection_density_km': 6.631557917789472, 'edge_density_km': 6636.637691154506, 'street_density_km': 3318.3188455772515, 'circuity_avg': 1.0231792361008405, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0231792361008405\n", - "4570\n", - "13976538.734678546\n", - "{'n': 9, 'm': 21, 'k_avg': 4.666666666666667, 'intersection_count': 7, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 6, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6666666666666666, 4: 0.1111111111111111}, 'edge_length_total': 21938.957000000006, 'edge_length_avg': 1044.7122380952383, 'street_length_total': 11238.392, 'street_length_avg': 1021.672, 'street_segments_count': 11, 'node_density_km': 0.6439362542364818, 'intersection_density_km': 0.500839308850597, 'edge_density_km': 1569.6988658261384, 'street_density_km': 804.0897831245826, 'circuity_avg': 1.1051618052458516, 'self_loop_proportion': 0.047619047619047616, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1051618052458516\n", - "4571\n", - "13965008.392997803\n", - "{'n': 22, 'm': 48, 'k_avg': 4.363636363636363, 'intersection_count': 17, 'streets_per_node_avg': 2.590909090909091, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 16, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22727272727272727, 2: 0.0, 3: 0.7272727272727273, 4: 0.045454545454545456}, 'edge_length_total': 32128.388000000003, 'edge_length_avg': 669.3414166666668, 'street_length_total': 16064.194000000007, 'street_length_avg': 669.341416666667, 'street_segments_count': 24, 'node_density_km': 1.5753660421021318, 'intersection_density_km': 1.2173283052607382, 'edge_density_km': 2300.6350655764377, 'street_density_km': 1150.3175327882193, 'circuity_avg': 1.0091244405758824, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0091244405758824\n", - "4572\n", - "1995744.4928720829\n", - "{'n': 132, 'm': 354, 'k_avg': 5.363636363636363, 'intersection_count': 110, 'streets_per_node_avg': 2.8484848484848486, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 87, 4: 22, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.6590909090909091, 4: 0.16666666666666666, 5: 0.007575757575757576}, 'edge_length_total': 34629.64100000001, 'edge_length_avg': 97.82384463276838, 'street_length_total': 18121.353, 'street_length_avg': 99.0237868852459, 'street_segments_count': 183, 'node_density_km': 66.14073117648358, 'intersection_density_km': 55.11727598040299, 'edge_density_km': 17351.740728175264, 'street_density_km': 9079.99649490276, 'circuity_avg': 1.0467864184189333, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0467864184189333\n", - "4573\n", - "35916183.83468574\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 4315, 'm': 11253, 'k_avg': 5.215758980301275, 'intersection_count': 3613, 'streets_per_node_avg': 2.8060254924681343, 'streets_per_node_counts': {0: 0, 1: 702, 2: 2, 3: 3052, 4: 550, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1626882966396292, 2: 0.0004634994206257242, 3: 0.7073001158748552, 4: 0.12746234067207415, 5: 0.0018539976825028969, 6: 0.0002317497103128621}, 'edge_length_total': 900209.0790000036, 'edge_length_avg': 79.99725219941381, 'street_length_total': 486420.1029999998, 'street_length_avg': 81.27320016708435, 'street_segments_count': 5985, 'node_density_km': 120.14082620417001, 'intersection_density_km': 100.59531983213587, 'edge_density_km': 25064.162805922453, 'street_density_km': 13543.20117189744, 'circuity_avg': 1.0545833014457875, 'self_loop_proportion': 0.003199146894161557, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0545833014457875\n", - "4574\n", - "6982910.294163406\n", - "{'n': 22, 'm': 44, 'k_avg': 4.0, 'intersection_count': 13, 'streets_per_node_avg': 2.227272727272727, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 12, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4090909090909091, 2: 0.0, 3: 0.5454545454545454, 4: 0.045454545454545456}, 'edge_length_total': 8645.652000000004, 'edge_length_avg': 196.492090909091, 'street_length_total': 4322.825999999999, 'street_length_avg': 196.49209090909088, 'street_segments_count': 22, 'node_density_km': 3.1505488504396904, 'intersection_density_km': 1.861687957077999, 'edge_density_km': 1238.1158622682556, 'street_density_km': 619.0579311341274, 'circuity_avg': 1.0492636906355168, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0492636906355168\n", - "4575\n", - "14977970.984548125\n", - "{'n': 713, 'm': 2017, 'k_avg': 5.657784011220197, 'intersection_count': 683, 'streets_per_node_avg': 3.179523141654979, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 497, 4: 184, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04207573632538569, 2: 0.0, 3: 0.697054698457223, 4: 0.25806451612903225, 5: 0.002805049088359046}, 'edge_length_total': 239121.12999999945, 'edge_length_avg': 118.55286564204236, 'street_length_total': 134813.37100000004, 'street_length_avg': 120.47664968722077, 'street_segments_count': 1119, 'node_density_km': 47.60324350578322, 'intersection_density_km': 45.600301983800755, 'edge_density_km': 15964.854668678847, 'street_density_km': 9000.776616477553, 'circuity_avg': 1.0255390274165088, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0255390274165088\n", - "4576\n", - "9988054.901501238\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 5, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.7142857142857143}, 'edge_length_total': 14348.929999999998, 'edge_length_avg': 1195.7441666666666, 'street_length_total': 7174.465, 'street_length_avg': 1195.7441666666666, 'street_segments_count': 6, 'node_density_km': 0.7008371568870608, 'intersection_density_km': 0.5005979692050434, 'edge_density_km': 1436.6090436530646, 'street_density_km': 718.3045218265324, 'circuity_avg': 1.2037123948654886, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2037123948654886\n", - "4577\n", - "21948745.88679982\n", - "{'n': 413, 'm': 1060, 'k_avg': 5.13317191283293, 'intersection_count': 337, 'streets_per_node_avg': 2.8523002421307506, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 246, 4: 91}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18401937046004843, 2: 0.0, 3: 0.5956416464891041, 4: 0.22033898305084745}, 'edge_length_total': 223710.16099999953, 'edge_length_avg': 211.04732169811277, 'street_length_total': 115898.41499999995, 'street_length_avg': 206.96145535714277, 'street_segments_count': 560, 'node_density_km': 18.816564833819598, 'intersection_density_km': 15.353952418879429, 'edge_density_km': 10192.38922140608, 'street_density_km': 5280.411719090626, 'circuity_avg': 1.0373675392020412, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0373675392020412\n", - "4578\n", - "7986466.897839036\n", - "{'n': 25, 'm': 61, 'k_avg': 4.88, 'intersection_count': 24, 'streets_per_node_avg': 3.12, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 19, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04, 2: 0.0, 3: 0.76, 4: 0.2}, 'edge_length_total': 23757.045000000002, 'edge_length_avg': 389.4597540983607, 'street_length_total': 12498.057, 'street_length_avg': 328.8962368421053, 'street_segments_count': 38, 'node_density_km': 3.130295325804763, 'intersection_density_km': 3.0050835127725724, 'edge_density_km': 2974.662676737337, 'street_density_km': 1564.90437634966, 'circuity_avg': 1.186090991061447, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.186090991061447\n", - "4579\n", - "16958587.30606241\n", - "{'n': 122, 'm': 370, 'k_avg': 6.065573770491803, 'intersection_count': 109, 'streets_per_node_avg': 3.1147540983606556, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 69, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10655737704918032, 2: 0.0, 3: 0.5655737704918032, 4: 0.32786885245901637}, 'edge_length_total': 75099.29199999997, 'edge_length_avg': 202.97105945945938, 'street_length_total': 37549.646000000015, 'street_length_avg': 202.97105945945955, 'street_segments_count': 185, 'node_density_km': 7.193995454821112, 'intersection_density_km': 6.427422168651649, 'edge_density_km': 4428.393158264617, 'street_density_km': 2214.1965791323105, 'circuity_avg': 1.0280967035030173, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0280967035030173\n", - "4580\n", - "22942909.971339967\n", - "{'n': 167, 'm': 432, 'k_avg': 5.173652694610778, 'intersection_count': 135, 'streets_per_node_avg': 2.844311377245509, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 97, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19161676646706588, 2: 0.0, 3: 0.5808383233532934, 4: 0.2275449101796407}, 'edge_length_total': 86946.78200000002, 'edge_length_avg': 201.26569907407412, 'street_length_total': 45206.88800000002, 'street_length_avg': 194.85727586206906, 'street_segments_count': 232, 'node_density_km': 7.278937162226351, 'intersection_density_km': 5.884170759883577, 'edge_density_km': 3789.7015726694212, 'street_density_km': 1970.4077667772733, 'circuity_avg': 1.0618909802332746, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0618909802332746\n", - "4581\n", - "6982750.142467501\n", - "{'n': 44, 'm': 107, 'k_avg': 4.863636363636363, 'intersection_count': 41, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 36, 4: 4, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06818181818181818, 2: 0.0, 3: 0.8181818181818182, 4: 0.09090909090909091, 5: 0.022727272727272728}, 'edge_length_total': 24400.871000000014, 'edge_length_avg': 228.04552336448612, 'street_length_total': 13262.380000000003, 'street_length_avg': 236.82821428571432, 'street_segments_count': 56, 'node_density_km': 6.301242218649926, 'intersection_density_km': 5.87161206737834, 'edge_density_km': 3494.449966296153, 'street_density_km': 1899.3061085404188, 'circuity_avg': 1.147664927755314, 'self_loop_proportion': 0.009345794392523364, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.147664927755314\n", - "4582\n", - "4993377.905831627\n", - "{'n': 85, 'm': 268, 'k_avg': 6.305882352941176, 'intersection_count': 76, 'streets_per_node_avg': 3.4, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 24, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10588235294117647, 2: 0.0, 3: 0.2823529411764706, 4: 0.611764705882353}, 'edge_length_total': 60531.95800000001, 'edge_length_avg': 225.8655149253732, 'street_length_total': 30265.979000000007, 'street_length_avg': 225.8655149253732, 'street_segments_count': 134, 'node_density_km': 17.022544979167485, 'intersection_density_km': 15.220157863726222, 'edge_density_km': 12122.446796847968, 'street_density_km': 6061.223398423984, 'circuity_avg': 1.0093025828064275, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0093025828064275\n", - "4583\n", - "25936002.746547382\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 562, 'm': 1481, 'k_avg': 5.270462633451957, 'intersection_count': 439, 'streets_per_node_avg': 2.7330960854092528, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 344, 4: 94, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2188612099644128, 2: 0.0, 3: 0.6120996441281139, 4: 0.16725978647686832, 5: 0.0017793594306049821}, 'edge_length_total': 289259.57199999964, 'edge_length_avg': 195.31368804861555, 'street_length_total': 144693.86800000002, 'street_length_avg': 195.26837786774632, 'street_segments_count': 741, 'node_density_km': 21.668720715832507, 'intersection_density_km': 16.926278281584466, 'edge_density_km': 11152.820071261987, 'street_density_km': 5578.880809582802, 'circuity_avg': 1.043955925385595, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043955925385595\n", - "4584\n", - "11969805.00325514\n", - "{'n': 104, 'm': 218, 'k_avg': 4.1923076923076925, 'intersection_count': 64, 'streets_per_node_avg': 2.298076923076923, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 57, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38461538461538464, 2: 0.0, 3: 0.5480769230769231, 4: 0.0673076923076923}, 'edge_length_total': 40106.49799999999, 'edge_length_avg': 183.97476146788986, 'street_length_total': 20053.249, 'street_length_avg': 183.97476146788992, 'street_segments_count': 109, 'node_density_km': 8.688529175848531, 'intersection_density_km': 5.346787185137558, 'edge_density_km': 3350.6392116741413, 'street_density_km': 1675.3196058370709, 'circuity_avg': 1.0320661587250815, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0320661587250815\n", - "4585\n", - "6986712.999221187\n", - "{'n': 339, 'm': 953, 'k_avg': 5.622418879056047, 'intersection_count': 310, 'streets_per_node_avg': 3.1415929203539825, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 207, 4: 100, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0855457227138643, 2: 0.0, 3: 0.6106194690265486, 4: 0.2949852507374631, 5: 0.008849557522123894}, 'edge_length_total': 87309.78000000007, 'edge_length_avg': 91.61571878279126, 'street_length_total': 49891.263, 'street_length_avg': 94.4910284090909, 'street_segments_count': 528, 'node_density_km': 48.52067059828971, 'intersection_density_km': 44.36993476539767, 'edge_density_km': 12496.545945100728, 'street_density_km': 7140.877692494511, 'circuity_avg': 1.035148545152991, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035148545152991\n", - "4586\n", - "27970969.264070198\n", - "{'n': 3600, 'm': 9933, 'k_avg': 5.5183333333333335, 'intersection_count': 3113, 'streets_per_node_avg': 2.8855555555555554, 'streets_per_node_counts': {0: 0, 1: 487, 2: 2, 3: 2564, 4: 530, 5: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13527777777777777, 2: 0.0005555555555555556, 3: 0.7122222222222222, 4: 0.14722222222222223, 5: 0.004722222222222222}, 'edge_length_total': 741742.4429999982, 'edge_length_avg': 74.67456387798231, 'street_length_total': 387125.9640000013, 'street_length_avg': 75.2139040217605, 'street_segments_count': 5147, 'node_density_km': 128.7048713261553, 'intersection_density_km': 111.2939623439782, 'edge_density_km': 26518.296023184128, 'street_density_km': 13840.277051009445, 'circuity_avg': 1.0413436442197812, 'self_loop_proportion': 0.0006040471156750226, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0413436442197812\n", - "4587\n", - "4991797.397626715\n", - "{'n': 10, 'm': 22, 'k_avg': 4.4, 'intersection_count': 7, 'streets_per_node_avg': 2.4, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3, 2: 0.0, 3: 0.7}, 'edge_length_total': 9468.179999999998, 'edge_length_avg': 430.3718181818181, 'street_length_total': 4734.089999999999, 'street_length_avg': 430.3718181818181, 'street_segments_count': 11, 'node_density_km': 2.0032864324089696, 'intersection_density_km': 1.4023005026862787, 'edge_density_km': 1896.7476533605955, 'street_density_km': 948.3738266802977, 'circuity_avg': 1.4134298038202568, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4134298038202568\n", - "4588\n", - "57880437.35439962\n", - "{'n': 168, 'm': 401, 'k_avg': 4.773809523809524, 'intersection_count': 129, 'streets_per_node_avg': 2.6547619047619047, 'streets_per_node_counts': {0: 0, 1: 39, 2: 2, 3: 105, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23214285714285715, 2: 0.011904761904761904, 3: 0.625, 4: 0.13095238095238096}, 'edge_length_total': 147429.5260000002, 'edge_length_avg': 367.6546783042399, 'street_length_total': 79330.58600000001, 'street_length_avg': 377.76469523809527, 'street_segments_count': 210, 'node_density_km': 2.9025350822997873, 'intersection_density_km': 2.2287322953373367, 'edge_density_km': 2547.1391153680306, 'street_density_km': 1370.5941009785738, 'circuity_avg': 1.0466196135328563, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0466196135328563\n", - "4589\n", - "30922353.27875196\n", - "{'n': 808, 'm': 1932, 'k_avg': 4.782178217821782, 'intersection_count': 553, 'streets_per_node_avg': 2.4381188118811883, 'streets_per_node_counts': {0: 0, 1: 255, 2: 0, 3: 497, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3155940594059406, 2: 0.0, 3: 0.6150990099009901, 4: 0.06930693069306931}, 'edge_length_total': 307046.3030000002, 'edge_length_avg': 158.92665786749492, 'street_length_total': 153747.90199999954, 'street_length_avg': 158.17685390946454, 'street_segments_count': 972, 'node_density_km': 26.12996471245966, 'intersection_density_km': 17.883503076720537, 'edge_density_km': 9929.590423862874, 'street_density_km': 4972.063433013235, 'circuity_avg': 1.0609674882752136, 'self_loop_proportion': 0.0010351966873706005, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0609674882752136\n", - "4590\n", - "2992619.4544885205\n", - "{'n': 51, 'm': 124, 'k_avg': 4.862745098039215, 'intersection_count': 38, 'streets_per_node_avg': 2.5686274509803924, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 34, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2549019607843137, 2: 0.0, 3: 0.6666666666666666, 4: 0.0784313725490196}, 'edge_length_total': 19607.344000000005, 'edge_length_avg': 158.1237419354839, 'street_length_total': 9803.672000000004, 'street_length_avg': 158.12374193548393, 'street_segments_count': 62, 'node_density_km': 17.04192623739947, 'intersection_density_km': 12.697905823944701, 'edge_density_km': 6551.900199202296, 'street_density_km': 3275.950099601149, 'circuity_avg': 1.0605200585914838, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0605200585914838\n", - "4591\n", - "4995378.575832874\n", - "{'n': 17, 'm': 32, 'k_avg': 3.764705882352941, 'intersection_count': 8, 'streets_per_node_avg': 2.0588235294117645, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 6, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5294117647058824, 2: 0.0, 3: 0.35294117647058826, 4: 0.11764705882352941}, 'edge_length_total': 13595.099999999999, 'edge_length_avg': 424.84687499999995, 'street_length_total': 6797.549999999999, 'street_length_avg': 424.84687499999995, 'street_segments_count': 16, 'node_density_km': 3.403145475749175, 'intersection_density_km': 1.6014802238819648, 'edge_density_km': 2721.535473962212, 'street_density_km': 1360.767736981106, 'circuity_avg': 1.008021597356057, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.008021597356057\n", - "4592\n", - "9981985.087194808\n", - "error with entry 4592\n", - "4593\n", - "7984156.380842144\n", - "error with entry 4593\n", - "4594\n", - "73846758.65976259\n", - "{'n': 2588, 'm': 6100, 'k_avg': 4.714064914992272, 'intersection_count': 1797, 'streets_per_node_avg': 2.437403400309119, 'streets_per_node_counts': {0: 0, 1: 791, 2: 2, 3: 1667, 4: 128}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30564142194744975, 2: 0.0007727975270479134, 3: 0.6441267387944358, 4: 0.04945904173106646}, 'edge_length_total': 968896.039999997, 'edge_length_avg': 158.83541639344213, 'street_length_total': 486843.6200000011, 'street_length_avg': 158.52934549006875, 'street_segments_count': 3071, 'node_density_km': 35.045546303850735, 'intersection_density_km': 24.334175698616605, 'edge_density_km': 13120.359750169053, 'street_density_km': 6592.620026060414, 'circuity_avg': 1.0559859928334334, 'self_loop_proportion': 0.0003278688524590164, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0559859928334334\n", - "4595\n", - "5991010.214055114\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 842, 'm': 2459, 'k_avg': 5.840855106888361, 'intersection_count': 834, 'streets_per_node_avg': 3.2399049881235156, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 619, 4: 212, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.009501187648456057, 2: 0.0, 3: 0.7351543942992874, 4: 0.2517814726840855, 5: 0.0035629453681710215}, 'edge_length_total': 187542.85000000027, 'edge_length_avg': 76.2679341195609, 'street_length_total': 103708.81400000007, 'street_length_avg': 77.74273913043484, 'street_segments_count': 1334, 'node_density_km': 140.5439099443762, 'intersection_density_km': 139.20857588314698, 'edge_density_km': 31304.044443125527, 'street_density_km': 17310.738972985833, 'circuity_avg': 1.0135578865874044, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0135578865874044\n", - "4596\n", - "7985284.048462888\n", - "{'n': 403, 'm': 995, 'k_avg': 4.937965260545906, 'intersection_count': 340, 'streets_per_node_avg': 2.8213399503722085, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 288, 4: 50, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15632754342431762, 2: 0.0, 3: 0.7146401985111662, 4: 0.12406947890818859, 5: 0.004962779156327543}, 'edge_length_total': 101003.54400000001, 'edge_length_avg': 101.51109949748745, 'street_length_total': 59026.70200000002, 'street_length_avg': 105.97253500897669, 'street_segments_count': 557, 'node_density_km': 50.4678352772654, 'intersection_density_km': 42.57832256642738, 'edge_density_km': 12648.7102258363, 'street_density_km': 7391.935169965839, 'circuity_avg': 1.1109809204982328, 'self_loop_proportion': 0.0020100502512562816, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1109809204982328\n", - "4597\n", - "17972949.92671693\n", - "{'n': 1483, 'm': 4196, 'k_avg': 5.658799730276467, 'intersection_count': 1349, 'streets_per_node_avg': 3.043155765340526, 'streets_per_node_counts': {0: 0, 1: 134, 2: 0, 3: 1026, 4: 315, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09035738368172623, 2: 0.0, 3: 0.6918408631153068, 4: 0.21240728253540123, 5: 0.004720161834120027, 6: 0.0006743088334457181}, 'edge_length_total': 356553.3569999991, 'edge_length_avg': 84.97458460438492, 'street_length_total': 195372.04800000004, 'street_length_avg': 87.29760857908849, 'street_segments_count': 2238, 'node_density_km': 82.51288775892647, 'intersection_density_km': 75.05723910100595, 'edge_density_km': 19838.332519358977, 'street_density_km': 10870.338413928252, 'circuity_avg': 1.0273079978354474, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0273079978354474\n", - "4598\n", - "4988847.059147799\n", - "{'n': 243, 'm': 717, 'k_avg': 5.901234567901234, 'intersection_count': 224, 'streets_per_node_avg': 3.0411522633744856, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 177, 4: 46, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07818930041152264, 2: 0.0, 3: 0.7283950617283951, 4: 0.18930041152263374, 5: 0.00411522633744856}, 'edge_length_total': 53294.84499999998, 'edge_length_avg': 74.33032775453275, 'street_length_total': 28274.255999999987, 'street_length_avg': 77.46371506849312, 'street_segments_count': 365, 'node_density_km': 48.70864893611502, 'intersection_density_km': 44.90015375180973, 'edge_density_km': 10682.797922673513, 'street_density_km': 5667.493042937625, 'circuity_avg': 1.0252346233497251, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0252346233497251\n", - "4599\n", - "10980067.963441158\n", - "{'n': 137, 'm': 354, 'k_avg': 5.1678832116788325, 'intersection_count': 112, 'streets_per_node_avg': 2.7226277372262775, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 100, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18248175182481752, 2: 0.0, 3: 0.7299270072992701, 4: 0.08759124087591241}, 'edge_length_total': 56557.921, 'edge_length_avg': 159.7681384180791, 'street_length_total': 28443.140999999992, 'street_length_avg': 155.42699999999996, 'street_segments_count': 183, 'node_density_km': 12.47715409924149, 'intersection_density_km': 10.200301161423699, 'edge_density_km': 5150.962743428659, 'street_density_km': 2590.433965864625, 'circuity_avg': 1.0352859430912533, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0352859430912533\n", - "4600\n", - "4987086.078988537\n", - "{'n': 352, 'm': 1028, 'k_avg': 5.840909090909091, 'intersection_count': 340, 'streets_per_node_avg': 3.0795454545454546, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 290, 4: 48, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03409090909090909, 2: 0.0, 3: 0.8238636363636364, 4: 0.13636363636363635, 5: 0.005681818181818182}, 'edge_length_total': 85793.94400000016, 'edge_length_avg': 83.45714396887175, 'street_length_total': 44349.140999999974, 'street_length_avg': 83.83580529300562, 'street_segments_count': 529, 'node_density_km': 70.58229884642203, 'intersection_density_km': 68.17608411302128, 'edge_density_km': 17203.221007446613, 'street_density_km': 8892.796373988938, 'circuity_avg': 1.089988316389824, 'self_loop_proportion': 0.0019455252918287938, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.089988316389824\n", - "4601\n", - "16960707.289039407\n", - "{'n': 1690, 'm': 4739, 'k_avg': 5.608284023668639, 'intersection_count': 1593, 'streets_per_node_avg': 3.0893491124260355, 'streets_per_node_counts': {0: 0, 1: 97, 2: 2, 3: 1256, 4: 324, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05739644970414201, 2: 0.001183431952662722, 3: 0.7431952662721893, 4: 0.19171597633136095, 5: 0.005917159763313609, 6: 0.000591715976331361}, 'edge_length_total': 408551.1919999983, 'edge_length_avg': 86.21042245199374, 'street_length_total': 222379.2929999996, 'street_length_avg': 86.90085697538085, 'street_segments_count': 2559, 'node_density_km': 99.64207100561991, 'intersection_density_km': 93.9229698887293, 'edge_density_km': 24088.0987471565, 'street_density_km': 13111.439824429299, 'circuity_avg': 1.043451464676499, 'self_loop_proportion': 0.00042202996412745304, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043451464676499\n", - "4602\n", - "8978746.022747906\n", - "{'n': 74, 'm': 206, 'k_avg': 5.5675675675675675, 'intersection_count': 56, 'streets_per_node_avg': 2.918918918918919, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 26, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24324324324324326, 2: 0.0, 3: 0.35135135135135137, 4: 0.40540540540540543}, 'edge_length_total': 73611.26399999998, 'edge_length_avg': 357.3362330097086, 'street_length_total': 36805.632000000005, 'street_length_avg': 357.3362330097088, 'street_segments_count': 103, 'node_density_km': 8.241685399332926, 'intersection_density_km': 6.236951113008701, 'edge_density_km': 8198.39026669245, 'street_density_km': 4099.195133346227, 'circuity_avg': 1.0125684622966244, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0125684622966244\n", - "4603\n", - "13970589.29386983\n", - "{'n': 174, 'm': 398, 'k_avg': 4.574712643678161, 'intersection_count': 126, 'streets_per_node_avg': 2.4885057471264367, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 119, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27586206896551724, 2: 0.0, 3: 0.6839080459770115, 4: 0.040229885057471264}, 'edge_length_total': 90173.15399999986, 'edge_length_avg': 226.56571356783886, 'street_length_total': 45086.577000000005, 'street_length_avg': 226.56571356783923, 'street_segments_count': 199, 'node_density_km': 12.454735898388313, 'intersection_density_km': 9.018946685039813, 'edge_density_km': 6454.498955141931, 'street_density_km': 3227.2494775709706, 'circuity_avg': 1.0413811216588724, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0413811216588724\n", - "4604\n", - "22944391.96725516\n", - "{'n': 731, 'm': 1932, 'k_avg': 5.285909712722298, 'intersection_count': 578, 'streets_per_node_avg': 2.7332421340629276, 'streets_per_node_counts': {0: 0, 1: 153, 2: 0, 3: 467, 4: 111}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20930232558139536, 2: 0.0, 3: 0.6388508891928865, 4: 0.1518467852257182}, 'edge_length_total': 346647.3519999997, 'edge_length_avg': 179.4240952380951, 'street_length_total': 173323.67600000027, 'street_length_avg': 179.4240952380955, 'street_segments_count': 966, 'node_density_km': 31.85963703214444, 'intersection_density_km': 25.191340909137466, 'edge_density_km': 15108.151590798907, 'street_density_km': 7554.075795399472, 'circuity_avg': 1.039750162302754, 'self_loop_proportion': 0.002070393374741201, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039750162302754\n", - "4605\n", - "17984065.21480764\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 19, 'm': 44, 'k_avg': 4.631578947368421, 'intersection_count': 16, 'streets_per_node_avg': 2.6842105263157894, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15789473684210525, 2: 0.0, 3: 0.8421052631578947}, 'edge_length_total': 24771.799999999992, 'edge_length_avg': 562.9954545454543, 'street_length_total': 12385.900000000001, 'street_length_avg': 562.9954545454547, 'street_segments_count': 22, 'node_density_km': 1.0564908308025853, 'intersection_density_km': 0.8896764890969141, 'edge_density_km': 1377.430503288183, 'street_density_km': 688.7152516440918, 'circuity_avg': 1.0702965721367896, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0702965721367896\n", - "4606\n", - "9981796.173842458\n", - "{'n': 10, 'm': 13, 'k_avg': 2.6, 'intersection_count': 8, 'streets_per_node_avg': 2.7, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 7, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.7, 4: 0.1}, 'edge_length_total': 7635.74, 'edge_length_avg': 587.3646153846154, 'street_length_total': 5890.716, 'street_length_avg': 589.0716, 'street_segments_count': 10, 'node_density_km': 1.001823702451994, 'intersection_density_km': 0.8014589619615953, 'edge_density_km': 764.9665317760789, 'street_density_km': 590.1458913213202, 'circuity_avg': 1.0033795259207487, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0033795259207487\n", - "4607\n", - "10978312.91543784\n", - "{'n': 428, 'm': 1300, 'k_avg': 6.074766355140187, 'intersection_count': 400, 'streets_per_node_avg': 3.189252336448598, 'streets_per_node_counts': {0: 0, 1: 28, 2: 1, 3: 263, 4: 134, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06542056074766354, 2: 0.002336448598130841, 3: 0.6144859813084113, 4: 0.3130841121495327, 5: 0.004672897196261682}, 'edge_length_total': 117697.47699999974, 'edge_length_avg': 90.53652076923056, 'street_length_total': 64157.65000000004, 'street_length_avg': 94.76757754800596, 'street_segments_count': 677, 'node_density_km': 38.98595378877761, 'intersection_density_km': 36.43547083063328, 'edge_density_km': 10720.907475181553, 'street_density_km': 5844.035462842451, 'circuity_avg': 1.0125573240379222, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0125573240379222\n", - "4608\n", - "11977613.319885716\n", - "{'n': 6, 'm': 12, 'k_avg': 4.0, 'intersection_count': 5, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.8333333333333334}, 'edge_length_total': 12572.226, 'edge_length_avg': 1047.6855, 'street_length_total': 6286.112999999999, 'street_length_avg': 1047.6854999999998, 'street_segments_count': 6, 'node_density_km': 0.5009345217413689, 'intersection_density_km': 0.41744543478447405, 'edge_density_km': 1049.6436697557338, 'street_density_km': 524.8218348778668, 'circuity_avg': 1.0630387615542845, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630387615542845\n", - "4609\n", - "6986706.028955882\n", - "{'n': 16, 'm': 42, 'k_avg': 5.25, 'intersection_count': 14, 'streets_per_node_avg': 2.875, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 12, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.75, 4: 0.125}, 'edge_length_total': 9130.719999999996, 'edge_length_avg': 217.39809523809512, 'street_length_total': 4565.360000000001, 'street_length_avg': 217.39809523809527, 'street_segments_count': 21, 'node_density_km': 2.2900634338541215, 'intersection_density_km': 2.003805504622356, 'edge_density_km': 1306.8704997975308, 'street_density_km': 653.4352498987658, 'circuity_avg': 1.055704111448936, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055704111448936\n", - "4610\n", - "10972696.746276574\n", - "{'n': 32, 'm': 76, 'k_avg': 4.75, 'intersection_count': 26, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 22, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.6875, 4: 0.125}, 'edge_length_total': 14175.216, 'edge_length_avg': 186.516, 'street_length_total': 7087.608, 'street_length_avg': 186.516, 'street_segments_count': 38, 'node_density_km': 2.9163295714755573, 'intersection_density_km': 2.36951777682389, 'edge_density_km': 1291.8625500891706, 'street_density_km': 645.9312750445853, 'circuity_avg': 1.0835440901533742, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0835440901533742\n", - "4611\n", - "8977012.749467747\n", - "{'n': 702, 'm': 2052, 'k_avg': 5.846153846153846, 'intersection_count': 642, 'streets_per_node_avg': 2.9444444444444446, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 563, 4: 77, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08547008547008547, 2: 0.0, 3: 0.801994301994302, 4: 0.10968660968660969, 5: 0.002849002849002849}, 'edge_length_total': 155367.56200000003, 'edge_length_avg': 75.71518615984407, 'street_length_total': 77683.78099999997, 'street_length_avg': 75.71518615984402, 'street_segments_count': 1026, 'node_density_km': 78.19973298373917, 'intersection_density_km': 71.51599512188112, 'edge_density_km': 17307.267610732968, 'street_density_km': 8653.633805366479, 'circuity_avg': 1.0781600118001524, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0781600118001524\n", - "4612\n", - "4990838.836781157\n", - "{'n': 114, 'm': 272, 'k_avg': 4.771929824561403, 'intersection_count': 85, 'streets_per_node_avg': 2.6403508771929824, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 68, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2543859649122807, 2: 0.0, 3: 0.5964912280701754, 4: 0.14912280701754385}, 'edge_length_total': 29432.616000000024, 'edge_length_avg': 108.20814705882361, 'street_length_total': 17125.710999999996, 'street_length_avg': 117.29939041095888, 'street_segments_count': 146, 'node_density_km': 22.841851586120207, 'intersection_density_km': 17.031205130001908, 'edge_density_km': 5897.32847774796, 'street_density_km': 3431.429376919177, 'circuity_avg': 1.0311796694944797, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0311796694944797\n", - "4613\n", - "4994712.324673796\n", - "{'n': 407, 'm': 1194, 'k_avg': 5.867321867321867, 'intersection_count': 399, 'streets_per_node_avg': 3.2014742014742015, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 306, 4: 88, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.019656019656019656, 2: 0.0, 3: 0.7518427518427518, 4: 0.21621621621621623, 5: 0.012285012285012284}, 'edge_length_total': 106607.12599999984, 'edge_length_avg': 89.28570016750406, 'street_length_total': 58053.78900000006, 'street_length_avg': 92.44233917197462, 'street_segments_count': 628, 'node_density_km': 81.48617448685218, 'intersection_density_km': 79.88448063944476, 'edge_density_km': 21343.997225498337, 'street_density_km': 11623.049582498537, 'circuity_avg': 1.020024998462406, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.020024998462406\n", - "4614\n", - "1995023.4845811706\n", - "{'n': 48, 'm': 124, 'k_avg': 5.166666666666667, 'intersection_count': 42, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 38, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.7916666666666666, 4: 0.08333333333333333}, 'edge_length_total': 15156.460000000003, 'edge_length_avg': 122.22951612903228, 'street_length_total': 7578.229999999999, 'street_length_avg': 122.22951612903223, 'street_segments_count': 62, 'node_density_km': 24.059867149923292, 'intersection_density_km': 21.05238375618288, 'edge_density_km': 7597.133626315134, 'street_density_km': 3798.566813157566, 'circuity_avg': 1.024208173846016, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024208173846016\n", - "4615\n", - "18974458.04384332\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 741, 'm': 2145, 'k_avg': 5.7894736842105265, 'intersection_count': 680, 'streets_per_node_avg': 3.1322537112010798, 'streets_per_node_counts': {0: 0, 1: 61, 2: 1, 3: 459, 4: 219, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08232118758434548, 2: 0.001349527665317139, 3: 0.6194331983805668, 4: 0.29554655870445345, 5: 0.001349527665317139}, 'edge_length_total': 312717.3619999996, 'edge_length_avg': 145.78897995337977, 'street_length_total': 165402.69299999997, 'street_length_avg': 145.85775396825395, 'street_segments_count': 1134, 'node_density_km': 39.05249880064078, 'intersection_density_km': 35.8376507212358, 'edge_density_km': 16480.964108562122, 'street_density_km': 8717.123441302636, 'circuity_avg': 1.0167159829899879, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0167159829899879\n", - "4616\n", - "8977541.230834167\n", - "{'n': 16, 'm': 34, 'k_avg': 4.25, 'intersection_count': 12, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 9848.03, 'edge_length_avg': 289.6479411764706, 'street_length_total': 4924.015, 'street_length_avg': 289.6479411764706, 'street_segments_count': 17, 'node_density_km': 1.782225175980988, 'intersection_density_km': 1.3366688819857409, 'edge_density_km': 1096.962937488503, 'street_density_km': 548.4814687442515, 'circuity_avg': 1.068009562614051, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068009562614051\n", - "4617\n", - "10972758.62894405\n", - "{'n': 39, 'm': 92, 'k_avg': 4.717948717948718, 'intersection_count': 36, 'streets_per_node_avg': 2.9743589743589745, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 31, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07692307692307693, 2: 0.0, 3: 0.7948717948717948, 4: 0.1282051282051282}, 'edge_length_total': 35818.69399999999, 'edge_length_avg': 389.3336304347825, 'street_length_total': 17909.346999999994, 'street_length_avg': 389.3336304347825, 'street_segments_count': 46, 'node_density_km': 3.554256620311087, 'intersection_density_km': 3.280852264902542, 'edge_density_km': 3264.32898154864, 'street_density_km': 1632.16449077432, 'circuity_avg': 1.182414440079856, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.182414440079856\n", - "4618\n", - "23938807.02051678\n", - "{'n': 2677, 'm': 7671, 'k_avg': 5.731042211430706, 'intersection_count': 2560, 'streets_per_node_avg': 3.132984684348151, 'streets_per_node_counts': {0: 0, 1: 117, 2: 6, 3: 1979, 4: 556, 5: 17, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04370564064251027, 2: 0.0022413149047441168, 3: 0.7392603660814344, 4: 0.2076951811729548, 5: 0.00635039223010833, 6: 0.0007471049682480389}, 'edge_length_total': 566573.9249999988, 'edge_length_avg': 73.85920023464982, 'street_length_total': 310389.7650000001, 'street_length_avg': 74.55915565697816, 'street_segments_count': 4163, 'node_density_km': 111.82679227522384, 'intersection_density_km': 106.93933067783826, 'edge_density_km': 23667.59231211547, 'street_density_km': 12965.966296231061, 'circuity_avg': 1.0411690830802431, 'self_loop_proportion': 0.0005214444009907443, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0411690830802431\n", - "4619\n", - "3990584.8703100546\n", - "{'n': 116, 'm': 321, 'k_avg': 5.5344827586206895, 'intersection_count': 108, 'streets_per_node_avg': 3.0689655172413794, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 84, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06896551724137931, 2: 0.0, 3: 0.7241379310344828, 4: 0.20689655172413793}, 'edge_length_total': 37609.42400000001, 'edge_length_avg': 117.16331464174459, 'street_length_total': 19553.513, 'street_length_avg': 116.38995833333333, 'street_segments_count': 168, 'node_density_km': 29.068420737782027, 'intersection_density_km': 27.063702066210855, 'edge_density_km': 9424.539314979633, 'street_density_km': 4899.911575738711, 'circuity_avg': 1.0347483521348424, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0347483521348424\n", - "4620\n", - "27973395.27393253\n", - "{'n': 2327, 'm': 6650, 'k_avg': 5.715513536742587, 'intersection_count': 2092, 'streets_per_node_avg': 3.019767941555651, 'streets_per_node_counts': {0: 0, 1: 235, 2: 0, 3: 1587, 4: 494, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10098839707778255, 2: 0.0, 3: 0.6819939836699613, 4: 0.2122905027932961, 5: 0.004727116458960034}, 'edge_length_total': 593812.2230000003, 'edge_length_avg': 89.2950711278196, 'street_length_total': 312311.3060000003, 'street_length_avg': 90.02920322859622, 'street_segments_count': 3469, 'node_density_km': 83.1861837725667, 'intersection_density_km': 74.78534441435733, 'edge_density_km': 21227.749337719975, 'street_density_km': 11164.583453015182, 'circuity_avg': 1.0342802575138983, 'self_loop_proportion': 0.0009022556390977444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0342802575138983\n", - "4621\n", - "21963170.6831604\n", - "{'n': 464, 'm': 1278, 'k_avg': 5.508620689655173, 'intersection_count': 413, 'streets_per_node_avg': 2.9827586206896552, 'streets_per_node_counts': {0: 0, 1: 51, 2: 1, 3: 318, 4: 93, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10991379310344827, 2: 0.0021551724137931034, 3: 0.6853448275862069, 4: 0.20043103448275862, 5: 0.0021551724137931034}, 'edge_length_total': 158834.18999999974, 'edge_length_avg': 124.28340375586833, 'street_length_total': 90341.9489999998, 'street_length_avg': 133.64193639053227, 'street_segments_count': 676, 'node_density_km': 21.126275741041255, 'intersection_density_km': 18.804206640194046, 'edge_density_km': 7231.842446217525, 'street_density_km': 4113.338201631642, 'circuity_avg': 1.0302672812820428, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0302672812820428\n", - "4622\n", - "1995337.5347163952\n", - "{'n': 32, 'm': 86, 'k_avg': 5.375, 'intersection_count': 27, 'streets_per_node_avg': 2.875, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 21, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15625, 2: 0.0, 3: 0.65625, 4: 0.1875}, 'edge_length_total': 12850.365999999996, 'edge_length_avg': 149.42286046511623, 'street_length_total': 6425.183000000001, 'street_length_avg': 149.4228604651163, 'street_segments_count': 43, 'node_density_km': 16.037386879783362, 'intersection_density_km': 13.531545179817213, 'edge_density_km': 6440.196596525443, 'street_density_km': 3220.098298262723, 'circuity_avg': 1.020483713675516, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.020483713675516\n", - "4623\n", - "10973099.917972343\n", - "{'n': 48, 'm': 114, 'k_avg': 4.75, 'intersection_count': 39, 'streets_per_node_avg': 2.7083333333333335, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 35, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.7291666666666666, 4: 0.08333333333333333}, 'edge_length_total': 39053.488, 'edge_length_avg': 342.57445614035083, 'street_length_total': 19526.74400000001, 'street_length_avg': 342.57445614035106, 'street_segments_count': 57, 'node_density_km': 4.374333630315621, 'intersection_density_km': 3.5541460746314417, 'edge_density_km': 3559.0205404068233, 'street_density_km': 1779.5102702034128, 'circuity_avg': 1.0297371279485, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0297371279485\n", - "4624\n", - "998539.6357222392\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1887.1399999999999, 'edge_length_avg': 943.5699999999999, 'street_length_total': 943.57, 'street_length_avg': 943.57, 'street_segments_count': 1, 'node_density_km': 2.0029250001212113, 'intersection_density_km': 2.0029250001212113, 'edge_density_km': 1889.899942364371, 'street_density_km': 944.9499711821857, 'circuity_avg': 1.6096539156066914, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.6096539156066914\n", - "4625\n", - "12967135.79752246\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1363, 'm': 3841, 'k_avg': 5.636096845194424, 'intersection_count': 1173, 'streets_per_node_avg': 2.8620689655172415, 'streets_per_node_counts': {0: 0, 1: 190, 2: 0, 3: 982, 4: 190, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13939838591342626, 2: 0.0, 3: 0.7204695524578136, 4: 0.13939838591342626, 5: 0.0007336757153338225}, 'edge_length_total': 234859.32699999987, 'edge_length_avg': 61.14535980213483, 'street_length_total': 118371.57299999984, 'street_length_avg': 61.142341425619755, 'street_segments_count': 1936, 'node_density_km': 105.11187831166377, 'intersection_density_km': 90.45945213468937, 'edge_density_km': 18111.88921495469, 'street_density_km': 9128.582814920182, 'circuity_avg': 1.0434707738757487, 'self_loop_proportion': 0.0015620932048945586, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0434707738757487\n", - "4626\n", - "7980071.505310638\n", - "{'n': 95, 'm': 230, 'k_avg': 4.842105263157895, 'intersection_count': 64, 'streets_per_node_avg': 2.536842105263158, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 46, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3263157894736842, 2: 0.0, 3: 0.4842105263157895, 4: 0.18947368421052632}, 'edge_length_total': 58198.702000000005, 'edge_length_avg': 253.0378347826087, 'street_length_total': 29099.351000000006, 'street_length_avg': 253.03783478260874, 'street_segments_count': 115, 'node_density_km': 11.904655232322003, 'intersection_density_km': 8.019978261774822, 'edge_density_km': 7293.005076617358, 'street_density_km': 3646.5025383086795, 'circuity_avg': 1.0547447566058465, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0547447566058465\n", - "4627\n", - "8977150.724597476\n", - "{'n': 71, 'm': 162, 'k_avg': 4.563380281690141, 'intersection_count': 47, 'streets_per_node_avg': 2.464788732394366, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 37, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3380281690140845, 2: 0.0, 3: 0.5211267605633803, 4: 0.14084507042253522}, 'edge_length_total': 47084.687999999995, 'edge_length_avg': 290.6462222222222, 'street_length_total': 23542.34399999999, 'street_length_avg': 290.6462222222221, 'street_segments_count': 81, 'node_density_km': 7.908968243727861, 'intersection_density_km': 5.235514189509992, 'edge_density_km': 5244.947917715976, 'street_density_km': 2622.473958857987, 'circuity_avg': 1.0413357184149181, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0413357184149181\n", - "4628\n", - "3990409.144913677\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1907.8120000000001, 'edge_length_avg': 953.9060000000001, 'street_length_total': 953.906, 'street_length_avg': 953.906, 'street_segments_count': 1, 'node_density_km': 0.5012017383102868, 'intersection_density_km': 0.5012017383102868, 'edge_density_km': 478.09934538461243, 'street_density_km': 239.0496726923062, 'circuity_avg': 1.0148283824818236, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0148283824818236\n", - "4629\n", - "4987413.176832652\n", - "{'n': 319, 'm': 934, 'k_avg': 5.855799373040752, 'intersection_count': 276, 'streets_per_node_avg': 3.0282131661442007, 'streets_per_node_counts': {0: 0, 1: 43, 2: 2, 3: 178, 4: 95, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13479623824451412, 2: 0.006269592476489028, 3: 0.5579937304075235, 4: 0.29780564263322884, 5: 0.003134796238244514}, 'edge_length_total': 64993.70800000008, 'edge_length_avg': 69.58641113490373, 'street_length_total': 33860.13200000002, 'street_length_avg': 71.28448842105267, 'street_segments_count': 475, 'node_density_km': 63.961013192531766, 'intersection_density_km': 55.33930921987074, 'edge_density_km': 13031.546754920259, 'street_density_km': 6789.117083237831, 'circuity_avg': 1.021261663996228, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.021261663996228\n", - "4630\n", - "9975517.293199651\n", - "{'n': 95, 'm': 256, 'k_avg': 5.389473684210526, 'intersection_count': 79, 'streets_per_node_avg': 2.8105263157894735, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 65, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16842105263157894, 2: 0.0, 3: 0.6842105263157895, 4: 0.14736842105263157}, 'edge_length_total': 58704.39200000001, 'edge_length_avg': 229.31403125000003, 'street_length_total': 29352.196000000014, 'street_length_avg': 229.3140312500001, 'street_segments_count': 128, 'node_density_km': 9.523315654493613, 'intersection_density_km': 7.919388807421005, 'edge_density_km': 5884.846898117155, 'street_density_km': 2942.4234490585786, 'circuity_avg': 1.0763730105402531, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0763730105402531\n", - "4631\n", - "1995371.711468455\n", - "error with entry 4631\n", - "4632\n", - "3992287.321875145\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 1.0}, 'edge_length_total': 158.356, 'edge_length_avg': 79.178, 'street_length_total': 158.356, 'street_length_avg': 79.178, 'street_segments_count': 2, 'node_density_km': 0.5009659472757126, 'intersection_density_km': 0.5009659472757126, 'edge_density_km': 39.66548177339637, 'street_density_km': 39.66548177339637, 'circuity_avg': 1.8546598005584953, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.8546598005584953\n", - "4633\n", - "9977295.026569717\n", - "{'n': 148, 'm': 358, 'k_avg': 4.837837837837838, 'intersection_count': 115, 'streets_per_node_avg': 2.668918918918919, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 98, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22297297297297297, 2: 0.0, 3: 0.6621621621621622, 4: 0.11486486486486487}, 'edge_length_total': 59893.55799999994, 'edge_length_avg': 167.30044134078196, 'street_length_total': 32308.83300000001, 'street_length_avg': 170.9462063492064, 'street_segments_count': 189, 'node_density_km': 14.833679830642808, 'intersection_density_km': 11.526170138675154, 'edge_density_km': 6002.985562770502, 'street_density_km': 3238.235705565587, 'circuity_avg': 1.0754379128999971, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0754379128999971\n", - "4634\n", - "3991000.866681228\n", - "{'n': 55, 'm': 140, 'k_avg': 5.090909090909091, 'intersection_count': 43, 'streets_per_node_avg': 2.6363636363636362, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 39, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21818181818181817, 2: 0.0, 3: 0.7090909090909091, 4: 0.07272727272727272}, 'edge_length_total': 16336.775999999994, 'edge_length_avg': 116.6912571428571, 'street_length_total': 8168.388000000001, 'street_length_avg': 116.69125714285715, 'street_segments_count': 70, 'node_density_km': 13.781004273681358, 'intersection_density_km': 10.774239704878152, 'edge_density_km': 4093.4032704395445, 'street_density_km': 2046.7016352197732, 'circuity_avg': 1.2003592115628832, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2003592115628832\n", - "4635\n", - "2992929.015263014\n", - "{'n': 236, 'm': 646, 'k_avg': 5.47457627118644, 'intersection_count': 202, 'streets_per_node_avg': 2.843220338983051, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 171, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1440677966101695, 2: 0.0, 3: 0.7245762711864406, 4: 0.13135593220338984}, 'edge_length_total': 52566.783999999956, 'edge_length_avg': 81.37273065015474, 'street_length_total': 26283.392, 'street_length_avg': 81.3727306501548, 'street_segments_count': 323, 'node_density_km': 78.85252165904132, 'intersection_density_km': 67.49241260646757, 'edge_density_km': 17563.65878773789, 'street_density_km': 8781.829393868953, 'circuity_avg': 1.066869363043328, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066869363043328\n", - "4636\n", - "6987223.77469673\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 4636\n", - "4637\n", - "5994163.969373728\n", - "{'n': 624, 'm': 1794, 'k_avg': 5.75, 'intersection_count': 584, 'streets_per_node_avg': 3.1025641025641026, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 446, 4: 133, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0641025641025641, 2: 0.0, 3: 0.7147435897435898, 4: 0.21314102564102563, 5: 0.00641025641025641, 6: 0.0016025641025641025}, 'edge_length_total': 150204.18400000004, 'edge_length_avg': 83.72585507246379, 'street_length_total': 80243.41000000008, 'street_length_avg': 85.09375397667029, 'street_segments_count': 943, 'node_density_km': 104.10125635338528, 'intersection_density_km': 97.42809889483495, 'edge_density_km': 25058.40426912669, 'street_density_km': 13386.922748525334, 'circuity_avg': 1.0202856036392327, 'self_loop_proportion': 0.0011148272017837235, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0202856036392327\n", - "4638\n", - "7980418.064192591\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 5, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 11320.965999999999, 'edge_length_avg': 1415.1207499999998, 'street_length_total': 5660.482999999999, 'street_length_avg': 1415.1207499999998, 'street_segments_count': 4, 'node_density_km': 0.6265335925738709, 'intersection_density_km': 0.6265335925738709, 'edge_density_km': 1418.5930998773288, 'street_density_km': 709.2965499386644, 'circuity_avg': 1.1306238553241705, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1306238553241705\n", - "4639\n", - "24973930.803197026\n", - "{'n': 976, 'm': 2715, 'k_avg': 5.563524590163935, 'intersection_count': 872, 'streets_per_node_avg': 2.9846311475409837, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 681, 4: 189, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10655737704918032, 2: 0.0, 3: 0.6977459016393442, 4: 0.19364754098360656, 5: 0.0020491803278688526}, 'edge_length_total': 284944.1939999996, 'edge_length_avg': 104.951820994475, 'street_length_total': 157892.26999999964, 'street_length_avg': 110.1061854951183, 'street_segments_count': 1434, 'node_density_km': 39.08075215276315, 'intersection_density_km': 34.9164097102556, 'edge_density_km': 11409.665392502915, 'street_density_km': 6322.28347408519, 'circuity_avg': 1.0425452428044124, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0425452428044124\n", - "4640\n", - "18976561.40808104\n", - "{'n': 1266, 'm': 3333, 'k_avg': 5.265402843601896, 'intersection_count': 981, 'streets_per_node_avg': 2.684834123222749, 'streets_per_node_counts': {0: 0, 1: 285, 2: 1, 3: 809, 4: 170, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22511848341232227, 2: 0.0007898894154818325, 3: 0.6390205371248026, 4: 0.13428120063191154, 5: 0.0007898894154818325}, 'edge_length_total': 364113.82400000095, 'edge_length_avg': 109.24507170717101, 'street_length_total': 184109.87600000022, 'street_length_avg': 109.91634388059715, 'street_segments_count': 1675, 'node_density_km': 66.71387786097446, 'intersection_density_km': 51.69535085435699, 'edge_density_km': 19187.555435883423, 'street_density_km': 9701.961911898237, 'circuity_avg': 1.0320716861933217, 'self_loop_proportion': 0.0006000600060006001, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0320716861933217\n", - "4641\n", - "13972229.414530084\n", - "{'n': 90, 'm': 202, 'k_avg': 4.488888888888889, 'intersection_count': 67, 'streets_per_node_avg': 2.566666666666667, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 60, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25555555555555554, 2: 0.0, 3: 0.6666666666666666, 4: 0.07777777777777778}, 'edge_length_total': 51496.17199999998, 'edge_length_avg': 254.93154455445534, 'street_length_total': 28480.890000000003, 'street_length_avg': 268.687641509434, 'street_segments_count': 106, 'node_density_km': 6.4413485729347295, 'intersection_density_km': 4.79522615985141, 'edge_density_km': 3685.60882248668, 'street_density_km': 2038.392668415678, 'circuity_avg': 1.1304033684901063, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1304033684901063\n", - "4642\n", - "10973807.681656865\n", - "{'n': 941, 'm': 2562, 'k_avg': 5.445270988310308, 'intersection_count': 825, 'streets_per_node_avg': 2.9107332624867164, 'streets_per_node_counts': {0: 0, 1: 116, 2: 0, 3: 679, 4: 144, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12327311370882041, 2: 0.0, 3: 0.7215727948990436, 4: 0.153028692879915, 5: 0.0021253985122210413}, 'edge_length_total': 201774.5669999993, 'edge_length_avg': 78.75666159250558, 'street_length_total': 109327.62999999996, 'street_length_avg': 80.32889786921379, 'street_segments_count': 1361, 'node_density_km': 85.74963470272193, 'intersection_density_km': 75.17901023352347, 'edge_density_km': 18386.92392406996, 'street_density_km': 9962.597593426504, 'circuity_avg': 1.0572392616953512, 'self_loop_proportion': 0.00078064012490242, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0572392616953512\n", - "4643\n", - "18953257.242319897\n", - "{'n': 1975, 'm': 5483, 'k_avg': 5.552405063291139, 'intersection_count': 1772, 'streets_per_node_avg': 2.9584810126582277, 'streets_per_node_counts': {0: 0, 1: 203, 2: 1, 3: 1451, 4: 315, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10278481012658228, 2: 0.0005063291139240507, 3: 0.7346835443037975, 4: 0.15949367088607594, 5: 0.002531645569620253}, 'edge_length_total': 386404.38100000017, 'edge_length_avg': 70.47316815611894, 'street_length_total': 208005.86700000011, 'street_length_avg': 71.62736466942152, 'street_segments_count': 2904, 'node_density_km': 104.20372470807335, 'intersection_density_km': 93.49316464947138, 'edge_density_km': 20387.22822466709, 'street_density_km': 10974.676507611206, 'circuity_avg': 1.0469684084875472, 'self_loop_proportion': 0.0014590552617180376, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0469684084875472\n", - "4644\n", - "11968653.619190102\n", - "{'n': 150, 'm': 378, 'k_avg': 5.04, 'intersection_count': 127, 'streets_per_node_avg': 2.7066666666666666, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 125, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15333333333333332, 2: 0.0, 3: 0.8333333333333334, 4: 0.013333333333333334}, 'edge_length_total': 80758.57399999995, 'edge_length_avg': 213.64702116402103, 'street_length_total': 40379.287000000004, 'street_length_avg': 213.6470211640212, 'street_segments_count': 189, 'node_density_km': 12.532737998156742, 'intersection_density_km': 10.611051505106042, 'edge_density_km': 6747.506993645016, 'street_density_km': 3373.753496822511, 'circuity_avg': 1.0385801884639068, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0385801884639068\n", - "4645\n", - "13965226.311829356\n", - "{'n': 153, 'm': 390, 'k_avg': 5.098039215686274, 'intersection_count': 119, 'streets_per_node_avg': 2.6601307189542482, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 103, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.673202614379085, 4: 0.10457516339869281}, 'edge_length_total': 85224.47799999993, 'edge_length_avg': 218.52430256410238, 'street_length_total': 42612.239, 'street_length_avg': 218.52430256410258, 'street_segments_count': 195, 'node_density_km': 10.95578378636085, 'intersection_density_km': 8.521165167169551, 'edge_density_km': 6102.620616166446, 'street_density_km': 3051.3103080832257, 'circuity_avg': 1.019982381667457, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.019982381667457\n", - "4646\n", - "697260324.7157099\n", - "error with entry 4646\n", - "4647\n", - "3989703.157031347\n", - "{'n': 31, 'm': 70, 'k_avg': 4.516129032258065, 'intersection_count': 24, 'streets_per_node_avg': 2.5806451612903225, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 23, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22580645161290322, 2: 0.0, 3: 0.7419354838709677, 4: 0.03225806451612903}, 'edge_length_total': 26208.827999999987, 'edge_length_avg': 374.4118285714284, 'street_length_total': 13104.414, 'street_length_avg': 374.4118285714286, 'street_segments_count': 35, 'node_density_km': 7.770001621641054, 'intersection_density_km': 6.015485126431784, 'edge_density_km': 6569.117292300367, 'street_density_km': 3284.5586461501853, 'circuity_avg': 1.0920011976588404, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0920011976588404\n", - "4648\n", - "4989168.429624278\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 115, 'm': 287, 'k_avg': 4.991304347826087, 'intersection_count': 101, 'streets_per_node_avg': 2.9217391304347826, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 83, 4: 17, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12173913043478261, 2: 0.0, 3: 0.7217391304347827, 4: 0.14782608695652175, 5: 0.008695652173913044}, 'edge_length_total': 26097.763999999996, 'edge_length_avg': 90.93297560975608, 'street_length_total': 15377.879000000003, 'street_length_avg': 94.34281595092027, 'street_segments_count': 163, 'node_density_km': 23.049933395145043, 'intersection_density_km': 20.24385454704043, 'edge_density_km': 5230.884538801861, 'street_density_km': 3082.2529279008672, 'circuity_avg': 1.028666047759659, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028666047759659\n", - "4649\n", - "4987146.242820801\n", - "{'n': 116, 'm': 249, 'k_avg': 4.293103448275862, 'intersection_count': 73, 'streets_per_node_avg': 2.3275862068965516, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 65, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3706896551724138, 2: 0.0, 3: 0.5603448275862069, 4: 0.06896551724137931}, 'edge_length_total': 37290.926999999996, 'edge_length_avg': 149.76275903614456, 'street_length_total': 19245.78000000001, 'street_length_avg': 149.1920930232559, 'street_segments_count': 129, 'node_density_km': 23.259795151783788, 'intersection_density_km': 14.637629707588074, 'edge_density_km': 7477.407957242441, 'street_density_km': 3859.0767270370484, 'circuity_avg': 1.1922714352033068, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1922714352033068\n", - "4650\n", - "20947176.222943265\n", - "{'n': 396, 'm': 991, 'k_avg': 5.005050505050505, 'intersection_count': 298, 'streets_per_node_avg': 2.664141414141414, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 237, 4: 59, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2474747474747475, 2: 0.0, 3: 0.5984848484848485, 4: 0.14898989898989898, 5: 0.005050505050505051}, 'edge_length_total': 194816.80299999984, 'edge_length_avg': 196.58607769929347, 'street_length_total': 99716.121, 'street_length_avg': 195.13918003913895, 'street_segments_count': 511, 'node_density_km': 18.904696069070376, 'intersection_density_km': 14.226261183290333, 'edge_density_km': 9300.3849744014, 'street_density_km': 4760.361011847591, 'circuity_avg': 1.037868220231596, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.037868220231596\n", - "4651\n", - "5987822.4851038195\n", - "{'n': 64, 'm': 151, 'k_avg': 4.71875, 'intersection_count': 46, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 42, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28125, 2: 0.0, 3: 0.65625, 4: 0.0625}, 'edge_length_total': 27494.305999999997, 'edge_length_avg': 182.0814966887417, 'street_length_total': 14397.702, 'street_length_avg': 186.98314285714284, 'street_segments_count': 77, 'node_density_km': 10.688359609727197, 'intersection_density_km': 7.6822584694914235, 'edge_density_km': 4591.703589810627, 'street_density_km': 2404.4971332763826, 'circuity_avg': 1.050864251392929, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050864251392929\n", - "4652\n", - "5986202.228554325\n", - "{'n': 37, 'm': 88, 'k_avg': 4.756756756756757, 'intersection_count': 28, 'streets_per_node_avg': 2.5675675675675675, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 26, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24324324324324326, 2: 0.0, 3: 0.7027027027027027, 4: 0.05405405405405406}, 'edge_length_total': 20211.325999999994, 'edge_length_avg': 229.67415909090903, 'street_length_total': 10105.662999999995, 'street_length_avg': 229.67415909090897, 'street_segments_count': 44, 'node_density_km': 6.18088039583914, 'intersection_density_km': 4.6774230022566465, 'edge_density_km': 3376.318612089564, 'street_density_km': 1688.1593060447817, 'circuity_avg': 1.2579783692023099, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2579783692023099\n", - "4653\n", - "2992737.906386943\n", - "{'n': 38, 'm': 112, 'k_avg': 5.894736842105263, 'intersection_count': 37, 'streets_per_node_avg': 3.1842105263157894, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 28, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.02631578947368421, 2: 0.0, 3: 0.7368421052631579, 4: 0.23684210526315788}, 'edge_length_total': 21276.473999999995, 'edge_length_avg': 189.9685178571428, 'street_length_total': 10638.237000000003, 'street_length_avg': 189.9685178571429, 'street_segments_count': 56, 'node_density_km': 12.697403243666077, 'intersection_density_km': 12.363261053043287, 'edge_density_km': 7109.367631088866, 'street_density_km': 3554.6838155444348, 'circuity_avg': 1.0310398556155107, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0310398556155107\n", - "4654\n", - "7979473.588565948\n", - "{'n': 108, 'm': 244, 'k_avg': 4.518518518518518, 'intersection_count': 75, 'streets_per_node_avg': 2.435185185185185, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 70, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3055555555555556, 2: 0.0, 3: 0.6481481481481481, 4: 0.046296296296296294}, 'edge_length_total': 60378.99, 'edge_length_avg': 247.4548770491803, 'street_length_total': 30189.495000000003, 'street_length_avg': 247.45487704918034, 'street_segments_count': 122, 'node_density_km': 13.534727422966444, 'intersection_density_km': 9.39911626594892, 'edge_density_km': 7566.788627074228, 'street_density_km': 3783.3943135371146, 'circuity_avg': 1.1704073788914735, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1704073788914735\n", - "4655\n", - "6982055.534685178\n", - "{'n': 15, 'm': 27, 'k_avg': 3.6, 'intersection_count': 14, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 12, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06666666666666667, 2: 0.0, 3: 0.8, 4: 0.13333333333333333}, 'edge_length_total': 7877.5340000000015, 'edge_length_avg': 291.76051851851855, 'street_length_total': 5762.4130000000005, 'street_length_avg': 338.96547058823535, 'street_segments_count': 17, 'node_density_km': 2.148364464516731, 'intersection_density_km': 2.005140166882282, 'edge_density_km': 1128.2542742414896, 'street_density_km': 825.3175546046167, 'circuity_avg': 1.0832502175504872, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0832502175504872\n", - "4656\n", - "3993705.131389355\n", - "{'n': 121, 'm': 362, 'k_avg': 5.983471074380165, 'intersection_count': 114, 'streets_per_node_avg': 3.0991735537190084, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 88, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05785123966942149, 2: 0.0, 3: 0.7272727272727273, 4: 0.21487603305785125}, 'edge_length_total': 59423.15800000005, 'edge_length_avg': 164.152370165746, 'street_length_total': 29711.578999999983, 'street_length_avg': 164.15237016574577, 'street_segments_count': 181, 'node_density_km': 30.297679978668274, 'intersection_density_km': 28.544921632794903, 'edge_density_km': 14879.205160378866, 'street_density_km': 7439.602580189423, 'circuity_avg': 1.0126887674104021, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0126887674104021\n", - "4657\n", - "5984652.51374877\n", - "{'n': 42, 'm': 94, 'k_avg': 4.476190476190476, 'intersection_count': 32, 'streets_per_node_avg': 2.5952380952380953, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 29, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23809523809523808, 2: 0.0, 3: 0.6904761904761905, 4: 0.07142857142857142}, 'edge_length_total': 17169.043999999994, 'edge_length_avg': 182.6494042553191, 'street_length_total': 8584.521999999999, 'street_length_avg': 182.64940425531913, 'street_segments_count': 47, 'node_density_km': 7.01795131856224, 'intersection_density_km': 5.347010528428373, 'edge_density_km': 2868.8455947203115, 'street_density_km': 1434.422797360156, 'circuity_avg': 1.012922078309572, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.012922078309572\n", - "4658\n", - "51895402.352840245\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1384, 'm': 3418, 'k_avg': 4.9393063583815024, 'intersection_count': 1146, 'streets_per_node_avg': 2.808526011560694, 'streets_per_node_counts': {0: 0, 1: 238, 2: 4, 3: 930, 4: 209, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17196531791907516, 2: 0.002890173410404624, 3: 0.6719653179190751, 4: 0.1510115606936416, 5: 0.002167630057803468}, 'edge_length_total': 499380.1360000013, 'edge_length_avg': 146.10302399063818, 'street_length_total': 292097.79000000004, 'street_length_avg': 152.53148302872066, 'street_segments_count': 1915, 'node_density_km': 26.669029186633786, 'intersection_density_km': 22.08288110396121, 'edge_density_km': 9622.820391769641, 'street_density_km': 5628.587056980656, 'circuity_avg': 1.0888210992557446, 'self_loop_proportion': 0.0008777062609713282, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0888210992557446\n", - "4659\n", - "9977243.780373398\n", - "{'n': 368, 'm': 994, 'k_avg': 5.4021739130434785, 'intersection_count': 312, 'streets_per_node_avg': 2.869565217391304, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 249, 4: 62, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15217391304347827, 2: 0.0, 3: 0.6766304347826086, 4: 0.16847826086956522, 5: 0.002717391304347826}, 'edge_length_total': 106504.81599999989, 'edge_length_avg': 107.14770221327957, 'street_length_total': 58101.84000000001, 'street_length_avg': 111.73430769230771, 'street_segments_count': 520, 'node_density_km': 36.88393389002946, 'intersection_density_km': 31.271161341546716, 'edge_density_km': 10674.773348678662, 'street_density_km': 5823.435938720298, 'circuity_avg': 1.0515837221556428, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0515837221556428\n", - "4660\n", - "4987100.915810003\n", - "{'n': 111, 'm': 316, 'k_avg': 5.693693693693693, 'intersection_count': 104, 'streets_per_node_avg': 2.963963963963964, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 94, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06306306306306306, 2: 0.0, 3: 0.8468468468468469, 4: 0.09009009009009009}, 'edge_length_total': 54554.98999999999, 'edge_length_avg': 172.6423734177215, 'street_length_total': 27277.495000000006, 'street_length_avg': 172.64237341772156, 'street_segments_count': 158, 'node_density_km': 22.257420067059428, 'intersection_density_km': 20.85379898174937, 'edge_density_km': 10939.219181839875, 'street_density_km': 5469.609590919939, 'circuity_avg': 1.046402145370798, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.046402145370798\n", - "4661\n", - "1997865.0301052101\n", - "{'n': 13, 'm': 24, 'k_avg': 3.6923076923076925, 'intersection_count': 6, 'streets_per_node_avg': 1.9230769230769231, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5384615384615384, 2: 0.0, 3: 0.46153846153846156}, 'edge_length_total': 2491.714, 'edge_length_avg': 103.82141666666666, 'street_length_total': 1245.857, 'street_length_avg': 103.82141666666666, 'street_segments_count': 12, 'node_density_km': 6.506946066980012, 'intersection_density_km': 3.003205877067698, 'edge_density_km': 1247.1883547953103, 'street_density_km': 623.5941773976551, 'circuity_avg': 1.1269216314283974, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1269216314283974\n", - "4662\n", - "2994748.1260802825\n", - "{'n': 435, 'm': 1173, 'k_avg': 5.393103448275862, 'intersection_count': 385, 'streets_per_node_avg': 2.905747126436782, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 330, 4: 51, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11494252873563218, 2: 0.0, 3: 0.7586206896551724, 4: 0.11724137931034483, 5: 0.009195402298850575}, 'edge_length_total': 74652.77800000002, 'edge_length_avg': 63.642606990622355, 'street_length_total': 38950.95100000002, 'street_length_avg': 63.64534477124187, 'street_segments_count': 612, 'node_density_km': 145.25428573165374, 'intersection_density_km': 128.55839081996942, 'edge_density_km': 24927.89872706602, 'street_density_km': 13006.419692123329, 'circuity_avg': 1.0579211319785542, 'self_loop_proportion': 0.0017050298380221654, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0579211319785542\n", - "4663\n", - "115763432.53263804\n", - "error with entry 4663\n", - "4664\n", - "6991409.862069204\n", - "{'n': 1070, 'm': 3228, 'k_avg': 6.0336448598130845, 'intersection_count': 1001, 'streets_per_node_avg': 3.150467289719626, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 704, 4: 295, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06448598130841121, 2: 0.0, 3: 0.6579439252336449, 4: 0.2757009345794392, 5: 0.001869158878504673}, 'edge_length_total': 232602.37200000035, 'edge_length_avg': 72.05773605947967, 'street_length_total': 121286.05299999994, 'street_length_avg': 73.24037016908208, 'street_segments_count': 1656, 'node_density_km': 153.0449538947955, 'intersection_density_km': 143.17569985858907, 'edge_density_km': 33269.73766220573, 'street_density_km': 17347.86765370721, 'circuity_avg': 1.012076895744598, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.012076895744598\n", - "4665\n", - "5984810.826531594\n", - "{'n': 253, 'm': 678, 'k_avg': 5.359683794466403, 'intersection_count': 221, 'streets_per_node_avg': 2.8537549407114624, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 198, 4: 19, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12648221343873517, 2: 0.0, 3: 0.782608695652174, 4: 0.07509881422924901, 5: 0.015810276679841896}, 'edge_length_total': 75290.40900000012, 'edge_length_avg': 111.04780088495592, 'street_length_total': 38629.53399999998, 'street_length_avg': 109.74299431818176, 'street_segments_count': 352, 'node_density_km': 42.27368371919323, 'intersection_density_km': 36.926814632180644, 'edge_density_km': 12580.248763457328, 'street_density_km': 6454.595662196918, 'circuity_avg': 1.174753978449726, 'self_loop_proportion': 0.008849557522123894, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.174753978449726\n", - "4666\n", - "3992360.8116539256\n", - "{'n': 32, 'm': 82, 'k_avg': 5.125, 'intersection_count': 29, 'streets_per_node_avg': 2.84375, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 28, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09375, 2: 0.0, 3: 0.875, 4: 0.03125}, 'edge_length_total': 16505.156000000006, 'edge_length_avg': 201.2823902439025, 'street_length_total': 8252.578000000001, 'street_length_avg': 201.28239024390248, 'street_segments_count': 41, 'node_density_km': 8.015307611123273, 'intersection_density_km': 7.263872522580467, 'edge_density_km': 4134.184453424282, 'street_density_km': 2067.0922267121405, 'circuity_avg': 1.0652575680121683, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0652575680121683\n", - "4667\n", - "17975804.20052016\n", - "{'n': 1137, 'm': 3089, 'k_avg': 5.433597185576077, 'intersection_count': 959, 'streets_per_node_avg': 2.866314863676341, 'streets_per_node_counts': {0: 0, 1: 178, 2: 0, 3: 761, 4: 194, 5: 2, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1565523306948109, 2: 0.0, 3: 0.6693051890941073, 4: 0.1706244503078276, 5: 0.001759014951627089, 6: 0.001759014951627089}, 'edge_length_total': 303170.58999999997, 'edge_length_avg': 98.14522175461313, 'street_length_total': 158515.12599999987, 'street_length_avg': 98.70182191780815, 'street_segments_count': 1606, 'node_density_km': 63.25169028972283, 'intersection_density_km': 53.34949075448038, 'edge_density_km': 16865.48132245606, 'street_density_km': 8818.249477562342, 'circuity_avg': 1.0507795702338232, 'self_loop_proportion': 0.0006474587245063128, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0507795702338232\n", - "4668\n", - "18952405.26860543\n", - "{'n': 1968, 'm': 5852, 'k_avg': 5.9471544715447155, 'intersection_count': 1827, 'streets_per_node_avg': 3.154979674796748, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 1248, 4: 572, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07164634146341463, 2: 0.0, 3: 0.6341463414634146, 4: 0.29065040650406504, 5: 0.003048780487804878, 6: 0.0005081300813008131}, 'edge_length_total': 451134.63999999996, 'edge_length_avg': 77.09067669172931, 'street_length_total': 244071.77400000015, 'street_length_avg': 79.06439067055399, 'street_segments_count': 3087, 'node_density_km': 103.83906275263028, 'intersection_density_km': 96.3993738054144, 'edge_density_km': 23803.555992299425, 'street_density_km': 12878.142406774296, 'circuity_avg': 1.023340079286507, 'self_loop_proportion': 0.0003417634996582365, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023340079286507\n", - "4669\n", - "5985593.386678652\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 74, 'm': 196, 'k_avg': 5.297297297297297, 'intersection_count': 57, 'streets_per_node_avg': 2.7972972972972974, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 38, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22972972972972974, 2: 0.0, 3: 0.5135135135135135, 4: 0.25675675675675674}, 'edge_length_total': 48173.49199999999, 'edge_length_avg': 245.78312244897955, 'street_length_total': 24086.746000000003, 'street_length_avg': 245.7831224489796, 'street_segments_count': 98, 'node_density_km': 12.363018203791135, 'intersection_density_km': 9.522865373190468, 'edge_density_km': 8048.2399802187365, 'street_density_km': 4024.1199901093696, 'circuity_avg': 1.0320744089483136, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0320744089483136\n", - "4670\n", - "9975799.053953938\n", - "{'n': 109, 'm': 274, 'k_avg': 5.027522935779817, 'intersection_count': 80, 'streets_per_node_avg': 2.6788990825688073, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 57, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26605504587155965, 2: 0.0, 3: 0.5229357798165137, 4: 0.21100917431192662}, 'edge_length_total': 64237.60000000002, 'edge_length_avg': 234.44379562043804, 'street_length_total': 32118.79999999998, 'street_length_avg': 234.4437956204378, 'street_segments_count': 137, 'node_density_km': 10.92644302581431, 'intersection_density_km': 8.0194077253683, 'edge_density_km': 6439.3438212389865, 'street_density_km': 3219.6719106194905, 'circuity_avg': 1.03239876037658, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03239876037658\n", - "4671\n", - "6983968.69454675\n", - "{'n': 24, 'm': 50, 'k_avg': 4.166666666666667, 'intersection_count': 16, 'streets_per_node_avg': 2.375, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 15, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.625, 4: 0.041666666666666664}, 'edge_length_total': 12354.142000000003, 'edge_length_avg': 247.08284000000006, 'street_length_total': 6177.071, 'street_length_avg': 247.08284, 'street_segments_count': 25, 'node_density_km': 3.436441520526828, 'intersection_density_km': 2.290961013684552, 'edge_density_km': 1768.9286049701818, 'street_density_km': 884.4643024850906, 'circuity_avg': 1.2786153479149243, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2786153479149243\n", - "4672\n", - "2992861.0640034406\n", - "{'n': 205, 'm': 603, 'k_avg': 5.882926829268293, 'intersection_count': 192, 'streets_per_node_avg': 3.1365853658536587, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 138, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06341463414634146, 2: 0.0, 3: 0.6731707317073171, 4: 0.2634146341463415}, 'edge_length_total': 50926.651999999995, 'edge_length_avg': 84.4554759535655, 'street_length_total': 26230.17800000001, 'street_length_avg': 84.61347741935488, 'street_segments_count': 310, 'node_density_km': 68.49633030601795, 'intersection_density_km': 64.15266057929486, 'edge_density_km': 17016.042813520144, 'street_density_km': 8764.24846962754, 'circuity_avg': 1.0434835163113911, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0434835163113911\n", - "4673\n", - "11973213.144236641\n", - "{'n': 1038, 'm': 2867, 'k_avg': 5.524084778420039, 'intersection_count': 971, 'streets_per_node_avg': 3.098265895953757, 'streets_per_node_counts': {0: 0, 1: 67, 2: 2, 3: 735, 4: 230, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06454720616570328, 2: 0.0019267822736030828, 3: 0.708092485549133, 4: 0.22157996146435452, 5: 0.0038535645472061657}, 'edge_length_total': 235994.67299999975, 'edge_length_avg': 82.31415172654334, 'street_length_total': 131214.09899999984, 'street_length_avg': 82.52459056603763, 'street_segments_count': 1590, 'node_density_km': 86.69352056925888, 'intersection_density_km': 81.09769602384428, 'edge_density_km': 19710.22065314162, 'street_density_km': 10958.971281920285, 'circuity_avg': 1.042707350568682, 'self_loop_proportion': 0.0006975933031042902, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042707350568682\n", - "4674\n", - "6982617.188490667\n", - "{'n': 67, 'm': 161, 'k_avg': 4.8059701492537314, 'intersection_count': 58, 'streets_per_node_avg': 2.8507462686567164, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 50, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13432835820895522, 2: 0.0, 3: 0.746268656716418, 4: 0.11940298507462686}, 'edge_length_total': 44648.18399999997, 'edge_length_avg': 277.3179130434781, 'street_length_total': 22494.51600000001, 'street_length_avg': 252.74737078651697, 'street_segments_count': 89, 'node_density_km': 9.595256075391758, 'intersection_density_km': 8.306341080189881, 'edge_density_km': 6394.190429570282, 'street_density_km': 3221.502109134287, 'circuity_avg': 1.1755104382397927, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1755104382397927\n", - "4675\n", - "9978038.593546983\n", - "{'n': 8, 'm': 16, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.875}, 'edge_length_total': 18803.122, 'edge_length_avg': 1175.195125, 'street_length_total': 9401.561000000002, 'street_length_avg': 1175.1951250000002, 'street_segments_count': 8, 'node_density_km': 0.8017607794355273, 'intersection_density_km': 0.7015406820060863, 'edge_density_km': 1884.4507188176635, 'street_density_km': 942.225359408832, 'circuity_avg': 1.5430995219222539, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.5430995219222539\n", - "4676\n", - "2993388.4622407327\n", - "{'n': 13, 'm': 24, 'k_avg': 3.6923076923076925, 'intersection_count': 6, 'streets_per_node_avg': 2.076923076923077, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 4, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5384615384615384, 2: 0.0, 3: 0.3076923076923077, 4: 0.15384615384615385}, 'edge_length_total': 6643.119999999998, 'edge_length_avg': 276.79666666666657, 'street_length_total': 3321.5599999999995, 'street_length_avg': 276.7966666666666, 'street_segments_count': 12, 'node_density_km': 4.34290442553143, 'intersection_density_km': 2.0044174271683524, 'edge_density_km': 2219.2642497951033, 'street_density_km': 1109.6321248975519, 'circuity_avg': 1.1837020576895585, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1837020576895585\n", - "4677\n", - "8976681.387334382\n", - "{'n': 237, 'm': 553, 'k_avg': 4.666666666666667, 'intersection_count': 208, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 151, 4: 56, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12236286919831224, 2: 0.0, 3: 0.6371308016877637, 4: 0.23628691983122363, 5: 0.004219409282700422}, 'edge_length_total': 104085.29300000008, 'edge_length_avg': 188.21933634719724, 'street_length_total': 64578.54499999997, 'street_length_avg': 189.93689705882343, 'street_segments_count': 340, 'node_density_km': 26.40173910309375, 'intersection_density_km': 23.171146554613923, 'edge_density_km': 11595.07489559102, 'street_density_km': 7194.033319609276, 'circuity_avg': 1.1075853641646312, 'self_loop_proportion': 0.014466546112115732, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1075853641646312\n", - "4678\n", - "33911698.658767\n", - "{'n': 539, 'm': 1322, 'k_avg': 4.905380333951762, 'intersection_count': 402, 'streets_per_node_avg': 2.5640074211502784, 'streets_per_node_counts': {0: 0, 1: 137, 2: 0, 3: 363, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2541743970315399, 2: 0.0, 3: 0.673469387755102, 4: 0.07235621521335807}, 'edge_length_total': 278430.6829999994, 'edge_length_avg': 210.61322465960617, 'street_length_total': 139981.46099999995, 'street_length_avg': 210.18237387387381, 'street_segments_count': 666, 'node_density_km': 15.894220027832647, 'intersection_density_km': 11.854316235971659, 'edge_density_km': 8210.461109650674, 'street_density_km': 4127.822153898838, 'circuity_avg': 1.061207203809754, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061207203809754\n", - "4679\n", - "1995399.8331429148\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 13, 'm': 28, 'k_avg': 4.3076923076923075, 'intersection_count': 9, 'streets_per_node_avg': 2.3846153846153846, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3076923076923077, 2: 0.0, 3: 0.6923076923076923}, 'edge_length_total': 2896.6620000000007, 'edge_length_avg': 103.4522142857143, 'street_length_total': 1448.3310000000004, 'street_length_avg': 103.4522142857143, 'street_segments_count': 14, 'node_density_km': 6.514985009056534, 'intersection_density_km': 4.510374237039139, 'edge_density_km': 1451.6699620233633, 'street_density_km': 725.8349810116816, 'circuity_avg': 1.0601710797668151, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0601710797668151\n", - "4680\n", - "32954220.8795883\n", - "{'n': 1730, 'm': 4911, 'k_avg': 5.677456647398844, 'intersection_count': 1534, 'streets_per_node_avg': 3.0138728323699424, 'streets_per_node_counts': {0: 0, 1: 196, 2: 5, 3: 1113, 4: 412, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11329479768786127, 2: 0.002890173410404624, 3: 0.6433526011560694, 4: 0.23815028901734103, 5: 0.0017341040462427746, 6: 0.0005780346820809249}, 'edge_length_total': 491491.6590000005, 'edge_length_avg': 100.07975137446559, 'street_length_total': 266886.809, 'street_length_avg': 103.80661571373007, 'street_segments_count': 2571, 'node_density_km': 52.497068776751284, 'intersection_density_km': 46.549423990483504, 'edge_density_km': 14914.376546660471, 'street_density_km': 8098.71396975762, 'circuity_avg': 1.0314413489439016, 'self_loop_proportion': 0.00040724903278354713, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0314413489439016\n", - "4681\n", - "39902023.39859384\n", - "{'n': 560, 'm': 1408, 'k_avg': 5.0285714285714285, 'intersection_count': 413, 'streets_per_node_avg': 2.6125, 'streets_per_node_counts': {0: 0, 1: 147, 2: 0, 3: 336, 4: 77}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2625, 2: 0.0, 3: 0.6, 4: 0.1375}, 'edge_length_total': 281132.2239999993, 'edge_length_avg': 199.66777272727222, 'street_length_total': 140566.11200000008, 'street_length_avg': 199.66777272727285, 'street_segments_count': 704, 'node_density_km': 14.034376011611846, 'intersection_density_km': 10.350352308563737, 'edge_density_km': 7045.563108208354, 'street_density_km': 3522.7815541041878, 'circuity_avg': 1.0443208820403138, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0443208820403138\n", - "4682\n", - "6982442.718591725\n", - "{'n': 26, 'm': 68, 'k_avg': 5.230769230769231, 'intersection_count': 19, 'streets_per_node_avg': 2.8461538461538463, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 9, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2692307692307692, 2: 0.0, 3: 0.34615384615384615, 4: 0.38461538461538464}, 'edge_length_total': 17801.148000000005, 'edge_length_avg': 261.7815882352942, 'street_length_total': 8900.573999999999, 'street_length_avg': 261.78158823529407, 'street_segments_count': 34, 'node_density_km': 3.72362524804842, 'intersection_density_km': 2.7211107581892304, 'edge_density_km': 2549.415543732564, 'street_density_km': 1274.7077718662813, 'circuity_avg': 1.0314415608486158, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0314415608486158\n", - "4683\n", - "4989838.59270481\n", - "{'n': 170, 'm': 439, 'k_avg': 5.1647058823529415, 'intersection_count': 152, 'streets_per_node_avg': 2.9352941176470586, 'streets_per_node_counts': {0: 0, 1: 18, 2: 1, 3: 125, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10588235294117647, 2: 0.0058823529411764705, 3: 0.7352941176470589, 4: 0.15294117647058825}, 'edge_length_total': 37343.774999999994, 'edge_length_avg': 85.06554669703871, 'street_length_total': 21522.67399999999, 'street_length_avg': 88.5706748971193, 'street_segments_count': 243, 'node_density_km': 34.069238281282594, 'intersection_density_km': 30.46190716914679, 'edge_density_km': 7483.964522338846, 'street_density_km': 4313.300640919796, 'circuity_avg': 1.0423772709169918, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0423772709169918\n", - "4684\n", - "33927542.79959083\n", - "{'n': 2232, 'm': 6552, 'k_avg': 5.870967741935484, 'intersection_count': 2045, 'streets_per_node_avg': 3.132616487455197, 'streets_per_node_counts': {0: 0, 1: 187, 2: 4, 3: 1371, 4: 666, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08378136200716846, 2: 0.0017921146953405018, 3: 0.614247311827957, 4: 0.29838709677419356, 5: 0.0017921146953405018}, 'edge_length_total': 646369.5250000037, 'edge_length_avg': 98.65224740537298, 'street_length_total': 348321.196, 'street_length_avg': 100.35182829155863, 'street_segments_count': 3471, 'node_density_km': 65.78725766214104, 'intersection_density_km': 60.275511612490334, 'edge_density_km': 19051.468855793442, 'street_density_km': 10266.620192848177, 'circuity_avg': 1.0160810837146883, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0160810837146883\n", - "4685\n", - "6981874.01557386\n", - "{'n': 201, 'm': 510, 'k_avg': 5.074626865671642, 'intersection_count': 155, 'streets_per_node_avg': 2.6069651741293534, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 142, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22885572139303484, 2: 0.0, 3: 0.7064676616915423, 4: 0.06467661691542288}, 'edge_length_total': 71924.51100000003, 'edge_length_avg': 141.02845294117654, 'street_length_total': 35974.214, 'street_length_avg': 140.5242734375, 'street_segments_count': 256, 'node_density_km': 28.788832275066373, 'intersection_density_km': 22.200343296692974, 'edge_density_km': 10301.605391269488, 'street_density_km': 5152.515487927088, 'circuity_avg': 1.2069318059039211, 'self_loop_proportion': 0.00392156862745098, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2069318059039211\n", - "4686\n", - "4987484.025556562\n", - "{'n': 189, 'm': 479, 'k_avg': 5.068783068783069, 'intersection_count': 160, 'streets_per_node_avg': 2.82010582010582, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 137, 4: 22, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15343915343915343, 2: 0.0, 3: 0.7248677248677249, 4: 0.1164021164021164, 5: 0.005291005291005291}, 'edge_length_total': 58510.125000000015, 'edge_length_avg': 122.1505741127349, 'street_length_total': 32194.323, 'street_length_avg': 124.30240540540541, 'street_segments_count': 259, 'node_density_km': 37.89485821539231, 'intersection_density_km': 32.08030325112577, 'edge_density_km': 11731.390957882972, 'street_density_km': 6455.022780029332, 'circuity_avg': 1.0527493029937616, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0527493029937616\n", - "4687\n", - "35905970.07584323\n", - "{'n': 5188, 'm': 14854, 'k_avg': 5.726291441788743, 'intersection_count': 5001, 'streets_per_node_avg': 3.1536237471087123, 'streets_per_node_counts': {0: 0, 1: 187, 2: 2, 3: 3860, 4: 1105, 5: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.036044718581341555, 2: 0.00038550501156515033, 3: 0.7440246723207402, 4: 0.21299151888974557, 5: 0.0065535851966075555}, 'edge_length_total': 1082198.6049999995, 'edge_length_avg': 72.8557025043759, 'street_length_total': 601342.3880000004, 'street_length_avg': 74.13911823449641, 'street_segments_count': 8111, 'node_density_km': 144.48850675922486, 'intersection_density_km': 139.28045919485032, 'edge_density_km': 30139.795769731332, 'street_density_km': 16747.699246944194, 'circuity_avg': 1.025295901867946, 'self_loop_proportion': 0.0005385754678874377, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025295901867946\n", - "4688\n", - "6989661.405147962\n", - "{'n': 392, 'm': 1040, 'k_avg': 5.3061224489795915, 'intersection_count': 326, 'streets_per_node_avg': 2.829081632653061, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 263, 4: 61, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1683673469387755, 2: 0.0, 3: 0.6709183673469388, 4: 0.1556122448979592, 5: 0.00510204081632653}, 'edge_length_total': 116044.06799999987, 'edge_length_avg': 111.58083461538449, 'street_length_total': 61621.60299999998, 'street_length_avg': 113.4836151012891, 'street_segments_count': 543, 'node_density_km': 56.08283109555031, 'intersection_density_km': 46.64031361517704, 'edge_density_km': 16602.244554297315, 'street_density_km': 8816.107022668508, 'circuity_avg': 1.1275413272638521, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1275413272638521\n", - "4689\n", - "5990786.882228509\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 282, 'm': 804, 'k_avg': 5.702127659574468, 'intersection_count': 259, 'streets_per_node_avg': 3.141843971631206, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 173, 4: 86}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08156028368794327, 2: 0.0, 3: 0.6134751773049646, 4: 0.3049645390070922}, 'edge_length_total': 85101.4560000001, 'edge_length_avg': 105.84758208955236, 'street_length_total': 47200.71200000002, 'street_length_avg': 109.00857274826795, 'street_segments_count': 433, 'node_density_km': 47.07228041053248, 'intersection_density_km': 43.23305186641104, 'edge_density_km': 14205.388653108497, 'street_density_km': 7878.88351361981, 'circuity_avg': 1.020612975096216, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.020612975096216\n", - "4690\n", - "11968709.538104413\n", - "{'n': 208, 'm': 520, 'k_avg': 5.0, 'intersection_count': 164, 'streets_per_node_avg': 2.6298076923076925, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 153, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21153846153846154, 2: 0.0, 3: 0.7355769230769231, 4: 0.052884615384615384}, 'edge_length_total': 90857.69399999997, 'edge_length_avg': 174.72633461538456, 'street_length_total': 45428.84700000004, 'street_length_avg': 174.72633461538476, 'street_segments_count': 260, 'node_density_km': 17.378648829081932, 'intersection_density_km': 13.702396192160753, 'edge_density_km': 7591.269026183577, 'street_density_km': 3795.6345130917925, 'circuity_avg': 1.0285233093775892, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0285233093775892\n", - "4691\n", - "3990440.452436542\n", - "{'n': 37, 'm': 98, 'k_avg': 5.297297297297297, 'intersection_count': 31, 'streets_per_node_avg': 2.810810810810811, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 26, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16216216216216217, 2: 0.0, 3: 0.7027027027027027, 4: 0.13513513513513514}, 'edge_length_total': 20541.437999999995, 'edge_length_avg': 209.6065102040816, 'street_length_total': 10270.719000000001, 'street_length_avg': 209.60651020408164, 'street_segments_count': 49, 'node_density_km': 9.272159412229293, 'intersection_density_km': 7.768565994029948, 'edge_density_km': 5147.661829524984, 'street_density_km': 2573.8309147624927, 'circuity_avg': 1.192597453850592, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.192597453850592\n", - "4692\n", - "1995370.937184636\n", - "{'n': 4, 'm': 8, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 2040.164, 'edge_length_avg': 255.0205, 'street_length_total': 1020.0820000000001, 'street_length_avg': 255.02050000000003, 'street_segments_count': 4, 'node_density_km': 2.004639801782315, 'intersection_density_km': 2.004639801782315, 'edge_density_km': 1022.4484891408536, 'street_density_km': 511.22424457042683, 'circuity_avg': 1.042218034732675, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042218034732675\n", - "4693\n", - "7981940.532714253\n", - "{'n': 357, 'm': 918, 'k_avg': 5.142857142857143, 'intersection_count': 317, 'streets_per_node_avg': 2.9355742296918765, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 261, 4: 55, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11204481792717087, 2: 0.0, 3: 0.7310924369747899, 4: 0.15406162464985995, 5: 0.0028011204481792717}, 'edge_length_total': 95771.65700000005, 'edge_length_avg': 104.32642374727675, 'street_length_total': 54209.944999999985, 'street_length_avg': 107.55941468253965, 'street_segments_count': 504, 'node_density_km': 44.72596588972612, 'intersection_density_km': 39.7146531849949, 'edge_density_km': 11998.543036931518, 'street_density_km': 6791.574652532012, 'circuity_avg': 1.0632230877176567, 'self_loop_proportion': 0.002178649237472767, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0632230877176567\n", - "4694\n", - "4991234.041768681\n", - "{'n': 74, 'm': 208, 'k_avg': 5.621621621621622, 'intersection_count': 67, 'streets_per_node_avg': 2.918918918918919, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 60, 4: 6, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0945945945945946, 2: 0.0, 3: 0.8108108108108109, 4: 0.08108108108108109, 5: 0.013513513513513514}, 'edge_length_total': 34301.33400000002, 'edge_length_avg': 164.9102596153847, 'street_length_total': 17150.666999999987, 'street_length_avg': 164.9102596153845, 'street_segments_count': 104, 'node_density_km': 14.825992806736336, 'intersection_density_km': 13.423534027720738, 'edge_density_km': 6872.31528574947, 'street_density_km': 3436.1576428747308, 'circuity_avg': 1.1844417251287176, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1844417251287176\n", - "4695\n", - "3989440.152259034\n", - "{'n': 205, 'm': 471, 'k_avg': 4.595121951219512, 'intersection_count': 163, 'streets_per_node_avg': 2.7365853658536587, 'streets_per_node_counts': {0: 0, 1: 42, 2: 1, 3: 132, 4: 29, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2048780487804878, 2: 0.004878048780487805, 3: 0.6439024390243903, 4: 0.14146341463414633, 5: 0.004878048780487805}, 'edge_length_total': 41683.52499999998, 'edge_length_avg': 88.50005307855622, 'street_length_total': 25557.36899999999, 'street_length_avg': 96.08033458646614, 'street_segments_count': 266, 'node_density_km': 51.385656176322904, 'intersection_density_km': 40.857863203612844, 'edge_density_km': 10448.464799351996, 'street_density_km': 6406.254518075185, 'circuity_avg': 1.0998834654809446, 'self_loop_proportion': 0.004246284501061571, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0998834654809446\n", - "4696\n", - "2996045.2566994666\n", - "{'n': 47, 'm': 114, 'k_avg': 4.851063829787234, 'intersection_count': 35, 'streets_per_node_avg': 2.5106382978723403, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 34, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2553191489361702, 2: 0.0, 3: 0.723404255319149, 4: 0.02127659574468085}, 'edge_length_total': 23218.139999999996, 'edge_length_avg': 203.66789473684207, 'street_length_total': 11609.069999999996, 'street_length_avg': 203.66789473684204, 'street_segments_count': 57, 'node_density_km': 15.687346476126535, 'intersection_density_km': 11.68206652477508, 'edge_density_km': 7749.595887472607, 'street_density_km': 3874.7979437363024, 'circuity_avg': 1.1419739756719187, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1419739756719187\n", - "4697\n", - "5988122.420270054\n", - "{'n': 10, 'm': 24, 'k_avg': 4.8, 'intersection_count': 8, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.8}, 'edge_length_total': 15842.096, 'edge_length_avg': 660.0873333333333, 'street_length_total': 7921.048000000001, 'street_length_avg': 660.0873333333334, 'street_segments_count': 12, 'node_density_km': 1.669972538662464, 'intersection_density_km': 1.3359780309299711, 'edge_density_km': 2645.5865274854464, 'street_density_km': 1322.7932637427234, 'circuity_avg': 1.0708212145522569, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0708212145522569\n", - "4698\n", - "5984787.9740179945\n", - "{'n': 44, 'm': 101, 'k_avg': 4.590909090909091, 'intersection_count': 38, 'streets_per_node_avg': 2.8181818181818183, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 34, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13636363636363635, 2: 0.0, 3: 0.7727272727272727, 4: 0.09090909090909091}, 'edge_length_total': 18349.907000000003, 'edge_length_avg': 181.6822475247525, 'street_length_total': 10959.983000000002, 'street_length_avg': 199.2724181818182, 'street_segments_count': 55, 'node_density_km': 7.3519730675537724, 'intersection_density_km': 6.349431285614622, 'edge_density_km': 3066.0914103662835, 'street_density_km': 1831.3068144738004, 'circuity_avg': 1.0449817696137371, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0449817696137371\n", - "4699\n", - "4986763.520698357\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 36, 'm': 87, 'k_avg': 4.833333333333333, 'intersection_count': 32, 'streets_per_node_avg': 2.8055555555555554, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 31, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.8611111111111112, 4: 0.027777777777777776}, 'edge_length_total': 24662.693000000017, 'edge_length_avg': 283.4792298850577, 'street_length_total': 13197.293, 'street_length_avg': 293.2731777777778, 'street_segments_count': 45, 'node_density_km': 7.219111122991146, 'intersection_density_km': 6.416987664881019, 'edge_density_km': 4945.631148867112, 'street_density_km': 2646.4645747131444, 'circuity_avg': 1.272966201211497, 'self_loop_proportion': 0.022988505747126436, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.272966201211497\n", - "4700\n", - "6990230.145204666\n", - "{'n': 618, 'm': 1763, 'k_avg': 5.705501618122978, 'intersection_count': 593, 'streets_per_node_avg': 3.174757281553398, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 441, 4: 147, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.040453074433656956, 2: 0.0, 3: 0.7135922330097088, 4: 0.23786407766990292, 5: 0.006472491909385114, 6: 0.0016181229773462784}, 'edge_length_total': 162388.63100000026, 'edge_length_avg': 92.1092631877483, 'street_length_total': 89410.70300000005, 'street_length_avg': 92.84600519210805, 'street_segments_count': 963, 'node_density_km': 88.40910630445424, 'intersection_density_km': 84.83268614650707, 'edge_density_km': 23230.798933193877, 'street_density_km': 12790.809621817138, 'circuity_avg': 1.0304005920966013, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0304005920966013\n", - "4701\n", - "2992853.8988022683\n", - "{'n': 49, 'm': 130, 'k_avg': 5.3061224489795915, 'intersection_count': 41, 'streets_per_node_avg': 2.7551020408163267, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 37, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16326530612244897, 2: 0.0, 3: 0.7551020408163265, 4: 0.08163265306122448}, 'edge_length_total': 15147.718000000004, 'edge_length_avg': 116.52090769230773, 'street_length_total': 7573.858999999997, 'street_length_avg': 116.52090769230765, 'street_segments_count': 65, 'node_density_km': 16.372332782301754, 'intersection_density_km': 13.699298858660653, 'edge_density_km': 5061.295509968621, 'street_density_km': 2530.647754984309, 'circuity_avg': 1.0800014781557512, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0800014781557512\n", - "4702\n", - "6981745.798570173\n", - "{'n': 318, 'm': 811, 'k_avg': 5.10062893081761, 'intersection_count': 291, 'streets_per_node_avg': 3.10062893081761, 'streets_per_node_counts': {0: 0, 1: 27, 2: 1, 3: 205, 4: 83, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08490566037735849, 2: 0.0031446540880503146, 3: 0.6446540880503144, 4: 0.2610062893081761, 5: 0.006289308176100629}, 'edge_length_total': 87268.18299999995, 'edge_length_avg': 107.60565104808872, 'street_length_total': 52923.485000000015, 'street_length_avg': 109.34604338842978, 'street_segments_count': 484, 'node_density_km': 45.547347207216404, 'intersection_density_km': 41.68011961415086, 'edge_density_km': 12499.47871460345, 'street_density_km': 7580.265241229276, 'circuity_avg': 1.0647226595707089, 'self_loop_proportion': 0.0012330456226880395, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0647226595707089\n", - "4703\n", - "9974019.489503087\n", - "{'n': 48, 'm': 126, 'k_avg': 5.25, 'intersection_count': 43, 'streets_per_node_avg': 2.875, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 40, 4: 2, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10416666666666667, 2: 0.0, 3: 0.8333333333333334, 4: 0.041666666666666664, 5: 0.020833333333333332}, 'edge_length_total': 40955.93999999999, 'edge_length_avg': 325.0471428571428, 'street_length_total': 20477.969999999998, 'street_length_avg': 325.04714285714283, 'street_segments_count': 63, 'node_density_km': 4.812503128805435, 'intersection_density_km': 4.311200719554869, 'edge_density_km': 4106.262279024326, 'street_density_km': 2053.1311395121634, 'circuity_avg': 1.077350734587007, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077350734587007\n", - "4704\n", - "54862046.27214367\n", - "{'n': 770, 'm': 2000, 'k_avg': 5.194805194805195, 'intersection_count': 617, 'streets_per_node_avg': 2.7311688311688314, 'streets_per_node_counts': {0: 0, 1: 153, 2: 0, 3: 519, 4: 97, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1987012987012987, 2: 0.0, 3: 0.674025974025974, 4: 0.12597402597402596, 5: 0.0012987012987012987}, 'edge_length_total': 350620.78399999964, 'edge_length_avg': 175.3103919999998, 'street_length_total': 178805.9480000001, 'street_length_avg': 175.12825465230176, 'street_segments_count': 1021, 'node_density_km': 14.035203794266224, 'intersection_density_km': 11.24639057280813, 'edge_density_km': 6390.953451877133, 'street_density_km': 3259.192103645416, 'circuity_avg': 1.0555996658330182, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0555996658330182\n", - "4705\n", - "12967379.747909775\n", - "{'n': 104, 'm': 274, 'k_avg': 5.269230769230769, 'intersection_count': 80, 'streets_per_node_avg': 2.798076923076923, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 53, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.5096153846153846, 4: 0.25961538461538464}, 'edge_length_total': 64741.007999999965, 'edge_length_avg': 236.2810510948904, 'street_length_total': 32370.50399999999, 'street_length_avg': 236.28105109489044, 'street_segments_count': 137, 'node_density_km': 8.020124498687862, 'intersection_density_km': 6.169326537452201, 'edge_density_km': 4992.605233947563, 'street_density_km': 2496.302616973782, 'circuity_avg': 1.013484755466523, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.013484755466523\n", - "4706\n", - "31933555.16962343\n", - "{'n': 843, 'm': 1903, 'k_avg': 4.514827995255041, 'intersection_count': 781, 'streets_per_node_avg': 3.1589561091340452, 'streets_per_node_counts': {0: 0, 1: 62, 2: 2, 3: 526, 4: 246, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07354685646500593, 2: 0.002372479240806643, 3: 0.6239620403321471, 4: 0.2918149466192171, 5: 0.00830367734282325}, 'edge_length_total': 271458.2429999994, 'edge_length_avg': 142.64752653704645, 'street_length_total': 180064.11599999983, 'street_length_avg': 136.41220909090896, 'street_segments_count': 1320, 'node_density_km': 26.398564003355872, 'intersection_density_km': 24.457032605718787, 'edge_density_km': 8500.72099890156, 'street_density_km': 5638.71185164139, 'circuity_avg': 1.0391721302491994, 'self_loop_proportion': 0.0010509721492380452, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0391721302491994\n", - "4707\n", - "84776829.51496007\n", - "{'n': 11562, 'm': 33015, 'k_avg': 5.710949662688116, 'intersection_count': 10837, 'streets_per_node_avg': 3.090295796574987, 'streets_per_node_counts': {0: 0, 1: 725, 2: 6, 3: 8374, 4: 2417, 5: 37, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06270541428818543, 2: 0.0005189413596263622, 3: 0.7242691575851928, 4: 0.20904687770281957, 5: 0.003200138384362567, 6: 0.0002594706798131811}, 'edge_length_total': 2241361.118999997, 'edge_length_avg': 67.88917519309396, 'street_length_total': 1254821.6660000053, 'street_length_avg': 70.70612869780838, 'street_segments_count': 17747, 'node_density_km': 136.3816041028017, 'intersection_density_km': 127.82973911624825, 'edge_density_km': 26438.369207997774, 'street_density_km': 14801.469613564332, 'circuity_avg': 1.03495193359681, 'self_loop_proportion': 0.0006057852491291837, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03495193359681\n", - "4708\n", - "292239393.53834873\n", - "error with entry 4708\n", - "4709\n", - "3995212.872085991\n", - "{'n': 14, 'm': 32, 'k_avg': 4.571428571428571, 'intersection_count': 12, 'streets_per_node_avg': 2.7857142857142856, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 11, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7857142857142857, 4: 0.07142857142857142}, 'edge_length_total': 10522.773999999998, 'edge_length_avg': 328.8366874999999, 'street_length_total': 5261.387, 'street_length_avg': 328.8366875, 'street_segments_count': 16, 'node_density_km': 3.5041937559362846, 'intersection_density_km': 3.0035946479453868, 'edge_density_km': 2633.845638994905, 'street_density_km': 1316.9228194974528, 'circuity_avg': 1.045770020342011, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045770020342011\n", - "4710\n", - "11983232.620843451\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 55, 'm': 120, 'k_avg': 4.363636363636363, 'intersection_count': 41, 'streets_per_node_avg': 2.5636363636363635, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 37, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2545454545454545, 2: 0.0, 3: 0.6727272727272727, 4: 0.07272727272727272}, 'edge_length_total': 32024.171000000013, 'edge_length_avg': 266.86809166666677, 'street_length_total': 18121.563, 'street_length_avg': 270.47108955223877, 'street_segments_count': 67, 'node_density_km': 4.589746501652137, 'intersection_density_km': 3.4214473921406836, 'edge_density_km': 2672.4150330101793, 'street_density_km': 1512.243279703978, 'circuity_avg': 1.1006059194560904, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1006059194560904\n", - "4711\n", - "6984932.273896026\n", - "{'n': 224, 'm': 536, 'k_avg': 4.785714285714286, 'intersection_count': 180, 'streets_per_node_avg': 2.763392857142857, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 145, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19642857142857142, 2: 0.0, 3: 0.6473214285714286, 4: 0.15625}, 'edge_length_total': 69592.3970000001, 'edge_length_avg': 129.83656156716435, 'street_length_total': 37330.63099999999, 'street_length_avg': 128.28395532646044, 'street_segments_count': 291, 'node_density_km': 32.069029622109454, 'intersection_density_km': 25.769755946337952, 'edge_density_km': 9963.21714672591, 'street_density_km': 5344.451389959986, 'circuity_avg': 1.0693524368463028, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0693524368463028\n", - "4712\n", - "8976446.113789883\n", - "{'n': 98, 'm': 192, 'k_avg': 3.9183673469387754, 'intersection_count': 93, 'streets_per_node_avg': 3.4081632653061225, 'streets_per_node_counts': {0: 0, 1: 5, 2: 2, 3: 39, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05102040816326531, 2: 0.02040816326530612, 3: 0.3979591836734694, 4: 0.5306122448979592}, 'edge_length_total': 46429.82400000004, 'edge_length_avg': 241.8220000000002, 'street_length_total': 39150.79400000002, 'street_length_avg': 241.6715679012347, 'street_segments_count': 162, 'node_density_km': 10.917460959237477, 'intersection_density_km': 10.360447644990666, 'edge_density_km': 5172.406029227221, 'street_density_km': 4361.502704266827, 'circuity_avg': 1.0480107918774637, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0480107918774637\n", - "4713\n", - "5991040.990852906\n", - "{'n': 34, 'm': 78, 'k_avg': 4.588235294117647, 'intersection_count': 23, 'streets_per_node_avg': 2.411764705882353, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 21, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3235294117647059, 2: 0.0, 3: 0.6176470588235294, 4: 0.058823529411764705}, 'edge_length_total': 10997.6, 'edge_length_avg': 140.9948717948718, 'street_length_total': 5498.799999999998, 'street_length_avg': 140.99487179487176, 'street_segments_count': 39, 'node_density_km': 5.675140606100182, 'intersection_density_km': 3.839065704126594, 'edge_density_km': 1835.6743038131578, 'street_density_km': 917.8371519065786, 'circuity_avg': 1.0610513936463308, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0610513936463308\n", - "4714\n", - "2995578.172471472\n", - "{'n': 64, 'm': 171, 'k_avg': 5.34375, 'intersection_count': 56, 'streets_per_node_avg': 2.875, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 48, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.75, 4: 0.125}, 'edge_length_total': 14929.652999999993, 'edge_length_avg': 87.30791228070171, 'street_length_total': 7575.673000000001, 'street_length_avg': 85.11992134831462, 'street_segments_count': 89, 'node_density_km': 21.36482385542202, 'intersection_density_km': 18.694220873494267, 'edge_density_km': 4983.896977618325, 'street_density_km': 2528.9518629886957, 'circuity_avg': 1.0568892166390726, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0568892166390726\n", - "4715\n", - "67893850.8462696\n", - "{'n': 6091, 'm': 16759, 'k_avg': 5.502873091446396, 'intersection_count': 5579, 'streets_per_node_avg': 2.940732227877196, 'streets_per_node_counts': {0: 0, 1: 512, 2: 3, 3: 4920, 4: 650, 5: 3, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0840584468888524, 2: 0.0004925299622393696, 3: 0.8077491380725661, 4: 0.10671482515186341, 5: 0.0004925299622393696, 6: 0.0003283533081595797, 7: 0.00016417665407978985}, 'edge_length_total': 1313002.0710000005, 'edge_length_avg': 78.34608693836151, 'street_length_total': 718356.2660000026, 'street_length_avg': 80.60550561041322, 'street_segments_count': 8912, 'node_density_km': 89.7135738226383, 'intersection_density_km': 82.17239014225892, 'edge_density_km': 19339.042558846744, 'street_density_km': 10580.579198940408, 'circuity_avg': 1.0426940135481768, 'self_loop_proportion': 0.0014917357837579807, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0426940135481768\n", - "4716\n", - "70817103.4112968\n", - "error with entry 4716\n", - "4717\n", - "3991017.733836575\n", - "{'n': 84, 'm': 216, 'k_avg': 5.142857142857143, 'intersection_count': 69, 'streets_per_node_avg': 2.7023809523809526, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 64, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17857142857142858, 2: 0.0, 3: 0.7619047619047619, 4: 0.05952380952380952}, 'edge_length_total': 38050.57399999995, 'edge_length_avg': 176.16006481481458, 'street_length_total': 19025.286999999997, 'street_length_avg': 176.16006481481477, 'street_segments_count': 108, 'node_density_km': 21.047263029635953, 'intersection_density_km': 17.288823202915246, 'edge_density_km': 9534.05285007888, 'street_density_km': 4767.026425039446, 'circuity_avg': 1.0951929992343088, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0951929992343088\n", - "4718\n", - "2992140.6805946804\n", - "{'n': 150, 'm': 388, 'k_avg': 5.173333333333333, 'intersection_count': 124, 'streets_per_node_avg': 2.7733333333333334, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 106, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17333333333333334, 2: 0.0, 3: 0.7066666666666667, 4: 0.12}, 'edge_length_total': 44091.11199999998, 'edge_length_avg': 113.63688659793809, 'street_length_total': 22045.556000000004, 'street_length_avg': 113.63688659793817, 'street_segments_count': 194, 'node_density_km': 50.131332718683495, 'intersection_density_km': 41.441901714111694, 'edge_density_km': 14735.641370724918, 'street_density_km': 7367.820685362463, 'circuity_avg': 1.011628317971898, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.011628317971898\n", - "4719\n", - "3993378.187041416\n", - "error with entry 4719\n", - "4720\n", - "13974650.925311426\n", - "{'n': 221, 'm': 534, 'k_avg': 4.832579185520362, 'intersection_count': 157, 'streets_per_node_avg': 2.493212669683258, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 141, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2895927601809955, 2: 0.0, 3: 0.6380090497737556, 4: 0.07239819004524888}, 'edge_length_total': 72394.89799999994, 'edge_length_avg': 135.57097003745307, 'street_length_total': 36197.449, 'street_length_avg': 135.57097003745318, 'street_segments_count': 267, 'node_density_km': 15.814348507247239, 'intersection_density_km': 11.234627672569305, 'edge_density_km': 5180.444104609119, 'street_density_km': 2590.222052304561, 'circuity_avg': 1.1156043433633138, 'self_loop_proportion': 0.003745318352059925, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1156043433633138\n", - "4721\n", - "4991986.981376246\n", - "{'n': 71, 'm': 173, 'k_avg': 4.873239436619718, 'intersection_count': 57, 'streets_per_node_avg': 2.7464788732394365, 'streets_per_node_counts': {0: 0, 1: 14, 2: 1, 3: 45, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19718309859154928, 2: 0.014084507042253521, 3: 0.6338028169014085, 4: 0.15492957746478872}, 'edge_length_total': 18144.78899999999, 'edge_length_avg': 104.88317341040457, 'street_length_total': 10525.571999999998, 'street_length_avg': 109.64137499999998, 'street_segments_count': 96, 'node_density_km': 14.222793501842414, 'intersection_density_km': 11.418299008521375, 'edge_density_km': 3634.7829166408674, 'street_density_km': 2108.4934795038653, 'circuity_avg': 1.0260500331271398, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0260500331271398\n", - "4722\n", - "2995348.781086462\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 189, 'm': 526, 'k_avg': 5.5661375661375665, 'intersection_count': 174, 'streets_per_node_avg': 3.0476190476190474, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 137, 4: 35, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07936507936507936, 2: 0.0, 3: 0.7248677248677249, 4: 0.18518518518518517, 5: 0.010582010582010581}, 'edge_length_total': 45543.52100000001, 'edge_length_avg': 86.58464068441066, 'street_length_total': 24445.229, 'street_length_avg': 88.56967028985507, 'street_segments_count': 276, 'node_density_km': 63.097827269199215, 'intersection_density_km': 58.09006320021515, 'edge_density_km': 15204.747202588083, 'street_density_km': 8161.06262961915, 'circuity_avg': 1.0441953619132933, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0441953619132933\n", - "4723\n", - "8981661.97696112\n", - "{'n': 476, 'm': 1495, 'k_avg': 6.281512605042017, 'intersection_count': 442, 'streets_per_node_avg': 3.3949579831932772, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 186, 4: 256}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07142857142857142, 2: 0.0, 3: 0.3907563025210084, 4: 0.5378151260504201}, 'edge_length_total': 105757.71700000028, 'edge_length_avg': 70.74094782608715, 'street_length_total': 58886.337999999996, 'street_length_avg': 73.1507304347826, 'street_segments_count': 805, 'node_density_km': 52.996873097761714, 'intersection_density_km': 49.2113821622073, 'edge_density_km': 11774.84938436557, 'street_density_km': 6556.285256676267, 'circuity_avg': 1.0650513773502583, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0650513773502583\n", - "4724\n", - "3993328.3252732395\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 0, 'streets_per_node_avg': 1.0, 'streets_per_node_counts': {0: 0, 1: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 1.0}, 'edge_length_total': 3029.1440000000002, 'edge_length_avg': 1514.5720000000001, 'street_length_total': 1514.5720000000001, 'street_length_avg': 1514.5720000000001, 'street_segments_count': 1, 'node_density_km': 0.500835352641121, 'intersection_density_km': 0.0, 'edge_density_km': 758.551201720368, 'street_density_km': 379.275600860184, 'circuity_avg': 1.0000487054416007, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0000487054416007\n", - "4725\n", - "1995245.9380817134\n", - "{'n': 30, 'm': 75, 'k_avg': 5.0, 'intersection_count': 26, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 24, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13333333333333333, 2: 0.0, 3: 0.8, 4: 0.06666666666666667}, 'edge_length_total': 8536.243000000002, 'edge_length_avg': 113.81657333333337, 'street_length_total': 4565.342999999999, 'street_length_avg': 114.13357499999998, 'street_segments_count': 40, 'node_density_km': 15.035740420473108, 'intersection_density_km': 13.030975031076693, 'edge_density_km': 4278.291130469355, 'street_density_km': 2288.110409280798, 'circuity_avg': 1.0542230254729263, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0542230254729263\n", - "4726\n", - "8979175.466294855\n", - "{'n': 9, 'm': 18, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 6, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6666666666666666, 4: 0.1111111111111111}, 'edge_length_total': 11759.480000000001, 'edge_length_avg': 653.3044444444445, 'street_length_total': 5879.74, 'street_length_avg': 653.3044444444445, 'street_segments_count': 9, 'node_density_km': 1.002319203337023, 'intersection_density_km': 0.7795816025954623, 'edge_density_km': 1309.639180584184, 'street_density_km': 654.8195902920919, 'circuity_avg': 1.1257000893908862, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1257000893908862\n", - "4727\n", - "15981802.988473287\n", - "{'n': 1332, 'm': 3816, 'k_avg': 5.72972972972973, 'intersection_count': 1227, 'streets_per_node_avg': 3.0405405405405403, 'streets_per_node_counts': {0: 0, 1: 105, 2: 0, 3: 964, 4: 262, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07882882882882883, 2: 0.0, 3: 0.7237237237237237, 4: 0.1966966966966967, 5: 0.0007507507507507507}, 'edge_length_total': 371211.5000000012, 'edge_length_avg': 97.27764675052443, 'street_length_total': 197999.29599999983, 'street_length_avg': 99.19804408817626, 'street_segments_count': 1996, 'node_density_km': 83.34478913053123, 'intersection_density_km': 76.77481701438575, 'edge_density_km': 23227.135278024245, 'street_density_km': 12389.046226061277, 'circuity_avg': 1.0357243901362156, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0357243901362156\n", - "4728\n", - "13978440.434442108\n", - "{'n': 465, 'm': 1146, 'k_avg': 4.929032258064516, 'intersection_count': 423, 'streets_per_node_avg': 3.0795698924731183, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 312, 4: 101, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09032258064516129, 2: 0.0, 3: 0.6709677419354839, 4: 0.2172043010752688, 5: 0.021505376344086023}, 'edge_length_total': 168817.62799999997, 'edge_length_avg': 147.3103211169284, 'street_length_total': 104960.4119999999, 'street_length_avg': 152.78080349344964, 'street_segments_count': 687, 'node_density_km': 33.26551357290657, 'intersection_density_km': 30.260886540515013, 'edge_density_km': 12077.000205548155, 'street_density_km': 7508.73550538465, 'circuity_avg': 1.040322631058338, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040322631058338\n", - "4729\n", - "1996356.089413542\n", - "error with entry 4729\n", - "4730\n", - "8976046.756856555\n", - "{'n': 105, 'm': 294, 'k_avg': 5.6, 'intersection_count': 99, 'streets_per_node_avg': 3.1142857142857143, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 75, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05714285714285714, 2: 0.0, 3: 0.7142857142857143, 4: 0.22857142857142856}, 'edge_length_total': 63397.33999999997, 'edge_length_avg': 215.63721088435364, 'street_length_total': 31698.670000000016, 'street_length_avg': 215.63721088435386, 'street_segments_count': 147, 'node_density_km': 11.697800027589361, 'intersection_density_km': 11.029354311727111, 'edge_density_km': 7062.946720010397, 'street_density_km': 3531.4733600052023, 'circuity_avg': 1.045753837615248, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045753837615248\n", - "4731\n", - "173628108.9580323\n", - "error with entry 4731\n", - "4732\n", - "4987370.257636159\n", - "{'n': 79, 'm': 200, 'k_avg': 5.063291139240507, 'intersection_count': 56, 'streets_per_node_avg': 2.6455696202531644, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 38, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2911392405063291, 2: 0.0, 3: 0.4810126582278481, 4: 0.22784810126582278}, 'edge_length_total': 33484.264, 'edge_length_avg': 167.42132, 'street_length_total': 16742.131999999998, 'street_length_avg': 167.42131999999998, 'street_segments_count': 100, 'node_density_km': 15.840011051724735, 'intersection_density_km': 11.228362264513736, 'edge_density_km': 6713.811542010997, 'street_density_km': 3356.9057710054976, 'circuity_avg': 1.0318637189375928, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0318637189375928\n", - "4733\n", - "6984313.263384089\n", - "{'n': 77, 'm': 210, 'k_avg': 5.454545454545454, 'intersection_count': 61, 'streets_per_node_avg': 2.8701298701298703, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 39, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2077922077922078, 2: 0.0, 3: 0.5064935064935064, 4: 0.2857142857142857}, 'edge_length_total': 32453.38799999999, 'edge_length_avg': 154.53994285714282, 'street_length_total': 16226.694000000005, 'street_length_avg': 154.5399428571429, 'street_segments_count': 105, 'node_density_km': 11.024705951217802, 'intersection_density_km': 8.733857961354364, 'edge_density_km': 4646.611166503641, 'street_density_km': 2323.3055832518216, 'circuity_avg': 1.0532926172904726, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0532926172904726\n", - "4734\n", - "45946083.92366052\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 5224, 'm': 14626, 'k_avg': 5.599540581929556, 'intersection_count': 4713, 'streets_per_node_avg': 2.9642036753445637, 'streets_per_node_counts': {0: 0, 1: 511, 2: 2, 3: 3886, 4: 813, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09781776416539051, 2: 0.00038284839203675346, 3: 0.7438744257274119, 4: 0.15562787136294026, 5: 0.002297090352220521}, 'edge_length_total': 1244048.2999999924, 'edge_length_avg': 85.05731573909424, 'street_length_total': 669497.3680000082, 'street_length_avg': 87.09475321972268, 'street_segments_count': 7687, 'node_density_km': 113.69848208782457, 'intersection_density_km': 102.57675078099487, 'edge_density_km': 27076.264041718558, 'street_density_km': 14571.369545060228, 'circuity_avg': 1.0407861115379118, 'self_loop_proportion': 0.0004785997538629837, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407861115379118\n", - "4735\n", - "5984110.63605414\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 5, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.7142857142857143}, 'edge_length_total': 6613.3499999999985, 'edge_length_avg': 551.1124999999998, 'street_length_total': 3306.6749999999997, 'street_length_avg': 551.1125, 'street_segments_count': 6, 'node_density_km': 1.1697644688962048, 'intersection_density_km': 0.8355460492115748, 'edge_density_km': 1105.1516929106733, 'street_density_km': 552.5758464553368, 'circuity_avg': 1.0456531753361133, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456531753361133\n", - "4736\n", - "52911276.27662078\n", - "{'n': 6684, 'm': 18864, 'k_avg': 5.644524236983842, 'intersection_count': 6125, 'streets_per_node_avg': 3.109964093357271, 'streets_per_node_counts': {0: 0, 1: 559, 2: 9, 3: 4266, 4: 1839, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08363255535607421, 2: 0.0013464991023339318, 3: 0.6382405745062837, 4: 0.2751346499102334, 5: 0.0014961101137043686, 6: 0.00014961101137043686}, 'edge_length_total': 1351806.1479999924, 'edge_length_avg': 71.6606312553007, 'street_length_total': 753321.8479999981, 'street_length_avg': 72.7636287066549, 'street_segments_count': 10353, 'node_density_km': 126.32467916774429, 'intersection_density_km': 115.7598234444096, 'edge_density_km': 25548.54547323209, 'street_density_km': 14237.453734089167, 'circuity_avg': 1.0314552247040163, 'self_loop_proportion': 0.0006361323155216285, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0314552247040163\n", - "4737\n", - "8986364.457523387\n", - "{'n': 719, 'm': 2018, 'k_avg': 5.613351877607789, 'intersection_count': 689, 'streets_per_node_avg': 3.1404728789986094, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 528, 4: 161}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04172461752433936, 2: 0.0, 3: 0.7343532684283728, 4: 0.2239221140472879}, 'edge_length_total': 206171.0690000002, 'edge_length_avg': 102.16604013875133, 'street_length_total': 113978.46499999995, 'street_length_avg': 104.18506855575865, 'street_segments_count': 1094, 'node_density_km': 80.01010902668799, 'intersection_density_km': 76.67171782946875, 'edge_density_km': 22942.656062362763, 'street_density_km': 12683.490140952068, 'circuity_avg': 1.0326276539550194, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0326276539550194\n", - "4738\n", - "3992927.879297964\n", - "error with entry 4738\n", - "4739\n", - "25938327.034278575\n", - "{'n': 2403, 'm': 7214, 'k_avg': 6.004161464835622, 'intersection_count': 2280, 'streets_per_node_avg': 3.1760299625468167, 'streets_per_node_counts': {0: 0, 1: 123, 2: 2, 3: 1618, 4: 649, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05118601747815231, 2: 0.0008322929671244278, 3: 0.6733250104036621, 4: 0.2700790678318768, 5: 0.004577611319184353}, 'edge_length_total': 486727.7070000025, 'edge_length_avg': 67.46987898530669, 'street_length_total': 265828.08299999987, 'street_length_avg': 69.99159636650866, 'street_segments_count': 3798, 'node_density_km': 92.64282915487709, 'intersection_density_km': 87.90081168253008, 'edge_density_km': 18764.807242840743, 'street_density_km': 10248.46678232937, 'circuity_avg': 1.0242795899046593, 'self_loop_proportion': 0.0002772387025228722, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0242795899046593\n", - "4740\n", - "998131.119853413\n", - "{'n': 11, 'm': 24, 'k_avg': 4.363636363636363, 'intersection_count': 9, 'streets_per_node_avg': 2.727272727272727, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 8, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.7272727272727273, 4: 0.09090909090909091}, 'edge_length_total': 3160.0340000000006, 'edge_length_avg': 131.66808333333336, 'street_length_total': 1580.017, 'street_length_avg': 131.66808333333333, 'street_segments_count': 12, 'node_density_km': 11.020596173392006, 'intersection_density_km': 9.016851414593459, 'edge_density_km': 3165.9507825626033, 'street_density_km': 1582.9753912813014, 'circuity_avg': 1.162575553421282, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.162575553421282\n", - "4741\n", - "9981737.878899941\n", - "{'n': 14, 'm': 32, 'k_avg': 4.571428571428571, 'intersection_count': 10, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.7142857142857143}, 'edge_length_total': 6069.763999999999, 'edge_length_avg': 189.68012499999998, 'street_length_total': 3034.8819999999996, 'street_length_avg': 189.68012499999998, 'street_segments_count': 16, 'node_density_km': 1.4025613745672612, 'intersection_density_km': 1.0018295532623294, 'edge_density_km': 608.0868956527769, 'street_density_km': 304.04344782638844, 'circuity_avg': 1.0656426601983096, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0656426601983096\n", - "4742\n", - "13978265.65935807\n", - "{'n': 986, 'm': 2779, 'k_avg': 5.636916835699797, 'intersection_count': 916, 'streets_per_node_avg': 3.0314401622718052, 'streets_per_node_counts': {0: 0, 1: 70, 2: 1, 3: 744, 4: 170, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07099391480730223, 2: 0.0010141987829614604, 3: 0.7545638945233266, 4: 0.1724137931034483, 5: 0.0010141987829614604}, 'edge_length_total': 238533.03700000068, 'edge_length_avg': 85.83412630442629, 'street_length_total': 131529.525, 'street_length_avg': 89.47586734693877, 'street_segments_count': 1470, 'node_density_km': 70.53807847326895, 'intersection_density_km': 65.53030413946689, 'edge_density_km': 17064.566006463705, 'street_density_km': 9409.573991888225, 'circuity_avg': 1.022685702467101, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.022685702467101\n", - "4743\n", - "18953725.449591268\n", - "{'n': 940, 'm': 2565, 'k_avg': 5.457446808510638, 'intersection_count': 753, 'streets_per_node_avg': 2.7851063829787233, 'streets_per_node_counts': {0: 0, 1: 187, 2: 0, 3: 584, 4: 166, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19893617021276597, 2: 0.0, 3: 0.6212765957446809, 4: 0.17659574468085107, 5: 0.0031914893617021275}, 'edge_length_total': 213741.9349999997, 'edge_length_avg': 83.33018908382054, 'street_length_total': 108544.02099999992, 'street_length_avg': 83.62405315870564, 'street_segments_count': 1298, 'node_density_km': 49.59447167787644, 'intersection_density_km': 39.72833741855421, 'edge_density_km': 11277.040789076587, 'street_density_km': 5726.790824773746, 'circuity_avg': 1.0354908063002022, 'self_loop_proportion': 0.0007797270955165692, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0354908063002022\n", - "4744\n", - "2992229.869901893\n", - "{'n': 195, 'm': 526, 'k_avg': 5.394871794871795, 'intersection_count': 160, 'streets_per_node_avg': 2.7948717948717947, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 130, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1794871794871795, 2: 0.0, 3: 0.6666666666666666, 4: 0.15384615384615385}, 'edge_length_total': 45432.216, 'edge_length_avg': 86.37303422053232, 'street_length_total': 23018.014, 'street_length_avg': 87.18944696969697, 'street_segments_count': 264, 'node_density_km': 65.16878999219185, 'intersection_density_km': 53.471827685901, 'edge_density_km': 15183.397658378964, 'street_density_km': 7692.595489247855, 'circuity_avg': 1.045837880077986, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045837880077986\n", - "4745\n", - "12964964.932696516\n", - "error with entry 4745\n", - "4746\n", - "11979783.434789151\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 49, 'm': 110, 'k_avg': 4.489795918367347, 'intersection_count': 35, 'streets_per_node_avg': 2.4489795918367347, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 34, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.6938775510204082, 4: 0.02040816326530612}, 'edge_length_total': 30828.114000000005, 'edge_length_avg': 280.25558181818184, 'street_length_total': 15414.056999999999, 'street_length_avg': 280.2555818181818, 'street_segments_count': 55, 'node_density_km': 4.0902241903392484, 'intersection_density_km': 2.9215887073851774, 'edge_density_km': 2573.3448494966547, 'street_density_km': 1286.6724247483269, 'circuity_avg': 1.1278306505232594, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1278306505232594\n", - "4747\n", - "37901748.72945274\n", - "{'n': 2698, 'm': 6787, 'k_avg': 5.031134173461823, 'intersection_count': 2210, 'streets_per_node_avg': 2.734988880652335, 'streets_per_node_counts': {0: 0, 1: 488, 2: 2, 3: 1953, 4: 247, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1808747220163084, 2: 0.0007412898443291327, 3: 0.7238695329873981, 4: 0.09154929577464789, 5: 0.0029651593773165306}, 'edge_length_total': 639398.2169999967, 'edge_length_avg': 94.20925548843329, 'street_length_total': 342901.43199999916, 'street_length_avg': 94.0486648381786, 'street_segments_count': 3646, 'node_density_km': 71.18405061620376, 'intersection_density_km': 58.30865524900308, 'edge_density_km': 16869.8869691765, 'street_density_km': 9047.113747908337, 'circuity_avg': 1.1019301470669156, 'self_loop_proportion': 0.0023574480624723735, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1019301470669156\n", - "4748\n", - "8990783.3260604\n", - "{'n': 48, 'm': 110, 'k_avg': 4.583333333333333, 'intersection_count': 45, 'streets_per_node_avg': 3.125, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 33, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0625, 2: 0.0, 3: 0.6875, 4: 0.25}, 'edge_length_total': 30898.547, 'edge_length_avg': 280.8958818181818, 'street_length_total': 18856.127000000004, 'street_length_avg': 261.89065277777786, 'street_segments_count': 72, 'node_density_km': 5.3388006649953095, 'intersection_density_km': 5.005125623433103, 'edge_density_km': 3436.6913181456007, 'street_density_km': 2097.272986809084, 'circuity_avg': 1.1013159144081874, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1013159144081874\n", - "4749\n", - "6985468.222105688\n", - "{'n': 115, 'm': 307, 'k_avg': 5.339130434782609, 'intersection_count': 97, 'streets_per_node_avg': 2.8956521739130436, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 73, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1565217391304348, 2: 0.0, 3: 0.6347826086956522, 4: 0.20869565217391303}, 'edge_length_total': 33878.678999999975, 'edge_length_avg': 110.35400325732891, 'street_length_total': 18017.087999999996, 'street_length_avg': 111.21659259259256, 'street_segments_count': 162, 'node_density_km': 16.46274757017427, 'intersection_density_km': 13.885969689625254, 'edge_density_km': 4849.879481634466, 'street_density_km': 2579.224101683617, 'circuity_avg': 1.0284733805751, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0284733805751\n", - "4750\n", - "1994691.4442831513\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 3, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 3404.9040000000005, 'edge_length_avg': 425.61300000000006, 'street_length_total': 1702.452, 'street_length_avg': 425.613, 'street_segments_count': 4, 'node_density_km': 2.506653354497588, 'intersection_density_km': 1.5039920126985529, 'edge_density_km': 1706.9828066684513, 'street_density_km': 853.4914033342255, 'circuity_avg': 1.016898013238213, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.016898013238213\n", - "4751\n", - "5983988.252039455\n", - "error with entry 4751\n", - "4752\n", - "8976130.795512408\n", - "{'n': 146, 'm': 408, 'k_avg': 5.589041095890411, 'intersection_count': 138, 'streets_per_node_avg': 3.089041095890411, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 110, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0547945205479452, 2: 0.0, 3: 0.7534246575342466, 4: 0.18493150684931506, 5: 0.00684931506849315}, 'edge_length_total': 77894.0580000001, 'edge_length_avg': 190.91680882352966, 'street_length_total': 38947.02899999998, 'street_length_avg': 190.91680882352932, 'street_segments_count': 204, 'node_density_km': 16.265360134122858, 'intersection_density_km': 15.374107524033933, 'edge_density_km': 8677.910312864762, 'street_density_km': 4338.955156432373, 'circuity_avg': 1.0505956043191655, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0505956043191655\n", - "4753\n", - "7986143.246979637\n", - "{'n': 73, 'm': 176, 'k_avg': 4.821917808219178, 'intersection_count': 60, 'streets_per_node_avg': 2.712328767123288, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 55, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1780821917808219, 2: 0.0, 3: 0.7534246575342466, 4: 0.0684931506849315}, 'edge_length_total': 44809.55399999997, 'edge_length_avg': 254.59973863636344, 'street_length_total': 22404.776999999995, 'street_length_avg': 254.59973863636358, 'street_segments_count': 88, 'node_density_km': 9.140832782783935, 'intersection_density_km': 7.513013246123782, 'edge_density_km': 5610.912879248311, 'street_density_km': 2805.4564396241567, 'circuity_avg': 1.1306391299492244, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1306391299492244\n", - "4754\n", - "36958606.37641909\n", - "{'n': 3039, 'm': 8716, 'k_avg': 5.736097400460678, 'intersection_count': 2810, 'streets_per_node_avg': 3.1112207963145773, 'streets_per_node_counts': {0: 0, 1: 229, 2: 3, 3: 2018, 4: 779, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07535373478117802, 2: 0.0009871668311944718, 3: 0.6640342217834814, 4: 0.2563343205001645, 5: 0.003290556103981573}, 'edge_length_total': 685921.0259999972, 'edge_length_avg': 78.6967675539235, 'street_length_total': 384892.9099999996, 'street_length_avg': 81.61427268871917, 'street_segments_count': 4716, 'node_density_km': 82.22712645190514, 'intersection_density_km': 76.03100537342989, 'edge_density_km': 18559.169115143886, 'street_density_km': 10414.161889112112, 'circuity_avg': 1.0273315277790194, 'self_loop_proportion': 0.0009178522257916476, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0273315277790194\n", - "4755\n", - "11987882.909948617\n", - "{'n': 10, 'm': 22, 'k_avg': 4.4, 'intersection_count': 9, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1, 2: 0.0, 3: 0.9}, 'edge_length_total': 23915.93, 'edge_length_avg': 1087.0877272727273, 'street_length_total': 11957.965, 'street_length_avg': 1087.0877272727273, 'street_segments_count': 11, 'node_density_km': 0.8341756484542493, 'intersection_density_km': 0.7507580836088243, 'edge_density_km': 1995.0086416136435, 'street_density_km': 997.5043208068217, 'circuity_avg': 1.1168015105403073, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1168015105403073\n", - "4756\n", - "4991454.784434701\n", - "{'n': 5, 'm': 10, 'k_avg': 4.0, 'intersection_count': 5, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 5938.518, 'edge_length_avg': 593.8518, 'street_length_total': 2969.259, 'street_length_avg': 593.8518, 'street_segments_count': 5, 'node_density_km': 1.0017119689417895, 'intersection_density_km': 1.0017119689417895, 'edge_density_km': 1189.7369116752516, 'street_density_km': 594.8684558376258, 'circuity_avg': 1.1853876090688926, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1853876090688926\n", - "4757\n", - "1996315.661665258\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 4757\n", - "4758\n", - "2994027.99213171\n", - "error with entry 4758\n", - "4759\n", - "4988418.889192689\n", - "{'n': 24, 'm': 52, 'k_avg': 4.333333333333333, 'intersection_count': 18, 'streets_per_node_avg': 2.5416666666666665, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 17, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.7083333333333334, 4: 0.041666666666666664}, 'edge_length_total': 10793.684, 'edge_length_avg': 207.57084615384613, 'street_length_total': 5396.842000000001, 'street_length_avg': 207.57084615384616, 'street_segments_count': 26, 'node_density_km': 4.811143677608054, 'intersection_density_km': 3.6083577582060404, 'edge_density_km': 2163.748522279134, 'street_density_km': 1081.8742611395671, 'circuity_avg': 1.0833964842333317, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0833964842333317\n", - "4760\n", - "998038.6885659466\n", - "{'n': 18, 'm': 42, 'k_avg': 4.666666666666667, 'intersection_count': 15, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 12, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.6666666666666666, 4: 0.16666666666666666}, 'edge_length_total': 6121.4039999999995, 'edge_length_avg': 145.74771428571427, 'street_length_total': 3060.702, 'street_length_avg': 145.7477142857143, 'street_segments_count': 21, 'node_density_km': 18.035372983249463, 'intersection_density_km': 15.02947748604122, 'edge_density_km': 6133.43357339751, 'street_density_km': 3066.7167866987556, 'circuity_avg': 1.0619435145839105, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0619435145839105\n", - "4761\n", - "5989763.957107114\n", - "{'n': 14, 'm': 36, 'k_avg': 5.142857142857143, 'intersection_count': 14, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 17949.388, 'edge_length_avg': 498.5941111111111, 'street_length_total': 8974.694, 'street_length_avg': 498.5941111111111, 'street_segments_count': 18, 'node_density_km': 2.337320819360235, 'intersection_density_km': 2.337320819360235, 'edge_density_km': 2996.6770190839115, 'street_density_km': 1498.3385095419558, 'circuity_avg': 1.1186542893899023, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1186542893899023\n", - "4762\n", - "68819283.31403625\n", - "{'n': 1614, 'm': 4289, 'k_avg': 5.314745972738538, 'intersection_count': 1344, 'streets_per_node_avg': 2.774473358116481, 'streets_per_node_counts': {0: 0, 1: 270, 2: 3, 3: 1165, 4: 173, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16728624535315986, 2: 0.0018587360594795538, 3: 0.7218091697645601, 4: 0.10718711276332094, 5: 0.0018587360594795538}, 'edge_length_total': 407691.5289999997, 'edge_length_avg': 95.05514782000459, 'street_length_total': 208105.51700000005, 'street_length_avg': 94.63643337880858, 'street_segments_count': 2199, 'node_density_km': 23.45272897764705, 'intersection_density_km': 19.529410003691222, 'edge_density_km': 5924.088560173187, 'street_density_km': 3023.9419386332847, 'circuity_avg': 1.1120834399417527, 'self_loop_proportion': 0.0023315458148752623, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1120834399417527\n", - "4763\n", - "22939783.65591582\n", - "{'n': 58, 'm': 128, 'k_avg': 4.413793103448276, 'intersection_count': 47, 'streets_per_node_avg': 2.689655172413793, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 43, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1896551724137931, 2: 0.0, 3: 0.7413793103448276, 4: 0.06896551724137931}, 'edge_length_total': 68225.67799999999, 'edge_length_avg': 533.0131093749999, 'street_length_total': 34112.839, 'street_length_avg': 533.013109375, 'street_segments_count': 64, 'node_density_km': 2.5283586310127513, 'intersection_density_km': 2.0488423389241257, 'edge_density_km': 2974.120376344771, 'street_density_km': 1487.060188172386, 'circuity_avg': 1.0912620582880121, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0912620582880121\n", - "4764\n", - "8984510.702059105\n", - "{'n': 60, 'm': 150, 'k_avg': 5.0, 'intersection_count': 46, 'streets_per_node_avg': 2.7, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 36, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23333333333333334, 2: 0.0, 3: 0.6, 4: 0.16666666666666666}, 'edge_length_total': 34659.2, 'edge_length_avg': 231.06133333333332, 'street_length_total': 17329.6, 'street_length_avg': 231.06133333333332, 'street_segments_count': 75, 'node_density_km': 6.678160001106011, 'intersection_density_km': 5.119922667514609, 'edge_density_km': 3857.661385172224, 'street_density_km': 1928.830692586112, 'circuity_avg': 1.0793549114398466, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0793549114398466\n", - "4765\n", - "12979841.194944657\n", - "{'n': 840, 'm': 2188, 'k_avg': 5.20952380952381, 'intersection_count': 803, 'streets_per_node_avg': 3.1083333333333334, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 639, 4: 163, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04404761904761905, 2: 0.0, 3: 0.7607142857142857, 4: 0.19404761904761905, 5: 0.0011904761904761906}, 'edge_length_total': 244933.5139999998, 'edge_length_avg': 111.94401919561234, 'street_length_total': 148457.7189999999, 'street_length_avg': 116.620360565593, 'street_segments_count': 1273, 'node_density_km': 64.71573784178193, 'intersection_density_km': 61.865163674941535, 'edge_density_km': 18870.301286536203, 'street_density_km': 11437.560504039193, 'circuity_avg': 1.0249212457870376, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0249212457870376\n", - "4766\n", - "10970568.333444547\n", - "{'n': 8, 'm': 18, 'k_avg': 4.5, 'intersection_count': 6, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 4217.920000000001, 'edge_length_avg': 234.32888888888894, 'street_length_total': 2108.96, 'street_length_avg': 234.32888888888888, 'street_segments_count': 9, 'node_density_km': 0.7292238429992217, 'intersection_density_km': 0.5469178822494163, 'edge_density_km': 384.4759789829098, 'street_density_km': 192.23798949145484, 'circuity_avg': 1.2667468374433062, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2667468374433062\n", - "4767\n", - "5988567.620788621\n", - "{'n': 27, 'm': 56, 'k_avg': 4.148148148148148, 'intersection_count': 17, 'streets_per_node_avg': 2.259259259259259, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37037037037037035, 2: 0.0, 3: 0.6296296296296297}, 'edge_length_total': 16038.105999999994, 'edge_length_avg': 286.3947499999999, 'street_length_total': 8019.053000000001, 'street_length_avg': 286.39475000000004, 'street_segments_count': 28, 'node_density_km': 4.508590653009013, 'intersection_density_km': 2.838742263005675, 'edge_density_km': 2678.1205482802866, 'street_density_km': 1339.060274140144, 'circuity_avg': 1.1754067911174952, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1754067911174952\n", - "4768\n", - "40893472.907151215\n", - "{'n': 209, 'm': 492, 'k_avg': 4.708133971291866, 'intersection_count': 151, 'streets_per_node_avg': 2.511961722488038, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 137, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27751196172248804, 2: 0.0, 3: 0.6555023923444976, 4: 0.06698564593301436}, 'edge_length_total': 184867.80599999995, 'edge_length_avg': 375.7475731707316, 'street_length_total': 92433.90299999999, 'street_length_avg': 375.7475731707317, 'street_segments_count': 246, 'node_density_km': 5.110840071581479, 'intersection_density_km': 3.692520817267002, 'edge_density_km': 4520.7167026323, 'street_density_km': 2260.3583513161507, 'circuity_avg': 1.1015595461304293, 'self_loop_proportion': 0.0040650406504065045, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1015595461304293\n", - "4769\n", - "7989248.185034137\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 96, 'm': 189, 'k_avg': 3.9375, 'intersection_count': 96, 'streets_per_node_avg': 3.2395833333333335, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 73, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.7604166666666666, 4: 0.23958333333333334}, 'edge_length_total': 54733.05300000003, 'edge_length_avg': 289.5928730158732, 'street_length_total': 39129.95900000001, 'street_length_avg': 268.01341780821923, 'street_segments_count': 146, 'node_density_km': 12.01614942690503, 'intersection_density_km': 12.01614942690503, 'edge_density_km': 6850.8389941532605, 'street_density_km': 4897.8274417986195, 'circuity_avg': 1.0798807305991776, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0798807305991776\n", - "4770\n", - "6985538.540340865\n", - "{'n': 122, 'm': 265, 'k_avg': 4.344262295081967, 'intersection_count': 111, 'streets_per_node_avg': 3.0655737704918034, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 83, 4: 27, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09016393442622951, 2: 0.0, 3: 0.680327868852459, 4: 0.22131147540983606, 5: 0.0, 6: 0.00819672131147541}, 'edge_length_total': 42384.19299999996, 'edge_length_avg': 159.94035094339608, 'street_length_total': 29136.70799999998, 'street_length_avg': 161.87059999999988, 'street_segments_count': 180, 'node_density_km': 17.464652051586405, 'intersection_density_km': 15.889970309230254, 'edge_density_km': 6067.419534690848, 'street_density_km': 4171.003829087489, 'circuity_avg': 1.0831067457836434, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0831067457836434\n", - "4771\n", - "10971276.11704069\n", - "{'n': 1249, 'm': 3801, 'k_avg': 6.086469175340272, 'intersection_count': 1130, 'streets_per_node_avg': 3.0744595676541233, 'streets_per_node_counts': {0: 0, 1: 119, 2: 0, 3: 801, 4: 327, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09527622097678143, 2: 0.0, 3: 0.6413130504403523, 4: 0.2618094475580464, 5: 0.0016012810248198558}, 'edge_length_total': 258843.71799999996, 'edge_length_avg': 68.09884714548802, 'street_length_total': 129794.04900000007, 'street_length_avg': 68.13335905511815, 'street_segments_count': 1905, 'node_density_km': 113.84272774431786, 'intersection_density_km': 102.99622285915066, 'edge_density_km': 23592.85421665411, 'street_density_km': 11830.351147429672, 'circuity_avg': 1.0104240331167789, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0104240331167789\n", - "4772\n", - "4986714.045205388\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 5, 'streets_per_node_avg': 2.5714285714285716, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.5714285714285714, 4: 0.14285714285714285}, 'edge_length_total': 7566.172, 'edge_length_avg': 540.4408571428571, 'street_length_total': 3783.0860000000002, 'street_length_avg': 540.4408571428572, 'street_segments_count': 7, 'node_density_km': 1.4037299786079254, 'intersection_density_km': 1.0026642704342323, 'edge_density_km': 1517.2660656719834, 'street_density_km': 758.6330328359917, 'circuity_avg': 1.0500075600808731, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0500075600808731\n", - "4773\n", - "14965172.819431446\n", - "{'n': 70, 'm': 148, 'k_avg': 4.228571428571429, 'intersection_count': 46, 'streets_per_node_avg': 2.357142857142857, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 43, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34285714285714286, 2: 0.0, 3: 0.6142857142857143, 4: 0.04285714285714286}, 'edge_length_total': 45607.95999999998, 'edge_length_avg': 308.16189189189174, 'street_length_total': 22803.980000000007, 'street_length_avg': 308.16189189189197, 'street_segments_count': 74, 'node_density_km': 4.677527005174901, 'intersection_density_km': 3.0738034605435063, 'edge_density_km': 3047.6066364419507, 'street_density_km': 1523.8033182209767, 'circuity_avg': 1.127660201869929, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.127660201869929\n", - "4774\n", - "14967564.460315863\n", - "{'n': 138, 'm': 360, 'k_avg': 5.217391304347826, 'intersection_count': 118, 'streets_per_node_avg': 2.9855072463768115, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 82, 4: 34, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14492753623188406, 2: 0.0, 3: 0.5942028985507246, 4: 0.2463768115942029, 5: 0.014492753623188406}, 'edge_length_total': 57433.495999999985, 'edge_length_avg': 159.53748888888884, 'street_length_total': 33758.252, 'street_length_avg': 171.3616852791878, 'street_segments_count': 197, 'node_density_km': 9.219936908632345, 'intersection_density_km': 7.8837141682508465, 'edge_density_km': 3837.197170740493, 'street_density_km': 2255.4271998964614, 'circuity_avg': 1.027443615958937, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027443615958937\n", - "4775\n", - "3989574.615162041\n", - "{'n': 15, 'm': 32, 'k_avg': 4.266666666666667, 'intersection_count': 12, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 9, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.6, 4: 0.2}, 'edge_length_total': 13662.735999999997, 'edge_length_avg': 426.9604999999999, 'street_length_total': 6831.367999999998, 'street_length_avg': 426.96049999999985, 'street_segments_count': 16, 'node_density_km': 3.759799338755006, 'intersection_density_km': 3.007839471004005, 'edge_density_km': 3424.609718558947, 'street_density_km': 1712.3048592794732, 'circuity_avg': 1.03211223879444, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03211223879444\n", - "4776\n", - "5989416.06980891\n", - "{'n': 12, 'm': 22, 'k_avg': 3.6666666666666665, 'intersection_count': 11, 'streets_per_node_avg': 2.9166666666666665, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 10, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08333333333333333, 2: 0.0, 3: 0.8333333333333334, 4: 0.08333333333333333}, 'edge_length_total': 15105.229000000001, 'edge_length_avg': 686.6013181818182, 'street_length_total': 8539.976999999999, 'street_length_avg': 711.6647499999999, 'street_segments_count': 12, 'node_density_km': 2.0035342110375134, 'intersection_density_km': 1.8365730267843874, 'edge_density_km': 2521.9869222546645, 'street_density_km': 1425.844673414459, 'circuity_avg': 1.0960665766653819, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0960665766653819\n", - "4777\n", - "3995159.8412305936\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 0, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.0, 4: 0.5}, 'edge_length_total': 237.3, 'edge_length_avg': 118.65, 'street_length_total': 118.65, 'street_length_avg': 118.65, 'street_segments_count': 1, 'node_density_km': 0.5006057528311452, 'intersection_density_km': 0.2503028764155726, 'edge_density_km': 59.396872573415386, 'street_density_km': 29.698436286707693, 'circuity_avg': 1.0216055349467281, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0216055349467281\n", - "4778\n", - "3992742.8193723923\n", - "{'n': 8, 'm': 16, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.625, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.625, 4: 0.125}, 'edge_length_total': 6382.04, 'edge_length_avg': 398.8775, 'street_length_total': 3191.02, 'street_length_avg': 398.8775, 'street_segments_count': 8, 'node_density_km': 2.0036351856134567, 'intersection_density_km': 1.5027263892100926, 'edge_density_km': 1598.4099874990632, 'street_density_km': 799.2049937495316, 'circuity_avg': 1.1095605727131341, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1095605727131341\n", - "4779\n", - "108714271.13274875\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 910, 'm': 2224, 'k_avg': 4.887912087912088, 'intersection_count': 717, 'streets_per_node_avg': 2.6615384615384614, 'streets_per_node_counts': {0: 0, 1: 193, 2: 0, 3: 639, 4: 78}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21208791208791208, 2: 0.0, 3: 0.7021978021978021, 4: 0.08571428571428572}, 'edge_length_total': 632997.3069999982, 'edge_length_avg': 284.6210912769776, 'street_length_total': 316539.1599999997, 'street_length_avg': 284.1464631956909, 'street_segments_count': 1114, 'node_density_km': 8.370566168712273, 'intersection_density_km': 6.595270266996374, 'edge_density_km': 5822.57784929688, 'street_density_km': 2911.661520624834, 'circuity_avg': 1.0633290393486876, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0633290393486876\n", - "4780\n", - "7979696.4385397835\n", - "{'n': 10, 'm': 18, 'k_avg': 3.6, 'intersection_count': 6, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 8096.752, 'edge_length_avg': 449.81955555555555, 'street_length_total': 4048.3759999999997, 'street_length_avg': 449.81955555555555, 'street_segments_count': 9, 'node_density_km': 1.2531805034214953, 'intersection_density_km': 0.7519083020528973, 'edge_density_km': 1014.6691747439, 'street_density_km': 507.33458737194997, 'circuity_avg': 1.234790974160075, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.234790974160075\n", - "4781\n", - "12984664.501192732\n", - "{'n': 742, 'm': 2085, 'k_avg': 5.619946091644205, 'intersection_count': 658, 'streets_per_node_avg': 2.92722371967655, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 549, 4: 104, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11320754716981132, 2: 0.0, 3: 0.7398921832884097, 4: 0.14016172506738545, 5: 0.006738544474393531}, 'edge_length_total': 218720.82200000063, 'edge_length_avg': 104.90207290167896, 'street_length_total': 111350.52699999987, 'street_length_avg': 105.24624480151216, 'street_segments_count': 1058, 'node_density_km': 57.14433360460273, 'intersection_density_km': 50.67516376257223, 'edge_density_km': 16844.54935126815, 'street_density_km': 8575.541323364308, 'circuity_avg': 1.0317433712724038, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0317433712724038\n", - "4782\n", - "3991054.3527713297\n", - "{'n': 281, 'm': 836, 'k_avg': 5.950177935943061, 'intersection_count': 267, 'streets_per_node_avg': 3.1779359430604983, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 191, 4: 74, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0498220640569395, 2: 0.0, 3: 0.6797153024911032, 4: 0.26334519572953735, 5: 0.0071174377224199285}, 'edge_length_total': 70444.18199999997, 'edge_length_avg': 84.26337559808609, 'street_length_total': 37259.65099999998, 'street_length_avg': 84.68102499999996, 'street_segments_count': 440, 'node_density_km': 70.40746007502446, 'intersection_density_km': 66.89961508908019, 'edge_density_km': 17650.51932983187, 'street_density_km': 9335.791424170264, 'circuity_avg': 1.0157060452731501, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0157060452731501\n", - "4783\n", - "21941639.79749212\n", - "{'n': 130, 'm': 288, 'k_avg': 4.430769230769231, 'intersection_count': 89, 'streets_per_node_avg': 2.4076923076923076, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 84, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3153846153846154, 2: 0.0, 3: 0.6461538461538462, 4: 0.038461538461538464}, 'edge_length_total': 86492.69800000002, 'edge_length_avg': 300.3218680555556, 'street_length_total': 43246.349, 'street_length_avg': 300.32186805555557, 'street_segments_count': 144, 'node_density_km': 5.924807863032129, 'intersection_density_km': 4.056214613921996, 'edge_density_km': 3941.9432092712573, 'street_density_km': 1970.9716046356282, 'circuity_avg': 1.1044843559093978, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1044843559093978\n", - "4784\n", - "9979166.911771487\n", - "{'n': 648, 'm': 1886, 'k_avg': 5.820987654320987, 'intersection_count': 627, 'streets_per_node_avg': 3.1419753086419755, 'streets_per_node_counts': {0: 0, 1: 21, 2: 1, 3: 492, 4: 133, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.032407407407407406, 2: 0.0015432098765432098, 3: 0.7592592592592593, 4: 0.2052469135802469, 5: 0.0015432098765432098}, 'edge_length_total': 172059.54600000047, 'edge_length_avg': 91.22987592788996, 'street_length_total': 90473.08300000014, 'street_length_avg': 92.03772431332669, 'street_segments_count': 983, 'node_density_km': 64.93528024224298, 'intersection_density_km': 62.83089616031844, 'edge_density_km': 17241.874749788778, 'street_density_km': 9066.195986087529, 'circuity_avg': 1.0225891112124306, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0225891112124306\n", - "4785\n", - "203663142.1007621\n", - "error with entry 4785\n", - "4786\n", - "6988334.418032673\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 4, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 3, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5, 4: 0.16666666666666666}, 'edge_length_total': 11874.900000000001, 'edge_length_avg': 1187.4900000000002, 'street_length_total': 5937.450000000001, 'street_length_avg': 1187.4900000000002, 'street_segments_count': 5, 'node_density_km': 0.8585736802345378, 'intersection_density_km': 0.572382453489692, 'edge_density_km': 1699.246099236186, 'street_density_km': 849.623049618093, 'circuity_avg': 1.0326786157087395, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0326786157087395\n", - "4787\n", - "9978742.609029582\n", - "{'n': 59, 'm': 172, 'k_avg': 5.830508474576271, 'intersection_count': 51, 'streets_per_node_avg': 2.9491525423728815, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 38, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13559322033898305, 2: 0.0, 3: 0.6440677966101694, 4: 0.22033898305084745}, 'edge_length_total': 14400.948000000004, 'edge_length_avg': 83.72644186046514, 'street_length_total': 7200.473999999999, 'street_length_avg': 83.7264418604651, 'street_segments_count': 86, 'node_density_km': 5.912568578190601, 'intersection_density_km': 5.1108643641986555, 'edge_density_km': 1443.162587134861, 'street_density_km': 721.5812935674303, 'circuity_avg': 1.10467154743764, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.10467154743764\n", - "4788\n", - "3989437.2557035615\n", - "{'n': 13, 'm': 30, 'k_avg': 4.615384615384615, 'intersection_count': 9, 'streets_per_node_avg': 2.3846153846153846, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3076923076923077, 2: 0.0, 3: 0.6923076923076923}, 'edge_length_total': 5272.937999999999, 'edge_length_avg': 175.76459999999997, 'street_length_total': 2636.4689999999996, 'street_length_avg': 175.76459999999997, 'street_segments_count': 15, 'node_density_km': 3.2586049527196717, 'intersection_density_km': 2.2559572749597727, 'edge_density_km': 1321.7247601679812, 'street_density_km': 660.8623800839906, 'circuity_avg': 1.0566268614841867, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0566268614841867\n", - "4789\n", - "6986627.299833139\n", - "{'n': 45, 'm': 87, 'k_avg': 3.8666666666666667, 'intersection_count': 41, 'streets_per_node_avg': 2.9555555555555557, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 35, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08888888888888889, 2: 0.0, 3: 0.7777777777777778, 4: 0.13333333333333333}, 'edge_length_total': 23571.111, 'edge_length_avg': 270.9323103448276, 'street_length_total': 17248.024999999998, 'street_length_avg': 292.339406779661, 'street_segments_count': 59, 'node_density_km': 6.4408759861964775, 'intersection_density_km': 5.868353676312346, 'edge_density_km': 3373.746729063814, 'street_density_km': 2468.719778484811, 'circuity_avg': 1.2426096882285245, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2426096882285245\n", - "4790\n", - "4992433.53865371\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 371, 'm': 919, 'k_avg': 4.954177897574124, 'intersection_count': 299, 'streets_per_node_avg': 2.765498652291105, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 242, 4: 57}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1940700808625337, 2: 0.0, 3: 0.6522911051212938, 4: 0.15363881401617252}, 'edge_length_total': 86135.04800000001, 'edge_length_avg': 93.7269292709467, 'street_length_total': 46064.75899999996, 'street_length_avg': 93.06011919191911, 'street_segments_count': 495, 'node_density_km': 74.31245646587938, 'intersection_density_km': 59.89063203045266, 'edge_density_km': 17253.11861101464, 'street_density_km': 9226.914818864481, 'circuity_avg': 1.0433435802581734, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0433435802581734\n", - "4791\n", - "7978898.358512388\n", - "{'n': 36, 'm': 78, 'k_avg': 4.333333333333333, 'intersection_count': 25, 'streets_per_node_avg': 2.4444444444444446, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 23, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3055555555555556, 2: 0.0, 3: 0.6388888888888888, 4: 0.05555555555555555}, 'edge_length_total': 15508.1, 'edge_length_avg': 198.82179487179488, 'street_length_total': 7754.050000000002, 'street_length_avg': 198.82179487179494, 'street_segments_count': 39, 'node_density_km': 4.511901064837222, 'intersection_density_km': 3.1332646283591816, 'edge_density_km': 1943.6392473222809, 'street_density_km': 971.8196236611407, 'circuity_avg': 1.0652221366237882, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0652221366237882\n", - "4792\n", - "12984359.116106905\n", - "{'n': 3, 'm': 6, 'k_avg': 4.0, 'intersection_count': 3, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 3525.87, 'edge_length_avg': 587.645, 'street_length_total': 1762.935, 'street_length_avg': 587.645, 'street_segments_count': 3, 'node_density_km': 0.23104721404990597, 'intersection_density_km': 0.23104721404990597, 'edge_density_km': 271.547480200714, 'street_density_km': 135.773740100357, 'circuity_avg': 1.7096070158053978, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.7096070158053978\n", - "4793\n", - "997410.2554415298\n", - "error with entry 4793\n", - "4794\n", - "7978361.3395234225\n", - "{'n': 60, 'm': 144, 'k_avg': 4.8, 'intersection_count': 49, 'streets_per_node_avg': 2.8666666666666667, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 35, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18333333333333332, 2: 0.0, 3: 0.5833333333333334, 4: 0.23333333333333334}, 'edge_length_total': 38734.46399999996, 'edge_length_avg': 268.9893333333331, 'street_length_total': 19367.23200000001, 'street_length_avg': 268.9893333333335, 'street_segments_count': 72, 'node_density_km': 7.520341263909717, 'intersection_density_km': 6.141612032192936, 'edge_density_km': 4854.9397992437525, 'street_density_km': 2427.46989962188, 'circuity_avg': 1.0348769975096077, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0348769975096077\n", - "4795\n", - "19960458.926831506\n", - "{'n': 1902, 'm': 5317, 'k_avg': 5.590956887486856, 'intersection_count': 1756, 'streets_per_node_avg': 3.025762355415352, 'streets_per_node_counts': {0: 0, 1: 146, 2: 1, 3: 1428, 4: 312, 5: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07676130389064142, 2: 0.0005257623554153522, 3: 0.750788643533123, 4: 0.1640378548895899, 5: 0.007886435331230283}, 'edge_length_total': 460404.50700000115, 'edge_length_avg': 86.59103009215745, 'street_length_total': 247540.19499999983, 'street_length_avg': 87.56285638486021, 'street_segments_count': 2827, 'node_density_km': 95.28839026057005, 'intersection_density_km': 87.97392917852841, 'edge_density_km': 23065.82772909646, 'street_density_km': 12401.528236770555, 'circuity_avg': 1.0402353226308998, 'self_loop_proportion': 0.0003761519653940192, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0402353226308998\n", - "4796\n", - "14965430.934562871\n", - "{'n': 32, 'm': 80, 'k_avg': 5.0, 'intersection_count': 26, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 22, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.6875, 4: 0.125}, 'edge_length_total': 42233.716000000015, 'edge_length_avg': 527.9214500000002, 'street_length_total': 21116.857999999993, 'street_length_avg': 527.9214499999998, 'street_segments_count': 40, 'node_density_km': 2.1382611793754336, 'intersection_density_km': 1.7373372082425398, 'edge_density_km': 2822.0848557364734, 'street_density_km': 1411.0424278682358, 'circuity_avg': 1.1045195478010086, 'self_loop_proportion': 0.025, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1045195478010086\n", - "4797\n", - "13960412.070557868\n", - "{'n': 80, 'm': 178, 'k_avg': 4.45, 'intersection_count': 59, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 57, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2625, 2: 0.0, 3: 0.7125, 4: 0.025}, 'edge_length_total': 74809.75000000001, 'edge_length_avg': 420.27949438202256, 'street_length_total': 37404.87500000001, 'street_length_avg': 420.27949438202256, 'street_segments_count': 89, 'node_density_km': 5.73048987348431, 'intersection_density_km': 4.226236281694679, 'edge_density_km': 5358.7064351611625, 'street_density_km': 2679.3532175805813, 'circuity_avg': 1.133739784368448, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.133739784368448\n", - "4798\n", - "13965609.765203487\n", - "{'n': 18, 'm': 40, 'k_avg': 4.444444444444445, 'intersection_count': 14, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 12, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6666666666666666, 4: 0.1111111111111111}, 'edge_length_total': 26360.144, 'edge_length_avg': 659.0036, 'street_length_total': 13180.071999999996, 'street_length_avg': 659.0035999999998, 'street_segments_count': 20, 'node_density_km': 1.288880349846846, 'intersection_density_km': 1.0024624943253246, 'edge_density_km': 1887.5039789296245, 'street_density_km': 943.751989464812, 'circuity_avg': 1.0887996768720376, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0887996768720376\n", - "4799\n", - "8981558.840024536\n", - "{'n': 88, 'm': 212, 'k_avg': 4.818181818181818, 'intersection_count': 82, 'streets_per_node_avg': 3.0795454545454546, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 63, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06818181818181818, 2: 0.0, 3: 0.7159090909090909, 4: 0.2159090909090909}, 'edge_length_total': 49380.947999999975, 'edge_length_avg': 232.9289999999999, 'street_length_total': 28663.354, 'street_length_avg': 217.1466212121212, 'street_segments_count': 132, 'node_density_km': 9.797853754277648, 'intersection_density_km': 9.129818271031445, 'edge_density_km': 5498.037576722602, 'street_density_km': 3191.356256807832, 'circuity_avg': 1.0956089478662612, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0956089478662612\n", - "4800\n", - "12966238.585418534\n", - "{'n': 1485, 'm': 4330, 'k_avg': 5.831649831649831, 'intersection_count': 1333, 'streets_per_node_avg': 3.154882154882155, 'streets_per_node_counts': {0: 0, 1: 152, 2: 0, 3: 807, 4: 519, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10235690235690235, 2: 0.0, 3: 0.5434343434343434, 4: 0.34949494949494947, 5: 0.00404040404040404, 6: 0.0006734006734006734}, 'edge_length_total': 307317.38899999927, 'edge_length_avg': 70.97399284064649, 'street_length_total': 164680.10600000038, 'street_length_avg': 70.83015311827974, 'street_segments_count': 2325, 'node_density_km': 114.52820262539278, 'intersection_density_km': 102.80545057215392, 'edge_density_km': 23701.352321682538, 'street_density_km': 12700.684544336164, 'circuity_avg': 1.0310152546280953, 'self_loop_proportion': 0.00046189376443418013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0310152546280953\n", - "4801\n", - "34936955.372529574\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 420, 'm': 1216, 'k_avg': 5.79047619047619, 'intersection_count': 372, 'streets_per_node_avg': 3.1357142857142857, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 219, 4: 153}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11428571428571428, 2: 0.0, 3: 0.5214285714285715, 4: 0.36428571428571427}, 'edge_length_total': 282262.5560000002, 'edge_length_avg': 232.12381250000018, 'street_length_total': 143585.03900000005, 'street_length_avg': 227.55156735340736, 'street_segments_count': 631, 'node_density_km': 12.021654306208948, 'intersection_density_km': 10.647750956927926, 'edge_density_km': 8079.1973138546355, 'street_density_km': 4109.832624765549, 'circuity_avg': 1.0535195519678981, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535195519678981\n", - "4802\n", - "2992979.524488887\n", - "{'n': 48, 'm': 116, 'k_avg': 4.833333333333333, 'intersection_count': 36, 'streets_per_node_avg': 2.5833333333333335, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 32, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6666666666666666, 4: 0.08333333333333333}, 'edge_length_total': 20826.1, 'edge_length_avg': 179.5353448275862, 'street_length_total': 10413.05, 'street_length_avg': 179.5353448275862, 'street_segments_count': 58, 'node_density_km': 16.037530363057527, 'intersection_density_km': 12.028147772293146, 'edge_density_km': 6958.316897793174, 'street_density_km': 3479.158448896587, 'circuity_avg': 1.1380743549007875, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1380743549007875\n", - "4803\n", - "7990607.99152042\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 4, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 4389.572, 'edge_length_avg': 731.5953333333333, 'street_length_total': 2194.786, 'street_length_avg': 731.5953333333333, 'street_segments_count': 3, 'node_density_km': 0.5005876904792194, 'intersection_density_km': 0.5005876904792194, 'edge_density_km': 549.3414274180619, 'street_density_km': 274.67071370903096, 'circuity_avg': 1.1081772778854282, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1081772778854282\n", - "4804\n", - "4988389.473333331\n", - "{'n': 31, 'm': 68, 'k_avg': 4.387096774193548, 'intersection_count': 22, 'streets_per_node_avg': 2.5161290322580645, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 19, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2903225806451613, 2: 0.0, 3: 0.6129032258064516, 4: 0.0967741935483871}, 'edge_length_total': 15494.108, 'edge_length_avg': 227.8545294117647, 'street_length_total': 7747.053999999999, 'street_length_avg': 227.85452941176467, 'street_segments_count': 34, 'node_density_km': 6.214430562352472, 'intersection_density_km': 4.410241044250141, 'edge_density_km': 3106.034138438385, 'street_density_km': 1553.0170692191923, 'circuity_avg': 1.1497757255175167, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1497757255175167\n", - "4805\n", - "10971379.025554795\n", - "{'n': 411, 'm': 1177, 'k_avg': 5.7274939172749395, 'intersection_count': 386, 'streets_per_node_avg': 3.065693430656934, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 312, 4: 71, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06082725060827251, 2: 0.0, 3: 0.7591240875912408, 4: 0.17274939172749393, 5: 0.0072992700729927005}, 'edge_length_total': 149940.3159999999, 'edge_length_avg': 127.39194222599822, 'street_length_total': 76671.172, 'street_length_avg': 127.99861769616028, 'street_segments_count': 599, 'node_density_km': 37.46110667060988, 'intersection_density_km': 35.18245054709346, 'edge_density_km': 13666.496768615449, 'street_density_km': 6988.289422999215, 'circuity_avg': 1.0626662092885606, 'self_loop_proportion': 0.0016992353440951572, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0626662092885606\n", - "4806\n", - "1997451.7874713507\n", - "error with entry 4806\n", - "4807\n", - "3991878.241433953\n", - "{'n': 37, 'm': 86, 'k_avg': 4.648648648648648, 'intersection_count': 28, 'streets_per_node_avg': 2.5675675675675675, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 26, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24324324324324326, 2: 0.0, 3: 0.7027027027027027, 4: 0.05405405405405406}, 'edge_length_total': 9265.109999999997, 'edge_length_avg': 107.7338372093023, 'street_length_total': 4632.555, 'street_length_avg': 107.73383720930234, 'street_segments_count': 43, 'node_density_km': 9.268819779109531, 'intersection_density_km': 7.014241995001808, 'edge_density_km': 2320.9901303682564, 'street_density_km': 1160.4950651841286, 'circuity_avg': 1.0406981066917975, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0406981066917975\n", - "4808\n", - "19960482.962466706\n", - "{'n': 1270, 'm': 3270, 'k_avg': 5.149606299212598, 'intersection_count': 1038, 'streets_per_node_avg': 2.751181102362205, 'streets_per_node_counts': {0: 0, 1: 232, 2: 3, 3: 889, 4: 142, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1826771653543307, 2: 0.002362204724409449, 3: 0.7, 4: 0.11181102362204724, 5: 0.002362204724409449, 6: 0.0007874015748031496}, 'edge_length_total': 268121.5020000003, 'edge_length_avg': 81.99434311926616, 'street_length_total': 138737.84800000023, 'street_length_avg': 80.61467054038363, 'street_segments_count': 1721, 'node_density_km': 63.62571498836389, 'intersection_density_km': 52.002749730647025, 'edge_density_km': 13432.615959452016, 'street_density_km': 6950.625807044855, 'circuity_avg': 1.0986888733660949, 'self_loop_proportion': 0.014984709480122324, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0986888733660949\n", - "4809\n", - "42951604.727841064\n", - "{'n': 388, 'm': 1138, 'k_avg': 5.865979381443299, 'intersection_count': 314, 'streets_per_node_avg': 2.984536082474227, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 172, 4: 142}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19072164948453607, 2: 0.0, 3: 0.44329896907216493, 4: 0.36597938144329895}, 'edge_length_total': 224868.97200000018, 'edge_length_avg': 197.60015114235517, 'street_length_total': 112434.48599999999, 'street_length_avg': 197.600151142355, 'street_segments_count': 569, 'node_density_km': 9.03342267322785, 'intersection_density_km': 7.3105534004988275, 'edge_density_km': 5235.40327363464, 'street_density_km': 2617.7016368173176, 'circuity_avg': 1.0406713401330516, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0406713401330516\n", - "4810\n", - "4992373.838532235\n", - "{'n': 124, 'm': 316, 'k_avg': 5.096774193548387, 'intersection_count': 113, 'streets_per_node_avg': 3.0161290322580645, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 89, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08870967741935484, 2: 0.0, 3: 0.717741935483871, 4: 0.1935483870967742}, 'edge_length_total': 39469.543000000005, 'edge_length_avg': 124.90361708860762, 'street_length_total': 22696.085999999985, 'street_length_avg': 125.39274033149162, 'street_segments_count': 181, 'node_density_km': 24.837883542081894, 'intersection_density_km': 22.634522905284307, 'edge_density_km': 7905.967036235434, 'street_density_km': 4546.151136524798, 'circuity_avg': 1.0255381126457515, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0255381126457515\n", - "4811\n", - "6988915.945590635\n", - "{'n': 10, 'm': 20, 'k_avg': 4.0, 'intersection_count': 8, 'streets_per_node_avg': 2.7, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 7, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.7, 4: 0.1}, 'edge_length_total': 8839.425999999998, 'edge_length_avg': 441.97129999999987, 'street_length_total': 4419.713, 'street_length_avg': 441.9713, 'street_segments_count': 10, 'node_density_km': 1.4308370679875015, 'intersection_density_km': 1.1446696543900012, 'edge_density_km': 1264.7778380532484, 'street_density_km': 632.3889190266244, 'circuity_avg': 1.0034245051908253, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0034245051908253\n", - "4812\n", - "17957105.04653611\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1816, 'm': 5083, 'k_avg': 5.598017621145375, 'intersection_count': 1678, 'streets_per_node_avg': 3.04295154185022, 'streets_per_node_counts': {0: 0, 1: 138, 2: 2, 3: 1329, 4: 338, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07599118942731277, 2: 0.0011013215859030838, 3: 0.7318281938325991, 4: 0.18612334801762115, 5: 0.004955947136563877}, 'edge_length_total': 372308.0640000003, 'edge_length_avg': 73.24573362187691, 'street_length_total': 198601.752, 'street_length_avg': 72.56183850931677, 'street_segments_count': 2737, 'node_density_km': 101.12988676592404, 'intersection_density_km': 93.44490638393202, 'edge_density_km': 20733.18962244517, 'street_density_km': 11059.786724269896, 'circuity_avg': 1.061055405602935, 'self_loop_proportion': 0.0007869368483179224, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061055405602935\n", - "4813\n", - "22953979.31318287\n", - "{'n': 914, 'm': 2604, 'k_avg': 5.698030634573304, 'intersection_count': 848, 'streets_per_node_avg': 3.0437636761487963, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 678, 4: 168, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07221006564551423, 2: 0.0, 3: 0.7417943107221007, 4: 0.1838074398249453, 5: 0.002188183807439825}, 'edge_length_total': 282528.2780000001, 'edge_length_avg': 108.49780261136716, 'street_length_total': 150049.91400000014, 'street_length_avg': 108.65308761766845, 'street_segments_count': 1381, 'node_density_km': 39.818803856596396, 'intersection_density_km': 36.943485416185716, 'edge_density_km': 12308.466176831447, 'street_density_km': 6536.989162215715, 'circuity_avg': 1.0495894542642725, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0495894542642725\n", - "4814\n", - "47944095.250164986\n", - "{'n': 1811, 'm': 4949, 'k_avg': 5.465488680287134, 'intersection_count': 1562, 'streets_per_node_avg': 2.898398674765323, 'streets_per_node_counts': {0: 0, 1: 249, 2: 2, 3: 1247, 4: 310, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13749309773605742, 2: 0.0011043622308117063, 3: 0.6885698509110988, 4: 0.17117614577581447, 5: 0.0016565433462175593}, 'edge_length_total': 681889.2070000011, 'edge_length_avg': 137.7832303495658, 'street_length_total': 368181.9469999999, 'street_length_avg': 142.54043631436312, 'street_segments_count': 2583, 'node_density_km': 37.77316039755215, 'intersection_density_km': 32.579611563211735, 'edge_density_km': 14222.58994443439, 'street_density_km': 7679.401291835473, 'circuity_avg': 1.055042338278064, 'self_loop_proportion': 0.0008082440897150939, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055042338278064\n", - "4815\n", - "8984052.245930236\n", - "{'n': 13, 'm': 24, 'k_avg': 3.6923076923076925, 'intersection_count': 8, 'streets_per_node_avg': 2.3076923076923075, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 7, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38461538461538464, 2: 0.0, 3: 0.5384615384615384, 4: 0.07692307692307693}, 'edge_length_total': 16559.694000000003, 'edge_length_avg': 689.9872500000001, 'street_length_total': 8279.846999999998, 'street_length_avg': 689.9872499999998, 'street_segments_count': 12, 'node_density_km': 1.4470085039731355, 'intersection_density_km': 0.8904667716757757, 'edge_density_km': 1843.2321570148395, 'street_density_km': 921.6160785074194, 'circuity_avg': 1.0461945558413288, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0461945558413288\n", - "4816\n", - "6984774.95740134\n", - "{'n': 427, 'm': 1214, 'k_avg': 5.686182669789227, 'intersection_count': 378, 'streets_per_node_avg': 3.009367681498829, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 278, 4: 98, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11475409836065574, 2: 0.0, 3: 0.6510538641686182, 4: 0.22950819672131148, 5: 0.00468384074941452}, 'edge_length_total': 110488.63000000009, 'edge_length_avg': 91.01205107084027, 'street_length_total': 56800.50899999998, 'street_length_avg': 89.7322417061611, 'street_segments_count': 633, 'node_density_km': 61.13296456996573, 'intersection_density_km': 54.117706340625396, 'edge_density_km': 15818.495323592642, 'street_density_km': 8132.0456774075365, 'circuity_avg': 1.0330535259085314, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0330535259085314\n", - "4817\n", - "311468344.15119344\n", - "{'n': 26128, 'm': 72801, 'k_avg': 5.572642375995101, 'intersection_count': 23957, 'streets_per_node_avg': 3.0522045315370483, 'streets_per_node_counts': {0: 0, 1: 2171, 2: 23, 3: 18338, 4: 5480, 5: 105, 6: 8, 7: 1, 8: 1, 9: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08309093692590325, 2: 0.0008802816901408451, 3: 0.701852418860992, 4: 0.209736680955297, 5: 0.004018677281077771, 6: 0.0003061849357011635, 7: 3.827311696264544e-05, 8: 3.827311696264544e-05, 9: 3.827311696264544e-05}, 'edge_length_total': 6706232.442999909, 'edge_length_avg': 92.11731216604042, 'street_length_total': 3718449.1600000034, 'street_length_avg': 93.4612466696829, 'street_segments_count': 39786, 'node_density_km': 83.88653450867838, 'intersection_density_km': 76.91632376088518, 'edge_density_km': 21531.024160017234, 'street_density_km': 11938.449700670024, 'circuity_avg': 1.0474889879966214, 'self_loop_proportion': 0.0017307454567931759, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0474889879966214\n", - "4818\n", - "9981056.241572825\n", - "{'n': 284, 'm': 850, 'k_avg': 5.985915492957746, 'intersection_count': 260, 'streets_per_node_avg': 3.0774647887323945, 'streets_per_node_counts': {0: 0, 1: 24, 2: 2, 3: 186, 4: 72}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08450704225352113, 2: 0.007042253521126761, 3: 0.6549295774647887, 4: 0.2535211267605634}, 'edge_length_total': 85790.25600000008, 'edge_length_avg': 100.92971294117656, 'street_length_total': 42942.56500000005, 'street_length_avg': 100.56806791569099, 'street_segments_count': 427, 'node_density_km': 28.453902385309775, 'intersection_density_km': 26.049347254156835, 'edge_density_km': 8595.308344488516, 'street_density_km': 4302.40687565078, 'circuity_avg': 1.0224421294025858, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0224421294025858\n", - "4819\n", - "4994723.363621896\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 2, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 3051.0579999999995, 'edge_length_avg': 508.5096666666666, 'street_length_total': 1525.529, 'street_length_avg': 508.50966666666665, 'street_segments_count': 3, 'node_density_km': 0.8008451537342846, 'intersection_density_km': 0.4004225768671423, 'edge_density_km': 610.8562532655546, 'street_density_km': 305.4281266327774, 'circuity_avg': 1.0765949189897899, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0765949189897899\n", - "4820\n", - "3992795.6051948424\n", - "error with entry 4820\n", - "4821\n", - "7988837.009725651\n", - "{'n': 26, 'm': 66, 'k_avg': 5.076923076923077, 'intersection_count': 24, 'streets_per_node_avg': 2.9615384615384617, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 21, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07692307692307693, 2: 0.0, 3: 0.8076923076923077, 4: 0.11538461538461539}, 'edge_length_total': 30335.642000000003, 'edge_length_avg': 459.63093939393946, 'street_length_total': 15167.820999999998, 'street_length_avg': 459.63093939393934, 'street_segments_count': 33, 'node_density_km': 3.2545413016121705, 'intersection_density_km': 3.0041919707189266, 'edge_density_km': 3797.253838458494, 'street_density_km': 1898.6269192292466, 'circuity_avg': 1.0359325976044973, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0359325976044973\n", - "4822\n", - "21945905.06290982\n", - "{'n': 337, 'm': 755, 'k_avg': 4.480712166172107, 'intersection_count': 228, 'streets_per_node_avg': 2.421364985163205, 'streets_per_node_counts': {0: 0, 1: 109, 2: 0, 3: 205, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32344213649851633, 2: 0.0, 3: 0.6083086053412463, 4: 0.06824925816023739}, 'edge_length_total': 136959.83600000013, 'edge_length_avg': 181.4037562913909, 'street_length_total': 69408.27299999997, 'street_length_avg': 176.1631294416243, 'street_segments_count': 394, 'node_density_km': 15.355939936583184, 'intersection_density_km': 10.389181915551829, 'edge_density_km': 6240.792330386604, 'street_density_km': 3162.6981343915963, 'circuity_avg': 1.1097653891335852, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1097653891335852\n", - "4823\n", - "7980175.293629701\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 507, 'm': 1460, 'k_avg': 5.759368836291913, 'intersection_count': 446, 'streets_per_node_avg': 3.009861932938856, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 321, 4: 123, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1203155818540434, 2: 0.0, 3: 0.6331360946745562, 4: 0.24260355029585798, 5: 0.0039447731755424065}, 'edge_length_total': 119317.88599999985, 'edge_length_avg': 81.7245794520547, 'street_length_total': 61731.34900000002, 'street_length_avg': 82.19886684420774, 'street_segments_count': 751, 'node_density_km': 63.53243899350439, 'intersection_density_km': 55.888496629394396, 'edge_density_km': 14951.787599859768, 'street_density_km': 7735.588095323924, 'circuity_avg': 1.0278773130652854, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0278773130652854\n", - "4824\n", - "2996617.005823611\n", - "{'n': 29, 'm': 70, 'k_avg': 4.827586206896552, 'intersection_count': 21, 'streets_per_node_avg': 2.5517241379310347, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 18, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27586206896551724, 2: 0.0, 3: 0.6206896551724138, 4: 0.10344827586206896}, 'edge_length_total': 9135.952000000003, 'edge_length_avg': 130.51360000000005, 'street_length_total': 4567.976000000001, 'street_length_avg': 130.51360000000003, 'street_segments_count': 35, 'node_density_km': 9.677579731958252, 'intersection_density_km': 7.007902564521492, 'edge_density_km': 3048.755307149775, 'street_density_km': 1524.3776535748873, 'circuity_avg': 1.0236623936157123, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0236623936157123\n", - "4825\n", - "33915858.28050722\n", - "{'n': 1148, 'm': 3252, 'k_avg': 5.665505226480836, 'intersection_count': 1025, 'streets_per_node_avg': 3.004355400696864, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 777, 4: 245, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10714285714285714, 2: 0.0, 3: 0.676829268292683, 4: 0.21341463414634146, 5: 0.002613240418118467}, 'edge_length_total': 279454.8869999996, 'edge_length_avg': 85.93323708487073, 'street_length_total': 147428.00899999987, 'street_length_avg': 86.31616451990625, 'street_segments_count': 1708, 'node_density_km': 33.84847260845528, 'intersection_density_km': 30.221850543263646, 'edge_density_km': 8239.652515608408, 'street_density_km': 4346.875369647731, 'circuity_avg': 1.0408277651873854, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0408277651873854\n", - "4826\n", - "6992575.79033452\n", - "{'n': 41, 'm': 98, 'k_avg': 4.780487804878049, 'intersection_count': 28, 'streets_per_node_avg': 2.4878048780487805, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 23, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3170731707317073, 2: 0.0, 3: 0.5609756097560976, 4: 0.12195121951219512}, 'edge_length_total': 20075.757999999998, 'edge_length_avg': 204.85467346938773, 'street_length_total': 10037.878999999997, 'street_length_avg': 204.8546734693877, 'street_segments_count': 49, 'node_density_km': 5.863361546495099, 'intersection_density_km': 4.004246909801531, 'edge_density_km': 2871.0104261936913, 'street_density_km': 1435.5052130968454, 'circuity_avg': 1.0174428501067394, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0174428501067394\n", - "4827\n", - "4992600.628461968\n", - "{'n': 266, 'm': 802, 'k_avg': 6.030075187969925, 'intersection_count': 256, 'streets_per_node_avg': 3.2518796992481205, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 169, 4: 87}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03759398496240601, 2: 0.0, 3: 0.6353383458646616, 4: 0.32706766917293234}, 'edge_length_total': 76596.3460000001, 'edge_length_avg': 95.50666583541161, 'street_length_total': 41402.194, 'street_length_avg': 98.34250356294538, 'street_segments_count': 421, 'node_density_km': 53.2788459953274, 'intersection_density_km': 51.275881860164716, 'edge_density_km': 15341.973392251195, 'street_density_km': 8292.710969904769, 'circuity_avg': 1.0215268848625192, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0215268848625192\n", - "4828\n", - "5985459.481947224\n", - "{'n': 602, 'm': 1742, 'k_avg': 5.787375415282392, 'intersection_count': 557, 'streets_per_node_avg': 3.024916943521595, 'streets_per_node_counts': {0: 0, 1: 45, 2: 1, 3: 450, 4: 106}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07475083056478406, 2: 0.0016611295681063123, 3: 0.7475083056478405, 4: 0.1760797342192691}, 'edge_length_total': 110674.56999999986, 'edge_length_avg': 63.5330482204362, 'street_length_total': 57090.87700000002, 'street_length_avg': 63.223562569213755, 'street_segments_count': 903, 'node_density_km': 100.57707379286342, 'intersection_density_km': 93.0588539910713, 'edge_density_km': 18490.572082862815, 'street_density_km': 9538.261376957294, 'circuity_avg': 1.0626939814261758, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0626939814261758\n", - "4829\n", - "4992052.111985663\n", - "error with entry 4829\n", - "4830\n", - "1997356.3918583372\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 2, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.42857142857142855, 2: 0.0, 3: 0.2857142857142857, 4: 0.2857142857142857}, 'edge_length_total': 941.94, 'edge_length_avg': 67.28142857142858, 'street_length_total': 470.9700000000001, 'street_length_avg': 67.28142857142858, 'street_segments_count': 7, 'node_density_km': 3.504632437422553, 'intersection_density_km': 2.0026471070986016, 'edge_density_km': 471.59335401511424, 'street_density_km': 235.79667700755715, 'circuity_avg': 1.010440799513496, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.010440799513496\n", - "4831\n", - "3989166.511162696\n", - "{'n': 34, 'm': 70, 'k_avg': 4.117647058823529, 'intersection_count': 24, 'streets_per_node_avg': 2.4705882352941178, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 22, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29411764705882354, 2: 0.0, 3: 0.6470588235294118, 4: 0.058823529411764705}, 'edge_length_total': 22868.81600000002, 'edge_length_avg': 326.6973714285717, 'street_length_total': 11434.407999999994, 'street_length_avg': 326.6973714285713, 'street_segments_count': 35, 'node_density_km': 8.523083682984755, 'intersection_density_km': 6.016294364459827, 'edge_density_km': 5732.730367611202, 'street_density_km': 2866.365183805597, 'circuity_avg': 1.2701394389048137, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2701394389048137\n", - "4832\n", - "67850650.57027194\n", - "error with entry 4832\n", - "4833\n", - "6982518.5490384465\n", - "{'n': 22, 'm': 42, 'k_avg': 3.8181818181818183, 'intersection_count': 14, 'streets_per_node_avg': 2.272727272727273, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.36363636363636365, 2: 0.0, 3: 0.6363636363636364}, 'edge_length_total': 15955.622, 'edge_length_avg': 379.8957619047619, 'street_length_total': 7977.811, 'street_length_avg': 379.8957619047619, 'street_segments_count': 21, 'node_density_km': 3.150725607886798, 'intersection_density_km': 2.005007205018871, 'edge_density_km': 2285.0812193255438, 'street_density_km': 1142.5406096627719, 'circuity_avg': 1.077761296448287, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077761296448287\n", - "4834\n", - "16964885.589770254\n", - "{'n': 1130, 'm': 3226, 'k_avg': 5.709734513274336, 'intersection_count': 1022, 'streets_per_node_avg': 2.995575221238938, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 815, 4: 203, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09557522123893805, 2: 0.0, 3: 0.7212389380530974, 4: 0.17964601769911503, 5: 0.0035398230088495575}, 'edge_length_total': 279623.80000000045, 'edge_length_avg': 86.67817730936157, 'street_length_total': 148062.22299999985, 'street_length_avg': 88.50102988643147, 'street_segments_count': 1673, 'node_density_km': 66.60817097884731, 'intersection_density_km': 60.24208030122296, 'edge_density_km': 16482.50431872127, 'street_density_km': 8727.569792117, 'circuity_avg': 1.049243603949025, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049243603949025\n", - "4835\n", - "11985529.772248628\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 102, 'm': 267, 'k_avg': 5.235294117647059, 'intersection_count': 89, 'streets_per_node_avg': 2.872549019607843, 'streets_per_node_counts': {0: 0, 1: 13, 2: 1, 3: 74, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12745098039215685, 2: 0.00980392156862745, 3: 0.7254901960784313, 4: 0.13725490196078433}, 'edge_length_total': 32288.612000000005, 'edge_length_avg': 120.93113108614234, 'street_length_total': 17935.2, 'street_length_avg': 125.42097902097903, 'street_segments_count': 143, 'node_density_km': 8.510262119257462, 'intersection_density_km': 7.425620868763863, 'edge_density_km': 2693.9661920294307, 'street_density_km': 1496.404442757906, 'circuity_avg': 1.039855249220325, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039855249220325\n", - "4836\n", - "13985676.361025844\n", - "{'n': 14, 'm': 28, 'k_avg': 4.0, 'intersection_count': 12, 'streets_per_node_avg': 2.7857142857142856, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 11, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7857142857142857, 4: 0.07142857142857142}, 'edge_length_total': 15740.543999999996, 'edge_length_avg': 562.1622857142855, 'street_length_total': 7870.272, 'street_length_avg': 562.1622857142858, 'street_segments_count': 14, 'node_density_km': 1.0010241649101843, 'intersection_density_km': 0.8580207127801579, 'edge_density_km': 1125.4760652022862, 'street_density_km': 562.7380326011432, 'circuity_avg': 1.241727703289764, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.241727703289764\n", - "4837\n", - "11982229.033428181\n", - "error with entry 4837\n", - "4838\n", - "3994912.6642846097\n", - "{'n': 6, 'm': 12, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 3, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5, 4: 0.16666666666666666}, 'edge_length_total': 2874.0840000000003, 'edge_length_avg': 239.50700000000003, 'street_length_total': 1437.042, 'street_length_avg': 239.50699999999998, 'street_segments_count': 6, 'node_density_km': 1.5019101803254193, 'intersection_density_km': 1.0012734535502796, 'edge_density_km': 719.4360031184005, 'street_density_km': 359.7180015592002, 'circuity_avg': 1.0433211478719646, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0433211478719646\n", - "4839\n", - "5988203.482018894\n", - "{'n': 322, 'm': 849, 'k_avg': 5.273291925465839, 'intersection_count': 298, 'streets_per_node_avg': 2.987577639751553, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 257, 4: 38, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07453416149068323, 2: 0.0, 3: 0.7981366459627329, 4: 0.11801242236024845, 5: 0.009316770186335404}, 'edge_length_total': 85858.22200000002, 'edge_length_avg': 101.12864782096587, 'street_length_total': 47405.22900000002, 'street_length_avg': 100.01103164556966, 'street_segments_count': 474, 'node_density_km': 53.77238782330745, 'intersection_density_km': 49.7645079855454, 'edge_density_km': 14337.893202495741, 'street_density_km': 7916.435896399696, 'circuity_avg': 1.0703170655576804, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0703170655576804\n", - "4840\n", - "9976618.284584114\n", - "{'n': 657, 'm': 1543, 'k_avg': 4.69710806697108, 'intersection_count': 455, 'streets_per_node_avg': 2.4809741248097414, 'streets_per_node_counts': {0: 0, 1: 202, 2: 1, 3: 396, 4: 55, 5: 2, 6: 0, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3074581430745814, 2: 0.0015220700152207, 3: 0.6027397260273972, 4: 0.0837138508371385, 5: 0.0030441400304414, 6: 0.0, 7: 0.0, 8: 0.0015220700152207}, 'edge_length_total': 87019.16899999989, 'edge_length_avg': 56.39609138042767, 'street_length_total': 47387.54399999996, 'street_length_avg': 58.64795049504945, 'street_segments_count': 808, 'node_density_km': 65.8539778970192, 'intersection_density_km': 45.606636138727154, 'edge_density_km': 8722.31115973055, 'street_density_km': 4749.86038838664, 'circuity_avg': 1.1032705354000871, 'self_loop_proportion': 0.005184705119896306, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1032705354000871\n", - "4841\n", - "6987910.717619271\n", - "{'n': 11, 'm': 24, 'k_avg': 4.363636363636363, 'intersection_count': 11, 'streets_per_node_avg': 3.090909090909091, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 10, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.9090909090909091, 4: 0.09090909090909091}, 'edge_length_total': 18527.322, 'edge_length_avg': 771.97175, 'street_length_total': 9263.661, 'street_length_avg': 771.97175, 'street_segments_count': 12, 'node_density_km': 1.5741471871219925, 'intersection_density_km': 1.5741471871219925, 'edge_density_km': 2651.339255563946, 'street_density_km': 1325.669627781973, 'circuity_avg': 1.1580841449253954, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1580841449253954\n", - "4842\n", - "9981991.13145479\n", - "{'n': 12, 'm': 24, 'k_avg': 4.0, 'intersection_count': 8, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 6, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5, 4: 0.16666666666666666}, 'edge_length_total': 10905.841999999999, 'edge_length_avg': 454.41008333333326, 'street_length_total': 5452.921, 'street_length_avg': 454.4100833333334, 'street_segments_count': 12, 'node_density_km': 1.2021649630789746, 'intersection_density_km': 0.8014433087193163, 'edge_density_km': 1092.5517621062606, 'street_density_km': 546.2758810531304, 'circuity_avg': 1.0405565431538353, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0405565431538353\n", - "4843\n", - "26949986.19897866\n", - "{'n': 447, 'm': 1154, 'k_avg': 5.16331096196868, 'intersection_count': 331, 'streets_per_node_avg': 2.646532438478747, 'streets_per_node_counts': {0: 0, 1: 116, 2: 0, 3: 257, 4: 74}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2595078299776286, 2: 0.0, 3: 0.5749440715883669, 4: 0.16554809843400448}, 'edge_length_total': 182537.24099999978, 'edge_length_avg': 158.17785181975717, 'street_length_total': 91360.99000000002, 'street_length_avg': 157.79100172711574, 'street_segments_count': 579, 'node_density_km': 16.586279365773485, 'intersection_density_km': 12.282010000158891, 'edge_density_km': 6773.184952759549, 'street_density_km': 3390.0199178381167, 'circuity_avg': 1.053408024550516, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053408024550516\n", - "4844\n", - "4990517.330620208\n", - "{'n': 72, 'm': 172, 'k_avg': 4.777777777777778, 'intersection_count': 53, 'streets_per_node_avg': 2.5694444444444446, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 46, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2638888888888889, 2: 0.0, 3: 0.6388888888888888, 4: 0.09722222222222222}, 'edge_length_total': 30688.986000000004, 'edge_length_avg': 178.42433720930237, 'street_length_total': 15344.493, 'street_length_avg': 178.42433720930234, 'street_segments_count': 86, 'node_density_km': 14.427361980737182, 'intersection_density_km': 10.620141458042648, 'edge_density_km': 6149.459858941329, 'street_density_km': 3074.729929470664, 'circuity_avg': 1.0907893343609887, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0907893343609887\n", - "4845\n", - "5983711.237197959\n", - "{'n': 31, 'm': 72, 'k_avg': 4.645161290322581, 'intersection_count': 27, 'streets_per_node_avg': 2.7419354838709675, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12903225806451613, 2: 0.0, 3: 0.8709677419354839}, 'edge_length_total': 22642.502000000008, 'edge_length_avg': 314.47919444444454, 'street_length_total': 11321.250999999998, 'street_length_avg': 314.4791944444444, 'street_segments_count': 36, 'node_density_km': 5.180731283837257, 'intersection_density_km': 4.5122498278582555, 'edge_density_km': 3784.023175991861, 'street_density_km': 1892.0115879959296, 'circuity_avg': 1.129050391226428, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.129050391226428\n", - "4846\n", - "6992664.797235923\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 399, 'm': 1131, 'k_avg': 5.669172932330827, 'intersection_count': 365, 'streets_per_node_avg': 3.0150375939849625, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 294, 4: 68, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08521303258145363, 2: 0.0, 3: 0.7368421052631579, 4: 0.17042606516290726, 5: 0.007518796992481203}, 'edge_length_total': 119332.67099999999, 'edge_length_avg': 105.51076127320954, 'street_length_total': 63003.559000000016, 'street_length_avg': 106.78569322033901, 'street_segments_count': 590, 'node_density_km': 57.05979216359944, 'intersection_density_km': 52.19755423487167, 'edge_density_km': 17065.40703154684, 'street_density_km': 9009.949829842295, 'circuity_avg': 1.0670429669958241, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0670429669958241\n", - "4847\n", - "7979914.451752574\n", - "{'n': 43, 'm': 96, 'k_avg': 4.465116279069767, 'intersection_count': 30, 'streets_per_node_avg': 2.4186046511627906, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 29, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3023255813953488, 2: 0.0, 3: 0.6744186046511628, 4: 0.023255813953488372}, 'edge_length_total': 27127.742000000002, 'edge_length_avg': 282.58064583333334, 'street_length_total': 13563.871000000001, 'street_length_avg': 282.58064583333334, 'street_segments_count': 48, 'node_density_km': 5.388528944762836, 'intersection_density_km': 3.759438798671746, 'edge_density_km': 3399.502859838569, 'street_density_km': 1699.7514299192844, 'circuity_avg': 1.071142811404761, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071142811404761\n", - "4848\n", - "4987115.5190665005\n", - "{'n': 431, 'm': 1284, 'k_avg': 5.958236658932715, 'intersection_count': 410, 'streets_per_node_avg': 3.0533642691415315, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 349, 4: 57, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.048723897911832945, 2: 0.0, 3: 0.8097447795823666, 4: 0.13225058004640372, 5: 0.009280742459396751}, 'edge_length_total': 111782.2400000001, 'edge_length_avg': 87.05781931464183, 'street_length_total': 55911.23000000002, 'street_length_avg': 86.68407751937987, 'street_segments_count': 645, 'node_density_km': 86.42270233208386, 'intersection_density_km': 82.21185140639068, 'edge_density_km': 22414.207084764654, 'street_density_km': 11211.135933435447, 'circuity_avg': 1.065072549520268, 'self_loop_proportion': 0.001557632398753894, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065072549520268\n", - "4849\n", - "2995837.915431949\n", - "{'n': 4, 'm': 8, 'k_avg': 4.0, 'intersection_count': 3, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.5, 4: 0.25}, 'edge_length_total': 2341.5480000000002, 'edge_length_avg': 292.69350000000003, 'street_length_total': 1170.774, 'street_length_avg': 292.6935, 'street_segments_count': 4, 'node_density_km': 1.3351857186249905, 'intersection_density_km': 1.0013892889687428, 'edge_density_km': 781.6003622687274, 'street_density_km': 390.80018113436364, 'circuity_avg': 1.0387917813968819, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0387917813968819\n", - "4850\n", - "24949495.952322993\n", - "{'n': 2911, 'm': 8302, 'k_avg': 5.70388182755067, 'intersection_count': 2760, 'streets_per_node_avg': 3.097560975609756, 'streets_per_node_counts': {0: 0, 1: 151, 2: 2, 3: 2182, 4: 565, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0518722088629337, 2: 0.0006870491240123669, 3: 0.7495705942974923, 4: 0.19409137753349365, 5: 0.0034352456200618343, 6: 0.00034352456200618345}, 'edge_length_total': 569021.0310000011, 'edge_length_avg': 68.54023500361372, 'street_length_total': 314610.74100000015, 'street_length_avg': 70.27266942148763, 'street_segments_count': 4477, 'node_density_km': 116.67570381232343, 'intersection_density_km': 110.6234773349408, 'edge_density_km': 22806.91490070046, 'street_density_km': 12609.903687080598, 'circuity_avg': 1.0258199037586455, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0258199037586455\n", - "4851\n", - "7980278.130287397\n", - "{'n': 44, 'm': 118, 'k_avg': 5.363636363636363, 'intersection_count': 34, 'streets_per_node_avg': 2.8181818181818183, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 22, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22727272727272727, 2: 0.0, 3: 0.5, 4: 0.2727272727272727}, 'edge_length_total': 11564.884000000002, 'edge_length_avg': 98.00749152542375, 'street_length_total': 5782.442, 'street_length_avg': 98.00749152542373, 'street_segments_count': 59, 'node_density_km': 5.513592293607868, 'intersection_density_km': 4.260503135969716, 'edge_density_km': 1449.1830749742942, 'street_density_km': 724.591537487147, 'circuity_avg': 1.038148227756455, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038148227756455\n", - "4852\n", - "4992517.986034116\n", - "{'n': 217, 'm': 684, 'k_avg': 6.304147465437788, 'intersection_count': 203, 'streets_per_node_avg': 3.3179723502304146, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 106, 4: 97}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06451612903225806, 2: 0.0, 3: 0.48847926267281105, 4: 0.4470046082949309}, 'edge_length_total': 70870.04499999997, 'edge_length_avg': 103.61117690058475, 'street_length_total': 37534.33699999999, 'street_length_avg': 106.93543304843303, 'street_segments_count': 351, 'node_density_km': 43.4650412090708, 'intersection_density_km': 40.66084500203397, 'edge_density_km': 14195.250812966362, 'street_density_km': 7518.117532074426, 'circuity_avg': 1.0103711032884253, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0103711032884253\n", - "4853\n", - "7987347.327811051\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 238.212, 'edge_length_avg': 119.106, 'street_length_total': 119.106, 'street_length_avg': 119.106, 'street_segments_count': 1, 'node_density_km': 0.2503960223485241, 'intersection_density_km': 0.12519801117426205, 'edge_density_km': 29.82366863784331, 'street_density_km': 14.911834318921654, 'circuity_avg': 1.0084342709420855, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0084342709420855\n", - "4854\n", - "6986570.80542619\n", - "{'n': 69, 'm': 146, 'k_avg': 4.231884057971015, 'intersection_count': 43, 'streets_per_node_avg': 2.347826086956522, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 37, 4: 5, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37681159420289856, 2: 0.0, 3: 0.5362318840579711, 4: 0.07246376811594203, 5: 0.014492753623188406}, 'edge_length_total': 28498.856, 'edge_length_avg': 195.19764383561645, 'street_length_total': 14249.427999999996, 'street_length_avg': 195.1976438356164, 'street_segments_count': 73, 'node_density_km': 9.876089704323968, 'intersection_density_km': 6.1546645983468204, 'edge_density_km': 4079.0907003856714, 'street_density_km': 2039.5453501928353, 'circuity_avg': 1.0327122251439793, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0327122251439793\n", - "4855\n", - "12965854.555915875\n", - "{'n': 58, 'm': 130, 'k_avg': 4.482758620689655, 'intersection_count': 43, 'streets_per_node_avg': 2.5517241379310347, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 40, 4: 2, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25862068965517243, 2: 0.0, 3: 0.6896551724137931, 4: 0.034482758620689655, 5: 0.017241379310344827}, 'edge_length_total': 42560.396000000015, 'edge_length_avg': 327.38766153846166, 'street_length_total': 21280.198, 'street_length_avg': 327.38766153846154, 'street_segments_count': 65, 'node_density_km': 4.473287877005885, 'intersection_density_km': 3.3164030812285006, 'edge_density_km': 3282.4983356443067, 'street_density_km': 1641.249167822153, 'circuity_avg': 1.0538679581145, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0538679581145\n", - "4856\n", - "14959648.453674626\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 84, 'm': 194, 'k_avg': 4.619047619047619, 'intersection_count': 61, 'streets_per_node_avg': 2.5238095238095237, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 55, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27380952380952384, 2: 0.0, 3: 0.6547619047619048, 4: 0.07142857142857142}, 'edge_length_total': 51266.20000000003, 'edge_length_avg': 264.2587628865981, 'street_length_total': 25633.099999999995, 'street_length_avg': 264.2587628865979, 'street_segments_count': 97, 'node_density_km': 5.615105211871913, 'intersection_density_km': 4.077635927668889, 'edge_density_km': 3426.9655572960482, 'street_density_km': 1713.4827786480228, 'circuity_avg': 1.0581142615098376, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0581142615098376\n", - "4857\n", - "1997232.9223997744\n", - "{'n': 48, 'm': 104, 'k_avg': 4.333333333333333, 'intersection_count': 32, 'streets_per_node_avg': 2.3541666666666665, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 31, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6458333333333334, 4: 0.020833333333333332}, 'edge_length_total': 11189.733999999999, 'edge_length_avg': 107.59359615384614, 'street_length_total': 5594.867000000001, 'street_length_avg': 107.59359615384618, 'street_segments_count': 52, 'node_density_km': 24.033250935161643, 'intersection_density_km': 16.022167290107763, 'edge_density_km': 5602.618439993958, 'street_density_km': 2801.30921999698, 'circuity_avg': 1.0965002347338633, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0965002347338633\n", - "4858\n", - "6982804.9878281\n", - "{'n': 24, 'm': 54, 'k_avg': 4.5, 'intersection_count': 18, 'streets_per_node_avg': 2.625, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 15, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.625, 4: 0.125}, 'edge_length_total': 21720.477999999996, 'edge_length_avg': 402.231074074074, 'street_length_total': 10860.239000000003, 'street_length_avg': 402.2310740740742, 'street_segments_count': 27, 'node_density_km': 3.437014214464673, 'intersection_density_km': 2.577760660848505, 'edge_density_km': 3110.566317956967, 'street_density_km': 1555.2831589784842, 'circuity_avg': 1.0987755952517384, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0987755952517384\n", - "4859\n", - "18968115.912110914\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 3280.362, 'edge_length_avg': 820.0905, 'street_length_total': 1640.181, 'street_length_avg': 820.0905, 'street_segments_count': 2, 'node_density_km': 0.15816014694872968, 'intersection_density_km': 0.1054400979658198, 'edge_density_km': 172.94084532167628, 'street_density_km': 86.47042266083814, 'circuity_avg': 1.0188981296069881, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0188981296069881\n", - "4860\n", - "8980437.205837768\n", - "{'n': 46, 'm': 112, 'k_avg': 4.869565217391305, 'intersection_count': 36, 'streets_per_node_avg': 2.717391304347826, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 29, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21739130434782608, 2: 0.0, 3: 0.6304347826086957, 4: 0.15217391304347827}, 'edge_length_total': 33873.21799999998, 'edge_length_avg': 302.4394464285712, 'street_length_total': 16936.608999999993, 'street_length_avg': 302.43944642857133, 'street_segments_count': 56, 'node_density_km': 5.122245047278714, 'intersection_density_km': 4.0087135152616025, 'edge_density_km': 3771.889633388958, 'street_density_km': 1885.9448166944794, 'circuity_avg': 1.105607267227242, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.105607267227242\n", - "4861\n", - "998632.0182757655\n", - "{'n': 16, 'm': 32, 'k_avg': 4.0, 'intersection_count': 9, 'streets_per_node_avg': 2.125, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4375, 2: 0.0, 3: 0.5625}, 'edge_length_total': 5000.759999999999, 'edge_length_avg': 156.27374999999998, 'street_length_total': 2500.38, 'street_length_avg': 156.27375, 'street_segments_count': 16, 'node_density_km': 16.021917690587916, 'intersection_density_km': 9.012328700955702, 'edge_density_km': 5007.610319399026, 'street_density_km': 2503.8051596995133, 'circuity_avg': 1.0824334846872605, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0824334846872605\n", - "4862\n", - "30915434.492514674\n", - "{'n': 1668, 'm': 4643, 'k_avg': 5.567146282973621, 'intersection_count': 1536, 'streets_per_node_avg': 3.0719424460431655, 'streets_per_node_counts': {0: 0, 1: 132, 2: 2, 3: 1152, 4: 378, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07913669064748201, 2: 0.001199040767386091, 3: 0.6906474820143885, 4: 0.22661870503597123, 5: 0.002398081534772182}, 'edge_length_total': 397744.5789999987, 'edge_length_avg': 85.66542730992865, 'street_length_total': 224293.28100000025, 'street_length_avg': 88.40886125344906, 'street_segments_count': 2537, 'node_density_km': 53.95363278506924, 'intersection_density_km': 49.68392083804937, 'edge_density_km': 12865.56652135365, 'street_density_km': 7255.058344863525, 'circuity_avg': 1.0347776077986635, 'self_loop_proportion': 0.0004307559767391773, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0347776077986635\n", - "4863\n", - "334095134.0501502\n", - "error with entry 4863\n", - "4864\n", - "173536040.56368703\n", - "error with entry 4864\n", - "4865\n", - "16959924.142142165\n", - "{'n': 439, 'm': 1066, 'k_avg': 4.856492027334852, 'intersection_count': 325, 'streets_per_node_avg': 2.567198177676538, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 288, 4: 36, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25968109339407747, 2: 0.0, 3: 0.6560364464692483, 4: 0.08200455580865604, 5: 0.002277904328018223}, 'edge_length_total': 182194.45599999969, 'edge_length_avg': 170.91412382739182, 'street_length_total': 91948.391, 'street_length_avg': 169.6464778597786, 'street_segments_count': 542, 'node_density_km': 25.88454973741121, 'intersection_density_km': 19.162821559586888, 'edge_density_km': 10742.645690689225, 'street_density_km': 5421.5095674588465, 'circuity_avg': 1.084767097779404, 'self_loop_proportion': 0.001876172607879925, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084767097779404\n", - "4866\n", - "6989782.876528082\n", - "{'n': 595, 'm': 1567, 'k_avg': 5.2672268907563025, 'intersection_count': 505, 'streets_per_node_avg': 2.847058823529412, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 416, 4: 89}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15126050420168066, 2: 0.0, 3: 0.6991596638655462, 4: 0.1495798319327731}, 'edge_length_total': 138228.36399999986, 'edge_length_avg': 88.21210210593482, 'street_length_total': 74256.136, 'street_length_avg': 88.82312918660287, 'street_segments_count': 836, 'node_density_km': 85.12424641944592, 'intersection_density_km': 72.24830998625242, 'edge_density_km': 19775.773645870344, 'street_density_km': 10623.525410117461, 'circuity_avg': 1.0360472703120849, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0360472703120849\n", - "4867\n", - "37952951.576139726\n", - "{'n': 1015, 'm': 2629, 'k_avg': 5.180295566502463, 'intersection_count': 774, 'streets_per_node_avg': 2.676847290640394, 'streets_per_node_counts': {0: 0, 1: 241, 2: 0, 3: 620, 4: 154}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2374384236453202, 2: 0.0, 3: 0.6108374384236454, 4: 0.15172413793103448}, 'edge_length_total': 438706.65599999885, 'edge_length_avg': 166.87206390262415, 'street_length_total': 222059.17700000046, 'street_length_avg': 167.9721459909232, 'street_segments_count': 1322, 'node_density_km': 26.743638053123398, 'intersection_density_km': 20.393670791248777, 'edge_density_km': 11559.223664591218, 'street_density_km': 5850.906656219188, 'circuity_avg': 1.038738401149135, 'self_loop_proportion': 0.0007607455306200076, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038738401149135\n", - "4868\n", - "4986492.189986413\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 40, 'm': 88, 'k_avg': 4.4, 'intersection_count': 29, 'streets_per_node_avg': 2.625, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 22, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.275, 2: 0.0, 3: 0.55, 4: 0.175}, 'edge_length_total': 19512.337999999996, 'edge_length_avg': 221.7311136363636, 'street_length_total': 9756.168999999994, 'street_length_avg': 221.73111363636352, 'street_segments_count': 44, 'node_density_km': 8.021671041684513, 'intersection_density_km': 5.815711505221271, 'edge_density_km': 3913.0389172540067, 'street_density_km': 1956.5194586270027, 'circuity_avg': 1.0262112109500692, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0262112109500692\n", - "4869\n", - "5983677.298804364\n", - "{'n': 4, 'm': 8, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 5365.388, 'edge_length_avg': 670.6735, 'street_length_total': 2682.6940000000004, 'street_length_avg': 670.6735000000001, 'street_segments_count': 4, 'node_density_km': 0.6684852474914155, 'intersection_density_km': 0.6684852474914155, 'edge_density_km': 896.6706812668676, 'street_density_km': 448.33534063343393, 'circuity_avg': 1.1456399018113541, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1456399018113541\n", - "4870\n", - "2995629.3249554913\n", - "error with entry 4870\n", - "4871\n", - "41949971.93442836\n", - "error with entry 4871\n", - "4872\n", - "23956453.89038954\n", - "{'n': 192, 'm': 418, 'k_avg': 4.354166666666667, 'intersection_count': 122, 'streets_per_node_avg': 2.3229166666666665, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 112, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3645833333333333, 2: 0.0, 3: 0.5833333333333334, 4: 0.052083333333333336}, 'edge_length_total': 95299.67199999992, 'edge_length_avg': 227.98964593301415, 'street_length_total': 47649.83600000002, 'street_length_avg': 227.98964593301443, 'street_segments_count': 209, 'node_density_km': 8.014541754738728, 'intersection_density_km': 5.0925734066569, 'edge_density_km': 3978.037502379711, 'street_density_km': 1989.018751189858, 'circuity_avg': 1.0657197785379882, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0657197785379882\n", - "4873\n", - "5988921.191440362\n", - "{'n': 57, 'm': 114, 'k_avg': 4.0, 'intersection_count': 35, 'streets_per_node_avg': 2.280701754385965, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 32, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38596491228070173, 2: 0.0, 3: 0.5614035087719298, 4: 0.05263157894736842}, 'edge_length_total': 22397.903999999995, 'edge_length_avg': 196.4728421052631, 'street_length_total': 11198.952000000001, 'street_length_avg': 196.47284210526317, 'street_segments_count': 57, 'node_density_km': 9.517573896525303, 'intersection_density_km': 5.844124322427818, 'edge_density_km': 3739.8895867943793, 'street_density_km': 1869.94479339719, 'circuity_avg': 1.0975296862135664, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0975296862135664\n", - "4874\n", - "6987534.659027005\n", - "{'n': 10, 'm': 22, 'k_avg': 4.4, 'intersection_count': 9, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1, 2: 0.0, 3: 0.9}, 'edge_length_total': 13722.778000000002, 'edge_length_avg': 623.7626363636365, 'street_length_total': 6861.388999999999, 'street_length_avg': 623.7626363636363, 'street_segments_count': 11, 'node_density_km': 1.431119913957246, 'intersection_density_km': 1.2880079225615213, 'edge_density_km': 1963.894087061439, 'street_density_km': 981.9470435307192, 'circuity_avg': 1.102717726653605, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.102717726653605\n", - "4875\n", - "998646.7164761145\n", - "error with entry 4875\n", - "4876\n", - "998793.2670266016\n", - "error with entry 4876\n", - "4877\n", - "7987774.792588486\n", - "{'n': 584, 'm': 1564, 'k_avg': 5.3561643835616435, 'intersection_count': 507, 'streets_per_node_avg': 2.8955479452054793, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 415, 4: 91, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13184931506849315, 2: 0.0, 3: 0.7106164383561644, 4: 0.1558219178082192, 5: 0.0017123287671232876}, 'edge_length_total': 123972.82700000025, 'edge_length_avg': 79.26651342711014, 'street_length_total': 66653.40100000003, 'street_length_avg': 79.53866467780433, 'street_segments_count': 838, 'node_density_km': 73.11172575144063, 'intersection_density_km': 63.471994787637676, 'edge_density_km': 15520.320767559611, 'street_density_km': 8344.426668343836, 'circuity_avg': 1.0699436102544027, 'self_loop_proportion': 0.0076726342710997444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0699436102544027\n", - "4878\n", - "2995482.0646154713\n", - "{'n': 16, 'm': 40, 'k_avg': 5.0, 'intersection_count': 14, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.875}, 'edge_length_total': 9158.464000000005, 'edge_length_avg': 228.96160000000015, 'street_length_total': 4579.231999999999, 'street_length_avg': 228.96159999999995, 'street_segments_count': 20, 'node_density_km': 5.341377332550951, 'intersection_density_km': 4.673705165982082, 'edge_density_km': 3057.4257506614963, 'street_density_km': 1528.7128753307468, 'circuity_avg': 1.062818761306227, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062818761306227\n", - "4879\n", - "6989946.505128236\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 5, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.6666666666666666, 4: 0.16666666666666666}, 'edge_length_total': 6359.208, 'edge_length_avg': 635.9208, 'street_length_total': 3179.6040000000003, 'street_length_avg': 635.9208000000001, 'street_segments_count': 5, 'node_density_km': 0.8583756679107697, 'intersection_density_km': 0.7153130565923081, 'edge_density_km': 909.7649023972516, 'street_density_km': 454.88245119862586, 'circuity_avg': 1.134254484067417, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.134254484067417\n", - "4880\n", - "12977571.712788172\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 3552.3680000000004, 'edge_length_avg': 888.0920000000001, 'street_length_total': 1776.1840000000002, 'street_length_avg': 888.0920000000001, 'street_segments_count': 2, 'node_density_km': 0.2311680541163015, 'intersection_density_km': 0.15411203607753435, 'edge_density_km': 273.7313326883393, 'street_density_km': 136.86566634416965, 'circuity_avg': 1.2732341896576966, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2732341896576966\n", - "4881\n", - "123752089.3308449\n", - "error with entry 4881\n", - "4882\n", - "8974859.425259372\n", - "error with entry 4882\n", - "4883\n", - "5983839.5442253845\n", - "{'n': 29, 'm': 66, 'k_avg': 4.551724137931035, 'intersection_count': 21, 'streets_per_node_avg': 2.4482758620689653, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27586206896551724, 2: 0.0, 3: 0.7241379310344828}, 'edge_length_total': 23621.514, 'edge_length_avg': 357.90172727272727, 'street_length_total': 11810.757000000001, 'street_length_avg': 357.9017272727273, 'street_segments_count': 33, 'node_density_km': 4.846386636150032, 'intersection_density_km': 3.509452391694851, 'edge_density_km': 3947.5513715596853, 'street_density_km': 1973.7756857798431, 'circuity_avg': 1.4660114065293146, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4660114065293146\n", - "4884\n", - "2996199.1759856064\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 17, 'm': 34, 'k_avg': 4.0, 'intersection_count': 12, 'streets_per_node_avg': 2.4705882352941178, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 11, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29411764705882354, 2: 0.0, 3: 0.6470588235294118, 4: 0.058823529411764705}, 'edge_length_total': 8256.118, 'edge_length_avg': 242.827, 'street_length_total': 4128.059, 'street_length_avg': 242.827, 'street_segments_count': 17, 'node_density_km': 5.673855108249875, 'intersection_density_km': 4.005074194058736, 'edge_density_km': 2755.530428741985, 'street_density_km': 1377.7652143709925, 'circuity_avg': 1.3487471065954062, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3487471065954062\n", - "4885\n", - "9976979.377013635\n", - "{'n': 419, 'm': 1080, 'k_avg': 5.155131264916467, 'intersection_count': 342, 'streets_per_node_avg': 2.8305489260143197, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 260, 4: 81, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18377088305489261, 2: 0.0, 3: 0.6205250596658711, 4: 0.19331742243436753, 5: 0.002386634844868735}, 'edge_length_total': 122075.50600000007, 'edge_length_avg': 113.03287592592599, 'street_length_total': 66886.76400000005, 'street_length_avg': 116.12285416666676, 'street_segments_count': 576, 'node_density_km': 41.99667897132784, 'intersection_density_km': 34.27891219139408, 'edge_density_km': 12235.717985070185, 'street_density_km': 6704.1096781359665, 'circuity_avg': 1.0709145443069383, 'self_loop_proportion': 0.003703703703703704, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0709145443069383\n", - "4886\n", - "12965140.999269467\n", - "{'n': 782, 'm': 2317, 'k_avg': 5.9258312020460355, 'intersection_count': 749, 'streets_per_node_avg': 3.1278772378516626, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 586, 4: 160, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04219948849104859, 2: 0.0, 3: 0.7493606138107417, 4: 0.20460358056265984, 5: 0.0038363171355498722}, 'edge_length_total': 206041.46600000022, 'edge_length_avg': 88.92596719896427, 'street_length_total': 108655.24399999993, 'street_length_avg': 89.94639403973504, 'street_segments_count': 1208, 'node_density_km': 60.315580065350815, 'intersection_density_km': 57.77029343855212, 'edge_density_km': 15891.957211387815, 'street_density_km': 8380.5678631742, 'circuity_avg': 1.0429203205279045, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0429203205279045\n", - "4887\n", - "2995681.5821746034\n", - "error with entry 4887\n", - "4888\n", - "9972845.16391577\n", - "{'n': 57, 'm': 132, 'k_avg': 4.631578947368421, 'intersection_count': 42, 'streets_per_node_avg': 2.5964912280701755, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 35, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2631578947368421, 2: 0.0, 3: 0.6140350877192983, 4: 0.12280701754385964}, 'edge_length_total': 32012.226000000013, 'edge_length_avg': 242.51686363636372, 'street_length_total': 16006.112999999994, 'street_length_avg': 242.51686363636355, 'street_segments_count': 66, 'node_density_km': 5.7155204019651435, 'intersection_density_km': 4.211436085658527, 'edge_density_km': 3209.9391371108613, 'street_density_km': 1604.9695685554295, 'circuity_avg': 1.094865106990985, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.094865106990985\n", - "4889\n", - "4987567.672962086\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 3, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 3212.546, 'edge_length_avg': 401.56825, 'street_length_total': 1606.2730000000001, 'street_length_avg': 401.56825000000003, 'street_segments_count': 4, 'node_density_km': 1.0024926633287223, 'intersection_density_km': 0.6014955979972334, 'edge_density_km': 644.1107591212067, 'street_density_km': 322.0553795606034, 'circuity_avg': 1.0458023097943239, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0458023097943239\n", - "4890\n", - "4986435.590879136\n", - "{'n': 52, 'm': 138, 'k_avg': 5.3076923076923075, 'intersection_count': 46, 'streets_per_node_avg': 2.8461538461538463, 'streets_per_node_counts': {0: 0, 1: 6, 2: 2, 3: 38, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11538461538461539, 2: 0.038461538461538464, 3: 0.7307692307692307, 4: 0.11538461538461539}, 'edge_length_total': 40669.760000000024, 'edge_length_avg': 294.70840579710165, 'street_length_total': 20427.771, 'street_length_avg': 287.71508450704226, 'street_segments_count': 71, 'node_density_km': 10.428290720352434, 'intersection_density_km': 9.225026406465615, 'edge_density_km': 8156.07847705694, 'street_density_km': 4096.667976092011, 'circuity_avg': 1.124906791658534, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.124906791658534\n", - "4891\n", - "319309443.8392977\n", - "error with entry 4891\n", - "4892\n", - "1996950.4499651052\n", - "error with entry 4892\n", - "4893\n", - "52855611.55104314\n", - "{'n': 574, 'm': 1320, 'k_avg': 4.599303135888502, 'intersection_count': 377, 'streets_per_node_avg': 2.3693379790940767, 'streets_per_node_counts': {0: 0, 1: 197, 2: 0, 3: 345, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.343205574912892, 2: 0.0, 3: 0.6010452961672473, 4: 0.05574912891986063}, 'edge_length_total': 304323.7000000002, 'edge_length_avg': 230.54825757575773, 'street_length_total': 152214.31900000005, 'street_length_avg': 229.930995468278, 'street_segments_count': 662, 'node_density_km': 10.859774074237757, 'intersection_density_km': 7.132639069664868, 'edge_density_km': 5757.642208076848, 'street_density_km': 2879.8137895539303, 'circuity_avg': 1.0905701586836918, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0905701586836918\n", - "4894\n", - "998451.873212906\n", - "error with entry 4894\n", - "4895\n", - "62843404.57663829\n", - "error with entry 4895\n", - "4896\n", - "4988099.81376175\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 4, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 9607.17, 'edge_length_avg': 960.717, 'street_length_total': 4803.585, 'street_length_avg': 960.717, 'street_segments_count': 5, 'node_density_km': 1.2028628584068228, 'intersection_density_km': 0.8019085722712153, 'edge_density_km': 1926.0179945667128, 'street_density_km': 963.0089972833564, 'circuity_avg': 1.0948393369169525, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0948393369169525\n", - "4897\n", - "73864545.55473748\n", - "{'n': 6573, 'm': 18134, 'k_avg': 5.517724022516354, 'intersection_count': 5741, 'streets_per_node_avg': 2.931081697854861, 'streets_per_node_counts': {0: 0, 1: 832, 2: 2, 3: 4555, 4: 1156, 5: 27, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1265784268979157, 2: 0.00030427506465845124, 3: 0.6929864597596227, 4: 0.17587098737258483, 5: 0.004107713372889092, 6: 0.00015213753232922562}, 'edge_length_total': 1741450.9400000065, 'edge_length_avg': 96.03236682474945, 'street_length_total': 910612.038000001, 'street_length_avg': 95.64247852116385, 'street_segments_count': 9521, 'node_density_km': 88.98721234437251, 'intersection_density_km': 77.72335099179105, 'edge_density_km': 23576.276370772506, 'street_density_km': 12328.134305316886, 'circuity_avg': 1.0511155669361352, 'self_loop_proportion': 0.0012131906915186941, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0511155669361352\n", - "4898\n", - "3989796.8589123096\n", - "{'n': 14, 'm': 28, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 2.0714285714285716, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 6, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.42857142857142855, 4: 0.07142857142857142}, 'edge_length_total': 5111.7, 'edge_length_avg': 182.56071428571428, 'street_length_total': 2555.8499999999995, 'street_length_avg': 182.56071428571425, 'street_segments_count': 14, 'node_density_km': 3.5089505794579856, 'intersection_density_km': 1.7544752897289928, 'edge_density_km': 1281.1930483582416, 'street_density_km': 640.5965241791207, 'circuity_avg': 1.077965486960553, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077965486960553\n", - "4899\n", - "17952796.120287478\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 88, 'm': 212, 'k_avg': 4.818181818181818, 'intersection_count': 62, 'streets_per_node_avg': 2.4431818181818183, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 59, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29545454545454547, 2: 0.0, 3: 0.6704545454545454, 4: 0.03409090909090909}, 'edge_length_total': 62691.035999999964, 'edge_length_avg': 295.71243396226396, 'street_length_total': 31345.517999999993, 'street_length_avg': 295.7124339622641, 'street_segments_count': 106, 'node_density_km': 4.901743405895196, 'intersection_density_km': 3.4535010359716156, 'edge_density_km': 3491.9928672924793, 'street_density_km': 1745.9964336462401, 'circuity_avg': 1.1282761556118284, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1282761556118284\n", - "4900\n", - "2995390.3318489552\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 5, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.7142857142857143}, 'edge_length_total': 3013.1999999999994, 'edge_length_avg': 251.09999999999994, 'street_length_total': 1506.6000000000001, 'street_length_avg': 251.10000000000002, 'street_segments_count': 6, 'node_density_km': 2.3369241482725664, 'intersection_density_km': 1.6692315344804045, 'edge_density_km': 1005.9456919392708, 'street_density_km': 502.97284596963556, 'circuity_avg': 1.035353687840525, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035353687840525\n", - "4901\n", - "39942858.9295092\n", - "error with entry 4901\n", - "4902\n", - "3993868.6572117945\n", - "{'n': 22, 'm': 64, 'k_avg': 5.818181818181818, 'intersection_count': 20, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 16, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09090909090909091, 2: 0.0, 3: 0.7272727272727273, 4: 0.18181818181818182}, 'edge_length_total': 5668.465999999999, 'edge_length_avg': 88.56978124999999, 'street_length_total': 2834.2329999999997, 'street_length_avg': 88.56978124999999, 'street_segments_count': 32, 'node_density_km': 5.508443538891605, 'intersection_density_km': 5.007675944446913, 'edge_density_km': 1419.2920415057608, 'street_density_km': 709.6460207528804, 'circuity_avg': 1.050810187721763, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050810187721763\n", - "4903\n", - "17950559.192953017\n", - "{'n': 314, 'm': 712, 'k_avg': 4.535031847133758, 'intersection_count': 203, 'streets_per_node_avg': 2.3471337579617835, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 187, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3535031847133758, 2: 0.0, 3: 0.5955414012738853, 4: 0.04777070063694268, 5: 0.0031847133757961785}, 'edge_length_total': 105092.90399999983, 'edge_length_avg': 147.60239325842673, 'street_length_total': 52546.45199999993, 'street_length_avg': 147.6023932584268, 'street_segments_count': 356, 'node_density_km': 17.49249127142899, 'intersection_density_km': 11.308839898407912, 'edge_density_km': 5854.575496525865, 'street_density_km': 2927.2877482629333, 'circuity_avg': 1.0998975110168991, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0998975110168991\n", - "4904\n", - "3990223.9050371265\n", - "error with entry 4904\n", - "4905\n", - "7985285.035420901\n", - "{'n': 861, 'm': 2453, 'k_avg': 5.698025551684088, 'intersection_count': 753, 'streets_per_node_avg': 2.921022067363531, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 608, 4: 142, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1254355400696864, 2: 0.0, 3: 0.7061556329849012, 4: 0.16492450638792103, 5: 0.003484320557491289}, 'edge_length_total': 210913.3729999995, 'edge_length_avg': 85.98180717488769, 'street_length_total': 105742.20499999999, 'street_length_avg': 85.69060372771474, 'street_segments_count': 1234, 'node_density_km': 107.8233270548015, 'intersection_density_km': 94.29844979357205, 'edge_density_km': 26412.75446830463, 'street_density_km': 13242.132814414477, 'circuity_avg': 1.0547268672621528, 'self_loop_proportion': 0.0016306563391765185, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0547268672621528\n", - "4906\n", - "997314.0858390235\n", - "error with entry 4906\n", - "4907\n", - "998366.7199808395\n", - "{'n': 4, 'm': 8, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 3861.91, 'edge_length_avg': 482.73875, 'street_length_total': 1930.9550000000002, 'street_length_avg': 482.73875000000004, 'street_segments_count': 4, 'node_density_km': 4.006543807947412, 'intersection_density_km': 4.006543807947412, 'edge_density_km': 3868.227899337547, 'street_density_km': 1934.1139496687738, 'circuity_avg': 1.0229541200595236, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0229541200595236\n", - "4908\n", - "20967078.282624155\n", - "{'n': 1438, 'm': 3701, 'k_avg': 5.147426981919333, 'intersection_count': 1266, 'streets_per_node_avg': 2.9617524339360224, 'streets_per_node_counts': {0: 0, 1: 172, 2: 2, 3: 980, 4: 277, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11961057023643949, 2: 0.0013908205841446453, 3: 0.6815020862308763, 4: 0.1926286509040334, 5: 0.004867872044506259}, 'edge_length_total': 300020.2360000002, 'edge_length_avg': 81.0646409078628, 'street_length_total': 164962.09799999985, 'street_length_avg': 79.65335490101393, 'street_segments_count': 2071, 'node_density_km': 68.58370921387268, 'intersection_density_km': 60.38037264587122, 'edge_density_km': 14309.110308832733, 'street_density_km': 7867.672156149067, 'circuity_avg': 1.0609298733071877, 'self_loop_proportion': 0.004323155903809781, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0609298733071877\n", - "4909\n", - "11974859.399265062\n", - "{'n': 1074, 'm': 2548, 'k_avg': 4.74487895716946, 'intersection_count': 925, 'streets_per_node_avg': 2.9329608938547485, 'streets_per_node_counts': {0: 0, 1: 149, 2: 1, 3: 704, 4: 213, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1387337057728119, 2: 0.000931098696461825, 3: 0.6554934823091247, 4: 0.19832402234636873, 5: 0.006517690875232775}, 'edge_length_total': 217599.3520000006, 'edge_length_avg': 85.40005965463132, 'street_length_total': 131958.6219999999, 'street_length_avg': 84.3186083067092, 'street_segments_count': 1565, 'node_density_km': 89.68790064173238, 'intersection_density_km': 77.24516582272109, 'edge_density_km': 18171.349219628868, 'street_density_km': 11019.638527705689, 'circuity_avg': 1.0414673489675603, 'self_loop_proportion': 0.0003924646781789639, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0414673489675603\n", - "4910\n", - "6988677.291267471\n", - "{'n': 220, 'm': 558, 'k_avg': 5.072727272727272, 'intersection_count': 169, 'streets_per_node_avg': 2.668181818181818, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 141, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2318181818181818, 2: 0.0, 3: 0.6409090909090909, 4: 0.12272727272727273, 5: 0.004545454545454545}, 'edge_length_total': 66798.42299999992, 'edge_length_avg': 119.71043548387082, 'street_length_total': 34505.957999999984, 'street_length_avg': 118.98606206896547, 'street_segments_count': 290, 'node_density_km': 31.479490443047865, 'intersection_density_km': 24.181972203977676, 'edge_density_km': 9558.092356541665, 'street_density_km': 4937.408977678229, 'circuity_avg': 1.0509266975846325, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0509266975846325\n", - "4911\n", - "9978223.115104025\n", - "{'n': 364, 'm': 1051, 'k_avg': 5.774725274725275, 'intersection_count': 329, 'streets_per_node_avg': 3.065934065934066, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 235, 4: 94}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09615384615384616, 2: 0.0, 3: 0.6456043956043956, 4: 0.25824175824175827}, 'edge_length_total': 172081.901, 'edge_length_avg': 163.73158991436728, 'street_length_total': 86523.29599999999, 'street_length_avg': 160.82397026022304, 'street_segments_count': 538, 'node_density_km': 36.47944085846443, 'intersection_density_km': 32.97180231438131, 'edge_density_km': 17245.74596247701, 'street_density_km': 8671.212800306075, 'circuity_avg': 1.0262293948793841, 'self_loop_proportion': 0.0019029495718363464, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0262293948793841\n", - "4912\n", - "35912933.06522222\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 848, 'm': 2387, 'k_avg': 5.629716981132075, 'intersection_count': 801, 'streets_per_node_avg': 3.1179245283018866, 'streets_per_node_counts': {0: 0, 1: 47, 2: 1, 3: 610, 4: 185, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.055424528301886794, 2: 0.0011792452830188679, 3: 0.7193396226415094, 4: 0.21816037735849056, 5: 0.00589622641509434}, 'edge_length_total': 370239.93200000003, 'edge_length_avg': 155.10680016757436, 'street_length_total': 206207.0110000002, 'street_length_avg': 158.62077769230785, 'street_segments_count': 1300, 'node_density_km': 23.6126633951042, 'intersection_density_km': 22.303942664479322, 'edge_density_km': 10309.376049224375, 'street_density_km': 5741.859363742398, 'circuity_avg': 1.0618407319726015, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0618407319726015\n", - "4913\n", - "4987612.99579757\n", - "{'n': 51, 'm': 130, 'k_avg': 5.098039215686274, 'intersection_count': 46, 'streets_per_node_avg': 2.9215686274509802, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 40, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09803921568627451, 2: 0.0, 3: 0.7843137254901961, 4: 0.11764705882352941}, 'edge_length_total': 24734.316000000003, 'edge_length_avg': 190.26396923076925, 'street_length_total': 12367.157999999998, 'street_length_avg': 190.2639692307692, 'street_segments_count': 65, 'node_density_km': 10.225332246702228, 'intersection_density_km': 9.222848693103971, 'edge_density_km': 4959.148999900449, 'street_density_km': 2479.574499950224, 'circuity_avg': 1.0923242505209614, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0923242505209614\n", - "4914\n", - "3990054.065997342\n", - "error with entry 4914\n", - "4915\n", - "997845.1913686644\n", - "error with entry 4915\n", - "4916\n", - "997501.0143466615\n", - "error with entry 4916\n", - "4917\n", - "55855318.566174515\n", - "{'n': 4083, 'm': 10848, 'k_avg': 5.31373989713446, 'intersection_count': 3760, 'streets_per_node_avg': 3.050942934117071, 'streets_per_node_counts': {0: 0, 1: 323, 2: 2, 3: 2933, 4: 796, 5: 27, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07910849865295126, 2: 0.0004898359049718344, 3: 0.7183443546411952, 4: 0.1949546901787901, 5: 0.006612784717119765, 6: 0.0004898359049718344}, 'edge_length_total': 1003231.1960000028, 'edge_length_avg': 92.48075184365807, 'street_length_total': 564540.4159999985, 'street_length_avg': 91.49763630469991, 'street_segments_count': 6170, 'node_density_km': 73.09957412851689, 'intersection_density_km': 67.31677656703981, 'edge_density_km': 17961.24741122774, 'street_density_km': 10107.19176780202, 'circuity_avg': 1.0615127592214468, 'self_loop_proportion': 0.0014749262536873156, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0615127592214468\n", - "4918\n", - "97885020.5418794\n", - "{'n': 5512, 'm': 15321, 'k_avg': 5.5591436865021775, 'intersection_count': 4879, 'streets_per_node_avg': 2.943940493468795, 'streets_per_node_counts': {0: 0, 1: 633, 2: 4, 3: 3926, 4: 937, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11484034833091437, 2: 0.000725689404934688, 3: 0.7122641509433962, 4: 0.16999274310595067, 5: 0.0021770682148040637}, 'edge_length_total': 1489364.110000013, 'edge_length_avg': 97.21063311794353, 'street_length_total': 816120.1430000007, 'street_length_avg': 101.25560086848644, 'street_segments_count': 8060, 'node_density_km': 56.31096534981806, 'intersection_density_km': 49.84419447419491, 'edge_density_km': 15215.444628351477, 'street_density_km': 8337.538659971264, 'circuity_avg': 1.05797563088367, 'self_loop_proportion': 0.00026107956399712813, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05797563088367\n", - "4919\n", - "6982528.349344896\n", - "{'n': 24, 'm': 49, 'k_avg': 4.083333333333333, 'intersection_count': 22, 'streets_per_node_avg': 2.9166666666666665, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 20, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08333333333333333, 2: 0.0, 3: 0.8333333333333334, 4: 0.08333333333333333}, 'edge_length_total': 15152.553000000005, 'edge_length_avg': 309.2357755102042, 'street_length_total': 11071.247000000003, 'street_length_avg': 357.1370000000001, 'street_segments_count': 31, 'node_density_km': 3.437150384395029, 'intersection_density_km': 3.1507211856954433, 'edge_density_km': 2170.066807021503, 'street_density_km': 1585.5642034075968, 'circuity_avg': 1.1175007510300234, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1175007510300234\n", - "4920\n", - "23966649.32437575\n", - "{'n': 1329, 'm': 3866, 'k_avg': 5.81790820165538, 'intersection_count': 1236, 'streets_per_node_avg': 3.124905944319037, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 889, 4: 343, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06997742663656885, 2: 0.0, 3: 0.6689240030097818, 4: 0.2580887885628292, 5: 0.002257336343115124, 6: 0.0007524454477050414}, 'edge_length_total': 351594.7690000006, 'edge_length_avg': 90.94536187273684, 'street_length_total': 194226.14000000028, 'street_length_avg': 93.82905314009675, 'street_segments_count': 2070, 'node_density_km': 55.45205681498059, 'intersection_density_km': 51.571664577363435, 'edge_density_km': 14670.167875423633, 'street_density_km': 8104.017268799389, 'circuity_avg': 1.0292155781944616, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0292155781944616\n", - "4921\n", - "997283.5710420959\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 5, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.7142857142857143}, 'edge_length_total': 1899.7099999999998, 'edge_length_avg': 135.6935714285714, 'street_length_total': 949.855, 'street_length_avg': 135.69357142857143, 'street_segments_count': 7, 'node_density_km': 7.0190667963029405, 'intersection_density_km': 5.013619140216386, 'edge_density_km': 1904.884483372094, 'street_density_km': 952.4422416860472, 'circuity_avg': 1.0294428905328543, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0294428905328543\n", - "4922\n", - "997848.0364579792\n", - "error with entry 4922\n", - "4923\n", - "3991825.2407134916\n", - "{'n': 8, 'm': 16, 'k_avg': 4.0, 'intersection_count': 8, 'streets_per_node_avg': 3.25, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 6, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.75, 4: 0.25}, 'edge_length_total': 6985.4180000000015, 'edge_length_avg': 436.5886250000001, 'street_length_total': 3492.709, 'street_length_avg': 436.588625, 'street_segments_count': 8, 'node_density_km': 2.004095750086017, 'intersection_density_km': 2.004095750086017, 'edge_density_km': 1749.9308157967957, 'street_density_km': 874.9654078983976, 'circuity_avg': 1.0150317224558127, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0150317224558127\n", - "4924\n", - "997470.7235319522\n", - "error with entry 4924\n", - "4925\n", - "997845.3827731798\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 805.6, 'edge_length_avg': 201.4, 'street_length_total': 402.8, 'street_length_avg': 201.4, 'street_segments_count': 2, 'node_density_km': 3.0064778088790636, 'intersection_density_km': 3.0064778088790636, 'edge_density_km': 807.3395076109912, 'street_density_km': 403.6697538054956, 'circuity_avg': 1.0062524480166202, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0062524480166202\n", - "4926\n", - "23953515.45649426\n", - "error with entry 4926\n", - "4927\n", - "1994921.9386341767\n", - "{'n': 34, 'm': 90, 'k_avg': 5.294117647058823, 'intersection_count': 28, 'streets_per_node_avg': 2.823529411764706, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 23, 4: 4, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17647058823529413, 2: 0.0, 3: 0.6764705882352942, 4: 0.11764705882352941, 5: 0.029411764705882353}, 'edge_length_total': 14634.166000000003, 'edge_length_avg': 162.60184444444448, 'street_length_total': 7317.083000000001, 'street_length_avg': 162.60184444444448, 'street_segments_count': 45, 'node_density_km': 17.04327339408483, 'intersection_density_km': 14.035636912775745, 'edge_density_km': 7335.70858918885, 'street_density_km': 3667.854294594425, 'circuity_avg': 1.027765083153944, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027765083153944\n", - "4928\n", - "16982739.313405775\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 89, 'm': 210, 'k_avg': 4.719101123595506, 'intersection_count': 69, 'streets_per_node_avg': 2.6179775280898876, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 63, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2247191011235955, 2: 0.0, 3: 0.7078651685393258, 4: 0.06741573033707865}, 'edge_length_total': 64902.410999999986, 'edge_length_avg': 309.05909999999994, 'street_length_total': 33886.41100000001, 'street_length_avg': 313.76306481481487, 'street_segments_count': 108, 'node_density_km': 5.240615094983264, 'intersection_density_km': 4.062948781503879, 'edge_density_km': 3821.6691549146935, 'street_density_km': 1995.3442359708645, 'circuity_avg': 1.0806308462384862, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0806308462384862\n", - "4929\n", - "1994478.3976575308\n", - "{'n': 25, 'm': 62, 'k_avg': 4.96, 'intersection_count': 23, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 19, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08, 2: 0.0, 3: 0.76, 4: 0.16}, 'edge_length_total': 11875.414000000004, 'edge_length_avg': 191.53893548387103, 'street_length_total': 5937.707, 'street_length_avg': 191.53893548387097, 'street_segments_count': 31, 'node_density_km': 12.5346055536936, 'intersection_density_km': 11.531837109398113, 'edge_density_km': 5954.145211072431, 'street_density_km': 2977.0726055362147, 'circuity_avg': 1.0343788361541733, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0343788361541733\n", - "4930\n", - "4993505.246905355\n", - "{'n': 35, 'm': 79, 'k_avg': 4.514285714285714, 'intersection_count': 32, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 26, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08571428571428572, 2: 0.0, 3: 0.7428571428571429, 4: 0.17142857142857143}, 'edge_length_total': 24535.862, 'edge_length_avg': 310.58053164556964, 'street_length_total': 13924.237999999998, 'street_length_avg': 296.2603829787233, 'street_segments_count': 47, 'node_density_km': 7.009104480603218, 'intersection_density_km': 6.408324096551514, 'edge_density_km': 4913.5548651332065, 'street_density_km': 2788.469684422445, 'circuity_avg': 1.2088777574084066, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2088777574084066\n", - "4931\n", - "997285.8957886219\n", - "error with entry 4931\n", - "4932\n", - "10977026.323723419\n", - "{'n': 61, 'm': 139, 'k_avg': 4.557377049180328, 'intersection_count': 50, 'streets_per_node_avg': 2.7868852459016393, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 41, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18032786885245902, 2: 0.0, 3: 0.6721311475409836, 4: 0.14754098360655737}, 'edge_length_total': 25240.31100000001, 'edge_length_avg': 181.58497122302165, 'street_length_total': 13573.159999999998, 'street_length_avg': 171.81215189873416, 'street_segments_count': 79, 'node_density_km': 5.557060555477355, 'intersection_density_km': 4.554967668424061, 'edge_density_km': 2299.3760109193645, 'street_density_km': 1236.5060991669343, 'circuity_avg': 1.0769709015939815, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0769709015939815\n", - "4933\n", - "22974520.070207506\n", - "{'n': 451, 'm': 1184, 'k_avg': 5.250554323725056, 'intersection_count': 366, 'streets_per_node_avg': 2.762749445676275, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 305, 4: 59, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.188470066518847, 2: 0.0, 3: 0.6762749445676275, 4: 0.13082039911308205, 5: 0.004434589800443459}, 'edge_length_total': 174483.44600000017, 'edge_length_avg': 147.36777533783797, 'street_length_total': 92177.44800000008, 'street_length_avg': 151.85741021416817, 'street_segments_count': 607, 'node_density_km': 19.630442708783274, 'intersection_density_km': 15.930691865664476, 'edge_density_km': 7594.650311162049, 'street_density_km': 4012.1598935828183, 'circuity_avg': 1.0668217909155984, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0668217909155984\n", - "4934\n", - "997860.6142014478\n", - "error with entry 4934\n", - "4935\n", - "13964296.638675569\n", - "{'n': 98, 'm': 238, 'k_avg': 4.857142857142857, 'intersection_count': 87, 'streets_per_node_avg': 2.989795918367347, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 68, 4: 17, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11224489795918367, 2: 0.0, 3: 0.6938775510204082, 4: 0.17346938775510204, 5: 0.02040816326530612}, 'edge_length_total': 47243.066999999995, 'edge_length_avg': 198.50028151260503, 'street_length_total': 28680.693999999996, 'street_length_avg': 209.3481313868613, 'street_segments_count': 137, 'node_density_km': 7.017897323133257, 'intersection_density_km': 6.230174154210135, 'edge_density_km': 3383.1325860806637, 'street_density_km': 2053.858833144939, 'circuity_avg': 1.0604956559187337, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0604956559187337\n", - "4936\n", - "16953485.971778244\n", - "{'n': 66, 'm': 182, 'k_avg': 5.515151515151516, 'intersection_count': 62, 'streets_per_node_avg': 3.015151515151515, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 53, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06060606060606061, 2: 0.0, 3: 0.803030303030303, 4: 0.13636363636363635}, 'edge_length_total': 37179.48599999998, 'edge_length_avg': 204.28289010989002, 'street_length_total': 18589.743000000006, 'street_length_avg': 204.28289010989016, 'street_segments_count': 91, 'node_density_km': 3.8930046664070996, 'intersection_density_km': 3.6570649896551544, 'edge_density_km': 2193.028977160869, 'street_density_km': 1096.5144885804355, 'circuity_avg': 1.1150957695372563, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1150957695372563\n", - "4937\n", - "18950107.386011913\n", - "{'n': 1568, 'm': 4495, 'k_avg': 5.733418367346939, 'intersection_count': 1443, 'streets_per_node_avg': 3.037627551020408, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 1141, 4: 295, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07971938775510204, 2: 0.0, 3: 0.7276785714285714, 4: 0.1881377551020408, 5: 0.004464285714285714}, 'edge_length_total': 406180.5440000013, 'edge_length_avg': 90.36274616240296, 'street_length_total': 217014.75899999993, 'street_length_avg': 92.939939614561, 'street_segments_count': 2335, 'node_density_km': 82.743594432474, 'intersection_density_km': 76.1473257436607, 'edge_density_km': 21434.208035138883, 'street_density_km': 11451.901278416506, 'circuity_avg': 1.0624585253508358, 'self_loop_proportion': 0.0004449388209121246, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0624585253508358\n", - "4938\n", - "10977684.370533748\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 3.2857142857142856, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 5, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.7142857142857143, 4: 0.2857142857142857}, 'edge_length_total': 17078.416, 'edge_length_avg': 1219.8868571428573, 'street_length_total': 8539.208000000002, 'street_length_avg': 1219.8868571428575, 'street_segments_count': 7, 'node_density_km': 0.6376572475329468, 'intersection_density_km': 0.6376572475329468, 'edge_density_km': 1555.739391254663, 'street_density_km': 777.8696956273317, 'circuity_avg': 1.0930094776989838, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0930094776989838\n", - "4939\n", - "997843.9855134635\n", - "error with entry 4939\n", - "4940\n", - "27947151.685772527\n", - "{'n': 123, 'm': 292, 'k_avg': 4.747967479674797, 'intersection_count': 86, 'streets_per_node_avg': 2.4552845528455283, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 79, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3008130081300813, 2: 0.0, 3: 0.6422764227642277, 4: 0.056910569105691054}, 'edge_length_total': 61636.68799999998, 'edge_length_avg': 211.0845479452054, 'street_length_total': 30818.34400000001, 'street_length_avg': 211.08454794520554, 'street_segments_count': 146, 'node_density_km': 4.4011640750716445, 'intersection_density_km': 3.0772366703752962, 'edge_density_km': 2205.472983186987, 'street_density_km': 1102.7364915934943, 'circuity_avg': 1.0867127617638366, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0867127617638366\n", - "4941\n", - "30962848.827321094\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1143, 'm': 2987, 'k_avg': 5.226596675415573, 'intersection_count': 974, 'streets_per_node_avg': 2.8862642169728785, 'streets_per_node_counts': {0: 0, 1: 169, 2: 3, 3: 765, 4: 201, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14785651793525809, 2: 0.0026246719160104987, 3: 0.6692913385826772, 4: 0.17585301837270342, 5: 0.004374453193350831}, 'edge_length_total': 346356.2600000003, 'edge_length_avg': 115.95455641111494, 'street_length_total': 186989.50299999962, 'street_length_avg': 115.14131958128056, 'street_segments_count': 1624, 'node_density_km': 36.9152078471357, 'intersection_density_km': 31.4570537560019, 'edge_density_km': 11186.188387626058, 'street_density_km': 6039.156927801916, 'circuity_avg': 1.0879057918165262, 'self_loop_proportion': 0.003013056578506863, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0879057918165262\n", - "4942\n", - "6991095.835385531\n", - "{'n': 74, 'm': 200, 'k_avg': 5.405405405405405, 'intersection_count': 71, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 65, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04054054054054054, 2: 0.0, 3: 0.8783783783783784, 4: 0.08108108108108109}, 'edge_length_total': 60127.92200000004, 'edge_length_avg': 300.63961000000023, 'street_length_total': 30063.961, 'street_length_avg': 300.63961, 'street_segments_count': 100, 'node_density_km': 10.584892803993323, 'intersection_density_km': 10.155775528155756, 'edge_density_km': 8600.643363471247, 'street_density_km': 4300.321681735621, 'circuity_avg': 1.0829297578388406, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0829297578388406\n", - "4943\n", - "48932407.25546149\n", - "{'n': 764, 'm': 2034, 'k_avg': 5.324607329842932, 'intersection_count': 635, 'streets_per_node_avg': 2.9476439790575917, 'streets_per_node_counts': {0: 0, 1: 129, 2: 1, 3: 419, 4: 211, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.168848167539267, 2: 0.0013089005235602095, 3: 0.5484293193717278, 4: 0.2761780104712042, 5: 0.005235602094240838}, 'edge_length_total': 366973.6319999998, 'edge_length_avg': 180.41968141592912, 'street_length_total': 194136.18200000035, 'street_length_avg': 179.42345841035151, 'street_segments_count': 1082, 'node_density_km': 15.613374506824977, 'intersection_density_km': 12.977084832243273, 'edge_density_km': 7499.603076630586, 'street_density_km': 3967.4357524753136, 'circuity_avg': 1.04709788110724, 'self_loop_proportion': 0.0009832841691248771, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04709788110724\n", - "4944\n", - "2991754.489143972\n", - "{'n': 182, 'm': 500, 'k_avg': 5.4945054945054945, 'intersection_count': 162, 'streets_per_node_avg': 2.9285714285714284, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 136, 4: 25, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10989010989010989, 2: 0.0, 3: 0.7472527472527473, 4: 0.13736263736263737, 5: 0.005494505494505495}, 'edge_length_total': 48234.87199999998, 'edge_length_avg': 96.46974399999996, 'street_length_total': 24346.668999999994, 'street_length_avg': 96.23189328063239, 'street_segments_count': 253, 'node_density_km': 60.83386877513318, 'intersection_density_km': 54.14882825039327, 'edge_density_km': 16122.603701282114, 'street_density_km': 8137.923445371443, 'circuity_avg': 1.0242278092558028, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0242278092558028\n", - "4945\n", - "23958744.36527413\n", - "{'n': 98, 'm': 219, 'k_avg': 4.469387755102041, 'intersection_count': 85, 'streets_per_node_avg': 2.9285714285714284, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 67, 4: 17, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1326530612244898, 2: 0.0, 3: 0.6836734693877551, 4: 0.17346938775510204, 5: 0.01020408163265306}, 'edge_length_total': 57424.672000000006, 'edge_length_avg': 262.21311415525116, 'street_length_total': 32604.56900000001, 'street_length_avg': 239.73947794117655, 'street_segments_count': 136, 'node_density_km': 4.090364607839861, 'intersection_density_km': 3.5477652210855934, 'edge_density_km': 2396.8147547511494, 'street_density_km': 1360.8630111374769, 'circuity_avg': 1.1064520361923076, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1064520361923076\n", - "4946\n", - "5984081.820796171\n", - "{'n': 254, 'm': 707, 'k_avg': 5.566929133858268, 'intersection_count': 229, 'streets_per_node_avg': 3.0236220472440944, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 175, 4: 52, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0984251968503937, 2: 0.0, 3: 0.6889763779527559, 4: 0.2047244094488189, 5: 0.007874015748031496}, 'edge_length_total': 76205.032, 'edge_length_avg': 107.78646676096182, 'street_length_total': 42289.47000000001, 'street_length_avg': 113.68137096774196, 'street_segments_count': 372, 'node_density_km': 42.445943689688015, 'intersection_density_km': 38.26819332652975, 'edge_density_km': 12734.624004499501, 'street_density_km': 7066.99394601083, 'circuity_avg': 1.0463321013571938, 'self_loop_proportion': 0.005657708628005658, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0463321013571938\n", - "4947\n", - "20959780.453966863\n", - "{'n': 101, 'm': 224, 'k_avg': 4.435643564356436, 'intersection_count': 70, 'streets_per_node_avg': 2.4455445544554455, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 64, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3069306930693069, 2: 0.0, 3: 0.6336633663366337, 4: 0.0594059405940594}, 'edge_length_total': 62120.10800000006, 'edge_length_avg': 277.321910714286, 'street_length_total': 31060.054000000004, 'street_length_avg': 277.32191071428576, 'street_segments_count': 112, 'node_density_km': 4.818752764220136, 'intersection_density_km': 3.3397296385684108, 'edge_density_km': 2963.776654838155, 'street_density_km': 1481.8883274190762, 'circuity_avg': 1.0736460436963386, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0736460436963386\n", - "4948\n", - "3988776.3143246984\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 718.5600000000001, 'edge_length_avg': 359.28000000000003, 'street_length_total': 359.28000000000003, 'street_length_avg': 359.28000000000003, 'street_segments_count': 1, 'node_density_km': 0.5014069083837811, 'intersection_density_km': 0.5014069083837811, 'edge_density_km': 180.14547404412488, 'street_density_km': 90.07273702206244, 'circuity_avg': 1.0169884091788501, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0169884091788501\n", - "4949\n", - "29935564.373772066\n", - "{'n': 68, 'm': 196, 'k_avg': 5.764705882352941, 'intersection_count': 64, 'streets_per_node_avg': 3.161764705882353, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 45, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.058823529411764705, 2: 0.0, 3: 0.6617647058823529, 4: 0.27941176470588236}, 'edge_length_total': 92133.48900000005, 'edge_length_avg': 470.06882142857165, 'street_length_total': 46252.26099999999, 'street_length_avg': 449.05107766990284, 'street_segments_count': 103, 'node_density_km': 2.271545615474614, 'intersection_density_km': 2.137925285152578, 'edge_density_km': 3077.726808475422, 'street_density_km': 1545.060598240257, 'circuity_avg': 1.1094326083273816, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1094326083273816\n", - "4950\n", - "3989454.197300393\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 1049.304, 'edge_length_avg': 524.652, 'street_length_total': 524.652, 'street_length_avg': 524.652, 'street_segments_count': 1, 'node_density_km': 0.5013217099605685, 'intersection_density_km': 0.25066085498028423, 'edge_density_km': 263.0194377742322, 'street_density_km': 131.5097188871161, 'circuity_avg': 1.5883274982531856, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.5883274982531856\n", - "4951\n", - "19946953.83659582\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 760, 'm': 2089, 'k_avg': 5.497368421052632, 'intersection_count': 671, 'streets_per_node_avg': 2.9342105263157894, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 544, 4: 126, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11710526315789474, 2: 0.0, 3: 0.7157894736842105, 4: 0.16578947368421051, 5: 0.0013157894736842105}, 'edge_length_total': 283745.4909999999, 'edge_length_avg': 135.8283824796553, 'street_length_total': 144075.7780000001, 'street_length_avg': 134.77621889616475, 'street_segments_count': 1069, 'node_density_km': 38.1010557414366, 'intersection_density_km': 33.63922158224206, 'edge_density_km': 14225.0036433846, 'street_density_km': 7222.946379695855, 'circuity_avg': 1.0447901702627163, 'self_loop_proportion': 0.0009573958831977022, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0447901702627163\n", - "4952\n", - "7986667.010135296\n", - "{'n': 445, 'm': 1171, 'k_avg': 5.262921348314607, 'intersection_count': 368, 'streets_per_node_avg': 2.7775280898876407, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 315, 4: 51, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17303370786516853, 2: 0.0, 3: 0.7078651685393258, 4: 0.1146067415730337, 5: 0.0044943820224719105}, 'edge_length_total': 115485.87000000023, 'edge_length_avg': 98.62157984628543, 'street_length_total': 61002.66, 'street_length_avg': 100.33332236842107, 'street_segments_count': 608, 'node_density_km': 55.71786070901454, 'intersection_density_km': 46.076792676218766, 'edge_density_km': 14459.832850605333, 'street_density_km': 7638.062275863759, 'circuity_avg': 1.0577919053240017, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0577919053240017\n", - "4953\n", - "44877293.025373645\n", - "{'n': 1561, 'm': 3966, 'k_avg': 5.081358103779628, 'intersection_count': 1289, 'streets_per_node_avg': 2.803331197950032, 'streets_per_node_counts': {0: 0, 1: 272, 2: 5, 3: 1052, 4: 225, 5: 6, 6: 0, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17424727738629084, 2: 0.0032030749519538757, 3: 0.6739269698910955, 4: 0.1441383728379244, 5: 0.003843689942344651, 6: 0.0, 7: 0.0, 8: 0.0006406149903907751}, 'edge_length_total': 577393.3830000001, 'edge_length_avg': 145.5858252647504, 'street_length_total': 306248.2170000002, 'street_length_avg': 143.84603898543926, 'street_segments_count': 2129, 'node_density_km': 34.78373793885941, 'intersection_density_km': 28.722766305694925, 'edge_density_km': 12866.04748360249, 'street_density_km': 6824.1241027360375, 'circuity_avg': 1.0758946951372048, 'self_loop_proportion': 0.0005042864346949068, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0758946951372048\n", - "4954\n", - "24974370.255889185\n", - "{'n': 1671, 'm': 3809, 'k_avg': 4.5589467384799525, 'intersection_count': 1126, 'streets_per_node_avg': 2.430879712746858, 'streets_per_node_counts': {0: 0, 1: 545, 2: 1, 3: 988, 4: 135, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32615200478755235, 2: 0.0005984440454817474, 3: 0.5912627169359664, 4: 0.0807899461400359, 5: 0.0005984440454817474, 6: 0.0005984440454817474}, 'edge_length_total': 364532.4940000001, 'edge_length_avg': 95.70293882908904, 'street_length_total': 189747.6320000003, 'street_length_avg': 95.25483534136562, 'street_segments_count': 1992, 'node_density_km': 66.90859400572725, 'intersection_density_km': 45.086221933242896, 'edge_density_km': 14596.263700144353, 'street_density_km': 7597.6943584896235, 'circuity_avg': 1.0673187191576563, 'self_loop_proportion': 0.0010501443948542925, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673187191576563\n", - "4955\n", - "4992760.764639443\n", - "{'n': 77, 'm': 226, 'k_avg': 5.87012987012987, 'intersection_count': 69, 'streets_per_node_avg': 3.0259740259740258, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 51, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1038961038961039, 2: 0.0, 3: 0.6623376623376623, 4: 0.23376623376623376}, 'edge_length_total': 22941.104000000014, 'edge_length_avg': 101.50930973451334, 'street_length_total': 12136.056000000002, 'street_length_avg': 106.4566315789474, 'street_segments_count': 114, 'node_density_km': 15.422329174139916, 'intersection_density_km': 13.820009259943562, 'edge_density_km': 4594.87347410621, 'street_density_km': 2430.7305260752705, 'circuity_avg': 1.0378277577715997, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0378277577715997\n", - "4956\n", - "18968655.82382123\n", - "{'n': 1505, 'm': 4449, 'k_avg': 5.912292358803986, 'intersection_count': 1392, 'streets_per_node_avg': 3.121594684385382, 'streets_per_node_counts': {0: 0, 1: 113, 2: 3, 3: 978, 4: 410, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07508305647840531, 2: 0.0019933554817275745, 3: 0.6498338870431893, 4: 0.2724252491694352, 5: 0.000664451827242525}, 'edge_length_total': 375378.98299999995, 'edge_length_avg': 84.37378804225668, 'street_length_total': 200793.14700000008, 'street_length_avg': 85.99278244111353, 'street_segments_count': 2335, 'node_density_km': 79.34141533160138, 'intersection_density_km': 73.38421936318215, 'edge_density_km': 19789.43508103464, 'street_density_km': 10585.523237120464, 'circuity_avg': 1.0143475405855473, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0143475405855473\n", - "4957\n", - "2991548.217690932\n", - "{'n': 16, 'm': 30, 'k_avg': 3.75, 'intersection_count': 12, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 6918.630000000001, 'edge_length_avg': 230.62100000000004, 'street_length_total': 3459.3149999999996, 'street_length_avg': 230.62099999999998, 'street_segments_count': 15, 'node_density_km': 5.348401174141803, 'intersection_density_km': 4.011300880606353, 'edge_density_km': 2312.7255509657944, 'street_density_km': 1156.3627754828967, 'circuity_avg': 1.0977294575840904, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0977294575840904\n", - "4958\n", - "1994657.0898911112\n", - "error with entry 4958\n", - "4959\n", - "997223.115236166\n", - "error with entry 4959\n", - "4960\n", - "8986831.827417303\n", - "{'n': 48, 'm': 116, 'k_avg': 4.833333333333333, 'intersection_count': 39, 'streets_per_node_avg': 2.6875, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 36, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.75, 4: 0.0625}, 'edge_length_total': 31572.38900000002, 'edge_length_avg': 272.1757672413795, 'street_length_total': 16164.541999999994, 'street_length_avg': 273.97528813559313, 'street_segments_count': 59, 'node_density_km': 5.341148128927942, 'intersection_density_km': 4.339682854753952, 'edge_density_km': 3513.183467356984, 'street_density_km': 1798.6919428807728, 'circuity_avg': 1.177563977130225, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.177563977130225\n", - "4961\n", - "16980469.642597437\n", - "{'n': 518, 'm': 1241, 'k_avg': 4.7915057915057915, 'intersection_count': 404, 'streets_per_node_avg': 2.666023166023166, 'streets_per_node_counts': {0: 0, 1: 114, 2: 3, 3: 352, 4: 42, 5: 5, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22007722007722008, 2: 0.005791505791505791, 3: 0.6795366795366795, 4: 0.08108108108108109, 5: 0.009652509652509652, 6: 0.003861003861003861}, 'edge_length_total': 177122.75799999986, 'edge_length_avg': 142.72583239323114, 'street_length_total': 93883.40299999993, 'street_length_avg': 140.75472713643168, 'street_segments_count': 667, 'node_density_km': 30.505634467290477, 'intersection_density_km': 23.79203923703736, 'edge_density_km': 10430.969327000666, 'street_density_km': 5528.90497000641, 'circuity_avg': 1.0532166406130983, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0532166406130983\n", - "4962\n", - "4985872.569363825\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 5, 'streets_per_node_avg': 3.2, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.8, 4: 0.2}, 'edge_length_total': 4466.414, 'edge_length_avg': 558.30175, 'street_length_total': 2233.207, 'street_length_avg': 558.30175, 'street_segments_count': 4, 'node_density_km': 1.0028334921199114, 'intersection_density_km': 1.0028334921199114, 'edge_density_km': 895.8139097746524, 'street_density_km': 447.9069548873262, 'circuity_avg': 1.0035745432212846, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0035745432212846\n", - "4963\n", - "3994439.683054712\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 32, 'm': 81, 'k_avg': 5.0625, 'intersection_count': 29, 'streets_per_node_avg': 3.03125, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 22, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09375, 2: 0.0, 3: 0.6875, 4: 0.21875}, 'edge_length_total': 12989.598, 'edge_length_avg': 160.36540740740742, 'street_length_total': 7405.748999999998, 'street_length_avg': 168.31247727272722, 'street_segments_count': 44, 'node_density_km': 8.01113611397138, 'intersection_density_km': 7.2600921032865635, 'edge_density_km': 3251.9199263678256, 'street_density_km': 1854.0144770283569, 'circuity_avg': 1.0566368100916708, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0566368100916708\n", - "4964\n", - "4985509.538110118\n", - "{'n': 76, 'm': 186, 'k_avg': 4.894736842105263, 'intersection_count': 73, 'streets_per_node_avg': 2.9342105263157894, 'streets_per_node_counts': {0: 0, 1: 3, 2: 4, 3: 64, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.039473684210526314, 2: 0.05263157894736842, 3: 0.8421052631578947, 4: 0.06578947368421052}, 'edge_length_total': 42996.689999999995, 'edge_length_avg': 231.16499999999996, 'street_length_total': 22331.889000000003, 'street_length_avg': 230.22565979381446, 'street_segments_count': 97, 'node_density_km': 15.244179039081668, 'intersection_density_km': 14.642435129644234, 'edge_density_km': 8624.332111156478, 'street_density_km': 4479.359397327612, 'circuity_avg': 1.0506733204822272, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0506733204822272\n", - "4965\n", - "31910056.472285226\n", - "{'n': 274, 'm': 770, 'k_avg': 5.62043795620438, 'intersection_count': 243, 'streets_per_node_avg': 3.0985401459854014, 'streets_per_node_counts': {0: 0, 1: 31, 2: 2, 3: 151, 4: 89, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11313868613138686, 2: 0.0072992700729927005, 3: 0.551094890510949, 4: 0.3248175182481752, 5: 0.0036496350364963502}, 'edge_length_total': 125134.73499999987, 'edge_length_avg': 162.51264285714268, 'street_length_total': 64639.89500000001, 'street_length_avg': 158.43111519607845, 'street_segments_count': 408, 'node_density_km': 8.586634756913597, 'intersection_density_km': 7.615154182226292, 'edge_density_km': 3921.4827184239825, 'street_density_km': 2025.6903981395822, 'circuity_avg': 1.0402799959033129, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0402799959033129\n", - "4966\n", - "2991696.5880153878\n", - "error with entry 4966\n", - "4967\n", - "1997485.5175040532\n", - "{'n': 12, 'm': 22, 'k_avg': 3.6666666666666665, 'intersection_count': 7, 'streets_per_node_avg': 2.25, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 6, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4166666666666667, 2: 0.0, 3: 0.5, 4: 0.08333333333333333}, 'edge_length_total': 5904.428000000001, 'edge_length_avg': 268.3830909090909, 'street_length_total': 2952.214, 'street_length_avg': 268.3830909090909, 'street_segments_count': 11, 'node_density_km': 6.0075529433597765, 'intersection_density_km': 3.504405883626536, 'edge_density_km': 2955.9303175213236, 'street_density_km': 1477.9651587606616, 'circuity_avg': 1.0571597288935803, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571597288935803\n", - "4968\n", - "6990446.86996149\n", - "{'n': 215, 'm': 567, 'k_avg': 5.274418604651163, 'intersection_count': 181, 'streets_per_node_avg': 2.832558139534884, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 151, 4: 28, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15813953488372093, 2: 0.0, 3: 0.7023255813953488, 4: 0.13023255813953488, 5: 0.009302325581395349}, 'edge_length_total': 63998.62399999999, 'edge_length_avg': 112.87235273368604, 'street_length_total': 33100.979, 'street_length_avg': 112.58836394557822, 'street_segments_count': 294, 'node_density_km': 30.756259792756914, 'intersection_density_km': 25.89247917436745, 'edge_density_km': 9155.154912199849, 'street_density_km': 4735.17353264461, 'circuity_avg': 1.0474696776157162, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0474696776157162\n", - "4969\n", - "997210.5215539291\n", - "error with entry 4969\n", - "4970\n", - "997226.5120933957\n", - "error with entry 4970\n", - "4971\n", - "14955280.542470466\n", - "{'n': 254, 'm': 656, 'k_avg': 5.165354330708661, 'intersection_count': 226, 'streets_per_node_avg': 2.968503937007874, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 180, 4: 44, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11023622047244094, 2: 0.0, 3: 0.7086614173228346, 4: 0.1732283464566929, 5: 0.007874015748031496}, 'edge_length_total': 124238.74300000009, 'edge_length_avg': 189.38832774390258, 'street_length_total': 69192.98300000005, 'street_length_avg': 192.2027305555557, 'street_segments_count': 360, 'node_density_km': 16.983967587815084, 'intersection_density_km': 15.111719192307909, 'edge_density_km': 8307.349544342085, 'street_density_km': 4626.658978646618, 'circuity_avg': 1.053348741966024, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053348741966024\n", - "4972\n", - "12963087.965328274\n", - "{'n': 131, 'm': 370, 'k_avg': 5.648854961832061, 'intersection_count': 112, 'streets_per_node_avg': 2.9236641221374047, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 84, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1450381679389313, 2: 0.0, 3: 0.6412213740458015, 4: 0.21374045801526717}, 'edge_length_total': 91511.81399999998, 'edge_length_avg': 247.32922702702697, 'street_length_total': 45755.907000000014, 'street_length_avg': 247.3292270270271, 'street_segments_count': 185, 'node_density_km': 10.105616836850848, 'intersection_density_km': 8.639916684941182, 'edge_density_km': 7059.414720069946, 'street_density_km': 3529.7073600349745, 'circuity_avg': 1.0307543598750268, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0307543598750268\n", - "4973\n", - "1997347.6770842709\n", - "{'n': 20, 'm': 45, 'k_avg': 4.5, 'intersection_count': 18, 'streets_per_node_avg': 2.85, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 17, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1, 2: 0.0, 3: 0.85, 4: 0.05}, 'edge_length_total': 9602.360999999999, 'edge_length_avg': 213.3858, 'street_length_total': 4851.288, 'street_length_avg': 202.13699999999997, 'street_segments_count': 24, 'node_density_km': 10.013279224974998, 'intersection_density_km': 9.011951302477499, 'edge_density_km': 4807.5560956005065, 'street_density_km': 2428.865067238525, 'circuity_avg': 1.087121394391842, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.087121394391842\n", - "4974\n", - "2994221.112740425\n", - "{'n': 16, 'm': 40, 'k_avg': 5.0, 'intersection_count': 14, 'streets_per_node_avg': 2.8125, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 13, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.8125, 4: 0.0625}, 'edge_length_total': 4771.05, 'edge_length_avg': 119.27625, 'street_length_total': 2385.525, 'street_length_avg': 119.27625, 'street_segments_count': 20, 'node_density_km': 5.343626738826977, 'intersection_density_km': 4.675673396473605, 'edge_density_km': 1593.4193970175281, 'street_density_km': 796.7096985087641, 'circuity_avg': 1.0950124245430735, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0950124245430735\n", - "4975\n", - "3988474.704901363\n", - "{'n': 9, 'm': 20, 'k_avg': 4.444444444444445, 'intersection_count': 7, 'streets_per_node_avg': 2.7777777777777777, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.5555555555555556, 4: 0.2222222222222222}, 'edge_length_total': 10160.88, 'edge_length_avg': 508.044, 'street_length_total': 5080.4400000000005, 'street_length_avg': 508.04400000000004, 'street_segments_count': 10, 'node_density_km': 2.256501712030433, 'intersection_density_km': 1.7550568871347811, 'edge_density_km': 2547.5603461928645, 'street_density_km': 1273.7801730964325, 'circuity_avg': 1.059662507703549, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059662507703549\n", - "4976\n", - "231728191.3173763\n", - "error with entry 4976\n", - "4977\n", - "45868593.20484176\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 921, 'm': 2432, 'k_avg': 5.281216069489685, 'intersection_count': 827, 'streets_per_node_avg': 2.997828447339848, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 644, 4: 180, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10206297502714441, 2: 0.0, 3: 0.6992399565689468, 4: 0.19543973941368079, 5: 0.003257328990228013}, 'edge_length_total': 468937.3200000006, 'edge_length_avg': 192.81962171052655, 'street_length_total': 252566.3859999998, 'street_length_avg': 186.94773205033295, 'street_segments_count': 1351, 'node_density_km': 20.07909847783999, 'intersection_density_km': 18.029765951328635, 'edge_density_km': 10223.494710330484, 'street_density_km': 5506.303297161936, 'circuity_avg': 1.0879719300022797, 'self_loop_proportion': 0.0008223684210526315, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0879719300022797\n", - "4978\n", - "2996299.720755719\n", - "error with entry 4978\n", - "4979\n", - "5982808.076682116\n", - "{'n': 140, 'm': 356, 'k_avg': 5.085714285714285, 'intersection_count': 106, 'streets_per_node_avg': 2.6285714285714286, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 90, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24285714285714285, 2: 0.0, 3: 0.6428571428571429, 4: 0.11428571428571428}, 'edge_length_total': 47900.385000000024, 'edge_length_avg': 134.55164325842702, 'street_length_total': 23983.023999999998, 'street_length_avg': 133.23902222222222, 'street_segments_count': 180, 'node_density_km': 23.400382931494562, 'intersection_density_km': 17.71743279098874, 'edge_density_km': 8006.3382254715625, 'street_density_km': 4008.656753251603, 'circuity_avg': 1.0310666205675842, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0310666205675842\n", - "4980\n", - "10974279.875772042\n", - "{'n': 7, 'm': 18, 'k_avg': 5.142857142857143, 'intersection_count': 7, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 16110.143999999998, 'edge_length_avg': 895.0079999999999, 'street_length_total': 8055.072000000001, 'street_length_avg': 895.0080000000002, 'street_segments_count': 9, 'node_density_km': 0.637855064682096, 'intersection_density_km': 0.637855064682096, 'edge_density_km': 1467.990991879697, 'street_density_km': 733.9954959398486, 'circuity_avg': 1.1074281906380745, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1074281906380745\n", - "4981\n", - "40911594.49014796\n", - "{'n': 43, 'm': 91, 'k_avg': 4.232558139534884, 'intersection_count': 41, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 37, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.046511627906976744, 2: 0.0, 3: 0.8604651162790697, 4: 0.09302325581395349}, 'edge_length_total': 76245.94299999998, 'edge_length_avg': 837.8675054945053, 'street_length_total': 38667.47, 'street_length_avg': 758.1856862745099, 'street_segments_count': 51, 'node_density_km': 1.0510467884686077, 'intersection_density_km': 1.0021608913305329, 'edge_density_km': 1863.6756633467558, 'street_density_km': 945.1469805047961, 'circuity_avg': 1.1495544741577581, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1495544741577581\n", - "4982\n", - "997186.0685301112\n", - "error with entry 4982\n", - "4983\n", - "2992924.5779609685\n", - "error with entry 4983\n", - "4984\n", - "2994732.9478109526\n", - "error with entry 4984\n", - "4985\n", - "998540.7475770452\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 7, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 3378.1799999999994, 'edge_length_avg': 281.51499999999993, 'street_length_total': 1689.0899999999997, 'street_length_avg': 281.51499999999993, 'street_segments_count': 6, 'node_density_km': 7.010229694667413, 'intersection_density_km': 7.010229694667413, 'edge_density_km': 3383.1168214187937, 'street_density_km': 1691.5584107093969, 'circuity_avg': 1.0939256091744838, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0939256091744838\n", - "4986\n", - "5991011.542601352\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 5, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 5712.546, 'edge_length_avg': 714.06825, 'street_length_total': 2856.273000000001, 'street_length_avg': 714.0682500000003, 'street_segments_count': 4, 'node_density_km': 0.8345836031938196, 'intersection_density_km': 0.8345836031938196, 'edge_density_km': 953.5194448180885, 'street_density_km': 476.75972240904434, 'circuity_avg': 1.2510272911614504, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2510272911614504\n", - "4987\n", - "2993069.424996713\n", - "error with entry 4987\n", - "4988\n", - "998646.116486983\n", - "{'n': 8, 'm': 16, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.875}, 'edge_length_total': 2448.428, 'edge_length_avg': 153.02675, 'street_length_total': 1224.2140000000002, 'street_length_avg': 153.02675000000002, 'street_segments_count': 8, 'node_density_km': 8.01084575198894, 'intersection_density_km': 7.009490032990323, 'edge_density_km': 2451.747380356347, 'street_density_km': 1225.8736901781738, 'circuity_avg': 1.0504227124017218, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0504227124017218\n", - "4989\n", - "997295.7204052465\n", - "error with entry 4989\n", - "4990\n", - "3988577.6019480005\n", - "{'n': 37, 'm': 114, 'k_avg': 6.162162162162162, 'intersection_count': 36, 'streets_per_node_avg': 3.4324324324324325, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 18, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.02702702702702703, 2: 0.0, 3: 0.4864864864864865, 4: 0.4864864864864865}, 'edge_length_total': 19611.409999999996, 'edge_length_avg': 172.02991228070172, 'street_length_total': 9805.704999999996, 'street_length_avg': 172.0299122807017, 'street_segments_count': 57, 'node_density_km': 9.276489940155455, 'intersection_density_km': 9.02577399582693, 'edge_density_km': 4916.893177763894, 'street_density_km': 2458.4465888819464, 'circuity_avg': 1.0578815484399275, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0578815484399275\n", - "4991\n", - "997738.0929697595\n", - "error with entry 4991\n", - "4992\n", - "997295.4406888536\n", - "{'n': 6, 'm': 12, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 2517.392, 'edge_length_avg': 209.78266666666664, 'street_length_total': 1258.696, 'street_length_avg': 209.78266666666664, 'street_segments_count': 6, 'node_density_km': 6.0162713627324615, 'intersection_density_km': 6.0162713627324615, 'edge_density_km': 2524.2188997286326, 'street_density_km': 1262.1094498643163, 'circuity_avg': 1.0849649091322695, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0849649091322695\n", - "4993\n", - "5982347.550336802\n", - "{'n': 122, 'm': 378, 'k_avg': 6.19672131147541, 'intersection_count': 98, 'streets_per_node_avg': 3.2295081967213113, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 22, 4: 76}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19672131147540983, 2: 0.0, 3: 0.18032786885245902, 4: 0.6229508196721312}, 'edge_length_total': 77635.83799999997, 'edge_length_avg': 205.38581481481475, 'street_length_total': 38817.918999999994, 'street_length_avg': 205.38581481481478, 'street_segments_count': 189, 'node_density_km': 20.39333204456359, 'intersection_density_km': 16.381529019403537, 'edge_density_km': 12977.487072884811, 'street_density_km': 6488.743536442407, 'circuity_avg': 1.006311912133655, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.006311912133655\n", - "4994\n", - "9982684.365459694\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 5, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.7142857142857143}, 'edge_length_total': 15897.84, 'edge_length_avg': 1324.82, 'street_length_total': 7948.920000000002, 'street_length_avg': 1324.8200000000004, 'street_segments_count': 6, 'node_density_km': 0.7012141968767592, 'intersection_density_km': 0.5008672834833995, 'edge_density_km': 1592.5415868107455, 'street_density_km': 796.270793405373, 'circuity_avg': 1.1631396123497633, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1631396123497633\n", - "4995\n", - "3993521.63789381\n", - "{'n': 14, 'm': 28, 'k_avg': 4.0, 'intersection_count': 12, 'streets_per_node_avg': 2.7857142857142856, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 11, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7857142857142857, 4: 0.07142857142857142}, 'edge_length_total': 12411.181999999999, 'edge_length_avg': 443.25649999999996, 'street_length_total': 6205.591000000001, 'street_length_avg': 443.2565000000001, 'street_segments_count': 14, 'node_density_km': 3.5056777624932622, 'intersection_density_km': 3.0048666535656534, 'edge_density_km': 3107.8289102611893, 'street_density_km': 1553.9144551305951, 'circuity_avg': 1.1243745595883703, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1243745595883703\n", - "4996\n", - "6986700.550298244\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 20960.472, 'edge_length_avg': 1497.1765714285716, 'street_length_total': 10480.236, 'street_length_avg': 1497.1765714285716, 'street_segments_count': 7, 'node_density_km': 1.0019035379584416, 'intersection_density_km': 1.0019035379584416, 'edge_density_km': 3000.0530077255503, 'street_density_km': 1500.0265038627751, 'circuity_avg': 1.201888851649488, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.201888851649488\n", - "4997\n", - "1994302.3061988244\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 1608.8539999999998, 'edge_length_avg': 804.4269999999999, 'street_length_total': 804.4269999999999, 'street_length_avg': 804.4269999999999, 'street_segments_count': 1, 'node_density_km': 1.0028569860163454, 'intersection_density_km': 0.5014284930081727, 'edge_density_km': 806.7252366901706, 'street_density_km': 403.3626183450853, 'circuity_avg': 1.2090804278111635, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2090804278111635\n", - "4998\n", - "21940663.444560833\n", - "{'n': 16, 'm': 34, 'k_avg': 4.25, 'intersection_count': 14, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.875}, 'edge_length_total': 19190.393, 'edge_length_avg': 564.4233235294117, 'street_length_total': 9638.891, 'street_length_avg': 507.3100526315789, 'street_segments_count': 19, 'node_density_km': 0.729239571101778, 'intersection_density_km': 0.6380846247140557, 'edge_density_km': 874.6496225371601, 'street_density_km': 439.3162961710492, 'circuity_avg': 1.0699686005959295, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0699686005959295\n", - "4999\n", - "2993036.255102163\n", - "{'n': 15, 'm': 36, 'k_avg': 4.8, 'intersection_count': 13, 'streets_per_node_avg': 2.7333333333333334, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13333333333333333, 2: 0.0, 3: 0.8666666666666667}, 'edge_length_total': 7471.162000000001, 'edge_length_avg': 207.5322777777778, 'street_length_total': 3735.581, 'street_length_avg': 207.53227777777778, 'street_segments_count': 18, 'node_density_km': 5.011633245146907, 'intersection_density_km': 4.343415479127319, 'edge_density_km': 2496.1815906052175, 'street_density_km': 1248.0907953026087, 'circuity_avg': 1.170882279763733, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.170882279763733\n", - "5000\n", - "10982746.587009015\n", - "{'n': 120, 'm': 352, 'k_avg': 5.866666666666666, 'intersection_count': 110, 'streets_per_node_avg': 3.1166666666666667, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 76, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08333333333333333, 2: 0.0, 3: 0.6333333333333333, 4: 0.2833333333333333}, 'edge_length_total': 83042.83199999998, 'edge_length_avg': 235.9171363636363, 'street_length_total': 41521.41599999998, 'street_length_avg': 235.91713636363627, 'street_segments_count': 176, 'node_density_km': 10.926228612243724, 'intersection_density_km': 10.015709561223414, 'edge_density_km': 7561.208058667904, 'street_density_km': 3780.6040293339515, 'circuity_avg': 1.0402569258971641, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0402569258971641\n", - "5001\n", - "1996686.6419204304\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 3, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 2616.1280000000006, 'edge_length_avg': 327.0160000000001, 'street_length_total': 1308.064, 'street_length_avg': 327.016, 'street_segments_count': 4, 'node_density_km': 2.5041485704491704, 'intersection_density_km': 1.5024891422695021, 'edge_density_km': 1310.2346382624098, 'street_density_km': 655.1173191312048, 'circuity_avg': 1.040408349298172, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040408349298172\n", - "5002\n", - "4985654.414950252\n", - "error with entry 5002\n", - "5003\n", - "5982655.04291856\n", - "{'n': 216, 'm': 546, 'k_avg': 5.055555555555555, 'intersection_count': 143, 'streets_per_node_avg': 2.5694444444444446, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 90, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33796296296296297, 2: 0.0, 3: 0.4166666666666667, 4: 0.24537037037037038}, 'edge_length_total': 92913.29400000011, 'edge_length_avg': 170.17086813186833, 'street_length_total': 46456.64699999997, 'street_length_avg': 170.17086813186802, 'street_segments_count': 273, 'node_density_km': 36.10437146224417, 'intersection_density_km': 23.902431106948686, 'edge_density_km': 15530.444816466232, 'street_density_km': 7765.222408233101, 'circuity_avg': 1.0344382825110163, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0344382825110163\n", - "5004\n", - "29913737.513213784\n", - "{'n': 626, 'm': 1599, 'k_avg': 5.108626198083067, 'intersection_count': 483, 'streets_per_node_avg': 2.643769968051118, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 421, 4: 61, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22843450479233227, 2: 0.0, 3: 0.6725239616613419, 4: 0.09744408945686901, 5: 0.001597444089456869}, 'edge_length_total': 264386.42299999984, 'edge_length_avg': 165.34485490931823, 'street_length_total': 132857.91600000003, 'street_length_avg': 164.63186617100376, 'street_segments_count': 807, 'node_density_km': 20.926840042086926, 'intersection_density_km': 16.146427700204452, 'edge_density_km': 8838.294542205318, 'street_density_km': 4441.367981560738, 'circuity_avg': 1.070668175797058, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.070668175797058\n", - "5005\n", - "12962588.932540348\n", - "{'n': 298, 'm': 727, 'k_avg': 4.879194630872483, 'intersection_count': 201, 'streets_per_node_avg': 2.5939597315436242, 'streets_per_node_counts': {0: 0, 1: 97, 2: 0, 3: 128, 4: 73}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32550335570469796, 2: 0.0, 3: 0.42953020134228187, 4: 0.24496644295302014}, 'edge_length_total': 124917.5089999999, 'edge_length_avg': 171.8260096286106, 'street_length_total': 63267.562999999995, 'street_length_avg': 168.26479521276593, 'street_segments_count': 376, 'node_density_km': 22.989234754789017, 'intersection_density_km': 15.50616169702212, 'edge_density_km': 9636.771608672709, 'street_density_km': 4880.781403256387, 'circuity_avg': 1.0202725845313867, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0202725845313867\n", - "5006\n", - "4989540.9631793285\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 19, 'm': 40, 'k_avg': 4.2105263157894735, 'intersection_count': 12, 'streets_per_node_avg': 2.263157894736842, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3684210526315789, 2: 0.0, 3: 0.631578947368421}, 'edge_length_total': 4653.073999999999, 'edge_length_avg': 116.32684999999996, 'street_length_total': 2326.5369999999994, 'street_length_avg': 116.32684999999996, 'street_segments_count': 20, 'node_density_km': 3.8079655303387323, 'intersection_density_km': 2.405030861266568, 'edge_density_km': 932.5655474797559, 'street_density_km': 466.28277373987794, 'circuity_avg': 1.0579088575313698, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0579088575313698\n", - "5007\n", - "1996673.0008310732\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 4, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 2206.234, 'edge_length_avg': 367.7056666666667, 'street_length_total': 1103.117, 'street_length_avg': 367.7056666666667, 'street_segments_count': 3, 'node_density_km': 2.0033325428525774, 'intersection_density_km': 2.0033325428525774, 'edge_density_km': 1104.9550923369532, 'street_density_km': 552.4775461684766, 'circuity_avg': 1.036620373894956, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.036620373894956\n", - "5008\n", - "6985527.314624489\n", - "error with entry 5008\n", - "5009\n", - "4993923.228590319\n", - "{'n': 210, 'm': 540, 'k_avg': 5.142857142857143, 'intersection_count': 168, 'streets_per_node_avg': 2.7095238095238097, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 145, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.6904761904761905, 4: 0.10952380952380952}, 'edge_length_total': 50893.919, 'edge_length_avg': 94.24799814814816, 'street_length_total': 25803.726999999995, 'street_length_avg': 93.4917644927536, 'street_segments_count': 276, 'node_density_km': 42.051106992944035, 'intersection_density_km': 33.640885594355225, 'edge_density_km': 10191.169681710606, 'street_density_km': 5167.025166160564, 'circuity_avg': 1.0682038795164688, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0682038795164688\n", - "5010\n", - "5988454.778605812\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 3796.1760000000004, 'edge_length_avg': 1898.0880000000002, 'street_length_total': 1898.088, 'street_length_avg': 1898.088, 'street_segments_count': 1, 'node_density_km': 0.33397597108775784, 'intersection_density_km': 0.16698798554387892, 'edge_density_km': 633.9157830100202, 'street_density_km': 316.95789150501, 'circuity_avg': 1.2271831305314427, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2271831305314427\n", - "5011\n", - "7984203.317958791\n", - "{'n': 9, 'm': 20, 'k_avg': 4.444444444444445, 'intersection_count': 9, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 16475.113999999998, 'edge_length_avg': 823.7556999999999, 'street_length_total': 8237.556999999997, 'street_length_avg': 823.7556999999997, 'street_segments_count': 10, 'node_density_km': 1.1272258034507197, 'intersection_density_km': 1.1272258034507197, 'edge_density_km': 2063.4637350658, 'street_density_km': 1031.7318675328997, 'circuity_avg': 1.1631454279099258, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1631454279099258\n", - "5012\n", - "3993770.5948298974\n", - "{'n': 42, 'm': 112, 'k_avg': 5.333333333333333, 'intersection_count': 35, 'streets_per_node_avg': 2.8095238095238093, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 29, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.6904761904761905, 4: 0.14285714285714285}, 'edge_length_total': 21909.630000000005, 'edge_length_avg': 195.62169642857148, 'street_length_total': 10954.815000000002, 'street_length_avg': 195.62169642857148, 'street_segments_count': 56, 'node_density_km': 10.516377694395054, 'intersection_density_km': 8.763648078662545, 'edge_density_km': 5485.951052963066, 'street_density_km': 2742.975526481533, 'circuity_avg': 1.0563945416123337, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0563945416123337\n", - "5013\n", - "997689.0413921939\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1510.674, 'edge_length_avg': 755.337, 'street_length_total': 755.337, 'street_length_avg': 755.337, 'street_segments_count': 1, 'node_density_km': 2.004632623015647, 'intersection_density_km': 2.004632623015647, 'edge_density_km': 1514.1731915707699, 'street_density_km': 757.0865957853849, 'circuity_avg': 1.003767129588093, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.003767129588093\n", - "5014\n", - "1994296.4733583005\n", - "{'n': 6, 'm': 12, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1181.688, 'edge_length_avg': 98.474, 'street_length_total': 590.844, 'street_length_avg': 98.474, 'street_segments_count': 6, 'node_density_km': 3.008579757400004, 'intersection_density_km': 3.008579757400004, 'edge_density_km': 592.533766060416, 'street_density_km': 296.266883030208, 'circuity_avg': 1.0894467781916883, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0894467781916883\n", - "5015\n", - "4994057.002912157\n", - "error with entry 5015\n", - "5016\n", - "997109.7883883502\n", - "error with entry 5016\n", - "5017\n", - "3992204.8079849966\n", - "{'n': 8, 'm': 16, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.875}, 'edge_length_total': 9227.98, 'edge_length_avg': 576.74875, 'street_length_total': 4613.990000000001, 'street_length_avg': 576.7487500000001, 'street_segments_count': 8, 'node_density_km': 2.003905206466067, 'intersection_density_km': 1.7534170556578086, 'edge_density_km': 2311.499645895592, 'street_density_km': 1155.7498229477962, 'circuity_avg': 1.8023520564210798, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.8023520564210798\n", - "5018\n", - "997158.1899746924\n", - "error with entry 5018\n", - "5019\n", - "997153.0864975993\n", - "error with entry 5019\n", - "5020\n", - "997130.6760252882\n", - "error with entry 5020\n", - "5021\n", - "38912177.07787873\n", - "{'n': 723, 'm': 2090, 'k_avg': 5.781466113416321, 'intersection_count': 612, 'streets_per_node_avg': 2.955739972337483, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 422, 4: 190}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15352697095435686, 2: 0.0, 3: 0.5836791147994468, 4: 0.2627939142461964}, 'edge_length_total': 358696.7779999997, 'edge_length_avg': 171.6252526315788, 'street_length_total': 179348.3890000004, 'street_length_avg': 171.62525263157934, 'street_segments_count': 1045, 'node_density_km': 18.580301959281016, 'intersection_density_km': 15.727724480055299, 'edge_density_km': 9218.11126841104, 'street_density_km': 4609.055634205534, 'circuity_avg': 1.0396385650766113, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0396385650766113\n", - "5022\n", - "997099.9326293148\n", - "error with entry 5022\n", - "5023\n", - "1995563.4063668456\n", - "{'n': 8, 'm': 16, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 3110.204, 'edge_length_avg': 194.38775, 'street_length_total': 1555.1019999999996, 'street_length_avg': 194.38774999999995, 'street_segments_count': 8, 'node_density_km': 4.008892914389991, 'intersection_density_km': 3.006669685792493, 'edge_density_km': 1558.5593472384257, 'street_density_km': 779.2796736192126, 'circuity_avg': 1.0300312151810984, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0300312151810984\n", - "5024\n", - "2994324.7163909446\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 20, 'm': 44, 'k_avg': 4.4, 'intersection_count': 17, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 16, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15, 2: 0.0, 3: 0.8, 4: 0.05}, 'edge_length_total': 12546.440000000002, 'edge_length_avg': 285.1463636363637, 'street_length_total': 6273.22, 'street_length_avg': 285.1463636363637, 'street_segments_count': 22, 'node_density_km': 6.679302311643065, 'intersection_density_km': 5.677406964896605, 'edge_density_km': 4190.0732847445515, 'street_density_km': 2095.0366423722753, 'circuity_avg': 1.0644335928593753, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0644335928593753\n", - "5025\n", - "1997543.8528621204\n", - "error with entry 5025\n", - "5026\n", - "14963322.48683655\n", - "{'n': 56, 'm': 140, 'k_avg': 5.0, 'intersection_count': 49, 'streets_per_node_avg': 3.0535714285714284, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 32, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.5714285714285714, 4: 0.30357142857142855}, 'edge_length_total': 36381.305, 'edge_length_avg': 259.8664642857143, 'street_length_total': 18369.469000000005, 'street_length_avg': 244.9262533333334, 'street_segments_count': 75, 'node_density_km': 3.7424843345629957, 'intersection_density_km': 3.2746737927426213, 'edge_density_km': 2431.3654291689, 'street_density_km': 1227.6330351203678, 'circuity_avg': 1.1168994879064185, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1168994879064185\n", - "5027\n", - "1995650.9029617445\n", - "error with entry 5027\n", - "5028\n", - "2993433.782114129\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 3, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 4600.235999999999, 'edge_length_avg': 766.7059999999998, 'street_length_total': 2300.1179999999995, 'street_length_avg': 766.7059999999998, 'street_segments_count': 3, 'node_density_km': 1.3362580538444309, 'intersection_density_km': 1.002193540383323, 'edge_density_km': 1536.7756011462718, 'street_density_km': 768.3878005731359, 'circuity_avg': 1.1120733585524392, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1120733585524392\n", - "5029\n", - "1995622.963644601\n", - "error with entry 5029\n", - "5030\n", - "1995770.0205220433\n", - "error with entry 5030\n", - "5031\n", - "997782.8968845133\n", - "error with entry 5031\n", - "5032\n", - "1995506.3962425261\n", - "error with entry 5032\n", - "5033\n", - "15960808.253537219\n", - "{'n': 22, 'm': 50, 'k_avg': 4.545454545454546, 'intersection_count': 16, 'streets_per_node_avg': 2.4545454545454546, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0, 3: 0.7272727272727273}, 'edge_length_total': 8576.03, 'edge_length_avg': 171.5206, 'street_length_total': 4288.015, 'street_length_avg': 171.5206, 'street_segments_count': 25, 'node_density_km': 1.3783763109317713, 'intersection_density_km': 1.00245549885947, 'edge_density_km': 537.3180269927363, 'street_density_km': 268.6590134963682, 'circuity_avg': 1.0745055470647888, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0745055470647888\n", - "5034\n", - "7978533.417911041\n", - "{'n': 32, 'm': 74, 'k_avg': 4.625, 'intersection_count': 23, 'streets_per_node_avg': 2.53125, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 20, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28125, 2: 0.0, 3: 0.625, 4: 0.09375}, 'edge_length_total': 12650.2, 'edge_length_avg': 170.94864864864866, 'street_length_total': 6325.0999999999985, 'street_length_avg': 170.9486486486486, 'street_segments_count': 37, 'node_density_km': 4.01076216941864, 'intersection_density_km': 2.8827353092696475, 'edge_density_km': 1585.529487361865, 'street_density_km': 792.7647436809323, 'circuity_avg': 1.0872880132821763, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0872880132821763\n", - "5035\n", - "14957856.427072179\n", - "{'n': 158, 'm': 366, 'k_avg': 4.632911392405063, 'intersection_count': 110, 'streets_per_node_avg': 2.4746835443037973, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 97, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3037974683544304, 2: 0.0, 3: 0.6139240506329114, 4: 0.08227848101265822}, 'edge_length_total': 67279.79800000004, 'edge_length_avg': 183.82458469945365, 'street_length_total': 33639.899000000005, 'street_length_avg': 183.82458469945357, 'street_segments_count': 183, 'node_density_km': 10.563010867923314, 'intersection_density_km': 7.353994908047876, 'edge_density_km': 4497.957199149909, 'street_density_km': 2248.9785995749535, 'circuity_avg': 1.0410876002111373, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0410876002111373\n", - "5036\n", - "4985590.592019715\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 3, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 1036.682, 'edge_length_avg': 103.6682, 'street_length_total': 518.341, 'street_length_avg': 103.6682, 'street_segments_count': 5, 'node_density_km': 1.2034682530097878, 'intersection_density_km': 0.6017341265048939, 'edge_density_km': 207.93564591111547, 'street_density_km': 103.96782295555774, 'circuity_avg': 1.0154221055948909, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0154221055948909\n", - "5037\n", - "997895.5413679226\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 1482.376, 'edge_length_avg': 741.188, 'street_length_total': 741.188, 'street_length_avg': 741.188, 'street_segments_count': 1, 'node_density_km': 2.0042177934359593, 'intersection_density_km': 1.0021088967179796, 'edge_density_km': 1485.502177881212, 'street_density_km': 742.751088940606, 'circuity_avg': 1.9316983088291748, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.9316983088291748\n", - "5038\n", - "997325.213421323\n", - "{'n': 6, 'm': 12, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 2733.2799999999997, 'edge_length_avg': 227.7733333333333, 'street_length_total': 1366.64, 'street_length_avg': 227.77333333333334, 'street_segments_count': 6, 'node_density_km': 6.016091761499749, 'intersection_density_km': 6.016091761499749, 'edge_density_km': 2740.6105483120054, 'street_density_km': 1370.305274156003, 'circuity_avg': 1.0948405018247502, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0948405018247502\n", - "5039\n", - "997798.1092304544\n", - "error with entry 5039\n", - "5040\n", - "7978525.5767204845\n", - "{'n': 7, 'm': 16, 'k_avg': 4.571428571428571, 'intersection_count': 6, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 4, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.5714285714285714, 4: 0.2857142857142857}, 'edge_length_total': 10538.558, 'edge_length_avg': 658.659875, 'street_length_total': 5269.2789999999995, 'street_length_avg': 658.6598749999999, 'street_segments_count': 8, 'node_density_km': 0.8773550868125812, 'intersection_density_km': 0.7520186458393553, 'edge_density_km': 1320.8653527099175, 'street_density_km': 660.4326763549586, 'circuity_avg': 1.0827934085827433, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0827934085827433\n", - "5041\n", - "3991196.594041221\n", - "error with entry 5041\n", - "5042\n", - "28922511.200651374\n", - "{'n': 127, 'm': 265, 'k_avg': 4.173228346456693, 'intersection_count': 93, 'streets_per_node_avg': 2.4960629921259843, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 89, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2677165354330709, 2: 0.0, 3: 0.7007874015748031, 4: 0.031496062992125984}, 'edge_length_total': 78409.28800000002, 'edge_length_avg': 295.88410566037743, 'street_length_total': 39570.78099999999, 'street_length_avg': 278.66747183098585, 'street_segments_count': 142, 'node_density_km': 4.391043333648697, 'intersection_density_km': 3.2154884254277865, 'edge_density_km': 2711.012451720794, 'street_density_km': 1368.1654654907281, 'circuity_avg': 1.0508752597368651, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0508752597368651\n", - "5043\n", - "5984840.425249726\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 28, 'm': 64, 'k_avg': 4.571428571428571, 'intersection_count': 21, 'streets_per_node_avg': 2.5357142857142856, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 20, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.7142857142857143, 4: 0.03571428571428571}, 'edge_length_total': 21367.66800000001, 'edge_length_avg': 333.86981250000014, 'street_length_total': 10683.834, 'street_length_avg': 333.8698125, 'street_segments_count': 32, 'node_density_km': 4.678487313023331, 'intersection_density_km': 3.5088654847674987, 'edge_density_km': 3570.2987016748093, 'street_density_km': 1785.1493508374042, 'circuity_avg': 1.1076610246721112, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1076610246721112\n", - "5044\n", - "11976903.22432559\n", - "{'n': 10, 'm': 16, 'k_avg': 3.2, 'intersection_count': 9, 'streets_per_node_avg': 2.9, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 8, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1, 2: 0.0, 3: 0.8, 4: 0.1}, 'edge_length_total': 13118.017, 'edge_length_avg': 819.8760625, 'street_length_total': 6723.302, 'street_length_avg': 672.3302, 'street_segments_count': 10, 'node_density_km': 0.834940369200745, 'intersection_density_km': 0.7514463322806705, 'edge_density_km': 1095.276195716165, 'street_density_km': 561.3556254128107, 'circuity_avg': 1.1659698069262114, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1659698069262114\n", - "5045\n", - "1996173.536277675\n", - "error with entry 5045\n", - "5046\n", - "12974323.276227102\n", - "{'n': 12, 'm': 26, 'k_avg': 4.333333333333333, 'intersection_count': 12, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 24898.210000000006, 'edge_length_avg': 957.6234615384618, 'street_length_total': 12449.105000000001, 'street_length_avg': 957.6234615384617, 'street_segments_count': 13, 'node_density_km': 0.9249037305851352, 'intersection_density_km': 0.9249037305851352, 'edge_density_km': 1919.037276157677, 'street_density_km': 959.5186380788384, 'circuity_avg': 1.1462009350747333, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1462009350747333\n", - "5047\n", - "12964324.180539576\n", - "{'n': 15, 'm': 28, 'k_avg': 3.7333333333333334, 'intersection_count': 8, 'streets_per_node_avg': 2.066666666666667, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4666666666666667, 2: 0.0, 3: 0.5333333333333333}, 'edge_length_total': 12320.346000000003, 'edge_length_avg': 440.01235714285724, 'street_length_total': 6160.173000000001, 'street_length_avg': 440.0123571428572, 'street_segments_count': 14, 'node_density_km': 1.1570213603973376, 'intersection_density_km': 0.6170780588785801, 'edge_density_km': 950.3268992990601, 'street_density_km': 475.16344964953, 'circuity_avg': 1.169700694764965, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.169700694764965\n", - "5048\n", - "5982384.630720498\n", - "{'n': 18, 'm': 36, 'k_avg': 4.0, 'intersection_count': 11, 'streets_per_node_avg': 2.2222222222222223, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3888888888888889, 2: 0.0, 3: 0.6111111111111112}, 'edge_length_total': 7149.772000000002, 'edge_length_avg': 198.60477777777783, 'street_length_total': 3574.886, 'street_length_avg': 198.60477777777777, 'street_segments_count': 18, 'node_density_km': 3.008833619217182, 'intersection_density_km': 1.8387316561882778, 'edge_density_km': 1195.137464629871, 'street_density_km': 597.5687323149352, 'circuity_avg': 1.060641372708215, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060641372708215\n", - "5049\n", - "15957952.357140193\n", - "{'n': 242, 'm': 565, 'k_avg': 4.669421487603306, 'intersection_count': 179, 'streets_per_node_avg': 2.541322314049587, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 164, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2603305785123967, 2: 0.0, 3: 0.6776859504132231, 4: 0.06198347107438017}, 'edge_length_total': 102040.68800000004, 'edge_length_avg': 180.60298761061955, 'street_length_total': 51246.79399999998, 'street_length_avg': 176.71308275862063, 'street_segments_count': 290, 'node_density_km': 15.164852894909165, 'intersection_density_km': 11.216977967722068, 'edge_density_km': 6394.347201716213, 'street_density_km': 3211.364017957493, 'circuity_avg': 1.0492527398783205, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0492527398783205\n", - "5050\n", - "4985113.33341699\n", - "{'n': 2, 'm': 4, 'k_avg': 4.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 184.696, 'edge_length_avg': 46.174, 'street_length_total': 92.348, 'street_length_avg': 46.174, 'street_segments_count': 2, 'node_density_km': 0.4011944897206825, 'intersection_density_km': 0.4011944897206825, 'edge_density_km': 37.04950873672559, 'street_density_km': 18.524754368362796, 'circuity_avg': 0.9999937974141777, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 0.9999937974141777\n", - "5051\n", - "1994101.9801951942\n", - "{'n': 29, 'm': 66, 'k_avg': 4.551724137931035, 'intersection_count': 23, 'streets_per_node_avg': 2.586206896551724, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20689655172413793, 2: 0.0, 3: 0.7931034482758621}, 'edge_length_total': 11063.526, 'edge_length_avg': 167.62918181818182, 'street_length_total': 5531.762999999999, 'street_length_avg': 167.6291818181818, 'street_segments_count': 33, 'node_density_km': 14.542887118120866, 'intersection_density_km': 11.534013921268272, 'edge_density_km': 5548.12447401363, 'street_density_km': 2774.0622370068145, 'circuity_avg': 1.167211985612758, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.167211985612758\n", - "5052\n", - "1995738.8129785007\n", - "error with entry 5052\n", - "5053\n", - "997925.1050899656\n", - "error with entry 5053\n", - "5054\n", - "3989135.482007658\n", - "{'n': 63, 'm': 158, 'k_avg': 5.015873015873016, 'intersection_count': 51, 'streets_per_node_avg': 2.7777777777777777, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 41, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19047619047619047, 2: 0.0, 3: 0.6507936507936508, 4: 0.15873015873015872}, 'edge_length_total': 27459.723999999995, 'edge_length_avg': 173.7957215189873, 'street_length_total': 13812.373000000003, 'street_length_avg': 170.52312345679016, 'street_segments_count': 81, 'node_density_km': 15.792895549462076, 'intersection_density_km': 12.784724968612156, 'edge_density_km': 6883.627824588204, 'street_density_km': 3462.497842527146, 'circuity_avg': 1.0513742611975185, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0513742611975185\n", - "5055\n", - "5982410.145054567\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 4, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 8179.064, 'edge_length_avg': 1363.1773333333333, 'street_length_total': 4089.532000000001, 'street_length_avg': 1363.1773333333338, 'street_segments_count': 3, 'node_density_km': 0.6686268415258438, 'intersection_density_km': 0.6686268415258438, 'edge_density_km': 1367.1854322394336, 'street_density_km': 683.592716119717, 'circuity_avg': 1.12081703917514, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.12081703917514\n", - "5056\n", - "4984935.223735757\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 516.4079999999999, 'edge_length_avg': 129.10199999999998, 'street_length_total': 258.204, 'street_length_avg': 129.102, 'street_segments_count': 2, 'node_density_km': 0.6018132363516997, 'intersection_density_km': 0.4012088242344664, 'edge_density_km': 103.59372325263615, 'street_density_km': 51.79686162631809, 'circuity_avg': 1.0971712467386445, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0971712467386445\n", - "5057\n", - "8976177.749821\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 22, 'm': 50, 'k_avg': 4.545454545454546, 'intersection_count': 18, 'streets_per_node_avg': 2.727272727272727, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 16, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.7272727272727273, 4: 0.09090909090909091}, 'edge_length_total': 18706.45200000001, 'edge_length_avg': 374.12904000000015, 'street_length_total': 9353.226, 'street_length_avg': 374.12904000000003, 'street_segments_count': 25, 'node_density_km': 2.450931856874015, 'intersection_density_km': 2.005307882896921, 'edge_density_km': 2084.010869812939, 'street_density_km': 1042.005434906469, 'circuity_avg': 1.039809808483754, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039809808483754\n", - "5058\n", - "5986271.476678822\n", - "{'n': 17, 'm': 34, 'k_avg': 4.0, 'intersection_count': 10, 'streets_per_node_avg': 2.235294117647059, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 9, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4117647058823529, 2: 0.0, 3: 0.5294117647058824, 4: 0.058823529411764705}, 'edge_length_total': 7858.809999999998, 'edge_length_avg': 231.14147058823522, 'street_length_total': 3929.405, 'street_length_avg': 231.1414705882353, 'street_segments_count': 17, 'node_density_km': 2.839831114614198, 'intersection_density_km': 1.6704888909495281, 'edge_density_km': 1312.8054801083058, 'street_density_km': 656.4027400541531, 'circuity_avg': 1.156660151154034, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.156660151154034\n", - "5059\n", - "1994128.0459154737\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 0, 'streets_per_node_avg': 1.0, 'streets_per_node_counts': {0: 0, 1: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 1.0}, 'edge_length_total': 40.298, 'edge_length_avg': 20.149, 'street_length_total': 20.149, 'street_length_avg': 20.149, 'street_segments_count': 1, 'node_density_km': 1.0029446223859866, 'intersection_density_km': 0.0, 'edge_density_km': 20.208331196455244, 'street_density_km': 10.104165598227622, 'circuity_avg': 1.0092594576793492, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0092594576793492\n", - "5060\n", - "32902745.85669117\n", - "error with entry 5060\n", - "5061\n", - "12962613.20473197\n", - "{'n': 39, 'm': 86, 'k_avg': 4.410256410256411, 'intersection_count': 26, 'streets_per_node_avg': 2.358974358974359, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 25, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6410256410256411, 4: 0.02564102564102564}, 'edge_length_total': 19384.642, 'edge_length_avg': 225.40281395348836, 'street_length_total': 9692.320999999998, 'street_length_avg': 225.40281395348833, 'street_segments_count': 43, 'node_density_km': 3.0086526060781593, 'intersection_density_km': 2.005768404052106, 'edge_density_km': 1495.4270172100548, 'street_density_km': 747.7135086050273, 'circuity_avg': 1.0695594827727086, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0695594827727086\n", - "5062\n", - "5988184.495639184\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 1185.264, 'edge_length_avg': 592.632, 'street_length_total': 592.632, 'street_length_avg': 592.632, 'street_segments_count': 1, 'node_density_km': 0.3339910454423162, 'intersection_density_km': 0.1669955227211581, 'edge_density_km': 197.93378124257075, 'street_density_km': 98.96689062128537, 'circuity_avg': 1.1251332521636874, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1251332521636874\n", - "5063\n", - "1994125.8263499627\n", - "error with entry 5063\n", - "5064\n", - "1996709.515465906\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1096.696, 'edge_length_avg': 548.348, 'street_length_total': 548.348, 'street_length_avg': 548.348, 'street_segments_count': 1, 'node_density_km': 1.0016479535498815, 'intersection_density_km': 1.0016479535498815, 'edge_density_km': 549.2516520331703, 'street_density_km': 274.62582601658517, 'circuity_avg': 1.1442247097176814, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1442247097176814\n", - "5065\n", - "5982735.921091599\n", - "error with entry 5065\n", - "5066\n", - "5988531.540159922\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 389.32199999999995, 'edge_length_avg': 97.33049999999999, 'street_length_total': 194.661, 'street_length_avg': 97.3305, 'street_segments_count': 2, 'node_density_km': 0.5009575352290598, 'intersection_density_km': 0.33397169015270656, 'edge_density_km': 65.011263176816, 'street_density_km': 32.505631588408, 'circuity_avg': 1.0172504935922042, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0172504935922042\n", - "5067\n", - "997577.4027541277\n", - "error with entry 5067\n", - "5068\n", - "997230.0734375131\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 442.27, 'edge_length_avg': 221.135, 'street_length_total': 221.13500000000002, 'street_length_avg': 221.13500000000002, 'street_segments_count': 1, 'node_density_km': 2.0055552407338433, 'intersection_density_km': 2.0055552407338433, 'edge_density_km': 443.4984581596784, 'street_density_km': 221.74922907983924, 'circuity_avg': 1.0519147387953924, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0519147387953924\n", - "5069\n", - "2994686.4144607605\n", - "error with entry 5069\n", - "5070\n", - "11965291.534161843\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 4028.360000000001, 'edge_length_avg': 1007.0900000000003, 'street_length_total': 2014.1800000000003, 'street_length_avg': 1007.0900000000001, 'street_segments_count': 2, 'node_density_km': 0.2507251905592743, 'intersection_density_km': 0.1671501270395162, 'edge_density_km': 336.6704428804528, 'street_density_km': 168.3352214402264, 'circuity_avg': 1.1177218943087577, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1177218943087577\n", - "5071\n", - "997255.16306473\n", - "error with entry 5071\n", - "5072\n", - "998339.6485472829\n", - "error with entry 5072\n", - "5073\n", - "4991720.063688533\n", - "error with entry 5073\n", - "5074\n", - "997102.2750536574\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 3, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 1648.824, 'edge_length_avg': 274.80400000000003, 'street_length_total': 824.412, 'street_length_avg': 274.80400000000003, 'street_segments_count': 3, 'node_density_km': 4.011624584634256, 'intersection_density_km': 3.008718438475692, 'edge_density_km': 1653.6157235337482, 'street_density_km': 826.8078617668741, 'circuity_avg': 1.0807385402603271, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0807385402603271\n", - "5075\n", - "10964030.451980658\n", - "error with entry 5075\n", - "5076\n", - "1994130.9994941046\n", - "{'n': 9, 'm': 16, 'k_avg': 3.5555555555555554, 'intersection_count': 5, 'streets_per_node_avg': 2.111111111111111, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4444444444444444, 2: 0.0, 3: 0.5555555555555556}, 'edge_length_total': 5378.724, 'edge_length_avg': 336.17025, 'street_length_total': 2689.3620000000005, 'street_length_avg': 336.17025000000007, 'street_segments_count': 8, 'node_density_km': 4.513244116000017, 'intersection_density_km': 2.507357842222232, 'edge_density_km': 2697.277160509786, 'street_density_km': 1348.6385802548932, 'circuity_avg': 1.0843059269422264, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0843059269422264\n", - "5077\n", - "997499.094252764\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 5077\n", - "5078\n", - "1994938.0537072418\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 3320.678000000001, 'edge_length_avg': 1660.3390000000004, 'street_length_total': 1660.339, 'street_length_avg': 1660.339, 'street_segments_count': 1, 'node_density_km': 1.0025373952255567, 'intersection_density_km': 1.0025373952255567, 'edge_density_km': 1664.551936251406, 'street_density_km': 832.2759681257028, 'circuity_avg': 2.1360604485216164, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 2.1360604485216164\n", - "5079\n", - "997694.6555078117\n", - "error with entry 5079\n", - "5080\n", - "997482.49015023\n", - "error with entry 5080\n", - "5081\n", - "1995077.225202573\n", - "{'n': 12, 'm': 30, 'k_avg': 5.0, 'intersection_count': 10, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 9, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.75, 4: 0.08333333333333333}, 'edge_length_total': 2463.63, 'edge_length_avg': 82.12100000000001, 'street_length_total': 1231.8149999999998, 'street_length_avg': 82.121, 'street_segments_count': 15, 'node_density_km': 6.01480476465344, 'intersection_density_km': 5.0123373038778665, 'edge_density_km': 1234.854455195263, 'street_density_km': 617.4272275976314, 'circuity_avg': 1.0452458732119416, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0452458732119416\n", - "5082\n", - "1994020.5488966615\n", - "{'n': 11, 'm': 24, 'k_avg': 4.363636363636363, 'intersection_count': 8, 'streets_per_node_avg': 2.4545454545454546, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0, 3: 0.7272727272727273}, 'edge_length_total': 6246.731999999998, 'edge_length_avg': 260.2804999999999, 'street_length_total': 3123.3660000000004, 'street_length_avg': 260.2805, 'street_segments_count': 12, 'node_density_km': 5.5164927994782, 'intersection_density_km': 4.011994763256872, 'edge_density_km': 3132.73200893364, 'street_density_km': 1566.3660044668206, 'circuity_avg': 1.1426577488994292, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1426577488994292\n", - "5083\n", - "997051.2556401899\n", - "error with entry 5083\n", - "5084\n", - "997050.8637621952\n", - "error with entry 5084\n", - "5085\n", - "1994701.417503865\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1593.408, 'edge_length_avg': 796.704, 'street_length_total': 796.7039999999997, 'street_length_avg': 796.7039999999997, 'street_segments_count': 1, 'node_density_km': 1.0026563286362757, 'intersection_density_km': 1.0026563286362757, 'edge_density_km': 798.8203076498353, 'street_density_km': 399.41015382491753, 'circuity_avg': 1.2138195638903178, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2138195638903178\n", - "5086\n", - "997050.547933952\n", - "error with entry 5086\n", - "5087\n", - "7987222.411494102\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 3, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 8036.750000000002, 'edge_length_avg': 1004.5937500000002, 'street_length_total': 4018.3750000000005, 'street_length_avg': 1004.5937500000001, 'street_segments_count': 4, 'node_density_km': 0.6259998460547053, 'intersection_density_km': 0.3755999076328232, 'edge_density_km': 1006.2008525560308, 'street_density_km': 503.10042627801533, 'circuity_avg': 1.166110509535525, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.166110509535525\n", - "5088\n", - "5982621.163970053\n", - "{'n': 15, 'm': 28, 'k_avg': 3.7333333333333334, 'intersection_count': 11, 'streets_per_node_avg': 2.466666666666667, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26666666666666666, 2: 0.0, 3: 0.7333333333333333}, 'edge_length_total': 12815.494, 'edge_length_avg': 457.6962142857143, 'street_length_total': 6407.747000000001, 'street_length_avg': 457.69621428571435, 'street_segments_count': 14, 'node_density_km': 2.5072622164907457, 'intersection_density_km': 1.83865895875988, 'edge_density_km': 2142.1202594575902, 'street_density_km': 1071.0601297287951, 'circuity_avg': 1.123868343244556, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.123868343244556\n", - "5089\n", - "4984788.378513477\n", - "{'n': 6, 'm': 14, 'k_avg': 4.666666666666667, 'intersection_count': 5, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.8333333333333334}, 'edge_length_total': 1500.9360000000001, 'edge_length_avg': 107.2097142857143, 'street_length_total': 750.468, 'street_length_avg': 107.20971428571428, 'street_segments_count': 7, 'node_density_km': 1.2036619299351825, 'intersection_density_km': 1.0030516082793186, 'edge_density_km': 301.1032537448655, 'street_density_km': 150.55162687243273, 'circuity_avg': 1.0712936760165506, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0712936760165506\n", - "5090\n", - "9969347.788561879\n", - "{'n': 58, 'm': 117, 'k_avg': 4.0344827586206895, 'intersection_count': 40, 'streets_per_node_avg': 2.396551724137931, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 39, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3103448275862069, 2: 0.0, 3: 0.6724137931034483, 4: 0.017241379310344827}, 'edge_length_total': 36879.62300000002, 'edge_length_avg': 315.21045299145317, 'street_length_total': 18841.799, 'street_length_avg': 294.403109375, 'street_segments_count': 64, 'node_density_km': 5.81783294455281, 'intersection_density_km': 4.012298582450214, 'edge_density_km': 3699.3014771049598, 'street_density_km': 1889.9730854627965, 'circuity_avg': 1.228161460456054, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.228161460456054\n", - "5091\n", - "5982332.032625793\n", - "{'n': 96, 'm': 244, 'k_avg': 5.083333333333333, 'intersection_count': 76, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 68, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20833333333333334, 2: 0.0, 3: 0.7083333333333334, 4: 0.08333333333333333}, 'edge_length_total': 58677.089999999975, 'edge_length_avg': 240.47987704918023, 'street_length_total': 29338.545000000016, 'street_length_avg': 240.47987704918046, 'street_segments_count': 122, 'node_density_km': 16.047253725879077, 'intersection_density_km': 12.704075866320936, 'edge_density_km': 9808.397407565017, 'street_density_km': 4904.198703782513, 'circuity_avg': 1.104545241491975, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.104545241491975\n", - "5092\n", - "13959949.732727801\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 3, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 10011.31, 'edge_length_avg': 1251.41375, 'street_length_total': 5005.655000000001, 'street_length_avg': 1251.4137500000002, 'street_segments_count': 4, 'node_density_km': 0.3581674788038789, 'intersection_density_km': 0.21490048728232736, 'edge_density_km': 717.1451324448121, 'street_density_km': 358.5725662224061, 'circuity_avg': 1.2938957408239078, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2938957408239078\n", - "5093\n", - "6979479.1410394125\n", - "{'n': 179, 'm': 426, 'k_avg': 4.759776536312849, 'intersection_count': 123, 'streets_per_node_avg': 2.441340782122905, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 111, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3128491620111732, 2: 0.0, 3: 0.6201117318435754, 4: 0.0670391061452514}, 'edge_length_total': 61157.148000000016, 'edge_length_avg': 143.5613802816902, 'street_length_total': 30578.573999999997, 'street_length_avg': 143.56138028169013, 'street_segments_count': 213, 'node_density_km': 25.646612932400366, 'intersection_density_km': 17.623091568073995, 'edge_density_km': 8762.422920701249, 'street_density_km': 4381.211460350623, 'circuity_avg': 1.074861984978121, 'self_loop_proportion': 0.009389671361502348, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.074861984978121\n", - "5094\n", - "7982834.203707608\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 5094\n", - "5095\n", - "997295.0386758557\n", - "error with entry 5095\n", - "5096\n", - "1993978.4165419736\n", - "{'n': 13, 'm': 28, 'k_avg': 4.3076923076923075, 'intersection_count': 10, 'streets_per_node_avg': 2.5384615384615383, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.7692307692307693}, 'edge_length_total': 8979.039999999999, 'edge_length_avg': 320.67999999999995, 'street_length_total': 4489.52, 'street_length_avg': 320.68, 'street_segments_count': 14, 'node_density_km': 6.519629245809516, 'intersection_density_km': 5.015099419853474, 'edge_density_km': 4503.077829484113, 'street_density_km': 2251.538914742057, 'circuity_avg': 1.135414655796284, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.135414655796284\n", - "5097\n", - "997217.793336256\n", - "error with entry 5097\n", - "5098\n", - "3992992.543110052\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 5, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.8333333333333334}, 'edge_length_total': 7606.9, 'edge_length_avg': 760.6899999999999, 'street_length_total': 3803.45, 'street_length_avg': 760.6899999999999, 'street_segments_count': 5, 'node_density_km': 1.502632407955046, 'intersection_density_km': 1.2521936732958716, 'edge_density_km': 1905.062410678873, 'street_density_km': 952.5312053394365, 'circuity_avg': 1.163041071712173, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.163041071712173\n", - "5099\n", - "6978819.260307428\n", - "{'n': 15, 'm': 30, 'k_avg': 4.0, 'intersection_count': 12, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.8}, 'edge_length_total': 19271.487999999998, 'edge_length_avg': 642.3829333333332, 'street_length_total': 9635.743999999999, 'street_length_avg': 642.3829333333332, 'street_segments_count': 15, 'node_density_km': 2.149360721420836, 'intersection_density_km': 1.7194885771366688, 'edge_density_km': 2761.425290035532, 'street_density_km': 1380.712645017766, 'circuity_avg': 1.116175117065457, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.116175117065457\n", - "5100\n", - "2993676.4459271333\n", - "error with entry 5100\n", - "5101\n", - "5985389.707308193\n", - "error with entry 5101\n", - "5102\n", - "4985799.00338093\n", - "error with entry 5102\n", - "5103\n", - "4985642.901554983\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 3333.858, 'edge_length_avg': 833.4645, 'street_length_total': 1666.9289999999999, 'street_length_avg': 833.4644999999999, 'street_segments_count': 2, 'node_density_km': 0.6017278130899274, 'intersection_density_km': 0.4011518753932849, 'edge_density_km': 668.6916944974531, 'street_density_km': 334.3458472487265, 'circuity_avg': 1.2025207897946482, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2025207897946482\n", - "5104\n", - "997195.0861054608\n", - "error with entry 5104\n", - "5105\n", - "997456.013598786\n", - "error with entry 5105\n", - "5106\n", - "1997038.4986385729\n", - "error with entry 5106\n", - "5107\n", - "1995463.1376484297\n", - "{'n': 5, 'm': 10, 'k_avg': 4.0, 'intersection_count': 5, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 2614.3700000000003, 'edge_length_avg': 261.437, 'street_length_total': 1307.185, 'street_length_avg': 261.437, 'street_segments_count': 5, 'node_density_km': 2.5056839716379287, 'intersection_density_km': 2.5056839716379287, 'edge_density_km': 1310.1570009862105, 'street_density_km': 655.0785004931051, 'circuity_avg': 1.1183545593593403, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1183545593593403\n", - "5108\n", - "1993933.3173480656\n", - "error with entry 5108\n", - "5109\n", - "997200.0333122073\n", - "error with entry 5109\n", - "5110\n", - "1995208.8106987793\n", - "error with entry 5110\n", - "5111\n", - "1997066.4076277646\n", - "error with entry 5111\n", - "5112\n", - "1993866.1246953974\n", - "error with entry 5112\n", - "5113\n", - "2990902.350089694\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.5, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 1, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.5, 4: 0.5}, 'edge_length_total': 2772.058, 'edge_length_avg': 1386.029, 'street_length_total': 1386.029, 'street_length_avg': 1386.029, 'street_segments_count': 1, 'node_density_km': 0.6686945162017818, 'intersection_density_km': 0.6686945162017818, 'edge_density_km': 926.8299915966394, 'street_density_km': 463.4149957983197, 'circuity_avg': 1.1266676293384796, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1266676293384796\n", - "5114\n", - "1994434.0758921397\n", - "error with entry 5114\n", - "5115\n", - "996931.0159135086\n", - "error with entry 5115\n", - "5116\n", - "2990832.0817816653\n", - "{'n': 8, 'm': 16, 'k_avg': 4.0, 'intersection_count': 8, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 7054.822, 'edge_length_avg': 440.926375, 'street_length_total': 3527.4109999999996, 'street_length_avg': 440.92637499999995, 'street_segments_count': 8, 'node_density_km': 2.67484090756253, 'intersection_density_km': 2.67484090756253, 'edge_density_km': 2358.815810146513, 'street_density_km': 1179.4079050732562, 'circuity_avg': 1.0516648933446304, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0516648933446304\n", - "5117\n", - "19939778.546084862\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 1, 'streets_per_node_avg': 1.6666666666666667, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.6666666666666666, 2: 0.0, 3: 0.3333333333333333}, 'edge_length_total': 3115.2999999999997, 'edge_length_avg': 778.8249999999999, 'street_length_total': 1557.6499999999996, 'street_length_avg': 778.8249999999998, 'street_segments_count': 2, 'node_density_km': 0.15045302499555815, 'intersection_density_km': 0.050151008331852716, 'edge_density_km': 156.23543625622077, 'street_density_km': 78.11771812811037, 'circuity_avg': 1.1297431075950288, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1297431075950288\n", - "5118\n", - "3993801.254382383\n", - "error with entry 5118\n", - "5119\n", - "1993842.4803014896\n", - "error with entry 5119\n", - "5120\n", - "996929.8674332665\n", - "{'n': 10, 'm': 20, 'k_avg': 4.0, 'intersection_count': 8, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.8}, 'edge_length_total': 3286.436, 'edge_length_avg': 164.3218, 'street_length_total': 1643.218, 'street_length_avg': 164.3218, 'street_segments_count': 10, 'node_density_km': 10.0307958730802, 'intersection_density_km': 8.02463669846416, 'edge_density_km': 3296.55686659422, 'street_density_km': 1648.27843329711, 'circuity_avg': 1.1546486379183838, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1546486379183838\n", - "5121\n", - "998434.7095618737\n", - "error with entry 5121\n", - "5122\n", - "1994856.075167127\n", - "error with entry 5122\n", - "5123\n", - "997652.8784479344\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1741.41, 'edge_length_avg': 870.705, 'street_length_total': 870.705, 'street_length_avg': 870.705, 'street_segments_count': 1, 'node_density_km': 2.0047052869846214, 'intersection_density_km': 2.0047052869846214, 'edge_density_km': 1745.506916903945, 'street_density_km': 872.7534584519725, 'circuity_avg': 1.245490466488186, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.245490466488186\n", - "5124\n", - "2995163.990203921\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 5124\n", - "5125\n", - "1993818.382455628\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 991.3399999999999, 'edge_length_avg': 247.83499999999998, 'street_length_total': 495.66999999999996, 'street_length_avg': 247.83499999999998, 'street_segments_count': 2, 'node_density_km': 1.504650587234098, 'intersection_density_km': 1.0031003914893988, 'edge_density_km': 497.2067710495502, 'street_density_km': 248.6033855247751, 'circuity_avg': 1.0500704664604095, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0500704664604095\n", - "5126\n", - "996935.2925450823\n", - "{'n': 10, 'm': 18, 'k_avg': 3.6, 'intersection_count': 7, 'streets_per_node_avg': 2.4, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3, 2: 0.0, 3: 0.7}, 'edge_length_total': 3076.202, 'edge_length_avg': 170.90011111111113, 'street_length_total': 1538.101, 'street_length_avg': 170.90011111111113, 'street_segments_count': 9, 'node_density_km': 10.030741287602465, 'intersection_density_km': 7.021518901321726, 'edge_density_km': 3085.6586410405284, 'street_density_km': 1542.8293205202642, 'circuity_avg': 1.014753483299137, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.014753483299137\n", - "5127\n", - "2991521.2071443647\n", - "error with entry 5127\n", - "5128\n", - "1996055.4704550628\n", - "error with entry 5128\n", - "5129\n", - "2991491.2874084287\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1740.6859999999997, 'edge_length_avg': 870.3429999999998, 'street_length_total': 870.343, 'street_length_avg': 870.343, 'street_segments_count': 1, 'node_density_km': 0.6685628697694214, 'intersection_density_km': 0.6685628697694214, 'edge_density_km': 581.8790137637275, 'street_density_km': 290.93950688186374, 'circuity_avg': 1.0853182961877854, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0853182961877854\n", - "5130\n", - "1995639.8334490564\n", - "error with entry 5130\n", - "5131\n", - "1993826.6516684173\n", - "error with entry 5131\n", - "5132\n", - "3992091.541851646\n", - "error with entry 5132\n", - "5133\n", - "3987626.672040043\n", - "{'n': 20, 'm': 44, 'k_avg': 4.4, 'intersection_count': 15, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 11043.828000000007, 'edge_length_avg': 250.99609090909107, 'street_length_total': 5521.914000000001, 'street_length_avg': 250.99609090909095, 'street_segments_count': 22, 'node_density_km': 5.015514651919041, 'intersection_density_km': 3.7616359889392808, 'edge_density_km': 2769.5240573636897, 'street_density_km': 1384.7620286818442, 'circuity_avg': 1.0773637969179668, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0773637969179668\n", - "5134\n", - "3992135.275822073\n", - "{'n': 11, 'm': 26, 'k_avg': 4.7272727272727275, 'intersection_count': 10, 'streets_per_node_avg': 2.8181818181818183, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09090909090909091, 2: 0.0, 3: 0.9090909090909091}, 'edge_length_total': 11331.341999999999, 'edge_length_avg': 435.8208461538461, 'street_length_total': 5665.671, 'street_length_avg': 435.82084615384616, 'street_segments_count': 13, 'node_density_km': 2.755417649952968, 'intersection_density_km': 2.5049251363208795, 'edge_density_km': 2838.416340404851, 'street_density_km': 1419.2081702024257, 'circuity_avg': 1.4942299604240579, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4942299604240579\n", - "5135\n", - "10966606.810382634\n", - "{'n': 60, 'm': 134, 'k_avg': 4.466666666666667, 'intersection_count': 53, 'streets_per_node_avg': 2.8833333333333333, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 46, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11666666666666667, 2: 0.0, 3: 0.7666666666666667, 4: 0.11666666666666667}, 'edge_length_total': 36405.79399999999, 'edge_length_avg': 271.68502985074616, 'street_length_total': 18999.908999999996, 'street_length_avg': 246.75206493506488, 'street_segments_count': 77, 'node_density_km': 5.471154481730393, 'intersection_density_km': 4.832853125528514, 'edge_density_km': 3319.6953834008896, 'street_density_km': 1732.5239546303267, 'circuity_avg': 1.072716466069097, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072716466069097\n", - "5136\n", - "5981709.568620509\n", - "error with entry 5136\n", - "5137\n", - "4985151.656103957\n", - "error with entry 5137\n", - "5138\n", - "5981412.9293335825\n", - "{'n': 17, 'm': 34, 'k_avg': 4.0, 'intersection_count': 12, 'streets_per_node_avg': 2.4705882352941178, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 11, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29411764705882354, 2: 0.0, 3: 0.6470588235294118, 4: 0.058823529411764705}, 'edge_length_total': 18348.838, 'edge_length_avg': 539.671705882353, 'street_length_total': 9174.419000000002, 'street_length_avg': 539.6717058823531, 'street_segments_count': 17, 'node_density_km': 2.842137836133987, 'intersection_density_km': 2.0062149431534024, 'edge_density_km': 3067.642748758416, 'street_density_km': 1533.8213743792082, 'circuity_avg': 1.175864488659118, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.175864488659118\n", - "5139\n", - "5982434.032867319\n", - "error with entry 5139\n", - "5140\n", - "996934.4291235548\n", - "error with entry 5140\n", - "5141\n", - "2990877.9072569534\n", - "error with entry 5141\n", - "5142\n", - "15950340.365523702\n", - "{'n': 16, 'm': 32, 'k_avg': 4.0, 'intersection_count': 12, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 28496.03599999999, 'edge_length_avg': 890.5011249999997, 'street_length_total': 14248.017999999996, 'street_length_avg': 890.5011249999998, 'street_segments_count': 16, 'node_density_km': 1.003113390268689, 'intersection_density_km': 0.7523350427015167, 'edge_density_km': 1786.5472050736626, 'street_density_km': 893.2736025368314, 'circuity_avg': 1.2547905470740717, 'self_loop_proportion': 0.0625, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2547905470740717\n", - "5143\n", - "6977896.7890761215\n", - "{'n': 207, 'm': 540, 'k_avg': 5.217391304347826, 'intersection_count': 174, 'streets_per_node_avg': 2.8743961352657004, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 134, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15942028985507245, 2: 0.0, 3: 0.6473429951690821, 4: 0.1932367149758454}, 'edge_length_total': 80910.49499999994, 'edge_length_avg': 149.83424999999988, 'street_length_total': 42206.984999999986, 'street_length_avg': 145.54132758620685, 'street_segments_count': 290, 'node_density_km': 29.665099134750452, 'intersection_density_km': 24.935880432109077, 'edge_density_km': 11595.255339211251, 'street_density_km': 6048.668571033453, 'circuity_avg': 1.1039773535705781, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1039773535705781\n", - "5144\n", - "151533508.33694944\n", - "{'n': 2319, 'm': 6404, 'k_avg': 5.523070288917637, 'intersection_count': 2001, 'streets_per_node_avg': 2.918068132815869, 'streets_per_node_counts': {0: 0, 1: 318, 2: 2, 3: 1554, 4: 442, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1371280724450194, 2: 0.0008624407072013799, 3: 0.6701164294954722, 4: 0.19059939629150496, 5: 0.00129366106080207}, 'edge_length_total': 1055153.4470000023, 'edge_length_avg': 164.7647481261715, 'street_length_total': 536889.3139999999, 'street_length_avg': 163.03957303370782, 'street_segments_count': 3293, 'node_density_km': 15.303545898531425, 'intersection_density_km': 13.205000147891928, 'edge_density_km': 6963.169127278215, 'street_density_km': 3543.040215278158, 'circuity_avg': 1.0612324070453623, 'self_loop_proportion': 0.0003123048094940662, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0612324070453623\n", - "5145\n", - "6983620.632952149\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 13, 'm': 23, 'k_avg': 3.5384615384615383, 'intersection_count': 9, 'streets_per_node_avg': 2.4615384615384617, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 8, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3076923076923077, 2: 0.0, 3: 0.6153846153846154, 4: 0.07692307692307693}, 'edge_length_total': 8819.144, 'edge_length_avg': 383.4410434782609, 'street_length_total': 4450.87, 'street_length_avg': 317.9192857142857, 'street_segments_count': 14, 'node_density_km': 1.861498595536479, 'intersection_density_km': 1.2887297969098699, 'edge_density_km': 1262.8326284487664, 'street_density_km': 637.3298656858036, 'circuity_avg': 1.2548928608456433, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2548928608456433\n", - "5146\n", - "998301.681340635\n", - "error with entry 5146\n", - "5147\n", - "4984973.353385507\n", - "error with entry 5147\n", - "5148\n", - "998161.2680436721\n", - "error with entry 5148\n", - "5149\n", - "1996256.6128735421\n", - "error with entry 5149\n", - "5150\n", - "998104.264370892\n", - "error with entry 5150\n", - "5151\n", - "3987363.371600866\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 5, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.8333333333333334}, 'edge_length_total': 6013.3240000000005, 'edge_length_avg': 601.3324, 'street_length_total': 3006.6619999999994, 'street_length_avg': 601.3323999999999, 'street_segments_count': 5, 'node_density_km': 1.5047537535038076, 'intersection_density_km': 1.2539614612531729, 'edge_density_km': 1508.095310005755, 'street_density_km': 754.0476550028773, 'circuity_avg': 1.2529775596405104, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2529775596405104\n", - "5152\n", - "2990782.281690128\n", - "error with entry 5152\n", - "5153\n", - "2993852.2591643934\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 1378.7600000000002, 'edge_length_avg': 344.69000000000005, 'street_length_total': 689.38, 'street_length_avg': 344.69, 'street_segments_count': 2, 'node_density_km': 1.0020534549815503, 'intersection_density_km': 0.6680356366543668, 'edge_density_km': 460.53040719678745, 'street_density_km': 230.2652035983937, 'circuity_avg': 1.030384887994164, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030384887994164\n", - "5154\n", - "1994149.8311042795\n", - "error with entry 5154\n", - "5155\n", - "3990117.5005622883\n", - "error with entry 5155\n", - "5156\n", - "6978464.058684407\n", - "error with entry 5156\n", - "5157\n", - "1993857.0234933845\n", - "{'n': 10, 'm': 18, 'k_avg': 3.6, 'intersection_count': 6, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 3856.9739999999997, 'edge_length_avg': 214.27633333333333, 'street_length_total': 1928.487, 'street_length_avg': 214.27633333333335, 'street_segments_count': 9, 'node_density_km': 5.015404756796083, 'intersection_density_km': 3.00924285407765, 'edge_density_km': 1934.4285746438813, 'street_density_km': 967.2142873219408, 'circuity_avg': 1.1478161846866473, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1478161846866473\n", - "5158\n", - "1994008.335966303\n", - "error with entry 5158\n", - "5159\n", - "1995807.3090341\n", - "error with entry 5159\n", - "5160\n", - "1994380.8038956262\n", - "{'n': 11, 'm': 26, 'k_avg': 4.7272727272727275, 'intersection_count': 11, 'streets_per_node_avg': 3.090909090909091, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 10, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.9090909090909091, 4: 0.09090909090909091}, 'edge_length_total': 7571.269999999998, 'edge_length_avg': 291.20269230769225, 'street_length_total': 3785.6349999999998, 'street_length_avg': 291.2026923076923, 'street_segments_count': 13, 'node_density_km': 5.51549632773926, 'intersection_density_km': 5.51549632773926, 'edge_density_km': 3796.30108012022, 'street_density_km': 1898.1505400601104, 'circuity_avg': 1.0299061018288542, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0299061018288542\n", - "5161\n", - "1995363.8884927286\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 1707.308, 'edge_length_avg': 426.827, 'street_length_total': 853.654, 'street_length_avg': 426.827, 'street_segments_count': 2, 'node_density_km': 1.5034851624312797, 'intersection_density_km': 1.0023234416208533, 'edge_density_km': 855.6374152334079, 'street_density_km': 427.81870761670393, 'circuity_avg': 1.0816142346590611, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0816142346590611\n", - "5162\n", - "14966506.133857546\n", - "{'n': 23, 'm': 44, 'k_avg': 3.8260869565217392, 'intersection_count': 14, 'streets_per_node_avg': 2.260869565217391, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 13, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.391304347826087, 2: 0.0, 3: 0.5652173913043478, 4: 0.043478260869565216}, 'edge_length_total': 21448.483999999993, 'edge_length_avg': 487.4655454545453, 'street_length_total': 10724.242000000002, 'street_length_avg': 487.4655454545455, 'street_segments_count': 22, 'node_density_km': 1.536764812995928, 'intersection_density_km': 0.9354220600844778, 'edge_density_km': 1433.0989349263539, 'street_density_km': 716.5494674631774, 'circuity_avg': 1.1960031160445728, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1960031160445728\n", - "5163\n", - "997237.5628067781\n", - "error with entry 5163\n", - "5164\n", - "33894280.017130524\n", - "{'n': 541, 'm': 1349, 'k_avg': 4.987060998151571, 'intersection_count': 412, 'streets_per_node_avg': 2.608133086876155, 'streets_per_node_counts': {0: 0, 1: 129, 2: 2, 3: 363, 4: 46, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23844731977818853, 2: 0.0036968576709796672, 3: 0.6709796672828097, 4: 0.08502772643253234, 5: 0.0018484288354898336}, 'edge_length_total': 242173.28899999955, 'edge_length_avg': 179.52059970348373, 'street_length_total': 122087.00099999995, 'street_length_avg': 177.7103362445414, 'street_segments_count': 687, 'node_density_km': 15.96139524800565, 'intersection_density_km': 12.155443331198386, 'edge_density_km': 7144.960414488894, 'street_density_km': 3601.994228474418, 'circuity_avg': 1.1100750324860755, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1100750324860755\n", - "5165\n", - "1993811.9889314314\n", - "error with entry 5165\n", - "5166\n", - "1994533.846574401\n", - "error with entry 5166\n", - "5167\n", - "996892.807242965\n", - "error with entry 5167\n", - "5168\n", - "998622.7240424157\n", - "error with entry 5168\n", - "5169\n", - "1994383.0636053262\n", - "error with entry 5169\n", - "5170\n", - "996896.8824337483\n", - "error with entry 5170\n", - "5171\n", - "1996210.3533454654\n", - "error with entry 5171\n", - "5172\n", - "2992088.1008010088\n", - "error with entry 5172\n", - "5173\n", - "13958229.030361578\n", - "{'n': 36, 'm': 86, 'k_avg': 4.777777777777778, 'intersection_count': 28, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 21, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.5833333333333334, 4: 0.19444444444444445}, 'edge_length_total': 11119.331999999997, 'edge_length_avg': 129.29455813953484, 'street_length_total': 5559.666, 'street_length_avg': 129.2945581395349, 'street_segments_count': 43, 'node_density_km': 2.579123749989611, 'intersection_density_km': 2.0059851388808085, 'edge_density_km': 796.6148123672075, 'street_density_km': 398.30740618360386, 'circuity_avg': 1.117263591907868, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.117263591907868\n", - "5174\n", - "1994250.9311999918\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 5174\n", - "5175\n", - "5981376.927742782\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 5, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 3704.456, 'edge_length_avg': 463.057, 'street_length_total': 1852.228, 'street_length_avg': 463.057, 'street_segments_count': 4, 'node_density_km': 0.8359279243561852, 'intersection_density_km': 0.8359279243561852, 'edge_density_km': 619.3316429897633, 'street_density_km': 309.66582149488164, 'circuity_avg': 1.0864276395829, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0864276395829\n", - "5176\n", - "996953.6875086998\n", - "error with entry 5176\n", - "5177\n", - "997053.5157050159\n", - "error with entry 5177\n", - "5178\n", - "1995888.2155128461\n", - "error with entry 5178\n", - "5179\n", - "996867.6549101053\n", - "error with entry 5179\n", - "5180\n", - "1994238.5375392672\n", - "error with entry 5180\n", - "5181\n", - "996904.9755934427\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 6, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 854.73, 'edge_length_avg': 85.473, 'street_length_total': 427.365, 'street_length_avg': 85.473, 'street_segments_count': 5, 'node_density_km': 6.018627799934782, 'intersection_density_km': 6.018627799934782, 'edge_density_km': 857.3836232397094, 'street_density_km': 428.6918116198547, 'circuity_avg': 1.0050352534606217, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0050352534606217\n", - "5182\n", - "9972015.423674159\n", - "{'n': 97, 'm': 226, 'k_avg': 4.65979381443299, 'intersection_count': 65, 'streets_per_node_avg': 2.484536082474227, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 51, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32989690721649484, 2: 0.0, 3: 0.5257731958762887, 4: 0.14432989690721648}, 'edge_length_total': 20653.963999999985, 'edge_length_avg': 91.38922123893799, 'street_length_total': 10326.982, 'street_length_avg': 91.38922123893805, 'street_segments_count': 113, 'node_density_km': 9.727221216457028, 'intersection_density_km': 6.518241021337183, 'edge_density_km': 2071.1925445849433, 'street_density_km': 1035.5962722924723, 'circuity_avg': 1.0342594427192089, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0342594427192089\n", - "5183\n", - "1993782.6183388447\n", - "error with entry 5183\n", - "5184\n", - "996868.4756861707\n", - "{'n': 32, 'm': 77, 'k_avg': 4.8125, 'intersection_count': 31, 'streets_per_node_avg': 3.03125, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 28, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03125, 2: 0.0, 3: 0.875, 4: 0.09375}, 'edge_length_total': 9270.359999999995, 'edge_length_avg': 120.39428571428564, 'street_length_total': 5238.154999999999, 'street_length_avg': 124.71797619047616, 'street_segments_count': 42, 'node_density_km': 32.10052357004625, 'intersection_density_km': 31.097382208482305, 'edge_density_km': 9299.481552587931, 'street_density_km': 5254.609938782986, 'circuity_avg': 1.0359090029146718, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0359090029146718\n", - "5185\n", - "6977981.037918855\n", - "{'n': 43, 'm': 112, 'k_avg': 5.209302325581396, 'intersection_count': 39, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 31, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09302325581395349, 2: 0.0, 3: 0.7209302325581395, 4: 0.18604651162790697}, 'edge_length_total': 30757.408000000014, 'edge_length_avg': 274.6197142857144, 'street_length_total': 15378.704, 'street_length_avg': 274.6197142857143, 'street_segments_count': 56, 'node_density_km': 6.162240878319227, 'intersection_density_km': 5.589009168708136, 'edge_density_km': 4407.780392761463, 'street_density_km': 2203.8901963807307, 'circuity_avg': 1.0449080147039143, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0449080147039143\n", - "5186\n", - "2990582.8941642977\n", - "{'n': 13, 'm': 26, 'k_avg': 4.0, 'intersection_count': 10, 'streets_per_node_avg': 2.5384615384615383, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.7692307692307693}, 'edge_length_total': 13256.096000000001, 'edge_length_avg': 509.8498461538462, 'street_length_total': 6628.047999999999, 'street_length_avg': 509.84984615384604, 'street_segments_count': 13, 'node_density_km': 4.346978652679273, 'intersection_density_km': 3.3438297328302102, 'edge_density_km': 4432.612794605162, 'street_density_km': 2216.3063973025805, 'circuity_avg': 1.288790460918361, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.288790460918361\n", - "5187\n", - "1994486.938136151\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1278.276, 'edge_length_avg': 319.569, 'street_length_total': 639.1380000000001, 'street_length_avg': 319.5690000000001, 'street_segments_count': 2, 'node_density_km': 1.5041462255969957, 'intersection_density_km': 1.5041462255969957, 'edge_density_km': 640.9046735570751, 'street_density_km': 320.4523367785376, 'circuity_avg': 1.2871423138259657, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2871423138259657\n", - "5188\n", - "996860.352323727\n", - "error with entry 5188\n", - "5189\n", - "997043.9535930711\n", - "error with entry 5189\n", - "5190\n", - "996892.8792678195\n", - "{'n': 8, 'm': 16, 'k_avg': 4.0, 'intersection_count': 5, 'streets_per_node_avg': 2.375, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.375, 2: 0.0, 3: 0.5, 4: 0.125}, 'edge_length_total': 2931.454, 'edge_length_avg': 183.215875, 'street_length_total': 1465.727, 'street_length_avg': 183.215875, 'street_segments_count': 8, 'node_density_km': 8.024934440173453, 'intersection_density_km': 5.015584025108408, 'edge_density_km': 2940.5907705480286, 'street_density_km': 1470.2953852740143, 'circuity_avg': 1.1040557679230083, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1040557679230083\n", - "5191\n", - "1993719.9117131406\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 4, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 4781.75, 'edge_length_avg': 478.175, 'street_length_total': 2390.875, 'street_length_avg': 478.175, 'street_segments_count': 5, 'node_density_km': 3.0094498052358767, 'intersection_density_km': 2.006299870157251, 'edge_density_km': 2398.406101031109, 'street_density_km': 1199.2030505155544, 'circuity_avg': 1.0181711507454254, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0181711507454254\n", - "5192\n", - "10969064.231013484\n", - "{'n': 351, 'm': 918, 'k_avg': 5.230769230769231, 'intersection_count': 286, 'streets_per_node_avg': 2.780626780626781, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 233, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18518518518518517, 2: 0.0, 3: 0.6638176638176638, 4: 0.150997150997151}, 'edge_length_total': 111193.79700000027, 'edge_length_avg': 121.12614052287611, 'street_length_total': 55846.16200000004, 'street_length_avg': 119.07497228144997, 'street_segments_count': 469, 'node_density_km': 31.999083295327683, 'intersection_density_km': 26.07332712952626, 'edge_density_km': 10137.035818024973, 'street_density_km': 5091.242135505313, 'circuity_avg': 1.0548884662053066, 'self_loop_proportion': 0.004357298474945534, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548884662053066\n", - "5193\n", - "996893.5384915296\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 3, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 348.49399999999997, 'edge_length_avg': 58.08233333333333, 'street_length_total': 174.24699999999999, 'street_length_avg': 58.08233333333333, 'street_segments_count': 3, 'node_density_km': 4.01246456673065, 'intersection_density_km': 3.0093484250479876, 'edge_density_km': 349.57995667955777, 'street_density_km': 174.78997833977888, 'circuity_avg': 1.0031461091094116, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0031461091094116\n", - "5194\n", - "1994906.8888859611\n", - "error with entry 5194\n", - "5195\n", - "996855.0136448351\n", - "error with entry 5195\n", - "5196\n", - "996854.1223910833\n", - "error with entry 5196\n", - "5197\n", - "5980752.40642412\n", - "{'n': 58, 'm': 116, 'k_avg': 4.0, 'intersection_count': 50, 'streets_per_node_avg': 2.8275862068965516, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 44, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13793103448275862, 2: 0.0, 3: 0.7586206896551724, 4: 0.10344827586206896}, 'edge_length_total': 28597.835000000017, 'edge_length_avg': 246.53306034482773, 'street_length_total': 17970.034, 'street_length_avg': 260.43527536231886, 'street_segments_count': 69, 'node_density_km': 9.697776476702215, 'intersection_density_km': 8.360152135088116, 'edge_density_km': 4781.645026682956, 'street_density_km': 3004.644362254121, 'circuity_avg': 1.0471524658237756, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0471524658237756\n", - "5198\n", - "997037.3492876769\n", - "error with entry 5198\n", - "5199\n", - "996903.9188611557\n", - "{'n': 9, 'm': 22, 'k_avg': 4.888888888888889, 'intersection_count': 9, 'streets_per_node_avg': 3.2222222222222223, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 7, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.7777777777777778, 4: 0.2222222222222222}, 'edge_length_total': 4884.738, 'edge_length_avg': 222.03354545454548, 'street_length_total': 2442.369, 'street_length_avg': 222.03354545454548, 'street_segments_count': 11, 'node_density_km': 9.027951269648364, 'intersection_density_km': 9.027951269648364, 'edge_density_km': 4899.90851433329, 'street_density_km': 2449.954257166645, 'circuity_avg': 1.3349061355568916, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3349061355568916\n", - "5200\n", - "996852.826069208\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 3.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.6666666666666666, 4: 0.3333333333333333}, 'edge_length_total': 2480.454, 'edge_length_avg': 620.1135, 'street_length_total': 1240.227, 'street_length_avg': 620.1135, 'street_segments_count': 2, 'node_density_km': 3.009471329714343, 'intersection_density_km': 3.009471329714343, 'edge_density_km': 2488.2850658917537, 'street_density_km': 1244.1425329458768, 'circuity_avg': 1.132022443045137, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.132022443045137\n", - "5201\n", - "996890.088206474\n", - "error with entry 5201\n", - "5202\n", - "997101.0084905914\n", - "error with entry 5202\n", - "5203\n", - "5983336.394280272\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 4, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 6319.112000000001, 'edge_length_avg': 1053.1853333333336, 'street_length_total': 3159.556, 'street_length_avg': 1053.1853333333333, 'street_segments_count': 3, 'node_density_km': 0.6685233348778069, 'intersection_density_km': 0.6685233348778069, 'edge_density_km': 1056.1184569265922, 'street_density_km': 528.059228463296, 'circuity_avg': 1.0268619752746158, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0268619752746158\n", - "5204\n", - "44899789.741655536\n", - "{'n': 181, 'm': 393, 'k_avg': 4.342541436464089, 'intersection_count': 119, 'streets_per_node_avg': 2.3756906077348066, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 108, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3425414364640884, 2: 0.0, 3: 0.5966850828729282, 4: 0.06077348066298342}, 'edge_length_total': 124724.44599999988, 'edge_length_avg': 317.365002544529, 'street_length_total': 63088.58500000001, 'street_length_avg': 307.74919512195123, 'street_segments_count': 205, 'node_density_km': 4.031199278246914, 'intersection_density_km': 2.65034648680322, 'edge_density_km': 2777.8403132317444, 'street_density_km': 1405.0975597658514, 'circuity_avg': 1.0993525993273614, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0993525993273614\n", - "5205\n", - "997889.3820301841\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 2407.3540000000003, 'edge_length_avg': 601.8385000000001, 'street_length_total': 1203.6770000000001, 'street_length_avg': 601.8385000000001, 'street_segments_count': 2, 'node_density_km': 3.0063452463003117, 'intersection_density_km': 2.004230164200208, 'edge_density_km': 2412.4457513540137, 'street_density_km': 1206.2228756770069, 'circuity_avg': 1.401506024538769, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.401506024538769\n", - "5206\n", - "1993707.6185283947\n", - "error with entry 5206\n", - "5207\n", - "997094.2789734674\n", - "{'n': 6, 'm': 12, 'k_avg': 4.0, 'intersection_count': 5, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.6666666666666666, 4: 0.16666666666666666}, 'edge_length_total': 2636.8559999999998, 'edge_length_avg': 219.73799999999997, 'street_length_total': 1318.4279999999999, 'street_length_avg': 219.73799999999997, 'street_segments_count': 6, 'node_density_km': 6.017485133078033, 'intersection_density_km': 5.014570944231694, 'edge_density_km': 2644.5402963446013, 'street_density_km': 1322.2701481723007, 'circuity_avg': 1.1018482298468903, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1018482298468903\n", - "5208\n", - "996842.5961933243\n", - "error with entry 5208\n", - "5209\n", - "996843.5956222357\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 135.728, 'edge_length_avg': 67.864, 'street_length_total': 67.864, 'street_length_avg': 67.864, 'street_segments_count': 1, 'node_density_km': 2.006332797625678, 'intersection_density_km': 1.003166398812839, 'edge_density_km': 136.15776897806902, 'street_density_km': 68.07888448903451, 'circuity_avg': 1.0067538937148646, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0067538937148646\n", - "5210\n", - "6981263.710542439\n", - "error with entry 5210\n", - "5211\n", - "996871.6835257808\n", - "error with entry 5211\n", - "5212\n", - "997305.2362196334\n", - "error with entry 5212\n", - "5213\n", - "4987871.963138363\n", - "{'n': 39, 'm': 90, 'k_avg': 4.615384615384615, 'intersection_count': 36, 'streets_per_node_avg': 2.923076923076923, 'streets_per_node_counts': {0: 0, 1: 3, 2: 2, 3: 29, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07692307692307693, 2: 0.05128205128205128, 3: 0.7435897435897436, 4: 0.1282051282051282}, 'edge_length_total': 14733.933, 'edge_length_avg': 163.7103666666667, 'street_length_total': 8470.021000000002, 'street_length_avg': 154.00038181818186, 'street_segments_count': 55, 'node_density_km': 7.818965740945212, 'intersection_density_km': 7.217506837795581, 'edge_density_km': 2953.951727086721, 'street_density_km': 1698.1231801047827, 'circuity_avg': 1.1146432530585573, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1146432530585573\n", - "5214\n", - "10965411.646297129\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 211, 'm': 464, 'k_avg': 4.398104265402844, 'intersection_count': 168, 'streets_per_node_avg': 2.7109004739336493, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 143, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2037914691943128, 2: 0.0, 3: 0.6777251184834123, 4: 0.11848341232227488}, 'edge_length_total': 71810.87800000007, 'edge_length_avg': 154.76482327586223, 'street_length_total': 42058.66399999995, 'street_length_avg': 159.91887452471465, 'street_segments_count': 263, 'node_density_km': 19.242323663357574, 'intersection_density_km': 15.320902253289445, 'edge_density_km': 6548.853824767229, 'street_density_km': 3835.575476475851, 'circuity_avg': 1.0683361116779602, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0683361116779602\n", - "5215\n", - "3987579.2676191805\n", - "error with entry 5215\n", - "5216\n", - "20951829.101766653\n", - "{'n': 20, 'm': 40, 'k_avg': 4.0, 'intersection_count': 14, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 12, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3, 2: 0.0, 3: 0.6, 4: 0.1}, 'edge_length_total': 37034.74200000002, 'edge_length_avg': 925.8685500000005, 'street_length_total': 18517.371000000006, 'street_length_avg': 925.8685500000004, 'street_segments_count': 20, 'node_density_km': 0.95457059633584, 'intersection_density_km': 0.668199417435088, 'edge_density_km': 1767.6137878042, 'street_density_km': 883.8068939020998, 'circuity_avg': 1.1411575745146283, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1411575745146283\n", - "5217\n", - "1993664.302454195\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 589.26, 'edge_length_avg': 294.63, 'street_length_total': 294.63, 'street_length_avg': 294.63, 'street_segments_count': 1, 'node_density_km': 1.0031779159299816, 'intersection_density_km': 0.5015889579649908, 'edge_density_km': 295.56630937045054, 'street_density_km': 147.78315468522527, 'circuity_avg': 1.133429361270309, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.133429361270309\n", - "5218\n", - "7978602.867920341\n", - "error with entry 5218\n", - "5219\n", - "2992732.2697314513\n", - "{'n': 109, 'm': 260, 'k_avg': 4.770642201834862, 'intersection_count': 84, 'streets_per_node_avg': 2.614678899082569, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 76, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22935779816513763, 2: 0.0, 3: 0.6972477064220184, 4: 0.07339449541284404}, 'edge_length_total': 46223.077999999965, 'edge_length_avg': 177.7810692307691, 'street_length_total': 23111.53899999999, 'street_length_avg': 177.78106923076916, 'street_segments_count': 130, 'node_density_km': 36.4215673758819, 'intersection_density_km': 28.067996876826417, 'edge_density_km': 15445.109630253604, 'street_density_km': 7722.554815126805, 'circuity_avg': 1.0303339820729926, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0303339820729926\n", - "5220\n", - "3989981.1614498906\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 4294.496000000001, 'edge_length_avg': 1073.6240000000003, 'street_length_total': 2147.2480000000005, 'street_length_avg': 1073.6240000000003, 'street_segments_count': 2, 'node_density_km': 0.7518832492206182, 'intersection_density_km': 0.5012554994804121, 'edge_density_km': 1076.3198687483164, 'street_density_km': 538.1599343741582, 'circuity_avg': 1.1655790888448034, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1655790888448034\n", - "5221\n", - "4985978.620965594\n", - "error with entry 5221\n", - "5222\n", - "56827370.90808827\n", - "{'n': 85, 'm': 188, 'k_avg': 4.423529411764706, 'intersection_count': 60, 'streets_per_node_avg': 2.4705882352941178, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 55, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29411764705882354, 2: 0.0, 3: 0.6470588235294118, 4: 0.058823529411764705}, 'edge_length_total': 130398.86399999997, 'edge_length_avg': 693.6109787234041, 'street_length_total': 65238.082000000024, 'street_length_avg': 679.563354166667, 'street_segments_count': 96, 'node_density_km': 1.4957580940613584, 'intersection_density_km': 1.0558292428668412, 'edge_density_km': 2294.648897463603, 'street_density_km': 1148.004578735749, 'circuity_avg': 1.087329614616064, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.087329614616064\n", - "5223\n", - "22934443.40218616\n", - "{'n': 557, 'm': 1363, 'k_avg': 4.8940754039497305, 'intersection_count': 414, 'streets_per_node_avg': 2.6229802513464993, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 338, 4: 76}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25673249551166966, 2: 0.0, 3: 0.6068222621184919, 4: 0.13644524236983843}, 'edge_length_total': 178577.04700000008, 'edge_length_avg': 131.01764269992668, 'street_length_total': 91832.01599999999, 'street_length_avg': 128.436386013986, 'street_segments_count': 715, 'node_density_km': 24.286615124346362, 'intersection_density_km': 18.051451815941462, 'edge_density_km': 7786.412945298587, 'street_density_km': 4004.1092076926693, 'circuity_avg': 1.0731300052457224, 'self_loop_proportion': 0.001467351430667645, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0731300052457224\n", - "5224\n", - "23942403.390949927\n", - "{'n': 33, 'm': 70, 'k_avg': 4.242424242424242, 'intersection_count': 20, 'streets_per_node_avg': 2.303030303030303, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 17, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3939393939393939, 2: 0.0, 3: 0.5151515151515151, 4: 0.09090909090909091}, 'edge_length_total': 21614.208000000002, 'edge_length_avg': 308.7744, 'street_length_total': 10807.104, 'street_length_avg': 308.77439999999996, 'street_segments_count': 35, 'node_density_km': 1.3783077438447047, 'intersection_density_km': 0.8353380265725483, 'edge_density_km': 902.7584928324294, 'street_density_km': 451.3792464162146, 'circuity_avg': 1.0092018215730993, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0092018215730993\n", - "5225\n", - "1994836.642504638\n", - "error with entry 5225\n", - "5226\n", - "8976327.893637076\n", - "{'n': 2, 'm': 4, 'k_avg': 4.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 3609.298, 'edge_length_avg': 902.3245, 'street_length_total': 1804.649, 'street_length_avg': 902.3245, 'street_segments_count': 2, 'node_density_km': 0.22280826009238275, 'intersection_density_km': 0.22280826009238275, 'edge_density_km': 402.0907037674584, 'street_density_km': 201.0453518837292, 'circuity_avg': 1.029442541606201, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029442541606201\n", - "5227\n", - "997011.2382164213\n", - "{'n': 5, 'm': 14, 'k_avg': 5.6, 'intersection_count': 5, 'streets_per_node_avg': 3.4, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.6, 4: 0.4}, 'edge_length_total': 2849.8599999999997, 'edge_length_avg': 203.56142857142854, 'street_length_total': 1424.93, 'street_length_avg': 203.5614285714286, 'street_segments_count': 7, 'node_density_km': 5.014988606291567, 'intersection_density_km': 5.014988606291567, 'edge_density_km': 2858.4030859052164, 'street_density_km': 1429.2015429526084, 'circuity_avg': 1.2226332886220501, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2226332886220501\n", - "5228\n", - "1995898.0116230291\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 5228\n", - "5229\n", - "8977753.189527098\n", - "{'n': 12, 'm': 22, 'k_avg': 3.6666666666666665, 'intersection_count': 8, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 6, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5, 4: 0.16666666666666666}, 'edge_length_total': 11237.564, 'edge_length_avg': 510.79836363636366, 'street_length_total': 5618.782, 'street_length_avg': 510.79836363636366, 'street_segments_count': 11, 'node_density_km': 1.3366373241356726, 'intersection_density_km': 0.8910915494237818, 'edge_density_km': 1251.712289563614, 'street_density_km': 625.856144781807, 'circuity_avg': 1.016561201702936, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.016561201702936\n", - "5230\n", - "1993636.830861487\n", - "error with entry 5230\n", - "5231\n", - "997591.908892329\n", - "error with entry 5231\n", - "5232\n", - "1993662.160241974\n", - "error with entry 5232\n", - "5233\n", - "998595.5253494768\n", - "error with entry 5233\n", - "5234\n", - "998606.8404354845\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 4, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 898.624, 'edge_length_avg': 149.77066666666667, 'street_length_total': 449.312, 'street_length_avg': 149.77066666666667, 'street_segments_count': 3, 'node_density_km': 4.005580412663337, 'intersection_density_km': 4.005580412663337, 'edge_density_km': 899.8776731872948, 'street_density_km': 449.9388365936474, 'circuity_avg': 1.0797920486335317, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0797920486335317\n", - "5235\n", - "998099.0942599858\n", - "error with entry 5235\n", - "5236\n", - "13956871.044546973\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 2, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 10446.766000000001, 'edge_length_avg': 1741.127666666667, 'street_length_total': 5223.383, 'street_length_avg': 1741.1276666666665, 'street_segments_count': 3, 'node_density_km': 0.2865971883836257, 'intersection_density_km': 0.14329859419181284, 'edge_density_km': 748.5034408254141, 'street_density_km': 374.251720412707, 'circuity_avg': 1.2602039807473022, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2602039807473022\n", - "5237\n", - "33914097.002586365\n", - "{'n': 81, 'm': 200, 'k_avg': 4.938271604938271, 'intersection_count': 63, 'streets_per_node_avg': 2.654320987654321, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 55, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6790123456790124, 4: 0.09876543209876543}, 'edge_length_total': 51392.255999999994, 'edge_length_avg': 256.96128, 'street_length_total': 25696.127999999993, 'street_length_avg': 256.96127999999993, 'street_segments_count': 100, 'node_density_km': 2.388387342107996, 'intersection_density_km': 1.85763459941733, 'edge_density_km': 1515.3656013922678, 'street_density_km': 757.6828006961338, 'circuity_avg': 1.0742463400300104, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0742463400300104\n", - "5238\n", - "7975335.921665945\n", - "{'n': 54, 'm': 116, 'k_avg': 4.296296296296297, 'intersection_count': 34, 'streets_per_node_avg': 2.259259259259259, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37037037037037035, 2: 0.0, 3: 0.6296296296296297}, 'edge_length_total': 27314.417999999994, 'edge_length_avg': 235.4691206896551, 'street_length_total': 13657.209, 'street_length_avg': 235.4691206896552, 'street_segments_count': 58, 'node_density_km': 6.770874672915357, 'intersection_density_km': 4.263143312576336, 'edge_density_km': 3424.8611304004316, 'street_density_km': 1712.4305652002163, 'circuity_avg': 1.1208393756864974, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1208393756864974\n", - "5239\n", - "997165.3777494594\n", - "error with entry 5239\n", - "5240\n", - "997097.3081628231\n", - "error with entry 5240\n", - "5241\n", - "997086.3316567494\n", - "error with entry 5241\n", - "5242\n", - "1996321.8942045397\n", - "error with entry 5242\n", - "5243\n", - "2992293.856322302\n", - "error with entry 5243\n", - "5244\n", - "1993810.0473963951\n", - "error with entry 5244\n", - "5245\n", - "7978369.155898981\n", - "{'n': 37, 'm': 88, 'k_avg': 4.756756756756757, 'intersection_count': 30, 'streets_per_node_avg': 2.7567567567567566, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 25, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1891891891891892, 2: 0.0, 3: 0.6756756756756757, 4: 0.13513513513513514}, 'edge_length_total': 30461.752, 'edge_length_avg': 346.1562727272727, 'street_length_total': 15230.876, 'street_length_avg': 346.1562727272727, 'street_segments_count': 44, 'node_density_km': 4.637539236028362, 'intersection_density_km': 3.7601669481311037, 'edge_density_km': 3818.0424350855515, 'street_density_km': 1909.0212175427757, 'circuity_avg': 1.1088220612775708, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1088220612775708\n", - "5246\n", - "5985703.82071968\n", - "error with entry 5246\n", - "5247\n", - "14956609.233165378\n", - "error with entry 5247\n", - "5248\n", - "997822.9360486623\n", - "{'n': 25, 'm': 62, 'k_avg': 4.96, 'intersection_count': 21, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 14, 4: 6, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16, 2: 0.0, 3: 0.56, 4: 0.24, 5: 0.04}, 'edge_length_total': 7344.989999999998, 'edge_length_avg': 118.46758064516126, 'street_length_total': 3672.4950000000003, 'street_length_avg': 118.4675806451613, 'street_segments_count': 31, 'node_density_km': 25.054545347493185, 'intersection_density_km': 21.045818091894276, 'edge_density_km': 7361.015401275356, 'street_density_km': 3680.5077006376796, 'circuity_avg': 1.0056391297053364, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0056391297053364\n", - "5249\n", - "6984980.752357004\n", - "{'n': 378, 'm': 905, 'k_avg': 4.788359788359788, 'intersection_count': 312, 'streets_per_node_avg': 2.814814814814815, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 250, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1746031746031746, 2: 0.0, 3: 0.6613756613756614, 4: 0.164021164021164}, 'edge_length_total': 102739.43999999996, 'edge_length_avg': 113.5242430939226, 'street_length_total': 56361.085, 'street_length_avg': 112.04987077534791, 'street_segments_count': 503, 'node_density_km': 54.116111898010324, 'intersection_density_km': 44.66726696343709, 'edge_density_km': 14708.621776134698, 'street_density_km': 8068.896250140929, 'circuity_avg': 1.084022592874219, 'self_loop_proportion': 0.0022099447513812156, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084022592874219\n", - "5250\n", - "2991070.4306581863\n", - "error with entry 5250\n", - "5251\n", - "3988021.691771699\n", - "{'n': 8, 'm': 16, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 6047.34, 'edge_length_avg': 377.95875, 'street_length_total': 3023.6700000000005, 'street_length_avg': 377.95875000000007, 'street_segments_count': 8, 'node_density_km': 2.006007142966657, 'intersection_density_km': 1.5045053572249927, 'edge_density_km': 1516.375904493498, 'street_density_km': 758.1879522467491, 'circuity_avg': 1.0310602811714031, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0310602811714031\n", - "5252\n", - "13958851.477310982\n", - "{'n': 96, 'm': 236, 'k_avg': 4.916666666666667, 'intersection_count': 72, 'streets_per_node_avg': 2.5625, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 66, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6875, 4: 0.0625}, 'edge_length_total': 39662.25599999998, 'edge_length_avg': 168.06040677966092, 'street_length_total': 19831.128000000004, 'street_length_avg': 168.06040677966107, 'street_segments_count': 118, 'node_density_km': 6.877356647575231, 'intersection_density_km': 5.158017485681423, 'edge_density_km': 2841.3695829107337, 'street_density_km': 1420.6847914553678, 'circuity_avg': 1.0395344190937443, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0395344190937443\n", - "5253\n", - "7975942.763875531\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 66, 'm': 140, 'k_avg': 4.242424242424242, 'intersection_count': 41, 'streets_per_node_avg': 2.272727272727273, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 39, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3787878787878788, 2: 0.0, 3: 0.5909090909090909, 4: 0.030303030303030304}, 'edge_length_total': 23719.13600000001, 'edge_length_avg': 169.42240000000007, 'street_length_total': 11859.567999999997, 'street_length_avg': 169.42239999999995, 'street_segments_count': 70, 'node_density_km': 8.274883854348326, 'intersection_density_km': 5.140458151943657, 'edge_density_km': 2973.834780689276, 'street_density_km': 1486.9173903446372, 'circuity_avg': 1.0784547320422888, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0784547320422888\n", - "5254\n", - "6979355.6568492595\n", - "{'n': 36, 'm': 84, 'k_avg': 4.666666666666667, 'intersection_count': 27, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 21, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.5833333333333334, 4: 0.16666666666666666}, 'edge_length_total': 9868.931999999999, 'edge_length_avg': 117.4872857142857, 'street_length_total': 4934.466, 'street_length_avg': 117.48728571428572, 'street_segments_count': 42, 'node_density_km': 5.158069278884082, 'intersection_density_km': 3.868551959163062, 'edge_density_km': 1414.0176379054456, 'street_density_km': 707.0088189527229, 'circuity_avg': 1.0338893726549943, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0338893726549943\n", - "5255\n", - "1993640.6909826852\n", - "{'n': 8, 'm': 14, 'k_avg': 3.5, 'intersection_count': 5, 'streets_per_node_avg': 2.375, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.375, 2: 0.0, 3: 0.5, 4: 0.125}, 'edge_length_total': 2120.3060000000005, 'edge_length_avg': 151.4504285714286, 'street_length_total': 1060.153, 'street_length_avg': 151.45042857142857, 'street_segments_count': 7, 'node_density_km': 4.012759187843784, 'intersection_density_km': 2.507974492402365, 'edge_density_km': 1063.534672817538, 'street_density_km': 531.7673364087689, 'circuity_avg': 1.0492693588904543, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0492693588904543\n", - "5256\n", - "997311.0625879125\n", - "error with entry 5256\n", - "5257\n", - "996917.0209369466\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 805.392, 'edge_length_avg': 402.696, 'street_length_total': 402.696, 'street_length_avg': 402.696, 'street_segments_count': 1, 'node_density_km': 2.0061850264331045, 'intersection_density_km': 2.0061850264331045, 'edge_density_km': 807.8826854045055, 'street_density_km': 403.94134270225277, 'circuity_avg': 1.000107834238058, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.000107834238058\n", - "5258\n", - "4985328.092392967\n", - "{'n': 96, 'm': 266, 'k_avg': 5.541666666666667, 'intersection_count': 81, 'streets_per_node_avg': 2.9583333333333335, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 55, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15625, 2: 0.0, 3: 0.5729166666666666, 4: 0.2708333333333333}, 'edge_length_total': 43359.50999999998, 'edge_length_avg': 163.00567669172924, 'street_length_total': 21679.75499999999, 'street_length_avg': 163.00567669172924, 'street_segments_count': 133, 'node_density_km': 19.256505935183057, 'intersection_density_km': 16.247676882810705, 'edge_density_km': 8697.423558975299, 'street_density_km': 4348.711779487649, 'circuity_avg': 1.0317013952621281, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0317013952621281\n", - "5259\n", - "2990371.026077773\n", - "{'n': 73, 'm': 174, 'k_avg': 4.767123287671233, 'intersection_count': 60, 'streets_per_node_avg': 2.73972602739726, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 53, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1780821917808219, 2: 0.0, 3: 0.726027397260274, 4: 0.0958904109589041}, 'edge_length_total': 31585.026, 'edge_length_avg': 181.52313793103448, 'street_length_total': 15792.512999999999, 'street_length_avg': 181.52313793103448, 'street_segments_count': 87, 'node_density_km': 24.411686497560865, 'intersection_density_km': 20.06439986100893, 'edge_density_km': 10562.243188072725, 'street_density_km': 5281.121594036362, 'circuity_avg': 1.0577034001951078, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0577034001951078\n", - "5260\n", - "3987566.7044909336\n", - "error with entry 5260\n", - "5261\n", - "5982661.7846145155\n", - "{'n': 146, 'm': 342, 'k_avg': 4.684931506849315, 'intersection_count': 102, 'streets_per_node_avg': 2.4315068493150687, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 97, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3013698630136986, 2: 0.0, 3: 0.6643835616438356, 4: 0.03424657534246575}, 'edge_length_total': 44706.11000000003, 'edge_length_avg': 130.71961988304102, 'street_length_total': 22353.055, 'street_length_avg': 130.71961988304093, 'street_segments_count': 171, 'node_density_km': 24.403853210533327, 'intersection_density_km': 17.04926731146849, 'edge_density_km': 7472.611959273677, 'street_density_km': 3736.305979636836, 'circuity_avg': 1.062827461104782, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062827461104782\n", - "5262\n", - "997366.7679963936\n", - "error with entry 5262\n", - "5263\n", - "997826.0396626764\n", - "error with entry 5263\n", - "5264\n", - "996880.9301589369\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1036.132, 'edge_length_avg': 518.066, 'street_length_total': 518.066, 'street_length_avg': 518.066, 'street_segments_count': 1, 'node_density_km': 2.0062576577537015, 'intersection_density_km': 2.0062576577537015, 'edge_density_km': 1039.373879721829, 'street_density_km': 519.6869398609145, 'circuity_avg': 1.0009426592648878, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0009426592648878\n", - "5265\n", - "4984643.992399313\n", - "error with entry 5265\n", - "5266\n", - "468496710.8821791\n", - "error with entry 5266\n", - "5267\n", - "10964462.977461215\n", - "{'n': 40, 'm': 80, 'k_avg': 4.0, 'intersection_count': 24, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 25992.561999999994, 'edge_length_avg': 324.9070249999999, 'street_length_total': 12996.281000000003, 'street_length_avg': 324.9070250000001, 'street_segments_count': 40, 'node_density_km': 3.6481494882352976, 'intersection_density_km': 2.1888896929411787, 'edge_density_km': 2370.6187939556057, 'street_density_km': 1185.3093969778033, 'circuity_avg': 1.1017345411993849, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1017345411993849\n", - "5268\n", - "1994803.7981790174\n", - "error with entry 5268\n", - "5269\n", - "996867.0899991074\n", - "error with entry 5269\n", - "5270\n", - "1995775.5340551327\n", - "error with entry 5270\n", - "5271\n", - "1997005.7284528748\n", - "error with entry 5271\n", - "5272\n", - "997047.8918516595\n", - "error with entry 5272\n", - "5273\n", - "997926.8875209542\n", - "error with entry 5273\n", - "5274\n", - "3987112.589618481\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 5, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.7142857142857143}, 'edge_length_total': 4513.6, 'edge_length_avg': 376.1333333333334, 'street_length_total': 2256.8, 'street_length_avg': 376.1333333333334, 'street_segments_count': 6, 'node_density_km': 1.7556564663426812, 'intersection_density_km': 1.2540403331019152, 'edge_density_km': 1132.0472894977609, 'street_density_km': 566.0236447488804, 'circuity_avg': 1.1006312029577972, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1006312029577972\n", - "5275\n", - "998506.9514810054\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 5275\n", - "5276\n", - "1994158.1481967613\n", - "error with entry 5276\n", - "5277\n", - "25930955.352282025\n", - "{'n': 176, 'm': 402, 'k_avg': 4.568181818181818, 'intersection_count': 128, 'streets_per_node_avg': 2.4829545454545454, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 123, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0, 3: 0.6988636363636364, 4: 0.028409090909090908}, 'edge_length_total': 107054.644, 'edge_length_avg': 266.3050845771144, 'street_length_total': 53527.322000000015, 'street_length_avg': 266.3050845771145, 'street_segments_count': 201, 'node_density_km': 6.787254754364895, 'intersection_density_km': 4.9361852759017415, 'edge_density_km': 4128.4496674195525, 'street_density_km': 2064.2248337097767, 'circuity_avg': 1.091465795598304, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.091465795598304\n", - "5278\n", - "997578.7060191697\n", - "{'n': 19, 'm': 40, 'k_avg': 4.2105263157894735, 'intersection_count': 13, 'streets_per_node_avg': 2.3684210526315788, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3157894736842105, 2: 0.0, 3: 0.6842105263157895}, 'edge_length_total': 5133.984000000001, 'edge_length_avg': 128.34960000000004, 'street_length_total': 2566.9919999999997, 'street_length_avg': 128.34959999999998, 'street_segments_count': 20, 'node_density_km': 19.046116246626152, 'intersection_density_km': 13.031553221375788, 'edge_density_km': 5146.4450564378285, 'street_density_km': 2573.2225282189133, 'circuity_avg': 1.2648214731166643, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2648214731166643\n", - "5279\n", - "5981916.4037571885\n", - "{'n': 29, 'm': 74, 'k_avg': 5.103448275862069, 'intersection_count': 25, 'streets_per_node_avg': 2.896551724137931, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 20, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13793103448275862, 2: 0.0, 3: 0.6896551724137931, 4: 0.1724137931034483}, 'edge_length_total': 24837.758000000013, 'edge_length_avg': 335.64537837837855, 'street_length_total': 12418.878999999997, 'street_length_avg': 335.6453783783783, 'street_segments_count': 37, 'node_density_km': 4.847944712464614, 'intersection_density_km': 4.17926268315915, 'edge_density_km': 4152.140605709507, 'street_density_km': 2076.0703028547523, 'circuity_avg': 1.3485777272926887, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3485777272926887\n", - "5280\n", - "8970679.428694766\n", - "{'n': 488, 'm': 1357, 'k_avg': 5.561475409836065, 'intersection_count': 434, 'streets_per_node_avg': 2.932377049180328, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 361, 4: 71, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11065573770491803, 2: 0.0, 3: 0.7397540983606558, 4: 0.14549180327868852, 5: 0.004098360655737705}, 'edge_length_total': 177312.70000000004, 'edge_length_avg': 130.66521739130437, 'street_length_total': 89273.629, 'street_length_avg': 129.5698534107402, 'street_segments_count': 689, 'node_density_km': 54.39944698492074, 'intersection_density_km': 48.37983604806476, 'edge_density_km': 19765.80496599008, 'street_density_km': 9951.713212985622, 'circuity_avg': 1.0639786796929087, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639786796929087\n", - "5281\n", - "1993528.922759772\n", - "error with entry 5281\n", - "5282\n", - "136614345.52276343\n", - "{'n': 6346, 'm': 16536, 'k_avg': 5.211471793255594, 'intersection_count': 4952, 'streets_per_node_avg': 2.6969744721084146, 'streets_per_node_counts': {0: 0, 1: 1394, 2: 0, 3: 4093, 4: 853, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21966593129530412, 2: 0.0, 3: 0.6449732114717932, 4: 0.13441537976678222, 5: 0.0009454774661203908}, 'edge_length_total': 2069104.2440000018, 'edge_length_avg': 125.12725229801656, 'street_length_total': 1055500.3110000018, 'street_length_avg': 125.1185764580372, 'street_segments_count': 8436, 'node_density_km': 46.4519298885972, 'intersection_density_km': 36.248023449154324, 'edge_density_km': 15145.585451384652, 'street_density_km': 7726.130861009238, 'circuity_avg': 1.065171303274617, 'self_loop_proportion': 0.0004837929366231253, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065171303274617\n", - "5283\n", - "5984197.8510315195\n", - "{'n': 15, 'm': 30, 'k_avg': 4.0, 'intersection_count': 11, 'streets_per_node_avg': 2.466666666666667, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26666666666666666, 2: 0.0, 3: 0.7333333333333333}, 'edge_length_total': 5990.313999999999, 'edge_length_avg': 199.6771333333333, 'street_length_total': 2995.157, 'street_length_avg': 199.67713333333333, 'street_segments_count': 15, 'node_density_km': 2.5066016153550787, 'intersection_density_km': 1.8381745179270579, 'edge_density_km': 1001.0220499256095, 'street_density_km': 500.51102496280487, 'circuity_avg': 1.0354453794626413, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0354453794626413\n", - "5284\n", - "997039.5058586942\n", - "error with entry 5284\n", - "5285\n", - "11961692.834781619\n", - "{'n': 45, 'm': 93, 'k_avg': 4.133333333333334, 'intersection_count': 35, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 30, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6666666666666666, 4: 0.1111111111111111}, 'edge_length_total': 38728.549999999974, 'edge_length_avg': 416.43602150537606, 'street_length_total': 19591.79899999999, 'street_length_avg': 362.81109259259244, 'street_segments_count': 54, 'node_density_km': 3.7620093260672287, 'intersection_density_km': 2.9260072536078447, 'edge_density_km': 3237.7148063346863, 'street_density_km': 1637.8784567207683, 'circuity_avg': 1.0272602288511123, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0272602288511123\n", - "5286\n", - "1994459.826702952\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1797.9999999999998, 'edge_length_avg': 449.49999999999994, 'street_length_total': 899.0, 'street_length_avg': 449.5, 'street_segments_count': 2, 'node_density_km': 1.5041666720153044, 'intersection_density_km': 1.5041666720153044, 'edge_density_km': 901.497225427839, 'street_density_km': 450.74861271391956, 'circuity_avg': 1.0954755548794497, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0954755548794497\n", - "5287\n", - "4983865.732188676\n", - "{'n': 15, 'm': 42, 'k_avg': 5.6, 'intersection_count': 15, 'streets_per_node_avg': 3.2666666666666666, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 11, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.7333333333333333, 4: 0.26666666666666666}, 'edge_length_total': 23514.14600000001, 'edge_length_avg': 559.8606190476194, 'street_length_total': 11757.073000000004, 'street_length_avg': 559.8606190476193, 'street_segments_count': 21, 'node_density_km': 3.0097118995645005, 'intersection_density_km': 3.0097118995645005, 'edge_density_km': 4718.0536682864695, 'street_density_km': 2359.0268341432343, 'circuity_avg': 1.1625581059995922, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1625581059995922\n", - "5288\n", - "5981116.836302782\n", - "{'n': 276, 'm': 751, 'k_avg': 5.442028985507246, 'intersection_count': 253, 'streets_per_node_avg': 3.097826086956522, 'streets_per_node_counts': {0: 0, 1: 23, 2: 1, 3: 178, 4: 74}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08333333333333333, 2: 0.0036231884057971015, 3: 0.644927536231884, 4: 0.26811594202898553}, 'edge_length_total': 114174.71700000003, 'edge_length_avg': 152.0302490013316, 'street_length_total': 59395.28800000004, 'street_length_avg': 147.38284863523583, 'street_segments_count': 403, 'node_density_km': 46.14522798230588, 'intersection_density_km': 42.29979231711373, 'edge_density_km': 19089.19690500093, 'street_density_km': 9930.467774763472, 'circuity_avg': 1.0186584463169632, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0186584463169632\n", - "5289\n", - "1994089.2516002362\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 603.7860000000001, 'edge_length_avg': 301.89300000000003, 'street_length_total': 301.89300000000003, 'street_length_avg': 301.89300000000003, 'street_segments_count': 1, 'node_density_km': 1.0029641343259939, 'intersection_density_km': 1.0029641343259939, 'edge_density_km': 302.7878514040773, 'street_density_km': 151.39392570203864, 'circuity_avg': 1.041240502033797, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041240502033797\n", - "5290\n", - "14953076.558198802\n", - "{'n': 11, 'm': 26, 'k_avg': 4.7272727272727275, 'intersection_count': 8, 'streets_per_node_avg': 2.6363636363636362, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 6, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0, 3: 0.5454545454545454, 4: 0.18181818181818182}, 'edge_length_total': 9371.866000000002, 'edge_length_avg': 360.4563846153847, 'street_length_total': 4685.932999999999, 'street_length_avg': 360.45638461538454, 'street_segments_count': 13, 'node_density_km': 0.7356345670529372, 'intersection_density_km': 0.5350069578566816, 'edge_density_km': 626.7516897625585, 'street_density_km': 313.37584488127914, 'circuity_avg': 1.110187883412752, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.110187883412752\n", - "5291\n", - "1993917.425028578\n", - "error with entry 5291\n", - "5292\n", - "9970896.109676102\n", - "{'n': 55, 'm': 120, 'k_avg': 4.363636363636363, 'intersection_count': 41, 'streets_per_node_avg': 2.5636363636363635, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 37, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2545454545454545, 2: 0.0, 3: 0.6727272727272727, 4: 0.07272727272727272}, 'edge_length_total': 37985.51400000001, 'edge_length_avg': 316.54595000000006, 'street_length_total': 18992.756999999994, 'street_length_avg': 316.5459499999999, 'street_segments_count': 60, 'node_density_km': 5.516053862663968, 'intersection_density_km': 4.111967424894958, 'edge_density_km': 3809.6389313632053, 'street_density_km': 1904.8194656816017, 'circuity_avg': 1.0557568950719733, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557568950719733\n", - "5293\n", - "996997.7975057159\n", - "error with entry 5293\n", - "5294\n", - "6980485.722748351\n", - "{'n': 130, 'm': 330, 'k_avg': 5.076923076923077, 'intersection_count': 109, 'streets_per_node_avg': 2.8384615384615386, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 88, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16153846153846155, 2: 0.0, 3: 0.676923076923077, 4: 0.16153846153846155}, 'edge_length_total': 65122.46800000001, 'edge_length_avg': 197.34081212121214, 'street_length_total': 32607.741000000013, 'street_length_avg': 195.2559341317366, 'street_segments_count': 167, 'node_density_km': 18.62334587639791, 'intersection_density_km': 15.61495923482594, 'edge_density_km': 9329.217276066576, 'street_density_km': 4671.271068392318, 'circuity_avg': 1.0555026866546056, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0555026866546056\n", - "5295\n", - "5982361.387076918\n", - "{'n': 116, 'm': 266, 'k_avg': 4.586206896551724, 'intersection_count': 91, 'streets_per_node_avg': 2.6810344827586206, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 78, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21551724137931033, 2: 0.0, 3: 0.6724137931034483, 4: 0.11206896551724138}, 'edge_length_total': 43782.506, 'edge_length_avg': 164.5958872180451, 'street_length_total': 24521.171000000006, 'street_length_avg': 172.68430281690144, 'street_segments_count': 142, 'node_density_km': 19.39033643981838, 'intersection_density_km': 15.211384620892005, 'edge_density_km': 7318.599323434198, 'street_density_km': 4098.911686106188, 'circuity_avg': 1.0507481655077713, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0507481655077713\n", - "5296\n", - "10967393.278296115\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 949.412, 'edge_length_avg': 474.706, 'street_length_total': 474.7060000000001, 'street_length_avg': 474.7060000000001, 'street_segments_count': 1, 'node_density_km': 0.18235873823891163, 'intersection_density_km': 0.09117936911945582, 'edge_density_km': 86.56678719444079, 'street_density_km': 43.283393597220396, 'circuity_avg': 1.37562260195978, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.37562260195978\n", - "5297\n", - "7977624.358024292\n", - "{'n': 331, 'm': 814, 'k_avg': 4.918429003021148, 'intersection_count': 248, 'streets_per_node_avg': 2.5528700906344413, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 232, 4: 14, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25075528700906347, 2: 0.0, 3: 0.7009063444108762, 4: 0.04229607250755287, 5: 0.006042296072507553}, 'edge_length_total': 106601.39000000006, 'edge_length_avg': 130.95993857493863, 'street_length_total': 53300.69500000001, 'street_length_avg': 130.9599385749386, 'street_segments_count': 407, 'node_density_km': 41.491048606100854, 'intersection_density_km': 31.086948804571033, 'edge_density_km': 13362.548199298839, 'street_density_km': 6681.274099649417, 'circuity_avg': 1.0918645330777776, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0918645330777776\n", - "5298\n", - "5983141.068364178\n", - "error with entry 5298\n", - "5299\n", - "997002.7924497371\n", - "error with entry 5299\n", - "5300\n", - "8976126.529735234\n", - "{'n': 48, 'm': 130, 'k_avg': 5.416666666666667, 'intersection_count': 43, 'streets_per_node_avg': 2.9166666666666665, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 37, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10416666666666667, 2: 0.0, 3: 0.7708333333333334, 4: 0.125}, 'edge_length_total': 16778.282, 'edge_length_avg': 129.06370769230767, 'street_length_total': 8389.141, 'street_length_avg': 129.06370769230767, 'street_segments_count': 65, 'node_density_km': 5.347518201864723, 'intersection_density_km': 4.790485055837149, 'edge_density_km': 1869.2118414795677, 'street_density_km': 934.6059207397839, 'circuity_avg': 1.0266355777710217, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0266355777710217\n", - "5301\n", - "7981777.130110567\n", - "error with entry 5301\n", - "5302\n", - "2990588.8995349198\n", - "{'n': 12, 'm': 30, 'k_avg': 5.0, 'intersection_count': 10, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 9, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.75, 4: 0.08333333333333333}, 'edge_length_total': 5579.472000000001, 'edge_length_avg': 185.9824, 'street_length_total': 2789.7359999999994, 'street_length_avg': 185.98239999999996, 'street_segments_count': 15, 'node_density_km': 4.012587621744391, 'intersection_density_km': 3.343823018120326, 'edge_density_km': 1865.6766902557854, 'street_density_km': 932.8383451278925, 'circuity_avg': 1.4660211933748903, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4660211933748903\n", - "5303\n", - "1993907.0684113412\n", - "{'n': 11, 'm': 22, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.1818181818181817, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 5, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.45454545454545453, 2: 0.0, 3: 0.45454545454545453, 4: 0.09090909090909091}, 'edge_length_total': 4052.949999999999, 'edge_length_avg': 184.22499999999994, 'street_length_total': 2026.4750000000004, 'street_length_avg': 184.22500000000002, 'street_segments_count': 11, 'node_density_km': 5.516806763097702, 'intersection_density_km': 3.0091673253260196, 'edge_density_km': 2032.6674518633479, 'street_density_km': 1016.3337259316744, 'circuity_avg': 1.0840021326568545, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0840021326568545\n", - "5304\n", - "1993501.1958896802\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 5304\n", - "5305\n", - "19935379.232488927\n", - "{'n': 100, 'm': 244, 'k_avg': 4.88, 'intersection_count': 81, 'streets_per_node_avg': 2.68, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 75, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19, 2: 0.0, 3: 0.75, 4: 0.06}, 'edge_length_total': 86162.5359999999, 'edge_length_avg': 353.1251475409832, 'street_length_total': 43081.268000000004, 'street_length_avg': 353.1251475409836, 'street_segments_count': 122, 'node_density_km': 5.01620755912327, 'intersection_density_km': 4.063128122889848, 'edge_density_km': 4322.091643964303, 'street_density_km': 2161.0458219821544, 'circuity_avg': 1.1027970737395048, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1027970737395048\n", - "5306\n", - "8968919.389244111\n", - "{'n': 8, 'm': 16, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.625, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.625, 4: 0.125}, 'edge_length_total': 10163.848, 'edge_length_avg': 635.2405, 'street_length_total': 5081.923999999999, 'street_length_avg': 635.2404999999999, 'street_segments_count': 8, 'node_density_km': 0.891969216446958, 'intersection_density_km': 0.6689769123352185, 'edge_density_km': 1133.2299420807476, 'street_density_km': 566.6149710403737, 'circuity_avg': 1.0861599179592607, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0861599179592607\n", - "5307\n", - "1994793.0235885996\n", - "error with entry 5307\n", - "5308\n", - "996752.4204071513\n", - "error with entry 5308\n", - "5309\n", - "1993491.4525795528\n", - "error with entry 5309\n", - "5310\n", - "1996969.016808895\n", - "error with entry 5310\n", - "5311\n", - "6978101.749886593\n", - "{'n': 10, 'm': 20, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 9430.88, 'edge_length_avg': 471.544, 'street_length_total': 4715.440000000001, 'street_length_avg': 471.54400000000015, 'street_segments_count': 10, 'node_density_km': 1.43305448364414, 'intersection_density_km': 0.859832690186484, 'edge_density_km': 1351.4964868709844, 'street_density_km': 675.7482434354926, 'circuity_avg': 1.243280892233718, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.243280892233718\n", - "5312\n", - "1994097.9755228204\n", - "{'n': 5, 'm': 10, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 3, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.6, 4: 0.2}, 'edge_length_total': 2231.376, 'edge_length_avg': 223.13760000000002, 'street_length_total': 1115.688, 'street_length_avg': 223.13760000000002, 'street_segments_count': 5, 'node_density_km': 2.507399366216738, 'intersection_density_km': 2.0059194929733906, 'edge_density_km': 1118.990153638248, 'street_density_km': 559.495076819124, 'circuity_avg': 1.0822403907530573, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0822403907530573\n", - "5313\n", - "10967232.390121318\n", - "{'n': 18, 'm': 36, 'k_avg': 4.0, 'intersection_count': 13, 'streets_per_node_avg': 2.4444444444444446, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2777777777777778, 2: 0.0, 3: 0.7222222222222222}, 'edge_length_total': 5636.917999999999, 'edge_length_avg': 156.5810555555555, 'street_length_total': 2818.459, 'street_length_avg': 156.58105555555554, 'street_segments_count': 18, 'node_density_km': 1.6412527208061547, 'intersection_density_km': 1.1853491872488895, 'edge_density_km': 513.9781669145103, 'street_density_km': 256.9890834572552, 'circuity_avg': 1.1059306718409525, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1059306718409525\n", - "5314\n", - "997266.9486506097\n", - "error with entry 5314\n", - "5315\n", - "6983725.160873536\n", - "{'n': 12, 'm': 22, 'k_avg': 3.6666666666666665, 'intersection_count': 6, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 6870.776000000001, 'edge_length_avg': 312.30800000000005, 'street_length_total': 3435.3880000000013, 'street_length_avg': 312.3080000000001, 'street_segments_count': 11, 'node_density_km': 1.7182806773711896, 'intersection_density_km': 0.8591403386855948, 'edge_density_km': 983.8268032788095, 'street_density_km': 491.91340163940487, 'circuity_avg': 1.0667901460656286, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0667901460656286\n", - "5316\n", - "1996776.4859207883\n", - "error with entry 5316\n", - "5317\n", - "1993572.998249989\n", - "error with entry 5317\n", - "5318\n", - "2990667.6562668695\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 4, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 3, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5, 4: 0.16666666666666666}, 'edge_length_total': 5555.062, 'edge_length_avg': 555.5062, 'street_length_total': 2777.531, 'street_length_avg': 555.5062, 'street_segments_count': 5, 'node_density_km': 2.006240976802337, 'intersection_density_km': 1.3374939845348912, 'edge_density_km': 1857.4655021795907, 'street_density_km': 928.7327510897953, 'circuity_avg': 1.1569463175114585, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1569463175114585\n", - "5319\n", - "4983750.137715422\n", - "error with entry 5319\n", - "5320\n", - "8973237.487305755\n", - "{'n': 36, 'm': 74, 'k_avg': 4.111111111111111, 'intersection_count': 24, 'streets_per_node_avg': 2.361111111111111, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 23, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6388888888888888, 4: 0.027777777777777776}, 'edge_length_total': 21406.390000000007, 'edge_length_avg': 289.27554054054065, 'street_length_total': 10703.195, 'street_length_avg': 289.27554054054053, 'street_segments_count': 37, 'node_density_km': 4.011929925060874, 'intersection_density_km': 2.6746199500405825, 'edge_density_km': 2385.581573014552, 'street_density_km': 1192.7907865072755, 'circuity_avg': 1.1333601244116533, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1333601244116533\n", - "5321\n", - "1993993.785689705\n", - "error with entry 5321\n", - "5322\n", - "2990398.590251951\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 5, 'streets_per_node_avg': 3.2, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.8, 4: 0.2}, 'edge_length_total': 5694.985999999999, 'edge_length_avg': 711.8732499999999, 'street_length_total': 2847.493, 'street_length_avg': 711.87325, 'street_segments_count': 4, 'node_density_km': 1.672017909685656, 'intersection_density_km': 1.672017909685656, 'edge_density_km': 1904.4237174818147, 'street_density_km': 952.2118587409075, 'circuity_avg': 1.1092902294093265, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1092902294093265\n", - "5323\n", - "996734.8666383454\n", - "error with entry 5323\n", - "5324\n", - "105668534.28932713\n", - "{'n': 6561, 'm': 16637, 'k_avg': 5.071483005639384, 'intersection_count': 5087, 'streets_per_node_avg': 2.6936442615454963, 'streets_per_node_counts': {0: 0, 1: 1474, 2: 5, 3: 4144, 4: 933, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2246608748666362, 2: 0.0007620789513793629, 3: 0.631611034903216, 4: 0.14220393232738912, 5: 0.0007620789513793629}, 'edge_length_total': 1861622.1450000042, 'edge_length_avg': 111.89650447797104, 'street_length_total': 982813.3710000028, 'street_length_avg': 112.7596800137681, 'street_segments_count': 8716, 'node_density_km': 62.09038522324505, 'intersection_density_km': 48.14110495818436, 'edge_density_km': 17617.563804781894, 'street_density_km': 9300.908521253808, 'circuity_avg': 1.042447101735787, 'self_loop_proportion': 0.00012021398088597704, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042447101735787\n", - "5325\n", - "5981063.831603387\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 10, 'm': 18, 'k_avg': 3.6, 'intersection_count': 6, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 10726.231999999998, 'edge_length_avg': 595.9017777777776, 'street_length_total': 5363.116, 'street_length_avg': 595.9017777777777, 'street_segments_count': 9, 'node_density_km': 1.6719433668574017, 'intersection_density_km': 1.003166020114441, 'edge_density_km': 1793.3652443773599, 'street_density_km': 896.6826221886802, 'circuity_avg': 1.1660925160792908, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1660925160792908\n", - "5326\n", - "8970680.088090038\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 2, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 7696.780000000001, 'edge_length_avg': 1282.7966666666669, 'street_length_total': 3848.3900000000003, 'street_length_avg': 1282.7966666666669, 'street_segments_count': 3, 'node_density_km': 0.44589707365783976, 'intersection_density_km': 0.22294853682891988, 'edge_density_km': 857.992919647047, 'street_density_km': 428.9964598235235, 'circuity_avg': 1.015549797973321, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.015549797973321\n", - "5327\n", - "54843028.55447927\n", - "error with entry 5327\n", - "5328\n", - "1993877.3586295706\n", - "{'n': 14, 'm': 26, 'k_avg': 3.7142857142857144, 'intersection_count': 10, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.7142857142857143}, 'edge_length_total': 7371.227999999997, 'edge_length_avg': 283.50876923076913, 'street_length_total': 3685.6140000000005, 'street_length_avg': 283.50876923076925, 'street_segments_count': 13, 'node_density_km': 7.021495048031672, 'intersection_density_km': 5.015353605736909, 'edge_density_km': 3696.9314928508848, 'street_density_km': 1848.4657464254433, 'circuity_avg': 1.054748816950751, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054748816950751\n", - "5329\n", - "7976116.603448217\n", - "{'n': 61, 'm': 171, 'k_avg': 5.60655737704918, 'intersection_count': 53, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 8, 2: 2, 3: 33, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13114754098360656, 2: 0.03278688524590164, 3: 0.5409836065573771, 4: 0.29508196721311475}, 'edge_length_total': 32846.481, 'edge_length_avg': 192.08468421052632, 'street_length_total': 16434.352999999996, 'street_length_avg': 191.09712790697668, 'street_segments_count': 86, 'node_density_km': 7.64783202562869, 'intersection_density_km': 6.644837661611812, 'edge_density_km': 4118.104415098431, 'street_density_km': 2060.445429407982, 'circuity_avg': 1.0873315302380713, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0873315302380713\n", - "5330\n", - "27921533.64080957\n", - "{'n': 803, 'm': 1944, 'k_avg': 4.841843088418431, 'intersection_count': 575, 'streets_per_node_avg': 2.4794520547945207, 'streets_per_node_counts': {0: 0, 1: 228, 2: 0, 3: 538, 4: 36, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28393524283935245, 2: 0.0, 3: 0.6699875466998755, 4: 0.0448318804483188, 5: 0.0012453300124533001}, 'edge_length_total': 267708.4780000004, 'edge_length_avg': 137.71012242798375, 'street_length_total': 133854.2389999998, 'street_length_avg': 137.71012242798332, 'street_segments_count': 972, 'node_density_km': 28.759165249660597, 'intersection_density_km': 20.593424680641153, 'edge_density_km': 9587.885874890586, 'street_density_km': 4793.942937445278, 'circuity_avg': 1.083661675471193, 'self_loop_proportion': 0.00102880658436214, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.083661675471193\n", - "5331\n", - "1993476.6842411002\n", - "error with entry 5331\n", - "5332\n", - "996946.2031087737\n", - "error with entry 5332\n", - "5333\n", - "3988868.8388872272\n", - "{'n': 8, 'm': 14, 'k_avg': 3.5, 'intersection_count': 6, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 4, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.5, 4: 0.25}, 'edge_length_total': 3673.8779999999997, 'edge_length_avg': 262.4198571428571, 'street_length_total': 1836.9389999999999, 'street_length_avg': 262.4198571428571, 'street_segments_count': 7, 'node_density_km': 2.0055811116195428, 'intersection_density_km': 1.504185833714657, 'edge_density_km': 921.0325403993227, 'street_density_km': 460.51627019966134, 'circuity_avg': 1.0650336788673165, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0650336788673165\n", - "5334\n", - "7980664.498774392\n", - "{'n': 201, 'm': 470, 'k_avg': 4.676616915422885, 'intersection_count': 140, 'streets_per_node_avg': 2.442786069651741, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 130, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3034825870646766, 2: 0.0, 3: 0.6467661691542289, 4: 0.04975124378109453}, 'edge_length_total': 36454.344000000056, 'edge_length_avg': 77.5624340425533, 'street_length_total': 18227.172000000002, 'street_length_avg': 77.5624340425532, 'street_segments_count': 235, 'node_density_km': 25.185872684018733, 'intersection_density_km': 17.542398884391158, 'edge_density_km': 4567.833167977232, 'street_density_km': 2283.9165839886127, 'circuity_avg': 1.0660716727228248, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0660716727228248\n", - "5335\n", - "1993890.649291262\n", - "error with entry 5335\n", - "5336\n", - "996966.7145771402\n", - "{'n': 5, 'm': 10, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 3, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.6, 4: 0.2}, 'edge_length_total': 1590.662, 'edge_length_avg': 159.0662, 'street_length_total': 795.3309999999999, 'street_length_avg': 159.06619999999998, 'street_segments_count': 5, 'node_density_km': 5.015212571184718, 'intersection_density_km': 4.012170056947775, 'edge_density_km': 1595.5016117811651, 'street_density_km': 797.7508058905825, 'circuity_avg': 1.0624614163023014, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0624614163023014\n", - "5337\n", - "996827.9684585014\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 741.514, 'edge_length_avg': 370.757, 'street_length_total': 370.75699999999995, 'street_length_avg': 370.75699999999995, 'street_segments_count': 1, 'node_density_km': 2.006364250686914, 'intersection_density_km': 2.006364250686914, 'edge_density_km': 743.8735904919282, 'street_density_km': 371.93679524596405, 'circuity_avg': 1.0674744151760154, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0674744151760154\n", - "5338\n", - "996797.9943280376\n", - "error with entry 5338\n", - "5339\n", - "997074.4221452406\n", - "{'n': 13, 'm': 26, 'k_avg': 4.0, 'intersection_count': 10, 'streets_per_node_avg': 2.6153846153846154, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 9, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.6923076923076923, 4: 0.07692307692307693}, 'edge_length_total': 5497.2080000000005, 'edge_length_avg': 211.43107692307694, 'street_length_total': 2748.604, 'street_length_avg': 211.43107692307692, 'street_segments_count': 13, 'node_density_km': 13.038144105662688, 'intersection_density_km': 10.02934161974053, 'edge_density_km': 5513.337698677061, 'street_density_km': 2756.66884933853, 'circuity_avg': 1.4196570292273685, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4196570292273685\n", - "5340\n", - "996802.8139660468\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 5340\n", - "5341\n", - "997076.2285156972\n", - "error with entry 5341\n", - "5342\n", - "4985410.321341702\n", - "{'n': 11, 'm': 22, 'k_avg': 4.0, 'intersection_count': 8, 'streets_per_node_avg': 2.4545454545454546, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0, 3: 0.7272727272727273}, 'edge_length_total': 9515.034, 'edge_length_avg': 432.50154545454546, 'street_length_total': 4757.517, 'street_length_avg': 432.50154545454546, 'street_segments_count': 11, 'node_density_km': 2.2064382449947706, 'intersection_density_km': 1.6046823599961968, 'edge_density_km': 1908.5759018205065, 'street_density_km': 954.2879509102532, 'circuity_avg': 1.173429986598005, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.173429986598005\n", - "5343\n", - "996829.5838282605\n", - "{'n': 11, 'm': 22, 'k_avg': 4.0, 'intersection_count': 10, 'streets_per_node_avg': 2.909090909090909, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 9, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09090909090909091, 2: 0.0, 3: 0.8181818181818182, 4: 0.09090909090909091}, 'edge_length_total': 1283.6539999999998, 'edge_length_avg': 58.34790909090908, 'street_length_total': 641.827, 'street_length_avg': 58.34790909090909, 'street_segments_count': 11, 'node_density_km': 11.034985496472927, 'intersection_density_km': 10.031804996793571, 'edge_density_km': 1287.7366611354053, 'street_density_km': 643.8683305677027, 'circuity_avg': 1.1180559122784992, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1180559122784992\n", - "5344\n", - "1993482.8074947794\n", - "error with entry 5344\n", - "5345\n", - "1994362.9193506276\n", - "{'n': 12, 'm': 22, 'k_avg': 3.6666666666666665, 'intersection_count': 6, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 2268.4880000000003, 'edge_length_avg': 103.11309090909093, 'street_length_total': 1134.244, 'street_length_avg': 103.1130909090909, 'street_segments_count': 11, 'node_density_km': 6.016959041690991, 'intersection_density_km': 3.0084795208454955, 'edge_density_km': 1137.449948547293, 'street_density_km': 568.7249742736464, 'circuity_avg': 1.072766114562976, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072766114562976\n", - "5346\n", - "997331.7304334717\n", - "error with entry 5346\n", - "5347\n", - "191498574.3558402\n", - "error with entry 5347\n", - "5348\n", - "35879606.00000709\n", - "{'n': 195, 'm': 505, 'k_avg': 5.17948717948718, 'intersection_count': 170, 'streets_per_node_avg': 2.81025641025641, 'streets_per_node_counts': {0: 0, 1: 25, 2: 1, 3: 155, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1282051282051282, 2: 0.005128205128205128, 3: 0.7948717948717948, 4: 0.07179487179487179}, 'edge_length_total': 107305.08900000002, 'edge_length_avg': 212.4853247524753, 'street_length_total': 54049.877999999975, 'street_length_avg': 211.1323359374999, 'street_segments_count': 256, 'node_density_km': 5.4348422889582855, 'intersection_density_km': 4.738067636527736, 'edge_density_km': 2990.6986436801676, 'street_density_km': 1506.4233982945434, 'circuity_avg': 1.0742679340582655, 'self_loop_proportion': 0.0039603960396039604, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0742679340582655\n", - "5349\n", - "7973052.837567437\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 5541.352, 'edge_length_avg': 1385.338, 'street_length_total': 2770.676, 'street_length_avg': 1385.338, 'street_segments_count': 2, 'node_density_km': 0.37626741740185105, 'intersection_density_km': 0.37626741740185105, 'edge_density_km': 695.0100686515274, 'street_density_km': 347.5050343257637, 'circuity_avg': 1.0027534056104708, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0027534056104708\n", - "5350\n", - "4985843.841678808\n", - "{'n': 8, 'm': 16, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 2563.67, 'edge_length_avg': 160.229375, 'street_length_total': 1281.8349999999998, 'street_length_avg': 160.22937499999998, 'street_segments_count': 8, 'node_density_km': 1.6045428324739268, 'intersection_density_km': 1.2034071243554452, 'edge_density_km': 514.189790416054, 'street_density_km': 257.09489520802697, 'circuity_avg': 1.5591209073992773, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.5591209073992773\n", - "5351\n", - "3987169.534812657\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 2318.888, 'edge_length_avg': 1159.444, 'street_length_total': 1159.4440000000002, 'street_length_avg': 1159.4440000000002, 'street_segments_count': 1, 'node_density_km': 0.5016089691039368, 'intersection_density_km': 0.5016089691039368, 'edge_density_km': 581.5875095737448, 'street_density_km': 290.79375478687246, 'circuity_avg': 1.3470102878098649, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3470102878098649\n", - "5352\n", - "6976959.044465353\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 1944.874, 'edge_length_avg': 486.2185, 'street_length_total': 972.4370000000001, 'street_length_avg': 486.21850000000006, 'street_segments_count': 2, 'node_density_km': 0.42998675796725866, 'intersection_density_km': 0.2866578386448391, 'edge_density_km': 278.7566886382714, 'street_density_km': 139.37834431913572, 'circuity_avg': 1.1251930408489974, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1251930408489974\n", - "5353\n", - "996760.0200315742\n", - "error with entry 5353\n", - "5354\n", - "1993535.6894659149\n", - "error with entry 5354\n", - "5355\n", - "2990395.060550956\n", - "{'n': 13, 'm': 26, 'k_avg': 4.0, 'intersection_count': 9, 'streets_per_node_avg': 2.5384615384615383, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 7, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3076923076923077, 2: 0.0, 3: 0.5384615384615384, 4: 0.15384615384615385}, 'edge_length_total': 8231.028, 'edge_length_avg': 316.57800000000003, 'street_length_total': 4115.514, 'street_length_avg': 316.57800000000003, 'street_segments_count': 13, 'node_density_km': 4.347251696438013, 'intersection_density_km': 3.0096357898417017, 'edge_density_km': 2752.488495109907, 'street_density_km': 1376.2442475549535, 'circuity_avg': 1.0368772241699657, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0368772241699657\n", - "5356\n", - "4983693.9998468505\n", - "{'n': 26, 'm': 56, 'k_avg': 4.3076923076923075, 'intersection_count': 22, 'streets_per_node_avg': 2.769230769230769, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 20, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0, 3: 0.7692307692307693, 4: 0.07692307692307693}, 'edge_length_total': 20578.322, 'edge_length_avg': 367.4700357142857, 'street_length_total': 10289.160999999998, 'street_length_avg': 367.47003571428564, 'street_segments_count': 28, 'node_density_km': 5.217013725320813, 'intersection_density_km': 4.414396229117611, 'edge_density_km': 4129.130319925817, 'street_density_km': 2064.565159962908, 'circuity_avg': 1.1556804804499081, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1556804804499081\n", - "5357\n", - "25928572.134583794\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 43, 'm': 86, 'k_avg': 4.0, 'intersection_count': 24, 'streets_per_node_avg': 2.116279069767442, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4418604651162791, 2: 0.0, 3: 0.5581395348837209}, 'edge_length_total': 35530.73399999999, 'edge_length_avg': 413.1480697674417, 'street_length_total': 17765.367000000002, 'street_length_avg': 413.1480697674419, 'street_segments_count': 43, 'node_density_km': 1.6584021586999065, 'intersection_density_km': 0.9256198095069245, 'edge_density_km': 1370.3313015300498, 'street_density_km': 685.1656507650251, 'circuity_avg': 1.127645794655076, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.127645794655076\n", - "5358\n", - "17952020.776153155\n", - "{'n': 13, 'm': 24, 'k_avg': 3.6923076923076925, 'intersection_count': 11, 'streets_per_node_avg': 2.6923076923076925, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0, 3: 0.8461538461538461}, 'edge_length_total': 19094.091999999997, 'edge_length_avg': 795.5871666666666, 'street_length_total': 9547.046000000002, 'street_length_avg': 795.5871666666668, 'street_segments_count': 12, 'node_density_km': 0.724152459608823, 'intersection_density_km': 0.6127443888997733, 'edge_density_km': 1063.61797583055, 'street_density_km': 531.8089879152752, 'circuity_avg': 1.0724172932887144, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0724172932887144\n", - "5359\n", - "9967251.280702226\n", - "{'n': 19, 'm': 40, 'k_avg': 4.2105263157894735, 'intersection_count': 13, 'streets_per_node_avg': 2.4210526315789473, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 12, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3157894736842105, 2: 0.0, 3: 0.631578947368421, 4: 0.05263157894736842}, 'edge_length_total': 25743.041999999994, 'edge_length_avg': 643.5760499999999, 'street_length_total': 12871.520999999997, 'street_length_avg': 643.5760499999999, 'street_segments_count': 20, 'node_density_km': 1.9062427007119047, 'intersection_density_km': 1.3042713215397241, 'edge_density_km': 2582.7624161378935, 'street_density_km': 1291.3812080689468, 'circuity_avg': 1.1736100883039047, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1736100883039047\n", - "5360\n", - "6977069.626004405\n", - "{'n': 59, 'm': 132, 'k_avg': 4.47457627118644, 'intersection_count': 47, 'streets_per_node_avg': 2.6271186440677967, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 45, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2033898305084746, 2: 0.0, 3: 0.7627118644067796, 4: 0.03389830508474576}, 'edge_length_total': 34552.458000000006, 'edge_length_avg': 261.7610454545455, 'street_length_total': 17276.229000000003, 'street_length_avg': 261.7610454545455, 'street_segments_count': 66, 'node_density_km': 8.45627221206159, 'intersection_density_km': 6.7363524401168595, 'edge_density_km': 4952.287973624157, 'street_density_km': 2476.1439868120783, 'circuity_avg': 1.102242002061888, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.102242002061888\n", - "5361\n", - "11968645.542173779\n", - "{'n': 2, 'm': 4, 'k_avg': 4.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1337.228, 'edge_length_avg': 334.307, 'street_length_total': 668.614, 'street_length_avg': 334.307, 'street_segments_count': 2, 'node_density_km': 0.1671032860779963, 'intersection_density_km': 0.1671032860779963, 'edge_density_km': 111.72759651775343, 'street_density_km': 55.86379825887671, 'circuity_avg': 1.0072285072395575, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0072285072395575\n", - "5362\n", - "1993541.5631965438\n", - "error with entry 5362\n", - "5363\n", - "1993492.78943579\n", - "error with entry 5363\n", - "5364\n", - "1993798.0386288534\n", - "error with entry 5364\n", - "5365\n", - "6976687.927551839\n", - "{'n': 5, 'm': 10, 'k_avg': 4.0, 'intersection_count': 5, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 11768.978, 'edge_length_avg': 1176.8978, 'street_length_total': 5884.4890000000005, 'street_length_avg': 1176.8978000000002, 'street_segments_count': 5, 'node_density_km': 0.7166724457108589, 'intersection_density_km': 0.7166724457108589, 'edge_density_km': 1686.9004493554585, 'street_density_km': 843.4502246777294, 'circuity_avg': 1.1205724957986054, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1205724957986054\n", - "5366\n", - "1993732.4514929145\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 1729.3400000000001, 'edge_length_avg': 864.6700000000001, 'street_length_total': 864.6700000000001, 'street_length_avg': 864.6700000000001, 'street_segments_count': 1, 'node_density_km': 1.0031436256667199, 'intersection_density_km': 0.5015718128333599, 'edge_density_km': 867.3881988052428, 'street_density_km': 433.6940994026214, 'circuity_avg': 1.4645394281129176, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.4645394281129176\n", - "5367\n", - "5984052.87892921\n", - "{'n': 25, 'm': 50, 'k_avg': 4.0, 'intersection_count': 14, 'streets_per_node_avg': 2.12, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.44, 2: 0.0, 3: 0.56}, 'edge_length_total': 12670.61, 'edge_length_avg': 253.4122, 'street_length_total': 6335.305, 'street_length_avg': 253.4122, 'street_segments_count': 25, 'node_density_km': 4.177770568844558, 'intersection_density_km': 2.3395515185529527, 'edge_density_km': 2117.396061892302, 'street_density_km': 1058.698030946151, 'circuity_avg': 1.081112695256874, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.081112695256874\n", - "5368\n", - "997010.8170864563\n", - "error with entry 5368\n", - "5369\n", - "996879.0590460886\n", - "error with entry 5369\n", - "5370\n", - "998298.5056707069\n", - "error with entry 5370\n", - "5371\n", - "45873724.13583595\n", - "error with entry 5371\n", - "5372\n", - "22924051.433191307\n", - "{'n': 14, 'm': 36, 'k_avg': 5.142857142857143, 'intersection_count': 12, 'streets_per_node_avg': 2.7857142857142856, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 11, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7857142857142857, 4: 0.07142857142857142}, 'edge_length_total': 34807.41, 'edge_length_avg': 966.8725000000001, 'street_length_total': 17403.704999999998, 'street_length_avg': 966.8725, 'street_segments_count': 18, 'node_density_km': 0.6107122923188727, 'intersection_density_km': 0.5234676791304622, 'edge_density_km': 1518.3795107702038, 'street_density_km': 759.1897553851018, 'circuity_avg': 1.2185311558899035, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2185311558899035\n", - "5373\n", - "8970619.532365907\n", - "{'n': 74, 'm': 175, 'k_avg': 4.72972972972973, 'intersection_count': 55, 'streets_per_node_avg': 2.581081081081081, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 49, 4: 5, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25675675675675674, 2: 0.0, 3: 0.6621621621621622, 4: 0.06756756756756757, 5: 0.013513513513513514}, 'edge_length_total': 34178.75500000002, 'edge_length_avg': 195.30717142857154, 'street_length_total': 17152.857, 'street_length_avg': 186.44409782608696, 'street_segments_count': 92, 'node_density_km': 8.249151547784267, 'intersection_density_km': 6.131126150380198, 'edge_density_km': 3810.077428507965, 'street_density_km': 1912.115092844219, 'circuity_avg': 1.069482032232962, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069482032232962\n", - "5374\n", - "63788144.79786013\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 563, 'm': 1311, 'k_avg': 4.657193605683837, 'intersection_count': 421, 'streets_per_node_avg': 2.612788632326821, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 356, 4: 64, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2522202486678508, 2: 0.0, 3: 0.6323268206039077, 4: 0.11367673179396093, 5: 0.0017761989342806395}, 'edge_length_total': 296299.97199999983, 'edge_length_avg': 226.01065751334846, 'street_length_total': 152318.835, 'street_length_avg': 215.44389674681753, 'street_segments_count': 707, 'node_density_km': 8.826091459221852, 'intersection_density_km': 6.599972476611722, 'edge_density_km': 4645.063325465137, 'street_density_km': 2387.886267623663, 'circuity_avg': 1.0720374225225064, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0720374225225064\n", - "5375\n", - "997359.944902363\n", - "error with entry 5375\n", - "5376\n", - "18936424.851426587\n", - "{'n': 11, 'm': 26, 'k_avg': 4.7272727272727275, 'intersection_count': 11, 'streets_per_node_avg': 3.090909090909091, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 10, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.9090909090909091, 4: 0.09090909090909091}, 'edge_length_total': 32935.78199999999, 'edge_length_avg': 1266.760846153846, 'street_length_total': 16467.890999999992, 'street_length_avg': 1266.7608461538455, 'street_segments_count': 13, 'node_density_km': 0.580891065040258, 'intersection_density_km': 0.580891065040258, 'edge_density_km': 1739.2819530830686, 'street_density_km': 869.6409765415341, 'circuity_avg': 1.142014978896969, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.142014978896969\n", - "5377\n", - "17955029.476032093\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 3, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 6071.501999999999, 'edge_length_avg': 607.1501999999998, 'street_length_total': 3035.7509999999993, 'street_length_avg': 607.1501999999998, 'street_segments_count': 5, 'node_density_km': 0.33416820663031005, 'intersection_density_km': 0.16708410331515502, 'edge_density_km': 338.1504891487234, 'street_density_km': 169.0752445743617, 'circuity_avg': 1.3537720902255073, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3537720902255073\n", - "5378\n", - "996980.9040860271\n", - "error with entry 5378\n", - "5379\n", - "5982901.640380884\n", - "error with entry 5379\n", - "5380\n", - "996878.3729212666\n", - "error with entry 5380\n", - "5381\n", - "996757.9454836512\n", - "error with entry 5381\n", - "5382\n", - "3987295.6224323492\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 627.19, 'edge_length_avg': 156.7975, 'street_length_total': 313.595, 'street_length_avg': 156.7975, 'street_segments_count': 2, 'node_density_km': 0.752389660581506, 'intersection_density_km': 0.5015931070543374, 'edge_density_km': 157.29709040670494, 'street_density_km': 78.64854520335247, 'circuity_avg': 1.1565615663410018, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1565615663410018\n", - "5383\n", - "1994202.5833403855\n", - "{'n': 2, 'm': 4, 'k_avg': 4.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1440.8999999999999, 'edge_length_avg': 360.22499999999997, 'street_length_total': 720.45, 'street_length_avg': 360.225, 'street_segments_count': 2, 'node_density_km': 1.0029071352670218, 'intersection_density_km': 1.0029071352670218, 'edge_density_km': 722.5444456031257, 'street_density_km': 361.2722228015629, 'circuity_avg': 1.3461327929147164, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3461327929147164\n", - "5384\n", - "996746.712942351\n", - "error with entry 5384\n", - "5385\n", - "4983757.584811877\n", - "{'n': 15, 'm': 30, 'k_avg': 4.0, 'intersection_count': 10, 'streets_per_node_avg': 2.4, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 9, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6, 4: 0.06666666666666667}, 'edge_length_total': 14332.969999999996, 'edge_length_avg': 477.7656666666665, 'street_length_total': 7166.485, 'street_length_avg': 477.7656666666666, 'street_segments_count': 15, 'node_density_km': 3.00977721021441, 'intersection_density_km': 2.00651814014294, 'edge_density_km': 2875.9364307124547, 'street_density_km': 1437.9682153562278, 'circuity_avg': 1.015664658011392, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.015664658011392\n", - "5386\n", - "3986677.04601725\n", - "{'n': 42, 'm': 108, 'k_avg': 5.142857142857143, 'intersection_count': 34, 'streets_per_node_avg': 2.738095238095238, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 30, 4: 3, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19047619047619047, 2: 0.0, 3: 0.7142857142857143, 4: 0.07142857142857142, 5: 0.023809523809523808}, 'edge_length_total': 23094.855999999992, 'edge_length_avg': 213.8412592592592, 'street_length_total': 11547.428, 'street_length_avg': 213.84125925925926, 'street_segments_count': 54, 'node_density_km': 10.535089628581433, 'intersection_density_km': 8.528405889804018, 'edge_density_km': 5793.008998075753, 'street_density_km': 2896.5044990378774, 'circuity_avg': 1.1019796154351866, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1019796154351866\n", - "5387\n", - "12958434.804130264\n", - "{'n': 10, 'm': 18, 'k_avg': 3.6, 'intersection_count': 6, 'streets_per_node_avg': 2.3, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 5, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.5, 4: 0.1}, 'edge_length_total': 11332.728000000003, 'edge_length_avg': 629.5960000000001, 'street_length_total': 5666.364, 'street_length_avg': 629.596, 'street_segments_count': 9, 'node_density_km': 0.7716981372482333, 'intersection_density_km': 0.46301888234894, 'edge_density_km': 874.54450875409, 'street_density_km': 437.2722543770448, 'circuity_avg': 1.2935004596822364, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2935004596822364\n", - "5388\n", - "996739.5568648868\n", - "error with entry 5388\n", - "5389\n", - "997423.086623197\n", - "error with entry 5389\n", - "5390\n", - "996887.1933579383\n", - "error with entry 5390\n", - "5391\n", - "2995261.1806958313\n", - "error with entry 5391\n", - "5392\n", - "996755.7419782464\n", - "error with entry 5392\n", - "5393\n", - "9967882.912823489\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 229.51, 'edge_length_avg': 114.755, 'street_length_total': 114.755, 'street_length_avg': 114.755, 'street_segments_count': 1, 'node_density_km': 0.20064441140525824, 'intersection_density_km': 0.20064441140525824, 'edge_density_km': 23.02494943081041, 'street_density_km': 11.512474715405205, 'circuity_avg': 1.0000016452014857, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0000016452014857\n", - "5394\n", - "46843986.02624729\n", - "error with entry 5394\n", - "5395\n", - "996665.0468536566\n", - "error with entry 5395\n", - "5396\n", - "996676.741321251\n", - "error with entry 5396\n", - "5397\n", - "998462.1245780423\n", - "error with entry 5397\n", - "5398\n", - "2990747.4653573725\n", - "error with entry 5398\n", - "5399\n", - "996892.4449127577\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 2088.316, 'edge_length_avg': 1044.158, 'street_length_total': 1044.158, 'street_length_avg': 1044.158, 'street_segments_count': 1, 'node_density_km': 2.0062344841775066, 'intersection_density_km': 1.0031172420887533, 'edge_density_km': 2094.825786529817, 'street_density_km': 1047.4128932649085, 'circuity_avg': 1.2902996546656098, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2902996546656098\n", - "5400\n", - "1993995.923042336\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 933.7660000000001, 'edge_length_avg': 466.88300000000004, 'street_length_total': 466.88300000000004, 'street_length_avg': 466.88300000000004, 'street_segments_count': 1, 'node_density_km': 1.0030110778504016, 'intersection_density_km': 1.0030110778504016, 'edge_density_km': 468.2888210600291, 'street_density_km': 234.14441053001454, 'circuity_avg': 1.2215967617135224, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2215967617135224\n", - "5401\n", - "1993421.1621640776\n", - "error with entry 5401\n", - "5402\n", - "997273.553873866\n", - "error with entry 5402\n", - "5403\n", - "2990238.8203120916\n", - "error with entry 5403\n", - "5404\n", - "4983680.860038953\n", - "error with entry 5404\n", - "5405\n", - "1993368.7445508738\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1014.2280000000001, 'edge_length_avg': 507.11400000000003, 'street_length_total': 507.11400000000003, 'street_length_avg': 507.11400000000003, 'street_segments_count': 1, 'node_density_km': 1.003326657683007, 'intersection_density_km': 1.003326657683007, 'edge_density_km': 508.8009946842605, 'street_density_km': 254.40049734213025, 'circuity_avg': 1.3092145233552106, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3092145233552106\n", - "5406\n", - "2990401.968648279\n", - "error with entry 5406\n", - "5407\n", - "996820.9917330514\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 185.304, 'edge_length_avg': 92.652, 'street_length_total': 92.652, 'street_length_avg': 92.652, 'street_segments_count': 1, 'node_density_km': 2.0063782931806475, 'intersection_density_km': 2.0063782931806475, 'edge_density_km': 185.89496161977337, 'street_density_km': 92.94748080988668, 'circuity_avg': 1.000002900062397, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.000002900062397\n", - "5408\n", - "26915478.875260364\n", - "{'n': 14, 'm': 28, 'k_avg': 4.0, 'intersection_count': 13, 'streets_per_node_avg': 2.857142857142857, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07142857142857142, 2: 0.0, 3: 0.9285714285714286}, 'edge_length_total': 24990.519999999997, 'edge_length_avg': 892.5185714285714, 'street_length_total': 12528.061000000002, 'street_length_avg': 835.2040666666668, 'street_segments_count': 15, 'node_density_km': 0.5201467922931232, 'intersection_density_km': 0.4829934499864716, 'edge_density_km': 928.4813439812243, 'street_density_km': 465.45933877161275, 'circuity_avg': 1.0272690513930205, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0272690513930205\n", - "5409\n", - "18935569.05908343\n", - "{'n': 102, 'm': 250, 'k_avg': 4.901960784313726, 'intersection_count': 82, 'streets_per_node_avg': 2.735294117647059, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 69, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19607843137254902, 2: 0.0, 3: 0.6764705882352942, 4: 0.12745098039215685}, 'edge_length_total': 73625.14000000006, 'edge_length_avg': 294.50056000000023, 'street_length_total': 36812.57, 'street_length_avg': 294.50056, 'street_segments_count': 125, 'node_density_km': 5.386687861438757, 'intersection_density_km': 4.330474555274295, 'edge_density_km': 3888.1926268110724, 'street_density_km': 1944.0963134055346, 'circuity_avg': 1.12503908079263, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.12503908079263\n", - "5410\n", - "6977480.639545997\n", - "{'n': 23, 'm': 60, 'k_avg': 5.217391304347826, 'intersection_count': 21, 'streets_per_node_avg': 2.9130434782608696, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 19, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08695652173913043, 2: 0.0, 3: 0.8260869565217391, 4: 0.08695652173913043}, 'edge_length_total': 15897.228000000003, 'edge_length_avg': 264.95380000000006, 'street_length_total': 7948.614000000001, 'street_length_avg': 264.95380000000006, 'street_segments_count': 30, 'node_density_km': 3.2963187127519626, 'intersection_density_km': 3.009682302947444, 'edge_density_km': 2278.362179881933, 'street_density_km': 1139.1810899409666, 'circuity_avg': 1.14222342333775, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.14222342333775\n", - "5411\n", - "996776.3020713604\n", - "error with entry 5411\n", - "5412\n", - "1993432.4446512638\n", - "error with entry 5412\n", - "5413\n", - "1993510.4457096702\n", - "error with entry 5413\n", - "5414\n", - "996659.2709578237\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 1518.578, 'edge_length_avg': 379.6445, 'street_length_total': 759.289, 'street_length_avg': 379.6445, 'street_segments_count': 2, 'node_density_km': 3.0100557807653736, 'intersection_density_km': 2.0067038538435824, 'edge_density_km': 1523.6681624810399, 'street_density_km': 761.8340812405199, 'circuity_avg': 1.0514072272495927, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0514072272495927\n", - "5415\n", - "1994150.4662448736\n", - "error with entry 5415\n", - "5416\n", - "2989752.9870142075\n", - "error with entry 5416\n", - "5417\n", - "996766.7442365661\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 489.2660000000001, 'edge_length_avg': 244.63300000000004, 'street_length_total': 244.633, 'street_length_avg': 244.633, 'street_segments_count': 1, 'node_density_km': 2.006487487232352, 'intersection_density_km': 1.003243743616176, 'edge_density_km': 490.85305346411207, 'street_density_km': 245.426526732056, 'circuity_avg': 1.0145821241650048, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0145821241650048\n", - "5418\n", - "3988300.012531733\n", - "error with entry 5418\n", - "5419\n", - "996638.7929612831\n", - "error with entry 5419\n", - "5420\n", - "19932161.08790853\n", - "{'n': 135, 'm': 328, 'k_avg': 4.859259259259259, 'intersection_count': 118, 'streets_per_node_avg': 2.785185185185185, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 113, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1259259259259259, 2: 0.0, 3: 0.837037037037037, 4: 0.037037037037037035}, 'edge_length_total': 80638.38199999991, 'edge_length_avg': 245.84872560975583, 'street_length_total': 40319.191, 'street_length_avg': 245.8487256097561, 'street_segments_count': 164, 'node_density_km': 6.772973557889577, 'intersection_density_km': 5.920080591340518, 'edge_density_km': 4045.641696570357, 'street_density_km': 2022.8208482851805, 'circuity_avg': 1.0777957310634665, 'self_loop_proportion': 0.006097560975609756, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0777957310634665\n", - "5421\n", - "1993435.3230408477\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 85.292, 'edge_length_avg': 42.646, 'street_length_total': 42.64600000000001, 'street_length_avg': 42.64600000000001, 'street_segments_count': 1, 'node_density_km': 1.0032931477050073, 'intersection_density_km': 0.5016465738525037, 'edge_density_km': 42.786439577027735, 'street_density_km': 21.39321978851387, 'circuity_avg': 1.0341169392041658, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0341169392041658\n", - "5422\n", - "996639.214206833\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 5422\n", - "5423\n", - "5979867.790311968\n", - "{'n': 9, 'm': 16, 'k_avg': 3.5555555555555554, 'intersection_count': 8, 'streets_per_node_avg': 2.7777777777777777, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.8888888888888888}, 'edge_length_total': 9376.170000000002, 'edge_length_avg': 586.0106250000001, 'street_length_total': 4688.085, 'street_length_avg': 586.010625, 'street_segments_count': 8, 'node_density_km': 1.5050499970218358, 'intersection_density_km': 1.3378222195749652, 'edge_density_km': 1567.9560700640254, 'street_density_km': 783.9780350320126, 'circuity_avg': 1.0380083349548679, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0380083349548679\n", - "5424\n", - "996644.8580424646\n", - "error with entry 5424\n", - "5425\n", - "997566.56913931\n", - "error with entry 5425\n", - "5426\n", - "1993417.9349315944\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 941.458, 'edge_length_avg': 470.729, 'street_length_total': 470.72900000000004, 'street_length_avg': 470.72900000000004, 'street_segments_count': 1, 'node_density_km': 1.0033018991918679, 'intersection_density_km': 0.5016509495959339, 'edge_density_km': 472.2832997046888, 'street_density_km': 236.14164985234441, 'circuity_avg': 1.03901024323536, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03901024323536\n", - "5427\n", - "1994180.1590917928\n", - "error with entry 5427\n", - "5428\n", - "997060.9191725848\n", - "error with entry 5428\n", - "5429\n", - "997405.1437946203\n", - "error with entry 5429\n", - "5430\n", - "110643100.7366598\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 2, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 15916.963999999998, 'edge_length_avg': 2652.827333333333, 'street_length_total': 7958.482000000001, 'street_length_avg': 2652.8273333333336, 'street_segments_count': 3, 'node_density_km': 0.03615227676527566, 'intersection_density_km': 0.01807613838263783, 'edge_density_km': 143.85862194773227, 'street_density_km': 71.92931097386615, 'circuity_avg': 1.3719077339970847, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3719077339970847\n", - "5431\n", - "996899.9116352741\n", - "error with entry 5431\n", - "5432\n", - "996630.675715815\n", - "error with entry 5432\n", - "5433\n", - "38867863.17372363\n", - "error with entry 5433\n", - "5434\n", - "4983233.281437176\n", - "{'n': 33, 'm': 90, 'k_avg': 5.454545454545454, 'intersection_count': 26, 'streets_per_node_avg': 2.787878787878788, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 19, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21212121212121213, 2: 0.0, 3: 0.5757575757575758, 4: 0.21212121212121213}, 'edge_length_total': 27911.558, 'edge_length_avg': 310.12842222222224, 'street_length_total': 13955.778999999999, 'street_length_avg': 310.1284222222222, 'street_segments_count': 45, 'node_density_km': 6.622206534646262, 'intersection_density_km': 5.217496057600085, 'edge_density_km': 5601.093993326004, 'street_density_km': 2800.5469966630017, 'circuity_avg': 1.2076813215613837, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2076813215613837\n", - "5435\n", - "996868.8260780368\n", - "error with entry 5435\n", - "5436\n", - "1993200.1704572733\n", - "error with entry 5436\n", - "5437\n", - "996749.8384398037\n", - "error with entry 5437\n", - "5438\n", - "996604.5551810382\n", - "{'n': 11, 'm': 22, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 2.272727272727273, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.36363636363636365, 2: 0.0, 3: 0.6363636363636364}, 'edge_length_total': 4690.527999999999, 'edge_length_avg': 213.20581818181816, 'street_length_total': 2345.264, 'street_length_avg': 213.2058181818182, 'street_segments_count': 11, 'node_density_km': 11.03747714458499, 'intersection_density_km': 7.02384909200863, 'edge_density_km': 4706.5086905487215, 'street_density_km': 2353.254345274361, 'circuity_avg': 1.132406608896726, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.132406608896726\n", - "5439\n", - "15946786.809105663\n", - "{'n': 881, 'm': 2214, 'k_avg': 5.026106696935301, 'intersection_count': 742, 'streets_per_node_avg': 2.8036322360953463, 'streets_per_node_counts': {0: 0, 1: 139, 2: 1, 3: 637, 4: 102, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15777525539160045, 2: 0.0011350737797956867, 3: 0.7230419977298524, 4: 0.11577752553916004, 5: 0.0022701475595913734}, 'edge_length_total': 249813.3589999999, 'edge_length_avg': 112.83349548328813, 'street_length_total': 135372.58, 'street_length_avg': 113.56760067114092, 'street_segments_count': 1192, 'node_density_km': 55.24623929235364, 'intersection_density_km': 46.52974977857708, 'edge_density_km': 15665.435425358277, 'street_density_km': 8489.019237574672, 'circuity_avg': 1.0309866122173499, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0309866122173499\n", - "5440\n", - "996694.1151477041\n", - "error with entry 5440\n", - "5441\n", - "7972526.163158506\n", - "{'n': 60, 'm': 142, 'k_avg': 4.733333333333333, 'intersection_count': 49, 'streets_per_node_avg': 2.683333333333333, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 46, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18333333333333332, 2: 0.0, 3: 0.7666666666666667, 4: 0.05}, 'edge_length_total': 36746.657999999996, 'edge_length_avg': 258.7792816901408, 'street_length_total': 18373.329, 'street_length_avg': 258.77928169014086, 'street_segments_count': 71, 'node_density_km': 7.525845481356134, 'intersection_density_km': 6.14610714310751, 'edge_density_km': 4609.16116773732, 'street_density_km': 2304.5805838686606, 'circuity_avg': 1.057746009936752, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057746009936752\n", - "5442\n", - "996606.1367342037\n", - "{'n': 47, 'm': 112, 'k_avg': 4.76595744680851, 'intersection_count': 38, 'streets_per_node_avg': 2.723404255319149, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 33, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19148936170212766, 2: 0.0, 3: 0.7021276595744681, 4: 0.10638297872340426}, 'edge_length_total': 9806.498000000005, 'edge_length_avg': 87.5580178571429, 'street_length_total': 4903.249, 'street_length_avg': 87.55801785714286, 'street_segments_count': 56, 'node_density_km': 47.160054777522376, 'intersection_density_km': 38.12940599033724, 'edge_density_km': 9839.893252248168, 'street_density_km': 4919.946626124081, 'circuity_avg': 1.0298217517299455, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0298217517299455\n", - "5443\n", - "996802.9979863393\n", - "error with entry 5443\n", - "5444\n", - "997253.5739977704\n", - "error with entry 5444\n", - "5445\n", - "996761.490217627\n", - "error with entry 5445\n", - "5446\n", - "12954950.754984686\n", - "{'n': 57, 'm': 122, 'k_avg': 4.280701754385965, 'intersection_count': 39, 'streets_per_node_avg': 2.491228070175439, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 33, 4: 5, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3157894736842105, 2: 0.0, 3: 0.5789473684210527, 4: 0.08771929824561403, 5: 0.017543859649122806}, 'edge_length_total': 38737.55599999998, 'edge_length_avg': 317.520950819672, 'street_length_total': 19368.778000000006, 'street_length_avg': 317.52095081967224, 'street_segments_count': 61, 'node_density_km': 4.399862344368084, 'intersection_density_km': 3.0104321303571098, 'edge_density_km': 2990.1739290745586, 'street_density_km': 1495.0869645372804, 'circuity_avg': 1.0524390069182152, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0524390069182152\n", - "5447\n", - "996772.6367016284\n", - "error with entry 5447\n", - "5448\n", - "1993598.380099422\n", - "error with entry 5448\n", - "5449\n", - "996783.212308106\n", - "error with entry 5449\n", - "5450\n", - "1995753.443799203\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 5450\n", - "5451\n", - "6976108.8539659\n", - "{'n': 45, 'm': 102, 'k_avg': 4.533333333333333, 'intersection_count': 35, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 33, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.7333333333333333, 4: 0.044444444444444446}, 'edge_length_total': 29652.708000000006, 'edge_length_avg': 290.7128235294118, 'street_length_total': 14826.354, 'street_length_avg': 290.71282352941176, 'street_segments_count': 51, 'node_density_km': 6.450587418001314, 'intersection_density_km': 5.017123547334355, 'edge_density_km': 4250.60855854371, 'street_density_km': 2125.3042792718543, 'circuity_avg': 1.1010418274708493, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1010418274708493\n", - "5452\n", - "1993564.9726281185\n", - "error with entry 5452\n", - "5453\n", - "996794.1527940575\n", - "error with entry 5453\n", - "5454\n", - "996795.371319846\n", - "error with entry 5454\n", - "5455\n", - "1993117.2113701166\n", - "{'n': 64, 'm': 162, 'k_avg': 5.0625, 'intersection_count': 53, 'streets_per_node_avg': 2.703125, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 50, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.171875, 2: 0.0, 3: 0.78125, 4: 0.046875}, 'edge_length_total': 16357.779999999995, 'edge_length_avg': 100.97395061728392, 'street_length_total': 8178.890000000002, 'street_length_avg': 100.97395061728398, 'street_segments_count': 81, 'node_density_km': 32.11050490904389, 'intersection_density_km': 26.591511877801974, 'edge_density_km': 8207.13398423531, 'street_density_km': 4103.566992117658, 'circuity_avg': 1.0718469333165277, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0718469333165277\n", - "5456\n", - "996801.6612462522\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 4, 'streets_per_node_avg': 2.142857142857143, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.42857142857142855, 2: 0.0, 3: 0.5714285714285714}, 'edge_length_total': 4419.944, 'edge_length_avg': 368.3286666666667, 'street_length_total': 2209.972, 'street_length_avg': 368.3286666666667, 'street_segments_count': 6, 'node_density_km': 7.022460206625502, 'intersection_density_km': 4.012834403786001, 'edge_density_km': 4434.125836501878, 'street_density_km': 2217.062918250939, 'circuity_avg': 1.3660153829600057, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3660153829600057\n", - "5457\n", - "996713.6532195407\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 186.204, 'edge_length_avg': 93.102, 'street_length_total': 93.102, 'street_length_avg': 93.102, 'street_segments_count': 1, 'node_density_km': 2.006594364930878, 'intersection_density_km': 2.006594364930878, 'edge_density_km': 186.81794856379463, 'street_density_km': 93.40897428189731, 'circuity_avg': 1.0010985941881985, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0010985941881985\n", - "5458\n", - "1994282.324712037\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 2067.726, 'edge_length_avg': 516.9315, 'street_length_total': 1033.8629999999998, 'street_length_avg': 516.9314999999999, 'street_segments_count': 2, 'node_density_km': 1.5043005510431842, 'intersection_density_km': 1.0028670340287895, 'edge_density_km': 1036.8271204021064, 'street_density_km': 518.4135602010531, 'circuity_avg': 1.6076481051271134, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.6076481051271134\n", - "5459\n", - "3986214.3121627853\n", - "error with entry 5459\n", - "5460\n", - "996598.8310922188\n", - "error with entry 5460\n", - "5461\n", - "6976417.297133412\n", - "{'n': 51, 'm': 122, 'k_avg': 4.784313725490196, 'intersection_count': 38, 'streets_per_node_avg': 2.549019607843137, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 35, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2549019607843137, 2: 0.0, 3: 0.6862745098039216, 4: 0.058823529411764705}, 'edge_length_total': 17968.34399999999, 'edge_length_avg': 147.28150819672123, 'street_length_total': 8984.171999999999, 'street_length_avg': 147.2815081967213, 'street_segments_count': 61, 'node_density_km': 7.3103425193552765, 'intersection_density_km': 5.446921877166677, 'edge_density_km': 2575.583316580435, 'street_density_km': 1287.791658290218, 'circuity_avg': 1.1291146665575076, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1291146665575076\n", - "5462\n", - "2989676.691240443\n", - "error with entry 5462\n", - "5463\n", - "3986321.4960549213\n", - "error with entry 5463\n", - "5464\n", - "996848.9677398137\n", - "{'n': 9, 'm': 16, 'k_avg': 3.5555555555555554, 'intersection_count': 5, 'streets_per_node_avg': 2.111111111111111, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4444444444444444, 2: 0.0, 3: 0.5555555555555556}, 'edge_length_total': 1965.3080000000002, 'edge_length_avg': 122.83175000000001, 'street_length_total': 982.6539999999999, 'street_length_avg': 122.83174999999999, 'street_segments_count': 8, 'node_density_km': 9.028448933850006, 'intersection_density_km': 5.0158049632500035, 'edge_density_km': 1971.5203241429876, 'street_density_km': 985.7601620714936, 'circuity_avg': 1.010510071942735, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.010510071942735\n", - "5465\n", - "32892054.744012684\n", - "error with entry 5465\n", - "5466\n", - "8969373.76658453\n", - "error with entry 5466\n", - "5467\n", - "2990051.511296587\n", - "error with entry 5467\n", - "5468\n", - "11960168.090980537\n", - "{'n': 228, 'm': 600, 'k_avg': 5.2631578947368425, 'intersection_count': 184, 'streets_per_node_avg': 2.7719298245614037, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 148, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19298245614035087, 2: 0.0, 3: 0.6491228070175439, 4: 0.15789473684210525}, 'edge_length_total': 94521.81799999997, 'edge_length_avg': 157.53636333333327, 'street_length_total': 47260.909000000014, 'street_length_avg': 157.53636333333338, 'street_segments_count': 300, 'node_density_km': 19.063277227009923, 'intersection_density_km': 15.38439916565713, 'edge_density_km': 7903.050967258667, 'street_density_km': 3951.5254836293357, 'circuity_avg': 1.0671558754334602, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0671558754334602\n", - "5469\n", - "996600.6135368354\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 0, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.6666666666666666, 2: 0.0, 3: 0.0, 4: 0.3333333333333333}, 'edge_length_total': 1648.462, 'edge_length_avg': 412.1155, 'street_length_total': 824.231, 'street_length_avg': 412.1155, 'street_segments_count': 2, 'node_density_km': 3.010232945124629, 'intersection_density_km': 1.0034109817082095, 'edge_density_km': 1654.0848737286785, 'street_density_km': 827.0424368643393, 'circuity_avg': 1.0001241886071661, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0001241886071661\n", - "5470\n", - "996571.5064049786\n", - "error with entry 5470\n", - "5471\n", - "43855684.225604035\n", - "{'n': 167, 'm': 397, 'k_avg': 4.754491017964072, 'intersection_count': 143, 'streets_per_node_avg': 2.808383233532934, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 127, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1437125748502994, 2: 0.0, 3: 0.7604790419161677, 4: 0.09580838323353294}, 'edge_length_total': 122236.94600000003, 'edge_length_avg': 307.90162720403026, 'street_length_total': 62338.23199999999, 'street_length_avg': 294.04826415094334, 'street_segments_count': 212, 'node_density_km': 3.8079442368499463, 'intersection_density_km': 3.2606947656858822, 'edge_density_km': 2787.254335633762, 'street_density_km': 1421.4401873042807, 'circuity_avg': 1.062179634296837, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062179634296837\n", - "5472\n", - "3986467.8446648074\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 1055.336, 'edge_length_avg': 527.668, 'street_length_total': 527.668, 'street_length_avg': 527.668, 'street_segments_count': 1, 'node_density_km': 0.5016972613178484, 'intersection_density_km': 0.2508486306589242, 'edge_density_km': 264.72959048506647, 'street_density_km': 132.36479524253323, 'circuity_avg': 1.0235126197541031, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0235126197541031\n", - "5473\n", - "2989973.5886326684\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 2622.014, 'edge_length_avg': 655.5035, 'street_length_total': 1311.007, 'street_length_avg': 655.5035, 'street_segments_count': 2, 'node_density_km': 1.0033533444594462, 'intersection_density_km': 1.0033533444594462, 'edge_density_km': 876.9355053731634, 'street_density_km': 438.4677526865817, 'circuity_avg': 1.1114969777042225, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1114969777042225\n", - "5474\n", - "996839.0353562884\n", - "error with entry 5474\n", - "5475\n", - "996557.8570115496\n", - "{'n': 2, 'm': 4, 'k_avg': 4.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 3043.004, 'edge_length_avg': 760.751, 'street_length_total': 1521.502, 'street_length_avg': 760.751, 'street_segments_count': 2, 'node_density_km': 2.0069080645227615, 'intersection_density_km': 2.0069080645227615, 'edge_density_km': 3053.5146339875105, 'street_density_km': 1526.7573169937552, 'circuity_avg': 1.399614903944746, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.399614903944746\n", - "5476\n", - "1993311.373090067\n", - "error with entry 5476\n", - "5477\n", - "1993408.7510063555\n", - "{'n': 22, 'm': 60, 'k_avg': 5.454545454545454, 'intersection_count': 22, 'streets_per_node_avg': 3.227272727272727, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 17, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.7727272727272727, 4: 0.22727272727272727}, 'edge_length_total': 7936.758000000003, 'edge_length_avg': 132.27930000000006, 'street_length_total': 3968.3790000000013, 'street_length_avg': 132.27930000000003, 'street_segments_count': 30, 'node_density_km': 11.036371737052667, 'intersection_density_km': 11.036371737052667, 'edge_density_km': 3981.5005306830312, 'street_density_km': 1990.7502653415154, 'circuity_avg': 1.0154167743525602, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0154167743525602\n", - "5478\n", - "2989601.3512158487\n", - "{'n': 3, 'm': 6, 'k_avg': 4.0, 'intersection_count': 3, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 4139.642, 'edge_length_avg': 689.9403333333333, 'street_length_total': 2069.821, 'street_length_avg': 689.9403333333333, 'street_segments_count': 3, 'node_density_km': 1.0034782727068017, 'intersection_density_km': 1.0034782727068017, 'edge_density_km': 1384.6802679281764, 'street_density_km': 692.3401339640882, 'circuity_avg': 2.0420447799918846, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 2.0420447799918846\n", - "5479\n", - "996670.5512723983\n", - "error with entry 5479\n", - "5480\n", - "1993917.7738182917\n", - "error with entry 5480\n", - "5481\n", - "996823.6670518636\n", - "error with entry 5481\n", - "5482\n", - "1993178.2232776652\n", - "error with entry 5482\n", - "5483\n", - "996593.4287260962\n", - "error with entry 5483\n", - "5484\n", - "2992050.946374141\n", - "error with entry 5484\n", - "5485\n", - "996835.9150266673\n", - "error with entry 5485\n", - "5486\n", - "996672.4440877795\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 1548.686, 'edge_length_avg': 387.1715, 'street_length_total': 774.343, 'street_length_avg': 387.1715, 'street_segments_count': 2, 'node_density_km': 3.0100159965251154, 'intersection_density_km': 2.0066773310167436, 'edge_density_km': 1553.8565445314982, 'street_density_km': 776.9282722657491, 'circuity_avg': 1.0888356659794192, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0888356659794192\n", - "5487\n", - "996830.4925846944\n", - "error with entry 5487\n", - "5488\n", - "997358.6898286972\n", - "error with entry 5488\n", - "5489\n", - "997370.0524125705\n", - "error with entry 5489\n", - "5490\n", - "996622.2917493167\n", - "error with entry 5490\n", - "5491\n", - "996688.4392488588\n", - "error with entry 5491\n", - "5492\n", - "996628.8166987456\n", - "error with entry 5492\n", - "5493\n", - "4982348.9307251135\n", - "{'n': 132, 'm': 308, 'k_avg': 4.666666666666667, 'intersection_count': 116, 'streets_per_node_avg': 2.856060606060606, 'streets_per_node_counts': {0: 0, 1: 16, 2: 1, 3: 102, 4: 12, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12121212121212122, 2: 0.007575757575757576, 3: 0.7727272727272727, 4: 0.09090909090909091, 5: 0.007575757575757576}, 'edge_length_total': 45871.13699999998, 'edge_length_avg': 148.93226298701293, 'street_length_total': 25634.571999999996, 'street_length_avg': 143.20989944134075, 'street_segments_count': 179, 'node_density_km': 26.493527818973767, 'intersection_density_km': 23.282191113643613, 'edge_density_km': 9206.729122708002, 'street_density_km': 5145.077624314287, 'circuity_avg': 1.0611686802774973, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0611686802774973\n", - "5494\n", - "996519.2395785681\n", - "error with entry 5494\n", - "5495\n", - "996654.8294922425\n", - "{'n': 2, 'm': 4, 'k_avg': 4.0, 'intersection_count': 2, 'streets_per_node_avg': 4.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 0, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.0, 4: 1.0}, 'edge_length_total': 644.314, 'edge_length_avg': 161.0785, 'street_length_total': 322.15700000000004, 'street_length_avg': 161.07850000000002, 'street_segments_count': 2, 'node_density_km': 2.0067127964642717, 'intersection_density_km': 2.0067127964642717, 'edge_density_km': 646.4765743705404, 'street_density_km': 323.2382871852703, 'circuity_avg': 2.0936817853934566, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 2.0936817853934566\n", - "5496\n", - "997017.1939562917\n", - "{'n': 11, 'm': 24, 'k_avg': 4.363636363636363, 'intersection_count': 10, 'streets_per_node_avg': 2.8181818181818183, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09090909090909091, 2: 0.0, 3: 0.9090909090909091}, 'edge_length_total': 2646.7680000000005, 'edge_length_avg': 110.28200000000002, 'street_length_total': 1323.3839999999998, 'street_length_avg': 110.28199999999998, 'street_segments_count': 12, 'node_density_km': 11.032909027727591, 'intersection_density_km': 10.029917297934173, 'edge_density_km': 2654.686414681864, 'street_density_km': 1327.3432073409315, 'circuity_avg': 1.0301064852839088, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0301064852839088\n", - "5497\n", - "2989605.3855681727\n", - "{'n': 35, 'm': 90, 'k_avg': 5.142857142857143, 'intersection_count': 32, 'streets_per_node_avg': 2.857142857142857, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 31, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08571428571428572, 2: 0.0, 3: 0.8857142857142857, 4: 0.02857142857142857}, 'edge_length_total': 16395.737999999994, 'edge_length_avg': 182.1748666666666, 'street_length_total': 8197.868999999999, 'street_length_avg': 182.17486666666665, 'street_segments_count': 45, 'node_density_km': 11.707230716453996, 'intersection_density_km': 10.703753797900795, 'edge_density_km': 5484.248215215198, 'street_density_km': 2742.1241076075994, 'circuity_avg': 1.0575715437900755, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0575715437900755\n", - "5498\n", - "3986171.018914961\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 15, 'm': 32, 'k_avg': 4.266666666666667, 'intersection_count': 10, 'streets_per_node_avg': 2.4, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 9, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6, 4: 0.06666666666666667}, 'edge_length_total': 5551.732000000001, 'edge_length_avg': 173.49162500000003, 'street_length_total': 2775.866, 'street_length_avg': 173.491625, 'street_segments_count': 16, 'node_density_km': 3.7630096473088637, 'intersection_density_km': 2.508673098205909, 'edge_density_km': 1392.748071684889, 'street_density_km': 696.3740358424444, 'circuity_avg': 1.0981281199460775, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0981281199460775\n", - "5499\n", - "996510.1501249184\n", - "error with entry 5499\n", - "5500\n", - "1992976.002950732\n", - "error with entry 5500\n", - "5501\n", - "997289.9240471226\n", - "error with entry 5501\n", - "5502\n", - "996683.8232630574\n", - "error with entry 5502\n", - "5503\n", - "996502.7953581855\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 3.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.6666666666666666, 4: 0.3333333333333333}, 'edge_length_total': 2410.6620000000003, 'edge_length_avg': 602.6655000000001, 'street_length_total': 1205.3310000000001, 'street_length_avg': 602.6655000000001, 'street_segments_count': 2, 'node_density_km': 3.0105284340137475, 'intersection_density_km': 3.0105284340137475, 'edge_density_km': 2419.122165265483, 'street_density_km': 1209.5610826327415, 'circuity_avg': 1.0373066842651786, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0373066842651786\n", - "5504\n", - "997361.5762202872\n", - "error with entry 5504\n", - "5505\n", - "4982403.861005079\n", - "error with entry 5505\n", - "5506\n", - "1993465.8441153227\n", - "error with entry 5506\n", - "5507\n", - "996725.4301648522\n", - "error with entry 5507\n", - "5508\n", - "997705.5915399735\n", - "error with entry 5508\n", - "5509\n", - "10961105.331393238\n", - "{'n': 35, 'm': 87, 'k_avg': 4.9714285714285715, 'intersection_count': 31, 'streets_per_node_avg': 2.857142857142857, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 28, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11428571428571428, 2: 0.0, 3: 0.8, 4: 0.08571428571428572}, 'edge_length_total': 17918.397999999997, 'edge_length_avg': 205.9585977011494, 'street_length_total': 8993.42, 'street_length_avg': 199.8537777777778, 'street_segments_count': 45, 'node_density_km': 3.1931086274445315, 'intersection_density_km': 2.8281819271651565, 'edge_density_km': 1634.725464108138, 'street_density_km': 820.4847712066343, 'circuity_avg': 1.0184343119865953, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0184343119865953\n", - "5510\n", - "997404.8598966117\n", - "error with entry 5510\n", - "5511\n", - "996494.1072953044\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 2136.404, 'edge_length_avg': 534.101, 'street_length_total': 1068.202, 'street_length_avg': 534.101, 'street_segments_count': 2, 'node_density_km': 3.010554681695644, 'intersection_density_km': 3.010554681695644, 'edge_density_km': 2143.9203547311004, 'street_density_km': 1071.9601773655502, 'circuity_avg': 1.0153852251065887, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0153852251065887\n", - "5512\n", - "996451.1115228186\n", - "error with entry 5512\n", - "5513\n", - "4982387.472496025\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 0, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.0, 4: 0.5}, 'edge_length_total': 882.2340000000002, 'edge_length_avg': 441.1170000000001, 'street_length_total': 441.117, 'street_length_avg': 441.117, 'street_segments_count': 1, 'node_density_km': 0.40141398296308345, 'intersection_density_km': 0.20070699148154172, 'edge_density_km': 177.0705319227265, 'street_density_km': 88.53526596136325, 'circuity_avg': 1.016882369736481, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.016882369736481\n", - "5514\n", - "996920.8139501123\n", - "error with entry 5514\n", - "5515\n", - "4982375.141145252\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1204.716, 'edge_length_avg': 602.358, 'street_length_total': 602.3580000000001, 'street_length_avg': 602.3580000000001, 'street_segments_count': 1, 'node_density_km': 0.4014149764604596, 'intersection_density_km': 0.4014149764604596, 'edge_density_km': 241.7955223907695, 'street_density_km': 120.89776119538477, 'circuity_avg': 1.0007529932642405, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0007529932642405\n", - "5516\n", - "2994878.161176626\n", - "{'n': 48, 'm': 112, 'k_avg': 4.666666666666667, 'intersection_count': 36, 'streets_per_node_avg': 2.5416666666666665, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 34, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.7083333333333334, 4: 0.041666666666666664}, 'edge_length_total': 12328.715000000004, 'edge_length_avg': 110.07781250000004, 'street_length_total': 6201.031999999997, 'street_length_avg': 106.91434482758616, 'street_segments_count': 58, 'node_density_km': 16.027363190341536, 'intersection_density_km': 12.02052239275615, 'edge_density_km': 4116.599853650241, 'street_density_km': 2070.5456670610397, 'circuity_avg': 1.0746960750691978, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0746960750691978\n", - "5517\n", - "996499.8586288803\n", - "error with entry 5517\n", - "5518\n", - "996755.5046050674\n", - "{'n': 13, 'm': 26, 'k_avg': 4.0, 'intersection_count': 9, 'streets_per_node_avg': 2.3846153846153846, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3076923076923077, 2: 0.0, 3: 0.6923076923076923}, 'edge_length_total': 3007.691999999999, 'edge_length_avg': 115.6804615384615, 'street_length_total': 1503.846, 'street_length_avg': 115.68046153846154, 'street_segments_count': 13, 'node_density_km': 13.042315733336066, 'intersection_density_km': 9.029295507694199, 'edge_density_km': 3017.482207125308, 'street_density_km': 1508.7411035626544, 'circuity_avg': 1.154926223391393, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.154926223391393\n", - "5519\n", - "1992845.2368459017\n", - "{'n': 11, 'm': 30, 'k_avg': 5.454545454545454, 'intersection_count': 11, 'streets_per_node_avg': 3.272727272727273, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 8, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.7272727272727273, 4: 0.2727272727272727}, 'edge_length_total': 3642.744, 'edge_length_avg': 121.4248, 'street_length_total': 1821.3720000000003, 'street_length_avg': 121.42480000000002, 'street_segments_count': 15, 'node_density_km': 5.519746238503609, 'intersection_density_km': 5.519746238503609, 'edge_density_km': 1827.9111356210537, 'street_density_km': 913.955567810527, 'circuity_avg': 1.0563583155909289, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0563583155909289\n", - "5520\n", - "2990629.3247231888\n", - "error with entry 5520\n", - "5521\n", - "4983924.699764781\n", - "{'n': 7, 'm': 16, 'k_avg': 4.571428571428571, 'intersection_count': 6, 'streets_per_node_avg': 2.7142857142857144, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.8571428571428571}, 'edge_length_total': 9090.699999999999, 'edge_length_avg': 568.1687499999999, 'street_length_total': 4545.35, 'street_length_avg': 568.16875, 'street_segments_count': 8, 'node_density_km': 1.4045156019974319, 'intersection_density_km': 1.2038705159977987, 'edge_density_km': 1824.0042832968645, 'street_density_km': 912.0021416484325, 'circuity_avg': 1.156440748620001, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.156440748620001\n", - "5522\n", - "2989372.767679429\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3, 'm': 6, 'k_avg': 4.0, 'intersection_count': 2, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 2896.996, 'edge_length_avg': 482.8326666666667, 'street_length_total': 1448.498, 'street_length_avg': 482.8326666666667, 'street_segments_count': 3, 'node_density_km': 1.0035550040581993, 'intersection_density_km': 0.6690366693721328, 'edge_density_km': 969.0982775121958, 'street_density_km': 484.5491387560979, 'circuity_avg': 1.5314758342446186, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.5314758342446186\n", - "5523\n", - "997126.7410483413\n", - "error with entry 5523\n", - "5524\n", - "4982481.974828565\n", - "error with entry 5524\n", - "5525\n", - "1993130.7057424276\n", - "{'n': 18, 'm': 36, 'k_avg': 4.0, 'intersection_count': 12, 'streets_per_node_avg': 2.4444444444444446, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 10, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5555555555555556, 4: 0.1111111111111111}, 'edge_length_total': 4379.31, 'edge_length_avg': 121.64750000000001, 'street_length_total': 2189.6549999999997, 'street_length_avg': 121.64749999999998, 'street_segments_count': 18, 'node_density_km': 9.031018361284602, 'intersection_density_km': 6.020678907523068, 'edge_density_km': 2197.201612208737, 'street_density_km': 1098.6008061043683, 'circuity_avg': 1.0560798079191753, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0560798079191753\n", - "5526\n", - "997812.0907111092\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 293.618, 'edge_length_avg': 146.809, 'street_length_total': 146.809, 'street_length_avg': 146.809, 'street_segments_count': 1, 'node_density_km': 2.0043854134646364, 'intersection_density_km': 2.0043854134646364, 'edge_density_km': 294.2618181653298, 'street_density_km': 147.1309090826649, 'circuity_avg': 1.2158829641659015, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2158829641659015\n", - "5527\n", - "2989120.357086743\n", - "{'n': 5, 'm': 10, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.8}, 'edge_length_total': 3373.3880000000004, 'edge_length_avg': 337.33880000000005, 'street_length_total': 1686.6940000000002, 'street_length_avg': 337.33880000000005, 'street_segments_count': 5, 'node_density_km': 1.6727329122582073, 'intersection_density_km': 1.3381863298065657, 'edge_density_km': 1128.5554266833778, 'street_density_km': 564.2777133416889, 'circuity_avg': 1.0705388745793276, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0705388745793276\n", - "5528\n", - "1992864.7143625864\n", - "error with entry 5528\n", - "5529\n", - "2989386.4984753085\n", - "error with entry 5529\n", - "5530\n", - "997900.2511341854\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 572.974, 'edge_length_avg': 286.487, 'street_length_total': 286.487, 'street_length_avg': 286.487, 'street_segments_count': 1, 'node_density_km': 2.0042083341765435, 'intersection_density_km': 1.0021041670882718, 'edge_density_km': 574.1796330332354, 'street_density_km': 287.0898165166177, 'circuity_avg': 1.001968632163711, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.001968632163711\n", - "5531\n", - "16969308.491156157\n", - "{'n': 492, 'm': 1265, 'k_avg': 5.142276422764228, 'intersection_count': 417, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 349, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1524390243902439, 2: 0.0, 3: 0.709349593495935, 4: 0.13821138211382114}, 'edge_length_total': 151659.3900000002, 'edge_length_avg': 119.88884584980252, 'street_length_total': 79911.35000000003, 'street_length_avg': 117.86334808259592, 'street_segments_count': 678, 'node_density_km': 28.99352087661169, 'intersection_density_km': 24.573776840542834, 'edge_density_km': 8937.275792884551, 'street_density_km': 4709.169501022814, 'circuity_avg': 1.0752700656284497, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0752700656284497\n", - "5532\n", - "5978674.928108923\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 3.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.6666666666666666, 4: 0.3333333333333333}, 'edge_length_total': 6670.976000000001, 'edge_length_avg': 1667.7440000000001, 'street_length_total': 3335.4880000000003, 'street_length_avg': 1667.7440000000001, 'street_segments_count': 2, 'node_density_km': 0.5017834279457825, 'intersection_density_km': 0.5017834279457825, 'edge_density_km': 1115.7950683413483, 'street_density_km': 557.8975341706741, 'circuity_avg': 1.0772935887531172, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0772935887531172\n", - "5533\n", - "997868.909161536\n", - "error with entry 5533\n", - "5534\n", - "1992861.1252022889\n", - "error with entry 5534\n", - "5535\n", - "996477.6502001479\n", - "error with entry 5535\n", - "5536\n", - "1993201.309108858\n", - "{'n': 21, 'm': 48, 'k_avg': 4.571428571428571, 'intersection_count': 17, 'streets_per_node_avg': 2.7142857142857144, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 15, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19047619047619047, 2: 0.0, 3: 0.7142857142857143, 4: 0.09523809523809523}, 'edge_length_total': 7963.221999999997, 'edge_length_avg': 165.90045833333326, 'street_length_total': 3981.611000000001, 'street_length_avg': 165.90045833333338, 'street_segments_count': 24, 'node_density_km': 10.53581487430836, 'intersection_density_km': 8.52899299348772, 'edge_density_km': 3995.1920378580726, 'street_density_km': 1997.5960189290374, 'circuity_avg': 1.0447105871097015, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0447105871097015\n", - "5537\n", - "997939.9830186451\n", - "error with entry 5537\n", - "5538\n", - "996856.9810260795\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.7142857142857144, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.8571428571428571}, 'edge_length_total': 1653.318, 'edge_length_avg': 118.09414285714286, 'street_length_total': 826.6589999999999, 'street_length_avg': 118.09414285714284, 'street_segments_count': 7, 'node_density_km': 7.022070500820285, 'intersection_density_km': 6.018917572131673, 'edge_density_km': 1658.5307937535988, 'street_density_km': 829.2653968767993, 'circuity_avg': 1.0918393376820275, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0918393376820275\n", - "5539\n", - "996836.6198511082\n", - "{'n': 13, 'm': 26, 'k_avg': 4.0, 'intersection_count': 9, 'streets_per_node_avg': 2.4615384615384617, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 8, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3076923076923077, 2: 0.0, 3: 0.6153846153846154, 4: 0.07692307692307693}, 'edge_length_total': 2526.2760000000003, 'edge_length_avg': 97.16446153846155, 'street_length_total': 1263.138, 'street_length_avg': 97.16446153846154, 'street_segments_count': 13, 'node_density_km': 13.041254445429319, 'intersection_density_km': 9.028560769912605, 'edge_density_km': 2534.2929319524155, 'street_density_km': 1267.1464659762075, 'circuity_avg': 1.0721201161269198, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0721201161269198\n", - "5540\n", - "1993635.5793553381\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 2, 'streets_per_node_avg': 1.8, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.6, 2: 0.0, 3: 0.4}, 'edge_length_total': 991.2339999999999, 'edge_length_avg': 123.90424999999999, 'street_length_total': 495.617, 'street_length_avg': 123.90425, 'street_segments_count': 4, 'node_density_km': 2.5079809227806815, 'intersection_density_km': 1.0031923691122726, 'edge_density_km': 497.1991924023172, 'street_density_km': 248.59959620115862, 'circuity_avg': 1.0098361688696553, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0098361688696553\n", - "5541\n", - "996562.6917031815\n", - "{'n': 6, 'm': 10, 'k_avg': 3.3333333333333335, 'intersection_count': 4, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 2955.0679999999998, 'edge_length_avg': 295.5068, 'street_length_total': 1477.534, 'street_length_avg': 295.5068, 'street_segments_count': 5, 'node_density_km': 6.020694984823949, 'intersection_density_km': 4.0137966565492995, 'edge_density_km': 2965.260514568956, 'street_density_km': 1482.6302572844781, 'circuity_avg': 1.0264763582424403, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0264763582424403\n", - "5542\n", - "4982480.031893995\n", - "error with entry 5542\n", - "5543\n", - "996374.872487577\n", - "error with entry 5543\n", - "5544\n", - "1992960.231989257\n", - "error with entry 5544\n", - "5545\n", - "998057.3568431031\n", - "{'n': 11, 'm': 20, 'k_avg': 3.6363636363636362, 'intersection_count': 6, 'streets_per_node_avg': 2.090909090909091, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.45454545454545453, 2: 0.0, 3: 0.5454545454545454}, 'edge_length_total': 3711.9299999999994, 'edge_length_avg': 185.59649999999996, 'street_length_total': 1855.965, 'street_length_avg': 185.5965, 'street_segments_count': 10, 'node_density_km': 11.021410668013568, 'intersection_density_km': 6.011678546189219, 'edge_density_km': 3719.1549909926907, 'street_density_km': 1859.5774954963456, 'circuity_avg': 1.1831699376869287, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1831699376869287\n", - "5546\n", - "2989410.544923534\n", - "{'n': 25, 'm': 62, 'k_avg': 4.96, 'intersection_count': 21, 'streets_per_node_avg': 2.72, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 20, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16, 2: 0.0, 3: 0.8, 4: 0.04}, 'edge_length_total': 9705.406000000003, 'edge_length_avg': 156.53880645161294, 'street_length_total': 4852.7029999999995, 'street_length_avg': 156.53880645161288, 'street_segments_count': 31, 'node_density_km': 8.362852684270393, 'intersection_density_km': 7.024796254787131, 'edge_density_km': 3246.5952247613604, 'street_density_km': 1623.2976123806795, 'circuity_avg': 1.0782816778697477, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0782816778697477\n", - "5547\n", - "996379.4181280667\n", - "{'n': 7, 'm': 12, 'k_avg': 3.4285714285714284, 'intersection_count': 5, 'streets_per_node_avg': 2.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2857142857142857, 2: 0.0, 3: 0.7142857142857143}, 'edge_length_total': 3005.602, 'edge_length_avg': 250.4668333333333, 'street_length_total': 1502.801, 'street_length_avg': 250.4668333333333, 'street_segments_count': 6, 'node_density_km': 7.025436166828042, 'intersection_density_km': 5.018168690591459, 'edge_density_km': 3016.5235705558134, 'street_density_km': 1508.2617852779067, 'circuity_avg': 1.044621800041465, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044621800041465\n", - "5548\n", - "2990729.92639002\n", - "{'n': 202, 'm': 540, 'k_avg': 5.346534653465347, 'intersection_count': 178, 'streets_per_node_avg': 2.8118811881188117, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 168, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1188118811881188, 2: 0.0, 3: 0.8316831683168316, 4: 0.04950495049504951}, 'edge_length_total': 47705.481999999996, 'edge_length_avg': 88.34348518518517, 'street_length_total': 23852.740999999998, 'street_length_avg': 88.34348518518517, 'street_segments_count': 270, 'node_density_km': 67.54203989386143, 'intersection_density_km': 59.51724307478879, 'edge_density_km': 15951.11667524697, 'street_density_km': 7975.558337623485, 'circuity_avg': 1.0585492205152158, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0585492205152158\n", - "5549\n", - "3986014.5737953824\n", - "{'n': 13, 'm': 26, 'k_avg': 4.0, 'intersection_count': 8, 'streets_per_node_avg': 2.230769230769231, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38461538461538464, 2: 0.0, 3: 0.6153846153846154}, 'edge_length_total': 3900.5519999999997, 'edge_length_avg': 150.02123076923075, 'street_length_total': 1950.2760000000003, 'street_length_avg': 150.02123076923078, 'street_segments_count': 13, 'node_density_km': 3.2614030278423516, 'intersection_density_km': 2.0070172479029855, 'edge_density_km': 978.5593925428107, 'street_density_km': 489.27969627140544, 'circuity_avg': 1.0858682768711057, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0858682768711057\n", - "5550\n", - "997905.8833530678\n", - "error with entry 5550\n", - "5551\n", - "3985987.425617\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 1, 'streets_per_node_avg': 1.6666666666666667, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.6666666666666666, 2: 0.0, 3: 0.3333333333333333}, 'edge_length_total': 5867.081999999999, 'edge_length_avg': 1466.7704999999999, 'street_length_total': 2933.541, 'street_length_avg': 1466.7705, 'street_segments_count': 2, 'node_density_km': 0.7526365940644238, 'intersection_density_km': 0.2508788646881413, 'edge_density_km': 1471.9268711922293, 'street_density_km': 735.9634355961148, 'circuity_avg': 1.6447401001953934, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.6447401001953934\n", - "5552\n", - "997899.1606190987\n", - "error with entry 5552\n", - "5553\n", - "3986230.7957133213\n", - "{'n': 54, 'm': 132, 'k_avg': 4.888888888888889, 'intersection_count': 41, 'streets_per_node_avg': 2.574074074074074, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 38, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24074074074074073, 2: 0.0, 3: 0.7037037037037037, 4: 0.05555555555555555}, 'edge_length_total': 21510.023999999987, 'edge_length_avg': 162.95472727272718, 'street_length_total': 10755.011999999999, 'street_length_avg': 162.95472727272727, 'street_segments_count': 66, 'node_density_km': 13.546631584420565, 'intersection_density_km': 10.285405462245244, 'edge_density_km': 5396.080935186003, 'street_density_km': 2698.040467593003, 'circuity_avg': 1.1568096213880812, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1568096213880812\n", - "5554\n", - "4989586.50369462\n", - "error with entry 5554\n", - "5555\n", - "997516.5452833537\n", - "error with entry 5555\n", - "5556\n", - "997521.3752152995\n", - "error with entry 5556\n", - "5557\n", - "4984568.810004464\n", - "{'n': 30, 'm': 82, 'k_avg': 5.466666666666667, 'intersection_count': 27, 'streets_per_node_avg': 2.966666666666667, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 22, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1, 2: 0.0, 3: 0.7333333333333333, 4: 0.16666666666666666}, 'edge_length_total': 10538.680000000004, 'edge_length_avg': 128.5204878048781, 'street_length_total': 5269.339999999999, 'street_length_avg': 128.52048780487803, 'street_segments_count': 41, 'node_density_km': 6.018574754106591, 'intersection_density_km': 5.4167172786959314, 'edge_density_km': 2114.2611129869356, 'street_density_km': 1057.130556493467, 'circuity_avg': 1.0459708452033367, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0459708452033367\n", - "5558\n", - "1993060.33563014\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 31, 'm': 70, 'k_avg': 4.516129032258065, 'intersection_count': 22, 'streets_per_node_avg': 2.5806451612903225, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 17, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2903225806451613, 2: 0.0, 3: 0.5483870967741935, 4: 0.16129032258064516}, 'edge_length_total': 10339.590000000004, 'edge_length_avg': 147.7084285714286, 'street_length_total': 5169.795000000001, 'street_length_avg': 147.7084285714286, 'street_segments_count': 35, 'node_density_km': 15.553969664545464, 'intersection_density_km': 11.038301052258072, 'edge_density_km': 5187.795780768958, 'street_density_km': 2593.8978903844786, 'circuity_avg': 1.1200687177840558, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1200687177840558\n", - "5559\n", - "1994223.6358277588\n", - "error with entry 5559\n", - "5560\n", - "997386.5652916917\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 1785.002, 'edge_length_avg': 446.2505, 'street_length_total': 892.501, 'street_length_avg': 446.2505, 'street_segments_count': 2, 'node_density_km': 3.007860847937762, 'intersection_density_km': 3.007860847937762, 'edge_density_km': 1789.679209763534, 'street_density_km': 894.839604881767, 'circuity_avg': 1.23539715811047, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.23539715811047\n", - "5561\n", - "1994489.3315544133\n", - "{'n': 40, 'm': 104, 'k_avg': 5.2, 'intersection_count': 31, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 23, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.225, 2: 0.0, 3: 0.575, 4: 0.2}, 'edge_length_total': 8958.398, 'edge_length_avg': 86.1384423076923, 'street_length_total': 4479.199, 'street_length_avg': 86.1384423076923, 'street_segments_count': 52, 'node_density_km': 20.05525894130797, 'intersection_density_km': 15.542825679513676, 'edge_density_km': 4491.574789732385, 'street_density_km': 2245.7873948661927, 'circuity_avg': 1.0663248885114465, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0663248885114465\n", - "5562\n", - "1996524.7904865067\n", - "error with entry 5562\n", - "5563\n", - "1994310.7274998673\n", - "{'n': 39, 'm': 94, 'k_avg': 4.82051282051282, 'intersection_count': 29, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 22, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2564102564102564, 2: 0.0, 3: 0.5641025641025641, 4: 0.1794871794871795}, 'edge_length_total': 12059.038000000004, 'edge_length_avg': 128.28763829787238, 'street_length_total': 6029.518999999998, 'street_length_avg': 128.28763829787232, 'street_segments_count': 47, 'node_density_km': 19.555628650151057, 'intersection_density_km': 14.541364893702067, 'edge_density_km': 6046.719718104112, 'street_density_km': 3023.359859052054, 'circuity_avg': 1.0310867149154086, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0310867149154086\n", - "5564\n", - "997515.8817435257\n", - "error with entry 5564\n", - "5565\n", - "997291.3435950768\n", - "error with entry 5565\n", - "5566\n", - "31888281.492181167\n", - "{'n': 819, 'm': 2154, 'k_avg': 5.26007326007326, 'intersection_count': 704, 'streets_per_node_avg': 2.8974358974358974, 'streets_per_node_counts': {0: 0, 1: 115, 2: 0, 3: 560, 4: 143, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14041514041514042, 2: 0.0, 3: 0.6837606837606838, 4: 0.1746031746031746, 5: 0.0, 6: 0.001221001221001221}, 'edge_length_total': 313025.3809999999, 'edge_length_avg': 145.32283240482818, 'street_length_total': 166553.29699999982, 'street_length_avg': 144.95500174064387, 'street_segments_count': 1149, 'node_density_km': 25.683416028575085, 'intersection_density_km': 22.077075560582244, 'edge_density_km': 9816.313904427618, 'street_density_km': 5223.025174336779, 'circuity_avg': 1.0236688924490416, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0236688924490416\n", - "5567\n", - "2991046.187581412\n", - "{'n': 66, 'm': 159, 'k_avg': 4.818181818181818, 'intersection_count': 50, 'streets_per_node_avg': 2.621212121212121, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 43, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24242424242424243, 2: 0.0, 3: 0.6515151515151515, 4: 0.10606060606060606}, 'edge_length_total': 15817.071000000007, 'edge_length_avg': 99.47843396226419, 'street_length_total': 7951.452000000003, 'street_length_avg': 96.96892682926833, 'street_segments_count': 82, 'node_density_km': 22.065857850683415, 'intersection_density_km': 16.716558977790466, 'edge_density_km': 5288.140004547987, 'street_density_km': 2658.4183263414, 'circuity_avg': 1.1139540258274117, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1139540258274117\n", - "5568\n", - "1994562.4445418129\n", - "{'n': 9, 'm': 22, 'k_avg': 4.888888888888889, 'intersection_count': 9, 'streets_per_node_avg': 3.2222222222222223, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 7, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.7777777777777778, 4: 0.2222222222222222}, 'edge_length_total': 7631.0380000000005, 'edge_length_avg': 346.86536363636367, 'street_length_total': 3815.5190000000002, 'street_length_avg': 346.86536363636367, 'street_segments_count': 11, 'node_density_km': 4.512267853347386, 'intersection_density_km': 4.512267853347386, 'edge_density_km': 3825.92082834137, 'street_density_km': 1912.960414170685, 'circuity_avg': 1.04749614175169, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04749614175169\n", - "5569\n", - "996335.0742090974\n", - "error with entry 5569\n", - "5570\n", - "996316.0414779416\n", - "error with entry 5570\n", - "5571\n", - "996387.7577640275\n", - "error with entry 5571\n", - "5572\n", - "997693.548507813\n", - "error with entry 5572\n", - "5573\n", - "997671.8792704353\n", - "error with entry 5573\n", - "5574\n", - "13961421.625377942\n", - "{'n': 353, 'm': 949, 'k_avg': 5.376770538243626, 'intersection_count': 291, 'streets_per_node_avg': 2.813031161473088, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 233, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17563739376770537, 2: 0.0, 3: 0.660056657223796, 4: 0.1643059490084986}, 'edge_length_total': 126771.80499999986, 'edge_length_avg': 133.58462065331915, 'street_length_total': 63612.29000000002, 'street_length_avg': 131.97570539419092, 'street_segments_count': 482, 'node_density_km': 25.283958143513495, 'intersection_density_km': 20.843149631055034, 'edge_density_km': 9080.150173931022, 'street_density_km': 4556.29030530607, 'circuity_avg': 1.0741476371157006, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0741476371157006\n", - "5575\n", - "2991056.0300292517\n", - "{'n': 96, 'm': 236, 'k_avg': 4.916666666666667, 'intersection_count': 77, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 71, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19791666666666666, 2: 0.0, 3: 0.7395833333333334, 4: 0.0625}, 'edge_length_total': 28547.72, 'edge_length_avg': 120.9649152542373, 'street_length_total': 14273.86, 'street_length_avg': 120.9649152542373, 'street_segments_count': 118, 'node_density_km': 32.095687622094175, 'intersection_density_km': 25.7434161135547, 'edge_density_km': 9544.361494198025, 'street_density_km': 4772.1807470990125, 'circuity_avg': 1.0688298421907505, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0688298421907505\n", - "5576\n", - "4988000.483447551\n", - "{'n': 8, 'm': 18, 'k_avg': 4.5, 'intersection_count': 7, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.875}, 'edge_length_total': 10953.689999999999, 'edge_length_avg': 608.5383333333333, 'street_length_total': 5476.845000000001, 'street_length_avg': 608.5383333333334, 'street_segments_count': 9, 'node_density_km': 1.6038490827231533, 'intersection_density_km': 1.4033679473827592, 'edge_density_km': 2196.0082073667218, 'street_density_km': 1098.0041036833613, 'circuity_avg': 1.0732075398502459, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0732075398502459\n", - "5577\n", - "4990794.162129691\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 2, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 4712.008, 'edge_length_avg': 785.3346666666666, 'street_length_total': 2356.004, 'street_length_avg': 785.3346666666666, 'street_segments_count': 3, 'node_density_km': 0.8014756509799844, 'intersection_density_km': 0.4007378254899922, 'edge_density_km': 944.1399198057235, 'street_density_km': 472.06995990286174, 'circuity_avg': 1.125222867529677, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.125222867529677\n", - "5578\n", - "3988500.9002828198\n", - "error with entry 5578\n", - "5579\n", - "4982680.856138671\n", - "{'n': 26, 'm': 76, 'k_avg': 5.846153846153846, 'intersection_count': 26, 'streets_per_node_avg': 3.6538461538461537, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 9, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.34615384615384615, 4: 0.6538461538461539}, 'edge_length_total': 21796.528, 'edge_length_avg': 286.79642105263156, 'street_length_total': 10898.264000000001, 'street_length_avg': 286.7964210526316, 'street_segments_count': 38, 'node_density_km': 5.218074516646588, 'intersection_density_km': 5.218074516646588, 'edge_density_km': 4374.457973391301, 'street_density_km': 2187.2289866956507, 'circuity_avg': 1.015192338064714, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.015192338064714\n", - "5580\n", - "1996018.1577343717\n", - "{'n': 65, 'm': 168, 'k_avg': 5.1692307692307695, 'intersection_count': 52, 'streets_per_node_avg': 2.6615384615384614, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 49, 4: 2, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.7538461538461538, 4: 0.03076923076923077, 5: 0.015384615384615385}, 'edge_length_total': 18388.278000000002, 'edge_length_avg': 109.45403571428572, 'street_length_total': 9194.139, 'street_length_avg': 109.45403571428571, 'street_segments_count': 84, 'node_density_km': 32.5648340162295, 'intersection_density_km': 26.0518672129836, 'edge_density_km': 9212.480321758225, 'street_density_km': 4606.2401608791115, 'circuity_avg': 1.0792472831733828, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0792472831733828\n", - "5581\n", - "12957732.747819409\n", - "{'n': 493, 'm': 1276, 'k_avg': 5.176470588235294, 'intersection_count': 404, 'streets_per_node_avg': 2.7849898580121706, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 332, 4: 72}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18052738336713997, 2: 0.0, 3: 0.6734279918864098, 4: 0.1460446247464503}, 'edge_length_total': 159775.77799999976, 'edge_length_avg': 125.21612695924746, 'street_length_total': 81187.26599999993, 'street_length_avg': 125.09594144838202, 'street_segments_count': 649, 'node_density_km': 38.046779447813854, 'intersection_density_km': 31.17829390855334, 'edge_density_km': 12330.535064237038, 'street_density_km': 6265.545645989846, 'circuity_avg': 1.0471599477147757, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0471599477147757\n", - "5582\n", - "2993280.942618375\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.857142857142857, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 5, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7142857142857143, 4: 0.14285714285714285}, 'edge_length_total': 3762.0939999999996, 'edge_length_avg': 268.72099999999995, 'street_length_total': 1881.0469999999998, 'street_length_avg': 268.72099999999995, 'street_segments_count': 7, 'node_density_km': 2.338570997574569, 'intersection_density_km': 2.0044894264924875, 'edge_density_km': 1256.8462740784714, 'street_density_km': 628.4231370392357, 'circuity_avg': 1.0418633468944916, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0418633468944916\n", - "5583\n", - "2989870.1366152456\n", - "{'n': 29, 'm': 64, 'k_avg': 4.413793103448276, 'intersection_count': 24, 'streets_per_node_avg': 2.7241379310344827, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 22, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1724137931034483, 2: 0.0, 3: 0.7586206896551724, 4: 0.06896551724137931}, 'edge_length_total': 13641.553999999998, 'edge_length_avg': 213.14928124999997, 'street_length_total': 6820.777, 'street_length_avg': 213.14928125, 'street_segments_count': 32, 'node_density_km': 9.699417926167905, 'intersection_density_km': 8.027104490621715, 'edge_density_km': 4562.590807185776, 'street_density_km': 2281.295403592888, 'circuity_avg': 1.159751480115716, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.159751480115716\n", - "5584\n", - "42905725.760940954\n", - "{'n': 195, 'm': 509, 'k_avg': 5.220512820512821, 'intersection_count': 169, 'streets_per_node_avg': 2.805128205128205, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 155, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13333333333333333, 2: 0.0, 3: 0.7948717948717948, 4: 0.07179487179487179}, 'edge_length_total': 116841.67299999998, 'edge_length_avg': 229.55142043222, 'street_length_total': 58466.929000000055, 'street_length_avg': 228.3864414062502, 'street_segments_count': 256, 'node_density_km': 4.544847955410124, 'intersection_density_km': 3.938868228022108, 'edge_density_km': 2723.218659696145, 'street_density_km': 1362.6836037167136, 'circuity_avg': 1.058525185680575, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058525185680575\n", - "5585\n", - "2990841.799564342\n", - "error with entry 5585\n", - "5586\n", - "1993126.362448304\n", - "{'n': 25, 'm': 60, 'k_avg': 4.8, 'intersection_count': 21, 'streets_per_node_avg': 2.76, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 19, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16, 2: 0.0, 3: 0.76, 4: 0.08}, 'edge_length_total': 10603.840000000004, 'edge_length_avg': 176.73066666666674, 'street_length_total': 5301.920000000001, 'street_length_avg': 176.7306666666667, 'street_segments_count': 30, 'node_density_km': 12.543108390423704, 'intersection_density_km': 10.536211047955913, 'edge_density_km': 5320.204578988421, 'street_density_km': 2660.1022894942103, 'circuity_avg': 1.0555630120726418, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0555630120726418\n", - "5587\n", - "1993019.6249136329\n", - "{'n': 30, 'm': 84, 'k_avg': 5.6, 'intersection_count': 26, 'streets_per_node_avg': 3.1333333333333333, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 14, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13333333333333333, 2: 0.0, 3: 0.4666666666666667, 4: 0.4}, 'edge_length_total': 13699.320000000009, 'edge_length_avg': 163.08714285714296, 'street_length_total': 6849.660000000001, 'street_length_avg': 163.08714285714288, 'street_segments_count': 42, 'node_density_km': 15.052536174248683, 'intersection_density_km': 13.045531351015525, 'edge_density_km': 6873.65032875362, 'street_density_km': 3436.825164376808, 'circuity_avg': 1.0100289864985321, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0100289864985321\n", - "5588\n", - "996519.9602840885\n", - "{'n': 31, 'm': 84, 'k_avg': 5.419354838709677, 'intersection_count': 28, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 22, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0967741935483871, 2: 0.0, 3: 0.7096774193548387, 4: 0.1935483870967742}, 'edge_length_total': 14015.847999999998, 'edge_length_avg': 166.8553333333333, 'street_length_total': 7007.924, 'street_length_avg': 166.85533333333333, 'street_segments_count': 42, 'node_density_km': 31.108257973239695, 'intersection_density_km': 28.09778139518424, 'edge_density_km': 14064.794041861793, 'street_density_km': 7032.397020930897, 'circuity_avg': 1.2182186594316338, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2182186594316338\n", - "5589\n", - "6979739.008194652\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 9, 'm': 18, 'k_avg': 4.0, 'intersection_count': 8, 'streets_per_node_avg': 2.888888888888889, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 7, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.7777777777777778, 4: 0.1111111111111111}, 'edge_length_total': 13047.569999999996, 'edge_length_avg': 724.8649999999998, 'street_length_total': 6523.785, 'street_length_avg': 724.865, 'street_segments_count': 9, 'node_density_km': 1.2894464949811784, 'intersection_density_km': 1.1461746622054918, 'edge_density_km': 1869.349267169063, 'street_density_km': 934.6746335845318, 'circuity_avg': 1.009438855107039, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.009438855107039\n", - "5590\n", - "2992787.722297309\n", - "{'n': 26, 'm': 70, 'k_avg': 5.384615384615385, 'intersection_count': 24, 'streets_per_node_avg': 2.9615384615384617, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 21, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07692307692307693, 2: 0.0, 3: 0.8076923076923077, 4: 0.11538461538461539}, 'edge_length_total': 17139.543999999994, 'edge_length_avg': 244.8506285714285, 'street_length_total': 8569.771999999999, 'street_length_avg': 244.85062857142853, 'street_segments_count': 35, 'node_density_km': 8.687552346693673, 'intersection_density_km': 8.019279089255699, 'edge_density_km': 5726.949449940747, 'street_density_km': 2863.474724970374, 'circuity_avg': 1.0456359699681435, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456359699681435\n", - "5591\n", - "4989666.286135789\n", - "{'n': 166, 'm': 439, 'k_avg': 5.289156626506024, 'intersection_count': 144, 'streets_per_node_avg': 2.891566265060241, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 119, 4: 24, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13253012048192772, 2: 0.0, 3: 0.7168674698795181, 4: 0.14457831325301204, 5: 0.006024096385542169}, 'edge_length_total': 68753.12400000004, 'edge_length_avg': 156.61303872437367, 'street_length_total': 34594.077000000005, 'street_length_avg': 154.43784375, 'street_segments_count': 224, 'node_density_km': 33.268757965085776, 'intersection_density_km': 28.859645463688864, 'edge_density_km': 13779.10266084055, 'street_density_km': 6933.144426135787, 'circuity_avg': 1.1508498694106213, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1508498694106213\n", - "5592\n", - "91798295.57055217\n", - "{'n': 5341, 'm': 13802, 'k_avg': 5.168320539224864, 'intersection_count': 4241, 'streets_per_node_avg': 2.7616551207639017, 'streets_per_node_counts': {0: 0, 1: 1100, 2: 4, 3: 3308, 4: 927, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20595394120951133, 2: 0.0007489234225800412, 3: 0.6193596704736941, 4: 0.17356300318292456, 5: 0.0003744617112900206}, 'edge_length_total': 1666456.382999991, 'edge_length_avg': 120.74021033183531, 'street_length_total': 878130.0869999973, 'street_length_avg': 121.69208522727234, 'street_segments_count': 7216, 'node_density_km': 58.181908136792586, 'intersection_density_km': 46.199114848930414, 'edge_density_km': 18153.45669157033, 'street_density_km': 9565.864829430355, 'circuity_avg': 1.035809508079294, 'self_loop_proportion': 0.00014490653528474135, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035809508079294\n", - "5593\n", - "10973329.75581007\n", - "{'n': 18, 'm': 36, 'k_avg': 4.0, 'intersection_count': 16, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 15, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.8333333333333334, 4: 0.05555555555555555}, 'edge_length_total': 14799.618, 'edge_length_avg': 411.1005, 'street_length_total': 7399.808999999999, 'street_length_avg': 411.10049999999995, 'street_segments_count': 18, 'node_density_km': 1.6403407534954926, 'intersection_density_km': 1.4580806697737712, 'edge_density_km': 1348.6898078647475, 'street_density_km': 674.3449039323737, 'circuity_avg': 1.0058740534256503, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0058740534256503\n", - "5594\n", - "6985594.412117884\n", - "{'n': 97, 'm': 234, 'k_avg': 4.824742268041237, 'intersection_count': 83, 'streets_per_node_avg': 2.917525773195876, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 63, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14432989690721648, 2: 0.0, 3: 0.6494845360824743, 4: 0.20618556701030927}, 'edge_length_total': 60916.541, 'edge_length_avg': 260.32709829059826, 'street_length_total': 32509.014999999985, 'street_length_avg': 258.0080555555554, 'street_segments_count': 126, 'node_density_km': 13.885718849026572, 'intersection_density_km': 11.881594479063974, 'edge_density_km': 8720.308882280413, 'street_density_km': 4653.722086069973, 'circuity_avg': 1.1100426694458287, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1100426694458287\n", - "5595\n", - "23919292.337226264\n", - "{'n': 1737, 'm': 4757, 'k_avg': 5.477259643062752, 'intersection_count': 1562, 'streets_per_node_avg': 3.005181347150259, 'streets_per_node_counts': {0: 0, 1: 175, 2: 2, 3: 1202, 4: 355, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10074841681059298, 2: 0.0011514104778353484, 3: 0.6919976971790444, 4: 0.20437535981577432, 5: 0.0017271157167530224}, 'edge_length_total': 523696.5059999985, 'edge_length_avg': 110.08965860836629, 'street_length_total': 281730.226, 'street_length_avg': 110.65601963864887, 'street_segments_count': 2546, 'node_density_km': 72.61920526372171, 'intersection_density_km': 65.30293530335827, 'edge_density_km': 21894.31437254333, 'street_density_km': 11778.36793948688, 'circuity_avg': 1.0314739580954708, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0314739580954708\n", - "5596\n", - "3989440.777827167\n", - "{'n': 11, 'm': 24, 'k_avg': 4.363636363636363, 'intersection_count': 11, 'streets_per_node_avg': 3.1818181818181817, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 9, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.8181818181818182, 4: 0.18181818181818182}, 'edge_length_total': 8622.329999999998, 'edge_length_avg': 359.2637499999999, 'street_length_total': 4311.164999999999, 'street_length_avg': 359.2637499999999, 'street_segments_count': 12, 'node_density_km': 2.7572786795424262, 'intersection_density_km': 2.7572786795424262, 'edge_density_km': 2161.2878797253675, 'street_density_km': 1080.6439398626837, 'circuity_avg': 1.0244895950189308, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0244895950189308\n", - "5597\n", - "2989583.183667373\n", - "{'n': 20, 'm': 42, 'k_avg': 4.2, 'intersection_count': 15, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.75}, 'edge_length_total': 9066.854, 'edge_length_avg': 215.8774761904762, 'street_length_total': 4533.426999999999, 'street_length_avg': 215.87747619047613, 'street_segments_count': 21, 'node_density_km': 6.68989580529606, 'intersection_density_km': 5.017421853972046, 'edge_density_km': 3032.81542709159, 'street_density_km': 1516.4077135457946, 'circuity_avg': 1.059889493967158, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059889493967158\n", - "5598\n", - "11970181.882984739\n", - "{'n': 157, 'm': 410, 'k_avg': 5.222929936305732, 'intersection_count': 137, 'streets_per_node_avg': 2.8152866242038215, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 126, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12738853503184713, 2: 0.0, 3: 0.802547770700637, 4: 0.07006369426751592}, 'edge_length_total': 67475.23599999998, 'edge_length_avg': 164.57374634146336, 'street_length_total': 33821.01200000001, 'street_length_avg': 164.17966990291268, 'street_segments_count': 206, 'node_density_km': 13.115924347245791, 'intersection_density_km': 11.445105959061614, 'edge_density_km': 5636.943252793347, 'street_density_km': 2825.438437829887, 'circuity_avg': 1.0639391145373438, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639391145373438\n", - "5599\n", - "996400.339085356\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 17, 'm': 38, 'k_avg': 4.470588235294118, 'intersection_count': 16, 'streets_per_node_avg': 2.8823529411764706, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.058823529411764705, 2: 0.0, 3: 0.9411764705882353}, 'edge_length_total': 4829.468, 'edge_length_avg': 127.09126315789473, 'street_length_total': 2414.734, 'street_length_avg': 127.09126315789473, 'street_segments_count': 19, 'node_density_km': 17.061415309839337, 'intersection_density_km': 16.05780264455467, 'edge_density_km': 4846.915251387009, 'street_density_km': 2423.4576256935047, 'circuity_avg': 1.0383347918380925, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0383347918380925\n", - "5600\n", - "1995138.0620136985\n", - "{'n': 8, 'm': 14, 'k_avg': 3.5, 'intersection_count': 6, 'streets_per_node_avg': 2.625, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 5, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.625, 4: 0.125}, 'edge_length_total': 3166.3599999999997, 'edge_length_avg': 226.1685714285714, 'street_length_total': 1583.1799999999998, 'street_length_avg': 226.1685714285714, 'street_segments_count': 7, 'node_density_km': 4.009747572017937, 'intersection_density_km': 3.007310679013453, 'edge_density_km': 1587.0380402668393, 'street_density_km': 793.5190201334196, 'circuity_avg': 1.0593991852894045, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0593991852894045\n", - "5601\n", - "997151.8116074888\n", - "error with entry 5601\n", - "5602\n", - "1995258.0968565326\n", - "{'n': 11, 'm': 22, 'k_avg': 4.0, 'intersection_count': 8, 'streets_per_node_avg': 2.4545454545454546, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2727272727272727, 2: 0.0, 3: 0.7272727272727273}, 'edge_length_total': 3457.2460000000005, 'edge_length_avg': 157.14754545454548, 'street_length_total': 1728.6230000000003, 'street_length_avg': 157.14754545454548, 'street_segments_count': 11, 'node_density_km': 5.5130712248857225, 'intersection_density_km': 4.009506345371435, 'edge_density_km': 1732.7312218137517, 'street_density_km': 866.3656109068759, 'circuity_avg': 1.013785885220213, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.013785885220213\n", - "5603\n", - "9974260.053795744\n", - "{'n': 4, 'm': 10, 'k_avg': 5.0, 'intersection_count': 4, 'streets_per_node_avg': 3.5, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.5, 4: 0.5}, 'edge_length_total': 3354.9999999999995, 'edge_length_avg': 335.49999999999994, 'street_length_total': 1677.5, 'street_length_avg': 335.5, 'street_segments_count': 5, 'node_density_km': 0.4010322548666439, 'intersection_density_km': 0.4010322548666439, 'edge_density_km': 336.36580376939753, 'street_density_km': 168.1829018846988, 'circuity_avg': 1.0856859110544756, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0856859110544756\n", - "5604\n", - "1994893.0371286434\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 287.84400000000005, 'edge_length_avg': 143.92200000000003, 'street_length_total': 143.92200000000003, 'street_length_avg': 143.92200000000003, 'street_segments_count': 1, 'node_density_km': 1.0025600183951253, 'intersection_density_km': 1.0025600183951253, 'edge_density_km': 144.29044296746324, 'street_density_km': 72.14522148373162, 'circuity_avg': 1.0213838651877083, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0213838651877083\n", - "5605\n", - "996515.6780639752\n", - "error with entry 5605\n", - "5606\n", - "25945781.191059694\n", - "{'n': 650, 'm': 1772, 'k_avg': 5.452307692307692, 'intersection_count': 567, 'streets_per_node_avg': 2.8630769230769233, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 490, 4: 77}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1276923076923077, 2: 0.0, 3: 0.7538461538461538, 4: 0.11846153846153847}, 'edge_length_total': 294942.18200000026, 'edge_length_avg': 166.445926636569, 'street_length_total': 148860.64099999977, 'street_length_avg': 164.66885066371657, 'street_segments_count': 904, 'node_density_km': 25.05224241326658, 'intersection_density_km': 21.853263766649466, 'edge_density_km': 11367.63544824892, 'street_density_km': 5737.373637117299, 'circuity_avg': 1.1278274517904798, 'self_loop_proportion': 0.012415349887133182, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1278274517904798\n", - "5607\n", - "996548.2713458238\n", - "{'n': 34, 'm': 90, 'k_avg': 5.294117647058823, 'intersection_count': 30, 'streets_per_node_avg': 2.9411764705882355, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 24, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11764705882352941, 2: 0.0, 3: 0.7058823529411765, 4: 0.17647058823529413}, 'edge_length_total': 8876.767999999998, 'edge_length_avg': 98.63075555555554, 'street_length_total': 4438.383999999998, 'street_length_avg': 98.63075555555551, 'street_segments_count': 45, 'node_density_km': 34.117765267991985, 'intersection_density_km': 30.103910530581164, 'edge_density_km': 8907.514322424195, 'street_density_km': 4453.757161212096, 'circuity_avg': 1.0248559383885525, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0248559383885525\n", - "5608\n", - "5984165.51319296\n", - "{'n': 31, 'm': 74, 'k_avg': 4.774193548387097, 'intersection_count': 26, 'streets_per_node_avg': 2.7096774193548385, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 25, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16129032258064516, 2: 0.0, 3: 0.8064516129032258, 4: 0.03225806451612903}, 'edge_length_total': 26304.724000000002, 'edge_length_avg': 355.4692432432433, 'street_length_total': 13152.362000000001, 'street_length_avg': 355.4692432432433, 'street_segments_count': 37, 'node_density_km': 5.180337998950064, 'intersection_density_km': 4.344799612022634, 'edge_density_km': 4395.721331906249, 'street_density_km': 2197.8606659531247, 'circuity_avg': 1.1582213354439568, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1582213354439568\n", - "5609\n", - "3989716.2135119853\n", - "{'n': 3, 'm': 4, 'k_avg': 2.6666666666666665, 'intersection_count': 3, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 3329.5740000000014, 'edge_length_avg': 832.3935000000004, 'street_length_total': 1664.7870000000007, 'street_length_avg': 832.3935000000004, 'street_segments_count': 2, 'node_density_km': 0.7519331800692716, 'intersection_density_km': 0.7519331800692716, 'edge_density_km': 834.5390553653219, 'street_density_km': 417.26952768266096, 'circuity_avg': 1.0901277135883953, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0901277135883953\n", - "5610\n", - "1992337.5963307146\n", - "{'n': 181, 'm': 468, 'k_avg': 5.171270718232044, 'intersection_count': 176, 'streets_per_node_avg': 3.2044198895027622, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 129, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.027624309392265192, 2: 0.0, 3: 0.712707182320442, 4: 0.2596685082872928}, 'edge_length_total': 46005.43099999997, 'edge_length_avg': 98.30220299145292, 'street_length_total': 26624.740000000005, 'street_length_avg': 97.52652014652017, 'street_segments_count': 273, 'node_density_km': 90.84805724358534, 'intersection_density_km': 88.33844240260233, 'edge_density_km': 23091.18248068405, 'street_density_km': 13363.568528262856, 'circuity_avg': 1.0039531337926952, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0039531337926952\n", - "5611\n", - "1993027.977600397\n", - "{'n': 43, 'm': 114, 'k_avg': 5.3023255813953485, 'intersection_count': 40, 'streets_per_node_avg': 2.9069767441860463, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 39, 4: 0, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06976744186046512, 2: 0.0, 3: 0.9069767441860465, 4: 0.0, 5: 0.023255813953488372}, 'edge_length_total': 15330.471999999996, 'edge_length_avg': 134.47782456140348, 'street_length_total': 7665.235999999999, 'street_length_avg': 134.47782456140348, 'street_segments_count': 57, 'node_density_km': 21.575211428678458, 'intersection_density_km': 20.069964119700888, 'edge_density_km': 7692.050574451977, 'street_density_km': 3846.025287225989, 'circuity_avg': 1.0536590647010742, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0536590647010742\n", - "5612\n", - "997238.0935242538\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "error with entry 5612\n", - "5613\n", - "2991654.9951630784\n", - "error with entry 5613\n", - "5614\n", - "996952.1415012637\n", - "error with entry 5614\n", - "5615\n", - "996413.5817383177\n", - "error with entry 5615\n", - "5616\n", - "996963.5077658016\n", - "error with entry 5616\n", - "5617\n", - "5978409.738549997\n", - "{'n': 252, 'm': 579, 'k_avg': 4.595238095238095, 'intersection_count': 197, 'streets_per_node_avg': 2.6904761904761907, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 167, 4: 28, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21825396825396826, 2: 0.0, 3: 0.6626984126984127, 4: 0.1111111111111111, 5: 0.007936507936507936}, 'edge_length_total': 57088.09100000005, 'edge_length_avg': 98.59773920552686, 'street_length_total': 32649.25599999997, 'street_length_avg': 97.17040476190466, 'street_segments_count': 336, 'node_density_km': 42.1516776234076, 'intersection_density_km': 32.95190671353689, 'edge_density_km': 9549.042888760949, 'street_density_km': 5461.194101413115, 'circuity_avg': 1.0458342489900831, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0458342489900831\n", - "5618\n", - "5977905.431981303\n", - "{'n': 53, 'm': 138, 'k_avg': 5.2075471698113205, 'intersection_count': 48, 'streets_per_node_avg': 2.8867924528301887, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 44, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09433962264150944, 2: 0.0, 3: 0.8301886792452831, 4: 0.07547169811320754}, 'edge_length_total': 34773.14600000001, 'edge_length_avg': 251.97931884057977, 'street_length_total': 17386.573000000004, 'street_length_avg': 251.97931884057977, 'street_segments_count': 69, 'node_density_km': 8.865981672519334, 'intersection_density_km': 8.02956830718732, 'edge_density_km': 5816.9448138082835, 'street_density_km': 2908.4724069041417, 'circuity_avg': 1.1474910339909021, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1474910339909021\n", - "5619\n", - "1992818.4056095188\n", - "{'n': 35, 'm': 96, 'k_avg': 5.485714285714286, 'intersection_count': 35, 'streets_per_node_avg': 3.057142857142857, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 33, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 0.9428571428571428, 4: 0.05714285714285714}, 'edge_length_total': 15759.024000000007, 'edge_length_avg': 164.15650000000008, 'street_length_total': 7879.512000000003, 'street_length_avg': 164.15650000000008, 'street_segments_count': 48, 'node_density_km': 17.56306540599969, 'intersection_density_km': 17.56306540599969, 'edge_density_km': 7907.9076927634, 'street_density_km': 3953.9538463817, 'circuity_avg': 1.0483100779751258, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0483100779751258\n", - "5620\n", - "16962934.549139272\n", - "error with entry 5620\n", - "5621\n", - "8978042.583616182\n", - "{'n': 586, 'm': 1641, 'k_avg': 5.600682593856655, 'intersection_count': 535, 'streets_per_node_avg': 2.962457337883959, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 456, 4: 78, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08703071672354949, 2: 0.0, 3: 0.7781569965870307, 4: 0.13310580204778158, 5: 0.0017064846416382253}, 'edge_length_total': 184759.87700000007, 'edge_length_avg': 112.58980926264476, 'street_length_total': 94708.88799999996, 'street_length_avg': 113.42381796407182, 'street_segments_count': 835, 'node_density_km': 65.27035203301192, 'intersection_density_km': 59.589826514780505, 'edge_density_km': 20579.08227536858, 'street_density_km': 10548.946178182758, 'circuity_avg': 1.0320702304444105, 'self_loop_proportion': 0.001218769043266301, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0320702304444105\n", - "5622\n", - "2992867.556777356\n", - "error with entry 5622\n", - "5623\n", - "3985422.0525253066\n", - "{'n': 91, 'm': 208, 'k_avg': 4.571428571428571, 'intersection_count': 68, 'streets_per_node_avg': 2.6043956043956045, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 58, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25274725274725274, 2: 0.0, 3: 0.6373626373626373, 4: 0.10989010989010989}, 'edge_length_total': 26971.467, 'edge_length_avg': 129.67051442307692, 'street_length_total': 13945.791999999998, 'street_length_avg': 125.63776576576575, 'street_segments_count': 111, 'node_density_km': 22.833215353525514, 'intersection_density_km': 17.06218290153555, 'edge_density_km': 6767.530927598976, 'street_density_km': 3499.2007913348707, 'circuity_avg': 1.051825733084079, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051825733084079\n", - "5624\n", - "19926441.70840868\n", - "error with entry 5624\n", - "5625\n", - "54862466.305843435\n", - "{'n': 1916, 'm': 5203, 'k_avg': 5.431106471816284, 'intersection_count': 1622, 'streets_per_node_avg': 2.8121085594989563, 'streets_per_node_counts': {0: 0, 1: 294, 2: 0, 3: 1398, 4: 220, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1534446764091858, 2: 0.0, 3: 0.7296450939457203, 4: 0.11482254697286012, 5: 0.0020876826722338203}, 'edge_length_total': 621828.7819999988, 'edge_length_avg': 119.51350797616738, 'street_length_total': 315726.0359999988, 'street_length_avg': 119.72925142207008, 'street_segments_count': 2637, 'node_density_km': 34.923694267020686, 'intersection_density_km': 29.564839301204362, 'edge_density_km': 11334.320599687795, 'street_density_km': 5754.864067537748, 'circuity_avg': 1.0338106134830976, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0338106134830976\n", - "5626\n", - "996093.5214379402\n", - "{'n': 10, 'm': 18, 'k_avg': 3.6, 'intersection_count': 6, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 2521.7799999999997, 'edge_length_avg': 140.09888888888887, 'street_length_total': 1260.89, 'street_length_avg': 140.0988888888889, 'street_segments_count': 9, 'node_density_km': 10.039217989857223, 'intersection_density_km': 6.023530793914333, 'edge_density_km': 2531.6699142462144, 'street_density_km': 1265.8349571231074, 'circuity_avg': 1.1272410899141323, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1272410899141323\n", - "5627\n", - "996357.6656967769\n", - "error with entry 5627\n", - "5628\n", - "996350.5712657333\n", - "error with entry 5628\n", - "5629\n", - "1992940.4424192896\n", - "error with entry 5629\n", - "5630\n", - "996427.2532704759\n", - "error with entry 5630\n", - "5631\n", - "996271.3948922639\n", - "error with entry 5631\n", - "5632\n", - "996085.5304009311\n", - "error with entry 5632\n", - "5633\n", - "7020565.678223652\n", - "{'n': 274, 'm': 658, 'k_avg': 4.802919708029197, 'intersection_count': 206, 'streets_per_node_avg': 2.565693430656934, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 189, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24817518248175183, 2: 0.0, 3: 0.6897810218978102, 4: 0.06204379562043796}, 'edge_length_total': 76285.22899999995, 'edge_length_avg': 115.93499848024308, 'street_length_total': 38330.397000000004, 'street_length_avg': 115.80180362537766, 'street_segments_count': 331, 'node_density_km': 39.02819410263357, 'intersection_density_km': 29.342364909279254, 'edge_density_km': 10865.966148087042, 'street_density_km': 5459.730562580306, 'circuity_avg': 1.0585300078973652, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0585300078973652\n", - "5634\n", - "12040389.478101326\n", - "{'n': 295, 'm': 758, 'k_avg': 5.138983050847457, 'intersection_count': 231, 'streets_per_node_avg': 2.7084745762711866, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 191, 4: 38, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21694915254237288, 2: 0.0, 3: 0.6474576271186441, 4: 0.1288135593220339, 5: 0.006779661016949152}, 'edge_length_total': 125191.41800000008, 'edge_length_avg': 165.1601820580476, 'street_length_total': 62595.70900000001, 'street_length_avg': 165.16018205804752, 'street_segments_count': 379, 'node_density_km': 24.500868558823328, 'intersection_density_km': 19.185425888434537, 'edge_density_km': 10397.621956307494, 'street_density_km': 5198.810978153744, 'circuity_avg': 1.0818447643790705, 'self_loop_proportion': 0.002638522427440633, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0818447643790705\n", - "5635\n", - "154459338.86250982\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 8073, 'm': 19850, 'k_avg': 4.917626656757092, 'intersection_count': 5749, 'streets_per_node_avg': 2.5004335439118046, 'streets_per_node_counts': {0: 0, 1: 2324, 2: 9, 3: 5124, 4: 608, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2878731574383748, 2: 0.0011148272017837235, 3: 0.6347082868821999, 4: 0.07531277096494488, 5: 0.0009909575126966432}, 'edge_length_total': 2366624.7590000313, 'edge_length_avg': 119.22542866498898, 'street_length_total': 1191876.9690000005, 'street_length_avg': 118.61832892117839, 'street_segments_count': 10048, 'node_density_km': 52.26618254002814, 'intersection_density_km': 37.22015154497978, 'edge_density_km': 15321.992029932582, 'street_density_km': 7716.4448441731065, 'circuity_avg': 1.0988419850818951, 'self_loop_proportion': 0.004433249370277078, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0988419850818951\n", - "5636\n", - "20059814.017878138\n", - "{'n': 1400, 'm': 3836, 'k_avg': 5.48, 'intersection_count': 1127, 'streets_per_node_avg': 2.7985714285714285, 'streets_per_node_counts': {0: 0, 1: 273, 2: 0, 3: 865, 4: 260, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.195, 2: 0.0, 3: 0.6178571428571429, 4: 0.18571428571428572, 5: 0.0014285714285714286}, 'edge_length_total': 328420.4320000001, 'edge_length_avg': 85.61533680917624, 'street_length_total': 165368.73699999996, 'street_length_avg': 84.89154876796712, 'street_segments_count': 1948, 'node_density_km': 69.79127517095931, 'intersection_density_km': 56.18197651262224, 'edge_density_km': 16372.05767248381, 'street_density_km': 8243.782163314998, 'circuity_avg': 1.063920309977956, 'self_loop_proportion': 0.0031282586027111575, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063920309977956\n", - "5637\n", - "7015197.003001735\n", - "{'n': 135, 'm': 310, 'k_avg': 4.592592592592593, 'intersection_count': 93, 'streets_per_node_avg': 2.4074074074074074, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 89, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3111111111111111, 2: 0.0, 3: 0.6592592592592592, 4: 0.02962962962962963}, 'edge_length_total': 57940.062000000005, 'edge_length_avg': 186.90342580645162, 'street_length_total': 28970.03100000001, 'street_length_avg': 186.90342580645168, 'street_segments_count': 155, 'node_density_km': 19.243935693072455, 'intersection_density_km': 13.256933477449914, 'edge_density_km': 8259.22094207875, 'street_density_km': 4129.610471039376, 'circuity_avg': 1.0892706194136903, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0892706194136903\n", - "5638\n", - "5012849.680193912\n", - "{'n': 235, 'm': 596, 'k_avg': 5.072340425531915, 'intersection_count': 187, 'streets_per_node_avg': 2.6808510638297873, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 168, 4: 18, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20425531914893616, 2: 0.0, 3: 0.7148936170212766, 4: 0.07659574468085106, 5: 0.0, 6: 0.00425531914893617}, 'edge_length_total': 76830.63599999995, 'edge_length_avg': 128.91046308724825, 'street_length_total': 38415.317999999985, 'street_length_avg': 128.91046308724827, 'street_segments_count': 298, 'node_density_km': 46.87952262532426, 'intersection_density_km': 37.30413076993888, 'edge_density_km': 15326.738462468302, 'street_density_km': 7663.369231234152, 'circuity_avg': 1.0583665473127917, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0583665473127917\n", - "5639\n", - "8024113.433825829\n", - "{'n': 292, 'm': 764, 'k_avg': 5.232876712328767, 'intersection_count': 238, 'streets_per_node_avg': 2.76027397260274, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 201, 4: 36, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18493150684931506, 2: 0.0, 3: 0.6883561643835616, 4: 0.1232876712328767, 5: 0.003424657534246575}, 'edge_length_total': 126075.95600000014, 'edge_length_avg': 165.02088481675412, 'street_length_total': 63037.97799999993, 'street_length_avg': 165.02088481675375, 'street_segments_count': 382, 'node_density_km': 36.390313074222945, 'intersection_density_km': 29.660597642688565, 'edge_density_km': 15712.135308123155, 'street_density_km': 7856.0676540615605, 'circuity_avg': 1.064580470412516, 'self_loop_proportion': 0.002617801047120419, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064580470412516\n", - "5640\n", - "11001047.59343164\n", - "{'n': 262, 'm': 636, 'k_avg': 4.854961832061068, 'intersection_count': 189, 'streets_per_node_avg': 2.5229007633587788, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 168, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2786259541984733, 2: 0.0, 3: 0.6412213740458015, 4: 0.08015267175572519}, 'edge_length_total': 80498.96400000007, 'edge_length_avg': 126.57069811320765, 'street_length_total': 40249.481999999996, 'street_length_avg': 126.57069811320754, 'street_segments_count': 318, 'node_density_km': 23.815913691386218, 'intersection_density_km': 17.180182014015248, 'edge_density_km': 7317.390759045832, 'street_density_km': 3658.6953795229124, 'circuity_avg': 1.0629379559318528, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0629379559318528\n", - "5641\n", - "6001340.810347412\n", - "{'n': 309, 'm': 872, 'k_avg': 5.644012944983818, 'intersection_count': 278, 'streets_per_node_avg': 2.9514563106796117, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 232, 4: 45, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10032362459546926, 2: 0.0, 3: 0.7508090614886731, 4: 0.14563106796116504, 5: 0.003236245954692557}, 'edge_length_total': 98264.412, 'edge_length_avg': 112.68854587155963, 'street_length_total': 49132.206, 'street_length_avg': 112.68854587155963, 'street_segments_count': 436, 'node_density_km': 51.48849394909006, 'intersection_density_km': 46.32298161115546, 'edge_density_km': 16373.742985996418, 'street_density_km': 8186.871492998209, 'circuity_avg': 1.0392511399039013, 'self_loop_proportion': 0.0045871559633027525, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0392511399039013\n", - "5642\n", - "7999719.297985287\n", - "{'n': 215, 'm': 524, 'k_avg': 4.874418604651162, 'intersection_count': 156, 'streets_per_node_avg': 2.5395348837209304, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 137, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2744186046511628, 2: 0.0, 3: 0.6372093023255814, 4: 0.08837209302325581}, 'edge_length_total': 75202.69199999997, 'edge_length_avg': 143.51658778625946, 'street_length_total': 37601.34599999999, 'street_length_avg': 143.5165877862595, 'street_segments_count': 262, 'node_density_km': 26.875943016419, 'intersection_density_km': 19.500684235169135, 'edge_density_km': 9400.666348247945, 'street_density_km': 4700.333174123974, 'circuity_avg': 1.0825670378419323, 'self_loop_proportion': 0.003816793893129771, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0825670378419323\n", - "5643\n", - "222000819.056545\n", - "{'n': 21838, 'm': 57603, 'k_avg': 5.275483102848246, 'intersection_count': 16799, 'streets_per_node_avg': 2.6953933510394723, 'streets_per_node_counts': {0: 0, 1: 5039, 2: 2, 3: 13485, 4: 3218, 5: 75, 6: 16, 7: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23074457367890833, 2: 9.158347834050737e-05, 3: 0.617501602710871, 4: 0.14735781664987635, 5: 0.0034343804377690267, 6: 0.000732667826724059, 7: 0.00013737521751076105}, 'edge_length_total': 4553630.408000032, 'edge_length_avg': 79.05196618231746, 'street_length_total': 2322175.994999984, 'street_length_avg': 79.34180658056525, 'street_segments_count': 29268, 'node_density_km': 98.36900644243896, 'intersection_density_km': 75.6708919876606, 'edge_density_km': 20511.773007649103, 'street_density_km': 10460.213637358298, 'circuity_avg': 1.0859662185341514, 'self_loop_proportion': 0.004930298769161328, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0859662185341514\n", - "5644\n", - "11007557.588312874\n", - "{'n': 386, 'm': 1031, 'k_avg': 5.341968911917099, 'intersection_count': 314, 'streets_per_node_avg': 2.8238341968911915, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 238, 4: 76}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18652849740932642, 2: 0.0, 3: 0.616580310880829, 4: 0.19689119170984457}, 'edge_length_total': 133549.05900000015, 'edge_length_avg': 129.5335198836083, 'street_length_total': 67517.48299999998, 'street_length_avg': 129.3438371647509, 'street_segments_count': 522, 'node_density_km': 35.066816312624184, 'intersection_density_km': 28.525855756901535, 'edge_density_km': 12132.487877401074, 'street_density_km': 6133.738793398252, 'circuity_avg': 1.0560219794283054, 'self_loop_proportion': 0.005819592628516004, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0560219794283054\n", - "5645\n", - "10008151.642381761\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 291, 'm': 853, 'k_avg': 5.86254295532646, 'intersection_count': 259, 'streets_per_node_avg': 2.9965635738831615, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 197, 4: 61, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10996563573883161, 2: 0.0, 3: 0.6769759450171822, 4: 0.20962199312714777, 5: 0.003436426116838488}, 'edge_length_total': 110063.06599999985, 'edge_length_avg': 129.03055803048048, 'street_length_total': 55069.41800000002, 'street_length_avg': 128.66686448598136, 'street_segments_count': 428, 'node_density_km': 29.07629804165789, 'intersection_density_km': 25.878904442575234, 'edge_density_km': 10997.341960119102, 'street_density_km': 5502.456394325224, 'circuity_avg': 1.0644621652376125, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0644621652376125\n", - "5646\n", - "7004207.568910264\n", - "{'n': 243, 'm': 624, 'k_avg': 5.135802469135802, 'intersection_count': 195, 'streets_per_node_avg': 2.6790123456790123, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 177, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19753086419753085, 2: 0.0, 3: 0.7283950617283951, 4: 0.07407407407407407}, 'edge_length_total': 79938.57600000006, 'edge_length_avg': 128.1066923076924, 'street_length_total': 39969.28799999996, 'street_length_avg': 128.10669230769216, 'street_segments_count': 312, 'node_density_km': 34.693432141932746, 'intersection_density_km': 27.840408508958376, 'edge_density_km': 11412.936469048294, 'street_density_km': 5706.468234524137, 'circuity_avg': 1.069959463798299, 'self_loop_proportion': 0.003205128205128205, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069959463798299\n", - "5647\n", - "12015878.701520454\n", - "{'n': 111, 'm': 292, 'k_avg': 5.261261261261262, 'intersection_count': 97, 'streets_per_node_avg': 2.891891891891892, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 81, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12612612612612611, 2: 0.0, 3: 0.7297297297297297, 4: 0.14414414414414414}, 'edge_length_total': 88770.37799999998, 'edge_length_avg': 304.00814383561635, 'street_length_total': 44385.18900000003, 'street_length_avg': 304.00814383561664, 'street_segments_count': 146, 'node_density_km': 9.237776342229086, 'intersection_density_km': 8.072651398164156, 'edge_density_km': 7387.755835848046, 'street_density_km': 3693.877917924026, 'circuity_avg': 1.043210448686526, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043210448686526\n", - "5648\n", - "7007922.102620047\n", - "{'n': 210, 'm': 554, 'k_avg': 5.276190476190476, 'intersection_count': 169, 'streets_per_node_avg': 2.742857142857143, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 141, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19523809523809524, 2: 0.0, 3: 0.6714285714285714, 4: 0.13333333333333333}, 'edge_length_total': 82217.37800000006, 'edge_length_avg': 148.40681949458494, 'street_length_total': 41108.688999999984, 'street_length_avg': 148.40681949458477, 'street_segments_count': 277, 'node_density_km': 29.96608651250382, 'intersection_density_km': 24.115564860062598, 'edge_density_km': 11732.062199901096, 'street_density_km': 5866.031099950542, 'circuity_avg': 1.0770201710950584, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0770201710950584\n", - "5649\n", - "13009219.116665116\n", - "{'n': 410, 'm': 1098, 'k_avg': 5.35609756097561, 'intersection_count': 341, 'streets_per_node_avg': 2.7829268292682925, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 292, 4: 49}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16829268292682928, 2: 0.0, 3: 0.7121951219512195, 4: 0.11951219512195121}, 'edge_length_total': 168114.57399999985, 'edge_length_avg': 153.1098123861565, 'street_length_total': 84057.28699999998, 'street_length_avg': 153.10981238615662, 'street_segments_count': 549, 'node_density_km': 31.516111483953743, 'intersection_density_km': 26.212180526898113, 'edge_density_km': 12922.72599088143, 'street_density_km': 6461.36299544072, 'circuity_avg': 1.024840785091359, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024840785091359\n", - "5650\n", - "11007958.1705822\n", - "{'n': 516, 'm': 1352, 'k_avg': 5.24031007751938, 'intersection_count': 412, 'streets_per_node_avg': 2.701550387596899, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 358, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20155038759689922, 2: 0.0, 3: 0.6937984496124031, 4: 0.10465116279069768}, 'edge_length_total': 125450.00699999982, 'edge_length_avg': 92.7884667159762, 'street_length_total': 63105.44899999994, 'street_length_avg': 92.66585756240814, 'street_segments_count': 681, 'node_density_km': 46.87517812149438, 'intersection_density_km': 37.4274678024335, 'edge_density_km': 11396.301208270752, 'street_density_km': 5732.711554867978, 'circuity_avg': 1.1133818106653937, 'self_loop_proportion': 0.0029585798816568047, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1133818106653937\n", - "5651\n", - "12012078.721776957\n", - "{'n': 965, 'm': 2555, 'k_avg': 5.295336787564767, 'intersection_count': 756, 'streets_per_node_avg': 2.715025906735751, 'streets_per_node_counts': {0: 0, 1: 209, 2: 0, 3: 616, 4: 137, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21658031088082902, 2: 0.0, 3: 0.6383419689119171, 4: 0.14196891191709846, 5: 0.0031088082901554403}, 'edge_length_total': 222135.46599999955, 'edge_length_avg': 86.94147397260257, 'street_length_total': 111841.20100000015, 'street_length_avg': 86.76586578743223, 'street_segments_count': 1289, 'node_density_km': 80.33580384804927, 'intersection_density_km': 62.936650475777455, 'edge_density_km': 18492.674843804125, 'street_density_km': 9310.728275301828, 'circuity_avg': 1.0716699756627186, 'self_loop_proportion': 0.0031311154598825833, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0716699756627186\n", - "5652\n", - "9015798.130135298\n", - "{'n': 318, 'm': 780, 'k_avg': 4.90566037735849, 'intersection_count': 230, 'streets_per_node_avg': 2.5251572327044025, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 205, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27672955974842767, 2: 0.0, 3: 0.6446540880503144, 4: 0.07861635220125786}, 'edge_length_total': 117187.41400000018, 'edge_length_avg': 150.2402743589746, 'street_length_total': 58593.707, 'street_length_avg': 150.24027435897437, 'street_segments_count': 390, 'node_density_km': 35.2714197245705, 'intersection_density_km': 25.510775272488097, 'edge_density_km': 12998.007753556652, 'street_density_km': 6499.003876778317, 'circuity_avg': 1.0537830029901425, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0537830029901425\n", - "5653\n", - "9005241.541816615\n", - "{'n': 269, 'm': 734, 'k_avg': 5.4572490706319705, 'intersection_count': 223, 'streets_per_node_avg': 2.8810408921933086, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 163, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17100371747211895, 2: 0.0, 3: 0.6059479553903345, 4: 0.22304832713754646}, 'edge_length_total': 121059.37399999995, 'edge_length_avg': 164.93102724795634, 'street_length_total': 60529.68699999998, 'street_length_avg': 164.93102724795637, 'street_segments_count': 367, 'node_density_km': 29.871491925105545, 'intersection_density_km': 24.763355759474113, 'edge_density_km': 13443.212315610894, 'street_density_km': 6721.606157805448, 'circuity_avg': 1.0334340784016505, 'self_loop_proportion': 0.0027247956403269754, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0334340784016505\n", - "5654\n", - "7010991.323534867\n", - "{'n': 201, 'm': 528, 'k_avg': 5.253731343283582, 'intersection_count': 165, 'streets_per_node_avg': 2.736318407960199, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 146, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1791044776119403, 2: 0.0, 3: 0.7263681592039801, 4: 0.0945273631840796}, 'edge_length_total': 85917.68400000012, 'edge_length_avg': 162.7228863636366, 'street_length_total': 42958.84200000001, 'street_length_avg': 162.7228863636364, 'street_segments_count': 264, 'node_density_km': 28.669269540424697, 'intersection_density_km': 23.53447499587102, 'edge_density_km': 12254.712641219094, 'street_density_km': 6127.35632060954, 'circuity_avg': 1.0370814074095844, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0370814074095844\n", - "5655\n", - "19022627.629933413\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 864, 'm': 2285, 'k_avg': 5.289351851851852, 'intersection_count': 722, 'streets_per_node_avg': 2.769675925925926, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 639, 4: 81, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16435185185185186, 2: 0.0, 3: 0.7395833333333334, 4: 0.09375, 5: 0.0023148148148148147}, 'edge_length_total': 271407.3539999996, 'edge_length_avg': 118.7778354485775, 'street_length_total': 137832.42399999982, 'street_length_avg': 118.51455202063613, 'street_segments_count': 1163, 'node_density_km': 45.41959275071108, 'intersection_density_km': 37.95479857177477, 'edge_density_km': 14267.605889152845, 'street_density_km': 7245.7089883371855, 'circuity_avg': 1.0620357328145007, 'self_loop_proportion': 0.00437636761487965, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0620357328145007\n", - "5656\n", - "17016080.289987963\n", - "{'n': 783, 'm': 2182, 'k_avg': 5.5734355044699875, 'intersection_count': 655, 'streets_per_node_avg': 2.8850574712643677, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 492, 4: 160, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16347381864623245, 2: 0.0, 3: 0.6283524904214559, 4: 0.20434227330779056, 5: 0.0038314176245210726}, 'edge_length_total': 272530.4409999995, 'edge_length_avg': 124.89937717690171, 'street_length_total': 136683.86499999996, 'street_length_avg': 124.14519981834692, 'street_segments_count': 1101, 'node_density_km': 46.01529768643058, 'intersection_density_km': 38.493001257486625, 'edge_density_km': 16016.05283681888, 'street_density_km': 8032.6292936231, 'circuity_avg': 1.0490637907740399, 'self_loop_proportion': 0.0009165902841429881, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0490637907740399\n", - "5657\n", - "83187204.7938534\n", - "{'n': 12640, 'm': 35478, 'k_avg': 5.613607594936709, 'intersection_count': 10730, 'streets_per_node_avg': 2.882753164556962, 'streets_per_node_counts': {0: 0, 1: 1910, 2: 12, 3: 8462, 4: 2167, 5: 84, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15110759493670886, 2: 0.0009493670886075949, 3: 0.6694620253164557, 4: 0.17143987341772152, 5: 0.006645569620253164, 6: 0.00039556962025316455}, 'edge_length_total': 2303252.675000005, 'edge_length_avg': 64.92058952026622, 'street_length_total': 1173688.770000001, 'street_length_avg': 64.71953515301908, 'street_segments_count': 18135, 'node_density_km': 151.94644454424503, 'intersection_density_km': 128.98618274998017, 'edge_density_km': 27687.58345358167, 'street_density_km': 14109.005981250657, 'circuity_avg': 1.073232434051706, 'self_loop_proportion': 0.0030441400304414, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.073232434051706\n", - "5658\n", - "9025660.0021989\n", - "{'n': 402, 'm': 1135, 'k_avg': 5.646766169154229, 'intersection_count': 342, 'streets_per_node_avg': 2.9477611940298507, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 246, 4: 93, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14925373134328357, 2: 0.0, 3: 0.6119402985074627, 4: 0.23134328358208955, 5: 0.007462686567164179}, 'edge_length_total': 137986.845, 'edge_length_avg': 121.5743127753304, 'street_length_total': 69129.28399999993, 'street_length_avg': 120.4342926829267, 'street_segments_count': 574, 'node_density_km': 44.539679081869, 'intersection_density_km': 37.89196578606766, 'edge_density_km': 15288.283069202984, 'street_density_km': 7659.194339600443, 'circuity_avg': 1.0453359966910847, 'self_loop_proportion': 0.0052863436123348016, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0453359966910847\n", - "5659\n", - "12026379.134999132\n", - "{'n': 768, 'm': 2077, 'k_avg': 5.408854166666667, 'intersection_count': 637, 'streets_per_node_avg': 2.8346354166666665, 'streets_per_node_counts': {0: 0, 1: 131, 2: 1, 3: 502, 4: 132, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17057291666666666, 2: 0.0013020833333333333, 3: 0.6536458333333334, 4: 0.171875, 5: 0.0026041666666666665}, 'edge_length_total': 193742.94300000064, 'edge_length_avg': 93.28018440057807, 'street_length_total': 97453.81700000007, 'street_length_avg': 92.02437865911243, 'street_segments_count': 1059, 'node_density_km': 63.85961987219983, 'intersection_density_km': 52.966898253374076, 'edge_density_km': 16109.831631381927, 'street_density_km': 8103.338162389232, 'circuity_avg': 1.063274748810733, 'self_loop_proportion': 0.002888781896966779, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063274748810733\n", - "5660\n", - "6016833.01002899\n", - "{'n': 197, 'm': 508, 'k_avg': 5.157360406091371, 'intersection_count': 146, 'streets_per_node_avg': 2.6598984771573604, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 111, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25888324873096447, 2: 0.0, 3: 0.5634517766497462, 4: 0.17766497461928935}, 'edge_length_total': 68485.17999999993, 'edge_length_avg': 134.81334645669278, 'street_length_total': 34242.590000000004, 'street_length_avg': 134.81334645669293, 'street_segments_count': 254, 'node_density_km': 32.74147706470099, 'intersection_density_km': 24.265257113940834, 'edge_density_km': 11382.26370681176, 'street_density_km': 5691.131853405886, 'circuity_avg': 1.088802359579713, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.088802359579713\n", - "5661\n", - "9018785.75521353\n", - "{'n': 264, 'm': 704, 'k_avg': 5.333333333333333, 'intersection_count': 208, 'streets_per_node_avg': 2.731060606060606, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 168, 4: 39, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21212121212121213, 2: 0.0, 3: 0.6363636363636364, 4: 0.14772727272727273, 5: 0.003787878787878788}, 'edge_length_total': 98055.79399999997, 'edge_length_avg': 139.2837982954545, 'street_length_total': 49027.897000000004, 'street_length_avg': 139.28379829545455, 'street_segments_count': 352, 'node_density_km': 29.27223322135004, 'intersection_density_km': 23.062971628942456, 'edge_density_km': 10872.39420709339, 'street_density_km': 5436.197103546697, 'circuity_avg': 1.0447056802773538, 'self_loop_proportion': 0.002840909090909091, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0447056802773538\n", - "5662\n", - "8021139.400056548\n", - "{'n': 545, 'm': 1417, 'k_avg': 5.2, 'intersection_count': 437, 'streets_per_node_avg': 2.757798165137615, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 354, 4: 82, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1981651376146789, 2: 0.0, 3: 0.6495412844036698, 4: 0.15045871559633028, 5: 0.001834862385321101}, 'edge_length_total': 139338.19999999992, 'edge_length_avg': 98.33323923782633, 'street_length_total': 71435.599, 'street_length_avg': 98.39614187327824, 'street_segments_count': 726, 'node_density_km': 67.9454592194418, 'intersection_density_km': 54.48103794292856, 'edge_density_km': 17371.372451028292, 'street_density_km': 8905.916658111739, 'circuity_avg': 1.0601794881344937, 'self_loop_proportion': 0.0056457304163726185, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0601794881344937\n", - "5663\n", - "5998308.553570654\n", - "{'n': 39, 'm': 94, 'k_avg': 4.82051282051282, 'intersection_count': 32, 'streets_per_node_avg': 2.6923076923076925, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 30, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1794871794871795, 2: 0.0, 3: 0.7692307692307693, 4: 0.05128205128205128}, 'edge_length_total': 16098.479999999992, 'edge_length_avg': 171.26042553191482, 'street_length_total': 8049.240000000002, 'street_length_avg': 171.26042553191493, 'street_segments_count': 47, 'node_density_km': 6.5018329170119475, 'intersection_density_km': 5.334837265240572, 'edge_density_km': 2683.8365943040626, 'street_density_km': 1341.9182971520322, 'circuity_avg': 1.050664564769325, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050664564769325\n", - "5664\n", - "15031816.151658665\n", - "{'n': 732, 'm': 1908, 'k_avg': 5.213114754098361, 'intersection_count': 569, 'streets_per_node_avg': 2.7117486338797816, 'streets_per_node_counts': {0: 0, 1: 163, 2: 6, 3: 447, 4: 111, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2226775956284153, 2: 0.00819672131147541, 3: 0.610655737704918, 4: 0.15163934426229508, 5: 0.006830601092896175}, 'edge_length_total': 218315.73199999987, 'edge_length_avg': 114.42124318658274, 'street_length_total': 110025.44799999989, 'street_length_avg': 113.66265289256187, 'street_segments_count': 968, 'node_density_km': 48.69671053814934, 'intersection_density_km': 37.85304412050133, 'edge_density_km': 14523.576512470192, 'street_density_km': 7319.504635363657, 'circuity_avg': 1.0841818142528392, 'self_loop_proportion': 0.006289308176100629, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0841818142528392\n", - "5665\n", - "29068813.531733777\n", - "error with entry 5665\n", - "5666\n", - "9024737.108950065\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 372, 'm': 981, 'k_avg': 5.274193548387097, 'intersection_count': 295, 'streets_per_node_avg': 2.78494623655914, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 223, 4: 70, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20698924731182797, 2: 0.0, 3: 0.5994623655913979, 4: 0.1881720430107527, 5: 0.005376344086021506}, 'edge_length_total': 119845.9020000001, 'edge_length_avg': 122.16707645259949, 'street_length_total': 60817.727000000006, 'street_length_avg': 120.43114257425744, 'street_segments_count': 505, 'node_density_km': 41.2200372718977, 'intersection_density_km': 32.6879327828221, 'edge_density_km': 13279.711148720979, 'street_density_km': 6739.002617559408, 'circuity_avg': 1.052303265417902, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052303265417902\n", - "5667\n", - "22051072.619436085\n", - "{'n': 935, 'm': 2359, 'k_avg': 5.045989304812834, 'intersection_count': 702, 'streets_per_node_avg': 2.602139037433155, 'streets_per_node_counts': {0: 0, 1: 233, 2: 0, 3: 609, 4: 92, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24919786096256685, 2: 0.0, 3: 0.651336898395722, 4: 0.09839572192513368, 5: 0.0010695187165775401}, 'edge_length_total': 264120.8369999993, 'edge_length_avg': 111.963050869012, 'street_length_total': 132744.91299999997, 'street_length_avg': 111.64416568544993, 'street_segments_count': 1189, 'node_density_km': 42.40156549917121, 'intersection_density_km': 31.835186075313572, 'edge_density_km': 11977.686598664592, 'street_density_km': 6019.884623798163, 'circuity_avg': 1.0608476863683889, 'self_loop_proportion': 0.001695633743111488, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0608476863683889\n", - "5668\n", - "11024312.93092674\n", - "{'n': 222, 'm': 603, 'k_avg': 5.4324324324324325, 'intersection_count': 187, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 35, 2: 2, 3: 150, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15765765765765766, 2: 0.009009009009009009, 3: 0.6756756756756757, 4: 0.15765765765765766}, 'edge_length_total': 83445.44700000006, 'edge_length_avg': 138.38382587064686, 'street_length_total': 41864.02699999997, 'street_length_avg': 138.16510561056097, 'street_segments_count': 303, 'node_density_km': 20.137309362583373, 'intersection_density_km': 16.96250833695086, 'edge_density_km': 7569.219734856108, 'street_density_km': 3797.4273101916333, 'circuity_avg': 1.0721181027742508, 'self_loop_proportion': 0.003316749585406302, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0721181027742508\n", - "5669\n", - "6014066.1540500615\n", - "{'n': 173, 'm': 464, 'k_avg': 5.364161849710983, 'intersection_count': 136, 'streets_per_node_avg': 2.815028901734104, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 94, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2138728323699422, 2: 0.0, 3: 0.5433526011560693, 4: 0.24277456647398843}, 'edge_length_total': 56874.11100000007, 'edge_length_avg': 122.57351508620705, 'street_length_total': 28792.172999999995, 'street_length_avg': 122.51988510638296, 'street_segments_count': 235, 'node_density_km': 28.76589574650694, 'intersection_density_km': 22.613652147543025, 'edge_density_km': 9456.848252608472, 'street_density_km': 4787.471947013825, 'circuity_avg': 1.0495123160211004, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0495123160211004\n", - "5670\n", - "12996765.485748189\n", - "{'n': 144, 'm': 425, 'k_avg': 5.902777777777778, 'intersection_count': 129, 'streets_per_node_avg': 3.1875, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 72, 4: 57}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10416666666666667, 2: 0.0, 3: 0.5, 4: 0.3958333333333333}, 'edge_length_total': 95712.62500000001, 'edge_length_avg': 225.20617647058828, 'street_length_total': 51965.90699999997, 'street_length_avg': 234.080662162162, 'street_segments_count': 222, 'node_density_km': 11.07967979863186, 'intersection_density_km': 9.925546486274374, 'edge_density_km': 7364.341928378659, 'street_density_km': 3998.372291704734, 'circuity_avg': 1.0283586509355833, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0283586509355833\n", - "5671\n", - "14027641.413049921\n", - "{'n': 1110, 'm': 3251, 'k_avg': 5.857657657657658, 'intersection_count': 965, 'streets_per_node_avg': 3.017117117117117, 'streets_per_node_counts': {0: 0, 1: 145, 2: 0, 3: 665, 4: 291, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13063063063063063, 2: 0.0, 3: 0.5990990990990991, 4: 0.26216216216216215, 5: 0.008108108108108109}, 'edge_length_total': 272681.4809999994, 'edge_length_avg': 83.87618609658547, 'street_length_total': 138119.54799999986, 'street_length_avg': 83.70881696969688, 'street_segments_count': 1650, 'node_density_km': 79.12948209293164, 'intersection_density_km': 68.79274794565679, 'edge_density_km': 19438.868799877055, 'street_density_km': 9846.241711846667, 'circuity_avg': 1.061230488916896, 'self_loop_proportion': 0.001845585973546601, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061230488916896\n", - "5672\n", - "13995842.542623922\n", - "{'n': 343, 'm': 922, 'k_avg': 5.376093294460642, 'intersection_count': 275, 'streets_per_node_avg': 2.7988338192419824, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 208, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19825072886297376, 2: 0.0, 3: 0.6064139941690962, 4: 0.19533527696793002}, 'edge_length_total': 152169.31600000008, 'edge_length_avg': 165.04264208242958, 'street_length_total': 76084.65800000002, 'street_length_avg': 165.04264208242955, 'street_segments_count': 461, 'node_density_km': 24.507277711606406, 'intersection_density_km': 19.648692042833126, 'edge_density_km': 10872.465558009313, 'street_density_km': 5436.232779004656, 'circuity_avg': 1.0582706162625508, 'self_loop_proportion': 0.006507592190889371, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0582706162625508\n", - "5673\n", - "4010695.34434027\n", - "{'n': 341, 'm': 918, 'k_avg': 5.3841642228739, 'intersection_count': 277, 'streets_per_node_avg': 2.771260997067449, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 227, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.187683284457478, 2: 0.0, 3: 0.6656891495601173, 4: 0.1466275659824047}, 'edge_length_total': 68609.58599999988, 'edge_length_avg': 74.73811111111098, 'street_length_total': 34304.79300000002, 'street_length_avg': 74.73811111111115, 'street_segments_count': 459, 'node_density_km': 85.02266333472706, 'intersection_density_km': 69.06533062674309, 'edge_density_km': 17106.65610560995, 'street_density_km': 8553.328052804995, 'circuity_avg': 1.040711512169361, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040711512169361\n", - "5674\n", - "7015078.714162779\n", - "{'n': 510, 'm': 1350, 'k_avg': 5.294117647058823, 'intersection_count': 415, 'streets_per_node_avg': 2.7529411764705882, 'streets_per_node_counts': {0: 0, 1: 95, 2: 1, 3: 351, 4: 61, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18627450980392157, 2: 0.00196078431372549, 3: 0.6882352941176471, 4: 0.11960784313725491, 5: 0.00392156862745098}, 'edge_length_total': 109740.94399999997, 'edge_length_avg': 81.28958814814813, 'street_length_total': 55306.164000000026, 'street_length_avg': 81.21316299559476, 'street_segments_count': 681, 'node_density_km': 72.70053848011119, 'intersection_density_km': 59.15828131224734, 'edge_density_km': 15643.579847285735, 'street_density_km': 7883.897851116357, 'circuity_avg': 1.0736672843948647, 'self_loop_proportion': 0.002962962962962963, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0736672843948647\n", - "5675\n", - "6014909.449069972\n", - "{'n': 193, 'm': 494, 'k_avg': 5.119170984455959, 'intersection_count': 143, 'streets_per_node_avg': 2.6580310880829017, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 109, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25906735751295334, 2: 0.0, 3: 0.5647668393782384, 4: 0.17616580310880828}, 'edge_length_total': 63877.89599999995, 'edge_length_avg': 129.30748178137642, 'street_length_total': 31938.947999999993, 'street_length_avg': 129.30748178137648, 'street_segments_count': 247, 'node_density_km': 32.08693358298881, 'intersection_density_km': 23.774256488950257, 'edge_density_km': 10619.926457891528, 'street_density_km': 5309.963228945768, 'circuity_avg': 1.035079856930815, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035079856930815\n", - "5676\n", - "5997584.289954925\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1162, 'm': 3179, 'k_avg': 5.4716006884681585, 'intersection_count': 941, 'streets_per_node_avg': 2.7771084337349397, 'streets_per_node_counts': {0: 0, 1: 221, 2: 0, 3: 768, 4: 164, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1901893287435456, 2: 0.0, 3: 0.6609294320137694, 4: 0.14113597246127366, 5: 0.0068846815834767644, 6: 0.0008605851979345956}, 'edge_length_total': 197653.69499999977, 'edge_length_avg': 62.174801824473036, 'street_length_total': 99347.65000000017, 'street_length_avg': 62.20892298058871, 'street_segments_count': 1597, 'node_density_km': 193.74467182498458, 'intersection_density_km': 156.8965027429522, 'edge_density_km': 32955.55100926897, 'street_density_km': 16564.61088281709, 'circuity_avg': 1.0861139402072801, 'self_loop_proportion': 0.0012582573136206354, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0861139402072801\n", - "5677\n", - "6012096.287388556\n", - "{'n': 519, 'm': 1376, 'k_avg': 5.302504816955684, 'intersection_count': 409, 'streets_per_node_avg': 2.7263969171483624, 'streets_per_node_counts': {0: 0, 1: 110, 2: 0, 3: 333, 4: 74, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2119460500963391, 2: 0.0, 3: 0.6416184971098265, 4: 0.14258188824662812, 5: 0.0038535645472061657}, 'edge_length_total': 116751.65900000025, 'edge_length_avg': 84.84858938953506, 'street_length_total': 58790.47800000002, 'street_length_avg': 84.83474458874461, 'street_segments_count': 693, 'node_density_km': 86.32596272429886, 'intersection_density_km': 68.02951590411992, 'edge_density_km': 19419.459273283377, 'street_density_km': 9778.698675090007, 'circuity_avg': 1.06853899630961, 'self_loop_proportion': 0.005813953488372093, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06853899630961\n", - "5678\n", - "5014422.671364006\n", - "{'n': 373, 'm': 1064, 'k_avg': 5.705093833780161, 'intersection_count': 317, 'streets_per_node_avg': 2.9061662198391423, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 244, 4: 70, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15013404825737264, 2: 0.0, 3: 0.6541554959785523, 4: 0.1876675603217158, 5: 0.005361930294906166, 6: 0.002680965147453083}, 'edge_length_total': 87218.32199999999, 'edge_length_avg': 81.97210714285713, 'street_length_total': 43609.16099999997, 'street_length_avg': 81.97210714285708, 'street_segments_count': 532, 'node_density_km': 74.38543267006605, 'intersection_density_km': 63.21764653193281, 'edge_density_km': 17393.49227540788, 'street_density_km': 8696.746137703936, 'circuity_avg': 1.0614604845576274, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0614604845576274\n", - "5679\n", - "18038783.531988055\n", - "{'n': 1958, 'm': 5244, 'k_avg': 5.356486210418795, 'intersection_count': 1542, 'streets_per_node_avg': 2.72829417773238, 'streets_per_node_counts': {0: 0, 1: 416, 2: 0, 3: 1271, 4: 246, 5: 21, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.212461695607763, 2: 0.0, 3: 0.6491317671092952, 4: 0.12563840653728295, 5: 0.010725229826353423, 6: 0.0020429009193054137}, 'edge_length_total': 346824.98100000195, 'edge_length_avg': 66.13748684210563, 'street_length_total': 175310.1099999999, 'street_length_avg': 66.1797319743299, 'street_segments_count': 2649, 'node_density_km': 108.54390466673607, 'intersection_density_km': 85.48248263335394, 'edge_density_km': 19226.628025386497, 'street_density_km': 9718.510657280389, 'circuity_avg': 1.0736434661259153, 'self_loop_proportion': 0.0030511060259344014, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0736434661259153\n", - "5680\n", - "10997835.165267542\n", - "{'n': 467, 'm': 1297, 'k_avg': 5.554603854389722, 'intersection_count': 377, 'streets_per_node_avg': 2.948608137044968, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 222, 4: 154, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19271948608137046, 2: 0.0, 3: 0.4753747323340471, 4: 0.3297644539614561, 5: 0.0021413276231263384}, 'edge_length_total': 175228.20800000007, 'edge_length_avg': 135.1027047031612, 'street_length_total': 88617.192, 'street_length_avg': 135.08718292682926, 'street_segments_count': 656, 'node_density_km': 42.46290228779214, 'intersection_density_km': 34.279473581365394, 'edge_density_km': 15932.972750254648, 'street_density_km': 8057.6941432859, 'circuity_avg': 1.0393523839685417, 'self_loop_proportion': 0.0015420200462606013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0393523839685417\n", - "5681\n", - "5999153.606599437\n", - "{'n': 148, 'm': 342, 'k_avg': 4.621621621621622, 'intersection_count': 106, 'streets_per_node_avg': 2.47972972972973, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 99, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28378378378378377, 2: 0.0, 3: 0.668918918918919, 4: 0.0472972972972973}, 'edge_length_total': 50230.63399999997, 'edge_length_avg': 146.87319883040928, 'street_length_total': 25115.317000000003, 'street_length_avg': 146.87319883040936, 'street_segments_count': 171, 'node_density_km': 24.670146774903532, 'intersection_density_km': 17.6691591766201, 'edge_density_km': 8372.953468759859, 'street_density_km': 4186.476734379932, 'circuity_avg': 1.0471123356560463, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0471123356560463\n", - "5682\n", - "45103179.66908779\n", - "{'n': 2830, 'm': 7764, 'k_avg': 5.486925795053003, 'intersection_count': 2308, 'streets_per_node_avg': 2.829328621908127, 'streets_per_node_counts': {0: 0, 1: 522, 2: 1, 3: 1763, 4: 527, 5: 16, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18445229681978798, 2: 0.00035335689045936394, 3: 0.6229681978798587, 4: 0.1862190812720848, 5: 0.005653710247349823, 6: 0.00035335689045936394}, 'edge_length_total': 761299.294000004, 'edge_length_avg': 98.05503529108758, 'street_length_total': 388617.11299999914, 'street_length_avg': 97.83915231621327, 'street_segments_count': 3972, 'node_density_km': 62.74502198654494, 'intersection_density_km': 51.17155856711863, 'edge_density_km': 16879.06040295809, 'street_density_km': 8616.17996449914, 'circuity_avg': 1.067795171259648, 'self_loop_proportion': 0.0038639876352395673, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067795171259648\n", - "5683\n", - "14997694.675030885\n", - "{'n': 1896, 'm': 4765, 'k_avg': 5.026371308016878, 'intersection_count': 1373, 'streets_per_node_avg': 2.5406118143459917, 'streets_per_node_counts': {0: 0, 1: 523, 2: 1, 3: 1204, 4: 160, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2758438818565401, 2: 0.0005274261603375527, 3: 0.6350210970464135, 4: 0.08438818565400844, 5: 0.004219409282700422}, 'edge_length_total': 282625.92099999957, 'edge_length_avg': 59.31289003147945, 'street_length_total': 141791.2870000003, 'street_length_avg': 59.302085738184985, 'street_segments_count': 2391, 'node_density_km': 126.41942919111303, 'intersection_density_km': 91.54740310094842, 'edge_density_km': 18844.624265523496, 'street_density_km': 9454.205467728547, 'circuity_avg': 1.114224330561732, 'self_loop_proportion': 0.0033578174186778592, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.114224330561732\n", - "5684\n", - "8017732.336059067\n", - "{'n': 247, 'm': 668, 'k_avg': 5.4089068825910935, 'intersection_count': 203, 'streets_per_node_avg': 2.8097165991902835, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 166, 4: 33, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17813765182186234, 2: 0.0, 3: 0.6720647773279352, 4: 0.13360323886639677, 5: 0.016194331983805668}, 'edge_length_total': 94969.46000000005, 'edge_length_avg': 142.16985029940128, 'street_length_total': 47484.72999999996, 'street_length_avg': 142.16985029940108, 'street_segments_count': 334, 'node_density_km': 30.806715620717167, 'intersection_density_km': 25.31887963969872, 'edge_density_km': 11844.92772013391, 'street_density_km': 5922.463860066947, 'circuity_avg': 1.0775270919408322, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0775270919408322\n", - "5685\n", - "10021758.010955758\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 291, 'm': 817, 'k_avg': 5.615120274914089, 'intersection_count': 234, 'streets_per_node_avg': 2.9140893470790377, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 146, 4: 87, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1958762886597938, 2: 0.0, 3: 0.5017182130584192, 4: 0.29896907216494845, 5: 0.003436426116838488}, 'edge_length_total': 140021.15599999987, 'edge_length_avg': 171.3845238678089, 'street_length_total': 70293.26700000002, 'street_length_avg': 171.02984671532852, 'street_segments_count': 411, 'node_density_km': 29.036821651638324, 'intersection_density_km': 23.349196792039063, 'edge_density_km': 13971.715925182898, 'street_density_km': 7014.06548862541, 'circuity_avg': 1.0344618426650893, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0344618426650893\n", - "5686\n", - "96006230.67230128\n", - "{'n': 13465, 'm': 36072, 'k_avg': 5.357890828072781, 'intersection_count': 10433, 'streets_per_node_avg': 2.725287783141478, 'streets_per_node_counts': {0: 0, 1: 3032, 2: 9, 3: 8093, 4: 2294, 5: 33, 6: 3, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2251763832157445, 2: 0.000668399554400297, 3: 0.6010397326401783, 4: 0.17036761975492015, 5: 0.0024507983661344224, 6: 0.0002227998514667657, 7: 0.0, 8: 7.426661715558857e-05}, 'edge_length_total': 2246033.027999998, 'edge_length_avg': 62.26527578176974, 'street_length_total': 1135017.3500000078, 'street_length_avg': 62.11105122031344, 'street_segments_count': 18274, 'node_density_km': 140.2513139585719, 'intersection_density_km': 108.67003034012481, 'edge_density_km': 23394.6589952729, 'street_density_km': 11822.33009307667, 'circuity_avg': 1.0830481669045382, 'self_loop_proportion': 0.003243512974051896, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0830481669045382\n", - "5687\n", - "78195956.30198875\n", - "{'n': 11019, 'm': 30046, 'k_avg': 5.453489427352754, 'intersection_count': 8945, 'streets_per_node_avg': 2.8322896814592977, 'streets_per_node_counts': {0: 0, 1: 2074, 2: 13, 3: 6687, 4: 2186, 5: 54, 6: 3, 7: 0, 8: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18822034667392684, 2: 0.0011797803793447681, 3: 0.6068608766675742, 4: 0.1983846084036664, 5: 0.004900626191124422, 6: 0.0002722570106180234, 7: 0.0, 8: 0.00018150467374534896}, 'edge_length_total': 2098023.1029999857, 'edge_length_avg': 69.82703531252032, 'street_length_total': 1082364.0580000023, 'street_length_avg': 69.7354589266157, 'street_segments_count': 15521, 'node_density_km': 140.9152150712908, 'intersection_density_km': 114.39210443894147, 'edge_density_km': 26830.327324056616, 'street_density_km': 13841.688358154586, 'circuity_avg': 1.0800096655442422, 'self_loop_proportion': 0.0031285362444252148, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0800096655442422\n", - "5688\n", - "8019843.003053811\n", - "{'n': 155, 'm': 394, 'k_avg': 5.083870967741936, 'intersection_count': 112, 'streets_per_node_avg': 2.5806451612903225, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 91, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27741935483870966, 2: 0.0, 3: 0.5870967741935483, 4: 0.13548387096774195}, 'edge_length_total': 54656.88800000004, 'edge_length_avg': 138.7230659898478, 'street_length_total': 27328.444, 'street_length_avg': 138.72306598984773, 'street_segments_count': 197, 'node_density_km': 19.327061632126565, 'intersection_density_km': 13.965360663214033, 'edge_density_km': 6815.206729007998, 'street_density_km': 3407.603364503996, 'circuity_avg': 1.1144561492064804, 'self_loop_proportion': 0.01015228426395939, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1144561492064804\n", - "5689\n", - "7001438.486411642\n", - "{'n': 634, 'm': 1660, 'k_avg': 5.236593059936909, 'intersection_count': 479, 'streets_per_node_avg': 2.686119873817035, 'streets_per_node_counts': {0: 0, 1: 155, 2: 0, 3: 368, 4: 111}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2444794952681388, 2: 0.0, 3: 0.580441640378549, 4: 0.1750788643533123}, 'edge_length_total': 139685.52900000004, 'edge_length_avg': 84.1479090361446, 'street_length_total': 69922.71600000004, 'street_length_avg': 84.14285920577623, 'street_segments_count': 831, 'node_density_km': 90.55282014266984, 'intersection_density_km': 68.41451237908336, 'edge_density_km': 19950.975684654095, 'street_density_km': 9986.90713854099, 'circuity_avg': 1.0736954449794704, 'self_loop_proportion': 0.0012048192771084338, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0736954449794704\n", - "5690\n", - "10025236.020504506\n", - "{'n': 36, 'm': 80, 'k_avg': 4.444444444444445, 'intersection_count': 27, 'streets_per_node_avg': 2.5555555555555554, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 25, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6944444444444444, 4: 0.05555555555555555}, 'edge_length_total': 13521.401000000007, 'edge_length_avg': 169.0175125000001, 'street_length_total': 7031.932000000001, 'street_length_avg': 156.26515555555557, 'street_segments_count': 45, 'node_density_km': 3.5909379017481076, 'intersection_density_km': 2.6932034263110807, 'edge_density_km': 1348.7364259898552, 'street_density_km': 701.4230872587605, 'circuity_avg': 1.3909085267207397, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3909085267207397\n", - "5691\n", - "19035054.906762213\n", - "{'n': 775, 'm': 1988, 'k_avg': 5.130322580645161, 'intersection_count': 593, 'streets_per_node_avg': 2.6516129032258067, 'streets_per_node_counts': {0: 0, 1: 182, 2: 0, 3: 499, 4: 94}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23483870967741935, 2: 0.0, 3: 0.6438709677419355, 4: 0.12129032258064516}, 'edge_length_total': 239544.16500000015, 'edge_length_avg': 120.49505281690149, 'street_length_total': 121861.40600000012, 'street_length_avg': 120.0604985221676, 'street_segments_count': 1015, 'node_density_km': 40.71435589737547, 'intersection_density_km': 31.153049093088587, 'edge_density_km': 12584.369531547922, 'street_density_km': 6401.946650372351, 'circuity_avg': 1.0923265571818292, 'self_loop_proportion': 0.0030181086519114686, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0923265571818292\n", - "5692\n", - "12022890.055041224\n", - "{'n': 556, 'm': 1395, 'k_avg': 5.017985611510792, 'intersection_count': 401, 'streets_per_node_avg': 2.5485611510791366, 'streets_per_node_counts': {0: 0, 1: 155, 2: 0, 3: 343, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2787769784172662, 2: 0.0, 3: 0.6169064748201439, 4: 0.10251798561151079, 5: 0.0017985611510791368}, 'edge_length_total': 154925.4020000003, 'edge_length_avg': 111.05763584229412, 'street_length_total': 77559.972, 'street_length_avg': 111.11743839541546, 'street_segments_count': 698, 'node_density_km': 46.24512055376137, 'intersection_density_km': 33.35304557924156, 'edge_density_km': 12885.870309945964, 'street_density_km': 6451.025639004237, 'circuity_avg': 1.0683413450029884, 'self_loop_proportion': 0.0014336917562724014, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0683413450029884\n", - "5693\n", - "15037665.810793785\n", - "{'n': 756, 'm': 2021, 'k_avg': 5.3465608465608465, 'intersection_count': 620, 'streets_per_node_avg': 2.7791005291005293, 'streets_per_node_counts': {0: 0, 1: 136, 2: 0, 3: 516, 4: 103, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17989417989417988, 2: 0.0, 3: 0.6825396825396826, 4: 0.13624338624338625, 5: 0.0013227513227513227}, 'edge_length_total': 221315.9940000007, 'edge_length_avg': 109.50816130628436, 'street_length_total': 110947.43399999994, 'street_length_avg': 108.45301466275653, 'street_segments_count': 1023, 'node_density_km': 50.27375987151915, 'intersection_density_km': 41.22980306923528, 'edge_density_km': 14717.443304342074, 'street_density_km': 7377.969120737058, 'circuity_avg': 1.0505402491779348, 'self_loop_proportion': 0.0019792182088075212, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0505402491779348\n", - "5694\n", - "10019176.46219251\n", - "{'n': 321, 'm': 826, 'k_avg': 5.146417445482866, 'intersection_count': 246, 'streets_per_node_avg': 2.7009345794392523, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 195, 4: 48, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2336448598130841, 2: 0.0, 3: 0.6074766355140186, 4: 0.14953271028037382, 5: 0.009345794392523364}, 'edge_length_total': 121623.85399999979, 'edge_length_avg': 147.24437530266317, 'street_length_total': 61320.19300000001, 'street_length_avg': 147.05082254196645, 'street_segments_count': 417, 'node_density_km': 32.03856137391108, 'intersection_density_km': 24.552916193090734, 'edge_density_km': 12139.106887571943, 'street_density_km': 6120.282762898981, 'circuity_avg': 1.0652964287117217, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0652964287117217\n", - "5695\n", - "30990146.61320881\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2238, 'm': 5917, 'k_avg': 5.287756925826631, 'intersection_count': 1727, 'streets_per_node_avg': 2.709562109025916, 'streets_per_node_counts': {0: 0, 1: 511, 2: 0, 3: 1360, 4: 362, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22832886505808758, 2: 0.0, 3: 0.6076854334226989, 4: 0.16175156389633602, 5: 0.002234137622877569}, 'edge_length_total': 570927.8879999998, 'edge_length_avg': 96.4894182862937, 'street_length_total': 286374.643000001, 'street_length_avg': 96.29275151311398, 'street_segments_count': 2974, 'node_density_km': 72.21650248812007, 'intersection_density_km': 55.72739043654306, 'edge_density_km': 18422.88438082624, 'street_density_km': 9240.828918116205, 'circuity_avg': 1.073471248876179, 'self_loop_proportion': 0.0016900456312320432, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.073471248876179\n", - "5696\n", - "15028390.061402012\n", - "{'n': 1205, 'm': 3287, 'k_avg': 5.4556016597510375, 'intersection_count': 990, 'streets_per_node_avg': 2.7784232365145227, 'streets_per_node_counts': {0: 0, 1: 215, 2: 0, 3: 829, 4: 159, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17842323651452283, 2: 0.0, 3: 0.6879668049792531, 4: 0.13195020746887967, 5: 0.0016597510373443983}, 'edge_length_total': 297174.46699999983, 'edge_length_avg': 90.40902555521747, 'street_length_total': 149332.59599999993, 'street_length_avg': 90.28572914147517, 'street_segments_count': 1654, 'node_density_km': 80.18157600891978, 'intersection_density_km': 65.8753197085731, 'edge_density_km': 19774.20507358565, 'street_density_km': 9936.699499405231, 'circuity_avg': 1.058207570592962, 'self_loop_proportion': 0.002433830240340736, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058207570592962\n", - "5697\n", - "14029578.017854344\n", - "{'n': 643, 'm': 1754, 'k_avg': 5.455676516329705, 'intersection_count': 519, 'streets_per_node_avg': 2.8040435458786934, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 399, 4: 118, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19284603421461896, 2: 0.0, 3: 0.6205287713841369, 4: 0.18351477449455678, 5: 0.003110419906687403}, 'edge_length_total': 208407.81700000045, 'edge_length_avg': 118.81859578107209, 'street_length_total': 104641.796, 'street_length_avg': 118.50713023782559, 'street_segments_count': 883, 'node_density_km': 45.83174199407169, 'intersection_density_km': 36.99327230936735, 'edge_density_km': 14854.888488789624, 'street_density_km': 7458.655981443675, 'circuity_avg': 1.055636334090246, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055636334090246\n", - "5698\n", - "5013169.989613332\n", - "{'n': 237, 'm': 649, 'k_avg': 5.476793248945148, 'intersection_count': 188, 'streets_per_node_avg': 2.8734177215189876, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 120, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20675105485232068, 2: 0.0, 3: 0.5063291139240507, 4: 0.2869198312236287}, 'edge_length_total': 81851.3119999999, 'edge_length_avg': 126.11912480739585, 'street_length_total': 41116.17800000001, 'street_length_avg': 125.73754740061165, 'street_segments_count': 327, 'node_density_km': 47.275476493124046, 'intersection_density_km': 37.50122185952456, 'edge_density_km': 16327.256440452986, 'street_density_km': 8201.632516987782, 'circuity_avg': 1.0289399728793172, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0289399728793172\n", - "5699\n", - "57138252.15218542\n", - "{'n': 5944, 'm': 16017, 'k_avg': 5.389300134589502, 'intersection_count': 4682, 'streets_per_node_avg': 2.734185733512786, 'streets_per_node_counts': {0: 0, 1: 1262, 2: 2, 3: 3753, 4: 908, 5: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2123149394347241, 2: 0.00033647375504710633, 3: 0.631393001345895, 4: 0.15275908479138628, 5: 0.00319650067294751}, 'edge_length_total': 1287662.6410000098, 'edge_length_avg': 80.3934969719679, 'street_length_total': 648661.9219999996, 'street_length_avg': 80.45918159265685, 'street_segments_count': 8062, 'node_density_km': 104.02838337036277, 'intersection_density_km': 81.94160345559195, 'edge_density_km': 22535.912326655925, 'street_density_km': 11352.498502619836, 'circuity_avg': 1.077402807580781, 'self_loop_proportion': 0.0034962851969782107, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077402807580781\n", - "5700\n", - "9023169.80079678\n", - "{'n': 407, 'm': 1072, 'k_avg': 5.267813267813268, 'intersection_count': 313, 'streets_per_node_avg': 2.7248157248157248, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 237, 4: 76}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23095823095823095, 2: 0.0, 3: 0.5823095823095823, 4: 0.18673218673218672}, 'edge_length_total': 114369.17599999989, 'edge_length_avg': 106.68766417910437, 'street_length_total': 57184.587999999974, 'street_length_avg': 106.68766417910443, 'street_segments_count': 536, 'node_density_km': 45.106100071846186, 'intersection_density_km': 34.688474993827654, 'edge_density_km': 12675.055277126741, 'street_density_km': 6337.527638563374, 'circuity_avg': 1.0611872604186814, 'self_loop_proportion': 0.0018656716417910447, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0611872604186814\n", - "5701\n", - "6995151.756137461\n", - "{'n': 308, 'm': 792, 'k_avg': 5.142857142857143, 'intersection_count': 248, 'streets_per_node_avg': 2.6720779220779223, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 229, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19480519480519481, 2: 0.0, 3: 0.7435064935064936, 4: 0.06168831168831169}, 'edge_length_total': 101587.50600000004, 'edge_length_avg': 128.2670530303031, 'street_length_total': 50793.75299999994, 'street_length_avg': 128.2670530303029, 'street_segments_count': 396, 'node_density_km': 44.03049579728768, 'intersection_density_km': 35.45312648612774, 'edge_density_km': 14522.559272694605, 'street_density_km': 7261.279636347292, 'circuity_avg': 1.056045979070636, 'self_loop_proportion': 0.005050505050505051, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056045979070636\n", - "5702\n", - "5010776.374556418\n", - "{'n': 302, 'm': 709, 'k_avg': 4.695364238410596, 'intersection_count': 207, 'streets_per_node_avg': 2.4503311258278146, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 185, 4: 20, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31456953642384106, 2: 0.0, 3: 0.6125827814569537, 4: 0.06622516556291391, 5: 0.006622516556291391}, 'edge_length_total': 66637.02300000003, 'edge_length_avg': 93.98733850493657, 'street_length_total': 33472.201000000015, 'street_length_avg': 93.7596666666667, 'street_segments_count': 357, 'node_density_km': 60.2701013626326, 'intersection_density_km': 41.31096351677135, 'edge_density_km': 13298.74215468239, 'street_density_km': 6680.042871193421, 'circuity_avg': 1.0844705294671488, 'self_loop_proportion': 0.011283497884344146, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0844705294671488\n", - "5703\n", - "10020090.371391429\n", - "{'n': 596, 'm': 1440, 'k_avg': 4.832214765100671, 'intersection_count': 424, 'streets_per_node_avg': 2.488255033557047, 'streets_per_node_counts': {0: 0, 1: 172, 2: 0, 3: 386, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28859060402684567, 2: 0.0, 3: 0.6476510067114094, 4: 0.06208053691275168, 5: 0.0016778523489932886}, 'edge_length_total': 137017.32700000005, 'edge_length_avg': 95.15092152777781, 'street_length_total': 68655.934, 'street_length_avg': 94.69783999999999, 'street_segments_count': 725, 'node_density_km': 59.48050146350497, 'intersection_density_km': 42.314987618332395, 'edge_density_km': 13674.260602599064, 'street_density_km': 6851.827823431712, 'circuity_avg': 1.082371926723313, 'self_loop_proportion': 0.005555555555555556, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.082371926723313\n", - "5704\n", - "17992839.58823028\n", - "{'n': 1877, 'm': 5004, 'k_avg': 5.331912626531699, 'intersection_count': 1413, 'streets_per_node_avg': 2.692061800745871, 'streets_per_node_counts': {0: 0, 1: 464, 2: 0, 3: 1073, 4: 331, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24720298348428343, 2: 0.0, 3: 0.5716568993074055, 4: 0.176345231752797, 5: 0.004262120404901438, 6: 0.0005327650506126798}, 'edge_length_total': 370615.7519999997, 'edge_length_avg': 74.06389928057548, 'street_length_total': 186108.4059999996, 'street_length_avg': 74.20590350877177, 'street_segments_count': 2508, 'node_density_km': 104.31927605400367, 'intersection_density_km': 78.53123977853339, 'edge_density_km': 20597.957881113547, 'street_density_km': 10343.470528228318, 'circuity_avg': 1.0717059530113102, 'self_loop_proportion': 0.0007993605115907274, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0717059530113102\n", - "5705\n", - "4997790.64691522\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 147, 'm': 370, 'k_avg': 5.034013605442177, 'intersection_count': 118, 'streets_per_node_avg': 2.6802721088435373, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 107, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19727891156462585, 2: 0.0, 3: 0.7278911564625851, 4: 0.07482993197278912}, 'edge_length_total': 59695.39000000004, 'edge_length_avg': 161.33889189189202, 'street_length_total': 29847.694999999985, 'street_length_avg': 161.33889189189182, 'street_segments_count': 185, 'node_density_km': 29.412996739015597, 'intersection_density_km': 23.61043275648871, 'edge_density_km': 11944.355859892963, 'street_density_km': 5972.177929946474, 'circuity_avg': 1.04530206848451, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04530206848451\n", - "5706\n", - "14027761.680235816\n", - "{'n': 805, 'm': 2286, 'k_avg': 5.679503105590062, 'intersection_count': 689, 'streets_per_node_avg': 2.937888198757764, 'streets_per_node_counts': {0: 0, 1: 116, 2: 0, 3: 511, 4: 174, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14409937888198757, 2: 0.0, 3: 0.6347826086956522, 4: 0.21614906832298136, 5: 0.004968944099378882}, 'edge_length_total': 218317.6269999999, 'edge_length_avg': 95.50202405949251, 'street_length_total': 109809.92400000007, 'street_length_avg': 95.15591334488741, 'street_segments_count': 1154, 'node_density_km': 57.38620446725948, 'intersection_density_km': 49.116888047132655, 'edge_density_km': 15563.254635812278, 'street_density_km': 7828.043169190346, 'circuity_avg': 1.0603019694152251, 'self_loop_proportion': 0.0017497812773403325, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0603019694152251\n", - "5707\n", - "5997688.668575935\n", - "{'n': 142, 'm': 358, 'k_avg': 5.042253521126761, 'intersection_count': 115, 'streets_per_node_avg': 2.7183098591549295, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 101, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19014084507042253, 2: 0.0, 3: 0.7112676056338029, 4: 0.09859154929577464}, 'edge_length_total': 49063.00200000001, 'edge_length_avg': 137.04749162011174, 'street_length_total': 24531.500999999986, 'street_length_avg': 137.04749162011166, 'street_segments_count': 179, 'node_density_km': 23.675787098451686, 'intersection_density_km': 19.174052931844678, 'edge_density_km': 8180.318237766968, 'street_density_km': 4090.159118883481, 'circuity_avg': 1.0692762881904045, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0692762881904045\n", - "5708\n", - "10014571.588164719\n", - "{'n': 693, 'm': 1668, 'k_avg': 4.813852813852814, 'intersection_count': 502, 'streets_per_node_avg': 2.5238095238095237, 'streets_per_node_counts': {0: 0, 1: 191, 2: 1, 3: 450, 4: 49, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2756132756132756, 2: 0.001443001443001443, 3: 0.6493506493506493, 4: 0.0707070707070707, 5: 0.002886002886002886}, 'edge_length_total': 164517.69200000042, 'edge_length_avg': 98.63170983213455, 'street_length_total': 83245.06999999995, 'street_length_avg': 97.82029377203284, 'street_segments_count': 851, 'node_density_km': 69.19916582542498, 'intersection_density_km': 50.12695706257336, 'edge_density_km': 16427.831240871892, 'street_density_km': 8312.394521037671, 'circuity_avg': 1.1017800839699028, 'self_loop_proportion': 0.0035971223021582736, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1017800839699028\n", - "5709\n", - "9012938.789019028\n", - "{'n': 236, 'm': 648, 'k_avg': 5.491525423728813, 'intersection_count': 206, 'streets_per_node_avg': 2.8516949152542375, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 182, 4: 23, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1271186440677966, 2: 0.0, 3: 0.7711864406779662, 4: 0.09745762711864407, 5: 0.00423728813559322}, 'edge_length_total': 74075.64000000009, 'edge_length_avg': 114.31425925925939, 'street_length_total': 37037.820000000014, 'street_length_avg': 114.3142592592593, 'street_segments_count': 324, 'node_density_km': 26.184578140875885, 'intersection_density_km': 22.856030072120475, 'edge_density_km': 8218.81094879404, 'street_density_km': 4109.405474397017, 'circuity_avg': 1.0562566311212684, 'self_loop_proportion': 0.009259259259259259, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0562566311212684\n", - "5710\n", - "83132343.03663953\n", - "{'n': 10112, 'm': 27854, 'k_avg': 5.509098101265823, 'intersection_count': 8340, 'streets_per_node_avg': 2.8452333860759493, 'streets_per_node_counts': {0: 0, 1: 1772, 2: 15, 3: 6414, 4: 1841, 5: 57, 6: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1752373417721519, 2: 0.0014833860759493672, 3: 0.6342958860759493, 4: 0.182060917721519, 5: 0.005636867088607595, 6: 0.0012856012658227847}, 'edge_length_total': 2032882.4709999838, 'edge_length_avg': 72.98350222589157, 'street_length_total': 1042915.9250000004, 'street_length_avg': 72.8344105733641, 'street_segments_count': 14319, 'node_density_km': 121.63737518553116, 'intersection_density_km': 100.32196489787675, 'edge_density_km': 24453.568812610232, 'street_density_km': 12545.248779290972, 'circuity_avg': 1.0846674527648934, 'self_loop_proportion': 0.002369498097221225, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0846674527648934\n", - "5711\n", - "15021353.891006509\n", - "{'n': 524, 'm': 1365, 'k_avg': 5.209923664122138, 'intersection_count': 441, 'streets_per_node_avg': 2.763358778625954, 'streets_per_node_counts': {0: 0, 1: 83, 2: 2, 3: 395, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15839694656488548, 2: 0.003816793893129771, 3: 0.7538167938931297, 4: 0.08396946564885496}, 'edge_length_total': 188607.7609999999, 'edge_length_avg': 138.1741838827838, 'street_length_total': 95254.53599999993, 'street_length_avg': 137.4524329004328, 'street_segments_count': 693, 'node_density_km': 34.88367318965343, 'intersection_density_km': 29.358205871444966, 'edge_density_km': 12555.976136939425, 'street_density_km': 6341.275006977243, 'circuity_avg': 1.0857232795500005, 'self_loop_proportion': 0.005128205128205128, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0857232795500005\n", - "5712\n", - "7010462.5246802615\n", - "{'n': 158, 'm': 402, 'k_avg': 5.0886075949367084, 'intersection_count': 122, 'streets_per_node_avg': 2.632911392405063, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 108, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22784810126582278, 2: 0.0, 3: 0.6835443037974683, 4: 0.08860759493670886}, 'edge_length_total': 51878.815999999984, 'edge_length_avg': 129.0517810945273, 'street_length_total': 25939.40799999998, 'street_length_avg': 129.05178109452726, 'street_segments_count': 201, 'node_density_km': 22.537742615949035, 'intersection_density_km': 17.40256075408723, 'edge_density_km': 7400.19874827961, 'street_density_km': 3700.0993741398033, 'circuity_avg': 1.089282290540152, 'self_loop_proportion': 0.009950248756218905, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.089282290540152\n", - "5713\n", - "7011306.5938327275\n", - "{'n': 335, 'm': 877, 'k_avg': 5.235820895522388, 'intersection_count': 270, 'streets_per_node_avg': 2.7671641791044777, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 218, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19402985074626866, 2: 0.0, 3: 0.6507462686567164, 4: 0.15522388059701492}, 'edge_length_total': 102530.7889999999, 'edge_length_avg': 116.91081984036477, 'street_length_total': 51463.63999999996, 'street_length_avg': 115.64862921348306, 'street_segments_count': 445, 'node_density_km': 47.77996733086413, 'intersection_density_km': 38.50922740099497, 'edge_density_km': 14623.635071127519, 'street_density_km': 7340.092650529406, 'circuity_avg': 1.0700201362898962, 'self_loop_proportion': 0.002280501710376283, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0700201362898962\n", - "5714\n", - "15006578.326562542\n", - "{'n': 1814, 'm': 4728, 'k_avg': 5.212789415656009, 'intersection_count': 1400, 'streets_per_node_avg': 2.644983461962514, 'streets_per_node_counts': {0: 0, 1: 414, 2: 0, 3: 1225, 4: 168, 5: 5, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22822491730981256, 2: 0.0, 3: 0.675303197353914, 4: 0.0926130099228225, 5: 0.0027563395810363835, 6: 0.0011025358324145535}, 'edge_length_total': 341492.0999999989, 'edge_length_avg': 72.22760152284242, 'street_length_total': 170746.0500000005, 'street_length_avg': 72.22760152284286, 'street_segments_count': 2364, 'node_density_km': 120.88032065171788, 'intersection_density_km': 93.29241946659594, 'edge_density_km': 22756.160169806164, 'street_density_km': 11378.080084903151, 'circuity_avg': 1.068900980031094, 'self_loop_proportion': 0.0012690355329949238, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068900980031094\n", - "5715\n", - "9017070.566102436\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 542, 'm': 1311, 'k_avg': 4.837638376383764, 'intersection_count': 402, 'streets_per_node_avg': 2.555350553505535, 'streets_per_node_counts': {0: 0, 1: 140, 2: 2, 3: 360, 4: 39, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25830258302583026, 2: 0.0036900369003690036, 3: 0.6642066420664207, 4: 0.07195571955719557, 5: 0.0018450184501845018}, 'edge_length_total': 119797.59700000002, 'edge_length_avg': 91.37879252479026, 'street_length_total': 61741.13899999999, 'street_length_avg': 91.60406379821957, 'street_segments_count': 674, 'node_density_km': 60.10821319703563, 'intersection_density_km': 44.58210646717403, 'edge_density_km': 13285.644835735346, 'street_density_km': 6847.139383837289, 'circuity_avg': 1.0722661443877348, 'self_loop_proportion': 0.004576659038901602, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0722661443877348\n", - "5716\n", - "7998985.775613746\n", - "{'n': 40, 'm': 86, 'k_avg': 4.3, 'intersection_count': 29, 'streets_per_node_avg': 2.525, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 26, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.275, 2: 0.0, 3: 0.65, 4: 0.075}, 'edge_length_total': 21753.253999999994, 'edge_length_avg': 252.9448139534883, 'street_length_total': 10876.627000000006, 'street_length_avg': 252.9448139534885, 'street_segments_count': 43, 'node_density_km': 5.000633970614966, 'intersection_density_km': 3.6254596286958503, 'edge_density_km': 2719.5015230953964, 'street_density_km': 1359.7507615476993, 'circuity_avg': 1.2107631113589032, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2107631113589032\n", - "5717\n", - "23035235.375271674\n", - "{'n': 968, 'm': 2540, 'k_avg': 5.24793388429752, 'intersection_count': 760, 'streets_per_node_avg': 2.705578512396694, 'streets_per_node_counts': {0: 0, 1: 208, 2: 2, 3: 629, 4: 125, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21487603305785125, 2: 0.002066115702479339, 3: 0.6497933884297521, 4: 0.12913223140495866, 5: 0.004132231404958678}, 'edge_length_total': 272460.2519999995, 'edge_length_avg': 107.26781574803131, 'street_length_total': 137164.59100000004, 'street_length_avg': 106.41162994569437, 'street_segments_count': 1289, 'node_density_km': 42.02257907202233, 'intersection_density_km': 32.99293398216629, 'edge_density_km': 11827.977772368915, 'street_density_km': 5954.55565204453, 'circuity_avg': 1.0722100879273553, 'self_loop_proportion': 0.005511811023622047, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0722100879273553\n", - "5718\n", - "12988483.712028123\n", - "{'n': 1567, 'm': 4009, 'k_avg': 5.116783663050414, 'intersection_count': 1165, 'streets_per_node_avg': 2.5832801531589022, 'streets_per_node_counts': {0: 0, 1: 402, 2: 0, 3: 1021, 4: 138, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25654116145500955, 2: 0.0, 3: 0.6515634971282706, 4: 0.08806636885768986, 5: 0.003190810465858328, 6: 0.0006381620931716656}, 'edge_length_total': 295309.1390000003, 'edge_length_avg': 73.66154627089057, 'street_length_total': 147698.18699999966, 'street_length_avg': 73.66493117206966, 'street_segments_count': 2005, 'node_density_km': 120.64533741909095, 'intersection_density_km': 89.69484243346584, 'edge_density_km': 22736.228919972094, 'street_density_km': 11371.472627187588, 'circuity_avg': 1.081584501201657, 'self_loop_proportion': 0.002993265153404839, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.081584501201657\n", - "5719\n", - "26038273.42895403\n", - "{'n': 1507, 'm': 3880, 'k_avg': 5.149303251493032, 'intersection_count': 1141, 'streets_per_node_avg': 2.652952886529529, 'streets_per_node_counts': {0: 0, 1: 366, 2: 1, 3: 934, 4: 202, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24286662242866622, 2: 0.0006635700066357001, 3: 0.6197743861977438, 4: 0.13404114134041142, 5: 0.0026542800265428003}, 'edge_length_total': 366167.3589999996, 'edge_length_avg': 94.37303067010299, 'street_length_total': 184868.3530000004, 'street_length_avg': 93.8418035532997, 'street_segments_count': 1970, 'node_density_km': 57.8763413062652, 'intersection_density_km': 43.82010977468388, 'edge_density_km': 14062.658954676654, 'street_density_km': 7099.869870574082, 'circuity_avg': 1.087787459760446, 'self_loop_proportion': 0.004639175257731959, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.087787459760446\n", - "5720\n", - "9013503.23268667\n", - "{'n': 554, 'm': 1436, 'k_avg': 5.184115523465704, 'intersection_count': 465, 'streets_per_node_avg': 2.7870036101083033, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 409, 4: 52, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16064981949458484, 2: 0.0, 3: 0.7382671480144405, 4: 0.09386281588447654, 5: 0.007220216606498195}, 'edge_length_total': 113890.56300000018, 'edge_length_avg': 79.31097701949874, 'street_length_total': 59130.780999999944, 'street_length_avg': 78.11199603698803, 'street_segments_count': 757, 'node_density_km': 61.46333847099185, 'intersection_density_km': 51.58926424009243, 'edge_density_km': 12635.549137763235, 'street_density_km': 6560.244055337708, 'circuity_avg': 1.0651714387348001, 'self_loop_proportion': 0.004178272980501393, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0651714387348001\n", - "5721\n", - "167251330.42318192\n", - "{'n': 20535, 'm': 54439, 'k_avg': 5.302069637204772, 'intersection_count': 16442, 'streets_per_node_avg': 2.7856829802775747, 'streets_per_node_counts': {0: 0, 1: 4093, 2: 41, 3: 12688, 4: 3610, 5: 94, 6: 8, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.199318237156075, 2: 0.001996591185780375, 3: 0.617871925980034, 4: 0.1757974190406623, 5: 0.00457755052349647, 6: 0.00038957876795714635, 7: 4.8697345994643294e-05}, 'edge_length_total': 3948286.419999997, 'edge_length_avg': 72.52679916971283, 'street_length_total': 2070425.277999997, 'street_length_avg': 72.67965310492494, 'street_segments_count': 28487, 'node_density_km': 122.77929238614739, 'intersection_density_km': 98.30714026847019, 'edge_density_km': 23606.905906278782, 'street_density_km': 12379.125910456884, 'circuity_avg': 1.0806406586705954, 'self_loop_proportion': 0.004206543103289921, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0806406586705954\n", - "5722\n", - "3004453.814974838\n", - "{'n': 153, 'm': 394, 'k_avg': 5.150326797385621, 'intersection_count': 123, 'streets_per_node_avg': 2.6993464052287583, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 109, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19607843137254902, 2: 0.0, 3: 0.7124183006535948, 4: 0.0915032679738562}, 'edge_length_total': 37744.71000000002, 'edge_length_avg': 95.79875634517772, 'street_length_total': 18872.354999999992, 'street_length_avg': 95.79875634517762, 'street_segments_count': 197, 'node_density_km': 50.924397385446696, 'intersection_density_km': 40.939221427515974, 'edge_density_km': 12562.919027702254, 'street_density_km': 6281.459513851121, 'circuity_avg': 1.077257087284942, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077257087284942\n", - "5723\n", - "10014388.032162495\n", - "{'n': 815, 'm': 2113, 'k_avg': 5.185276073619632, 'intersection_count': 637, 'streets_per_node_avg': 2.7006134969325153, 'streets_per_node_counts': {0: 0, 1: 178, 2: 1, 3: 526, 4: 107, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2184049079754601, 2: 0.001226993865030675, 3: 0.645398773006135, 4: 0.1312883435582822, 5: 0.0036809815950920245}, 'edge_length_total': 194261.34599999984, 'edge_length_avg': 91.93627354472306, 'street_length_total': 98638.7539999999, 'street_length_avg': 92.0137630597014, 'street_segments_count': 1072, 'node_density_km': 81.38290601308064, 'intersection_density_km': 63.60847991451825, 'edge_density_km': 19398.22437238347, 'street_density_km': 9849.703614759968, 'circuity_avg': 1.0975927061843787, 'self_loop_proportion': 0.01419782300047326, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0975927061843787\n", - "5724\n", - "12988554.08434095\n", - "{'n': 910, 'm': 2364, 'k_avg': 5.195604395604396, 'intersection_count': 693, 'streets_per_node_avg': 2.61978021978022, 'streets_per_node_counts': {0: 0, 1: 217, 2: 0, 3: 608, 4: 82, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23846153846153847, 2: 0.0, 3: 0.6681318681318681, 4: 0.09010989010989011, 5: 0.0032967032967032967}, 'edge_length_total': 204744.074000001, 'edge_length_avg': 86.60916835871447, 'street_length_total': 102372.03699999969, 'street_length_avg': 86.60916835871379, 'street_segments_count': 1182, 'node_density_km': 70.06168616544466, 'intersection_density_km': 53.35466869522323, 'edge_density_km': 15763.423139365546, 'street_density_km': 7881.71156968271, 'circuity_avg': 1.103738212025628, 'self_loop_proportion': 0.005076142131979695, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.103738212025628\n", - "5725\n", - "41993404.31867021\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2965, 'm': 7687, 'k_avg': 5.185160202360877, 'intersection_count': 2215, 'streets_per_node_avg': 2.6249578414839796, 'streets_per_node_counts': {0: 0, 1: 750, 2: 0, 3: 1837, 4: 368, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25295109612141653, 2: 0.0, 3: 0.6195615514333895, 4: 0.12411467116357504, 5: 0.003372681281618887}, 'edge_length_total': 752835.7180000008, 'edge_length_avg': 97.93621933133873, 'street_length_total': 377097.45499999943, 'street_length_avg': 97.94739090909076, 'street_segments_count': 3850, 'node_density_km': 70.60632611492669, 'intersection_density_km': 52.746378531049785, 'edge_density_km': 17927.47528366713, 'street_density_km': 8979.921040417825, 'circuity_avg': 1.087745958150344, 'self_loop_proportion': 0.0054637700013008975, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.087745958150344\n", - "5726\n", - "9995306.625044595\n", - "{'n': 978, 'm': 2584, 'k_avg': 5.284253578732106, 'intersection_count': 759, 'streets_per_node_avg': 2.6993865030674846, 'streets_per_node_counts': {0: 0, 1: 219, 2: 0, 3: 620, 4: 134, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22392638036809817, 2: 0.0, 3: 0.6339468302658486, 4: 0.13701431492842536, 5: 0.005112474437627812}, 'edge_length_total': 214400.99800000028, 'edge_length_avg': 82.97252244582054, 'street_length_total': 107200.49900000001, 'street_length_avg': 82.97252244582045, 'street_segments_count': 1292, 'node_density_km': 97.84592276033719, 'intersection_density_km': 75.93563944283837, 'edge_density_km': 21450.167167737458, 'street_density_km': 10725.083583868716, 'circuity_avg': 1.055678196051109, 'self_loop_proportion': 0.0023219814241486067, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055678196051109\n", - "5727\n", - "6009037.52846606\n", - "{'n': 714, 'm': 1804, 'k_avg': 5.053221288515406, 'intersection_count': 570, 'streets_per_node_avg': 2.7212885154061626, 'streets_per_node_counts': {0: 0, 1: 144, 2: 1, 3: 480, 4: 88, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20168067226890757, 2: 0.0014005602240896359, 3: 0.6722689075630253, 4: 0.12324929971988796, 5: 0.0014005602240896359}, 'edge_length_total': 127864.113, 'edge_length_avg': 70.87811141906873, 'street_length_total': 67302.76900000013, 'street_length_avg': 71.14457610993671, 'street_segments_count': 946, 'node_density_km': 118.8210252669639, 'intersection_density_km': 94.85712101144178, 'edge_density_km': 21278.634455897656, 'street_density_km': 11200.257725330042, 'circuity_avg': 1.0849412652717938, 'self_loop_proportion': 0.005543237250554324, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0849412652717938\n", - "5728\n", - "19029192.991309844\n", - "{'n': 2720, 'm': 7392, 'k_avg': 5.435294117647059, 'intersection_count': 2193, 'streets_per_node_avg': 2.7900735294117647, 'streets_per_node_counts': {0: 0, 1: 527, 2: 2, 3: 1724, 4: 451, 5: 14, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19375, 2: 0.0007352941176470588, 3: 0.6338235294117647, 4: 0.16580882352941176, 5: 0.005147058823529412, 6: 0.0007352941176470588}, 'edge_length_total': 487778.5310000017, 'edge_length_avg': 65.98735538419936, 'street_length_total': 246417.36600000007, 'street_length_avg': 65.93988921594864, 'street_segments_count': 3737, 'node_density_km': 142.93827390589584, 'intersection_density_km': 115.24398333662852, 'edge_density_km': 25633.169584372703, 'street_density_km': 12949.438586940218, 'circuity_avg': 1.0906341835701667, 'self_loop_proportion': 0.004464285714285714, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0906341835701667\n", - "5729\n", - "13024088.039633373\n", - "{'n': 489, 'm': 1224, 'k_avg': 5.006134969325154, 'intersection_count': 378, 'streets_per_node_avg': 2.6319018404907975, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 337, 4: 40, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22699386503067484, 2: 0.0, 3: 0.689161554192229, 4: 0.081799591002045, 5: 0.002044989775051125}, 'edge_length_total': 161588.4090000004, 'edge_length_avg': 132.01667401960816, 'street_length_total': 81194.64900000006, 'street_length_avg': 130.95911129032268, 'street_segments_count': 620, 'node_density_km': 37.54581499387387, 'intersection_density_km': 29.023145332687776, 'edge_density_km': 12406.888567420117, 'street_density_km': 6234.190735882471, 'circuity_avg': 1.0615659718555928, 'self_loop_proportion': 0.0032679738562091504, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0615659718555928\n", - "5730\n", - "19032168.624432396\n", - "{'n': 1348, 'm': 3553, 'k_avg': 5.271513353115727, 'intersection_count': 1061, 'streets_per_node_avg': 2.6973293768545994, 'streets_per_node_counts': {0: 0, 1: 287, 2: 0, 3: 899, 4: 159, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2129080118694362, 2: 0.0, 3: 0.6669139465875371, 4: 0.11795252225519288, 5: 0.001483679525222552, 6: 0.000741839762611276}, 'edge_length_total': 338697.17699999927, 'edge_length_avg': 95.32709738249346, 'street_length_total': 170504.7349999996, 'street_length_avg': 95.14773158482122, 'street_segments_count': 1792, 'node_density_km': 70.82745149018466, 'intersection_density_km': 55.7477196076305, 'edge_density_km': 17796.03699839016, 'street_density_km': 8958.765465177494, 'circuity_avg': 1.0802566708187888, 'self_loop_proportion': 0.0033774275260343373, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0802566708187888\n", - "5731\n", - "7011183.30886538\n", - "{'n': 390, 'm': 1035, 'k_avg': 5.3076923076923075, 'intersection_count': 326, 'streets_per_node_avg': 2.812820512820513, 'streets_per_node_counts': {0: 0, 1: 64, 2: 2, 3: 270, 4: 51, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1641025641025641, 2: 0.005128205128205128, 3: 0.6923076923076923, 4: 0.13076923076923078, 5: 0.007692307692307693}, 'edge_length_total': 100648.50799999986, 'edge_length_avg': 97.24493526570035, 'street_length_total': 51798.18700000004, 'street_length_avg': 97.000350187266, 'street_segments_count': 534, 'node_density_km': 55.625417681899656, 'intersection_density_km': 46.49714401102381, 'edge_density_km': 14355.423837333361, 'street_density_km': 7387.937915487557, 'circuity_avg': 1.0980286420369822, 'self_loop_proportion': 0.005797101449275362, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0980286420369822\n", - "5732\n", - "5007968.273044852\n", - "{'n': 186, 'm': 462, 'k_avg': 4.967741935483871, 'intersection_count': 135, 'streets_per_node_avg': 2.543010752688172, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 119, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27419354838709675, 2: 0.0, 3: 0.6397849462365591, 4: 0.08064516129032258, 5: 0.005376344086021506}, 'edge_length_total': 57656.90800000004, 'edge_length_avg': 124.79850216450225, 'street_length_total': 28828.45399999999, 'street_length_avg': 124.79850216450212, 'street_segments_count': 231, 'node_density_km': 37.140810376362815, 'intersection_density_km': 26.957039789295592, 'edge_density_km': 11513.033800620418, 'street_density_km': 5756.516900310203, 'circuity_avg': 1.064013270730426, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064013270730426\n", - "5733\n", - "9022671.987451334\n", - "{'n': 1159, 'm': 3224, 'k_avg': 5.563416738567731, 'intersection_count': 953, 'streets_per_node_avg': 2.843830888697153, 'streets_per_node_counts': {0: 0, 1: 206, 2: 0, 3: 725, 4: 225, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17773943054357205, 2: 0.0, 3: 0.6255392579810182, 4: 0.19413287316652286, 5: 0.0025884383088869713}, 'edge_length_total': 208411.34599999935, 'edge_length_avg': 64.64371774193528, 'street_length_total': 104282.18700000014, 'street_length_avg': 64.5710136222911, 'street_segments_count': 1615, 'node_density_km': 128.45418758566518, 'intersection_density_km': 105.62281343325186, 'edge_density_km': 23098.628243369185, 'street_density_km': 11557.794314703564, 'circuity_avg': 1.0533814256406624, 'self_loop_proportion': 0.0024813895781637717, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0533814256406624\n", - "5734\n", - "5015882.11900633\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 126, 'm': 346, 'k_avg': 5.492063492063492, 'intersection_count': 108, 'streets_per_node_avg': 2.880952380952381, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 87, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.6904761904761905, 4: 0.16666666666666666}, 'edge_length_total': 54342.69999999999, 'edge_length_avg': 157.05982658959536, 'street_length_total': 27171.349999999988, 'street_length_avg': 157.0598265895953, 'street_segments_count': 173, 'node_density_km': 25.120207574766766, 'intersection_density_km': 21.53160649265723, 'edge_density_km': 10834.126223597441, 'street_density_km': 5417.06311179872, 'circuity_avg': 1.03460806837081, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03460806837081\n", - "5735\n", - "8023117.014006461\n", - "{'n': 277, 'm': 746, 'k_avg': 5.386281588447654, 'intersection_count': 227, 'streets_per_node_avg': 2.8303249097472922, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 174, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18050541516245489, 2: 0.0, 3: 0.628158844765343, 4: 0.19133574007220217}, 'edge_length_total': 112489.01000000002, 'edge_length_avg': 150.7895576407507, 'street_length_total': 56244.50500000001, 'street_length_avg': 150.7895576407507, 'street_segments_count': 373, 'node_density_km': 34.52523495748892, 'intersection_density_km': 28.293243087906085, 'edge_density_km': 14020.611914748453, 'street_density_km': 7010.305957374227, 'circuity_avg': 1.03034452410879, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03034452410879\n", - "5736\n", - "17058653.792524874\n", - "{'n': 523, 'm': 1398, 'k_avg': 5.346080305927342, 'intersection_count': 421, 'streets_per_node_avg': 2.7590822179732313, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 344, 4: 76, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1950286806883365, 2: 0.0, 3: 0.6577437858508605, 4: 0.14531548757170173, 5: 0.0019120458891013384}, 'edge_length_total': 212156.40399999983, 'edge_length_avg': 151.75708440629458, 'street_length_total': 106078.20200000003, 'street_length_avg': 151.75708440629475, 'street_segments_count': 699, 'node_density_km': 30.658925748828977, 'intersection_density_km': 24.67955590871319, 'edge_density_km': 12436.878465343323, 'street_density_km': 6218.439232671669, 'circuity_avg': 1.0644318717382872, 'self_loop_proportion': 0.002861230329041488, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0644318717382872\n", - "5737\n", - "7020438.606233295\n", - "{'n': 233, 'm': 647, 'k_avg': 5.553648068669528, 'intersection_count': 201, 'streets_per_node_avg': 2.9012875536480687, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 161, 4: 39, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13733905579399142, 2: 0.0, 3: 0.6909871244635193, 4: 0.16738197424892703, 5: 0.004291845493562232}, 'edge_length_total': 67772.784, 'edge_length_avg': 104.7492797527048, 'street_length_total': 34047.693999999996, 'street_length_avg': 104.76213538461538, 'street_segments_count': 325, 'node_density_km': 33.1888095699782, 'intersection_density_km': 28.630689800710808, 'edge_density_km': 9653.639580271525, 'street_density_km': 4849.795847480211, 'circuity_avg': 1.038459015958417, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038459015958417\n", - "5738\n", - "28071890.510011982\n", - "{'n': 752, 'm': 1754, 'k_avg': 4.664893617021277, 'intersection_count': 564, 'streets_per_node_avg': 2.6236702127659575, 'streets_per_node_counts': {0: 0, 1: 188, 2: 0, 3: 474, 4: 87, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6303191489361702, 4: 0.11569148936170212, 5: 0.003989361702127659}, 'edge_length_total': 255678.22299999982, 'edge_length_avg': 145.76865621436707, 'street_length_total': 138369.61999999985, 'street_length_avg': 143.38820725388587, 'street_segments_count': 965, 'node_density_km': 26.788363246564934, 'intersection_density_km': 20.091272434923702, 'edge_density_km': 9107.980202074772, 'street_density_km': 4929.116546341958, 'circuity_avg': 1.1250868512405316, 'self_loop_proportion': 0.010262257696693273, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1250868512405316\n", - "5739\n", - "22055727.2613725\n", - "{'n': 388, 'm': 922, 'k_avg': 4.752577319587629, 'intersection_count': 271, 'streets_per_node_avg': 2.466494845360825, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 245, 4: 25, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3015463917525773, 2: 0.0, 3: 0.6314432989690721, 4: 0.06443298969072164, 5: 0.002577319587628866}, 'edge_length_total': 151945.353, 'edge_length_avg': 164.7997321041215, 'street_length_total': 78129.11300000001, 'street_length_avg': 166.58659488272923, 'street_segments_count': 469, 'node_density_km': 17.59180259177068, 'intersection_density_km': 12.287057995798595, 'edge_density_km': 6889.156326579668, 'street_density_km': 3542.350341665321, 'circuity_avg': 1.1011005364218334, 'self_loop_proportion': 0.008676789587852495, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1011005364218334\n", - "5740\n", - "5011941.667424834\n", - "{'n': 133, 'm': 332, 'k_avg': 4.992481203007519, 'intersection_count': 105, 'streets_per_node_avg': 2.6766917293233083, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 92, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21052631578947367, 2: 0.0, 3: 0.6917293233082706, 4: 0.09774436090225563}, 'edge_length_total': 60678.92, 'edge_length_avg': 182.7678313253012, 'street_length_total': 30339.46000000001, 'street_length_avg': 182.76783132530127, 'street_segments_count': 166, 'node_density_km': 26.536621697821193, 'intersection_density_km': 20.94996449827989, 'edge_density_km': 12106.868759942528, 'street_density_km': 6053.434379971267, 'circuity_avg': 1.0703940959695641, 'self_loop_proportion': 0.012048192771084338, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0703940959695641\n", - "5741\n", - "3011526.014351549\n", - "{'n': 117, 'm': 334, 'k_avg': 5.7094017094017095, 'intersection_count': 102, 'streets_per_node_avg': 2.8803418803418803, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 87, 4: 14, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1282051282051282, 2: 0.0, 3: 0.7435897435897436, 4: 0.11965811965811966, 5: 0.008547008547008548}, 'edge_length_total': 39951.83399999998, 'edge_length_avg': 119.61626946107779, 'street_length_total': 19975.917000000005, 'street_length_avg': 119.61626946107788, 'street_segments_count': 167, 'node_density_km': 38.850735289162955, 'intersection_density_km': 33.869871790552324, 'edge_density_km': 13266.308778210083, 'street_density_km': 6633.154389105046, 'circuity_avg': 1.1558057145987237, 'self_loop_proportion': 0.011976047904191617, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1558057145987237\n", - "5742\n", - "10038107.07485729\n", - "{'n': 262, 'm': 670, 'k_avg': 5.114503816793893, 'intersection_count': 202, 'streets_per_node_avg': 2.66412213740458, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 170, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22900763358778625, 2: 0.0, 3: 0.648854961832061, 4: 0.12213740458015267}, 'edge_length_total': 105422.27600000007, 'edge_length_avg': 157.34668059701502, 'street_length_total': 52711.138000000006, 'street_length_avg': 157.34668059701494, 'street_segments_count': 335, 'node_density_km': 26.10053848262271, 'intersection_density_km': 20.123315929350333, 'edge_density_km': 10502.206762075093, 'street_density_km': 5251.103381037544, 'circuity_avg': 1.0474983852433764, 'self_loop_proportion': 0.0029850746268656717, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0474983852433764\n", - "5743\n", - "14048919.307849487\n", - "{'n': 440, 'm': 1141, 'k_avg': 5.1863636363636365, 'intersection_count': 342, 'streets_per_node_avg': 2.6863636363636365, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 285, 4: 56, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22272727272727272, 2: 0.0, 3: 0.6477272727272727, 4: 0.12727272727272726, 5: 0.0022727272727272726}, 'edge_length_total': 166669.13900000026, 'edge_length_avg': 146.07286503067508, 'street_length_total': 83728.302, 'street_length_avg': 144.11067469879518, 'street_segments_count': 581, 'node_density_km': 31.319134971055092, 'intersection_density_km': 24.34350945477464, 'edge_density_km': 11863.484681478523, 'street_density_km': 5959.768161898322, 'circuity_avg': 1.0395308221545387, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0395308221545387\n", - "5744\n", - "9033246.35229128\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 164, 'm': 393, 'k_avg': 4.7926829268292686, 'intersection_count': 116, 'streets_per_node_avg': 2.5121951219512195, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 101, 4: 14, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2926829268292683, 2: 0.0, 3: 0.6158536585365854, 4: 0.08536585365853659, 5: 0.006097560975609756}, 'edge_length_total': 43864.92800000006, 'edge_length_avg': 111.61559287531821, 'street_length_total': 22098.338999999985, 'street_length_avg': 111.04692964824113, 'street_segments_count': 199, 'node_density_km': 18.15515636395784, 'intersection_density_km': 12.841452062311644, 'edge_density_km': 4855.942845937521, 'street_density_km': 2446.334145906997, 'circuity_avg': 1.1282056231867674, 'self_loop_proportion': 0.005089058524173028, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1282056231867674\n", - "5745\n", - "5019428.527427733\n", - "{'n': 66, 'm': 160, 'k_avg': 4.848484848484849, 'intersection_count': 50, 'streets_per_node_avg': 2.5757575757575757, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 46, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24242424242424243, 2: 0.0, 3: 0.696969696969697, 4: 0.06060606060606061}, 'edge_length_total': 26863.78999999999, 'edge_length_avg': 167.89868749999994, 'street_length_total': 13431.894999999995, 'street_length_avg': 167.89868749999994, 'street_segments_count': 80, 'node_density_km': 13.148907219089839, 'intersection_density_km': 9.961293347795333, 'edge_density_km': 5351.961852471413, 'street_density_km': 2675.9809262357066, 'circuity_avg': 1.0639583581500645, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639583581500645\n", - "5746\n", - "10018011.830224635\n", - "{'n': 986, 'm': 2633, 'k_avg': 5.340770791075051, 'intersection_count': 782, 'streets_per_node_avg': 2.734279918864097, 'streets_per_node_counts': {0: 0, 1: 204, 2: 0, 3: 641, 4: 136, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20689655172413793, 2: 0.0, 3: 0.6501014198782962, 4: 0.13793103448275862, 5: 0.005070993914807302}, 'edge_length_total': 216330.13000000012, 'edge_length_avg': 82.16108241549568, 'street_length_total': 108474.522, 'street_length_avg': 82.11545950037849, 'street_segments_count': 1321, 'node_density_km': 98.42272266291492, 'intersection_density_km': 78.05940073265666, 'edge_density_km': 21594.11804119913, 'street_density_km': 10827.9490819455, 'circuity_avg': 1.084078968902594, 'self_loop_proportion': 0.0030383592859855677, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084078968902594\n", - "5747\n", - "24039313.134737577\n", - "{'n': 1960, 'm': 5124, 'k_avg': 5.228571428571429, 'intersection_count': 1540, 'streets_per_node_avg': 2.705612244897959, 'streets_per_node_counts': {0: 0, 1: 420, 2: 1, 3: 1279, 4: 256, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21428571428571427, 2: 0.0005102040816326531, 3: 0.6525510204081633, 4: 0.1306122448979592, 5: 0.0020408163265306124}, 'edge_length_total': 490775.7640000007, 'edge_length_avg': 95.7798134270103, 'street_length_total': 247416.17700000032, 'street_length_avg': 95.1234821222608, 'street_segments_count': 2601, 'node_density_km': 81.53311157496165, 'intersection_density_km': 64.06173052318415, 'edge_density_km': 20415.54853290771, 'street_density_km': 10292.148349383411, 'circuity_avg': 1.0692575328173195, 'self_loop_proportion': 0.00351288056206089, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0692575328173195\n", - "5748\n", - "28040997.229793906\n", - "{'n': 1283, 'm': 3499, 'k_avg': 5.454403741231489, 'intersection_count': 1027, 'streets_per_node_avg': 2.7981293842556507, 'streets_per_node_counts': {0: 0, 1: 256, 2: 4, 3: 767, 4: 255, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1995323460639127, 2: 0.003117692907248636, 3: 0.5978176149649259, 4: 0.19875292283710055, 5: 0.000779423226812159}, 'edge_length_total': 469859.5989999989, 'edge_length_avg': 134.2839665618745, 'street_length_total': 236087.2819999999, 'street_length_avg': 133.68475764439404, 'street_segments_count': 1766, 'node_density_km': 45.75443553187176, 'intersection_density_km': 36.62494566736734, 'edge_density_km': 16756.16580785391, 'street_density_km': 8419.361125614829, 'circuity_avg': 1.0411323337734921, 'self_loop_proportion': 0.0011431837667905116, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0411323337734921\n", - "5749\n", - "6013697.826164187\n", - "{'n': 182, 'm': 533, 'k_avg': 5.857142857142857, 'intersection_count': 165, 'streets_per_node_avg': 2.9945054945054945, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 132, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09340659340659341, 2: 0.0, 3: 0.7252747252747253, 4: 0.1813186813186813}, 'edge_length_total': 92015.70000000008, 'edge_length_avg': 172.63733583489696, 'street_length_total': 46041.92299999999, 'street_length_avg': 172.44165917602993, 'street_segments_count': 267, 'node_density_km': 30.26424094808368, 'intersection_density_km': 27.437361299086852, 'edge_density_km': 15301.018218717505, 'street_density_km': 7656.175007610524, 'circuity_avg': 1.0320799758827508, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0320799758827508\n", - "5750\n", - "17022545.759603728\n", - "{'n': 527, 'm': 1528, 'k_avg': 5.798861480075901, 'intersection_count': 475, 'streets_per_node_avg': 3.0227703984819736, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 359, 4: 116}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09867172675521822, 2: 0.0, 3: 0.681214421252372, 4: 0.22011385199240988}, 'edge_length_total': 226388.3469999998, 'edge_length_avg': 148.15991295811506, 'street_length_total': 113701.21499999985, 'street_length_avg': 148.0484570312498, 'street_segments_count': 768, 'node_density_km': 30.9589415967749, 'intersection_density_km': 27.90416937090717, 'edge_density_km': 13299.323743763574, 'street_density_km': 6679.4483390272135, 'circuity_avg': 1.0381030868403924, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0381030868403924\n", - "5751\n", - "7010547.225910981\n", - "{'n': 326, 'm': 943, 'k_avg': 5.785276073619632, 'intersection_count': 289, 'streets_per_node_avg': 2.98159509202454, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 222, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11349693251533742, 2: 0.0, 3: 0.6809815950920245, 4: 0.20245398773006135, 5: 0.003067484662576687}, 'edge_length_total': 106095.3389999999, 'edge_length_avg': 112.50831283138908, 'street_length_total': 53537.90300000001, 'street_length_avg': 112.23879035639416, 'street_segments_count': 477, 'node_density_km': 46.50136280304967, 'intersection_density_km': 41.22360076712072, 'edge_density_km': 15133.674388194911, 'street_density_km': 7636.765187476939, 'circuity_avg': 1.060028833431118, 'self_loop_proportion': 0.0021208907741251328, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060028833431118\n", - "5752\n", - "17033405.54331514\n", - "{'n': 530, 'm': 1410, 'k_avg': 5.320754716981132, 'intersection_count': 434, 'streets_per_node_avg': 2.7339622641509433, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 384, 4: 49, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1811320754716981, 2: 0.0, 3: 0.7245283018867924, 4: 0.09245283018867924, 5: 0.0018867924528301887}, 'edge_length_total': 209748.55600000033, 'edge_length_avg': 148.757841134752, 'street_length_total': 104874.278, 'street_length_avg': 148.75784113475177, 'street_segments_count': 705, 'node_density_km': 31.115327974328757, 'intersection_density_km': 25.479344039356, 'edge_density_km': 12313.95304166391, 'street_density_km': 6156.976520831946, 'circuity_avg': 1.0432243493216358, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0432243493216358\n", - "5753\n", - "11025572.388823792\n", - "{'n': 383, 'm': 1085, 'k_avg': 5.66579634464752, 'intersection_count': 337, 'streets_per_node_avg': 2.971279373368146, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 262, 4: 69, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12010443864229765, 2: 0.0, 3: 0.6840731070496083, 4: 0.1801566579634465, 5: 0.015665796344647518}, 'edge_length_total': 157911.18500000026, 'edge_length_avg': 145.5402626728113, 'street_length_total': 78992.45199999995, 'street_length_avg': 145.47412891344374, 'street_segments_count': 543, 'node_density_km': 34.73742554973678, 'intersection_density_km': 30.565306554207034, 'edge_density_km': 14322.266403154623, 'street_density_km': 7164.47629331894, 'circuity_avg': 1.043226834611132, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043226834611132\n", - "5754\n", - "12021942.33345978\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 407, 'm': 1156, 'k_avg': 5.680589680589681, 'intersection_count': 325, 'streets_per_node_avg': 2.8992628992628995, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 203, 4: 121, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20147420147420148, 2: 0.0, 3: 0.4987714987714988, 4: 0.2972972972972973, 5: 0.002457002457002457}, 'edge_length_total': 165485.28600000023, 'edge_length_avg': 143.1533615916957, 'street_length_total': 82742.643, 'street_length_avg': 143.1533615916955, 'street_segments_count': 578, 'node_density_km': 33.85476229304703, 'intersection_density_km': 27.033901093956477, 'edge_density_km': 13765.270320704942, 'street_density_km': 6882.635160352462, 'circuity_avg': 1.050716697326109, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050716697326109\n", - "5755\n", - "17034775.842072595\n", - "{'n': 585, 'm': 1478, 'k_avg': 5.052991452991453, 'intersection_count': 450, 'streets_per_node_avg': 2.6717948717948716, 'streets_per_node_counts': {0: 0, 1: 135, 2: 1, 3: 371, 4: 77, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0017094017094017094, 3: 0.6341880341880342, 4: 0.13162393162393163, 5: 0.0017094017094017094}, 'edge_length_total': 186079.27299999958, 'edge_length_avg': 125.89937280108227, 'street_length_total': 95008.37999999998, 'street_length_avg': 126.3409308510638, 'street_segments_count': 752, 'node_density_km': 34.34151440696762, 'intersection_density_km': 26.416549543821247, 'edge_density_km': 10923.49407618384, 'street_density_km': 5577.319060773767, 'circuity_avg': 1.0907196966434458, 'self_loop_proportion': 0.0040595399188092015, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0907196966434458\n", - "5756\n", - "18031268.885190487\n", - "{'n': 536, 'm': 1325, 'k_avg': 4.9440298507462686, 'intersection_count': 392, 'streets_per_node_avg': 2.5690298507462686, 'streets_per_node_counts': {0: 0, 1: 144, 2: 0, 3: 335, 4: 57}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26865671641791045, 2: 0.0, 3: 0.625, 4: 0.10634328358208955}, 'edge_length_total': 186491.92000000004, 'edge_length_avg': 140.74861886792456, 'street_length_total': 94025.31999999986, 'street_length_avg': 139.7107280832093, 'street_segments_count': 673, 'node_density_km': 29.726138710084328, 'intersection_density_km': 21.740011892449733, 'edge_density_km': 10342.69530266782, 'street_density_km': 5214.570344365788, 'circuity_avg': 1.0846929376104468, 'self_loop_proportion': 0.0030188679245283017, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0846929376104468\n", - "5757\n", - "28048727.321565002\n", - "{'n': 1039, 'm': 2928, 'k_avg': 5.63618864292589, 'intersection_count': 849, 'streets_per_node_avg': 2.8681424446583255, 'streets_per_node_counts': {0: 0, 1: 190, 2: 1, 3: 605, 4: 242, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18286814244465832, 2: 0.0009624639076034649, 3: 0.5822906641000962, 4: 0.2329162656400385, 5: 0.0009624639076034649}, 'edge_length_total': 384716.7130000005, 'edge_length_avg': 131.3923200136614, 'street_length_total': 192951.5220000001, 'street_length_avg': 131.17030727396337, 'street_segments_count': 1471, 'node_density_km': 37.04267890975483, 'intersection_density_km': 30.26875302635404, 'edge_density_km': 13716.01315772408, 'street_density_km': 6879.154258512511, 'circuity_avg': 1.047612987409288, 'self_loop_proportion': 0.00273224043715847, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047612987409288\n", - "5758\n", - "7013282.487812998\n", - "{'n': 246, 'm': 715, 'k_avg': 5.813008130081301, 'intersection_count': 219, 'streets_per_node_avg': 3.0447154471544717, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 155, 4: 63, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10975609756097561, 2: 0.0, 3: 0.6300813008130082, 4: 0.25609756097560976, 5: 0.0040650406504065045}, 'edge_length_total': 97812.478, 'edge_length_avg': 136.80066853146855, 'street_length_total': 49091.13, 'street_length_avg': 135.2372727272727, 'street_segments_count': 363, 'node_density_km': 35.076299924817654, 'intersection_density_km': 31.226462128191326, 'edge_density_km': 13946.747214299303, 'street_density_km': 6999.736583448022, 'circuity_avg': 1.028575807106045, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028575807106045\n", - "5759\n", - "23055551.728382137\n", - "{'n': 1277, 'm': 3316, 'k_avg': 5.193422083007047, 'intersection_count': 976, 'streets_per_node_avg': 2.672670321064996, 'streets_per_node_counts': {0: 0, 1: 301, 2: 0, 3: 792, 4: 184}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23570869224745497, 2: 0.0, 3: 0.620203602192639, 4: 0.14408770555990602}, 'edge_length_total': 353492.48100000125, 'edge_length_avg': 106.60207509047082, 'street_length_total': 177957.65000000029, 'street_length_avg': 105.67556413301679, 'street_segments_count': 1684, 'node_density_km': 55.3879610015132, 'intersection_density_km': 42.332537147593484, 'edge_density_km': 15332.206540294606, 'street_density_km': 7718.64634151993, 'circuity_avg': 1.0697299320574112, 'self_loop_proportion': 0.0048250904704463205, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0697299320574112\n", - "5760\n", - "8014541.562133868\n", - "{'n': 312, 'm': 822, 'k_avg': 5.269230769230769, 'intersection_count': 254, 'streets_per_node_avg': 2.7596153846153846, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 213, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1858974358974359, 2: 0.0, 3: 0.6826923076923077, 4: 0.13141025641025642}, 'edge_length_total': 114398.27799999985, 'edge_length_avg': 139.17065450121635, 'street_length_total': 57199.13899999998, 'street_length_avg': 139.1706545012165, 'street_segments_count': 411, 'node_density_km': 38.92923850742751, 'intersection_density_km': 31.69239288745701, 'edge_density_km': 14273.839259939075, 'street_density_km': 7136.919629969545, 'circuity_avg': 1.0620034126289095, 'self_loop_proportion': 0.004866180048661801, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0620034126289095\n", - "5761\n", - "8017729.070499258\n", - "{'n': 443, 'm': 1095, 'k_avg': 4.943566591422122, 'intersection_count': 322, 'streets_per_node_avg': 2.559819413092551, 'streets_per_node_counts': {0: 0, 1: 121, 2: 0, 3: 275, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27313769751693, 2: 0.0, 3: 0.6207674943566591, 4: 0.10609480812641084}, 'edge_length_total': 106965.95800000013, 'edge_length_avg': 97.68580639269418, 'street_length_total': 53685.340999999986, 'street_length_avg': 97.08018264014464, 'street_segments_count': 553, 'node_density_km': 55.252552949187475, 'intersection_density_km': 40.16099785471415, 'edge_density_km': 13341.17891231506, 'street_density_km': 6695.82877245527, 'circuity_avg': 1.086422159823859, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.086422159823859\n", - "5762\n", - "17020577.237796016\n", - "{'n': 408, 'm': 1051, 'k_avg': 5.151960784313726, 'intersection_count': 323, 'streets_per_node_avg': 2.6862745098039214, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 281, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20833333333333334, 2: 0.0, 3: 0.6887254901960784, 4: 0.10294117647058823}, 'edge_length_total': 178371.60000000003, 'edge_length_avg': 169.71607992388206, 'street_length_total': 89303.70499999996, 'street_length_avg': 167.86410714285705, 'street_segments_count': 532, 'node_density_km': 23.9709849025562, 'intersection_density_km': 18.97702971452366, 'edge_density_km': 10479.762084913711, 'street_density_km': 5246.808245826794, 'circuity_avg': 1.070818055905925, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.070818055905925\n", - "5763\n", - "8011581.858069317\n", - "{'n': 258, 'm': 750, 'k_avg': 5.813953488372093, 'intersection_count': 231, 'streets_per_node_avg': 3.058139534883721, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 163, 4: 67, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10465116279069768, 2: 0.0, 3: 0.6317829457364341, 4: 0.2596899224806202, 5: 0.003875968992248062}, 'edge_length_total': 137629.23399999997, 'edge_length_avg': 183.5056453333333, 'street_length_total': 68814.61700000004, 'street_length_avg': 183.50564533333343, 'street_segments_count': 375, 'node_density_km': 32.2033781306423, 'intersection_density_km': 28.833257163482056, 'edge_density_km': 17178.78397028159, 'street_density_km': 8589.391985140803, 'circuity_avg': 1.0244875630157788, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0244875630157788\n", - "5764\n", - "10011775.853131428\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 366, 'm': 1019, 'k_avg': 5.5683060109289615, 'intersection_count': 316, 'streets_per_node_avg': 2.920765027322404, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 246, 4: 69, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1366120218579235, 2: 0.0, 3: 0.6721311475409836, 4: 0.1885245901639344, 5: 0.00273224043715847}, 'edge_length_total': 148087.92799999984, 'edge_length_avg': 145.3267203140332, 'street_length_total': 74069.69699999996, 'street_length_avg': 144.95048336594903, 'street_segments_count': 511, 'node_density_km': 36.55695107132512, 'intersection_density_km': 31.56283207251022, 'edge_density_km': 14791.374694398666, 'street_density_km': 7398.257620483268, 'circuity_avg': 1.0467991520026618, 'self_loop_proportion': 0.001962708537782139, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0467991520026618\n", - "5765\n", - "34039876.99746187\n", - "{'n': 1163, 'm': 2895, 'k_avg': 4.978503869303525, 'intersection_count': 879, 'streets_per_node_avg': 2.598452278589854, 'streets_per_node_counts': {0: 0, 1: 284, 2: 1, 3: 778, 4: 98, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24419604471195186, 2: 0.0008598452278589854, 3: 0.6689595872742906, 4: 0.08426483233018056, 5: 0.0017196904557179708}, 'edge_length_total': 426024.4039999985, 'edge_length_avg': 147.15868877374734, 'street_length_total': 215033.31299999994, 'street_length_avg': 145.7852969491525, 'street_segments_count': 1475, 'node_density_km': 34.16581088370905, 'intersection_density_km': 25.822655001530745, 'edge_density_km': 12515.450747127095, 'street_density_km': 6317.100176831825, 'circuity_avg': 1.1015972487292294, 'self_loop_proportion': 0.004835924006908463, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1015972487292294\n", - "5766\n", - "5007473.135056763\n", - "{'n': 14, 'm': 34, 'k_avg': 4.857142857142857, 'intersection_count': 11, 'streets_per_node_avg': 2.7857142857142856, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 8, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21428571428571427, 2: 0.0, 3: 0.5714285714285714, 4: 0.21428571428571427}, 'edge_length_total': 8852.614, 'edge_length_avg': 260.371, 'street_length_total': 4426.307, 'street_length_avg': 260.371, 'street_segments_count': 17, 'node_density_km': 2.7958212899810797, 'intersection_density_km': 2.1967167278422766, 'edge_density_km': 1767.8804780846117, 'street_density_km': 883.9402390423058, 'circuity_avg': 1.3021041989592816, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3021041989592816\n", - "5767\n", - "9009490.430915391\n", - "{'n': 224, 'm': 621, 'k_avg': 5.544642857142857, 'intersection_count': 196, 'streets_per_node_avg': 2.9910714285714284, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 142, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.6339285714285714, 4: 0.24107142857142858}, 'edge_length_total': 110515.41000000013, 'edge_length_avg': 177.96362318840602, 'street_length_total': 56482.96299999997, 'street_length_avg': 177.61938050314455, 'street_segments_count': 318, 'node_density_km': 24.862671392752777, 'intersection_density_km': 21.75483746865868, 'edge_density_km': 12266.555011898872, 'street_density_km': 6269.273876598271, 'circuity_avg': 1.0447681518131722, 'self_loop_proportion': 0.00322061191626409, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0447681518131722\n", - "5768\n", - "16019601.615000458\n", - "{'n': 813, 'm': 2333, 'k_avg': 5.739237392373924, 'intersection_count': 719, 'streets_per_node_avg': 2.961869618696187, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 565, 4: 151, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11562115621156212, 2: 0.0, 3: 0.6949569495694957, 4: 0.1857318573185732, 5: 0.0036900369003690036}, 'edge_length_total': 271157.552, 'edge_length_avg': 116.2269832833262, 'street_length_total': 136966.68300000002, 'street_length_avg': 116.17191094147584, 'street_segments_count': 1179, 'node_density_km': 50.75032572837029, 'intersection_density_km': 44.88251438954273, 'edge_density_km': 16926.610193982175, 'street_density_km': 8549.9431441383, 'circuity_avg': 1.0322023004196843, 'self_loop_proportion': 0.0034290612944706386, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0322023004196843\n", - "5769\n", - "7008160.437076526\n", - "{'n': 234, 'm': 614, 'k_avg': 5.247863247863248, 'intersection_count': 182, 'streets_per_node_avg': 2.6923076923076925, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 150, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6410256410256411, 4: 0.13675213675213677}, 'edge_length_total': 90006.02799999987, 'edge_length_avg': 146.58962214983694, 'street_length_total': 45003.01399999998, 'street_length_avg': 146.58962214983708, 'street_segments_count': 307, 'node_density_km': 33.38964655575348, 'intersection_density_km': 25.969725098919373, 'edge_density_km': 12843.031892338662, 'street_density_km': 6421.515946169337, 'circuity_avg': 1.0716428983657733, 'self_loop_proportion': 0.006514657980456026, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0716428983657733\n", - "5770\n", - "15018765.207224138\n", - "{'n': 429, 'm': 1201, 'k_avg': 5.599067599067599, 'intersection_count': 348, 'streets_per_node_avg': 2.9044289044289044, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 227, 4: 121}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1888111888111888, 2: 0.0, 3: 0.5291375291375291, 4: 0.28205128205128205}, 'edge_length_total': 174714.51699999988, 'edge_length_avg': 145.47420233139042, 'street_length_total': 87947.34999999989, 'street_length_avg': 143.23672638436463, 'street_segments_count': 614, 'node_density_km': 28.56426570898437, 'intersection_density_km': 23.171012742952357, 'edge_density_km': 11633.081321223457, 'street_density_km': 5855.830941261173, 'circuity_avg': 1.0391047530554254, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0391047530554254\n", - "5771\n", - "9012054.529690435\n", - "{'n': 219, 'm': 589, 'k_avg': 5.378995433789954, 'intersection_count': 177, 'streets_per_node_avg': 2.7488584474885847, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 150, 4: 26, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1917808219178082, 2: 0.0, 3: 0.684931506849315, 4: 0.1187214611872146, 5: 0.0, 6: 0.0045662100456621}, 'edge_length_total': 90006.25400000002, 'edge_length_avg': 152.81197623089986, 'street_length_total': 45054.30000000002, 'street_length_avg': 152.72644067796617, 'street_segments_count': 295, 'node_density_km': 24.300785051677078, 'intersection_density_km': 19.640360521218458, 'edge_density_km': 9987.31795324498, 'street_density_km': 4999.337260062899, 'circuity_avg': 1.0427551406178024, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0427551406178024\n", - "5772\n", - "61092136.16191196\n", - "error with entry 5772\n", - "5773\n", - "15020704.303941963\n", - "{'n': 609, 'm': 1686, 'k_avg': 5.536945812807882, 'intersection_count': 495, 'streets_per_node_avg': 2.8029556650246303, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 389, 4: 104, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18719211822660098, 2: 0.0, 3: 0.638752052545156, 4: 0.17077175697865354, 5: 0.003284072249589491}, 'edge_length_total': 176858.6160000001, 'edge_length_avg': 104.89834875444845, 'street_length_total': 88660.97399999997, 'street_length_avg': 104.55303537735846, 'street_segments_count': 848, 'node_density_km': 40.544037594840134, 'intersection_density_km': 32.954513316003066, 'edge_density_km': 11774.32245660985, 'street_density_km': 5902.584339985456, 'circuity_avg': 1.0671099892177918, 'self_loop_proportion': 0.0011862396204033216, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0671099892177918\n", - "5774\n", - "9012816.923764156\n", - "{'n': 249, 'm': 648, 'k_avg': 5.204819277108434, 'intersection_count': 206, 'streets_per_node_avg': 2.8634538152610443, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 157, 4: 46, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17269076305220885, 2: 0.0, 3: 0.6305220883534136, 4: 0.18473895582329317, 5: 0.012048192771084338}, 'edge_length_total': 95205.04600000013, 'edge_length_avg': 146.92136728395081, 'street_length_total': 49954.92200000002, 'street_length_avg': 149.1191701492538, 'street_segments_count': 335, 'node_density_km': 27.62732252371176, 'intersection_density_km': 22.856339116002502, 'edge_density_km': 10563.295227818546, 'street_density_km': 5542.653581288613, 'circuity_avg': 1.0819998053628654, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0819998053628654\n", - "5775\n", - "82123450.71252522\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 8977, 'm': 24274, 'k_avg': 5.408042775983068, 'intersection_count': 7091, 'streets_per_node_avg': 2.7910214993873232, 'streets_per_node_counts': {0: 0, 1: 1886, 2: 3, 3: 5217, 4: 1846, 5: 22, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2100924585050685, 2: 0.0003341873677175003, 3: 0.581151832460733, 4: 0.20563662693550183, 5: 0.002450707363261669, 6: 0.0003341873677175003}, 'edge_length_total': 1999007.6310000129, 'edge_length_avg': 82.35180155722225, 'street_length_total': 1039702.0540000024, 'street_length_avg': 83.56390081980409, 'street_segments_count': 12442, 'node_density_km': 109.31104236503856, 'intersection_density_km': 86.34561673281591, 'edge_density_km': 24341.49580486552, 'street_density_km': 12660.233404457154, 'circuity_avg': 1.0737880484162752, 'self_loop_proportion': 0.003954848809425723, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0737880484162752\n", - "5776\n", - "33045950.805284254\n", - "{'n': 2132, 'm': 6068, 'k_avg': 5.6923076923076925, 'intersection_count': 1822, 'streets_per_node_avg': 2.9821763602251408, 'streets_per_node_counts': {0: 0, 1: 310, 2: 0, 3: 1245, 4: 572, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14540337711069418, 2: 0.0, 3: 0.5839587242026266, 4: 0.2682926829268293, 5: 0.0023452157598499064}, 'edge_length_total': 661964.1489999992, 'edge_length_avg': 109.090993572841, 'street_length_total': 339697.4730000009, 'street_length_avg': 108.4948811881191, 'street_segments_count': 3131, 'node_density_km': 64.51622507587464, 'intersection_density_km': 55.13534807140882, 'edge_density_km': 20031.62665527381, 'street_density_km': 10279.54907400277, 'circuity_avg': 1.0475587057382203, 'self_loop_proportion': 0.0036255767963085037, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0475587057382203\n", - "5777\n", - "29036908.50229046\n", - "{'n': 2421, 'm': 6529, 'k_avg': 5.393638992152003, 'intersection_count': 1947, 'streets_per_node_avg': 2.7971912432878976, 'streets_per_node_counts': {0: 0, 1: 474, 2: 1, 3: 1498, 4: 438, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19578686493184635, 2: 0.0004130524576621231, 3: 0.6187525815778604, 4: 0.1809169764560099, 5: 0.004130524576621231}, 'edge_length_total': 547247.927999999, 'edge_length_avg': 83.81803155153914, 'street_length_total': 279853.2499999995, 'street_length_avg': 83.19062128418534, 'street_segments_count': 3364, 'node_density_km': 83.37664458353164, 'intersection_density_km': 67.05259273198517, 'edge_density_km': 18846.631966926903, 'street_density_km': 9637.84591524006, 'circuity_avg': 1.0744496271782964, 'self_loop_proportion': 0.001837953744830755, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0744496271782964\n", - "5778\n", - "28070743.338590346\n", - "{'n': 1762, 'm': 4678, 'k_avg': 5.3098751418842225, 'intersection_count': 1423, 'streets_per_node_avg': 2.7309875141884223, 'streets_per_node_counts': {0: 0, 1: 339, 2: 0, 3: 1224, 4: 194, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1923950056753689, 2: 0.0, 3: 0.6946651532349603, 4: 0.11010215664018161, 5: 0.0028376844494892167}, 'edge_length_total': 459767.8800000001, 'edge_length_avg': 98.28300128259943, 'street_length_total': 231945.65700000033, 'street_length_avg': 97.99140557667948, 'street_segments_count': 2367, 'node_density_km': 62.769980073085016, 'intersection_density_km': 50.69334940068103, 'edge_density_km': 16378.899356324942, 'street_density_km': 8262.896860345421, 'circuity_avg': 1.078750282735657, 'self_loop_proportion': 0.005985463873450192, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078750282735657\n", - "5779\n", - "32080743.098885894\n", - "{'n': 3210, 'm': 8776, 'k_avg': 5.46791277258567, 'intersection_count': 2674, 'streets_per_node_avg': 2.865732087227414, 'streets_per_node_counts': {0: 0, 1: 536, 2: 1, 3: 2063, 4: 579, 5: 30, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16697819314641746, 2: 0.00031152647975077883, 3: 0.6426791277258567, 4: 0.18037383177570093, 5: 0.009345794392523364, 6: 0.00031152647975077883}, 'edge_length_total': 726437.7629999993, 'edge_length_avg': 82.77549715132172, 'street_length_total': 380097.42599999957, 'street_length_avg': 83.17230328227562, 'street_segments_count': 4570, 'node_density_km': 100.0600263561687, 'intersection_density_km': 83.35218394903275, 'edge_density_km': 22644.04414700815, 'street_density_km': 11848.149054041072, 'circuity_avg': 1.0889313828680613, 'self_loop_proportion': 0.0036463081130355514, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0889313828680613\n", - "5780\n", - "9016410.686287887\n", - "{'n': 35, 'm': 88, 'k_avg': 5.0285714285714285, 'intersection_count': 26, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 22, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2571428571428571, 2: 0.0, 3: 0.6285714285714286, 4: 0.11428571428571428}, 'edge_length_total': 12005.252000000004, 'edge_length_avg': 136.42331818181822, 'street_length_total': 6002.626, 'street_length_avg': 136.4233181818182, 'street_segments_count': 44, 'node_density_km': 3.881810757935841, 'intersection_density_km': 2.8836308487523388, 'edge_density_km': 1331.489039009451, 'street_density_km': 665.7445195047253, 'circuity_avg': 1.238729112420503, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.238729112420503\n", - "5781\n", - "24046486.614410806\n", - "{'n': 548, 'm': 1322, 'k_avg': 4.824817518248175, 'intersection_count': 401, 'streets_per_node_avg': 2.5127737226277373, 'streets_per_node_counts': {0: 0, 1: 147, 2: 0, 3: 377, 4: 21, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26824817518248173, 2: 0.0, 3: 0.6879562043795621, 4: 0.03832116788321168, 5: 0.005474452554744526}, 'edge_length_total': 187009.9800000001, 'edge_length_avg': 141.45989409984878, 'street_length_total': 93504.98999999995, 'street_length_avg': 141.45989409984864, 'street_segments_count': 661, 'node_density_km': 22.7891919841458, 'intersection_density_km': 16.67603282051545, 'edge_density_km': 7777.01886345122, 'street_density_km': 3888.5094317256057, 'circuity_avg': 1.1855525187744862, 'self_loop_proportion': 0.0045385779122541605, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1855525187744862\n", - "5782\n", - "15032280.58551562\n", - "{'n': 299, 'm': 778, 'k_avg': 5.2040133779264215, 'intersection_count': 231, 'streets_per_node_avg': 2.68561872909699, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 189, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22742474916387959, 2: 0.0, 3: 0.6321070234113713, 4: 0.14046822742474915}, 'edge_length_total': 143182.28600000008, 'edge_length_avg': 184.03892802056566, 'street_length_total': 71591.14299999992, 'street_length_avg': 184.03892802056535, 'street_segments_count': 389, 'node_density_km': 19.89052814036095, 'intersection_density_km': 15.366929767302272, 'edge_density_km': 9524.987588241509, 'street_density_km': 4762.493794120746, 'circuity_avg': 1.0435978772773935, 'self_loop_proportion': 0.002570694087403599, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0435978772773935\n", - "5783\n", - "43077185.29244221\n", - "{'n': 5377, 'm': 15456, 'k_avg': 5.748930630463083, 'intersection_count': 4628, 'streets_per_node_avg': 2.9769388134647574, 'streets_per_node_counts': {0: 0, 1: 749, 2: 3, 3: 3303, 4: 1271, 5: 47, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13929700576529663, 2: 0.0005579319323042589, 3: 0.6142830574669891, 4: 0.23637716198623768, 5: 0.008740933606100057, 6: 0.0007439092430723452}, 'edge_length_total': 931366.7350000003, 'edge_length_avg': 60.25923492494826, 'street_length_total': 479466.6489999993, 'street_length_avg': 60.393834110089344, 'street_segments_count': 7939, 'node_density_km': 124.82245447321235, 'intersection_density_km': 107.4350603128188, 'edge_density_km': 21620.88188160721, 'street_density_km': 11130.408027938645, 'circuity_avg': 1.080118634667484, 'self_loop_proportion': 0.002070393374741201, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.080118634667484\n", - "5784\n", - "59145421.746618256\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2113, 'm': 5703, 'k_avg': 5.398012304779933, 'intersection_count': 1702, 'streets_per_node_avg': 2.803123521060104, 'streets_per_node_counts': {0: 0, 1: 411, 2: 2, 3: 1298, 4: 397, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19451017510648366, 2: 0.000946521533364884, 3: 0.6142924751538098, 4: 0.1878845243729295, 5: 0.001893043066729768, 6: 0.000473260766682442}, 'edge_length_total': 764753.0500000004, 'edge_length_avg': 134.0966245835526, 'street_length_total': 387279.96199999965, 'street_length_avg': 132.58471824717552, 'street_segments_count': 2921, 'node_density_km': 35.72550397987169, 'intersection_density_km': 28.77652994497947, 'edge_density_km': 12930.046441738772, 'street_density_km': 6547.9279809538775, 'circuity_avg': 1.0542267700869308, 'self_loop_proportion': 0.0021041557075223566, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0542267700869308\n", - "5785\n", - "12030852.645294245\n", - "{'n': 673, 'm': 1913, 'k_avg': 5.684992570579495, 'intersection_count': 564, 'streets_per_node_avg': 2.9509658246656763, 'streets_per_node_counts': {0: 0, 1: 109, 2: 0, 3: 381, 4: 181, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16196136701337296, 2: 0.0, 3: 0.5661218424962853, 4: 0.2689450222882615, 5: 0.0029717682020802376}, 'edge_length_total': 219524.67699999968, 'edge_length_avg': 114.75414375326694, 'street_length_total': 109964.91999999995, 'street_length_avg': 114.07149377593356, 'street_segments_count': 964, 'node_density_km': 55.93950984540049, 'intersection_density_km': 46.87947036078139, 'edge_density_km': 18246.809554754596, 'street_density_km': 9140.243276357614, 'circuity_avg': 1.043150855927477, 'self_loop_proportion': 0.004181913225300575, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043150855927477\n", - "5786\n", - "8016425.059656612\n", - "{'n': 181, 'm': 474, 'k_avg': 5.237569060773481, 'intersection_count': 145, 'streets_per_node_avg': 2.7679558011049723, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 116, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19889502762430938, 2: 0.0, 3: 0.6408839779005525, 4: 0.15469613259668508, 5: 0.0055248618784530384}, 'edge_length_total': 80576.46599999993, 'edge_length_avg': 169.9925443037973, 'street_length_total': 40288.23300000003, 'street_length_avg': 169.9925443037976, 'street_segments_count': 237, 'node_density_km': 22.578643055106816, 'intersection_density_km': 18.087863220941923, 'edge_density_km': 10051.421350585353, 'street_density_km': 5025.710675292685, 'circuity_avg': 1.075416982295393, 'self_loop_proportion': 0.004219409282700422, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075416982295393\n", - "5787\n", - "8016639.853265553\n", - "{'n': 373, 'm': 1010, 'k_avg': 5.415549597855228, 'intersection_count': 317, 'streets_per_node_avg': 2.8203753351206435, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 272, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15013404825737264, 2: 0.0, 3: 0.7292225201072386, 4: 0.12064343163538874}, 'edge_length_total': 137693.2729999998, 'edge_length_avg': 136.32997326732655, 'street_length_total': 69032.41000000002, 'street_length_avg': 134.82892578125004, 'street_segments_count': 512, 'node_density_km': 46.52822215133684, 'intersection_density_km': 39.54275180153828, 'edge_density_km': 17175.933498361024, 'street_density_km': 8611.14023625246, 'circuity_avg': 1.0410169823964825, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0410169823964825\n", - "5788\n", - "10023454.451735482\n", - "{'n': 203, 'm': 538, 'k_avg': 5.300492610837439, 'intersection_count': 167, 'streets_per_node_avg': 2.8177339901477834, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 133, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17733990147783252, 2: 0.0, 3: 0.6551724137931034, 4: 0.1625615763546798, 5: 0.0049261083743842365}, 'edge_length_total': 94775.93199999994, 'edge_length_avg': 176.16344237918204, 'street_length_total': 47387.966000000015, 'street_length_avg': 176.16344237918221, 'street_segments_count': 269, 'node_density_km': 20.25249887426307, 'intersection_density_km': 16.660922719221343, 'edge_density_km': 9455.416040084887, 'street_density_km': 4727.708020042448, 'circuity_avg': 1.0508303805982993, 'self_loop_proportion': 0.0037174721189591076, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0508303805982993\n", - "5789\n", - "10022152.910200456\n", - "{'n': 236, 'm': 696, 'k_avg': 5.898305084745763, 'intersection_count': 212, 'streets_per_node_avg': 3.016949152542373, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 163, 4: 47, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1016949152542373, 2: 0.0, 3: 0.690677966101695, 4: 0.19915254237288135, 5: 0.00423728813559322, 6: 0.00423728813559322}, 'edge_length_total': 102395.72800000002, 'edge_length_avg': 147.12029885057473, 'street_length_total': 51197.86399999999, 'street_length_avg': 147.12029885057467, 'street_segments_count': 348, 'node_density_km': 23.547834693262498, 'intersection_density_km': 21.15313963971038, 'edge_density_km': 10216.939306102842, 'street_density_km': 5108.469653051418, 'circuity_avg': 1.1110369801961932, 'self_loop_proportion': 0.008620689655172414, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1110369801961932\n", - "5790\n", - "13036952.726185834\n", - "{'n': 280, 'm': 788, 'k_avg': 5.628571428571429, 'intersection_count': 241, 'streets_per_node_avg': 2.8642857142857143, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 201, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1392857142857143, 2: 0.0, 3: 0.7178571428571429, 4: 0.14285714285714285}, 'edge_length_total': 151262.12, 'edge_length_avg': 191.95700507614214, 'street_length_total': 75631.05999999995, 'street_length_avg': 191.95700507614202, 'street_segments_count': 394, 'node_density_km': 21.477411622241757, 'intersection_density_km': 18.48591500342951, 'edge_density_km': 11602.567193189027, 'street_density_km': 5801.28359659451, 'circuity_avg': 1.0368093927467557, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0368093927467557\n", - "5791\n", - "35079549.06721315\n", - "{'n': 1591, 'm': 4111, 'k_avg': 5.16781898177247, 'intersection_count': 1218, 'streets_per_node_avg': 2.6285355122564424, 'streets_per_node_counts': {0: 0, 1: 373, 2: 1, 3: 1066, 4: 146, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23444374607165305, 2: 0.0006285355122564425, 3: 0.6700188560653677, 4: 0.0917661847894406, 5: 0.0031426775612822125}, 'edge_length_total': 489866.9189999994, 'edge_length_avg': 119.16003867672084, 'street_length_total': 245195.7630000005, 'street_length_avg': 119.02706941747597, 'street_segments_count': 2060, 'node_density_km': 45.35406076490923, 'intersection_density_km': 34.72108485962252, 'edge_density_km': 13964.458837866021, 'street_density_km': 6989.706809805345, 'circuity_avg': 1.0879922870866938, 'self_loop_proportion': 0.0038919970810021892, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0879922870866938\n", - "5792\n", - "10023073.521029253\n", - "{'n': 208, 'm': 584, 'k_avg': 5.615384615384615, 'intersection_count': 183, 'streets_per_node_avg': 2.9423076923076925, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 146, 4: 36, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1201923076923077, 2: 0.0, 3: 0.7019230769230769, 4: 0.17307692307692307, 5: 0.004807692307692308}, 'edge_length_total': 104567.03799999999, 'edge_length_avg': 179.05314726027396, 'street_length_total': 52283.51899999996, 'street_length_avg': 179.05314726027382, 'street_segments_count': 292, 'node_density_km': 20.752117557912598, 'intersection_density_km': 18.257872659125027, 'edge_density_km': 10432.632044513046, 'street_density_km': 5216.316022256519, 'circuity_avg': 1.026736001610592, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.026736001610592\n", - "5793\n", - "10018454.276913537\n", - "{'n': 224, 'm': 586, 'k_avg': 5.232142857142857, 'intersection_count': 182, 'streets_per_node_avg': 2.7901785714285716, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 145, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.6473214285714286, 4: 0.16517857142857142}, 'edge_length_total': 103810.346, 'edge_length_avg': 177.1507610921502, 'street_length_total': 51905.17300000004, 'street_length_avg': 177.1507610921503, 'street_segments_count': 293, 'node_density_km': 22.35873856470895, 'intersection_density_km': 18.166475083826022, 'edge_density_km': 10361.912439848124, 'street_density_km': 5180.956219924065, 'circuity_avg': 1.0354289020283052, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0354289020283052\n", - "5794\n", - "15029248.149997499\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 451, 'm': 1224, 'k_avg': 5.427937915742794, 'intersection_count': 369, 'streets_per_node_avg': 2.8070953436807096, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 295, 4: 72, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.6541019955654102, 4: 0.15964523281596452, 5: 0.0022172949002217295, 6: 0.0022172949002217295}, 'edge_length_total': 182379.39399999983, 'edge_length_avg': 149.00277287581685, 'street_length_total': 91336.38700000002, 'street_length_avg': 148.99900000000002, 'street_segments_count': 613, 'node_density_km': 30.008154466467776, 'intersection_density_km': 24.55212638165545, 'edge_density_km': 12134.96458237867, 'street_density_km': 6077.242593137649, 'circuity_avg': 1.0380748297432976, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0380748297432976\n", - "5795\n", - "15029629.149984514\n", - "{'n': 3040, 'm': 9035, 'k_avg': 5.944078947368421, 'intersection_count': 2709, 'streets_per_node_avg': 3.055592105263158, 'streets_per_node_counts': {0: 0, 1: 331, 2: 0, 3: 1903, 4: 783, 5: 21, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10888157894736843, 2: 0.0, 3: 0.6259868421052631, 4: 0.2575657894736842, 5: 0.006907894736842105, 6: 0.0006578947368421052}, 'edge_length_total': 503739.35199999926, 'edge_length_avg': 55.75421715550628, 'street_length_total': 258647.4779999996, 'street_length_avg': 55.899606224335336, 'street_segments_count': 4627, 'node_density_km': 202.26713311839316, 'intersection_density_km': 180.24396829530497, 'edge_density_km': 33516.419265775316, 'street_density_km': 17209.172323474537, 'circuity_avg': 1.0818499232260896, 'self_loop_proportion': 0.003320420586607637, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0818499232260896\n", - "5796\n", - "6011710.999210393\n", - "{'n': 29, 'm': 57, 'k_avg': 3.9310344827586206, 'intersection_count': 19, 'streets_per_node_avg': 2.413793103448276, 'streets_per_node_counts': {0: 0, 1: 10, 2: 2, 3: 12, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3448275862068966, 2: 0.06896551724137931, 3: 0.41379310344827586, 4: 0.1724137931034483}, 'edge_length_total': 12523.494999999999, 'edge_length_avg': 219.7104385964912, 'street_length_total': 6407.748000000001, 'street_length_avg': 206.7015483870968, 'street_segments_count': 31, 'node_density_km': 4.823917850310668, 'intersection_density_km': 3.160497901927679, 'edge_density_km': 2083.183140647462, 'street_density_km': 1065.8775847411202, 'circuity_avg': 1.0379202388665831, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0379202388665831\n", - "5797\n", - "4007630.8291580323\n", - "{'n': 29, 'm': 70, 'k_avg': 4.827586206896552, 'intersection_count': 23, 'streets_per_node_avg': 2.586206896551724, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20689655172413793, 2: 0.0, 3: 0.7931034482758621}, 'edge_length_total': 14058.783999999998, 'edge_length_avg': 200.8397714285714, 'street_length_total': 7029.391999999999, 'street_length_avg': 200.8397714285714, 'street_segments_count': 35, 'node_density_km': 7.236195457178035, 'intersection_density_km': 5.739051569486028, 'edge_density_km': 3508.0037556636976, 'street_density_km': 1754.0018778318488, 'circuity_avg': 1.0760893608581923, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0760893608581923\n", - "5798\n", - "311532787.1982099\n", - "error with entry 5798\n", - "5799\n", - "9016496.036677342\n", - "{'n': 260, 'm': 716, 'k_avg': 5.507692307692308, 'intersection_count': 207, 'streets_per_node_avg': 2.830769230769231, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 145, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20384615384615384, 2: 0.0, 3: 0.5576923076923077, 4: 0.23846153846153847}, 'edge_length_total': 112853.26000000005, 'edge_length_avg': 157.61628491620118, 'street_length_total': 56426.629999999976, 'street_length_avg': 157.61628491620104, 'street_segments_count': 358, 'node_density_km': 28.836035522266172, 'intersection_density_km': 22.957920588881144, 'edge_density_km': 12516.31005447516, 'street_density_km': 6258.155027237574, 'circuity_avg': 1.023498421192067, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023498421192067\n", - "5800\n", - "8015991.4180737585\n", - "{'n': 272, 'm': 700, 'k_avg': 5.147058823529412, 'intersection_count': 205, 'streets_per_node_avg': 2.639705882352941, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 169, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24632352941176472, 2: 0.0, 3: 0.6213235294117647, 4: 0.1323529411764706}, 'edge_length_total': 97244.48100000009, 'edge_length_avg': 138.92068714285728, 'street_length_total': 48651.63300000003, 'street_length_avg': 138.6086410256411, 'street_segments_count': 351, 'node_density_km': 33.932172056312105, 'intersection_density_km': 25.573879674794046, 'edge_density_km': 12131.310517716089, 'street_density_km': 6069.321991825562, 'circuity_avg': 1.0606512846753764, 'self_loop_proportion': 0.002857142857142857, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0606512846753764\n", - "5801\n", - "16031899.232918939\n", - "{'n': 876, 'm': 2510, 'k_avg': 5.730593607305936, 'intersection_count': 781, 'streets_per_node_avg': 2.961187214611872, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 628, 4: 150, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10844748858447488, 2: 0.0, 3: 0.7168949771689498, 4: 0.17123287671232876, 5: 0.003424657534246575}, 'edge_length_total': 269836.8290000006, 'edge_length_avg': 107.50471274900423, 'street_length_total': 135584.73500000016, 'street_length_avg': 107.09694707740928, 'street_segments_count': 1266, 'node_density_km': 54.64106200226572, 'intersection_density_km': 48.715376054531426, 'edge_density_km': 16831.245324068273, 'street_density_km': 8457.184830702941, 'circuity_avg': 1.06880029123106, 'self_loop_proportion': 0.0015936254980079682, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06880029123106\n", - "5802\n", - "16027885.130423812\n", - "{'n': 584, 'm': 1513, 'k_avg': 5.181506849315069, 'intersection_count': 475, 'streets_per_node_avg': 2.7054794520547945, 'streets_per_node_counts': {0: 0, 1: 109, 2: 1, 3: 427, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18664383561643835, 2: 0.0017123287671232876, 3: 0.7311643835616438, 4: 0.08047945205479452}, 'edge_length_total': 188431.5979999998, 'edge_length_avg': 124.54170389953721, 'street_length_total': 96621.12399999998, 'street_length_avg': 125.31922697795069, 'street_segments_count': 771, 'node_density_km': 36.436497719306885, 'intersection_density_km': 29.635850028545843, 'edge_density_km': 11756.4854294047, 'street_density_km': 6028.31397990217, 'circuity_avg': 1.1093058523624768, 'self_loop_proportion': 0.010575016523463317, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1093058523624768\n", - "5803\n", - "8014027.976548629\n", - "{'n': 258, 'm': 679, 'k_avg': 5.263565891472868, 'intersection_count': 216, 'streets_per_node_avg': 2.7829457364341086, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 188, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16279069767441862, 2: 0.0, 3: 0.7286821705426356, 4: 0.10852713178294573}, 'edge_length_total': 100995.5609999999, 'edge_length_avg': 148.74162150220897, 'street_length_total': 53952.1979999999, 'street_length_avg': 156.38318260869536, 'street_segments_count': 345, 'node_density_km': 32.19354870671563, 'intersection_density_km': 26.952738452134017, 'edge_density_km': 12602.346946571963, 'street_density_km': 6732.219822276599, 'circuity_avg': 1.0581814504017615, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0581814504017615\n", - "5804\n", - "11021395.573629325\n", - "{'n': 190, 'm': 481, 'k_avg': 5.063157894736842, 'intersection_count': 150, 'streets_per_node_avg': 2.6842105263157894, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 131, 4: 18, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21052631578947367, 2: 0.0, 3: 0.6894736842105263, 4: 0.09473684210526316, 5: 0.005263157894736842}, 'edge_length_total': 81223.38600000004, 'edge_length_avg': 168.86358835758844, 'street_length_total': 40681.86599999998, 'street_length_avg': 168.80442323651445, 'street_segments_count': 241, 'node_density_km': 17.239196137248648, 'intersection_density_km': 13.609891687301563, 'edge_density_km': 7369.609906239245, 'street_density_km': 3691.1719326487723, 'circuity_avg': 1.0841312093806414, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0841312093806414\n", - "5805\n", - "6013933.942402725\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 126, 'm': 355, 'k_avg': 5.634920634920635, 'intersection_count': 112, 'streets_per_node_avg': 2.9523809523809526, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 90, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.7142857142857143, 4: 0.1746031746031746}, 'edge_length_total': 49539.92499999998, 'edge_length_avg': 139.5490845070422, 'street_length_total': 24776.776999999995, 'street_length_avg': 139.19537640449434, 'street_segments_count': 178, 'node_density_km': 20.9513441961186, 'intersection_density_km': 18.623417063216536, 'edge_density_km': 8237.523969245241, 'street_density_km': 4119.895103154561, 'circuity_avg': 1.048330336006667, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048330336006667\n", - "5806\n", - "16028063.437337525\n", - "{'n': 1038, 'm': 2650, 'k_avg': 5.105973025048169, 'intersection_count': 843, 'streets_per_node_avg': 2.7167630057803467, 'streets_per_node_counts': {0: 0, 1: 195, 2: 0, 3: 751, 4: 88, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18786127167630057, 2: 0.0, 3: 0.7235067437379576, 4: 0.08477842003853564, 5: 0.0038535645472061657}, 'edge_length_total': 243797.1419999993, 'edge_length_avg': 91.9989215094337, 'street_length_total': 130940.22400000006, 'street_length_avg': 94.74690593342986, 'street_segments_count': 1382, 'node_density_km': 64.76141076294776, 'intersection_density_km': 52.59524978146914, 'edge_density_km': 15210.64244305844, 'street_density_km': 8169.435098127548, 'circuity_avg': 1.1371648138572803, 'self_loop_proportion': 0.011320754716981131, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1371648138572803\n", - "5807\n", - "61139687.142888494\n", - "{'n': 3278, 'm': 8314, 'k_avg': 5.072605247101891, 'intersection_count': 2533, 'streets_per_node_avg': 2.6671751067724223, 'streets_per_node_counts': {0: 0, 1: 745, 2: 1, 3: 2143, 4: 379, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22727272727272727, 2: 0.0003050640634533252, 3: 0.6537522879804759, 4: 0.11561928004881025, 5: 0.002745576571079927, 6: 0.0003050640634533252}, 'edge_length_total': 859909.048000002, 'edge_length_avg': 103.42904113543446, 'street_length_total': 450966.09199999954, 'street_length_avg': 103.95714430613175, 'street_segments_count': 4338, 'node_density_km': 53.614929241280606, 'intersection_density_km': 41.42971805008047, 'edge_density_km': 14064.662221615949, 'street_density_km': 7375.9960685774295, 'circuity_avg': 1.1289123617280972, 'self_loop_proportion': 0.006735626653836902, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1289123617280972\n", - "5808\n", - "16036745.04293934\n", - "{'n': 336, 'm': 869, 'k_avg': 5.1726190476190474, 'intersection_count': 251, 'streets_per_node_avg': 2.7083333333333335, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 180, 4: 70, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25297619047619047, 2: 0.0, 3: 0.5357142857142857, 4: 0.20833333333333334, 5: 0.002976190476190476}, 'edge_length_total': 133100.85999999978, 'edge_length_avg': 153.1655466052932, 'street_length_total': 66578.18800000004, 'street_length_avg': 153.05330574712653, 'street_segments_count': 435, 'node_density_km': 20.951882635805458, 'intersection_density_km': 15.651555183295148, 'edge_density_km': 8299.742849538, 'street_density_km': 4151.602324644619, 'circuity_avg': 1.101478667774778, 'self_loop_proportion': 0.004602991944764097, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.101478667774778\n", - "5809\n", - "17036708.032067966\n", - "{'n': 726, 'm': 1920, 'k_avg': 5.289256198347108, 'intersection_count': 552, 'streets_per_node_avg': 2.665289256198347, 'streets_per_node_counts': {0: 0, 1: 174, 2: 0, 3: 448, 4: 103, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2396694214876033, 2: 0.0, 3: 0.6170798898071626, 4: 0.1418732782369146, 5: 0.0013774104683195593}, 'edge_length_total': 206120.878, 'edge_length_avg': 107.35462395833333, 'street_length_total': 103060.43899999982, 'street_length_avg': 107.35462395833315, 'street_segments_count': 960, 'node_density_km': 42.6138664015055, 'intersection_density_km': 32.40062569370666, 'edge_density_km': 12098.632999522057, 'street_density_km': 6049.316499761018, 'circuity_avg': 1.056083579581993, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056083579581993\n", - "5810\n", - "7006246.704528937\n", - "{'n': 341, 'm': 968, 'k_avg': 5.67741935483871, 'intersection_count': 303, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 227, 4: 76}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11143695014662756, 2: 0.0, 3: 0.6656891495601173, 4: 0.22287390029325513}, 'edge_length_total': 120690.5780000001, 'edge_length_avg': 124.68034917355382, 'street_length_total': 60345.28900000001, 'street_length_avg': 124.68034917355374, 'street_segments_count': 484, 'node_density_km': 48.67085250931469, 'intersection_density_km': 43.247121144640325, 'edge_density_km': 17226.138771559956, 'street_density_km': 8613.069385779972, 'circuity_avg': 1.0347378829520162, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0347378829520162\n", - "5811\n", - "6005741.423324352\n", - "{'n': 204, 'm': 522, 'k_avg': 5.117647058823529, 'intersection_count': 161, 'streets_per_node_avg': 2.6519607843137254, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 146, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2107843137254902, 2: 0.0, 3: 0.7156862745098039, 4: 0.07352941176470588}, 'edge_length_total': 85917.64000000004, 'edge_length_avg': 164.59318007662844, 'street_length_total': 42958.819999999985, 'street_length_avg': 164.5931800766283, 'street_segments_count': 261, 'node_density_km': 33.96749637067793, 'intersection_density_km': 26.8076809592115, 'edge_density_km': 14305.917278809873, 'street_density_km': 7152.95863940493, 'circuity_avg': 1.0847678015626994, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0847678015626994\n", - "5812\n", - "11023860.426425453\n", - "{'n': 606, 'm': 1744, 'k_avg': 5.755775577557756, 'intersection_count': 510, 'streets_per_node_avg': 2.9092409240924093, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 375, 4: 133, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15841584158415842, 2: 0.0, 3: 0.6188118811881188, 4: 0.21947194719471946, 5: 0.0033003300330033004}, 'edge_length_total': 191508.7120000003, 'edge_length_avg': 109.81004128440384, 'street_length_total': 95754.35599999988, 'street_length_avg': 109.81004128440354, 'street_segments_count': 872, 'node_density_km': 54.97166841366648, 'intersection_density_km': 46.2632852986302, 'edge_density_km': 17372.200353782784, 'street_density_km': 8686.100176891368, 'circuity_avg': 1.0423626738987395, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0423626738987395\n", - "5813\n", - "11011763.563550396\n", - "{'n': 664, 'm': 1737, 'k_avg': 5.231927710843373, 'intersection_count': 520, 'streets_per_node_avg': 2.7153614457831323, 'streets_per_node_counts': {0: 0, 1: 144, 2: 0, 3: 424, 4: 93, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21686746987951808, 2: 0.0, 3: 0.6385542168674698, 4: 0.14006024096385541, 5: 0.004518072289156626}, 'edge_length_total': 164648.56200000024, 'edge_length_avg': 94.78903972366162, 'street_length_total': 82765.99900000004, 'street_length_avg': 94.05227159090914, 'street_segments_count': 880, 'node_density_km': 60.29915155442315, 'intersection_density_km': 47.22222712093379, 'edge_density_km': 14952.061134421461, 'street_density_km': 7516.143851286502, 'circuity_avg': 1.0797007379047971, 'self_loop_proportion': 0.004605641911341394, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0797007379047971\n", - "5814\n", - "56060371.197376415\n", - "{'n': 4885, 'm': 13337, 'k_avg': 5.460388945752303, 'intersection_count': 4093, 'streets_per_node_avg': 2.8618219037871033, 'streets_per_node_counts': {0: 0, 1: 792, 2: 1, 3: 3209, 4: 858, 5: 23, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16212896622313203, 2: 0.00020470829068577277, 3: 0.6569089048106448, 4: 0.17563971340839304, 5: 0.004708290685772774, 6: 0.00040941658137154553}, 'edge_length_total': 1228195.8099999952, 'edge_length_avg': 92.08936117567633, 'street_length_total': 635828.1609999998, 'street_length_avg': 91.92253303455253, 'street_segments_count': 6917, 'node_density_km': 87.13820289917408, 'intersection_density_km': 73.01057614458945, 'edge_density_km': 21908.44947629376, 'street_density_km': 11341.84714477517, 'circuity_avg': 1.0423406849459247, 'self_loop_proportion': 0.0025492989427907324, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0423406849459247\n", - "5815\n", - "14015718.62571252\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 501, 'm': 1356, 'k_avg': 5.413173652694611, 'intersection_count': 431, 'streets_per_node_avg': 2.8542914171656686, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 366, 4: 63, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13972055888223553, 2: 0.0, 3: 0.7305389221556886, 4: 0.12574850299401197, 5: 0.003992015968063872}, 'edge_length_total': 205540.40799999985, 'edge_length_avg': 151.57847197640106, 'street_length_total': 102770.20400000006, 'street_length_avg': 151.57847197640126, 'street_segments_count': 678, 'node_density_km': 35.74558061410359, 'intersection_density_km': 30.75118811313103, 'edge_density_km': 14664.992462314844, 'street_density_km': 7332.496231157431, 'circuity_avg': 1.0570539906153706, 'self_loop_proportion': 0.0014749262536873156, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0570539906153706\n", - "5816\n", - "56052859.42909025\n", - "{'n': 3273, 'm': 8350, 'k_avg': 5.1023525817293, 'intersection_count': 2453, 'streets_per_node_avg': 2.6058661778185153, 'streets_per_node_counts': {0: 0, 1: 820, 2: 0, 3: 2112, 4: 332, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25053467766575005, 2: 0.0, 3: 0.6452795600366636, 4: 0.10143599144515734, 5: 0.002749770852428964}, 'edge_length_total': 934357.4689999938, 'edge_length_avg': 111.89909808383159, 'street_length_total': 468408.18700000114, 'street_length_avg': 111.79193007159932, 'street_segments_count': 4190, 'node_density_km': 58.39131193905484, 'intersection_density_km': 43.76226342392347, 'edge_density_km': 16669.220420093003, 'street_density_km': 8356.544015253345, 'circuity_avg': 1.07841188692559, 'self_loop_proportion': 0.003592814371257485, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07841188692559\n", - "5817\n", - "6005630.391714783\n", - "{'n': 158, 'm': 454, 'k_avg': 5.746835443037975, 'intersection_count': 137, 'streets_per_node_avg': 3.0316455696202533, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 91, 4: 45, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13291139240506328, 2: 0.0, 3: 0.5759493670886076, 4: 0.2848101265822785, 5: 0.006329113924050633}, 'edge_length_total': 80559.482, 'edge_length_avg': 177.44379295154187, 'street_length_total': 40279.74099999997, 'street_length_avg': 177.44379295154172, 'street_segments_count': 227, 'node_density_km': 26.308645336878012, 'intersection_density_km': 22.811926652862578, 'edge_density_km': 13413.99266114309, 'street_density_km': 6706.99633057154, 'circuity_avg': 1.0225859111258804, 'self_loop_proportion': 0.004405286343612335, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0225859111258804\n", - "5818\n", - "25034354.90103798\n", - "{'n': 1610, 'm': 4503, 'k_avg': 5.593788819875776, 'intersection_count': 1412, 'streets_per_node_avg': 2.9472049689440993, 'streets_per_node_counts': {0: 0, 1: 198, 2: 4, 3: 1099, 4: 303, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12298136645962733, 2: 0.002484472049689441, 3: 0.6826086956521739, 4: 0.18819875776397516, 5: 0.0037267080745341614}, 'edge_length_total': 433419.84999999887, 'edge_length_avg': 96.25135465245367, 'street_length_total': 222881.34000000014, 'street_length_avg': 95.41153253424663, 'street_segments_count': 2336, 'node_density_km': 64.31162322194473, 'intersection_density_km': 56.40249191887327, 'edge_density_km': 17313.002540442067, 'street_density_km': 8903.01910638644, 'circuity_avg': 1.0781083338685367, 'self_loop_proportion': 0.00310903841883189, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0781083338685367\n", - "5819\n", - "8013827.116465594\n", - "{'n': 218, 'm': 597, 'k_avg': 5.477064220183486, 'intersection_count': 193, 'streets_per_node_avg': 2.86697247706422, 'streets_per_node_counts': {0: 0, 1: 25, 2: 1, 3: 170, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11467889908256881, 2: 0.0045871559633027525, 3: 0.7798165137614679, 4: 0.10091743119266056}, 'edge_length_total': 99538.27899999991, 'edge_length_avg': 166.7307855946397, 'street_length_total': 50337.82600000001, 'street_length_avg': 165.58495394736846, 'street_segments_count': 304, 'node_density_km': 27.202982648837875, 'intersection_density_km': 24.083374546906924, 'edge_density_km': 12420.816864826518, 'street_density_km': 6281.371592927616, 'circuity_avg': 1.0425835171816429, 'self_loop_proportion': 0.0033500837520938024, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0425835171816429\n", - "5820\n", - "5008554.389225328\n", - "{'n': 63, 'm': 172, 'k_avg': 5.4603174603174605, 'intersection_count': 56, 'streets_per_node_avg': 3.015873015873016, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 41, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.6507936507936508, 4: 0.23809523809523808}, 'edge_length_total': 35028.664000000004, 'edge_length_avg': 203.65502325581397, 'street_length_total': 17514.332, 'street_length_avg': 203.65502325581394, 'street_segments_count': 86, 'node_density_km': 12.578479757658016, 'intersection_density_km': 11.180870895696014, 'edge_density_km': 6993.767318441335, 'street_density_km': 3496.8836592206667, 'circuity_avg': 1.017684669384603, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.017684669384603\n", - "5821\n", - "6006579.019573944\n", - "{'n': 266, 'm': 694, 'k_avg': 5.2180451127819545, 'intersection_count': 225, 'streets_per_node_avg': 2.755639097744361, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 209, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15413533834586465, 2: 0.0, 3: 0.7857142857142857, 4: 0.05639097744360902, 5: 0.0037593984962406013}, 'edge_length_total': 86602.52799999993, 'edge_length_avg': 124.78750432276648, 'street_length_total': 43301.264000000025, 'street_length_avg': 124.78750432276664, 'street_segments_count': 347, 'node_density_km': 44.28477493314786, 'intersection_density_km': 37.45892616525664, 'edge_density_km': 14417.945342562527, 'street_density_km': 7208.9726712812735, 'circuity_avg': 1.0737394401598381, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0737394401598381\n", - "5822\n", - "6012190.64697675\n", - "{'n': 145, 'm': 384, 'k_avg': 5.296551724137931, 'intersection_count': 128, 'streets_per_node_avg': 2.8620689655172415, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 114, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11724137931034483, 2: 0.0, 3: 0.7862068965517242, 4: 0.09655172413793103}, 'edge_length_total': 68732.62599999995, 'edge_length_avg': 178.99121354166653, 'street_length_total': 34366.312999999995, 'street_length_avg': 178.99121354166664, 'street_segments_count': 192, 'node_density_km': 24.117665009993274, 'intersection_density_km': 21.29007669847682, 'edge_density_km': 11432.20999396657, 'street_density_km': 5716.104996983288, 'circuity_avg': 1.0344666392001955, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0344666392001955\n", - "5823\n", - "9010590.3765122\n", - "{'n': 461, 'm': 1157, 'k_avg': 5.019522776572668, 'intersection_count': 352, 'streets_per_node_avg': 2.6008676789587852, 'streets_per_node_counts': {0: 0, 1: 109, 2: 0, 3: 318, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23644251626898047, 2: 0.0, 3: 0.6898047722342733, 4: 0.0737527114967462}, 'edge_length_total': 145015.78000000017, 'edge_length_avg': 125.33775280898891, 'street_length_total': 72640.31299999997, 'street_length_avg': 125.02635628227189, 'street_segments_count': 581, 'node_density_km': 51.16201943900183, 'intersection_density_km': 39.06514282544175, 'edge_density_km': 16093.92658421263, 'street_density_km': 8061.659665425544, 'circuity_avg': 1.0855302942991383, 'self_loop_proportion': 0.001728608470181504, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0855302942991383\n", - "5824\n", - "7009263.187512828\n", - "{'n': 201, 'm': 542, 'k_avg': 5.393034825870647, 'intersection_count': 155, 'streets_per_node_avg': 2.7412935323383083, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 115, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22885572139303484, 2: 0.0, 3: 0.572139303482587, 4: 0.19900497512437812}, 'edge_length_total': 64707.7719999999, 'edge_length_avg': 119.38703321033192, 'street_length_total': 32353.886000000017, 'street_length_avg': 119.38703321033216, 'street_segments_count': 271, 'node_density_km': 28.676337957759433, 'intersection_density_km': 22.11359394752593, 'edge_density_km': 9231.75093714249, 'street_density_km': 4615.875468571254, 'circuity_avg': 1.046224076490331, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.046224076490331\n", - "5825\n", - "7011016.809584184\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 101, 'm': 252, 'k_avg': 4.99009900990099, 'intersection_count': 83, 'streets_per_node_avg': 2.732673267326733, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 74, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1782178217821782, 2: 0.0, 3: 0.7326732673267327, 4: 0.0891089108910891}, 'edge_length_total': 58182.32, 'edge_length_avg': 230.88222222222223, 'street_length_total': 29091.16, 'street_length_avg': 230.88222222222223, 'street_segments_count': 126, 'node_density_km': 14.405898993414368, 'intersection_density_km': 11.838511053993985, 'edge_density_km': 8298.699258638739, 'street_density_km': 4149.349629319369, 'circuity_avg': 1.0411898953938004, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0411898953938004\n", - "5826\n", - "3003072.49683387\n", - "{'n': 55, 'm': 144, 'k_avg': 5.236363636363636, 'intersection_count': 45, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 36, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.6545454545454545, 4: 0.16363636363636364}, 'edge_length_total': 23031.015999999992, 'edge_length_avg': 159.93761111111107, 'street_length_total': 11515.508000000003, 'street_length_avg': 159.93761111111115, 'street_segments_count': 72, 'node_density_km': 18.314576174230336, 'intersection_density_km': 14.984653233461184, 'edge_density_km': 7669.150852762136, 'street_density_km': 3834.5754263810704, 'circuity_avg': 1.0162688790570815, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0162688790570815\n", - "5827\n", - "3001830.420845963\n", - "{'n': 41, 'm': 106, 'k_avg': 5.170731707317073, 'intersection_count': 34, 'streets_per_node_avg': 2.8292682926829267, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 27, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17073170731707318, 2: 0.0, 3: 0.6585365853658537, 4: 0.17073170731707318}, 'edge_length_total': 17651.814000000002, 'edge_length_avg': 166.52654716981135, 'street_length_total': 8825.907000000001, 'street_length_avg': 166.52654716981135, 'street_segments_count': 53, 'node_density_km': 13.658333167416417, 'intersection_density_km': 11.326422626638005, 'edge_density_km': 5880.350161494281, 'street_density_km': 2940.1750807471403, 'circuity_avg': 1.0392894793703604, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0392894793703604\n", - "5828\n", - "7004273.663517274\n", - "{'n': 322, 'm': 830, 'k_avg': 5.15527950310559, 'intersection_count': 261, 'streets_per_node_avg': 2.701863354037267, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 235, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18944099378881987, 2: 0.0, 3: 0.7298136645962733, 4: 0.08074534161490683}, 'edge_length_total': 99328.37199999993, 'edge_length_avg': 119.67273734939751, 'street_length_total': 49664.18600000003, 'street_length_avg': 119.67273734939766, 'street_segments_count': 415, 'node_density_km': 45.97193306097982, 'intersection_density_km': 37.2629643755147, 'edge_density_km': 14181.109529938196, 'street_density_km': 7090.554764969107, 'circuity_avg': 1.0438800269886201, 'self_loop_proportion': 0.0024096385542168677, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0438800269886201\n", - "5829\n", - "7008214.1044410905\n", - "{'n': 201, 'm': 540, 'k_avg': 5.373134328358209, 'intersection_count': 168, 'streets_per_node_avg': 2.800995024875622, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 142, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16417910447761194, 2: 0.0, 3: 0.7064676616915423, 4: 0.12935323383084577}, 'edge_length_total': 86437.95999999989, 'edge_length_avg': 160.0702962962961, 'street_length_total': 43218.980000000025, 'street_length_avg': 160.0702962962964, 'street_segments_count': 270, 'node_density_km': 28.680630614956062, 'intersection_density_km': 23.971870364739395, 'edge_density_km': 12333.806974479325, 'street_density_km': 6166.903487239673, 'circuity_avg': 1.0651860889915672, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0651860889915672\n", - "5830\n", - "4002816.42966746\n", - "{'n': 128, 'm': 330, 'k_avg': 5.15625, 'intersection_count': 111, 'streets_per_node_avg': 2.84375, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 98, 4: 12, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1328125, 2: 0.0, 3: 0.765625, 4: 0.09375, 5: 0.0078125}, 'edge_length_total': 50474.004, 'edge_length_avg': 152.95152727272728, 'street_length_total': 25237.00200000001, 'street_length_avg': 152.95152727272733, 'street_segments_count': 165, 'node_density_km': 31.977484416049975, 'intersection_density_km': 27.730474767043336, 'edge_density_km': 12609.622471294095, 'street_density_km': 6304.81123564705, 'circuity_avg': 1.07001967862432, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07001967862432\n", - "5831\n", - "5004791.5908736065\n", - "{'n': 91, 'm': 258, 'k_avg': 5.670329670329671, 'intersection_count': 77, 'streets_per_node_avg': 2.901098901098901, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 58, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0, 3: 0.6373626373626373, 4: 0.2087912087912088}, 'edge_length_total': 41044.04800000002, 'edge_length_avg': 159.08545736434115, 'street_length_total': 20522.024000000005, 'street_length_avg': 159.08545736434112, 'street_segments_count': 129, 'node_density_km': 18.18257530761947, 'intersection_density_km': 15.385256029524164, 'edge_density_km': 8200.950480104928, 'street_density_km': 4100.475240052464, 'circuity_avg': 1.0660392374793577, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0660392374793577\n", - "5832\n", - "9005128.831834195\n", - "{'n': 345, 'm': 977, 'k_avg': 5.663768115942029, 'intersection_count': 298, 'streets_per_node_avg': 2.927536231884058, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 229, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13623188405797101, 2: 0.0, 3: 0.663768115942029, 4: 0.2}, 'edge_length_total': 134799.8789999997, 'edge_length_avg': 137.97326407369468, 'street_length_total': 67668.22399999997, 'street_length_avg': 137.81715682281055, 'street_segments_count': 491, 'node_density_km': 38.31150075059273, 'intersection_density_km': 33.09225282225111, 'edge_density_km': 14969.233813009558, 'street_density_km': 7514.409317586307, 'circuity_avg': 1.0329395547326117, 'self_loop_proportion': 0.0020470829068577278, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0329395547326117\n", - "5833\n", - "7006167.562252402\n", - "{'n': 276, 'm': 719, 'k_avg': 5.2101449275362315, 'intersection_count': 222, 'streets_per_node_avg': 2.710144927536232, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 194, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1956521739130435, 2: 0.0, 3: 0.7028985507246377, 4: 0.10144927536231885}, 'edge_length_total': 96841.20699999992, 'edge_length_avg': 134.6887440890124, 'street_length_total': 48459.042999999976, 'street_length_avg': 134.6084527777777, 'street_segments_count': 360, 'node_density_km': 39.393862271725226, 'intersection_density_km': 31.68636747943116, 'edge_density_km': 13822.27960429576, 'street_density_km': 6916.626325223222, 'circuity_avg': 1.0486179776854072, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0486179776854072\n", - "5834\n", - "3003060.2367071793\n", - "{'n': 68, 'm': 168, 'k_avg': 4.9411764705882355, 'intersection_count': 52, 'streets_per_node_avg': 2.6470588235294117, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 44, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23529411764705882, 2: 0.0, 3: 0.6470588235294118, 4: 0.11764705882352941}, 'edge_length_total': 28449.060000000012, 'edge_length_avg': 169.33964285714293, 'street_length_total': 14224.53, 'street_length_avg': 169.33964285714288, 'street_segments_count': 84, 'node_density_km': 22.6435684402259, 'intersection_density_km': 17.315669983702158, 'edge_density_km': 9473.35642897196, 'street_density_km': 4736.678214485978, 'circuity_avg': 1.025169713240669, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025169713240669\n", - "5835\n", - "6008432.005697591\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 64, 'm': 184, 'k_avg': 5.75, 'intersection_count': 56, 'streets_per_node_avg': 3.0625, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 36, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.5625, 4: 0.3125}, 'edge_length_total': 39960.831999999995, 'edge_length_avg': 217.17843478260866, 'street_length_total': 19980.416000000005, 'street_length_avg': 217.17843478260875, 'street_segments_count': 92, 'node_density_km': 10.651697471039197, 'intersection_density_km': 9.320235287159297, 'edge_density_km': 6650.792080547221, 'street_density_km': 3325.396040273612, 'circuity_avg': 1.0455545154019041, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0455545154019041\n", - "5836\n", - "6004209.528556455\n", - "{'n': 149, 'm': 414, 'k_avg': 5.557046979865772, 'intersection_count': 129, 'streets_per_node_avg': 2.879194630872483, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 107, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1342281879194631, 2: 0.0, 3: 0.7181208053691275, 4: 0.1476510067114094}, 'edge_length_total': 60157.70800000002, 'edge_length_avg': 145.30847342995173, 'street_length_total': 30178.30299999999, 'street_length_avg': 144.39379425837316, 'street_segments_count': 209, 'node_density_km': 24.815922777402292, 'intersection_density_km': 21.48492643144225, 'edge_density_km': 10019.255276466554, 'street_density_km': 5026.190851013743, 'circuity_avg': 1.0480623003045615, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0480623003045615\n", - "5837\n", - "4006138.3397205467\n", - "{'n': 91, 'm': 250, 'k_avg': 5.4945054945054945, 'intersection_count': 78, 'streets_per_node_avg': 2.901098901098901, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 61, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.6703296703296703, 4: 0.18681318681318682}, 'edge_length_total': 40475.864000000016, 'edge_length_avg': 161.90345600000006, 'street_length_total': 20237.932, 'street_length_avg': 161.903456, 'street_segments_count': 125, 'node_density_km': 22.715141685882923, 'intersection_density_km': 19.470121445042505, 'edge_density_km': 10103.461380423389, 'street_density_km': 5051.7306902116925, 'circuity_avg': 1.00617756286949, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.00617756286949\n", - "5838\n", - "6007954.499842153\n", - "{'n': 142, 'm': 393, 'k_avg': 5.535211267605634, 'intersection_count': 123, 'streets_per_node_avg': 2.887323943661972, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 101, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13380281690140844, 2: 0.0, 3: 0.7112676056338029, 4: 0.15492957746478872}, 'edge_length_total': 64189.31400000002, 'edge_length_avg': 163.3315877862596, 'street_length_total': 32268.968999999983, 'street_length_avg': 160.54213432835812, 'street_segments_count': 201, 'node_density_km': 23.635332125722783, 'intersection_density_km': 20.47285810890072, 'edge_density_km': 10684.054614875406, 'street_density_km': 5371.04084274403, 'circuity_avg': 1.0337615439969845, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0337615439969845\n", - "5839\n", - "6007934.25146958\n", - "{'n': 122, 'm': 348, 'k_avg': 5.704918032786885, 'intersection_count': 110, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 86, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09836065573770492, 2: 0.0, 3: 0.7049180327868853, 4: 0.19672131147540983}, 'edge_length_total': 67578.24800000008, 'edge_length_avg': 194.1903678160922, 'street_length_total': 33789.123999999996, 'street_length_avg': 194.19036781609194, 'street_segments_count': 174, 'node_density_km': 20.30648054614745, 'intersection_density_km': 18.30912180390344, 'edge_density_km': 11248.167035694505, 'street_density_km': 5624.083517847245, 'circuity_avg': 1.0293174624093615, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0293174624093615\n", - "5840\n", - "6005971.372698928\n", - "{'n': 174, 'm': 492, 'k_avg': 5.655172413793103, 'intersection_count': 154, 'streets_per_node_avg': 2.971264367816092, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 119, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11494252873563218, 2: 0.0, 3: 0.6839080459770115, 4: 0.20114942528735633}, 'edge_length_total': 77262.35999999999, 'edge_length_avg': 157.0373170731707, 'street_length_total': 38631.17999999997, 'street_length_avg': 157.0373170731706, 'street_segments_count': 246, 'node_density_km': 28.97116706065965, 'intersection_density_km': 25.641147858284974, 'edge_density_km': 12864.257121039236, 'street_density_km': 6432.128560519614, 'circuity_avg': 1.0456935789281052, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456935789281052\n", - "5841\n", - "11017224.180947552\n", - "{'n': 468, 'm': 1298, 'k_avg': 5.547008547008547, 'intersection_count': 373, 'streets_per_node_avg': 2.876068376068376, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 243, 4: 128, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.202991452991453, 2: 0.0, 3: 0.5192307692307693, 4: 0.27350427350427353, 5: 0.004273504273504274}, 'edge_length_total': 180199.27199999982, 'edge_length_avg': 138.82840677966087, 'street_length_total': 90099.63600000009, 'street_length_avg': 138.82840677966115, 'street_segments_count': 649, 'node_density_km': 42.47893955079246, 'intersection_density_km': 33.856077889841, 'edge_density_km': 16356.14098800171, 'street_density_km': 8178.070494000872, 'circuity_avg': 1.0477995401307858, 'self_loop_proportion': 0.0015408320493066256, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0477995401307858\n", - "5842\n", - "9011469.057622038\n", - "{'n': 324, 'm': 846, 'k_avg': 5.222222222222222, 'intersection_count': 261, 'streets_per_node_avg': 2.8055555555555554, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 199, 4: 61, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19444444444444445, 2: 0.0, 3: 0.6141975308641975, 4: 0.1882716049382716, 5: 0.0030864197530864196}, 'edge_length_total': 136170.94900000026, 'edge_length_avg': 160.95856855791993, 'street_length_total': 68404.46100000001, 'street_length_avg': 158.71104640371232, 'street_segments_count': 431, 'node_density_km': 35.954182157009775, 'intersection_density_km': 28.96309118203565, 'edge_density_km': 15110.849089008942, 'street_density_km': 7590.822380080467, 'circuity_avg': 1.0301228672059548, 'self_loop_proportion': 0.002364066193853428, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0301228672059548\n", - "5843\n", - "13014962.041255476\n", - "{'n': 452, 'm': 1313, 'k_avg': 5.8097345132743365, 'intersection_count': 381, 'streets_per_node_avg': 3.0088495575221237, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 237, 4: 142, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1570796460176991, 2: 0.0, 3: 0.5243362831858407, 4: 0.3141592920353982, 5: 0.004424778761061947}, 'edge_length_total': 177725.01800000007, 'edge_length_avg': 135.3579725818736, 'street_length_total': 90019.0460000001, 'street_length_avg': 135.7753333333335, 'street_segments_count': 663, 'node_density_km': 34.72925995229397, 'intersection_density_km': 29.27400009253098, 'edge_density_km': 13655.438827761343, 'street_density_km': 6916.581524759983, 'circuity_avg': 1.0186602601821526, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0186602601821526\n", - "5844\n", - "12012582.622507919\n", - "{'n': 723, 'm': 1871, 'k_avg': 5.175656984785616, 'intersection_count': 575, 'streets_per_node_avg': 2.684647302904564, 'streets_per_node_counts': {0: 0, 1: 148, 2: 0, 3: 508, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20470262793914246, 2: 0.0, 3: 0.7026279391424619, 4: 0.0912863070539419, 5: 0.0013831258644536654}, 'edge_length_total': 179517.2380000003, 'edge_length_avg': 95.94721432389113, 'street_length_total': 90483.33000000009, 'street_length_avg': 95.85098516949162, 'street_segments_count': 944, 'node_density_km': 60.186890922632934, 'intersection_density_km': 47.86647618328345, 'edge_density_km': 14944.100169071029, 'street_density_km': 7532.379409442055, 'circuity_avg': 1.0518274639607197, 'self_loop_proportion': 0.003206841261357563, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0518274639607197\n", - "5845\n", - "15025196.406435503\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1003, 'm': 2943, 'k_avg': 5.86839481555334, 'intersection_count': 884, 'streets_per_node_avg': 3.0229312063808575, 'streets_per_node_counts': {0: 0, 1: 119, 2: 0, 3: 633, 4: 241, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11864406779661017, 2: 0.0, 3: 0.6311066799601196, 4: 0.24027916251246262, 5: 0.009970089730807577}, 'edge_length_total': 237160.5830000005, 'edge_length_avg': 80.58463574583776, 'street_length_total': 119920.89999999986, 'street_length_avg': 80.53787777031556, 'street_segments_count': 1489, 'node_density_km': 66.75453504024753, 'intersection_density_km': 58.83450545920121, 'edge_density_km': 15784.1918724218, 'street_density_km': 7981.319961224337, 'circuity_avg': 1.0371531918888472, 'self_loop_proportion': 0.0033978933061501867, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0371531918888472\n", - "5846\n", - "28043954.666516718\n", - "{'n': 2398, 'm': 6752, 'k_avg': 5.631359466221851, 'intersection_count': 2052, 'streets_per_node_avg': 3.022518765638032, 'streets_per_node_counts': {0: 0, 1: 346, 2: 1, 3: 1329, 4: 700, 5: 19, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14428690575479566, 2: 0.0004170141784820684, 3: 0.5542118432026689, 4: 0.2919099249374479, 5: 0.0079232693911593, 6: 0.0012510425354462051}, 'edge_length_total': 660904.8889999975, 'edge_length_avg': 97.88283308649252, 'street_length_total': 351712.05299999955, 'street_length_avg': 97.9426491228069, 'street_segments_count': 3591, 'node_density_km': 85.50862488959552, 'intersection_density_km': 73.17084998892828, 'edge_density_km': 23566.750726105318, 'street_density_km': 12541.457051345496, 'circuity_avg': 1.0553569401386722, 'self_loop_proportion': 0.002962085308056872, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0553569401386722\n", - "5847\n", - "207402200.59452757\n", - "error with entry 5847\n", - "5848\n", - "6006455.3307674145\n", - "{'n': 152, 'm': 416, 'k_avg': 5.473684210526316, 'intersection_count': 126, 'streets_per_node_avg': 2.9342105263157894, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 86, 4: 38, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17105263157894737, 2: 0.0, 3: 0.5657894736842105, 4: 0.25, 5: 0.013157894736842105}, 'edge_length_total': 69857.89199999998, 'edge_length_avg': 167.92762499999995, 'street_length_total': 34928.946, 'street_length_avg': 167.927625, 'street_segments_count': 208, 'node_density_km': 25.306106785044506, 'intersection_density_km': 20.977430624444786, 'edge_density_km': 11630.468912698065, 'street_density_km': 5815.234456349034, 'circuity_avg': 1.0432737701627675, 'self_loop_proportion': 0.004807692307692308, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0432737701627675\n", - "5849\n", - "6006956.5651092315\n", - "{'n': 395, 'm': 1047, 'k_avg': 5.30126582278481, 'intersection_count': 326, 'streets_per_node_avg': 2.7974683544303796, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 271, 4: 52, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17468354430379746, 2: 0.0, 3: 0.6860759493670886, 4: 0.13164556962025317, 5: 0.007594936708860759}, 'edge_length_total': 113329.25199999992, 'edge_length_avg': 108.24188347659974, 'street_length_total': 56791.39399999998, 'street_length_avg': 107.5594583333333, 'street_segments_count': 528, 'node_density_km': 65.75709275048125, 'intersection_density_km': 54.270410725713646, 'edge_density_km': 18866.33451925736, 'street_density_km': 9454.27079161297, 'circuity_avg': 1.0348004278134577, 'self_loop_proportion': 0.0019102196752626551, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0348004278134577\n", - "5850\n", - "15023234.24058406\n", - "{'n': 802, 'm': 2117, 'k_avg': 5.279301745635911, 'intersection_count': 642, 'streets_per_node_avg': 2.7581047381546133, 'streets_per_node_counts': {0: 0, 1: 160, 2: 0, 3: 516, 4: 126}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19950124688279303, 2: 0.0, 3: 0.6433915211970075, 4: 0.1571072319201995}, 'edge_length_total': 244105.01700000075, 'edge_length_avg': 115.30704629192289, 'street_length_total': 122116.98399999988, 'street_length_avg': 115.3134881964116, 'street_segments_count': 1059, 'node_density_km': 53.38397758809228, 'intersection_density_km': 42.733807495704795, 'edge_density_km': 16248.49969659467, 'street_density_km': 8128.5415673085, 'circuity_avg': 1.0625626854182983, 'self_loop_proportion': 0.003778932451582428, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0625626854182983\n", - "5851\n", - "7008907.721023633\n", - "{'n': 754, 'm': 1942, 'k_avg': 5.151193633952254, 'intersection_count': 579, 'streets_per_node_avg': 2.663129973474801, 'streets_per_node_counts': {0: 0, 1: 175, 2: 0, 3: 487, 4: 88, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23209549071618038, 2: 0.0, 3: 0.6458885941644562, 4: 0.11671087533156499, 5: 0.005305039787798408}, 'edge_length_total': 160809.33899999983, 'edge_length_avg': 82.80604479917602, 'street_length_total': 80486.5359999999, 'street_length_avg': 82.80507818930032, 'street_segments_count': 972, 'node_density_km': 107.5773900886628, 'intersection_density_km': 82.60916294606865, 'edge_density_km': 22943.566301728115, 'street_density_km': 11483.463501534738, 'circuity_avg': 1.0626433525566654, 'self_loop_proportion': 0.003089598352214212, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0626433525566654\n", - "5852\n", - "6010072.496712802\n", - "{'n': 84, 'm': 242, 'k_avg': 5.761904761904762, 'intersection_count': 76, 'streets_per_node_avg': 3.0595238095238093, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 55, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09523809523809523, 2: 0.0, 3: 0.6547619047619048, 4: 0.25}, 'edge_length_total': 42411.22800000001, 'edge_length_avg': 175.25300826446286, 'street_length_total': 21205.61400000001, 'street_length_avg': 175.2530082644629, 'street_segments_count': 121, 'node_density_km': 13.97653689634254, 'intersection_density_km': 12.645438144309917, 'edge_density_km': 7056.691582871381, 'street_density_km': 3528.345791435691, 'circuity_avg': 1.0271359549872625, 'self_loop_proportion': 0.008264462809917356, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0271359549872625\n", - "5853\n", - "5009186.523397444\n", - "{'n': 135, 'm': 327, 'k_avg': 4.844444444444444, 'intersection_count': 104, 'streets_per_node_avg': 2.6592592592592594, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 89, 4: 14, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22962962962962963, 2: 0.0, 3: 0.6592592592592592, 4: 0.1037037037037037, 5: 0.007407407407407408}, 'edge_length_total': 51648.10499999999, 'edge_length_avg': 157.94527522935778, 'street_length_total': 25869.291999999987, 'street_length_avg': 157.73958536585357, 'street_segments_count': 164, 'node_density_km': 26.95048375009147, 'intersection_density_km': 20.761854148218614, 'edge_density_km': 10310.677144633464, 'street_density_km': 5164.3698790546, 'circuity_avg': 1.0363366001784418, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0363366001784418\n", - "5854\n", - "6010663.326472085\n", - "{'n': 141, 'm': 376, 'k_avg': 5.333333333333333, 'intersection_count': 128, 'streets_per_node_avg': 2.9290780141843973, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 112, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09219858156028368, 2: 0.0, 3: 0.7943262411347518, 4: 0.11347517730496454}, 'edge_length_total': 62995.02000000005, 'edge_length_avg': 167.53994680851076, 'street_length_total': 31497.509999999987, 'street_length_avg': 167.53994680851056, 'street_segments_count': 188, 'node_density_km': 23.458309398067538, 'intersection_density_km': 21.29548654576344, 'edge_density_km': 10480.54375671953, 'street_density_km': 5240.271878359758, 'circuity_avg': 1.049115528524329, 'self_loop_proportion': 0.005319148936170213, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049115528524329\n", - "5855\n", - "5006743.16331184\n", - "{'n': 447, 'm': 1154, 'k_avg': 5.16331096196868, 'intersection_count': 362, 'streets_per_node_avg': 2.668903803131991, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 340, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19015659955257272, 2: 0.0, 3: 0.7606263982102909, 4: 0.049217002237136466}, 'edge_length_total': 92866.14799999981, 'edge_length_avg': 80.47326516464454, 'street_length_total': 46433.07399999995, 'street_length_avg': 80.47326516464463, 'street_segments_count': 577, 'node_density_km': 89.27959462260898, 'intersection_density_km': 72.3024904997415, 'edge_density_km': 18548.214871595508, 'street_density_km': 9274.107435797763, 'circuity_avg': 1.0414053003301014, 'self_loop_proportion': 0.0017331022530329288, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0414053003301014\n", - "5856\n", - "26033905.39968551\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1274, 'm': 3406, 'k_avg': 5.346938775510204, 'intersection_count': 1034, 'streets_per_node_avg': 2.759026687598116, 'streets_per_node_counts': {0: 0, 1: 240, 2: 0, 3: 863, 4: 169, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18838304552590268, 2: 0.0, 3: 0.6773940345368917, 4: 0.1326530612244898, 5: 0.0015698587127158557}, 'edge_length_total': 395418.6840000005, 'edge_length_avg': 116.09473987081634, 'street_length_total': 200136.37099999984, 'street_length_avg': 115.75267264314624, 'street_segments_count': 1729, 'node_density_km': 48.93618458087314, 'intersection_density_km': 39.71743709311054, 'edge_density_km': 15188.604165580826, 'street_density_km': 7687.527780692385, 'circuity_avg': 1.0627779030117737, 'self_loop_proportion': 0.005871990604815032, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0627779030117737\n", - "5857\n", - "10013324.17618592\n", - "{'n': 402, 'm': 1024, 'k_avg': 5.0945273631840795, 'intersection_count': 314, 'streets_per_node_avg': 2.6592039800995027, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 275, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21890547263681592, 2: 0.0, 3: 0.6840796019900498, 4: 0.09701492537313433}, 'edge_length_total': 152165.16999999975, 'edge_length_avg': 148.59879882812476, 'street_length_total': 76219.591, 'street_length_avg': 148.2871420233463, 'street_segments_count': 514, 'node_density_km': 40.146508085302195, 'intersection_density_km': 31.358217758171367, 'edge_density_km': 15196.269223150182, 'street_density_km': 7611.816980945091, 'circuity_avg': 1.0641500315412369, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641500315412369\n", - "5858\n", - "7011515.792922209\n", - "{'n': 385, 'm': 1067, 'k_avg': 5.542857142857143, 'intersection_count': 317, 'streets_per_node_avg': 2.838961038961039, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 245, 4: 70, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17662337662337663, 2: 0.0, 3: 0.6363636363636364, 4: 0.18181818181818182, 5: 0.005194805194805195}, 'edge_length_total': 119038.92400000025, 'edge_length_avg': 111.56412746016893, 'street_length_total': 59558.26300000001, 'street_length_avg': 111.53232771535583, 'street_segments_count': 534, 'node_density_km': 54.90966737729367, 'intersection_density_km': 45.211336515849595, 'edge_density_km': 16977.63044621027, 'street_density_km': 8494.349119219163, 'circuity_avg': 1.0554981285794147, 'self_loop_proportion': 0.005623242736644799, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0554981285794147\n", - "5859\n", - "7007187.928710301\n", - "{'n': 229, 'm': 594, 'k_avg': 5.187772925764192, 'intersection_count': 182, 'streets_per_node_avg': 2.7336244541484715, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 149, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2052401746724891, 2: 0.0, 3: 0.6506550218340611, 4: 0.14410480349344978}, 'edge_length_total': 89674.7740000001, 'edge_length_avg': 150.96763299663317, 'street_length_total': 44837.38699999999, 'street_length_avg': 150.96763299663294, 'street_segments_count': 297, 'node_density_km': 32.68072760853558, 'intersection_density_km': 25.9733293657357, 'edge_density_km': 12797.540884065467, 'street_density_km': 6398.7704420327245, 'circuity_avg': 1.0273177531361244, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0273177531361244\n", - "5860\n", - "10010332.640989393\n", - "{'n': 439, 'm': 1235, 'k_avg': 5.626423690205011, 'intersection_count': 387, 'streets_per_node_avg': 2.9817767653758542, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 292, 4: 94, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11845102505694761, 2: 0.0, 3: 0.6651480637813212, 4: 0.214123006833713, 5: 0.002277904328018223}, 'edge_length_total': 150381.3969999998, 'edge_length_avg': 121.76631336032372, 'street_length_total': 77728.90099999997, 'street_length_avg': 121.83213322884008, 'street_segments_count': 638, 'node_density_km': 43.854686526841576, 'intersection_density_km': 38.66005395418608, 'edge_density_km': 15022.617368800695, 'street_density_km': 7764.8669417560395, 'circuity_avg': 1.0348974620651668, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0348974620651668\n", - "5861\n", - "8012289.467726709\n", - "{'n': 144, 'm': 407, 'k_avg': 5.652777777777778, 'intersection_count': 128, 'streets_per_node_avg': 3.048611111111111, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 89, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.6180555555555556, 4: 0.2708333333333333}, 'edge_length_total': 87402.256, 'edge_length_avg': 214.74755773955772, 'street_length_total': 43742.821, 'street_length_avg': 214.4255931372549, 'street_segments_count': 204, 'node_density_km': 17.97239110993533, 'intersection_density_km': 15.97545876438696, 'edge_density_km': 10908.524505018693, 'street_density_km': 5459.465883777031, 'circuity_avg': 1.0433739345957949, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0433739345957949\n", - "5862\n", - "8011808.484767695\n", - "{'n': 470, 'm': 1240, 'k_avg': 5.276595744680851, 'intersection_count': 366, 'streets_per_node_avg': 2.7297872340425533, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 286, 4: 79, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22127659574468084, 2: 0.0, 3: 0.6085106382978723, 4: 0.16808510638297872, 5: 0.002127659574468085}, 'edge_length_total': 152695.4999999997, 'edge_length_avg': 123.14153225806429, 'street_length_total': 76484.32000000002, 'street_length_avg': 123.16315619967797, 'street_segments_count': 621, 'node_density_km': 58.6634092531766, 'intersection_density_km': 45.68256975885667, 'edge_density_km': 19058.805548124277, 'street_density_km': 9546.44886300196, 'circuity_avg': 1.036980294323254, 'self_loop_proportion': 0.0016129032258064516, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.036980294323254\n", - "5863\n", - "118155788.3243095\n", - "error with entry 5863\n", - "5864\n", - "10009408.972870398\n", - "{'n': 411, 'm': 1128, 'k_avg': 5.489051094890511, 'intersection_count': 360, 'streets_per_node_avg': 2.8710462287104623, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 312, 4: 47, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12408759124087591, 2: 0.0, 3: 0.7591240875912408, 4: 0.11435523114355231, 5: 0.0024330900243309003}, 'edge_length_total': 158253.00199999998, 'edge_length_avg': 140.29521453900708, 'street_length_total': 79425.69000000008, 'street_length_avg': 140.32807420494714, 'street_segments_count': 566, 'node_density_km': 41.06136547262466, 'intersection_density_km': 35.96615953806539, 'edge_density_km': 15810.424214749391, 'street_density_km': 7935.102883224799, 'circuity_avg': 1.0981174742171975, 'self_loop_proportion': 0.010638297872340425, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0981174742171975\n", - "5865\n", - "14019234.838609982\n", - "{'n': 378, 'm': 1135, 'k_avg': 6.005291005291006, 'intersection_count': 335, 'streets_per_node_avg': 3.1031746031746033, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 210, 4: 125}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11375661375661375, 2: 0.0, 3: 0.5555555555555556, 4: 0.3306878306878307}, 'edge_length_total': 174568.01700000025, 'edge_length_avg': 153.8044202643174, 'street_length_total': 88727.1339999999, 'street_length_avg': 154.0401631944443, 'street_segments_count': 576, 'node_density_km': 26.96295513639309, 'intersection_density_km': 23.89574066320552, 'edge_density_km': 12452.036006931517, 'street_density_km': 6328.956966726813, 'circuity_avg': 1.0253645808410574, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0253645808410574\n", - "5866\n", - "12014533.270836947\n", - "{'n': 967, 'm': 2451, 'k_avg': 5.069286452947259, 'intersection_count': 748, 'streets_per_node_avg': 2.707342295760083, 'streets_per_node_counts': {0: 0, 1: 219, 2: 0, 3: 595, 4: 151, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2264736297828335, 2: 0.0, 3: 0.6153050672182007, 4: 0.15615305067218202, 5: 0.002068252326783868}, 'edge_length_total': 234217.0499999993, 'edge_length_avg': 95.55979192166434, 'street_length_total': 122495.5580000001, 'street_length_avg': 94.73747718484154, 'street_segments_count': 1293, 'node_density_km': 80.48585643748753, 'intersection_density_km': 62.25793238390969, 'edge_density_km': 19494.477623073195, 'street_density_km': 10195.61519691617, 'circuity_avg': 1.1259744436906638, 'self_loop_proportion': 0.006527947776417789, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1259744436906638\n", - "5867\n", - "6007507.464276284\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 159, 'm': 416, 'k_avg': 5.232704402515723, 'intersection_count': 134, 'streets_per_node_avg': 2.811320754716981, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 114, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15723270440251572, 2: 0.0, 3: 0.7169811320754716, 4: 0.12578616352201258}, 'edge_length_total': 63496.157999999996, 'edge_length_avg': 152.63499519230768, 'street_length_total': 31748.078999999983, 'street_length_avg': 152.6349951923076, 'street_segments_count': 208, 'node_density_km': 26.466883469641186, 'intersection_density_km': 22.30542380460326, 'edge_density_km': 10569.468016074998, 'street_density_km': 5284.734008037497, 'circuity_avg': 1.0325755686011473, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0325755686011473\n", - "5868\n", - "10017201.305752793\n", - "{'n': 790, 'm': 2079, 'k_avg': 5.263291139240506, 'intersection_count': 625, 'streets_per_node_avg': 2.7253164556962024, 'streets_per_node_counts': {0: 0, 1: 165, 2: 0, 3: 513, 4: 111, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2088607594936709, 2: 0.0, 3: 0.649367088607595, 4: 0.14050632911392405, 5: 0.0012658227848101266}, 'edge_length_total': 198057.17499999964, 'edge_length_avg': 95.26559644059627, 'street_length_total': 99762.98500000002, 'street_length_avg': 94.11602358490568, 'street_segments_count': 1060, 'node_density_km': 78.8643430322509, 'intersection_density_km': 62.39267644956559, 'edge_density_km': 19771.70758126395, 'street_density_km': 9959.167431596587, 'circuity_avg': 1.0506148966800462, 'self_loop_proportion': 0.00481000481000481, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0506148966800462\n", - "5869\n", - "9015523.807921937\n", - "{'n': 478, 'm': 1260, 'k_avg': 5.2719665271966525, 'intersection_count': 390, 'streets_per_node_avg': 2.7343096234309625, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 341, 4: 49}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18410041841004185, 2: 0.0, 3: 0.7133891213389121, 4: 0.10251046025104603}, 'edge_length_total': 124415.03399999991, 'edge_length_avg': 98.74209047619041, 'street_length_total': 62207.51699999995, 'street_length_avg': 98.7420904761904, 'street_segments_count': 630, 'node_density_km': 53.01965922157308, 'intersection_density_km': 43.258717774923646, 'edge_density_km': 13800.089340419296, 'street_density_km': 6900.044670209648, 'circuity_avg': 1.0751251904068888, 'self_loop_proportion': 0.006349206349206349, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0751251904068888\n", - "5870\n", - "19039209.141783495\n", - "{'n': 613, 'm': 1625, 'k_avg': 5.301794453507341, 'intersection_count': 495, 'streets_per_node_avg': 2.7259380097879284, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 429, 4: 64, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19249592169657423, 2: 0.0, 3: 0.6998368678629691, 4: 0.10440456769983687, 5: 0.0032626427406199023}, 'edge_length_total': 268372.04200000013, 'edge_length_avg': 165.15202584615392, 'street_length_total': 134893.15099999975, 'street_length_avg': 164.50384268292652, 'street_segments_count': 820, 'node_density_km': 32.196715495640454, 'intersection_density_km': 25.99897907070477, 'edge_density_km': 14095.755763879404, 'street_density_km': 7085.018605313963, 'circuity_avg': 1.0463504739459804, 'self_loop_proportion': 0.0024615384615384616, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0463504739459804\n", - "5871\n", - "17023890.20079382\n", - "{'n': 610, 'm': 1657, 'k_avg': 5.432786885245902, 'intersection_count': 501, 'streets_per_node_avg': 2.822950819672131, 'streets_per_node_counts': {0: 0, 1: 109, 2: 0, 3: 393, 4: 106, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17868852459016393, 2: 0.0, 3: 0.6442622950819672, 4: 0.1737704918032787, 5: 0.003278688524590164}, 'edge_length_total': 257370.91000000024, 'edge_length_avg': 155.32342184671106, 'street_length_total': 130029.95099999996, 'street_length_avg': 155.16700596658706, 'street_segments_count': 838, 'node_density_km': 35.831998021906635, 'intersection_density_km': 29.429231162254467, 'edge_density_km': 15118.219570518557, 'street_density_km': 7638.086798394451, 'circuity_avg': 1.0499796483813097, 'self_loop_proportion': 0.003621001810500905, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0499796483813097\n", - "5872\n", - "6007761.878761724\n", - "{'n': 102, 'm': 260, 'k_avg': 5.098039215686274, 'intersection_count': 82, 'streets_per_node_avg': 2.7450980392156863, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 68, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19607843137254902, 2: 0.0, 3: 0.6666666666666666, 4: 0.13725490196078433}, 'edge_length_total': 48459.789999999964, 'edge_length_avg': 186.38380769230756, 'street_length_total': 24229.89499999999, 'street_length_avg': 186.3838076923076, 'street_segments_count': 130, 'node_density_km': 16.9780364232784, 'intersection_density_km': 13.649009673615968, 'edge_density_km': 8066.196859651193, 'street_density_km': 4033.0984298255976, 'circuity_avg': 1.026594616432681, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.026594616432681\n", - "5873\n", - "246308582.4352388\n", - "error with entry 5873\n", - "5874\n", - "6007884.634280015\n", - "{'n': 237, 'm': 668, 'k_avg': 5.637130801687764, 'intersection_count': 201, 'streets_per_node_avg': 2.890295358649789, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 156, 4: 44, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1518987341772152, 2: 0.0, 3: 0.6582278481012658, 4: 0.18565400843881857, 5: 0.004219409282700422}, 'edge_length_total': 81637.36200000007, 'edge_length_avg': 122.21161976047914, 'street_length_total': 40818.68099999996, 'street_length_avg': 122.21161976047892, 'street_segments_count': 334, 'node_density_km': 39.44816094631985, 'intersection_density_km': 33.45603523295481, 'edge_density_km': 13588.370444763623, 'street_density_km': 6794.1852223818, 'circuity_avg': 1.0332721881630291, 'self_loop_proportion': 0.005988023952095809, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0332721881630291\n", - "5875\n", - "19037339.493022736\n", - "{'n': 807, 'm': 2357, 'k_avg': 5.841387856257745, 'intersection_count': 704, 'streets_per_node_avg': 3.0520446096654275, 'streets_per_node_counts': {0: 0, 1: 103, 2: 0, 3: 459, 4: 242, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12763320941759604, 2: 0.0, 3: 0.5687732342007435, 4: 0.29987608426270135, 5: 0.0037174721189591076}, 'edge_length_total': 292139.9760000009, 'edge_length_avg': 123.94568349596983, 'street_length_total': 148481.60800000007, 'street_length_avg': 123.32359468438544, 'street_segments_count': 1204, 'node_density_km': 42.39037709527473, 'intersection_density_km': 36.97995721818266, 'edge_density_km': 15345.630417899069, 'street_density_km': 7799.4936243280845, 'circuity_avg': 1.0434483278096447, 'self_loop_proportion': 0.004242681374628765, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0434483278096447\n", - "5876\n", - "11016342.331250476\n", - "{'n': 326, 'm': 962, 'k_avg': 5.901840490797546, 'intersection_count': 282, 'streets_per_node_avg': 3.0644171779141103, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 173, 4: 109}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13496932515337423, 2: 0.0, 3: 0.5306748466257669, 4: 0.3343558282208589}, 'edge_length_total': 149503.61399999986, 'edge_length_avg': 155.409162162162, 'street_length_total': 74751.80699999991, 'street_length_avg': 155.40916216216198, 'street_segments_count': 481, 'node_density_km': 29.592399200887524, 'intersection_density_km': 25.598333051074484, 'edge_density_km': 13571.075544366236, 'street_density_km': 6785.537772183116, 'circuity_avg': 1.0550664816619109, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0550664816619109\n", - "5877\n", - "21029439.937068794\n", - "{'n': 1003, 'm': 2987, 'k_avg': 5.956131605184447, 'intersection_count': 892, 'streets_per_node_avg': 3.0279162512462614, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 660, 4: 221, 5: 5, 6: 5, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1106679960119641, 2: 0.0, 3: 0.6580259222333001, 4: 0.22033898305084745, 5: 0.004985044865403789, 6: 0.004985044865403789, 7: 0.0009970089730807576}, 'edge_length_total': 237820.18000000008, 'edge_length_avg': 79.61840642785405, 'street_length_total': 119124.3180000002, 'street_length_avg': 79.36330313124597, 'street_segments_count': 1501, 'node_density_km': 47.69504099973687, 'intersection_density_km': 42.41672639258752, 'edge_density_km': 11308.916486206186, 'street_density_km': 5664.645295190132, 'circuity_avg': 1.0465379000374284, 'self_loop_proportion': 0.0013391362571141614, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0465379000374284\n", - "5878\n", - "15019916.786060343\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1309, 'm': 3659, 'k_avg': 5.590527119938884, 'intersection_count': 1088, 'streets_per_node_avg': 2.838044308632544, 'streets_per_node_counts': {0: 0, 1: 221, 2: 0, 3: 874, 4: 202, 5: 9, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16883116883116883, 2: 0.0, 3: 0.6676852559205501, 4: 0.15431627196333078, 5: 0.006875477463712758, 6: 0.0015278838808250573, 7: 0.0007639419404125286}, 'edge_length_total': 259951.84200000003, 'edge_length_avg': 71.04450450942882, 'street_length_total': 130208.8930000002, 'street_length_avg': 70.99721537622693, 'street_segments_count': 1834, 'node_density_km': 87.15094887974708, 'intersection_density_km': 72.43715231563394, 'edge_density_km': 17307.142622870964, 'street_density_km': 8669.08218298814, 'circuity_avg': 1.0626544686432375, 'self_loop_proportion': 0.001366493577480186, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0626544686432375\n", - "5879\n", - "7014312.539018151\n", - "{'n': 180, 'm': 484, 'k_avg': 5.377777777777778, 'intersection_count': 150, 'streets_per_node_avg': 2.933333333333333, 'streets_per_node_counts': {0: 0, 1: 30, 2: 1, 3: 100, 4: 49}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.005555555555555556, 3: 0.5555555555555556, 4: 0.2722222222222222}, 'edge_length_total': 83037.10700000013, 'edge_length_avg': 171.5642706611573, 'street_length_total': 42626.76500000002, 'street_length_avg': 169.82774900398414, 'street_segments_count': 251, 'node_density_km': 25.661816321802508, 'intersection_density_km': 21.384846934835426, 'edge_density_km': 11838.238820710361, 'street_density_km': 6077.11229901467, 'circuity_avg': 1.0189843117491888, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0189843117491888\n", - "5880\n", - "8011041.29352951\n", - "{'n': 258, 'm': 760, 'k_avg': 5.891472868217054, 'intersection_count': 227, 'streets_per_node_avg': 3.058139534883721, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 150, 4: 77}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12015503875968993, 2: 0.0, 3: 0.5813953488372093, 4: 0.29844961240310075}, 'edge_length_total': 120914.80999999998, 'edge_length_avg': 159.0984342105263, 'street_length_total': 60712.56699999995, 'street_length_avg': 157.6949792207791, 'street_segments_count': 385, 'node_density_km': 32.20555113208388, 'intersection_density_km': 28.33589188753117, 'edge_density_km': 15093.51975225274, 'street_density_km': 7578.611166195996, 'circuity_avg': 1.0547948202819037, 'self_loop_proportion': 0.002631578947368421, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0547948202819037\n", - "5881\n", - "11014575.442327417\n", - "{'n': 708, 'm': 1955, 'k_avg': 5.522598870056497, 'intersection_count': 581, 'streets_per_node_avg': 2.8559322033898304, 'streets_per_node_counts': {0: 0, 1: 127, 2: 0, 3: 430, 4: 150, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17937853107344634, 2: 0.0, 3: 0.6073446327683616, 4: 0.211864406779661, 5: 0.0014124293785310734}, 'edge_length_total': 209363.96599999978, 'edge_length_avg': 107.09154271099733, 'street_length_total': 104857.58100000008, 'street_length_avg': 106.34643103448283, 'street_segments_count': 986, 'node_density_km': 64.27846481302026, 'intersection_density_km': 52.748288215204475, 'edge_density_km': 19007.901584244853, 'street_density_km': 9519.893122439162, 'circuity_avg': 1.0325362365059558, 'self_loop_proportion': 0.0020460358056265983, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0325362365059558\n", - "5882\n", - "6012171.359080084\n", - "{'n': 251, 'm': 654, 'k_avg': 5.211155378486056, 'intersection_count': 204, 'streets_per_node_avg': 2.7928286852589643, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 162, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18725099601593626, 2: 0.0, 3: 0.6454183266932271, 4: 0.16733067729083664}, 'edge_length_total': 99782.4499999999, 'edge_length_avg': 152.57255351681943, 'street_length_total': 49983.930999999946, 'street_length_avg': 151.9268419452886, 'street_segments_count': 329, 'node_density_km': 41.74864371104773, 'intersection_density_km': 33.93116859383959, 'edge_density_km': 16596.740851256694, 'street_density_km': 8313.790145803152, 'circuity_avg': 1.0325723598254257, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0325723598254257\n", - "5883\n", - "9017453.458777085\n", - "{'n': 233, 'm': 605, 'k_avg': 5.1931330472103, 'intersection_count': 193, 'streets_per_node_avg': 2.811158798283262, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 158, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17167381974248927, 2: 0.0, 3: 0.6781115879828327, 4: 0.1459227467811159, 5: 0.004291845493562232}, 'edge_length_total': 59647.107, 'edge_length_avg': 98.59025950413223, 'street_length_total': 32005.97900000001, 'street_length_avg': 100.33222257053295, 'street_segments_count': 319, 'node_density_km': 25.838780434537295, 'intersection_density_km': 21.40293829985278, 'edge_density_km': 6614.628761065891, 'street_density_km': 3549.3367552506943, 'circuity_avg': 1.0794412317006064, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0794412317006064\n", - "5884\n", - "9012857.829508556\n", - "{'n': 302, 'm': 815, 'k_avg': 5.397350993377484, 'intersection_count': 262, 'streets_per_node_avg': 2.8609271523178808, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 226, 4: 34, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13245033112582782, 2: 0.0, 3: 0.7483443708609272, 4: 0.11258278145695365, 5: 0.006622516556291391}, 'edge_length_total': 115225.61599999997, 'edge_length_avg': 141.38112392638033, 'street_length_total': 57667.72499999996, 'street_length_avg': 141.34246323529402, 'street_segments_count': 408, 'node_density_km': 33.507684877846025, 'intersection_density_km': 29.069580920515424, 'edge_density_km': 12784.581558886397, 'street_density_km': 6398.3839633188145, 'circuity_avg': 1.0791114754308897, 'self_loop_proportion': 0.007361963190184049, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0791114754308897\n", - "5885\n", - "3005559.94428779\n", - "{'n': 138, 'm': 390, 'k_avg': 5.6521739130434785, 'intersection_count': 117, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 75, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15217391304347827, 2: 0.0, 3: 0.5434782608695652, 4: 0.30434782608695654}, 'edge_length_total': 54694.884000000005, 'edge_length_avg': 140.24329230769231, 'street_length_total': 27347.442000000014, 'street_length_avg': 140.24329230769237, 'street_segments_count': 195, 'node_density_km': 45.91490522831713, 'intersection_density_km': 38.927854432703654, 'edge_density_km': 18197.90156038985, 'street_density_km': 9098.95078019493, 'circuity_avg': 1.0289746739431556, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0289746739431556\n", - "5886\n", - "11021531.8843816\n", - "{'n': 402, 'm': 1126, 'k_avg': 5.601990049751244, 'intersection_count': 358, 'streets_per_node_avg': 2.927860696517413, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 300, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10945273631840796, 2: 0.0, 3: 0.746268656716418, 4: 0.1417910447761194, 5: 0.0024875621890547263}, 'edge_length_total': 169209.08200000026, 'edge_length_avg': 150.2744955595029, 'street_length_total': 84604.54100000001, 'street_length_avg': 150.2744955595027, 'street_segments_count': 563, 'node_density_km': 36.474058616993744, 'intersection_density_km': 32.48187309672577, 'edge_density_km': 15352.591978596294, 'street_density_km': 7676.295989298136, 'circuity_avg': 1.0474402076556588, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0474402076556588\n", - "5887\n", - "54112105.2779852\n", - "error with entry 5887\n", - "5888\n", - "8011225.63110958\n", - "{'n': 202, 'm': 542, 'k_avg': 5.366336633663367, 'intersection_count': 174, 'streets_per_node_avg': 2.8564356435643563, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 147, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13861386138613863, 2: 0.0, 3: 0.7277227722772277, 4: 0.13366336633663367}, 'edge_length_total': 93552.77799999992, 'edge_length_avg': 172.60660147601462, 'street_length_total': 46776.38900000002, 'street_length_avg': 172.60660147601482, 'street_segments_count': 271, 'node_density_km': 25.21461874891949, 'intersection_density_km': 21.71952308075243, 'edge_density_km': 11677.711040456934, 'street_density_km': 5838.855520228474, 'circuity_avg': 1.1189729081144693, 'self_loop_proportion': 0.01107011070110701, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1189729081144693\n", - "5889\n", - "20041710.086227547\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1588, 'm': 4288, 'k_avg': 5.400503778337532, 'intersection_count': 1271, 'streets_per_node_avg': 2.765743073047859, 'streets_per_node_counts': {0: 0, 1: 317, 2: 1, 3: 1011, 4: 256, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1996221662468514, 2: 0.0006297229219143577, 3: 0.6366498740554156, 4: 0.16120906801007556, 5: 0.0012594458438287153, 6: 0.0006297229219143577}, 'edge_length_total': 362587.11399999936, 'edge_length_avg': 84.55856203358194, 'street_length_total': 183456.66100000052, 'street_length_avg': 84.34789011494277, 'street_segments_count': 2175, 'node_density_km': 79.23475557563609, 'intersection_density_km': 63.41774202558782, 'edge_density_km': 18091.62553694285, 'street_density_km': 9153.74287975905, 'circuity_avg': 1.0485313743016726, 'self_loop_proportion': 0.0032649253731343282, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0485313743016726\n", - "5890\n", - "7012012.564454067\n", - "{'n': 478, 'm': 1210, 'k_avg': 5.062761506276151, 'intersection_count': 371, 'streets_per_node_avg': 2.6694560669456067, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 319, 4: 48, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22384937238493724, 2: 0.0, 3: 0.6673640167364017, 4: 0.100418410041841, 5: 0.008368200836820083}, 'edge_length_total': 131510.88799999995, 'edge_length_avg': 108.68668429752061, 'street_length_total': 65755.44400000005, 'street_length_avg': 108.68668429752074, 'street_segments_count': 605, 'node_density_km': 68.16873124602218, 'intersection_density_km': 52.90920354032264, 'edge_density_km': 18755.084476982676, 'street_density_km': 9377.542238491347, 'circuity_avg': 1.0631910299413274, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0631910299413274\n", - "5891\n", - "29035585.372772772\n", - "{'n': 2107, 'm': 5742, 'k_avg': 5.4504034171808255, 'intersection_count': 1659, 'streets_per_node_avg': 2.7778832463217844, 'streets_per_node_counts': {0: 0, 1: 448, 2: 0, 3: 1234, 4: 422, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21262458471760798, 2: 0.0, 3: 0.5856668248694826, 4: 0.20028476506881823, 5: 0.0014238253440911248}, 'edge_length_total': 577765.1559999973, 'edge_length_avg': 100.62089097875257, 'street_length_total': 290602.14099999925, 'street_length_avg': 100.27679123533446, 'street_segments_count': 2898, 'node_density_km': 72.56612783759388, 'intersection_density_km': 57.13678504156063, 'edge_density_km': 19898.519302516932, 'street_density_km': 10008.482256138788, 'circuity_avg': 1.0366451894600675, 'self_loop_proportion': 0.0010449320794148381, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0366451894600675\n", - "5892\n", - "7009449.580349598\n", - "{'n': 225, 'm': 612, 'k_avg': 5.44, 'intersection_count': 189, 'streets_per_node_avg': 2.92, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 136, 4: 52, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16, 2: 0.0, 3: 0.6044444444444445, 4: 0.2311111111111111, 5: 0.0044444444444444444}, 'edge_length_total': 105734.6289999999, 'edge_length_avg': 172.76900163398676, 'street_length_total': 53057.22999999995, 'street_length_avg': 172.8248534201953, 'street_segments_count': 307, 'node_density_km': 32.09952470886852, 'intersection_density_km': 26.96360075544956, 'edge_density_km': 15084.583716304634, 'street_density_km': 7569.386068307194, 'circuity_avg': 1.024936753031787, 'self_loop_proportion': 0.0032679738562091504, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024936753031787\n", - "5893\n", - "7008067.630445196\n", - "{'n': 125, 'm': 336, 'k_avg': 5.376, 'intersection_count': 105, 'streets_per_node_avg': 2.832, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 86, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16, 2: 0.0, 3: 0.688, 4: 0.152}, 'edge_length_total': 76066.65200000007, 'edge_length_avg': 226.38884523809546, 'street_length_total': 38033.32600000002, 'street_length_avg': 226.38884523809537, 'street_segments_count': 168, 'node_density_km': 17.836585859554443, 'intersection_density_km': 14.982732122025732, 'edge_density_km': 10854.1549555748, 'street_density_km': 5427.0774777873985, 'circuity_avg': 1.1047533244171894, 'self_loop_proportion': 0.005952380952380952, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1047533244171894\n", - "5894\n", - "8012849.409247695\n", - "{'n': 106, 'm': 240, 'k_avg': 4.528301886792453, 'intersection_count': 71, 'streets_per_node_avg': 2.3679245283018866, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 68, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.330188679245283, 2: 0.0, 3: 0.6415094339622641, 4: 0.02830188679245283}, 'edge_length_total': 57253.34200000001, 'edge_length_avg': 238.55559166666671, 'street_length_total': 28626.671, 'street_length_avg': 238.55559166666666, 'street_segments_count': 120, 'node_density_km': 13.228752293493066, 'intersection_density_km': 8.860768045641581, 'edge_density_km': 7145.191314081539, 'street_density_km': 3572.5956570407684, 'circuity_avg': 1.1860359410333932, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1860359410333932\n", - "5895\n", - "15024488.402405154\n", - "{'n': 1837, 'm': 5001, 'k_avg': 5.44474686989657, 'intersection_count': 1478, 'streets_per_node_avg': 2.763200870985302, 'streets_per_node_counts': {0: 0, 1: 359, 2: 0, 3: 1201, 4: 271, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1954273271638541, 2: 0.0, 3: 0.6537833424060969, 4: 0.14752313554708765, 5: 0.00326619488296135}, 'edge_length_total': 373823.62299999985, 'edge_length_avg': 74.74977464507096, 'street_length_total': 187448.24400000018, 'street_length_avg': 74.71034037465132, 'street_segments_count': 2509, 'node_density_km': 122.26705833830114, 'intersection_density_km': 98.37273392705993, 'edge_density_km': 24880.9552104388, 'street_density_km': 12476.181483157392, 'circuity_avg': 1.0992466159553045, 'self_loop_proportion': 0.00599880023995201, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0992466159553045\n", - "5896\n", - "258315608.31348014\n", - "{'n': 8653, 'm': 22521, 'k_avg': 5.20536230209176, 'intersection_count': 6785, 'streets_per_node_avg': 2.731191494279441, 'streets_per_node_counts': {0: 0, 1: 1868, 2: 7, 3: 5389, 4: 1366, 5: 20, 6: 2, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2158788859355137, 2: 0.0008089679879810471, 3: 0.6227897838899804, 4: 0.15786432451173005, 5: 0.0023113371085172773, 6: 0.00023113371085172773, 7: 0.0, 8: 0.00011556685542586386}, 'edge_length_total': 2746901.164, 'edge_length_avg': 121.9706568980063, 'street_length_total': 1415915.7280000022, 'street_length_avg': 120.44196393331084, 'street_segments_count': 11756, 'node_density_km': 33.49778225363413, 'intersection_density_km': 26.26631833940917, 'edge_density_km': 10633.895419383582, 'street_density_km': 5481.340199473007, 'circuity_avg': 1.0912817963904142, 'self_loop_proportion': 0.0032858221215754184, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0912817963904142\n", - "5897\n", - "15007928.048823893\n", - "{'n': 972, 'm': 2795, 'k_avg': 5.751028806584362, 'intersection_count': 849, 'streets_per_node_avg': 2.954732510288066, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 649, 4: 198, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12654320987654322, 2: 0.0, 3: 0.6676954732510288, 4: 0.2037037037037037, 5: 0.00205761316872428}, 'edge_length_total': 267498.7500000011, 'edge_length_avg': 95.7061717352419, 'street_length_total': 134490.0870000002, 'street_length_avg': 95.7906602564104, 'street_segments_count': 1404, 'node_density_km': 64.76576892145825, 'intersection_density_km': 56.57010063201446, 'edge_density_km': 17823.829453990744, 'street_density_km': 8961.269441223076, 'circuity_avg': 1.0646043463890003, 'self_loop_proportion': 0.004293381037567084, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0646043463890003\n", - "5898\n", - "6004126.729013016\n", - "{'n': 208, 'm': 562, 'k_avg': 5.403846153846154, 'intersection_count': 173, 'streets_per_node_avg': 2.8076923076923075, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 144, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16826923076923078, 2: 0.0, 3: 0.6923076923076923, 4: 0.1346153846153846, 5: 0.004807692307692308}, 'edge_length_total': 83078.60399999998, 'edge_length_avg': 147.82669750889676, 'street_length_total': 41539.302000000025, 'street_length_avg': 147.8266975088969, 'street_segments_count': 281, 'node_density_km': 34.642839731364546, 'intersection_density_km': 28.81351573810609, 'edge_density_km': 13836.91713210337, 'street_density_km': 6918.458566051691, 'circuity_avg': 1.0647908914008555, 'self_loop_proportion': 0.014234875444839857, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0647908914008555\n", - "5899\n", - "12011766.091367131\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 535, 'm': 1499, 'k_avg': 5.603738317757009, 'intersection_count': 466, 'streets_per_node_avg': 2.9420560747663553, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 361, 4: 103, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12897196261682242, 2: 0.0, 3: 0.6747663551401869, 4: 0.1925233644859813, 5: 0.003738317757009346}, 'edge_length_total': 206381.7180000001, 'edge_length_avg': 137.67959839893268, 'street_length_total': 104133.27900000005, 'street_length_avg': 137.7424325396826, 'street_segments_count': 756, 'node_density_km': 44.539661855762, 'intersection_density_km': 38.79529425193475, 'edge_density_km': 17181.62978117988, 'street_density_km': 8669.27296185369, 'circuity_avg': 1.0253321674984177, 'self_loop_proportion': 0.00133422281521014, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0253321674984177\n", - "5900\n", - "14018009.30693698\n", - "{'n': 1077, 'm': 2930, 'k_avg': 5.441039925719592, 'intersection_count': 876, 'streets_per_node_avg': 2.798514391829155, 'streets_per_node_counts': {0: 0, 1: 201, 2: 0, 3: 700, 4: 168, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18662952646239556, 2: 0.0, 3: 0.6499535747446611, 4: 0.15598885793871867, 5: 0.0064995357474466105, 6: 0.0009285051067780873}, 'edge_length_total': 310008.8050000004, 'edge_length_avg': 105.80505290102403, 'street_length_total': 155220.33699999988, 'street_length_avg': 105.7359243869209, 'street_segments_count': 1468, 'node_density_km': 76.82973926026955, 'intersection_density_km': 62.49104140389612, 'edge_density_km': 22115.03774980295, 'street_density_km': 11072.922952275916, 'circuity_avg': 1.0565927252005847, 'self_loop_proportion': 0.0006825938566552901, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0565927252005847\n", - "5901\n", - "13011600.806505632\n", - "{'n': 581, 'm': 1705, 'k_avg': 5.869191049913941, 'intersection_count': 496, 'streets_per_node_avg': 3.008605851979346, 'streets_per_node_counts': {0: 0, 1: 85, 2: 1, 3: 319, 4: 176}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14629948364888123, 2: 0.0017211703958691911, 3: 0.5490533562822719, 4: 0.3029259896729776}, 'edge_length_total': 198398.70499999958, 'edge_length_avg': 116.36287683284432, 'street_length_total': 99529.6280000001, 'street_length_avg': 116.13725554259055, 'street_segments_count': 857, 'node_density_km': 44.65246118752026, 'intersection_density_km': 38.11982917213433, 'edge_density_km': 15247.832142283585, 'street_density_km': 7649.299227673552, 'circuity_avg': 1.0302379029707744, 'self_loop_proportion': 0.0011730205278592375, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0302379029707744\n", - "5902\n", - "10008656.924442511\n", - "{'n': 343, 'm': 962, 'k_avg': 5.60932944606414, 'intersection_count': 295, 'streets_per_node_avg': 2.9154518950437316, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 230, 4: 63, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13994169096209913, 2: 0.0, 3: 0.6705539358600583, 4: 0.1836734693877551, 5: 0.0058309037900874635}, 'edge_length_total': 144872.32200000016, 'edge_length_avg': 150.59492931392947, 'street_length_total': 72436.16099999989, 'street_length_avg': 150.5949293139291, 'street_segments_count': 481, 'node_density_km': 34.27033243215151, 'intersection_density_km': 29.474484161762966, 'edge_density_km': 14474.70156022654, 'street_density_km': 7237.350780113251, 'circuity_avg': 1.0360547353825562, 'self_loop_proportion': 0.006237006237006237, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0360547353825562\n", - "5903\n", - "6009471.7874937765\n", - "{'n': 312, 'm': 804, 'k_avg': 5.153846153846154, 'intersection_count': 251, 'streets_per_node_avg': 2.6698717948717947, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 232, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1955128205128205, 2: 0.0, 3: 0.7435897435897436, 4: 0.060897435897435896}, 'edge_length_total': 94751.69600000019, 'edge_length_avg': 117.85036815920421, 'street_length_total': 47375.848000000035, 'street_length_avg': 117.85036815920407, 'street_segments_count': 402, 'node_density_km': 51.91804055878898, 'intersection_density_km': 41.767398013641134, 'edge_density_km': 15767.058961352735, 'street_density_km': 7883.529480676358, 'circuity_avg': 1.0410626590499337, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0410626590499337\n", - "5904\n", - "7007563.111982601\n", - "{'n': 240, 'm': 608, 'k_avg': 5.066666666666666, 'intersection_count': 192, 'streets_per_node_avg': 2.7083333333333335, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 167, 4: 24, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.6958333333333333, 4: 0.1, 5: 0.004166666666666667}, 'edge_length_total': 93092.5939999999, 'edge_length_avg': 153.11281907894718, 'street_length_total': 46546.29700000001, 'street_length_avg': 153.1128190789474, 'street_segments_count': 304, 'node_density_km': 34.24871045251257, 'intersection_density_km': 27.398968362010052, 'edge_density_km': 13284.588738247105, 'street_density_km': 6642.294369123561, 'circuity_avg': 1.0468676771998071, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0468676771998071\n", - "5905\n", - "6005034.1949280985\n", - "{'n': 475, 'm': 1258, 'k_avg': 5.296842105263158, 'intersection_count': 376, 'streets_per_node_avg': 2.7326315789473683, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 310, 4: 61, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20842105263157895, 2: 0.0, 3: 0.6526315789473685, 4: 0.12842105263157894, 5: 0.010526315789473684}, 'edge_length_total': 127259.19999999995, 'edge_length_avg': 101.1599364069952, 'street_length_total': 63629.60000000001, 'street_length_avg': 101.15993640699526, 'street_segments_count': 629, 'node_density_km': 79.10029894603913, 'intersection_density_km': 62.614131376233075, 'edge_density_km': 21192.085818176376, 'street_density_km': 10596.042909088193, 'circuity_avg': 1.0478117949309587, 'self_loop_proportion': 0.003179650238473768, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0478117949309587\n", - "5906\n", - "13013543.81267748\n", - "{'n': 881, 'm': 2506, 'k_avg': 5.688989784335982, 'intersection_count': 740, 'streets_per_node_avg': 2.877412031782066, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 567, 4: 172, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16004540295119182, 2: 0.0, 3: 0.6435868331441543, 4: 0.1952326901248581, 5: 0.0011350737797956867}, 'edge_length_total': 263665.4899999997, 'edge_length_avg': 105.21368316041489, 'street_length_total': 132040.43299999987, 'street_length_avg': 105.29540111642733, 'street_segments_count': 1254, 'node_density_km': 67.69870011439552, 'intersection_density_km': 56.86383437531519, 'edge_density_km': 20260.852370062577, 'street_density_km': 10146.385558049858, 'circuity_avg': 1.0507755390367002, 'self_loop_proportion': 0.0023942537909018356, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0507755390367002\n", - "5907\n", - "10012267.917211918\n", - "{'n': 238, 'm': 691, 'k_avg': 5.80672268907563, 'intersection_count': 216, 'streets_per_node_avg': 3.046218487394958, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 162, 4: 53, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09243697478991597, 2: 0.0, 3: 0.680672268907563, 4: 0.22268907563025211, 5: 0.004201680672268907}, 'edge_length_total': 129062.5430000001, 'edge_length_avg': 186.7764732272071, 'street_length_total': 64595.789000000055, 'street_length_avg': 186.69303179190769, 'street_segments_count': 346, 'node_density_km': 23.770838132573168, 'intersection_density_km': 21.573533767377327, 'edge_density_km': 12890.440414417088, 'street_density_km': 6451.664051953158, 'circuity_avg': 1.0357519697897795, 'self_loop_proportion': 0.002894356005788712, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0357519697897795\n", - "5908\n", - "7010341.412565482\n", - "{'n': 208, 'm': 545, 'k_avg': 5.240384615384615, 'intersection_count': 166, 'streets_per_node_avg': 2.769230769230769, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 132, 4: 32, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20192307692307693, 2: 0.0, 3: 0.6346153846153846, 4: 0.15384615384615385, 5: 0.009615384615384616}, 'edge_length_total': 85340.70300000001, 'edge_length_avg': 156.58844587155966, 'street_length_total': 42762.16899999999, 'street_length_avg': 155.49879636363633, 'street_segments_count': 275, 'node_density_km': 29.6704522303545, 'intersection_density_km': 23.67930322230215, 'edge_density_km': 12173.544479165246, 'street_density_km': 6099.86967586945, 'circuity_avg': 1.029665941413319, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029665941413319\n", - "5909\n", - "10007324.730432577\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 388, 'm': 1009, 'k_avg': 5.201030927835052, 'intersection_count': 306, 'streets_per_node_avg': 2.693298969072165, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 261, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.211340206185567, 2: 0.0, 3: 0.6726804123711341, 4: 0.11597938144329897}, 'edge_length_total': 131657.38899999985, 'edge_length_avg': 130.4830416253715, 'street_length_total': 66584.97600000001, 'street_length_avg': 131.07278740157483, 'street_segments_count': 508, 'node_density_km': 38.77160084753523, 'intersection_density_km': 30.57760273027263, 'edge_density_km': 13156.102409630592, 'street_density_km': 6653.6239997801895, 'circuity_avg': 1.074639481909756, 'self_loop_proportion': 0.005946481665014866, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.074639481909756\n", - "5910\n", - "52036724.70380292\n", - "{'n': 4099, 'm': 11198, 'k_avg': 5.463771651622347, 'intersection_count': 3357, 'streets_per_node_avg': 2.801414979263235, 'streets_per_node_counts': {0: 0, 1: 742, 2: 1, 3: 2695, 4: 652, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1810197609172969, 2: 0.00024396194193705782, 3: 0.6574774335203708, 4: 0.1590631861429617, 5: 0.0019516955354964625, 6: 0.00024396194193705782}, 'edge_length_total': 1135048.161000004, 'edge_length_avg': 101.36168610466191, 'street_length_total': 575065.1710000009, 'street_length_avg': 101.06593514938504, 'street_segments_count': 5690, 'node_density_km': 78.77129130113063, 'intersection_density_km': 64.51213098265322, 'edge_density_km': 21812.444335433993, 'street_density_km': 11051.140790918655, 'circuity_avg': 1.0798340504792618, 'self_loop_proportion': 0.0030362564743704233, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0798340504792618\n", - "5911\n", - "6005510.173118995\n", - "{'n': 285, 'm': 758, 'k_avg': 5.319298245614035, 'intersection_count': 237, 'streets_per_node_avg': 2.7824561403508774, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 203, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16842105263157894, 2: 0.0, 3: 0.712280701754386, 4: 0.11929824561403508}, 'edge_length_total': 97608.7679999998, 'edge_length_avg': 128.77146174142456, 'street_length_total': 48804.38399999998, 'street_length_avg': 128.77146174142473, 'street_segments_count': 379, 'node_density_km': 47.45641782036707, 'intersection_density_km': 39.463757976936826, 'edge_density_km': 16253.201674172864, 'street_density_km': 8126.600837086444, 'circuity_avg': 1.0302955703342394, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0302955703342394\n", - "5912\n", - "9006130.715695243\n", - "{'n': 131, 'm': 348, 'k_avg': 5.312977099236641, 'intersection_count': 111, 'streets_per_node_avg': 2.83206106870229, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 93, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15267175572519084, 2: 0.0, 3: 0.7099236641221374, 4: 0.13740458015267176}, 'edge_length_total': 77062.19599999998, 'edge_length_avg': 221.44309195402295, 'street_length_total': 38531.098000000005, 'street_length_avg': 221.44309195402303, 'street_segments_count': 174, 'node_density_km': 14.545647196936917, 'intersection_density_km': 12.324937701221357, 'edge_density_km': 8556.63752089468, 'street_density_km': 4278.318760447341, 'circuity_avg': 1.0794435137667866, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0794435137667866\n", - "5913\n", - "6021660.407314476\n", - "{'n': 402, 'm': 1014, 'k_avg': 5.044776119402985, 'intersection_count': 308, 'streets_per_node_avg': 2.599502487562189, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 281, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23383084577114427, 2: 0.0, 3: 0.6990049751243781, 4: 0.06716417910447761}, 'edge_length_total': 89995.31399999995, 'edge_length_avg': 88.75277514792894, 'street_length_total': 44997.65699999998, 'street_length_avg': 88.75277514792894, 'street_segments_count': 507, 'node_density_km': 66.75899549428144, 'intersection_density_km': 51.148683115021605, 'edge_density_km': 14945.265576697613, 'street_density_km': 7472.632788348807, 'circuity_avg': 1.1037618096098631, 'self_loop_proportion': 0.0019723865877712033, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1037618096098631\n", - "5914\n", - "5017093.419629758\n", - "{'n': 107, 'm': 276, 'k_avg': 5.158878504672897, 'intersection_count': 86, 'streets_per_node_avg': 2.7009345794392523, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 76, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19626168224299065, 2: 0.0, 3: 0.7102803738317757, 4: 0.09345794392523364}, 'edge_length_total': 43290.110000000015, 'edge_length_avg': 156.84822463768123, 'street_length_total': 21645.054999999986, 'street_length_avg': 156.84822463768106, 'street_segments_count': 138, 'node_density_km': 21.327089422204974, 'intersection_density_km': 17.141398974856333, 'edge_density_km': 8628.523804365328, 'street_density_km': 4314.2619021826595, 'circuity_avg': 1.153978142846284, 'self_loop_proportion': 0.007246376811594203, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.153978142846284\n", - "5915\n", - "11036394.025073525\n", - "{'n': 812, 'm': 2245, 'k_avg': 5.529556650246305, 'intersection_count': 670, 'streets_per_node_avg': 2.8386699507389164, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 517, 4: 153}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1748768472906404, 2: 0.0, 3: 0.6366995073891626, 4: 0.18842364532019704}, 'edge_length_total': 198388.66100000046, 'edge_length_avg': 88.3691140311806, 'street_length_total': 99730.72099999993, 'street_length_avg': 88.25727522123888, 'street_segments_count': 1130, 'node_density_km': 73.57475622519652, 'intersection_density_km': 60.708234816356736, 'edge_density_km': 17975.85883118003, 'street_density_km': 9036.531386376948, 'circuity_avg': 1.0688455315068184, 'self_loop_proportion': 0.0066815144766146995, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0688455315068184\n", - "5916\n", - "18065074.565997552\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 3, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 3530.726, 'edge_length_avg': 441.34075, 'street_length_total': 1765.3629999999998, 'street_length_avg': 441.34074999999996, 'street_segments_count': 4, 'node_density_km': 0.276777158141993, 'intersection_density_km': 0.1660662948851958, 'edge_density_km': 195.44486169160928, 'street_density_km': 97.72243084580462, 'circuity_avg': 1.0078042964995373, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0078042964995373\n", - "5917\n", - "19059485.09360489\n", - "{'n': 1449, 'm': 3689, 'k_avg': 5.091787439613527, 'intersection_count': 1085, 'streets_per_node_avg': 2.5617667356797793, 'streets_per_node_counts': {0: 0, 1: 364, 2: 0, 3: 993, 4: 91, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25120772946859904, 2: 0.0, 3: 0.6853002070393375, 4: 0.06280193236714976, 5: 0.0006901311249137336}, 'edge_length_total': 280384.99100000045, 'edge_length_avg': 76.00569015993506, 'street_length_total': 140246.8880000001, 'street_length_avg': 76.01457344173447, 'street_segments_count': 1845, 'node_density_km': 76.02513881585338, 'intersection_density_km': 56.9270363113878, 'edge_density_km': 14711.047524262827, 'street_density_km': 7358.377590539303, 'circuity_avg': 1.1061126409792064, 'self_loop_proportion': 0.005963675792897805, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1061126409792064\n", - "5918\n", - "17058964.752279308\n", - "{'n': 1299, 'm': 3654, 'k_avg': 5.625866050808314, 'intersection_count': 1121, 'streets_per_node_avg': 2.92378752886836, 'streets_per_node_counts': {0: 0, 1: 178, 2: 0, 3: 876, 4: 234, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13702848344880678, 2: 0.0, 3: 0.674364896073903, 4: 0.18013856812933027, 5: 0.007698229407236336, 6: 0.0007698229407236335}, 'edge_length_total': 270527.93599999935, 'edge_length_avg': 74.03610727969331, 'street_length_total': 138841.3199999999, 'street_length_avg': 73.69496815286618, 'street_segments_count': 1884, 'node_density_km': 76.14764546755019, 'intersection_density_km': 65.71324909093438, 'edge_density_km': 15858.402894223294, 'street_density_km': 8138.906552430083, 'circuity_avg': 1.1094289711811982, 'self_loop_proportion': 0.005473453749315818, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1094289711811982\n", - "5919\n", - "13042964.31098339\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 900, 'm': 2443, 'k_avg': 5.428888888888889, 'intersection_count': 733, 'streets_per_node_avg': 2.7511111111111113, 'streets_per_node_counts': {0: 0, 1: 167, 2: 1, 3: 621, 4: 111}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18555555555555556, 2: 0.0011111111111111111, 3: 0.69, 4: 0.12333333333333334}, 'edge_length_total': 199682.3350000001, 'edge_length_avg': 81.73652681129762, 'street_length_total': 100132.36799999997, 'street_length_avg': 81.47466883645238, 'street_segments_count': 1229, 'node_density_km': 69.00271890203028, 'intersection_density_km': 56.19888106132022, 'edge_density_km': 15309.58225745117, 'street_density_km': 7677.117380109612, 'circuity_avg': 1.0643858121999286, 'self_loop_proportion': 0.001637331150225133, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0643858121999286\n", - "5920\n", - "4017076.4123192835\n", - "{'n': 151, 'm': 416, 'k_avg': 5.509933774834437, 'intersection_count': 128, 'streets_per_node_avg': 2.80794701986755, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 111, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.152317880794702, 2: 0.0, 3: 0.7350993377483444, 4: 0.11258278145695365}, 'edge_length_total': 48784.31400000001, 'edge_length_avg': 117.2699855769231, 'street_length_total': 24392.15699999999, 'street_length_avg': 117.26998557692302, 'street_segments_count': 208, 'node_density_km': 37.589526436919144, 'intersection_density_km': 31.863969429971196, 'edge_density_km': 12144.233515297783, 'street_density_km': 6072.116757648887, 'circuity_avg': 1.2758009373543369, 'self_loop_proportion': 0.028846153846153848, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2758009373543369\n", - "5921\n", - "27120530.064158794\n", - "{'n': 470, 'm': 1240, 'k_avg': 5.276595744680851, 'intersection_count': 382, 'streets_per_node_avg': 2.7212765957446807, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 338, 4: 43, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18723404255319148, 2: 0.0, 3: 0.7191489361702128, 4: 0.09148936170212765, 5: 0.002127659574468085}, 'edge_length_total': 129632.22700000007, 'edge_length_avg': 104.54211854838715, 'street_length_total': 65170.21400000001, 'street_length_avg': 104.60708507223116, 'street_segments_count': 623, 'node_density_km': 17.330044762699153, 'intersection_density_km': 14.085270424151226, 'edge_density_km': 4779.855950209317, 'street_density_km': 2402.984523009964, 'circuity_avg': 1.1023918822091525, 'self_loop_proportion': 0.004838709677419355, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1023918822091525\n", - "5922\n", - "10041922.391862966\n", - "{'n': 167, 'm': 439, 'k_avg': 5.25748502994012, 'intersection_count': 136, 'streets_per_node_avg': 2.7604790419161676, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 116, 4: 18, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18562874251497005, 2: 0.0, 3: 0.6946107784431138, 4: 0.10778443113772455, 5: 0.011976047904191617}, 'edge_length_total': 57323.609000000004, 'edge_length_avg': 130.57769703872438, 'street_length_total': 28847.719999999983, 'street_length_avg': 127.08246696035235, 'street_segments_count': 227, 'node_density_km': 16.630281880620903, 'intersection_density_km': 13.543223567451752, 'edge_density_km': 5708.429796913158, 'street_density_km': 2872.728833612125, 'circuity_avg': 1.121394268696854, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.121394268696854\n", - "5923\n", - "17066432.873034745\n", - "{'n': 1555, 'm': 4007, 'k_avg': 5.153697749196142, 'intersection_count': 1233, 'streets_per_node_avg': 2.6778135048231513, 'streets_per_node_counts': {0: 0, 1: 322, 2: 0, 3: 1096, 4: 131, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20707395498392284, 2: 0.0, 3: 0.704823151125402, 4: 0.0842443729903537, 5: 0.0038585209003215433}, 'edge_length_total': 329109.19599999924, 'edge_length_avg': 82.13356526079342, 'street_length_total': 166997.58300000013, 'street_length_avg': 81.10615978630409, 'street_segments_count': 2059, 'node_density_km': 91.11452941387222, 'intersection_density_km': 72.24708345164272, 'edge_density_km': 19284.00612174776, 'street_density_km': 9785.148674147316, 'circuity_avg': 1.1175664152709295, 'self_loop_proportion': 0.011479910157224856, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1175664152709295\n", - "5924\n", - "36142479.650480956\n", - "{'n': 2267, 'm': 6409, 'k_avg': 5.654168504631672, 'intersection_count': 1945, 'streets_per_node_avg': 2.9514777238641376, 'streets_per_node_counts': {0: 0, 1: 322, 2: 3, 3: 1421, 4: 505, 5: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14203793559770622, 2: 0.0013233348037053375, 3: 0.6268195853550949, 4: 0.2227613586237318, 5: 0.0070577856197618}, 'edge_length_total': 526384.3589999983, 'edge_length_avg': 82.13205788734565, 'street_length_total': 271863.3640000001, 'street_length_avg': 81.68971274038465, 'street_segments_count': 3328, 'node_density_km': 62.723975275720534, 'intersection_density_km': 53.814791315075624, 'edge_density_km': 14564.146237071855, 'street_density_km': 7521.989819986863, 'circuity_avg': 1.1022366976564226, 'self_loop_proportion': 0.0028085504758932752, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1022366976564226\n", - "5925\n", - "30126584.903088365\n", - "{'n': 1272, 'm': 3167, 'k_avg': 4.979559748427673, 'intersection_count': 903, 'streets_per_node_avg': 2.507861635220126, 'streets_per_node_counts': {0: 0, 1: 369, 2: 0, 3: 792, 4: 110, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29009433962264153, 2: 0.0, 3: 0.6226415094339622, 4: 0.08647798742138364, 5: 0.0007861635220125787}, 'edge_length_total': 282198.34600000054, 'edge_length_avg': 89.10588759078009, 'street_length_total': 141209.32399999988, 'street_length_avg': 89.09105615141948, 'street_segments_count': 1585, 'node_density_km': 42.22184506115738, 'intersection_density_km': 29.97352680049144, 'edge_density_km': 9367.087139407944, 'street_density_km': 4687.199842074503, 'circuity_avg': 1.1208555974897705, 'self_loop_proportion': 0.007578149668455952, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1208555974897705\n", - "5926\n", - "9038890.90665808\n", - "{'n': 599, 'm': 1674, 'k_avg': 5.589315525876461, 'intersection_count': 509, 'streets_per_node_avg': 2.8464106844741237, 'streets_per_node_counts': {0: 0, 1: 90, 2: 4, 3: 419, 4: 81, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15025041736227046, 2: 0.00667779632721202, 3: 0.6994991652754591, 4: 0.1352253756260434, 5: 0.00667779632721202, 6: 0.001669449081803005}, 'edge_length_total': 121258.55800000018, 'edge_length_avg': 72.4364145758663, 'street_length_total': 60946.123, 'street_length_avg': 72.2110462085308, 'street_segments_count': 844, 'node_density_km': 66.2691923362826, 'intersection_density_km': 56.31221852949556, 'edge_density_km': 13415.203176164092, 'street_density_km': 6742.655003735787, 'circuity_avg': 1.15081993805717, 'self_loop_proportion': 0.0035842293906810036, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.15081993805717\n", - "5927\n", - "8033869.683636695\n", - "{'n': 255, 'm': 646, 'k_avg': 5.066666666666666, 'intersection_count': 185, 'streets_per_node_avg': 2.592156862745098, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 150, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27450980392156865, 2: 0.0, 3: 0.5882352941176471, 4: 0.13333333333333333, 5: 0.00392156862745098}, 'edge_length_total': 66143.37799999998, 'edge_length_avg': 102.38913003095972, 'street_length_total': 33247.37899999999, 'street_length_avg': 101.67394189602444, 'street_segments_count': 327, 'node_density_km': 31.740619407778226, 'intersection_density_km': 23.02750819779989, 'edge_density_km': 8233.065833109062, 'street_density_km': 4138.401580961404, 'circuity_avg': 1.124754159173186, 'self_loop_proportion': 0.0030959752321981426, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.124754159173186\n", - "5928\n", - "8034389.141228553\n", - "{'n': 208, 'm': 543, 'k_avg': 5.221153846153846, 'intersection_count': 162, 'streets_per_node_avg': 2.6346153846153846, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 146, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22115384615384615, 2: 0.0, 3: 0.7019230769230769, 4: 0.07692307692307693}, 'edge_length_total': 56689.49300000001, 'edge_length_avg': 104.40053959484348, 'street_length_total': 28415.58299999998, 'street_length_avg': 104.46905514705875, 'street_segments_count': 272, 'node_density_km': 25.888713671167082, 'intersection_density_km': 20.163325070812824, 'edge_density_km': 7055.856021349186, 'street_density_km': 3536.7446734917426, 'circuity_avg': 1.1617977445162841, 'self_loop_proportion': 0.01289134438305709, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1617977445162841\n", - "5929\n", - "19081431.749670245\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 903, 'm': 2350, 'k_avg': 5.2048726467331115, 'intersection_count': 721, 'streets_per_node_avg': 2.698781838316722, 'streets_per_node_counts': {0: 0, 1: 182, 2: 5, 3: 623, 4: 90, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20155038759689922, 2: 0.005537098560354375, 3: 0.689922480620155, 4: 0.09966777408637874, 5: 0.0022148394241417496, 6: 0.0011074197120708748}, 'edge_length_total': 221550.53500000018, 'edge_length_avg': 94.2768234042554, 'street_length_total': 111534.18599999974, 'street_length_avg': 94.12167594936687, 'street_segments_count': 1185, 'node_density_km': 47.323492903807136, 'intersection_density_km': 37.7854245666057, 'edge_density_km': 11610.791994360114, 'street_density_km': 5845.168615396337, 'circuity_avg': 1.127231493085202, 'self_loop_proportion': 0.010212765957446808, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.127231493085202\n", - "5930\n", - "32125820.973841332\n", - "{'n': 2896, 'm': 8079, 'k_avg': 5.579419889502763, 'intersection_count': 2457, 'streets_per_node_avg': 2.867403314917127, 'streets_per_node_counts': {0: 0, 1: 439, 2: 5, 3: 1972, 4: 462, 5: 17, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15158839779005526, 2: 0.0017265193370165745, 3: 0.680939226519337, 4: 0.1595303867403315, 5: 0.005870165745856353, 6: 0.0003453038674033149}, 'edge_length_total': 565396.3499999994, 'edge_length_avg': 69.98345711102851, 'street_length_total': 285956.1939999998, 'street_length_avg': 69.50806854642678, 'street_segments_count': 4114, 'node_density_km': 90.14555619786613, 'intersection_density_km': 76.48053576593823, 'edge_density_km': 17599.43661705571, 'street_density_km': 8901.132650675032, 'circuity_avg': 1.1121994479075676, 'self_loop_proportion': 0.0060651070677064, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1121994479075676\n", - "5931\n", - "22090961.935305376\n", - "{'n': 870, 'm': 2279, 'k_avg': 5.239080459770115, 'intersection_count': 719, 'streets_per_node_avg': 2.7655172413793103, 'streets_per_node_counts': {0: 0, 1: 151, 2: 0, 3: 626, 4: 89, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1735632183908046, 2: 0.0, 3: 0.7195402298850575, 4: 0.10229885057471265, 5: 0.0034482758620689655, 6: 0.0011494252873563218}, 'edge_length_total': 255562.07799999902, 'edge_length_avg': 112.13781395348794, 'street_length_total': 130240.47100000008, 'street_length_avg': 110.46689652247674, 'street_segments_count': 1179, 'node_density_km': 39.38262184090688, 'intersection_density_km': 32.54724724553109, 'edge_density_km': 11568.62606293139, 'street_density_km': 5895.645077901841, 'circuity_avg': 1.1418822045361567, 'self_loop_proportion': 0.004387889425186486, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1418822045361567\n", - "5932\n", - "86358730.12760295\n", - "{'n': 11651, 'm': 31390, 'k_avg': 5.388378679941636, 'intersection_count': 9226, 'streets_per_node_avg': 2.746459531370698, 'streets_per_node_counts': {0: 0, 1: 2425, 2: 20, 3: 7368, 4: 1772, 5: 60, 6: 3, 7: 0, 8: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20813664063170542, 2: 0.0017165908505707664, 3: 0.6323920693502704, 4: 0.1520899493605699, 5: 0.0051497725517122995, 6: 0.000257488627585615, 7: 0.0, 8: 0.000257488627585615}, 'edge_length_total': 2036771.7429999835, 'edge_length_avg': 64.88600646702719, 'street_length_total': 1036010.9429999952, 'street_length_avg': 64.88450823573591, 'street_segments_count': 15967, 'node_density_km': 134.91398012435545, 'intersection_density_km': 106.83343752701943, 'edge_density_km': 23585.01265581912, 'street_density_km': 11996.597697409328, 'circuity_avg': 1.1253227519655764, 'self_loop_proportion': 0.0063714558776680474, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1253227519655764\n", - "5933\n", - "15040804.997168645\n", - "{'n': 1009, 'm': 2902, 'k_avg': 5.752229930624381, 'intersection_count': 865, 'streets_per_node_avg': 2.941526263627354, 'streets_per_node_counts': {0: 0, 1: 144, 2: 0, 3: 657, 4: 190, 5: 15, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14271555996035679, 2: 0.0, 3: 0.6511397423191279, 4: 0.18830525272547077, 5: 0.014866204162537165, 6: 0.002973240832507433}, 'edge_length_total': 270324.5880000006, 'edge_length_avg': 93.15113301171625, 'street_length_total': 136805.54000000012, 'street_length_avg': 93.00172671651946, 'street_segments_count': 1471, 'node_density_km': 67.08417536095568, 'intersection_density_km': 57.510219709838125, 'edge_density_km': 17972.74733971272, 'street_density_km': 9095.626199911047, 'circuity_avg': 1.077231102672284, 'self_loop_proportion': 0.0034458993797381117, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077231102672284\n", - "5934\n", - "35102879.87126255\n", - "{'n': 15369, 'm': 41309, 'k_avg': 5.375626260654564, 'intersection_count': 11836, 'streets_per_node_avg': 2.738044114776498, 'streets_per_node_counts': {0: 0, 1: 3533, 2: 4, 3: 8932, 4: 2771, 5: 116, 6: 12, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22987832650139892, 2: 0.0002602641681306526, 3: 0.5811698874357473, 4: 0.1802980024725096, 5: 0.007547660875788926, 6: 0.0007807925043919579, 7: 0.0, 8: 6.506604203266315e-05}, 'edge_length_total': 1277785.0700000038, 'edge_length_avg': 30.932365102035966, 'street_length_total': 651932.2349999986, 'street_length_avg': 31.081393802145342, 'street_segments_count': 20975, 'node_density_km': 437.8273251757341, 'intersection_density_km': 337.18031236775255, 'edge_density_km': 36401.14642121087, 'street_density_km': 18572.04415680184, 'circuity_avg': 1.0668414624404976, 'self_loop_proportion': 0.00164613038320947, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0668414624404976\n", - "5935\n", - "10029684.473393386\n", - "{'n': 1056, 'm': 2996, 'k_avg': 5.674242424242424, 'intersection_count': 901, 'streets_per_node_avg': 2.9119318181818183, 'streets_per_node_counts': {0: 0, 1: 155, 2: 0, 3: 695, 4: 196, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14678030303030304, 2: 0.0, 3: 0.6581439393939394, 4: 0.1856060606060606, 5: 0.008522727272727272, 6: 0.000946969696969697}, 'edge_length_total': 223075.11600000027, 'edge_length_avg': 74.45764886515363, 'street_length_total': 112095.44800000005, 'street_length_avg': 74.13720105820109, 'street_segments_count': 1512, 'node_density_km': 105.28745972032748, 'intersection_density_km': 89.83333447728698, 'edge_density_km': 22241.488911417997, 'street_density_km': 11176.368339140216, 'circuity_avg': 1.0545700994986076, 'self_loop_proportion': 0.0020026702269692926, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0545700994986076\n", - "5936\n", - "11033556.596547276\n", - "{'n': 950, 'm': 2446, 'k_avg': 5.149473684210526, 'intersection_count': 706, 'streets_per_node_avg': 2.6389473684210527, 'streets_per_node_counts': {0: 0, 1: 244, 2: 0, 3: 562, 4: 143, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25684210526315787, 2: 0.0, 3: 0.5915789473684211, 4: 0.15052631578947367, 5: 0.0010526315789473684}, 'edge_length_total': 281104.2919999991, 'edge_length_avg': 114.92407686017951, 'street_length_total': 140552.14600000018, 'street_length_avg': 114.92407686018004, 'street_segments_count': 1223, 'node_density_km': 86.10097675098552, 'intersection_density_km': 63.98662061704819, 'edge_density_km': 25477.214852730704, 'street_density_km': 12738.607426365408, 'circuity_avg': 1.0395149941041715, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0395149941041715\n", - "5937\n", - "3008781.69710017\n", - "{'n': 167, 'm': 440, 'k_avg': 5.269461077844311, 'intersection_count': 134, 'streets_per_node_avg': 2.7245508982035926, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 116, 4: 16, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19760479041916168, 2: 0.0, 3: 0.6946107784431138, 4: 0.09580838323353294, 5: 0.011976047904191617}, 'edge_length_total': 46537.284000000014, 'edge_length_avg': 105.76655454545458, 'street_length_total': 23268.642000000007, 'street_length_avg': 105.76655454545458, 'street_segments_count': 220, 'node_density_km': 55.50419299643863, 'intersection_density_km': 44.536298571992674, 'edge_density_km': 15467.152051892674, 'street_density_km': 7733.576025946337, 'circuity_avg': 1.045375370929779, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045375370929779\n", - "5938\n", - "7018342.016399417\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 799, 'm': 2237, 'k_avg': 5.599499374217772, 'intersection_count': 662, 'streets_per_node_avg': 2.8598247809762203, 'streets_per_node_counts': {0: 0, 1: 137, 2: 0, 3: 502, 4: 158, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17146433041301626, 2: 0.0, 3: 0.6282853566958698, 4: 0.19774718397997496, 5: 0.0025031289111389237}, 'edge_length_total': 157196.15199999986, 'edge_length_avg': 70.27096647295478, 'street_length_total': 78757.19200000008, 'street_length_avg': 69.94422024866792, 'street_segments_count': 1126, 'node_density_km': 113.84455162387579, 'intersection_density_km': 94.32427180851786, 'edge_density_km': 22397.904182025795, 'street_density_km': 11221.623542422412, 'circuity_avg': 1.0708983040760502, 'self_loop_proportion': 0.001788109074653554, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0708983040760502\n", - "5939\n", - "8022124.690275787\n", - "{'n': 925, 'm': 2646, 'k_avg': 5.721081081081081, 'intersection_count': 784, 'streets_per_node_avg': 2.921081081081081, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 585, 4: 189, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15243243243243243, 2: 0.0, 3: 0.6324324324324324, 4: 0.20432432432432432, 5: 0.010810810810810811}, 'edge_length_total': 177656.08299999984, 'edge_length_avg': 67.14137679516244, 'street_length_total': 89113.11400000005, 'street_length_avg': 67.05275696012042, 'street_segments_count': 1329, 'node_density_km': 115.30611100089995, 'intersection_density_km': 97.72972002670872, 'edge_density_km': 22145.76435284657, 'street_density_km': 11108.417961643088, 'circuity_avg': 1.0596333816263321, 'self_loop_proportion': 0.0007558578987150416, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0596333816263321\n", - "5940\n", - "7022764.020235836\n", - "{'n': 177, 'm': 443, 'k_avg': 5.005649717514125, 'intersection_count': 145, 'streets_per_node_avg': 2.711864406779661, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 132, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1807909604519774, 2: 0.0, 3: 0.7457627118644068, 4: 0.07344632768361582}, 'edge_length_total': 60572.57600000004, 'edge_length_avg': 136.73267720090303, 'street_length_total': 30320.17900000001, 'street_length_avg': 135.96492825112114, 'street_segments_count': 223, 'node_density_km': 25.203751612610223, 'intersection_density_km': 20.647141151573347, 'edge_density_km': 8625.17604542348, 'street_density_km': 4317.413900372208, 'circuity_avg': 1.0616663769588592, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0616663769588592\n", - "5941\n", - "17052413.193498705\n", - "{'n': 762, 'm': 2056, 'k_avg': 5.396325459317585, 'intersection_count': 622, 'streets_per_node_avg': 2.7821522309711284, 'streets_per_node_counts': {0: 0, 1: 140, 2: 1, 3: 508, 4: 111, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1837270341207349, 2: 0.0013123359580052493, 3: 0.6666666666666666, 4: 0.14566929133858267, 5: 0.0026246719160104987}, 'edge_length_total': 246747.3559999999, 'edge_length_avg': 120.01330544747077, 'street_length_total': 126414.29400000011, 'street_length_avg': 122.13941449275373, 'street_segments_count': 1035, 'node_density_km': 44.68575745575502, 'intersection_density_km': 36.475775770970635, 'edge_density_km': 14469.937668064087, 'street_density_km': 7413.278845963927, 'circuity_avg': 1.0596451510552871, 'self_loop_proportion': 0.0019455252918287938, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0596451510552871\n", - "5942\n", - "23071684.1226395\n", - "{'n': 1095, 'm': 2839, 'k_avg': 5.185388127853881, 'intersection_count': 828, 'streets_per_node_avg': 2.6465753424657534, 'streets_per_node_counts': {0: 0, 1: 267, 2: 0, 3: 681, 4: 147}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24383561643835616, 2: 0.0, 3: 0.6219178082191781, 4: 0.13424657534246576}, 'edge_length_total': 330525.0719999995, 'edge_length_avg': 116.42306164142286, 'street_length_total': 165315.40800000035, 'street_length_avg': 116.33737368050693, 'street_segments_count': 1421, 'node_density_km': 47.46077460923244, 'intersection_density_km': 35.88814737574837, 'edge_density_km': 14326.00542912539, 'street_density_km': 7165.294354813989, 'circuity_avg': 1.0393246404913337, 'self_loop_proportion': 0.0014089468122578373, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0393246404913337\n", - "5943\n", - "6018300.374617754\n", - "{'n': 830, 'm': 2494, 'k_avg': 6.009638554216868, 'intersection_count': 739, 'streets_per_node_avg': 3.0385542168674697, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 540, 4: 187, 5: 9, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10963855421686747, 2: 0.0, 3: 0.6506024096385542, 4: 0.2253012048192771, 5: 0.010843373493975903, 6: 0.0036144578313253013}, 'edge_length_total': 139296.38900000043, 'edge_length_avg': 55.8526018444268, 'street_length_total': 69697.763, 'street_length_avg': 55.80285268214572, 'street_segments_count': 1249, 'node_density_km': 137.91269101498057, 'intersection_density_km': 122.79214296394052, 'edge_density_km': 23145.46970561397, 'street_density_km': 11580.971148258248, 'circuity_avg': 1.088271252686689, 'self_loop_proportion': 0.006415396952686447, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.088271252686689\n", - "5944\n", - "7023594.449991897\n", - "{'n': 351, 'm': 931, 'k_avg': 5.304843304843305, 'intersection_count': 283, 'streets_per_node_avg': 2.7207977207977208, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 246, 4: 36, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19373219373219372, 2: 0.0, 3: 0.7008547008547008, 4: 0.10256410256410256, 5: 0.002849002849002849}, 'edge_length_total': 94520.71600000012, 'edge_length_avg': 101.52601074113869, 'street_length_total': 47412.370999999956, 'street_length_avg': 101.74328540772522, 'street_segments_count': 466, 'node_density_km': 49.9744116063542, 'intersection_density_km': 40.292759215379604, 'edge_density_km': 13457.598765559304, 'street_density_km': 6750.442574322419, 'circuity_avg': 1.095073240296241, 'self_loop_proportion': 0.00966702470461869, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.095073240296241\n", - "5945\n", - "8023869.574371044\n", - "{'n': 188, 'm': 468, 'k_avg': 4.9787234042553195, 'intersection_count': 142, 'streets_per_node_avg': 2.5904255319148937, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 127, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24468085106382978, 2: 0.0, 3: 0.675531914893617, 4: 0.0797872340425532}, 'edge_length_total': 57705.736000000026, 'edge_length_avg': 123.30285470085475, 'street_length_total': 28852.868, 'street_length_avg': 123.3028547008547, 'street_segments_count': 234, 'node_density_km': 23.430091710424705, 'intersection_density_km': 17.697196930214403, 'edge_density_km': 7191.758971795516, 'street_density_km': 3595.8794858977562, 'circuity_avg': 1.1091881113467918, 'self_loop_proportion': 0.004273504273504274, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1091881113467918\n", - "5946\n", - "12039246.370639032\n", - "{'n': 1146, 'm': 3051, 'k_avg': 5.324607329842932, 'intersection_count': 902, 'streets_per_node_avg': 2.767888307155323, 'streets_per_node_counts': {0: 0, 1: 244, 2: 0, 3: 684, 4: 214, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21291448516579406, 2: 0.0, 3: 0.5968586387434555, 4: 0.18673647469458987, 5: 0.0034904013961605585}, 'edge_length_total': 210624.24999999983, 'edge_length_avg': 69.03449688626674, 'street_length_total': 107857.8100000001, 'street_length_avg': 68.74302740599114, 'street_segments_count': 1569, 'node_density_km': 95.18868247391563, 'intersection_density_km': 74.92163315137165, 'edge_density_km': 17494.803538007513, 'street_density_km': 8958.850635621233, 'circuity_avg': 1.0723365149520838, 'self_loop_proportion': 0.005244182235332678, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0723365149520838\n", - "5947\n", - "94284441.30365744\n", - "error with entry 5947\n", - "5948\n", - "14040141.593912762\n", - "{'n': 414, 'm': 1073, 'k_avg': 5.183574879227053, 'intersection_count': 330, 'streets_per_node_avg': 2.7270531400966185, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 276, 4: 53, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2028985507246377, 2: 0.0, 3: 0.6666666666666666, 4: 0.1280193236714976, 5: 0.0024154589371980675}, 'edge_length_total': 145784.98400000005, 'edge_length_avg': 135.86671388630015, 'street_length_total': 73213.41500000005, 'street_length_avg': 134.09050366300374, 'street_segments_count': 546, 'node_density_km': 29.486882110896495, 'intersection_density_km': 23.504036465207353, 'edge_density_km': 10383.441151562642, 'street_density_km': 5214.578108795031, 'circuity_avg': 1.059935165175105, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059935165175105\n", - "5949\n", - "8022010.286942244\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 404, 'm': 1020, 'k_avg': 5.0495049504950495, 'intersection_count': 301, 'streets_per_node_avg': 2.5816831683168315, 'streets_per_node_counts': {0: 0, 1: 103, 2: 0, 3: 264, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25495049504950495, 2: 0.0, 3: 0.6534653465346535, 4: 0.09158415841584158}, 'edge_length_total': 115944.98, 'edge_length_avg': 113.67154901960784, 'street_length_total': 57972.48999999996, 'street_length_avg': 113.67154901960777, 'street_segments_count': 510, 'node_density_km': 50.36144127832987, 'intersection_density_km': 37.5217668930131, 'edge_density_km': 14453.357182641414, 'street_density_km': 7226.678591320702, 'circuity_avg': 1.078240416151808, 'self_loop_proportion': 0.0058823529411764705, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078240416151808\n", - "5950\n", - "10029793.764373215\n", - "{'n': 20, 'm': 40, 'k_avg': 4.0, 'intersection_count': 12, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 9317.809999999998, 'edge_length_avg': 232.94524999999993, 'street_length_total': 4658.904999999999, 'street_length_avg': 232.94524999999993, 'street_segments_count': 20, 'node_density_km': 1.9940589477564243, 'intersection_density_km': 1.1964353686538547, 'edge_density_km': 929.0131201997142, 'street_density_km': 464.5065600998571, 'circuity_avg': 1.1091740876453795, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1091740876453795\n", - "5951\n", - "15045610.32187491\n", - "{'n': 815, 'm': 2112, 'k_avg': 5.182822085889571, 'intersection_count': 636, 'streets_per_node_avg': 2.67239263803681, 'streets_per_node_counts': {0: 0, 1: 179, 2: 0, 3: 547, 4: 87, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2196319018404908, 2: 0.0, 3: 0.6711656441717792, 4: 0.1067484662576687, 5: 0.00245398773006135}, 'edge_length_total': 196545.87699999992, 'edge_length_avg': 93.06149479166663, 'street_length_total': 99906.18099999991, 'street_length_avg': 93.28308216619973, 'street_segments_count': 1071, 'node_density_km': 54.16862344328208, 'intersection_density_km': 42.27146565635264, 'edge_density_km': 13063.336933181143, 'street_density_km': 6640.221224840954, 'circuity_avg': 1.095403630387258, 'self_loop_proportion': 0.001893939393939394, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.095403630387258\n", - "5952\n", - "8020984.347494948\n", - "{'n': 498, 'm': 1286, 'k_avg': 5.164658634538153, 'intersection_count': 397, 'streets_per_node_avg': 2.8092369477911645, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 291, 4: 105, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20281124497991967, 2: 0.0, 3: 0.5843373493975904, 4: 0.21084337349397592, 5: 0.002008032128514056}, 'edge_length_total': 135092.0920000001, 'edge_length_avg': 105.04828304821157, 'street_length_total': 70356.94900000008, 'street_length_avg': 105.79992330827079, 'street_segments_count': 665, 'node_density_km': 62.087142727754056, 'intersection_density_km': 49.49517201389229, 'edge_density_km': 16842.333328102184, 'street_density_km': 8771.610310145217, 'circuity_avg': 1.059777086377734, 'self_loop_proportion': 0.003110419906687403, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059777086377734\n", - "5953\n", - "14042659.012938108\n", - "{'n': 598, 'm': 1603, 'k_avg': 5.361204013377926, 'intersection_count': 488, 'streets_per_node_avg': 2.759197324414716, 'streets_per_node_counts': {0: 0, 1: 110, 2: 0, 3: 414, 4: 72, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18394648829431437, 2: 0.0, 3: 0.6923076923076923, 4: 0.12040133779264214, 5: 0.0033444816053511705}, 'edge_length_total': 212517.00099999976, 'edge_length_avg': 132.5745483468495, 'street_length_total': 106324.1369999998, 'street_length_avg': 132.57373690773042, 'street_segments_count': 802, 'node_density_km': 42.58452757765013, 'intersection_density_km': 34.751253274069, 'edge_density_km': 15133.672390976571, 'street_density_km': 7571.510274659435, 'circuity_avg': 1.0691595221673988, 'self_loop_proportion': 0.004990642545227698, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0691595221673988\n", - "5954\n", - "11029033.336342651\n", - "{'n': 594, 'm': 1466, 'k_avg': 4.936026936026936, 'intersection_count': 435, 'streets_per_node_avg': 2.5774410774410774, 'streets_per_node_counts': {0: 0, 1: 159, 2: 0, 3: 368, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2676767676767677, 2: 0.0, 3: 0.6195286195286195, 4: 0.1127946127946128}, 'edge_length_total': 170359.16600000017, 'edge_length_avg': 116.20679809004105, 'street_length_total': 86819.01000000005, 'street_length_avg': 116.53558389261752, 'street_segments_count': 745, 'node_density_km': 53.85784790790893, 'intersection_density_km': 39.44135326589291, 'edge_density_km': 15446.427697215859, 'street_density_km': 7871.860330126647, 'circuity_avg': 1.0849346356986849, 'self_loop_proportion': 0.004092769440654843, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0849346356986849\n", - "5955\n", - "24060959.553516224\n", - "{'n': 5318, 'm': 15522, 'k_avg': 5.837532907107935, 'intersection_count': 4691, 'streets_per_node_avg': 3.009025949605115, 'streets_per_node_counts': {0: 0, 1: 627, 2: 4, 3: 3443, 4: 1193, 5: 41, 6: 9, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11790146671681083, 2: 0.000752162467092892, 3: 0.6474238435502069, 4: 0.22433245581045505, 5: 0.0077096652877021435, 6: 0.001692365550959007, 7: 0.000188040616773223}, 'edge_length_total': 795682.914999996, 'edge_length_avg': 51.26162318000232, 'street_length_total': 409050.94099999854, 'street_length_avg': 51.29808640581873, 'street_segments_count': 7974, 'node_density_km': 221.02194171316154, 'intersection_density_km': 194.96313060858233, 'edge_density_km': 33069.45898106197, 'street_density_km': 17000.607980333876, 'circuity_avg': 1.0725077920937713, 'self_loop_proportion': 0.0033500837520938024, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0725077920937713\n", - "5956\n", - "11030259.236982748\n", - "{'n': 62, 'm': 144, 'k_avg': 4.645161290322581, 'intersection_count': 45, 'streets_per_node_avg': 2.5161290322580645, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 41, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27419354838709675, 2: 0.0, 3: 0.6612903225806451, 4: 0.06451612903225806}, 'edge_length_total': 30802.538000000004, 'edge_length_avg': 213.90651388888892, 'street_length_total': 15401.269000000004, 'street_length_avg': 213.90651388888895, 'street_segments_count': 72, 'node_density_km': 5.620901437395381, 'intersection_density_km': 4.079686527141809, 'edge_density_km': 2792.5488728971914, 'street_density_km': 1396.274436448596, 'circuity_avg': 1.1693381961451474, 'self_loop_proportion': 0.013888888888888888, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1693381961451474\n", - "5957\n", - "12031496.202863319\n", - "{'n': 1372, 'm': 3561, 'k_avg': 5.190962099125365, 'intersection_count': 1038, 'streets_per_node_avg': 2.6647230320699706, 'streets_per_node_counts': {0: 0, 1: 334, 2: 2, 3: 829, 4: 204, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2434402332361516, 2: 0.0014577259475218659, 3: 0.6042274052478134, 4: 0.14868804664723032, 5: 0.002186588921282799}, 'edge_length_total': 264244.3440000002, 'edge_length_avg': 74.20509519797815, 'street_length_total': 133076.70100000023, 'street_length_avg': 73.72670415512478, 'street_segments_count': 1805, 'node_density_km': 114.03403008791908, 'intersection_density_km': 86.27355920645773, 'edge_density_km': 21962.716817972643, 'street_density_km': 11060.69426081271, 'circuity_avg': 1.0894099709437055, 'self_loop_proportion': 0.002808199943836001, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0894099709437055\n", - "5958\n", - "22054694.686727297\n", - "error with entry 5958\n", - "5959\n", - "6014794.9721639035\n", - "{'n': 917, 'm': 2604, 'k_avg': 5.679389312977099, 'intersection_count': 791, 'streets_per_node_avg': 2.93020719738277, 'streets_per_node_counts': {0: 0, 1: 126, 2: 0, 3: 607, 4: 181, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13740458015267176, 2: 0.0, 3: 0.6619411123227917, 4: 0.19738276990185388, 5: 0.0021810250817884407, 6: 0.0010905125408942203}, 'edge_length_total': 158339.96099999986, 'edge_length_avg': 60.80643663594465, 'street_length_total': 80541.99999999993, 'street_length_avg': 60.78641509433957, 'street_segments_count': 1325, 'node_density_km': 152.4573995030286, 'intersection_density_km': 131.5090545331468, 'edge_density_km': 26325.080361473225, 'street_density_km': 13390.647623525538, 'circuity_avg': 1.050352992821688, 'self_loop_proportion': 0.0015360983102918587, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050352992821688\n", - "5960\n", - "19056567.812246136\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1474, 'm': 4039, 'k_avg': 5.480325644504749, 'intersection_count': 1234, 'streets_per_node_avg': 2.903663500678426, 'streets_per_node_counts': {0: 0, 1: 240, 2: 1, 3: 911, 4: 308, 5: 11, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1628222523744912, 2: 0.0006784260515603799, 3: 0.6180461329715061, 4: 0.208955223880597, 5: 0.007462686567164179, 6: 0.0020352781546811396}, 'edge_length_total': 375323.47199999896, 'edge_length_avg': 92.92485070561995, 'street_length_total': 193428.53000000038, 'street_length_avg': 92.19663012392773, 'street_segments_count': 2098, 'node_density_km': 77.34866081460785, 'intersection_density_km': 64.75457764262285, 'edge_density_km': 19695.229261525703, 'street_density_km': 10150.229144395, 'circuity_avg': 1.0530307385028226, 'self_loop_proportion': 0.0029710324337707352, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0530307385028226\n", - "5961\n", - "10023742.444986632\n", - "{'n': 416, 'm': 1082, 'k_avg': 5.201923076923077, 'intersection_count': 316, 'streets_per_node_avg': 2.762019230769231, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 215, 4: 101}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2403846153846154, 2: 0.0, 3: 0.5168269230769231, 4: 0.24278846153846154}, 'edge_length_total': 143284.60200000004, 'edge_length_avg': 132.4256950092422, 'street_length_total': 72250.59400000006, 'street_length_avg': 131.8441496350366, 'street_segments_count': 548, 'node_density_km': 41.501465374148964, 'intersection_density_km': 31.52515158228623, 'edge_density_km': 14294.521510941628, 'street_density_km': 7207.945973924752, 'circuity_avg': 1.0410847676177173, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0410847676177173\n", - "5962\n", - "91289410.30635956\n", - "{'n': 11859, 'm': 34975, 'k_avg': 5.898473733029767, 'intersection_count': 10500, 'streets_per_node_avg': 3.0208280630744584, 'streets_per_node_counts': {0: 0, 1: 1359, 2: 3, 3: 7699, 4: 2648, 5: 133, 6: 15, 7: 1, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11459650898052112, 2: 0.00025297242600556537, 3: 0.6492115692722826, 4: 0.2232903280209124, 5: 0.011215110886246733, 6: 0.0012648621300278269, 7: 8.432414200185513e-05, 8: 8.432414200185513e-05}, 'edge_length_total': 1678077.437999979, 'edge_length_avg': 47.9793406147242, 'street_length_total': 864144.5889999984, 'street_length_avg': 48.47120198564048, 'street_segments_count': 17828, 'node_density_km': 129.9055384430921, 'intersection_density_km': 115.01881724027886, 'edge_density_km': 18381.950681557617, 'street_density_km': 9465.989385844448, 'circuity_avg': 1.0574754827606851, 'self_loop_proportion': 0.001629735525375268, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0574754827606851\n", - "5963\n", - "19052663.48349262\n", - "{'n': 1229, 'm': 3821, 'k_avg': 6.218063466232709, 'intersection_count': 1098, 'streets_per_node_avg': 3.242473555736371, 'streets_per_node_counts': {0: 0, 1: 131, 2: 1, 3: 544, 4: 548, 5: 2, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10659072416598861, 2: 0.0008136696501220504, 3: 0.44263628966639545, 4: 0.4458909682668836, 5: 0.0016273393002441008, 6: 0.0024410089503661514}, 'edge_length_total': 560314.8500000011, 'edge_length_avg': 146.64089243653524, 'street_length_total': 280585.9179999999, 'street_length_avg': 146.59661337513054, 'street_segments_count': 1914, 'node_density_km': 64.50541684446458, 'intersection_density_km': 57.62973775038414, 'edge_density_km': 29408.74122326584, 'street_density_km': 14726.860538060822, 'circuity_avg': 1.0099015389355859, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0099015389355859\n", - "5964\n", - "8026124.882993918\n", - "{'n': 82, 'm': 206, 'k_avg': 5.024390243902439, 'intersection_count': 73, 'streets_per_node_avg': 2.9634146341463414, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 58, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10975609756097561, 2: 0.0, 3: 0.7073170731707317, 4: 0.18292682926829268}, 'edge_length_total': 47589.30999999997, 'edge_length_avg': 231.0160679611649, 'street_length_total': 29262.31899999999, 'street_length_avg': 254.45494782608685, 'street_segments_count': 115, 'node_density_km': 10.216636446032004, 'intersection_density_km': 9.095298299516296, 'edge_density_km': 5929.300963262377, 'street_density_km': 3645.8838389123734, 'circuity_avg': 1.1321526656495893, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1321526656495893\n", - "5965\n", - "32081960.5620411\n", - "{'n': 3201, 'm': 9396, 'k_avg': 5.87066541705717, 'intersection_count': 2807, 'streets_per_node_avg': 2.9684473601999377, 'streets_per_node_counts': {0: 0, 1: 394, 2: 0, 3: 2134, 4: 660, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12308653545766948, 2: 0.0, 3: 0.6666666666666666, 4: 0.20618556701030927, 5: 0.0037488284910965324, 6: 0.00031240237425804435}, 'edge_length_total': 640830.3839999986, 'edge_length_avg': 68.20246743295004, 'street_length_total': 322380.40499999945, 'street_length_avg': 68.31540686586129, 'street_segments_count': 4719, 'node_density_km': 99.7756977417202, 'intersection_density_km': 87.49465278382023, 'edge_density_km': 19974.788721553996, 'street_density_km': 10048.65037398728, 'circuity_avg': 1.0592445448301282, 'self_loop_proportion': 0.0023414218816517666, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0592445448301282\n", - "5966\n", - "8022283.813210262\n", - "{'n': 735, 'm': 2230, 'k_avg': 6.068027210884353, 'intersection_count': 686, 'streets_per_node_avg': 3.1755102040816325, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 460, 4: 225, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06666666666666667, 2: 0.0, 3: 0.6258503401360545, 4: 0.30612244897959184, 5: 0.0013605442176870747}, 'edge_length_total': 216327.34200000027, 'edge_length_avg': 97.00777668161447, 'street_length_total': 108163.67100000025, 'street_length_avg': 97.00777668161457, 'street_segments_count': 1115, 'node_density_km': 91.619795199676, 'intersection_density_km': 85.51180885303093, 'edge_density_km': 26965.80512942897, 'street_density_km': 13482.902564714499, 'circuity_avg': 1.0127796702663543, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0127796702663543\n", - "5967\n", - "18051904.256165825\n", - "{'n': 1211, 'm': 3415, 'k_avg': 5.639966969446738, 'intersection_count': 1030, 'streets_per_node_avg': 2.8852188274153594, 'streets_per_node_counts': {0: 0, 1: 181, 2: 1, 3: 811, 4: 212, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1494632535094963, 2: 0.0008257638315441783, 3: 0.6696944673823286, 4: 0.1750619322873658, 5: 0.00495458298926507}, 'edge_length_total': 264409.3880000016, 'edge_length_avg': 77.42588228404146, 'street_length_total': 133382.8519999997, 'street_length_avg': 77.41314683691219, 'street_segments_count': 1723, 'node_density_km': 67.08433541499478, 'intersection_density_km': 57.05769238434734, 'edge_density_km': 14647.174295182167, 'street_density_km': 7388.8521735562235, 'circuity_avg': 1.053283754333399, 'self_loop_proportion': 0.003513909224011713, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053283754333399\n", - "5968\n", - "42121765.39826899\n", - "{'n': 3318, 'm': 9299, 'k_avg': 5.605183845690175, 'intersection_count': 2828, 'streets_per_node_avg': 2.918625678119349, 'streets_per_node_counts': {0: 0, 1: 490, 2: 0, 3: 2144, 4: 662, 5: 18, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14767932489451477, 2: 0.0, 3: 0.646172393007836, 4: 0.1995177817962628, 5: 0.0054249547920434, 6: 0.0012055455093429777}, 'edge_length_total': 674231.7300000016, 'edge_length_avg': 72.5058318098722, 'street_length_total': 346447.9709999993, 'street_length_avg': 72.14659954185741, 'street_segments_count': 4802, 'node_density_km': 78.77162717724919, 'intersection_density_km': 67.13868645487061, 'edge_density_km': 16006.730098442393, 'street_density_km': 8224.9157347578, 'circuity_avg': 1.0940502916674344, 'self_loop_proportion': 0.003118614904828476, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0940502916674344\n", - "5969\n", - "14039973.466727788\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1040, 'm': 2846, 'k_avg': 5.473076923076923, 'intersection_count': 859, 'streets_per_node_avg': 2.816346153846154, 'streets_per_node_counts': {0: 0, 1: 181, 2: 1, 3: 693, 4: 158, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17403846153846153, 2: 0.0009615384615384616, 3: 0.6663461538461538, 4: 0.1519230769230769, 5: 0.006730769230769231}, 'edge_length_total': 215668.41600000014, 'edge_length_avg': 75.77948559381593, 'street_length_total': 109276.95600000003, 'street_length_avg': 75.83411242192923, 'street_segments_count': 1441, 'node_density_km': 74.07421406205738, 'intersection_density_km': 61.18245180702625, 'edge_density_km': 15361.027320393127, 'street_density_km': 7783.273683455796, 'circuity_avg': 1.0993753578733292, 'self_loop_proportion': 0.006324666198172874, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0993753578733292\n", - "5970\n", - "9026358.796559414\n", - "{'n': 196, 'm': 460, 'k_avg': 4.6938775510204085, 'intersection_count': 129, 'streets_per_node_avg': 2.372448979591837, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 118, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34183673469387754, 2: 0.0, 3: 0.6020408163265306, 4: 0.05612244897959184}, 'edge_length_total': 63382.462000000014, 'edge_length_avg': 137.78796086956524, 'street_length_total': 31691.23099999999, 'street_length_avg': 137.78796086956518, 'street_segments_count': 230, 'node_density_km': 21.714182254167596, 'intersection_density_km': 14.291477095855203, 'edge_density_km': 7021.930263193124, 'street_density_km': 3510.96513159656, 'circuity_avg': 1.1702479894254363, 'self_loop_proportion': 0.017391304347826087, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1702479894254363\n", - "5971\n", - "4011764.4102537367\n", - "{'n': 101, 'm': 258, 'k_avg': 5.108910891089109, 'intersection_count': 79, 'streets_per_node_avg': 2.792079207920792, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 56, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21782178217821782, 2: 0.0, 3: 0.5544554455445545, 4: 0.22772277227722773}, 'edge_length_total': 43787.32199999996, 'edge_length_avg': 169.71830232558122, 'street_length_total': 21893.661000000004, 'street_length_avg': 169.71830232558142, 'street_segments_count': 129, 'node_density_km': 25.175954934405514, 'intersection_density_km': 19.692083562554807, 'edge_density_km': 10914.729162082198, 'street_density_km': 5457.364581041105, 'circuity_avg': 1.0574940244289948, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0574940244289948\n", - "5972\n", - "11032087.849545004\n", - "{'n': 527, 'm': 1456, 'k_avg': 5.52561669829222, 'intersection_count': 450, 'streets_per_node_avg': 2.861480075901328, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 369, 4: 81}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1461100569259962, 2: 0.0, 3: 0.7001897533206831, 4: 0.15370018975332067}, 'edge_length_total': 156840.75599999976, 'edge_length_avg': 107.72029945054929, 'street_length_total': 78420.378, 'street_length_avg': 107.72029945054945, 'street_segments_count': 728, 'node_density_km': 47.76974287978817, 'intersection_density_km': 40.79010302828212, 'edge_density_km': 14216.779102830325, 'street_density_km': 7108.389551415174, 'circuity_avg': 1.025456021725362, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025456021725362\n", - "5973\n", - "32103736.608066697\n", - "{'n': 3282, 'm': 9220, 'k_avg': 5.618525289457648, 'intersection_count': 2820, 'streets_per_node_avg': 2.9287020109689212, 'streets_per_node_counts': {0: 0, 1: 462, 2: 3, 3: 2143, 4: 657, 5: 15, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14076782449725778, 2: 0.0009140767824497258, 3: 0.6529555149299208, 4: 0.20018281535648993, 5: 0.004570383912248629, 6: 0.0006093845216331506}, 'edge_length_total': 760555.8629999971, 'edge_length_avg': 82.48978991323179, 'street_length_total': 403548.0109999997, 'street_length_avg': 85.0111672635348, 'street_segments_count': 4747, 'node_density_km': 102.23109042002709, 'intersection_density_km': 87.84024222561742, 'edge_density_km': 23690.571358877038, 'street_density_km': 12570.12589925748, 'circuity_avg': 1.0636935620857875, 'self_loop_proportion': 0.0039045553145336228, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0636935620857875\n", - "5974\n", - "11032290.083802316\n", - "{'n': 1169, 'm': 3097, 'k_avg': 5.2985457656116335, 'intersection_count': 918, 'streets_per_node_avg': 2.7459366980325064, 'streets_per_node_counts': {0: 0, 1: 251, 2: 0, 3: 726, 4: 180, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21471343028229256, 2: 0.0, 3: 0.621043627031651, 4: 0.15397775876817793, 5: 0.009409751924721984, 6: 0.000855431993156544}, 'edge_length_total': 237821.16400000022, 'edge_length_avg': 76.79081821117218, 'street_length_total': 120220.62400000001, 'street_length_avg': 76.57364585987261, 'street_segments_count': 1570, 'node_density_km': 105.96168076801514, 'intersection_density_km': 83.21028481183738, 'edge_density_km': 21556.826569414712, 'street_density_km': 10897.159437142498, 'circuity_avg': 1.0728094373724548, 'self_loop_proportion': 0.0012915724895059735, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0728094373724548\n", - "5975\n", - "49139902.98747564\n", - "{'n': 2452, 'm': 6945, 'k_avg': 5.664763458401305, 'intersection_count': 2086, 'streets_per_node_avg': 2.882952691680261, 'streets_per_node_counts': {0: 0, 1: 366, 2: 0, 3: 1641, 4: 445}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14926590538336051, 2: 0.0, 3: 0.6692495921696574, 4: 0.18148450244698205}, 'edge_length_total': 835158.6590000008, 'edge_length_avg': 120.25322663786909, 'street_length_total': 417699.39500000054, 'street_length_avg': 120.16668440736494, 'street_segments_count': 3476, 'node_density_km': 49.89834840791087, 'intersection_density_km': 42.45022625566969, 'edge_density_km': 16995.52925883592, 'street_density_km': 8500.207969609955, 'circuity_avg': 1.0353490160545218, 'self_loop_proportion': 0.0011519078473722101, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0353490160545218\n", - "5976\n", - "19056455.857614864\n", - "{'n': 2433, 'm': 6602, 'k_avg': 5.427044800657624, 'intersection_count': 1994, 'streets_per_node_avg': 2.8454582819564322, 'streets_per_node_counts': {0: 0, 1: 439, 2: 5, 3: 1498, 4: 476, 5: 14, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18043567612001643, 2: 0.002055076037813399, 3: 0.6157007809288944, 4: 0.19564323879983558, 5: 0.005754212905877518, 6: 0.0004110152075626798}, 'edge_length_total': 485576.3670000024, 'edge_length_avg': 73.54988897303883, 'street_length_total': 247546.25199999992, 'street_length_avg': 73.5868763376932, 'street_segments_count': 3364, 'node_density_km': 127.67326821832852, 'intersection_density_km': 104.6364557449022, 'edge_density_km': 25480.937831678104, 'street_density_km': 12990.151676135607, 'circuity_avg': 1.060281538103136, 'self_loop_proportion': 0.003029385034837928, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060281538103136\n", - "5977\n", - "29072908.130514365\n", - "{'n': 3769, 'm': 10908, 'k_avg': 5.788272751392943, 'intersection_count': 3343, 'streets_per_node_avg': 3.0066330591668877, 'streets_per_node_counts': {0: 0, 1: 426, 2: 1, 3: 2498, 4: 813, 5: 28, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11302732820376758, 2: 0.0002653223666755107, 3: 0.6627752719554258, 4: 0.21570708410719022, 5: 0.007429026266914301, 6: 0.0007959671000265323}, 'edge_length_total': 650477.3989999982, 'edge_length_avg': 59.63305821415459, 'street_length_total': 333774.2319999989, 'street_length_avg': 59.443318254674786, 'street_segments_count': 5615, 'node_density_km': 129.6395937785161, 'intersection_density_km': 114.98677686430865, 'edge_density_km': 22374.005245016055, 'street_density_km': 11480.593221070854, 'circuity_avg': 1.0770811238679778, 'self_loop_proportion': 0.002566923359002567, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0770811238679778\n", - "5978\n", - "12030912.696056101\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1601, 'm': 4750, 'k_avg': 5.933791380387258, 'intersection_count': 1404, 'streets_per_node_avg': 3.013741411617739, 'streets_per_node_counts': {0: 0, 1: 197, 2: 0, 3: 995, 4: 402, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12304809494066209, 2: 0.0, 3: 0.6214865708931917, 4: 0.25109306683322924, 5: 0.004372267332916927}, 'edge_length_total': 254035.31900000008, 'edge_length_avg': 53.4811197894737, 'street_length_total': 127509.76199999996, 'street_length_avg': 53.41841726015918, 'street_segments_count': 2387, 'node_density_km': 133.07386068264213, 'intersection_density_km': 116.69937563924394, 'edge_density_km': 21115.215895738016, 'street_density_km': 10598.511120590163, 'circuity_avg': 1.0620251296748646, 'self_loop_proportion': 0.0008421052631578948, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0620251296748646\n", - "5979\n", - "8025142.654173717\n", - "{'n': 260, 'm': 687, 'k_avg': 5.2846153846153845, 'intersection_count': 213, 'streets_per_node_avg': 2.7423076923076923, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 188, 4: 23, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18076923076923077, 2: 0.0, 3: 0.7230769230769231, 4: 0.08846153846153847, 5: 0.007692307692307693}, 'edge_length_total': 88811.82199999999, 'edge_length_avg': 129.2748500727802, 'street_length_total': 44608.051, 'street_length_avg': 129.29869855072462, 'street_segments_count': 345, 'node_density_km': 32.39817797690851, 'intersection_density_km': 26.541584265698123, 'edge_density_km': 11066.69698311353, 'street_density_km': 5558.536828850044, 'circuity_avg': 1.0994957506848435, 'self_loop_proportion': 0.005822416302765648, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0994957506848435\n", - "5980\n", - "84260685.64660373\n", - "{'n': 6853, 'm': 18938, 'k_avg': 5.526922515686561, 'intersection_count': 5712, 'streets_per_node_avg': 2.849992703925288, 'streets_per_node_counts': {0: 0, 1: 1141, 2: 1, 3: 4517, 4: 1146, 5: 37, 6: 9, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16649642492339123, 2: 0.00014592149423610097, 3: 0.6591273894644681, 4: 0.16722603239457173, 5: 0.005399095286735736, 6: 0.0013132934481249088, 7: 0.00029184298847220193}, 'edge_length_total': 1518257.4689999914, 'edge_length_avg': 80.16989486746179, 'street_length_total': 779420.1099999982, 'street_length_avg': 80.46872909353688, 'street_segments_count': 9686, 'node_density_km': 81.33093087732573, 'intersection_density_km': 67.78962165055954, 'edge_density_km': 18018.57482346736, 'street_density_km': 9250.104055276151, 'circuity_avg': 1.0748765343116349, 'self_loop_proportion': 0.003009821522864083, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0748765343116349\n", - "5981\n", - "12036359.313005533\n", - "{'n': 612, 'm': 1726, 'k_avg': 5.640522875816994, 'intersection_count': 513, 'streets_per_node_avg': 2.9248366013071894, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 361, 4: 152}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16176470588235295, 2: 0.0, 3: 0.5898692810457516, 4: 0.24836601307189543}, 'edge_length_total': 223906.92699999962, 'edge_length_avg': 129.7259136732327, 'street_length_total': 111974.67399999996, 'street_length_avg': 129.6003171296296, 'street_segments_count': 864, 'node_density_km': 50.845939713574474, 'intersection_density_km': 42.620861230496246, 'edge_density_km': 18602.545934140035, 'street_density_km': 9303.035169364628, 'circuity_avg': 1.0311066766896673, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0311066766896673\n", - "5982\n", - "9026099.10044606\n", - "{'n': 1809, 'm': 5097, 'k_avg': 5.635157545605307, 'intersection_count': 1535, 'streets_per_node_avg': 2.855721393034826, 'streets_per_node_counts': {0: 0, 1: 274, 2: 0, 3: 1266, 4: 252, 5: 16, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15146489773355445, 2: 0.0, 3: 0.6998341625207297, 4: 0.13930348258706468, 5: 0.008844665561083471, 6: 0.000552791597567717}, 'edge_length_total': 298028.7159999991, 'edge_length_avg': 58.471398077300194, 'street_length_total': 149188.25099999984, 'street_length_avg': 58.48226225009794, 'street_segments_count': 2551, 'node_density_km': 200.4188054960089, 'intersection_density_km': 170.0623916176748, 'edge_density_km': 33018.551279286396, 'street_density_km': 16528.541215842302, 'circuity_avg': 1.108141364363234, 'self_loop_proportion': 0.007062978222483814, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.108141364363234\n", - "5983\n", - "13032484.834911961\n", - "{'n': 604, 'm': 1539, 'k_avg': 5.096026490066225, 'intersection_count': 472, 'streets_per_node_avg': 2.687086092715232, 'streets_per_node_counts': {0: 0, 1: 132, 2: 1, 3: 397, 4: 72, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2185430463576159, 2: 0.0016556291390728477, 3: 0.6572847682119205, 4: 0.11920529801324503, 5: 0.0033112582781456954}, 'edge_length_total': 164278.35500000056, 'edge_length_avg': 106.74357050032525, 'street_length_total': 83061.9859999999, 'street_length_avg': 106.08171902937407, 'street_segments_count': 783, 'node_density_km': 46.345728205413266, 'intersection_density_km': 36.217191577740174, 'edge_density_km': 12605.29799811659, 'street_density_km': 6373.457330062645, 'circuity_avg': 1.0602107086108103, 'self_loop_proportion': 0.002599090318388564, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0602107086108103\n", - "5984\n", - "9028320.7605191\n", - "{'n': 354, 'm': 904, 'k_avg': 5.107344632768362, 'intersection_count': 294, 'streets_per_node_avg': 2.7966101694915255, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 247, 4: 46, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1694915254237288, 2: 0.0, 3: 0.6977401129943502, 4: 0.12994350282485875, 5: 0.002824858757062147}, 'edge_length_total': 134169.64599999998, 'edge_length_avg': 148.41774999999998, 'street_length_total': 67965.73200000009, 'street_length_avg': 148.39679475982553, 'street_segments_count': 458, 'node_density_km': 39.20994937929588, 'intersection_density_km': 32.56419524721183, 'edge_density_km': 14860.974655079228, 'street_density_km': 7528.059071318626, 'circuity_avg': 1.0389338413171518, 'self_loop_proportion': 0.0022123893805309734, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0389338413171518\n", - "5985\n", - "8024613.569570193\n", - "{'n': 398, 'm': 1052, 'k_avg': 5.28643216080402, 'intersection_count': 308, 'streets_per_node_avg': 2.7386934673366836, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 232, 4: 76}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22613065326633167, 2: 0.0, 3: 0.5829145728643216, 4: 0.19095477386934673}, 'edge_length_total': 117629.70399999998, 'edge_length_avg': 111.81530798479086, 'street_length_total': 58814.852000000006, 'street_length_avg': 111.81530798479089, 'street_segments_count': 526, 'node_density_km': 49.597403856210526, 'intersection_density_km': 38.38191052189156, 'edge_density_km': 14658.612901443474, 'street_density_km': 7329.306450721739, 'circuity_avg': 1.0761212521924548, 'self_loop_proportion': 0.0019011406844106464, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0761212521924548\n", - "5986\n", - "14040242.152709424\n", - "{'n': 1298, 'm': 3594, 'k_avg': 5.537750385208012, 'intersection_count': 1082, 'streets_per_node_avg': 2.799691833590139, 'streets_per_node_counts': {0: 0, 1: 216, 2: 0, 3: 914, 4: 164, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16640986132511557, 2: 0.0, 3: 0.7041602465331279, 4: 0.1263482280431433, 5: 0.0030816640986132513}, 'edge_length_total': 260262.32200000025, 'edge_length_avg': 72.4157824151364, 'street_length_total': 130131.16099999977, 'street_length_avg': 72.4157824151362, 'street_segments_count': 1797, 'node_density_km': 92.44854795823572, 'intersection_density_km': 77.06419791279743, 'edge_density_km': 18536.8827096601, 'street_density_km': 9268.441354830025, 'circuity_avg': 1.0695854645858331, 'self_loop_proportion': 0.0011129660545353367, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0695854645858331\n", - "5987\n", - "14049083.420821827\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1239, 'm': 3176, 'k_avg': 5.126715092816788, 'intersection_count': 943, 'streets_per_node_avg': 2.7029862792574657, 'streets_per_node_counts': {0: 0, 1: 296, 2: 0, 3: 724, 4: 214, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23890234059725585, 2: 0.0, 3: 0.5843422114608555, 4: 0.17271993543179984, 5: 0.004035512510088781}, 'edge_length_total': 310617.12099999946, 'edge_length_avg': 97.80136051637263, 'street_length_total': 157583.0539999999, 'street_length_avg': 97.03390024630535, 'street_segments_count': 1624, 'node_density_km': 88.19080668022131, 'intersection_density_km': 67.12181654515634, 'edge_density_km': 22109.422493686732, 'street_density_km': 11216.607466822328, 'circuity_avg': 1.0376226720344617, 'self_loop_proportion': 0.0006297229219143577, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0376226720344617\n", - "5988\n", - "27075965.661270063\n", - "{'n': 1583, 'm': 4245, 'k_avg': 5.363234365129501, 'intersection_count': 1254, 'streets_per_node_avg': 2.7327858496525583, 'streets_per_node_counts': {0: 0, 1: 329, 2: 0, 3: 1019, 4: 235}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2078332280480101, 2: 0.0, 3: 0.6437144662034112, 4: 0.14845230574857865}, 'edge_length_total': 402383.70999999874, 'edge_length_avg': 94.79003769140135, 'street_length_total': 202559.5480000001, 'street_length_avg': 94.47740111940303, 'street_segments_count': 2144, 'node_density_km': 58.46513545643733, 'intersection_density_km': 46.31413762626179, 'edge_density_km': 14861.287498808415, 'street_density_km': 7481.156924709238, 'circuity_avg': 1.0787622250372513, 'self_loop_proportion': 0.0028268551236749115, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0787622250372513\n", - "5989\n", - "918819281.47767\n", - "error with entry 5989\n", - "5990\n", - "33083814.745241564\n", - "{'n': 1383, 'm': 3827, 'k_avg': 5.534345625451916, 'intersection_count': 1154, 'streets_per_node_avg': 2.830079537237889, 'streets_per_node_counts': {0: 0, 1: 229, 2: 2, 3: 932, 4: 215, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16558206796818511, 2: 0.0014461315979754157, 3: 0.6738973246565437, 4: 0.1554591467823572, 5: 0.0036153289949385392}, 'edge_length_total': 428269.7059999986, 'edge_length_avg': 111.90742252417, 'street_length_total': 216654.0090000001, 'street_length_avg': 111.96589612403106, 'street_segments_count': 1935, 'node_density_km': 41.802918153473115, 'intersection_density_km': 34.88110451851625, 'edge_density_km': 12944.99166126532, 'street_density_km': 6548.640495913834, 'circuity_avg': 1.1313650791591638, 'self_loop_proportion': 0.009929448654298406, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1313650791591638\n", - "5991\n", - "10028623.093510278\n", - "{'n': 626, 'm': 1735, 'k_avg': 5.543130990415335, 'intersection_count': 524, 'streets_per_node_avg': 2.8865814696485623, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 392, 4: 131, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16293929712460065, 2: 0.0, 3: 0.6261980830670927, 4: 0.20926517571884984, 5: 0.001597444089456869}, 'edge_length_total': 206299.61100000018, 'edge_length_avg': 118.90467492795399, 'street_length_total': 103422.10000000012, 'street_length_avg': 118.4674684994274, 'street_segments_count': 873, 'node_density_km': 62.42133084103012, 'intersection_density_km': 52.250443068210515, 'edge_density_km': 20571.08030448375, 'street_density_km': 10312.691885581644, 'circuity_avg': 1.0352892849510982, 'self_loop_proportion': 0.0011527377521613833, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0352892849510982\n", - "5992\n", - "7008535.120084223\n", - "{'n': 218, 'm': 620, 'k_avg': 5.6880733944954125, 'intersection_count': 188, 'streets_per_node_avg': 2.885321100917431, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 153, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13761467889908258, 2: 0.0, 3: 0.7018348623853211, 4: 0.16055045871559634}, 'edge_length_total': 90158.38000000002, 'edge_length_avg': 145.4167419354839, 'street_length_total': 45079.19, 'street_length_avg': 145.41674193548388, 'street_segments_count': 310, 'node_density_km': 31.10493081147323, 'intersection_density_km': 26.824435745674162, 'edge_density_km': 12864.08335768125, 'street_density_km': 6432.041678840624, 'circuity_avg': 1.0735607121199642, 'self_loop_proportion': 0.0064516129032258064, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0735607121199642\n", - "5993\n", - "4003052.3744337442\n", - "{'n': 95, 'm': 282, 'k_avg': 5.936842105263158, 'intersection_count': 85, 'streets_per_node_avg': 3.168421052631579, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 49, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10526315789473684, 2: 0.0, 3: 0.5157894736842106, 4: 0.37894736842105264}, 'edge_length_total': 51743.858, 'edge_length_avg': 183.48885815602836, 'street_length_total': 25871.928999999996, 'street_length_avg': 183.48885815602836, 'street_segments_count': 141, 'node_density_km': 23.731890346160743, 'intersection_density_km': 21.23379662551224, 'edge_density_km': 12926.10067519276, 'street_density_km': 6463.050337596379, 'circuity_avg': 1.0313672774707558, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0313672774707558\n", - "5994\n", - "13004990.730482444\n", - "{'n': 504, 'm': 1387, 'k_avg': 5.503968253968254, 'intersection_count': 423, 'streets_per_node_avg': 2.8492063492063493, 'streets_per_node_counts': {0: 0, 1: 81, 2: 2, 3: 334, 4: 86, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16071428571428573, 2: 0.003968253968253968, 3: 0.6626984126984127, 4: 0.17063492063492064, 5: 0.001984126984126984}, 'edge_length_total': 196345.83999999997, 'edge_length_avg': 141.56152847873105, 'street_length_total': 98641.00399999983, 'street_length_avg': 141.72558045976987, 'street_segments_count': 696, 'node_density_km': 38.754352882287925, 'intersection_density_km': 32.52597474049165, 'edge_density_km': 15097.730099859607, 'street_density_km': 7584.857693807872, 'circuity_avg': 1.0488499113896927, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0488499113896927\n", - "5995\n", - "9005982.843598936\n", - "{'n': 327, 'm': 846, 'k_avg': 5.174311926605505, 'intersection_count': 260, 'streets_per_node_avg': 2.7033639143730888, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 224, 4: 35, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20489296636085627, 2: 0.0, 3: 0.6850152905198776, 4: 0.10703363914373089, 5: 0.0030581039755351682}, 'edge_length_total': 103464.64499999983, 'edge_length_avg': 122.29863475177285, 'street_length_total': 52416.255999999965, 'street_length_avg': 122.4678878504672, 'street_segments_count': 428, 'node_density_km': 36.30919641740351, 'intersection_density_km': 28.869697457262735, 'edge_density_km': 11488.434610281101, 'street_density_km': 5820.159432932429, 'circuity_avg': 1.0608181525171851, 'self_loop_proportion': 0.002364066193853428, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0608181525171851\n", - "5996\n", - "8009783.194307827\n", - "{'n': 482, 'm': 1452, 'k_avg': 6.024896265560166, 'intersection_count': 444, 'streets_per_node_avg': 3.228215767634855, 'streets_per_node_counts': {0: 0, 1: 38, 2: 1, 3: 257, 4: 185, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07883817427385892, 2: 0.002074688796680498, 3: 0.533195020746888, 4: 0.38381742738589214, 5: 0.002074688796680498}, 'edge_length_total': 148330.2749999999, 'edge_length_avg': 102.15583677685945, 'street_length_total': 76414.5970000001, 'street_length_avg': 101.6151555851065, 'street_segments_count': 752, 'node_density_km': 60.176410310647924, 'intersection_density_km': 55.43221198740182, 'edge_density_km': 18518.63794583244, 'street_density_km': 9540.157972603343, 'circuity_avg': 1.0243917570332455, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0243917570332455\n", - "5997\n", - "14005239.447393248\n", - "{'n': 397, 'm': 998, 'k_avg': 5.027707808564232, 'intersection_count': 310, 'streets_per_node_avg': 2.6397984886649875, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 279, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21914357682619648, 2: 0.0, 3: 0.7027707808564232, 4: 0.07808564231738035}, 'edge_length_total': 167249.4179999998, 'edge_length_avg': 167.58458717434848, 'street_length_total': 83877.73199999997, 'street_length_avg': 167.08711553784855, 'street_segments_count': 502, 'node_density_km': 28.34653427320676, 'intersection_density_km': 22.134573361949865, 'edge_density_km': 11941.91778214327, 'street_density_km': 5989.025201251513, 'circuity_avg': 1.0823947150799675, 'self_loop_proportion': 0.002004008016032064, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0823947150799675\n", - "5998\n", - "9008220.49534034\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 323, 'm': 886, 'k_avg': 5.486068111455109, 'intersection_count': 261, 'streets_per_node_avg': 2.8266253869969042, 'streets_per_node_counts': {0: 0, 1: 62, 2: 1, 3: 193, 4: 65, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19195046439628483, 2: 0.0030959752321981426, 3: 0.5975232198142415, 4: 0.20123839009287925, 5: 0.006191950464396285}, 'edge_length_total': 123702.79599999989, 'edge_length_avg': 139.61940857787798, 'street_length_total': 61910.46000000003, 'street_length_avg': 139.43797297297303, 'street_segments_count': 444, 'node_density_km': 35.85613830912303, 'intersection_density_km': 28.973535909229447, 'edge_density_km': 13732.212268115256, 'street_density_km': 6872.662589911549, 'circuity_avg': 1.0335377356971525, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0335377356971525\n", - "5999\n", - "27009681.984899934\n", - "{'n': 1235, 'm': 3486, 'k_avg': 5.645344129554656, 'intersection_count': 1045, 'streets_per_node_avg': 2.9182186234817813, 'streets_per_node_counts': {0: 0, 1: 190, 2: 1, 3: 766, 4: 276, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0008097165991902834, 3: 0.620242914979757, 4: 0.22348178137651822, 5: 0.0016194331983805667}, 'edge_length_total': 436405.55599999905, 'edge_length_avg': 125.18805393000547, 'street_length_total': 221149.2150000001, 'street_length_avg': 123.82374860022402, 'street_segments_count': 1786, 'node_density_km': 45.724344355125716, 'intersection_density_km': 38.68982983895253, 'edge_density_km': 16157.374834845388, 'street_density_km': 8187.775595567399, 'circuity_avg': 1.039882846659073, 'self_loop_proportion': 0.0017211703958691911, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039882846659073\n", - "6000\n", - "16051668.704753801\n", - "{'n': 804, 'm': 2189, 'k_avg': 5.445273631840796, 'intersection_count': 658, 'streets_per_node_avg': 2.804726368159204, 'streets_per_node_counts': {0: 0, 1: 146, 2: 0, 3: 524, 4: 133, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18159203980099503, 2: 0.0, 3: 0.6517412935323383, 4: 0.1654228855721393, 5: 0.0012437810945273632}, 'edge_length_total': 211962.99899999984, 'edge_length_avg': 96.83097259022377, 'street_length_total': 107544.49300000015, 'street_length_avg': 96.79972367236736, 'street_segments_count': 1111, 'node_density_km': 50.08825031143898, 'intersection_density_km': 40.992622767321954, 'edge_density_km': 13205.044466014033, 'street_density_km': 6699.8948818417975, 'circuity_avg': 1.0852512371294316, 'self_loop_proportion': 0.006395614435815441, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0852512371294316\n", - "6001\n", - "28084660.464673832\n", - "{'n': 3380, 'm': 8512, 'k_avg': 5.0366863905325445, 'intersection_count': 2455, 'streets_per_node_avg': 2.542011834319527, 'streets_per_node_counts': {0: 0, 1: 925, 2: 0, 3: 2157, 4: 294, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27366863905325445, 2: 0.0, 3: 0.6381656804733727, 4: 0.08698224852071006, 5: 0.001183431952662722}, 'edge_length_total': 587096.6449999982, 'edge_length_avg': 68.97282013627797, 'street_length_total': 295062.6230000001, 'street_length_avg': 69.05280201263751, 'street_segments_count': 4273, 'node_density_km': 120.35039569915821, 'intersection_density_km': 87.41426669864893, 'edge_density_km': 20904.530632957987, 'street_density_km': 10506.184447953121, 'circuity_avg': 1.0959859274723895, 'self_loop_proportion': 0.004934210526315789, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0959859274723895\n", - "6002\n", - "72211354.76249728\n", - "{'n': 12763, 'm': 34691, 'k_avg': 5.436182715662461, 'intersection_count': 10296, 'streets_per_node_avg': 2.789861317871974, 'streets_per_node_counts': {0: 0, 1: 2467, 2: 3, 3: 8075, 4: 2182, 5: 35, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19329311290448953, 2: 0.00023505445428190864, 3: 0.6326882394421375, 4: 0.1709629397477082, 5: 0.0027423019666222674, 6: 7.835148476063621e-05}, 'edge_length_total': 2045709.404, 'edge_length_avg': 58.96945617018824, 'street_length_total': 1046924.2230000031, 'street_length_avg': 58.975001295628836, 'street_segments_count': 17752, 'node_density_km': 176.74505681242834, 'intersection_density_km': 142.58145459067322, 'edge_density_km': 28329.469939018956, 'street_density_km': 14498.055415846036, 'circuity_avg': 1.0940056213917064, 'self_loop_proportion': 0.0034879363523680493, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0940056213917064\n", - "6003\n", - "4012000.7141576014\n", - "{'n': 656, 'm': 1746, 'k_avg': 5.323170731707317, 'intersection_count': 525, 'streets_per_node_avg': 2.7484756097560976, 'streets_per_node_counts': {0: 0, 1: 131, 2: 0, 3: 429, 4: 95, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19969512195121952, 2: 0.0, 3: 0.6539634146341463, 4: 0.1448170731707317, 5: 0.001524390243902439}, 'edge_length_total': 106270.65699999998, 'edge_length_avg': 60.8652101947308, 'street_length_total': 53839.22300000003, 'street_length_avg': 60.49350898876408, 'street_segments_count': 890, 'node_density_km': 163.50944247968314, 'intersection_density_km': 130.8574044235269, 'edge_density_km': 26488.19493600554, 'street_density_km': 13419.544719922773, 'circuity_avg': 1.0963637140433757, 'self_loop_proportion': 0.006872852233676976, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0963637140433757\n", - "6004\n", - "38085394.70783595\n", - "{'n': 5511, 'm': 14290, 'k_avg': 5.185991653057521, 'intersection_count': 4276, 'streets_per_node_avg': 2.7058610052622027, 'streets_per_node_counts': {0: 0, 1: 1235, 2: 6, 3: 3436, 4: 817, 5: 13, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22409726002540373, 2: 0.0010887316276537834, 3: 0.6234803121030666, 4: 0.14824895663219018, 5: 0.0023589185265831974, 6: 0.0007258210851025222}, 'edge_length_total': 914940.4969999957, 'edge_length_avg': 64.02662680195911, 'street_length_total': 475242.98200000246, 'street_length_avg': 64.11804937938511, 'street_segments_count': 7412, 'node_density_km': 144.70113917097277, 'intersection_density_km': 112.27401036020315, 'edge_density_km': 24023.39542543193, 'street_density_km': 12478.352545529026, 'circuity_avg': 1.0818429873638389, 'self_loop_proportion': 0.004198740377886634, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0818429873638389\n", - "6005\n", - "15033040.978255153\n", - "{'n': 264, 'm': 670, 'k_avg': 5.075757575757576, 'intersection_count': 214, 'streets_per_node_avg': 2.696969696969697, 'streets_per_node_counts': {0: 0, 1: 50, 2: 1, 3: 192, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1893939393939394, 2: 0.003787878787878788, 3: 0.7272727272727273, 4: 0.07954545454545454}, 'edge_length_total': 109167.43099999987, 'edge_length_avg': 162.9364641791043, 'street_length_total': 57198.289000000055, 'street_length_avg': 163.89194555873942, 'street_segments_count': 349, 'node_density_km': 17.56131712684534, 'intersection_density_km': 14.235310095245842, 'edge_density_km': 7261.832862553047, 'street_density_km': 3804.8382281892054, 'circuity_avg': 1.0818383807183158, 'self_loop_proportion': 0.0029850746268656717, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0818383807183158\n", - "6006\n", - "15033142.131399874\n", - "{'n': 647, 'm': 1554, 'k_avg': 4.80370942812983, 'intersection_count': 458, 'streets_per_node_avg': 2.519319938176198, 'streets_per_node_counts': {0: 0, 1: 189, 2: 1, 3: 391, 4: 65, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2921174652241113, 2: 0.0015455950540958269, 3: 0.6043276661514683, 4: 0.10046367851622875, 5: 0.0, 6: 0.0015455950540958269}, 'edge_length_total': 134465.14500000028, 'edge_length_avg': 86.52840733590752, 'street_length_total': 69475.48599999989, 'street_length_avg': 86.19787344913138, 'street_segments_count': 806, 'node_density_km': 43.03824139656105, 'intersection_density_km': 30.46601941209422, 'edge_density_km': 8944.580169912822, 'street_density_km': 4621.488002490561, 'circuity_avg': 1.0983835800181052, 'self_loop_proportion': 0.006435006435006435, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0983835800181052\n", - "6007\n", - "8019113.73918091\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 338, 'm': 844, 'k_avg': 4.994082840236686, 'intersection_count': 251, 'streets_per_node_avg': 2.5828402366863905, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 218, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.257396449704142, 2: 0.0, 3: 0.6449704142011834, 4: 0.09763313609467456}, 'edge_length_total': 92656.04399999978, 'edge_length_avg': 109.78204265402817, 'street_length_total': 46328.021999999975, 'street_length_avg': 109.78204265402837, 'street_segments_count': 422, 'node_density_km': 42.149296168297525, 'intersection_density_km': 31.300216977049345, 'edge_density_km': 11554.399527629577, 'street_density_km': 5777.1997638148, 'circuity_avg': 1.068625637317881, 'self_loop_proportion': 0.002369668246445498, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068625637317881\n", - "6008\n", - "14039879.796592254\n", - "{'n': 2267, 'm': 5873, 'k_avg': 5.181296868107631, 'intersection_count': 1696, 'streets_per_node_avg': 2.639170710189678, 'streets_per_node_counts': {0: 0, 1: 571, 2: 1, 3: 1372, 4: 321, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2518747243052492, 2: 0.0004411116012351125, 3: 0.6052051168945743, 4: 0.1415968239964711, 5: 0.000882223202470225}, 'edge_length_total': 366922.25400000013, 'edge_length_avg': 62.47612021113573, 'street_length_total': 187081.22199999998, 'street_length_avg': 62.82109536601745, 'street_segments_count': 2978, 'node_density_km': 161.46861888021604, 'intersection_density_km': 120.79875501581228, 'edge_density_km': 26134.287423818198, 'street_density_km': 13324.987443653767, 'circuity_avg': 1.0903867039784092, 'self_loop_proportion': 0.0034054146092286734, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0903867039784092\n", - "6009\n", - "29086198.35909827\n", - "{'n': 4853, 'm': 13810, 'k_avg': 5.691324953636926, 'intersection_count': 4050, 'streets_per_node_avg': 2.881104471460952, 'streets_per_node_counts': {0: 0, 1: 803, 2: 1, 3: 3062, 4: 949, 5: 35, 6: 2, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1654646610344117, 2: 0.000206058108386565, 3: 0.6309499278796621, 4: 0.1955491448588502, 5: 0.007212033793529775, 6: 0.00041211621677313, 7: 0.0, 8: 0.000206058108386565}, 'edge_length_total': 788442.2579999965, 'edge_length_avg': 57.09212585083248, 'street_length_total': 398999.1530000014, 'street_length_avg': 57.26986550882753, 'street_segments_count': 6967, 'node_density_km': 166.8488930758448, 'intersection_density_km': 139.24129753908335, 'edge_density_km': 27107.092108287467, 'street_density_km': 13717.81722980628, 'circuity_avg': 1.081111270509198, 'self_loop_proportion': 0.0023171614771904415, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.081111270509198\n", - "6010\n", - "13036930.878766935\n", - "{'n': 1606, 'm': 4441, 'k_avg': 5.530510585305106, 'intersection_count': 1285, 'streets_per_node_avg': 2.828144458281445, 'streets_per_node_counts': {0: 0, 1: 321, 2: 0, 3: 933, 4: 338, 5: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19987546699875466, 2: 0.0, 3: 0.5809464508094645, 4: 0.21046077210460773, 5: 0.008717310087173101}, 'edge_length_total': 273818.47300000075, 'edge_length_avg': 61.656940553929466, 'street_length_total': 139003.351, 'street_length_avg': 61.99971052631579, 'street_segments_count': 2242, 'node_density_km': 123.18850310203527, 'intersection_density_km': 98.56614351563843, 'edge_density_km': 21003.292534592252, 'street_density_km': 10662.27567612503, 'circuity_avg': 1.114861676294192, 'self_loop_proportion': 0.008106282368835848, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.114861676294192\n", - "6011\n", - "93285424.77158305\n", - "{'n': 25311, 'm': 67080, 'k_avg': 5.300462249614792, 'intersection_count': 19859, 'streets_per_node_avg': 2.72498123345581, 'streets_per_node_counts': {0: 0, 1: 5452, 2: 15, 3: 16016, 4: 3711, 5: 105, 6: 11, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2154004187902493, 2: 0.0005926277112717791, 3: 0.632768361581921, 4: 0.14661609576863815, 5: 0.004148393978902453, 6: 0.000434593654932638, 7: 3.950851408478527e-05}, 'edge_length_total': 3433692.9300000235, 'edge_length_avg': 51.188028175313406, 'street_length_total': 1774840.2439999937, 'street_length_avg': 51.6632777551375, 'street_segments_count': 34354, 'node_density_km': 271.3285602973459, 'intersection_density_km': 212.8842747795422, 'edge_density_km': 36808.46111177282, 'street_density_km': 19025.911586358045, 'circuity_avg': 1.0909181218412518, 'self_loop_proportion': 0.0030858676207513418, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0909181218412518\n", - "6012\n", - "10031122.92438015\n", - "{'n': 206, 'm': 488, 'k_avg': 4.737864077669903, 'intersection_count': 151, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 144, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2669902912621359, 2: 0.0, 3: 0.6990291262135923, 4: 0.03398058252427184}, 'edge_length_total': 75313.08599999995, 'edge_length_avg': 154.33009426229498, 'street_length_total': 38105.749000000025, 'street_length_avg': 151.2132896825398, 'street_segments_count': 252, 'node_density_km': 20.53608569578259, 'intersection_density_km': 15.053150194481413, 'edge_density_km': 7507.9416898536065, 'street_density_km': 3798.752072650399, 'circuity_avg': 1.1180691301951677, 'self_loop_proportion': 0.00819672131147541, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1180691301951677\n", - "6013\n", - "11031772.201125078\n", - "{'n': 204, 'm': 489, 'k_avg': 4.794117647058823, 'intersection_count': 153, 'streets_per_node_avg': 2.5784313725490198, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 137, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6715686274509803, 4: 0.0784313725490196}, 'edge_length_total': 72878.89999999998, 'edge_length_avg': 149.03660531697338, 'street_length_total': 38788.63599999998, 'street_length_avg': 150.92854474708162, 'street_segments_count': 257, 'node_density_km': 18.492042464328172, 'intersection_density_km': 13.869031848246129, 'edge_density_km': 6606.273105654539, 'street_density_km': 3516.0838433596473, 'circuity_avg': 1.0896804828020745, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0896804828020745\n", - "6014\n", - "9030230.986865297\n", - "{'n': 1226, 'm': 3367, 'k_avg': 5.492659053833605, 'intersection_count': 996, 'streets_per_node_avg': 2.804241435562806, 'streets_per_node_counts': {0: 0, 1: 230, 2: 0, 3: 779, 4: 214, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18760195758564438, 2: 0.0, 3: 0.6353996737357259, 4: 0.17455138662316477, 5: 0.0024469820554649264}, 'edge_length_total': 214194.1600000004, 'edge_length_avg': 63.61572913572926, 'street_length_total': 107931.26700000007, 'street_length_avg': 63.526349028840535, 'street_segments_count': 1699, 'node_density_km': 135.7661838089467, 'intersection_density_km': 110.29618195245588, 'edge_density_km': 23719.67675151957, 'street_density_km': 11952.215525493077, 'circuity_avg': 1.0857223414071984, 'self_loop_proportion': 0.001188001188001188, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0857223414071984\n", - "6015\n", - "48131684.65714638\n", - "{'n': 8173, 'm': 21631, 'k_avg': 5.293282760308332, 'intersection_count': 6431, 'streets_per_node_avg': 2.8136547167502752, 'streets_per_node_counts': {0: 0, 1: 1742, 2: 3, 3: 4488, 4: 1919, 5: 18, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2131408295607488, 2: 0.0003670622782332069, 3: 0.5491251682368775, 4: 0.234797503976508, 5: 0.0022023736693992414, 6: 0.0003670622782332069}, 'edge_length_total': 1212406.7469999928, 'edge_length_avg': 56.049500577874014, 'street_length_total': 653164.4350000006, 'street_length_avg': 56.92064793028328, 'street_segments_count': 11475, 'node_density_km': 169.8049851821779, 'intersection_density_km': 133.61260977689784, 'edge_density_km': 25189.3686172894, 'street_density_km': 13570.36304988385, 'circuity_avg': 1.087525550602509, 'self_loop_proportion': 0.00286625676112986, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.087525550602509\n", - "6016\n", - "12031085.457174562\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 649, 'm': 1670, 'k_avg': 5.14637904468413, 'intersection_count': 482, 'streets_per_node_avg': 2.6240369799691834, 'streets_per_node_counts': {0: 0, 1: 167, 2: 0, 3: 396, 4: 83, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2573189522342065, 2: 0.0, 3: 0.6101694915254238, 4: 0.12788906009244994, 5: 0.0030816640986132513, 6: 0.0015408320493066256}, 'edge_length_total': 182274.44799999986, 'edge_length_avg': 109.14637604790411, 'street_length_total': 91137.224, 'street_length_avg': 109.1463760479042, 'street_segments_count': 835, 'node_density_km': 53.94359489093134, 'intersection_density_km': 40.06288557385039, 'edge_density_km': 15150.29118933763, 'street_density_km': 7575.145594668821, 'circuity_avg': 1.0792365404761015, 'self_loop_proportion': 0.005988023952095809, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0792365404761015\n", - "6017\n", - "15029984.227491394\n", - "{'n': 412, 'm': 1139, 'k_avg': 5.529126213592233, 'intersection_count': 334, 'streets_per_node_avg': 2.8689320388349513, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 232, 4: 102}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18932038834951456, 2: 0.0, 3: 0.5631067961165048, 4: 0.24757281553398058}, 'edge_length_total': 167447.11799999975, 'edge_length_avg': 147.0123950834063, 'street_length_total': 83777.77200000007, 'street_length_avg': 146.97854736842118, 'street_segments_count': 570, 'node_density_km': 27.411871746771993, 'intersection_density_km': 22.222245542286032, 'edge_density_km': 11140.871172287838, 'street_density_km': 5574.042575957057, 'circuity_avg': 1.0538148107250969, 'self_loop_proportion': 0.0052677787532923615, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0538148107250969\n", - "6018\n", - "284727308.54530555\n", - "{'n': 33701, 'm': 90120, 'k_avg': 5.348209251950981, 'intersection_count': 26882, 'streets_per_node_avg': 2.779947182576185, 'streets_per_node_counts': {0: 0, 1: 6819, 2: 23, 3: 20732, 4: 6019, 5: 100, 6: 7, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2023382095486781, 2: 0.000682472330197917, 3: 0.6151746238984006, 4: 0.178600041541794, 5: 0.0029672710008605088, 6: 0.00020770897006023561, 7: 0.0, 8: 2.9672710008605084e-05}, 'edge_length_total': 7251889.718999953, 'edge_length_avg': 80.46926008655075, 'street_length_total': 3788586.958000009, 'street_length_avg': 81.15907881150808, 'street_segments_count': 46681, 'node_density_km': 118.36237336060628, 'intersection_density_km': 94.41314265688905, 'edge_density_km': 25469.59670307156, 'street_density_km': 13306.018932136158, 'circuity_avg': 1.1076812467065118, 'self_loop_proportion': 0.006857523302263648, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1076812467065118\n", - "6019\n", - "7014987.489476255\n", - "{'n': 239, 'm': 582, 'k_avg': 4.870292887029288, 'intersection_count': 170, 'streets_per_node_avg': 2.493723849372385, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 153, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28870292887029286, 2: 0.0, 3: 0.6401673640167364, 4: 0.07112970711297072}, 'edge_length_total': 79319.75200000001, 'edge_length_avg': 136.28823367697595, 'street_length_total': 39659.87600000003, 'street_length_avg': 136.28823367697606, 'street_segments_count': 291, 'node_density_km': 34.069911080888325, 'intersection_density_km': 24.233827965485418, 'edge_density_km': 11307.183671958635, 'street_density_km': 5653.591835979322, 'circuity_avg': 1.029479472001642, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029479472001642\n", - "6020\n", - "12023054.091994658\n", - "{'n': 737, 'm': 1855, 'k_avg': 5.033921302578019, 'intersection_count': 545, 'streets_per_node_avg': 2.5603799185888736, 'streets_per_node_counts': {0: 0, 1: 192, 2: 0, 3: 485, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26051560379918587, 2: 0.0, 3: 0.6580732700135685, 4: 0.0814111261872456}, 'edge_length_total': 175600.6159999999, 'edge_length_avg': 94.66340485175196, 'street_length_total': 88081.73900000006, 'street_length_avg': 94.20506844919792, 'street_segments_count': 935, 'node_density_km': 61.298900791831144, 'intersection_density_km': 45.32958063982086, 'edge_density_km': 14605.325290594885, 'street_density_km': 7326.070258525058, 'circuity_avg': 1.0668684038659144, 'self_loop_proportion': 0.00215633423180593, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0668684038659144\n", - "6021\n", - "8019362.585257307\n", - "{'n': 213, 'm': 546, 'k_avg': 5.126760563380282, 'intersection_count': 165, 'streets_per_node_avg': 2.6901408450704225, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 135, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22535211267605634, 2: 0.0, 3: 0.6338028169014085, 4: 0.14084507042253522}, 'edge_length_total': 88971.35999999993, 'edge_length_avg': 162.95120879120867, 'street_length_total': 44485.68, 'street_length_avg': 162.95120879120878, 'street_segments_count': 273, 'node_density_km': 26.560714487654725, 'intersection_density_km': 20.575201363676197, 'edge_density_km': 11094.567561212874, 'street_density_km': 5547.283780606442, 'circuity_avg': 1.025319883466273, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025319883466273\n", - "6022\n", - "10026059.173877388\n", - "{'n': 546, 'm': 1461, 'k_avg': 5.351648351648351, 'intersection_count': 442, 'streets_per_node_avg': 2.76007326007326, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 365, 4: 77}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19047619047619047, 2: 0.0, 3: 0.6684981684981685, 4: 0.14102564102564102}, 'edge_length_total': 170955.76000000018, 'edge_length_avg': 117.01284052019177, 'street_length_total': 85538.562, 'street_length_avg': 117.01581668946649, 'street_segments_count': 731, 'node_density_km': 54.45808672490059, 'intersection_density_km': 44.08511782491952, 'edge_density_km': 17051.142132236815, 'street_density_km': 8531.623493991367, 'circuity_avg': 1.0695237845436119, 'self_loop_proportion': 0.0054757015742642025, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0695237845436119\n", - "6023\n", - "11021782.076498063\n", - "{'n': 514, 'm': 1443, 'k_avg': 5.614785992217898, 'intersection_count': 422, 'streets_per_node_avg': 2.869649805447471, 'streets_per_node_counts': {0: 0, 1: 92, 2: 0, 3: 305, 4: 117}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17898832684824903, 2: 0.0, 3: 0.5933852140077821, 4: 0.22762645914396887}, 'edge_length_total': 163375.3950000001, 'edge_length_avg': 113.21926195426202, 'street_length_total': 81898.24799999998, 'street_length_avg': 112.96310068965514, 'street_segments_count': 725, 'node_density_km': 46.634926768876255, 'intersection_density_km': 38.28781925382447, 'edge_density_km': 14822.956384554935, 'street_density_km': 7430.581319025808, 'circuity_avg': 1.0439456492208792, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0439456492208792\n", - "6024\n", - "8022141.403326243\n", - "{'n': 340, 'm': 973, 'k_avg': 5.723529411764706, 'intersection_count': 308, 'streets_per_node_avg': 3.0176470588235293, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 238, 4: 70}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09411764705882353, 2: 0.0, 3: 0.7, 4: 0.20588235294117646}, 'edge_length_total': 119496.05200000021, 'edge_length_avg': 122.81197533401873, 'street_length_total': 59772.04199999998, 'street_length_avg': 122.73519917864472, 'street_segments_count': 487, 'node_density_km': 42.382698447452555, 'intersection_density_km': 38.39373859357467, 'edge_density_km': 14895.77981640329, 'street_density_km': 7450.883622571964, 'circuity_avg': 1.0391422500067922, 'self_loop_proportion': 0.0020554984583761563, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0391422500067922\n", - "6025\n", - "6015194.614898736\n", - "{'n': 183, 'm': 414, 'k_avg': 4.524590163934426, 'intersection_count': 126, 'streets_per_node_avg': 2.3934426229508197, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 123, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3114754098360656, 2: 0.0, 3: 0.6721311475409836, 4: 0.01639344262295082}, 'edge_length_total': 52161.90999999996, 'edge_length_avg': 125.99495169082115, 'street_length_total': 26080.954999999994, 'street_length_avg': 125.99495169082122, 'street_segments_count': 207, 'node_density_km': 30.422955817046454, 'intersection_density_km': 20.946953185507397, 'edge_density_km': 8671.691165370232, 'street_density_km': 4335.845582685119, 'circuity_avg': 1.0341968807112576, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0341968807112576\n", - "6026\n", - "6012572.998174351\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 222, 'm': 587, 'k_avg': 5.288288288288288, 'intersection_count': 186, 'streets_per_node_avg': 2.81981981981982, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 154, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16216216216216217, 2: 0.0, 3: 0.6936936936936937, 4: 0.14414414414414414}, 'edge_length_total': 84341.97199999997, 'edge_length_avg': 143.6830868824531, 'street_length_total': 42233.86600000001, 'street_length_avg': 143.6526054421769, 'street_segments_count': 294, 'node_density_km': 36.9226286429134, 'intersection_density_km': 30.935175349467986, 'edge_density_km': 14027.600500752247, 'street_density_km': 7024.258335462013, 'circuity_avg': 1.0435556552990795, 'self_loop_proportion': 0.0034071550255536627, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0435556552990795\n", - "6027\n", - "26067535.535262626\n", - "{'n': 1943, 'm': 5603, 'k_avg': 5.767370046320123, 'intersection_count': 1592, 'streets_per_node_avg': 2.9547092125579, 'streets_per_node_counts': {0: 0, 1: 351, 2: 0, 3: 994, 4: 584, 5: 12, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1806484817292846, 2: 0.0, 3: 0.5115800308800823, 4: 0.30056613484302624, 5: 0.006176016469377252, 6: 0.001029336078229542}, 'edge_length_total': 518049.64999999985, 'edge_length_avg': 92.45933428520432, 'street_length_total': 261874.51800000036, 'street_length_avg': 92.50247898269176, 'street_segments_count': 2831, 'node_density_km': 74.53715742984696, 'intersection_density_km': 61.07213310772843, 'edge_density_km': 19873.365063575453, 'street_density_km': 10046.00214875518, 'circuity_avg': 1.03741154756929, 'self_loop_proportion': 0.0003569516330537212, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03741154756929\n", - "6028\n", - "7014427.174991435\n", - "{'n': 304, 'm': 772, 'k_avg': 5.078947368421052, 'intersection_count': 235, 'streets_per_node_avg': 2.6447368421052633, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 205, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22697368421052633, 2: 0.0, 3: 0.6743421052631579, 4: 0.09868421052631579}, 'edge_length_total': 102746.82900000007, 'edge_length_avg': 133.09174740932653, 'street_length_total': 51610.40699999999, 'street_length_avg': 133.01651288659792, 'street_segments_count': 388, 'node_density_km': 43.33924815469642, 'intersection_density_km': 33.50237933011072, 'edge_density_km': 14647.928681378822, 'street_density_km': 7357.75077742724, 'circuity_avg': 1.0635119243476028, 'self_loop_proportion': 0.0051813471502590676, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0635119243476028\n", - "6029\n", - "8018715.846947145\n", - "{'n': 909, 'm': 2422, 'k_avg': 5.328932893289329, 'intersection_count': 682, 'streets_per_node_avg': 2.7194719471947195, 'streets_per_node_counts': {0: 0, 1: 227, 2: 0, 3: 483, 4: 199}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24972497249724973, 2: 0.0, 3: 0.5313531353135313, 4: 0.21892189218921893}, 'edge_length_total': 173734.73800000016, 'edge_length_avg': 71.73193146160204, 'street_length_total': 87709.15399999995, 'street_length_avg': 71.7163973834832, 'street_segments_count': 1223, 'node_density_km': 113.35979692385172, 'intersection_density_km': 85.05102475474902, 'edge_density_km': 21666.15469559802, 'street_density_km': 10938.0548798711, 'circuity_avg': 1.0442283496795985, 'self_loop_proportion': 0.0033030553261767133, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0442283496795985\n", - "6030\n", - "8021096.473261428\n", - "{'n': 254, 'm': 672, 'k_avg': 5.291338582677166, 'intersection_count': 207, 'streets_per_node_avg': 2.7598425196850394, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 174, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18503937007874016, 2: 0.0, 3: 0.6850393700787402, 4: 0.12992125984251968}, 'edge_length_total': 110359.87700000012, 'edge_length_avg': 164.22600744047637, 'street_length_total': 55940.44100000001, 'street_length_avg': 163.56854093567256, 'street_segments_count': 342, 'node_density_km': 31.666493583105105, 'intersection_density_km': 25.80694555788487, 'edge_density_km': 13758.702113593592, 'street_density_km': 6974.163842372323, 'circuity_avg': 1.0487029704290782, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0487029704290782\n", - "6031\n", - "8018062.421893363\n", - "{'n': 355, 'm': 866, 'k_avg': 4.878873239436619, 'intersection_count': 260, 'streets_per_node_avg': 2.543661971830986, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 232, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2676056338028169, 2: 0.0, 3: 0.6535211267605634, 4: 0.07887323943661972}, 'edge_length_total': 109472.72100000009, 'edge_length_avg': 126.41191801385692, 'street_length_total': 54889.05, 'street_length_avg': 126.47246543778803, 'street_segments_count': 434, 'node_density_km': 44.27503570322308, 'intersection_density_km': 32.42678671221972, 'edge_density_km': 13653.263748743615, 'street_density_km': 6845.6750661014, 'circuity_avg': 1.0484404367171571, 'self_loop_proportion': 0.006928406466512702, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0484404367171571\n", - "6032\n", - "7028865.03237448\n", - "{'n': 225, 'm': 549, 'k_avg': 4.88, 'intersection_count': 161, 'streets_per_node_avg': 2.511111111111111, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 144, 4: 16, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28444444444444444, 2: 0.0, 3: 0.64, 4: 0.07111111111111111, 5: 0.0044444444444444444}, 'edge_length_total': 55519.00600000004, 'edge_length_avg': 101.12751548269588, 'street_length_total': 28055.599000000013, 'street_length_avg': 101.28375090252712, 'street_segments_count': 277, 'node_density_km': 32.010857935621914, 'intersection_density_km': 22.905547233933902, 'edge_density_km': 7898.715616857519, 'street_density_km': 3991.4835283901184, 'circuity_avg': 1.1319141726077675, 'self_loop_proportion': 0.0036429872495446266, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1319141726077675\n", - "6033\n", - "6024699.156402056\n", - "{'n': 540, 'm': 1259, 'k_avg': 4.662962962962963, 'intersection_count': 367, 'streets_per_node_avg': 2.4314814814814816, 'streets_per_node_counts': {0: 0, 1: 173, 2: 0, 3: 330, 4: 36, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32037037037037036, 2: 0.0, 3: 0.6111111111111112, 4: 0.06666666666666667, 5: 0.0, 6: 0.001851851851851852}, 'edge_length_total': 97582.62899999997, 'edge_length_avg': 77.50804527402698, 'street_length_total': 49728.51400000001, 'street_length_avg': 76.7415339506173, 'street_segments_count': 648, 'node_density_km': 89.63103152232542, 'intersection_density_km': 60.91590475683968, 'edge_density_km': 16197.095733204415, 'street_density_km': 8254.107418319263, 'circuity_avg': 1.1071649236687, 'self_loop_proportion': 0.009531374106433678, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1071649236687\n", - "6034\n", - "13051120.098972866\n", - "{'n': 106, 'm': 252, 'k_avg': 4.754716981132075, 'intersection_count': 75, 'streets_per_node_avg': 2.4245283018867925, 'streets_per_node_counts': {0: 0, 1: 31, 2: 2, 3: 70, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29245283018867924, 2: 0.018867924528301886, 3: 0.660377358490566, 4: 0.02830188679245283}, 'edge_length_total': 32638.606, 'edge_length_avg': 129.51827777777777, 'street_length_total': 16508.434999999998, 'street_length_avg': 129.9876771653543, 'street_segments_count': 127, 'node_density_km': 8.12190824972504, 'intersection_density_km': 5.74663319556017, 'edge_density_km': 2500.8279559521243, 'street_density_km': 1264.9056077032978, 'circuity_avg': 1.0719376463582506, 'self_loop_proportion': 0.007936507936507936, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0719376463582506\n", - "6035\n", - "70261373.33872856\n", - "{'n': 2868, 'm': 7385, 'k_avg': 5.149930264993026, 'intersection_count': 2179, 'streets_per_node_avg': 2.6286610878661087, 'streets_per_node_counts': {0: 0, 1: 689, 2: 3, 3: 1866, 4: 305, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2402370990237099, 2: 0.0010460251046025104, 3: 0.6506276150627615, 4: 0.10634588563458856, 5: 0.001394700139470014, 6: 0.0003486750348675035}, 'edge_length_total': 684014.0979999984, 'edge_length_avg': 92.62208503723743, 'street_length_total': 346324.5819999999, 'street_length_avg': 92.35322186666663, 'street_segments_count': 3750, 'node_density_km': 40.81901425657358, 'intersection_density_km': 31.012772686566887, 'edge_density_km': 9735.279364699878, 'street_density_km': 4929.0892782635565, 'circuity_avg': 1.1083780513741686, 'self_loop_proportion': 0.005687203791469194, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1083780513741686\n", - "6036\n", - "12038998.475676853\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1040, 'm': 2997, 'k_avg': 5.763461538461539, 'intersection_count': 902, 'streets_per_node_avg': 2.960576923076923, 'streets_per_node_counts': {0: 0, 1: 138, 2: 0, 3: 668, 4: 233, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1326923076923077, 2: 0.0, 3: 0.6423076923076924, 4: 0.22403846153846155, 5: 0.0009615384615384616}, 'edge_length_total': 223360.29599999965, 'edge_length_avg': 74.52795995995984, 'street_length_total': 114489.83299999978, 'street_length_avg': 75.0753003278687, 'street_segments_count': 1525, 'node_density_km': 86.38592338899099, 'intersection_density_km': 74.92317586237488, 'edge_density_km': 18553.06290230608, 'street_density_km': 9509.913406111878, 'circuity_avg': 1.0901784027937798, 'self_loop_proportion': 0.00333667000333667, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0901784027937798\n", - "6037\n", - "16061045.150091907\n", - "{'n': 2143, 'm': 5657, 'k_avg': 5.279514699020066, 'intersection_count': 1645, 'streets_per_node_avg': 2.6705552963135792, 'streets_per_node_counts': {0: 0, 1: 498, 2: 0, 3: 1355, 4: 290}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2323845076994867, 2: 0.0, 3: 0.6322911805879609, 4: 0.1353243117125525}, 'edge_length_total': 340981.621000002, 'edge_length_avg': 60.27605108714902, 'street_length_total': 171564.49699999965, 'street_length_avg': 60.3250692686356, 'street_segments_count': 2844, 'node_density_km': 133.4284276006619, 'intersection_density_km': 102.42172813956549, 'edge_density_km': 21230.350690972984, 'street_density_km': 10682.025696130859, 'circuity_avg': 1.0478778011808654, 'self_loop_proportion': 0.0010606328442637441, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0478778011808654\n", - "6038\n", - "9032012.138519155\n", - "{'n': 224, 'm': 561, 'k_avg': 5.008928571428571, 'intersection_count': 165, 'streets_per_node_avg': 2.59375, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 139, 4: 25, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26339285714285715, 2: 0.0, 3: 0.6205357142857143, 4: 0.11160714285714286, 5: 0.004464285714285714}, 'edge_length_total': 69497.54799999997, 'edge_length_avg': 123.88154723707659, 'street_length_total': 35389.807000000015, 'street_length_avg': 124.6119964788733, 'street_segments_count': 284, 'node_density_km': 24.8006752609088, 'intersection_density_km': 18.268354544865858, 'edge_density_km': 7694.580890077773, 'street_density_km': 3918.263888184096, 'circuity_avg': 1.0868776663422692, 'self_loop_proportion': 0.0035650623885918, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0868776663422692\n", - "6039\n", - "8031227.512738128\n", - "{'n': 625, 'm': 1591, 'k_avg': 5.0912, 'intersection_count': 483, 'streets_per_node_avg': 2.5952, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 452, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2272, 2: 0.0, 3: 0.7232, 4: 0.0496}, 'edge_length_total': 140364.36700000003, 'edge_length_avg': 88.22398931489631, 'street_length_total': 70733.03099999994, 'street_length_avg': 87.64935687732336, 'street_segments_count': 807, 'node_density_km': 77.82122957028713, 'intersection_density_km': 60.14024621191789, 'edge_density_km': 17477.324204472057, 'street_density_km': 8807.25030984517, 'circuity_avg': 1.089353361051253, 'self_loop_proportion': 0.00502828409805154, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.089353361051253\n", - "6040\n", - "7029089.822996451\n", - "{'n': 119, 'm': 318, 'k_avg': 5.34453781512605, 'intersection_count': 105, 'streets_per_node_avg': 2.857142857142857, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 94, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11764705882352941, 2: 0.0, 3: 0.7899159663865546, 4: 0.09243697478991597}, 'edge_length_total': 44253.386, 'edge_length_avg': 139.16159119496854, 'street_length_total': 22491.09400000001, 'street_length_avg': 135.4885180722892, 'street_segments_count': 166, 'node_density_km': 16.92964565777467, 'intersection_density_km': 14.937922639212946, 'edge_density_km': 6295.7491103926595, 'street_density_km': 3199.7164023168248, 'circuity_avg': 1.1468295214341855, 'self_loop_proportion': 0.012578616352201259, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1468295214341855\n", - "6041\n", - "21091852.075760905\n", - "{'n': 785, 'm': 2130, 'k_avg': 5.426751592356688, 'intersection_count': 691, 'streets_per_node_avg': 2.870063694267516, 'streets_per_node_counts': {0: 0, 1: 94, 2: 5, 3: 604, 4: 78, 5: 1, 6: 1, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1197452229299363, 2: 0.006369426751592357, 3: 0.7694267515923567, 4: 0.09936305732484077, 5: 0.0012738853503184713, 6: 0.0012738853503184713, 7: 0.0025477707006369425}, 'edge_length_total': 162802.41400000016, 'edge_length_avg': 76.43305821596252, 'street_length_total': 84230.4020000001, 'street_length_avg': 75.40770098478076, 'street_segments_count': 1117, 'node_density_km': 37.21816354392769, 'intersection_density_km': 32.76146625331724, 'edge_density_km': 7718.734865730227, 'street_density_km': 3993.504301919462, 'circuity_avg': 1.079682216266025, 'self_loop_proportion': 0.0028169014084507044, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.079682216266025\n", - "6042\n", - "8034757.967905293\n", - "{'n': 1085, 'm': 3067, 'k_avg': 5.653456221198157, 'intersection_count': 940, 'streets_per_node_avg': 2.8838709677419354, 'streets_per_node_counts': {0: 0, 1: 145, 2: 0, 3: 782, 4: 152, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1336405529953917, 2: 0.0, 3: 0.7207373271889401, 4: 0.1400921658986175, 5: 0.005529953917050691}, 'edge_length_total': 201483.06599999891, 'edge_length_avg': 65.69385914574467, 'street_length_total': 101715.36400000007, 'street_length_avg': 65.66518011620406, 'street_segments_count': 1549, 'node_density_km': 135.03829291859375, 'intersection_density_km': 116.99170077739919, 'edge_density_km': 25076.43252040941, 'street_density_km': 12659.418542076863, 'circuity_avg': 1.0834511864852354, 'self_loop_proportion': 0.0006521030322791001, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0834511864852354\n", - "6043\n", - "10043903.176955666\n", - "{'n': 82, 'm': 211, 'k_avg': 5.146341463414634, 'intersection_count': 68, 'streets_per_node_avg': 2.731707317073171, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 62, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17073170731707318, 2: 0.0, 3: 0.7560975609756098, 4: 0.07317073170731707}, 'edge_length_total': 26035.177000000003, 'edge_length_avg': 123.38946445497632, 'street_length_total': 13107.526999999993, 'street_length_avg': 122.50025233644853, 'street_segments_count': 107, 'node_density_km': 8.164156758115466, 'intersection_density_km': 6.770276335998191, 'edge_density_km': 2592.137393332712, 'street_density_km': 1305.0232334052546, 'circuity_avg': 1.0632639604305132, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0632639604305132\n", - "6044\n", - "5020994.914530699\n", - "{'n': 8, 'm': 16, 'k_avg': 4.0, 'intersection_count': 7, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.875}, 'edge_length_total': 11486.401999999996, 'edge_length_avg': 717.9001249999998, 'street_length_total': 5743.201, 'street_length_avg': 717.900125, 'street_segments_count': 8, 'node_density_km': 1.593309719722698, 'intersection_density_km': 1.3941460047573606, 'edge_density_km': 2287.6744939052787, 'street_density_km': 1143.8372469526398, 'circuity_avg': 1.2003690619220313, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2003690619220313\n", - "6045\n", - "5020876.73034803\n", - "{'n': 25, 'm': 58, 'k_avg': 4.64, 'intersection_count': 18, 'streets_per_node_avg': 2.48, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 17, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28, 2: 0.0, 3: 0.68, 4: 0.04}, 'edge_length_total': 8552.220000000001, 'edge_length_avg': 147.45206896551727, 'street_length_total': 4276.11, 'street_length_avg': 147.45206896551724, 'street_segments_count': 29, 'node_density_km': 4.979210074784506, 'intersection_density_km': 3.585031253844844, 'edge_density_km': 1703.331999430942, 'street_density_km': 851.6659997154708, 'circuity_avg': 1.1232439171950261, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1232439171950261\n", - "6046\n", - "9037718.519484492\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 93, 'm': 222, 'k_avg': 4.774193548387097, 'intersection_count': 66, 'streets_per_node_avg': 2.5161290322580645, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 57, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2903225806451613, 2: 0.0, 3: 0.6129032258064516, 4: 0.0967741935483871}, 'edge_length_total': 56412.06799999998, 'edge_length_avg': 254.1084144144143, 'street_length_total': 28206.034000000018, 'street_length_avg': 254.10841441441457, 'street_segments_count': 111, 'node_density_km': 10.29020762258755, 'intersection_density_km': 7.302727990223423, 'edge_density_km': 6241.8483025755595, 'street_density_km': 3120.924151287783, 'circuity_avg': 1.158921174607831, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.158921174607831\n", - "6047\n", - "42176978.80226952\n", - "{'n': 3432, 'm': 9373, 'k_avg': 5.462121212121212, 'intersection_count': 3012, 'streets_per_node_avg': 2.983100233100233, 'streets_per_node_counts': {0: 0, 1: 420, 2: 2, 3: 2251, 4: 735, 5: 23, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12237762237762238, 2: 0.0005827505827505828, 3: 0.6558857808857809, 4: 0.21416083916083917, 5: 0.006701631701631702, 6: 0.0002913752913752914}, 'edge_length_total': 654702.9250000038, 'edge_length_avg': 69.84987997439494, 'street_length_total': 347802.44800000044, 'street_length_avg': 68.15646639231834, 'street_segments_count': 5103, 'node_density_km': 81.37140443580863, 'intersection_density_km': 71.41336543142644, 'edge_density_km': 15522.75538912651, 'street_density_km': 8246.26272143716, 'circuity_avg': 1.1184061844455757, 'self_loop_proportion': 0.004267577083111064, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1184061844455757\n", - "6048\n", - "7020257.984847923\n", - "{'n': 310, 'm': 756, 'k_avg': 4.877419354838709, 'intersection_count': 220, 'streets_per_node_avg': 2.47741935483871, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 202, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2903225806451613, 2: 0.0, 3: 0.6516129032258065, 4: 0.05806451612903226}, 'edge_length_total': 59298.48800000002, 'edge_length_avg': 78.43715343915346, 'street_length_total': 29649.244000000024, 'street_length_avg': 78.4371534391535, 'street_segments_count': 378, 'node_density_km': 44.1579213568909, 'intersection_density_km': 31.337879672632255, 'edge_density_km': 8446.767644150128, 'street_density_km': 4223.383822075066, 'circuity_avg': 1.1533915397478813, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1533915397478813\n", - "6049\n", - "6016970.869587189\n", - "{'n': 933, 'm': 2599, 'k_avg': 5.571275455519829, 'intersection_count': 766, 'streets_per_node_avg': 2.819935691318328, 'streets_per_node_counts': {0: 0, 1: 167, 2: 0, 3: 605, 4: 156, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1789924973204716, 2: 0.0, 3: 0.6484458735262594, 4: 0.16720257234726688, 5: 0.0053590568060021436}, 'edge_length_total': 139360.07900000032, 'edge_length_avg': 53.62065371296665, 'street_length_total': 69787.79200000007, 'street_length_avg': 53.641654112221424, 'street_segments_count': 1301, 'node_density_km': 155.06141216602086, 'intersection_density_km': 127.30658276438582, 'edge_density_km': 23161.168970319697, 'street_density_km': 11598.49258249576, 'circuity_avg': 1.0933266829186483, 'self_loop_proportion': 0.003847633705271258, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0933266829186483\n", - "6050\n", - "7021898.768539908\n", - "{'n': 729, 'm': 1881, 'k_avg': 5.160493827160494, 'intersection_count': 565, 'streets_per_node_avg': 2.615912208504801, 'streets_per_node_counts': {0: 0, 1: 164, 2: 0, 3: 519, 4: 44, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22496570644718794, 2: 0.0, 3: 0.7119341563786008, 4: 0.06035665294924554, 5: 0.0027434842249657062}, 'edge_length_total': 119006.07699999996, 'edge_length_avg': 63.26745188729397, 'street_length_total': 59907.16800000004, 'street_length_avg': 63.12662592202322, 'street_segments_count': 949, 'node_density_km': 103.81807314940599, 'intersection_density_km': 80.46256698136403, 'edge_density_km': 16947.848569560818, 'street_density_km': 8531.477022767844, 'circuity_avg': 1.0912513896794152, 'self_loop_proportion': 0.00531632110579479, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0912513896794152\n", - "6051\n", - "13044385.85311687\n", - "{'n': 646, 'm': 1477, 'k_avg': 4.572755417956657, 'intersection_count': 432, 'streets_per_node_avg': 2.373065015479876, 'streets_per_node_counts': {0: 0, 1: 214, 2: 0, 3: 410, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.33126934984520123, 2: 0.0, 3: 0.6346749226006192, 4: 0.032507739938080496, 5: 0.0015479876160990713}, 'edge_length_total': 137782.8640000002, 'edge_length_avg': 93.28562220717684, 'street_length_total': 69972.62499999997, 'street_length_avg': 91.94825886990797, 'street_segments_count': 761, 'node_density_km': 49.52322073834105, 'intersection_density_km': 33.11769560211042, 'edge_density_km': 10562.617937821726, 'street_density_km': 5364.1946648856965, 'circuity_avg': 1.119784044311436, 'self_loop_proportion': 0.005416384563303994, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.119784044311436\n", - "6052\n", - "5015450.7836536495\n", - "{'n': 145, 'm': 368, 'k_avg': 5.075862068965518, 'intersection_count': 113, 'streets_per_node_avg': 2.593103448275862, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 108, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2206896551724138, 2: 0.0, 3: 0.7448275862068966, 4: 0.034482758620689655}, 'edge_length_total': 45097.72799999998, 'edge_length_avg': 122.54817391304343, 'street_length_total': 22548.864000000012, 'street_length_avg': 122.54817391304354, 'street_segments_count': 184, 'node_density_km': 28.91066152469959, 'intersection_density_km': 22.53037760200727, 'edge_density_km': 8991.75965338598, 'street_density_km': 4495.879826692994, 'circuity_avg': 1.0611137085672988, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0611137085672988\n", - "6053\n", - "7022611.038606059\n", - "{'n': 710, 'm': 1836, 'k_avg': 5.171830985915493, 'intersection_count': 542, 'streets_per_node_avg': 2.715492957746479, 'streets_per_node_counts': {0: 0, 1: 168, 2: 0, 3: 414, 4: 122, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23661971830985915, 2: 0.0, 3: 0.5830985915492958, 4: 0.17183098591549295, 5: 0.008450704225352112}, 'edge_length_total': 150674.42200000046, 'edge_length_avg': 82.06667864923772, 'street_length_total': 76479.06299999978, 'street_length_avg': 80.93022539682516, 'street_segments_count': 945, 'node_density_km': 101.10199697759855, 'intersection_density_km': 77.17927093219495, 'edge_density_km': 21455.61261640205, 'street_density_km': 10890.402811655698, 'circuity_avg': 1.039881688512744, 'self_loop_proportion': 0.0010893246187363835, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039881688512744\n", - "6054\n", - "5014778.588472685\n", - "{'n': 1745, 'm': 4708, 'k_avg': 5.395988538681949, 'intersection_count': 1386, 'streets_per_node_avg': 2.7363896848137537, 'streets_per_node_counts': {0: 0, 1: 359, 2: 3, 3: 1128, 4: 250, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20573065902578797, 2: 0.0017191977077363897, 3: 0.6464183381088825, 4: 0.14326647564469913, 5: 0.002292263610315186, 6: 0.0005730659025787965}, 'edge_length_total': 213876.7270000001, 'edge_length_avg': 45.42836172472389, 'street_length_total': 107238.45199999995, 'street_length_avg': 45.38233262801521, 'street_segments_count': 2363, 'node_density_km': 347.97149449652215, 'intersection_density_km': 276.38308961156434, 'edge_density_km': 42649.28615026631, 'street_density_km': 21384.48390254071, 'circuity_avg': 1.0702065460168315, 'self_loop_proportion': 0.0016992353440951572, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0702065460168315\n", - "6055\n", - "16054865.634916838\n", - "error with entry 6055\n", - "6056\n", - "4012279.686823059\n", - "{'n': 27, 'm': 60, 'k_avg': 4.444444444444445, 'intersection_count': 20, 'streets_per_node_avg': 2.5555555555555554, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 18, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25925925925925924, 2: 0.0, 3: 0.6666666666666666, 4: 0.07407407407407407}, 'edge_length_total': 13992.745999999994, 'edge_length_avg': 233.21243333333322, 'street_length_total': 6996.373, 'street_length_avg': 233.2124333333333, 'street_segments_count': 30, 'node_density_km': 6.7293414486213745, 'intersection_density_km': 4.984697369349166, 'edge_density_km': 3487.4802088085517, 'street_density_km': 1743.7401044042765, 'circuity_avg': 1.1393375854962617, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1393375854962617\n", - "6057\n", - "6021235.318769569\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 369, 'm': 931, 'k_avg': 5.046070460704607, 'intersection_count': 283, 'streets_per_node_avg': 2.5826558265582658, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 265, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23306233062330622, 2: 0.0, 3: 0.7181571815718157, 4: 0.04878048780487805}, 'edge_length_total': 80274.47599999998, 'edge_length_avg': 86.22392696025777, 'street_length_total': 40392.41700000002, 'street_length_avg': 86.30858333333339, 'street_segments_count': 468, 'node_density_km': 61.2831056194968, 'intersection_density_km': 47.00032219598265, 'edge_density_km': 13331.894827256803, 'street_density_km': 6708.327255386883, 'circuity_avg': 1.116300673141392, 'self_loop_proportion': 0.004296455424274973, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.116300673141392\n", - "6058\n", - "8026328.147583801\n", - "{'n': 322, 'm': 904, 'k_avg': 5.614906832298137, 'intersection_count': 277, 'streets_per_node_avg': 2.888198757763975, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 224, 4: 52, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13975155279503104, 2: 0.0, 3: 0.6956521739130435, 4: 0.16149068322981366, 5: 0.003105590062111801}, 'edge_length_total': 77504.8319999999, 'edge_length_avg': 85.73543362831846, 'street_length_total': 38752.41599999999, 'street_length_avg': 85.73543362831856, 'street_segments_count': 452, 'node_density_km': 40.11797101728678, 'intersection_density_km': 34.5114222726349, 'edge_density_km': 9656.32485675676, 'street_density_km': 4828.162428378385, 'circuity_avg': 1.1052613535911207, 'self_loop_proportion': 0.004424778761061947, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1052613535911207\n", - "6059\n", - "30095931.664945666\n", - "{'n': 4083, 'm': 11657, 'k_avg': 5.710017144256674, 'intersection_count': 3494, 'streets_per_node_avg': 2.893950526573598, 'streets_per_node_counts': {0: 0, 1: 589, 2: 0, 3: 2769, 4: 707, 5: 16, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14425667401420525, 2: 0.0, 3: 0.6781778104335048, 4: 0.17315699240754348, 5: 0.0039186872397746755, 6: 0.0004898359049718344}, 'edge_length_total': 739646.2360000014, 'edge_length_avg': 63.45082233850917, 'street_length_total': 372630.0350000005, 'street_length_avg': 63.34013853476126, 'street_segments_count': 5883, 'node_density_km': 135.66617725796098, 'intersection_density_km': 116.09542575050592, 'edge_density_km': 24576.28639758997, 'street_density_km': 12381.408861119344, 'circuity_avg': 1.098547359449447, 'self_loop_proportion': 0.00463240971090332, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.098547359449447\n", - "6060\n", - "8025927.021519759\n", - "{'n': 23, 'm': 44, 'k_avg': 3.8260869565217392, 'intersection_count': 14, 'streets_per_node_avg': 2.217391304347826, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.391304347826087, 2: 0.0, 3: 0.6086956521739131}, 'edge_length_total': 18559.101999999995, 'edge_length_avg': 421.7977727272726, 'street_length_total': 9279.551, 'street_length_avg': 421.79777272727273, 'street_segments_count': 22, 'node_density_km': 2.865712576046425, 'intersection_density_km': 1.744346785419563, 'edge_density_km': 2312.393565283841, 'street_density_km': 1156.1967826419207, 'circuity_avg': 1.049626858205209, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049626858205209\n", - "6061\n", - "10033186.005241992\n", - "{'n': 1871, 'm': 5250, 'k_avg': 5.611972207375735, 'intersection_count': 1556, 'streets_per_node_avg': 2.845002672367718, 'streets_per_node_counts': {0: 0, 1: 315, 2: 0, 3: 1220, 4: 333, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16835916622127206, 2: 0.0, 3: 0.6520577231427044, 4: 0.17797969000534475, 5: 0.0010689470871191875, 6: 0.0005344735435595938}, 'edge_length_total': 271912.41999999934, 'edge_length_avg': 51.79284190476178, 'street_length_total': 137217.45900000015, 'street_length_avg': 51.76064089023016, 'street_segments_count': 2651, 'node_density_km': 186.48114357916492, 'intersection_density_km': 155.0853337301874, 'edge_density_km': 27101.303599667594, 'street_density_km': 13676.359526107537, 'circuity_avg': 1.078534941623479, 'self_loop_proportion': 0.0034285714285714284, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078534941623479\n", - "6062\n", - "15045064.39915036\n", - "{'n': 1414, 'm': 3591, 'k_avg': 5.079207920792079, 'intersection_count': 1095, 'streets_per_node_avg': 2.66973125884017, 'streets_per_node_counts': {0: 0, 1: 319, 2: 0, 3: 925, 4: 169, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2256011315417256, 2: 0.0, 3: 0.6541725601131542, 4: 0.11951909476661952, 5: 0.0007072135785007072}, 'edge_length_total': 236291.19599999965, 'edge_length_avg': 65.80094569757718, 'street_length_total': 121503.44000000018, 'street_length_avg': 65.14929758713146, 'street_segments_count': 1865, 'node_density_km': 93.98431023531231, 'intersection_density_km': 72.78134349905727, 'edge_density_km': 15705.56228482104, 'street_density_km': 8075.966760691422, 'circuity_avg': 1.0671863992733828, 'self_loop_proportion': 0.003898635477582846, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0671863992733828\n", - "6063\n", - "16050093.18294213\n", - "{'n': 2889, 'm': 8048, 'k_avg': 5.571478020076151, 'intersection_count': 2430, 'streets_per_node_avg': 2.8698511595707856, 'streets_per_node_counts': {0: 0, 1: 459, 2: 1, 3: 1905, 4: 509, 5: 12, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1588785046728972, 2: 0.00034614053305642093, 3: 0.6593977154724818, 4: 0.17618553132571824, 5: 0.004153686396677051, 6: 0.0006922810661128419, 7: 0.00034614053305642093}, 'edge_length_total': 425373.2369999987, 'edge_length_avg': 52.85452746023841, 'street_length_total': 217217.99700000044, 'street_length_avg': 53.04468791208802, 'street_segments_count': 4095, 'node_density_km': 179.9989549637256, 'intersection_density_km': 151.4009901564047, 'edge_density_km': 26502.851550549305, 'street_density_km': 13533.753014646509, 'circuity_avg': 1.0559707144318458, 'self_loop_proportion': 0.0022365805168986083, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0559707144318458\n", - "6064\n", - "6013037.029288844\n", - "{'n': 241, 'm': 667, 'k_avg': 5.535269709543568, 'intersection_count': 198, 'streets_per_node_avg': 2.896265560165975, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 138, 4: 59, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17842323651452283, 2: 0.0, 3: 0.5726141078838174, 4: 0.24481327800829875, 5: 0.004149377593360996}, 'edge_length_total': 90372.59300000008, 'edge_length_avg': 135.4911439280361, 'street_length_total': 45451.39400000001, 'street_length_avg': 135.67580298507465, 'street_segments_count': 335, 'node_density_km': 40.079580223124424, 'intersection_density_km': 32.92845180157111, 'edge_density_km': 15029.44228678538, 'street_density_km': 7558.80826587484, 'circuity_avg': 1.0232346013563198, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0232346013563198\n", - "6065\n", - "9014812.816368168\n", - "{'n': 584, 'm': 1602, 'k_avg': 5.486301369863014, 'intersection_count': 471, 'streets_per_node_avg': 2.839041095890411, 'streets_per_node_counts': {0: 0, 1: 113, 2: 0, 3: 341, 4: 128, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1934931506849315, 2: 0.0, 3: 0.583904109589041, 4: 0.2191780821917808, 5: 0.003424657534246575}, 'edge_length_total': 167561.17899999983, 'edge_length_avg': 104.59499313358292, 'street_length_total': 83974.49900000001, 'street_length_avg': 104.44589427860699, 'street_segments_count': 804, 'node_density_km': 64.78226579920029, 'intersection_density_km': 52.24734108120434, 'edge_density_km': 18587.316499324257, 'street_density_km': 9315.168346871025, 'circuity_avg': 1.0450475664963734, 'self_loop_proportion': 0.0024968789013732834, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0450475664963734\n", - "6066\n", - "9016607.60581399\n", - "{'n': 449, 'm': 1166, 'k_avg': 5.193763919821826, 'intersection_count': 379, 'streets_per_node_avg': 2.7861915367483294, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 336, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.155902004454343, 2: 0.0, 3: 0.7483296213808464, 4: 0.0935412026726058, 5: 0.0022271714922048997}, 'edge_length_total': 130188.89100000006, 'edge_length_avg': 111.65428044596918, 'street_length_total': 67114.43799999992, 'street_length_avg': 109.84359738134194, 'street_segments_count': 611, 'node_density_km': 49.79699900775107, 'intersection_density_km': 42.03354704663175, 'edge_density_km': 14438.788587855714, 'street_density_km': 7443.424504436006, 'circuity_avg': 1.0825517014781996, 'self_loop_proportion': 0.004288164665523156, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0825517014781996\n", - "6067\n", - "12019723.801204344\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 199, 'm': 540, 'k_avg': 5.42713567839196, 'intersection_count': 169, 'streets_per_node_avg': 2.8542713567839195, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 138, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1507537688442211, 2: 0.0, 3: 0.6934673366834171, 4: 0.15577889447236182}, 'edge_length_total': 100680.38600000003, 'edge_length_avg': 186.4451592592593, 'street_length_total': 50340.19300000002, 'street_length_avg': 186.44515925925933, 'street_segments_count': 270, 'node_density_km': 16.556120863614247, 'intersection_density_km': 14.06022324598396, 'edge_density_km': 8376.26451864993, 'street_density_km': 4188.132259324966, 'circuity_avg': 1.0412286269731443, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0412286269731443\n", - "6068\n", - "8014621.024736337\n", - "{'n': 184, 'm': 509, 'k_avg': 5.532608695652174, 'intersection_count': 161, 'streets_per_node_avg': 2.9565217391304346, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 123, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.6684782608695652, 4: 0.20652173913043478}, 'edge_length_total': 88396.13099999996, 'edge_length_avg': 173.6662691552062, 'street_length_total': 44801.438000000024, 'street_length_avg': 172.97852509652517, 'street_segments_count': 259, 'node_density_km': 22.958041238893536, 'intersection_density_km': 20.088286084031843, 'edge_density_km': 11029.358809003448, 'street_density_km': 5589.96337590072, 'circuity_avg': 1.0729582836472884, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0729582836472884\n", - "6069\n", - "10016973.154007738\n", - "{'n': 636, 'm': 1715, 'k_avg': 5.3930817610062896, 'intersection_count': 501, 'streets_per_node_avg': 2.742138364779874, 'streets_per_node_counts': {0: 0, 1: 135, 2: 0, 3: 395, 4: 106}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21226415094339623, 2: 0.0, 3: 0.6210691823899371, 4: 0.16666666666666666}, 'edge_length_total': 164479.73700000014, 'edge_length_avg': 95.906552186589, 'street_length_total': 82253.93200000004, 'street_length_avg': 95.86705361305367, 'street_segments_count': 858, 'node_density_km': 63.49223365398955, 'intersection_density_km': 50.01510858592573, 'edge_density_km': 16420.10360526849, 'street_density_km': 8211.45576965939, 'circuity_avg': 1.0400541998630468, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0400541998630468\n", - "6070\n", - "16027562.942635924\n", - "{'n': 659, 'm': 1799, 'k_avg': 5.4597875569044, 'intersection_count': 534, 'streets_per_node_avg': 2.8300455235204858, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 398, 4: 134, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18968133535660092, 2: 0.0, 3: 0.6039453717754173, 4: 0.20333839150227617, 5: 0.0030349013657056147}, 'edge_length_total': 255884.87900000034, 'edge_length_avg': 142.23728682601464, 'street_length_total': 128277.54100000003, 'street_length_avg': 141.27482488986786, 'street_segments_count': 908, 'node_density_km': 41.116668975727606, 'intersection_density_km': 33.31760429899627, 'edge_density_km': 15965.301768948599, 'street_density_km': 8003.558710648448, 'circuity_avg': 1.0379022223590033, 'self_loop_proportion': 0.0011117287381878821, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0379022223590033\n", - "6071\n", - "8013820.86616295\n", - "{'n': 144, 'm': 354, 'k_avg': 4.916666666666667, 'intersection_count': 116, 'streets_per_node_avg': 2.7430555555555554, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 97, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19444444444444445, 2: 0.0, 3: 0.6736111111111112, 4: 0.13194444444444445}, 'edge_length_total': 51163.13199999999, 'edge_length_avg': 144.52862146892653, 'street_length_total': 28307.89099999998, 'street_length_avg': 153.01562702702694, 'street_segments_count': 185, 'node_density_km': 17.96895668182658, 'intersection_density_km': 14.474992882582521, 'edge_density_km': 6384.361823712326, 'street_density_km': 3532.3837995338063, 'circuity_avg': 1.0891500773429572, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0891500773429572\n", - "6072\n", - "8014239.74449285\n", - "{'n': 329, 'm': 946, 'k_avg': 5.750759878419453, 'intersection_count': 269, 'streets_per_node_avg': 2.975683890577508, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 157, 4: 112}, 'streets_per_node_proportion': {0: 0.0, 1: 0.182370820668693, 2: 0.0, 3: 0.47720364741641336, 4: 0.3404255319148936}, 'edge_length_total': 131469.80000000013, 'edge_length_avg': 138.9744186046513, 'street_length_total': 65734.90000000004, 'street_length_avg': 138.97441860465125, 'street_segments_count': 473, 'node_density_km': 41.05192887773031, 'intersection_density_km': 33.565254918265815, 'edge_density_km': 16404.525468600103, 'street_density_km': 8202.262734300048, 'circuity_avg': 1.0328167730196303, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0328167730196303\n", - "6073\n", - "6009504.310965793\n", - "{'n': 249, 'm': 638, 'k_avg': 5.124497991967871, 'intersection_count': 190, 'streets_per_node_avg': 2.6586345381526106, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 157, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23694779116465864, 2: 0.0, 3: 0.6305220883534136, 4: 0.13253012048192772}, 'edge_length_total': 80557.80799999999, 'edge_length_avg': 126.26615673981189, 'street_length_total': 40278.90399999998, 'street_length_avg': 126.26615673981185, 'street_segments_count': 319, 'node_density_km': 41.43436581710064, 'intersection_density_km': 31.616584358430206, 'edge_density_km': 13405.067012432755, 'street_density_km': 6702.533506216375, 'circuity_avg': 1.0391778587134985, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0391778587134985\n", - "6074\n", - "6010881.019207839\n", - "{'n': 119, 'm': 322, 'k_avg': 5.411764705882353, 'intersection_count': 102, 'streets_per_node_avg': 2.899159663865546, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 81, 4: 20, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.680672268907563, 4: 0.16806722689075632, 5: 0.008403361344537815}, 'edge_length_total': 51542.15999999993, 'edge_length_avg': 160.06881987577617, 'street_length_total': 25771.079999999976, 'street_length_avg': 160.06881987577626, 'street_segments_count': 161, 'node_density_km': 19.797430629509073, 'intersection_density_km': 16.96922625386492, 'edge_density_km': 8574.80955542064, 'street_density_km': 4287.4047777103215, 'circuity_avg': 1.0166758832853746, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0166758832853746\n", - "6075\n", - "12025441.964286353\n", - "{'n': 447, 'm': 1302, 'k_avg': 5.825503355704698, 'intersection_count': 382, 'streets_per_node_avg': 2.975391498881432, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 263, 4: 119}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14541387024608501, 2: 0.0, 3: 0.5883668903803132, 4: 0.2662192393736018}, 'edge_length_total': 184694.73800000007, 'edge_length_avg': 141.85463748079883, 'street_length_total': 92347.36900000004, 'street_length_avg': 141.85463748079883, 'street_segments_count': 651, 'node_density_km': 37.171190990528146, 'intersection_density_km': 31.765984246939045, 'edge_density_km': 15358.665282200356, 'street_density_km': 7679.332641100178, 'circuity_avg': 1.0248663429809821, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0248663429809821\n", - "6076\n", - "10021198.48002941\n", - "{'n': 426, 'm': 1114, 'k_avg': 5.230046948356808, 'intersection_count': 349, 'streets_per_node_avg': 2.732394366197183, 'streets_per_node_counts': {0: 0, 1: 77, 2: 2, 3: 306, 4: 40, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1807511737089202, 2: 0.004694835680751174, 3: 0.7183098591549296, 4: 0.09389671361502347, 5: 0.002347417840375587}, 'edge_length_total': 141861.50600000005, 'edge_length_avg': 127.34426032315983, 'street_length_total': 71226.10600000001, 'street_length_avg': 126.9627557932264, 'street_segments_count': 561, 'node_density_km': 42.509885504108865, 'intersection_density_km': 34.826173805009375, 'edge_density_km': 14156.141731221725, 'street_density_km': 7107.543687707798, 'circuity_avg': 1.061770713529751, 'self_loop_proportion': 0.00718132854578097, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061770713529751\n", - "6077\n", - "7011263.193463741\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 430, 'm': 1196, 'k_avg': 5.562790697674418, 'intersection_count': 368, 'streets_per_node_avg': 2.855813953488372, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 309, 4: 57, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14418604651162792, 2: 0.0, 3: 0.7186046511627907, 4: 0.1325581395348837, 5: 0.002325581395348837, 6: 0.002325581395348837}, 'edge_length_total': 127888.01000000005, 'edge_length_avg': 106.92977424749168, 'street_length_total': 63944.00499999997, 'street_length_avg': 106.92977424749158, 'street_segments_count': 598, 'node_density_km': 61.32988994064124, 'intersection_density_km': 52.48697557710692, 'edge_density_km': 18240.36646052937, 'street_density_km': 9120.183230264676, 'circuity_avg': 1.0330634294482957, 'self_loop_proportion': 0.0016722408026755853, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0330634294482957\n", - "6078\n", - "12028183.286145993\n", - "{'n': 278, 'm': 714, 'k_avg': 5.136690647482014, 'intersection_count': 213, 'streets_per_node_avg': 2.679856115107914, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 174, 4: 38, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23381294964028776, 2: 0.0, 3: 0.6258992805755396, 4: 0.1366906474820144, 5: 0.0, 6: 0.0035971223021582736}, 'edge_length_total': 121221.46400000004, 'edge_length_avg': 169.77796078431376, 'street_length_total': 61321.981999999996, 'street_length_avg': 169.86698614958448, 'street_segments_count': 361, 'node_density_km': 23.11238475391368, 'intersection_density_km': 17.708409901379905, 'edge_density_km': 10078.119123743514, 'street_density_km': 5098.191517469673, 'circuity_avg': 1.0365570274732205, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0365570274732205\n", - "6079\n", - "158334461.8129739\n", - "error with entry 6079\n", - "6080\n", - "8018456.442281716\n", - "{'n': 335, 'm': 961, 'k_avg': 5.737313432835821, 'intersection_count': 291, 'streets_per_node_avg': 3.023880597014925, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 195, 4: 96}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13134328358208955, 2: 0.0, 3: 0.582089552238806, 4: 0.2865671641791045}, 'edge_length_total': 121382.5, 'edge_length_avg': 126.30853277835588, 'street_length_total': 60936.40999999998, 'street_length_avg': 126.42408713692942, 'street_segments_count': 482, 'node_density_km': 41.778614426777764, 'intersection_density_km': 36.291274024454715, 'edge_density_km': 15137.888554204035, 'street_density_km': 7599.518740125504, 'circuity_avg': 1.0331416883716986, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0331416883716986\n", - "6081\n", - "8014243.761573268\n", - "{'n': 438, 'm': 1140, 'k_avg': 5.205479452054795, 'intersection_count': 344, 'streets_per_node_avg': 2.671232876712329, 'streets_per_node_counts': {0: 0, 1: 94, 2: 1, 3: 299, 4: 43, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2146118721461187, 2: 0.00228310502283105, 3: 0.682648401826484, 4: 0.09817351598173515, 5: 0.00228310502283105}, 'edge_length_total': 107444.27399999976, 'edge_length_avg': 94.24936315789452, 'street_length_total': 53789.249000000054, 'street_length_avg': 94.0371486013987, 'street_segments_count': 572, 'node_density_km': 54.65269250981912, 'intersection_density_km': 42.92357585246068, 'edge_density_km': 13406.664084161506, 'street_density_km': 6711.706132262782, 'circuity_avg': 1.0584911715526464, 'self_loop_proportion': 0.0017543859649122807, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0584911715526464\n", - "6082\n", - "8016484.429853294\n", - "{'n': 298, 'm': 776, 'k_avg': 5.208053691275167, 'intersection_count': 231, 'streets_per_node_avg': 2.6711409395973154, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 195, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22483221476510068, 2: 0.0, 3: 0.6543624161073825, 4: 0.12080536912751678}, 'edge_length_total': 89200.73399999982, 'edge_length_avg': 114.94939948453586, 'street_length_total': 44600.367000000035, 'street_length_avg': 114.94939948453617, 'street_segments_count': 388, 'node_density_km': 37.173402207363054, 'intersection_density_km': 28.815623858727736, 'edge_density_km': 11127.16363145637, 'street_density_km': 5563.5818157282, 'circuity_avg': 1.0407406400184886, 'self_loop_proportion': 0.007731958762886598, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407406400184886\n", - "6083\n", - "7011811.992232061\n", - "{'n': 273, 'm': 680, 'k_avg': 4.981684981684982, 'intersection_count': 207, 'streets_per_node_avg': 2.6336996336996337, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 175, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24175824175824176, 2: 0.0, 3: 0.6410256410256411, 4: 0.11721611721611722}, 'edge_length_total': 95351.7310000001, 'edge_length_avg': 140.22313382352957, 'street_length_total': 47854.08700000001, 'street_length_avg': 140.3345659824047, 'street_segments_count': 341, 'node_density_km': 38.93430119096737, 'intersection_density_km': 29.52161299095328, 'edge_density_km': 13598.728988403313, 'street_density_km': 6824.781818596177, 'circuity_avg': 1.0635670982912333, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0635670982912333\n", - "6084\n", - "44075972.47249136\n", - "{'n': 5996, 'm': 14732, 'k_avg': 4.913942628418946, 'intersection_count': 4090, 'streets_per_node_avg': 2.485657104736491, 'streets_per_node_counts': {0: 0, 1: 1906, 2: 0, 3: 3368, 4: 716, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3178785857238159, 2: 0.0, 3: 0.561707805203469, 4: 0.11941294196130754, 5: 0.0010006671114076052}, 'edge_length_total': 905992.7080000088, 'edge_length_avg': 61.498283193049744, 'street_length_total': 457100.1400000003, 'street_length_avg': 61.72858068872387, 'street_segments_count': 7405, 'node_density_km': 136.03783793408564, 'intersection_density_km': 92.79432240667283, 'edge_density_km': 20555.251697860003, 'street_density_km': 10370.732949460958, 'circuity_avg': 1.070865681462399, 'self_loop_proportion': 0.0009503122454520771, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.070865681462399\n", - "6085\n", - "14023558.993139861\n", - "{'n': 804, 'm': 2340, 'k_avg': 5.82089552238806, 'intersection_count': 693, 'streets_per_node_avg': 3.0460199004975124, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 437, 4: 254, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13805970149253732, 2: 0.0, 3: 0.5435323383084577, 4: 0.31592039800995025, 5: 0.0012437810945273632, 6: 0.0012437810945273632}, 'edge_length_total': 278201.1039999993, 'edge_length_avg': 118.88936068376039, 'street_length_total': 140351.9319999999, 'street_length_avg': 117.94279999999992, 'street_segments_count': 1190, 'node_density_km': 57.33209382820054, 'intersection_density_km': 49.41684206833703, 'edge_density_km': 19838.1241264141, 'street_density_km': 10008.29618705624, 'circuity_avg': 1.0429198814379486, 'self_loop_proportion': 0.0017094017094017094, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0429198814379486\n", - "6086\n", - "20037799.363391165\n", - "{'n': 755, 'm': 2223, 'k_avg': 5.888741721854305, 'intersection_count': 637, 'streets_per_node_avg': 2.986754966887417, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 412, 4: 224, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1562913907284768, 2: 0.0, 3: 0.5456953642384106, 4: 0.29668874172185433, 5: 0.0013245033112582781}, 'edge_length_total': 320372.092000001, 'edge_length_avg': 144.117000449843, 'street_length_total': 160397.49399999992, 'street_length_avg': 144.11275292003586, 'street_segments_count': 1113, 'node_density_km': 37.67878828946539, 'intersection_density_km': 31.789918066740995, 'edge_density_km': 15988.387057379026, 'street_density_km': 8004.745984883168, 'circuity_avg': 1.0281409925843485, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0281409925843485\n", - "6087\n", - "477843401.0518926\n", - "error with entry 6087\n", - "6088\n", - "10019892.590168774\n", - "{'n': 302, 'm': 822, 'k_avg': 5.443708609271523, 'intersection_count': 255, 'streets_per_node_avg': 2.827814569536424, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 213, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15562913907284767, 2: 0.0, 3: 0.7052980132450332, 4: 0.1390728476821192}, 'edge_length_total': 127440.59200000021, 'edge_length_avg': 155.03721654501243, 'street_length_total': 63720.29600000007, 'street_length_avg': 155.03721654501234, 'street_segments_count': 411, 'node_density_km': 30.140043646407303, 'intersection_density_km': 25.44937460209888, 'edge_density_km': 12718.758295377456, 'street_density_km': 6359.3791476887245, 'circuity_avg': 1.0210911324772176, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0210911324772176\n", - "6089\n", - "9016095.637726814\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 639, 'm': 1640, 'k_avg': 5.13302034428795, 'intersection_count': 515, 'streets_per_node_avg': 2.6932707355242567, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 464, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19405320813771518, 2: 0.0, 3: 0.7261345852895149, 4: 0.0782472613458529, 5: 0.001564945226917058}, 'edge_length_total': 160311.65199999994, 'edge_length_avg': 97.75100731707313, 'street_length_total': 80155.82600000004, 'street_length_avg': 97.75100731707323, 'street_segments_count': 820, 'node_density_km': 70.87324998263972, 'intersection_density_km': 57.12006845236222, 'edge_density_km': 17780.60686592479, 'street_density_km': 8890.303432962404, 'circuity_avg': 1.0457372130527227, 'self_loop_proportion': 0.0012195121951219512, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0457372130527227\n", - "6090\n", - "7011951.419717841\n", - "{'n': 108, 'm': 278, 'k_avg': 5.148148148148148, 'intersection_count': 85, 'streets_per_node_avg': 2.6944444444444446, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 72, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21296296296296297, 2: 0.0, 3: 0.6666666666666666, 4: 0.12037037037037036}, 'edge_length_total': 44363.38999999998, 'edge_length_avg': 159.58053956834524, 'street_length_total': 22181.694999999996, 'street_length_avg': 159.5805395683453, 'street_segments_count': 139, 'node_density_km': 15.402274421967672, 'intersection_density_km': 12.122160424696778, 'edge_density_km': 6326.82506545163, 'street_density_km': 3163.412532725816, 'circuity_avg': 1.0719427414564564, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0719427414564564\n", - "6091\n", - "9014878.1718074\n", - "{'n': 1061, 'm': 2716, 'k_avg': 5.119698397737983, 'intersection_count': 804, 'streets_per_node_avg': 2.6239396795475964, 'streets_per_node_counts': {0: 0, 1: 257, 2: 0, 3: 690, 4: 113, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24222431668237512, 2: 0.0, 3: 0.6503298774740811, 4: 0.10650329877474081, 5: 0.000942507068803016}, 'edge_length_total': 219322.73899999997, 'edge_length_avg': 80.75211303387333, 'street_length_total': 109918.37500000015, 'street_length_avg': 80.52628205128215, 'street_segments_count': 1365, 'node_density_km': 117.69432484602054, 'intersection_density_km': 89.18589743279972, 'edge_density_km': 24328.974260117786, 'street_density_km': 12192.996167574665, 'circuity_avg': 1.0536078668520914, 'self_loop_proportion': 0.003681885125184094, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0536078668520914\n", - "6092\n", - "13022400.997597769\n", - "{'n': 480, 'm': 1292, 'k_avg': 5.383333333333334, 'intersection_count': 403, 'streets_per_node_avg': 2.839583333333333, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 327, 4: 75, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16041666666666668, 2: 0.0, 3: 0.68125, 4: 0.15625, 5: 0.0020833333333333333}, 'edge_length_total': 173124.26199999996, 'edge_length_avg': 133.99710681114547, 'street_length_total': 90479.83200000011, 'street_length_avg': 136.88325567322255, 'street_segments_count': 661, 'node_density_km': 36.85956223345796, 'intersection_density_km': 30.94667412517408, 'edge_density_km': 13294.342727730165, 'street_density_km': 6948.014580160052, 'circuity_avg': 1.0769741730225717, 'self_loop_proportion': 0.0030959752321981426, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0769741730225717\n", - "6093\n", - "22032516.937327653\n", - "{'n': 1572, 'm': 4106, 'k_avg': 5.223918575063613, 'intersection_count': 1192, 'streets_per_node_avg': 2.6444020356234095, 'streets_per_node_counts': {0: 0, 1: 380, 2: 0, 3: 992, 4: 199, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24173027989821882, 2: 0.0, 3: 0.6310432569974554, 4: 0.12659033078880408, 5: 0.0006361323155216285}, 'edge_length_total': 397109.3839999989, 'edge_length_avg': 96.71441402825107, 'street_length_total': 198554.69200000027, 'street_length_avg': 96.71441402825147, 'street_segments_count': 2053, 'node_density_km': 71.34908846191358, 'intersection_density_km': 54.10185333753243, 'edge_density_km': 18023.786620910898, 'street_density_km': 9011.893310455485, 'circuity_avg': 1.0494141228693947, 'self_loop_proportion': 0.000974184120798831, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0494141228693947\n", - "6094\n", - "10017014.096485114\n", - "{'n': 501, 'm': 1340, 'k_avg': 5.349301397205589, 'intersection_count': 401, 'streets_per_node_avg': 2.748502994011976, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 328, 4: 72, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1996007984031936, 2: 0.0, 3: 0.654690618762475, 4: 0.1437125748502994, 5: 0.001996007984031936}, 'edge_length_total': 145219.6959999998, 'edge_length_avg': 108.37290746268641, 'street_length_total': 73211.19500000004, 'street_length_avg': 108.14061299852295, 'street_segments_count': 677, 'node_density_km': 50.01490415949367, 'intersection_density_km': 40.031889357199525, 'edge_density_km': 14497.30374752654, 'street_density_km': 7308.684433786435, 'circuity_avg': 1.038900363493877, 'self_loop_proportion': 0.004477611940298508, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038900363493877\n", - "6095\n", - "9020764.17528633\n", - "{'n': 944, 'm': 2603, 'k_avg': 5.514830508474576, 'intersection_count': 760, 'streets_per_node_avg': 2.8421610169491527, 'streets_per_node_counts': {0: 0, 1: 184, 2: 0, 3: 541, 4: 219}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19491525423728814, 2: 0.0, 3: 0.573093220338983, 4: 0.2319915254237288}, 'edge_length_total': 177774.5970000003, 'edge_length_avg': 68.29604187476001, 'street_length_total': 89811.62499999984, 'street_length_avg': 68.09069370735394, 'street_segments_count': 1319, 'node_density_km': 104.64745354791809, 'intersection_density_km': 84.25006853434084, 'edge_density_km': 19707.265764361644, 'street_density_km': 9956.099422934876, 'circuity_avg': 1.0562501934956279, 'self_loop_proportion': 0.004610065309258548, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0562501934956279\n", - "6096\n", - "26063934.847517658\n", - "{'n': 1919, 'm': 5429, 'k_avg': 5.6581552892131315, 'intersection_count': 1627, 'streets_per_node_avg': 2.8989056800416884, 'streets_per_node_counts': {0: 0, 1: 292, 2: 1, 3: 1244, 4: 376, 5: 3, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1521625846795206, 2: 0.0005211047420531526, 3: 0.6482542991141219, 4: 0.1959353830119854, 5: 0.001563314226159458, 6: 0.001563314226159458}, 'edge_length_total': 489018.5120000005, 'edge_length_avg': 90.07524627003141, 'street_length_total': 245581.52300000025, 'street_length_avg': 90.02255241935492, 'street_segments_count': 2728, 'node_density_km': 73.62664199503118, 'intersection_density_km': 62.4234218477935, 'edge_density_km': 18762.267280858203, 'street_density_km': 9422.273514599026, 'circuity_avg': 1.0430288137780694, 'self_loop_proportion': 0.0014735678762202984, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0430288137780694\n", - "6097\n", - "7014219.847897057\n", - "{'n': 150, 'm': 384, 'k_avg': 5.12, 'intersection_count': 120, 'streets_per_node_avg': 2.7333333333333334, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 100, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2, 2: 0.0, 3: 0.6666666666666666, 4: 0.13333333333333333}, 'edge_length_total': 67156.916, 'edge_length_avg': 174.88780208333333, 'street_length_total': 33578.458000000006, 'street_length_avg': 174.88780208333336, 'street_segments_count': 192, 'node_density_km': 21.385129530117553, 'intersection_density_km': 17.108103624094042, 'edge_density_km': 9574.395650021492, 'street_density_km': 4787.197825010747, 'circuity_avg': 1.0347798302599087, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0347798302599087\n", - "6098\n", - "25061583.54067254\n", - "{'n': 1258, 'm': 3609, 'k_avg': 5.737678855325914, 'intersection_count': 1067, 'streets_per_node_avg': 2.957074721780604, 'streets_per_node_counts': {0: 0, 1: 191, 2: 2, 3: 737, 4: 326, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1518282988871224, 2: 0.001589825119236884, 3: 0.5858505564387917, 4: 0.2591414944356121, 5: 0.001589825119236884}, 'edge_length_total': 422975.072, 'edge_length_avg': 117.20007536713771, 'street_length_total': 213607.50400000004, 'street_length_avg': 117.23792755214053, 'street_segments_count': 1822, 'node_density_km': 50.196349243390266, 'intersection_density_km': 42.57512292742243, 'edge_density_km': 16877.42800903032, 'street_density_km': 8523.304349596889, 'circuity_avg': 1.0492906116220622, 'self_loop_proportion': 0.0024937655860349127, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0492906116220622\n", - "6099\n", - "13022059.767428389\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 415, 'm': 1118, 'k_avg': 5.387951807228916, 'intersection_count': 337, 'streets_per_node_avg': 2.756626506024096, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 282, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18795180722891566, 2: 0.0, 3: 0.6795180722891566, 4: 0.13253012048192772}, 'edge_length_total': 176645.54399999994, 'edge_length_avg': 158.00138103756703, 'street_length_total': 88322.77200000006, 'street_length_avg': 158.00138103756717, 'street_segments_count': 559, 'node_density_km': 31.868998254640534, 'intersection_density_km': 25.879162438105684, 'edge_density_km': 13565.10008054464, 'street_density_km': 6782.550040272326, 'circuity_avg': 1.067145490702944, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067145490702944\n", - "6100\n", - "16028958.55443433\n", - "{'n': 362, 'm': 1044, 'k_avg': 5.767955801104972, 'intersection_count': 306, 'streets_per_node_avg': 2.9613259668508287, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 208, 4: 98}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15469613259668508, 2: 0.0, 3: 0.574585635359116, 4: 0.27071823204419887}, 'edge_length_total': 184633.29500000027, 'edge_length_avg': 176.8518151340999, 'street_length_total': 93194.38499999998, 'street_length_avg': 177.17563688212925, 'street_segments_count': 526, 'node_density_km': 22.58412477458522, 'intersection_density_km': 19.090448013875903, 'edge_density_km': 11518.733071333721, 'street_density_km': 5814.126019698157, 'circuity_avg': 1.0274637506353328, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0274637506353328\n", - "6101\n", - "10019744.929457124\n", - "{'n': 327, 'm': 872, 'k_avg': 5.333333333333333, 'intersection_count': 270, 'streets_per_node_avg': 2.743119266055046, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 240, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1743119266055046, 2: 0.0, 3: 0.7339449541284404, 4: 0.09174311926605505}, 'edge_length_total': 114284.61399999983, 'edge_length_avg': 131.0603371559631, 'street_length_total': 57142.306999999964, 'street_length_avg': 131.06033715596323, 'street_segments_count': 436, 'node_density_km': 32.635561314405344, 'intersection_density_km': 26.946793745839273, 'edge_density_km': 11405.940451040187, 'street_density_km': 5702.970225520099, 'circuity_avg': 1.0572698147925144, 'self_loop_proportion': 0.0022935779816513763, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0572698147925144\n", - "6102\n", - "14027658.47849705\n", - "{'n': 405, 'm': 1045, 'k_avg': 5.160493827160494, 'intersection_count': 314, 'streets_per_node_avg': 2.6765432098765434, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 263, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22469135802469137, 2: 0.0, 3: 0.6493827160493827, 4: 0.1259259259259259}, 'edge_length_total': 173444.31600000037, 'edge_length_avg': 165.97542200956974, 'street_length_total': 87720.96100000001, 'street_length_avg': 165.51124716981133, 'street_segments_count': 530, 'node_density_km': 28.871532666754263, 'intersection_density_km': 22.38434878360701, 'edge_density_km': 12364.452432732987, 'street_density_km': 6253.428619927351, 'circuity_avg': 1.051455003118134, 'self_loop_proportion': 0.0019138755980861245, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051455003118134\n", - "6103\n", - "11021052.034807878\n", - "{'n': 359, 'm': 942, 'k_avg': 5.247910863509749, 'intersection_count': 291, 'streets_per_node_avg': 2.6963788300835656, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 266, 4: 23, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1894150417827298, 2: 0.0, 3: 0.7409470752089137, 4: 0.06406685236768803, 5: 0.005571030640668524}, 'edge_length_total': 134504.7080000002, 'edge_length_avg': 142.78631422505327, 'street_length_total': 67252.354, 'street_length_avg': 142.7863142250531, 'street_segments_count': 471, 'node_density_km': 32.57402277624381, 'intersection_density_km': 26.404012891049994, 'edge_density_km': 12204.343793604537, 'street_density_km': 6102.171896802261, 'circuity_avg': 1.1144825362762072, 'self_loop_proportion': 0.012738853503184714, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1144825362762072\n", - "6104\n", - "8021085.485778603\n", - "{'n': 260, 'm': 686, 'k_avg': 5.276923076923077, 'intersection_count': 221, 'streets_per_node_avg': 2.769230769230769, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 203, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15, 2: 0.0, 3: 0.7807692307692308, 4: 0.06923076923076923}, 'edge_length_total': 98316.3159999999, 'edge_length_avg': 143.31824489795903, 'street_length_total': 49158.15800000002, 'street_length_avg': 143.31824489795923, 'street_segments_count': 343, 'node_density_km': 32.41456539279882, 'intersection_density_km': 27.552380583878996, 'edge_density_km': 12257.233285234885, 'street_density_km': 6128.61664261745, 'circuity_avg': 1.0494423017441494, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0494423017441494\n", - "6105\n", - "18034262.47686146\n", - "{'n': 702, 'm': 1934, 'k_avg': 5.50997150997151, 'intersection_count': 547, 'streets_per_node_avg': 2.824786324786325, 'streets_per_node_counts': {0: 0, 1: 155, 2: 0, 3: 360, 4: 187}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2207977207977208, 2: 0.0, 3: 0.5128205128205128, 4: 0.26638176638176636}, 'edge_length_total': 257651.07, 'edge_length_avg': 133.2218562564633, 'street_length_total': 128912.37600000012, 'street_length_avg': 133.0365077399382, 'street_segments_count': 969, 'node_density_km': 38.92590566987082, 'intersection_density_km': 30.33115441797627, 'edge_density_km': 14286.753912480463, 'street_density_km': 7148.192290391629, 'circuity_avg': 1.030566818273367, 'self_loop_proportion': 0.001034126163391934, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030566818273367\n", - "6106\n", - "8015237.951070663\n", - "{'n': 207, 'm': 500, 'k_avg': 4.830917874396135, 'intersection_count': 149, 'streets_per_node_avg': 2.5072463768115942, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 135, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28019323671497587, 2: 0.0, 3: 0.6521739130434783, 4: 0.06763285024154589}, 'edge_length_total': 83780.86799999999, 'edge_length_avg': 167.56173599999997, 'street_length_total': 41890.43400000001, 'street_length_avg': 167.56173600000002, 'street_segments_count': 250, 'node_density_km': 25.825808449311136, 'intersection_density_km': 18.589591589117678, 'edge_density_km': 10452.698785917974, 'street_density_km': 5226.349392958989, 'circuity_avg': 1.0275681997586557, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0275681997586557\n", - "6107\n", - "7013712.500021342\n", - "{'n': 158, 'm': 392, 'k_avg': 4.962025316455696, 'intersection_count': 121, 'streets_per_node_avg': 2.6392405063291138, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 104, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23417721518987342, 2: 0.0, 3: 0.6582278481012658, 4: 0.10759493670886076}, 'edge_length_total': 70454.56400000003, 'edge_length_avg': 179.73103061224498, 'street_length_total': 35227.28200000003, 'street_length_avg': 179.73103061224504, 'street_segments_count': 196, 'node_density_km': 22.527299201317305, 'intersection_density_km': 17.25191900860376, 'edge_density_km': 10045.259767888352, 'street_density_km': 5022.629883944178, 'circuity_avg': 1.0513939085142106, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0513939085142106\n", - "6108\n", - "8015521.837475392\n", - "{'n': 120, 'm': 292, 'k_avg': 4.866666666666666, 'intersection_count': 80, 'streets_per_node_avg': 2.591666666666667, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 50, 4: 29, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.4166666666666667, 4: 0.24166666666666667, 5: 0.008333333333333333}, 'edge_length_total': 56499.80200000002, 'edge_length_avg': 193.49247260273978, 'street_length_total': 28444.53200000001, 'street_length_avg': 193.5002176870749, 'street_segments_count': 147, 'node_density_km': 14.97095291275456, 'intersection_density_km': 9.980635275169707, 'edge_density_km': 7048.798961016301, 'street_density_km': 3548.6812433111704, 'circuity_avg': 1.0171848195528348, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0171848195528348\n", - "6109\n", - "10021923.208483651\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 362, 'm': 895, 'k_avg': 4.94475138121547, 'intersection_count': 276, 'streets_per_node_avg': 2.6215469613259668, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 241, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23756906077348067, 2: 0.0, 3: 0.6657458563535912, 4: 0.09668508287292818}, 'edge_length_total': 116552.43199999975, 'edge_length_avg': 130.2261810055863, 'street_length_total': 59910.592000000026, 'street_length_avg': 129.6766060606061, 'street_segments_count': 462, 'node_density_km': 36.120811591687676, 'intersection_density_km': 27.539624307474583, 'edge_density_km': 11629.747063052433, 'street_density_km': 5977.953607675337, 'circuity_avg': 1.0335977109118892, 'self_loop_proportion': 0.0022346368715083797, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0335977109118892\n", - "6110\n", - "9017395.733795999\n", - "{'n': 494, 'm': 1280, 'k_avg': 5.182186234817814, 'intersection_count': 379, 'streets_per_node_avg': 2.688259109311741, 'streets_per_node_counts': {0: 0, 1: 115, 2: 0, 3: 304, 4: 74, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23279352226720648, 2: 0.0, 3: 0.6153846153846154, 4: 0.14979757085020243, 5: 0.0020242914979757085}, 'edge_length_total': 137380.7080000002, 'edge_length_avg': 107.32867812500015, 'street_length_total': 69164.08000000003, 'street_length_avg': 106.89965996908815, 'street_segments_count': 647, 'node_density_km': 54.78300105523303, 'intersection_density_km': 42.02987327921724, 'edge_density_km': 15235.075852900143, 'street_density_km': 7670.072606526768, 'circuity_avg': 1.0672906603600578, 'self_loop_proportion': 0.0046875, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0672906603600578\n", - "6111\n", - "8017355.971001233\n", - "{'n': 263, 'm': 695, 'k_avg': 5.285171102661597, 'intersection_count': 211, 'streets_per_node_avg': 2.741444866920152, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 175, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19771863117870722, 2: 0.0, 3: 0.6653992395437263, 4: 0.13688212927756654}, 'edge_length_total': 103043.83799999992, 'edge_length_avg': 148.26451510791355, 'street_length_total': 51747.52299999997, 'street_length_avg': 148.2737048710601, 'street_segments_count': 349, 'node_density_km': 32.803832204940214, 'intersection_density_km': 26.317903403963445, 'edge_density_km': 12852.596089372775, 'street_density_km': 6454.437496248227, 'circuity_avg': 1.0328943277971976, 'self_loop_proportion': 0.0028776978417266188, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0328943277971976\n", - "6112\n", - "14034124.34943795\n", - "{'n': 559, 'm': 1471, 'k_avg': 5.262969588550984, 'intersection_count': 431, 'streets_per_node_avg': 2.729874776386404, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 326, 4: 105}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22898032200357782, 2: 0.0, 3: 0.5831842576028623, 4: 0.18783542039355994}, 'edge_length_total': 188306.38000000024, 'edge_length_avg': 128.01249490142777, 'street_length_total': 94744.04900000003, 'street_length_avg': 127.34415188172046, 'street_segments_count': 744, 'node_density_km': 39.83148403714887, 'intersection_density_km': 30.71085799644215, 'edge_density_km': 13417.750570775132, 'street_density_km': 6750.976878995262, 'circuity_avg': 1.0377104152073475, 'self_loop_proportion': 0.004078857919782461, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0377104152073475\n", - "6113\n", - "9016331.766135108\n", - "{'n': 611, 'm': 1535, 'k_avg': 5.024549918166939, 'intersection_count': 431, 'streets_per_node_avg': 2.5662847790507364, 'streets_per_node_counts': {0: 0, 1: 180, 2: 0, 3: 337, 4: 93, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2945990180032733, 2: 0.0, 3: 0.5515548281505729, 4: 0.15220949263502456, 5: 0.0016366612111292963}, 'edge_length_total': 124267.31600000011, 'edge_length_avg': 80.95590618892516, 'street_length_total': 62319.43599999997, 'street_length_avg': 80.2051943371943, 'street_segments_count': 777, 'node_density_km': 67.76591809707863, 'intersection_density_km': 47.80214517158901, 'edge_density_km': 13782.469326022578, 'street_density_km': 6911.839273047678, 'circuity_avg': 1.0804399829244042, 'self_loop_proportion': 0.006514657980456026, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0804399829244042\n", - "6114\n", - "8015047.716729165\n", - "{'n': 507, 'm': 1334, 'k_avg': 5.26232741617357, 'intersection_count': 387, 'streets_per_node_avg': 2.719921104536489, 'streets_per_node_counts': {0: 0, 1: 120, 2: 0, 3: 289, 4: 98}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23668639053254437, 2: 0.0, 3: 0.5700197238658777, 4: 0.1932938856015779}, 'edge_length_total': 134445.38700000005, 'edge_length_avg': 100.78364842578713, 'street_length_total': 67737.291, 'street_length_avg': 100.35154222222222, 'street_segments_count': 675, 'node_density_km': 63.25601767058474, 'intersection_density_km': 48.284179168671194, 'edge_density_km': 16774.121845760565, 'street_density_km': 8451.264845076017, 'circuity_avg': 1.0548919897688598, 'self_loop_proportion': 0.0074962518740629685, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548919897688598\n", - "6115\n", - "9016589.043120416\n", - "{'n': 351, 'm': 868, 'k_avg': 4.945868945868946, 'intersection_count': 260, 'streets_per_node_avg': 2.584045584045584, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 224, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25925925925925924, 2: 0.0, 3: 0.6381766381766382, 4: 0.10256410256410256}, 'edge_length_total': 126546.19300000012, 'edge_length_avg': 145.7905449308757, 'street_length_total': 63461.08199999992, 'street_length_avg': 144.55827334851918, 'street_segments_count': 439, 'node_density_km': 38.92824640464347, 'intersection_density_km': 28.835738077513682, 'edge_density_km': 14034.818754055763, 'street_density_km': 7038.258225644676, 'circuity_avg': 1.0286560584454032, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0286560584454032\n", - "6116\n", - "8013239.717435428\n", - "{'n': 162, 'm': 433, 'k_avg': 5.345679012345679, 'intersection_count': 133, 'streets_per_node_avg': 2.7777777777777777, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 111, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17901234567901234, 2: 0.0, 3: 0.6851851851851852, 4: 0.13580246913580246}, 'edge_length_total': 72562.11100000003, 'edge_length_avg': 167.57993302540424, 'street_length_total': 36409.631, 'street_length_avg': 166.25402283105024, 'street_segments_count': 219, 'node_density_km': 20.216542336492935, 'intersection_density_km': 16.597531671318276, 'edge_density_km': 9055.277710227163, 'street_density_km': 4543.684238071516, 'circuity_avg': 1.0377621326027213, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0377621326027213\n", - "6117\n", - "9015951.743355874\n", - "{'n': 344, 'm': 867, 'k_avg': 5.040697674418604, 'intersection_count': 262, 'streets_per_node_avg': 2.63953488372093, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 222, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23837209302325582, 2: 0.0, 3: 0.6453488372093024, 4: 0.11627906976744186}, 'edge_length_total': 108773.86899999999, 'edge_length_avg': 125.46005651672432, 'street_length_total': 54541.28399999998, 'street_length_avg': 124.52347945205474, 'street_segments_count': 438, 'node_density_km': 38.15459640780619, 'intersection_density_km': 29.05960540361983, 'edge_density_km': 12064.601951774945, 'street_density_km': 6049.420577277722, 'circuity_avg': 1.0571497015914377, 'self_loop_proportion': 0.002306805074971165, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571497015914377\n", - "6118\n", - "7012353.193383687\n", - "{'n': 118, 'm': 306, 'k_avg': 5.186440677966102, 'intersection_count': 100, 'streets_per_node_avg': 2.7966101694915255, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 88, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15254237288135594, 2: 0.0, 3: 0.7457627118644068, 4: 0.1016949152542373}, 'edge_length_total': 55903.50800000002, 'edge_length_avg': 182.69120261437916, 'street_length_total': 28173.593, 'street_length_avg': 181.76511612903226, 'street_segments_count': 155, 'node_density_km': 16.827446756580326, 'intersection_density_km': 14.260548098796885, 'edge_density_km': 7972.146647254768, 'street_density_km': 4017.708780924272, 'circuity_avg': 1.0601829681266792, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0601829681266792\n", - "6119\n", - "11019141.724372879\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 462, 'm': 1231, 'k_avg': 5.329004329004329, 'intersection_count': 363, 'streets_per_node_avg': 2.7705627705627704, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 271, 4: 92}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21428571428571427, 2: 0.0, 3: 0.5865800865800865, 4: 0.19913419913419914}, 'edge_length_total': 156888.18299999996, 'edge_length_avg': 127.4477522339561, 'street_length_total': 78982.41900000007, 'street_length_avg': 126.77755858748004, 'street_segments_count': 623, 'node_density_km': 41.92704037721171, 'intersection_density_km': 32.94267458209492, 'edge_density_km': 14237.786111143676, 'street_density_km': 7167.746905850338, 'circuity_avg': 1.0874348767211026, 'self_loop_proportion': 0.0016246953696181965, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0874348767211026\n", - "6120\n", - "9017312.23857283\n", - "{'n': 408, 'm': 1050, 'k_avg': 5.147058823529412, 'intersection_count': 313, 'streets_per_node_avg': 2.6544117647058822, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 265, 4: 47, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23284313725490197, 2: 0.0, 3: 0.6495098039215687, 4: 0.11519607843137254, 5: 0.0024509803921568627}, 'edge_length_total': 128965.28199999977, 'edge_length_avg': 122.82407809523788, 'street_length_total': 64764.30300000008, 'street_length_avg': 121.28146629213498, 'street_segments_count': 534, 'node_density_km': 45.246298365351294, 'intersection_density_km': 34.711008304791555, 'edge_density_km': 14301.964774861906, 'street_density_km': 7182.218080789263, 'circuity_avg': 1.078325768875822, 'self_loop_proportion': 0.0019047619047619048, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078325768875822\n", - "6121\n", - "15026982.497120231\n", - "{'n': 418, 'm': 1170, 'k_avg': 5.598086124401914, 'intersection_count': 344, 'streets_per_node_avg': 2.897129186602871, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 239, 4: 105}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17703349282296652, 2: 0.0, 3: 0.5717703349282297, 4: 0.2511961722488038}, 'edge_length_total': 179475.88799999986, 'edge_length_avg': 153.39819487179474, 'street_length_total': 89799.31099999999, 'street_length_avg': 152.71991666666665, 'street_segments_count': 588, 'node_density_km': 27.816629192195137, 'intersection_density_km': 22.892154167739537, 'edge_density_km': 11943.574701999858, 'street_density_km': 5975.871138281363, 'circuity_avg': 1.042795749064399, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042795749064399\n", - "6122\n", - "9022098.929016992\n", - "{'n': 238, 'm': 631, 'k_avg': 5.302521008403361, 'intersection_count': 184, 'streets_per_node_avg': 2.7184873949579833, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 144, 4: 39, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.226890756302521, 2: 0.0, 3: 0.6050420168067226, 4: 0.1638655462184874, 5: 0.004201680672268907}, 'edge_length_total': 103321.66799999995, 'edge_length_avg': 163.74273851030102, 'street_length_total': 51863.036999999975, 'street_length_avg': 163.60579495268132, 'street_segments_count': 317, 'node_density_km': 26.379670836299663, 'intersection_density_km': 20.394367369240076, 'edge_density_km': 11452.065513014431, 'street_density_km': 5748.444725339621, 'circuity_avg': 1.0613985497446747, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0613985497446747\n", - "6123\n", - "7017683.377182207\n", - "{'n': 354, 'm': 866, 'k_avg': 4.892655367231638, 'intersection_count': 257, 'streets_per_node_avg': 2.536723163841808, 'streets_per_node_counts': {0: 0, 1: 97, 2: 0, 3: 227, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2740112994350282, 2: 0.0, 3: 0.6412429378531074, 4: 0.0847457627118644}, 'edge_length_total': 96988.17400000004, 'edge_length_avg': 111.99558198614324, 'street_length_total': 48494.086999999956, 'street_length_avg': 111.99558198614308, 'street_segments_count': 433, 'node_density_km': 50.4439971103599, 'intersection_density_km': 36.62177191345338, 'edge_density_km': 13820.540025409848, 'street_density_km': 6910.270012704914, 'circuity_avg': 1.0334129945972932, 'self_loop_proportion': 0.0023094688221709007, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0334129945972932\n", - "6124\n", - "47083557.89981662\n", - "{'n': 1818, 'm': 4838, 'k_avg': 5.322332233223323, 'intersection_count': 1431, 'streets_per_node_avg': 2.7997799779977997, 'streets_per_node_counts': {0: 0, 1: 387, 2: 2, 3: 1021, 4: 404, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21287128712871287, 2: 0.0011001100110011, 3: 0.5616061606160616, 4: 0.2222222222222222, 5: 0.0022002200220022}, 'edge_length_total': 600264.2199999979, 'edge_length_avg': 124.07280281107852, 'street_length_total': 309099.6770000001, 'street_length_avg': 123.19636388999605, 'street_segments_count': 2509, 'node_density_km': 38.61220521754752, 'intersection_density_km': 30.392775394010176, 'edge_density_km': 12748.9137774428, 'street_density_km': 6564.917580308942, 'circuity_avg': 1.0609555826601367, 'self_loop_proportion': 0.0037205456800330715, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0609555826601367\n", - "6125\n", - "43075916.40417559\n", - "{'n': 2555, 'm': 6807, 'k_avg': 5.328375733855186, 'intersection_count': 2010, 'streets_per_node_avg': 2.7718199608610568, 'streets_per_node_counts': {0: 0, 1: 545, 2: 1, 3: 1506, 4: 498, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21330724070450097, 2: 0.0003913894324853229, 3: 0.5894324853228963, 4: 0.1949119373776908, 5: 0.0019569471624266144}, 'edge_length_total': 683167.8490000014, 'edge_length_avg': 100.36254576171609, 'street_length_total': 351154.3179999999, 'street_length_avg': 100.41587589362308, 'street_segments_count': 3497, 'node_density_km': 59.313886117402014, 'intersection_density_km': 46.66180473423798, 'edge_density_km': 15859.624264053456, 'street_density_km': 8151.987173184331, 'circuity_avg': 1.0783189067156458, 'self_loop_proportion': 0.004407227853680035, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0783189067156458\n", - "6126\n", - "13022821.1921537\n", - "{'n': 484, 'm': 1217, 'k_avg': 5.028925619834711, 'intersection_count': 356, 'streets_per_node_avg': 2.5661157024793386, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 310, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2644628099173554, 2: 0.0, 3: 0.640495867768595, 4: 0.09504132231404959}, 'edge_length_total': 156253.70100000026, 'edge_length_avg': 128.39252341824178, 'street_length_total': 78229.61900000004, 'street_length_avg': 128.45586042692946, 'street_segments_count': 609, 'node_density_km': 37.165526029921374, 'intersection_density_km': 27.33662658399175, 'edge_density_km': 11998.45246236996, 'street_density_km': 6007.117647221762, 'circuity_avg': 1.0376181824455846, 'self_loop_proportion': 0.0016433853738701725, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0376181824455846\n", - "6127\n", - "7009666.613134569\n", - "{'n': 535, 'm': 1578, 'k_avg': 5.899065420560747, 'intersection_count': 475, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 357, 4: 116, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11214953271028037, 2: 0.0, 3: 0.6672897196261682, 4: 0.21682242990654205, 5: 0.003738317757009346}, 'edge_length_total': 156548.82600000012, 'edge_length_avg': 99.20711406844114, 'street_length_total': 78274.413, 'street_length_avg': 99.20711406844107, 'street_segments_count': 789, 'node_density_km': 76.32317334429688, 'intersection_density_km': 67.76356511876826, 'edge_density_km': 22333.276978774164, 'street_density_km': 11166.638489387075, 'circuity_avg': 1.089913637778283, 'self_loop_proportion': 0.012674271229404309, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.089913637778283\n", - "6128\n", - "33053189.249807503\n", - "{'n': 1235, 'm': 3444, 'k_avg': 5.577327935222672, 'intersection_count': 989, 'streets_per_node_avg': 2.866396761133603, 'streets_per_node_counts': {0: 0, 1: 246, 2: 0, 3: 664, 4: 323, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19919028340080971, 2: 0.0, 3: 0.5376518218623482, 4: 0.26153846153846155, 5: 0.0016194331983805667}, 'edge_length_total': 475139.2550000017, 'edge_length_avg': 137.96145615563347, 'street_length_total': 239050.83599999975, 'street_length_avg': 137.22780482204348, 'street_segments_count': 1742, 'node_density_km': 37.3640192680406, 'intersection_density_km': 29.92146968104628, 'edge_density_km': 14374.989699451433, 'street_density_km': 7232.307726595307, 'circuity_avg': 1.0993580269114624, 'self_loop_proportion': 0.004645760743321719, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0993580269114624\n", - "6129\n", - "7006701.2625090955\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 229, 'm': 618, 'k_avg': 5.397379912663755, 'intersection_count': 194, 'streets_per_node_avg': 2.816593886462882, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 166, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15283842794759825, 2: 0.0, 3: 0.7248908296943232, 4: 0.1222707423580786}, 'edge_length_total': 90902.23300000004, 'edge_length_avg': 147.09099190938517, 'street_length_total': 45499.33300000003, 'street_length_avg': 145.8311955128206, 'street_segments_count': 312, 'node_density_km': 32.68299752200299, 'intersection_density_km': 27.687779560124802, 'edge_density_km': 12973.613344469606, 'street_density_km': 6493.688155859344, 'circuity_avg': 1.0383491171314738, 'self_loop_proportion': 0.003236245954692557, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0383491171314738\n", - "6130\n", - "10011411.774120513\n", - "{'n': 460, 'm': 1383, 'k_avg': 6.01304347826087, 'intersection_count': 432, 'streets_per_node_avg': 3.123913043478261, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 322, 4: 107, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06086956521739131, 2: 0.0, 3: 0.7, 4: 0.2326086956521739, 5: 0.006521739130434782}, 'edge_length_total': 173858.74699999994, 'edge_length_avg': 125.71131381055672, 'street_length_total': 87267.05499999993, 'street_length_avg': 125.9264862914862, 'street_segments_count': 693, 'node_density_km': 45.9475656759119, 'intersection_density_km': 43.15075733042161, 'edge_density_km': 17366.056948074453, 'street_density_km': 8716.758132512854, 'circuity_avg': 1.029016636019764, 'self_loop_proportion': 0.0014461315979754157, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029016636019764\n", - "6131\n", - "33031646.394539908\n", - "{'n': 472, 'm': 1311, 'k_avg': 5.555084745762712, 'intersection_count': 414, 'streets_per_node_avg': 2.9597457627118646, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 317, 4: 97}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1228813559322034, 2: 0.0, 3: 0.6716101694915254, 4: 0.2055084745762712}, 'edge_length_total': 229645.39799999993, 'edge_length_avg': 175.16811441647593, 'street_length_total': 118456.57700000009, 'street_length_avg': 174.71471533923318, 'street_segments_count': 678, 'node_density_km': 14.289327100511136, 'intersection_density_km': 12.533435211041546, 'edge_density_km': 6952.2843414175095, 'street_density_km': 3586.1541863556895, 'circuity_avg': 1.0845906909712135, 'self_loop_proportion': 0.0030511060259344014, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0845906909712135\n", - "6132\n", - "7012012.14760077\n", - "{'n': 256, 'm': 716, 'k_avg': 5.59375, 'intersection_count': 227, 'streets_per_node_avg': 2.95703125, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 182, 4: 43, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11328125, 2: 0.0, 3: 0.7109375, 4: 0.16796875, 5: 0.0078125}, 'edge_length_total': 99553.18400000001, 'edge_length_avg': 139.04075977653633, 'street_length_total': 49776.59199999998, 'street_length_avg': 139.04075977653628, 'street_segments_count': 358, 'node_density_km': 36.508778737297675, 'intersection_density_km': 32.37301864596317, 'edge_density_km': 14197.520184568295, 'street_density_km': 7098.760092284144, 'circuity_avg': 1.0434794295775855, 'self_loop_proportion': 0.00558659217877095, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0434794295775855\n", - "6133\n", - "13022903.531258762\n", - "{'n': 836, 'm': 2345, 'k_avg': 5.610047846889952, 'intersection_count': 720, 'streets_per_node_avg': 2.897129186602871, 'streets_per_node_counts': {0: 0, 1: 116, 2: 0, 3: 575, 4: 144, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13875598086124402, 2: 0.0, 3: 0.687799043062201, 4: 0.1722488038277512, 5: 0.0011961722488038277}, 'edge_length_total': 250126.34199999968, 'edge_length_avg': 106.66368528784635, 'street_length_total': 125589.78199999989, 'street_length_avg': 106.6127181663836, 'street_segments_count': 1178, 'node_density_km': 64.19459362448293, 'intersection_density_km': 55.28720982012884, 'edge_density_km': 19206.649377354566, 'street_density_km': 9643.761984303103, 'circuity_avg': 1.066597191583526, 'self_loop_proportion': 0.0042643923240938165, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066597191583526\n", - "6134\n", - "7006743.359230234\n", - "{'n': 171, 'm': 440, 'k_avg': 5.146198830409356, 'intersection_count': 137, 'streets_per_node_avg': 2.7485380116959064, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 114, 4: 21, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19883040935672514, 2: 0.0, 3: 0.6666666666666666, 4: 0.12280701754385964, 5: 0.011695906432748537}, 'edge_length_total': 75155.14799999997, 'edge_length_avg': 170.8071545454545, 'street_length_total': 37577.573999999986, 'street_length_avg': 170.8071545454545, 'street_segments_count': 220, 'node_density_km': 24.405061129395524, 'intersection_density_km': 19.552592834661912, 'edge_density_km': 10726.11684870624, 'street_density_km': 5363.05842435312, 'circuity_avg': 1.0880848882247842, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0880848882247842\n", - "6135\n", - "12020204.757505858\n", - "{'n': 671, 'm': 1738, 'k_avg': 5.180327868852459, 'intersection_count': 487, 'streets_per_node_avg': 2.624441132637854, 'streets_per_node_counts': {0: 0, 1: 184, 2: 0, 3: 372, 4: 114, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27421758569299554, 2: 0.0, 3: 0.5543964232488823, 4: 0.16989567809239942, 5: 0.0014903129657228018}, 'edge_length_total': 169546.01200000025, 'edge_length_avg': 97.55236593785975, 'street_length_total': 84773.00600000014, 'street_length_avg': 97.55236593785978, 'street_segments_count': 869, 'node_density_km': 55.8226763633958, 'intersection_density_km': 40.515116824103956, 'edge_density_km': 14105.085181192897, 'street_density_km': 7052.54259059645, 'circuity_avg': 1.058124488980478, 'self_loop_proportion': 0.0023014959723820483, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058124488980478\n", - "6136\n", - "26043162.187087633\n", - "{'n': 2061, 'm': 5405, 'k_avg': 5.245026686074721, 'intersection_count': 1590, 'streets_per_node_avg': 2.6754002911208152, 'streets_per_node_counts': {0: 0, 1: 471, 2: 0, 3: 1323, 4: 261, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22852983988355166, 2: 0.0, 3: 0.6419213973799127, 4: 0.12663755458515283, 5: 0.002911208151382824}, 'edge_length_total': 547995.4700000001, 'edge_length_avg': 101.38676595744683, 'street_length_total': 277135.8940000001, 'street_length_avg': 101.85075119441385, 'street_segments_count': 2721, 'node_density_km': 79.13785527250056, 'intersection_density_km': 61.052493878348315, 'edge_density_km': 21041.817658828688, 'street_density_km': 10641.407215034964, 'circuity_avg': 1.0918807986068693, 'self_loop_proportion': 0.0062904717853839035, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0918807986068693\n", - "6137\n", - "10016397.94233003\n", - "{'n': 343, 'm': 864, 'k_avg': 5.037900874635569, 'intersection_count': 258, 'streets_per_node_avg': 2.6530612244897958, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 207, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2478134110787172, 2: 0.0, 3: 0.6034985422740525, 4: 0.14868804664723032}, 'edge_length_total': 128352.07100000004, 'edge_length_avg': 148.55563773148154, 'street_length_total': 64912.472000000016, 'street_length_avg': 148.8818165137615, 'street_segments_count': 436, 'node_density_km': 34.24384713694899, 'intersection_density_km': 25.7577625694835, 'edge_density_km': 12814.19445782748, 'street_density_km': 6480.620316179248, 'circuity_avg': 1.0213522462873232, 'self_loop_proportion': 0.0023148148148148147, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0213522462873232\n", - "6138\n", - "9015508.84268276\n", - "{'n': 604, 'm': 1543, 'k_avg': 5.1092715231788075, 'intersection_count': 457, 'streets_per_node_avg': 2.6324503311258276, 'streets_per_node_counts': {0: 0, 1: 147, 2: 0, 3: 385, 4: 72}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2433774834437086, 2: 0.0, 3: 0.6374172185430463, 4: 0.11920529801324503}, 'edge_length_total': 172863.57299999997, 'edge_length_avg': 112.03083149708358, 'street_length_total': 86752.03700000005, 'street_length_avg': 112.22773221216049, 'street_segments_count': 773, 'node_density_km': 66.99566386540937, 'intersection_density_km': 50.69042779220543, 'edge_density_km': 19174.022899472937, 'street_density_km': 9622.533626641656, 'circuity_avg': 1.0466333703467992, 'self_loop_proportion': 0.002592352559948153, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0466333703467992\n", - "6139\n", - "7011757.620599935\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 234, 'm': 606, 'k_avg': 5.17948717948718, 'intersection_count': 179, 'streets_per_node_avg': 2.6794871794871793, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 144, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23504273504273504, 2: 0.0, 3: 0.6153846153846154, 4: 0.14957264957264957}, 'edge_length_total': 92234.65199999993, 'edge_length_avg': 152.20239603960385, 'street_length_total': 46117.326, 'street_length_avg': 152.20239603960397, 'street_segments_count': 303, 'node_density_km': 33.372516943901246, 'intersection_density_km': 25.528549286146678, 'edge_density_km': 13154.284131131762, 'street_density_km': 6577.142065565886, 'circuity_avg': 1.0343059819093001, 'self_loop_proportion': 0.009900990099009901, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0343059819093001\n", - "6140\n", - "6012835.74591885\n", - "{'n': 262, 'm': 697, 'k_avg': 5.320610687022901, 'intersection_count': 230, 'streets_per_node_avg': 2.9160305343511452, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 190, 4: 38, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12213740458015267, 2: 0.0, 3: 0.7251908396946565, 4: 0.1450381679389313, 5: 0.007633587786259542}, 'edge_length_total': 94803.72300000013, 'edge_length_avg': 136.01681922525125, 'street_length_total': 47731.37, 'street_length_avg': 134.45456338028168, 'street_segments_count': 355, 'node_density_km': 43.57345037702548, 'intersection_density_km': 38.251502239373515, 'edge_density_km': 15766.890533197613, 'street_density_km': 7938.246114971155, 'circuity_avg': 1.0359103824482307, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0359103824482307\n", - "6141\n", - "21038968.79388569\n", - "{'n': 820, 'm': 2267, 'k_avg': 5.529268292682927, 'intersection_count': 699, 'streets_per_node_avg': 2.8402439024390245, 'streets_per_node_counts': {0: 0, 1: 121, 2: 0, 3: 590, 4: 107, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1475609756097561, 2: 0.0, 3: 0.7195121951219512, 4: 0.13048780487804879, 5: 0.0024390243902439024}, 'edge_length_total': 296955.3909999999, 'edge_length_avg': 130.99046801940887, 'street_length_total': 148909.0629999997, 'street_length_avg': 130.62198508771903, 'street_segments_count': 1140, 'node_density_km': 38.97529427574925, 'intersection_density_km': 33.22406182774235, 'edge_density_km': 14114.541159750213, 'street_density_km': 7077.773842379357, 'circuity_avg': 1.0604721727258422, 'self_loop_proportion': 0.00176444640494045, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0604721727258422\n", - "6142\n", - "10016937.722997475\n", - "{'n': 306, 'm': 788, 'k_avg': 5.150326797385621, 'intersection_count': 233, 'streets_per_node_avg': 2.627450980392157, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 204, 4: 26, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.238562091503268, 2: 0.0, 3: 0.6666666666666666, 4: 0.08496732026143791, 5: 0.00980392156862745}, 'edge_length_total': 117921.2000000001, 'edge_length_avg': 149.64619289340115, 'street_length_total': 58960.59999999999, 'street_length_avg': 149.64619289340098, 'street_segments_count': 394, 'node_density_km': 30.548258206444387, 'intersection_density_km': 23.260601836933144, 'edge_density_km': 11772.180606580958, 'street_density_km': 5886.090303290473, 'circuity_avg': 1.0914214860432079, 'self_loop_proportion': 0.005076142131979695, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0914214860432079\n", - "6143\n", - "460808835.4468497\n", - "error with entry 6143\n", - "6144\n", - "8014353.445173094\n", - "{'n': 726, 'm': 1912, 'k_avg': 5.267217630853994, 'intersection_count': 564, 'streets_per_node_avg': 2.68732782369146, 'streets_per_node_counts': {0: 0, 1: 162, 2: 0, 3: 468, 4: 95, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2231404958677686, 2: 0.0, 3: 0.6446280991735537, 4: 0.13085399449035812, 5: 0.0013774104683195593}, 'edge_length_total': 182088.08400000006, 'edge_length_avg': 95.23435355648539, 'street_length_total': 91044.04199999996, 'street_length_avg': 95.23435355648532, 'street_segments_count': 956, 'node_density_km': 90.58746971500953, 'intersection_density_km': 70.37373680339583, 'edge_density_km': 22720.246273848647, 'street_density_km': 11360.123136924314, 'circuity_avg': 1.0841944779579276, 'self_loop_proportion': 0.0041841004184100415, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0841944779579276\n", - "6145\n", - "9016961.317747153\n", - "{'n': 395, 'm': 1118, 'k_avg': 5.660759493670886, 'intersection_count': 323, 'streets_per_node_avg': 2.982278481012658, 'streets_per_node_counts': {0: 0, 1: 72, 2: 1, 3: 210, 4: 95, 5: 10, 6: 5, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18227848101265823, 2: 0.002531645569620253, 3: 0.5316455696202531, 4: 0.24050632911392406, 5: 0.02531645569620253, 6: 0.012658227848101266, 7: 0.005063291139240506}, 'edge_length_total': 140994.03899999984, 'edge_length_avg': 126.11273613595692, 'street_length_total': 71039.49699999997, 'street_length_avg': 125.51147879858652, 'street_segments_count': 566, 'node_density_km': 43.80633187619008, 'intersection_density_km': 35.82138024306176, 'edge_density_km': 15636.535860755646, 'street_density_km': 7878.4298275939445, 'circuity_avg': 1.0419537569651742, 'self_loop_proportion': 0.0017889087656529517, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0419537569651742\n", - "6146\n", - "24041383.08988158\n", - "{'n': 1126, 'm': 2977, 'k_avg': 5.287744227353463, 'intersection_count': 876, 'streets_per_node_avg': 2.716696269982238, 'streets_per_node_counts': {0: 0, 1: 250, 2: 0, 3: 701, 4: 171, 5: 3, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22202486678507993, 2: 0.0, 3: 0.6225577264653641, 4: 0.15186500888099466, 5: 0.0026642984014209592, 6: 0.0, 7: 0.0008880994671403197}, 'edge_length_total': 388801.8699999989, 'edge_length_avg': 130.6019046019479, 'street_length_total': 194802.8570000001, 'street_length_avg': 130.5649175603218, 'street_segments_count': 1492, 'node_density_km': 46.83590772587062, 'intersection_density_km': 36.4371715522759, 'edge_density_km': 16172.19227972104, 'street_density_km': 8102.814063222002, 'circuity_avg': 1.077338835951757, 'self_loop_proportion': 0.0047027208599261005, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077338835951757\n", - "6147\n", - "12018869.47351803\n", - "{'n': 744, 'm': 2030, 'k_avg': 5.456989247311828, 'intersection_count': 619, 'streets_per_node_avg': 2.864247311827957, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 473, 4: 143, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16801075268817203, 2: 0.0, 3: 0.635752688172043, 4: 0.1922043010752688, 5: 0.004032258064516129}, 'edge_length_total': 240563.5819999999, 'edge_length_avg': 118.50422758620685, 'street_length_total': 120835.99200000001, 'street_length_avg': 116.97579090029043, 'street_segments_count': 1033, 'node_density_km': 61.90266078180684, 'intersection_density_km': 51.502348150454885, 'edge_density_km': 20015.491684142966, 'street_density_km': 10053.856751356352, 'circuity_avg': 1.051507295304731, 'self_loop_proportion': 0.0024630541871921183, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051507295304731\n", - "6148\n", - "10014397.020342046\n", - "{'n': 550, 'm': 1544, 'k_avg': 5.614545454545454, 'intersection_count': 463, 'streets_per_node_avg': 2.8836363636363638, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 355, 4: 106, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15818181818181817, 2: 0.0, 3: 0.6454545454545455, 4: 0.19272727272727272, 5: 0.0036363636363636364}, 'edge_length_total': 161909.04400000014, 'edge_length_avg': 104.86337046632133, 'street_length_total': 80954.52199999992, 'street_length_avg': 104.86337046632114, 'street_segments_count': 772, 'node_density_km': 54.9209302250346, 'intersection_density_km': 46.233437625801855, 'edge_density_km': 16167.627833320119, 'street_density_km': 8083.813916660045, 'circuity_avg': 1.0786222310508513, 'self_loop_proportion': 0.007772020725388601, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0786222310508513\n", - "6149\n", - "7010532.931323957\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1978, 'm': 5213, 'k_avg': 5.27098078867543, 'intersection_count': 1494, 'streets_per_node_avg': 2.685540950455005, 'streets_per_node_counts': {0: 0, 1: 484, 2: 0, 3: 1167, 4: 310, 5: 15, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24469160768452983, 2: 0.0, 3: 0.589989888776542, 4: 0.15672396359959556, 5: 0.007583417593528817, 6: 0.0010111223458038423}, 'edge_length_total': 245651.2609999991, 'edge_length_avg': 47.12282006522139, 'street_length_total': 122899.69499999979, 'street_length_avg': 47.06997127537334, 'street_segments_count': 2611, 'node_density_km': 282.1468808971773, 'intersection_density_km': 213.10790700727145, 'edge_density_km': 35040.31197149048, 'street_density_km': 17530.72073178178, 'circuity_avg': 1.064976540272288, 'self_loop_proportion': 0.0030692499520429697, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064976540272288\n", - "6150\n", - "27040534.897570718\n", - "{'n': 8012, 'm': 21600, 'k_avg': 5.391912131802297, 'intersection_count': 6146, 'streets_per_node_avg': 2.739141288067898, 'streets_per_node_counts': {0: 0, 1: 1866, 2: 3, 3: 4524, 4: 1594, 5: 24, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23290064902646032, 2: 0.00037443834248627057, 3: 0.5646530204692961, 4: 0.19895157264103844, 5: 0.0029955067398901645, 6: 0.00012481278082875687}, 'edge_length_total': 1065452.073999992, 'edge_length_avg': 49.32648490740704, 'street_length_total': 535946.4370000017, 'street_length_avg': 49.241679253950906, 'street_segments_count': 10884, 'node_density_km': 296.295913906636, 'intersection_density_km': 227.28840325389226, 'edge_density_km': 39402.033947771895, 'street_density_km': 19820.11225111343, 'circuity_avg': 1.0544361016542534, 'self_loop_proportion': 0.002638888888888889, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0544361016542534\n", - "6151\n", - "8012035.019213638\n", - "{'n': 504, 'm': 1278, 'k_avg': 5.071428571428571, 'intersection_count': 382, 'streets_per_node_avg': 2.615079365079365, 'streets_per_node_counts': {0: 0, 1: 122, 2: 0, 3: 334, 4: 46, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24206349206349206, 2: 0.0, 3: 0.6626984126984127, 4: 0.09126984126984126, 5: 0.003968253968253968}, 'edge_length_total': 146014.8379999997, 'edge_length_avg': 114.25261189358349, 'street_length_total': 73007.41900000008, 'street_length_avg': 114.25261189358385, 'street_segments_count': 639, 'node_density_km': 62.905366588058975, 'intersection_density_km': 47.6782738822193, 'edge_density_km': 18224.43831683735, 'street_density_km': 9112.219158418704, 'circuity_avg': 1.0448093387247284, 'self_loop_proportion': 0.001564945226917058, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0448093387247284\n", - "6152\n", - "8014546.224892847\n", - "{'n': 529, 'm': 1406, 'k_avg': 5.3156899810964084, 'intersection_count': 415, 'streets_per_node_avg': 2.7618147448015122, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 313, 4: 102}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21550094517958412, 2: 0.0, 3: 0.5916824196597353, 4: 0.19281663516068054}, 'edge_length_total': 145672.70899999968, 'edge_length_avg': 103.60790113797987, 'street_length_total': 73026.451, 'street_length_avg': 103.1447048022599, 'street_segments_count': 708, 'node_density_km': 66.00498458127898, 'intersection_density_km': 51.780848017449486, 'edge_density_km': 18176.039530166578, 'street_density_km': 9111.738699963185, 'circuity_avg': 1.047908593243981, 'self_loop_proportion': 0.001422475106685633, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047908593243981\n", - "6153\n", - "25005491.502491087\n", - "{'n': 864, 'm': 2159, 'k_avg': 4.997685185185185, 'intersection_count': 642, 'streets_per_node_avg': 2.6284722222222223, 'streets_per_node_counts': {0: 0, 1: 222, 2: 1, 3: 518, 4: 122, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2569444444444444, 2: 0.0011574074074074073, 3: 0.5995370370370371, 4: 0.1412037037037037, 5: 0.0011574074074074073}, 'edge_length_total': 269009.3790000002, 'edge_length_avg': 124.59906391848087, 'street_length_total': 136584.79699999987, 'street_length_avg': 123.38283378500441, 'street_segments_count': 1107, 'node_density_km': 34.552410214129445, 'intersection_density_km': 25.674360367443406, 'edge_density_km': 10758.01205400026, 'street_density_km': 5462.192054349065, 'circuity_avg': 1.086306064908018, 'self_loop_proportion': 0.002779064381658175, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.086306064908018\n", - "6154\n", - "4001274.9684946416\n", - "{'n': 67, 'm': 166, 'k_avg': 4.955223880597015, 'intersection_count': 52, 'streets_per_node_avg': 2.7313432835820897, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 40, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22388059701492538, 2: 0.0, 3: 0.5970149253731343, 4: 0.1791044776119403}, 'edge_length_total': 27877.552000000018, 'edge_length_avg': 167.93706024096397, 'street_length_total': 13938.775999999998, 'street_length_avg': 167.93706024096383, 'street_segments_count': 83, 'node_density_km': 16.744662770628512, 'intersection_density_km': 12.995857672726608, 'edge_density_km': 6967.16727030837, 'street_density_km': 3483.583635154182, 'circuity_avg': 1.052613537566905, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052613537566905\n", - "6155\n", - "9006877.961606836\n", - "{'n': 498, 'm': 1249, 'k_avg': 5.016064257028113, 'intersection_count': 360, 'streets_per_node_avg': 2.5542168674698793, 'streets_per_node_counts': {0: 0, 1: 138, 2: 0, 3: 306, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27710843373493976, 2: 0.0, 3: 0.6144578313253012, 4: 0.10843373493975904}, 'edge_length_total': 131558.03299999994, 'edge_length_avg': 105.33069095276215, 'street_length_total': 66643.90699999999, 'street_length_avg': 105.44921993670884, 'street_segments_count': 632, 'node_density_km': 55.291078898015435, 'intersection_density_km': 39.9694546250714, 'edge_density_km': 14606.39675154762, 'street_density_km': 7399.22393576105, 'circuity_avg': 1.092628065076742, 'self_loop_proportion': 0.008006405124099279, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.092628065076742\n", - "6156\n", - "5002558.171920642\n", - "{'n': 125, 'm': 406, 'k_avg': 6.496, 'intersection_count': 117, 'streets_per_node_avg': 3.456, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 44, 4: 73}, 'streets_per_node_proportion': {0: 0.0, 1: 0.064, 2: 0.0, 3: 0.352, 4: 0.584}, 'edge_length_total': 77374.38600000001, 'edge_length_avg': 190.57730541871925, 'street_length_total': 38687.19299999999, 'street_length_avg': 190.57730541871916, 'street_segments_count': 203, 'node_density_km': 24.987215681293815, 'intersection_density_km': 23.38803387769101, 'edge_density_km': 15466.963769517448, 'street_density_km': 7733.48188475872, 'circuity_avg': 1.0161772365482558, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0161772365482558\n", - "6157\n", - "23004350.471960425\n", - "{'n': 771, 'm': 1958, 'k_avg': 5.079118028534371, 'intersection_count': 583, 'streets_per_node_avg': 2.6342412451361867, 'streets_per_node_counts': {0: 0, 1: 188, 2: 0, 3: 490, 4: 92, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2438391699092088, 2: 0.0, 3: 0.6355382619974059, 4: 0.11932555123216602, 5: 0.0012970168612191958}, 'edge_length_total': 252685.74100000062, 'edge_length_avg': 129.05298314606773, 'street_length_total': 127009.93400000008, 'street_length_avg': 128.55256477732803, 'street_segments_count': 988, 'node_density_km': 33.51539966058844, 'intersection_density_km': 25.343032428175178, 'edge_density_km': 10984.258882162076, 'street_density_km': 5521.126717088149, 'circuity_avg': 1.0740327162245196, 'self_loop_proportion': 0.005107252298263534, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0740327162245196\n", - "6158\n", - "7002467.286544844\n", - "{'n': 509, 'm': 1312, 'k_avg': 5.155206286836935, 'intersection_count': 389, 'streets_per_node_avg': 2.6522593320235757, 'streets_per_node_counts': {0: 0, 1: 120, 2: 0, 3: 326, 4: 63}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2357563850687623, 2: 0.0, 3: 0.6404715127701375, 4: 0.1237721021611002}, 'edge_length_total': 100606.66000000022, 'edge_length_avg': 76.68190548780505, 'street_length_total': 50303.32999999999, 'street_length_avg': 76.68190548780485, 'street_segments_count': 656, 'node_density_km': 72.68866517634969, 'intersection_density_km': 55.55184823889986, 'edge_density_km': 14367.315959235499, 'street_density_km': 7183.657979617731, 'circuity_avg': 1.1746027342397523, 'self_loop_proportion': 0.006097560975609756, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1746027342397523\n", - "6159\n", - "66060518.922091186\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 5778, 'm': 16090, 'k_avg': 5.569401176877812, 'intersection_count': 5008, 'streets_per_node_avg': 2.9479058497750086, 'streets_per_node_counts': {0: 0, 1: 770, 2: 3, 3: 3797, 4: 1176, 5: 30, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13326410522672205, 2: 0.0005192107995846313, 3: 0.6571478020076151, 4: 0.2035306334371755, 5: 0.005192107995846314, 6: 0.00034614053305642093}, 'edge_length_total': 1398223.4829999849, 'edge_length_avg': 86.90015431945214, 'street_length_total': 723611.6649999996, 'street_length_avg': 86.06228175547093, 'street_segments_count': 8408, 'node_density_km': 87.46525298740559, 'intersection_density_km': 75.8092743096101, 'edge_density_km': 21165.796239793195, 'street_density_km': 10953.769010706601, 'circuity_avg': 1.0701956657362623, 'self_loop_proportion': 0.0022374145431945307, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0701956657362623\n", - "6160\n", - "55046137.34407676\n", - "error with entry 6160\n", - "6161\n", - "8007196.773218071\n", - "{'n': 94, 'm': 242, 'k_avg': 5.148936170212766, 'intersection_count': 74, 'streets_per_node_avg': 2.648936170212766, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 67, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2127659574468085, 2: 0.0, 3: 0.7127659574468085, 4: 0.07446808510638298}, 'edge_length_total': 25382.224000000002, 'edge_length_avg': 104.88522314049588, 'street_length_total': 12691.112000000005, 'street_length_avg': 104.88522314049591, 'street_segments_count': 121, 'node_density_km': 11.739439239760515, 'intersection_density_km': 9.241686210024234, 'edge_density_km': 3169.926344872246, 'street_density_km': 1584.9631724361234, 'circuity_avg': 1.0435557937909357, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0435557937909357\n", - "6162\n", - "8010785.403544768\n", - "{'n': 340, 'm': 882, 'k_avg': 5.188235294117647, 'intersection_count': 263, 'streets_per_node_avg': 2.676470588235294, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 220, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22647058823529412, 2: 0.0, 3: 0.6470588235294118, 4: 0.12352941176470589, 5: 0.0029411764705882353}, 'edge_length_total': 126304.26199999996, 'edge_length_avg': 143.20211111111107, 'street_length_total': 63152.130999999965, 'street_length_avg': 143.20211111111104, 'street_segments_count': 441, 'node_density_km': 42.442779686689676, 'intersection_density_km': 32.83073840470407, 'edge_density_km': 15766.776369282143, 'street_density_km': 7883.3881846410695, 'circuity_avg': 1.0659940194285302, 'self_loop_proportion': 0.0022675736961451248, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0659940194285302\n", - "6163\n", - "9013976.464715436\n", - "{'n': 397, 'm': 1038, 'k_avg': 5.2292191435768265, 'intersection_count': 316, 'streets_per_node_avg': 2.667506297229219, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 286, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2040302267002519, 2: 0.0, 3: 0.7204030226700252, 4: 0.07556675062972293}, 'edge_length_total': 115689.7139999998, 'edge_length_avg': 111.45444508670501, 'street_length_total': 57844.85699999999, 'street_length_avg': 111.45444508670518, 'street_segments_count': 519, 'node_density_km': 44.04271539359217, 'intersection_density_km': 35.05667018734288, 'edge_density_km': 12834.481480272209, 'street_density_km': 6417.240740136113, 'circuity_avg': 1.0602692309709878, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0602692309709878\n", - "6164\n", - "47047448.549797975\n", - "{'n': 2566, 'm': 7362, 'k_avg': 5.738113795791114, 'intersection_count': 2219, 'streets_per_node_avg': 2.966484801247077, 'streets_per_node_counts': {0: 0, 1: 347, 2: 2, 3: 1612, 4: 600, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1352299298519096, 2: 0.000779423226812159, 3: 0.6282151208106002, 4: 0.2338269680436477, 5: 0.0019485580670303975}, 'edge_length_total': 848185.2520000015, 'edge_length_avg': 115.2112540070635, 'street_length_total': 432329.02800000017, 'street_length_avg': 115.31849239797283, 'street_segments_count': 3749, 'node_density_km': 54.54068348220806, 'intersection_density_km': 47.16515068083386, 'edge_density_km': 18028.294373970755, 'street_density_km': 9189.21304611016, 'circuity_avg': 1.0557158220206952, 'self_loop_proportion': 0.0016299918500407497, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557158220206952\n", - "6165\n", - "9009545.384107603\n", - "{'n': 274, 'm': 726, 'k_avg': 5.299270072992701, 'intersection_count': 224, 'streets_per_node_avg': 2.7554744525547443, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 191, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18248175182481752, 2: 0.0, 3: 0.6970802919708029, 4: 0.12043795620437957}, 'edge_length_total': 90956.8380000001, 'edge_length_avg': 125.28490082644643, 'street_length_total': 45478.41900000002, 'street_length_avg': 125.28490082644635, 'street_segments_count': 363, 'node_density_km': 30.412189330143402, 'intersection_density_km': 24.86251974435081, 'edge_density_km': 10095.607949369289, 'street_density_km': 5047.803974684641, 'circuity_avg': 1.0994532299834145, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0994532299834145\n", - "6166\n", - "8007349.65719226\n", - "{'n': 380, 'm': 930, 'k_avg': 4.894736842105263, 'intersection_count': 274, 'streets_per_node_avg': 2.5210526315789474, 'streets_per_node_counts': {0: 0, 1: 106, 2: 0, 3: 244, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2789473684210526, 2: 0.0, 3: 0.6421052631578947, 4: 0.07894736842105263}, 'edge_length_total': 89429.21799999994, 'edge_length_avg': 96.16044946236552, 'street_length_total': 44714.609, 'street_length_avg': 96.16044946236559, 'street_segments_count': 465, 'node_density_km': 47.45640146470702, 'intersection_density_km': 34.21856316139401, 'edge_density_km': 11168.391768638949, 'street_density_km': 5584.195884319478, 'circuity_avg': 1.0881801494468588, 'self_loop_proportion': 0.008602150537634409, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0881801494468588\n", - "6167\n", - "5003721.811531139\n", - "{'n': 177, 'm': 464, 'k_avg': 5.242937853107344, 'intersection_count': 139, 'streets_per_node_avg': 2.824858757062147, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 95, 4: 43, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21468926553672316, 2: 0.0, 3: 0.536723163841808, 4: 0.24293785310734464, 5: 0.005649717514124294}, 'edge_length_total': 63985.48199999993, 'edge_length_avg': 137.89974568965502, 'street_length_total': 31992.741000000016, 'street_length_avg': 137.89974568965525, 'street_segments_count': 232, 'node_density_km': 35.37366917403388, 'intersection_density_km': 27.77932211972152, 'edge_density_km': 12787.577809090944, 'street_density_km': 6393.788904545482, 'circuity_avg': 1.050697899210404, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050697899210404\n", - "6168\n", - "6005721.771411909\n", - "{'n': 325, 'm': 862, 'k_avg': 5.304615384615385, 'intersection_count': 252, 'streets_per_node_avg': 2.750769230769231, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 188, 4: 63, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2246153846153846, 2: 0.0, 3: 0.5784615384615385, 4: 0.19384615384615383, 5: 0.003076923076923077}, 'edge_length_total': 72964.81599999998, 'edge_length_avg': 84.64595823665891, 'street_length_total': 36482.407999999945, 'street_length_avg': 84.6459582366588, 'street_segments_count': 431, 'node_density_km': 54.11506099850418, 'intersection_density_km': 41.95998575884016, 'edge_density_km': 12149.216826414253, 'street_density_km': 6074.608413207119, 'circuity_avg': 1.0814253067287711, 'self_loop_proportion': 0.009280742459396751, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0814253067287711\n", - "6169\n", - "5003535.508403613\n", - "{'n': 166, 'm': 424, 'k_avg': 5.108433734939759, 'intersection_count': 125, 'streets_per_node_avg': 2.6506024096385543, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 101, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2469879518072289, 2: 0.0, 3: 0.608433734939759, 4: 0.14457831325301204}, 'edge_length_total': 57483.907999999974, 'edge_length_avg': 135.57525471698108, 'street_length_total': 28741.95399999999, 'street_length_avg': 135.57525471698108, 'street_segments_count': 212, 'node_density_km': 33.17654081223111, 'intersection_density_km': 24.98233494896921, 'edge_density_km': 11488.65795065384, 'street_density_km': 5744.328975326921, 'circuity_avg': 1.0701215609864638, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0701215609864638\n", - "6170\n", - "5003206.946830014\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 230, 'm': 624, 'k_avg': 5.426086956521739, 'intersection_count': 201, 'streets_per_node_avg': 2.878260869565217, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 171, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12608695652173912, 2: 0.0, 3: 0.7434782608695653, 4: 0.13043478260869565}, 'edge_length_total': 70580.42000000003, 'edge_length_avg': 113.10964743589749, 'street_length_total': 35290.209999999985, 'street_length_avg': 113.10964743589739, 'street_segments_count': 312, 'node_density_km': 45.97051500052899, 'intersection_density_km': 40.17423267437533, 'edge_density_km': 14107.035897189728, 'street_density_km': 7053.517948594858, 'circuity_avg': 1.0653875845137513, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0653875845137513\n", - "6171\n", - "22018503.80537014\n", - "{'n': 1243, 'm': 3474, 'k_avg': 5.589702333065165, 'intersection_count': 1041, 'streets_per_node_avg': 2.9042638777152052, 'streets_per_node_counts': {0: 0, 1: 202, 2: 0, 3: 767, 4: 263, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16251005631536605, 2: 0.0, 3: 0.6170555108608206, 4: 0.21158487530168946, 5: 0.008849557522123894}, 'edge_length_total': 277581.7549999999, 'edge_length_avg': 79.90263529073111, 'street_length_total': 141766.502, 'street_length_avg': 79.42100952380953, 'street_segments_count': 1785, 'node_density_km': 56.452518799067626, 'intersection_density_km': 47.27841678988689, 'edge_density_km': 12606.749189393144, 'street_density_km': 6438.51658828082, 'circuity_avg': 1.0756935502986011, 'self_loop_proportion': 0.0028785261945883708, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0756935502986011\n", - "6172\n", - "102101511.74600655\n", - "{'n': 13170, 'm': 37112, 'k_avg': 5.6358390280941535, 'intersection_count': 11001, 'streets_per_node_avg': 2.898936977980258, 'streets_per_node_counts': {0: 0, 1: 2169, 2: 4, 3: 8046, 4: 2894, 5: 54, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16469248291571753, 2: 0.00030372057706909645, 3: 0.6109339407744875, 4: 0.21974183750949128, 5: 0.004100227790432802, 6: 0.00022779043280182233}, 'edge_length_total': 2561702.368999999, 'edge_length_avg': 69.02625482323774, 'street_length_total': 1310677.399999999, 'street_length_avg': 68.92497896508198, 'street_segments_count': 19016, 'node_density_km': 128.9892752299538, 'intersection_density_km': 107.74571122283385, 'edge_density_km': 25089.759448152283, 'street_density_km': 12837.002876710716, 'circuity_avg': 1.0712459435048385, 'self_loop_proportion': 0.002532873464108644, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0712459435048385\n", - "6173\n", - "15024004.360530352\n", - "{'n': 1417, 'm': 3388, 'k_avg': 4.781933662667607, 'intersection_count': 929, 'streets_per_node_avg': 2.4220183486238533, 'streets_per_node_counts': {0: 0, 1: 488, 2: 0, 3: 775, 4: 151, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.34438955539872973, 2: 0.0, 3: 0.5469301340860974, 4: 0.10656316160903317, 5: 0.002117148906139732}, 'edge_length_total': 244384.3499999996, 'edge_length_avg': 72.13233471074368, 'street_length_total': 122192.17500000034, 'street_length_avg': 72.132334710744, 'street_segments_count': 1694, 'node_density_km': 94.31573407437293, 'intersection_density_km': 61.83438034939481, 'edge_density_km': 16266.259256555006, 'street_density_km': 8133.129628277538, 'circuity_avg': 1.1075919200756736, 'self_loop_proportion': 0.004722550177095631, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1075919200756736\n", - "6174\n", - "7009646.648351823\n", - "{'n': 406, 'm': 1112, 'k_avg': 5.477832512315271, 'intersection_count': 338, 'streets_per_node_avg': 2.8300492610837438, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 272, 4: 65, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16748768472906403, 2: 0.0, 3: 0.6699507389162561, 4: 0.16009852216748768, 5: 0.0024630541871921183}, 'edge_length_total': 117245.42599999988, 'edge_length_avg': 105.43653417266177, 'street_length_total': 58622.712999999996, 'street_length_avg': 105.43653417266187, 'street_segments_count': 556, 'node_density_km': 57.92018062643182, 'intersection_density_km': 48.219263674221565, 'edge_density_km': 16726.296186066353, 'street_density_km': 8363.148093033184, 'circuity_avg': 1.0701168014891795, 'self_loop_proportion': 0.0035971223021582736, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0701168014891795\n", - "6175\n", - "10033377.626527175\n", - "{'n': 452, 'm': 1217, 'k_avg': 5.384955752212389, 'intersection_count': 377, 'streets_per_node_avg': 2.7831858407079646, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 325, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16592920353982302, 2: 0.0, 3: 0.7190265486725663, 4: 0.11504424778761062}, 'edge_length_total': 87660.60400000017, 'edge_length_avg': 72.03007723911271, 'street_length_total': 43906.095999999954, 'street_length_avg': 71.85940425531908, 'street_segments_count': 611, 'node_density_km': 45.04963501074259, 'intersection_density_km': 37.574584953650344, 'edge_density_km': 8736.898705799224, 'street_density_km': 4376.003538819962, 'circuity_avg': 1.0841391390487496, 'self_loop_proportion': 0.0049301561216105174, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0841391390487496\n", - "6176\n", - "19037690.05781579\n", - "{'n': 731, 'm': 2022, 'k_avg': 5.532147742818058, 'intersection_count': 602, 'streets_per_node_avg': 2.853625170998632, 'streets_per_node_counts': {0: 0, 1: 129, 2: 0, 3: 452, 4: 149, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17647058823529413, 2: 0.0, 3: 0.6183310533515732, 4: 0.20383036935704515, 5: 0.0013679890560875513}, 'edge_length_total': 258739.7679999994, 'edge_length_avg': 127.96229871414411, 'street_length_total': 129744.659, 'street_length_avg': 127.95331262327416, 'street_segments_count': 1014, 'node_density_km': 38.39751554836838, 'intersection_density_km': 31.62148339277396, 'edge_density_km': 13590.922386814234, 'street_density_km': 6815.147142640566, 'circuity_avg': 1.0604325985422896, 'self_loop_proportion': 0.002967359050445104, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0604325985422896\n", - "6177\n", - "5010295.03521918\n", - "{'n': 149, 'm': 406, 'k_avg': 5.449664429530201, 'intersection_count': 125, 'streets_per_node_avg': 2.879194630872483, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 96, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1610738255033557, 2: 0.0, 3: 0.6442953020134228, 4: 0.18791946308724833, 5: 0.006711409395973154}, 'edge_length_total': 61852.43999999999, 'edge_length_avg': 152.34591133004923, 'street_length_total': 30926.220000000005, 'street_length_avg': 152.3459113300493, 'street_segments_count': 203, 'node_density_km': 29.738767667896795, 'intersection_density_km': 24.94863059387315, 'edge_density_km': 12345.069415117625, 'street_density_km': 6172.534707558814, 'circuity_avg': 1.0370549596883645, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0370549596883645\n", - "6178\n", - "7019299.232426589\n", - "{'n': 132, 'm': 358, 'k_avg': 5.424242424242424, 'intersection_count': 108, 'streets_per_node_avg': 2.9015151515151514, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 73, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.553030303030303, 4: 0.26515151515151514}, 'edge_length_total': 66299.90799999995, 'edge_length_avg': 185.19527374301663, 'street_length_total': 33207.465000000004, 'street_length_avg': 183.46665745856356, 'street_segments_count': 181, 'node_density_km': 18.805296031576543, 'intersection_density_km': 15.386151298562625, 'edge_density_km': 9445.37421822946, 'street_density_km': 4730.880377145583, 'circuity_avg': 1.029669913426457, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029669913426457\n", - "6179\n", - "4011208.1153788045\n", - "{'n': 101, 'm': 252, 'k_avg': 4.99009900990099, 'intersection_count': 82, 'streets_per_node_avg': 2.712871287128713, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 74, 4: 7, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18811881188118812, 2: 0.0, 3: 0.7326732673267327, 4: 0.06930693069306931, 5: 0.009900990099009901}, 'edge_length_total': 45269.21600000001, 'edge_length_avg': 179.63974603174606, 'street_length_total': 22634.608000000007, 'street_length_avg': 179.63974603174609, 'street_segments_count': 126, 'node_density_km': 25.17944646471227, 'intersection_density_km': 20.442718911944617, 'edge_density_km': 11285.68119575739, 'street_density_km': 5642.840597878696, 'circuity_avg': 1.054195399092819, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054195399092819\n", - "6180\n", - "25057507.6074794\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 636, 'm': 1585, 'k_avg': 4.984276729559748, 'intersection_count': 477, 'streets_per_node_avg': 2.6163522012578615, 'streets_per_node_counts': {0: 0, 1: 159, 2: 0, 3: 403, 4: 74}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6336477987421384, 4: 0.11635220125786164}, 'edge_length_total': 277818.63699999935, 'edge_length_avg': 175.27989716088288, 'street_length_total': 140422.7499999999, 'street_length_avg': 173.36141975308632, 'street_segments_count': 810, 'node_density_km': 25.38161456290093, 'intersection_density_km': 19.036210922175698, 'edge_density_km': 11087.241450824638, 'street_density_km': 5604.019050884583, 'circuity_avg': 1.0921363862539673, 'self_loop_proportion': 0.0037854889589905363, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0921363862539673\n", - "6181\n", - "6012900.746300878\n", - "{'n': 256, 'm': 609, 'k_avg': 4.7578125, 'intersection_count': 184, 'streets_per_node_avg': 2.515625, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 164, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28125, 2: 0.0, 3: 0.640625, 4: 0.078125}, 'edge_length_total': 78551.51699999995, 'edge_length_avg': 128.98442857142848, 'street_length_total': 39768.90599999998, 'street_length_avg': 128.7019611650485, 'street_segments_count': 309, 'node_density_km': 42.575124852591415, 'intersection_density_km': 30.600870987800082, 'edge_density_km': 13063.830639200996, 'street_density_km': 6613.930227347543, 'circuity_avg': 1.0619281511235665, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0619281511235665\n", - "6182\n", - "5011949.10522598\n", - "{'n': 272, 'm': 745, 'k_avg': 5.477941176470588, 'intersection_count': 223, 'streets_per_node_avg': 2.7941176470588234, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 181, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1801470588235294, 2: 0.0, 3: 0.6654411764705882, 4: 0.15441176470588236}, 'edge_length_total': 79146.86999999984, 'edge_length_avg': 106.23740939597293, 'street_length_total': 39665.043999999994, 'street_length_avg': 106.34060053619301, 'street_segments_count': 373, 'node_density_km': 54.27030368612172, 'intersection_density_km': 44.49366809560715, 'edge_density_km': 15791.634818772014, 'street_density_km': 7914.095527953603, 'circuity_avg': 1.085029880114244, 'self_loop_proportion': 0.010738255033557046, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.085029880114244\n", - "6183\n", - "6014234.64711456\n", - "{'n': 170, 'm': 414, 'k_avg': 4.870588235294117, 'intersection_count': 122, 'streets_per_node_avg': 2.5294117647058822, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 106, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2823529411764706, 2: 0.0, 3: 0.6235294117647059, 4: 0.09411764705882353}, 'edge_length_total': 69292.38599999997, 'edge_length_avg': 167.37291304347818, 'street_length_total': 34646.19300000004, 'street_length_avg': 167.37291304347846, 'street_segments_count': 207, 'node_density_km': 28.266273262477483, 'intersection_density_km': 20.285207870719134, 'edge_density_km': 11521.397162853344, 'street_density_km': 5760.698581426681, 'circuity_avg': 1.073571011467279, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.073571011467279\n", - "6184\n", - "8018452.292143689\n", - "{'n': 276, 'm': 746, 'k_avg': 5.405797101449275, 'intersection_count': 225, 'streets_per_node_avg': 2.822463768115942, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 172, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18478260869565216, 2: 0.0, 3: 0.6231884057971014, 4: 0.19202898550724637}, 'edge_length_total': 103731.7400000003, 'edge_length_avg': 139.05058981233284, 'street_length_total': 51865.86999999999, 'street_length_avg': 139.05058981233242, 'street_segments_count': 373, 'node_density_km': 34.420607611573494, 'intersection_density_km': 28.060277944217525, 'edge_density_km': 12936.628693499179, 'street_density_km': 6468.314346749569, 'circuity_avg': 1.062181146097275, 'self_loop_proportion': 0.005361930294906166, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062181146097275\n", - "6185\n", - "16036347.80332163\n", - "{'n': 846, 'm': 2119, 'k_avg': 5.009456264775413, 'intersection_count': 605, 'streets_per_node_avg': 2.5602836879432624, 'streets_per_node_counts': {0: 0, 1: 241, 2: 0, 3: 499, 4: 102, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2848699763593381, 2: 0.0, 3: 0.5898345153664303, 4: 0.12056737588652482, 5: 0.004728132387706856}, 'edge_length_total': 222535.23000000007, 'edge_length_avg': 105.0189853704578, 'street_length_total': 111782.38600000001, 'street_length_avg': 104.95998685446011, 'street_segments_count': 1065, 'node_density_km': 52.755154127099125, 'intersection_density_km': 37.72679461807916, 'edge_density_km': 13876.927136358696, 'street_density_km': 6970.563832298922, 'circuity_avg': 1.052998945742829, 'self_loop_proportion': 0.002831524303916942, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052998945742829\n", - "6186\n", - "30066310.399091337\n", - "{'n': 1053, 'm': 2659, 'k_avg': 5.050332383665717, 'intersection_count': 795, 'streets_per_node_avg': 2.606837606837607, 'streets_per_node_counts': {0: 0, 1: 258, 2: 0, 3: 695, 4: 98, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.245014245014245, 2: 0.0, 3: 0.6600189933523267, 4: 0.09306742640075974, 5: 0.001899335232668566}, 'edge_length_total': 318564.7270000005, 'edge_length_avg': 119.806215494547, 'street_length_total': 160446.49700000003, 'street_length_avg': 118.5857331855137, 'street_segments_count': 1353, 'node_density_km': 35.02258794054836, 'intersection_density_km': 26.441554997849902, 'edge_density_km': 10595.404716157927, 'street_density_km': 5336.421225959572, 'circuity_avg': 1.078652087290815, 'self_loop_proportion': 0.0052651372696502444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078652087290815\n", - "6187\n", - "12026613.020084765\n", - "{'n': 423, 'm': 1218, 'k_avg': 5.75886524822695, 'intersection_count': 367, 'streets_per_node_avg': 2.9125295508274234, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 292, 4: 75}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13238770685579196, 2: 0.0, 3: 0.6903073286052009, 4: 0.1773049645390071}, 'edge_length_total': 133446.1099999999, 'edge_length_avg': 109.56166666666658, 'street_length_total': 66723.05500000002, 'street_length_avg': 109.56166666666671, 'street_segments_count': 609, 'node_density_km': 35.17199724424314, 'intersection_density_km': 30.515657183539556, 'edge_density_km': 11095.901213179583, 'street_density_km': 5547.950606589797, 'circuity_avg': 1.050843825171884, 'self_loop_proportion': 0.0016420361247947454, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050843825171884\n", - "6188\n", - "17042831.577297628\n", - "{'n': 721, 'm': 1909, 'k_avg': 5.295423023578364, 'intersection_count': 555, 'streets_per_node_avg': 2.7045769764216367, 'streets_per_node_counts': {0: 0, 1: 166, 2: 0, 3: 436, 4: 119}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2302357836338419, 2: 0.0, 3: 0.6047156726768377, 4: 0.1650485436893204}, 'edge_length_total': 258866.4550000004, 'edge_length_avg': 135.6031718177058, 'street_length_total': 130307.08899999998, 'street_length_avg': 135.87809071949945, 'street_segments_count': 959, 'node_density_km': 42.30517662102746, 'intersection_density_km': 32.56501112991711, 'edge_density_km': 15189.169348175135, 'street_density_km': 7645.85910557135, 'circuity_avg': 1.035404625439644, 'self_loop_proportion': 0.0010476689366160294, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035404625439644\n", - "6189\n", - "5012324.804438054\n", - "{'n': 101, 'm': 284, 'k_avg': 5.623762376237623, 'intersection_count': 91, 'streets_per_node_avg': 2.9207920792079207, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 79, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09900990099009901, 2: 0.0, 3: 0.7821782178217822, 4: 0.1188118811881188}, 'edge_length_total': 51434.05800000005, 'edge_length_avg': 181.1058380281692, 'street_length_total': 25717.029000000006, 'street_length_avg': 181.10583802816905, 'street_segments_count': 142, 'node_density_km': 20.150330224125092, 'intersection_density_km': 18.155248023716666, 'edge_density_km': 10261.517361057466, 'street_density_km': 5130.758680528729, 'circuity_avg': 1.039636500845433, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039636500845433\n", - "6190\n", - "18029996.64276573\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 492, 'm': 1361, 'k_avg': 5.532520325203252, 'intersection_count': 401, 'streets_per_node_avg': 2.8780487804878048, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 283, 4: 114, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18495934959349594, 2: 0.0, 3: 0.5752032520325203, 4: 0.23170731707317074, 5: 0.008130081300813009}, 'edge_length_total': 232746.76299999942, 'edge_length_avg': 171.01158192505468, 'street_length_total': 118071.49699999992, 'street_length_avg': 171.1181115942028, 'street_segments_count': 690, 'node_density_km': 27.287858658443383, 'intersection_density_km': 22.24071406917845, 'edge_density_km': 12908.863357630496, 'street_density_km': 6548.614475054512, 'circuity_avg': 1.0547306249537696, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0547306249537696\n", - "6191\n", - "10016929.0639074\n", - "{'n': 34, 'm': 88, 'k_avg': 5.176470588235294, 'intersection_count': 27, 'streets_per_node_avg': 2.7058823529411766, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 23, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20588235294117646, 2: 0.0, 3: 0.6764705882352942, 4: 0.11764705882352941}, 'edge_length_total': 22645.056000000008, 'edge_length_avg': 257.3301818181819, 'street_length_total': 11322.528, 'street_length_avg': 257.3301818181818, 'street_segments_count': 44, 'node_density_km': 3.3942538459723597, 'intersection_density_km': 2.6954368776839326, 'edge_density_km': 2260.6784829488083, 'street_density_km': 1130.339241474404, 'circuity_avg': 1.1300314245293883, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1300314245293883\n", - "6192\n", - "11019204.522451144\n", - "{'n': 218, 'm': 622, 'k_avg': 5.706422018348624, 'intersection_count': 196, 'streets_per_node_avg': 2.981651376146789, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 156, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10091743119266056, 2: 0.0, 3: 0.7155963302752294, 4: 0.1834862385321101}, 'edge_length_total': 123916.17199999992, 'edge_length_avg': 199.22214147909955, 'street_length_total': 61958.08600000005, 'street_length_avg': 199.22214147909983, 'street_segments_count': 311, 'node_density_km': 19.783642236228086, 'intersection_density_km': 17.787127882113325, 'edge_density_km': 11245.473459316067, 'street_density_km': 5622.736729658041, 'circuity_avg': 1.056272002739145, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056272002739145\n", - "6193\n", - "16026299.653595671\n", - "{'n': 389, 'm': 1017, 'k_avg': 5.22879177377892, 'intersection_count': 310, 'streets_per_node_avg': 2.7249357326478147, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 259, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20308483290488433, 2: 0.0, 3: 0.6658097686375322, 4: 0.13110539845758354}, 'edge_length_total': 202963.05699999988, 'edge_length_avg': 199.57036086528996, 'street_length_total': 101826.71999999994, 'street_length_avg': 199.66023529411754, 'street_segments_count': 510, 'node_density_km': 24.272602435255457, 'intersection_density_km': 19.343205025524917, 'edge_density_km': 12664.374271478378, 'street_density_km': 6353.726200118443, 'circuity_avg': 1.046464268562194, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.046464268562194\n", - "6194\n", - "6009037.778020806\n", - "{'n': 46, 'm': 112, 'k_avg': 4.869565217391305, 'intersection_count': 33, 'streets_per_node_avg': 2.5434782608695654, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 28, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2826086956521739, 2: 0.0, 3: 0.6086956521739131, 4: 0.10869565217391304}, 'edge_length_total': 25628.010000000013, 'edge_length_avg': 228.82151785714296, 'street_length_total': 12814.005, 'street_length_avg': 228.82151785714285, 'street_segments_count': 56, 'node_density_km': 7.6551357637080795, 'intersection_density_km': 5.491727830486231, 'edge_density_km': 4264.91078051453, 'street_density_km': 2132.455390257264, 'circuity_avg': 1.0327702997842556, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0327702997842556\n", - "6195\n", - "8015982.13847828\n", - "{'n': 199, 'm': 486, 'k_avg': 4.884422110552764, 'intersection_count': 143, 'streets_per_node_avg': 2.557788944723618, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 119, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2814070351758794, 2: 0.0, 3: 0.5979899497487438, 4: 0.12060301507537688}, 'edge_length_total': 85333.09599999998, 'edge_length_avg': 175.5825020576131, 'street_length_total': 42877.99299999999, 'street_length_avg': 175.01221632653056, 'street_segments_count': 245, 'node_density_km': 24.82540461820157, 'intersection_density_km': 17.83936110755188, 'edge_density_km': 10645.370027757976, 'street_density_km': 5349.062941916654, 'circuity_avg': 1.070102353652418, 'self_loop_proportion': 0.006172839506172839, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.070102353652418\n", - "6196\n", - "8013447.281311299\n", - "{'n': 240, 'm': 665, 'k_avg': 5.541666666666667, 'intersection_count': 199, 'streets_per_node_avg': 2.8833333333333333, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 147, 4: 51, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17083333333333334, 2: 0.0, 3: 0.6125, 4: 0.2125, 5: 0.0, 6: 0.004166666666666667}, 'edge_length_total': 97585.02399999999, 'edge_length_avg': 146.7443969924812, 'street_length_total': 48827.79199999999, 'street_length_avg': 146.19099401197602, 'street_segments_count': 334, 'node_density_km': 29.949657316610818, 'intersection_density_km': 24.833257525023136, 'edge_density_km': 12177.658450138508, 'street_density_km': 6093.231824694794, 'circuity_avg': 1.0441951389403414, 'self_loop_proportion': 0.0030075187969924814, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0441951389403414\n", - "6197\n", - "618157059.6204022\n", - "error with entry 6197\n", - "6198\n", - "22048549.2886482\n", - "{'n': 931, 'm': 2624, 'k_avg': 5.636949516648765, 'intersection_count': 783, 'streets_per_node_avg': 2.8818474758324384, 'streets_per_node_counts': {0: 0, 1: 148, 2: 5, 3: 588, 4: 189, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.158968850698174, 2: 0.0053705692803437165, 3: 0.631578947368421, 4: 0.20300751879699247, 5: 0.0010741138560687433}, 'edge_length_total': 320874.7359999993, 'edge_length_avg': 122.2845792682924, 'street_length_total': 161383.4429999999, 'street_length_avg': 122.07522163388798, 'street_segments_count': 1322, 'node_density_km': 42.225000285135756, 'intersection_density_km': 35.51254051907765, 'edge_density_km': 14553.099698273716, 'street_density_km': 7319.458567874529, 'circuity_avg': 1.0421233302967794, 'self_loop_proportion': 0.004192073170731708, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0421233302967794\n", - "6199\n", - "18028712.484128673\n", - "{'n': 834, 'm': 2190, 'k_avg': 5.251798561151079, 'intersection_count': 636, 'streets_per_node_avg': 2.7170263788968825, 'streets_per_node_counts': {0: 0, 1: 198, 2: 0, 3: 476, 4: 160}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23741007194244604, 2: 0.0, 3: 0.5707434052757794, 4: 0.19184652278177458}, 'edge_length_total': 266004.8629999999, 'edge_length_avg': 121.46340776255703, 'street_length_total': 133520.86, 'street_length_avg': 120.83335746606333, 'street_segments_count': 1105, 'node_density_km': 46.25954297813559, 'intersection_density_km': 35.27706155167175, 'edge_density_km': 14754.512460841206, 'street_density_km': 7406.0119444216125, 'circuity_avg': 1.042468728443731, 'self_loop_proportion': 0.0027397260273972603, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042468728443731\n", - "6200\n", - "222363974.1525696\n", - "error with entry 6200\n", - "6201\n", - "6010123.318509404\n", - "{'n': 101, 'm': 245, 'k_avg': 4.851485148514851, 'intersection_count': 75, 'streets_per_node_avg': 2.5346534653465347, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 70, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25742574257425743, 2: 0.0, 3: 0.693069306930693, 4: 0.04950495049504951}, 'edge_length_total': 34832.059, 'edge_length_avg': 142.17166938775512, 'street_length_total': 17454.489999999998, 'street_length_avg': 141.9064227642276, 'street_segments_count': 123, 'node_density_km': 16.804979639760443, 'intersection_density_km': 12.478945277049833, 'edge_density_km': 5795.564775306282, 'street_density_km': 2904.1816739841806, 'circuity_avg': 1.0418918434618964, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0418918434618964\n", - "6202\n", - "10019440.971201733\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 486, 'm': 1278, 'k_avg': 5.2592592592592595, 'intersection_count': 387, 'streets_per_node_avg': 2.757201646090535, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 307, 4: 80}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2037037037037037, 2: 0.0, 3: 0.6316872427983539, 4: 0.1646090534979424}, 'edge_length_total': 130187.60099999985, 'edge_length_avg': 101.86823239436607, 'street_length_total': 65124.965000000004, 'street_length_avg': 101.7577578125, 'street_segments_count': 640, 'node_density_km': 48.505700207913804, 'intersection_density_km': 38.62490942482025, 'edge_density_km': 12993.49947508949, 'street_density_km': 6499.860140619093, 'circuity_avg': 1.0469373307842518, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0469373307842518\n", - "6203\n", - "17026233.900354214\n", - "{'n': 304, 'm': 808, 'k_avg': 5.315789473684211, 'intersection_count': 247, 'streets_per_node_avg': 2.7565789473684212, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 207, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.680921052631579, 4: 0.13157894736842105}, 'edge_length_total': 173071.62200000006, 'edge_length_avg': 214.19755198019809, 'street_length_total': 86662.128, 'street_length_avg': 213.98056296296295, 'street_segments_count': 405, 'node_density_km': 17.854799938680248, 'intersection_density_km': 14.507024950177703, 'edge_density_km': 10164.997321950304, 'street_density_km': 5089.917624014144, 'circuity_avg': 1.0610963333092143, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0610963333092143\n", - "6204\n", - "10023271.982663434\n", - "{'n': 248, 'm': 610, 'k_avg': 4.919354838709677, 'intersection_count': 188, 'streets_per_node_avg': 2.592741935483871, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 169, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24193548387096775, 2: 0.0, 3: 0.6814516129032258, 4: 0.07661290322580645}, 'edge_length_total': 88908.08599999997, 'edge_length_avg': 145.75096065573766, 'street_length_total': 44454.04300000003, 'street_length_avg': 145.7509606557378, 'street_segments_count': 305, 'node_density_km': 24.74241948427106, 'intersection_density_km': 18.756350254205483, 'edge_density_km': 8870.165965143735, 'street_density_km': 4435.082982571872, 'circuity_avg': 1.0972348332070736, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0972348332070736\n", - "6205\n", - "13021323.661533285\n", - "{'n': 356, 'm': 929, 'k_avg': 5.219101123595506, 'intersection_count': 281, 'streets_per_node_avg': 2.691011235955056, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 241, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21067415730337077, 2: 0.0, 3: 0.6769662921348315, 4: 0.11235955056179775}, 'edge_length_total': 139716.233, 'edge_length_avg': 150.39422282023682, 'street_length_total': 69878.94600000005, 'street_length_avg': 149.95481974248938, 'street_segments_count': 466, 'node_density_km': 27.339770460638434, 'intersection_density_km': 21.579987357975842, 'edge_density_km': 10729.80264001426, 'street_density_km': 5366.500965368959, 'circuity_avg': 1.0416912579044628, 'self_loop_proportion': 0.004305705059203444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0416912579044628\n", - "6206\n", - "18028282.06251246\n", - "{'n': 564, 'm': 1575, 'k_avg': 5.585106382978723, 'intersection_count': 468, 'streets_per_node_avg': 2.8652482269503547, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 354, 4: 112, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1702127659574468, 2: 0.0, 3: 0.6276595744680851, 4: 0.19858156028368795, 5: 0.0035460992907801418}, 'edge_length_total': 225379.51299999942, 'edge_length_avg': 143.09810349206313, 'street_length_total': 113103.50200000007, 'street_length_avg': 142.8074520202021, 'street_segments_count': 792, 'node_density_km': 31.284178827707986, 'intersection_density_km': 25.959212218736415, 'edge_density_km': 12501.44146949241, 'street_density_km': 6273.670536539061, 'circuity_avg': 1.03437030043945, 'self_loop_proportion': 0.0025396825396825397, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03437030043945\n", - "6207\n", - "12022715.8222831\n", - "{'n': 537, 'm': 1544, 'k_avg': 5.750465549348231, 'intersection_count': 453, 'streets_per_node_avg': 2.968342644320298, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 303, 4: 149, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1564245810055866, 2: 0.0, 3: 0.5642458100558659, 4: 0.2774674115456238, 5: 0.00186219739292365}, 'edge_length_total': 199365.64799999987, 'edge_length_avg': 129.12282901554397, 'street_length_total': 100221.00600000005, 'street_length_avg': 128.65340949935822, 'street_segments_count': 779, 'node_density_km': 44.665448966590006, 'intersection_density_km': 37.67867482656475, 'edge_density_km': 16582.41373637829, 'street_density_km': 8335.970631049, 'circuity_avg': 1.0335524862896424, 'self_loop_proportion': 0.0025906735751295338, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0335524862896424\n", - "6208\n", - "11015487.065231586\n", - "{'n': 583, 'm': 1549, 'k_avg': 5.313893653516295, 'intersection_count': 463, 'streets_per_node_avg': 2.69811320754717, 'streets_per_node_counts': {0: 0, 1: 120, 2: 0, 3: 399, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2058319039451115, 2: 0.0, 3: 0.6843910806174958, 4: 0.1097770154373928}, 'edge_length_total': 166966.92500000066, 'edge_length_avg': 107.79013879922573, 'street_length_total': 84781.24000000005, 'street_length_avg': 108.4159079283888, 'street_segments_count': 782, 'node_density_km': 52.92548541408897, 'intersection_density_km': 42.03173198408781, 'edge_density_km': 15157.470932629198, 'street_density_km': 7696.5493670812675, 'circuity_avg': 1.113411789909558, 'self_loop_proportion': 0.005164622336991607, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.113411789909558\n", - "6209\n", - "29041065.369766284\n", - "{'n': 2715, 'm': 7208, 'k_avg': 5.3097605893186, 'intersection_count': 2068, 'streets_per_node_avg': 2.7189686924493555, 'streets_per_node_counts': {0: 0, 1: 647, 2: 0, 3: 1547, 4: 511, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23830570902394108, 2: 0.0, 3: 0.5697974217311234, 4: 0.18821362799263353, 5: 0.003683241252302026}, 'edge_length_total': 606100.076, 'edge_length_avg': 84.08713596004439, 'street_length_total': 306022.90199999977, 'street_length_avg': 83.43045310796067, 'street_segments_count': 3668, 'node_density_km': 93.48830579839881, 'intersection_density_km': 71.20950879966436, 'edge_density_km': 20870.44907901317, 'street_density_km': 10537.592133881919, 'circuity_avg': 1.0754823310168056, 'self_loop_proportion': 0.0022197558268590455, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0754823310168056\n", - "6210\n", - "21030949.19749987\n", - "{'n': 1088, 'm': 2880, 'k_avg': 5.294117647058823, 'intersection_count': 854, 'streets_per_node_avg': 2.7095588235294117, 'streets_per_node_counts': {0: 0, 1: 234, 2: 0, 3: 704, 4: 148, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21507352941176472, 2: 0.0, 3: 0.6470588235294118, 4: 0.13602941176470587, 5: 0.001838235294117647}, 'edge_length_total': 323038.77400000027, 'edge_length_avg': 112.16624097222231, 'street_length_total': 161519.3870000001, 'street_length_avg': 112.1662409722223, 'street_segments_count': 1440, 'node_density_km': 51.73328078455631, 'intersection_density_km': 40.60682149817195, 'edge_density_km': 15360.161396728714, 'street_density_km': 7680.080698364356, 'circuity_avg': 1.0667717787177122, 'self_loop_proportion': 0.0020833333333333333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0667717787177122\n", - "6211\n", - "46064547.08499087\n", - "{'n': 2027, 'm': 5624, 'k_avg': 5.549087321164282, 'intersection_count': 1670, 'streets_per_node_avg': 2.831277750370005, 'streets_per_node_counts': {0: 0, 1: 357, 2: 1, 3: 1305, 4: 355, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1761223482979773, 2: 0.000493339911198816, 3: 0.6438085841144549, 4: 0.17513566847557968, 5: 0.004440059200789344}, 'edge_length_total': 691706.4230000003, 'edge_length_avg': 122.99189598150788, 'street_length_total': 349071.7189999997, 'street_length_avg': 122.73970428973266, 'street_segments_count': 2844, 'node_density_km': 44.0034718296504, 'intersection_density_km': 36.25347703774848, 'edge_density_km': 15016.025702451287, 'street_density_km': 7577.882364846634, 'circuity_avg': 1.0456484411126659, 'self_loop_proportion': 0.0010668563300142249, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456484411126659\n", - "6212\n", - "18037901.292035718\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 676, 'm': 1804, 'k_avg': 5.337278106508876, 'intersection_count': 532, 'streets_per_node_avg': 2.717455621301775, 'streets_per_node_counts': {0: 0, 1: 144, 2: 0, 3: 435, 4: 97}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21301775147928995, 2: 0.0, 3: 0.643491124260355, 4: 0.14349112426035504}, 'edge_length_total': 247663.22200000004, 'edge_length_avg': 137.28559977827052, 'street_length_total': 123831.61099999995, 'street_length_avg': 137.28559977827044, 'street_segments_count': 902, 'node_density_km': 37.47664371012356, 'intersection_density_km': 29.493453334002567, 'edge_density_km': 13730.157294371653, 'street_density_km': 6865.078647185822, 'circuity_avg': 1.0806546796776864, 'self_loop_proportion': 0.005543237250554324, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0806546796776864\n", - "6213\n", - "8010951.769426624\n", - "{'n': 124, 'm': 308, 'k_avg': 4.967741935483871, 'intersection_count': 102, 'streets_per_node_avg': 2.774193548387097, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 86, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1774193548387097, 2: 0.0, 3: 0.6935483870967742, 4: 0.12903225806451613}, 'edge_length_total': 57561.61399999994, 'edge_length_avg': 186.88835714285696, 'street_length_total': 29072.271, 'street_length_avg': 179.45846296296295, 'street_segments_count': 162, 'node_density_km': 15.478809955296382, 'intersection_density_km': 12.732569479356702, 'edge_density_km': 7185.365192146183, 'street_density_km': 3629.0657885312444, 'circuity_avg': 1.0653709172435424, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0653709172435424\n", - "6214\n", - "10018617.43507449\n", - "{'n': 112, 'm': 286, 'k_avg': 5.107142857142857, 'intersection_count': 89, 'streets_per_node_avg': 2.642857142857143, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 83, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20535714285714285, 2: 0.0, 3: 0.7410714285714286, 4: 0.05357142857142857}, 'edge_length_total': 66983.81800000001, 'edge_length_avg': 234.2091538461539, 'street_length_total': 33491.90899999999, 'street_length_avg': 234.20915384615378, 'street_segments_count': 143, 'node_density_km': 11.17918722077317, 'intersection_density_km': 8.883461273650108, 'edge_density_km': 6685.934305216036, 'street_density_km': 3342.9671526080165, 'circuity_avg': 1.0752435261926498, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0752435261926498\n", - "6215\n", - "50097295.465770215\n", - "{'n': 2428, 'm': 6482, 'k_avg': 5.339373970345964, 'intersection_count': 1918, 'streets_per_node_avg': 2.742998352553542, 'streets_per_node_counts': {0: 0, 1: 510, 2: 0, 3: 1533, 4: 374, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2100494233937397, 2: 0.0, 3: 0.6313838550247117, 4: 0.15403624382207579, 5: 0.004530477759472817}, 'edge_length_total': 746544.4530000009, 'edge_length_avg': 115.17193042270918, 'street_length_total': 378601.43699999916, 'street_length_avg': 114.7972822922981, 'street_segments_count': 3298, 'node_density_km': 48.465690162036196, 'intersection_density_km': 38.28549988912085, 'edge_density_km': 14901.891330842189, 'street_density_km': 7557.322875017968, 'circuity_avg': 1.0694598081826763, 'self_loop_proportion': 0.0018512804689910522, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0694598081826763\n", - "6216\n", - "27040044.67745043\n", - "{'n': 1909, 'm': 5105, 'k_avg': 5.34834992142483, 'intersection_count': 1511, 'streets_per_node_avg': 2.746987951807229, 'streets_per_node_counts': {0: 0, 1: 398, 2: 2, 3: 1199, 4: 305, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20848611838658984, 2: 0.0010476689366160294, 3: 0.6280775275013096, 4: 0.15976951283394447, 5: 0.0026191723415400735}, 'edge_length_total': 515752.18099999987, 'edge_length_avg': 101.02883075416256, 'street_length_total': 258688.51200000016, 'street_length_avg': 100.97131615925065, 'street_segments_count': 2562, 'node_density_km': 70.59899577725096, 'intersection_density_km': 55.88008518566066, 'edge_density_km': 19073.643817981647, 'street_density_km': 9566.867033164664, 'circuity_avg': 1.0617638725489047, 'self_loop_proportion': 0.0031341821743388833, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0617638725489047\n", - "6217\n", - "6009582.499391561\n", - "{'n': 38, 'm': 86, 'k_avg': 4.526315789473684, 'intersection_count': 27, 'streets_per_node_avg': 2.4473684210526314, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 26, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2894736842105263, 2: 0.0, 3: 0.6842105263157895, 4: 0.02631578947368421}, 'edge_length_total': 21293.26400000001, 'edge_length_avg': 247.59609302325592, 'street_length_total': 10646.631999999998, 'street_length_avg': 247.59609302325578, 'street_segments_count': 43, 'node_density_km': 6.32323460137993, 'intersection_density_km': 4.492824585191003, 'edge_density_km': 3543.218518450465, 'street_density_km': 1771.6092592252314, 'circuity_avg': 1.073333459112434, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.073333459112434\n", - "6218\n", - "17033378.04081785\n", - "{'n': 577, 'm': 1494, 'k_avg': 5.1785095320623915, 'intersection_count': 464, 'streets_per_node_avg': 2.6915077989601386, 'streets_per_node_counts': {0: 0, 1: 113, 2: 0, 3: 416, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19584055459272098, 2: 0.0, 3: 0.7209705372616985, 4: 0.0831889081455806}, 'edge_length_total': 179151.94499999986, 'edge_length_avg': 119.91428714859428, 'street_length_total': 90676.327, 'street_length_avg': 118.06813411458334, 'street_segments_count': 768, 'node_density_km': 33.87466647057965, 'intersection_density_km': 27.24063300233788, 'edge_density_km': 10517.699106465554, 'street_density_km': 5323.449452170219, 'circuity_avg': 1.1160373549276452, 'self_loop_proportion': 0.008032128514056224, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1160373549276452\n", - "6219\n", - "9013897.714843724\n", - "{'n': 198, 'm': 520, 'k_avg': 5.252525252525253, 'intersection_count': 162, 'streets_per_node_avg': 2.797979797979798, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 130, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.6565656565656566, 4: 0.16161616161616163}, 'edge_length_total': 96413.77599999993, 'edge_length_avg': 185.41110769230755, 'street_length_total': 48206.888000000006, 'street_length_avg': 185.41110769230772, 'street_segments_count': 260, 'node_density_km': 21.966080186814366, 'intersection_density_km': 17.97224742557539, 'edge_density_km': 10696.124922876548, 'street_density_km': 5348.06246143828, 'circuity_avg': 1.035763345013996, 'self_loop_proportion': 0.0038461538461538464, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035763345013996\n", - "6220\n", - "16022587.922768703\n", - "{'n': 579, 'm': 1478, 'k_avg': 5.105354058721934, 'intersection_count': 461, 'streets_per_node_avg': 2.70293609671848, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 397, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20379965457685664, 2: 0.0, 3: 0.6856649395509499, 4: 0.11053540587219343}, 'edge_length_total': 188686.49200000011, 'edge_length_avg': 127.66339106901226, 'street_length_total': 95124.19100000008, 'street_length_avg': 126.83225466666677, 'street_segments_count': 750, 'node_density_km': 36.13648449244701, 'intersection_density_km': 28.771881435264373, 'edge_density_km': 11776.28064264634, 'street_density_km': 5936.8805750053025, 'circuity_avg': 1.071990290050552, 'self_loop_proportion': 0.0027063599458728013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071990290050552\n", - "6221\n", - "18026205.096561704\n", - "{'n': 802, 'm': 2207, 'k_avg': 5.503740648379052, 'intersection_count': 659, 'streets_per_node_avg': 2.85286783042394, 'streets_per_node_counts': {0: 0, 1: 143, 2: 1, 3: 491, 4: 165, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17830423940149626, 2: 0.0012468827930174563, 3: 0.6122194513715711, 4: 0.2057356608478803, 5: 0.0024937655860349127}, 'edge_length_total': 288081.10399999964, 'edge_length_avg': 130.53063162664233, 'street_length_total': 146489.78399999999, 'street_length_avg': 131.26324731182794, 'street_segments_count': 1116, 'node_density_km': 44.49078415029087, 'intersection_density_km': 36.55788872199712, 'edge_density_km': 15981.239670625288, 'street_density_km': 8126.490474023358, 'circuity_avg': 1.061839278513814, 'self_loop_proportion': 0.005437245129134572, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061839278513814\n", - "6222\n", - "11023357.889267294\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 130, 'm': 330, 'k_avg': 5.076923076923077, 'intersection_count': 103, 'streets_per_node_avg': 2.6538461538461537, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 94, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2076923076923077, 2: 0.0, 3: 0.7230769230769231, 4: 0.06923076923076923}, 'edge_length_total': 73163.79999999999, 'edge_length_avg': 221.7084848484848, 'street_length_total': 36581.89999999999, 'street_length_avg': 221.70848484848477, 'street_segments_count': 165, 'node_density_km': 11.79313974071116, 'intersection_density_km': 9.343795333024996, 'edge_density_km': 6637.160902780331, 'street_density_km': 3318.5804513901644, 'circuity_avg': 1.034179066465376, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034179066465376\n", - "6223\n", - "8015757.333404854\n", - "{'n': 235, 'm': 648, 'k_avg': 5.514893617021277, 'intersection_count': 198, 'streets_per_node_avg': 2.9063829787234043, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 147, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1574468085106383, 2: 0.0, 3: 0.625531914893617, 4: 0.2127659574468085, 5: 0.00425531914893617}, 'edge_length_total': 109127.99199999991, 'edge_length_avg': 168.40739506172827, 'street_length_total': 54563.99599999999, 'street_length_avg': 168.40739506172838, 'street_segments_count': 324, 'node_density_km': 29.31725478023909, 'intersection_density_km': 24.70134658079719, 'edge_density_km': 13614.183596254852, 'street_density_km': 6807.091798127431, 'circuity_avg': 1.0304706748270653, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0304706748270653\n", - "6224\n", - "8018910.046677008\n", - "error with entry 6224\n", - "6225\n", - "9016042.420448074\n", - "{'n': 281, 'm': 750, 'k_avg': 5.338078291814947, 'intersection_count': 244, 'streets_per_node_avg': 2.889679715302491, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 201, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13167259786476868, 2: 0.0, 3: 0.7153024911032029, 4: 0.15302491103202848}, 'edge_length_total': 113611.82999999991, 'edge_length_avg': 151.48243999999988, 'street_length_total': 57454.785999999986, 'street_length_avg': 151.19680526315787, 'street_segments_count': 380, 'node_density_km': 31.166667912154193, 'intersection_density_km': 27.062871781372326, 'edge_density_km': 12601.07536121749, 'street_density_km': 6372.506175181087, 'circuity_avg': 1.0433530016610937, 'self_loop_proportion': 0.0026666666666666666, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0433530016610937\n", - "6226\n", - "17032132.11530652\n", - "{'n': 389, 'm': 1048, 'k_avg': 5.388174807197943, 'intersection_count': 305, 'streets_per_node_avg': 2.7377892030848328, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 240, 4: 64, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2159383033419023, 2: 0.0, 3: 0.6169665809768637, 4: 0.16452442159383032, 5: 0.002570694087403599}, 'edge_length_total': 135631.1480000002, 'edge_length_avg': 129.41903435114523, 'street_length_total': 67815.57399999996, 'street_length_avg': 129.41903435114497, 'street_segments_count': 524, 'node_density_km': 22.83918404146311, 'intersection_density_km': 17.907329389836114, 'edge_density_km': 7963.251287729886, 'street_density_km': 3981.6256438649352, 'circuity_avg': 1.0560396823535876, 'self_loop_proportion': 0.003816793893129771, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0560396823535876\n", - "6227\n", - "35083043.505892046\n", - "{'n': 1761, 'm': 4685, 'k_avg': 5.32084043157297, 'intersection_count': 1410, 'streets_per_node_avg': 2.7262918796138558, 'streets_per_node_counts': {0: 0, 1: 351, 2: 2, 3: 1188, 4: 218, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19931856899488926, 2: 0.001135718341851221, 3: 0.6746166950596252, 4: 0.12379329926178308, 5: 0.001135718341851221}, 'edge_length_total': 473317.825000001, 'edge_length_avg': 101.02835112059786, 'street_length_total': 237881.07399999964, 'street_length_avg': 100.71171634208282, 'street_segments_count': 2362, 'node_density_km': 50.195189015008, 'intersection_density_km': 40.19035577010862, 'edge_density_km': 13491.355871690817, 'street_density_km': 6780.514180876256, 'circuity_avg': 1.050935713082038, 'self_loop_proportion': 0.0012806830309498398, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050935713082038\n", - "6228\n", - "15028783.103529748\n", - "{'n': 553, 'm': 1579, 'k_avg': 5.710669077757685, 'intersection_count': 459, 'streets_per_node_avg': 2.9819168173598554, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 282, 4: 176, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16998191681735986, 2: 0.0, 3: 0.5099457504520796, 4: 0.3182640144665461, 5: 0.0018083182640144665}, 'edge_length_total': 233984.86199999985, 'edge_length_avg': 148.18547308423044, 'street_length_total': 117865.00699999997, 'street_length_avg': 148.63178688524587, 'street_segments_count': 793, 'node_density_km': 36.79605968031565, 'intersection_density_km': 30.541394924529623, 'edge_density_km': 15569.115635519738, 'street_density_km': 7842.618140674178, 'circuity_avg': 1.0442474650249791, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0442474650249791\n", - "6229\n", - "69123233.7203878\n", - "{'n': 2631, 'm': 7092, 'k_avg': 5.391106043329533, 'intersection_count': 2096, 'streets_per_node_avg': 2.7514253135689852, 'streets_per_node_counts': {0: 0, 1: 535, 2: 0, 3: 1685, 4: 406, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20334473584188523, 2: 0.0, 3: 0.6404408969973394, 4: 0.15431394906879514, 5: 0.0019004180919802356}, 'edge_length_total': 1025651.4310000056, 'edge_length_avg': 144.62090115623317, 'street_length_total': 515756.2550000011, 'street_length_avg': 144.6721612903229, 'street_segments_count': 3565, 'node_density_km': 38.06245539152186, 'intersection_density_km': 30.322655454439303, 'edge_density_km': 14838.012861911162, 'street_density_km': 7461.402299063441, 'circuity_avg': 1.0566558897228373, 'self_loop_proportion': 0.001692047377326565, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0566558897228373\n", - "6230\n", - "7016629.716544776\n", - "{'n': 224, 'm': 558, 'k_avg': 4.982142857142857, 'intersection_count': 165, 'streets_per_node_avg': 2.5892857142857144, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 139, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26339285714285715, 2: 0.0, 3: 0.6205357142857143, 4: 0.11607142857142858}, 'edge_length_total': 87266.30400000012, 'edge_length_avg': 156.3912258064518, 'street_length_total': 43633.15200000002, 'street_length_avg': 156.39122580645167, 'street_segments_count': 279, 'node_density_km': 31.92415861304779, 'intersection_density_km': 23.515563264075382, 'edge_density_km': 12437.068439600227, 'street_density_km': 6218.534219800107, 'circuity_avg': 1.039637879854386, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039637879854386\n", - "6231\n", - "215472833.51020774\n", - "{'n': 27364, 'm': 75593, 'k_avg': 5.5249963455635145, 'intersection_count': 22365, 'streets_per_node_avg': 2.845526969741266, 'streets_per_node_counts': {0: 0, 1: 4999, 2: 24, 3: 16696, 4: 5508, 5: 128, 6: 7, 7: 0, 8: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18268527992983483, 2: 0.00087706475661453, 3: 0.6101447156848414, 4: 0.20128636164303465, 5: 0.00467767870194416, 6: 0.00025581055401257126, 7: 0.0, 8: 7.30887297178775e-05}, 'edge_length_total': 4589011.68000002, 'edge_length_avg': 60.706833701533476, 'street_length_total': 2355736.3759999988, 'street_length_avg': 60.74930053122902, 'street_segments_count': 38778, 'node_density_km': 126.99512766514793, 'intersection_density_km': 103.79498721791528, 'edge_density_km': 21297.40257851402, 'street_density_km': 10932.869529876947, 'circuity_avg': 1.07318816271692, 'self_loop_proportion': 0.002420859074252907, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07318816271692\n", - "6232\n", - "9020456.911930896\n", - "{'n': 336, 'm': 835, 'k_avg': 4.970238095238095, 'intersection_count': 250, 'streets_per_node_avg': 2.6011904761904763, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 214, 4: 34, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25595238095238093, 2: 0.0, 3: 0.6369047619047619, 4: 0.10119047619047619, 5: 0.005952380952380952}, 'edge_length_total': 95791.85500000016, 'edge_length_avg': 114.72078443113791, 'street_length_total': 47929.074, 'street_length_avg': 114.66285645933014, 'street_segments_count': 418, 'node_density_km': 37.24866747665409, 'intersection_density_km': 27.71478234870096, 'edge_density_km': 10619.401648413306, 'street_density_km': 5313.375416339129, 'circuity_avg': 1.0449483905358194, 'self_loop_proportion': 0.003592814371257485, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0449483905358194\n", - "6233\n", - "12031454.636907667\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 335, 'm': 930, 'k_avg': 5.552238805970149, 'intersection_count': 289, 'streets_per_node_avg': 2.976119402985075, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 205, 4: 84}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1373134328358209, 2: 0.0, 3: 0.6119402985074627, 4: 0.2507462686567164}, 'edge_length_total': 141158.7389999999, 'edge_length_avg': 151.78359032258055, 'street_length_total': 72660.69899999994, 'street_length_avg': 151.37645624999988, 'street_segments_count': 480, 'node_density_km': 27.843682257036043, 'intersection_density_km': 24.020370663532585, 'edge_density_km': 11732.47485528322, 'street_density_km': 6039.2281060601035, 'circuity_avg': 1.060203150293727, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060203150293727\n", - "6234\n", - "17039872.616179608\n", - "{'n': 787, 'm': 2082, 'k_avg': 5.290978398983482, 'intersection_count': 605, 'streets_per_node_avg': 2.692503176620076, 'streets_per_node_counts': {0: 0, 1: 182, 2: 0, 3: 483, 4: 122}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2312579415501906, 2: 0.0, 3: 0.613722998729352, 4: 0.15501905972045743}, 'edge_length_total': 253696.03100000083, 'edge_length_avg': 121.85208021133566, 'street_length_total': 127409.10099999992, 'street_length_avg': 121.45767492850327, 'street_segments_count': 1049, 'node_density_km': 46.185791274796976, 'intersection_density_km': 35.504960255720675, 'edge_density_km': 14888.376029238198, 'street_density_km': 7477.115813590245, 'circuity_avg': 1.060564694162439, 'self_loop_proportion': 0.0009606147934678194, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060564694162439\n", - "6235\n", - "39070745.437617786\n", - "{'n': 1150, 'm': 3077, 'k_avg': 5.351304347826087, 'intersection_count': 887, 'streets_per_node_avg': 2.736521739130435, 'streets_per_node_counts': {0: 0, 1: 263, 2: 0, 3: 665, 4: 221, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22869565217391305, 2: 0.0, 3: 0.5782608695652174, 4: 0.19217391304347825, 5: 0.0008695652173913044}, 'edge_length_total': 499267.65200000047, 'edge_length_avg': 162.25793045173887, 'street_length_total': 250062.64299999972, 'street_length_avg': 161.95767033678737, 'street_segments_count': 1544, 'node_density_km': 29.433787021958533, 'intersection_density_km': 22.70240790302367, 'edge_density_km': 12778.554552975063, 'street_density_km': 6400.252674965253, 'circuity_avg': 1.0453303221352535, 'self_loop_proportion': 0.0012999675008124798, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0453303221352535\n", - "6236\n", - "52123482.39247467\n", - "{'n': 3857, 'm': 9981, 'k_avg': 5.175525019445165, 'intersection_count': 2906, 'streets_per_node_avg': 2.6515426497277677, 'streets_per_node_counts': {0: 0, 1: 951, 2: 0, 3: 2359, 4: 537, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2465646875810215, 2: 0.0, 3: 0.6116152450090744, 4: 0.1392273787918071, 5: 0.00233341975628727, 6: 0.00025926886180969663}, 'edge_length_total': 894029.1290000018, 'edge_length_avg': 89.57310179340766, 'street_length_total': 453404.7879999994, 'street_length_avg': 89.14761856075489, 'street_segments_count': 5086, 'node_density_km': 73.99735825319405, 'intersection_density_km': 55.75222273367433, 'edge_density_km': 17152.137347006526, 'street_density_km': 8698.666458737218, 'circuity_avg': 1.0746083986637753, 'self_loop_proportion': 0.0040076144674882274, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0746083986637753\n", - "6237\n", - "10026128.03736167\n", - "{'n': 299, 'm': 807, 'k_avg': 5.39799331103679, 'intersection_count': 230, 'streets_per_node_avg': 2.765886287625418, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 162, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.5418060200668896, 4: 0.22742474916387959}, 'edge_length_total': 126773.94099999998, 'edge_length_avg': 157.09286369268895, 'street_length_total': 63461.77500000002, 'street_length_avg': 157.08360148514856, 'street_segments_count': 404, 'node_density_km': 29.822080755980497, 'intersection_density_km': 22.940062119984997, 'edge_density_km': 12644.356877110054, 'street_density_km': 6329.639394541354, 'circuity_avg': 1.024116564913226, 'self_loop_proportion': 0.0024783147459727386, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.024116564913226\n", - "6238\n", - "21047432.73367662\n", - "{'n': 921, 'm': 2608, 'k_avg': 5.6634093376764385, 'intersection_count': 751, 'streets_per_node_avg': 2.9131378935939196, 'streets_per_node_counts': {0: 0, 1: 170, 2: 0, 3: 495, 4: 252, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18458197611292074, 2: 0.0, 3: 0.5374592833876222, 4: 0.2736156351791531, 5: 0.004343105320304018}, 'edge_length_total': 342518.16099999944, 'edge_length_avg': 131.33365069018384, 'street_length_total': 173488.49299999996, 'street_length_avg': 131.13264777021917, 'street_segments_count': 1323, 'node_density_km': 43.758305901430354, 'intersection_density_km': 35.681311326790656, 'edge_density_km': 16273.631341838596, 'street_density_km': 8242.73892190245, 'circuity_avg': 1.0478501182282662, 'self_loop_proportion': 0.0015337423312883436, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0478501182282662\n", - "6239\n", - "11018438.861864083\n", - "{'n': 51, 'm': 138, 'k_avg': 5.411764705882353, 'intersection_count': 43, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 27, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1568627450980392, 2: 0.0, 3: 0.5294117647058824, 4: 0.3137254901960784}, 'edge_length_total': 28506.153999999995, 'edge_length_avg': 206.5663333333333, 'street_length_total': 14253.077000000005, 'street_length_avg': 206.5663333333334, 'street_segments_count': 69, 'node_density_km': 4.628604890345772, 'intersection_density_km': 3.902549221271926, 'edge_density_km': 2587.1318393990136, 'street_density_km': 1293.5659196995075, 'circuity_avg': 1.0654487001684445, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0654487001684445\n", - "6240\n", - "33075335.06139202\n", - "{'n': 1340, 'm': 3672, 'k_avg': 5.480597014925373, 'intersection_count': 1095, 'streets_per_node_avg': 2.796268656716418, 'streets_per_node_counts': {0: 0, 1: 245, 2: 0, 3: 881, 4: 211, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1828358208955224, 2: 0.0, 3: 0.6574626865671642, 4: 0.15746268656716417, 5: 0.002238805970149254}, 'edge_length_total': 456921.1379999997, 'edge_length_avg': 124.43386111111103, 'street_length_total': 228799.62199999983, 'street_length_avg': 124.1452099837221, 'street_segments_count': 1843, 'node_density_km': 40.51357295437189, 'intersection_density_km': 33.106240585848674, 'edge_density_km': 13814.558103550458, 'street_density_km': 6917.529983455003, 'circuity_avg': 1.0549936220112113, 'self_loop_proportion': 0.0005446623093681918, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0549936220112113\n", - "6241\n", - "33056572.054224513\n", - "{'n': 741, 'm': 1966, 'k_avg': 5.3063427800269904, 'intersection_count': 606, 'streets_per_node_avg': 2.736842105263158, 'streets_per_node_counts': {0: 0, 1: 135, 2: 0, 3: 533, 4: 71, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18218623481781376, 2: 0.0, 3: 0.7192982456140351, 4: 0.09581646423751687, 5: 0.002699055330634278}, 'edge_length_total': 299104.42199999955, 'edge_length_avg': 152.13856663275664, 'street_length_total': 150407.83400000012, 'street_length_avg': 151.16365226130665, 'street_segments_count': 995, 'node_density_km': 22.41611739972605, 'intersection_density_km': 18.33220937143588, 'edge_density_km': 9048.258891132515, 'street_density_km': 4550.013042891377, 'circuity_avg': 1.0732778399063034, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0732778399063034\n", - "6242\n", - "23040500.254369278\n", - "{'n': 630, 'm': 1890, 'k_avg': 6.0, 'intersection_count': 534, 'streets_per_node_avg': 3.0365079365079364, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 319, 4: 215}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1523809523809524, 2: 0.0, 3: 0.5063492063492063, 4: 0.3412698412698413}, 'edge_length_total': 280430.66599999927, 'edge_length_avg': 148.37601375661336, 'street_length_total': 140215.33299999996, 'street_length_avg': 148.3760137566137, 'street_segments_count': 945, 'node_density_km': 27.343156313653832, 'intersection_density_km': 23.17658011347801, 'edge_density_km': 12171.205612031792, 'street_density_km': 6085.60280601591, 'circuity_avg': 1.0296309401088855, 'self_loop_proportion': 0.0021164021164021165, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0296309401088855\n", - "6243\n", - "8017303.742734603\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 192, 'm': 499, 'k_avg': 5.197916666666667, 'intersection_count': 154, 'streets_per_node_avg': 2.7447916666666665, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 127, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19791666666666666, 2: 0.0, 3: 0.6614583333333334, 4: 0.140625}, 'edge_length_total': 94801.1029999999, 'edge_length_avg': 189.98217034068117, 'street_length_total': 47477.90000000002, 'street_length_avg': 189.9116000000001, 'street_segments_count': 250, 'node_density_km': 23.948200811774555, 'intersection_density_km': 19.208452734444176, 'edge_density_km': 11824.56172823813, 'street_density_km': 5921.928558965374, 'circuity_avg': 1.084788101979885, 'self_loop_proportion': 0.008016032064128256, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084788101979885\n", - "6244\n", - "11020726.305565061\n", - "{'n': 478, 'm': 1341, 'k_avg': 5.610878661087866, 'intersection_count': 402, 'streets_per_node_avg': 2.926778242677824, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 286, 4: 115, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1589958158995816, 2: 0.0, 3: 0.5983263598326359, 4: 0.2405857740585774, 5: 0.0020920502092050207}, 'edge_length_total': 179088.19200000007, 'edge_length_avg': 133.5482416107383, 'street_length_total': 90111.92800000012, 'street_length_avg': 133.69722255192895, 'street_segments_count': 674, 'node_density_km': 43.37282196715362, 'intersection_density_km': 36.47672475061873, 'edge_density_km': 16250.126083756124, 'street_density_km': 8176.587050755167, 'circuity_avg': 1.029764548588102, 'self_loop_proportion': 0.002982848620432513, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029764548588102\n", - "6245\n", - "10019194.673932966\n", - "{'n': 300, 'm': 801, 'k_avg': 5.34, 'intersection_count': 247, 'streets_per_node_avg': 2.7733333333333334, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 209, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17666666666666667, 2: 0.0, 3: 0.6966666666666667, 4: 0.12666666666666668}, 'edge_length_total': 139854.7259999997, 'edge_length_avg': 174.60015730337042, 'street_length_total': 70356.05299999996, 'street_length_avg': 174.14864603960385, 'street_segments_count': 404, 'node_density_km': 29.942526297099793, 'intersection_density_km': 24.652679984612163, 'edge_density_km': 13958.679370095591, 'street_density_km': 7022.126557042152, 'circuity_avg': 1.0445528052908857, 'self_loop_proportion': 0.0024968789013732834, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0445528052908857\n", - "6246\n", - "16027015.430021266\n", - "{'n': 955, 'm': 2390, 'k_avg': 5.005235602094241, 'intersection_count': 721, 'streets_per_node_avg': 2.661780104712042, 'streets_per_node_counts': {0: 0, 1: 234, 2: 1, 3: 577, 4: 140, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2450261780104712, 2: 0.0010471204188481676, 3: 0.6041884816753926, 4: 0.14659685863874344, 5: 0.0031413612565445027}, 'edge_length_total': 248742.29899999962, 'edge_length_avg': 104.07627573221741, 'street_length_total': 127597.8469999999, 'street_length_avg': 102.48823052208827, 'street_segments_count': 1245, 'node_density_km': 59.58688965951366, 'intersection_density_km': 44.98654182671136, 'edge_density_km': 15520.18840226883, 'street_density_km': 7961.422858618325, 'circuity_avg': 1.0763832272627043, 'self_loop_proportion': 0.0016736401673640166, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0763832272627043\n", - "6247\n", - "15034753.031320952\n", - "{'n': 875, 'm': 2380, 'k_avg': 5.44, 'intersection_count': 717, 'streets_per_node_avg': 2.8182857142857145, 'streets_per_node_counts': {0: 0, 1: 158, 2: 0, 3: 562, 4: 153, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18057142857142858, 2: 0.0, 3: 0.6422857142857142, 4: 0.17485714285714285, 5: 0.002285714285714286}, 'edge_length_total': 262044.62400000065, 'edge_length_avg': 110.10278319327759, 'street_length_total': 132034.03099999987, 'street_length_avg': 109.11903388429741, 'street_segments_count': 1210, 'node_density_km': 58.19849505855984, 'intersection_density_km': 47.68950966512846, 'edge_density_km': 17429.26029141281, 'street_density_km': 8781.922172245977, 'circuity_avg': 1.0340082823799106, 'self_loop_proportion': 0.0008403361344537816, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0340082823799106\n", - "6248\n", - "12020707.358926402\n", - "{'n': 1130, 'm': 3320, 'k_avg': 5.876106194690266, 'intersection_count': 990, 'streets_per_node_avg': 3.0141592920353983, 'streets_per_node_counts': {0: 0, 1: 140, 2: 0, 3: 724, 4: 239, 5: 24, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12389380530973451, 2: 0.0, 3: 0.6407079646017699, 4: 0.21150442477876105, 5: 0.021238938053097345, 6: 0.002654867256637168}, 'edge_length_total': 248694.29100000023, 'edge_length_avg': 74.90791897590368, 'street_length_total': 125682.32500000038, 'street_length_avg': 74.5889169139468, 'street_segments_count': 1685, 'node_density_km': 94.00445134045114, 'intersection_density_km': 82.35788214782887, 'edge_density_km': 20688.823342440282, 'street_density_km': 10455.48496001531, 'circuity_avg': 1.0822010444644523, 'self_loop_proportion': 0.0024096385542168677, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0822010444644523\n", - "6249\n", - "10021032.666458968\n", - "{'n': 242, 'm': 670, 'k_avg': 5.537190082644628, 'intersection_count': 211, 'streets_per_node_avg': 2.884297520661157, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 177, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.128099173553719, 2: 0.0, 3: 0.731404958677686, 4: 0.14049586776859505}, 'edge_length_total': 114914.1399999999, 'edge_length_avg': 171.51364179104462, 'street_length_total': 57457.06999999997, 'street_length_avg': 171.51364179104468, 'street_segments_count': 335, 'node_density_km': 24.149207776758313, 'intersection_density_km': 21.05571421857853, 'edge_density_km': 11467.295220444177, 'street_density_km': 5733.647610222091, 'circuity_avg': 1.0369356640282044, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0369356640282044\n", - "6250\n", - "7014573.312399745\n", - "{'n': 672, 'm': 1976, 'k_avg': 5.880952380952381, 'intersection_count': 622, 'streets_per_node_avg': 3.0476190476190474, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 497, 4: 118, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0744047619047619, 2: 0.0, 3: 0.7395833333333334, 4: 0.17559523809523808, 5: 0.010416666666666666}, 'edge_length_total': 163011.3719999998, 'edge_length_avg': 82.49563360323876, 'street_length_total': 81505.68599999996, 'street_length_avg': 82.49563360323883, 'street_segments_count': 988, 'node_density_km': 95.8005526597174, 'intersection_density_km': 88.67253534872651, 'edge_density_km': 23238.957630087443, 'street_density_km': 11619.47881504373, 'circuity_avg': 1.0334019764086604, 'self_loop_proportion': 0.0010121457489878543, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0334019764086604\n", - "6251\n", - "51101324.89547493\n", - "{'n': 4782, 'm': 13201, 'k_avg': 5.5211208699289, 'intersection_count': 3909, 'streets_per_node_avg': 2.8358427436219156, 'streets_per_node_counts': {0: 0, 1: 873, 2: 1, 3: 2971, 4: 912, 5: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18255959849435383, 2: 0.00020911752404851526, 3: 0.6212881639481389, 4: 0.19071518193224593, 5: 0.0052279381012128815}, 'edge_length_total': 1105814.4559999981, 'edge_length_avg': 83.76747640330264, 'street_length_total': 558851.8360000012, 'street_length_avg': 83.42317301089733, 'street_segments_count': 6699, 'node_density_km': 93.57878704282774, 'intersection_density_km': 76.49508125270046, 'edge_density_km': 21639.643556441704, 'street_density_km': 10936.151599652321, 'circuity_avg': 1.0687962058201539, 'self_loop_proportion': 0.0031815771532459664, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0687962058201539\n", - "6252\n", - "11020521.455147393\n", - "{'n': 1728, 'm': 4498, 'k_avg': 5.206018518518518, 'intersection_count': 1281, 'streets_per_node_avg': 2.638888888888889, 'streets_per_node_counts': {0: 0, 1: 447, 2: 0, 3: 1018, 4: 257, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2586805555555556, 2: 0.0, 3: 0.5891203703703703, 4: 0.14872685185185186, 5: 0.0028935185185185184, 6: 0.0005787037037037037}, 'edge_length_total': 242604.83499999973, 'edge_length_avg': 53.93615718096926, 'street_length_total': 121418.56799999987, 'street_length_avg': 53.939834740115444, 'street_segments_count': 2251, 'node_density_km': 156.79838808288852, 'intersection_density_km': 116.2376939433913, 'edge_density_km': 22013.91612796012, 'street_density_km': 11017.49753803968, 'circuity_avg': 1.0685743654670448, 'self_loop_proportion': 0.0017785682525566918, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0685743654670448\n", - "6253\n", - "22045584.230843283\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 951, 'm': 2390, 'k_avg': 5.0262881177707674, 'intersection_count': 760, 'streets_per_node_avg': 2.704521556256572, 'streets_per_node_counts': {0: 0, 1: 191, 2: 0, 3: 662, 4: 95, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20084121976866456, 2: 0.0, 3: 0.6961093585699264, 4: 0.09989484752891693, 5: 0.0031545741324921135}, 'edge_length_total': 308473.94899999956, 'edge_length_avg': 129.0685979079496, 'street_length_total': 164977.00700000013, 'street_length_avg': 129.39373098039226, 'street_segments_count': 1275, 'node_density_km': 43.1378905653807, 'intersection_density_km': 34.47402400598247, 'edge_density_km': 13992.550425060786, 'street_density_km': 7483.449078622557, 'circuity_avg': 1.109343687618902, 'self_loop_proportion': 0.009205020920502092, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.109343687618902\n", - "6254\n", - "17030722.33278817\n", - "{'n': 1242, 'm': 3246, 'k_avg': 5.2270531400966185, 'intersection_count': 959, 'streets_per_node_avg': 2.710950080515298, 'streets_per_node_counts': {0: 0, 1: 283, 2: 1, 3: 751, 4: 206, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2278582930756844, 2: 0.0008051529790660225, 3: 0.604669887278583, 4: 0.16586151368760063, 5: 0.0008051529790660225}, 'edge_length_total': 323474.9930000003, 'edge_length_avg': 99.65341743684544, 'street_length_total': 165171.92000000013, 'street_length_avg': 99.80176435045325, 'street_segments_count': 1655, 'node_density_km': 72.927030088962, 'intersection_density_km': 56.310001493812045, 'edge_density_km': 18993.615577727694, 'street_density_km': 9698.468260621285, 'circuity_avg': 1.0608564500868354, 'self_loop_proportion': 0.0018484288354898336, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0608564500868354\n", - "6255\n", - "7011346.715131054\n", - "{'n': 156, 'm': 406, 'k_avg': 5.205128205128205, 'intersection_count': 129, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 114, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17307692307692307, 2: 0.0, 3: 0.7307692307692307, 4: 0.09615384615384616}, 'edge_length_total': 65565.47399999991, 'edge_length_avg': 161.49131527093576, 'street_length_total': 32782.737, 'street_length_avg': 161.49131527093596, 'street_segments_count': 203, 'node_density_km': 22.24964851094004, 'intersection_density_km': 18.398747807123495, 'edge_density_km': 9351.338147135744, 'street_density_km': 4675.6690735678785, 'circuity_avg': 1.0671244941959404, 'self_loop_proportion': 0.009852216748768473, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0671244941959404\n", - "6256\n", - "6010995.098846116\n", - "{'n': 266, 'm': 750, 'k_avg': 5.639097744360902, 'intersection_count': 219, 'streets_per_node_avg': 2.8759398496240602, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 158, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17669172932330826, 2: 0.0, 3: 0.5939849624060151, 4: 0.22932330827067668}, 'edge_length_total': 82240.74799999999, 'edge_length_avg': 109.65433066666665, 'street_length_total': 41120.37399999998, 'street_length_avg': 109.65433066666662, 'street_segments_count': 375, 'node_density_km': 44.25224037382129, 'intersection_density_km': 36.433235495740085, 'edge_density_km': 13681.719357213768, 'street_density_km': 6840.859678606881, 'circuity_avg': 1.068693610103816, 'self_loop_proportion': 0.0026666666666666666, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068693610103816\n", - "6257\n", - "25041619.924801867\n", - "{'n': 679, 'm': 1764, 'k_avg': 5.195876288659794, 'intersection_count': 538, 'streets_per_node_avg': 2.6671575846833577, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 482, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20765832106038293, 2: 0.0, 3: 0.7098674521354934, 4: 0.08247422680412371}, 'edge_length_total': 254789.76500000007, 'edge_length_avg': 144.43864229024948, 'street_length_total': 127554.22100000008, 'street_length_avg': 144.45551642129115, 'street_segments_count': 883, 'node_density_km': 27.114859263857003, 'intersection_density_km': 21.484233113335886, 'edge_density_km': 10174.651870171134, 'street_density_km': 5093.688882070568, 'circuity_avg': 1.064149150693824, 'self_loop_proportion': 0.0011337868480725624, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064149150693824\n", - "6258\n", - "9018427.209275166\n", - "{'n': 508, 'm': 1322, 'k_avg': 5.2047244094488185, 'intersection_count': 385, 'streets_per_node_avg': 2.6948818897637796, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 295, 4: 89, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2421259842519685, 2: 0.0, 3: 0.5807086614173228, 4: 0.17519685039370078, 5: 0.001968503937007874}, 'edge_length_total': 100503.19600000001, 'edge_length_avg': 76.02359757942511, 'street_length_total': 50427.999999999985, 'street_length_avg': 76.06033182503768, 'street_segments_count': 663, 'node_density_km': 56.32911240637815, 'intersection_density_km': 42.69037062294407, 'edge_density_km': 11144.204379299716, 'street_density_km': 5591.662363048891, 'circuity_avg': 1.0437572501143646, 'self_loop_proportion': 0.0030257186081694403, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0437572501143646\n", - "6259\n", - "7014195.7579777585\n", - "{'n': 342, 'm': 858, 'k_avg': 5.017543859649122, 'intersection_count': 244, 'streets_per_node_avg': 2.5497076023391814, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 202, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28654970760233917, 2: 0.0, 3: 0.5906432748538012, 4: 0.12280701754385964}, 'edge_length_total': 89696.99600000004, 'edge_length_avg': 104.54195337995343, 'street_length_total': 45252.45200000003, 'street_length_avg': 104.75104629629635, 'street_segments_count': 432, 'node_density_km': 48.75826278601055, 'intersection_density_km': 34.78659684148121, 'edge_density_km': 12787.923105508009, 'street_density_km': 6451.552474641316, 'circuity_avg': 1.0843066569432012, 'self_loop_proportion': 0.006993006993006993, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0843066569432012\n", - "6260\n", - "8015933.879831746\n", - "{'n': 537, 'm': 1626, 'k_avg': 6.055865921787709, 'intersection_count': 489, 'streets_per_node_avg': 3.106145251396648, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 338, 4: 149, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0893854748603352, 2: 0.0, 3: 0.6294227188081937, 4: 0.2774674115456238, 5: 0.0037243947858473}, 'edge_length_total': 180382.41600000035, 'edge_length_avg': 110.93629520295224, 'street_length_total': 90191.20799999997, 'street_length_avg': 110.936295202952, 'street_segments_count': 813, 'node_density_km': 66.99157054564822, 'intersection_density_km': 61.00349720078581, 'edge_density_km': 22502.9820235726, 'street_density_km': 11251.491011786275, 'circuity_avg': 1.0378873447545132, 'self_loop_proportion': 0.0012300123001230013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0378873447545132\n", - "6261\n", - "7003096.533082438\n", - "{'n': 210, 'm': 616, 'k_avg': 5.866666666666666, 'intersection_count': 182, 'streets_per_node_avg': 3.0047619047619047, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 125, 4: 57}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13333333333333333, 2: 0.0, 3: 0.5952380952380952, 4: 0.2714285714285714}, 'edge_length_total': 94695.716, 'edge_length_avg': 153.7268116883117, 'street_length_total': 47347.85800000005, 'street_length_avg': 153.72681168831184, 'street_segments_count': 308, 'node_density_km': 29.986735011857355, 'intersection_density_km': 25.98850367694304, 'edge_density_km': 13521.977821190956, 'street_density_km': 6760.988910595485, 'circuity_avg': 1.0273093912586049, 'self_loop_proportion': 0.003246753246753247, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0273093912586049\n", - "6262\n", - "9016417.480379548\n", - "{'n': 765, 'm': 2106, 'k_avg': 5.5058823529411764, 'intersection_count': 635, 'streets_per_node_avg': 2.8261437908496734, 'streets_per_node_counts': {0: 0, 1: 130, 2: 0, 3: 511, 4: 121, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16993464052287582, 2: 0.0, 3: 0.6679738562091503, 4: 0.15816993464052287, 5: 0.00392156862745098}, 'edge_length_total': 184477.25199999977, 'edge_length_avg': 87.59603608736931, 'street_length_total': 92940.5890000001, 'street_length_avg': 87.10458200562333, 'street_segments_count': 1067, 'node_density_km': 84.84522834758947, 'intersection_density_km': 70.42708496826053, 'edge_density_km': 20460.1497658507, 'street_density_km': 10307.928753548325, 'circuity_avg': 1.063584716083738, 'self_loop_proportion': 0.002849002849002849, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063584716083738\n", - "6263\n", - "16040568.52604089\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1242, 'm': 3157, 'k_avg': 5.083735909822867, 'intersection_count': 959, 'streets_per_node_avg': 2.6650563607085345, 'streets_per_node_counts': {0: 0, 1: 283, 2: 2, 3: 811, 4: 140, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2278582930756844, 2: 0.001610305958132045, 3: 0.6529790660225443, 4: 0.11272141706924316, 5: 0.004830917874396135}, 'edge_length_total': 280272.808, 'edge_length_avg': 88.77820969274629, 'street_length_total': 144364.821, 'street_length_avg': 89.00420530209618, 'street_segments_count': 1622, 'node_density_km': 77.42867704369009, 'intersection_density_km': 59.785910857406435, 'edge_density_km': 17472.747773558905, 'street_density_km': 8999.981563348734, 'circuity_avg': 1.081693724523516, 'self_loop_proportion': 0.004434589800443459, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.081693724523516\n", - "6264\n", - "56051398.177925095\n", - "{'n': 9635, 'm': 26717, 'k_avg': 5.5458225220550075, 'intersection_count': 8080, 'streets_per_node_avg': 2.943227815256876, 'streets_per_node_counts': {0: 0, 1: 1555, 2: 5, 3: 5604, 4: 2389, 5: 69, 6: 11, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16139076284379866, 2: 0.0005189413596263622, 3: 0.5816294758692268, 4: 0.24795018162947588, 5: 0.007161390762843799, 6: 0.001141670991177997, 7: 0.0002075765438505449}, 'edge_length_total': 1750948.6260000132, 'edge_length_avg': 65.5368726279153, 'street_length_total': 923537.4600000037, 'street_length_avg': 65.401703845337, 'street_segments_count': 14121, 'node_density_km': 171.89580123256556, 'intersection_density_km': 144.15340674199584, 'edge_density_km': 31238.268498529535, 'street_density_km': 16476.617711986415, 'circuity_avg': 1.0840694148665162, 'self_loop_proportion': 0.004641239660141483, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0840694148665162\n", - "6265\n", - "8014336.864830684\n", - "{'n': 445, 'm': 1154, 'k_avg': 5.186516853932584, 'intersection_count': 350, 'streets_per_node_avg': 2.6786516853932585, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 303, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21348314606741572, 2: 0.0, 3: 0.6808988764044944, 4: 0.10561797752808989}, 'edge_length_total': 122485.24899999995, 'edge_length_avg': 106.13973050259962, 'street_length_total': 62008.97299999993, 'street_length_avg': 106.5446271477662, 'street_segments_count': 582, 'node_density_km': 55.525492315252386, 'intersection_density_km': 43.67173552885019, 'edge_density_km': 15283.2668586096, 'street_density_km': 7737.255626490311, 'circuity_avg': 1.054666935103748, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054666935103748\n", - "6266\n", - "6001207.700204011\n", - "{'n': 192, 'm': 537, 'k_avg': 5.59375, 'intersection_count': 167, 'streets_per_node_avg': 2.9375, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 130, 4: 36, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13020833333333334, 2: 0.0, 3: 0.6770833333333334, 4: 0.1875, 5: 0.005208333333333333}, 'edge_length_total': 71228.40600000002, 'edge_length_avg': 132.6413519553073, 'street_length_total': 35672.24000000002, 'street_length_avg': 132.61055762081793, 'street_segments_count': 269, 'node_density_km': 31.993560228464172, 'intersection_density_km': 27.827732073716234, 'edge_density_km': 11869.011965304684, 'street_density_km': 5944.176869397028, 'circuity_avg': 1.0168087827372834, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0168087827372834\n", - "6267\n", - "111269297.56025594\n", - "{'n': 19088, 'm': 54103, 'k_avg': 5.668797150041911, 'intersection_count': 16038, 'streets_per_node_avg': 2.914448868398994, 'streets_per_node_counts': {0: 0, 1: 3050, 2: 7, 3: 11707, 4: 4188, 5: 123, 6: 12, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15978625314333614, 2: 0.0003667225481978206, 3: 0.6133172673931265, 4: 0.21940486169321038, 5: 0.006443839061190277, 6: 0.0006286672254819782, 7: 5.238893545683152e-05}, 'edge_length_total': 3840897.559000019, 'edge_length_avg': 70.99232129456811, 'street_length_total': 1966422.8269999842, 'street_length_avg': 71.02332600137191, 'street_segments_count': 27687, 'node_density_km': 171.54777120492943, 'intersection_density_km': 144.13679560900346, 'edge_density_km': 34518.93418236102, 'street_density_km': 17672.645285956823, 'circuity_avg': 1.0817619055022958, 'self_loop_proportion': 0.0035303033103524757, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0817619055022958\n", - "6268\n", - "31055821.582579046\n", - "{'n': 1294, 'm': 3618, 'k_avg': 5.5919629057187015, 'intersection_count': 1065, 'streets_per_node_avg': 2.829984544049459, 'streets_per_node_counts': {0: 0, 1: 229, 2: 0, 3: 836, 4: 220, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17697063369397217, 2: 0.0, 3: 0.6460587326120556, 4: 0.17001545595054096, 5: 0.006955177743431221}, 'edge_length_total': 399578.52200000087, 'edge_length_avg': 110.44182476506381, 'street_length_total': 199789.2610000003, 'street_length_avg': 110.44182476506373, 'street_segments_count': 1809, 'node_density_km': 41.66690604398234, 'intersection_density_km': 34.293087277311585, 'edge_density_km': 12866.461154070606, 'street_density_km': 6433.230577035299, 'circuity_avg': 1.1035637354897403, 'self_loop_proportion': 0.003316749585406302, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1035637354897403\n", - "6269\n", - "8002358.063825576\n", - "{'n': 259, 'm': 796, 'k_avg': 6.146718146718147, 'intersection_count': 239, 'streets_per_node_avg': 3.146718146718147, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 161, 4: 78}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07722007722007722, 2: 0.0, 3: 0.6216216216216216, 4: 0.30115830115830117}, 'edge_length_total': 101837.34200000009, 'edge_length_avg': 127.93635929648252, 'street_length_total': 50918.67100000004, 'street_length_avg': 127.93635929648251, 'street_segments_count': 398, 'node_density_km': 32.365460022440374, 'intersection_density_km': 29.866196700244206, 'edge_density_km': 12725.916684527378, 'street_density_km': 6362.958342263688, 'circuity_avg': 1.023256588185673, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023256588185673\n", - "6270\n", - "14025927.626214352\n", - "{'n': 708, 'm': 1742, 'k_avg': 4.9209039548022595, 'intersection_count': 556, 'streets_per_node_avg': 2.675141242937853, 'streets_per_node_counts': {0: 0, 1: 152, 2: 1, 3: 481, 4: 73, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21468926553672316, 2: 0.0014124293785310734, 3: 0.6793785310734464, 4: 0.10310734463276836, 5: 0.0014124293785310734}, 'edge_length_total': 211382.66800000006, 'edge_length_avg': 121.3448151549943, 'street_length_total': 114313.08599999997, 'street_length_avg': 124.11844299674263, 'street_segments_count': 921, 'node_density_km': 50.477944765432376, 'intersection_density_km': 39.640871877938416, 'edge_density_km': 15070.851185979847, 'street_density_km': 8150.126611686609, 'circuity_avg': 1.0717516354236163, 'self_loop_proportion': 0.002296211251435132, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0717516354236163\n", - "6271\n", - "4998569.138781091\n", - "{'n': 236, 'm': 676, 'k_avg': 5.728813559322034, 'intersection_count': 220, 'streets_per_node_avg': 3.01271186440678, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 185, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06779661016949153, 2: 0.0, 3: 0.7838983050847458, 4: 0.1483050847457627}, 'edge_length_total': 88861.29900000019, 'edge_length_avg': 131.45162573964524, 'street_length_total': 44491.869999999995, 'street_length_avg': 130.85844117647056, 'street_segments_count': 340, 'node_density_km': 47.213511196435896, 'intersection_density_km': 44.01259518311821, 'edge_density_km': 17777.347183331978, 'street_density_km': 8900.921196590552, 'circuity_avg': 1.071427525752813, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071427525752813\n", - "6272\n", - "10023314.430163238\n", - "{'n': 415, 'm': 991, 'k_avg': 4.775903614457832, 'intersection_count': 298, 'streets_per_node_avg': 2.5180722891566263, 'streets_per_node_counts': {0: 0, 1: 117, 2: 2, 3: 261, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2819277108433735, 2: 0.004819277108433735, 3: 0.6289156626506024, 4: 0.0819277108433735, 5: 0.0024096385542168677}, 'edge_length_total': 119411.14800000025, 'edge_length_avg': 120.49560847628683, 'street_length_total': 60504.619000000035, 'street_length_avg': 118.86958546168965, 'street_segments_count': 509, 'node_density_km': 41.40347016862379, 'intersection_density_km': 29.730684603011785, 'edge_density_km': 11913.339527756942, 'street_density_km': 6036.388404410723, 'circuity_avg': 1.0795311995421202, 'self_loop_proportion': 0.0020181634712411706, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0795311995421202\n", - "6273\n", - "13005386.277551493\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 591, 'm': 1749, 'k_avg': 5.918781725888325, 'intersection_count': 534, 'streets_per_node_avg': 3.018612521150592, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 412, 4: 119, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09644670050761421, 2: 0.0, 3: 0.6971235194585449, 4: 0.20135363790186125, 5: 0.005076142131979695}, 'edge_length_total': 222605.8970000003, 'edge_length_avg': 127.27609891366512, 'street_length_total': 111850.99999999996, 'street_length_avg': 127.68378995433785, 'street_segments_count': 876, 'node_density_km': 45.44271022692506, 'intersection_density_km': 41.05991076341452, 'edge_density_km': 17116.438700804974, 'street_density_km': 8600.359698124861, 'circuity_avg': 1.0314192761331833, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0314192761331833\n", - "6274\n", - "9020716.333399579\n", - "{'n': 826, 'm': 2153, 'k_avg': 5.213075060532687, 'intersection_count': 643, 'streets_per_node_avg': 2.7263922518159807, 'streets_per_node_counts': {0: 0, 1: 183, 2: 1, 3: 504, 4: 135, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2215496368038741, 2: 0.0012106537530266344, 3: 0.6101694915254238, 4: 0.16343825665859565, 5: 0.0036319612590799033}, 'edge_length_total': 181333.57899999915, 'edge_length_avg': 84.22367812354814, 'street_length_total': 91961.99600000004, 'street_length_avg': 83.60181454545459, 'street_segments_count': 1100, 'node_density_km': 91.56700748273178, 'intersection_density_km': 71.28037023171494, 'edge_density_km': 20101.904582522344, 'street_density_km': 10194.533626947887, 'circuity_avg': 1.0883064686490433, 'self_loop_proportion': 0.0037157454714352067, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0883064686490433\n", - "6275\n", - "8998965.48176048\n", - "{'n': 485, 'm': 1385, 'k_avg': 5.711340206185567, 'intersection_count': 454, 'streets_per_node_avg': 2.997938144329897, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 395, 4: 57, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06391752577319587, 2: 0.0, 3: 0.8144329896907216, 4: 0.11752577319587629, 5: 0.004123711340206186}, 'edge_length_total': 169449.88799999992, 'edge_length_avg': 122.34648953068586, 'street_length_total': 85029.97599999992, 'street_length_avg': 122.16950574712632, 'street_segments_count': 696, 'node_density_km': 53.895083938595, 'intersection_density_km': 50.4502435219013, 'edge_density_km': 18829.929767310347, 'street_density_km': 9448.861224364358, 'circuity_avg': 1.0460489242916124, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0460489242916124\n", - "6276\n", - "14025343.066161085\n", - "error with entry 6276\n", - "6277\n", - "7999317.743831626\n", - "{'n': 549, 'm': 1760, 'k_avg': 6.4116575591985425, 'intersection_count': 537, 'streets_per_node_avg': 3.2477231329690346, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 398, 4: 120, 5: 17, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.02185792349726776, 2: 0.0, 3: 0.7249544626593807, 4: 0.2185792349726776, 5: 0.030965391621129327, 6: 0.0036429872495446266}, 'edge_length_total': 168144.0699999999, 'edge_length_avg': 95.53640340909085, 'street_length_total': 84072.03499999995, 'street_length_avg': 95.53640340909085, 'street_segments_count': 880, 'node_density_km': 68.63085297784811, 'intersection_density_km': 67.13072504390608, 'edge_density_km': 21019.801361142065, 'street_density_km': 10509.900680571032, 'circuity_avg': 1.0212922272237708, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0212922272237708\n", - "6278\n", - "44072885.936072245\n", - "{'n': 4740, 'm': 13660, 'k_avg': 5.763713080168777, 'intersection_count': 4062, 'streets_per_node_avg': 2.95295358649789, 'streets_per_node_counts': {0: 0, 1: 678, 2: 1, 3: 2992, 4: 1014, 5: 45, 6: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14303797468354432, 2: 0.0002109704641350211, 3: 0.6312236286919831, 4: 0.2139240506329114, 5: 0.00949367088607595, 6: 0.002109704641350211}, 'edge_length_total': 971081.5509999985, 'edge_length_avg': 71.08942540263531, 'street_length_total': 490463.5169999991, 'street_length_avg': 70.60076536634506, 'street_segments_count': 6947, 'node_density_km': 107.5491177699453, 'intersection_density_km': 92.16550978513034, 'edge_density_km': 22033.536728421936, 'street_density_km': 11128.463829471408, 'circuity_avg': 1.0646368125498278, 'self_loop_proportion': 0.001903367496339678, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0646368125498278\n", - "6279\n", - "7999212.257065221\n", - "{'n': 337, 'm': 1050, 'k_avg': 6.231454005934718, 'intersection_count': 323, 'streets_per_node_avg': 3.201780415430267, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 234, 4: 83, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04154302670623145, 2: 0.0, 3: 0.6943620178041543, 4: 0.24629080118694363, 5: 0.01483679525222552, 6: 0.002967359050445104}, 'edge_length_total': 147223.19800000038, 'edge_length_avg': 140.2125695238099, 'street_length_total': 73611.59899999997, 'street_length_avg': 140.21256952380946, 'street_segments_count': 525, 'node_density_km': 42.12914836737183, 'intersection_density_km': 40.37897603163532, 'edge_density_km': 18404.712022732867, 'street_density_km': 9202.356011366406, 'circuity_avg': 1.043884209602988, 'self_loop_proportion': 0.0019047619047619048, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043884209602988\n", - "6280\n", - "6012862.698781555\n", - "{'n': 295, 'm': 770, 'k_avg': 5.220338983050848, 'intersection_count': 221, 'streets_per_node_avg': 2.6745762711864405, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 169, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25084745762711863, 2: 0.0, 3: 0.5728813559322034, 4: 0.17627118644067796}, 'edge_length_total': 85632.38199999998, 'edge_length_avg': 111.2108857142857, 'street_length_total': 42816.191, 'street_length_avg': 111.21088571428571, 'street_segments_count': 385, 'node_density_km': 49.06148947318866, 'intersection_density_km': 36.75453957143964, 'edge_density_km': 14241.532908668032, 'street_density_km': 7120.766454334017, 'circuity_avg': 1.0655062722560331, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0655062722560331\n", - "6281\n", - "7001201.099674618\n", - "{'n': 316, 'm': 946, 'k_avg': 5.987341772151899, 'intersection_count': 287, 'streets_per_node_avg': 3.107594936708861, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 195, 4: 92}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09177215189873418, 2: 0.0, 3: 0.6170886075949367, 4: 0.2911392405063291}, 'edge_length_total': 119062.81000000008, 'edge_length_avg': 125.85920718816077, 'street_length_total': 59820.75500000004, 'street_length_avg': 125.6738550420169, 'street_segments_count': 476, 'node_density_km': 45.13511260441957, 'intersection_density_km': 40.99296619452031, 'edge_density_km': 17006.05486186271, 'street_density_km': 8544.356053817712, 'circuity_avg': 1.0345475258834176, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0345475258834176\n", - "6282\n", - "16032941.758924717\n", - "{'n': 1871, 'm': 4876, 'k_avg': 5.212185996793159, 'intersection_count': 1509, 'streets_per_node_avg': 2.827899518973811, 'streets_per_node_counts': {0: 0, 1: 362, 2: 7, 3: 1108, 4: 383, 5: 8, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19347942276857297, 2: 0.0037413148049171567, 3: 0.5921966862640299, 4: 0.20470336718332444, 5: 0.00427578834847675, 6: 0.0010689470871191875, 7: 0.0005344735435595938}, 'edge_length_total': 449601.5529999998, 'edge_length_avg': 92.20704532403605, 'street_length_total': 237451.67499999914, 'street_length_avg': 92.07121946490855, 'street_segments_count': 2579, 'node_density_km': 116.6972367350184, 'intersection_density_km': 94.11872273283953, 'edge_density_km': 28042.361767436072, 'street_density_km': 14810.237482951121, 'circuity_avg': 1.1402036671393807, 'self_loop_proportion': 0.0016406890894175555, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1402036671393807\n", - "6283\n", - "5003646.57187248\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 153, 'm': 398, 'k_avg': 5.2026143790849675, 'intersection_count': 122, 'streets_per_node_avg': 2.6470588235294117, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 114, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20261437908496732, 2: 0.0, 3: 0.7450980392156863, 4: 0.05228758169934641}, 'edge_length_total': 54536.51400000002, 'edge_length_avg': 137.02641708542717, 'street_length_total': 27268.257, 'street_length_avg': 137.02641708542714, 'street_segments_count': 199, 'node_density_km': 30.577699244402044, 'intersection_density_km': 24.382217698150647, 'edge_density_km': 10899.35374464132, 'street_density_km': 5449.676872320659, 'circuity_avg': 1.124291813238442, 'self_loop_proportion': 0.005025125628140704, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.124291813238442\n", - "6284\n", - "14027563.003579928\n", - "{'n': 406, 'm': 1020, 'k_avg': 5.024630541871921, 'intersection_count': 310, 'streets_per_node_avg': 2.645320197044335, 'streets_per_node_counts': {0: 0, 1: 96, 2: 1, 3: 260, 4: 49}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23645320197044334, 2: 0.0024630541871921183, 3: 0.6403940886699507, 4: 0.1206896551724138}, 'edge_length_total': 158642.79900000026, 'edge_length_avg': 155.5321558823532, 'street_length_total': 80221.518, 'street_length_avg': 155.4680581395349, 'street_segments_count': 516, 'node_density_km': 28.943017393426505, 'intersection_density_km': 22.099348256064573, 'edge_density_km': 11309.362785218898, 'street_density_km': 5718.849238426299, 'circuity_avg': 1.0625820375726966, 'self_loop_proportion': 0.00196078431372549, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0625820375726966\n", - "6285\n", - "51086042.54158396\n", - "error with entry 6285\n", - "6286\n", - "18005027.697948303\n", - "{'n': 826, 'm': 2298, 'k_avg': 5.5641646489104115, 'intersection_count': 683, 'streets_per_node_avg': 2.87046004842615, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 505, 4: 177, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17312348668280872, 2: 0.0, 3: 0.6113801452784504, 4: 0.21428571428571427, 5: 0.0012106537530266344}, 'edge_length_total': 293638.0449999994, 'edge_length_avg': 127.77982811140096, 'street_length_total': 147329.66600000014, 'street_length_avg': 127.66868804159458, 'street_segments_count': 1154, 'node_density_km': 45.8760749417855, 'intersection_density_km': 37.93384889254176, 'edge_density_km': 16308.669440895103, 'street_density_km': 8182.695882039024, 'circuity_avg': 1.0625471288265647, 'self_loop_proportion': 0.005221932114882507, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0625471288265647\n", - "6287\n", - "104175997.75457792\n", - "error with entry 6287\n", - "6288\n", - "5000616.806258124\n", - "{'n': 61, 'm': 166, 'k_avg': 5.442622950819672, 'intersection_count': 49, 'streets_per_node_avg': 2.8852459016393444, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 32, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19672131147540983, 2: 0.0, 3: 0.5245901639344263, 4: 0.2786885245901639}, 'edge_length_total': 40355.81399999997, 'edge_length_avg': 243.10731325301185, 'street_length_total': 20177.907, 'street_length_avg': 243.10731325301205, 'street_segments_count': 83, 'node_density_km': 12.198495178366857, 'intersection_density_km': 9.798791208852066, 'edge_density_km': 8070.1672540667105, 'street_density_km': 4035.083627033358, 'circuity_avg': 1.0459798250658257, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0459798250658257\n", - "6289\n", - "60098744.59754451\n", - "{'n': 3248, 'm': 8815, 'k_avg': 5.427955665024631, 'intersection_count': 2608, 'streets_per_node_avg': 2.7752463054187193, 'streets_per_node_counts': {0: 0, 1: 640, 2: 0, 3: 2069, 4: 528, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19704433497536947, 2: 0.0, 3: 0.6370073891625616, 4: 0.1625615763546798, 5: 0.0033866995073891628}, 'edge_length_total': 927908.9979999998, 'edge_length_avg': 105.26477572319907, 'street_length_total': 465661.8060000006, 'street_length_avg': 104.92604912122592, 'street_segments_count': 4438, 'node_density_km': 54.04439014076685, 'intersection_density_km': 43.39524922633004, 'edge_density_km': 15439.740117931045, 'street_density_km': 7748.278422758042, 'circuity_avg': 1.0639930827415554, 'self_loop_proportion': 0.0022688598979013048, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639930827415554\n", - "6290\n", - "10997974.520363918\n", - "{'n': 185, 'm': 538, 'k_avg': 5.816216216216216, 'intersection_count': 169, 'streets_per_node_avg': 3.027027027027027, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 132, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08648648648648649, 2: 0.0, 3: 0.7135135135135136, 4: 0.2}, 'edge_length_total': 107113.86399999981, 'edge_length_avg': 199.0964014869885, 'street_length_total': 53556.93200000002, 'street_length_avg': 199.09640148698892, 'street_segments_count': 269, 'node_density_km': 16.821279196224072, 'intersection_density_km': 15.366465860334422, 'edge_density_km': 9739.417362866872, 'street_density_km': 4869.708681433447, 'circuity_avg': 1.029055875500455, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029055875500455\n", - "6291\n", - "7011989.024227561\n", - "{'n': 426, 'm': 1103, 'k_avg': 5.178403755868545, 'intersection_count': 332, 'streets_per_node_avg': 2.7183098591549295, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 264, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22065727699530516, 2: 0.0, 3: 0.6197183098591549, 4: 0.1596244131455399}, 'edge_length_total': 113738.25099999999, 'edge_length_avg': 103.11718132366273, 'street_length_total': 57492.731000000014, 'street_length_avg': 101.75704601769914, 'street_segments_count': 565, 'node_density_km': 60.753089961792696, 'intersection_density_km': 47.34747856177271, 'edge_density_km': 16220.540364084407, 'street_density_km': 8199.204362892367, 'circuity_avg': 1.0804471326520202, 'self_loop_proportion': 0.006346328195829556, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0804471326520202\n", - "6292\n", - "20033627.765734166\n", - "{'n': 1066, 'm': 2812, 'k_avg': 5.2757973733583485, 'intersection_count': 851, 'streets_per_node_avg': 2.7120075046904315, 'streets_per_node_counts': {0: 0, 1: 215, 2: 0, 3: 730, 4: 119, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20168855534709193, 2: 0.0, 3: 0.6848030018761726, 4: 0.11163227016885553, 5: 0.001876172607879925}, 'edge_length_total': 300329.296000001, 'edge_length_avg': 106.80273684210563, 'street_length_total': 150313.19500000004, 'street_length_avg': 106.75653053977275, 'street_segments_count': 1408, 'node_density_km': 53.2105324340359, 'intersection_density_km': 42.478577018165616, 'edge_density_km': 14991.25867326381, 'street_density_km': 7503.044219334957, 'circuity_avg': 1.0865091042584927, 'self_loop_proportion': 0.0007112375533428165, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0865091042584927\n", - "6293\n", - "7004557.616111193\n", - "{'n': 198, 'm': 569, 'k_avg': 5.747474747474747, 'intersection_count': 176, 'streets_per_node_avg': 3.186868686868687, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 103, 4: 67, 5: 4, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.5202020202020202, 4: 0.3383838383838384, 5: 0.020202020202020204, 6: 0.010101010101010102}, 'edge_length_total': 90341.73399999991, 'edge_length_avg': 158.77281898066767, 'street_length_total': 46371.545999999966, 'street_length_avg': 158.26466211604082, 'street_segments_count': 293, 'node_density_km': 28.26730977907583, 'intersection_density_km': 25.126497581400738, 'edge_density_km': 12897.564550287196, 'street_density_km': 6620.196240993251, 'circuity_avg': 1.0324158148369231, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0324158148369231\n", - "6294\n", - "38077892.67296372\n", - "{'n': 3972, 'm': 11037, 'k_avg': 5.557401812688822, 'intersection_count': 3293, 'streets_per_node_avg': 2.830060422960725, 'streets_per_node_counts': {0: 0, 1: 679, 2: 1, 3: 2637, 4: 628, 5: 25, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17094662638469285, 2: 0.00025176233635448137, 3: 0.6638972809667674, 4: 0.1581067472306143, 5: 0.0062940584088620345, 6: 0.0005035246727089627}, 'edge_length_total': 977037.0649999973, 'edge_length_avg': 88.5237895261391, 'street_length_total': 490164.9749999974, 'street_length_avg': 88.28619866714651, 'street_segments_count': 5552, 'node_density_km': 104.31249528733038, 'intersection_density_km': 86.48062612819207, 'edge_density_km': 25658.9059008961, 'street_density_km': 12872.691753449557, 'circuity_avg': 1.0569830168926484, 'self_loop_proportion': 0.0012684606324182297, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0569830168926484\n", - "6295\n", - "9007218.873240767\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 77, 'm': 214, 'k_avg': 5.558441558441558, 'intersection_count': 65, 'streets_per_node_avg': 2.857142857142857, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 52, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15584415584415584, 2: 0.0, 3: 0.6753246753246753, 4: 0.16883116883116883}, 'edge_length_total': 61835.55800000001, 'edge_length_avg': 288.9512056074767, 'street_length_total': 30917.779000000002, 'street_length_avg': 288.95120560747665, 'street_segments_count': 107, 'node_density_km': 8.548698669769935, 'intersection_density_km': 7.216433942013582, 'edge_density_km': 6865.111070377686, 'street_density_km': 3432.5555351888424, 'circuity_avg': 1.1336985341088217, 'self_loop_proportion': 0.009345794392523364, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1336985341088217\n", - "6296\n", - "9016062.873136654\n", - "{'n': 952, 'm': 2544, 'k_avg': 5.34453781512605, 'intersection_count': 773, 'streets_per_node_avg': 2.7909663865546217, 'streets_per_node_counts': {0: 0, 1: 179, 2: 0, 3: 615, 4: 157, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1880252100840336, 2: 0.0, 3: 0.6460084033613446, 4: 0.16491596638655462, 5: 0.0010504201680672268}, 'edge_length_total': 220485.24000000043, 'edge_length_avg': 86.66872641509451, 'street_length_total': 115346.55300000003, 'street_length_avg': 88.38816321839083, 'street_segments_count': 1305, 'node_density_km': 105.58932578392755, 'intersection_density_km': 85.7358706207731, 'edge_density_km': 24454.714114398634, 'street_density_km': 12793.450381060997, 'circuity_avg': 1.0642783509554408, 'self_loop_proportion': 0.0023584905660377358, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0642783509554408\n", - "6297\n", - "14023395.62601002\n", - "{'n': 711, 'm': 1828, 'k_avg': 5.142053445850914, 'intersection_count': 562, 'streets_per_node_avg': 2.6947960618846696, 'streets_per_node_counts': {0: 0, 1: 149, 2: 1, 3: 482, 4: 76, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20956399437412096, 2: 0.0014064697609001407, 3: 0.6779184247538678, 4: 0.10689170182841069, 5: 0.004219409282700422}, 'edge_length_total': 230946.5750000002, 'edge_length_avg': 126.33838894967188, 'street_length_total': 119408.02299999991, 'street_length_avg': 127.7091155080213, 'street_segments_count': 935, 'node_density_km': 50.70098704776369, 'intersection_density_km': 40.07588568332376, 'edge_density_km': 16468.662880169333, 'street_density_km': 8514.915087935393, 'circuity_avg': 1.0605572839140227, 'self_loop_proportion': 0.0010940919037199124, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0605572839140227\n", - "6298\n", - "13005457.151626652\n", - "{'n': 272, 'm': 712, 'k_avg': 5.235294117647059, 'intersection_count': 221, 'streets_per_node_avg': 2.735294117647059, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 194, 4: 26, 5: 0, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.7132352941176471, 4: 0.09558823529411764, 5: 0.0, 6: 0.0, 7: 0.003676470588235294}, 'edge_length_total': 131665.571, 'edge_length_avg': 184.9235547752809, 'street_length_total': 65902.98, 'street_length_avg': 184.60218487394957, 'street_segments_count': 357, 'node_density_km': 20.91429750056727, 'intersection_density_km': 16.992866719210905, 'edge_density_km': 10123.871038514933, 'street_density_km': 5067.332830492406, 'circuity_avg': 1.0665582731732637, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0665582731732637\n", - "6299\n", - "7011188.676078984\n", - "{'n': 415, 'm': 1111, 'k_avg': 5.354216867469879, 'intersection_count': 320, 'streets_per_node_avg': 2.7180722891566265, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 249, 4: 69, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2289156626506024, 2: 0.0, 3: 0.6, 4: 0.16626506024096385, 5: 0.004819277108433735}, 'edge_length_total': 97366.33400000003, 'edge_length_avg': 87.63846444644467, 'street_length_total': 48848.19800000002, 'street_length_avg': 87.69873967684025, 'street_segments_count': 557, 'node_density_km': 59.19110427250537, 'intersection_density_km': 45.6413334149439, 'edge_density_km': 13887.279104639969, 'street_density_km': 6967.177786366239, 'circuity_avg': 1.0570212398008598, 'self_loop_proportion': 0.0018001800180018, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0570212398008598\n", - "6300\n", - "10995979.100085158\n", - "{'n': 387, 'm': 1073, 'k_avg': 5.545219638242894, 'intersection_count': 330, 'streets_per_node_avg': 2.888888888888889, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 259, 4: 71}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14728682170542637, 2: 0.0, 3: 0.6692506459948321, 4: 0.1834625322997416}, 'edge_length_total': 162914.48499999964, 'edge_length_avg': 151.8308341099717, 'street_length_total': 81535.38300000005, 'street_length_avg': 151.83497765363137, 'street_segments_count': 537, 'node_density_km': 35.19468311803202, 'intersection_density_km': 30.010970100647455, 'edge_density_km': 14815.823449385962, 'street_density_km': 7415.018004114668, 'circuity_avg': 1.0432526870289103, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0432526870289103\n", - "6301\n", - "15026243.475869965\n", - "{'n': 623, 'm': 1614, 'k_avg': 5.181380417335474, 'intersection_count': 511, 'streets_per_node_avg': 2.792937399678973, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 417, 4: 93, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1797752808988764, 2: 0.0, 3: 0.6693418940609952, 4: 0.1492776886035313, 5: 0.0016051364365971107}, 'edge_length_total': 209426.367, 'edge_length_avg': 129.75611338289963, 'street_length_total': 110103.75300000013, 'street_length_avg': 133.13633978234597, 'street_segments_count': 827, 'node_density_km': 41.46079497516798, 'intersection_density_km': 34.00716891221643, 'edge_density_km': 13937.373458396925, 'street_density_km': 7327.43038383554, 'circuity_avg': 1.0732703756629247, 'self_loop_proportion': 0.0012391573729863693, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0732703756629247\n", - "6302\n", - "10007072.526400005\n", - "{'n': 391, 'm': 1145, 'k_avg': 5.856777493606138, 'intersection_count': 345, 'streets_per_node_avg': 3.0076726342710995, 'streets_per_node_counts': {0: 0, 1: 46, 2: 2, 3: 246, 4: 97}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11764705882352941, 2: 0.005115089514066497, 3: 0.629156010230179, 4: 0.24808184143222506}, 'edge_length_total': 150918.3890000001, 'edge_length_avg': 131.80645327510928, 'street_length_total': 75764.35699999997, 'street_length_avg': 131.3073778162911, 'street_segments_count': 577, 'node_density_km': 39.07236596601947, 'intersection_density_km': 34.4756170288407, 'edge_density_km': 15081.172700793071, 'street_density_km': 7571.081032951784, 'circuity_avg': 1.0479261871273624, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0479261871273624\n", - "6303\n", - "8019594.603796142\n", - "{'n': 592, 'm': 1740, 'k_avg': 5.878378378378378, 'intersection_count': 540, 'streets_per_node_avg': 3.0844594594594597, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 389, 4: 148, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08783783783783784, 2: 0.0, 3: 0.6570945945945946, 4: 0.25, 5: 0.005067567567567568}, 'edge_length_total': 138590.01199999967, 'edge_length_avg': 79.64943218390785, 'street_length_total': 71067.466, 'street_length_avg': 79.94090663667042, 'street_segments_count': 889, 'node_density_km': 73.81919277063854, 'intersection_density_km': 67.3350744867311, 'edge_density_km': 17281.423668772102, 'street_density_km': 8861.727993876351, 'circuity_avg': 1.0351928453684154, 'self_loop_proportion': 0.0011494252873563218, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0351928453684154\n", - "6304\n", - "36076158.03445192\n", - "{'n': 4106, 'm': 11390, 'k_avg': 5.547978567949342, 'intersection_count': 3379, 'streets_per_node_avg': 2.836824159766196, 'streets_per_node_counts': {0: 0, 1: 727, 2: 1, 3: 2630, 4: 712, 5: 35, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17705796395518753, 2: 0.00024354603019970775, 3: 0.6405260594252313, 4: 0.1734047735021919, 5: 0.008524111056989771, 6: 0.00024354603019970775}, 'edge_length_total': 849483.8439999924, 'edge_length_avg': 74.58154907813805, 'street_length_total': 428523.2409999997, 'street_length_avg': 74.39639600694439, 'street_segments_count': 5760, 'node_density_km': 113.81478027895496, 'intersection_density_km': 93.66296701475616, 'edge_density_km': 23546.959828392883, 'street_density_km': 11878.294817058117, 'circuity_avg': 1.0958546091613621, 'self_loop_proportion': 0.0045654082528533806, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0958546091613621\n", - "6305\n", - "6999014.543784068\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 195, 'm': 546, 'k_avg': 5.6, 'intersection_count': 178, 'streets_per_node_avg': 3.0153846153846153, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 142, 4: 35, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08717948717948718, 2: 0.0, 3: 0.7282051282051282, 4: 0.1794871794871795, 5: 0.005128205128205128}, 'edge_length_total': 95247.43000000002, 'edge_length_avg': 174.44584249084252, 'street_length_total': 47623.71500000003, 'street_length_avg': 174.4458424908426, 'street_segments_count': 273, 'node_density_km': 27.861065122829682, 'intersection_density_km': 25.432151753147092, 'edge_density_km': 13608.691538523908, 'street_density_km': 6804.345769261958, 'circuity_avg': 1.0707334842373184, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0707334842373184\n", - "6306\n", - "21044534.26484325\n", - "{'n': 3584, 'm': 10008, 'k_avg': 5.584821428571429, 'intersection_count': 3023, 'streets_per_node_avg': 2.877232142857143, 'streets_per_node_counts': {0: 0, 1: 561, 2: 4, 3: 2366, 4: 620, 5: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15652901785714285, 2: 0.0011160714285714285, 3: 0.66015625, 4: 0.17299107142857142, 5: 0.009207589285714286}, 'edge_length_total': 592226.7799999999, 'edge_length_avg': 59.175337729816135, 'street_length_total': 303988.0710000001, 'street_length_avg': 59.47721991782432, 'street_segments_count': 5111, 'node_density_km': 170.305503314815, 'intersection_density_km': 143.6477501452806, 'edge_density_km': 28141.595938731083, 'street_density_km': 14444.989239217282, 'circuity_avg': 1.0592152807304134, 'self_loop_proportion': 0.001199040767386091, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0592152807304134\n", - "6307\n", - "18011262.199602034\n", - "{'n': 595, 'm': 1694, 'k_avg': 5.694117647058824, 'intersection_count': 517, 'streets_per_node_avg': 2.9563025210084035, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 388, 4: 128, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13109243697478992, 2: 0.0, 3: 0.6521008403361345, 4: 0.21512605042016808, 5: 0.0016806722689075631}, 'edge_length_total': 245397.93299999993, 'edge_length_avg': 144.86300649350645, 'street_length_total': 124135.74599999993, 'street_length_avg': 142.8489597238204, 'street_segments_count': 869, 'node_density_km': 33.03488636199782, 'intersection_density_km': 28.70426260361827, 'edge_density_km': 13624.69383214143, 'street_density_km': 6892.118088356005, 'circuity_avg': 1.0396790367990905, 'self_loop_proportion': 0.0011806375442739079, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0396790367990905\n", - "6308\n", - "397748748.5272263\n", - "error with entry 6308\n", - "6309\n", - "14028828.681525206\n", - "{'n': 805, 'm': 2171, 'k_avg': 5.393788819875776, 'intersection_count': 669, 'streets_per_node_avg': 2.7850931677018633, 'streets_per_node_counts': {0: 0, 1: 136, 2: 0, 3: 573, 4: 93, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.168944099378882, 2: 0.0, 3: 0.7118012422360248, 4: 0.115527950310559, 5: 0.0037267080745341614}, 'edge_length_total': 236006.88600000093, 'edge_length_avg': 108.70883740211927, 'street_length_total': 118065.62799999998, 'street_length_avg': 108.71604788213627, 'street_segments_count': 1086, 'node_density_km': 57.3818398010746, 'intersection_density_km': 47.68751655517877, 'edge_density_km': 16822.992949568357, 'street_density_km': 8415.929132806543, 'circuity_avg': 1.0759080858755001, 'self_loop_proportion': 0.0009212344541685859, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0759080858755001\n", - "6310\n", - "5004134.888204432\n", - "{'n': 51, 'm': 120, 'k_avg': 4.705882352941177, 'intersection_count': 35, 'streets_per_node_avg': 2.450980392156863, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 31, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3137254901960784, 2: 0.0, 3: 0.6078431372549019, 4: 0.0784313725490196}, 'edge_length_total': 25929.183999999994, 'edge_length_avg': 216.0765333333333, 'street_length_total': 12964.592000000006, 'street_length_avg': 216.07653333333343, 'street_segments_count': 60, 'node_density_km': 10.191571797997566, 'intersection_density_km': 6.994215939802252, 'edge_density_km': 5181.551772539014, 'street_density_km': 2590.7758862695086, 'circuity_avg': 1.1148684258770856, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1148684258770856\n", - "6311\n", - "9022309.293810831\n", - "{'n': 614, 'm': 1598, 'k_avg': 5.2052117263843645, 'intersection_count': 489, 'streets_per_node_avg': 2.6807817589576546, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 436, 4: 52, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20358306188925082, 2: 0.0, 3: 0.7100977198697068, 4: 0.08469055374592833, 5: 0.0016286644951140066}, 'edge_length_total': 141077.29399999982, 'edge_length_avg': 88.28366332916134, 'street_length_total': 70538.64700000006, 'street_length_avg': 88.28366332916153, 'street_segments_count': 799, 'node_density_km': 68.05353042166209, 'intersection_density_km': 54.19898432604684, 'edge_density_km': 15636.494982141292, 'street_density_km': 7818.247491070662, 'circuity_avg': 1.0701974871004567, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0701974871004567\n", - "6312\n", - "17015173.67964466\n", - "{'n': 605, 'm': 1683, 'k_avg': 5.5636363636363635, 'intersection_count': 504, 'streets_per_node_avg': 2.9041322314049585, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 363, 4: 138, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1669421487603306, 2: 0.0, 3: 0.6, 4: 0.228099173553719, 5: 0.0049586776859504135}, 'edge_length_total': 249264.93800000023, 'edge_length_avg': 148.10750920974465, 'street_length_total': 127348.84199999995, 'street_length_avg': 147.56528621089217, 'street_segments_count': 863, 'node_density_km': 35.55649865177484, 'intersection_density_km': 29.62062036445375, 'edge_density_km': 14649.567656085532, 'street_density_km': 7484.42798161667, 'circuity_avg': 1.0424221364958957, 'self_loop_proportion': 0.0035650623885918, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0424221364958957\n", - "6313\n", - "14025476.825771809\n", - "{'n': 702, 'm': 1699, 'k_avg': 4.84045584045584, 'intersection_count': 573, 'streets_per_node_avg': 2.700854700854701, 'streets_per_node_counts': {0: 0, 1: 129, 2: 1, 3: 525, 4: 45, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18376068376068377, 2: 0.0014245014245014246, 3: 0.7478632478632479, 4: 0.0641025641025641, 5: 0.002849002849002849}, 'edge_length_total': 209095.10200000013, 'edge_length_avg': 123.06951265450273, 'street_length_total': 111144.51899999994, 'street_length_avg': 122.94747676991145, 'street_segments_count': 904, 'node_density_km': 50.05177426196842, 'intersection_density_km': 40.85422600015371, 'edge_density_km': 14908.234821349384, 'street_density_km': 7924.473469292105, 'circuity_avg': 1.091356044660712, 'self_loop_proportion': 0.002354326074161271, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.091356044660712\n", - "6314\n", - "4007973.817164134\n", - "{'n': 336, 'm': 938, 'k_avg': 5.583333333333333, 'intersection_count': 284, 'streets_per_node_avg': 2.8541666666666665, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 234, 4: 45, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15476190476190477, 2: 0.0, 3: 0.6964285714285714, 4: 0.13392857142857142, 5: 0.01488095238095238}, 'edge_length_total': 64805.95999999998, 'edge_length_avg': 69.0895095948827, 'street_length_total': 32402.979999999996, 'street_length_avg': 69.08950959488273, 'street_segments_count': 469, 'node_density_km': 83.83288297969443, 'intersection_density_km': 70.85874632807506, 'edge_density_km': 16169.25732460344, 'street_density_km': 8084.628662301722, 'circuity_avg': 1.0530812211716176, 'self_loop_proportion': 0.006396588486140725, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0530812211716176\n", - "6315\n", - "123242956.39261313\n", - "{'n': 8462, 'm': 23977, 'k_avg': 5.666981800992673, 'intersection_count': 7111, 'streets_per_node_avg': 2.9072323327818483, 'streets_per_node_counts': {0: 0, 1: 1351, 2: 7, 3: 5237, 4: 1812, 5: 53, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15965492791302294, 2: 0.0008272276057669581, 3: 0.6188844244859372, 4: 0.21413377452138974, 5: 0.006263294729378398, 6: 0.0002363507445048452}, 'edge_length_total': 1795310.5669999965, 'edge_length_avg': 74.87636347332847, 'street_length_total': 916669.879999999, 'street_length_avg': 75.03232217401973, 'street_segments_count': 12217, 'node_density_km': 68.66112472215241, 'intersection_density_km': 57.699037804210086, 'edge_density_km': 14567.246839492427, 'street_density_km': 7437.908882027938, 'circuity_avg': 1.0786636217571368, 'self_loop_proportion': 0.0020019185052341827, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0786636217571368\n", - "6316\n", - "11001705.21992474\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 778, 'm': 2216, 'k_avg': 5.696658097686376, 'intersection_count': 645, 'streets_per_node_avg': 2.916452442159383, 'streets_per_node_counts': {0: 0, 1: 133, 2: 0, 3: 449, 4: 191, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17095115681233933, 2: 0.0, 3: 0.577120822622108, 4: 0.2455012853470437, 5: 0.006426735218508998}, 'edge_length_total': 247259.00800000018, 'edge_length_avg': 111.57897472924196, 'street_length_total': 123857.82799999992, 'street_length_avg': 111.48319351935186, 'street_segments_count': 1111, 'node_density_km': 70.71631028533612, 'intersection_density_km': 58.62727523655758, 'edge_density_km': 22474.607622843723, 'street_density_km': 11258.057321485587, 'circuity_avg': 1.0635958272221395, 'self_loop_proportion': 0.004512635379061372, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0635958272221395\n", - "6317\n", - "13026785.122117454\n", - "{'n': 534, 'm': 1441, 'k_avg': 5.397003745318352, 'intersection_count': 442, 'streets_per_node_avg': 2.8295880149812733, 'streets_per_node_counts': {0: 0, 1: 92, 2: 1, 3: 349, 4: 91, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17228464419475656, 2: 0.0018726591760299626, 3: 0.653558052434457, 4: 0.1704119850187266, 5: 0.0, 6: 0.0018726591760299626}, 'edge_length_total': 166909.53300000005, 'edge_length_avg': 115.82896113809858, 'street_length_total': 86509.29200000003, 'street_length_avg': 117.38031478968797, 'street_segments_count': 737, 'node_density_km': 40.992462452869596, 'intersection_density_km': 33.93009064451004, 'edge_density_km': 12812.795439191948, 'street_density_km': 6640.878097629838, 'circuity_avg': 1.0562903519353153, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0562903519353153\n", - "6318\n", - "15034181.696850786\n", - "{'n': 379, 'm': 975, 'k_avg': 5.145118733509235, 'intersection_count': 312, 'streets_per_node_avg': 2.746701846965699, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 274, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17678100263852242, 2: 0.0, 3: 0.7229551451187335, 4: 0.10026385224274406}, 'edge_length_total': 162324.41199999963, 'edge_length_avg': 166.48657641025602, 'street_length_total': 81201.57699999989, 'street_length_avg': 166.39667418032764, 'street_segments_count': 488, 'node_density_km': 25.209220404685492, 'intersection_density_km': 20.752709145809693, 'edge_density_km': 10797.023427886454, 'street_density_km': 5401.130479686115, 'circuity_avg': 1.0846995987147345, 'self_loop_proportion': 0.0020512820512820513, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0846995987147345\n", - "6319\n", - "23041087.39027938\n", - "{'n': 1655, 'm': 4348, 'k_avg': 5.254380664652568, 'intersection_count': 1281, 'streets_per_node_avg': 2.701510574018127, 'streets_per_node_counts': {0: 0, 1: 374, 2: 2, 3: 1029, 4: 244, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22598187311178247, 2: 0.0012084592145015106, 3: 0.6217522658610272, 4: 0.1474320241691843, 5: 0.0036253776435045317}, 'edge_length_total': 445809.76899999956, 'edge_length_avg': 102.53214558417653, 'street_length_total': 225022.87600000005, 'street_length_avg': 101.95871137290442, 'street_segments_count': 2207, 'node_density_km': 71.82820723548902, 'intersection_density_km': 55.59633442215192, 'edge_density_km': 19348.46916938819, 'street_density_km': 9766.156960757553, 'circuity_avg': 1.076421361965158, 'self_loop_proportion': 0.0027598896044158236, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.076421361965158\n", - "6320\n", - "7002021.0664885165\n", - "{'n': 713, 'm': 1988, 'k_avg': 5.576437587657784, 'intersection_count': 619, 'streets_per_node_avg': 2.870967741935484, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 525, 4: 92, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13183730715287517, 2: 0.0, 3: 0.7363253856942497, 4: 0.12903225806451613, 5: 0.002805049088359046}, 'edge_length_total': 175456.33199999994, 'edge_length_avg': 88.25771227364181, 'street_length_total': 87728.1659999999, 'street_length_avg': 88.25771227364174, 'street_segments_count': 994, 'node_density_km': 101.8277427659278, 'intersection_density_km': 88.4030473662122, 'edge_density_km': 25057.955457993296, 'street_density_km': 12528.977728996637, 'circuity_avg': 1.0702503622765707, 'self_loop_proportion': 0.009054325955734407, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0702503622765707\n", - "6321\n", - "7013255.448195639\n", - "{'n': 243, 'm': 618, 'k_avg': 5.08641975308642, 'intersection_count': 191, 'streets_per_node_avg': 2.6954732510288064, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 162, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2139917695473251, 2: 0.0, 3: 0.6666666666666666, 4: 0.11522633744855967, 5: 0.00411522633744856}, 'edge_length_total': 92687.89700000006, 'edge_length_avg': 149.98041585760527, 'street_length_total': 46436.68600000001, 'street_length_avg': 149.3141028938907, 'street_segments_count': 311, 'node_density_km': 34.64867375713781, 'intersection_density_km': 27.234142747379924, 'edge_density_km': 13216.101664148948, 'street_density_km': 6621.274006488267, 'circuity_avg': 1.1167236763001251, 'self_loop_proportion': 0.003236245954692557, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1167236763001251\n", - "6322\n", - "22001747.31197172\n", - "{'n': 916, 'm': 2656, 'k_avg': 5.799126637554585, 'intersection_count': 799, 'streets_per_node_avg': 2.9748908296943233, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 589, 4: 209, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1277292576419214, 2: 0.0, 3: 0.6430131004366813, 4: 0.22816593886462883, 5: 0.001091703056768559}, 'edge_length_total': 377096.0740000006, 'edge_length_avg': 141.97894352409662, 'street_length_total': 188548.03700000024, 'street_length_avg': 141.97894352409656, 'street_segments_count': 1328, 'node_density_km': 41.633057002776354, 'intersection_density_km': 36.31529753844793, 'edge_density_km': 17139.369371577723, 'street_density_km': 8569.68468578886, 'circuity_avg': 1.0299228689180748, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0299228689180748\n", - "6323\n", - "8017670.802386085\n", - "{'n': 117, 'm': 326, 'k_avg': 5.572649572649572, 'intersection_count': 107, 'streets_per_node_avg': 2.8803418803418803, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 102, 4: 4, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08547008547008547, 2: 0.0, 3: 0.8717948717948718, 4: 0.03418803418803419, 5: 0.008547008547008548}, 'edge_length_total': 40443.55599999998, 'edge_length_avg': 124.0599877300613, 'street_length_total': 20221.777999999995, 'street_length_avg': 124.05998773006132, 'street_segments_count': 163, 'node_density_km': 14.592766762783578, 'intersection_density_km': 13.345521740323441, 'edge_density_km': 5044.30239115877, 'street_density_km': 2522.1511955793853, 'circuity_avg': 1.0924363972095326, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0924363972095326\n", - "6324\n", - "9000970.31802724\n", - "{'n': 614, 'm': 1656, 'k_avg': 5.394136807817589, 'intersection_count': 512, 'streets_per_node_avg': 2.798045602605863, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 433, 4: 78, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16612377850162866, 2: 0.0, 3: 0.7052117263843648, 4: 0.1270358306188925, 5: 0.0016286644951140066}, 'edge_length_total': 217324.94799999986, 'edge_length_avg': 131.23487198067625, 'street_length_total': 108662.47400000003, 'street_length_avg': 131.23487198067636, 'street_segments_count': 828, 'node_density_km': 68.214867764898, 'intersection_density_km': 56.8827561818042, 'edge_density_km': 24144.613338490755, 'street_density_km': 12072.30666924539, 'circuity_avg': 1.045891033954398, 'self_loop_proportion': 0.0024154589371980675, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045891033954398\n", - "6325\n", - "27071051.01335044\n", - "error with entry 6325\n", - "6326\n", - "24043179.32910379\n", - "{'n': 1760, 'm': 4609, 'k_avg': 5.2375, 'intersection_count': 1382, 'streets_per_node_avg': 2.6982954545454545, 'streets_per_node_counts': {0: 0, 1: 378, 2: 1, 3: 1162, 4: 213, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21477272727272728, 2: 0.0005681818181818182, 3: 0.6602272727272728, 4: 0.12102272727272727, 5: 0.002840909090909091, 6: 0.0005681818181818182}, 'edge_length_total': 465430.7840000009, 'edge_length_avg': 100.98302972445235, 'street_length_total': 234213.14799999967, 'street_length_avg': 100.39140505786527, 'street_segments_count': 2333, 'node_density_km': 73.20163344078023, 'intersection_density_km': 57.479918985885384, 'edge_density_km': 19358.121387740357, 'street_density_km': 9741.3551175609, 'circuity_avg': 1.0832872594221932, 'self_loop_proportion': 0.003471468865263615, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0832872594221932\n", - "6327\n", - "8000932.293324172\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 254, 'm': 688, 'k_avg': 5.417322834645669, 'intersection_count': 227, 'streets_per_node_avg': 2.937007874015748, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 189, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1062992125984252, 2: 0.0, 3: 0.7440944881889764, 4: 0.14960629921259844}, 'edge_length_total': 106893.61499999993, 'edge_length_avg': 155.36862645348828, 'street_length_total': 55850.708999999995, 'street_length_avg': 157.32594084507042, 'street_segments_count': 355, 'node_density_km': 31.746300392009676, 'intersection_density_km': 28.37169365742597, 'edge_density_km': 13360.14492825917, 'street_density_km': 6980.5251378768435, 'circuity_avg': 1.0498789453964075, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0498789453964075\n", - "6328\n", - "42081572.599997535\n", - "{'n': 2043, 'm': 5455, 'k_avg': 5.340186000978952, 'intersection_count': 1593, 'streets_per_node_avg': 2.744003915810083, 'streets_per_node_counts': {0: 0, 1: 450, 2: 0, 3: 1230, 4: 349, 5: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22026431718061673, 2: 0.0, 3: 0.6020558002936858, 4: 0.17082721488007832, 5: 0.006852667645619187}, 'edge_length_total': 613381.125999997, 'edge_length_avg': 112.44383611365664, 'street_length_total': 311004.9679999998, 'street_length_avg': 112.0334899135446, 'street_segments_count': 2776, 'node_density_km': 48.54856588701059, 'intersection_density_km': 37.85504917181002, 'edge_density_km': 14576.002941487814, 'street_density_km': 7390.526275152038, 'circuity_avg': 1.066833681020273, 'self_loop_proportion': 0.0021998166819431715, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066833681020273\n", - "6329\n", - "10002939.410249287\n", - "{'n': 360, 'm': 1125, 'k_avg': 6.25, 'intersection_count': 331, 'streets_per_node_avg': 3.183333333333333, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 208, 4: 122, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08055555555555556, 2: 0.0, 3: 0.5777777777777777, 4: 0.3388888888888889, 5: 0.002777777777777778}, 'edge_length_total': 160438.911, 'edge_length_avg': 142.61236533333332, 'street_length_total': 80266.69099999995, 'street_length_avg': 142.5696110124333, 'street_segments_count': 563, 'node_density_km': 35.98942123263629, 'intersection_density_km': 33.09027341111837, 'edge_density_km': 16039.176528012344, 'street_density_km': 8024.31042596904, 'circuity_avg': 1.0424391012889118, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0424391012889118\n", - "6330\n", - "110204872.04112206\n", - "{'n': 8246, 'm': 22506, 'k_avg': 5.458646616541353, 'intersection_count': 6721, 'streets_per_node_avg': 2.799902983264613, 'streets_per_node_counts': {0: 0, 1: 1525, 2: 7, 3: 5344, 4: 1336, 5: 31, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1849381518311909, 2: 0.0008488964346349745, 3: 0.6480717923841862, 4: 0.16201794809604655, 5: 0.0037593984962406013, 6: 0.0003638127577007034}, 'edge_length_total': 2075638.3029999966, 'edge_length_avg': 92.22599764507227, 'street_length_total': 1054826.663000002, 'street_length_avg': 92.4151623444894, 'street_segments_count': 11414, 'node_density_km': 74.82427815825666, 'intersection_density_km': 60.986414443565735, 'edge_density_km': 18834.360628135288, 'street_density_km': 9571.506626371309, 'circuity_avg': 1.0820966594173538, 'self_loop_proportion': 0.003554607660179508, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0820966594173538\n", - "6331\n", - "25013834.905680362\n", - "{'n': 2831, 'm': 7815, 'k_avg': 5.5210173083716, 'intersection_count': 2287, 'streets_per_node_avg': 2.809961144471918, 'streets_per_node_counts': {0: 0, 1: 544, 2: 2, 3: 1743, 4: 533, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1921582479689156, 2: 0.0007064641469445425, 3: 0.6156835040621689, 4: 0.1882726951607206, 5: 0.00282585658777817, 6: 0.00035323207347227127}, 'edge_length_total': 559561.453999998, 'edge_length_avg': 71.60095380678158, 'street_length_total': 280876.6590000003, 'street_length_avg': 71.46988778625962, 'street_segments_count': 3930, 'node_density_km': 113.17736807150317, 'intersection_density_km': 91.42940331315003, 'edge_density_km': 22370.078642876462, 'street_density_km': 11228.852355470544, 'circuity_avg': 1.0605051506351257, 'self_loop_proportion': 0.004350607805502239, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0605051506351257\n", - "6332\n", - "45105187.56545221\n", - "{'n': 4415, 'm': 12167, 'k_avg': 5.511664779161948, 'intersection_count': 3683, 'streets_per_node_avg': 2.8582106455266136, 'streets_per_node_counts': {0: 0, 1: 732, 2: 1, 3: 2877, 4: 773, 5: 30, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16579841449603624, 2: 0.00022650056625141563, 3: 0.6516421291053227, 4: 0.1750849377123443, 5: 0.006795016987542469, 6: 0.00045300113250283127}, 'edge_length_total': 1036274.6279999999, 'edge_length_avg': 85.1709236459275, 'street_length_total': 535051.3279999994, 'street_length_avg': 85.67675388310639, 'street_segments_count': 6245, 'node_density_km': 97.88231106662369, 'intersection_density_km': 81.65357908456966, 'edge_density_km': 22974.621854664943, 'street_density_km': 11862.301364418128, 'circuity_avg': 1.084224574311689, 'self_loop_proportion': 0.003616339278375935, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084224574311689\n", - "6333\n", - "12004723.72896363\n", - "{'n': 709, 'm': 2136, 'k_avg': 6.025387870239775, 'intersection_count': 652, 'streets_per_node_avg': 3.1664315937940763, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 426, 4: 220, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08039492242595205, 2: 0.0, 3: 0.6008462623413258, 4: 0.31029619181946405, 5: 0.00846262341325811}, 'edge_length_total': 220352.69499999966, 'edge_length_avg': 103.16137406367025, 'street_length_total': 113398.33799999984, 'street_length_avg': 102.90230308529931, 'street_segments_count': 1102, 'node_density_km': 59.06008468061664, 'intersection_density_km': 54.31195375424831, 'edge_density_km': 18355.499049791353, 'street_density_km': 9446.143081694187, 'circuity_avg': 1.0453024604032617, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0453024604032617\n", - "6334\n", - "8017213.026854667\n", - "{'n': 362, 'm': 959, 'k_avg': 5.298342541436464, 'intersection_count': 285, 'streets_per_node_avg': 2.7430939226519335, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 224, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.212707182320442, 2: 0.0, 3: 0.6187845303867403, 4: 0.1685082872928177}, 'edge_length_total': 136849.38499999995, 'edge_length_avg': 142.7000886339937, 'street_length_total': 68465.80800000002, 'street_length_avg': 142.63710000000003, 'street_segments_count': 480, 'node_density_km': 45.15284785216949, 'intersection_density_km': 35.54851281179089, 'edge_density_km': 17069.446020905976, 'street_density_km': 8539.851413535494, 'circuity_avg': 1.0398624035871766, 'self_loop_proportion': 0.0020855057351407717, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0398624035871766\n", - "6335\n", - "16013090.745491676\n", - "{'n': 1314, 'm': 3645, 'k_avg': 5.5479452054794525, 'intersection_count': 1069, 'streets_per_node_avg': 2.8203957382039575, 'streets_per_node_counts': {0: 0, 1: 245, 2: 0, 3: 816, 4: 252, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18645357686453576, 2: 0.0, 3: 0.6210045662100456, 4: 0.1917808219178082, 5: 0.00076103500761035}, 'edge_length_total': 348177.0140000001, 'edge_length_avg': 95.52181454046641, 'street_length_total': 174746.5360000004, 'street_length_avg': 95.59438512035032, 'street_segments_count': 1828, 'node_density_km': 82.05786258782948, 'intersection_density_km': 66.75788059847011, 'edge_density_km': 21743.273646158894, 'street_density_km': 10912.73001429774, 'circuity_avg': 1.0441171778586302, 'self_loop_proportion': 0.003017832647462277, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0441171778586302\n", - "6336\n", - "7012453.763398179\n", - "{'n': 316, 'm': 802, 'k_avg': 5.075949367088608, 'intersection_count': 248, 'streets_per_node_avg': 2.6740506329113924, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 216, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21518987341772153, 2: 0.0, 3: 0.6835443037974683, 4: 0.0981012658227848, 5: 0.0031645569620253164}, 'edge_length_total': 107237.49400000002, 'edge_length_avg': 133.71258603491273, 'street_length_total': 53698.37900000004, 'street_length_avg': 133.57805721393044, 'street_segments_count': 402, 'node_density_km': 45.06268571058199, 'intersection_density_km': 35.36565207665928, 'edge_density_km': 15292.435090229184, 'street_density_km': 7657.573341913663, 'circuity_avg': 1.0802709248648719, 'self_loop_proportion': 0.004987531172069825, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0802709248648719\n", - "6337\n", - "21038176.280089337\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 359, 'm': 1010, 'k_avg': 5.626740947075209, 'intersection_count': 313, 'streets_per_node_avg': 2.933147632311978, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 246, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12813370473537605, 2: 0.0, 3: 0.6852367688022284, 4: 0.18384401114206128, 5: 0.002785515320334262}, 'edge_length_total': 212282.426, 'edge_length_avg': 210.1806198019802, 'street_length_total': 106593.21400000004, 'street_length_avg': 208.18987109375007, 'street_segments_count': 512, 'node_density_km': 17.0642167467605, 'intersection_density_km': 14.87771543659063, 'edge_density_km': 10090.343534239963, 'street_density_km': 5066.656566656898, 'circuity_avg': 1.0821611464542273, 'self_loop_proportion': 0.005940594059405941, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0821611464542273\n", - "6338\n", - "20038492.787386056\n", - "{'n': 1174, 'm': 3092, 'k_avg': 5.267461669505963, 'intersection_count': 939, 'streets_per_node_avg': 2.7393526405451447, 'streets_per_node_counts': {0: 0, 1: 235, 2: 3, 3: 773, 4: 159, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20017035775127767, 2: 0.002555366269165247, 3: 0.6584327086882453, 4: 0.1354344122657581, 5: 0.0034071550255536627}, 'edge_length_total': 368064.3300000014, 'edge_length_avg': 119.03762289780123, 'street_length_total': 187500.35999999993, 'street_length_avg': 119.27503816793889, 'street_segments_count': 1572, 'node_density_km': 58.587240690029155, 'intersection_density_km': 46.859811761445805, 'edge_density_km': 18367.864983921976, 'street_density_km': 9357.00913184592, 'circuity_avg': 1.0729543056322273, 'self_loop_proportion': 0.004527813712807244, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0729543056322273\n", - "6339\n", - "6011583.4062946215\n", - "{'n': 1255, 'm': 3556, 'k_avg': 5.666932270916335, 'intersection_count': 1097, 'streets_per_node_avg': 2.907569721115538, 'streets_per_node_counts': {0: 0, 1: 158, 2: 0, 3: 907, 4: 180, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1258964143426295, 2: 0.0, 3: 0.7227091633466135, 4: 0.14342629482071714, 5: 0.00796812749003984}, 'edge_length_total': 188606.55800000057, 'edge_length_avg': 53.038964566929295, 'street_length_total': 94667.70799999991, 'street_length_avg': 53.03513053221283, 'street_segments_count': 1785, 'node_density_km': 208.7636343339946, 'intersection_density_km': 182.4810413262088, 'edge_density_km': 31373.856977932635, 'street_density_km': 15747.549622429764, 'circuity_avg': 1.0658663868170866, 'self_loop_proportion': 0.00281214848143982, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0658663868170866\n", - "6340\n", - "108206293.85673663\n", - "{'n': 27968, 'm': 78244, 'k_avg': 5.59525171624714, 'intersection_count': 23391, 'streets_per_node_avg': 2.8526530320366135, 'streets_per_node_counts': {0: 0, 1: 4577, 2: 10, 3: 18548, 4: 4635, 5: 186, 6: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16365131578947367, 2: 0.00035755148741418763, 3: 0.6631864988558352, 4: 0.16572511441647597, 5: 0.00665045766590389, 6: 0.00042906178489702515}, 'edge_length_total': 3793998.202999967, 'edge_length_avg': 48.4893180691167, 'street_length_total': 1934180.9359999937, 'street_length_avg': 48.67578357157222, 'street_segments_count': 39736, 'node_density_km': 258.46925352631683, 'intersection_density_km': 216.170420095612, 'edge_density_km': 35062.638851887474, 'street_density_km': 17874.93931324196, 'circuity_avg': 1.0717182426709977, 'self_loop_proportion': 0.0022238126885128573, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0717182426709977\n", - "6341\n", - "30004453.721014526\n", - "{'n': 1597, 'm': 4693, 'k_avg': 5.877269881026925, 'intersection_count': 1375, 'streets_per_node_avg': 2.989355040701315, 'streets_per_node_counts': {0: 0, 1: 222, 2: 0, 3: 957, 4: 409, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13901064495929868, 2: 0.0, 3: 0.5992485911083281, 4: 0.25610519724483405, 5: 0.005635566687539136}, 'edge_length_total': 432845.5949999987, 'edge_length_avg': 92.23217451523517, 'street_length_total': 218032.61699999985, 'street_length_avg': 91.99688481012652, 'street_segments_count': 2370, 'node_density_km': 53.22543162588869, 'intersection_density_km': 45.826530047336846, 'edge_density_km': 14426.044847363517, 'street_density_km': 7266.67510854544, 'circuity_avg': 1.0541722663047908, 'self_loop_proportion': 0.0034093330492222457, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0541722663047908\n", - "6342\n", - "67123175.99515833\n", - "error with entry 6342\n", - "6343\n", - "9999478.197463749\n", - "{'n': 526, 'm': 1544, 'k_avg': 5.870722433460076, 'intersection_count': 482, 'streets_per_node_avg': 3.049429657794677, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 370, 4: 110, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08365019011406843, 2: 0.0, 3: 0.7034220532319392, 4: 0.20912547528517111, 5: 0.0038022813688212928}, 'edge_length_total': 194078.50000000026, 'edge_length_avg': 125.69851036269446, 'street_length_total': 97039.24999999997, 'street_length_avg': 125.69851036269426, 'street_segments_count': 772, 'node_density_km': 52.60274482456632, 'intersection_density_km': 48.202515219469525, 'edge_density_km': 19408.862759381387, 'street_density_km': 9704.431379690677, 'circuity_avg': 1.0613135695440132, 'self_loop_proportion': 0.0025906735751295338, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0613135695440132\n", - "6344\n", - "17033738.769933183\n", - "{'n': 938, 'm': 2371, 'k_avg': 5.0554371002132195, 'intersection_count': 726, 'streets_per_node_avg': 2.699360341151386, 'streets_per_node_counts': {0: 0, 1: 212, 2: 0, 3: 588, 4: 135, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2260127931769723, 2: 0.0, 3: 0.6268656716417911, 4: 0.1439232409381663, 5: 0.0021321961620469083, 6: 0.0010660980810234541}, 'edge_length_total': 289874.88000000024, 'edge_length_avg': 122.25849008857033, 'street_length_total': 150206.1680000002, 'street_length_avg': 122.417414832926, 'street_segments_count': 1227, 'node_density_km': 55.0671824118669, 'intersection_density_km': 42.62129470257502, 'edge_density_km': 17017.689652002176, 'street_density_km': 8818.156132882235, 'circuity_avg': 1.0804515287159866, 'self_loop_proportion': 0.001687051876845213, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0804515287159866\n", - "6345\n", - "473040143.84247863\n", - "{'n': 43884, 'm': 124391, 'k_avg': 5.669082125603865, 'intersection_count': 37807, 'streets_per_node_avg': 2.9339622641509435, 'streets_per_node_counts': {0: 0, 1: 6077, 2: 34, 3: 28711, 4: 8867, 5: 170, 6: 20, 7: 3, 8: 1, 9: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1384787166165345, 2: 0.0007747698477805123, 3: 0.6542475617537143, 4: 0.20205541883146477, 5: 0.0038738492389025613, 6: 0.0004557469692826543, 7: 6.836204539239814e-05, 8: 2.2787348464132712e-05, 9: 2.2787348464132712e-05}, 'edge_length_total': 11041774.035000158, 'edge_length_avg': 88.76666346439983, 'street_length_total': 5698547.860999989, 'street_length_avg': 88.94669425757394, 'street_segments_count': 64067, 'node_density_km': 92.7701392180645, 'intersection_density_km': 79.9234493988097, 'edge_density_km': 23342.15008753474, 'street_density_km': 12046.647488965744, 'circuity_avg': 1.0674190928568112, 'self_loop_proportion': 0.002371554212121456, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0674190928568112\n", - "6346\n", - "7015044.533489104\n", - "{'n': 125, 'm': 334, 'k_avg': 5.344, 'intersection_count': 106, 'streets_per_node_avg': 2.856, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 86, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.152, 2: 0.0, 3: 0.688, 4: 0.16}, 'edge_length_total': 54898.272000000004, 'edge_length_avg': 164.36608383233533, 'street_length_total': 27449.136, 'street_length_avg': 164.36608383233533, 'street_segments_count': 167, 'node_density_km': 17.81884625297285, 'intersection_density_km': 15.110381622520977, 'edge_density_km': 7825.790946575075, 'street_density_km': 3912.8954732875372, 'circuity_avg': 1.0723349956808028, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0723349956808028\n", - "6347\n", - "9017046.286908729\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 182, 'm': 399, 'k_avg': 4.384615384615385, 'intersection_count': 132, 'streets_per_node_avg': 2.5164835164835164, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 121, 4: 10, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27472527472527475, 2: 0.0, 3: 0.6648351648351648, 4: 0.054945054945054944, 5: 0.005494505494505495}, 'edge_length_total': 61732.91099999995, 'edge_length_avg': 154.7190751879698, 'street_length_total': 33743.277, 'street_length_avg': 158.41914084507044, 'street_segments_count': 213, 'node_density_km': 20.183993095858245, 'intersection_density_km': 14.63894004754554, 'edge_density_km': 6846.245326435333, 'street_density_km': 3742.1652197781996, 'circuity_avg': 1.079458517803866, 'self_loop_proportion': 0.005012531328320802, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.079458517803866\n", - "6348\n", - "7000396.622269608\n", - "{'n': 376, 'm': 1202, 'k_avg': 6.3936170212765955, 'intersection_count': 364, 'streets_per_node_avg': 3.3297872340425534, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 216, 4: 148}, 'streets_per_node_proportion': {0: 0.0, 1: 0.031914893617021274, 2: 0.0, 3: 0.574468085106383, 4: 0.39361702127659576}, 'edge_length_total': 143346.13000000015, 'edge_length_avg': 119.25634775374388, 'street_length_total': 71673.065, 'street_length_avg': 119.25634775374377, 'street_segments_count': 601, 'node_density_km': 53.71124241787554, 'intersection_density_km': 51.997053830071, 'edge_density_km': 20476.858345995504, 'street_density_km': 10238.429172997741, 'circuity_avg': 1.0594086651710855, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0594086651710855\n", - "6349\n", - "6014065.527537456\n", - "{'n': 259, 'm': 706, 'k_avg': 5.4517374517374515, 'intersection_count': 214, 'streets_per_node_avg': 2.799227799227799, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 178, 4: 34, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17374517374517376, 2: 0.0, 3: 0.6872586872586872, 4: 0.13127413127413126, 5: 0.007722007722007722}, 'edge_length_total': 86943.72800000013, 'edge_length_avg': 123.14975637393786, 'street_length_total': 43471.86399999997, 'street_length_avg': 123.14975637393759, 'street_segments_count': 353, 'node_density_km': 43.06570967909809, 'intersection_density_km': 35.583250468443985, 'edge_density_km': 14456.731075160145, 'street_density_km': 7228.365537580057, 'circuity_avg': 1.0622881562579907, 'self_loop_proportion': 0.0028328611898017, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0622881562579907\n", - "6350\n", - "10019335.538527334\n", - "{'n': 400, 'm': 910, 'k_avg': 4.55, 'intersection_count': 301, 'streets_per_node_avg': 2.55, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 283, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2475, 2: 0.0, 3: 0.7075, 4: 0.045}, 'edge_length_total': 121960.44300000017, 'edge_length_avg': 134.02246483516504, 'street_length_total': 66160.22000000006, 'street_length_avg': 135.02085714285727, 'street_segments_count': 490, 'node_density_km': 39.922807102514994, 'intersection_density_km': 30.041912344642537, 'edge_density_km': 12172.508100065706, 'street_density_km': 6603.254252299893, 'circuity_avg': 1.0728097917350745, 'self_loop_proportion': 0.002197802197802198, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0728097917350745\n", - "6351\n", - "6015524.86442637\n", - "{'n': 285, 'm': 784, 'k_avg': 5.5017543859649125, 'intersection_count': 244, 'streets_per_node_avg': 2.8526315789473684, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 204, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14385964912280702, 2: 0.0, 3: 0.7157894736842105, 4: 0.14035087719298245}, 'edge_length_total': 97687.60799999982, 'edge_length_avg': 124.60154081632629, 'street_length_total': 48843.80400000006, 'street_length_avg': 124.60154081632669, 'street_segments_count': 392, 'node_density_km': 47.377412016927494, 'intersection_density_km': 40.56171414782564, 'edge_density_km': 16239.249309347697, 'street_density_km': 8119.624654673874, 'circuity_avg': 1.0449824988226546, 'self_loop_proportion': 0.002551020408163265, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0449824988226546\n", - "6352\n", - "24041852.139192354\n", - "{'n': 1371, 'm': 3836, 'k_avg': 5.5959153902261125, 'intersection_count': 1139, 'streets_per_node_avg': 2.8665207877461705, 'streets_per_node_counts': {0: 0, 1: 232, 2: 0, 3: 865, 4: 268, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16921954777534645, 2: 0.0, 3: 0.6309263311451495, 4: 0.19547775346462437, 5: 0.0036469730123997084, 6: 0.0007293946024799417}, 'edge_length_total': 412576.5290000015, 'edge_length_avg': 107.553839676747, 'street_length_total': 206983.8519999999, 'street_length_avg': 107.41248157758167, 'street_segments_count': 1927, 'node_density_km': 57.02555660281406, 'intersection_density_km': 47.37571770284845, 'edge_density_km': 17160.76309809055, 'street_density_km': 8609.313908165195, 'circuity_avg': 1.0625068229367516, 'self_loop_proportion': 0.0036496350364963502, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0625068229367516\n", - "6353\n", - "15000938.52179146\n", - "{'n': 490, 'm': 1449, 'k_avg': 5.914285714285715, 'intersection_count': 456, 'streets_per_node_avg': 3.073469387755102, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 357, 4: 94, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06938775510204082, 2: 0.0, 3: 0.7285714285714285, 4: 0.19183673469387755, 5: 0.01020408163265306}, 'edge_length_total': 217002.99900000036, 'edge_length_avg': 149.76052380952405, 'street_length_total': 108653.21500000003, 'street_length_avg': 149.45421595598353, 'street_segments_count': 727, 'node_density_km': 32.664622902639735, 'intersection_density_km': 30.39809804817086, 'edge_density_km': 14465.961491993714, 'street_density_km': 7243.094479866205, 'circuity_avg': 1.0405110589018076, 'self_loop_proportion': 0.0013802622498274672, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0405110589018076\n", - "6354\n", - "27048624.145478185\n", - "{'n': 3595, 'm': 10597, 'k_avg': 5.895410292072323, 'intersection_count': 3190, 'streets_per_node_avg': 3.0514603616133518, 'streets_per_node_counts': {0: 0, 1: 405, 2: 7, 3: 2239, 4: 892, 5: 46, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11265646731571627, 2: 0.0019471488178025036, 3: 0.6228094575799722, 4: 0.24812239221140472, 5: 0.012795549374130737, 6: 0.0016689847009735744}, 'edge_length_total': 750956.5920000034, 'edge_length_avg': 70.86501764650406, 'street_length_total': 383799.0339999998, 'street_length_avg': 70.78550977499074, 'street_segments_count': 5422, 'node_density_km': 132.9087934626423, 'intersection_density_km': 117.93575831594686, 'edge_density_km': 27763.208507799223, 'street_density_km': 14189.225741604341, 'circuity_avg': 1.0755823079299238, 'self_loop_proportion': 0.0030197225629895255, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0755823079299238\n", - "6355\n", - "12001296.372368967\n", - "{'n': 598, 'm': 1806, 'k_avg': 6.040133779264214, 'intersection_count': 552, 'streets_per_node_avg': 3.132107023411371, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 389, 4: 157, 5: 4, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07692307692307693, 2: 0.0, 3: 0.6505016722408027, 4: 0.2625418060200669, 5: 0.006688963210702341, 6: 0.0033444816053511705}, 'edge_length_total': 221037.6920000001, 'edge_length_avg': 122.39074861572541, 'street_length_total': 112004.81699999991, 'street_length_avg': 122.40963606557366, 'street_segments_count': 915, 'node_density_km': 49.827950368495, 'intersection_density_km': 45.99503110938, 'edge_density_km': 18417.817970807173, 'street_density_km': 9332.726525933713, 'circuity_avg': 1.0322433521209309, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0322433521209309\n", - "6356\n", - "72110149.23486115\n", - "{'n': 4152, 'm': 11307, 'k_avg': 5.446531791907514, 'intersection_count': 3414, 'streets_per_node_avg': 2.790462427745665, 'streets_per_node_counts': {0: 0, 1: 738, 2: 6, 3: 2809, 4: 588, 5: 9, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1777456647398844, 2: 0.001445086705202312, 3: 0.6765414258188824, 4: 0.1416184971098266, 5: 0.002167630057803468, 6: 0.0004816955684007707}, 'edge_length_total': 1110005.4469999936, 'edge_length_avg': 98.16975740691551, 'street_length_total': 563439.1600000018, 'street_length_avg': 98.41732052401778, 'street_segments_count': 5725, 'node_density_km': 57.57858004810153, 'intersection_density_km': 47.34423706267307, 'edge_density_km': 15393.193035625687, 'street_density_km': 7813.590264040266, 'circuity_avg': 1.0802389679561342, 'self_loop_proportion': 0.0028301052445387814, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0802389679561342\n", - "6357\n", - "16001196.224536322\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 653, 'm': 1763, 'k_avg': 5.39969372128637, 'intersection_count': 535, 'streets_per_node_avg': 2.8024502297090352, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 428, 4: 107}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1807044410413476, 2: 0.0, 3: 0.655436447166922, 4: 0.1638591117917305}, 'edge_length_total': 208026.19200000033, 'edge_length_avg': 117.99557118547948, 'street_length_total': 104608.14499999993, 'street_length_avg': 117.2737051569506, 'street_segments_count': 892, 'node_density_km': 40.809448920992935, 'intersection_density_km': 33.43500026451948, 'edge_density_km': 13000.665017844842, 'street_density_km': 6537.520291113812, 'circuity_avg': 1.0458520911828677, 'self_loop_proportion': 0.0005672149744753262, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0458520911828677\n", - "6358\n", - "66156889.484315544\n", - "{'n': 2759, 'm': 7581, 'k_avg': 5.495469372961217, 'intersection_count': 2308, 'streets_per_node_avg': 2.8296484233417907, 'streets_per_node_counts': {0: 0, 1: 451, 2: 0, 3: 1890, 4: 405, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1634650235592606, 2: 0.0, 3: 0.6850308082638638, 4: 0.14679231605654222, 5: 0.004349401957230881, 6: 0.0003624501631025734}, 'edge_length_total': 834931.414999999, 'edge_length_avg': 110.13473354438715, 'street_length_total': 422284.8719999996, 'street_length_avg': 109.88417174082738, 'street_segments_count': 3843, 'node_density_km': 41.703895414461755, 'intersection_density_km': 34.88676716802382, 'edge_density_km': 12620.475683004177, 'street_density_km': 6383.082325841738, 'circuity_avg': 1.0619972722722069, 'self_loop_proportion': 0.002374356944994064, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0619972722722069\n", - "6359\n", - "20002660.717666738\n", - "{'n': 970, 'm': 2557, 'k_avg': 5.272164948453608, 'intersection_count': 788, 'streets_per_node_avg': 2.775257731958763, 'streets_per_node_counts': {0: 0, 1: 182, 2: 0, 3: 648, 4: 135, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18762886597938144, 2: 0.0, 3: 0.668041237113402, 4: 0.13917525773195877, 5: 0.004123711340206186, 6: 0.0010309278350515464}, 'edge_length_total': 293581.90399999934, 'edge_length_avg': 114.8149800547514, 'street_length_total': 149047.67200000005, 'street_length_avg': 113.77684885496187, 'street_segments_count': 1310, 'node_density_km': 48.49354861792347, 'intersection_density_km': 39.39475908342649, 'edge_density_km': 14677.142613367536, 'street_density_km': 7451.392297443622, 'circuity_avg': 1.076791872418976, 'self_loop_proportion': 0.0023464998044583495, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.076791872418976\n", - "6360\n", - "8014879.233801482\n", - "{'n': 766, 'm': 1974, 'k_avg': 5.154046997389034, 'intersection_count': 578, 'streets_per_node_avg': 2.650130548302872, 'streets_per_node_counts': {0: 0, 1: 188, 2: 0, 3: 471, 4: 106, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2454308093994778, 2: 0.0, 3: 0.6148825065274152, 4: 0.13838120104438642, 5: 0.0013054830287206266}, 'edge_length_total': 151060.33300000007, 'edge_length_avg': 76.52499138804461, 'street_length_total': 75569.01399999997, 'street_length_avg': 76.48685627530361, 'street_segments_count': 988, 'node_density_km': 95.57224477812673, 'intersection_density_km': 72.11587138610606, 'edge_density_km': 18847.48710410097, 'street_density_km': 9428.590474738488, 'circuity_avg': 1.07072814462805, 'self_loop_proportion': 0.0010131712259371835, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07072814462805\n", - "6361\n", - "18002359.023894295\n", - "{'n': 2150, 'm': 6603, 'k_avg': 6.142325581395349, 'intersection_count': 1959, 'streets_per_node_avg': 3.1506976744186046, 'streets_per_node_counts': {0: 0, 1: 191, 2: 0, 3: 1282, 4: 651, 5: 24, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08883720930232558, 2: 0.0, 3: 0.5962790697674418, 4: 0.30279069767441863, 5: 0.011162790697674419, 6: 0.00046511627906976747, 7: 0.00046511627906976747}, 'edge_length_total': 449174.0620000022, 'edge_length_avg': 68.02575526275969, 'street_length_total': 228511.9090000005, 'street_length_avg': 67.969038964902, 'street_segments_count': 3362, 'node_density_km': 119.42879247915971, 'intersection_density_km': 108.81907184496458, 'edge_density_km': 24950.844575636966, 'street_density_km': 12693.442492547762, 'circuity_avg': 1.0449043210144888, 'self_loop_proportion': 0.0006057852491291837, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0449043210144888\n", - "6362\n", - "11024707.007235955\n", - "{'n': 844, 'm': 2392, 'k_avg': 5.668246445497631, 'intersection_count': 706, 'streets_per_node_avg': 2.9123222748815167, 'streets_per_node_counts': {0: 0, 1: 138, 2: 0, 3: 506, 4: 198, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16350710900473933, 2: 0.0, 3: 0.5995260663507109, 4: 0.23459715639810427, 5: 0.002369668246445498}, 'edge_length_total': 239840.85299999928, 'edge_length_avg': 100.26791513377896, 'street_length_total': 120300.58299999985, 'street_length_avg': 100.16701332223136, 'street_segments_count': 1201, 'node_density_km': 76.5553224630867, 'intersection_density_km': 64.03798300822181, 'edge_density_km': 21754.85052279232, 'street_density_km': 10911.907492964827, 'circuity_avg': 1.0520943422386624, 'self_loop_proportion': 0.0008361204013377926, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0520943422386624\n", - "6363\n", - "17011287.34289919\n", - "{'n': 597, 'm': 1746, 'k_avg': 5.849246231155779, 'intersection_count': 521, 'streets_per_node_avg': 3.0100502512562812, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 363, 4: 158}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1273031825795645, 2: 0.0, 3: 0.6080402010050251, 4: 0.2646566164154104}, 'edge_length_total': 270719.85400000046, 'edge_length_avg': 155.05146277205066, 'street_length_total': 135458.98699999982, 'street_length_avg': 154.98739931350093, 'street_segments_count': 874, 'node_density_km': 35.094345769733785, 'intersection_density_km': 30.626723862699, 'edge_density_km': 15914.13092631133, 'street_density_km': 7962.888655604468, 'circuity_avg': 1.0382418859792657, 'self_loop_proportion': 0.001145475372279496, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0382418859792657\n", - "6364\n", - "6009239.499640944\n", - "{'n': 259, 'm': 655, 'k_avg': 5.057915057915058, 'intersection_count': 197, 'streets_per_node_avg': 2.629343629343629, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 171, 4: 24, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23938223938223938, 2: 0.0, 3: 0.6602316602316602, 4: 0.09266409266409266, 5: 0.007722007722007722}, 'edge_length_total': 73972.75399999994, 'edge_length_avg': 112.93550229007624, 'street_length_total': 37017.965999999986, 'street_length_avg': 112.85965243902434, 'street_segments_count': 328, 'node_density_km': 43.100295805396904, 'intersection_density_km': 32.78285047746405, 'edge_density_km': 12309.836212122991, 'street_density_km': 6160.17484445608, 'circuity_avg': 1.1291456366105757, 'self_loop_proportion': 0.0061068702290076335, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1291456366105757\n", - "6365\n", - "18999766.904004138\n", - "{'n': 619, 'm': 1718, 'k_avg': 5.550888529886914, 'intersection_count': 520, 'streets_per_node_avg': 2.878836833602585, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 398, 4: 121, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15993537964458804, 2: 0.0, 3: 0.6429725363489499, 4: 0.19547657512116318, 5: 0.0016155088852988692}, 'edge_length_total': 267941.85899999895, 'edge_length_avg': 155.96150116414375, 'street_length_total': 134454.24799999985, 'street_length_avg': 155.79866512166842, 'street_segments_count': 863, 'node_density_km': 32.57934705870249, 'intersection_density_km': 27.36875681829611, 'edge_density_km': 14102.376116179146, 'street_density_km': 7076.62618595937, 'circuity_avg': 1.0907919785542506, 'self_loop_proportion': 0.0034924330616996507, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0907919785542506\n", - "6366\n", - "9017113.763043633\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 314, 'm': 860, 'k_avg': 5.477707006369426, 'intersection_count': 254, 'streets_per_node_avg': 2.8248407643312103, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 189, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1910828025477707, 2: 0.0, 3: 0.6019108280254777, 4: 0.2070063694267516}, 'edge_length_total': 126678.97499999996, 'edge_length_avg': 147.30113372093018, 'street_length_total': 63491.12999999997, 'street_length_avg': 147.31120649651965, 'street_segments_count': 431, 'node_density_km': 34.82267255925277, 'intersection_density_km': 28.168658694427403, 'edge_density_km': 14048.727600531105, 'street_density_km': 7041.180988557164, 'circuity_avg': 1.0975883227183234, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0975883227183234\n", - "6367\n", - "21007262.05575752\n", - "{'n': 830, 'm': 2397, 'k_avg': 5.775903614457832, 'intersection_count': 725, 'streets_per_node_avg': 2.9819277108433737, 'streets_per_node_counts': {0: 0, 1: 105, 2: 0, 3: 531, 4: 193, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12650602409638553, 2: 0.0, 3: 0.6397590361445783, 4: 0.2325301204819277, 5: 0.0012048192771084338}, 'edge_length_total': 327125.8979999997, 'edge_length_avg': 136.47304881101363, 'street_length_total': 163985.12700000007, 'street_length_avg': 136.42689434276213, 'street_segments_count': 1202, 'node_density_km': 39.51014643398137, 'intersection_density_km': 34.511874897152396, 'edge_density_km': 15572.03871364776, 'street_density_km': 7806.116121403656, 'circuity_avg': 1.0310416653122607, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0310416653122607\n", - "6368\n", - "9016003.810051683\n", - "{'n': 623, 'm': 1552, 'k_avg': 4.982343499197432, 'intersection_count': 456, 'streets_per_node_avg': 2.565008025682183, 'streets_per_node_counts': {0: 0, 1: 167, 2: 0, 3: 395, 4: 59, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2680577849117175, 2: 0.0, 3: 0.6340288924558587, 4: 0.09470304975922954, 5: 0.0032102728731942215}, 'edge_length_total': 180044.80200000003, 'edge_length_avg': 116.00824871134023, 'street_length_total': 90084.39, 'street_length_avg': 115.93872586872587, 'street_segments_count': 777, 'node_density_km': 69.0993496814448, 'intersection_density_km': 50.57673106699652, 'edge_density_km': 19969.4682692207, 'street_density_km': 9991.609575360593, 'circuity_avg': 1.1110725952302116, 'self_loop_proportion': 0.006443298969072165, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1110725952302116\n", - "6369\n", - "8998667.283629946\n", - "{'n': 209, 'm': 632, 'k_avg': 6.047846889952153, 'intersection_count': 183, 'streets_per_node_avg': 3.229665071770335, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 83, 4: 100}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12440191387559808, 2: 0.0, 3: 0.39712918660287083, 4: 0.4784688995215311}, 'edge_length_total': 115984.14800000003, 'edge_length_avg': 183.5192215189874, 'street_length_total': 57992.073999999986, 'street_length_avg': 183.5192215189873, 'street_segments_count': 316, 'node_density_km': 23.225661468804976, 'intersection_density_km': 20.3363447310589, 'edge_density_km': 12889.036158831455, 'street_density_km': 6444.518079415725, 'circuity_avg': 1.0271294481473314, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0271294481473314\n", - "6370\n", - "9015373.577094648\n", - "{'n': 443, 'm': 1134, 'k_avg': 5.119638826185102, 'intersection_count': 341, 'streets_per_node_avg': 2.674943566591422, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 282, 4: 58, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23024830699774265, 2: 0.0, 3: 0.636568848758465, 4: 0.1309255079006772, 5: 0.002257336343115124}, 'edge_length_total': 160724.05000000022, 'edge_length_avg': 141.7319664903, 'street_length_total': 80362.02500000004, 'street_length_avg': 141.7319664902999, 'street_segments_count': 567, 'node_density_km': 49.13828542008839, 'intersection_density_km': 37.824278393341174, 'edge_density_km': 17827.77481438503, 'street_density_km': 8913.887407192506, 'circuity_avg': 1.0659780678921482, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0659780678921482\n", - "6371\n", - "42967952.640175946\n", - "error with entry 6371\n", - "6372\n", - "5008544.853506647\n", - "{'n': 139, 'm': 382, 'k_avg': 5.496402877697841, 'intersection_count': 127, 'streets_per_node_avg': 2.9784172661870505, 'streets_per_node_counts': {0: 0, 1: 12, 2: 2, 3: 102, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08633093525179857, 2: 0.014388489208633094, 3: 0.7338129496402878, 4: 0.16546762589928057}, 'edge_length_total': 60418.57900000002, 'edge_length_avg': 158.1638193717278, 'street_length_total': 31367.610000000004, 'street_length_avg': 156.83805, 'street_segments_count': 200, 'node_density_km': 27.752571668132617, 'intersection_density_km': 25.35666620038016, 'edge_density_km': 12063.10031499448, 'street_density_km': 6262.8190257772185, 'circuity_avg': 1.0452333308373973, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0452333308373973\n", - "6373\n", - "5994887.153259379\n", - "{'n': 109, 'm': 300, 'k_avg': 5.504587155963303, 'intersection_count': 91, 'streets_per_node_avg': 2.853211009174312, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 71, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1651376146788991, 2: 0.0, 3: 0.6513761467889908, 4: 0.1834862385321101}, 'edge_length_total': 58290.08399999997, 'edge_length_avg': 194.3002799999999, 'street_length_total': 29145.04200000001, 'street_length_avg': 194.30028000000004, 'street_segments_count': 150, 'node_density_km': 18.182160433284796, 'intersection_density_km': 15.179601829623087, 'edge_density_km': 9723.299623464647, 'street_density_km': 4861.649811732327, 'circuity_avg': 1.0307555628944776, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0307555628944776\n", - "6374\n", - "22037741.437963914\n", - "{'n': 1548, 'm': 4318, 'k_avg': 5.578811369509044, 'intersection_count': 1312, 'streets_per_node_avg': 2.886950904392765, 'streets_per_node_counts': {0: 0, 1: 236, 2: 0, 3: 1021, 4: 285, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1524547803617571, 2: 0.0, 3: 0.6595607235142119, 4: 0.18410852713178294, 5: 0.003875968992248062}, 'edge_length_total': 481738.86100000155, 'edge_length_avg': 111.56527582214024, 'street_length_total': 245859.39499999987, 'street_length_avg': 112.572983058608, 'street_segments_count': 2184, 'node_density_km': 70.24313287083476, 'intersection_density_km': 59.53423147708992, 'edge_density_km': 21859.72016942358, 'street_density_km': 11156.288210935423, 'circuity_avg': 1.0683390540764348, 'self_loop_proportion': 0.0041685965724872626, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0683390540764348\n", - "6375\n", - "10990941.047607454\n", - "{'n': 283, 'm': 804, 'k_avg': 5.681978798586573, 'intersection_count': 237, 'streets_per_node_avg': 2.92226148409894, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 169, 4: 66, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1625441696113074, 2: 0.0, 3: 0.5971731448763251, 4: 0.2332155477031802, 5: 0.007067137809187279}, 'edge_length_total': 144716.97999999986, 'edge_length_avg': 179.99624378109436, 'street_length_total': 72358.48999999999, 'street_length_avg': 179.9962437810945, 'street_segments_count': 402, 'node_density_km': 25.74847765757095, 'intersection_density_km': 21.56321273796578, 'edge_density_km': 13166.932601417453, 'street_density_km': 6583.466300708731, 'circuity_avg': 1.0508324114186582, 'self_loop_proportion': 0.009950248756218905, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0508324114186582\n", - "6376\n", - "34071800.452872194\n", - "{'n': 2921, 'm': 7892, 'k_avg': 5.40362889421431, 'intersection_count': 2330, 'streets_per_node_avg': 2.769257103731599, 'streets_per_node_counts': {0: 0, 1: 591, 2: 2, 3: 1832, 4: 483, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20232796987333104, 2: 0.0006846970215679561, 3: 0.6271824717562479, 4: 0.16535433070866143, 5: 0.004108182129407737, 6: 0.00034234851078397807}, 'edge_length_total': 651917.2440000011, 'edge_length_avg': 82.60482057780044, 'street_length_total': 328845.38000000047, 'street_length_avg': 82.06772647866246, 'street_segments_count': 4007, 'node_density_km': 85.73072045430357, 'intersection_density_km': 68.38499782900627, 'edge_density_km': 19133.63060756731, 'street_density_km': 9651.541028917929, 'circuity_avg': 1.0850942143812743, 'self_loop_proportion': 0.002534211860111505, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0850942143812743\n", - "6377\n", - "21994270.8334804\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 888, 'm': 2379, 'k_avg': 5.358108108108108, 'intersection_count': 739, 'streets_per_node_avg': 2.7623873873873874, 'streets_per_node_counts': {0: 0, 1: 149, 2: 3, 3: 649, 4: 84, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1677927927927928, 2: 0.0033783783783783786, 3: 0.7308558558558559, 4: 0.0945945945945946, 5: 0.0033783783783783786}, 'edge_length_total': 323413.92899999977, 'edge_length_avg': 135.94532534678427, 'street_length_total': 162819.5479999999, 'street_length_avg': 134.8960629660314, 'street_segments_count': 1207, 'node_density_km': 40.37415046505008, 'intersection_density_km': 33.59965900188289, 'edge_density_km': 14704.462423354744, 'street_density_km': 7402.816362166035, 'circuity_avg': 1.059645733504669, 'self_loop_proportion': 0.006725514922236234, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059645733504669\n", - "6378\n", - "22047369.152318787\n", - "{'n': 3296, 'm': 9425, 'k_avg': 5.719053398058253, 'intersection_count': 2790, 'streets_per_node_avg': 2.9208131067961167, 'streets_per_node_counts': {0: 0, 1: 506, 2: 2, 3: 2061, 4: 702, 5: 24, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15351941747572814, 2: 0.0006067961165048543, 3: 0.6253033980582524, 4: 0.21298543689320387, 5: 0.007281553398058253, 6: 0.00030339805825242716}, 'edge_length_total': 665327.9709999989, 'edge_length_avg': 70.5918271618036, 'street_length_total': 334728.06400000036, 'street_length_avg': 70.10011811518332, 'street_segments_count': 4775, 'node_density_km': 149.49629487440907, 'intersection_density_km': 126.54571077051011, 'edge_density_km': 30177.2046543714, 'street_density_km': 15182.222499540088, 'circuity_avg': 1.0477927094654993, 'self_loop_proportion': 0.0008488063660477454, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0477927094654993\n", - "6379\n", - "14987633.263090014\n", - "{'n': 470, 'm': 1298, 'k_avg': 5.523404255319149, 'intersection_count': 380, 'streets_per_node_avg': 2.821276595744681, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 284, 4: 96}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19148936170212766, 2: 0.0, 3: 0.6042553191489362, 4: 0.20425531914893616}, 'edge_length_total': 202185.27700000026, 'edge_length_avg': 155.7667773497691, 'street_length_total': 101604.03799999991, 'street_length_avg': 154.88420426829256, 'street_segments_count': 656, 'node_density_km': 31.35918738800923, 'intersection_density_km': 25.354236611581932, 'edge_density_km': 13490.140401148003, 'street_density_km': 6779.191631958314, 'circuity_avg': 1.0453689360318545, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0453689360318545\n", - "6380\n", - "14023834.942298502\n", - "{'n': 692, 'm': 1653, 'k_avg': 4.777456647398844, 'intersection_count': 535, 'streets_per_node_avg': 2.6459537572254335, 'streets_per_node_counts': {0: 0, 1: 157, 2: 3, 3: 461, 4: 70, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22687861271676302, 2: 0.004335260115606936, 3: 0.6661849710982659, 4: 0.10115606936416185, 5: 0.001445086705202312}, 'edge_length_total': 235415.31900000025, 'edge_length_avg': 142.41701088929236, 'street_length_total': 128597.35100000001, 'street_length_avg': 144.81683671171172, 'street_segments_count': 888, 'node_density_km': 49.344562514266265, 'intersection_density_km': 38.149336625913946, 'edge_density_km': 16786.800469958736, 'street_density_km': 9169.91333177535, 'circuity_avg': 1.0896635979596905, 'self_loop_proportion': 0.0012099213551119178, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0896635979596905\n", - "6381\n", - "9992240.481834788\n", - "{'n': 264, 'm': 724, 'k_avg': 5.484848484848484, 'intersection_count': 216, 'streets_per_node_avg': 2.821969696969697, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 168, 4: 47, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.6363636363636364, 4: 0.17803030303030304, 5: 0.003787878787878788}, 'edge_length_total': 128117.65500000009, 'edge_length_avg': 176.9580870165747, 'street_length_total': 64128.54299999993, 'street_length_avg': 176.6626528925618, 'street_segments_count': 363, 'node_density_km': 26.42050103577211, 'intersection_density_km': 21.616773574722632, 'edge_density_km': 12821.71453268256, 'street_density_km': 6417.834230128994, 'circuity_avg': 1.0326240592247184, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0326240592247184\n", - "6382\n", - "44069874.20437895\n", - "{'n': 6400, 'm': 16991, 'k_avg': 5.3096875, 'intersection_count': 5056, 'streets_per_node_avg': 2.78140625, 'streets_per_node_counts': {0: 0, 1: 1344, 2: 1, 3: 3786, 4: 1250, 5: 17, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21, 2: 0.00015625, 3: 0.5915625, 4: 0.1953125, 5: 0.00265625, 6: 0.0003125}, 'edge_length_total': 1092340.8670000092, 'edge_length_avg': 64.28938067212107, 'street_length_total': 561385.5160000016, 'street_length_avg': 63.4979658409684, 'street_segments_count': 8841, 'node_density_km': 145.2239225898238, 'intersection_density_km': 114.72689884596079, 'edge_density_km': 24786.566486079737, 'street_density_km': 12738.53229978633, 'circuity_avg': 1.078557748502934, 'self_loop_proportion': 0.004119828144311694, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078557748502934\n", - "6383\n", - "10995041.619928835\n", - "{'n': 175, 'm': 511, 'k_avg': 5.84, 'intersection_count': 146, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 88, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1657142857142857, 2: 0.0, 3: 0.5028571428571429, 4: 0.3314285714285714}, 'edge_length_total': 107312.66900000005, 'edge_length_avg': 210.00522309197663, 'street_length_total': 53770.54100000001, 'street_length_avg': 210.04117578125005, 'street_segments_count': 256, 'node_density_km': 15.916265353903471, 'intersection_density_km': 13.278712809542325, 'edge_density_km': 9760.096660797783, 'street_density_km': 4890.435421593979, 'circuity_avg': 1.0188922099010145, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0188922099010145\n", - "6384\n", - "50086196.29316371\n", - "{'n': 3181, 'm': 8366, 'k_avg': 5.259981138006916, 'intersection_count': 2459, 'streets_per_node_avg': 2.690977679974851, 'streets_per_node_counts': {0: 0, 1: 722, 2: 0, 3: 2003, 4: 451, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2269726501100283, 2: 0.0, 3: 0.6296762024520591, 4: 0.14177931468091795, 5: 0.0015718327569946558}, 'edge_length_total': 793940.2440000051, 'edge_length_avg': 94.90081807315384, 'street_length_total': 404218.6210000002, 'street_length_avg': 94.99850082256174, 'street_segments_count': 4255, 'node_density_km': 63.51051258476532, 'intersection_density_km': 49.095363233554835, 'edge_density_km': 15851.478106920456, 'street_density_km': 8070.459546060043, 'circuity_avg': 1.0767776096395467, 'self_loop_proportion': 0.002868754482428879, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0767776096395467\n", - "6385\n", - "6002206.241174204\n", - "{'n': 271, 'm': 672, 'k_avg': 4.959409594095941, 'intersection_count': 198, 'streets_per_node_avg': 2.6125461254612548, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 157, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2693726937269373, 2: 0.0, 3: 0.5793357933579336, 4: 0.15129151291512916}, 'edge_length_total': 101650.15599999994, 'edge_length_avg': 151.265113095238, 'street_length_total': 50825.07800000001, 'street_length_avg': 151.26511309523812, 'street_segments_count': 336, 'node_density_km': 45.15006467804822, 'intersection_density_km': 32.98787013377692, 'edge_density_km': 16935.465379829107, 'street_density_km': 8467.732689914561, 'circuity_avg': 1.0268223039454594, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0268223039454594\n", - "6386\n", - "3713826925.2275543\n", - "error with entry 6386\n", - "6387\n", - "13006261.441472393\n", - "{'n': 330, 'm': 809, 'k_avg': 4.903030303030303, 'intersection_count': 254, 'streets_per_node_avg': 2.6515151515151514, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 217, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23030303030303031, 2: 0.0, 3: 0.6575757575757576, 4: 0.11212121212121212}, 'edge_length_total': 145803.8049999998, 'edge_length_avg': 180.22720024721852, 'street_length_total': 73291.93100000007, 'street_length_avg': 177.89303640776717, 'street_segments_count': 412, 'node_density_km': 25.372394787309602, 'intersection_density_km': 19.52905538174739, 'edge_density_km': 11210.277884702728, 'street_density_km': 5635.126691079566, 'circuity_avg': 1.0397494182658225, 'self_loop_proportion': 0.002472187886279357, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397494182658225\n", - "6388\n", - "12998883.516029783\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 126, 'm': 361, 'k_avg': 5.73015873015873, 'intersection_count': 113, 'streets_per_node_avg': 3.1746031746031744, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 65, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10317460317460317, 2: 0.0, 3: 0.5158730158730159, 4: 0.38095238095238093}, 'edge_length_total': 67417.45699999997, 'edge_length_avg': 186.75195844875336, 'street_length_total': 34063.95300000001, 'street_length_avg': 182.16017647058828, 'street_segments_count': 187, 'node_density_km': 9.693140171971006, 'intersection_density_km': 8.693054281212094, 'edge_density_km': 5186.403656657362, 'street_density_km': 2620.529136828828, 'circuity_avg': 1.0632067262459697, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0632067262459697\n", - "6389\n", - "68141830.61587274\n", - "{'n': 7701, 'm': 21625, 'k_avg': 5.616153746266718, 'intersection_count': 6504, 'streets_per_node_avg': 2.918841708868978, 'streets_per_node_counts': {0: 0, 1: 1197, 2: 7, 3: 4840, 4: 1566, 5: 63, 6: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15543435917413323, 2: 0.0009089728606674458, 3: 0.628489806518634, 4: 0.20335021425788857, 5: 0.008180755746007013, 6: 0.0036358914426697832}, 'edge_length_total': 1619105.4910000083, 'edge_length_avg': 74.87193021965356, 'street_length_total': 835276.5279999969, 'street_length_avg': 74.6649260749081, 'street_segments_count': 11187, 'node_density_km': 113.01428110160214, 'intersection_density_km': 95.44797874104925, 'edge_density_km': 23760.815880148355, 'street_density_km': 12257.911483308908, 'circuity_avg': 1.0851642373915154, 'self_loop_proportion': 0.0044855491329479765, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0851642373915154\n", - "6390\n", - "23990016.169362955\n", - "{'n': 600, 'm': 1650, 'k_avg': 5.5, 'intersection_count': 491, 'streets_per_node_avg': 2.82, 'streets_per_node_counts': {0: 0, 1: 109, 2: 1, 3: 379, 4: 111}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18166666666666667, 2: 0.0016666666666666668, 3: 0.6316666666666667, 4: 0.185}, 'edge_length_total': 310834.52699999965, 'edge_length_avg': 188.3845618181816, 'street_length_total': 155888.75900000025, 'street_length_avg': 186.46980741626825, 'street_segments_count': 836, 'node_density_km': 25.010404151633914, 'intersection_density_km': 20.46684739742042, 'edge_density_km': 12956.828574253259, 'street_density_km': 6498.068108811109, 'circuity_avg': 1.0519864680304163, 'self_loop_proportion': 0.007272727272727273, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0519864680304163\n", - "6391\n", - "26038828.369460218\n", - "{'n': 1471, 'm': 3893, 'k_avg': 5.29299796057104, 'intersection_count': 1170, 'streets_per_node_avg': 2.7831407205982326, 'streets_per_node_counts': {0: 0, 1: 301, 2: 1, 3: 891, 4: 274, 5: 2, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20462270564242013, 2: 0.0006798096532970768, 3: 0.6057104010876955, 4: 0.18626784500339905, 5: 0.0013596193065941536, 6: 0.0013596193065941536}, 'edge_length_total': 438449.75700000086, 'edge_length_avg': 112.62516234266654, 'street_length_total': 228739.7970000002, 'street_length_avg': 113.40594794248894, 'street_segments_count': 2017, 'node_density_km': 56.492557158419245, 'intersection_density_km': 44.93289726400443, 'edge_density_km': 16838.30588607585, 'street_density_km': 8784.565639991655, 'circuity_avg': 1.0680479832771335, 'self_loop_proportion': 0.0046236835345491905, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0680479832771335\n", - "6392\n", - "39059209.28116103\n", - "{'n': 842, 'm': 2041, 'k_avg': 4.8479809976247035, 'intersection_count': 615, 'streets_per_node_avg': 2.5771971496437054, 'streets_per_node_counts': {0: 0, 1: 227, 2: 1, 3: 518, 4: 93, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2695961995249406, 2: 0.0011876484560570072, 3: 0.6152019002375297, 4: 0.11045130641330166, 5: 0.0035629453681710215}, 'edge_length_total': 334123.98400000035, 'edge_length_avg': 163.70601861832452, 'street_length_total': 172230.1089999998, 'street_length_avg': 161.41528491096514, 'street_segments_count': 1067, 'node_density_km': 21.557016014815023, 'intersection_density_km': 15.745326424122613, 'edge_density_km': 8554.294624728986, 'street_density_km': 4409.462254093032, 'circuity_avg': 1.0982586246196848, 'self_loop_proportion': 0.0039196472317491425, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0982586246196848\n", - "6393\n", - "23998898.293730013\n", - "{'n': 1034, 'm': 3140, 'k_avg': 6.0735009671179885, 'intersection_count': 903, 'streets_per_node_avg': 3.1528046421663443, 'streets_per_node_counts': {0: 0, 1: 131, 2: 1, 3: 484, 4: 415, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12669245647969052, 2: 0.0009671179883945841, 3: 0.46808510638297873, 4: 0.40135396518375244, 5: 0.0029013539651837525}, 'edge_length_total': 382447.3190000007, 'edge_length_avg': 121.79850923566902, 'street_length_total': 194584.3339999997, 'street_length_avg': 121.23634517133938, 'street_segments_count': 1605, 'node_density_km': 43.0853111398928, 'intersection_density_km': 37.62672723338801, 'edge_density_km': 15936.036492971825, 'street_density_km': 8108.052778857649, 'circuity_avg': 1.0371701633326862, 'self_loop_proportion': 0.0012738853503184713, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0371701633326862\n", - "6394\n", - "8012657.261915202\n", - "{'n': 331, 'm': 838, 'k_avg': 5.063444108761329, 'intersection_count': 259, 'streets_per_node_avg': 2.6586102719033233, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 229, 4: 29, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2175226586102719, 2: 0.0, 3: 0.6918429003021148, 4: 0.08761329305135952, 5: 0.0030211480362537764}, 'edge_length_total': 94334.50699999998, 'edge_length_avg': 112.57101073985679, 'street_length_total': 47336.486000000055, 'street_length_avg': 112.43820902612839, 'street_segments_count': 421, 'node_density_km': 41.30964163078201, 'intersection_density_km': 32.32385855701674, 'edge_density_km': 11773.186337119325, 'street_density_km': 5907.713814865656, 'circuity_avg': 1.0802212687535306, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0802212687535306\n", - "6395\n", - "5999230.507468328\n", - "{'n': 253, 'm': 708, 'k_avg': 5.596837944664031, 'intersection_count': 211, 'streets_per_node_avg': 2.924901185770751, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 147, 4: 63, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16600790513833993, 2: 0.0, 3: 0.5810276679841897, 4: 0.2490118577075099, 5: 0.003952569169960474}, 'edge_length_total': 97050.06599999992, 'edge_length_avg': 137.07636440677953, 'street_length_total': 48896.507000000005, 'street_length_avg': 136.96500560224092, 'street_segments_count': 357, 'node_density_km': 42.172075182816386, 'intersection_density_km': 35.17117732638046, 'edge_density_km': 16177.085691103908, 'street_density_km': 8150.46312008343, 'circuity_avg': 1.0659245412717757, 'self_loop_proportion': 0.011299435028248588, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0659245412717757\n", - "6396\n", - "67991092.49141954\n", - "{'n': 5369, 'm': 15420, 'k_avg': 5.744086422052524, 'intersection_count': 4611, 'streets_per_node_avg': 2.9728068541627866, 'streets_per_node_counts': {0: 0, 1: 758, 2: 5, 3: 3259, 4: 1325, 5: 16, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14118085304525982, 2: 0.0009312721177127957, 3: 0.6070031663252002, 4: 0.24678711119389085, 5: 0.002980070776680946, 6: 0.0011175265412553548}, 'edge_length_total': 1587212.7649999901, 'edge_length_avg': 102.93208592736642, 'street_length_total': 813400.8360000046, 'street_length_avg': 102.94909960764518, 'street_segments_count': 7901, 'node_density_km': 78.96622635792427, 'intersection_density_km': 67.81770715894744, 'edge_density_km': 23344.42214177241, 'street_density_km': 11963.344111622499, 'circuity_avg': 1.0520753272696957, 'self_loop_proportion': 0.0020752269779507134, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0520753272696957\n", - "6397\n", - "22046213.84488484\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1734, 'm': 4697, 'k_avg': 5.417531718569781, 'intersection_count': 1373, 'streets_per_node_avg': 2.753748558246828, 'streets_per_node_counts': {0: 0, 1: 361, 2: 2, 3: 1079, 4: 287, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20818915801614762, 2: 0.0011534025374855825, 3: 0.6222606689734718, 4: 0.16551326412918108, 5: 0.0028835063437139563}, 'edge_length_total': 474644.7099999993, 'edge_length_avg': 101.05273791781974, 'street_length_total': 238264.35500000004, 'street_length_avg': 101.08797411964363, 'street_segments_count': 2357, 'node_density_km': 78.65296110253972, 'intersection_density_km': 62.278267355125166, 'edge_density_km': 21529.533975291924, 'street_density_km': 10807.495412881615, 'circuity_avg': 1.0832369555654258, 'self_loop_proportion': 0.004258037044922291, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0832369555654258\n", - "6398\n", - "172095514.14929348\n", - "error with entry 6398\n", - "6399\n", - "7010413.190665924\n", - "{'n': 405, 'm': 1072, 'k_avg': 5.293827160493827, 'intersection_count': 314, 'streets_per_node_avg': 2.7185185185185183, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 246, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22469135802469137, 2: 0.0, 3: 0.6074074074074074, 4: 0.16790123456790124}, 'edge_length_total': 104554.92199999996, 'edge_length_avg': 97.53257649253727, 'street_length_total': 52277.46100000004, 'street_length_avg': 97.53257649253739, 'street_segments_count': 536, 'node_density_km': 57.771202493348156, 'intersection_density_km': 44.79051255039832, 'edge_density_km': 14914.231038365975, 'street_density_km': 7457.115519182996, 'circuity_avg': 1.0673477977936197, 'self_loop_proportion': 0.0037313432835820895, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673477977936197\n", - "6400\n", - "25000899.68170748\n", - "{'n': 845, 'm': 2233, 'k_avg': 5.285207100591716, 'intersection_count': 687, 'streets_per_node_avg': 2.7597633136094673, 'streets_per_node_counts': {0: 0, 1: 158, 2: 1, 3: 575, 4: 109, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18698224852071005, 2: 0.001183431952662722, 3: 0.6804733727810651, 4: 0.1289940828402367, 5: 0.001183431952662722, 6: 0.001183431952662722}, 'edge_length_total': 335708.1429999998, 'edge_length_avg': 150.33951768920727, 'street_length_total': 169690.70600000006, 'street_length_avg': 147.81420383275267, 'street_segments_count': 1148, 'node_density_km': 33.79878367410373, 'intersection_density_km': 27.479011105454752, 'edge_density_km': 13427.842488629674, 'street_density_km': 6787.383980591643, 'circuity_avg': 1.0691473383378791, 'self_loop_proportion': 0.0044782803403493054, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0691473383378791\n", - "6401\n", - "17027064.40269783\n", - "{'n': 1396, 'm': 3368, 'k_avg': 4.825214899713467, 'intersection_count': 962, 'streets_per_node_avg': 2.4484240687679084, 'streets_per_node_counts': {0: 0, 1: 434, 2: 0, 3: 867, 4: 92, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3108882521489971, 2: 0.0, 3: 0.6210601719197708, 4: 0.0659025787965616, 5: 0.002148997134670487}, 'edge_length_total': 272188.4010000001, 'edge_length_avg': 80.81603355106893, 'street_length_total': 136178.2499999998, 'street_length_avg': 80.77001779359419, 'street_segments_count': 1686, 'node_density_km': 81.98712161908617, 'intersection_density_km': 56.49828868020122, 'edge_density_km': 15985.632905509747, 'street_density_km': 7997.752682395634, 'circuity_avg': 1.0757322732400003, 'self_loop_proportion': 0.0011876484560570072, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0757322732400003\n", - "6402\n", - "20990617.44659841\n", - "{'n': 863, 'm': 2481, 'k_avg': 5.749710312862109, 'intersection_count': 731, 'streets_per_node_avg': 2.936268829663963, 'streets_per_node_counts': {0: 0, 1: 132, 2: 0, 3: 523, 4: 207, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15295480880648898, 2: 0.0, 3: 0.6060254924681344, 4: 0.2398609501738123, 5: 0.0011587485515643105}, 'edge_length_total': 317803.28999999963, 'edge_length_avg': 128.09483675937108, 'street_length_total': 159289.10699999996, 'street_length_avg': 127.43128559999997, 'street_segments_count': 1250, 'node_density_km': 41.1136071721345, 'intersection_density_km': 34.825083247775574, 'edge_density_km': 15140.254487916483, 'street_density_km': 7588.586062570218, 'circuity_avg': 1.0571783582240994, 'self_loop_proportion': 0.0008061265618702137, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571783582240994\n", - "6403\n", - "80120616.9917984\n", - "{'n': 10334, 'm': 29032, 'k_avg': 5.618734275208051, 'intersection_count': 8613, 'streets_per_node_avg': 2.8777820785755757, 'streets_per_node_counts': {0: 0, 1: 1721, 2: 5, 3: 6483, 4: 2069, 5: 53, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16653764273272692, 2: 0.00048383975227404683, 3: 0.6273466227985292, 4: 0.20021288949100058, 5: 0.005128701374104897, 6: 0.0002903038513644281}, 'edge_length_total': 2039393.5680000032, 'edge_length_avg': 70.24640286580336, 'street_length_total': 1035578.4590000003, 'street_length_avg': 70.17540550247342, 'street_segments_count': 14757, 'node_density_km': 128.98053444917738, 'intersection_density_km': 107.5004202836041, 'edge_density_km': 25454.042224971472, 'street_density_km': 12925.243188104854, 'circuity_avg': 1.0733612880145775, 'self_loop_proportion': 0.00268669054836043, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0733612880145775\n", - "6404\n", - "13020121.136560906\n", - "{'n': 650, 'm': 1791, 'k_avg': 5.510769230769231, 'intersection_count': 538, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 445, 4: 92, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1723076923076923, 2: 0.0, 3: 0.6846153846153846, 4: 0.14153846153846153, 5: 0.0015384615384615385}, 'edge_length_total': 184537.45999999988, 'edge_length_avg': 103.03599106644326, 'street_length_total': 92435.58500000002, 'street_length_avg': 102.93494988864146, 'street_segments_count': 898, 'node_density_km': 49.922730609224494, 'intersection_density_km': 41.32066010425043, 'edge_density_km': 14173.252158293131, 'street_density_km': 7099.4412440939595, 'circuity_avg': 1.0825651179061206, 'self_loop_proportion': 0.010050251256281407, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0825651179061206\n", - "6405\n", - "12000342.063691018\n", - "{'n': 299, 'm': 727, 'k_avg': 4.862876254180602, 'intersection_count': 211, 'streets_per_node_avg': 2.528428093645485, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 176, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29431438127090304, 2: 0.0, 3: 0.5886287625418061, 4: 0.11705685618729098}, 'edge_length_total': 129249.32899999991, 'edge_length_avg': 177.78449656121032, 'street_length_total': 65282.695999999996, 'street_length_avg': 175.4911182795699, 'street_segments_count': 372, 'node_density_km': 24.915956429664867, 'intersection_density_km': 17.582832129295273, 'edge_density_km': 10770.470401095043, 'street_density_km': 5440.069595809555, 'circuity_avg': 1.0481952945751605, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0481952945751605\n", - "6406\n", - "6010233.960657486\n", - "{'n': 205, 'm': 572, 'k_avg': 5.580487804878048, 'intersection_count': 180, 'streets_per_node_avg': 2.9170731707317072, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 147, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12195121951219512, 2: 0.0, 3: 0.7170731707317073, 4: 0.16097560975609757}, 'edge_length_total': 78799.48399999998, 'edge_length_avg': 137.76133566433563, 'street_length_total': 39399.741999999984, 'street_length_avg': 137.7613356643356, 'street_segments_count': 286, 'node_density_km': 34.10848917727891, 'intersection_density_km': 29.94891732639124, 'edge_density_km': 13110.884620434937, 'street_density_km': 6555.442310217467, 'circuity_avg': 1.0444218317371554, 'self_loop_proportion': 0.0034965034965034965, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0444218317371554\n", - "6407\n", - "10021559.235954069\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 490, 'm': 1141, 'k_avg': 4.6571428571428575, 'intersection_count': 343, 'streets_per_node_avg': 2.4714285714285715, 'streets_per_node_counts': {0: 0, 1: 147, 2: 0, 3: 308, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3, 2: 0.0, 3: 0.6285714285714286, 4: 0.07142857142857142}, 'edge_length_total': 121280.08200000017, 'edge_length_avg': 106.29279754601242, 'street_length_total': 61221.66199999996, 'street_length_avg': 104.83161301369856, 'street_segments_count': 584, 'node_density_km': 48.89458700618569, 'intersection_density_km': 34.22621090432998, 'edge_density_km': 12101.91739074764, 'street_density_km': 6108.9956720863065, 'circuity_avg': 1.0869242395430734, 'self_loop_proportion': 0.0035056967572304996, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0869242395430734\n", - "6408\n", - "5994180.288839066\n", - "{'n': 172, 'm': 462, 'k_avg': 5.372093023255814, 'intersection_count': 139, 'streets_per_node_avg': 2.8313953488372094, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 102, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19186046511627908, 2: 0.0, 3: 0.5930232558139535, 4: 0.21511627906976744}, 'edge_length_total': 69104.66400000005, 'edge_length_avg': 149.57719480519492, 'street_length_total': 34552.33200000001, 'street_length_avg': 149.57719480519484, 'street_segments_count': 231, 'node_density_km': 28.694498949298772, 'intersection_density_km': 23.189159034607727, 'edge_density_km': 11528.626212439802, 'street_density_km': 5764.313106219899, 'circuity_avg': 1.041309484150219, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041309484150219\n", - "6409\n", - "6009700.935522614\n", - "{'n': 122, 'm': 312, 'k_avg': 5.114754098360656, 'intersection_count': 101, 'streets_per_node_avg': 2.721311475409836, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 93, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1721311475409836, 2: 0.0, 3: 0.7622950819672131, 4: 0.06557377049180328}, 'edge_length_total': 61037.058999999994, 'edge_length_avg': 195.63159935897434, 'street_length_total': 30642.363999999987, 'street_length_avg': 193.93901265822777, 'street_segments_count': 158, 'node_density_km': 20.300511008604904, 'intersection_density_km': 16.80616075302537, 'edge_density_km': 10156.42203411776, 'street_density_km': 5098.816784521953, 'circuity_avg': 1.0465209549850714, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0465209549850714\n", - "6410\n", - "10004002.932446048\n", - "{'n': 337, 'm': 828, 'k_avg': 4.913946587537092, 'intersection_count': 254, 'streets_per_node_avg': 2.605341246290801, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 221, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24629080118694363, 2: 0.0, 3: 0.655786350148368, 4: 0.09792284866468842}, 'edge_length_total': 110843.06800000009, 'edge_length_avg': 133.86843961352668, 'street_length_total': 55421.53400000001, 'street_length_avg': 133.8684396135266, 'street_segments_count': 414, 'node_density_km': 33.68651551540491, 'intersection_density_km': 25.38983661991943, 'edge_density_km': 11079.871602246541, 'street_density_km': 5539.935801123267, 'circuity_avg': 1.0525650666307254, 'self_loop_proportion': 0.0024154589371980675, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0525650666307254\n", - "6411\n", - "59100429.59762602\n", - "{'n': 2067, 'm': 5092, 'k_avg': 4.926947266569908, 'intersection_count': 1506, 'streets_per_node_avg': 2.548621190130624, 'streets_per_node_counts': {0: 0, 1: 561, 2: 2, 3: 1314, 4: 189, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2714078374455733, 2: 0.0009675858732462506, 3: 0.6357039187227866, 4: 0.09143686502177069, 5: 0.0004837929366231253}, 'edge_length_total': 582552.7400000012, 'edge_length_avg': 114.40548703849198, 'street_length_total': 301866.7609999993, 'street_length_avg': 115.17236207554342, 'street_segments_count': 2621, 'node_density_km': 34.97436506084261, 'intersection_density_km': 25.482048273647298, 'edge_density_km': 9856.996708250686, 'street_density_km': 5107.691484735415, 'circuity_avg': 1.093833743958266, 'self_loop_proportion': 0.006284367635506678, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.093833743958266\n", - "6412\n", - "6993631.718420672\n", - "{'n': 72, 'm': 180, 'k_avg': 5.0, 'intersection_count': 54, 'streets_per_node_avg': 2.5972222222222223, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 47, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6527777777777778, 4: 0.09722222222222222}, 'edge_length_total': 48707.574000000015, 'edge_length_avg': 270.5976333333334, 'street_length_total': 24353.787, 'street_length_avg': 270.59763333333336, 'street_segments_count': 90, 'node_density_km': 10.29508028144486, 'intersection_density_km': 7.721310211083646, 'edge_density_km': 6964.560897839119, 'street_density_km': 3482.2804489195582, 'circuity_avg': 1.0221873970716504, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0221873970716504\n", - "6413\n", - "24038029.384431295\n", - "{'n': 858, 'm': 2149, 'k_avg': 5.0093240093240095, 'intersection_count': 653, 'streets_per_node_avg': 2.6235431235431235, 'streets_per_node_counts': {0: 0, 1: 205, 2: 1, 3: 566, 4: 84, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23892773892773891, 2: 0.0011655011655011655, 3: 0.6596736596736597, 4: 0.0979020979020979, 5: 0.002331002331002331}, 'edge_length_total': 288416.5430000001, 'edge_length_avg': 134.20965239646353, 'street_length_total': 147063.40100000004, 'street_length_avg': 133.5725712988193, 'street_segments_count': 1101, 'node_density_km': 35.69344168269054, 'intersection_density_km': 27.16528836689618, 'edge_density_km': 11998.343890319013, 'street_density_km': 6117.947467659249, 'circuity_avg': 1.0890931971704616, 'self_loop_proportion': 0.0013959981386691485, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0890931971704616\n", - "6414\n", - "26980784.998072747\n", - "{'n': 1230, 'm': 3296, 'k_avg': 5.359349593495935, 'intersection_count': 967, 'streets_per_node_avg': 2.7780487804878047, 'streets_per_node_counts': {0: 0, 1: 263, 2: 2, 3: 719, 4: 239, 5: 5, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2138211382113821, 2: 0.0016260162601626016, 3: 0.5845528455284553, 4: 0.1943089430894309, 5: 0.0040650406504065045, 6: 0.0016260162601626016}, 'edge_length_total': 416565.12499999977, 'edge_length_avg': 126.38505006067955, 'street_length_total': 214989.2819999999, 'street_length_avg': 127.13736369012412, 'street_segments_count': 1691, 'node_density_km': 45.587999018110835, 'intersection_density_km': 35.84032117927901, 'edge_density_km': 15439.325617462771, 'street_density_km': 7968.236729040935, 'circuity_avg': 1.0416106346167806, 'self_loop_proportion': 0.0018203883495145632, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0416106346167806\n", - "6415\n", - "12025187.32642722\n", - "{'n': 1009, 'm': 2687, 'k_avg': 5.326065411298315, 'intersection_count': 783, 'streets_per_node_avg': 2.7046580773042614, 'streets_per_node_counts': {0: 0, 1: 226, 2: 0, 3: 632, 4: 149, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22398414271555997, 2: 0.0, 3: 0.626362735381566, 4: 0.14767096134786917, 5: 0.0009910802775024777, 6: 0.0009910802775024777}, 'edge_length_total': 236571.01900000015, 'edge_length_avg': 88.0428057312989, 'street_length_total': 118668.59199999999, 'street_length_avg': 87.96782209043735, 'street_segments_count': 1349, 'node_density_km': 83.9072167950819, 'intersection_density_km': 65.11333077358684, 'edge_density_km': 19672.959146349305, 'street_density_km': 9868.336249465927, 'circuity_avg': 1.0875494614759518, 'self_loop_proportion': 0.002232973576479345, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0875494614759518\n", - "6416\n", - "58025762.11278686\n", - "{'n': 2937, 'm': 7786, 'k_avg': 5.30200885257065, 'intersection_count': 2359, 'streets_per_node_avg': 2.753149472250596, 'streets_per_node_counts': {0: 0, 1: 578, 2: 4, 3: 1928, 4: 419, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1967994552264215, 2: 0.001361933946203609, 3: 0.6564521620701396, 4: 0.14266258086482805, 5: 0.002723867892407218}, 'edge_length_total': 944471.9500000034, 'edge_length_avg': 121.30387233496063, 'street_length_total': 482639.75900000095, 'street_length_avg': 120.87146481342373, 'street_segments_count': 3993, 'node_density_km': 50.6154489499206, 'intersection_density_km': 40.65435617053548, 'edge_density_km': 16276.76941431976, 'street_density_km': 8317.6806547043, 'circuity_avg': 1.0781430545855883, 'self_loop_proportion': 0.002697148728487028, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0781430545855883\n", - "6417\n", - "39068369.58729903\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 5641, 'm': 15429, 'k_avg': 5.470306683212196, 'intersection_count': 4556, 'streets_per_node_avg': 2.796844531111505, 'streets_per_node_counts': {0: 0, 1: 1085, 2: 1, 3: 3566, 4: 958, 5: 26, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1923417833717426, 2: 0.0001772735330615139, 3: 0.6321574188973587, 4: 0.16982804467293033, 5: 0.004609111859599362, 6: 0.0008863676653075696}, 'edge_length_total': 1077422.2660000022, 'edge_length_avg': 69.83098489856778, 'street_length_total': 541744.0870000015, 'street_length_avg': 69.59713347893133, 'street_segments_count': 7784, 'node_density_km': 144.38790406635928, 'intersection_density_km': 116.61607710092765, 'edge_density_km': 27577.866119866645, 'street_density_km': 13866.565017244036, 'circuity_avg': 1.0673816770623468, 'self_loop_proportion': 0.0016851383757858578, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673816770623468\n", - "6418\n", - "8999204.145902608\n", - "{'n': 151, 'm': 454, 'k_avg': 6.013245033112582, 'intersection_count': 140, 'streets_per_node_avg': 3.2119205298013247, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 86, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0728476821192053, 2: 0.0, 3: 0.5695364238410596, 4: 0.3576158940397351}, 'edge_length_total': 89733.76999999995, 'edge_length_avg': 197.651475770925, 'street_length_total': 44866.884999999995, 'street_length_avg': 197.6514757709251, 'street_segments_count': 227, 'node_density_km': 16.779261538227377, 'intersection_density_km': 15.556931227495584, 'edge_density_km': 9971.300633385039, 'street_density_km': 4985.650316692522, 'circuity_avg': 1.0275799713521219, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0275799713521219\n", - "6419\n", - "17038539.964259293\n", - "{'n': 1554, 'm': 4199, 'k_avg': 5.404118404118404, 'intersection_count': 1302, 'streets_per_node_avg': 2.8378378378378377, 'streets_per_node_counts': {0: 0, 1: 252, 2: 2, 3: 1053, 4: 240, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16216216216216217, 2: 0.001287001287001287, 3: 0.6776061776061776, 4: 0.15444015444015444, 5: 0.0045045045045045045}, 'edge_length_total': 377842.74600000115, 'edge_length_avg': 89.9839833293644, 'street_length_total': 192545.41200000042, 'street_length_avg': 90.10080112306991, 'street_segments_count': 2137, 'node_density_km': 91.20499780261285, 'intersection_density_km': 76.4149981589459, 'edge_density_km': 22175.770153579993, 'street_density_km': 11300.581646308381, 'circuity_avg': 1.0815093169094345, 'self_loop_proportion': 0.004763038818766373, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0815093169094345\n", - "6420\n", - "3996701.8201265363\n", - "{'n': 342, 'm': 903, 'k_avg': 5.280701754385965, 'intersection_count': 293, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 252, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14327485380116958, 2: 0.0, 3: 0.7368421052631579, 4: 0.11988304093567251}, 'edge_length_total': 78858.64400000001, 'edge_length_avg': 87.32961683277964, 'street_length_total': 39821.625000000015, 'street_length_avg': 85.45413090128758, 'street_segments_count': 466, 'node_density_km': 85.57055677202665, 'intersection_density_km': 73.31044776082985, 'edge_density_km': 19730.930039084913, 'street_density_km': 9963.621704142855, 'circuity_avg': 1.0290874014857383, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0290874014857383\n", - "6421\n", - "7011974.068219331\n", - "{'n': 762, 'm': 1876, 'k_avg': 4.923884514435696, 'intersection_count': 540, 'streets_per_node_avg': 2.509186351706037, 'streets_per_node_counts': {0: 0, 1: 222, 2: 0, 3: 470, 4: 70}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29133858267716534, 2: 0.0, 3: 0.6167979002624672, 4: 0.09186351706036745}, 'edge_length_total': 144749.848, 'edge_length_avg': 77.15876759061834, 'street_length_total': 72374.92399999997, 'street_length_avg': 77.15876759061831, 'street_segments_count': 938, 'node_density_km': 108.67125185953626, 'intersection_density_km': 77.0111233650257, 'edge_density_km': 20643.237780364292, 'street_density_km': 10321.618890182142, 'circuity_avg': 1.066775856607325, 'self_loop_proportion': 0.0021321961620469083, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066775856607325\n", - "6422\n", - "19006270.55132599\n", - "{'n': 621, 'm': 1728, 'k_avg': 5.565217391304348, 'intersection_count': 529, 'streets_per_node_avg': 2.888888888888889, 'streets_per_node_counts': {0: 0, 1: 92, 2: 0, 3: 417, 4: 111, 5: 0, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14814814814814814, 2: 0.0, 3: 0.6714975845410628, 4: 0.178743961352657, 5: 0.0, 6: 0.0, 7: 0.001610305958132045}, 'edge_length_total': 268760.3370000001, 'edge_length_avg': 155.5326024305556, 'street_length_total': 134937.77500000005, 'street_length_avg': 155.45826612903232, 'street_segments_count': 868, 'node_density_km': 32.673427347201226, 'intersection_density_km': 27.832919592060303, 'edge_density_km': 14140.614081769438, 'street_density_km': 7099.645069010447, 'circuity_avg': 1.0564562512360416, 'self_loop_proportion': 0.0023148148148148147, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0564562512360416\n", - "6423\n", - "28044003.461753577\n", - "{'n': 1652, 'm': 4476, 'k_avg': 5.418886198547216, 'intersection_count': 1385, 'streets_per_node_avg': 2.8026634382566584, 'streets_per_node_counts': {0: 0, 1: 267, 2: 0, 3: 1184, 4: 194, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16162227602905568, 2: 0.0, 3: 0.7167070217917676, 4: 0.11743341404358354, 5: 0.00423728813559322}, 'edge_length_total': 534075.7730000011, 'edge_length_avg': 119.31987779267227, 'street_length_total': 267129.8219999992, 'street_length_avg': 119.30764716391212, 'street_segments_count': 2239, 'node_density_km': 58.90742390803789, 'intersection_density_km': 49.3866719810124, 'edge_density_km': 19044.205786394723, 'street_density_km': 9525.381151956817, 'circuity_avg': 1.0577182800924532, 'self_loop_proportion': 0.0013404825737265416, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0577182800924532\n", - "6424\n", - "4995671.022501528\n", - "{'n': 115, 'm': 276, 'k_avg': 4.8, 'intersection_count': 89, 'streets_per_node_avg': 2.617391304347826, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 81, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22608695652173913, 2: 0.0, 3: 0.7043478260869566, 4: 0.06956521739130435}, 'edge_length_total': 53672.137, 'edge_length_avg': 194.46426449275364, 'street_length_total': 26972.228, 'street_length_avg': 192.6587714285714, 'street_segments_count': 140, 'node_density_km': 23.019930552275436, 'intersection_density_km': 17.815424514369685, 'edge_density_km': 10743.729272454026, 'street_density_km': 5399.120133914252, 'circuity_avg': 1.159337445363489, 'self_loop_proportion': 0.007246376811594203, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.159337445363489\n", - "6425\n", - "31058469.99733235\n", - "{'n': 1596, 'm': 4687, 'k_avg': 5.8734335839598995, 'intersection_count': 1374, 'streets_per_node_avg': 2.980576441102757, 'streets_per_node_counts': {0: 0, 1: 222, 2: 0, 3: 976, 4: 384, 5: 13, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13909774436090225, 2: 0.0, 3: 0.6115288220551378, 4: 0.24060150375939848, 5: 0.008145363408521303, 6: 0.0006265664160401002}, 'edge_length_total': 517539.26200000144, 'edge_length_avg': 110.42015404309824, 'street_length_total': 259368.92000000048, 'street_length_avg': 110.27590136054442, 'street_segments_count': 2352, 'node_density_km': 51.386948556612175, 'intersection_density_km': 44.2391399227977, 'edge_density_km': 16663.385609286404, 'street_density_km': 8350.988314050177, 'circuity_avg': 1.0508135606259388, 'self_loop_proportion': 0.002133560913164071, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0508135606259388\n", - "6426\n", - "6994865.396935224\n", - "{'n': 89, 'm': 250, 'k_avg': 5.617977528089888, 'intersection_count': 80, 'streets_per_node_avg': 3.1235955056179776, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 51, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10112359550561797, 2: 0.0, 3: 0.5730337078651685, 4: 0.3258426966292135}, 'edge_length_total': 56348.14399999997, 'edge_length_avg': 225.39257599999988, 'street_length_total': 28174.071999999996, 'street_length_avg': 225.39257599999996, 'street_segments_count': 125, 'node_density_km': 12.723618675921205, 'intersection_density_km': 11.436960607569622, 'edge_density_km': 8055.643790470753, 'street_density_km': 4027.821895235378, 'circuity_avg': 1.0202715511385552, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0202715511385552\n", - "6427\n", - "7010475.870814\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 155, 'm': 380, 'k_avg': 4.903225806451613, 'intersection_count': 122, 'streets_per_node_avg': 2.6193548387096772, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 115, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2129032258064516, 2: 0.0, 3: 0.7419354838709677, 4: 0.04516129032258064}, 'edge_length_total': 28564.795999999988, 'edge_length_avg': 75.17051578947365, 'street_length_total': 14615.640000000009, 'street_length_avg': 74.19106598984776, 'street_segments_count': 197, 'node_density_km': 22.109768702763205, 'intersection_density_km': 17.402527624110395, 'edge_density_km': 4074.5873071071956, 'street_density_km': 2084.828515115188, 'circuity_avg': 1.1312128906976147, 'self_loop_proportion': 0.015789473684210527, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1312128906976147\n", - "6428\n", - "9003085.393687848\n", - "{'n': 212, 'm': 566, 'k_avg': 5.339622641509434, 'intersection_count': 180, 'streets_per_node_avg': 2.8962264150943398, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 138, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1509433962264151, 2: 0.0, 3: 0.6509433962264151, 4: 0.19811320754716982}, 'edge_length_total': 95096.6100000001, 'edge_length_avg': 168.01521201413445, 'street_length_total': 48533.60000000003, 'street_length_avg': 166.78213058419254, 'street_segments_count': 291, 'node_density_km': 23.547482971630515, 'intersection_density_km': 19.99314591930893, 'edge_density_km': 10562.668889786748, 'street_density_km': 5390.774148829846, 'circuity_avg': 1.02559016113253, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.02559016113253\n", - "6429\n", - "18036207.927728675\n", - "{'n': 654, 'm': 1679, 'k_avg': 5.134556574923548, 'intersection_count': 511, 'streets_per_node_avg': 2.669724770642202, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 444, 4: 64, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21865443425076453, 2: 0.0, 3: 0.6788990825688074, 4: 0.09785932721712538, 5: 0.0045871559633027525}, 'edge_length_total': 215261.94199999952, 'edge_length_avg': 128.20842287075612, 'street_length_total': 108538.06899999999, 'street_length_avg': 126.35398020954597, 'street_segments_count': 859, 'node_density_km': 36.26039368256269, 'intersection_density_km': 28.33189781619195, 'edge_density_km': 11934.988932405136, 'street_density_km': 6017.787632240295, 'circuity_avg': 1.0571027258738872, 'self_loop_proportion': 0.0011911852293031567, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571027258738872\n", - "6430\n", - "9001805.18374278\n", - "{'n': 142, 'm': 436, 'k_avg': 6.140845070422535, 'intersection_count': 127, 'streets_per_node_avg': 3.2464788732394365, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 63, 4: 63, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1056338028169014, 2: 0.0, 3: 0.44366197183098594, 4: 0.44366197183098594, 5: 0.007042253521126761}, 'edge_length_total': 99982.7680000001, 'edge_length_avg': 229.31827522935802, 'street_length_total': 49991.38399999999, 'street_length_avg': 229.31827522935777, 'street_segments_count': 218, 'node_density_km': 15.774613769297225, 'intersection_density_km': 14.108281328878505, 'edge_density_km': 11106.968653417265, 'street_density_km': 5553.484326708626, 'circuity_avg': 1.025954071457489, 'self_loop_proportion': 0.0045871559633027525, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025954071457489\n", - "6431\n", - "22036481.40013914\n", - "{'n': 1296, 'm': 3699, 'k_avg': 5.708333333333333, 'intersection_count': 1108, 'streets_per_node_avg': 2.962962962962963, 'streets_per_node_counts': {0: 0, 1: 188, 2: 1, 3: 786, 4: 314, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14506172839506173, 2: 0.0007716049382716049, 3: 0.6064814814814815, 4: 0.24228395061728394, 5: 0.004629629629629629, 6: 0.0007716049382716049}, 'edge_length_total': 295860.3160000002, 'edge_length_avg': 79.98386482833205, 'street_length_total': 149390.14800000013, 'street_length_avg': 79.08424986765492, 'street_segments_count': 1889, 'node_density_km': 58.81156689524022, 'intersection_density_km': 50.28025935179488, 'edge_density_km': 13425.932689877256, 'street_density_km': 6779.219662493708, 'circuity_avg': 1.062662422224159, 'self_loop_proportion': 0.002703433360367667, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062662422224159\n", - "6432\n", - "18006213.69268446\n", - "{'n': 625, 'm': 1755, 'k_avg': 5.616, 'intersection_count': 517, 'streets_per_node_avg': 2.9104, 'streets_per_node_counts': {0: 0, 1: 108, 2: 2, 3: 361, 4: 147, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1728, 2: 0.0032, 3: 0.5776, 4: 0.2352, 5: 0.0096, 6: 0.0016}, 'edge_length_total': 224945.3320000003, 'edge_length_avg': 128.1739783475785, 'street_length_total': 113342.12200000018, 'street_length_avg': 127.0651591928253, 'street_segments_count': 892, 'node_density_km': 34.71024006862276, 'intersection_density_km': 28.712310584764747, 'edge_density_km': 12492.650361657696, 'street_density_km': 6294.611623211416, 'circuity_avg': 1.0493037066165334, 'self_loop_proportion': 0.0011396011396011395, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0493037066165334\n", - "6433\n", - "15023920.618941434\n", - "{'n': 369, 'm': 979, 'k_avg': 5.306233062330623, 'intersection_count': 302, 'streets_per_node_avg': 2.799457994579946, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 244, 4: 56, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18157181571815717, 2: 0.0, 3: 0.6612466124661247, 4: 0.15176151761517614, 5: 0.005420054200542005}, 'edge_length_total': 163562.58600000013, 'edge_length_avg': 167.07107865168553, 'street_length_total': 82045.78100000006, 'street_length_avg': 167.09935030549912, 'street_segments_count': 491, 'node_density_km': 24.560832645426963, 'intersection_density_km': 20.101277666446997, 'edge_density_km': 10886.81111598715, 'street_density_km': 5461.0100173559695, 'circuity_avg': 1.054370705293976, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054370705293976\n", - "6434\n", - "15995473.66838433\n", - "{'n': 357, 'm': 970, 'k_avg': 5.434173669467787, 'intersection_count': 291, 'streets_per_node_avg': 2.857142857142857, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 211, 4: 79, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18487394957983194, 2: 0.0, 3: 0.5910364145658263, 4: 0.22128851540616246, 5: 0.0028011204481792717}, 'edge_length_total': 181419.66000000003, 'edge_length_avg': 187.03057731958765, 'street_length_total': 91729.456, 'street_length_avg': 185.68715789473686, 'street_segments_count': 494, 'node_density_km': 22.31881389706041, 'intersection_density_km': 18.19264662197361, 'edge_density_km': 11341.937335596569, 'street_density_km': 5734.713325889612, 'circuity_avg': 1.0354792205990655, 'self_loop_proportion': 0.002061855670103093, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0354792205990655\n", - "6435\n", - "11018701.485751182\n", - "{'n': 629, 'm': 1711, 'k_avg': 5.440381558028617, 'intersection_count': 535, 'streets_per_node_avg': 2.8155802861685215, 'streets_per_node_counts': {0: 0, 1: 94, 2: 1, 3: 463, 4: 69, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1494435612082671, 2: 0.001589825119236884, 3: 0.7360890302066773, 4: 0.10969793322734499, 5: 0.003179650238473768}, 'edge_length_total': 182287.07800000015, 'edge_length_avg': 106.53832729398022, 'street_length_total': 91524.45800000004, 'street_length_avg': 106.17686542923438, 'street_segments_count': 862, 'node_density_km': 57.084766368649746, 'intersection_density_km': 48.55381559177681, 'edge_density_km': 16543.426485936154, 'street_density_km': 8306.283468914624, 'circuity_avg': 1.052819798669148, 'self_loop_proportion': 0.0011689070718877848, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052819798669148\n", - "6436\n", - "13009020.509694394\n", - "{'n': 268, 'm': 716, 'k_avg': 5.343283582089552, 'intersection_count': 217, 'streets_per_node_avg': 2.7761194029850746, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 175, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19029850746268656, 2: 0.0, 3: 0.6529850746268657, 4: 0.15671641791044777}, 'edge_length_total': 132212.69200000013, 'edge_length_avg': 184.6545977653633, 'street_length_total': 66106.346, 'street_length_avg': 184.65459776536315, 'street_segments_count': 358, 'node_density_km': 20.601089820735154, 'intersection_density_km': 16.68073317574451, 'edge_density_km': 10163.155012437293, 'street_density_km': 5081.577506218642, 'circuity_avg': 1.045594724363878, 'self_loop_proportion': 0.002793296089385475, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045594724363878\n", - "6437\n", - "40084082.7693823\n", - "error with entry 6437\n", - "6438\n", - "10005614.1207169\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 341, 'm': 982, 'k_avg': 5.7595307917888565, 'intersection_count': 311, 'streets_per_node_avg': 2.9794721407624634, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 258, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08797653958944282, 2: 0.0, 3: 0.7565982404692082, 4: 0.15542521994134897}, 'edge_length_total': 125585.06600000033, 'edge_length_avg': 127.88703258655838, 'street_length_total': 62897.525999999976, 'street_length_avg': 127.84049999999995, 'street_segments_count': 492, 'node_density_km': 34.08086659008267, 'intersection_density_km': 31.082549881277746, 'edge_density_km': 12551.460058805686, 'street_density_km': 6286.223438276409, 'circuity_avg': 1.0851095427574151, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0851095427574151\n", - "6439\n", - "8013223.663926519\n", - "{'n': 406, 'm': 1098, 'k_avg': 5.4088669950738915, 'intersection_count': 344, 'streets_per_node_avg': 2.832512315270936, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 289, 4: 54, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15270935960591134, 2: 0.0, 3: 0.7118226600985221, 4: 0.1330049261083744, 5: 0.0024630541871921183}, 'edge_length_total': 128687.55099999995, 'edge_length_avg': 117.20177686703092, 'street_length_total': 64606.63100000007, 'street_length_avg': 116.82935081374335, 'street_segments_count': 553, 'node_density_km': 50.66625081584931, 'intersection_density_km': 42.92904010012848, 'edge_density_km': 16059.398364146298, 'street_density_km': 8062.501898061647, 'circuity_avg': 1.093447085755275, 'self_loop_proportion': 0.0036429872495446266, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.093447085755275\n", - "6440\n", - "1998622.690557866\n", - "error with entry 6440\n", - "6441\n", - "11021624.135328913\n", - "{'n': 539, 'm': 1412, 'k_avg': 5.2393320964749535, 'intersection_count': 440, 'streets_per_node_avg': 2.758812615955473, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 373, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1836734693877551, 2: 0.0, 3: 0.6920222634508348, 4: 0.12244897959183673, 5: 0.0018552875695732839}, 'edge_length_total': 169599.47700000007, 'edge_length_avg': 120.11294405099156, 'street_length_total': 85573.31600000006, 'street_length_avg': 119.68295944055953, 'street_segments_count': 715, 'node_density_km': 48.90386329472801, 'intersection_density_km': 39.921521056920824, 'edge_density_km': 15387.884300677868, 'street_density_km': 7764.12940137396, 'circuity_avg': 1.0778862157996387, 'self_loop_proportion': 0.00424929178470255, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0778862157996387\n", - "6442\n", - "20998905.74354548\n", - "{'n': 650, 'm': 1611, 'k_avg': 4.9569230769230765, 'intersection_count': 476, 'streets_per_node_avg': 2.5738461538461537, 'streets_per_node_counts': {0: 0, 1: 174, 2: 2, 3: 401, 4: 73}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2676923076923077, 2: 0.003076923076923077, 3: 0.6169230769230769, 4: 0.1123076923076923}, 'edge_length_total': 297963.2400000005, 'edge_length_avg': 184.9554562383616, 'street_length_total': 151350.8199999999, 'street_length_avg': 185.70652760736183, 'street_segments_count': 815, 'node_density_km': 30.953993886076333, 'intersection_density_km': 22.667847830418975, 'edge_density_km': 14189.465091131555, 'street_density_km': 7207.557472204056, 'circuity_avg': 1.0641585818796406, 'self_loop_proportion': 0.0037243947858473, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641585818796406\n", - "6443\n", - "25050678.315172937\n", - "{'n': 1193, 'm': 2983, 'k_avg': 5.000838222967309, 'intersection_count': 871, 'streets_per_node_avg': 2.5842414082145853, 'streets_per_node_counts': {0: 0, 1: 322, 2: 0, 3: 724, 4: 146, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.269907795473596, 2: 0.0, 3: 0.6068734283319362, 4: 0.12238055322715842, 5: 0.0008382229673093043}, 'edge_length_total': 389173.6839999989, 'edge_length_avg': 130.46385652028124, 'street_length_total': 196981.93800000008, 'street_length_avg': 131.4088979319547, 'street_segments_count': 1499, 'node_density_km': 47.62346092949556, 'intersection_density_km': 34.76951757719248, 'edge_density_km': 15535.454932742496, 'street_density_km': 7863.337492170427, 'circuity_avg': 1.0802205819087338, 'self_loop_proportion': 0.004693261816962789, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0802205819087338\n", - "6444\n", - "24001673.806979615\n", - "{'n': 2071, 'm': 5621, 'k_avg': 5.428295509415741, 'intersection_count': 1659, 'streets_per_node_avg': 2.761467889908257, 'streets_per_node_counts': {0: 0, 1: 412, 2: 0, 3: 1335, 4: 319, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19893771125060358, 2: 0.0, 3: 0.6446161274746499, 4: 0.1540318686624819, 5: 0.001931434089811685, 6: 0.0004828585224529213}, 'edge_length_total': 547420.9619999982, 'edge_length_avg': 97.38853620352218, 'street_length_total': 273916.6160000004, 'street_length_avg': 97.27152556818196, 'street_segments_count': 2816, 'node_density_km': 86.28564893660706, 'intersection_density_km': 69.12017942338538, 'edge_density_km': 22807.616102207416, 'street_density_km': 11412.396410468102, 'circuity_avg': 1.062480494683777, 'self_loop_proportion': 0.0062266500622665, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062480494683777\n", - "6445\n", - "16027229.098097604\n", - "{'n': 299, 'm': 841, 'k_avg': 5.625418060200669, 'intersection_count': 261, 'streets_per_node_avg': 2.9331103678929766, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 206, 4: 54, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12709030100334448, 2: 0.0, 3: 0.6889632107023411, 4: 0.1806020066889632, 5: 0.0033444816053511705}, 'edge_length_total': 131358.9070000001, 'edge_length_avg': 156.19370630202152, 'street_length_total': 66063.693, 'street_length_avg': 156.17894326241134, 'street_segments_count': 423, 'node_density_km': 18.65575129486922, 'intersection_density_km': 16.284786247360756, 'edge_density_km': 8195.983609892499, 'street_density_km': 4121.965974008671, 'circuity_avg': 1.0536259617163108, 'self_loop_proportion': 0.0023781212841854932, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0536259617163108\n", - "6446\n", - "8002061.828441101\n", - "{'n': 189, 'm': 518, 'k_avg': 5.481481481481482, 'intersection_count': 155, 'streets_per_node_avg': 2.8306878306878307, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 119, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17989417989417988, 2: 0.0, 3: 0.6296296296296297, 4: 0.19047619047619047}, 'edge_length_total': 99826.05800000006, 'edge_length_avg': 192.7143976833978, 'street_length_total': 49913.029000000024, 'street_length_avg': 192.71439768339778, 'street_segments_count': 259, 'node_density_km': 23.618912731747724, 'intersection_density_km': 19.37000779587776, 'edge_density_km': 12475.042075430625, 'street_density_km': 6237.521037715312, 'circuity_avg': 1.0430133858735544, 'self_loop_proportion': 0.003861003861003861, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0430133858735544\n", - "6447\n", - "14023038.79731113\n", - "{'n': 1231, 'm': 3536, 'k_avg': 5.744922826969943, 'intersection_count': 1060, 'streets_per_node_avg': 2.9455727051177902, 'streets_per_node_counts': {0: 0, 1: 171, 2: 0, 3: 794, 4: 259, 5: 5, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1389114541023558, 2: 0.0, 3: 0.6450040617384241, 4: 0.21039805036555645, 5: 0.004061738424045491, 6: 0.0016246953696181965}, 'edge_length_total': 269626.2849999996, 'edge_length_avg': 76.25177743212659, 'street_length_total': 135027.2150000001, 'street_length_avg': 76.20045993227997, 'street_segments_count': 1772, 'node_density_km': 87.78411140358821, 'intersection_density_km': 75.58989284143259, 'edge_density_km': 19227.37923621088, 'street_density_km': 9628.955389176497, 'circuity_avg': 1.0476088509710697, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0476088509710697\n", - "6448\n", - "5003558.608539732\n", - "{'n': 207, 'm': 534, 'k_avg': 5.159420289855072, 'intersection_count': 163, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 145, 4: 17, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21256038647342995, 2: 0.0, 3: 0.7004830917874396, 4: 0.0821256038647343, 5: 0.004830917874396135}, 'edge_length_total': 63540.56399999993, 'edge_length_avg': 118.98982022471897, 'street_length_total': 31770.282000000036, 'street_length_avg': 118.98982022471924, 'street_segments_count': 267, 'node_density_km': 41.37055567745455, 'intersection_density_km': 32.57681437403426, 'edge_density_km': 12699.074592941359, 'street_density_km': 6349.537296470693, 'circuity_avg': 1.0620571711779885, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0620571711779885\n", - "6449\n", - "11022339.678892996\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 402, 'm': 962, 'k_avg': 4.786069651741293, 'intersection_count': 308, 'streets_per_node_avg': 2.611940298507463, 'streets_per_node_counts': {0: 0, 1: 94, 2: 2, 3: 272, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23383084577114427, 2: 0.004975124378109453, 3: 0.6766169154228856, 4: 0.0845771144278607}, 'edge_length_total': 124823.09100000013, 'edge_length_avg': 129.75373284823297, 'street_length_total': 63441.232999999964, 'street_length_avg': 127.90571169354831, 'street_segments_count': 496, 'node_density_km': 36.47138554165607, 'intersection_density_km': 27.943250614005148, 'edge_density_km': 11324.554916323941, 'street_density_km': 5755.695691495106, 'circuity_avg': 1.2183195295097018, 'self_loop_proportion': 0.004158004158004158, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2183195295097018\n", - "6450\n", - "227181881.02743146\n", - "{'n': 15313, 'm': 43668, 'k_avg': 5.70338927708483, 'intersection_count': 13307, 'streets_per_node_avg': 2.9574217984718865, 'streets_per_node_counts': {0: 0, 1: 2006, 2: 9, 3: 9992, 4: 3251, 5: 47, 6: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13099980408802978, 2: 0.0005877359106641416, 3: 0.6525174688173447, 4: 0.2123032717299027, 5: 0.003069287533468295, 6: 0.000522431920590348}, 'edge_length_total': 4482020.485, 'edge_length_avg': 102.63855649445819, 'street_length_total': 2298832.213000009, 'street_length_avg': 102.3294997996888, 'street_segments_count': 22465, 'node_density_km': 67.40414301856673, 'intersection_density_km': 58.574213488412944, 'edge_density_km': 19728.776189060656, 'street_density_km': 10118.906501713633, 'circuity_avg': 1.0581385629191429, 'self_loop_proportion': 0.0019007053219749015, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0581385629191429\n", - "6451\n", - "8015038.363370278\n", - "{'n': 475, 'm': 1317, 'k_avg': 5.545263157894737, 'intersection_count': 382, 'streets_per_node_avg': 2.8421052631578947, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 277, 4: 99, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1957894736842105, 2: 0.0, 3: 0.5831578947368421, 4: 0.20842105263157895, 5: 0.01263157894736842}, 'edge_length_total': 134488.44500000018, 'edge_length_avg': 102.11727031131373, 'street_length_total': 67318.64599999998, 'street_length_avg': 102.15272534142638, 'street_segments_count': 659, 'node_density_km': 59.26359656253288, 'intersection_density_km': 47.66040818292118, 'edge_density_km': 16779.513572215586, 'street_density_km': 8399.042268799929, 'circuity_avg': 1.0645035821261843, 'self_loop_proportion': 0.0015186028853454822, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0645035821261843\n", - "6452\n", - "47980296.69102561\n", - "{'n': 2985, 'm': 7815, 'k_avg': 5.236180904522613, 'intersection_count': 2334, 'streets_per_node_avg': 2.7393634840871024, 'streets_per_node_counts': {0: 0, 1: 651, 2: 2, 3: 1819, 4: 502, 5: 9, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21809045226130652, 2: 0.0006700167504187605, 3: 0.6093802345058627, 4: 0.16817420435510888, 5: 0.003015075376884422, 6: 0.0006700167504187605}, 'edge_length_total': 881685.3230000024, 'edge_length_avg': 112.81961906589922, 'street_length_total': 455646.1200000004, 'street_length_avg': 112.33878698224862, 'street_segments_count': 4056, 'node_density_km': 62.21303755627514, 'intersection_density_km': 48.64496805907745, 'edge_density_km': 18375.987307408956, 'street_density_km': 9496.525687079087, 'circuity_avg': 1.071052630869638, 'self_loop_proportion': 0.003071017274472169, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071052630869638\n", - "6453\n", - "25040610.831276007\n", - "{'n': 1371, 'm': 3488, 'k_avg': 5.088256746900073, 'intersection_count': 1077, 'streets_per_node_avg': 2.660102115244347, 'streets_per_node_counts': {0: 0, 1: 294, 2: 0, 3: 956, 4: 120, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21444201312910285, 2: 0.0, 3: 0.6973012399708242, 4: 0.087527352297593, 5: 0.0007293946024799417}, 'edge_length_total': 433139.90900000057, 'edge_length_avg': 124.18001978211025, 'street_length_total': 216809.74599999955, 'street_length_avg': 124.03303546910729, 'street_segments_count': 1748, 'node_density_km': 54.75106055670198, 'intersection_density_km': 43.010132909969386, 'edge_density_km': 17297.497729528382, 'street_density_km': 8658.324969021991, 'circuity_avg': 1.065835961449224, 'self_loop_proportion': 0.0022935779816513763, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065835961449224\n", - "6454\n", - "6003508.502022876\n", - "{'n': 143, 'm': 362, 'k_avg': 5.062937062937063, 'intersection_count': 111, 'streets_per_node_avg': 2.664335664335664, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 95, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22377622377622378, 2: 0.0, 3: 0.6643356643356644, 4: 0.11188811188811189}, 'edge_length_total': 71217.14100000003, 'edge_length_avg': 196.73243370165756, 'street_length_total': 35655.810999999965, 'street_length_avg': 194.84049726775936, 'street_segments_count': 183, 'node_density_km': 23.819404928270906, 'intersection_density_km': 18.489188440825668, 'edge_density_km': 11862.586848341012, 'street_density_km': 5939.162239544722, 'circuity_avg': 1.0632698688808802, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0632698688808802\n", - "6455\n", - "20049802.338277724\n", - "{'n': 1743, 'm': 4449, 'k_avg': 5.104991394148021, 'intersection_count': 1292, 'streets_per_node_avg': 2.6477337923121054, 'streets_per_node_counts': {0: 0, 1: 451, 2: 2, 3: 1005, 4: 281, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2587492828456684, 2: 0.0011474469305794606, 3: 0.576592082616179, 4: 0.16121629374641422, 5: 0.0017211703958691911, 6: 0.0005737234652897303}, 'edge_length_total': 378984.36199999927, 'edge_length_avg': 85.18416767812975, 'street_length_total': 192569.6769999997, 'street_length_avg': 84.20187013554863, 'street_segments_count': 2287, 'node_density_km': 86.933525358122, 'intersection_density_km': 64.43953801646221, 'edge_density_km': 18902.149537727266, 'street_density_km': 9604.567354380284, 'circuity_avg': 1.090816294242383, 'self_loop_proportion': 0.004944931445268599, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.090816294242383\n", - "6456\n", - "6998328.884257181\n", - "{'n': 157, 'm': 440, 'k_avg': 5.6050955414012735, 'intersection_count': 128, 'streets_per_node_avg': 2.9235668789808917, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 82, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18471337579617833, 2: 0.0, 3: 0.5222929936305732, 4: 0.2929936305732484}, 'edge_length_total': 78022.95199999995, 'edge_length_avg': 177.32489090909078, 'street_length_total': 39011.475999999995, 'street_length_avg': 177.3248909090909, 'street_segments_count': 220, 'node_density_km': 22.433927098392484, 'intersection_density_km': 18.290080691683045, 'edge_density_km': 11148.797561588375, 'street_density_km': 5574.398780794191, 'circuity_avg': 1.00759244939467, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.00759244939467\n", - "6457\n", - "20036346.952857327\n", - "{'n': 1007, 'm': 2804, 'k_avg': 5.56901688182721, 'intersection_count': 824, 'streets_per_node_avg': 2.8709036742800396, 'streets_per_node_counts': {0: 0, 1: 183, 2: 0, 3: 591, 4: 230, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1817279046673287, 2: 0.0, 3: 0.5868917576961271, 4: 0.22840119165839126, 5: 0.0029791459781529296}, 'edge_length_total': 346166.26699999894, 'edge_length_avg': 123.45444614835911, 'street_length_total': 173641.60400000005, 'street_length_avg': 123.06279518072293, 'street_segments_count': 1411, 'node_density_km': 50.25866253810277, 'intersection_density_km': 41.12526110367099, 'edge_density_km': 17276.91518890539, 'street_density_km': 8666.330464757575, 'circuity_avg': 1.0622032446446918, 'self_loop_proportion': 0.0039229671897289585, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0622032446446918\n", - "6458\n", - "13009203.781694897\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 551, 'm': 1531, 'k_avg': 5.557168784029038, 'intersection_count': 474, 'streets_per_node_avg': 2.8620689655172415, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 398, 4: 74, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1397459165154265, 2: 0.0, 3: 0.7223230490018149, 4: 0.13430127041742287, 5: 0.003629764065335753}, 'edge_length_total': 168644.60700000025, 'edge_length_avg': 110.15323775310272, 'street_length_total': 85356.80299999996, 'street_length_avg': 110.13781032258059, 'street_segments_count': 775, 'node_density_km': 42.354629018518864, 'intersection_density_km': 36.43574256765506, 'edge_density_km': 12963.48414783833, 'street_density_km': 6561.262659295456, 'circuity_avg': 1.0420258914565372, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0420258914565372\n", - "6459\n", - "7011990.0445057545\n", - "{'n': 610, 'm': 1550, 'k_avg': 5.081967213114754, 'intersection_count': 513, 'streets_per_node_avg': 2.8540983606557377, 'streets_per_node_counts': {0: 0, 1: 97, 2: 2, 3: 405, 4: 105, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15901639344262294, 2: 0.003278688524590164, 3: 0.6639344262295082, 4: 0.1721311475409836, 5: 0.001639344262295082}, 'edge_length_total': 120394.52799999996, 'edge_length_avg': 77.67388903225805, 'street_length_total': 67333.21999999999, 'street_length_avg': 78.1127842227378, 'street_segments_count': 862, 'node_density_km': 86.99384855487146, 'intersection_density_km': 73.16040050598207, 'edge_density_km': 17169.808746995455, 'street_density_km': 9602.583513757116, 'circuity_avg': 1.1276420662045212, 'self_loop_proportion': 0.005161290322580645, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1276420662045212\n", - "6460\n", - "20031898.25444212\n", - "{'n': 927, 'm': 2401, 'k_avg': 5.180151024811219, 'intersection_count': 731, 'streets_per_node_avg': 2.6742179072276158, 'streets_per_node_counts': {0: 0, 1: 196, 2: 0, 3: 644, 4: 84, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21143473570658036, 2: 0.0, 3: 0.6947141316073355, 4: 0.09061488673139159, 5: 0.003236245954692557}, 'edge_length_total': 271490.56299999886, 'edge_length_avg': 113.07395376926233, 'street_length_total': 139950.0089999998, 'street_length_avg': 114.80722641509416, 'street_segments_count': 1219, 'node_density_km': 46.27619351023987, 'intersection_density_km': 36.49179876589574, 'edge_density_km': 13552.912437531733, 'street_density_km': 6986.357819033227, 'circuity_avg': 1.0902811234618337, 'self_loop_proportion': 0.003331945022907122, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0902811234618337\n", - "6461\n", - "6996657.792144381\n", - "{'n': 182, 'm': 446, 'k_avg': 4.9010989010989015, 'intersection_count': 135, 'streets_per_node_avg': 2.5824175824175826, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 117, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25824175824175827, 2: 0.0, 3: 0.6428571428571429, 4: 0.0989010989010989}, 'edge_length_total': 70168.86299999997, 'edge_length_avg': 157.3292892376681, 'street_length_total': 35292.85799999999, 'street_length_avg': 156.85714666666664, 'street_segments_count': 225, 'node_density_km': 26.012419844849873, 'intersection_density_km': 19.294926807993036, 'edge_density_km': 10028.911672482149, 'street_density_km': 5044.245273739936, 'circuity_avg': 1.0435167002853227, 'self_loop_proportion': 0.008968609865470852, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0435167002853227\n", - "6462\n", - "14022082.946548581\n", - "{'n': 916, 'm': 2377, 'k_avg': 5.189956331877729, 'intersection_count': 718, 'streets_per_node_avg': 2.658296943231441, 'streets_per_node_counts': {0: 0, 1: 198, 2: 0, 3: 636, 4: 81, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21615720524017468, 2: 0.0, 3: 0.6943231441048034, 4: 0.08842794759825327, 5: 0.001091703056768559}, 'edge_length_total': 235042.51199999946, 'edge_length_avg': 98.88199915860305, 'street_length_total': 117558.77600000004, 'street_length_avg': 98.87197308662745, 'street_segments_count': 1189, 'node_density_km': 65.32552998664623, 'intersection_density_km': 51.20494599389955, 'edge_density_km': 16762.31077051596, 'street_density_km': 8383.831164608548, 'circuity_avg': 1.0566306580126519, 'self_loop_proportion': 0.0016827934371055953, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0566306580126519\n", - "6463\n", - "7003310.81478413\n", - "{'n': 259, 'm': 707, 'k_avg': 5.45945945945946, 'intersection_count': 212, 'streets_per_node_avg': 2.77992277992278, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 175, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18146718146718147, 2: 0.0, 3: 0.6756756756756757, 4: 0.14285714285714285}, 'edge_length_total': 75361.09699999982, 'edge_length_avg': 106.59278217821756, 'street_length_total': 37796.943999999974, 'street_length_avg': 106.47026478873232, 'street_segments_count': 355, 'node_density_km': 36.98250825213209, 'intersection_density_km': 30.2713967160309, 'edge_density_km': 10760.781435105098, 'street_density_km': 5397.010785271713, 'circuity_avg': 1.0692426922640972, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0692426922640972\n", - "6464\n", - "47088173.11921932\n", - "error with entry 6464\n", - "6465\n", - "10002067.749222824\n", - "{'n': 303, 'm': 778, 'k_avg': 5.135313531353136, 'intersection_count': 242, 'streets_per_node_avg': 2.778877887788779, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 189, 4: 51, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20132013201320131, 2: 0.0, 3: 0.6237623762376238, 4: 0.16831683168316833, 5: 0.006600660066006601}, 'edge_length_total': 123915.23899999997, 'edge_length_avg': 159.2740861182519, 'street_length_total': 62831.105000000025, 'street_length_avg': 155.90844913151372, 'street_segments_count': 403, 'node_density_km': 30.293736015089834, 'intersection_density_km': 24.194997081358878, 'edge_density_km': 12388.962173309452, 'street_density_km': 6281.811578898983, 'circuity_avg': 1.1013673481862423, 'self_loop_proportion': 0.012853470437017995, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1013673481862423\n", - "6466\n", - "39083902.40855544\n", - "error with entry 6466\n", - "6467\n", - "6000615.948343644\n", - "{'n': 75, 'm': 188, 'k_avg': 5.013333333333334, 'intersection_count': 65, 'streets_per_node_avg': 2.8266666666666667, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 58, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13333333333333333, 2: 0.0, 3: 0.7733333333333333, 4: 0.09333333333333334}, 'edge_length_total': 44493.028000000006, 'edge_length_avg': 236.6650425531915, 'street_length_total': 22246.51399999999, 'street_length_avg': 236.66504255319137, 'street_segments_count': 94, 'node_density_km': 12.498716906004011, 'intersection_density_km': 10.83222131853681, 'edge_density_km': 7414.7434835054655, 'street_density_km': 3707.3717417527305, 'circuity_avg': 1.0289327710444847, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0289327710444847\n", - "6468\n", - "15035890.967075946\n", - "{'n': 631, 'm': 1830, 'k_avg': 5.800316957210777, 'intersection_count': 546, 'streets_per_node_avg': 2.9683042789223455, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 397, 4: 148, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1347068145800317, 2: 0.0, 3: 0.6291600633914421, 4: 0.23454833597464342, 5: 0.001584786053882726}, 'edge_length_total': 234978.99900000007, 'edge_length_avg': 128.40382459016396, 'street_length_total': 117579.35700000005, 'street_length_avg': 128.3617434497817, 'street_segments_count': 916, 'node_density_km': 41.96625270705269, 'intersection_density_km': 36.31311248502499, 'edge_density_km': 15627.873300925965, 'street_density_km': 7819.912851021817, 'circuity_avg': 1.0641912126219786, 'self_loop_proportion': 0.001092896174863388, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641912126219786\n", - "6469\n", - "2998378.3548397673\n", - "{'n': 127, 'm': 345, 'k_avg': 5.433070866141732, 'intersection_count': 103, 'streets_per_node_avg': 2.905511811023622, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 67, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1889763779527559, 2: 0.0, 3: 0.5275590551181102, 4: 0.28346456692913385}, 'edge_length_total': 44922.31099999999, 'edge_length_avg': 130.20959710144925, 'street_length_total': 22509.06699999999, 'street_length_avg': 130.1102138728323, 'street_segments_count': 173, 'node_density_km': 42.35622892454707, 'intersection_density_km': 34.35190219864841, 'edge_density_km': 14982.202271934633, 'street_density_km': 7507.08027346431, 'circuity_avg': 1.0581533306027506, 'self_loop_proportion': 0.005797101449275362, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0581533306027506\n", - "6470\n", - "11025574.686130658\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 478, 'm': 1170, 'k_avg': 4.895397489539749, 'intersection_count': 364, 'streets_per_node_avg': 2.6380753138075312, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 309, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2384937238493724, 2: 0.0, 3: 0.6464435146443515, 4: 0.11506276150627615}, 'edge_length_total': 153273.38599999988, 'edge_length_avg': 131.00289401709392, 'street_length_total': 79023.91800000002, 'street_length_avg': 130.40250495049509, 'street_segments_count': 606, 'node_density_km': 43.353749224635706, 'intersection_density_km': 33.01415212922049, 'edge_density_km': 13901.623304298711, 'street_density_km': 7167.328710711666, 'circuity_avg': 1.077798953524497, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077798953524497\n", - "6471\n", - "10003843.901073102\n", - "{'n': 174, 'm': 465, 'k_avg': 5.344827586206897, 'intersection_count': 146, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 119, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16091954022988506, 2: 0.0, 3: 0.6839080459770115, 4: 0.15517241379310345}, 'edge_length_total': 97931.28, 'edge_length_avg': 210.60490322580645, 'street_length_total': 52498.349, 'street_length_avg': 219.6583640167364, 'street_segments_count': 239, 'node_density_km': 17.393314182095065, 'intersection_density_km': 14.594390060838387, 'edge_density_km': 9789.3650649122, 'street_density_km': 5247.817690794691, 'circuity_avg': 1.108950124986641, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.108950124986641\n", - "6472\n", - "6009838.767887657\n", - "{'n': 263, 'm': 740, 'k_avg': 5.6273764258555135, 'intersection_count': 229, 'streets_per_node_avg': 2.88212927756654, 'streets_per_node_counts': {0: 0, 1: 34, 2: 1, 3: 190, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12927756653992395, 2: 0.0038022813688212928, 3: 0.7224334600760456, 4: 0.1444866920152091}, 'edge_length_total': 88998.0810000001, 'edge_length_avg': 120.26767702702715, 'street_length_total': 44564.059999999954, 'street_length_avg': 120.11876010781658, 'street_segments_count': 371, 'node_density_km': 43.761573339585524, 'intersection_density_km': 38.1041836302855, 'edge_density_km': 14808.730223436794, 'street_density_km': 7415.183954371436, 'circuity_avg': 1.0412190269579669, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0412190269579669\n", - "6473\n", - "22996293.769801218\n", - "{'n': 1151, 'm': 3415, 'k_avg': 5.933970460469157, 'intersection_count': 1004, 'streets_per_node_avg': 3.059079061685491, 'streets_per_node_counts': {0: 0, 1: 147, 2: 0, 3: 643, 4: 360, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12771503040834056, 2: 0.0, 3: 0.5586446568201564, 4: 0.31277150304083406, 5: 0.0008688097306689834}, 'edge_length_total': 442499.8259999986, 'edge_length_avg': 129.57535168374775, 'street_length_total': 222507.70600000012, 'street_length_avg': 129.21469570267138, 'street_segments_count': 1722, 'node_density_km': 50.05154358879758, 'intersection_density_km': 43.65920917736992, 'edge_density_km': 19242.223570003713, 'street_density_km': 9675.807250827422, 'circuity_avg': 1.04104782946879, 'self_loop_proportion': 0.001171303074670571, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04104782946879\n", - "6474\n", - "11017251.770996192\n", - "{'n': 343, 'm': 884, 'k_avg': 5.154518950437318, 'intersection_count': 273, 'streets_per_node_avg': 2.6793002915451893, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 245, 4: 26, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20408163265306123, 2: 0.0, 3: 0.7142857142857143, 4: 0.07580174927113703, 5: 0.0058309037900874635}, 'edge_length_total': 127140.78399999988, 'edge_length_avg': 143.82441628959262, 'street_length_total': 63570.391999999985, 'street_length_avg': 143.82441628959273, 'street_segments_count': 442, 'node_density_km': 31.132990979018494, 'intersection_density_km': 24.779319350647373, 'edge_density_km': 11540.154172995146, 'street_density_km': 5770.0770864975775, 'circuity_avg': 1.1374804455619643, 'self_loop_proportion': 0.006787330316742082, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1374804455619643\n", - "6475\n", - "7002524.434804806\n", - "{'n': 215, 'm': 485, 'k_avg': 4.511627906976744, 'intersection_count': 142, 'streets_per_node_avg': 2.358139534883721, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 134, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3395348837209302, 2: 0.0, 3: 0.6232558139534884, 4: 0.037209302325581395}, 'edge_length_total': 75201.101, 'edge_length_avg': 155.05381649484536, 'street_length_total': 37648.40300000001, 'street_length_avg': 154.93169958847741, 'street_segments_count': 243, 'node_density_km': 30.703213105745213, 'intersection_density_km': 20.27840121402707, 'edge_density_km': 10739.141533905438, 'street_density_km': 5376.404373953385, 'circuity_avg': 1.0758952395557146, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0758952395557146\n", - "6476\n", - "54133581.513749436\n", - "{'n': 7827, 'm': 21831, 'k_avg': 5.578382522039095, 'intersection_count': 6349, 'streets_per_node_avg': 2.836846812316341, 'streets_per_node_counts': {0: 0, 1: 1478, 2: 2, 3: 4689, 4: 1636, 5: 21, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1888335249776415, 2: 0.00025552574421873004, 3: 0.5990801073208126, 4: 0.20902005877092117, 5: 0.0026830203142966655, 6: 0.00012776287210936502}, 'edge_length_total': 1407548.2830000203, 'edge_length_avg': 64.47475072145208, 'street_length_total': 711496.7589999994, 'street_length_avg': 64.47637145446302, 'street_segments_count': 11035, 'node_density_km': 144.58677554914806, 'intersection_density_km': 117.28394505705137, 'edge_density_km': 26001.388484567862, 'street_density_km': 13143.352778520404, 'circuity_avg': 1.0660388203972029, 'self_loop_proportion': 0.0025651596353808803, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0660388203972029\n", - "6477\n", - "10006618.48666005\n", - "{'n': 162, 'm': 396, 'k_avg': 4.888888888888889, 'intersection_count': 121, 'streets_per_node_avg': 2.5555555555555554, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 111, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25308641975308643, 2: 0.0, 3: 0.6851851851851852, 4: 0.06172839506172839}, 'edge_length_total': 67715.46400000002, 'edge_length_avg': 170.99864646464653, 'street_length_total': 33857.73199999999, 'street_length_avg': 170.9986464646464, 'street_segments_count': 198, 'node_density_km': 16.18928514322438, 'intersection_density_km': 12.09199692796389, 'edge_density_km': 6767.067625319419, 'street_density_km': 3383.533812659707, 'circuity_avg': 1.057575388309826, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057575388309826\n", - "6478\n", - "21034589.598386846\n", - "{'n': 737, 'm': 1918, 'k_avg': 5.204884667571235, 'intersection_count': 583, 'streets_per_node_avg': 2.700135685210312, 'streets_per_node_counts': {0: 0, 1: 154, 2: 0, 3: 498, 4: 83, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.208955223880597, 2: 0.0, 3: 0.6757123473541384, 4: 0.11261872455902307, 5: 0.0027137042062415195}, 'edge_length_total': 280740.7120000005, 'edge_length_avg': 146.3715912408762, 'street_length_total': 140992.83399999986, 'street_length_avg': 144.3120102354144, 'street_segments_count': 977, 'node_density_km': 35.03752695305835, 'intersection_density_km': 27.71625266435959, 'edge_density_km': 13346.621795821995, 'street_density_km': 6702.90396399332, 'circuity_avg': 1.064860749726573, 'self_loop_proportion': 0.0010427528675703858, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064860749726573\n", - "6479\n", - "14001666.171677245\n", - "{'n': 390, 'm': 1146, 'k_avg': 5.876923076923077, 'intersection_count': 348, 'streets_per_node_avg': 2.98974358974359, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 268, 4: 80}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1076923076923077, 2: 0.0, 3: 0.6871794871794872, 4: 0.20512820512820512}, 'edge_length_total': 155347.1360000001, 'edge_length_avg': 135.55596509598612, 'street_length_total': 77673.56799999998, 'street_length_avg': 135.555965095986, 'street_segments_count': 573, 'node_density_km': 27.85382791005953, 'intersection_density_km': 24.85418490436081, 'edge_density_km': 11094.903570422091, 'street_density_km': 5547.451785211042, 'circuity_avg': 1.0404798108398605, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0404798108398605\n", - "6480\n", - "8013575.815590981\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 247, 'm': 644, 'k_avg': 5.2145748987854255, 'intersection_count': 196, 'streets_per_node_avg': 2.6963562753036436, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 170, 4: 25, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20647773279352227, 2: 0.0, 3: 0.6882591093117408, 4: 0.10121457489878542, 5: 0.004048582995951417}, 'edge_length_total': 82613.041, 'edge_length_avg': 128.28111956521738, 'street_length_total': 41483.382999999994, 'street_length_avg': 128.43152631578945, 'street_segments_count': 323, 'node_density_km': 30.82269459776545, 'intersection_density_km': 24.458494498631694, 'edge_density_km': 10309.135759253748, 'street_density_km': 5176.638239235364, 'circuity_avg': 1.0592879109164843, 'self_loop_proportion': 0.003105590062111801, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0592879109164843\n", - "6481\n", - "5997979.783705007\n", - "{'n': 105, 'm': 254, 'k_avg': 4.838095238095238, 'intersection_count': 72, 'streets_per_node_avg': 2.5904761904761906, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 49, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3142857142857143, 2: 0.0, 3: 0.4666666666666667, 4: 0.21904761904761905}, 'edge_length_total': 50677.82599999998, 'edge_length_avg': 199.51899999999992, 'street_length_total': 25338.912999999997, 'street_length_avg': 199.51899999999998, 'street_segments_count': 127, 'node_density_km': 17.505894282147867, 'intersection_density_km': 12.004041793472824, 'edge_density_km': 8449.149184810325, 'street_density_km': 4224.574592405164, 'circuity_avg': 1.0380338648848288, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0380338648848288\n", - "6482\n", - "14009251.470062621\n", - "{'n': 459, 'm': 1233, 'k_avg': 5.372549019607843, 'intersection_count': 388, 'streets_per_node_avg': 2.8474945533769063, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 316, 4: 72}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15468409586056645, 2: 0.0, 3: 0.6884531590413944, 4: 0.1568627450980392}, 'edge_length_total': 200235.0550000002, 'edge_length_avg': 162.39663828061654, 'street_length_total': 100915.12499999994, 'street_length_avg': 159.92888272583193, 'street_segments_count': 631, 'node_density_km': 32.76406316075275, 'intersection_density_km': 27.695983674013217, 'edge_density_km': 14293.058799600887, 'street_density_km': 7203.4630269613435, 'circuity_avg': 1.0411319441535076, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0411319441535076\n", - "6483\n", - "8010952.711606466\n", - "{'n': 482, 'm': 1326, 'k_avg': 5.5020746887966805, 'intersection_count': 393, 'streets_per_node_avg': 2.800829875518672, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 313, 4: 79, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18464730290456433, 2: 0.0, 3: 0.6493775933609959, 4: 0.16390041493775934, 5: 0.0, 6: 0.002074688796680498}, 'edge_length_total': 138731.39800000002, 'edge_length_avg': 104.62398039215688, 'street_length_total': 69365.69899999992, 'street_length_avg': 104.62398039215674, 'street_segments_count': 663, 'node_density_km': 60.1676251691845, 'intersection_density_km': 49.0578354595218, 'edge_density_km': 17317.71525738787, 'street_density_km': 8658.857628693924, 'circuity_avg': 1.0616986701205098, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0616986701205098\n", - "6484\n", - "8004392.868572149\n", - "{'n': 125, 'm': 331, 'k_avg': 5.296, 'intersection_count': 108, 'streets_per_node_avg': 2.904, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 86, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.136, 2: 0.0, 3: 0.688, 4: 0.176}, 'edge_length_total': 76274.26900000006, 'edge_length_avg': 230.43585800604248, 'street_length_total': 38264.890999999996, 'street_length_avg': 225.08759411764703, 'street_segments_count': 170, 'node_density_km': 15.616424887237942, 'intersection_density_km': 13.49259110257358, 'edge_density_km': 9529.051141339858, 'street_density_km': 4780.486368958776, 'circuity_avg': 1.0315205575354798, 'self_loop_proportion': 0.006042296072507553, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0315205575354798\n", - "6485\n", - "22031190.45392989\n", - "{'n': 480, 'm': 1140, 'k_avg': 4.75, 'intersection_count': 333, 'streets_per_node_avg': 2.475, 'streets_per_node_counts': {0: 0, 1: 147, 2: 0, 3: 291, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30625, 2: 0.0, 3: 0.60625, 4: 0.0875}, 'edge_length_total': 138598.19500000007, 'edge_length_avg': 121.57736403508778, 'street_length_total': 69403.55200000005, 'street_length_avg': 121.5473765323994, 'street_segments_count': 571, 'node_density_km': 21.787292929256044, 'intersection_density_km': 15.11493446967138, 'edge_density_km': 6290.998904023233, 'street_density_km': 3150.240661989282, 'circuity_avg': 1.0832707747507233, 'self_loop_proportion': 0.0017543859649122807, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0832707747507233\n", - "6486\n", - "34998333.98060448\n", - "{'n': 1510, 'm': 3763, 'k_avg': 4.984105960264901, 'intersection_count': 1182, 'streets_per_node_avg': 2.7456953642384105, 'streets_per_node_counts': {0: 0, 1: 328, 2: 4, 3: 903, 4: 274, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21721854304635763, 2: 0.0026490066225165563, 3: 0.5980132450331126, 4: 0.1814569536423841, 5: 0.0006622516556291391}, 'edge_length_total': 505286.64800000086, 'edge_length_avg': 134.27761041722053, 'street_length_total': 271306.73699999985, 'street_length_avg': 132.40933967789158, 'street_segments_count': 2049, 'node_density_km': 43.14491086452338, 'intersection_density_km': 33.773036186666644, 'edge_density_km': 14437.448601982675, 'street_density_km': 7751.990056165352, 'circuity_avg': 1.0591434296306377, 'self_loop_proportion': 0.0037204358224820623, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0591434296306377\n", - "6487\n", - "9012950.17319008\n", - "{'n': 222, 'm': 534, 'k_avg': 4.8108108108108105, 'intersection_count': 161, 'streets_per_node_avg': 2.545045045045045, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 140, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2747747747747748, 2: 0.0, 3: 0.6306306306306306, 4: 0.0945945945945946}, 'edge_length_total': 88667.26699999998, 'edge_length_avg': 166.04357116104865, 'street_length_total': 44709.28399999996, 'street_length_avg': 166.2055167286244, 'street_segments_count': 269, 'node_density_km': 24.63122459728682, 'intersection_density_km': 17.863185406140442, 'edge_density_km': 9837.762918489178, 'street_density_km': 4960.5604314769425, 'circuity_avg': 1.0584116184387462, 'self_loop_proportion': 0.00749063670411985, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0584116184387462\n", - "6488\n", - "13990691.238005249\n", - "{'n': 508, 'm': 1393, 'k_avg': 5.484251968503937, 'intersection_count': 404, 'streets_per_node_avg': 2.840551181102362, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 277, 4: 127}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2047244094488189, 2: 0.0, 3: 0.5452755905511811, 4: 0.25}, 'edge_length_total': 212916.84200000015, 'edge_length_avg': 152.84769705671224, 'street_length_total': 106614.70400000009, 'street_length_avg': 152.08944935806002, 'street_segments_count': 701, 'node_density_km': 36.30985712986323, 'intersection_density_km': 28.876343071780997, 'edge_density_km': 15218.464790475728, 'street_density_km': 7620.4028940603575, 'circuity_avg': 1.0437710778993932, 'self_loop_proportion': 0.002871500358937545, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0437710778993932\n", - "6489\n", - "6008335.236791488\n", - "{'n': 209, 'm': 544, 'k_avg': 5.205741626794258, 'intersection_count': 170, 'streets_per_node_avg': 2.770334928229665, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 140, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18660287081339713, 2: 0.0, 3: 0.6698564593301436, 4: 0.14354066985645933}, 'edge_length_total': 85761.68800000001, 'edge_length_avg': 157.6501617647059, 'street_length_total': 42880.844000000005, 'street_length_avg': 157.6501617647059, 'street_segments_count': 272, 'node_density_km': 34.785009784442074, 'intersection_density_km': 28.294027097393077, 'edge_density_km': 14273.78543641277, 'street_density_km': 7136.892718206385, 'circuity_avg': 1.0550034915789746, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0550034915789746\n", - "6490\n", - "20007448.63403033\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1013, 'm': 2719, 'k_avg': 5.368213228035538, 'intersection_count': 808, 'streets_per_node_avg': 2.76604146100691, 'streets_per_node_counts': {0: 0, 1: 205, 2: 0, 3: 636, 4: 171, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20236920039486672, 2: 0.0, 3: 0.6278381046396841, 4: 0.1688055281342547, 5: 0.0009871668311944718}, 'edge_length_total': 356069.05499999947, 'edge_length_avg': 130.95588635527747, 'street_length_total': 179944.07400000028, 'street_length_avg': 130.20555282199732, 'street_segments_count': 1382, 'node_density_km': 50.63114335712977, 'intersection_density_km': 40.38495936086955, 'edge_density_km': 17796.82464831461, 'street_density_km': 8993.854103613014, 'circuity_avg': 1.0664825099167712, 'self_loop_proportion': 0.004413387274733358, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0664825099167712\n", - "6491\n", - "6008116.612019506\n", - "{'n': 129, 'm': 299, 'k_avg': 4.635658914728682, 'intersection_count': 103, 'streets_per_node_avg': 2.7131782945736433, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 89, 4: 13, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20155038759689922, 2: 0.0, 3: 0.689922480620155, 4: 0.10077519379844961, 5: 0.007751937984496124}, 'edge_length_total': 48901.68099999999, 'edge_length_avg': 163.5507725752508, 'street_length_total': 25820.696000000014, 'street_length_avg': 158.40917791411053, 'street_segments_count': 163, 'node_density_km': 21.470954765080577, 'intersection_density_km': 17.143475510103098, 'edge_density_km': 8139.269617731784, 'street_density_km': 4297.63562650308, 'circuity_avg': 1.0694640410746319, 'self_loop_proportion': 0.006688963210702341, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0694640410746319\n", - "6492\n", - "10002416.328723423\n", - "{'n': 91, 'm': 256, 'k_avg': 5.626373626373627, 'intersection_count': 79, 'streets_per_node_avg': 3.043956043956044, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 51, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13186813186813187, 2: 0.0, 3: 0.5604395604395604, 4: 0.3076923076923077}, 'edge_length_total': 82740.16, 'edge_length_avg': 323.20375, 'street_length_total': 41370.07999999998, 'street_length_avg': 323.20374999999984, 'street_segments_count': 128, 'node_density_km': 9.09780167204998, 'intersection_density_km': 7.898091561449983, 'edge_density_km': 8272.01720872179, 'street_density_km': 4136.0086043608935, 'circuity_avg': 1.0706762461088681, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0706762461088681\n", - "6493\n", - "6008183.820717297\n", - "{'n': 181, 'm': 428, 'k_avg': 4.7292817679558015, 'intersection_count': 133, 'streets_per_node_avg': 2.5359116022099446, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 121, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26519337016574585, 2: 0.0, 3: 0.6685082872928176, 4: 0.06629834254143646}, 'edge_length_total': 57182.59800000001, 'edge_length_avg': 133.60420093457947, 'street_length_total': 28591.299000000006, 'street_length_avg': 133.60420093457947, 'street_segments_count': 214, 'node_density_km': 30.125576280785467, 'intersection_density_km': 22.136473178698715, 'edge_density_km': 9517.451480566247, 'street_density_km': 4758.725740283124, 'circuity_avg': 1.0571453570751412, 'self_loop_proportion': 0.004672897196261682, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571453570751412\n", - "6494\n", - "6993876.7330527045\n", - "{'n': 91, 'm': 246, 'k_avg': 5.406593406593407, 'intersection_count': 73, 'streets_per_node_avg': 2.89010989010989, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 47, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1978021978021978, 2: 0.0, 3: 0.5164835164835165, 4: 0.2857142857142857}, 'edge_length_total': 58856.352000000006, 'edge_length_avg': 239.25346341463418, 'street_length_total': 29428.176000000018, 'street_length_avg': 239.2534634146343, 'street_segments_count': 123, 'node_density_km': 13.011381737676137, 'intersection_density_km': 10.437701833520418, 'edge_density_km': 8415.411687461961, 'street_density_km': 4207.705843730982, 'circuity_avg': 1.0241513957700115, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0241513957700115\n", - "6495\n", - "9016126.965020798\n", - "{'n': 881, 'm': 2314, 'k_avg': 5.2531214528944385, 'intersection_count': 701, 'streets_per_node_avg': 2.699205448354143, 'streets_per_node_counts': {0: 0, 1: 180, 2: 0, 3: 607, 4: 93, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2043132803632236, 2: 0.0, 3: 0.6889897843359818, 4: 0.10556186152099886, 5: 0.0011350737797956867}, 'edge_length_total': 194287.4570000003, 'edge_length_avg': 83.9617359550563, 'street_length_total': 97533.64600000002, 'street_length_avg': 83.71986781115882, 'street_segments_count': 1165, 'node_density_km': 97.71379700152302, 'intersection_density_km': 77.74957059939572, 'edge_density_km': 21548.882103564312, 'street_density_km': 10817.687725382984, 'circuity_avg': 1.0492418180045553, 'self_loop_proportion': 0.001728608470181504, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0492418180045553\n", - "6496\n", - "7990163.9004491335\n", - "{'n': 151, 'm': 450, 'k_avg': 5.960264900662252, 'intersection_count': 143, 'streets_per_node_avg': 3.1125827814569536, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 110, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.052980132450331126, 2: 0.0, 3: 0.7284768211920529, 4: 0.2185430463576159}, 'edge_length_total': 78411.6840000001, 'edge_length_avg': 174.24818666666687, 'street_length_total': 39205.84199999999, 'street_length_avg': 174.2481866666666, 'street_segments_count': 225, 'node_density_km': 18.898235615856663, 'intersection_density_km': 17.89700458985101, 'edge_density_km': 9813.526352768873, 'street_density_km': 4906.763176384429, 'circuity_avg': 1.0502089547314528, 'self_loop_proportion': 0.0044444444444444444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0502089547314528\n", - "6497\n", - "21046939.27064666\n", - "{'n': 2059, 'm': 5833, 'k_avg': 5.665857212238951, 'intersection_count': 1703, 'streets_per_node_avg': 2.8926663428848958, 'streets_per_node_counts': {0: 0, 1: 356, 2: 0, 3: 1221, 4: 474, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1728994657600777, 2: 0.0, 3: 0.5930063137445362, 4: 0.23020883924235067, 5: 0.003399708596406022, 6: 0.00048567265662943174}, 'edge_length_total': 502684.5540000025, 'edge_length_avg': 86.1794195096867, 'street_length_total': 254093.95500000005, 'street_length_avg': 85.98780203045686, 'street_segments_count': 2955, 'node_density_km': 97.82895144623743, 'intersection_density_km': 80.91437800531439, 'edge_density_km': 23883.97417486147, 'street_density_km': 12072.72714253397, 'circuity_avg': 1.0613151091638133, 'self_loop_proportion': 0.002571575518601063, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0613151091638133\n", - "6498\n", - "6992003.512561388\n", - "{'n': 145, 'm': 428, 'k_avg': 5.903448275862069, 'intersection_count': 120, 'streets_per_node_avg': 3.013793103448276, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 68, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1724137931034483, 2: 0.0, 3: 0.4689655172413793, 4: 0.3586206896551724}, 'edge_length_total': 64582.082000000024, 'edge_length_avg': 150.89271495327108, 'street_length_total': 32291.041, 'street_length_avg': 150.89271495327102, 'street_segments_count': 214, 'node_density_km': 20.73797585191458, 'intersection_density_km': 17.162462773998275, 'edge_density_km': 9236.563151602537, 'street_density_km': 4618.281575801267, 'circuity_avg': 1.055798923738991, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055798923738991\n", - "6499\n", - "7015880.223501847\n", - "{'n': 562, 'm': 1504, 'k_avg': 5.352313167259786, 'intersection_count': 442, 'streets_per_node_avg': 2.713523131672598, 'streets_per_node_counts': {0: 0, 1: 120, 2: 0, 3: 369, 4: 67, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21352313167259787, 2: 0.0, 3: 0.6565836298932385, 4: 0.11921708185053381, 5: 0.010676156583629894}, 'edge_length_total': 111248.2740000001, 'edge_length_avg': 73.96826728723411, 'street_length_total': 55624.13699999999, 'street_length_avg': 73.96826728723403, 'street_segments_count': 752, 'node_density_km': 80.10399010482081, 'intersection_density_km': 62.99993527816868, 'edge_density_km': 15856.638148886837, 'street_density_km': 7928.31907444341, 'circuity_avg': 1.1065663304180429, 'self_loop_proportion': 0.003989361702127659, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1065663304180429\n", - "6500\n", - "9994399.546340514\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 657, 'm': 1418, 'k_avg': 4.316590563165906, 'intersection_count': 385, 'streets_per_node_avg': 2.197869101978691, 'streets_per_node_counts': {0: 0, 1: 272, 2: 0, 3: 368, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4140030441400304, 2: 0.0, 3: 0.5601217656012176, 4: 0.0258751902587519}, 'edge_length_total': 131910.5100000001, 'edge_length_avg': 93.02574753173491, 'street_length_total': 65955.25500000003, 'street_length_avg': 93.02574753173488, 'street_segments_count': 709, 'node_density_km': 65.73681559894841, 'intersection_density_km': 38.52157382891193, 'edge_density_km': 13198.44272668683, 'street_density_km': 6599.221363343413, 'circuity_avg': 1.0358356887762292, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0358356887762292\n", - "6501\n", - "10015384.117800254\n", - "{'n': 661, 'm': 1651, 'k_avg': 4.995461422087746, 'intersection_count': 492, 'streets_per_node_avg': 2.6021180030257187, 'streets_per_node_counts': {0: 0, 1: 169, 2: 0, 3: 417, 4: 75}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2556732223903177, 2: 0.0, 3: 0.6308623298033282, 4: 0.11346444780635401}, 'edge_length_total': 167521.99400000056, 'edge_length_avg': 101.4669860690494, 'street_length_total': 83940.8149999999, 'street_length_avg': 101.50038089480036, 'street_segments_count': 827, 'node_density_km': 65.99846718062571, 'intersection_density_km': 49.12442640373351, 'edge_density_km': 16726.467205812427, 'street_density_km': 8381.187781985578, 'circuity_avg': 1.0805474434263835, 'self_loop_proportion': 0.0036341611144760752, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0805474434263835\n", - "6502\n", - "11986702.124326156\n", - "{'n': 303, 'm': 844, 'k_avg': 5.570957095709571, 'intersection_count': 251, 'streets_per_node_avg': 2.897689768976898, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 178, 4: 73}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1716171617161716, 2: 0.0, 3: 0.5874587458745875, 4: 0.24092409240924093}, 'edge_length_total': 144424.3150000001, 'edge_length_avg': 171.11885663507118, 'street_length_total': 72260.21400000008, 'street_length_avg': 170.4250330188681, 'street_segments_count': 424, 'node_density_km': 25.278011988391967, 'intersection_density_km': 20.939871317116776, 'edge_density_km': 12048.71143889538, 'street_density_km': 6028.364870547099, 'circuity_avg': 1.0168111473958816, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0168111473958816\n", - "6503\n", - "35063814.43360309\n", - "{'n': 3675, 'm': 9741, 'k_avg': 5.301224489795918, 'intersection_count': 2882, 'streets_per_node_avg': 2.692517006802721, 'streets_per_node_counts': {0: 0, 1: 793, 2: 0, 3: 2438, 4: 433, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21578231292517006, 2: 0.0, 3: 0.6634013605442177, 4: 0.11782312925170069, 5: 0.0027210884353741495, 6: 0.00027210884353741496}, 'edge_length_total': 804535.3310000037, 'edge_length_avg': 82.5926836053797, 'street_length_total': 404108.6739999993, 'street_length_avg': 82.60602493867525, 'street_segments_count': 4892, 'node_density_km': 104.80890511666912, 'intersection_density_km': 82.19299715543957, 'edge_density_km': 22944.889025792487, 'street_density_km': 11524.949025874532, 'circuity_avg': 1.086837105959132, 'self_loop_proportion': 0.004414331177497177, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.086837105959132\n", - "6504\n", - "9991701.844817653\n", - "{'n': 128, 'm': 396, 'k_avg': 6.1875, 'intersection_count': 110, 'streets_per_node_avg': 3.171875, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 52, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.140625, 2: 0.0, 3: 0.40625, 4: 0.453125}, 'edge_length_total': 103459.13400000006, 'edge_length_avg': 261.2604393939396, 'street_length_total': 51729.567, 'street_length_avg': 261.2604393939394, 'street_segments_count': 198, 'node_density_km': 12.810630459954039, 'intersection_density_km': 11.009135551523004, 'edge_density_km': 10354.505729538027, 'street_density_km': 5177.252864769011, 'circuity_avg': 1.013098281877715, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.013098281877715\n", - "6505\n", - "13028176.912038704\n", - "{'n': 987, 'm': 2720, 'k_avg': 5.511651469098277, 'intersection_count': 830, 'streets_per_node_avg': 2.88855116514691, 'streets_per_node_counts': {0: 0, 1: 157, 2: 0, 3: 634, 4: 188, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1590678824721378, 2: 0.0, 3: 0.6423505572441742, 4: 0.19047619047619047, 5: 0.008105369807497468}, 'edge_length_total': 148078.23900000044, 'edge_length_avg': 54.44052904411781, 'street_length_total': 78554.05500000011, 'street_length_avg': 56.55439524838021, 'street_segments_count': 1389, 'node_density_km': 75.75887299227271, 'intersection_density_km': 63.708069486916266, 'edge_density_km': 11365.998481580991, 'street_density_km': 6029.550836649457, 'circuity_avg': 1.1003650641480693, 'self_loop_proportion': 0.0029411764705882353, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1003650641480693\n", - "6506\n", - "7990792.273219795\n", - "{'n': 45, 'm': 114, 'k_avg': 5.066666666666666, 'intersection_count': 27, 'streets_per_node_avg': 2.577777777777778, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 10, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.2222222222222222, 4: 0.37777777777777777}, 'edge_length_total': 43118.34200000001, 'edge_length_avg': 378.2310701754387, 'street_length_total': 21559.17100000001, 'street_length_avg': 378.2310701754388, 'street_segments_count': 57, 'node_density_km': 5.631481643042109, 'intersection_density_km': 3.3788889858252653, 'edge_density_km': 5396.003365586926, 'street_density_km': 2698.0016827934633, 'circuity_avg': 1.0025249608382198, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0025249608382198\n", - "6507\n", - "11015588.9619509\n", - "{'n': 356, 'm': 894, 'k_avg': 5.022471910112359, 'intersection_count': 274, 'streets_per_node_avg': 2.6601123595505616, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 231, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2303370786516854, 2: 0.0, 3: 0.648876404494382, 4: 0.12078651685393259}, 'edge_length_total': 146086.71400000027, 'edge_length_avg': 163.40795749440747, 'street_length_total': 73043.35699999999, 'street_length_avg': 163.40795749440713, 'street_segments_count': 447, 'node_density_km': 32.317836225522264, 'intersection_density_km': 24.873840240991854, 'edge_density_km': 13261.816004990784, 'street_density_km': 6630.908002495379, 'circuity_avg': 1.0522098777200701, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0522098777200701\n", - "6508\n", - "5993472.293673487\n", - "{'n': 192, 'm': 558, 'k_avg': 5.8125, 'intersection_count': 159, 'streets_per_node_avg': 2.9635416666666665, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 100, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.171875, 2: 0.0, 3: 0.5208333333333334, 4: 0.3072916666666667}, 'edge_length_total': 91654.03999999995, 'edge_length_avg': 164.25455197132607, 'street_length_total': 45827.02000000003, 'street_length_avg': 164.2545519713263, 'street_segments_count': 279, 'node_density_km': 32.03485235139385, 'intersection_density_km': 26.52886210349803, 'edge_density_km': 15292.310618795544, 'street_density_km': 7646.155309397782, 'circuity_avg': 1.0499329568119125, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0499329568119125\n", - "6509\n", - "13019643.240200616\n", - "{'n': 516, 'm': 1280, 'k_avg': 4.961240310077519, 'intersection_count': 370, 'streets_per_node_avg': 2.5775193798449614, 'streets_per_node_counts': {0: 0, 1: 146, 2: 0, 3: 296, 4: 74}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28294573643410853, 2: 0.0, 3: 0.5736434108527132, 4: 0.1434108527131783}, 'edge_length_total': 168908.9680000002, 'edge_length_avg': 131.96013125000016, 'street_length_total': 84454.48399999998, 'street_length_avg': 131.96013124999996, 'street_segments_count': 640, 'node_density_km': 39.63242236981979, 'intersection_density_km': 28.418597435723495, 'edge_density_km': 12973.394499663535, 'street_density_km': 6486.697249831758, 'circuity_avg': 1.0638693416912213, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0638693416912213\n", - "6510\n", - "7993176.749730902\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 79, 'm': 246, 'k_avg': 6.227848101265823, 'intersection_count': 73, 'streets_per_node_avg': 3.3164556962025316, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 36, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0759493670886076, 2: 0.0, 3: 0.45569620253164556, 4: 0.46835443037974683}, 'edge_length_total': 67132.16000000003, 'edge_length_avg': 272.89495934959365, 'street_length_total': 33566.079999999994, 'street_length_avg': 272.8949593495935, 'street_segments_count': 123, 'node_density_km': 9.883429639243198, 'intersection_density_km': 9.13278941347789, 'edge_density_km': 8398.683289752113, 'street_density_km': 4199.341644876054, 'circuity_avg': 1.009610253104202, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.009610253104202\n", - "6511\n", - "11014968.4735536\n", - "{'n': 548, 'm': 1404, 'k_avg': 5.124087591240876, 'intersection_count': 431, 'streets_per_node_avg': 2.664233576642336, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 382, 4: 48, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21350364963503649, 2: 0.0, 3: 0.6970802919708029, 4: 0.08759124087591241, 5: 0.0018248175182481751}, 'edge_length_total': 144178.778, 'edge_length_avg': 102.69143732193731, 'street_length_total': 72206.22299999994, 'street_length_avg': 102.56565767045446, 'street_segments_count': 704, 'node_density_km': 49.75048283757881, 'intersection_density_km': 39.128573180650484, 'edge_density_km': 13089.350037284827, 'street_density_km': 6555.281857897601, 'circuity_avg': 1.0775163029820822, 'self_loop_proportion': 0.002849002849002849, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0775163029820822\n", - "6512\n", - "12990655.08883699\n", - "{'n': 171, 'm': 508, 'k_avg': 5.941520467836257, 'intersection_count': 157, 'streets_per_node_avg': 3.198830409356725, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 95, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08187134502923976, 2: 0.0, 3: 0.5555555555555556, 4: 0.36257309941520466}, 'edge_length_total': 90535.56400000001, 'edge_length_avg': 178.21961417322836, 'street_length_total': 45267.782, 'street_length_avg': 178.21961417322834, 'street_segments_count': 254, 'node_density_km': 13.163308457549777, 'intersection_density_km': 12.08561068909541, 'edge_density_km': 6969.283949182686, 'street_density_km': 3484.6419745913427, 'circuity_avg': 1.012745264448255, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.012745264448255\n", - "6513\n", - "139299196.76342106\n", - "{'n': 26105, 'm': 71665, 'k_avg': 5.490519057651791, 'intersection_count': 20986, 'streets_per_node_avg': 2.8097682436314884, 'streets_per_node_counts': {0: 0, 1: 5119, 2: 10, 3: 15849, 4: 4980, 5: 140, 6: 6, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1960927025474047, 2: 0.0003830683777054204, 3: 0.6071250718253208, 4: 0.19076805209729936, 5: 0.005362957287875886, 6: 0.00022984102662325224, 7: 3.830683777054204e-05}, 'edge_length_total': 4140216.67199998, 'edge_length_avg': 57.77180872113277, 'street_length_total': 2118439.2789999987, 'street_length_avg': 57.94735157831388, 'street_segments_count': 36558, 'node_density_km': 187.40237278134097, 'intersection_density_km': 150.65413503885162, 'edge_density_km': 29721.755531954153, 'street_density_km': 15207.835567048189, 'circuity_avg': 1.0898434764948843, 'self_loop_proportion': 0.0037535756645503382, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0898434764948843\n", - "6514\n", - "30980899.844098814\n", - "{'n': 1358, 'm': 3679, 'k_avg': 5.418262150220913, 'intersection_count': 1074, 'streets_per_node_avg': 2.7938144329896906, 'streets_per_node_counts': {0: 0, 1: 284, 2: 0, 3: 796, 4: 273, 5: 2, 6: 2, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20913107511045656, 2: 0.0, 3: 0.5861561119293078, 4: 0.20103092783505155, 5: 0.0014727540500736377, 6: 0.0014727540500736377, 7: 0.0, 8: 0.0007363770250368188}, 'edge_length_total': 503041.582, 'edge_length_avg': 136.73323783636857, 'street_length_total': 254069.4180000005, 'street_length_avg': 136.3764991948473, 'street_segments_count': 1863, 'node_density_km': 43.833458899957336, 'intersection_density_km': 34.666520514399245, 'edge_density_km': 16237.152068900234, 'street_density_km': 8200.840494579605, 'circuity_avg': 1.0481247106584157, 'self_loop_proportion': 0.0016308779559662953, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0481247106584157\n", - "6515\n", - "30045433.051948488\n", - "{'n': 2063, 'm': 5121, 'k_avg': 4.964614638875424, 'intersection_count': 1461, 'streets_per_node_avg': 2.591371788657295, 'streets_per_node_counts': {0: 0, 1: 602, 2: 0, 3: 1111, 4: 340, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2918080465341735, 2: 0.0, 3: 0.538536112457586, 4: 0.16480853126514786, 5: 0.004362578768783325, 6: 0.0004847309743092584}, 'edge_length_total': 421979.129000001, 'edge_length_avg': 82.4017045498928, 'street_length_total': 215710.95100000012, 'street_length_avg': 81.33897096530924, 'street_segments_count': 2652, 'node_density_km': 68.66268149415845, 'intersection_density_km': 48.62635853754992, 'edge_density_km': 14044.7011787249, 'street_density_km': 7179.492158659732, 'circuity_avg': 1.0685628151463784, 'self_loop_proportion': 0.002148017965241164, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0685628151463784\n", - "6516\n", - "10001185.528235396\n", - "{'n': 191, 'm': 568, 'k_avg': 5.947643979057592, 'intersection_count': 184, 'streets_per_node_avg': 3.1465968586387434, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 142, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03664921465968586, 2: 0.0, 3: 0.743455497382199, 4: 0.2198952879581152}, 'edge_length_total': 114381.14600000023, 'edge_length_avg': 201.3752570422539, 'street_length_total': 57190.57300000001, 'street_length_avg': 201.37525704225357, 'street_segments_count': 284, 'node_density_km': 19.097735909484715, 'intersection_density_km': 18.39781888662402, 'edge_density_km': 11436.75873995926, 'street_density_km': 5718.37936997962, 'circuity_avg': 1.0294388633062646, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0294388633062646\n", - "6517\n", - "9014619.508478917\n", - "{'n': 250, 'm': 648, 'k_avg': 5.184, 'intersection_count': 198, 'streets_per_node_avg': 2.708, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 167, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.208, 2: 0.0, 3: 0.668, 4: 0.124}, 'edge_length_total': 119108.09599999979, 'edge_length_avg': 183.80879012345645, 'street_length_total': 59554.047999999944, 'street_length_avg': 183.80879012345662, 'street_segments_count': 324, 'node_density_km': 27.732729014780546, 'intersection_density_km': 21.964321379706192, 'edge_density_km': 13212.770199337841, 'street_density_km': 6606.385099668927, 'circuity_avg': 1.056730863707183, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056730863707183\n", - "6518\n", - "31966002.38611047\n", - "{'n': 1107, 'm': 3110, 'k_avg': 5.618789521228545, 'intersection_count': 934, 'streets_per_node_avg': 2.9006323396567297, 'streets_per_node_counts': {0: 0, 1: 173, 2: 0, 3: 700, 4: 232, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15627822944896116, 2: 0.0, 3: 0.6323396567299007, 4: 0.20957542908762422, 5: 0.0018066847335140017}, 'edge_length_total': 438273.69600000023, 'edge_length_avg': 140.92401800643094, 'street_length_total': 222012.98600000044, 'street_length_avg': 139.45539321608067, 'street_segments_count': 1592, 'node_density_km': 34.630542369007706, 'intersection_density_km': 29.218542522721947, 'edge_density_km': 13710.619510884922, 'street_density_km': 6945.284659569042, 'circuity_avg': 1.0605534397657599, 'self_loop_proportion': 0.0045016077170418, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0605534397657599\n", - "6519\n", - "11019488.812995018\n", - "{'n': 519, 'm': 1350, 'k_avg': 5.202312138728324, 'intersection_count': 407, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 356, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21579961464354527, 2: 0.0, 3: 0.6859344894026975, 4: 0.09826589595375723}, 'edge_length_total': 169896.0359999998, 'edge_length_avg': 125.8489155555554, 'street_length_total': 85486.75999999994, 'street_length_avg': 125.71582352941167, 'street_segments_count': 680, 'node_density_km': 47.098373509663695, 'intersection_density_km': 36.93456265594051, 'edge_density_km': 15417.778345547707, 'street_density_km': 7757.779099443112, 'circuity_avg': 1.0704040942225233, 'self_loop_proportion': 0.002962962962962963, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0704040942225233\n", - "6520\n", - "19004851.235544182\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 856, 'm': 2153, 'k_avg': 5.030373831775701, 'intersection_count': 627, 'streets_per_node_avg': 2.6039719626168223, 'streets_per_node_counts': {0: 0, 1: 229, 2: 0, 3: 509, 4: 117, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2675233644859813, 2: 0.0, 3: 0.594626168224299, 4: 0.1366822429906542, 5: 0.0011682242990654205}, 'edge_length_total': 265420.2710000006, 'edge_length_avg': 123.2792712494197, 'street_length_total': 133785.43100000007, 'street_length_avg': 122.17847579908683, 'street_segments_count': 1095, 'node_density_km': 45.04113130857082, 'intersection_density_km': 32.991576320647084, 'edge_density_km': 13965.922053817148, 'street_density_km': 7039.541080426104, 'circuity_avg': 1.06739894487635, 'self_loop_proportion': 0.0009289363678588017, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06739894487635\n", - "6521\n", - "5006473.952177677\n", - "{'n': 221, 'm': 572, 'k_avg': 5.176470588235294, 'intersection_count': 181, 'streets_per_node_avg': 2.83710407239819, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 140, 4: 39, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18099547511312217, 2: 0.0, 3: 0.6334841628959276, 4: 0.17647058823529413, 5: 0.004524886877828055, 6: 0.004524886877828055}, 'edge_length_total': 57201.176, 'edge_length_avg': 100.00205594405594, 'street_length_total': 29971.799999999996, 'street_length_avg': 99.57408637873753, 'street_segments_count': 301, 'node_density_km': 44.142844267445184, 'intersection_density_km': 36.15318919641438, 'edge_density_km': 11425.441647433136, 'street_density_km': 5986.608596448024, 'circuity_avg': 1.0437069660483598, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0437069660483598\n", - "6522\n", - "33967581.20710242\n", - "{'n': 2145, 'm': 6171, 'k_avg': 5.753846153846154, 'intersection_count': 1828, 'streets_per_node_avg': 2.9407925407925406, 'streets_per_node_counts': {0: 0, 1: 317, 2: 0, 3: 1326, 4: 497, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14778554778554778, 2: 0.0, 3: 0.6181818181818182, 4: 0.2317016317016317, 5: 0.002331002331002331}, 'edge_length_total': 703768.9240000017, 'edge_length_avg': 114.04455096418761, 'street_length_total': 353422.0310000013, 'street_length_avg': 113.67707655194639, 'street_segments_count': 3109, 'node_density_km': 63.14844695363511, 'intersection_density_km': 53.81601912878554, 'edge_density_km': 20718.841288965486, 'street_density_km': 10404.68642277369, 'circuity_avg': 1.0456762480150035, 'self_loop_proportion': 0.0009722897423432182, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456762480150035\n", - "6523\n", - "14029106.175838696\n", - "{'n': 486, 'm': 1251, 'k_avg': 5.148148148148148, 'intersection_count': 373, 'streets_per_node_avg': 2.6872427983539096, 'streets_per_node_counts': {0: 0, 1: 113, 2: 0, 3: 301, 4: 70, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23251028806584362, 2: 0.0, 3: 0.6193415637860082, 4: 0.1440329218106996, 5: 0.00411522633744856}, 'edge_length_total': 195297.67600000015, 'edge_length_avg': 156.11325019984025, 'street_length_total': 98029.62799999988, 'street_length_avg': 154.1346352201256, 'street_segments_count': 636, 'node_density_km': 34.64226401230054, 'intersection_density_km': 26.587581227547528, 'edge_density_km': 13920.892290083817, 'street_density_km': 6987.58900041894, 'circuity_avg': 1.115576086167696, 'self_loop_proportion': 0.004796163069544364, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.115576086167696\n", - "6524\n", - "14990334.48935743\n", - "{'n': 468, 'm': 1048, 'k_avg': 4.478632478632479, 'intersection_count': 292, 'streets_per_node_avg': 2.2948717948717947, 'streets_per_node_counts': {0: 0, 1: 176, 2: 0, 3: 270, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37606837606837606, 2: 0.0, 3: 0.5769230769230769, 4: 0.04700854700854701}, 'edge_length_total': 124931.1919999998, 'edge_length_avg': 119.20915267175555, 'street_length_total': 62465.59600000001, 'street_length_avg': 119.20915267175575, 'street_segments_count': 524, 'node_density_km': 31.220117225020047, 'intersection_density_km': 19.47921843954242, 'edge_density_km': 8334.116366028806, 'street_density_km': 4167.05818301441, 'circuity_avg': 1.0511383977897661, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0511383977897661\n", - "6525\n", - "34044745.53676512\n", - "{'n': 1108, 'm': 2939, 'k_avg': 5.305054151624549, 'intersection_count': 860, 'streets_per_node_avg': 2.723826714801444, 'streets_per_node_counts': {0: 0, 1: 248, 2: 1, 3: 670, 4: 187, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22382671480144403, 2: 0.0009025270758122744, 3: 0.6046931407942239, 4: 0.16877256317689532, 5: 0.0018050541516245488}, 'edge_length_total': 406858.06499999895, 'edge_length_avg': 138.43418339571247, 'street_length_total': 205536.98800000013, 'street_length_avg': 137.85176928236092, 'street_segments_count': 1491, 'node_density_km': 32.54540407134088, 'intersection_density_km': 25.260873196167115, 'edge_density_km': 11950.686033491733, 'street_density_km': 6037.260222081541, 'circuity_avg': 1.067216569829476, 'self_loop_proportion': 0.003402517863218782, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067216569829476\n", - "6526\n", - "7995122.932571985\n", - "{'n': 238, 'm': 552, 'k_avg': 4.638655462184874, 'intersection_count': 159, 'streets_per_node_avg': 2.399159663865546, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 145, 4: 13, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3319327731092437, 2: 0.0, 3: 0.6092436974789915, 4: 0.0546218487394958, 5: 0.004201680672268907}, 'edge_length_total': 64526.63199999997, 'edge_length_avg': 116.89607246376806, 'street_length_total': 32263.316000000006, 'street_length_avg': 116.89607246376814, 'street_segments_count': 276, 'node_density_km': 29.768147657916845, 'intersection_density_km': 19.88712385549907, 'edge_density_km': 8070.749198504459, 'street_density_km': 4035.374599252232, 'circuity_avg': 1.0599632002798083, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0599632002798083\n", - "6527\n", - "8010530.996192158\n", - "{'n': 46, 'm': 117, 'k_avg': 5.086956521739131, 'intersection_count': 39, 'streets_per_node_avg': 2.739130434782609, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 37, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15217391304347827, 2: 0.0, 3: 0.8043478260869565, 4: 0.043478260869565216}, 'edge_length_total': 38270.79399999999, 'edge_length_avg': 327.1008034188033, 'street_length_total': 19175.50000000001, 'street_length_avg': 325.0084745762714, 'street_segments_count': 59, 'node_density_km': 5.742440797228837, 'intersection_density_km': 4.868591110694013, 'edge_density_km': 4777.560191476968, 'street_density_km': 2393.786380592644, 'circuity_avg': 1.1685980986708273, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1685980986708273\n", - "6528\n", - "5996207.717810908\n", - "{'n': 179, 'm': 482, 'k_avg': 5.385474860335195, 'intersection_count': 147, 'streets_per_node_avg': 2.8379888268156424, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 112, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1787709497206704, 2: 0.0, 3: 0.6256983240223464, 4: 0.19553072625698323}, 'edge_length_total': 81367.61600000002, 'edge_length_avg': 168.81248132780087, 'street_length_total': 40683.808, 'street_length_avg': 168.8124813278008, 'street_segments_count': 241, 'node_density_km': 29.85220132856725, 'intersection_density_km': 24.515494945806623, 'edge_density_km': 13569.846114287991, 'street_density_km': 6784.923057143993, 'circuity_avg': 1.0428568406274643, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0428568406274643\n", - "6529\n", - "5010933.089100845\n", - "{'n': 259, 'm': 677, 'k_avg': 5.227799227799228, 'intersection_count': 219, 'streets_per_node_avg': 2.7915057915057915, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 193, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15444015444015444, 2: 0.0, 3: 0.7451737451737451, 4: 0.10038610038610038}, 'edge_length_total': 64861.21700000008, 'edge_length_avg': 95.80681979320543, 'street_length_total': 32833.581000000006, 'street_length_avg': 93.81023142857144, 'street_segments_count': 350, 'node_density_km': 51.68698032774462, 'intersection_density_km': 43.70443510338252, 'edge_density_km': 12943.939950241618, 'street_density_km': 6552.388630256409, 'circuity_avg': 1.0713750115219216, 'self_loop_proportion': 0.0029542097488921715, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0713750115219216\n", - "6530\n", - "11014885.373183489\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1813, 'm': 5415, 'k_avg': 5.973524544953117, 'intersection_count': 1631, 'streets_per_node_avg': 3.045780474351903, 'streets_per_node_counts': {0: 0, 1: 182, 2: 1, 3: 1208, 4: 400, 5: 18, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10038610038610038, 2: 0.0005515719801434088, 3: 0.6662989520132377, 4: 0.2206287920573635, 5: 0.009928295642581356, 6: 0.002206287920573635}, 'edge_length_total': 301226.1859999999, 'edge_length_avg': 55.62810452446905, 'street_length_total': 152860.97599999967, 'street_length_avg': 55.6870586520946, 'street_segments_count': 2745, 'node_density_km': 164.59544866566435, 'intersection_density_km': 148.07235343281772, 'edge_density_km': 27347.19207640201, 'street_density_km': 13877.672878208106, 'circuity_avg': 1.077945651077073, 'self_loop_proportion': 0.0016620498614958448, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077945651077073\n", - "6531\n", - "8992096.750270428\n", - "{'n': 243, 'm': 616, 'k_avg': 5.0699588477366255, 'intersection_count': 195, 'streets_per_node_avg': 2.674897119341564, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 178, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19753086419753085, 2: 0.0, 3: 0.7325102880658436, 4: 0.06995884773662552}, 'edge_length_total': 108104.67800000003, 'edge_length_avg': 175.49460714285718, 'street_length_total': 54052.339000000014, 'street_length_avg': 175.49460714285718, 'street_segments_count': 308, 'node_density_km': 27.023730587940126, 'intersection_density_km': 21.685709731063064, 'edge_density_km': 12022.188039374563, 'street_density_km': 6011.094019687282, 'circuity_avg': 1.0427304080025173, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0427304080025173\n", - "6532\n", - "5006447.088285655\n", - "{'n': 62, 'm': 136, 'k_avg': 4.387096774193548, 'intersection_count': 43, 'streets_per_node_avg': 2.435483870967742, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 40, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3064516129032258, 2: 0.0, 3: 0.6451612903225806, 4: 0.04838709677419355}, 'edge_length_total': 25366.36800000002, 'edge_length_avg': 186.51741176470603, 'street_length_total': 12683.184000000001, 'street_length_avg': 186.5174117647059, 'street_segments_count': 68, 'node_density_km': 12.38403181071679, 'intersection_density_km': 8.588925288077773, 'edge_density_km': 5066.740455392721, 'street_density_km': 2533.3702276963586, 'circuity_avg': 1.2071055903752053, 'self_loop_proportion': 0.029411764705882353, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2071055903752053\n", - "6533\n", - "21979671.290509924\n", - "{'n': 664, 'm': 1782, 'k_avg': 5.367469879518072, 'intersection_count': 529, 'streets_per_node_avg': 2.76355421686747, 'streets_per_node_counts': {0: 0, 1: 135, 2: 0, 3: 416, 4: 113}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2033132530120482, 2: 0.0, 3: 0.6265060240963856, 4: 0.17018072289156627}, 'edge_length_total': 216949.75100000008, 'edge_length_avg': 121.74509034792372, 'street_length_total': 109655.72700000001, 'street_length_avg': 121.30058296460179, 'street_segments_count': 904, 'node_density_km': 30.209732949313608, 'intersection_density_km': 24.067693870763403, 'edge_density_km': 9870.472953509165, 'street_density_km': 4988.961188302467, 'circuity_avg': 1.0468664908192349, 'self_loop_proportion': 0.004489337822671156, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0468664908192349\n", - "6534\n", - "8010978.175529299\n", - "{'n': 273, 'm': 754, 'k_avg': 5.523809523809524, 'intersection_count': 231, 'streets_per_node_avg': 2.8754578754578755, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 181, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0, 3: 0.663003663003663, 4: 0.18315018315018314}, 'edge_length_total': 107513.74600000003, 'edge_length_avg': 142.59117506631304, 'street_length_total': 53756.87300000002, 'street_length_avg': 142.59117506631304, 'street_segments_count': 377, 'node_density_km': 34.07823539376481, 'intersection_density_km': 28.835429948570223, 'edge_density_km': 13420.801261001614, 'street_density_km': 6710.400630500808, 'circuity_avg': 1.0558238049150073, 'self_loop_proportion': 0.005305039787798408, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0558238049150073\n", - "6535\n", - "19983369.756182317\n", - "{'n': 580, 'm': 1619, 'k_avg': 5.582758620689655, 'intersection_count': 481, 'streets_per_node_avg': 2.9948275862068967, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 288, 4: 191, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1706896551724138, 2: 0.0, 3: 0.496551724137931, 4: 0.3293103448275862, 5: 0.0034482758620689655}, 'edge_length_total': 291216.91800000006, 'edge_length_avg': 179.87456331068566, 'street_length_total': 150209.12899999984, 'street_length_avg': 178.18402016607337, 'street_segments_count': 843, 'node_density_km': 29.02413392118532, 'intersection_density_km': 24.07001451050024, 'edge_density_km': 14572.963496804907, 'street_density_km': 7516.706683242409, 'circuity_avg': 1.0191773024652597, 'self_loop_proportion': 0.0024706609017912293, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0191773024652597\n", - "6536\n", - "21027094.295402627\n", - "{'n': 514, 'm': 1291, 'k_avg': 5.023346303501945, 'intersection_count': 393, 'streets_per_node_avg': 2.6361867704280155, 'streets_per_node_counts': {0: 0, 1: 121, 2: 1, 3: 337, 4: 54, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23540856031128404, 2: 0.0019455252918287938, 3: 0.6556420233463035, 4: 0.10505836575875487, 5: 0.0019455252918287938}, 'edge_length_total': 183634.4770000003, 'edge_length_avg': 142.24204260263386, 'street_length_total': 94435.24599999994, 'street_length_avg': 143.73705631659047, 'street_segments_count': 657, 'node_density_km': 24.44465187528936, 'intersection_density_km': 18.69017157001696, 'edge_density_km': 8733.23125012809, 'street_density_km': 4491.122010169865, 'circuity_avg': 1.0892383613079306, 'self_loop_proportion': 0.0077459333849728895, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0892383613079306\n", - "6537\n", - "5993391.662108336\n", - "{'n': 142, 'm': 452, 'k_avg': 6.366197183098592, 'intersection_count': 115, 'streets_per_node_avg': 3.2253521126760565, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 29, 4: 86}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19014084507042253, 2: 0.0, 3: 0.20422535211267606, 4: 0.6056338028169014}, 'edge_length_total': 72891.07599999994, 'edge_length_avg': 161.26344247787597, 'street_length_total': 36445.538, 'street_length_avg': 161.2634424778761, 'street_segments_count': 226, 'node_density_km': 23.692761629071928, 'intersection_density_km': 19.187799910868108, 'edge_density_km': 12161.907665877214, 'street_density_km': 6080.953832938611, 'circuity_avg': 1.0085180263088096, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0085180263088096\n", - "6538\n", - "187279792.53074616\n", - "error with entry 6538\n", - "6539\n", - "16029698.875783067\n", - "{'n': 1207, 'm': 3183, 'k_avg': 5.274233637116819, 'intersection_count': 944, 'streets_per_node_avg': 2.6868268434134217, 'streets_per_node_counts': {0: 0, 1: 263, 2: 0, 3: 797, 4: 146, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21789560894780446, 2: 0.0, 3: 0.6603148301574151, 4: 0.12096106048053024, 5: 0.0008285004142502071}, 'edge_length_total': 324537.7470000006, 'edge_length_avg': 101.9597068803018, 'street_length_total': 162859.25899999996, 'street_length_avg': 101.91442991239046, 'street_segments_count': 1598, 'node_density_km': 75.29773387218646, 'intersection_density_km': 58.890688297716665, 'edge_density_km': 20246.028918877404, 'street_density_km': 10159.845188735282, 'circuity_avg': 1.092663230018002, 'self_loop_proportion': 0.005026704366949419, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.092663230018002\n", - "6540\n", - "6992150.786348937\n", - "{'n': 209, 'm': 672, 'k_avg': 6.430622009569378, 'intersection_count': 183, 'streets_per_node_avg': 3.272727272727273, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 74, 4: 109}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12440191387559808, 2: 0.0, 3: 0.35406698564593303, 4: 0.5215311004784688}, 'edge_length_total': 89116.97400000006, 'edge_length_avg': 132.61454464285723, 'street_length_total': 44558.487, 'street_length_avg': 132.61454464285714, 'street_segments_count': 336, 'node_density_km': 29.890659739209184, 'intersection_density_km': 26.172204460647276, 'edge_density_km': 12745.287783837097, 'street_density_km': 6372.643891918545, 'circuity_avg': 1.0254795686867368, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0254795686867368\n", - "6541\n", - "15028257.899148697\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 616, 'm': 1734, 'k_avg': 5.62987012987013, 'intersection_count': 509, 'streets_per_node_avg': 2.8766233766233764, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 372, 4: 136, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1737012987012987, 2: 0.0, 3: 0.6038961038961039, 4: 0.22077922077922077, 5: 0.0016233766233766235}, 'edge_length_total': 213345.72799999965, 'edge_length_avg': 123.03675201845424, 'street_length_total': 106672.86399999996, 'street_length_avg': 123.0367520184544, 'street_segments_count': 867, 'node_density_km': 40.98944828694312, 'intersection_density_km': 33.86952788645138, 'edge_density_km': 14196.304683597758, 'street_density_km': 7098.152341798888, 'circuity_avg': 1.0667122139051366, 'self_loop_proportion': 0.002306805074971165, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0667122139051366\n", - "6542\n", - "46964032.77456292\n", - "{'n': 1005, 'm': 2964, 'k_avg': 5.898507462686567, 'intersection_count': 895, 'streets_per_node_avg': 3.135323383084577, 'streets_per_node_counts': {0: 0, 1: 110, 2: 0, 3: 540, 4: 354, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10945273631840796, 2: 0.0, 3: 0.5373134328358209, 4: 0.3522388059701492, 5: 0.0009950248756218905}, 'edge_length_total': 595164.1270000009, 'edge_length_avg': 200.7976136977061, 'street_length_total': 301601.9569999999, 'street_length_avg': 198.29188494411562, 'street_segments_count': 1521, 'node_density_km': 21.399354796131075, 'intersection_density_km': 19.057136858246082, 'edge_density_km': 12672.76449313695, 'street_density_km': 6421.977398060165, 'circuity_avg': 1.0172127461665386, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0172127461665386\n", - "6543\n", - "119157389.19164038\n", - "error with entry 6543\n", - "6544\n", - "7990953.828445484\n", - "{'n': 41, 'm': 104, 'k_avg': 5.073170731707317, 'intersection_count': 31, 'streets_per_node_avg': 2.5853658536585367, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 28, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24390243902439024, 2: 0.0, 3: 0.6829268292682927, 4: 0.07317073170731707}, 'edge_length_total': 35854.76999999999, 'edge_length_avg': 344.75740384615375, 'street_length_total': 17927.384999999995, 'street_length_avg': 344.75740384615375, 'street_segments_count': 52, 'node_density_km': 5.130801764121307, 'intersection_density_km': 3.879386699701476, 'edge_density_km': 4486.919930930821, 'street_density_km': 2243.4599654654103, 'circuity_avg': 1.040387921134211, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040387921134211\n", - "6545\n", - "8012791.513696089\n", - "{'n': 232, 'm': 636, 'k_avg': 5.482758620689655, 'intersection_count': 189, 'streets_per_node_avg': 2.8060344827586206, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 148, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1853448275862069, 2: 0.0, 3: 0.6379310344827587, 4: 0.17672413793103448}, 'edge_length_total': 113664.05800000008, 'edge_length_avg': 178.71707232704415, 'street_length_total': 56832.02899999997, 'street_length_avg': 178.71707232704395, 'street_segments_count': 318, 'node_density_km': 28.953704786084533, 'intersection_density_km': 23.587285364525762, 'edge_density_km': 14185.325776381, 'street_density_km': 7092.662888190492, 'circuity_avg': 1.0467378856359162, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0467378856359162\n", - "6546\n", - "5993982.534309459\n", - "{'n': 93, 'm': 236, 'k_avg': 5.075268817204301, 'intersection_count': 65, 'streets_per_node_avg': 2.6451612903225805, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 42, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3010752688172043, 2: 0.0, 3: 0.45161290322580644, 4: 0.24731182795698925}, 'edge_length_total': 47217.31199999996, 'edge_length_avg': 200.0733559322032, 'street_length_total': 23608.656000000014, 'street_length_avg': 200.0733559322035, 'street_segments_count': 118, 'node_density_km': 15.515560725722757, 'intersection_density_km': 10.844209109376122, 'edge_density_km': 7877.452383240831, 'street_density_km': 3938.726191620421, 'circuity_avg': 1.0301039971637405, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0301039971637405\n", - "6547\n", - "14018211.373973662\n", - "{'n': 1251, 'm': 3363, 'k_avg': 5.376498800959233, 'intersection_count': 1063, 'streets_per_node_avg': 2.8441247002398082, 'streets_per_node_counts': {0: 0, 1: 188, 2: 1, 3: 886, 4: 170, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15027977617905675, 2: 0.0007993605115907274, 3: 0.7082334132693845, 4: 0.13589128697042366, 5: 0.004796163069544364}, 'edge_length_total': 304826.26699999993, 'edge_length_avg': 90.64117365447515, 'street_length_total': 157368.64499999996, 'street_length_avg': 89.66874358974357, 'street_segments_count': 1755, 'node_density_km': 89.24105698125068, 'intersection_density_km': 75.82993091212587, 'edge_density_km': 21745.018595306898, 'street_density_km': 11226.01456075716, 'circuity_avg': 1.055877259123813, 'self_loop_proportion': 0.0011894142134998512, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055877259123813\n", - "6548\n", - "7991076.179787821\n", - "{'n': 225, 'm': 634, 'k_avg': 5.635555555555555, 'intersection_count': 192, 'streets_per_node_avg': 2.937777777777778, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 140, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14666666666666667, 2: 0.0, 3: 0.6222222222222222, 4: 0.2311111111111111}, 'edge_length_total': 105405.00999999994, 'edge_length_avg': 166.25395899053618, 'street_length_total': 52702.50499999998, 'street_length_avg': 166.25395899053623, 'street_segments_count': 317, 'node_density_km': 28.156407840173312, 'intersection_density_km': 24.026801356947892, 'edge_density_km': 13190.339777589088, 'street_density_km': 6595.169888794546, 'circuity_avg': 1.0193126179978662, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0193126179978662\n", - "6549\n", - "12019505.383186022\n", - "{'n': 1134, 'm': 3027, 'k_avg': 5.338624338624339, 'intersection_count': 895, 'streets_per_node_avg': 2.693121693121693, 'streets_per_node_counts': {0: 0, 1: 239, 2: 0, 3: 766, 4: 128, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21075837742504408, 2: 0.0, 3: 0.6754850088183422, 4: 0.1128747795414462, 5: 0.0008818342151675485}, 'edge_length_total': 238168.93799999956, 'edge_length_avg': 78.68151238850332, 'street_length_total': 119111.72899999998, 'street_length_avg': 78.67353302509906, 'street_segments_count': 1514, 'node_density_km': 94.34664437908921, 'intersection_density_km': 74.46229869425471, 'edge_density_km': 19815.202906200444, 'street_density_km': 9909.869433281698, 'circuity_avg': 1.0594091323711008, 'self_loop_proportion': 0.0019821605550049554, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0594091323711008\n", - "6550\n", - "6991671.926843185\n", - "{'n': 36, 'm': 92, 'k_avg': 5.111111111111111, 'intersection_count': 27, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 21, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.5833333333333334, 4: 0.16666666666666666}, 'edge_length_total': 25638.401999999987, 'edge_length_avg': 278.6782826086955, 'street_length_total': 12819.200999999997, 'street_length_avg': 278.6782826086956, 'street_segments_count': 46, 'node_density_km': 5.148983015319254, 'intersection_density_km': 3.8617372614894405, 'edge_density_km': 3666.991567720198, 'street_density_km': 1833.4957838600994, 'circuity_avg': 1.014633914258747, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.014633914258747\n", - "6551\n", - "19033996.560489807\n", - "{'n': 1415, 'm': 4018, 'k_avg': 5.679151943462897, 'intersection_count': 1220, 'streets_per_node_avg': 2.9568904593639576, 'streets_per_node_counts': {0: 0, 1: 195, 2: 0, 3: 907, 4: 297, 5: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13780918727915195, 2: 0.0, 3: 0.6409893992932862, 4: 0.20989399293286218, 5: 0.011307420494699646}, 'edge_length_total': 308544.8339999994, 'edge_length_avg': 76.79065057242394, 'street_length_total': 156836.19700000022, 'street_length_avg': 76.0971358563805, 'street_segments_count': 2061, 'node_density_km': 74.34066700091846, 'intersection_density_km': 64.09584009973182, 'edge_density_km': 16210.19700300185, 'street_density_km': 8239.793282591845, 'circuity_avg': 1.0655558843385569, 'self_loop_proportion': 0.003982080637132902, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0655558843385569\n", - "6552\n", - "14032211.598113261\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 639, 'm': 1752, 'k_avg': 5.483568075117371, 'intersection_count': 538, 'streets_per_node_avg': 2.8231611893583723, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 449, 4: 89}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15805946791862285, 2: 0.0, 3: 0.702660406885759, 4: 0.13928012519561817}, 'edge_length_total': 178037.24800000017, 'edge_length_avg': 101.61943378995443, 'street_length_total': 89391.8139999998, 'street_length_avg': 101.35126303854852, 'street_segments_count': 882, 'node_density_km': 45.53808182923343, 'intersection_density_km': 38.34035684527009, 'edge_density_km': 12687.753940650286, 'street_density_km': 6370.472207817848, 'circuity_avg': 1.06041478985987, 'self_loop_proportion': 0.001141552511415525, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06041478985987\n", - "6553\n", - "16983837.96903274\n", - "{'n': 773, 'm': 2156, 'k_avg': 5.578266494178525, 'intersection_count': 652, 'streets_per_node_avg': 2.8965071151358344, 'streets_per_node_counts': {0: 0, 1: 121, 2: 0, 3: 492, 4: 158, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15653298835705046, 2: 0.0, 3: 0.6364812419146184, 4: 0.20439844760672704, 5: 0.00258732212160414}, 'edge_length_total': 259601.56900000086, 'edge_length_avg': 120.4088910018557, 'street_length_total': 130782.60199999977, 'street_length_avg': 119.3271916058392, 'street_segments_count': 1096, 'node_density_km': 45.513858611312685, 'intersection_density_km': 38.389438311223635, 'edge_density_km': 15285.212298500612, 'street_density_km': 7700.415079233595, 'circuity_avg': 1.0390310398565852, 'self_loop_proportion': 0.0027829313543599257, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0390310398565852\n", - "6554\n", - "21034311.488354523\n", - "{'n': 1980, 'm': 5780, 'k_avg': 5.838383838383838, 'intersection_count': 1649, 'streets_per_node_avg': 2.9757575757575756, 'streets_per_node_counts': {0: 0, 1: 331, 2: 0, 3: 1046, 4: 592, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16717171717171717, 2: 0.0, 3: 0.5282828282828282, 4: 0.298989898989899, 5: 0.005555555555555556}, 'edge_length_total': 462443.16899999935, 'edge_length_avg': 80.007468685121, 'street_length_total': 231820.05800000046, 'street_length_avg': 80.02073110113926, 'street_segments_count': 2897, 'node_density_km': 94.13191399662458, 'intersection_density_km': 78.39572029314844, 'edge_density_km': 21985.18212759316, 'street_density_km': 11021.043314317456, 'circuity_avg': 1.0445723071682136, 'self_loop_proportion': 0.001384083044982699, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0445723071682136\n", - "6555\n", - "14994135.88871953\n", - "{'n': 1299, 'm': 3495, 'k_avg': 5.381062355658199, 'intersection_count': 1059, 'streets_per_node_avg': 2.7821401077752115, 'streets_per_node_counts': {0: 0, 1: 240, 2: 1, 3: 863, 4: 192, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18475750577367206, 2: 0.0007698229407236335, 3: 0.6643571978444958, 4: 0.14780600461893764, 5: 0.0023094688221709007}, 'edge_length_total': 298049.31100000057, 'edge_length_avg': 85.27877281831204, 'street_length_total': 152096.10600000003, 'street_length_avg': 85.39927344188659, 'street_segments_count': 1781, 'node_density_km': 86.63386870978479, 'intersection_density_km': 70.62761121144118, 'edge_density_km': 19877.72507945794, 'street_density_km': 10143.705988047353, 'circuity_avg': 1.105791573116151, 'self_loop_proportion': 0.0022889842632331904, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.105791573116151\n", - "6556\n", - "9015293.70189028\n", - "{'n': 894, 'm': 2641, 'k_avg': 5.908277404921701, 'intersection_count': 803, 'streets_per_node_avg': 3.134228187919463, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 520, 4: 267, 5: 13, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1017897091722595, 2: 0.0, 3: 0.5816554809843401, 4: 0.2986577181208054, 5: 0.0145413870246085, 6: 0.003355704697986577}, 'edge_length_total': 191580.5310000003, 'edge_length_avg': 72.5409053388869, 'street_length_total': 99870.23400000001, 'street_length_avg': 72.21275054229936, 'street_segments_count': 1383, 'node_density_km': 99.16482252958112, 'intersection_density_km': 89.07086408417632, 'edge_density_km': 21250.61449299546, 'street_density_km': 11077.868043174203, 'circuity_avg': 1.0514559819831168, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0514559819831168\n", - "6557\n", - "8991879.794295412\n", - "{'n': 302, 'm': 727, 'k_avg': 4.814569536423841, 'intersection_count': 217, 'streets_per_node_avg': 2.533112582781457, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 189, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2814569536423841, 2: 0.0, 3: 0.6258278145695364, 4: 0.08940397350993377, 5: 0.0033112582781456954}, 'edge_length_total': 122314.56799999981, 'edge_length_avg': 168.24562310866548, 'street_length_total': 62055.320000000036, 'street_length_avg': 168.17159891598925, 'street_segments_count': 369, 'node_density_km': 33.5858582308444, 'intersection_density_km': 24.132884887725947, 'edge_density_km': 13602.780597400566, 'street_density_km': 6901.262185396306, 'circuity_avg': 1.0429785709815007, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0429785709815007\n", - "6558\n", - "12018877.3593324\n", - "{'n': 224, 'm': 556, 'k_avg': 4.964285714285714, 'intersection_count': 179, 'streets_per_node_avg': 2.6785714285714284, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 161, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20089285714285715, 2: 0.0, 3: 0.71875, 4: 0.08035714285714286}, 'edge_length_total': 112724.03200000002, 'edge_length_avg': 202.74106474820147, 'street_length_total': 56362.01600000004, 'street_length_avg': 202.74106474820158, 'street_segments_count': 278, 'node_density_km': 18.637348007055653, 'intersection_density_km': 14.893237916352508, 'edge_density_km': 9378.915237243205, 'street_density_km': 4689.4576186216045, 'circuity_avg': 1.0719509081677077, 'self_loop_proportion': 0.01079136690647482, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0719509081677077\n", - "6559\n", - "5997152.833731227\n", - "{'n': 164, 'm': 420, 'k_avg': 5.121951219512195, 'intersection_count': 134, 'streets_per_node_avg': 2.731707317073171, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 118, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18292682926829268, 2: 0.0, 3: 0.7195121951219512, 4: 0.0975609756097561}, 'edge_length_total': 56752.04199999996, 'edge_length_avg': 135.12390952380943, 'street_length_total': 28376.020999999993, 'street_length_avg': 135.1239095238095, 'street_segments_count': 210, 'node_density_km': 27.346309915194325, 'intersection_density_km': 22.343936150219754, 'edge_density_km': 9463.164200317828, 'street_density_km': 4731.582100158916, 'circuity_avg': 1.0647978716295599, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0647978716295599\n", - "6560\n", - "22032640.853061955\n", - "error with entry 6560\n", - "6561\n", - "16997738.906398397\n", - "{'n': 591, 'm': 1506, 'k_avg': 5.096446700507614, 'intersection_count': 458, 'streets_per_node_avg': 2.6345177664974617, 'streets_per_node_counts': {0: 0, 1: 133, 2: 0, 3: 408, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22504230118443316, 2: 0.0, 3: 0.6903553299492385, 4: 0.08460236886632826}, 'edge_length_total': 229400.283, 'edge_length_avg': 152.3242250996016, 'street_length_total': 114878.4770000001, 'street_length_avg': 151.75492338177028, 'street_segments_count': 757, 'node_density_km': 34.76933039473457, 'intersection_density_km': 26.944760272061643, 'edge_density_km': 13495.929327026413, 'street_density_km': 6758.456382499017, 'circuity_avg': 1.055986300012796, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055986300012796\n", - "6562\n", - "4006985.163032171\n", - "{'n': 46, 'm': 110, 'k_avg': 4.782608695652174, 'intersection_count': 38, 'streets_per_node_avg': 2.739130434782609, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 34, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17391304347826086, 2: 0.0, 3: 0.7391304347826086, 4: 0.08695652173913043}, 'edge_length_total': 18213.391999999996, 'edge_length_avg': 165.5762909090909, 'street_length_total': 9106.695999999996, 'street_length_avg': 165.57629090909083, 'street_segments_count': 55, 'node_density_km': 11.479952664758763, 'intersection_density_km': 9.483439157844195, 'edge_density_km': 4545.410391841215, 'street_density_km': 2272.705195920607, 'circuity_avg': 1.1244126783223474, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1244126783223474\n", - "6563\n", - "11994002.19385768\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 181, 'm': 470, 'k_avg': 5.193370165745856, 'intersection_count': 153, 'streets_per_node_avg': 2.8287292817679557, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 129, 4: 23, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15469613259668508, 2: 0.0, 3: 0.712707182320442, 4: 0.1270718232044199, 5: 0.0055248618784530384}, 'edge_length_total': 113363.13799999995, 'edge_length_avg': 241.1981659574467, 'street_length_total': 58305.307, 'street_length_avg': 236.05387449392714, 'street_segments_count': 247, 'node_density_km': 15.090876012403351, 'intersection_density_km': 12.756375855788468, 'edge_density_km': 9451.652264834089, 'street_density_km': 4861.205297249244, 'circuity_avg': 1.0673876552131034, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673876552131034\n", - "6564\n", - "8011900.214528219\n", - "{'n': 278, 'm': 810, 'k_avg': 5.827338129496403, 'intersection_count': 250, 'streets_per_node_avg': 3.050359712230216, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 180, 4: 70}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10071942446043165, 2: 0.0, 3: 0.6474820143884892, 4: 0.2517985611510791}, 'edge_length_total': 122074.14800000012, 'edge_length_avg': 150.70882469135816, 'street_length_total': 61037.074, 'street_length_avg': 150.70882469135802, 'street_segments_count': 405, 'node_density_km': 34.69838522151016, 'intersection_density_km': 31.203583832293308, 'edge_density_km': 15236.603643495137, 'street_density_km': 7618.301821747561, 'circuity_avg': 1.0477733813604402, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0477733813604402\n", - "6565\n", - "58963303.66527104\n", - "{'n': 1958, 'm': 5669, 'k_avg': 5.790602655771195, 'intersection_count': 1682, 'streets_per_node_avg': 2.9785495403472932, 'streets_per_node_counts': {0: 0, 1: 276, 2: 0, 3: 1176, 4: 502, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14096016343207354, 2: 0.0, 3: 0.6006128702757916, 4: 0.25638406537282943, 5: 0.0020429009193054137}, 'edge_length_total': 828576.3349999964, 'edge_length_avg': 146.15917004762682, 'street_length_total': 419450.9680000001, 'street_length_avg': 145.9467529575505, 'street_segments_count': 2874, 'node_density_km': 33.20709455351037, 'intersection_density_km': 28.526217078143233, 'edge_density_km': 14052.406895375876, 'street_density_km': 7113.763000478783, 'circuity_avg': 1.052131798368697, 'self_loop_proportion': 0.0017639795378373612, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052131798368697\n", - "6566\n", - "13019450.936716586\n", - "{'n': 431, 'm': 1166, 'k_avg': 5.410672853828307, 'intersection_count': 353, 'streets_per_node_avg': 2.7865429234338746, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 298, 4: 47, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18097447795823665, 2: 0.0, 3: 0.691415313225058, 4: 0.10904872389791183, 5: 0.016241299303944315, 6: 0.002320185614849188}, 'edge_length_total': 109873.72999999985, 'edge_length_avg': 94.23132933104618, 'street_length_total': 54936.865000000034, 'street_length_avg': 94.23132933104637, 'street_segments_count': 583, 'node_density_km': 33.104314620866425, 'intersection_density_km': 27.113278564189905, 'edge_density_km': 8439.198437327437, 'street_density_km': 4219.599218663727, 'circuity_avg': 1.0781291642033317, 'self_loop_proportion': 0.0017152658662092624, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0781291642033317\n", - "6567\n", - "46077503.12922374\n", - "{'n': 4816, 'm': 13131, 'k_avg': 5.453073089700997, 'intersection_count': 3916, 'streets_per_node_avg': 2.792151162790698, 'streets_per_node_counts': {0: 0, 1: 900, 2: 1, 3: 3139, 4: 753, 5: 22, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18687707641196014, 2: 0.00020764119601328904, 3: 0.6517857142857143, 4: 0.15635382059800665, 5: 0.004568106312292359, 6: 0.00020764119601328904}, 'edge_length_total': 1090798.6050000002, 'edge_length_avg': 83.0704900616861, 'street_length_total': 551477.7999999986, 'street_length_avg': 82.76719195557537, 'street_segments_count': 6663, 'node_density_km': 104.51955233975227, 'intersection_density_km': 84.98724397061252, 'edge_density_km': 23673.12746831941, 'street_density_km': 11968.482720371947, 'circuity_avg': 1.0667843980725074, 'self_loop_proportion': 0.0013708019191226869, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0667843980725074\n", - "6568\n", - "7997513.63702855\n", - "{'n': 326, 'm': 843, 'k_avg': 5.171779141104294, 'intersection_count': 258, 'streets_per_node_avg': 2.7208588957055215, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 214, 4: 43, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2085889570552147, 2: 0.0, 3: 0.656441717791411, 4: 0.13190184049079753, 5: 0.003067484662576687}, 'edge_length_total': 112521.62600000009, 'edge_length_avg': 133.47761091340462, 'street_length_total': 57108.760000000024, 'street_length_avg': 133.43168224299072, 'street_segments_count': 428, 'node_density_km': 40.7626688488054, 'intersection_density_km': 32.26002626684599, 'edge_density_km': 14069.576009101642, 'street_density_km': 7140.8143320426525, 'circuity_avg': 1.0614248764697463, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0614248764697463\n", - "6569\n", - "30045606.738859527\n", - "{'n': 9846, 'm': 26170, 'k_avg': 5.315864310379849, 'intersection_count': 7547, 'streets_per_node_avg': 2.6897217144017875, 'streets_per_node_counts': {0: 0, 1: 2299, 2: 4, 3: 6019, 4: 1502, 5: 21, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2334958358724355, 2: 0.0004062563477554337, 3: 0.6113142392849888, 4: 0.15254925858216534, 5: 0.0021328458257160268, 6: 0.00010156408693885842}, 'edge_length_total': 1030623.6980000028, 'edge_length_avg': 39.38187611769212, 'street_length_total': 519663.23999999784, 'street_length_avg': 39.401261657441644, 'street_segments_count': 13189, 'node_density_km': 327.7018196229555, 'intersection_density_km': 251.1848093331754, 'edge_density_km': 34301.97655709326, 'street_density_km': 17295.81447685963, 'circuity_avg': 1.060152866411878, 'self_loop_proportion': 0.0008406572411157814, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060152866411878\n", - "6570\n", - "9991925.642363708\n", - "{'n': 160, 'm': 486, 'k_avg': 6.075, 'intersection_count': 145, 'streets_per_node_avg': 3.1375, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 93, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09375, 2: 0.0, 3: 0.58125, 4: 0.325}, 'edge_length_total': 113363.84399999997, 'edge_length_avg': 233.25893827160488, 'street_length_total': 56681.92200000001, 'street_length_avg': 233.258938271605, 'street_segments_count': 243, 'node_density_km': 16.012929411887626, 'intersection_density_km': 14.511717279523161, 'edge_density_km': 11345.5451989515, 'street_density_km': 5672.772599475753, 'circuity_avg': 1.033512583466453, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.033512583466453\n", - "6571\n", - "10014636.828241605\n", - "{'n': 371, 'm': 936, 'k_avg': 5.045822102425876, 'intersection_count': 292, 'streets_per_node_avg': 2.6495956873315363, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 265, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21293800539083557, 2: 0.0, 3: 0.7142857142857143, 4: 0.07008086253369272, 5: 0.0026954177897574125}, 'edge_length_total': 119826.95900000003, 'edge_length_avg': 128.0202553418804, 'street_length_total': 60033.081, 'street_length_avg': 127.72995957446808, 'street_segments_count': 470, 'node_density_km': 37.04577673288839, 'intersection_density_km': 29.157322927232908, 'edge_density_km': 11965.182667641435, 'street_density_km': 5994.534003540172, 'circuity_avg': 1.0767922983470017, 'self_loop_proportion': 0.00641025641025641, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0767922983470017\n", - "6572\n", - "7994529.550738035\n", - "{'n': 137, 'm': 352, 'k_avg': 5.138686131386861, 'intersection_count': 108, 'streets_per_node_avg': 2.7226277372262775, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 88, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2116788321167883, 2: 0.0, 3: 0.6423357664233577, 4: 0.145985401459854}, 'edge_length_total': 73759.93600000005, 'edge_length_avg': 209.54527272727285, 'street_length_total': 36879.96800000001, 'street_length_avg': 209.54527272727276, 'street_segments_count': 176, 'node_density_km': 17.136718193424215, 'intersection_density_km': 13.50923769992566, 'edge_density_km': 9226.301001438003, 'street_density_km': 4613.150500719, 'circuity_avg': 1.0626693864255543, 'self_loop_proportion': 0.005681818181818182, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0626693864255543\n", - "6573\n", - "24048937.954119906\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1136, 'm': 2951, 'k_avg': 5.195422535211268, 'intersection_count': 875, 'streets_per_node_avg': 2.6725352112676055, 'streets_per_node_counts': {0: 0, 1: 261, 2: 0, 3: 726, 4: 148, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22975352112676056, 2: 0.0, 3: 0.6390845070422535, 4: 0.13028169014084506, 5: 0.0008802816901408451}, 'edge_length_total': 315135.56499999884, 'edge_length_avg': 106.78941545238862, 'street_length_total': 159221.24100000018, 'street_length_avg': 106.71664946380709, 'street_segments_count': 1492, 'node_density_km': 47.23701321726716, 'intersection_density_km': 36.384143103088704, 'edge_density_km': 13103.928564380194, 'street_density_km': 6620.718191537579, 'circuity_avg': 1.0647231808886015, 'self_loop_proportion': 0.0023720772619451034, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0647231808886015\n", - "6574\n", - "7992582.378346481\n", - "{'n': 245, 'm': 666, 'k_avg': 5.436734693877551, 'intersection_count': 204, 'streets_per_node_avg': 2.8489795918367347, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 160, 4: 43, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1673469387755102, 2: 0.0, 3: 0.6530612244897959, 4: 0.17551020408163265, 5: 0.004081632653061225}, 'edge_length_total': 112562.30800000012, 'edge_length_avg': 169.01247447447466, 'street_length_total': 56281.154, 'street_length_avg': 169.0124744744745, 'street_segments_count': 333, 'node_density_km': 30.653421935788167, 'intersection_density_km': 25.52366561183994, 'edge_density_km': 14083.346617102643, 'street_density_km': 7041.673308551314, 'circuity_avg': 1.0548269240866202, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548269240866202\n", - "6575\n", - "11018329.336203508\n", - "{'n': 209, 'm': 506, 'k_avg': 4.842105263157895, 'intersection_count': 154, 'streets_per_node_avg': 2.5645933014354068, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 135, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2631578947368421, 2: 0.0, 3: 0.645933014354067, 4: 0.09090909090909091}, 'edge_length_total': 92273.784, 'edge_length_avg': 182.35925691699606, 'street_length_total': 46447.704999999994, 'street_length_avg': 182.8649803149606, 'street_segments_count': 254, 'node_density_km': 18.96839290447397, 'intersection_density_km': 13.976710561191346, 'edge_density_km': 8374.571242557722, 'street_density_km': 4215.494344263637, 'circuity_avg': 1.0592509942711468, 'self_loop_proportion': 0.007905138339920948, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0592509942711468\n", - "6576\n", - "11004197.645916622\n", - "{'n': 303, 'm': 770, 'k_avg': 5.082508250825082, 'intersection_count': 218, 'streets_per_node_avg': 2.6105610561056105, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 166, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28052805280528054, 2: 0.0, 3: 0.5478547854785478, 4: 0.1716171617161716}, 'edge_length_total': 123330.82000000008, 'edge_length_avg': 160.1698961038962, 'street_length_total': 61665.40999999997, 'street_length_avg': 160.169896103896, 'street_segments_count': 385, 'node_density_km': 27.53494709470577, 'intersection_density_km': 19.810622002131545, 'edge_density_km': 11207.61585427948, 'street_density_km': 5603.807927139734, 'circuity_avg': 1.0486046640592943, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0486046640592943\n", - "6577\n", - "9013814.451632846\n", - "{'n': 180, 'm': 492, 'k_avg': 5.466666666666667, 'intersection_count': 153, 'streets_per_node_avg': 2.8722222222222222, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 123, 4: 29, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15, 2: 0.0, 3: 0.6833333333333333, 4: 0.16111111111111112, 5: 0.005555555555555556}, 'edge_length_total': 97206.27400000002, 'edge_length_avg': 197.57372764227645, 'street_length_total': 48603.136999999995, 'street_length_avg': 197.5737276422764, 'street_segments_count': 246, 'node_density_km': 19.96934826713602, 'intersection_density_km': 16.973946027065615, 'edge_density_km': 10784.144106981386, 'street_density_km': 5392.072053490691, 'circuity_avg': 1.0385382904954543, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0385382904954543\n", - "6578\n", - "59022451.337104686\n", - "{'n': 3903, 'm': 10003, 'k_avg': 5.12580066615424, 'intersection_count': 2928, 'streets_per_node_avg': 2.663335895465027, 'streets_per_node_counts': {0: 0, 1: 975, 2: 3, 3: 2296, 4: 620, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24980784012298232, 2: 0.0007686395080707148, 3: 0.5882654368434538, 4: 0.15885216500128108, 5: 0.0020497053548552396, 6: 0.00025621316935690495}, 'edge_length_total': 1092119.0449999913, 'edge_length_avg': 109.17915075477269, 'street_length_total': 562730.247999999, 'street_length_avg': 109.18320682964668, 'street_segments_count': 5154, 'node_density_km': 66.12737884619789, 'intersection_density_km': 49.60824116363499, 'edge_density_km': 18503.45114882456, 'street_density_km': 9534.172763953578, 'circuity_avg': 1.059995093649531, 'self_loop_proportion': 0.004398680395881235, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059995093649531\n", - "6579\n", - "14031355.669203421\n", - "{'n': 563, 'm': 1436, 'k_avg': 5.101243339253997, 'intersection_count': 405, 'streets_per_node_avg': 2.6181172291296626, 'streets_per_node_counts': {0: 0, 1: 158, 2: 0, 3: 305, 4: 99, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28063943161634103, 2: 0.0, 3: 0.5417406749555951, 4: 0.17584369449378331, 5: 0.0017761989342806395}, 'edge_length_total': 192298.28199999998, 'edge_length_avg': 133.91245264623953, 'street_length_total': 96149.14100000005, 'street_length_avg': 133.91245264623961, 'street_segments_count': 718, 'node_density_km': 40.12441942696206, 'intersection_density_km': 28.863925165043756, 'edge_density_km': 13704.896842011061, 'street_density_km': 6852.448421005535, 'circuity_avg': 1.0503633404473907, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0503633404473907\n", - "6580\n", - "50977439.40182894\n", - "{'n': 3299, 'm': 9047, 'k_avg': 5.484692331009397, 'intersection_count': 2738, 'streets_per_node_avg': 2.87026371627766, 'streets_per_node_counts': {0: 0, 1: 561, 2: 3, 3: 2041, 4: 691, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17005153076689905, 2: 0.0009093664746892998, 3: 0.6186723249469536, 4: 0.2094574113367687, 5: 0.0009093664746892998}, 'edge_length_total': 943434.7669999974, 'edge_length_avg': 104.28150403448629, 'street_length_total': 489118.4430000001, 'street_length_avg': 104.60189114627889, 'street_segments_count': 4676, 'node_density_km': 64.7149020961151, 'intersection_density_km': 53.71003393124072, 'edge_density_km': 18506.907723696877, 'street_density_km': 9594.802107350488, 'circuity_avg': 1.0614379801499274, 'self_loop_proportion': 0.002873880844478833, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0614379801499274\n", - "6581\n", - "18025927.543249313\n", - "{'n': 389, 'm': 917, 'k_avg': 4.714652956298201, 'intersection_count': 284, 'streets_per_node_avg': 2.524421593830334, 'streets_per_node_counts': {0: 0, 1: 105, 2: 0, 3: 259, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2699228791773779, 2: 0.0, 3: 0.6658097686375322, 4: 0.06426735218508997}, 'edge_length_total': 169741.18499999994, 'edge_length_avg': 185.10489094874583, 'street_length_total': 84941.41799999992, 'street_length_avg': 185.05755555555538, 'street_segments_count': 459, 'node_density_km': 21.580026828948395, 'intersection_density_km': 15.755083854553584, 'edge_density_km': 9416.502124106662, 'street_density_km': 4712.180152516499, 'circuity_avg': 1.0451308930145928, 'self_loop_proportion': 0.0021810250817884407, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0451308930145928\n", - "6582\n", - "8995317.846288892\n", - "{'n': 155, 'm': 432, 'k_avg': 5.574193548387097, 'intersection_count': 136, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 98, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12258064516129032, 2: 0.0, 3: 0.632258064516129, 4: 0.24516129032258063}, 'edge_length_total': 84143.61800000015, 'edge_length_avg': 194.77689351851885, 'street_length_total': 42071.809, 'street_length_avg': 194.77689351851853, 'street_segments_count': 216, 'node_density_km': 17.231186562679028, 'intersection_density_km': 15.118976596931276, 'edge_density_km': 9354.157289140643, 'street_density_km': 4677.078644570313, 'circuity_avg': 1.0262551648914382, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0262551648914382\n", - "6583\n", - "10023153.420330266\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 320, 'm': 762, 'k_avg': 4.7625, 'intersection_count': 243, 'streets_per_node_avg': 2.64375, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 206, 4: 35, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.240625, 2: 0.0, 3: 0.64375, 4: 0.109375, 5: 0.003125, 6: 0.003125}, 'edge_length_total': 109468.39100000009, 'edge_length_avg': 143.65930577427832, 'street_length_total': 55927.700999999965, 'street_length_avg': 136.74254523227376, 'street_segments_count': 409, 'node_density_km': 31.926080204552623, 'intersection_density_km': 24.243867155332147, 'edge_density_km': 10921.551971654155, 'street_density_km': 5579.85083681949, 'circuity_avg': 1.2357128678549565, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2357128678549565\n", - "6584\n", - "10995841.278072882\n", - "{'n': 272, 'm': 644, 'k_avg': 4.735294117647059, 'intersection_count': 211, 'streets_per_node_avg': 2.6470588235294117, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 187, 4: 23, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22426470588235295, 2: 0.0, 3: 0.6875, 4: 0.08455882352941177, 5: 0.0, 6: 0.003676470588235294}, 'edge_length_total': 107117.94099999992, 'edge_length_avg': 166.332206521739, 'street_length_total': 58639.89500000002, 'street_length_avg': 169.47946531791914, 'street_segments_count': 346, 'node_density_km': 24.736624794903403, 'intersection_density_km': 19.189072910752273, 'edge_density_km': 9741.677629851463, 'street_density_km': 5332.915737601223, 'circuity_avg': 1.0641939071535795, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641939071535795\n", - "6585\n", - "175258341.50452808\n", - "{'n': 18296, 'm': 48189, 'k_avg': 5.267708788806297, 'intersection_count': 14592, 'streets_per_node_avg': 2.7366637516397025, 'streets_per_node_counts': {0: 0, 1: 3704, 2: 11, 3: 12061, 4: 2449, 5: 62, 6: 8, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20244862264975952, 2: 0.0006012243113248798, 3: 0.6592151289899432, 4: 0.13385439440314822, 5: 0.0033887188456493225, 6: 0.00043725404459991256, 7: 5.465675557498907e-05}, 'edge_length_total': 3799138.726999997, 'edge_length_avg': 78.83829768204356, 'street_length_total': 1971111.6000000043, 'street_length_avg': 79.07536406306431, 'street_segments_count': 24927, 'node_density_km': 104.39446044585156, 'intersection_density_km': 83.25994571632411, 'edge_density_km': 21677.363224972894, 'street_density_km': 11246.89177746828, 'circuity_avg': 1.092219919236604, 'self_loop_proportion': 0.003797547158065119, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.092219919236604\n", - "6586\n", - "9993925.259125436\n", - "{'n': 125, 'm': 356, 'k_avg': 5.696, 'intersection_count': 106, 'streets_per_node_avg': 2.936, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 76, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.152, 2: 0.0, 3: 0.608, 4: 0.24}, 'edge_length_total': 96906.806, 'edge_length_avg': 272.2101292134831, 'street_length_total': 48453.40299999998, 'street_length_avg': 272.210129213483, 'street_segments_count': 178, 'node_density_km': 12.507598041706656, 'intersection_density_km': 10.606443139367245, 'edge_density_km': 9696.571015629175, 'street_density_km': 4848.285507814585, 'circuity_avg': 1.0297026124081567, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0297026124081567\n", - "6587\n", - "8016372.91770846\n", - "{'n': 697, 'm': 1743, 'k_avg': 5.001434720229555, 'intersection_count': 526, 'streets_per_node_avg': 2.6327116212338595, 'streets_per_node_counts': {0: 0, 1: 171, 2: 1, 3: 443, 4: 77, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24533715925394547, 2: 0.0014347202295552368, 3: 0.6355810616929699, 4: 0.11047345767575323, 5: 0.007173601147776184}, 'edge_length_total': 145868.21100000013, 'edge_length_avg': 83.68801549053363, 'street_length_total': 75129.83499999999, 'street_length_avg': 84.13195408734602, 'street_segments_count': 893, 'node_density_km': 86.94705288227067, 'intersection_density_km': 65.61570992263181, 'edge_density_km': 18196.2855891811, 'street_density_km': 9372.048402842567, 'circuity_avg': 1.0940413572576437, 'self_loop_proportion': 0.005737234652897304, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0940413572576437\n", - "6588\n", - "8997144.560887016\n", - "{'n': 213, 'm': 554, 'k_avg': 5.2018779342723, 'intersection_count': 169, 'streets_per_node_avg': 2.6854460093896715, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 149, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20657276995305165, 2: 0.0, 3: 0.6995305164319249, 4: 0.0892018779342723, 5: 0.004694835680751174}, 'edge_length_total': 45166.12400000004, 'edge_length_avg': 81.52729963898925, 'street_length_total': 22583.062000000013, 'street_length_avg': 81.52729963898922, 'street_segments_count': 277, 'node_density_km': 23.67417779702771, 'intersection_density_km': 18.78373731313466, 'edge_density_km': 5020.050938866672, 'street_density_km': 2510.0254694333357, 'circuity_avg': 1.0569892937648702, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0569892937648702\n", - "6589\n", - "6008387.776328744\n", - "{'n': 139, 'm': 384, 'k_avg': 5.525179856115108, 'intersection_count': 117, 'streets_per_node_avg': 2.949640287769784, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 80, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15827338129496402, 2: 0.0, 3: 0.5755395683453237, 4: 0.26618705035971224}, 'edge_length_total': 79638.97400000003, 'edge_length_avg': 207.39316145833342, 'street_length_total': 39819.48699999997, 'street_length_avg': 207.3931614583332, 'street_segments_count': 192, 'node_density_km': 23.134325741693726, 'intersection_density_km': 19.472777782576735, 'edge_density_km': 13254.632850721426, 'street_density_km': 6627.316425360706, 'circuity_avg': 1.0495113238798943, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0495113238798943\n", - "6590\n", - "26000222.22984882\n", - "{'n': 941, 'm': 2479, 'k_avg': 5.268862911795962, 'intersection_count': 743, 'streets_per_node_avg': 2.7173219978746013, 'streets_per_node_counts': {0: 0, 1: 198, 2: 1, 3: 614, 4: 126, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2104144527098831, 2: 0.0010626992561105207, 3: 0.6524973432518597, 4: 0.1339001062699256, 5: 0.0010626992561105207, 6: 0.0010626992561105207}, 'edge_length_total': 385922.12899999955, 'edge_length_avg': 155.67653448971342, 'street_length_total': 193098.85199999984, 'street_length_avg': 155.59939726027383, 'street_segments_count': 1241, 'node_density_km': 36.19199834837225, 'intersection_density_km': 28.57667882342251, 'edge_density_km': 14843.03193981752, 'street_density_km': 7426.8154438433285, 'circuity_avg': 1.042187989806051, 'self_loop_proportion': 0.0008067769261799112, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042187989806051\n", - "6591\n", - "13019927.502375107\n", - "{'n': 547, 'm': 1476, 'k_avg': 5.396709323583181, 'intersection_count': 447, 'streets_per_node_avg': 2.7915904936014626, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 366, 4: 76, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18281535648994515, 2: 0.0, 3: 0.6691042047531993, 4: 0.13893967093235832, 5: 0.009140767824497258}, 'edge_length_total': 198409.11599999975, 'edge_length_avg': 134.42352032520307, 'street_length_total': 99204.55799999998, 'street_length_avg': 134.4235203252032, 'street_segments_count': 738, 'node_density_km': 42.01252271951712, 'intersection_density_km': 34.33198840150668, 'edge_density_km': 15238.880244441129, 'street_density_km': 7619.4401222205715, 'circuity_avg': 1.0555201576228568, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0555201576228568\n", - "6592\n", - "18984989.791427955\n", - "{'n': 1055, 'm': 3155, 'k_avg': 5.981042654028436, 'intersection_count': 943, 'streets_per_node_avg': 3.124170616113744, 'streets_per_node_counts': {0: 0, 1: 112, 2: 1, 3: 592, 4: 344, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1061611374407583, 2: 0.0009478672985781991, 3: 0.5611374407582939, 4: 0.32606635071090045, 5: 0.005687203791469194}, 'edge_length_total': 351056.00199999916, 'edge_length_avg': 111.269731220285, 'street_length_total': 180791.41800000038, 'street_length_avg': 111.46203329223205, 'street_segments_count': 1622, 'node_density_km': 55.57021687082236, 'intersection_density_km': 49.67081943998624, 'edge_density_km': 18491.239966771373, 'street_density_km': 9522.860954164471, 'circuity_avg': 1.0319458050684367, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0319458050684367\n", - "6593\n", - "20028758.325433593\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1116, 'm': 2970, 'k_avg': 5.32258064516129, 'intersection_count': 921, 'streets_per_node_avg': 2.7983870967741935, 'streets_per_node_counts': {0: 0, 1: 195, 2: 0, 3: 757, 4: 163, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17473118279569894, 2: 0.0, 3: 0.6783154121863799, 4: 0.1460573476702509, 5: 0.0008960573476702509}, 'edge_length_total': 304528.8609999995, 'edge_length_avg': 102.53497003366986, 'street_length_total': 152798.78500000018, 'street_length_avg': 102.06999665998676, 'street_segments_count': 1497, 'node_density_km': 55.71987947864163, 'intersection_density_km': 45.98387903210479, 'edge_density_km': 15204.580136817189, 'street_density_km': 7628.969430719431, 'circuity_avg': 1.0606578891565264, 'self_loop_proportion': 0.0013468013468013469, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0606578891565264\n", - "6594\n", - "18999810.05057434\n", - "{'n': 385, 'm': 1146, 'k_avg': 5.953246753246753, 'intersection_count': 345, 'streets_per_node_avg': 3.083116883116883, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 234, 4: 110, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1038961038961039, 2: 0.0, 3: 0.6077922077922078, 4: 0.2857142857142857, 5: 0.0025974025974025974}, 'edge_length_total': 226062.58799999987, 'edge_length_avg': 197.26229319371717, 'street_length_total': 113031.29399999995, 'street_length_avg': 197.2622931937172, 'street_segments_count': 573, 'node_density_km': 20.263360474404426, 'intersection_density_km': 18.158076269271497, 'edge_density_km': 11898.149897196803, 'street_density_km': 5949.074948598402, 'circuity_avg': 1.0319410843857115, 'self_loop_proportion': 0.0034904013961605585, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0319410843857115\n", - "6595\n", - "13019652.990553878\n", - "{'n': 501, 'm': 1306, 'k_avg': 5.213572854291417, 'intersection_count': 418, 'streets_per_node_avg': 2.7704590818363273, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 367, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1656686626746507, 2: 0.0, 3: 0.7325349301397206, 4: 0.10179640718562874}, 'edge_length_total': 167040.618, 'edge_length_avg': 127.90246401225114, 'street_length_total': 83832.1240000001, 'street_length_avg': 127.01836969696984, 'street_segments_count': 660, 'node_density_km': 38.4802882506538, 'intersection_density_km': 32.10531035683291, 'edge_density_km': 12829.882495423852, 'street_density_km': 6438.890810747617, 'circuity_avg': 1.0577510537289263, 'self_loop_proportion': 0.0015313935681470138, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0577510537289263\n", - "6596\n", - "9995532.78773716\n", - "{'n': 318, 'm': 766, 'k_avg': 4.817610062893082, 'intersection_count': 228, 'streets_per_node_avg': 2.5660377358490565, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 188, 4: 38, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2830188679245283, 2: 0.0, 3: 0.5911949685534591, 4: 0.11949685534591195, 5: 0.006289308176100629}, 'edge_length_total': 102566.442, 'edge_length_avg': 133.89874934725847, 'street_length_total': 52089.13599999999, 'street_length_avg': 133.90523393316192, 'street_segments_count': 389, 'node_density_km': 31.814212083835343, 'intersection_density_km': 22.810189795957417, 'edge_density_km': 10261.228108403764, 'street_density_km': 5211.2415722256055, 'circuity_avg': 1.0315740905908939, 'self_loop_proportion': 0.0026109660574412533, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0315740905908939\n", - "6597\n", - "34060774.00803395\n", - "error with entry 6597\n", - "6598\n", - "52987875.19293473\n", - "{'n': 5848, 'm': 16183, 'k_avg': 5.5345417236662104, 'intersection_count': 4634, 'streets_per_node_avg': 2.8189124487004102, 'streets_per_node_counts': {0: 0, 1: 1214, 2: 0, 3: 3307, 4: 1288, 5: 37, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2075923392612859, 2: 0.0, 3: 0.5654924760601915, 4: 0.22024623803009577, 5: 0.006326949384404925, 6: 0.0001709986320109439, 7: 0.0001709986320109439}, 'edge_length_total': 1238622.8850000012, 'edge_length_avg': 76.538520978805, 'street_length_total': 624972.4790000028, 'street_length_avg': 76.31853449749698, 'street_segments_count': 8189, 'node_density_km': 110.36487080689277, 'intersection_density_km': 87.4539691038203, 'edge_density_km': 23375.590745808127, 'street_density_km': 11794.631823306912, 'circuity_avg': 1.087105101663605, 'self_loop_proportion': 0.0012358647963912747, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.087105101663605\n", - "6599\n", - "14019709.007215945\n", - "{'n': 459, 'm': 1272, 'k_avg': 5.542483660130719, 'intersection_count': 387, 'streets_per_node_avg': 2.8736383442265794, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 302, 4: 84, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1568627450980392, 2: 0.0, 3: 0.6579520697167756, 4: 0.1830065359477124, 5: 0.002178649237472767}, 'edge_length_total': 165881.66499999963, 'edge_length_avg': 130.4101139937104, 'street_length_total': 83044.27300000007, 'street_length_avg': 130.3677755102042, 'street_segments_count': 637, 'node_density_km': 32.73962389403037, 'intersection_density_km': 27.60399661653541, 'edge_density_km': 11832.033383476099, 'street_density_km': 5923.394911924147, 'circuity_avg': 1.0377169095226795, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0377169095226795\n", - "6600\n", - "18004589.165740076\n", - "{'n': 239, 'm': 696, 'k_avg': 5.824267782426778, 'intersection_count': 214, 'streets_per_node_avg': 3.1255230125523012, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 135, 4: 78, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10460251046025104, 2: 0.0, 3: 0.5648535564853556, 4: 0.3263598326359833, 5: 0.0041841004184100415}, 'edge_length_total': 111424.39200000017, 'edge_length_avg': 160.09251724137954, 'street_length_total': 55975.63000000001, 'street_length_avg': 158.12324858757066, 'street_segments_count': 354, 'node_density_km': 13.274393422693572, 'intersection_density_km': 11.88585854584278, 'edge_density_km': 6188.666176955784, 'street_density_km': 3108.9645803478206, 'circuity_avg': 1.0502072956723394, 'self_loop_proportion': 0.0028735632183908046, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0502072956723394\n", - "6601\n", - "9015108.894059783\n", - "{'n': 592, 'm': 1652, 'k_avg': 5.581081081081081, 'intersection_count': 499, 'streets_per_node_avg': 2.885135135135135, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 386, 4: 109, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1570945945945946, 2: 0.0, 3: 0.652027027027027, 4: 0.18412162162162163, 5: 0.005067567567567568, 6: 0.0016891891891891893}, 'edge_length_total': 146638.75500000018, 'edge_length_avg': 88.76437953995168, 'street_length_total': 73619.98300000001, 'street_length_avg': 88.273360911271, 'street_segments_count': 834, 'node_density_km': 65.66753734833746, 'intersection_density_km': 55.35152219057499, 'edge_density_km': 16265.88837952064, 'street_density_km': 8166.288823034577, 'circuity_avg': 1.0665698577217275, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0665698577217275\n", - "6602\n", - "10990164.152256347\n", - "{'n': 327, 'm': 861, 'k_avg': 5.26605504587156, 'intersection_count': 249, 'streets_per_node_avg': 2.7339449541284404, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 180, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23853211009174313, 2: 0.0, 3: 0.5504587155963303, 4: 0.21100917431192662}, 'edge_length_total': 149480.6990000002, 'edge_length_avg': 173.61289082462275, 'street_length_total': 75077.8440000001, 'street_length_avg': 171.80284668192243, 'street_segments_count': 437, 'node_density_km': 29.753877691887332, 'intersection_density_km': 22.6566224626298, 'edge_density_km': 13601.31631603618, 'street_density_km': 6831.366935004893, 'circuity_avg': 1.0605941299289916, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0605941299289916\n", - "6603\n", - "18027655.802250084\n", - "{'n': 629, 'm': 1622, 'k_avg': 5.157392686804451, 'intersection_count': 492, 'streets_per_node_avg': 2.670906200317965, 'streets_per_node_counts': {0: 0, 1: 137, 2: 0, 3: 425, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2178060413354531, 2: 0.0, 3: 0.6756756756756757, 4: 0.10651828298887123}, 'edge_length_total': 221877.70400000009, 'edge_length_avg': 136.7926658446363, 'street_length_total': 111146.9669999999, 'street_length_avg': 136.54418550368538, 'street_segments_count': 814, 'node_density_km': 34.89083699509576, 'intersection_density_km': 27.29140191031338, 'edge_density_km': 12307.629257726725, 'street_density_km': 6165.358836401088, 'circuity_avg': 1.0746168197897188, 'self_loop_proportion': 0.0036991368680641184, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0746168197897188\n", - "6604\n", - "115950291.88295431\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 8751, 'm': 23493, 'k_avg': 5.369214946863216, 'intersection_count': 7146, 'streets_per_node_avg': 2.816592389441207, 'streets_per_node_counts': {0: 0, 1: 1605, 2: 11, 3: 5554, 4: 1549, 5: 29, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1834076105587933, 2: 0.0012569992000914182, 3: 0.6346703233916123, 4: 0.17700834190378242, 5: 0.0033139069820591932, 6: 0.00034281796366129587}, 'edge_length_total': 2335380.079000005, 'edge_length_avg': 99.4074864427704, 'street_length_total': 1209970.1049999958, 'street_length_avg': 99.2185407954076, 'street_segments_count': 12195, 'node_density_km': 75.47199630022209, 'intersection_density_km': 61.62985779469627, 'edge_density_km': 20141.217767329534, 'street_density_km': 10435.248461654555, 'circuity_avg': 1.066492348545995, 'self_loop_proportion': 0.002468820499723322, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066492348545995\n", - "6605\n", - "12028097.713171346\n", - "{'n': 360, 'm': 902, 'k_avg': 5.011111111111111, 'intersection_count': 271, 'streets_per_node_avg': 2.602777777777778, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 236, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24722222222222223, 2: 0.0, 3: 0.6555555555555556, 4: 0.09722222222222222}, 'edge_length_total': 119652.58799999989, 'edge_length_avg': 132.65253658536574, 'street_length_total': 59826.293999999994, 'street_length_avg': 132.65253658536585, 'street_segments_count': 451, 'node_density_km': 29.929919808165728, 'intersection_density_km': 22.53057852225809, 'edge_density_km': 9947.75656577636, 'street_density_km': 4973.878282888184, 'circuity_avg': 1.0662015988277902, 'self_loop_proportion': 0.0022172949002217295, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0662015988277902\n", - "6606\n", - "25009309.68774418\n", - "{'n': 840, 'm': 2194, 'k_avg': 5.223809523809524, 'intersection_count': 650, 'streets_per_node_avg': 2.6892857142857145, 'streets_per_node_counts': {0: 0, 1: 190, 2: 0, 3: 531, 4: 119}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2261904761904762, 2: 0.0, 3: 0.6321428571428571, 4: 0.14166666666666666}, 'edge_length_total': 336672.6300000007, 'edge_length_avg': 153.45151777575236, 'street_length_total': 169517.0500000001, 'street_length_avg': 154.10640909090918, 'street_segments_count': 1100, 'node_density_km': 33.58749243733193, 'intersection_density_km': 25.990321528887808, 'edge_density_km': 13461.892159501997, 'street_density_km': 6778.157898659313, 'circuity_avg': 1.0540749418983428, 'self_loop_proportion': 0.0018231540565177757, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0540749418983428\n", - "6607\n", - "6995410.249514883\n", - "{'n': 200, 'm': 497, 'k_avg': 4.97, 'intersection_count': 144, 'streets_per_node_avg': 2.555, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 121, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28, 2: 0.0, 3: 0.605, 4: 0.115}, 'edge_length_total': 81362.53700000003, 'edge_length_avg': 163.70731790744472, 'street_length_total': 40752.908000000025, 'street_length_avg': 163.66629718875512, 'street_segments_count': 249, 'node_density_km': 28.590174538208046, 'intersection_density_km': 20.584925667509793, 'edge_density_km': 11630.845668507054, 'street_density_km': 5825.663763297678, 'circuity_avg': 1.0464869042402989, 'self_loop_proportion': 0.012072434607645875, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0464869042402989\n", - "6608\n", - "8010060.871729789\n", - "{'n': 652, 'm': 1797, 'k_avg': 5.512269938650307, 'intersection_count': 529, 'streets_per_node_avg': 2.791411042944785, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 420, 4: 108, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18865030674846625, 2: 0.0, 3: 0.6441717791411042, 4: 0.1656441717791411, 5: 0.0015337423312883436}, 'edge_length_total': 160474.4699999997, 'edge_length_avg': 89.30131886477446, 'street_length_total': 80271.53899999986, 'street_length_avg': 89.2898097886539, 'street_segments_count': 899, 'node_density_km': 81.39763360614751, 'intersection_density_km': 66.04194505774852, 'edge_density_km': 20034.113669019458, 'street_density_km': 10021.33944865578, 'circuity_avg': 1.053363898394134, 'self_loop_proportion': 0.0022259321090706734, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053363898394134\n", - "6609\n", - "52984147.196724236\n", - "{'n': 3860, 'm': 10907, 'k_avg': 5.651295336787565, 'intersection_count': 3255, 'streets_per_node_avg': 2.914766839378238, 'streets_per_node_counts': {0: 0, 1: 605, 2: 2, 3: 2398, 4: 833, 5: 18, 6: 2, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1567357512953368, 2: 0.0005181347150259067, 3: 0.6212435233160621, 4: 0.21580310880829015, 5: 0.00466321243523316, 6: 0.0005181347150259067, 7: 0.0005181347150259067}, 'edge_length_total': 1135344.178000001, 'edge_length_avg': 104.09316750710562, 'street_length_total': 580246.9289999981, 'street_length_avg': 104.06150089669981, 'street_segments_count': 5576, 'node_density_km': 72.85197939806882, 'intersection_density_km': 61.43346967376011, 'edge_density_km': 21427.997581702966, 'street_density_km': 10951.330911217763, 'circuity_avg': 1.0520718998578409, 'self_loop_proportion': 0.0014669478316677363, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0520718998578409\n", - "6610\n", - "7007894.172236945\n", - "{'n': 95, 'm': 230, 'k_avg': 4.842105263157895, 'intersection_count': 74, 'streets_per_node_avg': 2.6315789473684212, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 67, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22105263157894736, 2: 0.0, 3: 0.7052631578947368, 4: 0.07368421052631578}, 'edge_length_total': 48790.993999999984, 'edge_length_avg': 212.13475652173906, 'street_length_total': 24395.497000000014, 'street_length_avg': 212.13475652173926, 'street_segments_count': 115, 'node_density_km': 13.556140784254405, 'intersection_density_km': 10.559520189840272, 'edge_density_km': 6962.290354396966, 'street_density_km': 3481.145177198486, 'circuity_avg': 1.06765255381776, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06765255381776\n", - "6611\n", - "4995535.703106467\n", - "{'n': 117, 'm': 392, 'k_avg': 6.700854700854701, 'intersection_count': 111, 'streets_per_node_avg': 3.572649572649573, 'streets_per_node_counts': {0: 0, 1: 6, 2: 0, 3: 32, 4: 79}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05128205128205128, 2: 0.0, 3: 0.27350427350427353, 4: 0.6752136752136753}, 'edge_length_total': 82361.08199999986, 'edge_length_avg': 210.10480102040782, 'street_length_total': 41180.54100000003, 'street_length_avg': 210.1048010204083, 'street_segments_count': 196, 'node_density_km': 23.420911580562564, 'intersection_density_km': 22.219839191815765, 'edge_density_km': 16486.936916251794, 'street_density_km': 8243.468458125915, 'circuity_avg': 1.0214691990963372, 'self_loop_proportion': 0.00510204081632653, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0214691990963372\n", - "6612\n", - "13014251.799176857\n", - "{'n': 570, 'm': 1578, 'k_avg': 5.536842105263158, 'intersection_count': 482, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 403, 4: 77, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1543859649122807, 2: 0.0, 3: 0.7070175438596491, 4: 0.13508771929824562, 5: 0.0035087719298245615}, 'edge_length_total': 223844.1209999998, 'edge_length_avg': 141.85305513307972, 'street_length_total': 112118.17499999999, 'street_length_avg': 140.49896616541352, 'street_segments_count': 798, 'node_density_km': 43.79813828683199, 'intersection_density_km': 37.03632044605793, 'edge_density_km': 17199.92239693394, 'street_density_km': 8615.030408977595, 'circuity_avg': 1.0499431175300808, 'self_loop_proportion': 0.0025348542458808617, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0499431175300808\n", - "6613\n", - "5993759.171828237\n", - "{'n': 112, 'm': 308, 'k_avg': 5.5, 'intersection_count': 97, 'streets_per_node_avg': 2.9375, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 74, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13392857142857142, 2: 0.0, 3: 0.6607142857142857, 4: 0.20535714285714285}, 'edge_length_total': 62236.144000000044, 'edge_length_avg': 202.06540259740274, 'street_length_total': 31118.072000000004, 'street_length_avg': 202.06540259740262, 'street_segments_count': 154, 'node_density_km': 18.68610279278828, 'intersection_density_km': 16.183499740182707, 'edge_density_km': 10383.490930453343, 'street_density_km': 5191.745465226668, 'circuity_avg': 1.0338169551853298, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0338169551853298\n", - "6614\n", - "10012879.369709766\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 250, 'm': 647, 'k_avg': 5.176, 'intersection_count': 198, 'streets_per_node_avg': 2.684, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 173, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.208, 2: 0.0, 3: 0.692, 4: 0.1}, 'edge_length_total': 109464.93200000007, 'edge_length_avg': 169.18845749613612, 'street_length_total': 54922.93599999999, 'street_length_avg': 168.47526380368095, 'street_segments_count': 326, 'node_density_km': 24.967842991925163, 'intersection_density_km': 19.77453164960473, 'edge_density_km': 10932.412941191065, 'street_density_km': 5485.228970814216, 'circuity_avg': 1.044242742163657, 'self_loop_proportion': 0.0030911901081916537, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044242742163657\n", - "6615\n", - "18003886.86176221\n", - "{'n': 266, 'm': 698, 'k_avg': 5.2481203007518795, 'intersection_count': 199, 'streets_per_node_avg': 2.736842105263158, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 137, 4: 60, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2518796992481203, 2: 0.0, 3: 0.5150375939849624, 4: 0.22556390977443608, 5: 0.007518796992481203}, 'edge_length_total': 86756.67400000001, 'edge_length_avg': 124.29322922636105, 'street_length_total': 43378.337, 'street_length_avg': 124.29322922636103, 'street_segments_count': 349, 'node_density_km': 14.77458740117655, 'intersection_density_km': 11.053168770053134, 'edge_density_km': 4818.774671610457, 'street_density_km': 2409.387335805228, 'circuity_avg': 1.036878848409593, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.036878848409593\n", - "6616\n", - "21037255.576611318\n", - "{'n': 1812, 'm': 5110, 'k_avg': 5.640176600441501, 'intersection_count': 1517, 'streets_per_node_avg': 2.900110375275938, 'streets_per_node_counts': {0: 0, 1: 295, 2: 1, 3: 1122, 4: 380, 5: 12, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16280353200883002, 2: 0.0005518763796909492, 3: 0.6192052980132451, 4: 0.2097130242825607, 5: 0.006622516556291391, 6: 0.0011037527593818985}, 'edge_length_total': 444941.90299999976, 'edge_length_avg': 87.07277945205475, 'street_length_total': 224844.82300000003, 'street_length_avg': 87.1491562015504, 'street_segments_count': 2580, 'node_density_km': 86.1329080402738, 'intersection_density_km': 72.11016638912548, 'edge_density_km': 21150.18764589592, 'street_density_km': 10687.93513399042, 'circuity_avg': 1.0769838080360492, 'self_loop_proportion': 0.0031311154598825833, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0769838080360492\n", - "6617\n", - "45951093.374715336\n", - "{'n': 1860, 'm': 5051, 'k_avg': 5.431182795698925, 'intersection_count': 1501, 'streets_per_node_avg': 2.7951612903225804, 'streets_per_node_counts': {0: 0, 1: 359, 2: 0, 3: 1165, 4: 335, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19301075268817205, 2: 0.0, 3: 0.6263440860215054, 4: 0.18010752688172044, 5: 0.0005376344086021505}, 'edge_length_total': 708980.0840000015, 'edge_length_avg': 140.3643009305091, 'street_length_total': 354985.92899999995, 'street_length_avg': 139.59336570979156, 'street_segments_count': 2543, 'node_density_km': 40.47781811919775, 'intersection_density_km': 32.66516397683646, 'edge_density_km': 15429.014457142797, 'street_density_km': 7725.298854266905, 'circuity_avg': 1.0265246573012876, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0265246573012876\n", - "6618\n", - "8011499.238056275\n", - "{'n': 353, 'm': 938, 'k_avg': 5.314447592067989, 'intersection_count': 300, 'streets_per_node_avg': 2.813031161473088, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 262, 4: 36, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1501416430594901, 2: 0.0, 3: 0.7422096317280453, 4: 0.10198300283286119, 5: 0.0056657223796034}, 'edge_length_total': 115759.84600000005, 'edge_length_avg': 123.41134968017063, 'street_length_total': 57879.92299999999, 'street_length_avg': 123.41134968017055, 'street_segments_count': 469, 'node_density_km': 44.061665552332215, 'intersection_density_km': 37.44617469036732, 'edge_density_km': 14449.21138482007, 'street_density_km': 7224.60569241003, 'circuity_avg': 1.0637290648315132, 'self_loop_proportion': 0.0021321961620469083, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0637290648315132\n", - "6619\n", - "52957780.563602924\n", - "{'n': 2677, 'm': 7614, 'k_avg': 5.688457228240567, 'intersection_count': 2228, 'streets_per_node_avg': 2.9469555472543894, 'streets_per_node_counts': {0: 0, 1: 449, 2: 0, 3: 1478, 4: 744, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16772506537168472, 2: 0.0, 3: 0.5521105715353007, 4: 0.27792304818827046, 5: 0.0022413149047441168}, 'edge_length_total': 1096725.180999998, 'edge_length_avg': 144.0406069083265, 'street_length_total': 554690.0599999995, 'street_length_avg': 142.96135567010296, 'street_segments_count': 3880, 'node_density_km': 50.54970150769236, 'intersection_density_km': 42.07124951779551, 'edge_density_km': 20709.424929219193, 'street_density_km': 10474.193859650333, 'circuity_avg': 1.0311026862179915, 'self_loop_proportion': 0.0007880220646178094, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0311026862179915\n", - "6620\n", - "9012988.786288923\n", - "{'n': 227, 'm': 534, 'k_avg': 4.704845814977974, 'intersection_count': 154, 'streets_per_node_avg': 2.4537444933920707, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 132, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32158590308370044, 2: 0.0, 3: 0.5814977973568282, 4: 0.09691629955947137}, 'edge_length_total': 107880.24400000005, 'edge_length_avg': 202.0229288389514, 'street_length_total': 53940.12199999998, 'street_length_avg': 202.02292883895123, 'street_segments_count': 267, 'node_density_km': 25.185874007224495, 'intersection_density_km': 17.086451969658906, 'edge_density_km': 11969.419529747302, 'street_density_km': 5984.709764873646, 'circuity_avg': 1.0695990291481823, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0695990291481823\n", - "6621\n", - "8988560.069835555\n", - "{'n': 231, 'm': 684, 'k_avg': 5.922077922077922, 'intersection_count': 195, 'streets_per_node_avg': 3.0735930735930737, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 106, 4: 89}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15584415584415584, 2: 0.0, 3: 0.4588744588744589, 4: 0.3852813852813853}, 'edge_length_total': 114712.16299999994, 'edge_length_avg': 167.70784064327478, 'street_length_total': 57534.44199999997, 'street_length_avg': 165.80530835734862, 'street_segments_count': 347, 'node_density_km': 25.699333175199676, 'intersection_density_km': 21.69424229075297, 'edge_density_km': 12762.01773240178, 'street_density_km': 6400.851922109095, 'circuity_avg': 1.0075022323598593, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0075022323598593\n", - "6622\n", - "11023408.314702613\n", - "{'n': 386, 'm': 1098, 'k_avg': 5.689119170984456, 'intersection_count': 339, 'streets_per_node_avg': 2.994818652849741, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 247, 4: 92}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12176165803108809, 2: 0.0, 3: 0.6398963730569949, 4: 0.23834196891191708}, 'edge_length_total': 176608.89399999974, 'edge_length_avg': 160.84598724954438, 'street_length_total': 88304.44700000012, 'street_length_avg': 160.84598724954483, 'street_segments_count': 549, 'node_density_km': 35.01639320437469, 'intersection_density_km': 30.752739109541498, 'edge_density_km': 16021.260299724663, 'street_density_km': 8010.630149862353, 'circuity_avg': 1.0831984562611057, 'self_loop_proportion': 0.0036429872495446266, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0831984562611057\n", - "6623\n", - "13989626.69021463\n", - "{'n': 347, 'm': 922, 'k_avg': 5.314121037463977, 'intersection_count': 282, 'streets_per_node_avg': 2.7723342939481266, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 232, 4: 49, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1873198847262248, 2: 0.0, 3: 0.6685878962536023, 4: 0.14121037463976946, 5: 0.002881844380403458}, 'edge_length_total': 170656.83599999992, 'edge_length_avg': 185.09418221258127, 'street_length_total': 85328.41799999998, 'street_length_avg': 185.0941822125813, 'street_segments_count': 461, 'node_density_km': 24.804092895682288, 'intersection_density_km': 20.15779307372451, 'edge_density_km': 12198.812718810419, 'street_density_km': 6099.40635940521, 'circuity_avg': 1.0419187259201979, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0419187259201979\n", - "6624\n", - "8012689.029953296\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 597, 'm': 1548, 'k_avg': 5.185929648241206, 'intersection_count': 458, 'streets_per_node_avg': 2.6716917922948076, 'streets_per_node_counts': {0: 0, 1: 139, 2: 0, 3: 376, 4: 82}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23283082077051925, 2: 0.0, 3: 0.6298157453936348, 4: 0.1373534338358459}, 'edge_length_total': 140970.8379999998, 'edge_length_avg': 91.06643281653734, 'street_length_total': 70485.419, 'street_length_avg': 91.06643281653746, 'street_segments_count': 774, 'node_density_km': 74.50682258705848, 'intersection_density_km': 57.159337931110194, 'edge_density_km': 17593.4492743969, 'street_density_km': 8796.72463719846, 'circuity_avg': 1.0667813200179428, 'self_loop_proportion': 0.002583979328165375, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0667813200179428\n", - "6625\n", - "84894286.55280042\n", - "{'n': 3230, 'm': 8776, 'k_avg': 5.434055727554179, 'intersection_count': 2699, 'streets_per_node_avg': 2.8390092879256965, 'streets_per_node_counts': {0: 0, 1: 531, 2: 0, 3: 2163, 4: 530, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16439628482972135, 2: 0.0, 3: 0.6696594427244582, 4: 0.16408668730650156, 5: 0.0018575851393188853}, 'edge_length_total': 1312396.904000006, 'edge_length_avg': 149.5438587055613, 'street_length_total': 664339.5779999987, 'street_length_avg': 147.86102336968588, 'street_segments_count': 4493, 'node_density_km': 38.04731897936483, 'intersection_density_km': 31.792481091425906, 'edge_density_km': 15459.189979572468, 'street_density_km': 7825.492208911013, 'circuity_avg': 1.0454110773635807, 'self_loop_proportion': 0.0011394712853236098, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454110773635807\n", - "6626\n", - "14025634.725348923\n", - "{'n': 305, 'm': 828, 'k_avg': 5.4295081967213115, 'intersection_count': 257, 'streets_per_node_avg': 2.839344262295082, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 210, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15737704918032788, 2: 0.0, 3: 0.6885245901639344, 4: 0.1540983606557377}, 'edge_length_total': 175763.84200000006, 'edge_length_avg': 212.2751714975846, 'street_length_total': 87881.92099999999, 'street_length_avg': 212.27517149758452, 'street_segments_count': 414, 'node_density_km': 21.745896422695576, 'intersection_density_km': 18.323591411910698, 'edge_density_km': 12531.614108154201, 'street_density_km': 6265.807054077098, 'circuity_avg': 1.0460960074227443, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0460960074227443\n", - "6627\n", - "24970840.67424966\n", - "{'n': 416, 'm': 1110, 'k_avg': 5.336538461538462, 'intersection_count': 328, 'streets_per_node_avg': 2.7764423076923075, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 245, 4: 83}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21153846153846154, 2: 0.0, 3: 0.5889423076923077, 4: 0.19951923076923078}, 'edge_length_total': 168290.2079999998, 'edge_length_avg': 151.61279999999982, 'street_length_total': 84145.10400000008, 'street_length_avg': 151.61280000000014, 'street_segments_count': 555, 'node_density_km': 16.659431111143405, 'intersection_density_km': 13.135320683786148, 'edge_density_km': 6739.469054942288, 'street_density_km': 3369.734527471151, 'circuity_avg': 1.0379654391219215, 'self_loop_proportion': 0.0018018018018018018, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0379654391219215\n", - "6628\n", - "6007849.366629307\n", - "{'n': 176, 'm': 452, 'k_avg': 5.136363636363637, 'intersection_count': 142, 'streets_per_node_avg': 2.710227272727273, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 125, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19318181818181818, 2: 0.0, 3: 0.7102272727272727, 4: 0.09659090909090909}, 'edge_length_total': 74508.772, 'edge_length_avg': 164.84241592920353, 'street_length_total': 37254.38599999998, 'street_length_avg': 164.84241592920344, 'street_segments_count': 226, 'node_density_km': 29.295008789267374, 'intersection_density_km': 23.63574572770436, 'edge_density_km': 12401.904151235902, 'street_density_km': 6200.952075617947, 'circuity_avg': 1.0813509665457504, 'self_loop_proportion': 0.004424778761061947, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0813509665457504\n", - "6629\n", - "5992841.57427996\n", - "{'n': 135, 'm': 402, 'k_avg': 5.955555555555556, 'intersection_count': 110, 'streets_per_node_avg': 3.074074074074074, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 50, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18518518518518517, 2: 0.0, 3: 0.37037037037037035, 4: 0.4444444444444444}, 'edge_length_total': 75298.79000000005, 'edge_length_avg': 187.31042288557228, 'street_length_total': 37649.395000000004, 'street_length_avg': 187.31042288557217, 'street_segments_count': 201, 'node_density_km': 22.526876161617913, 'intersection_density_km': 18.355232427984966, 'edge_density_km': 12564.789018145737, 'street_density_km': 6282.394509072865, 'circuity_avg': 1.0261238938005834, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0261238938005834\n", - "6630\n", - "16979641.098517034\n", - "{'n': 505, 'm': 1314, 'k_avg': 5.203960396039604, 'intersection_count': 389, 'streets_per_node_avg': 2.732673267326733, 'streets_per_node_counts': {0: 0, 1: 116, 2: 0, 3: 292, 4: 97}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2297029702970297, 2: 0.0, 3: 0.5782178217821782, 4: 0.19207920792079208}, 'edge_length_total': 224389.8519999999, 'edge_length_avg': 170.76853272450523, 'street_length_total': 112194.92600000002, 'street_length_avg': 170.76853272450535, 'street_segments_count': 657, 'node_density_km': 29.74150025138668, 'intersection_density_km': 22.909789302553303, 'edge_density_km': 13215.22938547845, 'street_density_km': 6607.614692739228, 'circuity_avg': 1.0219792320577792, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0219792320577792\n", - "6631\n", - "8009334.861333057\n", - "{'n': 671, 'm': 1832, 'k_avg': 5.460506706408346, 'intersection_count': 570, 'streets_per_node_avg': 2.825633383010432, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 487, 4: 82, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15052160953800298, 2: 0.0, 3: 0.7257824143070045, 4: 0.12220566318926974, 5: 0.0, 6: 0.0014903129657228018}, 'edge_length_total': 181604.83799999996, 'edge_length_avg': 99.12927838427946, 'street_length_total': 90802.41900000004, 'street_length_avg': 99.12927838427952, 'street_segments_count': 916, 'node_density_km': 83.7772438806885, 'intersection_density_km': 71.16695828910946, 'edge_density_km': 22674.14724744996, 'street_density_km': 11337.073623724988, 'circuity_avg': 1.0503483928370354, 'self_loop_proportion': 0.001091703056768559, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0503483928370354\n", - "6632\n", - "18981812.587344352\n", - "{'n': 723, 'm': 2162, 'k_avg': 5.980636237897649, 'intersection_count': 657, 'streets_per_node_avg': 3.1576763485477177, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 411, 4: 246}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0912863070539419, 2: 0.0, 3: 0.5684647302904564, 4: 0.34024896265560167}, 'edge_length_total': 350225.6080000005, 'edge_length_avg': 161.99149306197987, 'street_length_total': 178133.8480000001, 'street_length_avg': 160.48094414414422, 'street_segments_count': 1110, 'node_density_km': 38.08909168569298, 'intersection_density_km': 34.612079166667066, 'edge_density_km': 18450.58823484037, 'street_density_km': 9384.448781185754, 'circuity_avg': 1.0187746299963072, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0187746299963072\n", - "6633\n", - "12013885.326101055\n", - "{'n': 590, 'm': 1434, 'k_avg': 4.861016949152543, 'intersection_count': 420, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 170, 2: 0, 3: 375, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.288135593220339, 2: 0.0, 3: 0.635593220338983, 4: 0.07627118644067797}, 'edge_length_total': 179502.282, 'edge_length_avg': 125.17592887029289, 'street_length_total': 89751.141, 'street_length_avg': 125.17592887029289, 'street_segments_count': 717, 'node_density_km': 49.10984115340116, 'intersection_density_km': 34.9595479397093, 'edge_density_km': 14941.234840157664, 'street_density_km': 7470.617420078832, 'circuity_avg': 1.0650140323213788, 'self_loop_proportion': 0.001394700139470014, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0650140323213788\n", - "6634\n", - "110876396.52298555\n", - "error with entry 6634\n", - "6635\n", - "29058647.073198058\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1492, 'm': 4054, 'k_avg': 5.434316353887399, 'intersection_count': 1234, 'streets_per_node_avg': 2.7640750670241285, 'streets_per_node_counts': {0: 0, 1: 258, 2: 0, 3: 1074, 4: 156, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17292225201072386, 2: 0.0, 3: 0.7198391420911529, 4: 0.10455764075067024, 5: 0.002680965147453083}, 'edge_length_total': 454188.8550000011, 'edge_length_avg': 112.03474469659622, 'street_length_total': 227511.18699999977, 'street_length_avg': 111.96416683070855, 'street_segments_count': 2032, 'node_density_km': 51.344441337605524, 'intersection_density_km': 42.465844913274275, 'edge_density_km': 15630.075751837652, 'street_density_km': 7829.379889122311, 'circuity_avg': 1.0805448788757275, 'self_loop_proportion': 0.00493339911198816, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0805448788757275\n", - "6636\n", - "3999222.300726583\n", - "{'n': 62, 'm': 168, 'k_avg': 5.419354838709677, 'intersection_count': 54, 'streets_per_node_avg': 2.8870967741935485, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 45, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12903225806451613, 2: 0.0, 3: 0.7258064516129032, 4: 0.14516129032258066}, 'edge_length_total': 28901.604000000014, 'edge_length_avg': 172.03335714285723, 'street_length_total': 14450.802000000007, 'street_length_avg': 172.03335714285723, 'street_segments_count': 84, 'node_density_km': 15.503014170714083, 'intersection_density_km': 13.502625245460653, 'edge_density_km': 7226.806070457533, 'street_density_km': 3613.4030352287664, 'circuity_avg': 1.07175906642391, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07175906642391\n", - "6637\n", - "167181672.49242404\n", - "{'n': 27793, 'm': 78773, 'k_avg': 5.668549634800129, 'intersection_count': 23411, 'streets_per_node_avg': 2.8924189544129817, 'streets_per_node_counts': {0: 0, 1: 4382, 2: 13, 3: 17836, 4: 5360, 5: 180, 6: 21, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1576655992516101, 2: 0.00046774367646529704, 3: 0.6417443241103875, 4: 0.19285431583492246, 5: 0.0064764509049041125, 6: 0.0007555859389054798, 7: 3.5980282805022846e-05}, 'edge_length_total': 5177110.169000057, 'edge_length_avg': 65.72188654742179, 'street_length_total': 2632486.1799999843, 'street_length_avg': 65.84507703851887, 'street_segments_count': 39980, 'node_density_km': 166.24429930415644, 'intersection_density_km': 140.0332922322026, 'edge_density_km': 30966.971988120655, 'street_density_km': 15746.260584390777, 'circuity_avg': 1.075925894322539, 'self_loop_proportion': 0.002869003338707425, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075925894322539\n", - "6638\n", - "7990431.362962121\n", - "{'n': 205, 'm': 640, 'k_avg': 6.2439024390243905, 'intersection_count': 193, 'streets_per_node_avg': 3.209756097560976, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 126, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05853658536585366, 2: 0.0, 3: 0.6146341463414634, 4: 0.32682926829268294}, 'edge_length_total': 127452.01600000016, 'edge_length_avg': 199.14377500000026, 'street_length_total': 63726.00800000001, 'street_length_avg': 199.14377500000003, 'street_segments_count': 320, 'node_density_km': 25.655686243702963, 'intersection_density_km': 24.15388997577889, 'edge_density_km': 15950.580164016654, 'street_density_km': 7975.290082008318, 'circuity_avg': 1.0702114093164914, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0702114093164914\n", - "6639\n", - "24028391.97984278\n", - "{'n': 1211, 'm': 3355, 'k_avg': 5.540875309661437, 'intersection_count': 990, 'streets_per_node_avg': 2.8109000825763832, 'streets_per_node_counts': {0: 0, 1: 221, 2: 0, 3: 779, 4: 209, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18249380677126342, 2: 0.0, 3: 0.643270024772915, 4: 0.17258464079273328, 5: 0.0016515276630883566}, 'edge_length_total': 340576.05300000095, 'edge_length_avg': 101.51298152011951, 'street_length_total': 170601.8330000001, 'street_length_avg': 101.30750178147274, 'street_segments_count': 1684, 'node_density_km': 50.39871169972165, 'intersection_density_km': 41.20125894527203, 'edge_density_km': 14173.901161830032, 'street_density_km': 7100.0104019909695, 'circuity_avg': 1.0829861713347666, 'self_loop_proportion': 0.0011922503725782414, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0829861713347666\n", - "6640\n", - "52942678.10870585\n", - "{'n': 1744, 'm': 4801, 'k_avg': 5.5057339449541285, 'intersection_count': 1451, 'streets_per_node_avg': 2.895642201834862, 'streets_per_node_counts': {0: 0, 1: 293, 2: 0, 3: 1049, 4: 400, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1680045871559633, 2: 0.0, 3: 0.6014908256880734, 4: 0.22935779816513763, 5: 0.0011467889908256881}, 'edge_length_total': 774346.5579999967, 'edge_length_avg': 161.28859779212596, 'street_length_total': 407127.7350000006, 'street_length_avg': 164.5625444624093, 'street_segments_count': 2474, 'node_density_km': 32.941287866456044, 'intersection_density_km': 27.40700039806635, 'edge_density_km': 14626.131235938814, 'street_density_km': 7689.972429503012, 'circuity_avg': 1.0374619564404672, 'self_loop_proportion': 0.00041657987919183504, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0374619564404672\n", - "6641\n", - "6006489.11278468\n", - "{'n': 313, 'm': 842, 'k_avg': 5.380191693290735, 'intersection_count': 250, 'streets_per_node_avg': 2.792332268370607, 'streets_per_node_counts': {0: 0, 1: 63, 2: 1, 3: 200, 4: 41, 5: 5, 6: 1, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2012779552715655, 2: 0.003194888178913738, 3: 0.6389776357827476, 4: 0.13099041533546327, 5: 0.01597444089456869, 6: 0.003194888178913738, 7: 0.006389776357827476}, 'edge_length_total': 97356.71199999994, 'edge_length_avg': 115.62554869358662, 'street_length_total': 48678.356000000014, 'street_length_avg': 115.62554869358674, 'street_segments_count': 421, 'node_density_km': 52.110308388603656, 'intersection_density_km': 41.6216520675748, 'edge_density_km': 16208.588773228328, 'street_density_km': 8104.294386614171, 'circuity_avg': 1.0649890096173624, 'self_loop_proportion': 0.0023752969121140144, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0649890096173624\n", - "6642\n", - "11989535.38103271\n", - "{'n': 274, 'm': 723, 'k_avg': 5.2773722627737225, 'intersection_count': 220, 'streets_per_node_avg': 2.7773722627737225, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 173, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19708029197080293, 2: 0.0, 3: 0.6313868613138686, 4: 0.17153284671532848}, 'edge_length_total': 99443.28100000003, 'edge_length_avg': 137.5425739972338, 'street_length_total': 50141.89399999998, 'street_length_avg': 137.37505205479445, 'street_segments_count': 365, 'node_density_km': 22.85326255706826, 'intersection_density_km': 18.34933489983583, 'edge_density_km': 8294.173030034008, 'street_density_km': 4182.138206900311, 'circuity_avg': 1.052903320693317, 'self_loop_proportion': 0.0013831258644536654, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052903320693317\n", - "6643\n", - "35037467.19309393\n", - "{'n': 2740, 'm': 7976, 'k_avg': 5.821897810218978, 'intersection_count': 2410, 'streets_per_node_avg': 3.0032846715328465, 'streets_per_node_counts': {0: 0, 1: 330, 2: 2, 3: 1787, 4: 588, 5: 18, 6: 14, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12043795620437957, 2: 0.00072992700729927, 3: 0.6521897810218978, 4: 0.2145985401459854, 5: 0.006569343065693431, 6: 0.0051094890510948905, 7: 0.0, 8: 0.000364963503649635}, 'edge_length_total': 636199.2019999953, 'edge_length_avg': 79.76419282848487, 'street_length_total': 321880.1040000005, 'street_length_avg': 78.98898257668725, 'street_segments_count': 4075, 'node_density_km': 78.2019997307359, 'intersection_density_km': 68.78351071207064, 'edge_density_km': 18157.682417335047, 'street_density_km': 9186.740075305579, 'circuity_avg': 1.0846697771110767, 'self_loop_proportion': 0.0031344032096288867, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0846697771110767\n", - "6644\n", - "3996081.694731872\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 129, 'm': 375, 'k_avg': 5.813953488372093, 'intersection_count': 122, 'streets_per_node_avg': 3.248062015503876, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 76, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05426356589147287, 2: 0.0, 3: 0.5891472868217055, 4: 0.35658914728682173}, 'edge_length_total': 62960.079000000005, 'edge_length_avg': 167.89354400000002, 'street_length_total': 33158.644, 'street_length_avg': 172.70127083333333, 'street_segments_count': 192, 'node_density_km': 32.28162231269288, 'intersection_density_km': 30.529906373244433, 'edge_density_km': 15755.453419033387, 'street_density_km': 8297.789317899535, 'circuity_avg': 1.012436695659371, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.012436695659371\n", - "6645\n", - "21022293.71372433\n", - "{'n': 661, 'm': 1721, 'k_avg': 5.207261724659607, 'intersection_count': 520, 'streets_per_node_avg': 2.6777609682299546, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 451, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21331316187594554, 2: 0.0, 3: 0.6822995461422088, 4: 0.1043872919818457}, 'edge_length_total': 272187.85799999966, 'edge_length_avg': 158.15680302149892, 'street_length_total': 136411.30000000002, 'street_length_avg': 157.5188221709007, 'street_segments_count': 866, 'node_density_km': 31.442810618161445, 'intersection_density_km': 24.735645266934874, 'edge_density_km': 12947.581348951602, 'street_density_km': 6488.887552310449, 'circuity_avg': 1.0886704432181904, 'self_loop_proportion': 0.003486345148169669, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0886704432181904\n", - "6646\n", - "5992655.04486843\n", - "{'n': 166, 'm': 550, 'k_avg': 6.626506024096385, 'intersection_count': 158, 'streets_per_node_avg': 3.4216867469879517, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 72, 4: 86}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04819277108433735, 2: 0.0, 3: 0.43373493975903615, 4: 0.5180722891566265}, 'edge_length_total': 85463.16599999985, 'edge_length_avg': 155.38757454545427, 'street_length_total': 42731.58299999999, 'street_length_avg': 155.38757454545453, 'street_segments_count': 275, 'node_density_km': 27.700576582018925, 'intersection_density_km': 26.36560903589753, 'edge_density_km': 14261.319124848143, 'street_density_km': 7130.659562424083, 'circuity_avg': 1.015373137279276, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.015373137279276\n", - "6647\n", - "11012260.032646667\n", - "{'n': 650, 'm': 1669, 'k_avg': 5.135384615384615, 'intersection_count': 508, 'streets_per_node_avg': 2.6784615384615384, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 433, 4: 75}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21846153846153846, 2: 0.0, 3: 0.6661538461538462, 4: 0.11538461538461539}, 'edge_length_total': 179857.73, 'edge_length_avg': 107.76376872378671, 'street_length_total': 90444.19999999997, 'street_length_avg': 106.40494117647054, 'street_segments_count': 850, 'node_density_km': 59.02512273348309, 'intersection_density_km': 46.13040361324524, 'edge_density_km': 16332.499365870251, 'street_density_km': 8213.046162356444, 'circuity_avg': 1.048237652904268, 'self_loop_proportion': 0.0017974835230677051, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048237652904268\n", - "6648\n", - "9993936.09403033\n", - "{'n': 163, 'm': 388, 'k_avg': 4.7607361963190185, 'intersection_count': 100, 'streets_per_node_avg': 2.4907975460122698, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 57, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.38650306748466257, 2: 0.0, 3: 0.3496932515337423, 4: 0.26380368098159507}, 'edge_length_total': 81114.62400000003, 'edge_length_avg': 209.05830927835058, 'street_length_total': 40557.312, 'street_length_avg': 209.0583092783505, 'street_segments_count': 194, 'node_density_km': 16.309890164033035, 'intersection_density_km': 10.00606758529634, 'edge_density_km': 8116.3840989990085, 'street_density_km': 4058.1920494995024, 'circuity_avg': 1.0412966836921669, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0412966836921669\n", - "6649\n", - "9008768.46416055\n", - "{'n': 206, 'm': 530, 'k_avg': 5.145631067961165, 'intersection_count': 164, 'streets_per_node_avg': 2.6650485436893203, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 149, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20388349514563106, 2: 0.0, 3: 0.7233009708737864, 4: 0.07281553398058252}, 'edge_length_total': 96974.72000000028, 'edge_length_avg': 182.9711698113213, 'street_length_total': 48487.35999999999, 'street_length_avg': 182.97116981132072, 'street_segments_count': 265, 'node_density_km': 22.866610549436, 'intersection_density_km': 18.204486068483032, 'edge_density_km': 10764.481336799072, 'street_density_km': 5382.24066839952, 'circuity_avg': 1.0488911654967585, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0488911654967585\n", - "6650\n", - "15979778.650690248\n", - "{'n': 468, 'm': 1292, 'k_avg': 5.521367521367521, 'intersection_count': 403, 'streets_per_node_avg': 2.8824786324786325, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 329, 4: 73, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1388888888888889, 2: 0.0, 3: 0.7029914529914529, 4: 0.15598290598290598, 5: 0.002136752136752137}, 'edge_length_total': 235011.7389999995, 'edge_length_avg': 181.89763080495317, 'street_length_total': 117842.85100000011, 'street_length_avg': 180.1878455657494, 'street_segments_count': 654, 'node_density_km': 29.287013933687042, 'intersection_density_km': 25.21937310956384, 'edge_density_km': 14706.820672378222, 'street_density_km': 7374.498331671814, 'circuity_avg': 1.038448278420225, 'self_loop_proportion': 0.0015479876160990713, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038448278420225\n", - "6651\n", - "18026651.08128478\n", - "{'n': 777, 'm': 2038, 'k_avg': 5.245817245817245, 'intersection_count': 605, 'streets_per_node_avg': 2.709137709137709, 'streets_per_node_counts': {0: 0, 1: 172, 2: 0, 3: 489, 4: 114, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22136422136422138, 2: 0.0, 3: 0.6293436293436293, 4: 0.14671814671814673, 5: 0.002574002574002574}, 'edge_length_total': 255725.2499999999, 'edge_length_avg': 125.47853287536796, 'street_length_total': 128770.92700000003, 'street_length_avg': 125.38551801363197, 'street_segments_count': 1027, 'node_density_km': 43.10284791647625, 'intersection_density_km': 33.56141954886503, 'edge_density_km': 14185.954387584125, 'street_density_km': 7143.363812798799, 'circuity_avg': 1.0624148273048553, 'self_loop_proportion': 0.002944062806673209, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0624148273048553\n", - "6652\n", - "8988791.40582969\n", - "{'n': 204, 'm': 586, 'k_avg': 5.745098039215686, 'intersection_count': 188, 'streets_per_node_avg': 3.019607843137255, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 152, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0784313725490196, 2: 0.0, 3: 0.7450980392156863, 4: 0.17647058823529413}, 'edge_length_total': 119336.8400000001, 'edge_length_avg': 203.64648464163838, 'street_length_total': 59668.41999999999, 'street_length_avg': 203.64648464163818, 'street_segments_count': 293, 'node_density_km': 22.694930918932613, 'intersection_density_km': 20.914936337055547, 'edge_density_km': 13276.18303864567, 'street_density_km': 6638.091519322828, 'circuity_avg': 1.0468106935489612, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0468106935489612\n", - "6653\n", - "17020636.407397356\n", - "{'n': 678, 'm': 1845, 'k_avg': 5.442477876106195, 'intersection_count': 551, 'streets_per_node_avg': 2.814159292035398, 'streets_per_node_counts': {0: 0, 1: 127, 2: 0, 3: 425, 4: 124, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1873156342182891, 2: 0.0, 3: 0.6268436578171092, 4: 0.18289085545722714, 5: 0.0029498525073746312}, 'edge_length_total': 239421.0990000003, 'edge_length_avg': 129.7675333333335, 'street_length_total': 120485.08999999998, 'street_length_avg': 129.41470461868957, 'street_segments_count': 931, 'node_density_km': 39.833998199111626, 'intersection_density_km': 32.37246756299485, 'edge_density_km': 14066.518623001974, 'street_density_km': 7078.765277403837, 'circuity_avg': 1.0662408290463337, 'self_loop_proportion': 0.0032520325203252032, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0662408290463337\n", - "6654\n", - "9989561.961611718\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 135, 'm': 448, 'k_avg': 6.637037037037037, 'intersection_count': 123, 'streets_per_node_avg': 3.4444444444444446, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 40, 4: 82, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08888888888888889, 2: 0.0, 3: 0.2962962962962963, 4: 0.6074074074074074, 5: 0.007407407407407408}, 'edge_length_total': 112345.51199999996, 'edge_length_avg': 250.77123214285706, 'street_length_total': 56172.75600000002, 'street_length_avg': 250.77123214285726, 'street_segments_count': 224, 'node_density_km': 13.514106075800251, 'intersection_density_km': 12.312852202395785, 'edge_density_km': 11246.290120800662, 'street_density_km': 5623.145060400336, 'circuity_avg': 1.015890206080923, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.015890206080923\n", - "6655\n", - "7014173.705862463\n", - "{'n': 428, 'm': 1171, 'k_avg': 5.47196261682243, 'intersection_count': 357, 'streets_per_node_avg': 2.8598130841121496, 'streets_per_node_counts': {0: 0, 1: 71, 2: 2, 3: 274, 4: 78, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1658878504672897, 2: 0.004672897196261682, 3: 0.6401869158878505, 4: 0.1822429906542056, 5: 0.007009345794392523}, 'edge_length_total': 114223.5900000001, 'edge_length_avg': 97.54362937660127, 'street_length_total': 57924.46599999999, 'street_length_avg': 97.6803811129848, 'street_segments_count': 593, 'node_density_km': 61.01930433263673, 'intersection_density_km': 50.89694309988624, 'edge_density_km': 16284.682243402633, 'street_density_km': 8258.20238121371, 'circuity_avg': 1.0574246173105568, 'self_loop_proportion': 0.0034158838599487617, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0574246173105568\n", - "6656\n", - "16979421.490234826\n", - "{'n': 389, 'm': 1048, 'k_avg': 5.388174807197943, 'intersection_count': 320, 'streets_per_node_avg': 2.763496143958869, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 274, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17737789203084833, 2: 0.0, 3: 0.7043701799485861, 4: 0.11825192802056556}, 'edge_length_total': 201833.01699999988, 'edge_length_avg': 192.5887566793892, 'street_length_total': 100995.77399999995, 'street_length_avg': 192.37290285714275, 'street_segments_count': 525, 'node_density_km': 22.910085612971027, 'intersection_density_km': 18.84634292069596, 'edge_density_km': 11886.919534689547, 'street_density_km': 5948.128094828463, 'circuity_avg': 1.027069035306137, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027069035306137\n", - "6657\n", - "12019972.55724921\n", - "{'n': 790, 'm': 2032, 'k_avg': 5.144303797468354, 'intersection_count': 597, 'streets_per_node_avg': 2.6151898734177217, 'streets_per_node_counts': {0: 0, 1: 193, 2: 0, 3: 521, 4: 71, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24430379746835443, 2: 0.0, 3: 0.6594936708860759, 4: 0.08987341772151898, 5: 0.005063291139240506, 6: 0.0012658227848101266}, 'edge_length_total': 181231.78200000004, 'edge_length_avg': 89.18886909448821, 'street_length_total': 90615.89100000002, 'street_length_avg': 89.18886909448821, 'street_segments_count': 1016, 'node_density_km': 65.7239437309325, 'intersection_density_km': 49.66733469286925, 'edge_density_km': 15077.553724588137, 'street_density_km': 7538.776862294068, 'circuity_avg': 1.0729759359388225, 'self_loop_proportion': 0.002952755905511811, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0729759359388225\n", - "6658\n", - "14983057.958374098\n", - "{'n': 454, 'm': 1390, 'k_avg': 6.1233480176211454, 'intersection_count': 415, 'streets_per_node_avg': 3.2180616740088106, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 238, 4: 177}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08590308370044053, 2: 0.0, 3: 0.5242290748898678, 4: 0.3898678414096916}, 'edge_length_total': 210564.98700000005, 'edge_length_avg': 151.48560215827342, 'street_length_total': 107704.26899999991, 'street_length_avg': 150.00594568245114, 'street_segments_count': 718, 'node_density_km': 30.300890596652692, 'intersection_density_km': 27.697950655530544, 'edge_density_km': 14053.53884267092, 'street_density_km': 7188.4036822939415, 'circuity_avg': 1.031323049282674, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.031323049282674\n", - "6659\n", - "21023033.639115404\n", - "{'n': 629, 'm': 1658, 'k_avg': 5.271860095389507, 'intersection_count': 519, 'streets_per_node_avg': 2.7694753577106517, 'streets_per_node_counts': {0: 0, 1: 110, 2: 0, 3: 446, 4: 71, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17488076311605724, 2: 0.0, 3: 0.7090620031796503, 4: 0.11287758346581876, 5: 0.003179650238473768}, 'edge_length_total': 224990.68699999983, 'edge_length_avg': 135.70005247285877, 'street_length_total': 113362.23700000011, 'street_length_avg': 133.68188325471712, 'street_segments_count': 848, 'node_density_km': 29.91956397908645, 'intersection_density_km': 24.687207798324113, 'edge_density_km': 10702.103743076485, 'street_density_km': 5392.287285745413, 'circuity_avg': 1.0780979436330216, 'self_loop_proportion': 0.0036188178528347406, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0780979436330216\n", - "6660\n", - "27029646.592978843\n", - "{'n': 1967, 'm': 5384, 'k_avg': 5.474326385358414, 'intersection_count': 1591, 'streets_per_node_avg': 2.778342653787494, 'streets_per_node_counts': {0: 0, 1: 376, 2: 0, 3: 1278, 4: 310, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19115404168784952, 2: 0.0, 3: 0.6497203863751907, 4: 0.157600406710727, 5: 0.001525165226232842}, 'edge_length_total': 524697.8949999986, 'edge_length_avg': 97.45503250371445, 'street_length_total': 262566.6489999998, 'street_length_avg': 97.2829377547239, 'street_segments_count': 2699, 'node_density_km': 72.77194665619281, 'intersection_density_km': 58.86129493136897, 'edge_density_km': 19411.940633226513, 'street_density_km': 9714.024491470913, 'circuity_avg': 1.071885317408727, 'self_loop_proportion': 0.002600297176820208, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071885317408727\n", - "6661\n", - "167218053.22552857\n", - "error with entry 6661\n", - "6662\n", - "5994483.86338273\n", - "{'n': 136, 'm': 328, 'k_avg': 4.823529411764706, 'intersection_count': 98, 'streets_per_node_avg': 2.5073529411764706, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 89, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27941176470588236, 2: 0.0, 3: 0.6544117647058824, 4: 0.0661764705882353}, 'edge_length_total': 36549.29400000001, 'edge_length_avg': 111.43077439024393, 'street_length_total': 18274.646999999997, 'street_length_avg': 111.43077439024388, 'street_segments_count': 164, 'node_density_km': 22.687524580849274, 'intersection_density_km': 16.348363300906094, 'edge_density_km': 6097.154456159464, 'street_density_km': 3048.577228079731, 'circuity_avg': 1.0761659306487128, 'self_loop_proportion': 0.006097560975609756, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0761659306487128\n", - "6663\n", - "9009842.977138288\n", - "{'n': 224, 'm': 583, 'k_avg': 5.205357142857143, 'intersection_count': 185, 'streets_per_node_avg': 2.7723214285714284, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 159, 4: 25, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17410714285714285, 2: 0.0, 3: 0.7098214285714286, 4: 0.11160714285714286, 5: 0.004464285714285714}, 'edge_length_total': 105928.65299999998, 'edge_length_avg': 181.69580274442535, 'street_length_total': 53065.008000000045, 'street_length_avg': 181.10924232081928, 'street_segments_count': 293, 'node_density_km': 24.86169854107125, 'intersection_density_km': 20.53309924150974, 'edge_density_km': 11756.99213280242, 'street_density_km': 5889.670678462211, 'circuity_avg': 1.060745974606818, 'self_loop_proportion': 0.003430531732418525, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060745974606818\n", - "6664\n", - "11989171.19800178\n", - "{'n': 547, 'm': 1428, 'k_avg': 5.221206581352834, 'intersection_count': 437, 'streets_per_node_avg': 2.749542961608775, 'streets_per_node_counts': {0: 0, 1: 110, 2: 0, 3: 356, 4: 79, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20109689213893966, 2: 0.0, 3: 0.6508226691042047, 4: 0.14442413162705667, 5: 0.003656307129798903}, 'edge_length_total': 216051.9260000003, 'edge_length_avg': 151.29686694677892, 'street_length_total': 108025.96299999993, 'street_length_avg': 151.2968669467786, 'street_segments_count': 714, 'node_density_km': 45.62450489414713, 'intersection_density_km': 36.4495587545563, 'edge_density_km': 18020.58894913515, 'street_density_km': 9010.294474567558, 'circuity_avg': 1.0516210317648484, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0516210317648484\n", - "6665\n", - "11016391.722689044\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 785, 'm': 2122, 'k_avg': 5.406369426751592, 'intersection_count': 670, 'streets_per_node_avg': 2.7796178343949043, 'streets_per_node_counts': {0: 0, 1: 115, 2: 0, 3: 613, 4: 57}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1464968152866242, 2: 0.0, 3: 0.780891719745223, 4: 0.07261146496815286}, 'edge_length_total': 215050.17600000033, 'edge_length_avg': 101.3431555136665, 'street_length_total': 107829.43800000014, 'street_length_avg': 101.24829859154943, 'street_segments_count': 1065, 'node_density_km': 71.25745160125675, 'intersection_density_km': 60.81846187623188, 'edge_density_km': 19520.926761989514, 'street_density_km': 9788.090394236593, 'circuity_avg': 1.060879892734951, 'self_loop_proportion': 0.001885014137606032, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060879892734951\n", - "6666\n", - "11988843.050667422\n", - "{'n': 334, 'm': 896, 'k_avg': 5.365269461077844, 'intersection_count': 272, 'streets_per_node_avg': 2.7904191616766467, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 218, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18562874251497005, 2: 0.0, 3: 0.6526946107784432, 4: 0.16167664670658682}, 'edge_length_total': 168302.4460000001, 'edge_length_avg': 187.83755133928585, 'street_length_total': 84151.22300000006, 'street_length_avg': 187.83755133928585, 'street_segments_count': 448, 'node_density_km': 27.85923533976084, 'intersection_density_km': 22.68776051621242, 'edge_density_km': 14038.255842429322, 'street_density_km': 7019.127921214661, 'circuity_avg': 1.034574708542681, 'self_loop_proportion': 0.002232142857142857, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034574708542681\n", - "6667\n", - "7009196.307544112\n", - "{'n': 181, 'm': 471, 'k_avg': 5.204419889502763, 'intersection_count': 142, 'streets_per_node_avg': 2.734806629834254, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 113, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2154696132596685, 2: 0.0, 3: 0.6243093922651933, 4: 0.15469613259668508, 5: 0.0055248618784530384}, 'edge_length_total': 71862.25499999998, 'edge_length_avg': 152.57378980891716, 'street_length_total': 36069.39499999998, 'street_length_avg': 152.83641949152536, 'street_segments_count': 236, 'node_density_km': 25.823217393010772, 'intersection_density_km': 20.259098728218397, 'edge_density_km': 10252.567034347927, 'street_density_km': 5146.0101012120185, 'circuity_avg': 1.0615899553555934, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0615899553555934\n", - "6668\n", - "11986453.700011995\n", - "{'n': 188, 'm': 514, 'k_avg': 5.468085106382978, 'intersection_count': 155, 'streets_per_node_avg': 2.856382978723404, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 117, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17553191489361702, 2: 0.0, 3: 0.6223404255319149, 4: 0.19680851063829788, 5: 0.005319148936170213}, 'edge_length_total': 85707.97, 'edge_length_avg': 166.7470233463035, 'street_length_total': 42853.984999999986, 'street_length_avg': 166.74702334630345, 'street_segments_count': 257, 'node_density_km': 15.68437210080008, 'intersection_density_km': 12.931264232042619, 'edge_density_km': 7150.4026249160115, 'street_density_km': 3575.2013124580044, 'circuity_avg': 1.0520655889222328, 'self_loop_proportion': 0.0038910505836575876, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0520655889222328\n", - "6669\n", - "11014450.444424914\n", - "{'n': 582, 'm': 1592, 'k_avg': 5.470790378006873, 'intersection_count': 470, 'streets_per_node_avg': 2.804123711340206, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 362, 4: 106, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19243986254295534, 2: 0.0, 3: 0.6219931271477663, 4: 0.18213058419243985, 5: 0.003436426116838488}, 'edge_length_total': 170085.80199999944, 'edge_length_avg': 106.83781532663282, 'street_length_total': 86427.07099999997, 'street_length_avg': 107.22961662531013, 'street_segments_count': 806, 'node_density_km': 52.8396766535534, 'intersection_density_km': 42.671216541529375, 'edge_density_km': 15442.059761237588, 'street_density_km': 7846.698429130069, 'circuity_avg': 1.0676434047340677, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0676434047340677\n", - "6670\n", - "4994236.06920731\n", - "{'n': 173, 'm': 472, 'k_avg': 5.456647398843931, 'intersection_count': 142, 'streets_per_node_avg': 2.820809248554913, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 111, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1791907514450867, 2: 0.0, 3: 0.6416184971098265, 4: 0.1791907514450867}, 'edge_length_total': 79001.64000000001, 'edge_length_avg': 167.3763559322034, 'street_length_total': 39500.819999999985, 'street_length_avg': 167.37635593220332, 'street_segments_count': 236, 'node_density_km': 34.63993243464335, 'intersection_density_km': 28.432776911672576, 'edge_density_km': 15818.563420959641, 'street_density_km': 7909.281710479816, 'circuity_avg': 1.032871330250193, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.032871330250193\n", - "6671\n", - "6009596.874065791\n", - "{'n': 389, 'm': 1050, 'k_avg': 5.3984575835475574, 'intersection_count': 320, 'streets_per_node_avg': 2.8560411311053984, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 238, 4: 82}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17737789203084833, 2: 0.0, 3: 0.6118251928020566, 4: 0.21079691516709512}, 'edge_length_total': 123830.80000000005, 'edge_length_avg': 117.93409523809528, 'street_length_total': 61915.399999999965, 'street_length_avg': 117.93409523809517, 'street_segments_count': 525, 'node_density_km': 64.72979937784449, 'intersection_density_km': 53.24816401262271, 'edge_density_km': 20605.508588169632, 'street_density_km': 10302.754294084807, 'circuity_avg': 1.033159867428304, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.033159867428304\n", - "6672\n", - "21974267.489953585\n", - "{'n': 588, 'm': 1703, 'k_avg': 5.792517006802721, 'intersection_count': 503, 'streets_per_node_avg': 3.0255102040816326, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 318, 4: 185}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1445578231292517, 2: 0.0, 3: 0.5408163265306123, 4: 0.31462585034013607}, 'edge_length_total': 293752.7559999991, 'edge_length_avg': 172.49134233705175, 'street_length_total': 147718.34500000012, 'street_length_avg': 170.37871395617083, 'street_segments_count': 867, 'node_density_km': 26.75857114549223, 'intersection_density_km': 22.890410350650665, 'edge_density_km': 13368.034048657137, 'street_density_km': 6722.333068328009, 'circuity_avg': 1.0381342242167337, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0381342242167337\n", - "6673\n", - "138184172.92532912\n", - "{'n': 7850, 'm': 22750, 'k_avg': 5.796178343949045, 'intersection_count': 6822, 'streets_per_node_avg': 2.9737579617834395, 'streets_per_node_counts': {0: 0, 1: 1028, 2: 2, 3: 5063, 4: 1669, 5: 81, 6: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13095541401273886, 2: 0.00025477707006369424, 3: 0.644968152866242, 4: 0.21261146496815286, 5: 0.010318471337579618, 6: 0.0008917197452229299}, 'edge_length_total': 1861990.2160000035, 'edge_length_avg': 81.84572378021993, 'street_length_total': 949897.3999999983, 'street_length_avg': 81.97250604073164, 'street_segments_count': 11588, 'node_density_km': 56.8082424623399, 'intersection_density_km': 49.368895551348125, 'edge_density_km': 13474.699573634756, 'street_density_km': 6874.140358413524, 'circuity_avg': 1.0711238509750094, 'self_loop_proportion': 0.001934065934065934, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0711238509750094\n", - "6674\n", - "4995780.5695670415\n", - "{'n': 115, 'm': 306, 'k_avg': 5.321739130434783, 'intersection_count': 87, 'streets_per_node_avg': 2.7043478260869565, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 65, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24347826086956523, 2: 0.0, 3: 0.5652173913043478, 4: 0.19130434782608696}, 'edge_length_total': 47088.53000000003, 'edge_length_avg': 153.88408496732035, 'street_length_total': 23544.265000000018, 'street_length_avg': 153.88408496732038, 'street_segments_count': 153, 'node_density_km': 23.019425773131275, 'intersection_density_km': 17.414696019673226, 'edge_density_km': 9425.66018348579, 'street_density_km': 4712.830091742896, 'circuity_avg': 1.0548157342403088, 'self_loop_proportion': 0.006535947712418301, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548157342403088\n", - "6675\n", - "27039021.478983715\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 836, 'm': 2217, 'k_avg': 5.303827751196172, 'intersection_count': 653, 'streets_per_node_avg': 2.7332535885167464, 'streets_per_node_counts': {0: 0, 1: 183, 2: 0, 3: 513, 4: 137, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21889952153110048, 2: 0.0, 3: 0.6136363636363636, 4: 0.1638755980861244, 5: 0.0035885167464114833}, 'edge_length_total': 294898.2780000003, 'edge_length_avg': 133.01681461434384, 'street_length_total': 147997.47300000003, 'street_length_avg': 131.90505614973264, 'street_segments_count': 1122, 'node_density_km': 30.918278631117893, 'intersection_density_km': 24.15028223220094, 'edge_density_km': 10906.396084977121, 'street_density_km': 5473.477400616445, 'circuity_avg': 1.0588529017812518, 'self_loop_proportion': 0.0036084799278304014, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0588529017812518\n", - "6676\n", - "8989819.695056109\n", - "{'n': 137, 'm': 404, 'k_avg': 5.897810218978102, 'intersection_count': 121, 'streets_per_node_avg': 3.1313868613138687, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 71, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11678832116788321, 2: 0.0, 3: 0.5182481751824818, 4: 0.36496350364963503}, 'edge_length_total': 94550.81199999995, 'edge_length_avg': 234.0366633663365, 'street_length_total': 47275.40599999999, 'street_length_avg': 234.03666336633657, 'street_segments_count': 202, 'node_density_km': 15.2394602614046, 'intersection_density_km': 13.459669281970486, 'edge_density_km': 10517.542643485667, 'street_density_km': 5258.771321742835, 'circuity_avg': 1.0196474185647622, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0196474185647622\n", - "6677\n", - "7008454.167874037\n", - "{'n': 182, 'm': 488, 'k_avg': 5.362637362637362, 'intersection_count': 142, 'streets_per_node_avg': 2.7857142857142856, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 101, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21978021978021978, 2: 0.0, 3: 0.554945054945055, 4: 0.22527472527472528}, 'edge_length_total': 88674.72200000007, 'edge_length_avg': 181.7104959016395, 'street_length_total': 44337.36099999999, 'street_length_avg': 181.7104959016393, 'street_segments_count': 244, 'node_density_km': 25.96863668371657, 'intersection_density_km': 20.261244005976664, 'edge_density_km': 12652.536476085552, 'street_density_km': 6326.26823804277, 'circuity_avg': 1.043715315736409, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043715315736409\n", - "6678\n", - "13985171.456180118\n", - "{'n': 219, 'm': 641, 'k_avg': 5.853881278538813, 'intersection_count': 196, 'streets_per_node_avg': 2.963470319634703, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 158, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1050228310502283, 2: 0.0, 3: 0.7214611872146118, 4: 0.1735159817351598}, 'edge_length_total': 114825.47899999993, 'edge_length_avg': 179.13491263650536, 'street_length_total': 57467.102000000035, 'street_length_avg': 177.91672445820444, 'street_segments_count': 323, 'node_density_km': 15.659443338695914, 'intersection_density_km': 14.01484426659543, 'edge_density_km': 8210.51635725624, 'street_density_km': 4109.145331543649, 'circuity_avg': 1.0282395002038116, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0282395002038116\n", - "6679\n", - "7008417.697352147\n", - "{'n': 386, 'm': 884, 'k_avg': 4.580310880829016, 'intersection_count': 252, 'streets_per_node_avg': 2.3471502590673574, 'streets_per_node_counts': {0: 0, 1: 134, 2: 0, 3: 236, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3471502590673575, 2: 0.0, 3: 0.6113989637305699, 4: 0.04145077720207254}, 'edge_length_total': 107458.93599999989, 'edge_length_avg': 121.55988235294105, 'street_length_total': 53729.46800000002, 'street_length_avg': 121.55988235294123, 'street_segments_count': 442, 'node_density_km': 55.07662594737109, 'intersection_density_km': 35.956760981185276, 'edge_density_km': 15332.838400970164, 'street_density_km': 7666.419200485094, 'circuity_avg': 1.0634434528086887, 'self_loop_proportion': 0.0022624434389140274, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0634434528086887\n", - "6680\n", - "108908688.68972515\n", - "{'n': 8728, 'm': 22468, 'k_avg': 5.148487626031164, 'intersection_count': 6416, 'streets_per_node_avg': 2.660517873510541, 'streets_per_node_counts': {0: 0, 1: 2312, 2: 2, 3: 4776, 4: 1614, 5: 23, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2648945921173236, 2: 0.00022914757103574703, 3: 0.5472043996333639, 4: 0.18492208982584785, 5: 0.0026351970669110905, 6: 0.00011457378551787351}, 'edge_length_total': 1928448.566000009, 'edge_length_avg': 85.83089576286314, 'street_length_total': 984226.371000002, 'street_length_avg': 85.29563835687685, 'street_segments_count': 11539, 'node_density_km': 80.14052969516135, 'intersection_density_km': 58.91173676949533, 'edge_density_km': 17707.02217794627, 'street_density_km': 9037.170338208816, 'circuity_avg': 1.0628295725213202, 'self_loop_proportion': 0.0019138330069432081, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0628295725213202\n", - "6681\n", - "6008603.157819277\n", - "{'n': 390, 'm': 994, 'k_avg': 5.097435897435897, 'intersection_count': 289, 'streets_per_node_avg': 2.5846153846153848, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 250, 4: 38, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.258974358974359, 2: 0.0, 3: 0.6410256410256411, 4: 0.09743589743589744, 5: 0.002564102564102564}, 'edge_length_total': 83378.24199999995, 'edge_length_avg': 83.88153118712269, 'street_length_total': 41689.121000000014, 'street_length_avg': 83.88153118712276, 'street_segments_count': 497, 'node_density_km': 64.90693256925692, 'intersection_density_km': 48.097701314141666, 'edge_density_km': 13876.476746762006, 'street_density_km': 6938.238373381009, 'circuity_avg': 1.067554232364225, 'self_loop_proportion': 0.006036217303822937, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067554232364225\n", - "6682\n", - "4994513.143342353\n", - "{'n': 84, 'm': 266, 'k_avg': 6.333333333333333, 'intersection_count': 77, 'streets_per_node_avg': 3.2857142857142856, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 39, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08333333333333333, 2: 0.0, 3: 0.4642857142857143, 4: 0.4523809523809524}, 'edge_length_total': 49469.63800000001, 'edge_length_avg': 185.97608270676696, 'street_length_total': 24734.81900000001, 'street_length_avg': 185.976082706767, 'street_segments_count': 133, 'node_density_km': 16.818456091555458, 'intersection_density_km': 15.416918083925836, 'edge_density_km': 9904.796840096948, 'street_density_km': 4952.398420048475, 'circuity_avg': 1.0245472782165734, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0245472782165734\n", - "6683\n", - "38056857.9603716\n", - "{'n': 2461, 'm': 6886, 'k_avg': 5.596099146688338, 'intersection_count': 2038, 'streets_per_node_avg': 2.869565217391304, 'streets_per_node_counts': {0: 0, 1: 423, 2: 0, 3: 1530, 4: 494, 5: 11, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1718813490451036, 2: 0.0, 3: 0.6216984965461194, 4: 0.2007314099959366, 5: 0.004469727752945957, 6: 0.001219016659894352}, 'edge_length_total': 668310.920999998, 'edge_length_avg': 97.05357551553848, 'street_length_total': 336639.038, 'street_length_avg': 96.54116375107542, 'street_segments_count': 3487, 'node_density_km': 64.66640001028529, 'intersection_density_km': 53.55145193862715, 'edge_density_km': 17560.853859661944, 'street_density_km': 8845.68658691005, 'circuity_avg': 1.0577600643754723, 'self_loop_proportion': 0.0008713331397037467, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0577600643754723\n", - "6684\n", - "27968196.5241291\n", - "{'n': 1767, 'm': 4874, 'k_avg': 5.516694963214488, 'intersection_count': 1428, 'streets_per_node_avg': 2.848330503678551, 'streets_per_node_counts': {0: 0, 1: 339, 2: 0, 3: 1024, 4: 399, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19185059422750425, 2: 0.0, 3: 0.579513299377476, 4: 0.22580645161290322, 5: 0.0022637238256932655, 6: 0.0005659309564233164}, 'edge_length_total': 533990.2220000005, 'edge_length_avg': 109.55892942141989, 'street_length_total': 268772.8580000003, 'street_length_avg': 109.25725934959361, 'street_segments_count': 2460, 'node_density_km': 63.17890388375775, 'intersection_density_km': 51.057993631016444, 'edge_density_km': 19092.765653992356, 'street_density_km': 9609.945988763378, 'circuity_avg': 1.0365210089298784, 'self_loop_proportion': 0.0016413623307345096, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0365210089298784\n", - "6685\n", - "12015885.403398285\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 393, 'm': 1107, 'k_avg': 5.633587786259542, 'intersection_count': 333, 'streets_per_node_avg': 2.8931297709923665, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 256, 4: 76, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15267175572519084, 2: 0.0, 3: 0.6513994910941476, 4: 0.19338422391857507, 5: 0.002544529262086514}, 'edge_length_total': 113348.99700000024, 'edge_length_avg': 102.39295121951241, 'street_length_total': 56722.87599999997, 'street_length_avg': 102.38786281588442, 'street_segments_count': 554, 'node_density_km': 32.70670340188608, 'intersection_density_km': 27.713313569537064, 'edge_density_km': 9433.26215211268, 'street_density_km': 4720.657204666569, 'circuity_avg': 1.0538816147898367, 'self_loop_proportion': 0.0018066847335140017, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0538816147898367\n", - "6686\n", - "5993204.9639141355\n", - "{'n': 193, 'm': 544, 'k_avg': 5.637305699481865, 'intersection_count': 162, 'streets_per_node_avg': 2.906735751295337, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 118, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16062176165803108, 2: 0.0, 3: 0.6113989637305699, 4: 0.22797927461139897}, 'edge_length_total': 76287.48999999993, 'edge_length_avg': 140.23435661764694, 'street_length_total': 38143.74500000002, 'street_length_avg': 140.2343566176471, 'street_segments_count': 272, 'node_density_km': 32.2031369129002, 'intersection_density_km': 27.0306123310354, 'edge_density_km': 12728.997332702085, 'street_density_km': 6364.498666351052, 'circuity_avg': 1.0257079242167613, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0257079242167613\n", - "6687\n", - "17024564.148585837\n", - "{'n': 1551, 'm': 4102, 'k_avg': 5.289490651192779, 'intersection_count': 1204, 'streets_per_node_avg': 2.6840747904577693, 'streets_per_node_counts': {0: 0, 1: 347, 2: 0, 3: 1002, 4: 200, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22372662798194712, 2: 0.0, 3: 0.6460348162475822, 4: 0.1289490651192779, 5: 0.0012894906511927789}, 'edge_length_total': 344301.0779999996, 'edge_length_avg': 83.93492881521199, 'street_length_total': 172405.17800000028, 'street_length_avg': 83.7324808159302, 'street_segments_count': 2059, 'node_density_km': 91.10365390052205, 'intersection_density_km': 70.72134061652389, 'edge_density_km': 20223.78223577602, 'street_density_km': 10126.848270257848, 'circuity_avg': 1.0659921841819688, 'self_loop_proportion': 0.0034129692832764505, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0659921841819688\n", - "6688\n", - "10989525.253092507\n", - "{'n': 134, 'm': 342, 'k_avg': 5.104477611940299, 'intersection_count': 100, 'streets_per_node_avg': 2.582089552238806, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 88, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2537313432835821, 2: 0.0, 3: 0.6567164179104478, 4: 0.08955223880597014}, 'edge_length_total': 49738.977999999996, 'edge_length_avg': 145.43560818713448, 'street_length_total': 24869.48899999999, 'street_length_avg': 145.43560818713445, 'street_segments_count': 171, 'node_density_km': 12.193429371509177, 'intersection_density_km': 9.09957415784267, 'edge_density_km': 4526.03518846305, 'street_density_km': 2263.0175942315245, 'circuity_avg': 1.0369222354044534, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0369222354044534\n", - "6689\n", - "19023932.019205183\n", - "{'n': 751, 'm': 1980, 'k_avg': 5.272969374167777, 'intersection_count': 607, 'streets_per_node_avg': 2.7123834886817577, 'streets_per_node_counts': {0: 0, 1: 144, 2: 0, 3: 536, 4: 70, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19174434087882822, 2: 0.0, 3: 0.7137150466045273, 4: 0.09320905459387484, 5: 0.0013315579227696406}, 'edge_length_total': 178159.97999999978, 'edge_length_avg': 89.97978787878776, 'street_length_total': 89319.06699999998, 'street_length_avg': 89.67777811244979, 'street_segments_count': 996, 'node_density_km': 39.476591865543085, 'intersection_density_km': 31.907178778142015, 'edge_density_km': 9365.04502960494, 'street_density_km': 4695.089685446202, 'circuity_avg': 1.100603078600503, 'self_loop_proportion': 0.005050505050505051, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.100603078600503\n", - "6690\n", - "8991096.146236936\n", - "{'n': 157, 'm': 398, 'k_avg': 5.070063694267516, 'intersection_count': 119, 'streets_per_node_avg': 2.694267515923567, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 91, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24203821656050956, 2: 0.0, 3: 0.5796178343949044, 4: 0.17834394904458598}, 'edge_length_total': 90115.55400000008, 'edge_length_avg': 226.42098994974893, 'street_length_total': 45057.77699999998, 'street_length_avg': 226.42098994974864, 'street_segments_count': 199, 'node_density_km': 17.46171962199621, 'intersection_density_km': 13.235316146608591, 'edge_density_km': 10022.75501610739, 'street_density_km': 5011.377508053689, 'circuity_avg': 1.0472735199137728, 'self_loop_proportion': 0.005025125628140704, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0472735199137728\n", - "6691\n", - "9012755.432772819\n", - "{'n': 175, 'm': 468, 'k_avg': 5.348571428571429, 'intersection_count': 148, 'streets_per_node_avg': 2.84, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 122, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15428571428571428, 2: 0.0, 3: 0.6971428571428572, 4: 0.14857142857142858}, 'edge_length_total': 63294.55800000003, 'edge_length_avg': 135.2447820512821, 'street_length_total': 32544.326999999997, 'street_length_avg': 133.37838934426227, 'street_segments_count': 244, 'node_density_km': 19.416925412582774, 'intersection_density_km': 16.421171206070003, 'edge_density_km': 7022.775495476541, 'street_density_km': 3610.9186854954496, 'circuity_avg': 1.0763081219242074, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0763081219242074\n", - "6692\n", - "4995840.72567655\n", - "{'n': 193, 'm': 464, 'k_avg': 4.808290155440415, 'intersection_count': 136, 'streets_per_node_avg': 2.4870466321243523, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 121, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29533678756476683, 2: 0.0, 3: 0.6269430051813472, 4: 0.07772020725388601}, 'edge_length_total': 56953.3709999999, 'edge_length_avg': 122.74433405172391, 'street_length_total': 28513.616000000005, 'street_length_avg': 122.37603433476397, 'street_segments_count': 233, 'node_density_km': 38.63213633053993, 'intersection_density_km': 27.222645289914148, 'edge_density_km': 11400.157476455002, 'street_density_km': 5707.470987506036, 'circuity_avg': 1.0672685759266576, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0672685759266576\n", - "6693\n", - "41051278.03336464\n", - "{'n': 2817, 'm': 7534, 'k_avg': 5.348952786652467, 'intersection_count': 2237, 'streets_per_node_avg': 2.747603833865815, 'streets_per_node_counts': {0: 0, 1: 580, 2: 0, 3: 1798, 4: 431, 5: 6, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20589279375221867, 2: 0.0, 3: 0.6382676606318779, 4: 0.15299964501242458, 5: 0.002129925452609159, 6: 0.0007099751508697196}, 'edge_length_total': 748111.2370000007, 'edge_length_avg': 99.29801393681984, 'street_length_total': 377260.88000000064, 'street_length_avg': 98.83701336127866, 'street_segments_count': 3817, 'node_density_km': 68.62149328726059, 'intersection_density_km': 54.492822322897396, 'edge_density_km': 18223.823297096118, 'street_density_km': 9189.991105596759, 'circuity_avg': 1.0519373123301137, 'self_loop_proportion': 0.0007963897000265463, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0519373123301137\n", - "6694\n", - "7010003.439938804\n", - "{'n': 330, 'm': 908, 'k_avg': 5.503030303030303, 'intersection_count': 277, 'streets_per_node_avg': 2.827272727272727, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 229, 4: 47, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1606060606060606, 2: 0.0, 3: 0.693939393939394, 4: 0.14242424242424243, 5: 0.0030303030303030303}, 'edge_length_total': 89054.09199999999, 'edge_length_avg': 98.07719383259911, 'street_length_total': 44527.04600000003, 'street_length_avg': 98.07719383259919, 'street_segments_count': 454, 'node_density_km': 47.07558317587371, 'intersection_density_km': 39.514959211263694, 'edge_density_km': 12703.858530599726, 'street_density_km': 6351.929265299867, 'circuity_avg': 1.0695094547326505, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0695094547326505\n", - "6695\n", - "13987873.161307639\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 373, 'm': 1152, 'k_avg': 6.176943699731903, 'intersection_count': 329, 'streets_per_node_avg': 3.1501340482573728, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 185, 4: 144}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11796246648793565, 2: 0.0, 3: 0.4959785522788204, 4: 0.38605898123324395}, 'edge_length_total': 168359.97599999982, 'edge_length_avg': 146.14581249999983, 'street_length_total': 84179.9880000001, 'street_length_avg': 146.14581250000018, 'street_segments_count': 576, 'node_density_km': 26.665955267007195, 'intersection_density_km': 23.520373412454067, 'edge_density_km': 12036.138307695443, 'street_density_km': 6018.069153847735, 'circuity_avg': 1.023850510518006, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023850510518006\n", - "6696\n", - "10012831.733007899\n", - "{'n': 558, 'm': 1550, 'k_avg': 5.555555555555555, 'intersection_count': 463, 'streets_per_node_avg': 2.8315412186379927, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 368, 4: 94, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17025089605734767, 2: 0.0, 3: 0.6594982078853047, 4: 0.16845878136200718, 5: 0.0017921146953405018}, 'edge_length_total': 156445.15400000007, 'edge_length_avg': 100.93235741935489, 'street_length_total': 78222.57700000012, 'street_length_avg': 100.932357419355, 'street_segments_count': 775, 'node_density_km': 55.728490688655, 'intersection_density_km': 46.240665212987935, 'edge_density_km': 15624.466501745881, 'street_density_km': 7812.23325087295, 'circuity_avg': 1.0426245903630649, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0426245903630649\n", - "6697\n", - "6993002.303195254\n", - "{'n': 167, 'm': 542, 'k_avg': 6.491017964071856, 'intersection_count': 152, 'streets_per_node_avg': 3.3532934131736525, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 63, 4: 89}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08982035928143713, 2: 0.0, 3: 0.3772455089820359, 4: 0.5329341317365269}, 'edge_length_total': 88850.32999999999, 'edge_length_avg': 163.93049815498154, 'street_length_total': 44474.392, 'street_length_avg': 162.9098608058608, 'street_segments_count': 273, 'node_density_km': 23.881016015638103, 'intersection_density_km': 21.736014577107735, 'edge_density_km': 12705.60571092653, 'street_density_km': 6359.842321184235, 'circuity_avg': 1.013326449292513, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.013326449292513\n", - "6698\n", - "4994170.166779746\n", - "{'n': 107, 'm': 310, 'k_avg': 5.794392523364486, 'intersection_count': 95, 'streets_per_node_avg': 2.9345794392523366, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 78, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11214953271028037, 2: 0.0, 3: 0.7289719626168224, 4: 0.1588785046728972}, 'edge_length_total': 48104.151999999965, 'edge_length_avg': 155.17468387096764, 'street_length_total': 24052.075999999986, 'street_length_avg': 155.17468387096764, 'street_segments_count': 155, 'node_density_km': 21.42498081297736, 'intersection_density_km': 19.022179226475227, 'edge_density_km': 9632.061061911643, 'street_density_km': 4816.030530955822, 'circuity_avg': 1.062259148175656, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062259148175656\n", - "6699\n", - "10012119.940500889\n", - "{'n': 509, 'm': 1274, 'k_avg': 5.005893909626719, 'intersection_count': 378, 'streets_per_node_avg': 2.56188605108055, 'streets_per_node_counts': {0: 0, 1: 131, 2: 0, 3: 341, 4: 35, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25736738703339884, 2: 0.0, 3: 0.6699410609037328, 4: 0.068762278978389, 5: 0.003929273084479371}, 'edge_length_total': 152027.2260000002, 'edge_length_avg': 119.33063265306139, 'street_length_total': 76013.61300000001, 'street_length_avg': 119.33063265306124, 'street_segments_count': 637, 'node_density_km': 50.838384180856664, 'intersection_density_km': 37.75424208322951, 'edge_density_km': 15184.319295359393, 'street_density_km': 7592.159647679688, 'circuity_avg': 1.0707865886822308, 'self_loop_proportion': 0.0015698587127158557, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0707865886822308\n", - "6700\n", - "6993290.589429148\n", - "{'n': 93, 'm': 276, 'k_avg': 5.935483870967742, 'intersection_count': 75, 'streets_per_node_avg': 3.139784946236559, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 26, 4: 49}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1935483870967742, 2: 0.0, 3: 0.27956989247311825, 4: 0.5268817204301075}, 'edge_length_total': 65582.92900000003, 'edge_length_avg': 237.61930797101462, 'street_length_total': 33014.094000000005, 'street_length_avg': 235.81495714285717, 'street_segments_count': 140, 'node_density_km': 13.29846069039031, 'intersection_density_km': 10.724565072895412, 'edge_density_km': 9377.9785297544, 'street_density_km': 4720.823992342481, 'circuity_avg': 1.002427820291179, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.002427820291179\n", - "6701\n", - "22030357.061983816\n", - "{'n': 699, 'm': 2001, 'k_avg': 5.725321888412017, 'intersection_count': 620, 'streets_per_node_avg': 2.96137339055794, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 491, 4: 127, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11301859799713877, 2: 0.0, 3: 0.7024320457796852, 4: 0.18168812589413447, 5: 0.002861230329041488}, 'edge_length_total': 325868.93399999983, 'edge_length_avg': 162.85304047976004, 'street_length_total': 163704.91599999997, 'street_length_avg': 161.12688582677163, 'street_segments_count': 1016, 'node_density_km': 31.728945565127194, 'intersection_density_km': 28.142984621428983, 'edge_density_km': 14791.813545424922, 'street_density_km': 7430.878924903746, 'circuity_avg': 1.0498508389696346, 'self_loop_proportion': 0.001999000499750125, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0498508389696346\n", - "6702\n", - "8990683.884337263\n", - "{'n': 191, 'm': 545, 'k_avg': 5.706806282722513, 'intersection_count': 164, 'streets_per_node_avg': 3.0523560209424083, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 101, 4: 62, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14136125654450263, 2: 0.0, 3: 0.5287958115183246, 4: 0.32460732984293195, 5: 0.005235602094240838}, 'edge_length_total': 92269.49299999996, 'edge_length_avg': 169.30182201834856, 'street_length_total': 46848.324, 'street_length_avg': 166.1288085106383, 'street_segments_count': 282, 'node_density_km': 21.244212615765804, 'intersection_density_km': 18.241104026102576, 'edge_density_km': 10262.789147858186, 'street_density_km': 5210.763119100963, 'circuity_avg': 1.0189810661430103, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0189810661430103\n", - "6703\n", - "7009820.307063095\n", - "{'n': 377, 'm': 987, 'k_avg': 5.23607427055703, 'intersection_count': 305, 'streets_per_node_avg': 2.7586206896551726, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 253, 4: 51, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1909814323607427, 2: 0.0, 3: 0.6710875331564987, 4: 0.13527851458885942, 5: 0.002652519893899204}, 'edge_length_total': 114943.51200000018, 'edge_length_avg': 116.45745896656553, 'street_length_total': 57599.52900000005, 'street_length_avg': 116.36268484848496, 'street_segments_count': 495, 'node_density_km': 53.781692466515125, 'intersection_density_km': 43.5103878044751, 'edge_density_km': 16397.497648289656, 'street_density_km': 8216.976538180696, 'circuity_avg': 1.0764006786181521, 'self_loop_proportion': 0.004052684903748734, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0764006786181521\n", - "6704\n", - "16982684.18752982\n", - "{'n': 536, 'm': 1456, 'k_avg': 5.432835820895522, 'intersection_count': 432, 'streets_per_node_avg': 2.8208955223880596, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 322, 4: 108, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19402985074626866, 2: 0.0, 3: 0.6007462686567164, 4: 0.20149253731343283, 5: 0.0037313432835820895}, 'edge_length_total': 211021.03700000048, 'edge_length_avg': 144.93203090659372, 'street_length_total': 107691.14699999982, 'street_length_avg': 144.35810589812309, 'street_segments_count': 746, 'node_density_km': 31.561559649891997, 'intersection_density_km': 25.437674941703996, 'edge_density_km': 12425.658669137278, 'street_density_km': 6341.232387697354, 'circuity_avg': 1.0362177454546269, 'self_loop_proportion': 0.0013736263736263737, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0362177454546269\n", - "6705\n", - "22029768.648469146\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 435, 'm': 1138, 'k_avg': 5.232183908045977, 'intersection_count': 343, 'streets_per_node_avg': 2.6551724137931036, 'streets_per_node_counts': {0: 0, 1: 92, 2: 0, 3: 310, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21149425287356322, 2: 0.0, 3: 0.7126436781609196, 4: 0.0735632183908046, 5: 0.0022988505747126436}, 'edge_length_total': 175425.31399999987, 'edge_length_avg': 154.15229701230217, 'street_length_total': 87712.65700000014, 'street_length_avg': 154.15229701230254, 'street_segments_count': 569, 'node_density_km': 19.746008546042003, 'intersection_density_km': 15.569841221361855, 'edge_density_km': 7963.102872266895, 'street_density_km': 3981.5514361334567, 'circuity_avg': 1.08310024595072, 'self_loop_proportion': 0.0017574692442882249, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.08310024595072\n", - "6706\n", - "5994483.181765292\n", - "{'n': 90, 'm': 264, 'k_avg': 5.866666666666666, 'intersection_count': 77, 'streets_per_node_avg': 3.1333333333333333, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 39, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14444444444444443, 2: 0.0, 3: 0.43333333333333335, 4: 0.4222222222222222}, 'edge_length_total': 59246.605999999985, 'edge_length_avg': 224.41896212121208, 'street_length_total': 29623.303000000004, 'street_length_avg': 224.41896212121216, 'street_segments_count': 132, 'node_density_km': 15.013804738625733, 'intersection_density_km': 12.845144054157572, 'edge_density_km': 9883.521932336573, 'street_density_km': 4941.760966168288, 'circuity_avg': 1.0243343046706748, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0243343046706748\n", - "6707\n", - "20026993.750779092\n", - "{'n': 737, 'm': 1933, 'k_avg': 5.245590230664858, 'intersection_count': 578, 'streets_per_node_avg': 2.679782903663501, 'streets_per_node_counts': {0: 0, 1: 159, 2: 1, 3: 494, 4: 83}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2157394843962008, 2: 0.0013568521031207597, 3: 0.6702849389416553, 4: 0.11261872455902307}, 'edge_length_total': 275244.9410000003, 'edge_length_avg': 142.3926233833421, 'street_length_total': 137900.328, 'street_length_avg': 142.312, 'street_segments_count': 969, 'node_density_km': 36.80033105175005, 'intersection_density_km': 28.861046605035995, 'edge_density_km': 13743.697352943584, 'street_density_km': 6885.72282570545, 'circuity_avg': 1.0643346094594848, 'self_loop_proportion': 0.004138644593895499, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0643346094594848\n", - "6708\n", - "5994745.7703042105\n", - "{'n': 127, 'm': 344, 'k_avg': 5.417322834645669, 'intersection_count': 104, 'streets_per_node_avg': 2.7716535433070866, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 87, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18110236220472442, 2: 0.0, 3: 0.6850393700787402, 4: 0.13385826771653545}, 'edge_length_total': 55003.36599999996, 'edge_length_avg': 159.89350581395337, 'street_length_total': 27501.683000000008, 'street_length_avg': 159.89350581395354, 'street_segments_count': 172, 'node_density_km': 21.185218667505765, 'intersection_density_km': 17.348525522996848, 'edge_density_km': 9175.262489439772, 'street_density_km': 4587.631244719891, 'circuity_avg': 1.050876827586389, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050876827586389\n", - "6709\n", - "15018302.492973752\n", - "{'n': 2748, 'm': 6890, 'k_avg': 5.014556040756914, 'intersection_count': 1955, 'streets_per_node_avg': 2.5316593886462884, 'streets_per_node_counts': {0: 0, 1: 793, 2: 0, 3: 1660, 4: 291, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28857350800582243, 2: 0.0, 3: 0.604075691411936, 4: 0.10589519650655022, 5: 0.001455604075691412}, 'edge_length_total': 399915.6480000001, 'edge_length_avg': 58.042909724238044, 'street_length_total': 199957.82400000014, 'street_length_avg': 58.042909724238065, 'street_segments_count': 3445, 'node_density_km': 182.97673796926384, 'intersection_density_km': 130.1744988100112, 'edge_density_km': 26628.551941013233, 'street_density_km': 13314.275970506622, 'circuity_avg': 1.0504569492543996, 'self_loop_proportion': 0.002902757619738752, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0504569492543996\n", - "6710\n", - "9988079.998799631\n", - "{'n': 274, 'm': 798, 'k_avg': 5.824817518248175, 'intersection_count': 237, 'streets_per_node_avg': 3.0036496350364965, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 162, 4: 75}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13503649635036497, 2: 0.0, 3: 0.5912408759124088, 4: 0.2737226277372263}, 'edge_length_total': 130952.78599999992, 'edge_length_avg': 164.10123558897234, 'street_length_total': 65476.39300000003, 'street_length_avg': 164.10123558897251, 'street_segments_count': 399, 'node_density_km': 27.432699781432405, 'intersection_density_km': 23.72828411751635, 'edge_density_km': 13110.906802482345, 'street_density_km': 6555.45340124118, 'circuity_avg': 1.045998054932146, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045998054932146\n", - "6711\n", - "6007160.068745205\n", - "{'n': 399, 'm': 1026, 'k_avg': 5.142857142857143, 'intersection_count': 306, 'streets_per_node_avg': 2.644110275689223, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 262, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23308270676691728, 2: 0.0, 3: 0.656641604010025, 4: 0.11027568922305764}, 'edge_length_total': 104753.12200000003, 'edge_length_avg': 102.09855945419106, 'street_length_total': 52376.561000000016, 'street_length_avg': 102.09855945419106, 'street_segments_count': 513, 'node_density_km': 66.42073715930536, 'intersection_density_km': 50.9392119567605, 'edge_density_km': 17438.044067615665, 'street_density_km': 8719.022033807832, 'circuity_avg': 1.0575399069702514, 'self_loop_proportion': 0.003898635477582846, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0575399069702514\n", - "6712\n", - "5993733.226986832\n", - "{'n': 211, 'm': 552, 'k_avg': 5.232227488151659, 'intersection_count': 171, 'streets_per_node_avg': 2.786729857819905, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 136, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1895734597156398, 2: 0.0, 3: 0.6445497630331753, 4: 0.16587677725118483}, 'edge_length_total': 91061.7740000001, 'edge_length_avg': 164.96698188405816, 'street_length_total': 45530.88699999999, 'street_length_avg': 164.96698188405793, 'street_segments_count': 276, 'node_density_km': 35.203435323075574, 'intersection_density_km': 28.52979829500438, 'edge_density_km': 15192.830670206298, 'street_density_km': 7596.415335103138, 'circuity_avg': 1.0293802119686104, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0293802119686104\n", - "6713\n", - "16019274.180797603\n", - "{'n': 1071, 'm': 2896, 'k_avg': 5.408029878618114, 'intersection_count': 852, 'streets_per_node_avg': 2.761904761904762, 'streets_per_node_counts': {0: 0, 1: 219, 2: 0, 3: 673, 4: 175, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20448179271708683, 2: 0.0, 3: 0.6283846872082166, 4: 0.16339869281045752, 5: 0.003734827264239029}, 'edge_length_total': 299907.1119999992, 'edge_length_avg': 103.55908563535884, 'street_length_total': 150415.5619999999, 'street_length_avg': 103.23648730267665, 'street_segments_count': 1457, 'node_density_km': 66.85696167706612, 'intersection_density_km': 53.18593029772207, 'edge_density_km': 18721.641730778265, 'street_density_km': 9389.661497916299, 'circuity_avg': 1.075770206608709, 'self_loop_proportion': 0.0027624309392265192, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075770206608709\n", - "6714\n", - "6992393.089079242\n", - "{'n': 137, 'm': 406, 'k_avg': 5.927007299270073, 'intersection_count': 116, 'streets_per_node_avg': 3.1824817518248176, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 49, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15328467153284672, 2: 0.0, 3: 0.35766423357664234, 4: 0.48905109489051096}, 'edge_length_total': 76136.18699999999, 'edge_length_avg': 187.5275541871921, 'street_length_total': 40091.36999999999, 'street_length_avg': 189.11023584905655, 'street_segments_count': 212, 'node_density_km': 19.592720010831105, 'intersection_density_km': 16.589456359535827, 'edge_density_km': 10888.430617396196, 'street_density_km': 5733.569250077618, 'circuity_avg': 1.0051619824920772, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0051619824920772\n", - "6715\n", - "7010169.410826923\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 249, 'm': 628, 'k_avg': 5.044176706827309, 'intersection_count': 191, 'streets_per_node_avg': 2.5823293172690764, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 179, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23293172690763053, 2: 0.0, 3: 0.7188755020080321, 4: 0.04819277108433735}, 'edge_length_total': 95151.6879999999, 'edge_length_avg': 151.51542675159217, 'street_length_total': 47575.84399999996, 'street_length_avg': 151.51542675159223, 'street_segments_count': 314, 'node_density_km': 35.519826327653305, 'intersection_density_km': 27.246131841693902, 'edge_density_km': 13573.379247160841, 'street_density_km': 6786.689623580422, 'circuity_avg': 1.0502441117291845, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0502441117291845\n", - "6716\n", - "25031624.242030874\n", - "{'n': 1215, 'm': 3192, 'k_avg': 5.254320987654321, 'intersection_count': 928, 'streets_per_node_avg': 2.690534979423868, 'streets_per_node_counts': {0: 0, 1: 287, 2: 0, 3: 735, 4: 188, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23621399176954733, 2: 0.0, 3: 0.6049382716049383, 4: 0.15473251028806584, 5: 0.00411522633744856}, 'edge_length_total': 354222.16300000134, 'edge_length_avg': 110.97185557644153, 'street_length_total': 177416.34000000014, 'street_length_avg': 110.67769182782293, 'street_segments_count': 1603, 'node_density_km': 48.538600142450214, 'intersection_density_km': 37.07310364789613, 'edge_density_km': 14150.985951811432, 'street_density_km': 7087.6878897094675, 'circuity_avg': 1.065020223132871, 'self_loop_proportion': 0.0037593984962406013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065020223132871\n", - "6717\n", - "5996124.323310626\n", - "{'n': 209, 'm': 542, 'k_avg': 5.186602870813397, 'intersection_count': 161, 'streets_per_node_avg': 2.6698564593301435, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 134, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22966507177033493, 2: 0.0, 3: 0.6411483253588517, 4: 0.1291866028708134}, 'edge_length_total': 75085.47399999993, 'edge_length_avg': 138.53408487084857, 'street_length_total': 37542.736999999994, 'street_length_avg': 138.5340848708487, 'street_segments_count': 271, 'node_density_km': 34.855848333145524, 'intersection_density_km': 26.85067742409775, 'edge_density_km': 12522.334419934637, 'street_density_km': 6261.167209967323, 'circuity_avg': 1.0870239708030776, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0870239708030776\n", - "6718\n", - "8017073.5224905\n", - "{'n': 443, 'm': 1160, 'k_avg': 5.237020316027088, 'intersection_count': 347, 'streets_per_node_avg': 2.690744920993228, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 292, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21670428893905191, 2: 0.0, 3: 0.6591422121896162, 4: 0.12415349887133183}, 'edge_length_total': 137360.80200000008, 'edge_length_avg': 118.4144844827587, 'street_length_total': 68680.40099999995, 'street_length_avg': 118.41448448275854, 'street_segments_count': 580, 'node_density_km': 55.257070894665105, 'intersection_density_km': 43.28262663758192, 'edge_density_km': 17133.534027679598, 'street_density_km': 8566.767013839788, 'circuity_avg': 1.0605920953882044, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0605920953882044\n", - "6719\n", - "4995391.710025196\n", - "{'n': 174, 'm': 448, 'k_avg': 5.149425287356322, 'intersection_count': 134, 'streets_per_node_avg': 2.735632183908046, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 100, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22988505747126436, 2: 0.0, 3: 0.5747126436781609, 4: 0.19540229885057472}, 'edge_length_total': 64828.23599999997, 'edge_length_avg': 144.70588392857135, 'street_length_total': 32414.11799999999, 'street_length_avg': 144.70588392857138, 'street_segments_count': 224, 'node_density_km': 34.83210328647528, 'intersection_density_km': 26.824723220618896, 'edge_density_km': 12977.60811627583, 'street_density_km': 6488.8040581379155, 'circuity_avg': 1.0414768419197982, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0414768419197982\n", - "6720\n", - "9011780.106297014\n", - "{'n': 197, 'm': 476, 'k_avg': 4.83248730964467, 'intersection_count': 145, 'streets_per_node_avg': 2.5228426395939088, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 135, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2639593908629442, 2: 0.0, 3: 0.6852791878172588, 4: 0.050761421319796954}, 'edge_length_total': 79726.04800000013, 'edge_length_avg': 167.49169747899185, 'street_length_total': 39863.02399999998, 'street_length_avg': 167.4916974789915, 'street_segments_count': 238, 'node_density_km': 21.86027595839201, 'intersection_density_km': 16.09005083231899, 'edge_density_km': 8846.870103309697, 'street_density_km': 4423.435051654839, 'circuity_avg': 1.1011521953417855, 'self_loop_proportion': 0.012605042016806723, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1011521953417855\n", - "6721\n", - "34958001.510523\n", - "{'n': 878, 'm': 2450, 'k_avg': 5.580865603644647, 'intersection_count': 715, 'streets_per_node_avg': 2.867881548974943, 'streets_per_node_counts': {0: 0, 1: 163, 2: 0, 3: 506, 4: 208, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1856492027334852, 2: 0.0, 3: 0.5763097949886105, 4: 0.23690205011389523, 5: 0.0011389521640091116}, 'edge_length_total': 396701.82199999894, 'edge_length_avg': 161.91911102040774, 'street_length_total': 199812.95900000035, 'street_length_avg': 160.8799991948473, 'street_segments_count': 1242, 'node_density_km': 25.115852224438687, 'intersection_density_km': 20.453114282999614, 'edge_density_km': 11347.95482746874, 'street_density_km': 5715.800399512341, 'circuity_avg': 1.0315617173980323, 'self_loop_proportion': 0.0008163265306122449, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0315617173980323\n", - "6722\n", - "9011284.241742948\n", - "{'n': 458, 'm': 1234, 'k_avg': 5.388646288209607, 'intersection_count': 384, 'streets_per_node_avg': 2.7838427947598254, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 336, 4: 47, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1615720524017467, 2: 0.0, 3: 0.7336244541484717, 4: 0.10262008733624454, 5: 0.002183406113537118}, 'edge_length_total': 151580.75900000025, 'edge_length_avg': 122.83691977309583, 'street_length_total': 76058.67200000018, 'street_length_avg': 121.88889743589773, 'street_segments_count': 624, 'node_density_km': 50.825164062454924, 'intersection_density_km': 42.61323799122858, 'edge_density_km': 16821.216036869984, 'street_density_km': 8440.380966752087, 'circuity_avg': 1.0405631983931674, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0405631983931674\n", - "6723\n", - "5994863.7240726575\n", - "{'n': 203, 'm': 606, 'k_avg': 5.970443349753695, 'intersection_count': 175, 'streets_per_node_avg': 3.0689655172413794, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 105, 4: 70}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13793103448275862, 2: 0.0, 3: 0.5172413793103449, 4: 0.3448275862068966}, 'edge_length_total': 89770.046, 'edge_length_avg': 148.1353894389439, 'street_length_total': 44885.02300000005, 'street_length_avg': 148.13538943894406, 'street_segments_count': 303, 'node_density_km': 33.862321037398054, 'intersection_density_km': 29.191656066722462, 'edge_density_km': 14974.49318814774, 'street_density_km': 7487.246594073878, 'circuity_avg': 1.0648474637903684, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0648474637903684\n", - "6724\n", - "21029171.042285535\n", - "{'n': 611, 'm': 1560, 'k_avg': 5.1063829787234045, 'intersection_count': 461, 'streets_per_node_avg': 2.613747954173486, 'streets_per_node_counts': {0: 0, 1: 150, 2: 0, 3: 398, 4: 62, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24549918166939444, 2: 0.0, 3: 0.6513911620294599, 4: 0.10147299509001637, 5: 0.0016366612111292963}, 'edge_length_total': 225956.0619999996, 'edge_length_avg': 144.84362948717924, 'street_length_total': 113107.4270000002, 'street_length_avg': 144.8238501920617, 'street_segments_count': 781, 'node_density_km': 29.054878043998922, 'intersection_density_km': 21.921929260693133, 'edge_density_km': 10744.886783489766, 'street_density_km': 5378.596558683334, 'circuity_avg': 1.0541925529745233, 'self_loop_proportion': 0.002564102564102564, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0541925529745233\n", - "6725\n", - "4994666.162574554\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 201, 'm': 670, 'k_avg': 6.666666666666667, 'intersection_count': 192, 'streets_per_node_avg': 3.45771144278607, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 83, 4: 108, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04477611940298507, 2: 0.0, 3: 0.4129353233830846, 4: 0.5373134328358209, 5: 0.004975124378109453}, 'edge_length_total': 84737.89600000002, 'edge_length_avg': 126.47447164179108, 'street_length_total': 42368.947999999975, 'street_length_avg': 126.47447164179097, 'street_segments_count': 335, 'node_density_km': 40.242929849067714, 'intersection_density_km': 38.441007617019906, 'edge_density_km': 16965.677633261676, 'street_density_km': 8482.83881663083, 'circuity_avg': 1.027614736072933, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027614736072933\n", - "6726\n", - "9013598.958500082\n", - "{'n': 640, 'm': 1722, 'k_avg': 5.38125, 'intersection_count': 523, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 451, 4: 71, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1828125, 2: 0.0, 3: 0.7046875, 4: 0.1109375, 5: 0.0, 6: 0.0015625}, 'edge_length_total': 164841.8199999998, 'edge_length_avg': 95.72695702671301, 'street_length_total': 82784.89500000009, 'street_length_avg': 95.7050809248556, 'street_segments_count': 865, 'node_density_km': 71.00382465945655, 'intersection_density_km': 58.02343796389965, 'edge_density_km': 18288.124505977634, 'street_density_km': 9184.444014111763, 'circuity_avg': 1.0716224749191479, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0716224749191479\n", - "6727\n", - "6993442.419492322\n", - "{'n': 102, 'm': 282, 'k_avg': 5.529411764705882, 'intersection_count': 87, 'streets_per_node_avg': 2.8627450980392157, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 71, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14705882352941177, 2: 0.0, 3: 0.696078431372549, 4: 0.1568627450980392}, 'edge_length_total': 54979.53800000001, 'edge_length_avg': 194.9629007092199, 'street_length_total': 27489.769000000008, 'street_length_avg': 194.96290070921992, 'street_segments_count': 141, 'node_density_km': 14.585091844854931, 'intersection_density_km': 12.440225397082147, 'edge_density_km': 7861.584424683254, 'street_density_km': 3930.7922123416274, 'circuity_avg': 1.045031466855432, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045031466855432\n", - "6728\n", - "7011310.758489167\n", - "{'n': 136, 'm': 361, 'k_avg': 5.3088235294117645, 'intersection_count': 108, 'streets_per_node_avg': 2.8088235294117645, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 78, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20588235294117646, 2: 0.0, 3: 0.5735294117647058, 4: 0.22058823529411764}, 'edge_length_total': 59896.329000000005, 'edge_length_avg': 165.91780886426594, 'street_length_total': 30015.266000000014, 'street_length_avg': 165.8301988950277, 'street_segments_count': 181, 'node_density_km': 19.397228946860427, 'intersection_density_km': 15.403681810742102, 'edge_density_km': 8542.814755069674, 'street_density_km': 4280.977841933204, 'circuity_avg': 1.045822052316086, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045822052316086\n", - "6729\n", - "5997063.188459382\n", - "{'n': 572, 'm': 1525, 'k_avg': 5.3321678321678325, 'intersection_count': 471, 'streets_per_node_avg': 2.7325174825174825, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 424, 4: 45, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17657342657342656, 2: 0.0, 3: 0.7412587412587412, 4: 0.07867132867132867, 5: 0.0034965034965034965}, 'edge_length_total': 98325.14799999988, 'edge_length_avg': 64.47550688524582, 'street_length_total': 50044.39899999998, 'street_length_avg': 64.5734180645161, 'street_segments_count': 775, 'node_density_km': 95.38001885668712, 'intersection_density_km': 78.53844210052382, 'edge_density_km': 16395.549773298146, 'street_density_km': 8344.817692817434, 'circuity_avg': 1.1497564703599976, 'self_loop_proportion': 0.0013114754098360656, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1497564703599976\n", - "6730\n", - "10008989.752511106\n", - "{'n': 400, 'm': 1072, 'k_avg': 5.36, 'intersection_count': 331, 'streets_per_node_avg': 2.7925, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 276, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1725, 2: 0.0, 3: 0.69, 4: 0.1375}, 'edge_length_total': 148526.453, 'edge_length_avg': 138.55079570895523, 'street_length_total': 74442.95699999998, 'street_length_avg': 138.11309276437845, 'street_segments_count': 539, 'node_density_km': 39.96407328718126, 'intersection_density_km': 33.070270645142486, 'edge_density_km': 14839.305131942707, 'street_density_km': 7437.609473156205, 'circuity_avg': 1.049893748106491, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049893748106491\n", - "6731\n", - "22973136.81053485\n", - "{'n': 386, 'm': 924, 'k_avg': 4.787564766839378, 'intersection_count': 278, 'streets_per_node_avg': 2.494818652849741, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 257, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27979274611398963, 2: 0.0, 3: 0.6658031088082902, 4: 0.054404145077720206}, 'edge_length_total': 182431.07800000013, 'edge_length_avg': 197.43623160173175, 'street_length_total': 91215.53899999999, 'street_length_avg': 197.43623160173158, 'street_segments_count': 462, 'node_density_km': 16.80223311180522, 'intersection_density_km': 12.10109016860583, 'edge_density_km': 7941.060879258867, 'street_density_km': 3970.5304396294305, 'circuity_avg': 1.0679221965259327, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0679221965259327\n", - "6732\n", - "6006557.33536407\n", - "{'n': 289, 'm': 714, 'k_avg': 4.9411764705882355, 'intersection_count': 217, 'streets_per_node_avg': 2.5709342560553634, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 197, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2491349480968858, 2: 0.0, 3: 0.6816608996539792, 4: 0.06920415224913495}, 'edge_length_total': 82908.48799999995, 'edge_length_avg': 116.11833053221282, 'street_length_total': 41454.244000000006, 'street_length_avg': 116.11833053221291, 'street_segments_count': 357, 'node_density_km': 48.11408330334087, 'intersection_density_km': 36.1271836568338, 'edge_density_km': 13802.99618749493, 'street_density_km': 6901.498093747469, 'circuity_avg': 1.0696634544072294, 'self_loop_proportion': 0.008403361344537815, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0696634544072294\n", - "6733\n", - "36961584.27581734\n", - "{'n': 1703, 'm': 4921, 'k_avg': 5.779213153258954, 'intersection_count': 1471, 'streets_per_node_avg': 2.9853200234879624, 'streets_per_node_counts': {0: 0, 1: 232, 2: 0, 3: 1041, 4: 425, 5: 1, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13623018203170875, 2: 0.0, 3: 0.6112742219612448, 4: 0.24955960070463887, 5: 0.0005871990604815032, 6: 0.002348796241926013}, 'edge_length_total': 673025.7049999994, 'edge_length_avg': 136.76604450314963, 'street_length_total': 341381.2990000004, 'street_length_avg': 136.82617194388794, 'street_segments_count': 2495, 'node_density_km': 46.07486484593715, 'intersection_density_km': 39.798077620888755, 'edge_density_km': 18208.78942790167, 'street_density_km': 9236.111105317368, 'circuity_avg': 1.0275456075177205, 'self_loop_proportion': 0.000812842918106076, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0275456075177205\n", - "6734\n", - "9009929.084140722\n", - "{'n': 204, 'm': 590, 'k_avg': 5.784313725490196, 'intersection_count': 171, 'streets_per_node_avg': 2.9754901960784315, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 112, 4: 57, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16176470588235295, 2: 0.0, 3: 0.5490196078431373, 4: 0.27941176470588236, 5: 0.00980392156862745}, 'edge_length_total': 96018.03200000004, 'edge_length_avg': 162.74242711864412, 'street_length_total': 48009.016000000025, 'street_length_avg': 162.74242711864414, 'street_segments_count': 295, 'node_density_km': 22.64168764203492, 'intersection_density_km': 18.979061699941035, 'edge_density_km': 10656.913179151541, 'street_density_km': 5328.456589575771, 'circuity_avg': 1.0464628267607778, 'self_loop_proportion': 0.003389830508474576, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0464628267607778\n", - "6735\n", - "10987905.296248155\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 149, 'm': 460, 'k_avg': 6.174496644295302, 'intersection_count': 130, 'streets_per_node_avg': 3.2684563758389262, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 52, 4: 78}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12751677852348994, 2: 0.0, 3: 0.348993288590604, 4: 0.5234899328859061}, 'edge_length_total': 108804.59599999987, 'edge_length_avg': 236.53173043478233, 'street_length_total': 54402.29800000001, 'street_length_avg': 236.53173043478265, 'street_segments_count': 230, 'node_density_km': 13.560364417308584, 'intersection_density_km': 11.831190431208832, 'edge_density_km': 9902.21457743647, 'street_density_km': 4951.107288718242, 'circuity_avg': 1.0087767144916515, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0087767144916515\n", - "6736\n", - "6005566.60530026\n", - "{'n': 212, 'm': 632, 'k_avg': 5.962264150943396, 'intersection_count': 189, 'streets_per_node_avg': 3.0377358490566038, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 137, 4: 50, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10849056603773585, 2: 0.0, 3: 0.6462264150943396, 4: 0.2358490566037736, 5: 0.009433962264150943}, 'edge_length_total': 86045.32200000004, 'edge_length_avg': 136.14766139240513, 'street_length_total': 43022.66099999997, 'street_length_avg': 136.14766139240498, 'street_segments_count': 316, 'node_density_km': 35.300582598301006, 'intersection_density_km': 31.47080241074948, 'edge_density_km': 14327.59432291702, 'street_density_km': 7163.797161458502, 'circuity_avg': 1.056285773067712, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056285773067712\n", - "6737\n", - "10988585.795135884\n", - "{'n': 186, 'm': 554, 'k_avg': 5.956989247311828, 'intersection_count': 170, 'streets_per_node_avg': 3.182795698924731, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 104, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08602150537634409, 2: 0.0, 3: 0.5591397849462365, 4: 0.3548387096774194}, 'edge_length_total': 120839.36299999994, 'edge_length_avg': 218.12159386281579, 'street_length_total': 60571.00000000002, 'street_length_avg': 214.0318021201414, 'street_segments_count': 283, 'node_density_km': 16.92665493701048, 'intersection_density_km': 15.47059859834291, 'edge_density_km': 10996.807528543819, 'street_density_km': 5512.174280589581, 'circuity_avg': 1.0196919760642387, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0196919760642387\n", - "6738\n", - "15015360.735128667\n", - "{'n': 635, 'm': 1618, 'k_avg': 5.096062992125984, 'intersection_count': 472, 'streets_per_node_avg': 2.6078740157480316, 'streets_per_node_counts': {0: 0, 1: 163, 2: 0, 3: 398, 4: 71, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2566929133858268, 2: 0.0, 3: 0.6267716535433071, 4: 0.11181102362204724, 5: 0.004724409448818898}, 'edge_length_total': 195164.51599999986, 'edge_length_avg': 120.62083807169336, 'street_length_total': 97582.25799999987, 'street_length_avg': 120.62083807169329, 'street_segments_count': 809, 'node_density_km': 42.29002627385486, 'intersection_density_km': 31.4344762224559, 'edge_density_km': 12997.657495061672, 'street_density_km': 6498.8287475308325, 'circuity_avg': 1.0441038599708894, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0441038599708894\n", - "6739\n", - "13984513.436079869\n", - "{'n': 345, 'm': 770, 'k_avg': 4.463768115942029, 'intersection_count': 210, 'streets_per_node_avg': 2.260869565217391, 'streets_per_node_counts': {0: 0, 1: 135, 2: 0, 3: 195, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.391304347826087, 2: 0.0, 3: 0.5652173913043478, 4: 0.043478260869565216}, 'edge_length_total': 100498.42999999998, 'edge_length_avg': 130.51744155844153, 'street_length_total': 50301.47299999995, 'street_length_avg': 130.31469689119157, 'street_segments_count': 386, 'node_density_km': 24.670146843286254, 'intersection_density_km': 15.016611122000329, 'edge_density_km': 7186.408769912244, 'street_density_km': 3596.9412328799926, 'circuity_avg': 1.1692719952916426, 'self_loop_proportion': 0.0025974025974025974, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1692719952916426\n", - "6740\n", - "11013981.469182543\n", - "{'n': 218, 'm': 534, 'k_avg': 4.89908256880734, 'intersection_count': 166, 'streets_per_node_avg': 2.610091743119266, 'streets_per_node_counts': {0: 0, 1: 52, 2: 1, 3: 145, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23853211009174313, 2: 0.0045871559633027525, 3: 0.6651376146788991, 4: 0.09174311926605505}, 'edge_length_total': 76106.09100000004, 'edge_length_avg': 142.52076966292142, 'street_length_total': 38396.19299999996, 'street_length_avg': 142.20812222222207, 'street_segments_count': 270, 'node_density_km': 19.793024040395444, 'intersection_density_km': 15.07175225094332, 'edge_density_km': 6909.9527008418545, 'street_density_km': 3486.131977562672, 'circuity_avg': 1.0504362887411687, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0504362887411687\n", - "6741\n", - "5997069.978212293\n", - "{'n': 308, 'm': 832, 'k_avg': 5.402597402597403, 'intersection_count': 245, 'streets_per_node_avg': 2.7564935064935066, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 199, 4: 41, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20454545454545456, 2: 0.0, 3: 0.6461038961038961, 4: 0.1331168831168831, 5: 0.016233766233766232}, 'edge_length_total': 94229.33800000024, 'edge_length_avg': 113.2564158653849, 'street_length_total': 47114.66900000002, 'street_length_avg': 113.25641586538467, 'street_segments_count': 416, 'node_density_km': 51.35841354511154, 'intersection_density_km': 40.85328350179327, 'edge_density_km': 15712.562691838006, 'street_density_km': 7856.2813459189865, 'circuity_avg': 1.058403837941019, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058403837941019\n", - "6742\n", - "33035727.705930475\n", - "{'n': 2841, 'm': 6905, 'k_avg': 4.860964449137628, 'intersection_count': 2006, 'streets_per_node_avg': 2.4952481520591343, 'streets_per_node_counts': {0: 0, 1: 835, 2: 0, 3: 1772, 4: 232, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29391059486096444, 2: 0.0, 3: 0.6237240408306934, 4: 0.08166138683562126, 5: 0.0007039774727208729}, 'edge_length_total': 585322.6400000013, 'edge_length_avg': 84.76794207096326, 'street_length_total': 295296.7780000005, 'street_length_avg': 84.34640902599273, 'street_segments_count': 3501, 'node_density_km': 85.99780290264326, 'intersection_density_km': 60.7221374947914, 'edge_density_km': 17717.867310515638, 'street_density_km': 8938.709648796073, 'circuity_avg': 1.0765284325394164, 'self_loop_proportion': 0.005503258508327299, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0765284325394164\n", - "6743\n", - "7991013.376200156\n", - "{'n': 168, 'm': 404, 'k_avg': 4.809523809523809, 'intersection_count': 116, 'streets_per_node_avg': 2.4583333333333335, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 104, 4: 11, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30952380952380953, 2: 0.0, 3: 0.6190476190476191, 4: 0.06547619047619048, 5: 0.005952380952380952}, 'edge_length_total': 76302.01000000007, 'edge_length_avg': 188.86636138613878, 'street_length_total': 38151.005, 'street_length_avg': 188.8663613861386, 'street_segments_count': 202, 'node_density_km': 21.023616416455862, 'intersection_density_km': 14.516306573267144, 'edge_density_km': 9548.477321693934, 'street_density_km': 4774.238660846962, 'circuity_avg': 1.2882985113888514, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2882985113888514\n", - "6744\n", - "7010254.164949751\n", - "{'n': 340, 'm': 893, 'k_avg': 5.252941176470588, 'intersection_count': 276, 'streets_per_node_avg': 2.7970588235294116, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 218, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18823529411764706, 2: 0.0, 3: 0.6411764705882353, 4: 0.1676470588235294, 5: 0.0029411764705882353}, 'edge_length_total': 96204.43699999971, 'edge_length_avg': 107.73173236282163, 'street_length_total': 49826.84300000003, 'street_length_avg': 108.79223362445421, 'street_segments_count': 458, 'node_density_km': 48.50038129857693, 'intersection_density_km': 39.37089776002128, 'edge_density_km': 13723.38787386738, 'street_density_km': 7107.708483542148, 'circuity_avg': 1.0489521652126073, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0489521652126073\n", - "6745\n", - "7995866.631722573\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 430, 'm': 1070, 'k_avg': 4.976744186046512, 'intersection_count': 321, 'streets_per_node_avg': 2.5790697674418603, 'streets_per_node_counts': {0: 0, 1: 109, 2: 0, 3: 284, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2534883720930233, 2: 0.0, 3: 0.6604651162790698, 4: 0.08604651162790698}, 'edge_length_total': 136279.80599999992, 'edge_length_avg': 127.36430467289712, 'street_length_total': 68139.903, 'street_length_avg': 127.3643046728972, 'street_segments_count': 535, 'node_density_km': 53.777785424037745, 'intersection_density_km': 40.1457421421305, 'edge_density_km': 17043.78177836625, 'street_density_km': 8521.89088918313, 'circuity_avg': 1.0717376444274869, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0717376444274869\n", - "6746\n", - "10012764.870017013\n", - "{'n': 239, 'm': 604, 'k_avg': 5.054393305439331, 'intersection_count': 184, 'streets_per_node_avg': 2.6569037656903767, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 156, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2301255230125523, 2: 0.0, 3: 0.6527196652719666, 4: 0.11715481171548117}, 'edge_length_total': 116459.12599999984, 'edge_length_avg': 192.81312251655604, 'street_length_total': 58229.56299999997, 'street_length_avg': 192.8131225165562, 'street_segments_count': 302, 'node_density_km': 23.869530854128, 'intersection_density_km': 18.37654258225754, 'edge_density_km': 11631.065695823334, 'street_density_km': 5815.5328479116715, 'circuity_avg': 1.036011295610696, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.036011295610696\n", - "6747\n", - "14013008.980915396\n", - "{'n': 509, 'm': 1429, 'k_avg': 5.614931237721022, 'intersection_count': 438, 'streets_per_node_avg': 2.8978388998035363, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 348, 4: 90}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13948919449901767, 2: 0.0, 3: 0.6836935166994106, 4: 0.17681728880157171}, 'edge_length_total': 192469.14400000026, 'edge_length_avg': 134.68799440167967, 'street_length_total': 96482.92699999998, 'street_length_avg': 134.9411566433566, 'street_segments_count': 715, 'node_density_km': 36.323390693120764, 'intersection_density_km': 31.256670183864234, 'edge_density_km': 13735.03322963169, 'street_density_km': 6885.2397890704315, 'circuity_avg': 1.0358843872223449, 'self_loop_proportion': 0.0013995801259622112, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0358843872223449\n", - "6748\n", - "8995981.262239952\n", - "{'n': 174, 'm': 384, 'k_avg': 4.413793103448276, 'intersection_count': 107, 'streets_per_node_avg': 2.281609195402299, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 98, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3850574712643678, 2: 0.0, 3: 0.5632183908045977, 4: 0.05172413793103448}, 'edge_length_total': 41237.46400000002, 'edge_length_avg': 107.38922916666672, 'street_length_total': 20618.732000000004, 'street_length_avg': 107.38922916666668, 'street_segments_count': 192, 'node_density_km': 19.341970033925453, 'intersection_density_km': 11.894199963390939, 'edge_density_km': 4583.98731587977, 'street_density_km': 2291.9936579398845, 'circuity_avg': 1.0499513232653914, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0499513232653914\n", - "6749\n", - "29030196.27289674\n", - "{'n': 1299, 'm': 3556, 'k_avg': 5.474980754426482, 'intersection_count': 1088, 'streets_per_node_avg': 2.81139337952271, 'streets_per_node_counts': {0: 0, 1: 211, 2: 0, 3: 914, 4: 171, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1624326404926867, 2: 0.0, 3: 0.7036181678214011, 4: 0.13163972286374134, 5: 0.0023094688221709007}, 'edge_length_total': 437646.22400000115, 'edge_length_avg': 123.07261642294746, 'street_length_total': 219841.99000000022, 'street_length_avg': 121.93122018857473, 'street_segments_count': 1803, 'node_density_km': 44.746511108255106, 'intersection_density_km': 37.47821715610589, 'edge_density_km': 15075.55167336563, 'street_density_km': 7572.87301585521, 'circuity_avg': 1.0443516522627103, 'self_loop_proportion': 0.0005624296962879641, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0443516522627103\n", - "6750\n", - "5997490.285359587\n", - "{'n': 289, 'm': 710, 'k_avg': 4.913494809688581, 'intersection_count': 208, 'streets_per_node_avg': 2.5017301038062283, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 191, 4: 16, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28027681660899656, 2: 0.0, 3: 0.6608996539792388, 4: 0.05536332179930796, 5: 0.0034602076124567475}, 'edge_length_total': 83426.81200000014, 'edge_length_avg': 117.50255211267624, 'street_length_total': 41713.405999999966, 'street_length_avg': 117.50255211267596, 'street_segments_count': 355, 'node_density_km': 48.186822528996004, 'intersection_density_km': 34.68117330806633, 'edge_density_km': 13910.287141882078, 'street_density_km': 6955.1435709410225, 'circuity_avg': 1.0424437021327284, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0424437021327284\n", - "6751\n", - "23022532.388589364\n", - "{'n': 1298, 'm': 3843, 'k_avg': 5.9214175654853625, 'intersection_count': 1149, 'streets_per_node_avg': 3.0192604006163326, 'streets_per_node_counts': {0: 0, 1: 149, 2: 0, 3: 829, 4: 317, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1147919876733436, 2: 0.0, 3: 0.6386748844375963, 4: 0.24422187981510016, 5: 0.0023112480739599386}, 'edge_length_total': 434452.46700000105, 'edge_length_avg': 113.05034270101511, 'street_length_total': 217583.89899999986, 'street_length_avg': 112.85471939834018, 'street_segments_count': 1928, 'node_density_km': 56.37954930810854, 'intersection_density_km': 49.90762877890348, 'edge_density_km': 18870.750604973775, 'street_density_km': 9450.91075679584, 'circuity_avg': 1.0454374487874063, 'self_loop_proportion': 0.0010408534998698933, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454374487874063\n", - "6752\n", - "34037793.59145409\n", - "{'n': 2544, 'm': 7170, 'k_avg': 5.636792452830188, 'intersection_count': 2159, 'streets_per_node_avg': 2.9064465408805034, 'streets_per_node_counts': {0: 0, 1: 385, 2: 3, 3: 1633, 4: 513, 5: 8, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1513364779874214, 2: 0.0011792452830188679, 3: 0.6419025157232704, 4: 0.2016509433962264, 5: 0.0031446540880503146, 6: 0.0007861635220125787}, 'edge_length_total': 655438.9190000013, 'edge_length_avg': 91.4140751743377, 'street_length_total': 330640.00300000096, 'street_length_avg': 90.48713820470743, 'street_segments_count': 3654, 'node_density_km': 74.74044970525719, 'intersection_density_km': 63.42949328366756, 'edge_density_km': 19256.210519020337, 'street_density_km': 9713.908221213702, 'circuity_avg': 1.0409009650757208, 'self_loop_proportion': 0.001394700139470014, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0409009650757208\n", - "6753\n", - "6998914.247734224\n", - "{'n': 336, 'm': 888, 'k_avg': 5.285714285714286, 'intersection_count': 267, 'streets_per_node_avg': 2.7410714285714284, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 216, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20535714285714285, 2: 0.0, 3: 0.6428571428571429, 4: 0.15178571428571427}, 'edge_length_total': 112516.16799999977, 'edge_length_avg': 126.70739639639613, 'street_length_total': 56258.08399999997, 'street_length_avg': 126.70739639639633, 'street_segments_count': 444, 'node_density_km': 48.00744631337269, 'intersection_density_km': 38.1487743025908, 'edge_density_km': 16076.231829304796, 'street_density_km': 8038.1159146524105, 'circuity_avg': 1.038852190851465, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038852190851465\n", - "6754\n", - "7012156.063497887\n", - "{'n': 189, 'm': 453, 'k_avg': 4.7936507936507935, 'intersection_count': 131, 'streets_per_node_avg': 2.502645502645503, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 109, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30687830687830686, 2: 0.0, 3: 0.5767195767195767, 4: 0.1164021164021164}, 'edge_length_total': 70122.33799999996, 'edge_length_avg': 154.79544812362022, 'street_length_total': 35123.092999999986, 'street_length_avg': 154.72728193832594, 'street_segments_count': 227, 'node_density_km': 26.953193609573027, 'intersection_density_km': 18.681843189704054, 'edge_density_km': 10000.1108596292, 'street_density_km': 5008.886379873221, 'circuity_avg': 1.0383716402414516, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0383716402414516\n", - "6755\n", - "6996222.67102707\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 558, 'm': 1440, 'k_avg': 5.161290322580645, 'intersection_count': 409, 'streets_per_node_avg': 2.64336917562724, 'streets_per_node_counts': {0: 0, 1: 149, 2: 0, 3: 310, 4: 99}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2670250896057348, 2: 0.0, 3: 0.5555555555555556, 4: 0.1774193548387097}, 'edge_length_total': 129818.32399999975, 'edge_length_avg': 90.15161388888872, 'street_length_total': 64909.16200000002, 'street_length_avg': 90.15161388888892, 'street_segments_count': 720, 'node_density_km': 79.75732423594854, 'intersection_density_km': 58.460117585130746, 'edge_density_km': 18555.487740206812, 'street_density_km': 9277.743870103426, 'circuity_avg': 1.0297359008716531, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0297359008716531\n", - "6756\n", - "256253938.26086038\n", - "error with entry 6756\n", - "6757\n", - "3995956.1253012856\n", - "{'n': 221, 'm': 502, 'k_avg': 4.542986425339366, 'intersection_count': 139, 'streets_per_node_avg': 2.316742081447964, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 126, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.37104072398190047, 2: 0.0, 3: 0.5701357466063348, 4: 0.058823529411764705}, 'edge_length_total': 46775.058, 'edge_length_avg': 93.17740637450198, 'street_length_total': 23387.52900000002, 'street_length_avg': 93.17740637450207, 'street_segments_count': 251, 'node_density_km': 55.30591254510762, 'intersection_density_km': 34.785166713891215, 'edge_density_km': 11705.598493395186, 'street_density_km': 5852.799246697598, 'circuity_avg': 1.1861582662682506, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1861582662682506\n", - "6758\n", - "13012145.343227115\n", - "{'n': 437, 'm': 1184, 'k_avg': 5.418764302059497, 'intersection_count': 362, 'streets_per_node_avg': 2.816933638443936, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 296, 4: 62, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17162471395881007, 2: 0.0, 3: 0.6773455377574371, 4: 0.14187643020594964, 5: 0.009153318077803204}, 'edge_length_total': 163822.43599999975, 'edge_length_avg': 138.3635439189187, 'street_length_total': 82923.828, 'street_length_avg': 137.0641785123967, 'street_segments_count': 605, 'node_density_km': 33.584008514588305, 'intersection_density_km': 27.820162659681845, 'edge_density_km': 12589.963582390365, 'street_density_km': 6372.802163877016, 'circuity_avg': 1.0503091191110712, 'self_loop_proportion': 0.0033783783783783786, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0503091191110712\n", - "6759\n", - "26984656.460227482\n", - "{'n': 1209, 'm': 3144, 'k_avg': 5.200992555831266, 'intersection_count': 893, 'streets_per_node_avg': 2.6815550041356495, 'streets_per_node_counts': {0: 0, 1: 316, 2: 0, 3: 646, 4: 247}, 'streets_per_node_proportion': {0: 0.0, 1: 0.261373035566584, 2: 0.0, 3: 0.5343258891645989, 4: 0.20430107526881722}, 'edge_length_total': 393749.4780000004, 'edge_length_avg': 125.23838358778639, 'street_length_total': 198573.88099999988, 'street_length_avg': 124.49773103448268, 'street_segments_count': 1595, 'node_density_km': 44.80323852860375, 'intersection_density_km': 33.09288007116886, 'edge_density_km': 14591.60610698696, 'street_density_km': 7358.770021500059, 'circuity_avg': 1.0557081895262737, 'self_loop_proportion': 0.001272264631043257, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557081895262737\n", - "6760\n", - "12012804.602007575\n", - "{'n': 533, 'm': 1352, 'k_avg': 5.073170731707317, 'intersection_count': 410, 'streets_per_node_avg': 2.6341463414634148, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 360, 4: 49, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.6754221388367729, 4: 0.09193245778611632, 5: 0.001876172607879925}, 'edge_length_total': 156826.02200000052, 'edge_length_avg': 115.99557840236724, 'street_length_total': 78655.13499999985, 'street_length_avg': 115.16125183016084, 'street_segments_count': 683, 'node_density_km': 44.3693223738048, 'intersection_density_km': 34.13024797984985, 'edge_density_km': 13054.904928179038, 'street_density_km': 6547.607957167224, 'circuity_avg': 1.0657593535555836, 'self_loop_proportion': 0.0014792899408284023, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0657593535555836\n", - "6761\n", - "10998489.857287815\n", - "{'n': 441, 'm': 1104, 'k_avg': 5.006802721088436, 'intersection_count': 310, 'streets_per_node_avg': 2.557823129251701, 'streets_per_node_counts': {0: 0, 1: 131, 2: 0, 3: 244, 4: 65, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29705215419501135, 2: 0.0, 3: 0.5532879818594104, 4: 0.1473922902494331, 5: 0.0022675736961451248}, 'edge_length_total': 136493.1979999999, 'edge_length_avg': 123.63514311594193, 'street_length_total': 68246.59899999994, 'street_length_avg': 123.63514311594193, 'street_segments_count': 552, 'node_density_km': 40.09641375518338, 'intersection_density_km': 28.18568767371167, 'edge_density_km': 12410.17628520672, 'street_density_km': 6205.08814260336, 'circuity_avg': 1.0332054860266804, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0332054860266804\n", - "6762\n", - "3996727.401149746\n", - "{'n': 153, 'm': 386, 'k_avg': 5.045751633986928, 'intersection_count': 118, 'streets_per_node_avg': 2.588235294117647, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 112, 4: 5, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22875816993464052, 2: 0.0, 3: 0.7320261437908496, 4: 0.032679738562091505, 5: 0.006535947712418301}, 'edge_length_total': 55234.17200000005, 'edge_length_avg': 143.09370984455973, 'street_length_total': 27617.086000000007, 'street_length_avg': 143.0937098445596, 'street_segments_count': 193, 'node_density_km': 38.28131985083251, 'intersection_density_km': 29.52415517907344, 'edge_density_km': 13819.849706064699, 'street_density_km': 6909.924853032345, 'circuity_avg': 1.3525535766852048, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3525535766852048\n", - "6763\n", - "3997687.653109729\n", - "{'n': 216, 'm': 614, 'k_avg': 5.685185185185185, 'intersection_count': 172, 'streets_per_node_avg': 2.912037037037037, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 103, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2037037037037037, 2: 0.0, 3: 0.47685185185185186, 4: 0.3194444444444444}, 'edge_length_total': 49196.469999999994, 'edge_length_avg': 80.12454397394136, 'street_length_total': 24598.234999999993, 'street_length_avg': 80.12454397394134, 'street_segments_count': 307, 'node_density_km': 54.03123473940679, 'intersection_density_km': 43.02487210730541, 'edge_density_km': 12306.231569074926, 'street_density_km': 6153.115784537462, 'circuity_avg': 1.0265897858138546, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0265897858138546\n", - "6764\n", - "5008629.177290032\n", - "{'n': 404, 'm': 1012, 'k_avg': 5.00990099009901, 'intersection_count': 298, 'streets_per_node_avg': 2.589108910891089, 'streets_per_node_counts': {0: 0, 1: 106, 2: 0, 3: 253, 4: 44, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2623762376237624, 2: 0.0, 3: 0.6262376237623762, 4: 0.10891089108910891, 5: 0.0024752475247524753}, 'edge_length_total': 85485.63199999995, 'edge_length_avg': 84.4719683794466, 'street_length_total': 42742.81600000003, 'street_length_avg': 84.4719683794467, 'street_segments_count': 506, 'node_density_km': 80.66079274381183, 'intersection_density_km': 59.49731741994041, 'edge_density_km': 17067.67040922219, 'street_density_km': 8533.835204611105, 'circuity_avg': 1.0930524850501118, 'self_loop_proportion': 0.009881422924901186, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0930524850501118\n", - "6765\n", - "9012102.026079295\n", - "{'n': 428, 'm': 1042, 'k_avg': 4.869158878504673, 'intersection_count': 298, 'streets_per_node_avg': 2.5070093457943927, 'streets_per_node_counts': {0: 0, 1: 130, 2: 0, 3: 249, 4: 49}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3037383177570093, 2: 0.0, 3: 0.5817757009345794, 4: 0.11448598130841121}, 'edge_length_total': 129911.3360000002, 'edge_length_avg': 124.67498656429962, 'street_length_total': 64955.66799999996, 'street_length_avg': 124.67498656429935, 'street_segments_count': 521, 'node_density_km': 47.49169491883803, 'intersection_density_km': 33.066647396761056, 'edge_density_km': 14415.209195819321, 'street_density_km': 7207.604597909645, 'circuity_avg': 1.0652176940666789, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0652176940666789\n", - "6766\n", - "6998677.464007816\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 226, 'm': 640, 'k_avg': 5.663716814159292, 'intersection_count': 188, 'streets_per_node_avg': 2.898230088495575, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 135, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.168141592920354, 2: 0.0, 3: 0.5973451327433629, 4: 0.2345132743362832}, 'edge_length_total': 101951.19599999987, 'edge_length_avg': 159.2987437499998, 'street_length_total': 50975.59800000003, 'street_length_avg': 159.29874375000009, 'street_segments_count': 320, 'node_density_km': 32.29181529828356, 'intersection_density_km': 26.86221803574031, 'edge_density_km': 14567.20880827921, 'street_density_km': 7283.604404139619, 'circuity_avg': 1.0382696197447874, 'self_loop_proportion': 0.003125, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0382696197447874\n", - "6767\n", - "10018625.75004762\n", - "{'n': 240, 'm': 648, 'k_avg': 5.4, 'intersection_count': 210, 'streets_per_node_avg': 2.85, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 186, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.775, 4: 0.1}, 'edge_length_total': 114065.51200000005, 'edge_length_avg': 176.0270246913581, 'street_length_total': 57032.75600000003, 'street_length_avg': 176.02702469135812, 'street_segments_count': 324, 'node_density_km': 23.955381305550738, 'intersection_density_km': 20.960958642356896, 'edge_density_km': 11385.34514072031, 'street_density_km': 5692.672570360156, 'circuity_avg': 1.0381079408496825, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0381079408496825\n", - "6768\n", - "5999972.466645595\n", - "{'n': 223, 'm': 610, 'k_avg': 5.4708520179372195, 'intersection_count': 167, 'streets_per_node_avg': 2.807174887892377, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 98, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25112107623318386, 2: 0.0, 3: 0.43946188340807174, 4: 0.3094170403587444}, 'edge_length_total': 90171.87599999989, 'edge_length_avg': 147.8227475409834, 'street_length_total': 45085.93800000001, 'street_length_avg': 147.82274754098364, 'street_segments_count': 305, 'node_density_km': 37.16683722128356, 'intersection_density_km': 27.833461058091274, 'edge_density_km': 15028.71496515588, 'street_density_km': 7514.357482577951, 'circuity_avg': 1.014812568821915, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.014812568821915\n", - "6769\n", - "9010050.335743796\n", - "{'n': 533, 'm': 1496, 'k_avg': 5.613508442776736, 'intersection_count': 435, 'streets_per_node_avg': 2.8667917448405253, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 310, 4: 125}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18386491557223264, 2: 0.0, 3: 0.5816135084427767, 4: 0.23452157598499063}, 'edge_length_total': 155854.80399999963, 'edge_length_avg': 104.18101871657728, 'street_length_total': 77927.40200000007, 'street_length_avg': 104.18101871657764, 'street_segments_count': 748, 'node_density_km': 59.15616230084022, 'intersection_density_km': 48.279419513818944, 'edge_density_km': 17297.883828873582, 'street_density_km': 8648.94191443682, 'circuity_avg': 1.073839081393294, 'self_loop_proportion': 0.0053475935828877, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.073839081393294\n", - "6770\n", - "4996753.164292466\n", - "{'n': 250, 'm': 616, 'k_avg': 4.928, 'intersection_count': 179, 'streets_per_node_avg': 2.484, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 166, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.284, 2: 0.0, 3: 0.664, 4: 0.052}, 'edge_length_total': 67847.30799999993, 'edge_length_avg': 110.14173376623366, 'street_length_total': 33923.65399999998, 'street_length_avg': 110.1417337662337, 'street_segments_count': 308, 'node_density_km': 50.03248945465964, 'intersection_density_km': 35.8232624495363, 'edge_density_km': 13578.278888148167, 'street_density_km': 6789.139444074086, 'circuity_avg': 1.1046916910025617, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1046916910025617\n", - "6771\n", - "5008613.057598927\n", - "{'n': 203, 'm': 498, 'k_avg': 4.906403940886699, 'intersection_count': 150, 'streets_per_node_avg': 2.6403940886699506, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 117, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26108374384236455, 2: 0.0, 3: 0.5763546798029556, 4: 0.1625615763546798}, 'edge_length_total': 73056.50600000012, 'edge_length_avg': 146.69981124498017, 'street_length_total': 36564.16600000004, 'street_length_avg': 145.6739681274902, 'street_segments_count': 251, 'node_density_km': 40.530182241172355, 'intersection_density_km': 29.94841052303376, 'edge_density_km': 14586.174887109884, 'street_density_km': 7300.257692002363, 'circuity_avg': 1.041683923791509, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041683923791509\n", - "6772\n", - "9009092.815461066\n", - "{'n': 482, 'm': 1260, 'k_avg': 5.228215767634855, 'intersection_count': 387, 'streets_per_node_avg': 2.7427385892116183, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 321, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1970954356846473, 2: 0.0, 3: 0.6659751037344398, 4: 0.13692946058091288}, 'edge_length_total': 141363.51999999996, 'edge_length_avg': 112.19326984126981, 'street_length_total': 71692.46699999995, 'street_length_avg': 111.49683825816477, 'street_segments_count': 643, 'node_density_km': 53.50150230140928, 'intersection_density_km': 42.95660039552986, 'edge_density_km': 15691.204752313932, 'street_density_km': 7957.789809531549, 'circuity_avg': 1.0485416151970193, 'self_loop_proportion': 0.0015873015873015873, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0485416151970193\n", - "6773\n", - "10016116.745605027\n", - "{'n': 443, 'm': 1231, 'k_avg': 5.557562076749436, 'intersection_count': 378, 'streets_per_node_avg': 2.880361173814898, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 301, 4: 77}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14672686230248308, 2: 0.0, 3: 0.6794582392776524, 4: 0.17381489841986456}, 'edge_length_total': 154247.86200000026, 'edge_length_avg': 125.30289358245349, 'street_length_total': 77147.60900000011, 'street_length_avg': 125.23962500000019, 'street_segments_count': 616, 'node_density_km': 44.228717700837905, 'intersection_density_km': 37.73917672893167, 'edge_density_km': 15399.966465814477, 'street_density_km': 7702.347222924665, 'circuity_avg': 1.0446502722306816, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0446502722306816\n", - "6774\n", - "8999731.117804293\n", - "{'n': 270, 'm': 642, 'k_avg': 4.7555555555555555, 'intersection_count': 173, 'streets_per_node_avg': 2.4185185185185185, 'streets_per_node_counts': {0: 0, 1: 97, 2: 0, 3: 136, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3592592592592593, 2: 0.0, 3: 0.5037037037037037, 4: 0.13703703703703704}, 'edge_length_total': 82241.46999999994, 'edge_length_avg': 128.10197819314632, 'street_length_total': 41120.734999999986, 'street_length_avg': 128.10197819314638, 'street_segments_count': 321, 'node_density_km': 30.00089630076339, 'intersection_density_km': 19.222796518637285, 'edge_density_km': 9138.214122564228, 'street_density_km': 4569.107061282116, 'circuity_avg': 1.0408582263944848, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0408582263944848\n", - "6775\n", - "71110552.77952388\n", - "{'n': 3875, 'm': 10292, 'k_avg': 5.312, 'intersection_count': 2977, 'streets_per_node_avg': 2.696, 'streets_per_node_counts': {0: 0, 1: 898, 2: 0, 3: 2370, 4: 597, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23174193548387098, 2: 0.0, 3: 0.6116129032258064, 4: 0.15406451612903227, 5: 0.00232258064516129, 6: 0.00025806451612903227}, 'edge_length_total': 857013.9169999949, 'edge_length_avg': 83.26991031869363, 'street_length_total': 429980.965000001, 'street_length_avg': 83.05601023758953, 'street_segments_count': 5177, 'node_density_km': 54.49261535083717, 'intersection_density_km': 41.864391199856065, 'edge_density_km': 12051.852833392262, 'street_density_km': 6046.654795852086, 'circuity_avg': 1.0948719053857219, 'self_loop_proportion': 0.0025262339681305867, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0948719053857219\n", - "6776\n", - "5996236.432428516\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 289, 'm': 648, 'k_avg': 4.484429065743945, 'intersection_count': 181, 'streets_per_node_avg': 2.28719723183391, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 171, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3737024221453287, 2: 0.0, 3: 0.5916955017301038, 4: 0.03460207612456748}, 'edge_length_total': 75035.79399999988, 'edge_length_avg': 115.79597839506154, 'street_length_total': 37517.89700000001, 'street_length_avg': 115.79597839506177, 'street_segments_count': 324, 'node_density_km': 48.19689871417445, 'intersection_density_km': 30.185600924794382, 'edge_density_km': 12513.815098116447, 'street_density_km': 6256.907549058236, 'circuity_avg': 1.1212109516322453, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1212109516322453\n", - "6777\n", - "7006021.286211956\n", - "{'n': 145, 'm': 366, 'k_avg': 5.048275862068966, 'intersection_count': 122, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 105, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15862068965517243, 2: 0.0, 3: 0.7241379310344828, 4: 0.11724137931034483}, 'edge_length_total': 75941.76400000004, 'edge_length_avg': 207.49115846994547, 'street_length_total': 37970.88200000002, 'street_length_avg': 207.49115846994547, 'street_segments_count': 183, 'node_density_km': 20.696482936094416, 'intersection_density_km': 17.413592539334612, 'edge_density_km': 10839.499467330414, 'street_density_km': 5419.749733665207, 'circuity_avg': 1.0390304106032142, 'self_loop_proportion': 0.00546448087431694, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0390304106032142\n", - "6778\n", - "6996561.623460782\n", - "{'n': 421, 'm': 1089, 'k_avg': 5.173396674584323, 'intersection_count': 349, 'streets_per_node_avg': 2.7505938242280283, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 310, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.171021377672209, 2: 0.0, 3: 0.7363420427553444, 4: 0.09263657957244656}, 'edge_length_total': 118605.46300000015, 'edge_length_avg': 108.91227089072558, 'street_length_total': 60170.40200000001, 'street_length_avg': 106.1206384479718, 'street_segments_count': 567, 'node_density_km': 60.17241363076231, 'intersection_density_km': 49.88164455376733, 'edge_density_km': 16951.964319487135, 'street_density_km': 8599.996003499402, 'circuity_avg': 1.0546780404632343, 'self_loop_proportion': 0.0018365472910927456, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0546780404632343\n", - "6779\n", - "8010499.03011268\n", - "{'n': 322, 'm': 771, 'k_avg': 4.788819875776397, 'intersection_count': 239, 'streets_per_node_avg': 2.531055900621118, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 224, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2577639751552795, 2: 0.0, 3: 0.6956521739130435, 4: 0.046583850931677016}, 'edge_length_total': 104328.57099999987, 'edge_length_avg': 135.31591569390383, 'street_length_total': 52441.50900000002, 'street_length_avg': 133.7793596938776, 'street_segments_count': 392, 'node_density_km': 40.19724598799066, 'intersection_density_km': 29.835844071831577, 'edge_density_km': 13023.978981560695, 'street_density_km': 6546.597010106916, 'circuity_avg': 1.0797198491049322, 'self_loop_proportion': 0.0025940337224383916, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0797198491049322\n", - "6780\n", - "3998887.7288303412\n", - "{'n': 193, 'm': 490, 'k_avg': 5.077720207253886, 'intersection_count': 146, 'streets_per_node_avg': 2.6580310880829017, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 119, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24352331606217617, 2: 0.0, 3: 0.616580310880829, 4: 0.13471502590673576, 5: 0.0051813471502590676}, 'edge_length_total': 64763.19, 'edge_length_avg': 132.1697755102041, 'street_length_total': 32381.59500000001, 'street_length_avg': 132.16977551020412, 'street_segments_count': 245, 'node_density_km': 48.26342050279359, 'intersection_density_km': 36.51015229745008, 'edge_density_km': 16195.30089156641, 'street_density_km': 8097.650445783207, 'circuity_avg': 1.0502134085760602, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0502134085760602\n", - "6781\n", - "22020986.781868458\n", - "{'n': 967, 'm': 2730, 'k_avg': 5.646328852119959, 'intersection_count': 795, 'streets_per_node_avg': 2.8986556359875904, 'streets_per_node_counts': {0: 0, 1: 172, 2: 0, 3: 550, 4: 244, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1778697001034126, 2: 0.0, 3: 0.5687693898655636, 4: 0.25232678386763185, 5: 0.001034126163391934}, 'edge_length_total': 372725.922999999, 'edge_length_avg': 136.52964212454177, 'street_length_total': 188123.94400000008, 'street_length_avg': 136.5195529753266, 'street_segments_count': 1378, 'node_density_km': 43.91265521289918, 'intersection_density_km': 36.10192439943625, 'edge_density_km': 16925.940998561084, 'street_density_km': 8542.938872970793, 'circuity_avg': 1.047877859843434, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047877859843434\n", - "6782\n", - "13999605.88364203\n", - "{'n': 712, 'm': 2080, 'k_avg': 5.842696629213483, 'intersection_count': 612, 'streets_per_node_avg': 3.0730337078651684, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 361, 4: 250, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1404494382022472, 2: 0.0, 3: 0.5070224719101124, 4: 0.351123595505618, 5: 0.0014044943820224719}, 'edge_length_total': 291480.269, 'edge_length_avg': 140.13474471153845, 'street_length_total': 147168.37200000006, 'street_length_avg': 138.57662146892662, 'street_segments_count': 1062, 'node_density_km': 50.858574585441936, 'intersection_density_km': 43.715516357149525, 'edge_density_km': 20820.60533865334, 'street_density_km': 10512.322505589982, 'circuity_avg': 1.0267606742251305, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0267606742251305\n", - "6783\n", - "11010783.792922392\n", - "{'n': 493, 'm': 1341, 'k_avg': 5.440162271805274, 'intersection_count': 425, 'streets_per_node_avg': 2.8539553752535496, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 361, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13793103448275862, 2: 0.0, 3: 0.7322515212981744, 4: 0.12981744421906694}, 'edge_length_total': 187379.0099999999, 'edge_length_avg': 139.73080536912744, 'street_length_total': 94751.45900000008, 'street_length_avg': 138.93175806451623, 'street_segments_count': 682, 'node_density_km': 44.77428757768315, 'intersection_density_km': 38.598523773864784, 'edge_density_km': 17017.772169901746, 'street_density_km': 8605.332806635004, 'circuity_avg': 1.0516712630843577, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0516712630843577\n", - "6784\n", - "2996847.716942054\n", - "{'n': 78, 'm': 180, 'k_avg': 4.615384615384615, 'intersection_count': 54, 'streets_per_node_avg': 2.41025641025641, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 52, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3076923076923077, 2: 0.0, 3: 0.6666666666666666, 4: 0.02564102564102564}, 'edge_length_total': 34650.66600000002, 'edge_length_avg': 192.5037000000001, 'street_length_total': 17325.333, 'street_length_avg': 192.50369999999998, 'street_segments_count': 90, 'node_density_km': 26.027348523264376, 'intersection_density_km': 18.018933593029185, 'edge_density_km': 11562.37128904138, 'street_density_km': 5781.185644520687, 'circuity_avg': 1.2699373890469272, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2699373890469272\n", - "6785\n", - "19019207.585130945\n", - "{'n': 717, 'm': 1894, 'k_avg': 5.283124128312413, 'intersection_count': 575, 'streets_per_node_avg': 2.735006973500697, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 481, 4: 94}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19804741980474197, 2: 0.0, 3: 0.6708507670850767, 4: 0.13110181311018132}, 'edge_length_total': 268718.2190000009, 'edge_length_avg': 141.87867951425602, 'street_length_total': 134551.23200000008, 'street_length_avg': 141.1870220356769, 'street_segments_count': 953, 'node_density_km': 37.6987314950253, 'intersection_density_km': 30.232594992523772, 'edge_density_km': 14128.781012416233, 'street_density_km': 7074.49200487149, 'circuity_avg': 1.0376022984487778, 'self_loop_proportion': 0.0021119324181626186, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0376022984487778\n", - "6786\n", - "3998974.8961834456\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 189, 'm': 533, 'k_avg': 5.64021164021164, 'intersection_count': 165, 'streets_per_node_avg': 3.0105820105820107, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 115, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12698412698412698, 2: 0.0, 3: 0.6084656084656085, 4: 0.26455026455026454}, 'edge_length_total': 75240.03600000008, 'edge_length_avg': 141.1632945590996, 'street_length_total': 37932.77200000004, 'street_length_avg': 138.94788278388293, 'street_segments_count': 273, 'node_density_km': 47.26211214288402, 'intersection_density_km': 41.260574092993984, 'edge_density_km': 18814.830788712352, 'street_density_km': 9485.623937325148, 'circuity_avg': 1.0326061830101623, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0326061830101623\n", - "6787\n", - "7007603.218673288\n", - "{'n': 300, 'm': 771, 'k_avg': 5.14, 'intersection_count': 243, 'streets_per_node_avg': 2.71, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 216, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19, 2: 0.0, 3: 0.72, 4: 0.09}, 'edge_length_total': 102382.94800000002, 'edge_length_avg': 132.79240985732818, 'street_length_total': 51342.010999999984, 'street_length_avg': 131.646182051282, 'street_segments_count': 390, 'node_density_km': 42.81064304562572, 'intersection_density_km': 34.67662086695683, 'edge_density_km': 14610.2661359562, 'street_density_km': 7326.615020551962, 'circuity_avg': 1.0954094071969784, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0954094071969784\n", - "6788\n", - "5999679.149897629\n", - "{'n': 124, 'm': 344, 'k_avg': 5.548387096774194, 'intersection_count': 97, 'streets_per_node_avg': 2.806451612903226, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 67, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21774193548387097, 2: 0.0, 3: 0.5403225806451613, 4: 0.24193548387096775}, 'edge_length_total': 46750.22399999996, 'edge_length_avg': 135.90181395348824, 'street_length_total': 23375.112000000005, 'street_length_avg': 135.90181395348839, 'street_segments_count': 172, 'node_density_km': 20.667771876120373, 'intersection_density_km': 16.167531225674807, 'edge_density_km': 7792.120683786507, 'street_density_km': 3896.0603418932574, 'circuity_avg': 1.0193135246876153, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0193135246876153\n", - "6789\n", - "12016237.200335218\n", - "{'n': 620, 'm': 1662, 'k_avg': 5.361290322580645, 'intersection_count': 512, 'streets_per_node_avg': 2.7370967741935486, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 459, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17419354838709677, 2: 0.0, 3: 0.7403225806451613, 4: 0.08548387096774193}, 'edge_length_total': 178932.03399999984, 'edge_length_avg': 107.66067027677488, 'street_length_total': 89466.01699999999, 'street_length_avg': 107.66067027677497, 'street_segments_count': 831, 'node_density_km': 51.59685096618298, 'intersection_density_km': 42.609012410783365, 'edge_density_km': 14890.854018345124, 'street_density_km': 7445.427009172568, 'circuity_avg': 1.0831926111201124, 'self_loop_proportion': 0.0048134777376654635, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0831926111201124\n", - "6790\n", - "124245491.91651194\n", - "error with entry 6790\n", - "6791\n", - "5992934.643801815\n", - "{'n': 47, 'm': 98, 'k_avg': 4.170212765957447, 'intersection_count': 28, 'streets_per_node_avg': 2.25531914893617, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 25, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.40425531914893614, 2: 0.0, 3: 0.5319148936170213, 4: 0.06382978723404255}, 'edge_length_total': 20103.075999999997, 'edge_length_avg': 205.13342857142854, 'street_length_total': 10051.538, 'street_length_avg': 205.13342857142857, 'street_segments_count': 49, 'node_density_km': 7.842568423236468, 'intersection_density_km': 4.67216842235364, 'edge_density_km': 3354.4627456919757, 'street_density_km': 1677.231372845988, 'circuity_avg': 1.1504501753856542, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1504501753856542\n", - "6792\n", - "9009567.113735123\n", - "{'n': 366, 'm': 934, 'k_avg': 5.103825136612022, 'intersection_count': 309, 'streets_per_node_avg': 2.759562841530055, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 284, 4: 24, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1557377049180328, 2: 0.0, 3: 0.7759562841530054, 4: 0.06557377049180328, 5: 0.00273224043715847}, 'edge_length_total': 128198.95400000006, 'edge_length_avg': 137.25798072805145, 'street_length_total': 64192.114000000045, 'street_length_avg': 136.5789659574469, 'street_segments_count': 470, 'node_density_km': 40.62348339045407, 'intersection_density_km': 34.29687532144893, 'edge_density_km': 14229.202400252972, 'street_density_km': 7124.88327015611, 'circuity_avg': 1.0657199824139156, 'self_loop_proportion': 0.004282655246252677, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0657199824139156\n", - "6793\n", - "7992909.890032082\n", - "{'n': 280, 'm': 797, 'k_avg': 5.692857142857143, 'intersection_count': 245, 'streets_per_node_avg': 2.9464285714285716, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 192, 4: 51, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.6857142857142857, 4: 0.18214285714285713, 5: 0.007142857142857143}, 'edge_length_total': 90927.57499999995, 'edge_length_avg': 114.08729611041399, 'street_length_total': 45647.82900000001, 'street_length_avg': 112.98967574257429, 'street_segments_count': 404, 'node_density_km': 35.03104674671569, 'intersection_density_km': 30.652165903376225, 'edge_density_km': 11376.02903710891, 'street_density_km': 5711.040112803873, 'circuity_avg': 1.069791796116226, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069791796116226\n", - "6794\n", - "12016463.945395103\n", - "{'n': 285, 'm': 746, 'k_avg': 5.235087719298246, 'intersection_count': 221, 'streets_per_node_avg': 2.729824561403509, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 170, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22456140350877193, 2: 0.0, 3: 0.5964912280701754, 4: 0.17894736842105263}, 'edge_length_total': 114976.88000000024, 'edge_length_avg': 154.12450402144805, 'street_length_total': 57670.74699999996, 'street_length_avg': 153.37964627659565, 'street_segments_count': 376, 'node_density_km': 23.71745975314281, 'intersection_density_km': 18.39143370331425, 'edge_density_km': 9568.279031375214, 'street_density_km': 4799.3109505480015, 'circuity_avg': 1.0437068792054782, 'self_loop_proportion': 0.002680965147453083, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0437068792054782\n", - "6795\n", - "17979021.12483322\n", - "{'n': 191, 'm': 542, 'k_avg': 5.675392670157068, 'intersection_count': 166, 'streets_per_node_avg': 2.910994764397906, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 133, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13089005235602094, 2: 0.0, 3: 0.6963350785340314, 4: 0.17277486910994763}, 'edge_length_total': 112371.48599999993, 'edge_length_avg': 207.3274649446493, 'street_length_total': 56185.742999999966, 'street_length_avg': 207.3274649446493, 'street_segments_count': 271, 'node_density_km': 10.623492718198351, 'intersection_density_km': 9.232983200109562, 'edge_density_km': 6250.144833791242, 'street_density_km': 3125.072416895621, 'circuity_avg': 1.059411035569295, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059411035569295\n", - "6796\n", - "13016250.708101884\n", - "{'n': 386, 'm': 1057, 'k_avg': 5.476683937823834, 'intersection_count': 331, 'streets_per_node_avg': 2.8678756476683938, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 273, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14248704663212436, 2: 0.0, 3: 0.7072538860103627, 4: 0.14766839378238342, 5: 0.0025906735751295338}, 'edge_length_total': 171195.22399999993, 'edge_length_avg': 161.96331504257324, 'street_length_total': 86082.4479999999, 'street_length_avg': 161.50553095684785, 'street_segments_count': 533, 'node_density_km': 29.65523703071705, 'intersection_density_km': 25.429749889034568, 'edge_density_km': 13152.422140535487, 'street_density_km': 6613.459584519098, 'circuity_avg': 1.0479784120612572, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0479784120612572\n", - "6797\n", - "10989740.310471164\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 304, 'm': 722, 'k_avg': 4.75, 'intersection_count': 216, 'streets_per_node_avg': 2.4967105263157894, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 193, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2894736842105263, 2: 0.0, 3: 0.6348684210526315, 4: 0.0756578947368421}, 'edge_length_total': 110367.04399999998, 'edge_length_avg': 152.86294182825483, 'street_length_total': 55183.52199999995, 'street_length_avg': 152.86294182825472, 'street_segments_count': 361, 'node_density_km': 27.66216411049722, 'intersection_density_km': 19.654695552195392, 'edge_density_km': 10042.734485258114, 'street_density_km': 5021.367242629054, 'circuity_avg': 1.0958896176787134, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0958896176787134\n", - "6798\n", - "6007679.262552876\n", - "{'n': 345, 'm': 896, 'k_avg': 5.194202898550724, 'intersection_count': 272, 'streets_per_node_avg': 2.7130434782608694, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 225, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21159420289855072, 2: 0.0, 3: 0.6521739130434783, 4: 0.13623188405797101}, 'edge_length_total': 99903.76699999996, 'edge_length_avg': 111.4997399553571, 'street_length_total': 50562.21600000009, 'street_length_avg': 110.15733333333353, 'street_segments_count': 459, 'node_density_km': 57.42650113671303, 'intersection_density_km': 45.275386403437516, 'edge_density_km': 16629.34431648525, 'street_density_km': 8416.264216228215, 'circuity_avg': 1.0673803884164255, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673803884164255\n", - "6799\n", - "29964163.573713876\n", - "{'n': 1224, 'm': 3242, 'k_avg': 5.2973856209150325, 'intersection_count': 948, 'streets_per_node_avg': 2.730392156862745, 'streets_per_node_counts': {0: 0, 1: 276, 2: 0, 3: 726, 4: 222}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22549019607843138, 2: 0.0, 3: 0.5931372549019608, 4: 0.18137254901960784}, 'edge_length_total': 516784.2760000018, 'edge_length_avg': 159.40292288710728, 'street_length_total': 258392.13799999974, 'street_length_avg': 159.40292288710657, 'street_segments_count': 1621, 'node_density_km': 40.84879582868639, 'intersection_density_km': 31.637792847708084, 'edge_density_km': 17246.744589705548, 'street_density_km': 8623.372294852734, 'circuity_avg': 1.0277276031718052, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0277276031718052\n", - "6800\n", - "13016811.021969777\n", - "{'n': 344, 'm': 907, 'k_avg': 5.273255813953488, 'intersection_count': 263, 'streets_per_node_avg': 2.7151162790697674, 'streets_per_node_counts': {0: 0, 1: 81, 2: 1, 3: 197, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23546511627906977, 2: 0.0029069767441860465, 3: 0.5726744186046512, 4: 0.18895348837209303}, 'edge_length_total': 134369.50599999988, 'edge_length_avg': 148.1471951488422, 'street_length_total': 68094.92799999999, 'street_length_avg': 148.67888209606983, 'street_segments_count': 458, 'node_density_km': 26.427363769774082, 'intersection_density_km': 20.204641486774953, 'edge_density_km': 10322.766902984993, 'street_density_km': 5231.30649166446, 'circuity_avg': 1.0564443095286573, 'self_loop_proportion': 0.002205071664829107, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0564443095286573\n", - "6801\n", - "4993879.29508477\n", - "{'n': 137, 'm': 380, 'k_avg': 5.547445255474453, 'intersection_count': 116, 'streets_per_node_avg': 3.0291970802919708, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 70, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15328467153284672, 2: 0.0, 3: 0.5109489051094891, 4: 0.3357664233576642}, 'edge_length_total': 61804.64799999994, 'edge_length_avg': 162.64381052631563, 'street_length_total': 30902.324, 'street_length_avg': 162.6438105263158, 'street_segments_count': 190, 'node_density_km': 27.43358257273907, 'intersection_density_km': 23.22843487910753, 'edge_density_km': 12376.079666328986, 'street_density_km': 6188.039833164498, 'circuity_avg': 1.0105976295715673, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0105976295715673\n", - "6802\n", - "10018928.11254111\n", - "{'n': 415, 'm': 1121, 'k_avg': 5.402409638554217, 'intersection_count': 331, 'streets_per_node_avg': 2.756626506024096, 'streets_per_node_counts': {0: 0, 1: 84, 2: 1, 3: 264, 4: 64, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20240963855421687, 2: 0.0024096385542168677, 3: 0.636144578313253, 4: 0.15421686746987953, 5: 0.004819277108433735}, 'edge_length_total': 112741.57500000006, 'edge_length_avg': 100.57232381801967, 'street_length_total': 56520.77699999995, 'street_length_avg': 100.39214387211359, 'street_segments_count': 563, 'node_density_km': 41.42159673553573, 'intersection_density_km': 33.03746631195742, 'edge_density_km': 11252.857963805203, 'street_density_km': 5641.3995953569665, 'circuity_avg': 1.0712562878345926, 'self_loop_proportion': 0.003568242640499554, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0712562878345926\n", - "6803\n", - "5994318.448674678\n", - "{'n': 155, 'm': 344, 'k_avg': 4.438709677419355, 'intersection_count': 100, 'streets_per_node_avg': 2.3225806451612905, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 95, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3548387096774194, 2: 0.0, 3: 0.6129032258064516, 4: 0.03225806451612903}, 'edge_length_total': 57825.797999999966, 'edge_length_avg': 168.0982499999999, 'street_length_total': 28912.898999999976, 'street_length_avg': 168.09824999999987, 'street_segments_count': 172, 'node_density_km': 25.85781875406869, 'intersection_density_km': 16.68246371230238, 'edge_density_km': 9646.76776769927, 'street_density_km': 4823.383883849633, 'circuity_avg': 1.1233962028554594, 'self_loop_proportion': 0.005813953488372093, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1233962028554594\n", - "6804\n", - "9011411.729197135\n", - "{'n': 369, 'm': 972, 'k_avg': 5.2682926829268295, 'intersection_count': 298, 'streets_per_node_avg': 2.758807588075881, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 249, 4: 46, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19241192411924118, 2: 0.0, 3: 0.6747967479674797, 4: 0.12466124661246612, 5: 0.005420054200542005, 6: 0.0027100271002710027}, 'edge_length_total': 110621.24800000012, 'edge_length_avg': 113.80786831275732, 'street_length_total': 55310.624000000025, 'street_length_avg': 113.80786831275725, 'street_segments_count': 486, 'node_density_km': 40.94807906783722, 'intersection_density_km': 33.06918038540783, 'edge_density_km': 12275.684579097113, 'street_density_km': 6137.842289548553, 'circuity_avg': 1.0508344990219982, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0508344990219982\n", - "6805\n", - "5007553.538820325\n", - "{'n': 330, 'm': 898, 'k_avg': 5.442424242424242, 'intersection_count': 272, 'streets_per_node_avg': 2.803030303030303, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 223, 4: 47, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17575757575757575, 2: 0.0, 3: 0.6757575757575758, 4: 0.14242424242424243, 5: 0.006060606060606061}, 'edge_length_total': 88880.6020000001, 'edge_length_avg': 98.97617149220501, 'street_length_total': 44440.301000000036, 'street_length_avg': 98.97617149220498, 'street_segments_count': 449, 'node_density_km': 65.9004436880651, 'intersection_density_km': 54.31794146410214, 'edge_density_km': 17749.306385037373, 'street_density_km': 8874.653192518683, 'circuity_avg': 1.0889102944715068, 'self_loop_proportion': 0.011135857461024499, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0889102944715068\n", - "6806\n", - "7990627.572912497\n", - "{'n': 261, 'm': 875, 'k_avg': 6.704980842911877, 'intersection_count': 249, 'streets_per_node_avg': 3.4521072796934864, 'streets_per_node_counts': {0: 0, 1: 12, 2: 1, 3: 105, 4: 143}, 'streets_per_node_proportion': {0: 0.0, 1: 0.04597701149425287, 2: 0.0038314176245210726, 3: 0.40229885057471265, 4: 0.5478927203065134}, 'edge_length_total': 127884.664, 'edge_length_avg': 146.15390171428572, 'street_length_total': 65264.803999999975, 'street_length_avg': 148.32909999999995, 'street_segments_count': 440, 'node_density_km': 32.66326676076937, 'intersection_density_km': 31.16150736946963, 'edge_density_km': 16004.332930434326, 'street_density_km': 8167.669360694739, 'circuity_avg': 1.0167970998928477, 'self_loop_proportion': 0.002285714285714286, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0167970998928477\n", - "6807\n", - "40050521.45755627\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2595, 'm': 6943, 'k_avg': 5.351059730250482, 'intersection_count': 2083, 'streets_per_node_avg': 2.7626204238921, 'streets_per_node_counts': {0: 0, 1: 512, 2: 2, 3: 1676, 4: 400, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1973025048169557, 2: 0.0007707129094412332, 3: 0.6458574181117533, 4: 0.15414258188824662, 5: 0.0019267822736030828}, 'edge_length_total': 716109.4389999984, 'edge_length_avg': 103.14121258821811, 'street_length_total': 364280.788000001, 'street_length_avg': 102.70109613758133, 'street_segments_count': 3547, 'node_density_km': 64.79316387303629, 'intersection_density_km': 52.00931034587075, 'edge_density_km': 17880.15269061849, 'street_density_km': 9095.531712016516, 'circuity_avg': 1.0614134184018846, 'self_loop_proportion': 0.0008641797493878727, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0614134184018846\n", - "6808\n", - "3996425.05570805\n", - "{'n': 133, 'm': 336, 'k_avg': 5.052631578947368, 'intersection_count': 102, 'streets_per_node_avg': 2.6315789473684212, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 90, 4: 11, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23308270676691728, 2: 0.0, 3: 0.6766917293233082, 4: 0.08270676691729323, 5: 0.007518796992481203}, 'edge_length_total': 49049.548000000024, 'edge_length_avg': 145.98079761904768, 'street_length_total': 24524.774000000005, 'street_length_avg': 145.98079761904765, 'street_segments_count': 168, 'node_density_km': 33.27974330709332, 'intersection_density_km': 25.522810656567806, 'edge_density_km': 12273.356141119948, 'street_density_km': 6136.678070559972, 'circuity_avg': 1.1490728075752716, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1490728075752716\n", - "6809\n", - "8012019.011223613\n", - "{'n': 187, 'm': 484, 'k_avg': 5.176470588235294, 'intersection_count': 153, 'streets_per_node_avg': 2.7112299465240643, 'streets_per_node_counts': {0: 0, 1: 34, 2: 1, 3: 137, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0053475935828877, 3: 0.732620320855615, 4: 0.08021390374331551}, 'edge_length_total': 81788.71500000005, 'edge_length_avg': 168.98494834710755, 'street_length_total': 41000.27500000001, 'street_length_avg': 168.72541152263378, 'street_segments_count': 243, 'node_density_km': 23.339934632961008, 'intersection_density_km': 19.096310154240825, 'edge_density_km': 10208.252736972614, 'street_density_km': 5117.346194831152, 'circuity_avg': 1.0862528014015547, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0862528014015547\n", - "6810\n", - "12986084.717083631\n", - "{'n': 331, 'm': 918, 'k_avg': 5.546827794561934, 'intersection_count': 286, 'streets_per_node_avg': 2.8580060422960725, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 243, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13595166163141995, 2: 0.0, 3: 0.7341389728096677, 4: 0.1299093655589124}, 'edge_length_total': 168470.38800000015, 'edge_length_avg': 183.51894117647075, 'street_length_total': 84235.19400000005, 'street_length_avg': 183.5189411764707, 'street_segments_count': 459, 'node_density_km': 25.488821859028715, 'intersection_density_km': 22.023574174266503, 'edge_density_km': 12973.147154844268, 'street_density_km': 6486.573577422132, 'circuity_avg': 1.0403711711856216, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0403711711856216\n", - "6811\n", - "20021694.201749094\n", - "{'n': 682, 'm': 1703, 'k_avg': 4.994134897360704, 'intersection_count': 518, 'streets_per_node_avg': 2.62316715542522, 'streets_per_node_counts': {0: 0, 1: 164, 2: 0, 3: 448, 4: 69, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2404692082111437, 2: 0.0, 3: 0.656891495601173, 4: 0.10117302052785923, 5: 0.001466275659824047}, 'edge_length_total': 258567.0249999993, 'edge_length_avg': 151.83031415149694, 'street_length_total': 130484.24999999997, 'street_length_avg': 151.7258720930232, 'street_segments_count': 860, 'node_density_km': 34.06305146446701, 'intersection_density_km': 25.87193644955119, 'edge_density_km': 12914.342931948831, 'street_density_km': 6517.143288933105, 'circuity_avg': 1.0515446162293958, 'self_loop_proportion': 0.002348796241926013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0515446162293958\n", - "6812\n", - "9987879.081120081\n", - "{'n': 293, 'm': 782, 'k_avg': 5.337883959044369, 'intersection_count': 231, 'streets_per_node_avg': 2.795221843003413, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 167, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21160409556313994, 2: 0.0, 3: 0.5699658703071673, 4: 0.21843003412969283}, 'edge_length_total': 141158.06200000018, 'edge_length_avg': 180.50903069053732, 'street_length_total': 70579.03100000006, 'street_length_avg': 180.50903069053723, 'street_segments_count': 391, 'node_density_km': 29.335557391143528, 'intersection_density_km': 23.128033301550015, 'edge_density_km': 14132.93661782799, 'street_density_km': 7066.468308913993, 'circuity_avg': 1.0188902534540498, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0188902534540498\n", - "6813\n", - "6011695.281668567\n", - "{'n': 606, 'm': 1742, 'k_avg': 5.749174917491749, 'intersection_count': 538, 'streets_per_node_avg': 2.9686468646864688, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 432, 4: 97, 5: 8, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11221122112211221, 2: 0.0, 3: 0.7128712871287128, 4: 0.16006600660066006, 5: 0.013201320132013201, 6: 0.0, 7: 0.0016501650165016502}, 'edge_length_total': 144204.02000000016, 'edge_length_avg': 82.7807233065443, 'street_length_total': 72102.01000000004, 'street_length_avg': 82.78072330654425, 'street_segments_count': 871, 'node_density_km': 100.80351242150826, 'intersection_density_km': 89.49222719929281, 'edge_density_km': 23987.247064853866, 'street_density_km': 11993.623532426926, 'circuity_avg': 1.0454471881913119, 'self_loop_proportion': 0.003444316877152698, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454471881913119\n", - "6814\n", - "8990186.85707072\n", - "{'n': 154, 'm': 522, 'k_avg': 6.779220779220779, 'intersection_count': 147, 'streets_per_node_avg': 3.4935064935064934, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 57, 4: 90}, 'streets_per_node_proportion': {0: 0.0, 1: 0.045454545454545456, 2: 0.0, 3: 0.37012987012987014, 4: 0.5844155844155844}, 'edge_length_total': 126158.98200000013, 'edge_length_avg': 241.68387356321864, 'street_length_total': 63079.490999999995, 'street_length_avg': 241.68387356321836, 'street_segments_count': 261, 'node_density_km': 17.129788562612585, 'intersection_density_km': 16.35116180976656, 'edge_density_km': 14032.965499574346, 'street_density_km': 7016.482749787165, 'circuity_avg': 1.0062018487014432, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0062018487014432\n", - "6815\n", - "14023720.139028572\n", - "{'n': 1609, 'm': 4767, 'k_avg': 5.925419515226849, 'intersection_count': 1392, 'streets_per_node_avg': 3.0130515848353014, 'streets_per_node_counts': {0: 0, 1: 217, 2: 1, 3: 945, 4: 437, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1348663766314481, 2: 0.0006215040397762585, 3: 0.5873213175885643, 4: 0.271597265382225, 5: 0.004972032318210068, 6: 0.0006215040397762585}, 'edge_length_total': 325845.90899999975, 'edge_length_avg': 68.3545015733165, 'street_length_total': 164257.7880000005, 'street_length_avg': 68.64094776431278, 'street_segments_count': 2393, 'node_density_km': 114.73417781078567, 'intersection_density_km': 99.26039497365672, 'edge_density_km': 23235.340249921104, 'street_density_km': 11712.854105157485, 'circuity_avg': 1.0657684624883725, 'self_loop_proportion': 0.0012586532410320957, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0657684624883725\n", - "6816\n", - "10986961.803697681\n", - "{'n': 385, 'm': 1080, 'k_avg': 5.6103896103896105, 'intersection_count': 312, 'streets_per_node_avg': 2.935064935064935, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 191, 4: 121}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18961038961038962, 2: 0.0, 3: 0.4961038961038961, 4: 0.3142857142857143}, 'edge_length_total': 186014.41600000067, 'edge_length_avg': 172.235570370371, 'street_length_total': 93007.208, 'street_length_avg': 172.23557037037037, 'street_segments_count': 540, 'node_density_km': 35.04153440038606, 'intersection_density_km': 28.39729541018299, 'edge_density_km': 16930.46897982272, 'street_density_km': 8465.234489911329, 'circuity_avg': 1.0116428322033288, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0116428322033288\n", - "6817\n", - "7010308.367009328\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 175, 'm': 422, 'k_avg': 4.822857142857143, 'intersection_count': 127, 'streets_per_node_avg': 2.56, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 108, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2742857142857143, 2: 0.0, 3: 0.6171428571428571, 4: 0.10857142857142857}, 'edge_length_total': 70718.3219999999, 'edge_length_avg': 167.5789620853078, 'street_length_total': 35359.161, 'street_length_avg': 167.57896208530806, 'street_segments_count': 211, 'node_density_km': 24.96323853934215, 'intersection_density_km': 18.116178825694018, 'edge_density_km': 10087.761949645745, 'street_density_km': 5043.88097482288, 'circuity_avg': 1.0898870379317411, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0898870379317411\n", - "6818\n", - "5996764.608982414\n", - "{'n': 132, 'm': 374, 'k_avg': 5.666666666666667, 'intersection_count': 114, 'streets_per_node_avg': 2.9545454545454546, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 84, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13636363636363635, 2: 0.0, 3: 0.6363636363636364, 4: 0.22727272727272727}, 'edge_length_total': 68186.86599999992, 'edge_length_avg': 182.31782352941156, 'street_length_total': 34093.433, 'street_length_avg': 182.31782352941175, 'street_segments_count': 187, 'node_density_km': 22.011869500810533, 'intersection_density_km': 19.01025093251819, 'edge_density_km': 11370.6090610701, 'street_density_km': 5685.304530535055, 'circuity_avg': 1.0377892700689588, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0377892700689588\n", - "6819\n", - "10011312.104976373\n", - "{'n': 314, 'm': 812, 'k_avg': 5.171974522292993, 'intersection_count': 244, 'streets_per_node_avg': 2.662420382165605, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 210, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2229299363057325, 2: 0.0, 3: 0.6687898089171974, 4: 0.10828025477707007}, 'edge_length_total': 122228.48400000013, 'edge_length_avg': 150.52768965517257, 'street_length_total': 61114.24199999999, 'street_length_avg': 150.5276896551724, 'street_segments_count': 406, 'node_density_km': 31.364520125580587, 'intersection_density_km': 24.372429651725042, 'edge_density_km': 12209.037408717226, 'street_density_km': 6104.518704358606, 'circuity_avg': 1.0565338461862819, 'self_loop_proportion': 0.0049261083743842365, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0565338461862819\n", - "6820\n", - "33962137.18432415\n", - "{'n': 1276, 'm': 3308, 'k_avg': 5.184952978056426, 'intersection_count': 999, 'streets_per_node_avg': 2.6912225705329154, 'streets_per_node_counts': {0: 0, 1: 277, 2: 0, 3: 839, 4: 160}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2170846394984326, 2: 0.0, 3: 0.6575235109717869, 4: 0.12539184952978055}, 'edge_length_total': 550858.8499999986, 'edge_length_avg': 166.52323155985448, 'street_length_total': 275969.8780000003, 'street_length_avg': 165.05375478468918, 'street_segments_count': 1672, 'node_density_km': 37.57125156979111, 'intersection_density_km': 29.415109967258086, 'edge_density_km': 16219.793442629916, 'street_density_km': 8125.810119139947, 'circuity_avg': 1.0341509346850857, 'self_loop_proportion': 0.0006045949214026602, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0341509346850857\n", - "6821\n", - "66064979.16585978\n", - "{'n': 3212, 'm': 8553, 'k_avg': 5.325653798256538, 'intersection_count': 2599, 'streets_per_node_avg': 2.767123287671233, 'streets_per_node_counts': {0: 0, 1: 613, 2: 5, 3: 2117, 4: 471, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19084682440846826, 2: 0.001556662515566625, 3: 0.6590909090909091, 4: 0.1466376089663761, 5: 0.0018679950186799503}, 'edge_length_total': 1055821.642999997, 'edge_length_avg': 123.4445975681044, 'street_length_total': 536502.2920000007, 'street_length_avg': 123.13571081019066, 'street_segments_count': 4357, 'node_density_km': 48.618799862724494, 'intersection_density_km': 39.34005630237265, 'edge_density_km': 15981.563247742775, 'street_density_km': 8120.827385006541, 'circuity_avg': 1.0681105394639665, 'self_loop_proportion': 0.0014030164854437039, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0681105394639665\n", - "6822\n", - "10986871.770841826\n", - "{'n': 183, 'm': 449, 'k_avg': 4.907103825136612, 'intersection_count': 150, 'streets_per_node_avg': 2.819672131147541, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 117, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18032786885245902, 2: 0.0, 3: 0.639344262295082, 4: 0.18032786885245902}, 'edge_length_total': 89281.40700000004, 'edge_length_avg': 198.84500445434307, 'street_length_total': 44892.36700000001, 'street_length_avg': 192.6711030042919, 'street_segments_count': 233, 'node_density_km': 16.656242451619907, 'intersection_density_km': 13.652657747229433, 'edge_density_km': 8126.18995308063, 'street_density_km': 4086.0008140934474, 'circuity_avg': 1.0238148001650704, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0238148001650704\n", - "6823\n", - "13015400.14490027\n", - "{'n': 280, 'm': 788, 'k_avg': 5.628571428571429, 'intersection_count': 247, 'streets_per_node_avg': 2.932142857142857, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 203, 4: 41, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11785714285714285, 2: 0.0, 3: 0.725, 4: 0.14642857142857144, 5: 0.010714285714285714}, 'edge_length_total': 155077.6320000003, 'edge_length_avg': 196.79902538071104, 'street_length_total': 77538.816, 'street_length_avg': 196.79902538071067, 'street_segments_count': 394, 'node_density_km': 21.51297669551177, 'intersection_density_km': 18.977518727826453, 'edge_density_km': 11914.933868611275, 'street_density_km': 5957.466934305626, 'circuity_avg': 1.0361816787601583, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0361816787601583\n", - "6824\n", - "48966635.373003565\n", - "{'n': 944, 'm': 2549, 'k_avg': 5.40042372881356, 'intersection_count': 759, 'streets_per_node_avg': 2.8167372881355934, 'streets_per_node_counts': {0: 0, 1: 185, 2: 0, 3: 564, 4: 194, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19597457627118645, 2: 0.0, 3: 0.597457627118644, 4: 0.2055084745762712, 5: 0.0, 6: 0.001059322033898305}, 'edge_length_total': 352675.8239999993, 'edge_length_avg': 138.35850294233006, 'street_length_total': 180973.8820000002, 'street_length_avg': 139.42517873651786, 'street_segments_count': 1298, 'node_density_km': 19.278433014828888, 'intersection_density_km': 15.500350273575346, 'edge_density_km': 7202.369967090646, 'street_density_km': 3695.861082172194, 'circuity_avg': 1.0396651605309308, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0396651605309308\n", - "6825\n", - "7010346.15054238\n", - "{'n': 334, 'm': 822, 'k_avg': 4.922155688622754, 'intersection_count': 242, 'streets_per_node_avg': 2.57185628742515, 'streets_per_node_counts': {0: 0, 1: 92, 2: 0, 3: 201, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2754491017964072, 2: 0.0, 3: 0.6017964071856288, 4: 0.12275449101796407}, 'edge_length_total': 99028.1440000001, 'edge_length_avg': 120.47219464720207, 'street_length_total': 49514.07200000003, 'street_length_avg': 120.47219464720202, 'street_segments_count': 411, 'node_density_km': 47.64386705414809, 'intersection_density_km': 34.520406667975564, 'edge_density_km': 14125.999183697717, 'street_density_km': 7062.999591848856, 'circuity_avg': 1.0447057865432026, 'self_loop_proportion': 0.0024330900243309003, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0447057865432026\n", - "6826\n", - "113858507.86889847\n", - "error with entry 6826\n", - "6827\n", - "14013092.682132827\n", - "{'n': 849, 'm': 2303, 'k_avg': 5.425206124852768, 'intersection_count': 682, 'streets_per_node_avg': 2.7974087161366312, 'streets_per_node_counts': {0: 0, 1: 167, 2: 0, 3: 521, 4: 160, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1967020023557126, 2: 0.0, 3: 0.6136631330977621, 4: 0.18845700824499412, 5: 0.001177856301531213}, 'edge_length_total': 242740.50599999994, 'edge_length_avg': 105.40186973512806, 'street_length_total': 121935.3530000001, 'street_length_avg': 104.75545790378015, 'street_segments_count': 1164, 'node_density_km': 60.586197441090505, 'intersection_density_km': 48.66877108930945, 'edge_density_km': 17322.407801491416, 'street_density_km': 8701.53047338878, 'circuity_avg': 1.0551478191847972, 'self_loop_proportion': 0.005210594876248371, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0551478191847972\n", - "6828\n", - "5993087.41906255\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 79, 'm': 238, 'k_avg': 6.025316455696203, 'intersection_count': 69, 'streets_per_node_avg': 3.2151898734177213, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 32, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12658227848101267, 2: 0.0, 3: 0.4050632911392405, 4: 0.46835443037974683}, 'edge_length_total': 50454.412000000004, 'edge_length_avg': 211.99332773109245, 'street_length_total': 25227.205999999995, 'street_length_avg': 211.9933277310924, 'street_segments_count': 119, 'node_density_km': 13.181853438132782, 'intersection_density_km': 11.513264395331165, 'edge_density_km': 8418.767902419848, 'street_density_km': 4209.383951209923, 'circuity_avg': 1.0336328759109272, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0336328759109272\n", - "6829\n", - "15016154.541417688\n", - "{'n': 405, 'm': 1014, 'k_avg': 5.007407407407407, 'intersection_count': 311, 'streets_per_node_avg': 2.696296296296296, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 246, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23209876543209876, 2: 0.0, 3: 0.6074074074074074, 4: 0.16049382716049382}, 'edge_length_total': 174980.7650000004, 'edge_length_avg': 172.56485700197277, 'street_length_total': 90008.886, 'street_length_avg': 171.44549714285714, 'street_segments_count': 525, 'node_density_km': 26.97095310806275, 'intersection_density_km': 20.711028189154362, 'edge_density_km': 11652.8345867357, 'street_density_km': 5994.13689781473, 'circuity_avg': 1.0621540608586266, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0621540608586266\n", - "6830\n", - "20991416.688604657\n", - "{'n': 345, 'm': 910, 'k_avg': 5.27536231884058, 'intersection_count': 277, 'streets_per_node_avg': 2.727536231884058, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 235, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19710144927536233, 2: 0.0, 3: 0.6811594202898551, 4: 0.12173913043478261}, 'edge_length_total': 170428.2079999999, 'edge_length_avg': 187.28374505494494, 'street_length_total': 85214.10400000012, 'street_length_avg': 187.2837450549453, 'street_segments_count': 455, 'node_density_km': 16.435289009687743, 'intersection_density_km': 13.195869726618856, 'edge_density_km': 8118.947402559928, 'street_density_km': 4059.4737012799724, 'circuity_avg': 1.0666588498782585, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0666588498782585\n", - "6831\n", - "9016292.565908024\n", - "{'n': 137, 'm': 362, 'k_avg': 5.2846715328467155, 'intersection_count': 109, 'streets_per_node_avg': 2.7737226277372264, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 84, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20437956204379562, 2: 0.0, 3: 0.6131386861313869, 4: 0.18248175182481752}, 'edge_length_total': 77176.53800000004, 'edge_length_avg': 213.1948563535913, 'street_length_total': 38588.26900000002, 'street_length_avg': 213.1948563535913, 'street_segments_count': 181, 'node_density_km': 15.194715455221347, 'intersection_density_km': 12.089226165103115, 'edge_density_km': 8559.675435978674, 'street_density_km': 4279.837717989337, 'circuity_avg': 1.0666206851658495, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0666206851658495\n", - "6832\n", - "12984001.974988597\n", - "{'n': 163, 'm': 472, 'k_avg': 5.791411042944786, 'intersection_count': 145, 'streets_per_node_avg': 3.147239263803681, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 86, 4: 58, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11042944785276074, 2: 0.0, 3: 0.5276073619631901, 4: 0.3558282208588957, 5: 0.006134969325153374}, 'edge_length_total': 118504.36600000005, 'edge_length_avg': 251.06857203389842, 'street_length_total': 60243.291, 'street_length_avg': 249.97216182572612, 'street_segments_count': 241, 'node_density_km': 12.553910598133836, 'intersection_density_km': 11.167589182388996, 'edge_density_km': 9126.952246948047, 'street_density_km': 4639.809137124913, 'circuity_avg': 1.023377402651942, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.023377402651942\n", - "6833\n", - "10009958.155079909\n", - "{'n': 433, 'm': 1214, 'k_avg': 5.607390300230947, 'intersection_count': 351, 'streets_per_node_avg': 2.8290993071593533, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 261, 4: 90}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18937644341801385, 2: 0.0, 3: 0.6027713625866051, 4: 0.20785219399538107}, 'edge_length_total': 148517.8880000003, 'edge_length_avg': 122.33763426688657, 'street_length_total': 74258.94399999999, 'street_length_avg': 122.33763426688631, 'street_segments_count': 607, 'node_density_km': 43.256924084169, 'intersection_density_km': 35.06508164790605, 'edge_density_km': 14837.013871494519, 'street_density_km': 7418.506935747244, 'circuity_avg': 1.059822807992777, 'self_loop_proportion': 0.004942339373970346, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059822807992777\n", - "6834\n", - "5992596.185017308\n", - "{'n': 109, 'm': 262, 'k_avg': 4.807339449541284, 'intersection_count': 81, 'streets_per_node_avg': 2.541284403669725, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 75, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25688073394495414, 2: 0.0, 3: 0.6880733944954128, 4: 0.05504587155963303}, 'edge_length_total': 49031.361999999965, 'edge_length_avg': 187.14260305343498, 'street_length_total': 24515.681000000008, 'street_length_avg': 187.14260305343518, 'street_segments_count': 131, 'node_density_km': 18.18911146933642, 'intersection_density_km': 13.516679165286698, 'edge_density_km': 8181.989990012709, 'street_density_km': 4090.994995006359, 'circuity_avg': 1.0883270650822303, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0883270650822303\n", - "6835\n", - "13013710.254653206\n", - "{'n': 135, 'm': 318, 'k_avg': 4.711111111111111, 'intersection_count': 106, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 102, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21481481481481482, 2: 0.0, 3: 0.7555555555555555, 4: 0.02962962962962963}, 'edge_length_total': 53302.43999999995, 'edge_length_avg': 167.61773584905646, 'street_length_total': 26651.219999999994, 'street_length_avg': 167.61773584905657, 'street_segments_count': 159, 'node_density_km': 10.373674944217322, 'intersection_density_km': 8.145255882126193, 'edge_density_km': 4095.868046619605, 'street_density_km': 2047.934023309804, 'circuity_avg': 1.0551574196503333, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0551574196503333\n", - "6836\n", - "198945097.00752723\n", - "{'n': 13804, 'm': 35152, 'k_avg': 5.093016516951608, 'intersection_count': 10470, 'streets_per_node_avg': 2.6624891335844683, 'streets_per_node_counts': {0: 0, 1: 3334, 2: 18, 3: 8453, 4: 1972, 5: 26, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24152419588525065, 2: 0.001303969863807592, 3: 0.6123587365980875, 4: 0.14285714285714285, 5: 0.0018835120254998552, 6: 7.24427702115329e-05}, 'edge_length_total': 3937931.5089999996, 'edge_length_avg': 112.02581671028675, 'street_length_total': 2038745.3489999862, 'street_length_avg': 111.89601256860517, 'street_segments_count': 18220, 'node_density_km': 69.38597737584715, 'intersection_density_km': 52.62758498443347, 'edge_density_km': 19794.061619176293, 'street_density_km': 10247.778807651886, 'circuity_avg': 1.0596604425998388, 'self_loop_proportion': 0.0029585798816568047, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0596604425998388\n", - "6837\n", - "41042482.35384019\n", - "{'n': 2308, 'm': 6824, 'k_avg': 5.913344887348353, 'intersection_count': 2052, 'streets_per_node_avg': 3.0420277296360485, 'streets_per_node_counts': {0: 0, 1: 256, 2: 1, 3: 1449, 4: 594, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11091854419410745, 2: 0.0004332755632582322, 3: 0.6278162911611785, 4: 0.25736568457538994, 5: 0.0034662045060658577}, 'edge_length_total': 745633.5619999991, 'edge_length_avg': 109.26634847596705, 'street_length_total': 374081.2289999995, 'street_length_avg': 108.55520284387683, 'street_segments_count': 3446, 'node_density_km': 56.234415357775, 'intersection_density_km': 49.99697587268384, 'edge_density_km': 18167.36023839048, 'street_density_km': 9114.488392171976, 'circuity_avg': 1.0344448803462585, 'self_loop_proportion': 0.0008792497069167644, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0344448803462585\n", - "6838\n", - "11986864.770103488\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 222, 'm': 544, 'k_avg': 4.900900900900901, 'intersection_count': 164, 'streets_per_node_avg': 2.536036036036036, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 151, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26126126126126126, 2: 0.0, 3: 0.6801801801801802, 4: 0.05855855855855856}, 'edge_length_total': 96074.5499999999, 'edge_length_avg': 176.6076286764704, 'street_length_total': 48037.27499999997, 'street_length_avg': 176.60762867647048, 'street_segments_count': 272, 'node_density_km': 18.52027233624021, 'intersection_density_km': 13.681642626772048, 'edge_density_km': 8014.985723341105, 'street_density_km': 4007.4928616705542, 'circuity_avg': 1.0726443913565626, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0726443913565626\n", - "6839\n", - "15023055.297149444\n", - "{'n': 482, 'm': 1237, 'k_avg': 5.132780082987552, 'intersection_count': 365, 'streets_per_node_avg': 2.663900414937759, 'streets_per_node_counts': {0: 0, 1: 117, 2: 2, 3: 290, 4: 72, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24273858921161826, 2: 0.004149377593360996, 3: 0.6016597510373444, 4: 0.14937759336099585, 5: 0.002074688796680498}, 'edge_length_total': 184960.07499999966, 'edge_length_avg': 149.52310024252196, 'street_length_total': 92695.61400000015, 'street_length_avg': 148.7891075441415, 'street_segments_count': 623, 'node_density_km': 32.08401955968686, 'intersection_density_km': 24.2959899155305, 'edge_density_km': 12311.748265687007, 'street_density_km': 6170.223843720306, 'circuity_avg': 1.070134707073118, 'self_loop_proportion': 0.009700889248181084, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.070134707073118\n", - "6840\n", - "5996117.437552169\n", - "{'n': 152, 'm': 482, 'k_avg': 6.342105263157895, 'intersection_count': 139, 'streets_per_node_avg': 3.2960526315789473, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 68, 4: 71}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08552631578947369, 2: 0.0, 3: 0.4473684210526316, 4: 0.46710526315789475}, 'edge_length_total': 93151.74199999994, 'edge_length_avg': 193.26087551867207, 'street_length_total': 46575.87100000001, 'street_length_avg': 193.26087551867224, 'street_segments_count': 241, 'node_density_km': 25.34973698948296, 'intersection_density_km': 23.18166737854034, 'edge_density_km': 15535.343156659026, 'street_density_km': 7767.671578329519, 'circuity_avg': 1.033091278360105, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.033091278360105\n", - "6841\n", - "35066492.83038775\n", - "{'n': 3053, 'm': 8295, 'k_avg': 5.433999344906649, 'intersection_count': 2454, 'streets_per_node_avg': 2.7582705535538814, 'streets_per_node_counts': {0: 0, 1: 599, 2: 0, 3: 1998, 4: 452, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19620045856534557, 2: 0.0, 3: 0.6544382574516868, 4: 0.1480510972813626, 5: 0.0013101867016049786}, 'edge_length_total': 757709.1909999953, 'edge_length_avg': 91.3452912597945, 'street_length_total': 379212.92099999904, 'street_length_avg': 91.31059980736794, 'street_segments_count': 4153, 'node_density_km': 87.06316924156002, 'intersection_density_km': 69.98133551221366, 'edge_density_km': 21607.783665875573, 'street_density_km': 10814.110291388552, 'circuity_avg': 1.060423438287156, 'self_loop_proportion': 0.0024110910186859553, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060423438287156\n", - "6842\n", - "5994811.995334485\n", - "{'n': 255, 'm': 634, 'k_avg': 4.972549019607843, 'intersection_count': 179, 'streets_per_node_avg': 2.5764705882352943, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 135, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2980392156862745, 2: 0.0, 3: 0.5294117647058824, 4: 0.17254901960784313}, 'edge_length_total': 75160.42600000011, 'edge_length_avg': 118.54956782334402, 'street_length_total': 38036.88999999998, 'street_length_avg': 118.49498442367594, 'street_segments_count': 321, 'node_density_km': 42.536780168995456, 'intersection_density_km': 29.859151569608578, 'edge_density_km': 12537.578502627668, 'street_density_km': 6344.967953891219, 'circuity_avg': 1.035436791060967, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035436791060967\n", - "6843\n", - "114188141.65959476\n", - "error with entry 6843\n", - "6844\n", - "8988860.325567802\n", - "{'n': 196, 'm': 614, 'k_avg': 6.26530612244898, 'intersection_count': 177, 'streets_per_node_avg': 3.2755102040816326, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 85, 4: 92}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09693877551020408, 2: 0.0, 3: 0.4336734693877551, 4: 0.46938775510204084}, 'edge_length_total': 123174.87000000007, 'edge_length_avg': 200.6105374592835, 'street_length_total': 61587.435000000034, 'street_length_avg': 200.6105374592835, 'street_segments_count': 307, 'node_density_km': 21.804766444362254, 'intersection_density_km': 19.69103908495979, 'edge_density_km': 13703.057511044308, 'street_density_km': 6851.528755522154, 'circuity_avg': 1.0265135995870505, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0265135995870505\n", - "6845\n", - "4006959.3409064333\n", - "{'n': 161, 'm': 390, 'k_avg': 4.84472049689441, 'intersection_count': 122, 'streets_per_node_avg': 2.608695652173913, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 107, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2422360248447205, 2: 0.0, 3: 0.6645962732919255, 4: 0.09316770186335403}, 'edge_length_total': 60759.16800000004, 'edge_length_avg': 155.79273846153856, 'street_length_total': 30379.58400000001, 'street_length_avg': 155.7927384615385, 'street_segments_count': 195, 'node_density_km': 40.18009325834073, 'intersection_density_km': 30.44702718955012, 'edge_density_km': 15163.410164839712, 'street_density_km': 7581.705082419853, 'circuity_avg': 1.0571532206043392, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571532206043392\n", - "6846\n", - "9991329.733500615\n", - "{'n': 299, 'm': 790, 'k_avg': 5.2842809364548495, 'intersection_count': 238, 'streets_per_node_avg': 2.682274247491639, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 211, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2040133779264214, 2: 0.0, 3: 0.705685618729097, 4: 0.0903010033444816}, 'edge_length_total': 92764.06400000004, 'edge_length_avg': 117.42286582278486, 'street_length_total': 46382.032000000014, 'street_length_avg': 117.42286582278484, 'street_segments_count': 395, 'node_density_km': 29.925946593220957, 'intersection_density_km': 23.82065314109227, 'edge_density_km': 9284.456271017165, 'street_density_km': 4642.2281355085815, 'circuity_avg': 1.0369749585620363, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0369749585620363\n", - "6847\n", - "10010397.325184848\n", - "{'n': 584, 'm': 1458, 'k_avg': 4.993150684931507, 'intersection_count': 427, 'streets_per_node_avg': 2.594178082191781, 'streets_per_node_counts': {0: 0, 1: 157, 2: 0, 3: 351, 4: 75, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2688356164383562, 2: 0.0, 3: 0.601027397260274, 4: 0.1284246575342466, 5: 0.0017123287671232876}, 'edge_length_total': 163721.85699999958, 'edge_length_avg': 112.29208299039752, 'street_length_total': 82575.21599999997, 'street_length_avg': 112.34723265306118, 'street_segments_count': 735, 'node_density_km': 58.33934268829994, 'intersection_density_km': 42.65564953408232, 'edge_density_km': 16355.180686794201, 'street_density_km': 8248.944903740388, 'circuity_avg': 1.053635932543827, 'self_loop_proportion': 0.00411522633744856, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053635932543827\n", - "6848\n", - "6991604.513682766\n", - "{'n': 95, 'm': 260, 'k_avg': 5.473684210526316, 'intersection_count': 80, 'streets_per_node_avg': 2.8526315789473684, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 64, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15789473684210525, 2: 0.0, 3: 0.6736842105263158, 4: 0.16842105263157894}, 'edge_length_total': 44702.927999999985, 'edge_length_avg': 171.9343384615384, 'street_length_total': 22351.464, 'street_length_avg': 171.93433846153846, 'street_segments_count': 130, 'node_density_km': 13.58772507999878, 'intersection_density_km': 11.4422948042095, 'edge_density_km': 6393.80100984189, 'street_density_km': 3196.900504920946, 'circuity_avg': 1.0363896349812718, 'self_loop_proportion': 0.007692307692307693, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0363896349812718\n", - "6849\n", - "7004624.939081052\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 201, 'm': 552, 'k_avg': 5.492537313432836, 'intersection_count': 173, 'streets_per_node_avg': 2.900497512437811, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 137, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13930348258706468, 2: 0.0, 3: 0.681592039800995, 4: 0.1791044776119403}, 'edge_length_total': 80692.33799999993, 'edge_length_avg': 146.1817717391303, 'street_length_total': 40346.16900000002, 'street_length_avg': 146.1817717391305, 'street_segments_count': 276, 'node_density_km': 28.6953265518267, 'intersection_density_km': 24.697967629184173, 'edge_density_km': 11519.865617613794, 'street_density_km': 5759.932808806905, 'circuity_avg': 1.044356123150447, 'self_loop_proportion': 0.0036231884057971015, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044356123150447\n", - "6850\n", - "11985304.344005607\n", - "{'n': 203, 'm': 546, 'k_avg': 5.379310344827586, 'intersection_count': 172, 'streets_per_node_avg': 2.7980295566502464, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 151, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15270935960591134, 2: 0.0, 3: 0.7438423645320197, 4: 0.10344827586206896}, 'edge_length_total': 107571.29199999996, 'edge_length_avg': 197.01701831501825, 'street_length_total': 54006.83700000003, 'street_length_avg': 196.38849818181828, 'street_segments_count': 275, 'node_density_km': 16.93740886117168, 'intersection_density_km': 14.350908000598665, 'edge_density_km': 8975.265784869387, 'street_density_km': 4506.088076687955, 'circuity_avg': 1.0817739800634387, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0817739800634387\n", - "6851\n", - "17012149.097228877\n", - "{'n': 433, 'm': 1146, 'k_avg': 5.293302540415705, 'intersection_count': 363, 'streets_per_node_avg': 2.7944572748267897, 'streets_per_node_counts': {0: 0, 1: 70, 2: 2, 3: 308, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16166281755196305, 2: 0.004618937644341801, 3: 0.7113163972286374, 4: 0.12240184757505773}, 'edge_length_total': 209257.42999999961, 'edge_length_avg': 182.59810645724224, 'street_length_total': 105097.25899999995, 'street_length_avg': 182.77784173913034, 'street_segments_count': 575, 'node_density_km': 25.452398607917896, 'intersection_density_km': 21.337692135506227, 'edge_density_km': 12300.470023160431, 'street_density_km': 6177.7767405717905, 'circuity_avg': 1.0812982403099003, 'self_loop_proportion': 0.0017452006980802793, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0812982403099003\n", - "6852\n", - "13984193.364706865\n", - "{'n': 403, 'm': 1221, 'k_avg': 6.05955334987593, 'intersection_count': 359, 'streets_per_node_avg': 3.2009925558312653, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 191, 4: 167, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10918114143920596, 2: 0.0, 3: 0.4739454094292804, 4: 0.4143920595533499, 5: 0.0024813895781637717}, 'edge_length_total': 192241.34000000046, 'edge_length_avg': 157.4458149058153, 'street_length_total': 99100.23800000004, 'street_length_avg': 155.81798427672962, 'street_segments_count': 636, 'node_density_km': 28.818251399261, 'intersection_density_km': 25.67184181720769, 'edge_density_km': 13747.045323699313, 'street_density_km': 7086.58950970372, 'circuity_avg': 1.0260218454030134, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0260218454030134\n", - "6853\n", - "7007632.415189846\n", - "{'n': 82, 'm': 206, 'k_avg': 5.024390243902439, 'intersection_count': 61, 'streets_per_node_avg': 2.6219512195121952, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 50, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25609756097560976, 2: 0.0, 3: 0.6097560975609756, 4: 0.13414634146341464}, 'edge_length_total': 56091.24600000002, 'edge_length_avg': 272.28760194174765, 'street_length_total': 28045.623, 'street_length_avg': 272.2876019417476, 'street_segments_count': 103, 'node_density_km': 11.701527012497916, 'intersection_density_km': 8.704794484906987, 'edge_density_km': 8004.3076857764145, 'street_density_km': 4002.1538428882054, 'circuity_avg': 1.0563256432803998, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0563256432803998\n", - "6854\n", - "6993501.92028419\n", - "{'n': 205, 'm': 466, 'k_avg': 4.546341463414634, 'intersection_count': 138, 'streets_per_node_avg': 2.3804878048780487, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 131, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32682926829268294, 2: 0.0, 3: 0.6390243902439025, 4: 0.03414634146341464}, 'edge_length_total': 69756.46, 'edge_length_avg': 149.69197424892704, 'street_length_total': 34878.22999999998, 'street_length_avg': 149.69197424892695, 'street_segments_count': 233, 'node_density_km': 29.312925389411998, 'intersection_density_km': 19.732603432872466, 'edge_density_km': 9974.467841021964, 'street_density_km': 4987.233920510978, 'circuity_avg': 1.1189157261917606, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1189157261917606\n", - "6855\n", - "15010115.619274769\n", - "{'n': 339, 'm': 859, 'k_avg': 5.067846607669616, 'intersection_count': 272, 'streets_per_node_avg': 2.690265486725664, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 243, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1976401179941003, 2: 0.0, 3: 0.7168141592920354, 4: 0.0855457227138643}, 'edge_length_total': 154099.45500000013, 'edge_length_avg': 179.39401047729933, 'street_length_total': 77273.16999999997, 'street_length_avg': 177.2320412844036, 'street_segments_count': 436, 'node_density_km': 22.584769404752873, 'intersection_density_km': 18.121112914727966, 'edge_density_km': 10266.37361820972, 'street_density_km': 5148.07293694474, 'circuity_avg': 1.0599947012670428, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0599947012670428\n", - "6856\n", - "12994841.334954279\n", - "{'n': 502, 'm': 1328, 'k_avg': 5.290836653386454, 'intersection_count': 403, 'streets_per_node_avg': 2.741035856573705, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 335, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19721115537848605, 2: 0.0, 3: 0.6673306772908366, 4: 0.13545816733067728}, 'edge_length_total': 202004.66000000006, 'edge_length_avg': 152.1119427710844, 'street_length_total': 101002.33000000002, 'street_length_avg': 152.11194277108436, 'street_segments_count': 664, 'node_density_km': 38.63071407033584, 'intersection_density_km': 31.01230631542897, 'edge_density_km': 15544.98856839723, 'street_density_km': 7772.494284198614, 'circuity_avg': 1.0560955855896352, 'self_loop_proportion': 0.0015060240963855422, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0560955855896352\n", - "6857\n", - "34054580.785018384\n", - "error with entry 6857\n", - "6858\n", - "10007530.69875731\n", - "{'n': 231, 'm': 591, 'k_avg': 5.116883116883117, 'intersection_count': 184, 'streets_per_node_avg': 2.7186147186147185, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 156, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20346320346320346, 2: 0.0, 3: 0.6753246753246753, 4: 0.11688311688311688, 5: 0.004329004329004329}, 'edge_length_total': 114173.97999999985, 'edge_length_avg': 193.18778341793544, 'street_length_total': 57126.004000000044, 'street_length_avg': 192.34344781144796, 'street_segments_count': 297, 'node_density_km': 23.082617176351462, 'intersection_density_km': 18.38615394133623, 'edge_density_km': 11408.806371603483, 'street_density_km': 5708.301649985815, 'circuity_avg': 1.06199796725301, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06199796725301\n", - "6859\n", - "5007709.092388052\n", - "{'n': 73, 'm': 188, 'k_avg': 5.1506849315068495, 'intersection_count': 59, 'streets_per_node_avg': 2.6986301369863015, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 53, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1917808219178082, 2: 0.0, 3: 0.726027397260274, 4: 0.0821917808219178}, 'edge_length_total': 35941.57200000002, 'edge_length_avg': 191.17857446808523, 'street_length_total': 17970.786000000004, 'street_length_avg': 191.17857446808515, 'street_segments_count': 94, 'node_density_km': 14.577524103978677, 'intersection_density_km': 11.781834549790986, 'edge_density_km': 7177.248385820349, 'street_density_km': 3588.6241929101725, 'circuity_avg': 1.0616137824844538, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0616137824844538\n", - "6860\n", - "8012677.870671297\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 733, 'm': 1924, 'k_avg': 5.249658935879945, 'intersection_count': 555, 'streets_per_node_avg': 2.6848567530695773, 'streets_per_node_counts': {0: 0, 1: 178, 2: 0, 3: 433, 4: 119, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24283765347885403, 2: 0.0, 3: 0.5907230559345157, 4: 0.16234652114597545, 5: 0.004092769440654843}, 'edge_length_total': 150790.60399999996, 'edge_length_avg': 78.37349480249479, 'street_length_total': 75508.23700000007, 'street_length_avg': 78.32804668049799, 'street_segments_count': 964, 'node_density_km': 91.48002850370294, 'intersection_density_km': 69.26523304168504, 'edge_density_km': 18819.002390191785, 'street_density_km': 9423.595734003224, 'circuity_avg': 1.0587747600591704, 'self_loop_proportion': 0.002079002079002079, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0587747600591704\n", - "6861\n", - "5005593.154345717\n", - "{'n': 319, 'm': 794, 'k_avg': 4.978056426332288, 'intersection_count': 229, 'streets_per_node_avg': 2.5642633228840124, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 188, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28213166144200624, 2: 0.0, 3: 0.5893416927899686, 4: 0.12852664576802508}, 'edge_length_total': 79775.55799999993, 'edge_length_avg': 100.47299496221653, 'street_length_total': 39887.77899999999, 'street_length_avg': 100.47299496221659, 'street_segments_count': 397, 'node_density_km': 63.728711096516705, 'intersection_density_km': 45.748823953298825, 'edge_density_km': 15937.28366252479, 'street_density_km': 7968.641831262399, 'circuity_avg': 1.0376367982432422, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0376367982432422\n", - "6862\n", - "177288691.11044604\n", - "{'n': 35134, 'm': 91783, 'k_avg': 5.224739568509136, 'intersection_count': 26882, 'streets_per_node_avg': 2.6958786360790117, 'streets_per_node_counts': {0: 0, 1: 8252, 2: 14, 3: 21184, 4: 5554, 5: 112, 6: 17, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23487220356349975, 2: 0.0003984744122502419, 3: 0.6029487106506518, 4: 0.15808049183127454, 5: 0.0031877952980019354, 6: 0.0004838617863038652, 7: 2.8462458017874424e-05}, 'edge_length_total': 5145610.617000011, 'edge_length_avg': 56.06278523255953, 'street_length_total': 2648356.602000007, 'street_length_avg': 56.220022544420296, 'street_segments_count': 47107, 'node_density_km': 198.17394882853793, 'intersection_density_km': 151.628396778299, 'edge_density_km': 29023.90775616046, 'street_density_km': 14938.102286231855, 'circuity_avg': 1.0607437002488453, 'self_loop_proportion': 0.0018848806423847554, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0607437002488453\n", - "6863\n", - "17024177.54946979\n", - "{'n': 1019, 'm': 2630, 'k_avg': 5.1619234543670265, 'intersection_count': 782, 'streets_per_node_avg': 2.643768400392542, 'streets_per_node_counts': {0: 0, 1: 237, 2: 0, 3: 672, 4: 109, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2325809617271835, 2: 0.0, 3: 0.6594700686947988, 4: 0.1069676153091266, 5: 0.0009813542688910696}, 'edge_length_total': 282114.41800000006, 'edge_length_avg': 107.26783954372625, 'street_length_total': 141392.70899999992, 'street_length_avg': 106.71147849056598, 'street_segments_count': 1325, 'node_density_km': 59.8560486718923, 'intersection_density_km': 45.93467130659449, 'edge_density_km': 16571.397777085942, 'street_density_km': 8305.406154813249, 'circuity_avg': 1.0550483311940035, 'self_loop_proportion': 0.0022813688212927757, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0550483311940035\n", - "6864\n", - "10008809.748215863\n", - "{'n': 261, 'm': 673, 'k_avg': 5.157088122605364, 'intersection_count': 204, 'streets_per_node_avg': 2.6973180076628354, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 170, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21839080459770116, 2: 0.0, 3: 0.6513409961685823, 4: 0.12643678160919541, 5: 0.0038314176245210726}, 'edge_length_total': 105568.86900000018, 'edge_length_avg': 156.86310401188734, 'street_length_total': 52976.37100000003, 'street_length_avg': 155.81285588235303, 'street_segments_count': 340, 'node_density_km': 26.077026795970916, 'intersection_density_km': 20.382043932483015, 'edge_density_km': 10547.59473461053, 'street_density_km': 5292.974123066273, 'circuity_avg': 1.0295978514545687, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0295978514545687\n", - "6865\n", - "10011208.40338317\n", - "{'n': 396, 'm': 1026, 'k_avg': 5.181818181818182, 'intersection_count': 328, 'streets_per_node_avg': 2.7474747474747474, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 292, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1717171717171717, 2: 0.0, 3: 0.7373737373737373, 4: 0.09090909090909091}, 'edge_length_total': 134957.48500000002, 'edge_length_avg': 131.5375097465887, 'street_length_total': 67632.15599999999, 'street_length_avg': 130.31243930635836, 'street_segments_count': 519, 'node_density_km': 39.55566441571394, 'intersection_density_km': 32.763277596853975, 'edge_density_km': 13480.638856183708, 'street_density_km': 6755.643602139428, 'circuity_avg': 1.033264541524486, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.033264541524486\n", - "6866\n", - "7011282.642949514\n", - "{'n': 270, 'm': 706, 'k_avg': 5.229629629629629, 'intersection_count': 205, 'streets_per_node_avg': 2.725925925925926, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 149, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24074074074074073, 2: 0.0, 3: 0.5518518518518518, 4: 0.2074074074074074}, 'edge_length_total': 97499.36800000009, 'edge_length_avg': 138.101087818697, 'street_length_total': 48749.68400000001, 'street_length_avg': 138.1010878186969, 'street_segments_count': 353, 'node_density_km': 38.509358950392574, 'intersection_density_km': 29.23858735122399, 'edge_density_km': 13906.067258327492, 'street_density_km': 6953.033629163741, 'circuity_avg': 1.0922618691778938, 'self_loop_proportion': 0.0028328611898017, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0922618691778938\n", - "6867\n", - "15025201.193695206\n", - "{'n': 336, 'm': 836, 'k_avg': 4.976190476190476, 'intersection_count': 263, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 230, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21726190476190477, 2: 0.0, 3: 0.6845238095238095, 4: 0.09523809523809523, 5: 0.002976190476190476}, 'edge_length_total': 154963.9099999999, 'edge_length_avg': 185.36352870813383, 'street_length_total': 77938.11799999993, 'street_length_avg': 180.41231018518502, 'street_segments_count': 432, 'node_density_km': 22.362429339115305, 'intersection_density_km': 17.50392534579561, 'edge_density_km': 10313.59966514292, 'street_density_km': 5187.159692257825, 'circuity_avg': 1.0336168696559773, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0336168696559773\n", - "6868\n", - "6998106.83868066\n", - "{'n': 162, 'm': 428, 'k_avg': 5.283950617283951, 'intersection_count': 116, 'streets_per_node_avg': 2.691358024691358, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 74, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2839506172839506, 2: 0.0, 3: 0.4567901234567901, 4: 0.25925925925925924}, 'edge_length_total': 48514.63800000004, 'edge_length_avg': 113.35195794392533, 'street_length_total': 24257.318999999992, 'street_length_avg': 113.3519579439252, 'street_segments_count': 214, 'node_density_km': 23.149117859215416, 'intersection_density_km': 16.575911553512274, 'edge_density_km': 6932.5374874022955, 'street_density_km': 3466.2687437011436, 'circuity_avg': 1.0268049395582435, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0268049395582435\n", - "6869\n", - "6006246.264473753\n", - "{'n': 234, 'm': 605, 'k_avg': 5.170940170940171, 'intersection_count': 178, 'streets_per_node_avg': 2.7051282051282053, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 136, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23931623931623933, 2: 0.0, 3: 0.5811965811965812, 4: 0.1752136752136752, 5: 0.004273504273504274}, 'edge_length_total': 75930.80199999979, 'edge_length_avg': 125.50545785123933, 'street_length_total': 38093.20300000002, 'street_length_avg': 124.48759150326805, 'street_segments_count': 306, 'node_density_km': 38.959441504102614, 'intersection_density_km': 29.635814477479762, 'edge_density_km': 12641.972815720468, 'street_density_km': 6342.264589668406, 'circuity_avg': 1.0311389824666675, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0311389824666675\n", - "6870\n", - "8005316.940568889\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 167, 'm': 427, 'k_avg': 5.11377245508982, 'intersection_count': 138, 'streets_per_node_avg': 2.7425149700598803, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 123, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17365269461077845, 2: 0.0, 3: 0.7365269461077845, 4: 0.08982035928143713}, 'edge_length_total': 86309.62299999995, 'edge_length_avg': 202.13026463700223, 'street_length_total': 43185.23099999999, 'street_length_avg': 201.80014485981306, 'street_segments_count': 214, 'node_density_km': 20.861135322911068, 'intersection_density_km': 17.238542961447468, 'edge_density_km': 10781.537275882853, 'street_density_km': 5394.568549953136, 'circuity_avg': 1.0643284616024333, 'self_loop_proportion': 0.00468384074941452, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0643284616024333\n", - "6871\n", - "34054433.62782181\n", - "error with entry 6871\n", - "6872\n", - "5997747.625061371\n", - "{'n': 63, 'm': 182, 'k_avg': 5.777777777777778, 'intersection_count': 56, 'streets_per_node_avg': 3.0634920634920637, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 38, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.6031746031746031, 4: 0.2857142857142857}, 'edge_length_total': 33220.73599999999, 'edge_length_avg': 182.53151648351644, 'street_length_total': 16610.368000000006, 'street_length_avg': 182.53151648351655, 'street_segments_count': 91, 'node_density_km': 10.503943136379528, 'intersection_density_km': 9.336838343448468, 'edge_density_km': 5538.86860147105, 'street_density_km': 2769.434300735527, 'circuity_avg': 1.0288994533365368, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0288994533365368\n", - "6873\n", - "8010403.844303345\n", - "{'n': 235, 'm': 564, 'k_avg': 4.8, 'intersection_count': 170, 'streets_per_node_avg': 2.5361702127659576, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 150, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2765957446808511, 2: 0.0, 3: 0.6382978723404256, 4: 0.08085106382978724, 5: 0.00425531914893617}, 'edge_length_total': 92441.53499999997, 'edge_length_avg': 163.90343085106377, 'street_length_total': 46251.77699999999, 'street_length_avg': 162.8583697183098, 'street_segments_count': 284, 'node_density_km': 29.336848000131965, 'intersection_density_km': 21.222400680946528, 'edge_density_km': 11540.184090186716, 'street_density_km': 5773.963198234039, 'circuity_avg': 1.0301323689243613, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0301323689243613\n", - "6874\n", - "5997762.254847227\n", - "{'n': 122, 'm': 336, 'k_avg': 5.508196721311475, 'intersection_count': 103, 'streets_per_node_avg': 2.942622950819672, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 72, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1557377049180328, 2: 0.0, 3: 0.5901639344262295, 4: 0.2540983606557377}, 'edge_length_total': 62008.88999999997, 'edge_length_avg': 184.55026785714276, 'street_length_total': 31004.445000000007, 'street_length_avg': 184.5502678571429, 'street_segments_count': 168, 'node_density_km': 20.340919632385052, 'intersection_density_km': 17.17307149291525, 'edge_density_km': 10338.670885109874, 'street_density_km': 5169.3354425549405, 'circuity_avg': 1.054931217539158, 'self_loop_proportion': 0.005952380952380952, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054931217539158\n", - "6875\n", - "358269781.93521446\n", - "error with entry 6875\n", - "6876\n", - "5997827.228868479\n", - "{'n': 163, 'm': 470, 'k_avg': 5.766871165644171, 'intersection_count': 140, 'streets_per_node_avg': 2.9938650306748467, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 95, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1411042944785276, 2: 0.0, 3: 0.5828220858895705, 4: 0.27607361963190186}, 'edge_length_total': 77602.81600000002, 'edge_length_avg': 165.11237446808516, 'street_length_total': 38870.34400000002, 'street_length_avg': 164.7048474576272, 'street_segments_count': 236, 'node_density_km': 27.176508055359704, 'intersection_density_km': 23.34178605981815, 'edge_density_km': 12938.488062224525, 'street_density_km': 6480.7375265681185, 'circuity_avg': 1.0294618770496287, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0294618770496287\n", - "6877\n", - "7005342.714563473\n", - "{'n': 172, 'm': 472, 'k_avg': 5.488372093023256, 'intersection_count': 149, 'streets_per_node_avg': 2.8255813953488373, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 133, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13372093023255813, 2: 0.0, 3: 0.7732558139534884, 4: 0.09302325581395349}, 'edge_length_total': 79866.79799999997, 'edge_length_avg': 169.2093177966101, 'street_length_total': 39933.39899999999, 'street_length_avg': 169.20931779661012, 'street_segments_count': 236, 'node_density_km': 24.55268885595384, 'intersection_density_km': 21.26948046242513, 'edge_density_km': 11400.840937298346, 'street_density_km': 5700.420468649174, 'circuity_avg': 1.050816218614158, 'self_loop_proportion': 0.00423728813559322, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050816218614158\n", - "6878\n", - "4998430.088244747\n", - "{'n': 211, 'm': 564, 'k_avg': 5.345971563981043, 'intersection_count': 170, 'streets_per_node_avg': 2.796208530805687, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 132, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1943127962085308, 2: 0.0, 3: 0.6255924170616114, 4: 0.17535545023696683, 5: 0.004739336492890996}, 'edge_length_total': 78154.99000000002, 'edge_length_avg': 138.57267730496457, 'street_length_total': 39077.49499999997, 'street_length_avg': 138.57267730496446, 'street_segments_count': 282, 'node_density_km': 42.213254216804486, 'intersection_density_km': 34.01067875287565, 'edge_density_km': 15635.90739896594, 'street_density_km': 7817.953699482962, 'circuity_avg': 1.039964803216668, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039964803216668\n", - "6879\n", - "40044215.668713115\n", - "{'n': 1989, 'm': 5445, 'k_avg': 5.475113122171946, 'intersection_count': 1609, 'streets_per_node_avg': 2.7903469079939667, 'streets_per_node_counts': {0: 0, 1: 380, 2: 1, 3: 1270, 4: 332, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1910507792860734, 2: 0.0005027652086475615, 3: 0.6385118149824032, 4: 0.16691804927099044, 5: 0.0030165912518853697}, 'edge_length_total': 615189.5800000011, 'edge_length_avg': 112.9824756657486, 'street_length_total': 310156.32999999996, 'street_length_avg': 112.78411999999999, 'street_segments_count': 2750, 'node_density_km': 49.67009508826571, 'intersection_density_km': 40.18058471443918, 'edge_density_km': 15362.75763494736, 'street_density_km': 7745.346608007801, 'circuity_avg': 1.0522857401266061, 'self_loop_proportion': 0.0003673094582185491, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0522857401266061\n", - "6880\n", - "18993929.119969603\n", - "{'n': 347, 'm': 878, 'k_avg': 5.060518731988473, 'intersection_count': 265, 'streets_per_node_avg': 2.654178674351585, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 221, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23631123919308358, 2: 0.0, 3: 0.6368876080691642, 4: 0.12680115273775217}, 'edge_length_total': 122074.66299999991, 'edge_length_avg': 139.03720159453292, 'street_length_total': 61409.62500000002, 'street_length_avg': 136.4658333333334, 'street_segments_count': 450, 'node_density_km': 18.268995204113686, 'intersection_density_km': 13.95182630861708, 'edge_density_km': 6427.035829656464, 'street_density_km': 3233.1185723672056, 'circuity_avg': 1.0383501184343416, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0383501184343416\n", - "6881\n", - "18012949.59462452\n", - "{'n': 766, 'm': 1978, 'k_avg': 5.164490861618799, 'intersection_count': 626, 'streets_per_node_avg': 2.7180156657963446, 'streets_per_node_counts': {0: 0, 1: 140, 2: 0, 3: 563, 4: 62, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18276762402088773, 2: 0.0, 3: 0.7349869451697127, 4: 0.08093994778067885, 5: 0.0013054830287206266}, 'edge_length_total': 211484.82599999974, 'edge_length_avg': 106.91851668351858, 'street_length_total': 108157.09399999998, 'street_length_avg': 107.51202186878726, 'street_segments_count': 1006, 'node_density_km': 42.524962165474115, 'intersection_density_km': 34.752775868912266, 'edge_density_km': 11740.710475485464, 'street_density_km': 6004.407741876797, 'circuity_avg': 1.1054328645452585, 'self_loop_proportion': 0.005055611729019211, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1054328645452585\n", - "6882\n", - "19017153.0464096\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 657, 'm': 1831, 'k_avg': 5.5738203957382035, 'intersection_count': 540, 'streets_per_node_avg': 2.841704718417047, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 412, 4: 126, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1780821917808219, 2: 0.0, 3: 0.6270928462709284, 4: 0.1917808219178082, 5: 0.0030441400304414}, 'edge_length_total': 288390.3130000001, 'edge_length_avg': 157.50426706717644, 'street_length_total': 144570.20700000002, 'street_length_avg': 157.31252121871603, 'street_segments_count': 919, 'node_density_km': 34.547757931834084, 'intersection_density_km': 28.395417478219795, 'edge_density_km': 15164.746915387926, 'street_density_km': 7602.095153106768, 'circuity_avg': 1.0613757975364895, 'self_loop_proportion': 0.0010922992900054614, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0613757975364895\n", - "6883\n", - "8006211.429766695\n", - "{'n': 227, 'm': 534, 'k_avg': 4.704845814977974, 'intersection_count': 162, 'streets_per_node_avg': 2.502202643171806, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 145, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28634361233480177, 2: 0.0, 3: 0.6387665198237885, 4: 0.07488986784140969}, 'edge_length_total': 88835.29600000003, 'edge_length_avg': 166.35823220973788, 'street_length_total': 44417.648000000016, 'street_length_avg': 166.35823220973788, 'street_segments_count': 267, 'node_density_km': 28.35298592740448, 'intersection_density_km': 20.23428951647368, 'edge_density_km': 11095.796904602697, 'street_density_km': 5547.898452301349, 'circuity_avg': 1.0556189422721598, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0556189422721598\n", - "6884\n", - "4998659.639386884\n", - "{'n': 69, 'm': 184, 'k_avg': 5.333333333333333, 'intersection_count': 57, 'streets_per_node_avg': 2.7681159420289854, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 50, 4: 6, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17391304347826086, 2: 0.0, 3: 0.7246376811594203, 4: 0.08695652173913043, 5: 0.014492753623188406}, 'edge_length_total': 34285.99200000002, 'edge_length_avg': 186.33691304347838, 'street_length_total': 17142.996000000003, 'street_length_avg': 186.3369130434783, 'street_segments_count': 92, 'node_density_km': 13.803700387262868, 'intersection_density_km': 11.403056841651935, 'edge_density_km': 6859.037116639013, 'street_density_km': 3429.5185583195052, 'circuity_avg': 1.068279742619409, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068279742619409\n", - "6885\n", - "7996877.967780568\n", - "{'n': 188, 'm': 480, 'k_avg': 5.1063829787234045, 'intersection_count': 144, 'streets_per_node_avg': 2.6702127659574466, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 118, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23404255319148937, 2: 0.0, 3: 0.6276595744680851, 4: 0.13829787234042554}, 'edge_length_total': 71834.25599999986, 'edge_length_avg': 149.6546999999997, 'street_length_total': 35917.128000000026, 'street_length_avg': 149.6547000000001, 'street_segments_count': 240, 'node_density_km': 23.50917455004969, 'intersection_density_km': 18.007027314931676, 'edge_density_km': 8982.787569026334, 'street_density_km': 4491.393784513179, 'circuity_avg': 1.0285957704110753, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0285957704110753\n", - "6886\n", - "31051725.388866533\n", - "{'n': 729, 'm': 1924, 'k_avg': 5.278463648834019, 'intersection_count': 575, 'streets_per_node_avg': 2.6968449931412892, 'streets_per_node_counts': {0: 0, 1: 154, 2: 0, 3: 488, 4: 87}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2112482853223594, 2: 0.0, 3: 0.6694101508916324, 4: 0.11934156378600823}, 'edge_length_total': 298625.58700000047, 'edge_length_avg': 155.2108040540543, 'street_length_total': 149725.63300000018, 'street_length_avg': 155.15609637305718, 'street_segments_count': 965, 'node_density_km': 23.47695630019258, 'intersection_density_km': 18.517489537188933, 'edge_density_km': 9617.036839668543, 'street_density_km': 4821.81363917651, 'circuity_avg': 1.0942928818997946, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0942928818997946\n", - "6887\n", - "9996376.461707415\n", - "{'n': 145, 'm': 436, 'k_avg': 6.0137931034482754, 'intersection_count': 132, 'streets_per_node_avg': 3.2, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 77, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0896551724137931, 2: 0.0, 3: 0.5310344827586206, 4: 0.3793103448275862}, 'edge_length_total': 59632.15000000001, 'edge_length_avg': 136.77098623853212, 'street_length_total': 29816.075000000015, 'street_length_avg': 136.77098623853217, 'street_segments_count': 218, 'node_density_km': 14.505256035068681, 'intersection_density_km': 13.204784804338386, 'edge_density_km': 5965.376577045662, 'street_density_km': 2982.6882885228324, 'circuity_avg': 1.0094491133320198, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0094491133320198\n", - "6888\n", - "11012867.526204018\n", - "{'n': 302, 'm': 816, 'k_avg': 5.403973509933775, 'intersection_count': 256, 'streets_per_node_avg': 2.774834437086093, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 232, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.152317880794702, 2: 0.0, 3: 0.7682119205298014, 4: 0.07947019867549669}, 'edge_length_total': 133247.15400000007, 'edge_length_avg': 163.29308088235302, 'street_length_total': 66623.57700000002, 'street_length_avg': 163.293080882353, 'street_segments_count': 408, 'node_density_km': 27.422467334817313, 'intersection_density_km': 23.245535224216, 'edge_density_km': 12099.224264974748, 'street_density_km': 6049.612132487373, 'circuity_avg': 1.0564184523478077, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0564184523478077\n", - "6889\n", - "3998340.4899771605\n", - "{'n': 48, 'm': 98, 'k_avg': 4.083333333333333, 'intersection_count': 29, 'streets_per_node_avg': 2.2291666666666665, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 28, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3958333333333333, 2: 0.0, 3: 0.5833333333333334, 4: 0.020833333333333332}, 'edge_length_total': 15147.709999999997, 'edge_length_avg': 154.56846938775507, 'street_length_total': 7573.8550000000005, 'street_length_avg': 154.5684693877551, 'street_segments_count': 49, 'node_density_km': 12.004980596405932, 'intersection_density_km': 7.253009110328584, 'edge_density_km': 3788.4992631246682, 'street_density_km': 1894.2496315623346, 'circuity_avg': 1.0807818756229455, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0807818756229455\n", - "6890\n", - "10007607.875431685\n", - "{'n': 386, 'm': 1045, 'k_avg': 5.414507772020725, 'intersection_count': 325, 'streets_per_node_avg': 2.8367875647668392, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 266, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15803108808290156, 2: 0.0, 3: 0.689119170984456, 4: 0.15284974093264247}, 'edge_length_total': 139905.03900000014, 'edge_length_avg': 133.88042009569392, 'street_length_total': 70202.716, 'street_length_avg': 133.97464885496183, 'street_segments_count': 524, 'node_density_km': 38.570655925440086, 'intersection_density_km': 32.47529320147158, 'edge_density_km': 13979.868190425601, 'street_density_km': 7014.9347250450455, 'circuity_avg': 1.0502361305279821, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0502361305279821\n", - "6891\n", - "6006477.867176467\n", - "{'n': 102, 'm': 250, 'k_avg': 4.901960784313726, 'intersection_count': 75, 'streets_per_node_avg': 2.5784313725490198, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 64, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2647058823529412, 2: 0.0, 3: 0.6274509803921569, 4: 0.10784313725490197}, 'edge_length_total': 47787.17599999998, 'edge_length_avg': 191.14870399999992, 'street_length_total': 23893.587999999992, 'street_length_avg': 191.14870399999995, 'street_segments_count': 125, 'node_density_km': 16.981665837378387, 'intersection_density_km': 12.486518998072343, 'edge_density_km': 7955.939746509685, 'street_density_km': 3977.9698732548436, 'circuity_avg': 1.0472013638086335, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0472013638086335\n", - "6892\n", - "12012979.429611638\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 347, 'm': 968, 'k_avg': 5.579250720461095, 'intersection_count': 291, 'streets_per_node_avg': 2.8587896253602305, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 229, 4: 61, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16138328530259366, 2: 0.0, 3: 0.659942363112392, 4: 0.17579250720461095, 5: 0.002881844380403458}, 'edge_length_total': 151073.1849999999, 'edge_length_avg': 156.06733987603297, 'street_length_total': 75703.21700000008, 'street_length_avg': 156.089107216495, 'street_segments_count': 485, 'node_density_km': 28.88542363975545, 'intersection_density_km': 24.223799075414515, 'edge_density_km': 12575.829825164687, 'street_density_km': 6301.785285122015, 'circuity_avg': 1.0531200491247321, 'self_loop_proportion': 0.004132231404958678, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0531200491247321\n", - "6893\n", - "26986100.85139022\n", - "{'n': 461, 'm': 976, 'k_avg': 4.234273318872018, 'intersection_count': 263, 'streets_per_node_avg': 2.1670281995661607, 'streets_per_node_counts': {0: 0, 1: 198, 2: 0, 3: 252, 4: 10, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.42950108459869846, 2: 0.0, 3: 0.5466377440347071, 4: 0.021691973969631236, 5: 0.0021691973969631237}, 'edge_length_total': 159367.89200000008, 'edge_length_avg': 163.28677459016401, 'street_length_total': 79683.94600000004, 'street_length_avg': 163.28677459016401, 'street_segments_count': 488, 'node_density_km': 17.082868048951617, 'intersection_density_km': 9.745757693870445, 'edge_density_km': 5905.554599296254, 'street_density_km': 2952.777299648127, 'circuity_avg': 1.1807262420704339, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1807262420704339\n", - "6894\n", - "8006736.827602244\n", - "{'n': 202, 'm': 540, 'k_avg': 5.346534653465347, 'intersection_count': 162, 'streets_per_node_avg': 2.797029702970297, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 123, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19801980198019803, 2: 0.0, 3: 0.6089108910891089, 4: 0.19306930693069307}, 'edge_length_total': 95646.25199999996, 'edge_length_avg': 177.12268888888883, 'street_length_total': 47823.12599999997, 'street_length_avg': 177.12268888888877, 'street_segments_count': 270, 'node_density_km': 25.228754778554695, 'intersection_density_km': 20.232961753098323, 'edge_density_km': 11945.721966316069, 'street_density_km': 5972.8609831580325, 'circuity_avg': 1.0278034228889081, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0278034228889081\n", - "6895\n", - "6006469.240673411\n", - "{'n': 149, 'm': 418, 'k_avg': 5.610738255033557, 'intersection_count': 128, 'streets_per_node_avg': 2.9194630872483223, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 98, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14093959731543623, 2: 0.0, 3: 0.6577181208053692, 4: 0.20134228187919462}, 'edge_length_total': 77755.33, 'edge_length_avg': 186.01753588516746, 'street_length_total': 38877.66499999999, 'street_length_avg': 186.01753588516743, 'street_segments_count': 209, 'node_density_km': 24.806586703388323, 'intersection_density_km': 21.310356362642317, 'edge_density_km': 12945.263995272291, 'street_density_km': 6472.631997636144, 'circuity_avg': 1.0594058584152404, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0594058584152404\n", - "6896\n", - "5998138.971068537\n", - "{'n': 147, 'm': 360, 'k_avg': 4.8979591836734695, 'intersection_count': 109, 'streets_per_node_avg': 2.5306122448979593, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 103, 4: 5, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2585034013605442, 2: 0.0, 3: 0.7006802721088435, 4: 0.034013605442176874, 5: 0.006802721088435374}, 'edge_length_total': 57316.89199999993, 'edge_length_avg': 159.2135888888887, 'street_length_total': 28658.446000000004, 'street_length_avg': 159.21358888888892, 'street_segments_count': 180, 'node_density_km': 24.507601559257093, 'intersection_density_km': 18.172303197000158, 'edge_density_km': 9555.77926361203, 'street_density_km': 4777.889631806022, 'circuity_avg': 1.1031308610562496, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1031308610562496\n", - "6897\n", - "7008869.276212428\n", - "{'n': 335, 'm': 858, 'k_avg': 5.122388059701493, 'intersection_count': 258, 'streets_per_node_avg': 2.644776119402985, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 223, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2298507462686567, 2: 0.0, 3: 0.6656716417910448, 4: 0.1044776119402985}, 'edge_length_total': 104524.26599999986, 'edge_length_avg': 121.82315384615369, 'street_length_total': 52262.13300000005, 'street_length_avg': 121.82315384615397, 'street_segments_count': 429, 'node_density_km': 47.79658270085942, 'intersection_density_km': 36.810502497975314, 'edge_density_km': 14913.14246004663, 'street_density_km': 7456.571230023334, 'circuity_avg': 1.0697997732179985, 'self_loop_proportion': 0.002331002331002331, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0697997732179985\n", - "6898\n", - "7011654.387232807\n", - "{'n': 241, 'm': 602, 'k_avg': 4.995850622406639, 'intersection_count': 176, 'streets_per_node_avg': 2.5601659751037342, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 152, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2697095435684647, 2: 0.0, 3: 0.6307053941908713, 4: 0.0995850622406639}, 'edge_length_total': 84351.072, 'edge_length_avg': 140.11805980066444, 'street_length_total': 42175.53599999998, 'street_length_avg': 140.11805980066438, 'street_segments_count': 301, 'node_density_km': 34.371346146043024, 'intersection_density_km': 25.101066065160047, 'edge_density_km': 12030.124039426544, 'street_density_km': 6015.062019713269, 'circuity_avg': 1.0456430887518922, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0456430887518922\n", - "6899\n", - "12015929.4484064\n", - "{'n': 484, 'm': 1308, 'k_avg': 5.404958677685951, 'intersection_count': 409, 'streets_per_node_avg': 2.7789256198347108, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 366, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15495867768595042, 2: 0.0, 3: 0.756198347107438, 4: 0.08884297520661157}, 'edge_length_total': 175350.51399999968, 'edge_length_avg': 134.06002599388356, 'street_length_total': 87675.25700000011, 'street_length_avg': 134.06002599388395, 'street_segments_count': 654, 'node_density_km': 40.27986366582653, 'intersection_density_km': 34.03814925479969, 'edge_density_km': 14593.171069530152, 'street_density_km': 7296.5855347650995, 'circuity_avg': 1.0766660821309655, 'self_loop_proportion': 0.0030581039755351682, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0766660821309655\n", - "6900\n", - "4997277.346064485\n", - "{'n': 382, 'm': 980, 'k_avg': 5.130890052356021, 'intersection_count': 296, 'streets_per_node_avg': 2.641361256544503, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 262, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.225130890052356, 2: 0.0, 3: 0.6858638743455497, 4: 0.08638743455497382, 5: 0.002617801047120419}, 'edge_length_total': 88394.79200000013, 'edge_length_avg': 90.19876734693891, 'street_length_total': 44197.395999999964, 'street_length_avg': 90.19876734693871, 'street_segments_count': 490, 'node_density_km': 76.44162481812965, 'intersection_density_km': 59.23225378577585, 'edge_density_km': 17688.5903820435, 'street_density_km': 8844.29519102173, 'circuity_avg': 1.120419120896047, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.120419120896047\n", - "6901\n", - "6005853.170667012\n", - "{'n': 224, 'm': 552, 'k_avg': 4.928571428571429, 'intersection_count': 181, 'streets_per_node_avg': 2.6517857142857144, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 174, 4: 6, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19196428571428573, 2: 0.0, 3: 0.7767857142857143, 4: 0.026785714285714284, 5: 0.004464285714285714}, 'edge_length_total': 77637.36000000002, 'edge_length_avg': 140.64739130434785, 'street_length_total': 38818.68, 'street_length_avg': 140.64739130434782, 'street_segments_count': 276, 'node_density_km': 37.29694909859451, 'intersection_density_km': 30.137266905560743, 'edge_density_km': 12926.949393166331, 'street_density_km': 6463.474696583164, 'circuity_avg': 1.0599659853547174, 'self_loop_proportion': 0.007246376811594203, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0599659853547174\n", - "6902\n", - "5997120.663685852\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 73, 'm': 184, 'k_avg': 5.041095890410959, 'intersection_count': 61, 'streets_per_node_avg': 2.73972602739726, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 56, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1643835616438356, 2: 0.0, 3: 0.7671232876712328, 4: 0.0684931506849315}, 'edge_length_total': 26156.962000000007, 'edge_length_avg': 142.15740217391308, 'street_length_total': 13078.481000000002, 'street_length_avg': 142.15740217391306, 'street_segments_count': 92, 'node_density_km': 12.172508124112671, 'intersection_density_km': 10.171547884532504, 'edge_density_km': 4361.586745850774, 'street_density_km': 2180.7933729253864, 'circuity_avg': 1.064954409638254, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064954409638254\n", - "6903\n", - "24021301.839870222\n", - "{'n': 673, 'm': 1793, 'k_avg': 5.328380386329866, 'intersection_count': 553, 'streets_per_node_avg': 2.846953937592868, 'streets_per_node_counts': {0: 0, 1: 120, 2: 0, 3: 419, 4: 131, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17830609212481427, 2: 0.0, 3: 0.6225854383358098, 4: 0.19465081723625557, 5: 0.004457652303120356}, 'edge_length_total': 279491.71799999964, 'edge_length_avg': 155.87937423312863, 'street_length_total': 144057.72699999987, 'street_length_avg': 154.0724352941175, 'street_segments_count': 935, 'node_density_km': 28.016799609210352, 'intersection_density_km': 23.02123355704803, 'edge_density_km': 11635.161152511026, 'street_density_km': 5997.08242127389, 'circuity_avg': 1.0397761669112282, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397761669112282\n", - "6904\n", - "6994922.409620562\n", - "{'n': 123, 'm': 289, 'k_avg': 4.699186991869919, 'intersection_count': 92, 'streets_per_node_avg': 2.5121951219512195, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 90, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25203252032520324, 2: 0.0, 3: 0.7317073170731707, 4: 0.016260162601626018}, 'edge_length_total': 44317.989000000016, 'edge_length_avg': 153.34944290657444, 'street_length_total': 22342.884999999977, 'street_length_avg': 150.96543918918903, 'street_segments_count': 148, 'node_density_km': 17.58418361164811, 'intersection_density_km': 13.152397498143303, 'edge_density_km': 6335.737039634159, 'street_density_km': 3194.157660601122, 'circuity_avg': 1.3160984975453343, 'self_loop_proportion': 0.006920415224913495, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.3160984975453343\n", - "6905\n", - "5993874.323478447\n", - "{'n': 130, 'm': 326, 'k_avg': 5.015384615384615, 'intersection_count': 100, 'streets_per_node_avg': 2.5846153846153848, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 94, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23076923076923078, 2: 0.0, 3: 0.7230769230769231, 4: 0.046153846153846156}, 'edge_length_total': 62509.402000000046, 'edge_length_avg': 191.74663190184063, 'street_length_total': 31254.70099999999, 'street_length_avg': 191.74663190184043, 'street_segments_count': 163, 'node_density_km': 21.688809772133595, 'intersection_density_km': 16.68369982471815, 'edge_density_km': 10428.880991906371, 'street_density_km': 5214.44049595318, 'circuity_avg': 1.313294296926772, 'self_loop_proportion': 0.006134969325153374, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.313294296926772\n", - "6906\n", - "3998138.6477215383\n", - "{'n': 190, 'm': 468, 'k_avg': 4.926315789473684, 'intersection_count': 140, 'streets_per_node_avg': 2.536842105263158, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 128, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2631578947368421, 2: 0.0, 3: 0.6736842105263158, 4: 0.06315789473684211}, 'edge_length_total': 48955.55800000001, 'edge_length_avg': 104.60589316239319, 'street_length_total': 24477.779000000013, 'street_length_avg': 104.60589316239322, 'street_segments_count': 234, 'node_density_km': 47.52211384872241, 'intersection_density_km': 35.01629441484809, 'edge_density_km': 12244.58737265123, 'street_density_km': 6122.293686325617, 'circuity_avg': 1.08067310111747, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.08067310111747\n", - "6907\n", - "10011578.054090526\n", - "{'n': 323, 'm': 820, 'k_avg': 5.077399380804954, 'intersection_count': 256, 'streets_per_node_avg': 2.721362229102167, 'streets_per_node_counts': {0: 0, 1: 67, 2: 1, 3: 211, 4: 43, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20743034055727555, 2: 0.0030959752321981426, 3: 0.653250773993808, 4: 0.13312693498452013, 5: 0.0030959752321981426}, 'edge_length_total': 128369.27400000006, 'edge_length_avg': 156.54789512195129, 'street_length_total': 66142.03700000005, 'street_length_avg': 154.53746962616836, 'street_segments_count': 428, 'node_density_km': 32.26264613379594, 'intersection_density_km': 25.57039445898378, 'edge_density_km': 12822.08192419286, 'street_density_km': 6606.554595354303, 'circuity_avg': 1.0432044230944792, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0432044230944792\n", - "6908\n", - "5004489.839509759\n", - "{'n': 134, 'm': 350, 'k_avg': 5.223880597014926, 'intersection_count': 108, 'streets_per_node_avg': 2.746268656716418, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 90, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19402985074626866, 2: 0.0, 3: 0.6716417910447762, 4: 0.13432835820895522}, 'edge_length_total': 56303.42399999998, 'edge_length_avg': 160.86692571428566, 'street_length_total': 28224.261, 'street_length_avg': 159.45910169491523, 'street_segments_count': 177, 'node_density_km': 26.7759560509222, 'intersection_density_km': 21.580621294773117, 'edge_density_km': 11250.582138361475, 'street_density_km': 5639.787851535503, 'circuity_avg': 1.0508669439321947, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0508669439321947\n", - "6909\n", - "7005547.605100936\n", - "{'n': 181, 'm': 478, 'k_avg': 5.281767955801105, 'intersection_count': 160, 'streets_per_node_avg': 2.883977900552486, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 140, 4: 19, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11602209944751381, 2: 0.0, 3: 0.7734806629834254, 4: 0.10497237569060773, 5: 0.0055248618784530384}, 'edge_length_total': 84467.75400000004, 'edge_length_avg': 176.71078242677834, 'street_length_total': 42233.877000000015, 'street_length_avg': 176.7107824267783, 'street_segments_count': 239, 'node_density_km': 25.836666910693577, 'intersection_density_km': 22.8390425729888, 'edge_density_km': 12057.266435317162, 'street_density_km': 6028.633217658579, 'circuity_avg': 1.026093370278917, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.026093370278917\n", - "6910\n", - "10013386.09315981\n", - "{'n': 192, 'm': 525, 'k_avg': 5.46875, 'intersection_count': 157, 'streets_per_node_avg': 2.8125, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 123, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18229166666666666, 2: 0.0, 3: 0.640625, 4: 0.17708333333333334}, 'edge_length_total': 102687.4989999999, 'edge_length_avg': 195.595236190476, 'street_length_total': 51389.804, 'street_length_avg': 195.39849429657792, 'street_segments_count': 263, 'node_density_km': 19.174333059139315, 'intersection_density_km': 15.679011928567045, 'edge_density_km': 10255.022431437674, 'street_density_km': 5132.110509061926, 'circuity_avg': 1.0421516225878222, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0421516225878222\n", - "6911\n", - "19028421.362422436\n", - "{'n': 1026, 'm': 2866, 'k_avg': 5.586744639376218, 'intersection_count': 889, 'streets_per_node_avg': 2.875243664717349, 'streets_per_node_counts': {0: 0, 1: 137, 2: 0, 3: 746, 4: 141, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13352826510721247, 2: 0.0, 3: 0.7270955165692008, 4: 0.13742690058479531, 5: 0.0009746588693957114, 6: 0.0009746588693957114}, 'edge_length_total': 296059.11699999915, 'edge_length_avg': 103.30045952547074, 'street_length_total': 148528.62399999966, 'street_length_avg': 103.2165559416259, 'street_segments_count': 1439, 'node_density_km': 53.919344146233676, 'intersection_density_km': 46.71958766666836, 'edge_density_km': 15558.785006971751, 'street_density_km': 7805.619876240277, 'circuity_avg': 1.058483716689455, 'self_loop_proportion': 0.0034891835310537334, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058483716689455\n", - "6912\n", - "15019451.823616674\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1296, 'm': 3298, 'k_avg': 5.089506172839506, 'intersection_count': 939, 'streets_per_node_avg': 2.5964506172839505, 'streets_per_node_counts': {0: 0, 1: 357, 2: 0, 3: 748, 4: 191}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27546296296296297, 2: 0.0, 3: 0.5771604938271605, 4: 0.14737654320987653}, 'edge_length_total': 293590.7220000002, 'edge_length_avg': 89.020837477259, 'street_length_total': 146949.89399999994, 'street_length_avg': 88.84515961305921, 'street_segments_count': 1654, 'node_density_km': 86.28810260319635, 'intersection_density_km': 62.518926191667724, 'edge_density_km': 19547.36600561922, 'street_density_km': 9783.97186034014, 'circuity_avg': 1.0563934556142127, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0563934556142127\n", - "6913\n", - "6006759.637808679\n", - "{'n': 263, 'm': 680, 'k_avg': 5.171102661596958, 'intersection_count': 213, 'streets_per_node_avg': 2.7072243346007605, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 191, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19011406844106463, 2: 0.0, 3: 0.7262357414448669, 4: 0.07984790874524715, 5: 0.0038022813688212928}, 'edge_length_total': 83474.11199999983, 'edge_length_avg': 122.75604705882328, 'street_length_total': 41737.056, 'street_length_avg': 122.75604705882353, 'street_segments_count': 340, 'node_density_km': 43.78400599627536, 'intersection_density_km': 35.46005048367548, 'edge_density_km': 13896.695894835566, 'street_density_km': 6948.347947417797, 'circuity_avg': 1.0684575622549684, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0684575622549684\n", - "6914\n", - "10011257.63021756\n", - "{'n': 374, 'm': 915, 'k_avg': 4.893048128342246, 'intersection_count': 287, 'streets_per_node_avg': 2.585561497326203, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 268, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.232620320855615, 2: 0.0, 3: 0.7165775401069518, 4: 0.05080213903743316}, 'edge_length_total': 113681.47799999977, 'edge_length_avg': 124.24205245901614, 'street_length_total': 57036.874999999985, 'street_length_avg': 123.9932065217391, 'street_segments_count': 460, 'node_density_km': 37.357943808291786, 'intersection_density_km': 28.667726933100916, 'edge_density_km': 11355.364350715376, 'street_density_km': 5697.273719921289, 'circuity_avg': 1.0750348141248895, 'self_loop_proportion': 0.008743169398907104, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0750348141248895\n", - "6915\n", - "27992723.570549734\n", - "{'n': 1605, 'm': 4218, 'k_avg': 5.25607476635514, 'intersection_count': 1247, 'streets_per_node_avg': 2.7190031152647975, 'streets_per_node_counts': {0: 0, 1: 358, 2: 0, 3: 986, 4: 257, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22305295950155762, 2: 0.0, 3: 0.6143302180685358, 4: 0.1601246105919003, 5: 0.0024922118380062306}, 'edge_length_total': 480583.29900000076, 'edge_length_avg': 113.93629658605992, 'street_length_total': 243852.21799999985, 'street_length_avg': 113.20901485608164, 'street_segments_count': 2154, 'node_density_km': 57.336328705384354, 'intersection_density_km': 44.547290900694264, 'edge_density_km': 17168.150779926513, 'street_density_km': 8711.271605473541, 'circuity_avg': 1.058853485317307, 'self_loop_proportion': 0.002844950213371266, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058853485317307\n", - "6916\n", - "10009604.604607867\n", - "{'n': 586, 'm': 1528, 'k_avg': 5.215017064846417, 'intersection_count': 455, 'streets_per_node_avg': 2.6945392491467577, 'streets_per_node_counts': {0: 0, 1: 131, 2: 0, 3: 373, 4: 81, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2235494880546075, 2: 0.0, 3: 0.636518771331058, 4: 0.13822525597269625, 5: 0.0017064846416382253}, 'edge_length_total': 166357.05500000023, 'edge_length_avg': 108.87241819371742, 'street_length_total': 83596.05800000005, 'street_length_avg': 109.27589281045758, 'street_segments_count': 765, 'node_density_km': 58.54377102270734, 'intersection_density_km': 45.456340981794945, 'edge_density_km': 16619.742894081817, 'street_density_km': 8351.584433366834, 'circuity_avg': 1.0644601519782173, 'self_loop_proportion': 0.0013089005235602095, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0644601519782173\n", - "6917\n", - "13998452.304803822\n", - "{'n': 559, 'm': 1498, 'k_avg': 5.359570661896243, 'intersection_count': 438, 'streets_per_node_avg': 2.7584973166368516, 'streets_per_node_counts': {0: 0, 1: 121, 2: 0, 3: 331, 4: 107}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21645796064400716, 2: 0.0, 3: 0.592128801431127, 4: 0.19141323792486584}, 'edge_length_total': 237191.21999999927, 'edge_length_avg': 158.33859813084064, 'street_length_total': 118803.20900000006, 'street_length_avg': 157.14710185185194, 'street_segments_count': 756, 'node_density_km': 39.932986006472234, 'intersection_density_km': 31.28917329308558, 'edge_density_km': 16944.103164790784, 'street_density_km': 8486.881721862252, 'circuity_avg': 1.0349643106304043, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0349643106304043\n", - "6918\n", - "5007044.40681916\n", - "{'n': 315, 'm': 761, 'k_avg': 4.8317460317460315, 'intersection_count': 231, 'streets_per_node_avg': 2.5714285714285716, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 199, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26666666666666666, 2: 0.0, 3: 0.6317460317460317, 4: 0.09841269841269841, 5: 0.0031746031746031746}, 'edge_length_total': 77828.02099999996, 'edge_length_avg': 102.27072404730613, 'street_length_total': 39116.45999999999, 'street_length_avg': 99.02901265822783, 'street_segments_count': 395, 'node_density_km': 62.911365349785456, 'intersection_density_km': 46.135001256509334, 'edge_density_km': 15543.70496375166, 'street_density_km': 7812.285416667519, 'circuity_avg': 1.0405095206585524, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0405095206585524\n", - "6919\n", - "14998421.193951325\n", - "{'n': 375, 'm': 966, 'k_avg': 5.152, 'intersection_count': 285, 'streets_per_node_avg': 2.6426666666666665, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 239, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24, 2: 0.0, 3: 0.6373333333333333, 4: 0.12266666666666666}, 'edge_length_total': 129275.77599999991, 'edge_length_avg': 133.82585507246367, 'street_length_total': 64637.88799999997, 'street_length_avg': 133.8258550724637, 'street_segments_count': 483, 'node_density_km': 25.00263162040234, 'intersection_density_km': 19.002000031505776, 'edge_density_km': 8619.292279385727, 'street_density_km': 4309.646139692864, 'circuity_avg': 1.062873280413467, 'self_loop_proportion': 0.002070393374741201, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062873280413467\n", - "6920\n", - "10015659.897439893\n", - "{'n': 131, 'm': 320, 'k_avg': 4.885496183206107, 'intersection_count': 102, 'streets_per_node_avg': 2.6259541984732824, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 93, 4: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22137404580152673, 2: 0.0, 3: 0.7099236641221374, 4: 0.06870229007633588}, 'edge_length_total': 82255.18400000004, 'edge_length_avg': 257.04745000000014, 'street_length_total': 41127.59200000001, 'street_length_avg': 257.0474500000001, 'street_segments_count': 160, 'node_density_km': 13.079517609567091, 'intersection_density_km': 10.18405187920491, 'edge_density_km': 8212.657462642608, 'street_density_km': 4106.328731321303, 'circuity_avg': 1.0645208446958498, 'self_loop_proportion': 0.00625, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0645208446958498\n", - "6921\n", - "15022791.958292212\n", - "{'n': 251, 'm': 635, 'k_avg': 5.059760956175299, 'intersection_count': 192, 'streets_per_node_avg': 2.641434262948207, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 165, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2350597609561753, 2: 0.0, 3: 0.6573705179282868, 4: 0.10358565737051793, 5: 0.00398406374501992}, 'edge_length_total': 120802.0109999999, 'edge_length_avg': 190.23938740157465, 'street_length_total': 60563.50600000001, 'street_length_avg': 190.45127672955977, 'street_segments_count': 318, 'node_density_km': 16.70794621245182, 'intersection_density_km': 12.78058036968426, 'edge_density_km': 8041.249012525941, 'street_density_km': 4031.4414369940364, 'circuity_avg': 1.0693917258676586, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0693917258676586\n", - "6922\n", - "7004476.6876414195\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 18, 'm': 42, 'k_avg': 4.666666666666667, 'intersection_count': 16, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 15, 4: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.8333333333333334, 4: 0.05555555555555555}, 'edge_length_total': 14872.422000000002, 'edge_length_avg': 354.10528571428574, 'street_length_total': 7436.210999999999, 'street_length_avg': 354.1052857142857, 'street_segments_count': 21, 'node_density_km': 2.569785124955715, 'intersection_density_km': 2.2842534444050804, 'edge_density_km': 2123.2738237591184, 'street_density_km': 1061.636911879559, 'circuity_avg': 1.0918300887405668, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0918300887405668\n", - "6923\n", - "3998582.181435512\n", - "{'n': 221, 'm': 500, 'k_avg': 4.524886877828054, 'intersection_count': 151, 'streets_per_node_avg': 2.3981900452488687, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 144, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3167420814479638, 2: 0.0, 3: 0.6515837104072398, 4: 0.03167420814479638}, 'edge_length_total': 66841.81000000008, 'edge_length_avg': 133.68362000000016, 'street_length_total': 33420.90499999998, 'street_length_avg': 133.6836199999999, 'street_segments_count': 250, 'node_density_km': 55.269590562887934, 'intersection_density_km': 37.76338540722207, 'edge_density_km': 16716.377697657706, 'street_density_km': 8358.188848828837, 'circuity_avg': 1.1377478849771125, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1377478849771125\n", - "6924\n", - "3995201.7223933623\n", - "{'n': 42, 'm': 92, 'k_avg': 4.380952380952381, 'intersection_count': 29, 'streets_per_node_avg': 2.4523809523809526, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 26, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30952380952380953, 2: 0.0, 3: 0.6190476190476191, 4: 0.07142857142857142}, 'edge_length_total': 20609.185999999994, 'edge_length_avg': 224.01289130434776, 'street_length_total': 10304.592999999997, 'street_length_avg': 224.01289130434776, 'street_segments_count': 46, 'node_density_km': 10.512610606014535, 'intersection_density_km': 7.258707323200513, 'edge_density_km': 5158.484460117291, 'street_density_km': 2579.2422300586454, 'circuity_avg': 1.1770705567815176, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1770705567815176\n", - "6925\n", - "6008859.861446184\n", - "{'n': 184, 'm': 494, 'k_avg': 5.369565217391305, 'intersection_count': 145, 'streets_per_node_avg': 2.7989130434782608, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 104, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21195652173913043, 2: 0.0, 3: 0.5652173913043478, 4: 0.22282608695652173}, 'edge_length_total': 90278.32399999989, 'edge_length_avg': 182.74964372469614, 'street_length_total': 45139.16200000005, 'street_length_avg': 182.74964372469654, 'street_segments_count': 247, 'node_density_km': 30.62144969972985, 'intersection_density_km': 24.13103373076537, 'edge_density_km': 15024.201942075602, 'street_density_km': 7512.100971037818, 'circuity_avg': 1.02604026131927, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.02604026131927\n", - "6926\n", - "9012543.702641964\n", - "{'n': 365, 'm': 971, 'k_avg': 5.32054794520548, 'intersection_count': 295, 'streets_per_node_avg': 2.747945205479452, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 251, 4: 41, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1917808219178082, 2: 0.0, 3: 0.6876712328767123, 4: 0.11232876712328767, 5: 0.005479452054794521, 6: 0.0027397260273972603}, 'edge_length_total': 125911.08399999976, 'edge_length_avg': 129.6715592173015, 'street_length_total': 63032.67599999996, 'street_length_avg': 129.6968641975308, 'street_segments_count': 486, 'node_density_km': 40.4991101339129, 'intersection_density_km': 32.732157505491244, 'edge_density_km': 13970.648926017393, 'street_density_km': 6993.8829790664295, 'circuity_avg': 1.080664390328509, 'self_loop_proportion': 0.0020597322348094747, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.080664390328509\n", - "6927\n", - "34028123.24345273\n", - "{'n': 566, 'm': 1525, 'k_avg': 5.3886925795053005, 'intersection_count': 468, 'streets_per_node_avg': 2.7738515901060072, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 400, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17314487632508835, 2: 0.0, 3: 0.7067137809187279, 4: 0.12014134275618374}, 'edge_length_total': 277396.42100000015, 'edge_length_avg': 181.8992924590165, 'street_length_total': 139026.06599999993, 'street_length_avg': 181.49616971279366, 'street_segments_count': 766, 'node_density_km': 16.63330051882608, 'intersection_density_km': 13.75332975761591, 'edge_density_km': 8151.975323921908, 'street_density_km': 4085.62250128648, 'circuity_avg': 1.0521412476862937, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0521412476862937\n", - "6928\n", - "12012071.056674354\n", - "{'n': 355, 'm': 870, 'k_avg': 4.901408450704225, 'intersection_count': 257, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 203, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27605633802816903, 2: 0.0, 3: 0.571830985915493, 4: 0.15211267605633802}, 'edge_length_total': 112795.26300000004, 'edge_length_avg': 129.64972758620695, 'street_length_total': 57298.89000000002, 'street_length_avg': 130.52138952164015, 'street_segments_count': 439, 'node_density_km': 29.55360473019753, 'intersection_density_km': 21.395144832847226, 'edge_density_km': 9390.159487720213, 'street_density_km': 4770.109145180475, 'circuity_avg': 1.055292040482468, 'self_loop_proportion': 0.0022988505747126436, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055292040482468\n", - "6929\n", - "44024178.457571924\n", - "{'n': 3082, 'm': 8301, 'k_avg': 5.3867618429591175, 'intersection_count': 2530, 'streets_per_node_avg': 2.8066190785204412, 'streets_per_node_counts': {0: 0, 1: 552, 2: 4, 3: 2027, 4: 487, 5: 11, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1791044776119403, 2: 0.0012978585334198572, 3: 0.6576898118105127, 4: 0.15801427644386762, 5: 0.0035691109669046075, 6: 0.0003244646333549643}, 'edge_length_total': 725145.0760000044, 'edge_length_avg': 87.35635176484814, 'street_length_total': 369913.09800000035, 'street_length_avg': 86.20673456070854, 'street_segments_count': 4291, 'node_density_km': 70.00698497918052, 'intersection_density_km': 57.46842050529744, 'edge_density_km': 16471.518638305977, 'street_density_km': 8402.49860327325, 'circuity_avg': 1.0752633071417428, 'self_loop_proportion': 0.006625707746054693, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0752633071417428\n", - "6930\n", - "18013602.04815525\n", - "{'n': 377, 'm': 1070, 'k_avg': 5.676392572944297, 'intersection_count': 338, 'streets_per_node_avg': 2.9655172413793105, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 274, 4: 63, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10344827586206896, 2: 0.0, 3: 0.726790450928382, 4: 0.16710875331564987, 5: 0.002652519893899204}, 'edge_length_total': 195708.9020000001, 'edge_length_avg': 182.90551588785056, 'street_length_total': 97854.451, 'street_length_avg': 182.90551588785047, 'street_segments_count': 535, 'node_density_km': 20.928629320897432, 'intersection_density_km': 18.76359870149425, 'edge_density_km': 10864.506803071205, 'street_density_km': 5432.2534015356, 'circuity_avg': 1.0462061233819455, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0462061233819455\n", - "6931\n", - "21011173.150954213\n", - "{'n': 1729, 'm': 4477, 'k_avg': 5.178716020821284, 'intersection_count': 1305, 'streets_per_node_avg': 2.6807403123192595, 'streets_per_node_counts': {0: 0, 1: 424, 2: 0, 3: 1019, 4: 276, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24522845575477153, 2: 0.0, 3: 0.589358010410642, 4: 0.15962984384037016, 5: 0.00578368999421631}, 'edge_length_total': 379376.58799999877, 'edge_length_avg': 84.7390189859278, 'street_length_total': 194192.00100000022, 'street_length_avg': 84.94838188976388, 'street_segments_count': 2286, 'node_density_km': 82.2895507822455, 'intersection_density_km': 62.10981131916159, 'edge_density_km': 18055.94505715496, 'street_density_km': 9242.32072168617, 'circuity_avg': 1.0495580844849772, 'self_loop_proportion': 0.002233638597274961, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0495580844849772\n", - "6932\n", - "14021710.962027438\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 318, 'm': 863, 'k_avg': 5.427672955974843, 'intersection_count': 273, 'streets_per_node_avg': 2.8238993710691824, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 239, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14150943396226415, 2: 0.0, 3: 0.7515723270440252, 4: 0.1069182389937107}, 'edge_length_total': 127733.57500000008, 'edge_length_avg': 148.01109501738134, 'street_length_total': 64421.70600000003, 'street_length_avg': 148.09587586206902, 'street_segments_count': 435, 'node_density_km': 22.679115327735975, 'intersection_density_km': 19.469806554943148, 'edge_density_km': 9109.699618393128, 'street_density_km': 4594.42547164623, 'circuity_avg': 1.0719345322056255, 'self_loop_proportion': 0.002317497103128621, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0719345322056255\n", - "6933\n", - "16008308.598316565\n", - "{'n': 270, 'm': 713, 'k_avg': 5.281481481481482, 'intersection_count': 225, 'streets_per_node_avg': 2.8444444444444446, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 179, 4: 44, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.662962962962963, 4: 0.16296296296296298, 5: 0.007407407407407408}, 'edge_length_total': 152283.92400000026, 'edge_length_avg': 213.5819410939695, 'street_length_total': 76683.467, 'street_length_avg': 210.6688653846154, 'street_segments_count': 364, 'node_density_km': 16.866241573353555, 'intersection_density_km': 14.055201311127963, 'edge_density_km': 9512.805370082287, 'street_density_km': 4790.229181867724, 'circuity_avg': 1.0302459721548, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0302459721548\n", - "6934\n", - "35018112.04337121\n", - "{'n': 1673, 'm': 4839, 'k_avg': 5.784817692767484, 'intersection_count': 1439, 'streets_per_node_avg': 2.9384339509862523, 'streets_per_node_counts': {0: 0, 1: 234, 2: 0, 3: 1091, 4: 332, 5: 15, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13986849970113568, 2: 0.0, 3: 0.6521219366407651, 4: 0.19844590555887626, 5: 0.008965929468021518, 6: 0.0005977286312014345}, 'edge_length_total': 579385.7909999982, 'edge_length_avg': 119.7325461872284, 'street_length_total': 291545.6610000007, 'street_length_avg': 119.2415791411046, 'street_segments_count': 2445, 'node_density_km': 47.7752769174971, 'intersection_density_km': 41.09302061224049, 'edge_density_km': 16545.317756777058, 'street_density_km': 8325.567655929332, 'circuity_avg': 1.067777632335357, 'self_loop_proportion': 0.002893159743748708, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067777632335357\n", - "6935\n", - "14020342.220056146\n", - "{'n': 212, 'm': 534, 'k_avg': 5.037735849056604, 'intersection_count': 173, 'streets_per_node_avg': 2.740566037735849, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 150, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18396226415094338, 2: 0.0, 3: 0.7075471698113207, 4: 0.10849056603773585}, 'edge_length_total': 108412.88200000003, 'edge_length_avg': 203.0203782771536, 'street_length_total': 55776.08200000004, 'street_length_avg': 199.20029285714298, 'street_segments_count': 280, 'node_density_km': 15.120886257450499, 'intersection_density_km': 12.33921378556102, 'edge_density_km': 7732.541780964165, 'street_density_km': 3978.225433057701, 'circuity_avg': 1.0506593510126152, 'self_loop_proportion': 0.00749063670411985, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0506593510126152\n", - "6936\n", - "9013056.108337564\n", - "{'n': 101, 'm': 250, 'k_avg': 4.9504950495049505, 'intersection_count': 92, 'streets_per_node_avg': 2.871287128712871, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 87, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0891089108910891, 2: 0.0, 3: 0.8613861386138614, 4: 0.04950495049504951}, 'edge_length_total': 63321.30100000001, 'edge_length_avg': 253.28520400000002, 'street_length_total': 31865.972000000016, 'street_length_avg': 236.04423703703716, 'street_segments_count': 135, 'node_density_km': 11.205965966035599, 'intersection_density_km': 10.207414543319555, 'edge_density_km': 7025.508355753425, 'street_density_km': 3535.5346307588466, 'circuity_avg': 1.0383339477417652, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0383339477417652\n", - "6937\n", - "18012388.846083917\n", - "{'n': 628, 'm': 1682, 'k_avg': 5.356687898089172, 'intersection_count': 511, 'streets_per_node_avg': 2.786624203821656, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 412, 4: 98, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18630573248407642, 2: 0.0, 3: 0.6560509554140127, 4: 0.15605095541401273, 5: 0.0015923566878980893}, 'edge_length_total': 246838.58599999998, 'edge_length_avg': 146.75302378121282, 'street_length_total': 124486.27300000002, 'street_length_avg': 145.93935873388045, 'street_segments_count': 853, 'node_density_km': 34.86489245631258, 'intersection_density_km': 28.369363129260716, 'edge_density_km': 13703.822858213796, 'street_density_km': 6911.147325528932, 'circuity_avg': 1.085764325269317, 'self_loop_proportion': 0.0023781212841854932, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.085764325269317\n", - "6938\n", - "13017132.02722708\n", - "{'n': 1609, 'm': 4553, 'k_avg': 5.659415786202611, 'intersection_count': 1378, 'streets_per_node_avg': 2.929770043505283, 'streets_per_node_counts': {0: 0, 1: 231, 2: 0, 3: 1036, 4: 335, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14356743318831572, 2: 0.0, 3: 0.6438781852082038, 4: 0.20820385332504662, 5: 0.00435052827843381}, 'edge_length_total': 354598.2899999998, 'edge_length_avg': 77.88233911706563, 'street_length_total': 178143.29600000015, 'street_length_avg': 77.52101653611842, 'street_segments_count': 2298, 'node_density_km': 123.60633637536752, 'intersection_density_km': 105.86049193614446, 'edge_density_km': 27240.89217642641, 'street_density_km': 13685.295319075625, 'circuity_avg': 1.0775127623818765, 'self_loop_proportion': 0.004831978915001098, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0775127623818765\n", - "6939\n", - "7004053.7674630135\n", - "{'n': 701, 'm': 1943, 'k_avg': 5.543509272467903, 'intersection_count': 589, 'streets_per_node_avg': 2.8388017118402282, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 481, 4: 105, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15977175463623394, 2: 0.0, 3: 0.6861626248216833, 4: 0.14978601997146934, 5: 0.0042796005706134095}, 'edge_length_total': 149873.25699999987, 'edge_length_avg': 77.13497529593405, 'street_length_total': 75176.84800000011, 'street_length_avg': 76.86794274028641, 'street_segments_count': 978, 'node_density_km': 100.08489701442055, 'intersection_density_km': 84.09415740583981, 'edge_density_km': 21398.073455150887, 'street_density_km': 10733.333937159428, 'circuity_avg': 1.0548442889122818, 'self_loop_proportion': 0.002058672156459084, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548442889122818\n", - "6940\n", - "5004959.796803857\n", - "{'n': 145, 'm': 438, 'k_avg': 6.041379310344827, 'intersection_count': 132, 'streets_per_node_avg': 3.1862068965517243, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 80, 4: 51, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0896551724137931, 2: 0.0, 3: 0.5517241379310345, 4: 0.35172413793103446, 5: 0.006896551724137931}, 'edge_length_total': 76521.491, 'edge_length_avg': 174.706600456621, 'street_length_total': 38429.257000000005, 'street_length_avg': 173.88804072398193, 'street_segments_count': 221, 'node_density_km': 28.971261685777435, 'intersection_density_km': 26.37383822429394, 'edge_density_km': 15289.132002392156, 'street_density_km': 7678.234903013755, 'circuity_avg': 1.0484610147006692, 'self_loop_proportion': 0.0045662100456621, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0484610147006692\n", - "6941\n", - "34055198.8760856\n", - "error with entry 6941\n", - "6942\n", - "225190642.70319757\n", - "error with entry 6942\n", - "6943\n", - "13020749.397618748\n", - "{'n': 485, 'm': 1221, 'k_avg': 5.0350515463917525, 'intersection_count': 361, 'streets_per_node_avg': 2.624742268041237, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 295, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2556701030927835, 2: 0.0, 3: 0.6082474226804123, 4: 0.1360824742268041}, 'edge_length_total': 178677.12099999998, 'edge_length_avg': 146.33670843570843, 'street_length_total': 89574.72099999987, 'street_length_avg': 146.36392320261416, 'street_segments_count': 612, 'node_density_km': 37.24824011194758, 'intersection_density_km': 27.72497872250119, 'edge_density_km': 13722.491351586621, 'street_density_km': 6879.38291911074, 'circuity_avg': 1.0470714425029348, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0470714425029348\n", - "6944\n", - "14011686.398944665\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 244, 'm': 652, 'k_avg': 5.344262295081967, 'intersection_count': 209, 'streets_per_node_avg': 2.80327868852459, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 187, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14344262295081966, 2: 0.0, 3: 0.7663934426229508, 4: 0.09016393442622951}, 'edge_length_total': 130817.80400000003, 'edge_length_avg': 200.64080368098163, 'street_length_total': 65408.90199999999, 'street_length_avg': 200.64080368098155, 'street_segments_count': 326, 'node_density_km': 17.414035188396568, 'intersection_density_km': 14.916120304815093, 'edge_density_km': 9336.335418544122, 'street_density_km': 4668.167709272059, 'circuity_avg': 1.0594560631228294, 'self_loop_proportion': 0.003067484662576687, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0594560631228294\n", - "6945\n", - "8009949.647599359\n", - "{'n': 311, 'm': 762, 'k_avg': 4.90032154340836, 'intersection_count': 220, 'streets_per_node_avg': 2.562700964630225, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 174, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29260450160771706, 2: 0.0, 3: 0.5594855305466238, 4: 0.14790996784565916}, 'edge_length_total': 99219.06599999993, 'edge_length_avg': 130.208748031496, 'street_length_total': 49609.53299999995, 'street_length_avg': 130.20874803149593, 'street_segments_count': 381, 'node_density_km': 38.82671098852774, 'intersection_density_km': 27.465840570662714, 'edge_density_km': 12386.977492391181, 'street_density_km': 6193.488746195589, 'circuity_avg': 1.0326203993147522, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0326203993147522\n", - "6946\n", - "8996684.018340457\n", - "{'n': 246, 'm': 718, 'k_avg': 5.837398373983739, 'intersection_count': 215, 'streets_per_node_avg': 2.959349593495935, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 164, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12601626016260162, 2: 0.0, 3: 0.6666666666666666, 4: 0.2032520325203252, 5: 0.0040650406504065045}, 'edge_length_total': 113193.28000000017, 'edge_length_avg': 157.65080779944313, 'street_length_total': 56596.63999999993, 'street_length_avg': 157.6508077994427, 'street_segments_count': 359, 'node_density_km': 27.343407804309834, 'intersection_density_km': 23.897693812709814, 'edge_density_km': 12581.666730680623, 'street_density_km': 6290.833365340293, 'circuity_avg': 1.0397135205451085, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0397135205451085\n", - "6947\n", - "12018771.250050787\n", - "{'n': 353, 'm': 1068, 'k_avg': 6.050991501416431, 'intersection_count': 325, 'streets_per_node_avg': 3.1274787535410766, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 225, 4: 99, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07932011331444759, 2: 0.0, 3: 0.6373937677053825, 4: 0.2804532577903683, 5: 0.0028328611898017}, 'edge_length_total': 172040.6440000002, 'edge_length_avg': 161.08674531835226, 'street_length_total': 86307.94099999992, 'street_length_avg': 160.72242271880805, 'street_segments_count': 537, 'node_density_km': 29.37072290135386, 'intersection_density_km': 27.04103383269123, 'edge_density_km': 14314.328846159979, 'street_density_km': 7181.09523880282, 'circuity_avg': 1.0324746915179908, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0324746915179908\n", - "6948\n", - "21015411.265921477\n", - "{'n': 724, 'm': 1842, 'k_avg': 5.088397790055248, 'intersection_count': 594, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 130, 2: 3, 3: 510, 4: 80, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17955801104972377, 2: 0.004143646408839779, 3: 0.7044198895027625, 4: 0.11049723756906077, 5: 0.0013812154696132596}, 'edge_length_total': 159881.74499999985, 'edge_length_avg': 86.7979071661237, 'street_length_total': 84965.91799999992, 'street_length_avg': 86.43531841302128, 'street_segments_count': 983, 'node_density_km': 34.45090799503106, 'intersection_density_km': 28.264971476586254, 'edge_density_km': 7607.833269447529, 'street_density_km': 4043.02903830297, 'circuity_avg': 1.0681147582518724, 'self_loop_proportion': 0.003257328990228013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0681147582518724\n", - "6949\n", - "8006991.151251708\n", - "{'n': 115, 'm': 308, 'k_avg': 5.356521739130435, 'intersection_count': 99, 'streets_per_node_avg': 2.9217391304347826, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 78, 4: 19, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1391304347826087, 2: 0.0, 3: 0.6782608695652174, 4: 0.16521739130434782, 5: 0.017391304347826087}, 'edge_length_total': 75826.45800000003, 'edge_length_avg': 246.1897987012988, 'street_length_total': 37913.229, 'street_length_avg': 246.18979870129868, 'street_segments_count': 154, 'node_density_km': 14.362448743561108, 'intersection_density_km': 12.36419500532652, 'edge_density_km': 9470.031447224257, 'street_density_km': 4735.015723612127, 'circuity_avg': 1.0725104777287522, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0725104777287522\n", - "6950\n", - "4999164.294195373\n", - "{'n': 101, 'm': 226, 'k_avg': 4.475247524752476, 'intersection_count': 66, 'streets_per_node_avg': 2.3267326732673266, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 64, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3465346534653465, 2: 0.0, 3: 0.6336633663366337, 4: 0.019801980198019802}, 'edge_length_total': 25999.28400000003, 'edge_length_avg': 115.04107964601782, 'street_length_total': 12999.641999999994, 'street_length_avg': 115.04107964601765, 'street_segments_count': 113, 'node_density_km': 20.203376815855616, 'intersection_density_km': 13.202206632143275, 'edge_density_km': 5200.726055390559, 'street_density_km': 2600.363027695276, 'circuity_avg': 1.114843967734843, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.114843967734843\n", - "6951\n", - "7006131.4795502415\n", - "{'n': 4, 'm': 6, 'k_avg': 3.0, 'intersection_count': 4, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 6944.756, 'edge_length_avg': 1157.4593333333335, 'street_length_total': 3472.3780000000006, 'street_length_avg': 1157.4593333333335, 'street_segments_count': 3, 'node_density_km': 0.5709284805281416, 'intersection_density_km': 0.5709284805281416, 'edge_density_km': 991.2397476796738, 'street_density_km': 495.61987383983694, 'circuity_avg': 1.1046181502575199, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1046181502575199\n", - "6952\n", - "8011549.519837809\n", - "{'n': 78, 'm': 222, 'k_avg': 5.6923076923076925, 'intersection_count': 73, 'streets_per_node_avg': 3.1538461538461537, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 51, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0641025641025641, 2: 0.0, 3: 0.6538461538461539, 4: 0.28205128205128205}, 'edge_length_total': 65367.02799999994, 'edge_length_avg': 294.4460720720718, 'street_length_total': 32683.514000000006, 'street_length_avg': 294.4460720720721, 'street_segments_count': 111, 'node_density_km': 9.735944314749625, 'intersection_density_km': 9.111845320214393, 'edge_density_km': 8159.099290111269, 'street_density_km': 4079.549645055639, 'circuity_avg': 1.017244628707945, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.017244628707945\n", - "6953\n", - "14010154.70123742\n", - "{'n': 726, 'm': 1716, 'k_avg': 4.7272727272727275, 'intersection_count': 515, 'streets_per_node_avg': 2.5289256198347108, 'streets_per_node_counts': {0: 0, 1: 211, 2: 0, 3: 435, 4: 80}, 'streets_per_node_proportion': {0: 0.0, 1: 0.290633608815427, 2: 0.0, 3: 0.5991735537190083, 4: 0.11019283746556474}, 'edge_length_total': 202239.3149999995, 'edge_length_avg': 117.85507867132839, 'street_length_total': 106688.67700000016, 'street_length_avg': 120.1449065315317, 'street_segments_count': 888, 'node_density_km': 51.81955627769602, 'intersection_density_km': 36.75905162949511, 'edge_density_km': 14435.194993395547, 'street_density_km': 7615.0962837389, 'circuity_avg': 1.0906055222739142, 'self_loop_proportion': 0.0034965034965034965, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0906055222739142\n", - "6954\n", - "7008889.986482682\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 285, 'm': 730, 'k_avg': 5.12280701754386, 'intersection_count': 219, 'streets_per_node_avg': 2.6596491228070174, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 184, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23157894736842105, 2: 0.0, 3: 0.6456140350877193, 4: 0.12280701754385964}, 'edge_length_total': 98669.11399999984, 'edge_length_avg': 135.16316986301348, 'street_length_total': 49334.557, 'street_length_avg': 135.1631698630137, 'street_segments_count': 365, 'node_density_km': 40.66264423462915, 'intersection_density_km': 31.246031885557134, 'edge_density_km': 14077.709050975647, 'street_density_km': 7038.854525487835, 'circuity_avg': 1.04507963236291, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04507963236291\n", - "6955\n", - "13015332.032453388\n", - "{'n': 348, 'm': 942, 'k_avg': 5.413793103448276, 'intersection_count': 296, 'streets_per_node_avg': 2.836206896551724, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 249, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14942528735632185, 2: 0.0, 3: 0.7155172413793104, 4: 0.13505747126436782}, 'edge_length_total': 172262.79099999976, 'edge_length_avg': 182.86920488322693, 'street_length_total': 87030.195, 'street_length_avg': 180.93595634095635, 'street_segments_count': 481, 'node_density_km': 26.73769667437382, 'intersection_density_km': 22.742408665559342, 'edge_density_km': 13235.37429321565, 'street_density_km': 6686.744124774727, 'circuity_avg': 1.0552984981917755, 'self_loop_proportion': 0.006369426751592357, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0552984981917755\n", - "6956\n", - "3998342.189944486\n", - "{'n': 79, 'm': 204, 'k_avg': 5.1645569620253164, 'intersection_count': 63, 'streets_per_node_avg': 2.8607594936708862, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 42, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20253164556962025, 2: 0.0, 3: 0.5316455696202531, 4: 0.26582278481012656}, 'edge_length_total': 34109.00999999996, 'edge_length_avg': 167.2010294117645, 'street_length_total': 17551.015, 'street_length_avg': 165.57561320754718, 'street_segments_count': 106, 'node_density_km': 19.758188831030708, 'intersection_density_km': 15.756530333606767, 'edge_density_km': 8530.788106576125, 'street_density_km': 4389.573019572815, 'circuity_avg': 1.066073635588608, 'self_loop_proportion': 0.00980392156862745, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066073635588608\n", - "6957\n", - "24017478.256100453\n", - "{'n': 556, 'm': 1431, 'k_avg': 5.14748201438849, 'intersection_count': 427, 'streets_per_node_avg': 2.7068345323741005, 'streets_per_node_counts': {0: 0, 1: 129, 2: 0, 3: 332, 4: 95}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23201438848920863, 2: 0.0, 3: 0.5971223021582733, 4: 0.17086330935251798}, 'edge_length_total': 260690.2680000001, 'edge_length_avg': 182.17349266247388, 'street_length_total': 131420.77999999994, 'street_length_avg': 179.78218878248967, 'street_segments_count': 731, 'node_density_km': 23.149807572273982, 'intersection_density_km': 17.778719124749983, 'edge_density_km': 10854.189820439813, 'street_density_km': 5471.880877694518, 'circuity_avg': 1.044362311815164, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044362311815164\n", - "6958\n", - "11017438.359479787\n", - "{'n': 221, 'm': 588, 'k_avg': 5.321266968325792, 'intersection_count': 175, 'streets_per_node_avg': 2.733031674208145, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 143, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2081447963800905, 2: 0.0, 3: 0.6470588235294118, 4: 0.14027149321266968, 5: 0.004524886877828055}, 'edge_length_total': 95262.4259999999, 'edge_length_avg': 162.01092857142842, 'street_length_total': 47631.213, 'street_length_avg': 162.0109285714286, 'street_segments_count': 294, 'node_density_km': 20.059109276508355, 'intersection_density_km': 15.88391006058354, 'edge_density_km': 8646.513181354248, 'street_density_km': 4323.256590677129, 'circuity_avg': 1.0632631538030424, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0632631538030424\n", - "6959\n", - "15021574.094998783\n", - "{'n': 549, 'm': 1596, 'k_avg': 5.814207650273224, 'intersection_count': 481, 'streets_per_node_avg': 3.010928961748634, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 340, 4: 140, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12386156648451731, 2: 0.0, 3: 0.6193078324225865, 4: 0.2550091074681239, 5: 0.0018214936247723133}, 'edge_length_total': 229041.00500000024, 'edge_length_avg': 143.50940162907284, 'street_length_total': 114879.5269999999, 'street_length_avg': 142.5304305210917, 'street_segments_count': 806, 'node_density_km': 36.54743481129462, 'intersection_density_km': 32.02061228457689, 'edge_density_km': 15247.47030847161, 'street_density_km': 7647.635745327608, 'circuity_avg': 1.0385723952098989, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0385723952098989\n", - "6960\n", - "16012011.374758683\n", - "{'n': 423, 'm': 1127, 'k_avg': 5.328605200945627, 'intersection_count': 367, 'streets_per_node_avg': 2.839243498817967, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 323, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13238770685579196, 2: 0.0, 3: 0.7635933806146572, 4: 0.10401891252955082}, 'edge_length_total': 197683.5730000001, 'edge_length_avg': 175.40689707187232, 'street_length_total': 99314.53300000001, 'street_length_avg': 170.3508284734134, 'street_segments_count': 583, 'node_density_km': 26.417667968111537, 'intersection_density_km': 22.92029348533554, 'edge_density_km': 12345.955069181893, 'street_density_km': 6202.5020264824025, 'circuity_avg': 1.0521250615465962, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0521250615465962\n", - "6961\n", - "13018790.099021016\n", - "{'n': 286, 'm': 744, 'k_avg': 5.2027972027972025, 'intersection_count': 236, 'streets_per_node_avg': 2.762237762237762, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 204, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17482517482517482, 2: 0.0, 3: 0.7132867132867133, 4: 0.11188811188811189}, 'edge_length_total': 142976.25699999972, 'edge_length_avg': 192.17238844085983, 'street_length_total': 72208.52100000001, 'street_length_avg': 192.556056, 'street_segments_count': 375, 'node_density_km': 21.96824726604253, 'intersection_density_km': 18.127644597153974, 'edge_density_km': 10982.299884437894, 'street_density_km': 5546.484769381905, 'circuity_avg': 1.046318469250204, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.046318469250204\n", - "6962\n", - "9005975.667093663\n", - "{'n': 207, 'm': 606, 'k_avg': 5.855072463768116, 'intersection_count': 187, 'streets_per_node_avg': 3.0628019323671496, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 134, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0966183574879227, 2: 0.0, 3: 0.6473429951690821, 4: 0.2560386473429952}, 'edge_length_total': 103355.42799999999, 'edge_length_avg': 170.55351155115508, 'street_length_total': 51677.71399999997, 'street_length_avg': 170.55351155115503, 'street_segments_count': 303, 'node_density_km': 22.98473898351109, 'intersection_density_km': 20.76399125563562, 'edge_density_km': 11476.316594729822, 'street_density_km': 5738.158297364908, 'circuity_avg': 1.052108246010017, 'self_loop_proportion': 0.006600660066006601, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052108246010017\n", - "6963\n", - "15009556.79604378\n", - "{'n': 339, 'm': 897, 'k_avg': 5.292035398230088, 'intersection_count': 281, 'streets_per_node_avg': 2.7728613569321534, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 243, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1710914454277286, 2: 0.0, 3: 0.7168141592920354, 4: 0.10914454277286136, 5: 0.0029498525073746312}, 'edge_length_total': 157124.5979999998, 'edge_length_avg': 175.1667759197322, 'street_length_total': 78736.14399999999, 'street_length_avg': 174.96920888888886, 'street_segments_count': 450, 'node_density_km': 22.58561026194682, 'intersection_density_km': 18.721405556362996, 'edge_density_km': 10468.303637147681, 'street_density_km': 5245.734105936644, 'circuity_avg': 1.047674876218584, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047674876218584\n", - "6964\n", - "17012837.92141044\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 355, 'm': 883, 'k_avg': 4.974647887323943, 'intersection_count': 262, 'streets_per_node_avg': 2.611267605633803, 'streets_per_node_counts': {0: 0, 1: 93, 2: 2, 3: 212, 4: 46, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2619718309859155, 2: 0.005633802816901409, 3: 0.5971830985915493, 4: 0.1295774647887324, 5: 0.005633802816901409}, 'edge_length_total': 151663.26099999962, 'edge_length_avg': 171.75907248018078, 'street_length_total': 77662.36599999995, 'street_length_avg': 169.5684847161571, 'street_segments_count': 458, 'node_density_km': 20.86659507601827, 'intersection_density_km': 15.400134957512075, 'edge_density_km': 8914.636211818213, 'street_density_km': 4564.927166105712, 'circuity_avg': 1.1569208919066496, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1569208919066496\n", - "6965\n", - "5005822.289017249\n", - "{'n': 270, 'm': 744, 'k_avg': 5.511111111111111, 'intersection_count': 230, 'streets_per_node_avg': 2.8814814814814813, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 185, 4: 43, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14814814814814814, 2: 0.0, 3: 0.6851851851851852, 4: 0.15925925925925927, 5: 0.003703703703703704, 6: 0.003703703703703704}, 'edge_length_total': 85059.81400000009, 'edge_length_avg': 114.32770698924743, 'street_length_total': 42529.90699999999, 'street_length_avg': 114.32770698924729, 'street_segments_count': 372, 'node_density_km': 53.93719241539572, 'intersection_density_km': 45.946497242744506, 'edge_density_km': 16992.17612791028, 'street_density_km': 8496.08806395513, 'circuity_avg': 1.0458620380069346, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0458620380069346\n", - "6966\n", - "4998494.074128988\n", - "{'n': 234, 'm': 576, 'k_avg': 4.923076923076923, 'intersection_count': 173, 'streets_per_node_avg': 2.5, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 168, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2606837606837607, 2: 0.0, 3: 0.717948717948718, 4: 0.021367521367521368}, 'edge_length_total': 61512.529999999955, 'edge_length_avg': 106.79258680555547, 'street_length_total': 30756.264999999996, 'street_length_avg': 106.79258680555554, 'street_segments_count': 288, 'node_density_km': 46.81409971277712, 'intersection_density_km': 34.61042414662582, 'edge_density_km': 12306.212448740136, 'street_density_km': 6153.106224370072, 'circuity_avg': 1.1083893725966822, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1083893725966822\n", - "6967\n", - "9011397.7909345\n", - "{'n': 305, 'm': 728, 'k_avg': 4.773770491803279, 'intersection_count': 213, 'streets_per_node_avg': 2.4491803278688526, 'streets_per_node_counts': {0: 0, 1: 92, 2: 0, 3: 197, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3016393442622951, 2: 0.0, 3: 0.6459016393442623, 4: 0.05245901639344262}, 'edge_length_total': 84376.56599999988, 'edge_length_avg': 115.90187637362621, 'street_length_total': 42188.283, 'street_length_avg': 115.90187637362638, 'street_segments_count': 364, 'node_density_km': 33.846025564073, 'intersection_density_km': 23.636732607041143, 'edge_density_km': 9363.316097851437, 'street_density_km': 4681.658048925726, 'circuity_avg': 1.058030429943969, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058030429943969\n", - "6968\n", - "11006790.173072468\n", - "{'n': 762, 'm': 2087, 'k_avg': 5.4776902887139105, 'intersection_count': 632, 'streets_per_node_avg': 2.8083989501312336, 'streets_per_node_counts': {0: 0, 1: 130, 2: 0, 3: 524, 4: 102, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17060367454068243, 2: 0.0, 3: 0.6876640419947506, 4: 0.13385826771653545, 5: 0.007874015748031496}, 'edge_length_total': 202654.3370000003, 'edge_length_avg': 97.10318016291342, 'street_length_total': 101679.29100000001, 'street_length_avg': 97.30075693779905, 'street_segments_count': 1045, 'node_density_km': 69.22999239725608, 'intersection_density_km': 57.41910130586069, 'edge_density_km': 18411.75618081495, 'street_density_km': 9237.869478856155, 'circuity_avg': 1.060973931817793, 'self_loop_proportion': 0.003833253473885961, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060973931817793\n", - "6969\n", - "15014026.776525363\n", - "{'n': 396, 'm': 1071, 'k_avg': 5.409090909090909, 'intersection_count': 325, 'streets_per_node_avg': 2.813131313131313, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 258, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17929292929292928, 2: 0.0, 3: 0.6515151515151515, 4: 0.16666666666666666, 5: 0.0025252525252525255}, 'edge_length_total': 179574.52799999993, 'edge_length_avg': 167.66996078431367, 'street_length_total': 90410.38899999998, 'street_length_avg': 165.89062201834858, 'street_segments_count': 545, 'node_density_km': 26.37533593713523, 'intersection_density_km': 21.646424695881187, 'edge_density_km': 11960.45076200125, 'street_density_km': 6021.728237580998, 'circuity_avg': 1.0471638907341174, 'self_loop_proportion': 0.0018674136321195146, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0471638907341174\n", - "6970\n", - "12008565.453919362\n", - "{'n': 136, 'm': 360, 'k_avg': 5.294117647058823, 'intersection_count': 119, 'streets_per_node_avg': 2.823529411764706, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 109, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.8014705882352942, 4: 0.07352941176470588}, 'edge_length_total': 81992.01000000002, 'edge_length_avg': 227.7555833333334, 'street_length_total': 40996.005000000005, 'street_length_avg': 227.75558333333336, 'street_segments_count': 180, 'node_density_km': 11.325249508101091, 'intersection_density_km': 9.909593319588454, 'edge_density_km': 6827.793903828823, 'street_density_km': 3413.896951914411, 'circuity_avg': 1.0673213917341966, 'self_loop_proportion': 0.005555555555555556, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673213917341966\n", - "6971\n", - "5998364.777719317\n", - "{'n': 223, 'm': 568, 'k_avg': 5.0941704035874436, 'intersection_count': 177, 'streets_per_node_avg': 2.7354260089686098, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 144, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2062780269058296, 2: 0.0, 3: 0.6457399103139013, 4: 0.14798206278026907}, 'edge_length_total': 86234.95399999993, 'edge_length_avg': 151.82210211267594, 'street_length_total': 43117.47700000001, 'street_length_avg': 151.8221021126761, 'street_segments_count': 284, 'node_density_km': 37.176798721599006, 'intersection_density_km': 29.508042034632393, 'edge_density_km': 14376.410437777336, 'street_density_km': 7188.205218888677, 'circuity_avg': 1.0371988274602402, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0371988274602402\n", - "6972\n", - "3997844.348924795\n", - "{'n': 106, 'm': 277, 'k_avg': 5.226415094339623, 'intersection_count': 95, 'streets_per_node_avg': 2.830188679245283, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 91, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10377358490566038, 2: 0.0, 3: 0.8584905660377359, 4: 0.03773584905660377}, 'edge_length_total': 32022.47400000001, 'edge_length_avg': 115.60459927797837, 'street_length_total': 16415.285, 'street_length_avg': 114.79220279720279, 'street_segments_count': 143, 'node_density_km': 26.51428888883788, 'intersection_density_km': 23.762806079618855, 'edge_density_km': 8009.93515633302, 'street_density_km': 4106.034044175539, 'circuity_avg': 1.1148873517895717, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1148873517895717\n", - "6973\n", - "9996437.354463806\n", - "{'n': 232, 'm': 616, 'k_avg': 5.310344827586207, 'intersection_count': 194, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 177, 4: 16, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16379310344827586, 2: 0.0, 3: 0.7629310344827587, 4: 0.06896551724137931, 5: 0.004310344827586207}, 'edge_length_total': 107292.03199999998, 'edge_length_avg': 174.1753766233766, 'street_length_total': 53646.015999999945, 'street_length_avg': 174.17537662337645, 'street_segments_count': 308, 'node_density_km': 23.208268283340242, 'intersection_density_km': 19.406913995551754, 'edge_density_km': 10733.026997072095, 'street_density_km': 5366.513498536043, 'circuity_avg': 1.0730727597735823, 'self_loop_proportion': 0.003246753246753247, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0730727597735823\n", - "6974\n", - "45034283.031147085\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1917, 'm': 5435, 'k_avg': 5.670318205529473, 'intersection_count': 1648, 'streets_per_node_avg': 2.9494001043296816, 'streets_per_node_counts': {0: 0, 1: 269, 2: 1, 3: 1212, 4: 428, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14032342201356285, 2: 0.0005216484089723526, 3: 0.6322378716744914, 4: 0.22326551904016692, 5: 0.0036515388628064684}, 'edge_length_total': 625264.6250000009, 'edge_length_avg': 115.04408923643071, 'street_length_total': 320337.40599999967, 'street_length_avg': 114.61087871198556, 'street_segments_count': 2795, 'node_density_km': 42.567570103739506, 'intersection_density_km': 36.59434299998055, 'edge_density_km': 13884.191840415198, 'street_density_km': 7113.189873111659, 'circuity_avg': 1.047147962567113, 'self_loop_proportion': 0.0007359705611775528, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047147962567113\n", - "6975\n", - "8994191.039433034\n", - "{'n': 300, 'm': 756, 'k_avg': 5.04, 'intersection_count': 225, 'streets_per_node_avg': 2.6, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 196, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.6533333333333333, 4: 0.09333333333333334, 5: 0.0033333333333333335}, 'edge_length_total': 97618.11699999984, 'edge_length_avg': 129.12449338624316, 'street_length_total': 49176.30900000005, 'street_length_avg': 129.41133947368434, 'street_segments_count': 380, 'node_density_km': 33.354861897497685, 'intersection_density_km': 25.016146423123264, 'edge_density_km': 10853.462704095886, 'street_density_km': 5467.563317745581, 'circuity_avg': 1.0567567218679792, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0567567218679792\n", - "6976\n", - "9005801.022564253\n", - "{'n': 199, 'm': 513, 'k_avg': 5.155778894472362, 'intersection_count': 163, 'streets_per_node_avg': 2.763819095477387, 'streets_per_node_counts': {0: 0, 1: 36, 2: 1, 3: 136, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18090452261306533, 2: 0.005025125628140704, 3: 0.6834170854271356, 4: 0.1306532663316583}, 'edge_length_total': 87972.57599999996, 'edge_length_avg': 171.48650292397653, 'street_length_total': 44220.08300000002, 'street_length_avg': 170.73391119691127, 'street_segments_count': 259, 'node_density_km': 22.09686839642589, 'intersection_density_km': 18.099444967926733, 'edge_density_km': 9768.434343550622, 'street_density_km': 4910.177660954926, 'circuity_avg': 1.075246271635654, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075246271635654\n", - "6977\n", - "43018074.09645809\n", - "{'n': 2324, 'm': 6184, 'k_avg': 5.321858864027539, 'intersection_count': 1893, 'streets_per_node_avg': 2.7431153184165233, 'streets_per_node_counts': {0: 0, 1: 431, 2: 0, 3: 1632, 4: 257, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18545611015490535, 2: 0.0, 3: 0.7022375215146299, 4: 0.11058519793459552, 5: 0.0017211703958691911}, 'edge_length_total': 709136.560000001, 'edge_length_avg': 114.6727943078915, 'street_length_total': 356914.2790000001, 'street_length_avg': 113.77567070449477, 'street_segments_count': 3137, 'node_density_km': 54.023803919928326, 'intersection_density_km': 44.00475938916709, 'edge_density_km': 16484.6189629486, 'street_density_km': 8296.84467509406, 'circuity_avg': 1.059519663665814, 'self_loop_proportion': 0.002263906856403622, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059519663665814\n", - "6978\n", - "31015436.257492118\n", - "{'n': 1139, 'm': 3088, 'k_avg': 5.422300263388937, 'intersection_count': 889, 'streets_per_node_avg': 2.7726075504828795, 'streets_per_node_counts': {0: 0, 1: 250, 2: 0, 3: 651, 4: 235, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21949078138718173, 2: 0.0, 3: 0.5715539947322212, 4: 0.20632133450395082, 5: 0.0026338893766461808}, 'edge_length_total': 440974.87600000395, 'edge_length_avg': 142.80274481865413, 'street_length_total': 220724.12699999928, 'street_length_avg': 142.58664534883675, 'street_segments_count': 1548, 'node_density_km': 36.723649170817716, 'intersection_density_km': 28.663146718926207, 'edge_density_km': 14217.916276882343, 'street_density_km': 7116.589467500427, 'circuity_avg': 1.0536878131614718, 'self_loop_proportion': 0.0045336787564766836, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0536878131614718\n", - "6979\n", - "12005594.270974964\n", - "{'n': 244, 'm': 688, 'k_avg': 5.639344262295082, 'intersection_count': 210, 'streets_per_node_avg': 2.889344262295082, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 169, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13934426229508196, 2: 0.0, 3: 0.6926229508196722, 4: 0.1680327868852459}, 'edge_length_total': 119929.3360000002, 'edge_length_avg': 174.3158953488375, 'street_length_total': 59964.66799999998, 'street_length_avg': 174.31589534883716, 'street_segments_count': 344, 'node_density_km': 20.323858568992353, 'intersection_density_km': 17.49184548970653, 'edge_density_km': 9989.454357119537, 'street_density_km': 4994.727178559759, 'circuity_avg': 1.0314794293575864, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0314794293575864\n", - "6980\n", - "7006501.30186676\n", - "{'n': 302, 'm': 867, 'k_avg': 5.741721854304636, 'intersection_count': 264, 'streets_per_node_avg': 3.052980132450331, 'streets_per_node_counts': {0: 0, 1: 38, 2: 1, 3: 170, 4: 93}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12582781456953643, 2: 0.0033112582781456954, 3: 0.5629139072847682, 4: 0.3079470198675497}, 'edge_length_total': 101430.51499999997, 'edge_length_avg': 116.9902133794694, 'street_length_total': 51729.87700000001, 'street_length_avg': 116.24691460674158, 'street_segments_count': 445, 'node_density_km': 43.10282507469704, 'intersection_density_km': 37.679290793774896, 'edge_density_km': 14476.628295633884, 'street_density_km': 7383.125296247, 'circuity_avg': 1.0334324773672952, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0334324773672952\n", - "6981\n", - "12013496.366863595\n", - "{'n': 226, 'm': 614, 'k_avg': 5.433628318584071, 'intersection_count': 187, 'streets_per_node_avg': 2.7876106194690267, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 157, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17256637168141592, 2: 0.0, 3: 0.6946902654867256, 4: 0.13274336283185842}, 'edge_length_total': 108291.95999999989, 'edge_length_avg': 176.37127035830602, 'street_length_total': 54145.98000000003, 'street_length_avg': 176.3712703583063, 'street_segments_count': 307, 'node_density_km': 18.812175331685108, 'intersection_density_km': 15.565826491261571, 'edge_density_km': 9014.19176341517, 'street_density_km': 4507.0958817075925, 'circuity_avg': 1.0684190962649298, 'self_loop_proportion': 0.003257328990228013, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0684190962649298\n", - "6982\n", - "11003525.727499014\n", - "{'n': 189, 'm': 454, 'k_avg': 4.804232804232805, 'intersection_count': 146, 'streets_per_node_avg': 2.6507936507936507, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 126, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2275132275132275, 2: 0.0, 3: 0.6666666666666666, 4: 0.10582010582010581}, 'edge_length_total': 98717.04400000002, 'edge_length_avg': 217.43842290748904, 'street_length_total': 49698.21099999997, 'street_length_avg': 208.81601260504186, 'street_segments_count': 238, 'node_density_km': 17.17631281832407, 'intersection_density_km': 13.26847445225034, 'edge_density_km': 8971.401207641597, 'street_density_km': 4516.5715272331945, 'circuity_avg': 1.0508464034424891, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0508464034424891\n", - "6983\n", - "11007179.07746391\n", - "{'n': 488, 'm': 1303, 'k_avg': 5.340163934426229, 'intersection_count': 419, 'streets_per_node_avg': 2.862704918032787, 'streets_per_node_counts': {0: 0, 1: 69, 2: 1, 3: 347, 4: 70, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1413934426229508, 2: 0.0020491803278688526, 3: 0.7110655737704918, 4: 0.14344262295081966, 5: 0.0020491803278688526}, 'edge_length_total': 168321.30200000003, 'edge_length_avg': 129.17981734458942, 'street_length_total': 85704.60099999997, 'street_length_avg': 128.49265517241375, 'street_segments_count': 667, 'node_density_km': 44.3347016129801, 'intersection_density_km': 38.06606552425955, 'edge_density_km': 15291.956350980146, 'street_density_km': 7786.24572171007, 'circuity_avg': 1.056487902879707, 'self_loop_proportion': 0.0030698388334612432, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.056487902879707\n", - "6984\n", - "6008322.753501614\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 164, 'm': 428, 'k_avg': 5.219512195121951, 'intersection_count': 133, 'streets_per_node_avg': 2.7195121951219514, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 117, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18902439024390244, 2: 0.0, 3: 0.7134146341463414, 4: 0.0975609756097561}, 'edge_length_total': 71956.49599999998, 'edge_length_avg': 168.12265420560743, 'street_length_total': 35978.24799999999, 'street_length_avg': 168.12265420560743, 'street_segments_count': 214, 'node_density_km': 27.29547108707198, 'intersection_density_km': 22.13596130841813, 'edge_density_km': 11976.1369274086, 'street_density_km': 5988.0684637043, 'circuity_avg': 1.0754352846525823, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0754352846525823\n", - "6985\n", - "12006087.541258927\n", - "{'n': 308, 'm': 833, 'k_avg': 5.409090909090909, 'intersection_count': 272, 'streets_per_node_avg': 2.8896103896103895, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 236, 4: 34, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11688311688311688, 2: 0.0, 3: 0.7662337662337663, 4: 0.11038961038961038, 5: 0.006493506493506494}, 'edge_length_total': 116239.1240000001, 'edge_length_avg': 139.54276590636266, 'street_length_total': 58417.41899999993, 'street_length_avg': 139.42104773269674, 'street_segments_count': 419, 'node_density_km': 25.653652694231805, 'intersection_density_km': 22.65517380789302, 'edge_density_km': 9681.682196680998, 'street_density_km': 4865.649929608495, 'circuity_avg': 1.0367226856422573, 'self_loop_proportion': 0.0024009603841536613, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0367226856422573\n", - "6986\n", - "13017161.653813604\n", - "{'n': 225, 'm': 588, 'k_avg': 5.226666666666667, 'intersection_count': 182, 'streets_per_node_avg': 2.7955555555555556, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 142, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19111111111111112, 2: 0.0, 3: 0.6311111111111111, 4: 0.17777777777777778}, 'edge_length_total': 115967.40400000001, 'edge_length_avg': 197.22347619047622, 'street_length_total': 57983.70200000002, 'street_length_avg': 197.22347619047625, 'street_segments_count': 294, 'node_density_km': 17.284874074993326, 'intersection_density_km': 13.981542585105712, 'edge_density_km': 8908.808777528344, 'street_density_km': 4454.404388764173, 'circuity_avg': 1.044891699844711, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044891699844711\n", - "6987\n", - "31030764.749577258\n", - "{'n': 1257, 'm': 3556, 'k_avg': 5.6579156722354815, 'intersection_count': 1103, 'streets_per_node_avg': 2.954653937947494, 'streets_per_node_counts': {0: 0, 1: 154, 2: 2, 3: 864, 4: 225, 5: 10, 6: 0, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12251392203659507, 2: 0.0015910898965791568, 3: 0.6873508353221957, 4: 0.17899761336515513, 5: 0.007955449482895784, 6: 0.0, 7: 0.0015910898965791568}, 'edge_length_total': 425471.8370000005, 'edge_length_avg': 119.6489980314962, 'street_length_total': 213532.1909999997, 'street_length_avg': 118.69493663146176, 'street_segments_count': 1799, 'node_density_km': 40.50818631587623, 'intersection_density_km': 35.5453695357291, 'edge_density_km': 13711.290728205364, 'street_density_km': 6881.306107768702, 'circuity_avg': 1.0615302588513664, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0615302588513664\n", - "6988\n", - "33031543.974071547\n", - "{'n': 2678, 'm': 7665, 'k_avg': 5.724421209858103, 'intersection_count': 2423, 'streets_per_node_avg': 2.9551904406273337, 'streets_per_node_counts': {0: 0, 1: 255, 2: 1, 3: 2038, 4: 377, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09522031366691561, 2: 0.0003734129947722181, 3: 0.7610156833457804, 4: 0.1407766990291262, 5: 0.0026138909634055266}, 'edge_length_total': 763454.9180000005, 'edge_length_avg': 99.60272902804965, 'street_length_total': 383092.9820000008, 'street_length_avg': 98.91375729408747, 'street_segments_count': 3873, 'node_density_km': 81.07401828089307, 'intersection_density_km': 73.35412482994919, 'edge_density_km': 23112.90439827101, 'street_density_km': 11597.792168017142, 'circuity_avg': 1.0519131502071963, 'self_loop_proportion': 0.0018264840182648401, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0519131502071963\n", - "6989\n", - "13010581.230258316\n", - "{'n': 56, 'm': 140, 'k_avg': 5.0, 'intersection_count': 42, 'streets_per_node_avg': 2.625, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 35, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.625, 4: 0.125}, 'edge_length_total': 46574.008, 'edge_length_avg': 332.6714857142857, 'street_length_total': 23287.003999999994, 'street_length_avg': 332.6714857142856, 'street_segments_count': 70, 'node_density_km': 4.304188952739674, 'intersection_density_km': 3.2281417145547557, 'edge_density_km': 3579.7023342573075, 'street_density_km': 1789.851167128653, 'circuity_avg': 1.0670024199715407, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0670024199715407\n", - "6990\n", - "209249569.246694\n", - "{'n': 24314, 'm': 67642, 'k_avg': 5.564037180225385, 'intersection_count': 20493, 'streets_per_node_avg': 2.89684955169861, 'streets_per_node_counts': {0: 0, 1: 3821, 2: 22, 3: 15481, 4: 4843, 5: 131, 6: 14, 7: 1, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1571522579583779, 2: 0.0009048284938718434, 3: 0.6367113597104549, 4: 0.19918565435551533, 5: 0.005387842395327794, 6: 0.0005757999506457185, 7: 4.112856790326561e-05, 8: 4.112856790326561e-05}, 'edge_length_total': 5168521.989000025, 'edge_length_avg': 76.4099522338196, 'street_length_total': 2662381.869999967, 'street_length_avg': 76.20958551595726, 'street_segments_count': 34935, 'node_density_km': 116.19617706995182, 'intersection_density_km': 97.9356854772774, 'edge_density_km': 24700.275406094697, 'street_density_km': 12723.475988909502, 'circuity_avg': 1.08046273720922, 'self_loop_proportion': 0.0029419591378137843, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.08046273720922\n", - "6991\n", - "15017376.265932377\n", - "{'n': 727, 'm': 2004, 'k_avg': 5.513067400275103, 'intersection_count': 593, 'streets_per_node_avg': 2.861072902338377, 'streets_per_node_counts': {0: 0, 1: 134, 2: 0, 3: 429, 4: 161, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1843191196698762, 2: 0.0, 3: 0.5900962861072903, 4: 0.22145804676753783, 5: 0.0041265474552957355}, 'edge_length_total': 257090.1170000004, 'edge_length_avg': 128.28848153692635, 'street_length_total': 129165.12699999977, 'street_length_avg': 127.006024582104, 'street_segments_count': 1017, 'node_density_km': 48.41058698444106, 'intersection_density_km': 39.48759020876692, 'edge_density_km': 17119.50958991561, 'street_density_km': 8601.044863809993, 'circuity_avg': 1.0427938853244076, 'self_loop_proportion': 0.000998003992015968, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0427938853244076\n", - "6992\n", - "15010352.528856877\n", - "{'n': 664, 'm': 1810, 'k_avg': 5.451807228915663, 'intersection_count': 554, 'streets_per_node_avg': 2.8283132530120483, 'streets_per_node_counts': {0: 0, 1: 110, 2: 0, 3: 450, 4: 102, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16566265060240964, 2: 0.0, 3: 0.677710843373494, 4: 0.1536144578313253, 5: 0.0030120481927710845}, 'edge_length_total': 212122.30999999956, 'edge_length_avg': 117.19464640883953, 'street_length_total': 107477.89300000008, 'street_length_avg': 116.4440877573132, 'street_segments_count': 923, 'node_density_km': 44.23613627484652, 'intersection_density_km': 36.90786068714605, 'edge_density_km': 14131.734054360271, 'street_density_km': 7160.251086267134, 'circuity_avg': 1.0547009989009621, 'self_loop_proportion': 0.0011049723756906078, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0547009989009621\n", - "6993\n", - "11014837.267626978\n", - "{'n': 323, 'm': 878, 'k_avg': 5.436532507739938, 'intersection_count': 274, 'streets_per_node_avg': 2.9442724458204332, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 195, 4: 78, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15170278637770898, 2: 0.0, 3: 0.6037151702786377, 4: 0.24148606811145512, 5: 0.0030959752321981426}, 'edge_length_total': 121139.43199999994, 'edge_length_avg': 137.97201822323456, 'street_length_total': 60759.136999999995, 'street_length_avg': 132.37284749455335, 'street_segments_count': 459, 'node_density_km': 29.32408279415159, 'intersection_density_km': 24.87553772630816, 'edge_density_km': 10997.841280509272, 'street_density_km': 5516.117535260679, 'circuity_avg': 1.0376865192470073, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0376865192470073\n", - "6994\n", - "11007177.477563292\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 323, 'm': 812, 'k_avg': 5.027863777089784, 'intersection_count': 251, 'streets_per_node_avg': 2.7120743034055725, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 205, 4: 42, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22291021671826625, 2: 0.0, 3: 0.6346749226006192, 4: 0.13003095975232198, 5: 0.009287925696594427, 6: 0.0030959752321981426}, 'edge_length_total': 120972.02000000003, 'edge_length_avg': 148.98032019704436, 'street_length_total': 61232.29500000002, 'street_length_avg': 147.54769879518076, 'street_segments_count': 415, 'node_density_km': 29.344489144323667, 'intersection_density_km': 22.803302709675666, 'edge_density_km': 10990.285224943984, 'street_density_km': 5562.942464116176, 'circuity_avg': 1.0745412903801614, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0745412903801614\n", - "6995\n", - "15006235.090093218\n", - "{'n': 307, 'm': 782, 'k_avg': 5.094462540716612, 'intersection_count': 240, 'streets_per_node_avg': 2.6938110749185666, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 201, 4: 38, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2182410423452769, 2: 0.0, 3: 0.6547231270358306, 4: 0.1237785016286645, 5: 0.003257328990228013}, 'edge_length_total': 153849.54799999998, 'edge_length_avg': 196.7385524296675, 'street_length_total': 76979.66799999996, 'street_length_avg': 195.87701781170475, 'street_segments_count': 393, 'node_density_km': 20.458162767466874, 'intersection_density_km': 15.99335200062557, 'edge_density_km': 10252.374901254747, 'street_density_km': 5129.845530063714, 'circuity_avg': 1.106338291894654, 'self_loop_proportion': 0.005115089514066497, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.106338291894654\n", - "6996\n", - "13995916.893337639\n", - "{'n': 173, 'm': 440, 'k_avg': 5.086705202312139, 'intersection_count': 139, 'streets_per_node_avg': 2.6705202312138727, 'streets_per_node_counts': {0: 0, 1: 34, 2: 4, 3: 121, 4: 13, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19653179190751446, 2: 0.023121387283236993, 3: 0.6994219653179191, 4: 0.07514450867052024, 5: 0.005780346820809248}, 'edge_length_total': 66310.09200000006, 'edge_length_avg': 150.70475454545468, 'street_length_total': 33211.05299999997, 'street_length_avg': 149.5993378378377, 'street_segments_count': 222, 'node_density_km': 12.360747875142911, 'intersection_density_km': 9.931467945924073, 'edge_density_km': 4737.8169294192585, 'street_density_km': 2372.9101317977356, 'circuity_avg': 1.050101598115678, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050101598115678\n", - "6997\n", - "16988505.383798324\n", - "{'n': 645, 'm': 1884, 'k_avg': 5.841860465116279, 'intersection_count': 538, 'streets_per_node_avg': 2.9829457364341083, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 338, 4: 197, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16589147286821707, 2: 0.0, 3: 0.524031007751938, 4: 0.3054263565891473, 5: 0.004651162790697674}, 'edge_length_total': 249068.39999999982, 'edge_length_avg': 132.20191082802538, 'street_length_total': 124534.20000000004, 'street_length_avg': 132.20191082802552, 'street_segments_count': 942, 'node_density_km': 37.96684790264873, 'intersection_density_km': 31.668471583914755, 'edge_density_km': 14660.99544210243, 'street_density_km': 7330.497721051223, 'circuity_avg': 1.0253722136696155, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0253722136696155\n", - "6998\n", - "9994553.067474216\n", - "{'n': 210, 'm': 680, 'k_avg': 6.476190476190476, 'intersection_count': 202, 'streets_per_node_avg': 3.4285714285714284, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 99, 4: 101, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0380952380952381, 2: 0.0, 3: 0.4714285714285714, 4: 0.48095238095238096, 5: 0.004761904761904762, 6: 0.004761904761904762}, 'edge_length_total': 139312.5880000003, 'edge_length_avg': 204.87145294117693, 'street_length_total': 69656.29399999997, 'street_length_avg': 204.87145294117636, 'street_segments_count': 340, 'node_density_km': 21.011444792205236, 'intersection_density_km': 20.211008800121228, 'edge_density_km': 13938.851198196382, 'street_density_km': 6969.425599098172, 'circuity_avg': 1.0187654487711142, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0187654487711142\n", - "6999\n", - "21994194.742234048\n", - "{'n': 596, 'm': 1620, 'k_avg': 5.436241610738255, 'intersection_count': 484, 'streets_per_node_avg': 2.8120805369127515, 'streets_per_node_counts': {0: 0, 1: 112, 2: 0, 3: 372, 4: 112}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18791946308724833, 2: 0.0, 3: 0.6241610738255033, 4: 0.18791946308724833}, 'edge_length_total': 299548.07299999957, 'edge_length_avg': 184.9062179012343, 'street_length_total': 151121.83000000002, 'street_length_avg': 182.95621065375303, 'street_segments_count': 826, 'node_density_km': 27.09805960095185, 'intersection_density_km': 22.005806790034722, 'edge_density_km': 13619.415328027288, 'street_density_km': 6870.987175075358, 'circuity_avg': 1.060403687722806, 'self_loop_proportion': 0.0049382716049382715, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060403687722806\n", - "7000\n", - "7995068.461138987\n", - "{'n': 136, 'm': 386, 'k_avg': 5.676470588235294, 'intersection_count': 124, 'streets_per_node_avg': 3.0441176470588234, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 94, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08823529411764706, 2: 0.0, 3: 0.6911764705882353, 4: 0.22058823529411764}, 'edge_length_total': 82719.8980000001, 'edge_length_avg': 214.30025388601064, 'street_length_total': 41359.949000000015, 'street_length_avg': 214.30025388601044, 'street_segments_count': 193, 'node_density_km': 17.010485984084404, 'intersection_density_km': 15.509560750194602, 'edge_density_km': 10346.365187749214, 'street_density_km': 5173.182593874602, 'circuity_avg': 1.039798580009833, 'self_loop_proportion': 0.0051813471502590676, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039798580009833\n", - "7001\n", - "16987917.278938286\n", - "{'n': 342, 'm': 970, 'k_avg': 5.6725146198830405, 'intersection_count': 292, 'streets_per_node_avg': 2.9766081871345027, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 201, 4: 90, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14619883040935672, 2: 0.0, 3: 0.5877192982456141, 4: 0.2631578947368421, 5: 0.0029239766081871343}, 'edge_length_total': 194422.22799999994, 'edge_length_avg': 200.43528659793807, 'street_length_total': 97987.55299999994, 'street_length_avg': 198.35537044534402, 'street_segments_count': 494, 'node_density_km': 20.131955812147346, 'intersection_density_km': 17.188687418558555, 'edge_density_km': 11444.73597367028, 'street_density_km': 5768.073354200132, 'circuity_avg': 1.0302895799845628, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0302895799845628\n", - "7002\n", - "8019248.02457322\n", - "{'n': 37, 'm': 88, 'k_avg': 4.756756756756757, 'intersection_count': 28, 'streets_per_node_avg': 2.5945945945945947, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 25, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24324324324324326, 2: 0.0, 3: 0.6756756756756757, 4: 0.08108108108108109}, 'edge_length_total': 17773.884000000002, 'edge_length_avg': 201.97595454545456, 'street_length_total': 8886.942, 'street_length_avg': 201.97595454545453, 'street_segments_count': 44, 'node_density_km': 4.613898944966118, 'intersection_density_km': 3.491599201595981, 'edge_density_km': 2216.4028279878426, 'street_density_km': 1108.201413993921, 'circuity_avg': 1.1248151262854775, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1248151262854775\n", - "7003\n", - "16993608.53930028\n", - "{'n': 329, 'm': 853, 'k_avg': 5.185410334346504, 'intersection_count': 270, 'streets_per_node_avg': 2.7750759878419453, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 227, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17933130699088146, 2: 0.0, 3: 0.6899696048632219, 4: 0.1276595744680851, 5: 0.00303951367781155}, 'edge_length_total': 173581.52900000027, 'edge_length_avg': 203.49534466588543, 'street_length_total': 87780.432, 'street_length_avg': 201.79409655172415, 'street_segments_count': 435, 'node_density_km': 19.360220005017645, 'intersection_density_km': 15.88832644788682, 'edge_density_km': 10214.518511390139, 'street_density_km': 5165.496886490854, 'circuity_avg': 1.0504810502346134, 'self_loop_proportion': 0.004689331770222743, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0504810502346134\n", - "7004\n", - "8019352.700043906\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 438, 'm': 1210, 'k_avg': 5.525114155251141, 'intersection_count': 358, 'streets_per_node_avg': 2.82648401826484, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 274, 4: 84}, 'streets_per_node_proportion': {0: 0.0, 1: 0.182648401826484, 2: 0.0, 3: 0.6255707762557078, 4: 0.1917808219178082}, 'edge_length_total': 130819.034, 'edge_length_avg': 108.1149041322314, 'street_length_total': 65409.51699999998, 'street_length_avg': 108.11490413223137, 'street_segments_count': 605, 'node_density_km': 54.6178745820223, 'intersection_density_km': 44.64200707845658, 'edge_density_km': 16312.916876605734, 'street_density_km': 8156.458438302864, 'circuity_avg': 1.0681439921654023, 'self_loop_proportion': 0.003305785123966942, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0681439921654023\n", - "7005\n", - "28990131.79897442\n", - "{'n': 1860, 'm': 5318, 'k_avg': 5.7182795698924735, 'intersection_count': 1594, 'streets_per_node_avg': 2.9596774193548385, 'streets_per_node_counts': {0: 0, 1: 266, 2: 2, 3: 1140, 4: 445, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14301075268817204, 2: 0.001075268817204301, 3: 0.6129032258064516, 4: 0.239247311827957, 5: 0.003763440860215054}, 'edge_length_total': 606336.2819999992, 'edge_length_avg': 114.01584843926273, 'street_length_total': 307765.7369999997, 'street_length_avg': 113.5248015492437, 'street_segments_count': 2711, 'node_density_km': 64.15976349806733, 'intersection_density_km': 54.984227427913616, 'edge_density_km': 20915.26475990183, 'street_density_km': 10616.224139101274, 'circuity_avg': 1.047507243554525, 'self_loop_proportion': 0.0028206092515983454, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.047507243554525\n", - "7006\n", - "12030000.948507676\n", - "{'n': 889, 'm': 2560, 'k_avg': 5.759280089988751, 'intersection_count': 766, 'streets_per_node_avg': 2.9640044994375705, 'streets_per_node_counts': {0: 0, 1: 123, 2: 1, 3: 557, 4: 201, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13835770528683913, 2: 0.0011248593925759281, 3: 0.6265466816647919, 4: 0.22609673790776152, 5: 0.007874015748031496}, 'edge_length_total': 232878.81200000033, 'edge_length_avg': 90.96828593750013, 'street_length_total': 117230.53399999993, 'street_length_avg': 90.87638294573638, 'street_segments_count': 1290, 'node_density_km': 73.89858103962001, 'intersection_density_km': 63.67414294302466, 'edge_density_km': 19358.17070977779, 'street_density_km': 9744.848275722074, 'circuity_avg': 1.0967197076104003, 'self_loop_proportion': 0.00703125, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0967197076104003\n", - "7007\n", - "7998495.130470099\n", - "{'n': 149, 'm': 430, 'k_avg': 5.771812080536913, 'intersection_count': 135, 'streets_per_node_avg': 3.0805369127516777, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 95, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09395973154362416, 2: 0.0, 3: 0.6375838926174496, 4: 0.2684563758389262}, 'edge_length_total': 84820.13799999996, 'edge_length_avg': 197.25613488372085, 'street_length_total': 42410.06900000001, 'street_length_avg': 197.256134883721, 'street_segments_count': 215, 'node_density_km': 18.628504183541683, 'intersection_density_km': 16.878174931396824, 'edge_density_km': 10604.5120508831, 'street_density_km': 5302.256025441554, 'circuity_avg': 1.0338730296233511, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0338730296233511\n", - "7008\n", - "74178815.22005914\n", - "error with entry 7008\n", - "7009\n", - "15988742.489586247\n", - "{'n': 377, 'm': 1104, 'k_avg': 5.856763925729443, 'intersection_count': 319, 'streets_per_node_avg': 3.0212201591511936, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 195, 4: 124}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15384615384615385, 2: 0.0, 3: 0.5172413793103449, 4: 0.32891246684350134}, 'edge_length_total': 199919.6280000001, 'edge_length_avg': 181.0866195652175, 'street_length_total': 99959.81399999995, 'street_length_avg': 181.08661956521732, 'street_segments_count': 552, 'node_density_km': 23.579090115782826, 'intersection_density_km': 19.951537790277776, 'edge_density_km': 12503.774335612155, 'street_density_km': 6251.887167806071, 'circuity_avg': 1.0307285916130682, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0307285916130682\n", - "7010\n", - "10025231.687701363\n", - "{'n': 910, 'm': 2674, 'k_avg': 5.876923076923077, 'intersection_count': 782, 'streets_per_node_avg': 3.0164835164835164, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 517, 4: 260, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14065934065934066, 2: 0.0, 3: 0.5681318681318681, 4: 0.2857142857142857, 5: 0.004395604395604396, 6: 0.001098901098901099}, 'edge_length_total': 241416.84500000015, 'edge_length_avg': 90.2830385190726, 'street_length_total': 120789.96100000017, 'street_length_avg': 90.20908215085898, 'street_segments_count': 1339, 'node_density_km': 90.7709695244609, 'intersection_density_km': 78.00318480014111, 'edge_density_km': 24080.924263941222, 'street_density_km': 12048.595460210809, 'circuity_avg': 1.0595805310214943, 'self_loop_proportion': 0.002243829468960359, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0595805310214943\n", - "7011\n", - "17987445.448668346\n", - "{'n': 318, 'm': 928, 'k_avg': 5.836477987421383, 'intersection_count': 274, 'streets_per_node_avg': 3.0377358490566038, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 174, 4: 100}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13836477987421383, 2: 0.0, 3: 0.5471698113207547, 4: 0.31446540880503143}, 'edge_length_total': 177909.31299999976, 'edge_length_avg': 191.71262176724113, 'street_length_total': 89211.562, 'street_length_avg': 191.03118201284798, 'street_segments_count': 467, 'node_density_km': 17.678997326634967, 'intersection_density_km': 15.232846753138306, 'edge_density_km': 9890.749273303332, 'street_density_km': 4959.657126109842, 'circuity_avg': 1.0215213950570303, 'self_loop_proportion': 0.0021551724137931034, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0215213950570303\n", - "7012\n", - "9026848.237640973\n", - "{'n': 278, 'm': 710, 'k_avg': 5.107913669064748, 'intersection_count': 212, 'streets_per_node_avg': 2.683453237410072, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 168, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23741007194244604, 2: 0.0, 3: 0.60431654676259, 4: 0.15827338129496402}, 'edge_length_total': 121992.53600000012, 'edge_length_avg': 171.8204732394368, 'street_length_total': 60996.26799999998, 'street_length_avg': 171.82047323943658, 'street_segments_count': 355, 'node_density_km': 30.797017151653254, 'intersection_density_km': 23.48549509406651, 'edge_density_km': 13514.410876135544, 'street_density_km': 6757.205438067763, 'circuity_avg': 1.072488254193723, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072488254193723\n", - "7013\n", - "5011810.2939467095\n", - "{'n': 57, 'm': 146, 'k_avg': 5.12280701754386, 'intersection_count': 46, 'streets_per_node_avg': 2.754385964912281, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 38, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19298245614035087, 2: 0.0, 3: 0.6666666666666666, 4: 0.14035087719298245}, 'edge_length_total': 26425.452000000005, 'edge_length_avg': 180.9962465753425, 'street_length_total': 13212.725999999995, 'street_length_avg': 180.9962465753424, 'street_segments_count': 73, 'node_density_km': 11.373135984186172, 'intersection_density_km': 9.178320267939718, 'edge_density_km': 5272.636123501483, 'street_density_km': 2636.31806175074, 'circuity_avg': 1.0582469222598365, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0582469222598365\n", - "7014\n", - "6997427.988820418\n", - "{'n': 87, 'm': 244, 'k_avg': 5.609195402298851, 'intersection_count': 80, 'streets_per_node_avg': 3.0114942528735633, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 65, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08045977011494253, 2: 0.0, 3: 0.7471264367816092, 4: 0.1724137931034483}, 'edge_length_total': 39670.315999999984, 'edge_length_avg': 162.5832622950819, 'street_length_total': 19835.158000000007, 'street_length_avg': 162.58326229508202, 'street_segments_count': 122, 'node_density_km': 12.433139739200934, 'intersection_density_km': 11.43277217397787, 'edge_density_km': 5669.271061221361, 'street_density_km': 2834.6355306106825, 'circuity_avg': 1.1131273048826398, 'self_loop_proportion': 0.00819672131147541, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1131273048826398\n", - "7015\n", - "8019400.285108741\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 273, 'm': 654, 'k_avg': 4.791208791208791, 'intersection_count': 194, 'streets_per_node_avg': 2.5347985347985347, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 163, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2893772893772894, 2: 0.0, 3: 0.5970695970695971, 4: 0.11355311355311355}, 'edge_length_total': 87637.9999999999, 'edge_length_avg': 134.00305810397538, 'street_length_total': 43818.99999999999, 'street_length_avg': 134.00305810397552, 'street_segments_count': 327, 'node_density_km': 34.042445855575366, 'intersection_density_km': 24.19133515011583, 'edge_density_km': 10928.248607659014, 'street_density_km': 5464.124303829512, 'circuity_avg': 1.0407745278849445, 'self_loop_proportion': 0.0030581039755351682, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407745278849445\n", - "7016\n", - "20988707.094962887\n", - "{'n': 487, 'm': 1327, 'k_avg': 5.449691991786447, 'intersection_count': 408, 'streets_per_node_avg': 2.837782340862423, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 329, 4: 79}, 'streets_per_node_proportion': {0: 0.0, 1: 0.162217659137577, 2: 0.0, 3: 0.675564681724846, 4: 0.162217659137577}, 'edge_length_total': 214763.82600000003, 'edge_length_avg': 161.8416171816127, 'street_length_total': 107511.7089999999, 'street_length_avg': 161.42899249249234, 'street_segments_count': 666, 'node_density_km': 23.20295375015624, 'intersection_density_km': 19.43902490772843, 'edge_density_km': 10232.351379639842, 'street_density_km': 5122.359777263356, 'circuity_avg': 1.0379693146536026, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0379693146536026\n", - "7017\n", - "7020893.017495447\n", - "{'n': 202, 'm': 566, 'k_avg': 5.603960396039604, 'intersection_count': 165, 'streets_per_node_avg': 2.9356435643564356, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 104, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18316831683168316, 2: 0.0, 3: 0.5148514851485149, 4: 0.30198019801980197}, 'edge_length_total': 68311.59000000007, 'edge_length_avg': 120.69185512367504, 'street_length_total': 34155.79500000001, 'street_length_avg': 120.69185512367496, 'street_segments_count': 283, 'node_density_km': 28.77126876832246, 'intersection_density_km': 23.501283894916863, 'edge_density_km': 9729.757999413123, 'street_density_km': 4864.878999706559, 'circuity_avg': 1.0138274629218906, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0138274629218906\n", - "7018\n", - "11996059.956874289\n", - "{'n': 236, 'm': 676, 'k_avg': 5.728813559322034, 'intersection_count': 200, 'streets_per_node_avg': 2.9957627118644066, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 130, 4: 69, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15254237288135594, 2: 0.0, 3: 0.5508474576271186, 4: 0.2923728813559322, 5: 0.00423728813559322}, 'edge_length_total': 139278.72300000017, 'edge_length_avg': 206.0336139053257, 'street_length_total': 69738.07300000006, 'street_length_avg': 205.11197941176488, 'street_segments_count': 340, 'node_density_km': 19.673126080431203, 'intersection_density_km': 16.67214074612814, 'edge_density_km': 11610.372363984987, 'street_density_km': 5813.4148420987985, 'circuity_avg': 1.0429435946556087, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0429435946556087\n", - "7019\n", - "7019351.363646883\n", - "{'n': 249, 'm': 664, 'k_avg': 5.333333333333333, 'intersection_count': 209, 'streets_per_node_avg': 2.8112449799196786, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 177, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1606425702811245, 2: 0.0, 3: 0.7108433734939759, 4: 0.12449799196787148, 5: 0.004016064257028112}, 'edge_length_total': 88800.53799999987, 'edge_length_avg': 133.7357499999998, 'street_length_total': 44400.26899999997, 'street_length_avg': 133.7357499999999, 'street_segments_count': 332, 'node_density_km': 35.47336314998667, 'intersection_density_km': 29.774830917057084, 'edge_density_km': 12650.818202362194, 'street_density_km': 6325.409101181102, 'circuity_avg': 1.1122196515103764, 'self_loop_proportion': 0.012048192771084338, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1122196515103764\n", - "7020\n", - "15990353.042045819\n", - "{'n': 437, 'm': 1343, 'k_avg': 6.146453089244852, 'intersection_count': 391, 'streets_per_node_avg': 3.219679633867277, 'streets_per_node_counts': {0: 0, 1: 46, 2: 1, 3: 202, 4: 187, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10526315789473684, 2: 0.002288329519450801, 3: 0.4622425629290618, 4: 0.4279176201372998, 5: 0.002288329519450801}, 'edge_length_total': 243443.9439999998, 'edge_length_avg': 181.26875949367076, 'street_length_total': 122877.52900000014, 'street_length_avg': 180.70224852941197, 'street_segments_count': 680, 'node_density_km': 27.32897759361102, 'intersection_density_km': 24.45224311007302, 'edge_density_km': 15224.425837245517, 'street_density_km': 7684.4788027443765, 'circuity_avg': 1.028568782113013, 'self_loop_proportion': 0.0029784065524944155, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.028568782113013\n", - "7021\n", - "9027390.74702854\n", - "{'n': 228, 'm': 630, 'k_avg': 5.526315789473684, 'intersection_count': 190, 'streets_per_node_avg': 2.8728070175438596, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 143, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.6271929824561403, 4: 0.20614035087719298}, 'edge_length_total': 102936.86399999981, 'edge_length_avg': 163.39184761904733, 'street_length_total': 51468.43200000002, 'street_length_avg': 163.3918476190477, 'street_segments_count': 315, 'node_density_km': 25.256467387882658, 'intersection_density_km': 21.047056156568882, 'edge_density_km': 11402.726090468894, 'street_density_km': 5701.36304523446, 'circuity_avg': 1.0557205960693825, 'self_loop_proportion': 0.006349206349206349, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557205960693825\n", - "7022\n", - "13987993.692707174\n", - "{'n': 382, 'm': 1079, 'k_avg': 5.649214659685864, 'intersection_count': 326, 'streets_per_node_avg': 3.0157068062827226, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 208, 4: 118}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14659685863874344, 2: 0.0, 3: 0.5445026178010471, 4: 0.3089005235602094}, 'edge_length_total': 191733.92099999986, 'edge_length_avg': 177.69594161260412, 'street_length_total': 99705.24599999998, 'street_length_avg': 177.7277112299465, 'street_segments_count': 561, 'node_density_km': 27.309134418552162, 'intersection_density_km': 23.305701100649227, 'edge_density_km': 13707.035133992296, 'street_density_km': 7127.91613939479, 'circuity_avg': 1.0343938236160033, 'self_loop_proportion': 0.0027803521779425394, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0343938236160033\n", - "7023\n", - "21051880.684320472\n", - "{'n': 2042, 'm': 5638, 'k_avg': 5.52203721841332, 'intersection_count': 1693, 'streets_per_node_avg': 2.815866797257591, 'streets_per_node_counts': {0: 0, 1: 349, 2: 0, 3: 1374, 4: 316, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17091087169441724, 2: 0.0, 3: 0.672869735553379, 4: 0.15475024485798236, 5: 0.0014691478942213516}, 'edge_length_total': 479581.09400000086, 'edge_length_avg': 85.06227279177028, 'street_length_total': 240747.82000000015, 'street_length_avg': 84.8899224259521, 'street_segments_count': 2836, 'node_density_km': 96.9984596920545, 'intersection_density_km': 80.42036839306967, 'edge_density_km': 22780.91450314911, 'street_density_km': 11435.929340950051, 'circuity_avg': 1.068599477254284, 'self_loop_proportion': 0.0024831500532103584, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.068599477254284\n", - "7024\n", - "6999070.750548343\n", - "{'n': 189, 'm': 511, 'k_avg': 5.407407407407407, 'intersection_count': 149, 'streets_per_node_avg': 2.7936507936507935, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 109, 4: 39, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21164021164021163, 2: 0.0, 3: 0.5767195767195767, 4: 0.20634920634920634, 5: 0.005291005291005291}, 'edge_length_total': 76649.85999999999, 'edge_length_avg': 149.99972602739723, 'street_length_total': 38428.00399999997, 'street_length_avg': 149.525307392996, 'street_segments_count': 257, 'node_density_km': 27.00358472375676, 'intersection_density_km': 21.288540337776492, 'edge_density_km': 10951.433801979332, 'street_density_km': 5490.4437131156765, 'circuity_avg': 1.0700206369167318, 'self_loop_proportion': 0.005870841487279843, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0700206369167318\n", - "7025\n", - "11026451.325965313\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 679, 'm': 1959, 'k_avg': 5.7702503681885124, 'intersection_count': 585, 'streets_per_node_avg': 2.9734904270986746, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 416, 4: 168, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13843888070692195, 2: 0.0, 3: 0.6126656848306333, 4: 0.24742268041237114, 5: 0.0014727540500736377}, 'edge_length_total': 197890.48900000012, 'edge_length_avg': 101.01607401735585, 'street_length_total': 99744.79099999998, 'street_length_avg': 101.36665752032519, 'street_segments_count': 984, 'node_density_km': 61.57919533014914, 'intersection_density_km': 53.05424045381038, 'edge_density_km': 17946.888182783117, 'street_density_km': 9045.955770477027, 'circuity_avg': 1.0579130362903677, 'self_loop_proportion': 0.005104645227156712, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0579130362903677\n", - "7026\n", - "6999380.130240487\n", - "{'n': 411, 'm': 1090, 'k_avg': 5.304136253041363, 'intersection_count': 318, 'streets_per_node_avg': 2.763990267639903, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 229, 4: 89}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22627737226277372, 2: 0.0, 3: 0.5571776155717761, 4: 0.21654501216545013}, 'edge_length_total': 117133.9439999999, 'edge_length_avg': 107.46233394495404, 'street_length_total': 58756.386999999995, 'street_length_avg': 107.21968430656933, 'street_segments_count': 548, 'node_density_km': 58.719485490478526, 'intersection_density_km': 45.432594613070975, 'edge_density_km': 16734.902494283502, 'street_density_km': 8394.512929244382, 'circuity_avg': 1.050586487321066, 'self_loop_proportion': 0.007339449541284404, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050586487321066\n", - "7027\n", - "6014854.984709182\n", - "{'n': 64, 'm': 166, 'k_avg': 5.1875, 'intersection_count': 52, 'streets_per_node_avg': 2.671875, 'streets_per_node_counts': {0: 0, 1: 12, 2: 0, 3: 49, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.765625, 4: 0.046875}, 'edge_length_total': 37478.671999999984, 'edge_length_avg': 225.77513253012037, 'street_length_total': 18739.336, 'street_length_avg': 225.7751325301205, 'street_segments_count': 83, 'node_density_km': 10.640323027354649, 'intersection_density_km': 8.645262459725652, 'edge_density_km': 6231.018386191746, 'street_density_km': 3115.5091930958743, 'circuity_avg': 1.165164972217558, 'self_loop_proportion': 0.024096385542168676, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.165164972217558\n", - "7028\n", - "44128952.22960591\n", - "{'n': 3542, 'm': 10615, 'k_avg': 5.9937888198757765, 'intersection_count': 3002, 'streets_per_node_avg': 3.026538678712592, 'streets_per_node_counts': {0: 0, 1: 540, 2: 0, 3: 1851, 4: 1129, 5: 21, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15245623941276115, 2: 0.0, 3: 0.5225861095426313, 4: 0.31874647092038394, 5: 0.005928853754940711, 6: 0.000282326369282891}, 'edge_length_total': 893439.4130000008, 'edge_length_avg': 84.16763193593978, 'street_length_total': 447945.0210000002, 'street_length_avg': 84.01069411102779, 'street_segments_count': 5332, 'node_density_km': 80.2647654440272, 'intersection_density_km': 68.02790114708347, 'edge_density_km': 20246.1052859668, 'street_density_km': 10150.819323090021, 'circuity_avg': 1.0584391987336652, 'self_loop_proportion': 0.0022609514837494114, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0584391987336652\n", - "7029\n", - "48968117.7136821\n", - "{'n': 2425, 'm': 6719, 'k_avg': 5.541443298969072, 'intersection_count': 1978, 'streets_per_node_avg': 2.8692783505154638, 'streets_per_node_counts': {0: 0, 1: 447, 2: 0, 3: 1402, 4: 575, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1843298969072165, 2: 0.0, 3: 0.5781443298969072, 4: 0.23711340206185566, 5: 0.0004123711340206186}, 'edge_length_total': 860450.0020000009, 'edge_length_avg': 128.06221193630017, 'street_length_total': 438155.05299999926, 'street_length_avg': 127.29664526438096, 'street_segments_count': 3442, 'node_density_km': 49.5220178602543, 'intersection_density_km': 40.393629413436294, 'edge_density_km': 17571.63726470099, 'street_density_km': 8947.761798031603, 'circuity_avg': 1.0423348509711152, 'self_loop_proportion': 0.0008929900282780176, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0423348509711152\n", - "7030\n", - "46112807.46855926\n", - "{'n': 2868, 'm': 7790, 'k_avg': 5.4323570432357045, 'intersection_count': 2328, 'streets_per_node_avg': 2.7573221757322175, 'streets_per_node_counts': {0: 0, 1: 540, 2: 0, 3: 1956, 4: 360, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18828451882845187, 2: 0.0, 3: 0.6820083682008368, 4: 0.12552301255230125, 5: 0.0041841004184100415}, 'edge_length_total': 704848.1960000002, 'edge_length_avg': 90.48115481386395, 'street_length_total': 354938.3030000006, 'street_length_avg': 90.84676298950616, 'street_segments_count': 3907, 'node_density_km': 62.195302291136066, 'intersection_density_km': 50.4848897258594, 'edge_density_km': 15285.302168612949, 'street_density_km': 7697.174006202191, 'circuity_avg': 1.0982477396340826, 'self_loop_proportion': 0.005134788189987163, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0982477396340826\n", - "7031\n", - "23991755.60939578\n", - "{'n': 1533, 'm': 4300, 'k_avg': 5.609915198956295, 'intersection_count': 1285, 'streets_per_node_avg': 2.900195694716243, 'streets_per_node_counts': {0: 0, 1: 248, 2: 0, 3: 944, 4: 339, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16177429876060012, 2: 0.0, 3: 0.6157860404435747, 4: 0.22113502935420742, 5: 0.001304631441617743}, 'edge_length_total': 456598.6519999999, 'edge_length_avg': 106.18573302325579, 'street_length_total': 231853.95799999963, 'street_length_avg': 105.91775148469604, 'street_segments_count': 2189, 'node_density_km': 63.896949642136164, 'intersection_density_km': 53.56006542083821, 'edge_density_km': 19031.481456954498, 'street_density_km': 9663.901290708369, 'circuity_avg': 1.0609338909450567, 'self_loop_proportion': 0.0018604651162790699, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0609338909450567\n", - "7032\n", - "18041707.778885815\n", - "{'n': 1307, 'm': 3362, 'k_avg': 5.14460596786534, 'intersection_count': 977, 'streets_per_node_avg': 2.6358071920428463, 'streets_per_node_counts': {0: 0, 1: 330, 2: 0, 3: 795, 4: 180, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.252486610558531, 2: 0.0, 3: 0.6082631981637338, 4: 0.13771996939556236, 5: 0.001530221882172915}, 'edge_length_total': 329097.7139999993, 'edge_length_avg': 97.88748185603785, 'street_length_total': 165456.09400000016, 'street_length_avg': 97.84511768184515, 'street_segments_count': 1691, 'node_density_km': 72.44325293471277, 'intersection_density_km': 54.15230154339279, 'edge_density_km': 18240.940272025793, 'street_density_km': 9170.755675005068, 'circuity_avg': 1.0735601761872948, 'self_loop_proportion': 0.001189767995240928, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0735601761872948\n", - "7033\n", - "25069804.645714343\n", - "{'n': 173, 'm': 431, 'k_avg': 4.982658959537572, 'intersection_count': 136, 'streets_per_node_avg': 2.6763005780346822, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 118, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2138728323699422, 2: 0.0, 3: 0.6820809248554913, 4: 0.10404624277456648}, 'edge_length_total': 128975.76800000003, 'edge_length_avg': 299.2477215777263, 'street_length_total': 64537.11399999998, 'street_length_avg': 298.78293518518507, 'street_segments_count': 216, 'node_density_km': 6.900731874253921, 'intersection_density_km': 5.424852802881696, 'edge_density_km': 5144.665856901614, 'street_density_km': 2574.2966453882013, 'circuity_avg': 1.1866079412288417, 'self_loop_proportion': 0.004640371229698376, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1866079412288417\n", - "7034\n", - "5011640.312346229\n", - "{'n': 721, 'm': 1958, 'k_avg': 5.431345353675451, 'intersection_count': 602, 'streets_per_node_avg': 2.868238557558946, 'streets_per_node_counts': {0: 0, 1: 119, 2: 0, 3: 460, 4: 141, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1650485436893204, 2: 0.0, 3: 0.6380027739251041, 4: 0.1955617198335645, 5: 0.0013869625520110957}, 'edge_length_total': 135098.81500000003, 'edge_length_avg': 68.99837334014302, 'street_length_total': 68969.60699999989, 'street_length_avg': 68.42222916666655, 'street_segments_count': 1008, 'node_density_km': 143.86507312262788, 'intersection_density_km': 120.12035231598057, 'edge_density_km': 26957.005407427714, 'street_density_km': 13761.88287696795, 'circuity_avg': 1.0598856925101379, 'self_loop_proportion': 0.005107252298263534, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0598856925101379\n", - "7035\n", - "8021419.949831738\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 289, 'm': 816, 'k_avg': 5.647058823529412, 'intersection_count': 228, 'streets_per_node_avg': 2.9515570934256057, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 121, 4: 106, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21107266435986158, 2: 0.0, 3: 0.4186851211072664, 4: 0.36678200692041524, 5: 0.0034602076124567475}, 'edge_length_total': 117410.99000000006, 'edge_length_avg': 143.88601715686283, 'street_length_total': 58705.495000000046, 'street_length_avg': 143.88601715686286, 'street_segments_count': 408, 'node_density_km': 36.02853382661535, 'intersection_density_km': 28.42389519885225, 'edge_density_km': 14637.182784883733, 'street_density_km': 7318.591392441868, 'circuity_avg': 1.0377409011809666, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0377409011809666\n", - "7036\n", - "22993296.268231295\n", - "{'n': 863, 'm': 2372, 'k_avg': 5.497103128621089, 'intersection_count': 741, 'streets_per_node_avg': 2.8482039397450754, 'streets_per_node_counts': {0: 0, 1: 122, 2: 1, 3: 626, 4: 114}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1413673232908459, 2: 0.0011587485515643105, 3: 0.7253765932792584, 4: 0.1320973348783314}, 'edge_length_total': 342030.72700000013, 'edge_length_avg': 144.195078836425, 'street_length_total': 172518.83000000002, 'street_length_avg': 143.05043946932008, 'street_segments_count': 1206, 'node_density_km': 37.53267865261949, 'intersection_density_km': 32.226784335563195, 'edge_density_km': 14875.236808589605, 'street_density_km': 7503.005571165575, 'circuity_avg': 1.048792404721465, 'self_loop_proportion': 0.0016863406408094434, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048792404721465\n", - "7037\n", - "22052544.222396467\n", - "{'n': 929, 'm': 2658, 'k_avg': 5.722282023681378, 'intersection_count': 782, 'streets_per_node_avg': 2.930032292787944, 'streets_per_node_counts': {0: 0, 1: 147, 2: 0, 3: 554, 4: 227, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15823466092572658, 2: 0.0, 3: 0.596340150699677, 4: 0.24434876210979548, 5: 0.001076426264800861}, 'edge_length_total': 342142.33000000095, 'edge_length_avg': 128.72171933784836, 'street_length_total': 171646.80800000005, 'street_length_avg': 128.76729782445614, 'street_segments_count': 1333, 'node_density_km': 42.12665852208163, 'intersection_density_km': 35.46076099490617, 'edge_density_km': 15514.868785639832, 'street_density_km': 7783.53763942014, 'circuity_avg': 1.0491705249383485, 'self_loop_proportion': 0.0007524454477050414, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0491705249383485\n", - "7038\n", - "18987937.32757093\n", - "{'n': 579, 'm': 1648, 'k_avg': 5.692573402417962, 'intersection_count': 498, 'streets_per_node_avg': 2.9792746113989637, 'streets_per_node_counts': {0: 0, 1: 81, 2: 1, 3: 348, 4: 147, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13989637305699482, 2: 0.0017271157167530224, 3: 0.6010362694300518, 4: 0.2538860103626943, 5: 0.0034542314335060447}, 'edge_length_total': 285574.1199999992, 'edge_length_avg': 173.28526699029075, 'street_length_total': 144586.13600000014, 'street_length_avg': 172.33150893921353, 'street_segments_count': 839, 'node_density_km': 30.49304355767377, 'intersection_density_km': 26.227177360486248, 'edge_density_km': 15039.76525061197, 'street_density_km': 7614.630989436525, 'circuity_avg': 1.0497052037308419, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0497052037308419\n", - "7039\n", - "5012038.180245076\n", - "{'n': 426, 'm': 1215, 'k_avg': 5.704225352112676, 'intersection_count': 368, 'streets_per_node_avg': 2.9530516431924885, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 273, 4: 94, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13615023474178403, 2: 0.0, 3: 0.6408450704225352, 4: 0.22065727699530516, 5: 0.002347417840375587}, 'edge_length_total': 113666.67299999997, 'edge_length_avg': 93.55281728395059, 'street_length_total': 56885.032000000036, 'street_length_avg': 93.5609078947369, 'street_segments_count': 608, 'node_density_km': 84.99536210220363, 'intersection_density_km': 73.42322360002566, 'edge_density_km': 22678.732466168472, 'street_density_km': 11349.680500083201, 'circuity_avg': 1.0291179512782207, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0291179512782207\n", - "7040\n", - "11032139.872074023\n", - "{'n': 656, 'm': 1797, 'k_avg': 5.478658536585366, 'intersection_count': 552, 'streets_per_node_avg': 2.8338414634146343, 'streets_per_node_counts': {0: 0, 1: 104, 2: 1, 3: 454, 4: 94, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15853658536585366, 2: 0.001524390243902439, 3: 0.6920731707317073, 4: 0.14329268292682926, 5: 0.004573170731707317}, 'edge_length_total': 182174.92199999967, 'edge_length_avg': 101.37725208681117, 'street_length_total': 91608.93300000015, 'street_length_avg': 101.3373152654869, 'street_segments_count': 904, 'node_density_km': 59.46262534801176, 'intersection_density_km': 50.03562376844892, 'edge_density_km': 16513.10843702629, 'street_density_km': 8303.822654741036, 'circuity_avg': 1.0685771365918582, 'self_loop_proportion': 0.0011129660545353367, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0685771365918582\n", - "7041\n", - "7019578.736787599\n", - "{'n': 346, 'm': 873, 'k_avg': 5.046242774566474, 'intersection_count': 264, 'streets_per_node_avg': 2.6502890173410405, 'streets_per_node_counts': {0: 0, 1: 82, 2: 1, 3: 222, 4: 40, 5: 0, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23699421965317918, 2: 0.002890173410404624, 3: 0.6416184971098265, 4: 0.11560693641618497, 5: 0.0, 6: 0.0, 7: 0.002890173410404624}, 'edge_length_total': 103429.47800000005, 'edge_length_avg': 118.47591981672399, 'street_length_total': 51976.82100000003, 'street_length_avg': 118.39822551252855, 'street_segments_count': 439, 'node_density_km': 49.2907071740236, 'intersection_density_km': 37.609094491162516, 'edge_density_km': 14734.428073006124, 'street_density_km': 7404.5498952244, 'circuity_avg': 1.0699539723490148, 'self_loop_proportion': 0.002290950744558992, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0699539723490148\n", - "7042\n", - "7998856.894048975\n", - "{'n': 511, 'm': 1289, 'k_avg': 5.045009784735812, 'intersection_count': 410, 'streets_per_node_avg': 2.710371819960861, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 356, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19765166340508805, 2: 0.0, 3: 0.6966731898238747, 4: 0.10567514677103718}, 'edge_length_total': 133464.48399999994, 'edge_length_avg': 103.54110473235062, 'street_length_total': 68640.437, 'street_length_avg': 102.1435074404762, 'street_segments_count': 672, 'node_density_km': 63.88412829090317, 'intersection_density_km': 51.25732406902211, 'edge_density_km': 16685.44465388491, 'street_density_km': 8581.280789142185, 'circuity_avg': 1.0479351096713458, 'self_loop_proportion': 0.004654771140418929, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0479351096713458\n", - "7043\n", - "13029862.504755832\n", - "{'n': 648, 'm': 1776, 'k_avg': 5.481481481481482, 'intersection_count': 525, 'streets_per_node_avg': 2.8487654320987654, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 378, 4: 146, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18981481481481483, 2: 0.0, 3: 0.5833333333333334, 4: 0.22530864197530864, 5: 0.0015432098765432098}, 'edge_length_total': 218427.62399999992, 'edge_length_avg': 122.98852702702699, 'street_length_total': 109213.81199999999, 'street_length_avg': 122.98852702702702, 'street_segments_count': 888, 'node_density_km': 49.73191388347217, 'intersection_density_km': 40.29205985929458, 'edge_density_km': 16763.616954536166, 'street_density_km': 8381.808477268085, 'circuity_avg': 1.0546198969760086, 'self_loop_proportion': 0.0011261261261261261, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0546198969760086\n", - "7044\n", - "8993581.086113669\n", - "{'n': 233, 'm': 710, 'k_avg': 6.094420600858369, 'intersection_count': 211, 'streets_per_node_avg': 3.236051502145923, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 113, 4: 97, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0944206008583691, 2: 0.0, 3: 0.48497854077253216, 4: 0.41630901287553645, 5: 0.004291845493562232}, 'edge_length_total': 136730.86600000004, 'edge_length_avg': 192.5786845070423, 'street_length_total': 68365.433, 'street_length_avg': 192.57868450704225, 'street_segments_count': 355, 'node_density_km': 25.90736635040276, 'intersection_density_km': 23.461177252939837, 'edge_density_km': 15203.16153163017, 'street_density_km': 7601.580765815084, 'circuity_avg': 1.020086847427279, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.020086847427279\n", - "7045\n", - "6015033.735068838\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 341, 'm': 1017, 'k_avg': 5.964809384164223, 'intersection_count': 307, 'streets_per_node_avg': 3.1202346041055717, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 202, 4: 101, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09970674486803519, 2: 0.0, 3: 0.592375366568915, 4: 0.2961876832844575, 5: 0.011730205278592375}, 'edge_length_total': 102738.70300000005, 'edge_length_avg': 101.02134021632257, 'street_length_total': 51447.042999999976, 'street_length_avg': 101.07474066797637, 'street_segments_count': 509, 'node_density_km': 56.69128637000029, 'intersection_density_km': 51.038782743665955, 'edge_density_km': 17080.320331540795, 'street_density_km': 8553.076385931723, 'circuity_avg': 1.0344176611615874, 'self_loop_proportion': 0.003933136676499509, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0344176611615874\n", - "7046\n", - "37984451.359749675\n", - "{'n': 2547, 'm': 7217, 'k_avg': 5.667059285433844, 'intersection_count': 2108, 'streets_per_node_avg': 2.8928150765606597, 'streets_per_node_counts': {0: 0, 1: 439, 2: 2, 3: 1501, 4: 603, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1723596387907342, 2: 0.0007852375343541421, 3: 0.5893207695327837, 4: 0.23674911660777384, 5: 0.0007852375343541421}, 'edge_length_total': 788218.3750000014, 'edge_length_avg': 109.21690106692552, 'street_length_total': 396670.17499999976, 'street_length_avg': 108.94539274924465, 'street_segments_count': 3641, 'node_density_km': 67.05375249144537, 'intersection_density_km': 55.49639193245655, 'edge_density_km': 20751.079633474423, 'street_density_km': 10442.96181200954, 'circuity_avg': 1.0644464950238257, 'self_loop_proportion': 0.0024941111265068586, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0644464950238257\n", - "7047\n", - "12035166.553356372\n", - "{'n': 319, 'm': 942, 'k_avg': 5.905956112852665, 'intersection_count': 275, 'streets_per_node_avg': 3.0564263322884013, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 171, 4: 102, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13793103448275862, 2: 0.0, 3: 0.5360501567398119, 4: 0.31974921630094044, 5: 0.006269592476489028}, 'edge_length_total': 156390.54799999992, 'edge_length_avg': 166.01969002123133, 'street_length_total': 78195.27399999992, 'street_length_avg': 166.01969002123124, 'street_segments_count': 471, 'node_density_km': 26.50565728241103, 'intersection_density_km': 22.849704553802614, 'edge_density_km': 12994.464788390125, 'street_density_km': 6497.232394195059, 'circuity_avg': 1.0369256501735935, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0369256501735935\n", - "7048\n", - "14033784.252740396\n", - "{'n': 687, 'm': 1898, 'k_avg': 5.525473071324599, 'intersection_count': 556, 'streets_per_node_avg': 2.8355167394468705, 'streets_per_node_counts': {0: 0, 1: 131, 2: 0, 3: 410, 4: 143, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19068413391557495, 2: 0.0, 3: 0.5967976710334789, 4: 0.2081513828238719, 5: 0.004366812227074236}, 'edge_length_total': 224066.38399999985, 'edge_length_avg': 118.05394309799782, 'street_length_total': 112033.19199999997, 'street_length_avg': 118.05394309799786, 'street_segments_count': 949, 'node_density_km': 48.9532963901628, 'intersection_density_km': 39.61867946569217, 'edge_density_km': 15966.212673979657, 'street_density_km': 7983.106336989831, 'circuity_avg': 1.0588863513747906, 'self_loop_proportion': 0.002107481559536354, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0588863513747906\n", - "7049\n", - "8996244.207059002\n", - "{'n': 158, 'm': 438, 'k_avg': 5.544303797468355, 'intersection_count': 141, 'streets_per_node_avg': 2.9367088607594938, 'streets_per_node_counts': {0: 0, 1: 17, 2: 0, 3: 117, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10759493670886076, 2: 0.0, 3: 0.740506329113924, 4: 0.1518987341772152}, 'edge_length_total': 94127.12799999995, 'edge_length_avg': 214.90211872146108, 'street_length_total': 47063.56400000004, 'street_length_avg': 214.9021187214614, 'street_segments_count': 219, 'node_density_km': 17.562884728720856, 'intersection_density_km': 15.673207257909118, 'edge_density_km': 10462.9360690478, 'street_density_km': 5231.468034523908, 'circuity_avg': 1.0335444974617647, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0335444974617647\n", - "7050\n", - "10023172.857200997\n", - "{'n': 638, 'm': 1805, 'k_avg': 5.658307210031348, 'intersection_count': 534, 'streets_per_node_avg': 2.9059561128526648, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 390, 4: 140, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16300940438871472, 2: 0.0, 3: 0.6112852664576802, 4: 0.219435736677116, 5: 0.006269592476489028}, 'edge_length_total': 201245.87299999976, 'edge_length_avg': 111.49355844875333, 'street_length_total': 100695.9480000001, 'street_length_avg': 111.51267774086391, 'street_segments_count': 903, 'node_density_km': 63.652498973081016, 'intersection_density_km': 53.276543027625806, 'edge_density_km': 20078.060696660308, 'street_density_km': 10046.314618594712, 'circuity_avg': 1.0653900645460521, 'self_loop_proportion': 0.0033240997229916896, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0653900645460521\n", - "7051\n", - "6016583.644576587\n", - "{'n': 352, 'm': 879, 'k_avg': 4.994318181818182, 'intersection_count': 269, 'streets_per_node_avg': 2.6363636363636362, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 231, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23579545454545456, 2: 0.0, 3: 0.65625, 4: 0.10795454545454546}, 'edge_length_total': 93885.51699999993, 'edge_length_avg': 106.80946188850959, 'street_length_total': 47015.35900000001, 'street_length_avg': 106.61079138321998, 'street_segments_count': 441, 'node_density_km': 58.50496241622047, 'intersection_density_km': 44.709758210123034, 'edge_density_km': 15604.456373614843, 'street_density_km': 7814.294918409414, 'circuity_avg': 1.0755637887192668, 'self_loop_proportion': 0.004550625711035267, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0755637887192668\n", - "7052\n", - "21049387.267319743\n", - "{'n': 533, 'm': 1419, 'k_avg': 5.324577861163227, 'intersection_count': 436, 'streets_per_node_avg': 2.7711069418386494, 'streets_per_node_counts': {0: 0, 1: 97, 2: 0, 3: 366, 4: 68, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18198874296435272, 2: 0.0, 3: 0.6866791744840526, 4: 0.1275797373358349, 5: 0.00375234521575985}, 'edge_length_total': 213948.47199999992, 'edge_length_avg': 150.77411698379134, 'street_length_total': 107848.76999999997, 'street_length_avg': 150.4166945606694, 'street_segments_count': 717, 'node_density_km': 25.321402149672547, 'intersection_density_km': 20.71319200235878, 'edge_density_km': 10164.11875951211, 'street_density_km': 5123.606147312456, 'circuity_avg': 1.0586421950721738, 'self_loop_proportion': 0.004228329809725159, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0586421950721738\n", - "7053\n", - "15989956.675366335\n", - "{'n': 531, 'm': 1489, 'k_avg': 5.608286252354049, 'intersection_count': 446, 'streets_per_node_avg': 2.87758945386064, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 343, 4: 101, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.160075329566855, 2: 0.0, 3: 0.6459510357815442, 4: 0.1902071563088512, 5: 0.003766478342749529}, 'edge_length_total': 233375.16199999995, 'edge_length_avg': 156.73281531229009, 'street_length_total': 117390.0920000001, 'street_length_avg': 156.52012266666682, 'street_segments_count': 750, 'node_density_km': 33.208345136922304, 'intersection_density_km': 27.8925083447596, 'edge_density_km': 14595.109088665073, 'street_density_km': 7341.48905987018, 'circuity_avg': 1.057486790169488, 'self_loop_proportion': 0.002686366689053056, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057486790169488\n", - "7054\n", - "23064823.911681604\n", - "{'n': 1443, 'm': 3867, 'k_avg': 5.35966735966736, 'intersection_count': 1134, 'streets_per_node_avg': 2.7643797643797643, 'streets_per_node_counts': {0: 0, 1: 309, 2: 0, 3: 860, 4: 270, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21413721413721415, 2: 0.0, 3: 0.5959805959805959, 4: 0.18711018711018712, 5: 0.002772002772002772}, 'edge_length_total': 421849.3949999998, 'edge_length_avg': 109.08957719162136, 'street_length_total': 211259.05199999962, 'street_length_avg': 109.06507589055221, 'street_segments_count': 1937, 'node_density_km': 62.56280149917668, 'intersection_density_km': 49.16577747752346, 'edge_density_km': 18289.72970334911, 'street_density_km': 9159.36114704104, 'circuity_avg': 1.069619869420448, 'self_loop_proportion': 0.004137574347039048, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069619869420448\n", - "7055\n", - "6995466.806727836\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 142, 'm': 456, 'k_avg': 6.422535211267606, 'intersection_count': 137, 'streets_per_node_avg': 3.415492957746479, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 69, 4: 67, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.035211267605633804, 2: 0.0, 3: 0.4859154929577465, 4: 0.47183098591549294, 5: 0.007042253521126761}, 'edge_length_total': 97038.47199999998, 'edge_length_avg': 212.80366666666663, 'street_length_total': 48519.23599999996, 'street_length_avg': 212.8036666666665, 'street_segments_count': 228, 'node_density_km': 20.2988598078162, 'intersection_density_km': 19.58411122303394, 'edge_density_km': 13871.6221062866, 'street_density_km': 6935.811053143296, 'circuity_avg': 1.0124407981864498, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0124407981864498\n", - "7056\n", - "9032110.026521286\n", - "{'n': 708, 'm': 2007, 'k_avg': 5.669491525423729, 'intersection_count': 565, 'streets_per_node_avg': 2.884180790960452, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 361, 4: 204}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2019774011299435, 2: 0.0, 3: 0.5098870056497176, 4: 0.288135593220339}, 'edge_length_total': 150924.5399999999, 'edge_length_avg': 75.19907324364718, 'street_length_total': 75933.91100000005, 'street_length_avg': 75.25660158572849, 'street_segments_count': 1009, 'node_density_km': 78.38699904242486, 'intersection_density_km': 62.55459669346052, 'edge_density_km': 16709.77651477176, 'street_density_km': 8407.106509667483, 'circuity_avg': 1.0780045310982653, 'self_loop_proportion': 0.004982561036372696, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0780045310982653\n", - "7057\n", - "19067422.573235676\n", - "{'n': 2601, 'm': 7520, 'k_avg': 5.78239138792772, 'intersection_count': 2205, 'streets_per_node_avg': 2.934640522875817, 'streets_per_node_counts': {0: 0, 1: 396, 2: 0, 3: 1594, 4: 600, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1522491349480969, 2: 0.0, 3: 0.6128412149173394, 4: 0.2306805074971165, 5: 0.004229142637447136}, 'edge_length_total': 475003.19300000067, 'edge_length_avg': 63.1653182180852, 'street_length_total': 238103.23199999947, 'street_length_avg': 63.12386850477186, 'street_segments_count': 3772, 'node_density_km': 136.41067585353355, 'intersection_density_km': 115.64226845714781, 'edge_density_km': 24911.767239414272, 'street_density_km': 12487.436678212465, 'circuity_avg': 1.0643700654070998, 'self_loop_proportion': 0.0007978723404255319, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0643700654070998\n", - "7058\n", - "9035252.554245504\n", - "{'n': 58, 'm': 150, 'k_avg': 5.172413793103448, 'intersection_count': 47, 'streets_per_node_avg': 2.6724137931034484, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 44, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1896551724137931, 2: 0.0, 3: 0.7586206896551724, 4: 0.05172413793103448}, 'edge_length_total': 25779.441999999992, 'edge_length_avg': 171.8629466666666, 'street_length_total': 12889.721000000003, 'street_length_avg': 171.86294666666672, 'street_segments_count': 75, 'node_density_km': 6.41930036286001, 'intersection_density_km': 5.20184684576587, 'edge_density_km': 2853.206575602216, 'street_density_km': 1426.6032878011088, 'circuity_avg': 1.1735368813629972, 'self_loop_proportion': 0.013333333333333334, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1735368813629972\n", - "7059\n", - "16993066.73368579\n", - "{'n': 1657, 'm': 4586, 'k_avg': 5.535304767652383, 'intersection_count': 1345, 'streets_per_node_avg': 2.835847917923959, 'streets_per_node_counts': {0: 0, 1: 312, 2: 1, 3: 997, 4: 341, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18829209414604708, 2: 0.0006035003017501509, 3: 0.6016898008449004, 4: 0.20579360289680146, 5: 0.003621001810500905}, 'edge_length_total': 421390.92899999977, 'edge_length_avg': 91.88637788922803, 'street_length_total': 213378.8669999997, 'street_length_avg': 91.50037178387637, 'street_segments_count': 2332, 'node_density_km': 97.51035678070319, 'intersection_density_km': 79.14992750153638, 'edge_density_km': 24797.815226881077, 'street_density_km': 12556.819221866135, 'circuity_avg': 1.0498463294828726, 'self_loop_proportion': 0.0034888791975577847, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0498463294828726\n", - "7060\n", - "14055093.559405666\n", - "{'n': 1266, 'm': 3458, 'k_avg': 5.4628751974723535, 'intersection_count': 1053, 'streets_per_node_avg': 2.7993680884676144, 'streets_per_node_counts': {0: 0, 1: 213, 2: 0, 3: 883, 4: 168, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16824644549763032, 2: 0.0, 3: 0.6974723538704581, 4: 0.13270142180094788, 5: 0.001579778830963665}, 'edge_length_total': 283107.76799999917, 'edge_length_avg': 81.87037825332538, 'street_length_total': 143051.0259999999, 'street_length_avg': 81.32519954519607, 'street_segments_count': 1759, 'node_density_km': 90.07410691711782, 'intersection_density_km': 74.91945859693922, 'edge_density_km': 20142.716717139425, 'street_density_km': 10177.877891411841, 'circuity_avg': 1.1156422393772538, 'self_loop_proportion': 0.006362058993637941, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1156422393772538\n", - "7061\n", - "19064473.851890534\n", - "{'n': 3268, 'm': 8608, 'k_avg': 5.268053855569155, 'intersection_count': 2602, 'streets_per_node_avg': 2.752447980416157, 'streets_per_node_counts': {0: 0, 1: 666, 2: 4, 3: 2089, 4: 493, 5: 14, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20379436964504283, 2: 0.0012239902080783353, 3: 0.6392288861689106, 4: 0.15085679314565484, 5: 0.004283965728274173, 6: 0.0006119951040391676}, 'edge_length_total': 557531.0199999993, 'edge_length_avg': 64.76893819702595, 'street_length_total': 287447.3130000002, 'street_length_avg': 64.87188287068386, 'street_segments_count': 4431, 'node_density_km': 171.41831583649648, 'intersection_density_km': 136.4842282149828, 'edge_density_km': 29244.50075734514, 'street_density_km': 15077.642070436443, 'circuity_avg': 1.110093629427836, 'self_loop_proportion': 0.0060408921933085506, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.110093629427836\n", - "7062\n", - "24001579.966668718\n", - "{'n': 335, 'm': 975, 'k_avg': 5.82089552238806, 'intersection_count': 302, 'streets_per_node_avg': 3.005970149253731, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 235, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09850746268656717, 2: 0.0, 3: 0.7014925373134329, 4: 0.19701492537313434, 5: 0.0029850746268656717}, 'edge_length_total': 226757.85300000038, 'edge_length_avg': 232.5721569230773, 'street_length_total': 113451.09099999984, 'street_length_avg': 231.53283877550987, 'street_segments_count': 490, 'node_density_km': 13.957414489596873, 'intersection_density_km': 12.582505002561957, 'edge_density_km': 9447.62191967786, 'street_density_km': 4726.817616071556, 'circuity_avg': 1.0227636495977175, 'self_loop_proportion': 0.0020512820512820513, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0227636495977175\n", - "7063\n", - "8026294.314648589\n", - "{'n': 709, 'm': 1922, 'k_avg': 5.421720733427362, 'intersection_count': 578, 'streets_per_node_avg': 2.7291960507757405, 'streets_per_node_counts': {0: 0, 1: 131, 2: 0, 3: 510, 4: 67, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1847672778561354, 2: 0.0, 3: 0.7193229901269393, 4: 0.09449929478138223, 5: 0.0, 6: 0.0014104372355430183}, 'edge_length_total': 137608.974, 'edge_length_avg': 71.59676066597294, 'street_length_total': 68804.48700000002, 'street_length_avg': 71.59676066597297, 'street_segments_count': 961, 'node_density_km': 88.33466257348945, 'intersection_density_km': 72.01330742944556, 'edge_density_km': 17144.770501232837, 'street_density_km': 8572.385250616422, 'circuity_avg': 1.0709850236942513, 'self_loop_proportion': 0.005202913631633715, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0709850236942513\n", - "7064\n", - "21997691.682688486\n", - "{'n': 504, 'm': 1389, 'k_avg': 5.511904761904762, 'intersection_count': 432, 'streets_per_node_avg': 2.8948412698412698, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 343, 4: 87, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.6805555555555556, 4: 0.17261904761904762, 5: 0.003968253968253968}, 'edge_length_total': 214281.51399999953, 'edge_length_avg': 154.2703484521235, 'street_length_total': 108215.52399999989, 'street_length_avg': 152.20186216596326, 'street_segments_count': 711, 'node_density_km': 22.911494863646656, 'intersection_density_km': 19.63842416883999, 'edge_density_km': 9741.09088766948, 'street_density_km': 4919.403615660374, 'circuity_avg': 1.0570786840605675, 'self_loop_proportion': 0.007199424046076314, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0570786840605675\n", - "7065\n", - "11039452.31898499\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 921, 'm': 2438, 'k_avg': 5.294245385450597, 'intersection_count': 744, 'streets_per_node_avg': 2.6959826275787186, 'streets_per_node_counts': {0: 0, 1: 177, 2: 0, 3: 674, 4: 66, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19218241042345277, 2: 0.0, 3: 0.7318132464712269, 4: 0.07166123778501629, 5: 0.004343105320304018}, 'edge_length_total': 161593.1279999999, 'edge_length_avg': 66.28102050861358, 'street_length_total': 80796.56400000007, 'street_length_avg': 66.28102050861368, 'street_segments_count': 1219, 'node_density_km': 83.42805180797959, 'intersection_density_km': 67.39464771458937, 'edge_density_km': 14637.784858412018, 'street_density_km': 7318.89242920602, 'circuity_avg': 1.0999307538215497, 'self_loop_proportion': 0.004101722723543888, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0999307538215497\n", - "7066\n", - "6020943.0658243885\n", - "{'n': 329, 'm': 906, 'k_avg': 5.507598784194529, 'intersection_count': 272, 'streets_per_node_avg': 2.7933130699088147, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 228, 4: 42, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17325227963525835, 2: 0.0, 3: 0.6930091185410334, 4: 0.1276595744680851, 5: 0.0060790273556231}, 'edge_length_total': 75179.29399999998, 'edge_length_avg': 82.97935320088298, 'street_length_total': 37589.64699999999, 'street_length_avg': 82.97935320088298, 'street_segments_count': 453, 'node_density_km': 54.64260272903831, 'intersection_density_km': 45.17564724102863, 'edge_density_km': 12486.298770491101, 'street_density_km': 6243.149385245551, 'circuity_avg': 1.0489813244946826, 'self_loop_proportion': 0.002207505518763797, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0489813244946826\n", - "7067\n", - "9994162.832243847\n", - "{'n': 170, 'm': 522, 'k_avg': 6.141176470588236, 'intersection_count': 148, 'streets_per_node_avg': 3.223529411764706, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 66, 4: 82}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12941176470588237, 2: 0.0, 3: 0.38823529411764707, 4: 0.4823529411764706}, 'edge_length_total': 119371.87800000003, 'edge_length_avg': 228.6817586206897, 'street_length_total': 59685.939, 'street_length_avg': 228.68175862068966, 'street_segments_count': 261, 'node_density_km': 17.009928980898177, 'intersection_density_km': 14.808644053958412, 'edge_density_km': 11944.159806449657, 'street_density_km': 5972.079903224828, 'circuity_avg': 1.026145455305515, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.026145455305515\n", - "7068\n", - "5020904.380851381\n", - "{'n': 337, 'm': 838, 'k_avg': 4.973293768545994, 'intersection_count': 243, 'streets_per_node_avg': 2.513353115727003, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 220, 4: 22, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2789317507418398, 2: 0.0, 3: 0.6528189910979229, 4: 0.06528189910979229, 5: 0.002967359050445104}, 'edge_length_total': 68680.45599999995, 'edge_length_avg': 81.95758472553693, 'street_length_total': 34340.227999999996, 'street_length_avg': 81.95758472553698, 'street_segments_count': 419, 'node_density_km': 67.11938217450296, 'intersection_density_km': 48.397655395858216, 'edge_density_km': 13678.901407071606, 'street_density_km': 6839.450703535807, 'circuity_avg': 1.1345691963065119, 'self_loop_proportion': 0.007159904534606206, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1345691963065119\n", - "7069\n", - "23093227.726918668\n", - "{'n': 3031, 'm': 7970, 'k_avg': 5.258990432200594, 'intersection_count': 2433, 'streets_per_node_avg': 2.711976245463543, 'streets_per_node_counts': {0: 0, 1: 598, 2: 0, 3: 2122, 4: 299, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19729462223688551, 2: 0.0, 3: 0.7000989772352358, 4: 0.09864731111844276, 5: 0.00395908940943583}, 'edge_length_total': 543868.1970000012, 'edge_length_avg': 68.23942245922224, 'street_length_total': 277291.0779999992, 'street_length_avg': 67.88031285189699, 'street_segments_count': 4085, 'node_density_km': 131.25060021241245, 'intersection_density_km': 105.35556262514004, 'edge_density_km': 23550.982280664048, 'street_density_km': 12007.46302245027, 'circuity_avg': 1.094247930678574, 'self_loop_proportion': 0.002258469259723965, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.094247930678574\n", - "7070\n", - "6024122.863577517\n", - "{'n': 281, 'm': 792, 'k_avg': 5.637010676156583, 'intersection_count': 245, 'streets_per_node_avg': 2.903914590747331, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 203, 4: 39, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12811387900355872, 2: 0.0, 3: 0.7224199288256228, 4: 0.1387900355871886, 5: 0.010676156583629894}, 'edge_length_total': 76821.846, 'edge_length_avg': 96.99728030303031, 'street_length_total': 38410.923, 'street_length_avg': 96.99728030303031, 'street_segments_count': 396, 'node_density_km': 46.645794975224646, 'intersection_density_km': 40.669821241743904, 'edge_density_km': 12752.370384819507, 'street_density_km': 6376.185192409754, 'circuity_avg': 1.0836234411026646, 'self_loop_proportion': 0.007575757575757576, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0836234411026646\n", - "7071\n", - "11042762.196427431\n", - "{'n': 207, 'm': 550, 'k_avg': 5.314009661835748, 'intersection_count': 172, 'streets_per_node_avg': 2.753623188405797, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 154, 4: 17, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16908212560386474, 2: 0.0, 3: 0.7439613526570048, 4: 0.0821256038647343, 5: 0.004830917874396135}, 'edge_length_total': 72931.01000000002, 'edge_length_avg': 132.6018363636364, 'street_length_total': 36465.505, 'street_length_avg': 132.60183636363635, 'street_segments_count': 275, 'node_density_km': 18.74530994310182, 'intersection_density_km': 15.575813092818903, 'edge_density_km': 6604.4173280843415, 'street_density_km': 3302.2086640421694, 'circuity_avg': 1.1298654297994724, 'self_loop_proportion': 0.01090909090909091, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1298654297994724\n", - "7072\n", - "37974631.85439682\n", - "{'n': 1586, 'm': 4332, 'k_avg': 5.462799495586381, 'intersection_count': 1277, 'streets_per_node_avg': 2.8581336696090793, 'streets_per_node_counts': {0: 0, 1: 309, 2: 0, 3: 892, 4: 380, 5: 3, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1948297604035309, 2: 0.0, 3: 0.562421185372005, 4: 0.23959646910466584, 5: 0.0018915510718789407, 6: 0.0006305170239596469, 7: 0.0006305170239596469}, 'edge_length_total': 571580.7690000016, 'edge_length_avg': 131.94385249307516, 'street_length_total': 296456.5920000002, 'street_length_avg': 132.99981695827734, 'street_segments_count': 2229, 'node_density_km': 41.76472351545307, 'intersection_density_km': 33.62771243961763, 'edge_density_km': 15051.64740481407, 'street_density_km': 7806.700882227921, 'circuity_avg': 1.0441270445970632, 'self_loop_proportion': 0.002770083102493075, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0441270445970632\n", - "7073\n", - "7026133.12899196\n", - "{'n': 676, 'm': 1764, 'k_avg': 5.218934911242603, 'intersection_count': 534, 'streets_per_node_avg': 2.63905325443787, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 494, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21005917159763313, 2: 0.0, 3: 0.7307692307692307, 4: 0.05917159763313609}, 'edge_length_total': 133975.20000000036, 'edge_length_avg': 75.94965986394578, 'street_length_total': 66987.60000000006, 'street_length_avg': 75.94965986394566, 'street_segments_count': 882, 'node_density_km': 96.21223902100839, 'intersection_density_km': 76.00197579470189, 'edge_density_km': 19068.127167584968, 'street_density_km': 9534.063583792467, 'circuity_avg': 1.0876193050180298, 'self_loop_proportion': 0.005668934240362812, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0876193050180298\n", - "7074\n", - "4016609.532015995\n", - "{'n': 15, 'm': 30, 'k_avg': 4.0, 'intersection_count': 8, 'streets_per_node_avg': 2.066666666666667, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4666666666666667, 2: 0.0, 3: 0.5333333333333333}, 'edge_length_total': 4078.2100000000005, 'edge_length_avg': 135.94033333333334, 'street_length_total': 2039.1050000000002, 'street_length_avg': 135.94033333333334, 'street_segments_count': 15, 'node_density_km': 3.734492954925415, 'intersection_density_km': 1.9917295759602214, 'edge_density_km': 1015.3364342470919, 'street_density_km': 507.66821712354596, 'circuity_avg': 1.0673113627555508, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673113627555508\n", - "7075\n", - "2008099.321117795\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 43, 'm': 114, 'k_avg': 5.3023255813953485, 'intersection_count': 34, 'streets_per_node_avg': 2.697674418604651, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 29, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20930232558139536, 2: 0.0, 3: 0.6744186046511628, 4: 0.11627906976744186}, 'edge_length_total': 12814.666000000008, 'edge_length_avg': 112.40935087719305, 'street_length_total': 6407.333000000001, 'street_length_avg': 112.409350877193, 'street_segments_count': 57, 'node_density_km': 21.413283470493052, 'intersection_density_km': 16.931433441785202, 'edge_density_km': 6381.490131109058, 'street_density_km': 3190.7450655545276, 'circuity_avg': 1.0571284598133326, 'self_loop_proportion': 0.017543859649122806, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571284598133326\n", - "7076\n", - "33975914.30263344\n", - "{'n': 1891, 'm': 5102, 'k_avg': 5.396086726599683, 'intersection_count': 1500, 'streets_per_node_avg': 2.77683765203596, 'streets_per_node_counts': {0: 0, 1: 391, 2: 1, 3: 1144, 4: 350, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20676890534108938, 2: 0.0005288207297726071, 3: 0.6049709148598625, 4: 0.1850872554204125, 5: 0.0021152829190904283, 6: 0.0005288207297726071}, 'edge_length_total': 594143.7589999988, 'edge_length_avg': 116.45310838886688, 'street_length_total': 302066.092, 'street_length_avg': 116.35827889060093, 'street_segments_count': 2596, 'node_density_km': 55.65707468992028, 'intersection_density_km': 44.14892228179821, 'edge_density_km': 17487.20442687093, 'street_density_km': 8890.594946449672, 'circuity_avg': 1.0575657751930332, 'self_loop_proportion': 0.0027440219521756176, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0575657751930332\n", - "7077\n", - "5014263.927284958\n", - "{'n': 476, 'm': 1098, 'k_avg': 4.61344537815126, 'intersection_count': 307, 'streets_per_node_avg': 2.3403361344537816, 'streets_per_node_counts': {0: 0, 1: 169, 2: 0, 3: 283, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3550420168067227, 2: 0.0, 3: 0.5945378151260504, 4: 0.05042016806722689}, 'edge_length_total': 69328.73499999994, 'edge_length_avg': 63.14092440801452, 'street_length_total': 34870.29999999997, 'street_length_avg': 63.2854809437386, 'street_segments_count': 551, 'node_density_km': 94.92918739475621, 'intersection_density_km': 61.22533724829865, 'edge_density_km': 13826.30352238737, 'street_density_km': 6954.221099183538, 'circuity_avg': 1.1398619422862608, 'self_loop_proportion': 0.0036429872495446266, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1398619422862608\n", - "7078\n", - "10993263.957048172\n", - "{'n': 311, 'm': 941, 'k_avg': 6.051446945337621, 'intersection_count': 266, 'streets_per_node_avg': 3.180064308681672, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 121, 4: 144, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14469453376205788, 2: 0.0, 3: 0.3890675241157556, 4: 0.4630225080385852, 5: 0.003215434083601286}, 'edge_length_total': 167496.5589999999, 'edge_length_avg': 177.99846865037182, 'street_length_total': 84347.923, 'street_length_avg': 176.460089958159, 'street_segments_count': 478, 'node_density_km': 28.290051181806366, 'intersection_density_km': 24.19663541595014, 'edge_density_km': 15236.290118605939, 'street_density_km': 7672.6915072317115, 'circuity_avg': 1.0112930219623817, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0112930219623817\n", - "7079\n", - "18058655.606740866\n", - "{'n': 1532, 'm': 4359, 'k_avg': 5.690600522193211, 'intersection_count': 1323, 'streets_per_node_avg': 2.941906005221932, 'streets_per_node_counts': {0: 0, 1: 209, 2: 0, 3: 1008, 4: 303, 5: 10, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13642297650130547, 2: 0.0, 3: 0.6579634464751958, 4: 0.19778067885117492, 5: 0.006527415143603133, 6: 0.0013054830287206266}, 'edge_length_total': 396265.93800000043, 'edge_length_avg': 90.90753337921552, 'street_length_total': 202264.79199999984, 'street_length_avg': 90.86468643306372, 'street_segments_count': 2226, 'node_density_km': 84.83466506931673, 'intersection_density_km': 73.2612675500692, 'edge_density_km': 21943.26901345213, 'street_density_km': 11200.434650545038, 'circuity_avg': 1.067426849593282, 'self_loop_proportion': 0.006423491626519844, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067426849593282\n", - "7080\n", - "10993958.269148069\n", - "{'n': 333, 'm': 941, 'k_avg': 5.651651651651652, 'intersection_count': 292, 'streets_per_node_avg': 2.996996996996997, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 212, 4: 79, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12312312312312312, 2: 0.0, 3: 0.6366366366366366, 4: 0.23723723723723725, 5: 0.003003003003003003}, 'edge_length_total': 149157.4569999998, 'edge_length_avg': 158.50951859723676, 'street_length_total': 76478.91900000002, 'street_length_avg': 158.99983160083164, 'street_segments_count': 481, 'node_density_km': 30.289363652987966, 'intersection_density_km': 26.56004260262008, 'edge_density_km': 13567.220590474202, 'street_density_km': 6956.449817953187, 'circuity_avg': 1.034568308211376, 'self_loop_proportion': 0.0021253985122210413, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034568308211376\n", - "7081\n", - "14037018.024901414\n", - "{'n': 1752, 'm': 5009, 'k_avg': 5.718036529680365, 'intersection_count': 1499, 'streets_per_node_avg': 2.9452054794520546, 'streets_per_node_counts': {0: 0, 1: 253, 2: 0, 3: 1106, 4: 377, 5: 15, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14440639269406394, 2: 0.0, 3: 0.6312785388127854, 4: 0.2151826484018265, 5: 0.008561643835616438, 6: 0.0005707762557077625}, 'edge_length_total': 310167.0989999997, 'edge_length_avg': 61.92196027151122, 'street_length_total': 157709.41200000016, 'street_length_avg': 61.70164788732401, 'street_segments_count': 2556, 'node_density_km': 124.8128339574676, 'intersection_density_km': 106.78906284374654, 'edge_density_km': 22096.366795979666, 'street_density_km': 11235.250372994216, 'circuity_avg': 1.0572293407772517, 'self_loop_proportion': 0.002395687762028349, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0572293407772517\n", - "7082\n", - "7018529.297334358\n", - "{'n': 292, 'm': 820, 'k_avg': 5.616438356164384, 'intersection_count': 239, 'streets_per_node_avg': 2.941780821917808, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 153, 4: 83, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1815068493150685, 2: 0.0, 3: 0.523972602739726, 4: 0.2842465753424658, 5: 0.010273972602739725}, 'edge_length_total': 102873.15800000007, 'edge_length_avg': 125.4550707317074, 'street_length_total': 51436.57899999997, 'street_length_avg': 125.45507073170724, 'street_segments_count': 410, 'node_density_km': 41.60415774155161, 'intersection_density_km': 34.05271815147546, 'edge_density_km': 14657.36675617659, 'street_density_km': 7328.683378088286, 'circuity_avg': 1.0667064339272854, 'self_loop_proportion': 0.004878048780487805, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0667064339272854\n", - "7083\n", - "8994757.51729417\n", - "{'n': 197, 'm': 618, 'k_avg': 6.274111675126903, 'intersection_count': 183, 'streets_per_node_avg': 3.33502538071066, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 89, 4: 94}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07106598984771574, 2: 0.0, 3: 0.4517766497461929, 4: 0.47715736040609136}, 'edge_length_total': 111087.02000000008, 'edge_length_avg': 179.75245954692568, 'street_length_total': 55543.51000000001, 'street_length_avg': 179.7524595469256, 'street_segments_count': 309, 'node_density_km': 21.90164655592207, 'intersection_density_km': 20.345184364130652, 'edge_density_km': 12350.196187769785, 'street_density_km': 6175.09809388489, 'circuity_avg': 1.0130868731163387, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0130868731163387\n", - "7084\n", - "33089094.81261905\n", - "{'n': 2977, 'm': 8583, 'k_avg': 5.766207591535102, 'intersection_count': 2597, 'streets_per_node_avg': 3.051058112193483, 'streets_per_node_counts': {0: 0, 1: 380, 2: 4, 3: 1692, 4: 886, 5: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12764528048370843, 2: 0.0013436345314074571, 3: 0.5683574067853544, 4: 0.29761504870675176, 5: 0.0050386294927779645}, 'edge_length_total': 694845.0749999998, 'edge_length_avg': 80.95596819293951, 'street_length_total': 357329.1409999997, 'street_length_avg': 79.88579052090313, 'street_segments_count': 4473, 'node_density_km': 89.9692184648301, 'intersection_density_km': 78.48507233898683, 'edge_density_km': 20999.216779269816, 'street_density_km': 10799.000184910667, 'circuity_avg': 1.0638260638001218, 'self_loop_proportion': 0.002330187580100198, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0638260638001218\n", - "7085\n", - "5996378.646233724\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 129, 'm': 432, 'k_avg': 6.6976744186046515, 'intersection_count': 126, 'streets_per_node_avg': 3.627906976744186, 'streets_per_node_counts': {0: 0, 1: 3, 2: 0, 3: 39, 4: 87}, 'streets_per_node_proportion': {0: 0.0, 1: 0.023255813953488372, 2: 0.0, 3: 0.3023255813953488, 4: 0.6744186046511628}, 'edge_length_total': 84726.69800000013, 'edge_length_avg': 196.12661574074104, 'street_length_total': 42363.34900000001, 'street_length_avg': 196.1266157407408, 'street_segments_count': 216, 'node_density_km': 21.51298435448599, 'intersection_density_km': 21.01268239275376, 'edge_density_km': 14129.644406831492, 'street_density_km': 7064.822203415736, 'circuity_avg': 1.0032416720239448, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0032416720239448\n", - "7086\n", - "16051575.832417196\n", - "{'n': 1899, 'm': 5812, 'k_avg': 6.121116377040548, 'intersection_count': 1692, 'streets_per_node_avg': 3.1137440758293837, 'streets_per_node_counts': {0: 0, 1: 207, 2: 0, 3: 1075, 4: 606, 5: 10, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10900473933649289, 2: 0.0, 3: 0.5660874144286466, 4: 0.31911532385466035, 5: 0.0052659294365455505, 6: 0.0, 7: 0.000526592943654555}, 'edge_length_total': 433382.3369999991, 'edge_length_avg': 74.56681641431506, 'street_length_total': 217639.52699999989, 'street_length_avg': 74.66193036020579, 'street_segments_count': 2915, 'node_density_km': 118.30614139235144, 'intersection_density_km': 105.41021128797189, 'edge_density_km': 26999.363895771246, 'street_density_km': 13558.763904068706, 'circuity_avg': 1.065068719551773, 'self_loop_proportion': 0.0017205781142463868, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065068719551773\n", - "7087\n", - "4011411.8556364793\n", - "{'n': 180, 'm': 550, 'k_avg': 6.111111111111111, 'intersection_count': 161, 'streets_per_node_avg': 3.227777777777778, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 84, 4: 75, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10555555555555556, 2: 0.0, 3: 0.4666666666666667, 4: 0.4166666666666667, 5: 0.011111111111111112}, 'edge_length_total': 68012.53599999995, 'edge_length_avg': 123.65915636363627, 'street_length_total': 34006.268000000025, 'street_length_avg': 123.65915636363646, 'street_segments_count': 275, 'node_density_km': 44.87198185523633, 'intersection_density_km': 40.13549488162805, 'edge_density_km': 16954.762674003363, 'street_density_km': 8477.381337001694, 'circuity_avg': 1.020625307355863, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.020625307355863\n", - "7088\n", - "17988731.914023086\n", - "{'n': 1133, 'm': 3343, 'k_avg': 5.901147396293028, 'intersection_count': 998, 'streets_per_node_avg': 3.0626654898499557, 'streets_per_node_counts': {0: 0, 1: 135, 2: 0, 3: 667, 4: 322, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11915269196822595, 2: 0.0, 3: 0.588702559576346, 4: 0.28420123565754635, 5: 0.00706090026478376, 6: 0.00088261253309797}, 'edge_length_total': 382272.36600000056, 'edge_length_avg': 114.35009452587514, 'street_length_total': 193718.54400000037, 'street_length_avg': 113.41835128805643, 'street_segments_count': 1708, 'node_density_km': 62.983872649565235, 'intersection_density_km': 55.47917467278562, 'edge_density_km': 21250.656679251566, 'street_density_km': 10768.882705344415, 'circuity_avg': 1.042245290595359, 'self_loop_proportion': 0.0017947950942267424, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042245290595359\n", - "7089\n", - "10028217.458487324\n", - "{'n': 2485, 'm': 6955, 'k_avg': 5.597585513078471, 'intersection_count': 2069, 'streets_per_node_avg': 2.8535211267605636, 'streets_per_node_counts': {0: 0, 1: 416, 2: 3, 3: 1605, 4: 452, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16740442655935614, 2: 0.0012072434607645875, 3: 0.6458752515090543, 4: 0.1818913480885312, 5: 0.0032193158953722333, 6: 0.00040241448692152917}, 'edge_length_total': 388270.68499999936, 'edge_length_avg': 55.826122933141534, 'street_length_total': 195357.59099999996, 'street_length_avg': 55.68916505131128, 'street_segments_count': 3508, 'node_density_km': 247.80076920817413, 'intersection_density_km': 206.31782353791237, 'edge_density_km': 38717.816661563185, 'street_density_km': 19480.789263764935, 'circuity_avg': 1.0725915250613782, 'self_loop_proportion': 0.0023005032350826744, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0725915250613782\n", - "7090\n", - "29081872.878678013\n", - "{'n': 2588, 'm': 7002, 'k_avg': 5.41112828438949, 'intersection_count': 2088, 'streets_per_node_avg': 2.774729520865533, 'streets_per_node_counts': {0: 0, 1: 500, 2: 1, 3: 1678, 4: 401, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19319938176197837, 2: 0.0003863987635239567, 3: 0.6483771251931993, 4: 0.15494590417310664, 5: 0.002704791344667697, 6: 0.0003863987635239567}, 'edge_length_total': 603315.666999998, 'edge_length_avg': 86.16333433304742, 'street_length_total': 306072.2449999987, 'street_length_avg': 86.09627144866349, 'street_segments_count': 3555, 'node_density_km': 88.9901420997355, 'intersection_density_km': 71.79730166315599, 'edge_density_km': 20745.419991238996, 'street_density_km': 10524.50254070129, 'circuity_avg': 1.069013729362035, 'self_loop_proportion': 0.00485575549842902, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069013729362035\n", - "7091\n", - "10995638.087291807\n", - "{'n': 187, 'm': 488, 'k_avg': 5.219251336898396, 'intersection_count': 159, 'streets_per_node_avg': 2.8663101604278074, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 128, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1497326203208556, 2: 0.0, 3: 0.6844919786096256, 4: 0.1657754010695187}, 'edge_length_total': 104748.42399999998, 'edge_length_avg': 214.64840983606555, 'street_length_total': 52374.21199999997, 'street_length_avg': 214.64840983606544, 'street_segments_count': 244, 'node_density_km': 17.00674381199623, 'intersection_density_km': 14.460279497900537, 'edge_density_km': 9526.361559777311, 'street_density_km': 4763.180779888653, 'circuity_avg': 1.0388938175970783, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0388938175970783\n", - "7092\n", - "7022883.96331539\n", - "{'n': 1863, 'm': 4370, 'k_avg': 4.691358024691358, 'intersection_count': 1242, 'streets_per_node_avg': 2.418679549114332, 'streets_per_node_counts': {0: 0, 1: 621, 2: 0, 3: 1088, 4: 149, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5840042941492217, 4: 0.07997852925389157, 5: 0.0026838432635534087}, 'edge_length_total': 182777.46900000007, 'edge_length_avg': 41.82550778032038, 'street_length_total': 93124.27699999996, 'street_length_avg': 41.89126270805216, 'street_segments_count': 2223, 'node_density_km': 265.2756345870917, 'intersection_density_km': 176.85042305806115, 'edge_density_km': 26025.984475146273, 'street_density_km': 13260.118989070907, 'circuity_avg': 1.0513184649584582, 'self_loop_proportion': 0.0009153318077803204, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0513184649584582\n", - "7093\n", - "5014889.775429379\n", - "{'n': 185, 'm': 478, 'k_avg': 5.167567567567567, 'intersection_count': 141, 'streets_per_node_avg': 2.6864864864864866, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 111, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23783783783783785, 2: 0.0, 3: 0.6, 4: 0.16216216216216217}, 'edge_length_total': 53152.95400000002, 'edge_length_avg': 111.1986485355649, 'street_length_total': 26576.477, 'street_length_avg': 111.19864853556484, 'street_segments_count': 239, 'node_density_km': 36.890142811595524, 'intersection_density_km': 28.116271007756588, 'edge_density_km': 10599.027372530638, 'street_density_km': 5299.513686265317, 'circuity_avg': 1.0553384960370198, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0553384960370198\n", - "7094\n", - "8993219.596331194\n", - "{'n': 535, 'm': 1424, 'k_avg': 5.323364485981308, 'intersection_count': 449, 'streets_per_node_avg': 2.8149532710280374, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 377, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16074766355140188, 2: 0.0, 3: 0.7046728971962617, 4: 0.13271028037383178, 5: 0.001869158878504673}, 'edge_length_total': 152591.36999999973, 'edge_length_avg': 107.15686095505599, 'street_length_total': 82671.096, 'street_length_avg': 111.56693117408908, 'street_segments_count': 741, 'node_density_km': 59.48926235697108, 'intersection_density_km': 49.92650242669162, 'edge_density_km': 16967.379520260994, 'street_density_km': 9192.60283978008, 'circuity_avg': 1.0824342397052804, 'self_loop_proportion': 0.004213483146067416, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0824342397052804\n", - "7095\n", - "9028809.44546496\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 479, 'm': 1192, 'k_avg': 4.977035490605428, 'intersection_count': 350, 'streets_per_node_avg': 2.5302713987473906, 'streets_per_node_counts': {0: 0, 1: 129, 2: 0, 3: 318, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26931106471816285, 2: 0.0, 3: 0.6638830897703549, 4: 0.06471816283924843, 5: 0.0020876826722338203}, 'edge_length_total': 113712.14399999997, 'edge_length_avg': 95.39609395973152, 'street_length_total': 56856.07200000005, 'street_length_avg': 95.39609395973163, 'street_segments_count': 596, 'node_density_km': 53.05239886755997, 'intersection_density_km': 38.764800842684735, 'edge_density_km': 12594.367473013392, 'street_density_km': 6297.183736506703, 'circuity_avg': 1.0653095088296163, 'self_loop_proportion': 0.0016778523489932886, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0653095088296163\n", - "7096\n", - "7022723.070420063\n", - "{'n': 322, 'm': 864, 'k_avg': 5.366459627329193, 'intersection_count': 252, 'streets_per_node_avg': 2.7732919254658386, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 187, 4: 63, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21739130434782608, 2: 0.0, 3: 0.5807453416149069, 4: 0.1956521739130435, 5: 0.006211180124223602}, 'edge_length_total': 109202.74000000003, 'edge_length_avg': 126.39206018518523, 'street_length_total': 54700.79999999994, 'street_length_avg': 126.32979214780586, 'street_segments_count': 433, 'node_density_km': 45.85116012281254, 'intersection_density_km': 35.88351661785329, 'edge_density_km': 15549.914029782196, 'street_density_km': 7789.115340515345, 'circuity_avg': 1.072166469161027, 'self_loop_proportion': 0.006944444444444444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072166469161027\n", - "7097\n", - "10004906.413334243\n", - "{'n': 83, 'm': 236, 'k_avg': 5.686746987951807, 'intersection_count': 73, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 54, 4: 18, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12048192771084337, 2: 0.0, 3: 0.6506024096385542, 4: 0.21686746987951808, 5: 0.012048192771084338}, 'edge_length_total': 65402.88200000004, 'edge_length_avg': 277.1308559322036, 'street_length_total': 32701.440999999973, 'street_length_avg': 277.1308559322032, 'street_segments_count': 118, 'node_density_km': 8.295929674002753, 'intersection_density_km': 7.2964200747253125, 'edge_density_km': 6537.080837940975, 'street_density_km': 3268.5404189704823, 'circuity_avg': 1.049750523241554, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049750523241554\n", - "7098\n", - "8995361.979067529\n", - "{'n': 284, 'm': 808, 'k_avg': 5.690140845070423, 'intersection_count': 257, 'streets_per_node_avg': 3.0809859154929575, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 181, 4: 75, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09507042253521127, 2: 0.0, 3: 0.6373239436619719, 4: 0.2640845070422535, 5: 0.0035211267605633804}, 'edge_length_total': 116084.1399999999, 'edge_length_avg': 143.66849009900977, 'street_length_total': 58415.67699999998, 'street_length_avg': 140.08555635491604, 'street_segments_count': 417, 'node_density_km': 31.571825643134357, 'intersection_density_km': 28.570278839033556, 'edge_density_km': 12904.888126807025, 'street_density_km': 6493.97735587906, 'circuity_avg': 1.0188820032197832, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0188820032197832\n", - "7099\n", - "6016543.564629781\n", - "{'n': 173, 'm': 452, 'k_avg': 5.22543352601156, 'intersection_count': 134, 'streets_per_node_avg': 2.653179190751445, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 116, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2254335260115607, 2: 0.0, 3: 0.6705202312138728, 4: 0.10404624277456648}, 'edge_length_total': 61187.54, 'edge_length_avg': 135.37066371681416, 'street_length_total': 30593.769999999997, 'street_length_avg': 135.37066371681414, 'street_segments_count': 226, 'node_density_km': 28.75405091671522, 'intersection_density_km': 22.27192383144416, 'edge_density_km': 10169.88231577196, 'street_density_km': 5084.94115788598, 'circuity_avg': 1.0621105113566387, 'self_loop_proportion': 0.004424778761061947, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0621105113566387\n", - "7100\n", - "25981027.386461794\n", - "{'n': 1265, 'm': 3445, 'k_avg': 5.446640316205533, 'intersection_count': 1021, 'streets_per_node_avg': 2.7905138339920947, 'streets_per_node_counts': {0: 0, 1: 244, 2: 0, 3: 805, 4: 211, 5: 3, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19288537549407114, 2: 0.0, 3: 0.6363636363636364, 4: 0.16679841897233202, 5: 0.0023715415019762848, 6: 0.0015810276679841897}, 'edge_length_total': 489381.2450000001, 'edge_length_avg': 142.05551378809872, 'street_length_total': 245834.77999999956, 'street_length_avg': 142.01893703061788, 'street_segments_count': 1731, 'node_density_km': 48.689375565616274, 'intersection_density_km': 39.297907077070526, 'edge_density_km': 18836.10057910978, 'street_density_km': 9462.088482617099, 'circuity_avg': 1.0608818954008141, 'self_loop_proportion': 0.0052249637155297535, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0608818954008141\n", - "7101\n", - "22062541.00808958\n", - "{'n': 978, 'm': 2558, 'k_avg': 5.231083844580777, 'intersection_count': 737, 'streets_per_node_avg': 2.6564417177914113, 'streets_per_node_counts': {0: 0, 1: 241, 2: 0, 3: 591, 4: 146}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24642126789366053, 2: 0.0, 3: 0.6042944785276073, 4: 0.1492842535787321}, 'edge_length_total': 279482.0799999996, 'edge_length_avg': 109.25804534792792, 'street_length_total': 139741.0400000001, 'street_length_avg': 109.25804534792815, 'street_segments_count': 1279, 'node_density_km': 44.32852950353275, 'intersection_density_km': 33.40503705941067, 'edge_density_km': 12667.719457043642, 'street_density_km': 6333.859728521835, 'circuity_avg': 1.0712216618476496, 'self_loop_proportion': 0.00547302580140735, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0712216618476496\n", - "7102\n", - "16988508.146122742\n", - "{'n': 285, 'm': 786, 'k_avg': 5.515789473684211, 'intersection_count': 240, 'streets_per_node_avg': 2.8947368421052633, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 180, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15789473684210525, 2: 0.0, 3: 0.631578947368421, 4: 0.21052631578947367}, 'edge_length_total': 170112.246, 'edge_length_avg': 216.4277938931298, 'street_length_total': 85056.1230000001, 'street_length_avg': 216.42779389313, 'street_segments_count': 393, 'node_density_km': 16.77604634548473, 'intersection_density_km': 14.127196922513455, 'edge_density_km': 10013.371659054385, 'street_density_km': 5006.685829527197, 'circuity_avg': 1.0408374752239824, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0408374752239824\n", - "7103\n", - "31088246.94782299\n", - "{'n': 3396, 'm': 9471, 'k_avg': 5.57773851590106, 'intersection_count': 2812, 'streets_per_node_avg': 2.8610129564193167, 'streets_per_node_counts': {0: 0, 1: 584, 2: 0, 3: 2127, 4: 674, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17196702002355713, 2: 0.0, 3: 0.6263250883392226, 4: 0.19846878680800942, 5: 0.0032391048292108363}, 'edge_length_total': 686634.7990000021, 'edge_length_avg': 72.49865895892748, 'street_length_total': 348505.64599999983, 'street_length_avg': 72.1543780538302, 'street_segments_count': 4830, 'node_density_km': 109.23742357359944, 'intersection_density_km': 90.45218936659647, 'edge_density_km': 22086.63615392713, 'street_density_km': 11210.20579207682, 'circuity_avg': 1.0630051426551876, 'self_loop_proportion': 0.0026396367859782494, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630051426551876\n", - "7104\n", - "74970243.86675727\n", - "{'n': 5382, 'm': 14878, 'k_avg': 5.528799702712746, 'intersection_count': 4583, 'streets_per_node_avg': 2.9212188777406167, 'streets_per_node_counts': {0: 0, 1: 799, 2: 2, 3: 3425, 4: 1141, 5: 12, 6: 2, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14845782237086586, 2: 0.0003716090672612412, 3: 0.6363805276848755, 4: 0.21200297287253808, 5: 0.002229654403567447, 6: 0.0003716090672612412, 7: 0.0, 8: 0.0001858045336306206}, 'edge_length_total': 1428514.592999996, 'edge_length_avg': 96.01523007124587, 'street_length_total': 742152.9839999982, 'street_length_avg': 95.68759463641028, 'street_segments_count': 7756, 'node_density_km': 71.78848196846329, 'intersection_density_km': 61.13092026411506, 'edge_density_km': 19054.421051889054, 'street_density_km': 9899.300652122834, 'circuity_avg': 1.0658373902456106, 'self_loop_proportion': 0.002218040059147735, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0658373902456106\n", - "7105\n", - "154340478.64570564\n", - "error with entry 7105\n", - "7106\n", - "7994869.347562347\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 409, 'm': 1061, 'k_avg': 5.188264058679707, 'intersection_count': 332, 'streets_per_node_avg': 2.7237163814180927, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 294, 4: 35, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1882640586797066, 2: 0.0, 3: 0.7188264058679706, 4: 0.08557457212713937, 5: 0.007334963325183374}, 'edge_length_total': 114593.96099999998, 'edge_length_avg': 108.00561828463712, 'street_length_total': 57305.81999999994, 'street_length_avg': 107.9205649717513, 'street_segments_count': 531, 'node_density_km': 51.157809117256555, 'intersection_density_km': 41.52663233968014, 'edge_density_km': 14333.43761082724, 'street_density_km': 7167.824451999658, 'circuity_avg': 1.0695855697904577, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0695855697904577\n", - "7107\n", - "12027705.30532504\n", - "{'n': 483, 'm': 1180, 'k_avg': 4.886128364389234, 'intersection_count': 347, 'streets_per_node_avg': 2.5134575569358177, 'streets_per_node_counts': {0: 0, 1: 136, 2: 0, 3: 312, 4: 33, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2815734989648033, 2: 0.0, 3: 0.6459627329192547, 4: 0.06832298136645963, 5: 0.004140786749482402}, 'edge_length_total': 165224.8179999997, 'edge_length_avg': 140.02103220338958, 'street_length_total': 82612.40899999996, 'street_length_avg': 140.02103220338975, 'street_segments_count': 590, 'node_density_km': 40.15728584455431, 'intersection_density_km': 28.850058360373385, 'edge_density_km': 13737.019140870496, 'street_density_km': 6868.509570435257, 'circuity_avg': 1.086605920082766, 'self_loop_proportion': 0.001694915254237288, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.086605920082766\n", - "7108\n", - "31978285.23637124\n", - "{'n': 3377, 'm': 9171, 'k_avg': 5.431448030796565, 'intersection_count': 2720, 'streets_per_node_avg': 2.7950843944329287, 'streets_per_node_counts': {0: 0, 1: 657, 2: 5, 3: 2105, 4: 594, 5: 15, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19455137696180042, 2: 0.0014806040864672786, 3: 0.6233343204027243, 4: 0.1758957654723127, 5: 0.004441812259401836, 6: 0.0002961208172934557}, 'edge_length_total': 758533.0290000028, 'edge_length_avg': 82.70995845600292, 'street_length_total': 387829.50500000035, 'street_length_avg': 82.90498182984189, 'street_segments_count': 4678, 'node_density_km': 105.60291069513292, 'intersection_density_km': 85.05771900822077, 'edge_density_km': 23720.25339674148, 'street_density_km': 12127.90186006889, 'circuity_avg': 1.0676718832675878, 'self_loop_proportion': 0.0030531021698833277, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0676718832675878\n", - "7109\n", - "6013570.450225693\n", - "{'n': 107, 'm': 252, 'k_avg': 4.710280373831775, 'intersection_count': 73, 'streets_per_node_avg': 2.485981308411215, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 60, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3177570093457944, 2: 0.0, 3: 0.5607476635514018, 4: 0.12149532710280374}, 'edge_length_total': 44594.24400000004, 'edge_length_avg': 176.96128571428588, 'street_length_total': 22297.121999999992, 'street_length_avg': 176.96128571428565, 'street_segments_count': 126, 'node_density_km': 17.793089959723382, 'intersection_density_km': 12.139210907100999, 'edge_density_km': 7415.601824092108, 'street_density_km': 3707.800912046049, 'circuity_avg': 1.1430714783481826, 'self_loop_proportion': 0.007936507936507936, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1430714783481826\n", - "7110\n", - "291766855.10219145\n", - "error with entry 7110\n", - "7111\n", - "15034177.022418842\n", - "{'n': 1232, 'm': 3479, 'k_avg': 5.6477272727272725, 'intersection_count': 1038, 'streets_per_node_avg': 2.916396103896104, 'streets_per_node_counts': {0: 0, 1: 194, 2: 0, 3: 760, 4: 272, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15746753246753248, 2: 0.0, 3: 0.6168831168831169, 4: 0.22077922077922077, 5: 0.004058441558441558, 6: 0.0008116883116883117}, 'edge_length_total': 323811.54500000016, 'edge_length_avg': 93.07604052888766, 'street_length_total': 163296.7490000001, 'street_length_avg': 92.6243613159388, 'street_segments_count': 1763, 'node_density_km': 81.94662056744787, 'intersection_density_km': 69.04268843263871, 'edge_density_km': 21538.36186158611, 'street_density_km': 10861.701891396737, 'circuity_avg': 1.0632334219331236, 'self_loop_proportion': 0.002874389192296637, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0632334219331236\n", - "7112\n", - "12995354.422345707\n", - "{'n': 1280, 'm': 3508, 'k_avg': 5.48125, 'intersection_count': 1033, 'streets_per_node_avg': 2.80625, 'streets_per_node_counts': {0: 0, 1: 247, 2: 0, 3: 792, 4: 236, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19296875, 2: 0.0, 3: 0.61875, 4: 0.184375, 5: 0.00390625}, 'edge_length_total': 281893.98199999944, 'edge_length_avg': 80.35746351197247, 'street_length_total': 141794.96599999993, 'street_length_avg': 80.06491586674191, 'street_segments_count': 1771, 'node_density_km': 98.49673647984704, 'intersection_density_km': 79.48994436225155, 'edge_density_km': 21691.904109616164, 'street_density_km': 10911.204218961611, 'circuity_avg': 1.0559903207153782, 'self_loop_proportion': 0.0011402508551881414, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0559903207153782\n", - "7113\n", - "32070835.31750839\n", - "error with entry 7113\n", - "7114\n", - "12994256.573901746\n", - "{'n': 180, 'm': 550, 'k_avg': 6.111111111111111, 'intersection_count': 169, 'streets_per_node_avg': 3.172222222222222, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 116, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06111111111111111, 2: 0.0, 3: 0.6444444444444445, 4: 0.29444444444444445}, 'edge_length_total': 122159.90799999994, 'edge_length_avg': 222.10892363636353, 'street_length_total': 61079.954000000005, 'street_length_avg': 222.10892363636364, 'street_segments_count': 275, 'node_density_km': 13.852273808531699, 'intersection_density_km': 13.005745964676985, 'edge_density_km': 9401.069411339116, 'street_density_km': 4700.534705669561, 'circuity_avg': 1.0195201283441984, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0195201283441984\n", - "7115\n", - "13035672.595719315\n", - "{'n': 476, 'm': 1202, 'k_avg': 5.050420168067227, 'intersection_count': 345, 'streets_per_node_avg': 2.600840336134454, 'streets_per_node_counts': {0: 0, 1: 131, 2: 0, 3: 274, 4: 70, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27521008403361347, 2: 0.0, 3: 0.5756302521008403, 4: 0.14705882352941177, 5: 0.0021008403361344537}, 'edge_length_total': 182879.31599999993, 'edge_length_avg': 152.14585357737099, 'street_length_total': 91439.65800000002, 'street_length_avg': 152.1458535773711, 'street_segments_count': 601, 'node_density_km': 36.51518527370118, 'intersection_density_km': 26.465838066022915, 'edge_density_km': 14029.143080814585, 'street_density_km': 7014.571540407297, 'circuity_avg': 1.0492232508043302, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0492232508043302\n", - "7116\n", - "23980096.102916326\n", - "{'n': 1009, 'm': 2701, 'k_avg': 5.353815659068385, 'intersection_count': 799, 'streets_per_node_avg': 2.7561942517343905, 'streets_per_node_counts': {0: 0, 1: 210, 2: 0, 3: 629, 4: 169, 5: 0, 6: 0, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20812685827552033, 2: 0.0, 3: 0.6233894945490585, 4: 0.16749256689791872, 5: 0.0, 6: 0.0, 7: 0.0, 8: 0.0009910802775024777}, 'edge_length_total': 378944.01999999874, 'edge_length_avg': 140.2976749352087, 'street_length_total': 191468.0500000003, 'street_length_avg': 139.96202485380138, 'street_segments_count': 1368, 'node_density_km': 42.07656198163822, 'intersection_density_km': 33.319299329364654, 'edge_density_km': 15802.439588801883, 'street_density_km': 7984.457158898334, 'circuity_avg': 1.09416783290703, 'self_loop_proportion': 0.0033320992225101815, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.09416783290703\n", - "7117\n", - "158464957.20544302\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 10188, 'm': 27656, 'k_avg': 5.429132312524539, 'intersection_count': 8187, 'streets_per_node_avg': 2.823714173537495, 'streets_per_node_counts': {0: 0, 1: 2001, 2: 6, 3: 6010, 4: 2131, 5: 39, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1964075382803298, 2: 0.0005889281507656066, 3: 0.5899096976835493, 4: 0.2091676482135846, 5: 0.0038280329799764428, 6: 9.815469179426777e-05}, 'edge_length_total': 2827097.555999994, 'edge_length_avg': 102.2236605438239, 'street_length_total': 1454969.250999998, 'street_length_avg': 101.83868208861189, 'street_segments_count': 14287, 'node_density_km': 64.29181681342769, 'intersection_density_km': 51.66441934153243, 'edge_density_km': 17840.52200471542, 'street_density_km': 9181.646697532584, 'circuity_avg': 1.0735760347362286, 'self_loop_proportion': 0.00202487706103558, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0735760347362286\n", - "7118\n", - "32985145.271822587\n", - "{'n': 1493, 'm': 4220, 'k_avg': 5.65304755525787, 'intersection_count': 1288, 'streets_per_node_avg': 2.9008707300736774, 'streets_per_node_counts': {0: 0, 1: 205, 2: 0, 3: 1030, 4: 255, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13730743469524448, 2: 0.0, 3: 0.6898861352980576, 4: 0.1707970529135968, 5: 0.0013395847287340924, 6: 0.0006697923643670462}, 'edge_length_total': 590031.9890000032, 'edge_length_avg': 139.81800687203867, 'street_length_total': 297177.9079999997, 'street_length_avg': 138.9980860617398, 'street_segments_count': 2138, 'node_density_km': 45.26279898713645, 'intersection_density_km': 39.047880171086234, 'edge_density_km': 17887.80931954953, 'street_density_km': 9009.4466933836, 'circuity_avg': 1.067733265588042, 'self_loop_proportion': 0.005213270142180095, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067733265588042\n", - "7119\n", - "6012889.380148572\n", - "{'n': 108, 'm': 266, 'k_avg': 4.925925925925926, 'intersection_count': 76, 'streets_per_node_avg': 2.5462962962962963, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 61, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2962962962962963, 2: 0.0, 3: 0.5648148148148148, 4: 0.1388888888888889}, 'edge_length_total': 46234.77999999995, 'edge_length_avg': 173.81496240601484, 'street_length_total': 23117.390000000003, 'street_length_avg': 173.81496240601507, 'street_segments_count': 133, 'node_density_km': 17.96141474954782, 'intersection_density_km': 12.639514083015133, 'edge_density_km': 7689.278328093496, 'street_density_km': 3844.6391640467527, 'circuity_avg': 1.088212897362955, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.088212897362955\n", - "7120\n", - "10990940.135031996\n", - "{'n': 759, 'm': 2001, 'k_avg': 5.2727272727272725, 'intersection_count': 606, 'streets_per_node_avg': 2.7417654808959155, 'streets_per_node_counts': {0: 0, 1: 153, 2: 0, 3: 498, 4: 106, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2015810276679842, 2: 0.0, 3: 0.6561264822134387, 4: 0.13965744400527008, 5: 0.002635046113306983}, 'edge_length_total': 186182.36799999932, 'edge_length_avg': 93.04466166916508, 'street_length_total': 94735.827, 'street_length_avg': 92.42519707317074, 'street_segments_count': 1025, 'node_density_km': 69.05687690726289, 'intersection_density_km': 55.136320692755355, 'edge_density_km': 16939.62169865438, 'street_density_km': 8619.44709334223, 'circuity_avg': 1.052527018593214, 'self_loop_proportion': 0.0029985007496251873, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052527018593214\n", - "7121\n", - "15037359.770715062\n", - "{'n': 1206, 'm': 3089, 'k_avg': 5.122719734660033, 'intersection_count': 878, 'streets_per_node_avg': 2.6144278606965172, 'streets_per_node_counts': {0: 0, 1: 328, 2: 3, 3: 683, 4: 190, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27197346600331673, 2: 0.0024875621890547263, 3: 0.5663349917081261, 4: 0.15754560530679934, 5: 0.001658374792703151}, 'edge_length_total': 283867.1939999997, 'edge_length_avg': 91.89614567821293, 'street_length_total': 142634.1, 'street_length_avg': 91.78513513513514, 'street_segments_count': 1554, 'node_density_km': 80.20024913872575, 'intersection_density_km': 58.38790940613699, 'edge_density_km': 18877.462422148405, 'street_density_km': 9485.315386134265, 'circuity_avg': 1.0709485936009826, 'self_loop_proportion': 0.002589834898025251, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0709485936009826\n", - "7122\n", - "12993008.054772085\n", - "{'n': 328, 'm': 954, 'k_avg': 5.817073170731708, 'intersection_count': 285, 'streets_per_node_avg': 3.0060975609756095, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 198, 4: 86, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13109756097560976, 2: 0.0, 3: 0.6036585365853658, 4: 0.2621951219512195, 5: 0.003048780487804878}, 'edge_length_total': 153599.62, 'edge_length_avg': 161.00589098532495, 'street_length_total': 76799.81000000001, 'street_length_avg': 161.00589098532498, 'street_segments_count': 477, 'node_density_km': 25.244346699187325, 'intersection_density_km': 21.93487441850118, 'edge_density_km': 11821.713597998254, 'street_density_km': 5910.856798999128, 'circuity_avg': 1.0358954456181668, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0358954456181668\n", - "7123\n", - "9020707.825117484\n", - "{'n': 417, 'm': 1078, 'k_avg': 5.170263788968825, 'intersection_count': 333, 'streets_per_node_avg': 2.661870503597122, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 306, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2014388489208633, 2: 0.0, 3: 0.7338129496402878, 4: 0.06474820143884892}, 'edge_length_total': 113829.18199999988, 'edge_length_avg': 105.59293320964738, 'street_length_total': 56914.59100000002, 'street_length_avg': 105.59293320964754, 'street_segments_count': 539, 'node_density_km': 46.22697110739967, 'intersection_density_km': 36.915063258427075, 'edge_density_km': 12618.653015570582, 'street_density_km': 6309.3265077853, 'circuity_avg': 1.0879588066885153, 'self_loop_proportion': 0.0055658627087198514, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0879588066885153\n", - "7124\n", - "5013790.0703097675\n", - "{'n': 125, 'm': 320, 'k_avg': 5.12, 'intersection_count': 98, 'streets_per_node_avg': 2.696, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 84, 4: 12, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.216, 2: 0.0, 3: 0.672, 4: 0.096, 5: 0.016}, 'edge_length_total': 44999.484000000026, 'edge_length_avg': 140.6233875000001, 'street_length_total': 22499.742, 'street_length_avg': 140.62338749999998, 'street_segments_count': 160, 'node_density_km': 24.93123929145225, 'intersection_density_km': 19.546091604498564, 'edge_density_km': 8975.14322876702, 'street_density_km': 4487.571614383507, 'circuity_avg': 1.0746530466669877, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0746530466669877\n", - "7125\n", - "8992383.48039111\n", - "{'n': 227, 'm': 604, 'k_avg': 5.3215859030837, 'intersection_count': 188, 'streets_per_node_avg': 2.8237885462555066, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 150, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17180616740088106, 2: 0.0, 3: 0.6607929515418502, 4: 0.16740088105726872}, 'edge_length_total': 105715.14199999986, 'edge_length_avg': 175.02506953642362, 'street_length_total': 52943.958000000006, 'street_length_avg': 174.73253465346536, 'street_segments_count': 303, 'node_density_km': 25.243585362545836, 'intersection_density_km': 20.906581709949855, 'edge_density_km': 11756.075820223132, 'street_density_km': 5887.644595612518, 'circuity_avg': 1.0278959993246648, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0278959993246648\n", - "7126\n", - "31066874.599380508\n", - "{'n': 845, 'm': 2106, 'k_avg': 4.984615384615385, 'intersection_count': 588, 'streets_per_node_avg': 2.5088757396449703, 'streets_per_node_counts': {0: 0, 1: 257, 2: 0, 3: 491, 4: 95, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30414201183431955, 2: 0.0, 3: 0.5810650887573965, 4: 0.11242603550295859, 5: 0.002366863905325444}, 'edge_length_total': 268887.5740000002, 'edge_length_avg': 127.67691073124416, 'street_length_total': 134443.78700000004, 'street_length_avg': 127.6769107312441, 'street_segments_count': 1053, 'node_density_km': 27.1993887668652, 'intersection_density_km': 18.926911946647028, 'edge_density_km': 8655.121490893776, 'street_density_km': 4327.560745446886, 'circuity_avg': 1.0789025975923066, 'self_loop_proportion': 0.000949667616334283, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0789025975923066\n", - "7127\n", - "11024729.332155986\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 578, 'm': 1513, 'k_avg': 5.235294117647059, 'intersection_count': 442, 'streets_per_node_avg': 2.704152249134948, 'streets_per_node_counts': {0: 0, 1: 136, 2: 0, 3: 341, 4: 101}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23529411764705882, 2: 0.0, 3: 0.5899653979238755, 4: 0.17474048442906576}, 'edge_length_total': 164158.64100000003, 'edge_length_avg': 108.4987713152677, 'street_length_total': 82573.21299999995, 'street_length_avg': 108.36379658792644, 'street_segments_count': 762, 'node_density_km': 52.42759097170206, 'intersection_density_km': 40.09168721365452, 'edge_density_km': 14890.038209028515, 'street_density_km': 7489.8177100055855, 'circuity_avg': 1.0768203971128567, 'self_loop_proportion': 0.0013218770654329147, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0768203971128567\n", - "7128\n", - "15990827.988575561\n", - "{'n': 471, 'm': 1274, 'k_avg': 5.409766454352441, 'intersection_count': 399, 'streets_per_node_avg': 2.849256900212314, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 327, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15286624203821655, 2: 0.0, 3: 0.6942675159235668, 4: 0.15074309978768577, 5: 0.0021231422505307855}, 'edge_length_total': 179408.37900000034, 'edge_length_avg': 140.82290345368943, 'street_length_total': 91113.45500000003, 'street_length_avg': 140.82450540958274, 'street_segments_count': 647, 'node_density_km': 29.45438474708751, 'intersection_density_km': 24.951803639252475, 'edge_density_km': 11219.455248232069, 'street_density_km': 5697.857238230244, 'circuity_avg': 1.1025647795402416, 'self_loop_proportion': 0.0015698587127158557, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1025647795402416\n", - "7129\n", - "8023054.253926626\n", - "{'n': 201, 'm': 481, 'k_avg': 4.786069651741293, 'intersection_count': 142, 'streets_per_node_avg': 2.5223880597014925, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 121, 4: 20, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2935323383084577, 2: 0.0, 3: 0.6019900497512438, 4: 0.09950248756218906, 5: 0.004975124378109453}, 'edge_length_total': 74959.328, 'edge_length_avg': 155.84059875259874, 'street_length_total': 38019.18100000003, 'street_length_avg': 156.457534979424, 'street_segments_count': 243, 'node_density_km': 25.052803288925414, 'intersection_density_km': 17.698995358345318, 'edge_density_km': 9342.991537582282, 'street_density_km': 4738.74160596543, 'circuity_avg': 1.089688931295326, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.089688931295326\n", - "7130\n", - "12025778.47995447\n", - "{'n': 272, 'm': 686, 'k_avg': 5.044117647058823, 'intersection_count': 198, 'streets_per_node_avg': 2.588235294117647, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 162, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27205882352941174, 2: 0.0, 3: 0.5955882352941176, 4: 0.1323529411764706}, 'edge_length_total': 114230.62200000003, 'edge_length_avg': 166.51694169096214, 'street_length_total': 57115.31099999998, 'street_length_avg': 166.51694169096203, 'street_segments_count': 343, 'node_density_km': 22.618078360032275, 'intersection_density_km': 16.464630570905847, 'edge_density_km': 9498.813086438335, 'street_density_km': 4749.406543219165, 'circuity_avg': 1.0604132512567725, 'self_loop_proportion': 0.0029154518950437317, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0604132512567725\n", - "7131\n", - "17987855.97998379\n", - "{'n': 534, 'm': 1493, 'k_avg': 5.591760299625468, 'intersection_count': 468, 'streets_per_node_avg': 2.9288389513108615, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 374, 4: 94}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12359550561797752, 2: 0.0, 3: 0.700374531835206, 4: 0.1760299625468165}, 'edge_length_total': 249988.70099999983, 'edge_length_avg': 167.44052310783644, 'street_length_total': 127882.1960000001, 'street_length_avg': 168.48774176548102, 'street_segments_count': 759, 'node_density_km': 29.686695323456842, 'intersection_density_km': 26.017553204827344, 'edge_density_km': 13897.6374548572, 'street_density_km': 7109.3629025217115, 'circuity_avg': 1.044947480570155, 'self_loop_proportion': 0.004018754186202277, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.044947480570155\n", - "7132\n", - "5011152.744662838\n", - "{'n': 194, 'm': 492, 'k_avg': 5.072164948453608, 'intersection_count': 153, 'streets_per_node_avg': 2.6597938144329896, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 137, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.211340206185567, 2: 0.0, 3: 0.7061855670103093, 4: 0.08247422680412371}, 'edge_length_total': 60239.60600000002, 'edge_length_avg': 122.43822357723582, 'street_length_total': 30119.802999999993, 'street_length_avg': 122.43822357723575, 'street_segments_count': 246, 'node_density_km': 38.713647315305046, 'intersection_density_km': 30.531897109493155, 'edge_density_km': 12021.107531427499, 'street_density_km': 6010.553765713746, 'circuity_avg': 1.0662163074825137, 'self_loop_proportion': 0.0040650406504065045, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0662163074825137\n", - "7133\n", - "49962072.55060053\n", - "{'n': 2389, 'm': 6359, 'k_avg': 5.3235663457513605, 'intersection_count': 1906, 'streets_per_node_avg': 2.7601506906655504, 'streets_per_node_counts': {0: 0, 1: 483, 2: 1, 3: 1515, 4: 387, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20217664294683968, 2: 0.0004185851820845542, 3: 0.6341565508580996, 4: 0.16199246546672247, 5: 0.0008371703641691084, 6: 0.0004185851820845542}, 'edge_length_total': 837690.9950000014, 'edge_length_avg': 131.7331333543012, 'street_length_total': 427195.945, 'street_length_avg': 131.6880225030826, 'street_segments_count': 3244, 'node_density_km': 47.81627098396431, 'intersection_density_km': 38.14893783819003, 'edge_density_km': 16766.538140538618, 'street_density_km': 8550.40480090863, 'circuity_avg': 1.0415365269407681, 'self_loop_proportion': 0.0015725743041358703, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0415365269407681\n", - "7134\n", - "6012802.129828904\n", - "{'n': 282, 'm': 683, 'k_avg': 4.843971631205674, 'intersection_count': 206, 'streets_per_node_avg': 2.5354609929078014, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 185, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2695035460992908, 2: 0.0, 3: 0.6560283687943262, 4: 0.07446808510638298}, 'edge_length_total': 73371.13899999994, 'edge_length_avg': 107.42480087847721, 'street_length_total': 36769.77299999999, 'street_length_avg': 107.20050437317781, 'street_segments_count': 343, 'node_density_km': 46.89993016750485, 'intersection_density_km': 34.26023267555318, 'edge_density_km': 12202.486863157052, 'street_density_km': 6115.24746799647, 'circuity_avg': 1.1170319599325411, 'self_loop_proportion': 0.005856515373352855, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1170319599325411\n", - "7135\n", - "4008489.4673762433\n", - "{'n': 143, 'm': 376, 'k_avg': 5.258741258741258, 'intersection_count': 111, 'streets_per_node_avg': 2.6853146853146854, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 92, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22377622377622378, 2: 0.0, 3: 0.6433566433566433, 4: 0.13286713286713286}, 'edge_length_total': 42847.22200000001, 'edge_length_avg': 113.9553776595745, 'street_length_total': 21423.611000000004, 'street_length_avg': 113.9553776595745, 'street_segments_count': 188, 'node_density_km': 35.67428607804242, 'intersection_density_km': 27.691229053585374, 'edge_density_km': 10689.11926767408, 'street_density_km': 5344.55963383704, 'circuity_avg': 1.1602893246229664, 'self_loop_proportion': 0.005319148936170213, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1602893246229664\n", - "7136\n", - "14988431.64527477\n", - "{'n': 471, 'm': 1252, 'k_avg': 5.316348195329087, 'intersection_count': 376, 'streets_per_node_avg': 2.760084925690021, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 299, 4: 77}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20169851380042464, 2: 0.0, 3: 0.6348195329087049, 4: 0.16348195329087048}, 'edge_length_total': 221704.52500000017, 'edge_length_avg': 177.08029153354647, 'street_length_total': 111019.06299999995, 'street_length_avg': 176.50089507154206, 'street_segments_count': 629, 'node_density_km': 31.42423511325061, 'intersection_density_km': 25.086013593592842, 'edge_density_km': 14791.70938274215, 'street_density_km': 7406.98330735622, 'circuity_avg': 1.057941654866333, 'self_loop_proportion': 0.003194888178913738, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.057941654866333\n", - "7137\n", - "10028922.085759358\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 216, 'm': 530, 'k_avg': 4.907407407407407, 'intersection_count': 161, 'streets_per_node_avg': 2.5972222222222223, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 138, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25462962962962965, 2: 0.0, 3: 0.6388888888888888, 4: 0.10648148148148148}, 'edge_length_total': 65873.65999999999, 'edge_length_avg': 124.28992452830187, 'street_length_total': 32936.829999999994, 'street_length_avg': 124.28992452830187, 'street_segments_count': 265, 'node_density_km': 21.53770845490073, 'intersection_density_km': 16.053569727958415, 'edge_density_km': 6568.368907116925, 'street_density_km': 3284.1844535584623, 'circuity_avg': 1.0387146324197636, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0387146324197636\n", - "7138\n", - "10991877.736078598\n", - "{'n': 389, 'm': 1071, 'k_avg': 5.506426735218509, 'intersection_count': 318, 'streets_per_node_avg': 2.848329048843188, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 235, 4: 83}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18251928020565553, 2: 0.0, 3: 0.6041131105398457, 4: 0.2133676092544987}, 'edge_length_total': 127323.85399999988, 'edge_length_avg': 118.88315032679726, 'street_length_total': 63791.12599999999, 'street_length_avg': 118.1317148148148, 'street_segments_count': 540, 'node_density_km': 35.38976773032935, 'intersection_density_km': 28.9304527975443, 'edge_density_km': 11583.448893548486, 'street_density_km': 5803.478489450317, 'circuity_avg': 1.0514209228264697, 'self_loop_proportion': 0.0009337068160597573, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0514209228264697\n", - "7139\n", - "6012909.081333015\n", - "{'n': 158, 'm': 406, 'k_avg': 5.139240506329114, 'intersection_count': 131, 'streets_per_node_avg': 2.8037974683544302, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 109, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17088607594936708, 2: 0.0, 3: 0.689873417721519, 4: 0.13291139240506328, 5: 0.006329113924050633}, 'edge_length_total': 55928.10699999997, 'edge_length_avg': 137.75395812807875, 'street_length_total': 30408.998999999993, 'street_length_avg': 145.49760287081335, 'street_segments_count': 209, 'node_density_km': 26.2767984452831, 'intersection_density_km': 21.78645947045624, 'edge_density_km': 9301.339209273581, 'street_density_km': 5057.285681302627, 'circuity_avg': 1.0477683041354122, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0477683041354122\n", - "7140\n", - "13991633.594039503\n", - "{'n': 472, 'm': 1356, 'k_avg': 5.745762711864407, 'intersection_count': 410, 'streets_per_node_avg': 2.985169491525424, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 294, 4: 115, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13135593220338984, 2: 0.0, 3: 0.6228813559322034, 4: 0.24364406779661016, 5: 0.00211864406779661}, 'edge_length_total': 212630.19900000043, 'edge_length_avg': 156.8069314159295, 'street_length_total': 106345.57600000003, 'street_length_avg': 156.62087776141388, 'street_segments_count': 679, 'node_density_km': 33.734445433239046, 'intersection_density_km': 29.303225905991546, 'edge_density_km': 15196.953062763294, 'street_density_km': 7600.654725928765, 'circuity_avg': 1.054187920680442, 'self_loop_proportion': 0.0029498525073746312, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054187920680442\n", - "7141\n", - "26053178.140463445\n", - "{'n': 2473, 'm': 7065, 'k_avg': 5.713708046906591, 'intersection_count': 2043, 'streets_per_node_avg': 2.896077638495754, 'streets_per_node_counts': {0: 0, 1: 430, 2: 0, 3: 1451, 4: 582, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17387788111605337, 2: 0.0, 3: 0.5867367569753336, 4: 0.23534169025475132, 5: 0.003639304488475536, 6: 0.0004043671653861706}, 'edge_length_total': 535925.0559999992, 'edge_length_avg': 75.85634196744503, 'street_length_total': 269774.23500000004, 'street_length_avg': 75.80057178982861, 'street_segments_count': 3559, 'node_density_km': 94.92124095828292, 'intersection_density_km': 78.41653670755035, 'edge_density_km': 20570.42918566809, 'street_density_km': 10354.753402657278, 'circuity_avg': 1.0612865416232564, 'self_loop_proportion': 0.0012738853503184713, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0612865416232564\n", - "7142\n", - "11024998.225973146\n", - "{'n': 507, 'm': 1498, 'k_avg': 5.909270216962525, 'intersection_count': 436, 'streets_per_node_avg': 3.1025641025641026, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 243, 4: 192, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14003944773175542, 2: 0.0, 3: 0.47928994082840237, 4: 0.378698224852071, 5: 0.0019723865877712033}, 'edge_length_total': 188227.16999999995, 'edge_length_avg': 125.65231642189583, 'street_length_total': 94607.2199999999, 'street_length_avg': 124.48318421052619, 'street_segments_count': 760, 'node_density_km': 45.98640195747048, 'intersection_density_km': 39.54649162417579, 'edge_density_km': 17072.76193084246, 'street_density_km': 8581.15512228567, 'circuity_avg': 1.0342708846677175, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0342708846677175\n", - "7143\n", - "8018432.390913856\n", - "{'n': 451, 'm': 1243, 'k_avg': 5.512195121951219, 'intersection_count': 382, 'streets_per_node_avg': 2.929046563192905, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 277, 4: 104, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15299334811529933, 2: 0.0, 3: 0.614190687361419, 4: 0.23059866962305986, 5: 0.0022172949002217295}, 'edge_length_total': 127551.17999999995, 'edge_length_avg': 102.61559131134348, 'street_length_total': 66586.44700000006, 'street_length_avg': 102.44068769230778, 'street_segments_count': 650, 'node_density_km': 56.24540783196649, 'intersection_density_km': 47.640234571643454, 'edge_density_km': 15907.24642693695, 'street_density_km': 8304.172655424889, 'circuity_avg': 1.0496194451323997, 'self_loop_proportion': 0.004827031375703942, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0496194451323997\n", - "7144\n", - "18984208.91891201\n", - "{'n': 822, 'm': 2257, 'k_avg': 5.4914841849148415, 'intersection_count': 682, 'streets_per_node_avg': 2.8442822384428226, 'streets_per_node_counts': {0: 0, 1: 140, 2: 4, 3: 526, 4: 148, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.170316301703163, 2: 0.004866180048661801, 3: 0.6399026763990268, 4: 0.18004866180048662, 5: 0.004866180048661801}, 'edge_length_total': 308073.2449999994, 'edge_length_avg': 136.4967855560476, 'street_length_total': 155297.19799999983, 'street_length_avg': 135.39424411508267, 'street_segments_count': 1147, 'node_density_km': 43.29914422618507, 'intersection_density_km': 35.92459411466937, 'edge_density_km': 16227.868451926794, 'street_density_km': 8180.335491635538, 'circuity_avg': 1.0467889262954555, 'self_loop_proportion': 0.003544528134692069, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0467889262954555\n", - "7145\n", - "8018390.07432919\n", - "{'n': 210, 'm': 588, 'k_avg': 5.6, 'intersection_count': 174, 'streets_per_node_avg': 2.980952380952381, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 106, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17142857142857143, 2: 0.0, 3: 0.5047619047619047, 4: 0.3238095238095238}, 'edge_length_total': 90102.43800000008, 'edge_length_avg': 153.23543877551035, 'street_length_total': 45051.219, 'street_length_avg': 153.2354387755102, 'street_segments_count': 294, 'node_density_km': 26.189795963196314, 'intersection_density_km': 21.7001166552198, 'edge_density_km': 11236.973652412134, 'street_density_km': 5618.486826206062, 'circuity_avg': 1.0490298456981737, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0490298456981737\n", - "7146\n", - "20984292.749908842\n", - "{'n': 811, 'm': 2228, 'k_avg': 5.494451294697904, 'intersection_count': 663, 'streets_per_node_avg': 2.822441430332922, 'streets_per_node_counts': {0: 0, 1: 148, 2: 0, 3: 512, 4: 150, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18249075215782984, 2: 0.0, 3: 0.6313193588162762, 4: 0.18495684340320592, 5: 0.0012330456226880395}, 'edge_length_total': 316201.7739999987, 'edge_length_avg': 141.92180161579833, 'street_length_total': 158100.88700000045, 'street_length_avg': 141.92180161579932, 'street_segments_count': 1114, 'node_density_km': 38.647954909203364, 'intersection_density_km': 31.59506054846095, 'edge_density_km': 15068.498031765797, 'street_density_km': 7534.249015882951, 'circuity_avg': 1.0418405946882945, 'self_loop_proportion': 0.003590664272890485, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0418405946882945\n", - "7147\n", - "9025795.80820388\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 262, 'm': 707, 'k_avg': 5.396946564885496, 'intersection_count': 215, 'streets_per_node_avg': 2.801526717557252, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 173, 4: 42}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17938931297709923, 2: 0.0, 3: 0.6603053435114504, 4: 0.16030534351145037}, 'edge_length_total': 96238.27400000014, 'edge_length_avg': 136.12202828854333, 'street_length_total': 48248.229000000065, 'street_length_avg': 135.1491008403363, 'street_segments_count': 357, 'node_density_km': 29.027911285324947, 'intersection_density_km': 23.82061422269032, 'edge_density_km': 10662.580457728238, 'street_density_km': 5345.592790404749, 'circuity_avg': 1.0909879275854437, 'self_loop_proportion': 0.005657708628005658, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0909879275854437\n", - "7148\n", - "5995127.12392606\n", - "{'n': 401, 'm': 1100, 'k_avg': 5.486284289276808, 'intersection_count': 332, 'streets_per_node_avg': 2.827930174563591, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 265, 4: 66, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17206982543640897, 2: 0.0, 3: 0.6608478802992519, 4: 0.16458852867830423, 5: 0.0, 6: 0.0024937655860349127}, 'edge_length_total': 115357.52999999987, 'edge_length_avg': 104.8704818181817, 'street_length_total': 57678.764999999985, 'street_length_avg': 104.87048181818179, 'street_segments_count': 550, 'node_density_km': 66.88765587632695, 'intersection_density_km': 55.37830860583677, 'edge_density_km': 19241.882217912847, 'street_density_km': 9620.941108956433, 'circuity_avg': 1.0608371784407262, 'self_loop_proportion': 0.005454545454545455, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0608371784407262\n", - "7149\n", - "36079129.75630968\n", - "{'n': 485, 'm': 1224, 'k_avg': 5.047422680412371, 'intersection_count': 369, 'streets_per_node_avg': 2.6164948453608248, 'streets_per_node_counts': {0: 0, 1: 116, 2: 2, 3: 319, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23917525773195877, 2: 0.004123711340206186, 3: 0.6577319587628866, 4: 0.09896907216494845}, 'edge_length_total': 194134.32100000032, 'edge_length_avg': 158.60647140522903, 'street_length_total': 97352.99799999999, 'street_length_avg': 158.55537133550487, 'street_segments_count': 614, 'node_density_km': 13.44267456770298, 'intersection_density_km': 10.227519413365773, 'edge_density_km': 5380.79278273194, 'street_density_km': 2698.3189078437917, 'circuity_avg': 1.072901640096953, 'self_loop_proportion': 0.0032679738562091504, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072901640096953\n", - "7150\n", - "14035637.980517484\n", - "{'n': 772, 'm': 2308, 'k_avg': 5.979274611398964, 'intersection_count': 676, 'streets_per_node_avg': 3.069948186528497, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 430, 4: 246}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12435233160621761, 2: 0.0, 3: 0.5569948186528497, 4: 0.31865284974093266}, 'edge_length_total': 256041.04199999987, 'edge_length_avg': 110.93632668977465, 'street_length_total': 128070.95199999993, 'street_length_avg': 110.88394112554107, 'street_segments_count': 1155, 'node_density_km': 55.00284355236248, 'intersection_density_km': 48.16311171165419, 'edge_density_km': 18242.20903641174, 'street_density_km': 9124.69758608565, 'circuity_avg': 1.0389787683703597, 'self_loop_proportion': 0.0017331022530329288, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0389787683703597\n", - "7151\n", - "10991441.614755867\n", - "{'n': 319, 'm': 993, 'k_avg': 6.225705329153605, 'intersection_count': 292, 'streets_per_node_avg': 3.2884012539184955, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 146, 4: 146}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08463949843260188, 2: 0.0, 3: 0.45768025078369906, 4: 0.45768025078369906}, 'edge_length_total': 157496.19699999984, 'edge_length_avg': 158.60644209466247, 'street_length_total': 78875.74699999994, 'street_length_avg': 158.38503413654607, 'street_segments_count': 498, 'node_density_km': 29.022580584128896, 'intersection_density_km': 26.566123920268456, 'edge_density_km': 14328.984542715783, 'street_density_km': 7176.105716115553, 'circuity_avg': 1.0134267024375878, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0134267024375878\n", - "7152\n", - "4008915.878028905\n", - "{'n': 124, 'm': 306, 'k_avg': 4.935483870967742, 'intersection_count': 93, 'streets_per_node_avg': 2.7580645161290325, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 61, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.0, 3: 0.49193548387096775, 4: 0.25806451612903225}, 'edge_length_total': 53670.796, 'edge_length_avg': 175.39475816993465, 'street_length_total': 26835.398000000012, 'street_length_avg': 175.39475816993473, 'street_segments_count': 153, 'node_density_km': 30.931055620196265, 'intersection_density_km': 23.1982917151472, 'edge_density_km': 13387.85787303393, 'street_density_km': 6693.928936516968, 'circuity_avg': 1.083000049732168, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.083000049732168\n", - "7153\n", - "10994061.006969918\n", - "{'n': 315, 'm': 977, 'k_avg': 6.203174603174603, 'intersection_count': 301, 'streets_per_node_avg': 3.2984126984126982, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 179, 4: 122}, 'streets_per_node_proportion': {0: 0.0, 1: 0.044444444444444446, 2: 0.0, 3: 0.5682539682539682, 4: 0.3873015873015873}, 'edge_length_total': 170905.34499999994, 'edge_length_avg': 174.92870522006135, 'street_length_total': 86949.20500000002, 'street_length_avg': 176.010536437247, 'street_segments_count': 494, 'node_density_km': 28.651833003318707, 'intersection_density_km': 27.378418203171208, 'edge_density_km': 15545.242553379581, 'street_density_km': 7908.743179147062, 'circuity_avg': 1.0224192628867679, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0224192628867679\n", - "7154\n", - "2004406.4252123602\n", - "{'n': 66, 'm': 166, 'k_avg': 5.03030303030303, 'intersection_count': 56, 'streets_per_node_avg': 2.727272727272727, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 54, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15151515151515152, 2: 0.0, 3: 0.8181818181818182, 4: 0.030303030303030304}, 'edge_length_total': 16990.204, 'edge_length_avg': 102.3506265060241, 'street_length_total': 8495.101999999997, 'street_length_avg': 102.35062650602406, 'street_segments_count': 83, 'node_density_km': 32.92745381865732, 'intersection_density_km': 27.9384456643153, 'edge_density_km': 8476.426629993437, 'street_density_km': 4238.213314996718, 'circuity_avg': 1.1048329980869163, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1048329980869163\n", - "7155\n", - "9001009.959870864\n", - "{'n': 411, 'm': 1146, 'k_avg': 5.576642335766423, 'intersection_count': 350, 'streets_per_node_avg': 2.9197080291970803, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 265, 4: 82, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14841849148418493, 2: 0.0, 3: 0.6447688564476886, 4: 0.19951338199513383, 5: 0.004866180048661801, 6: 0.0024330900243309003}, 'edge_length_total': 152225.56300000023, 'edge_length_avg': 132.83207940663195, 'street_length_total': 76810.45299999996, 'street_length_avg': 132.89005709342555, 'street_segments_count': 578, 'node_density_km': 45.661542630477946, 'intersection_density_km': 38.884525354421605, 'edge_density_km': 16912.053611613177, 'street_density_km': 8533.537163323164, 'circuity_avg': 1.0243614863159627, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0243614863159627\n", - "7156\n", - "4008524.0813456755\n", - "{'n': 157, 'm': 384, 'k_avg': 4.89171974522293, 'intersection_count': 117, 'streets_per_node_avg': 2.5859872611464967, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 102, 4: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25477707006369427, 2: 0.0, 3: 0.6496815286624203, 4: 0.09554140127388536}, 'edge_length_total': 52773.31399999999, 'edge_length_avg': 137.4305052083333, 'street_length_total': 26386.657000000014, 'street_length_avg': 137.43050520833341, 'street_segments_count': 192, 'node_density_km': 39.166535316732976, 'intersection_density_km': 29.187800204189543, 'edge_density_km': 13165.273035426995, 'street_density_km': 6582.636517713502, 'circuity_avg': 1.0824105008977374, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0824105008977374\n", - "7157\n", - "7994215.776305043\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 220, 'm': 610, 'k_avg': 5.545454545454546, 'intersection_count': 188, 'streets_per_node_avg': 2.8954545454545455, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 147, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14545454545454545, 2: 0.0, 3: 0.6681818181818182, 4: 0.18636363636363637}, 'edge_length_total': 102283.33399999984, 'edge_length_avg': 167.6775967213112, 'street_length_total': 51265.19800000004, 'street_length_avg': 167.53332679738574, 'street_segments_count': 306, 'node_density_km': 27.519897655512725, 'intersection_density_km': 23.517003451074512, 'edge_density_km': 12794.66765247555, 'street_density_km': 6412.786373861803, 'circuity_avg': 1.0171984620959271, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0171984620959271\n", - "7158\n", - "6012820.9352933075\n", - "{'n': 142, 'm': 328, 'k_avg': 4.619718309859155, 'intersection_count': 98, 'streets_per_node_avg': 2.4788732394366195, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 84, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30985915492957744, 2: 0.0, 3: 0.5915492957746479, 4: 0.09859154929577464}, 'edge_length_total': 56339.751999999964, 'edge_length_avg': 171.76753658536575, 'street_length_total': 28169.875999999997, 'street_length_avg': 171.76753658536583, 'street_segments_count': 164, 'node_density_km': 23.6162030315099, 'intersection_density_km': 16.298506317520918, 'edge_density_km': 9369.936774485317, 'street_density_km': 4684.968387242661, 'circuity_avg': 1.0978237750011601, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0978237750011601\n", - "7159\n", - "4996458.599779217\n", - "{'n': 128, 'm': 392, 'k_avg': 6.125, 'intersection_count': 124, 'streets_per_node_avg': 3.359375, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 70, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03125, 2: 0.0, 3: 0.546875, 4: 0.421875}, 'edge_length_total': 75258.83800000005, 'edge_length_avg': 191.98683163265318, 'street_length_total': 37629.418999999994, 'street_length_avg': 191.98683163265304, 'street_segments_count': 196, 'node_density_km': 25.618144820744853, 'intersection_density_km': 24.817577795096575, 'edge_density_km': 15062.436022851383, 'street_density_km': 7531.218011425686, 'circuity_avg': 1.013969094484007, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.013969094484007\n", - "7160\n", - "31069610.689693604\n", - "{'n': 1345, 'm': 3620, 'k_avg': 5.382899628252788, 'intersection_count': 1030, 'streets_per_node_avg': 2.7561338289962825, 'streets_per_node_counts': {0: 0, 1: 315, 2: 2, 3: 725, 4: 302, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2342007434944238, 2: 0.001486988847583643, 3: 0.5390334572490706, 4: 0.2245353159851301, 5: 0.0007434944237918215}, 'edge_length_total': 476270.35099999915, 'edge_length_avg': 131.56639530386718, 'street_length_total': 239164.89299999992, 'street_length_avg': 131.0492564383561, 'street_segments_count': 1825, 'node_density_km': 43.28988906340441, 'intersection_density_km': 33.15136485896397, 'edge_density_km': 15329.138036415348, 'street_density_km': 7697.711290580657, 'circuity_avg': 1.0568570385927138, 'self_loop_proportion': 0.0033149171270718232, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0568570385927138\n", - "7161\n", - "19055854.266427215\n", - "{'n': 1196, 'm': 3323, 'k_avg': 5.55685618729097, 'intersection_count': 991, 'streets_per_node_avg': 2.8737458193979935, 'streets_per_node_counts': {0: 0, 1: 205, 2: 0, 3: 738, 4: 247, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1714046822742475, 2: 0.0, 3: 0.617056856187291, 4: 0.20652173913043478, 5: 0.005016722408026756}, 'edge_length_total': 342282.47399999737, 'edge_length_avg': 103.00405476978554, 'street_length_total': 172125.7139999997, 'street_length_avg': 102.94600119617206, 'street_segments_count': 1672, 'node_density_km': 62.7628645390684, 'intersection_density_km': 52.00501568412775, 'edge_density_km': 17962.06400481525, 'street_density_km': 9032.694708588971, 'circuity_avg': 1.067769898740335, 'self_loop_proportion': 0.0018055973517905506, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067769898740335\n", - "7162\n", - "12034892.479084518\n", - "{'n': 333, 'm': 920, 'k_avg': 5.525525525525525, 'intersection_count': 276, 'streets_per_node_avg': 2.855855855855856, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 210, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17117117117117117, 2: 0.0, 3: 0.6306306306306306, 4: 0.1981981981981982}, 'edge_length_total': 149721.44200000018, 'edge_length_avg': 162.74069782608717, 'street_length_total': 74860.72100000006, 'street_length_avg': 162.74069782608709, 'street_segments_count': 460, 'node_density_km': 27.669545081414054, 'intersection_density_km': 22.93331664405489, 'edge_density_km': 12440.613180400374, 'street_density_km': 6220.306590200185, 'circuity_avg': 1.048116357603211, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048116357603211\n", - "7163\n", - "31977885.695991207\n", - "{'n': 1246, 'm': 3529, 'k_avg': 5.664526484751204, 'intersection_count': 1078, 'streets_per_node_avg': 2.952648475120385, 'streets_per_node_counts': {0: 0, 1: 168, 2: 1, 3: 802, 4: 272, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1348314606741573, 2: 0.0008025682182985554, 3: 0.6436597110754414, 4: 0.21829855537720708, 5: 0.002407704654895666}, 'edge_length_total': 507645.36399999895, 'edge_length_avg': 143.84963559081862, 'street_length_total': 258380.2180000002, 'street_length_avg': 143.54456555555566, 'street_segments_count': 1800, 'node_density_km': 38.964427224661705, 'intersection_density_km': 33.710796587628664, 'edge_density_km': 15874.888315822522, 'street_density_km': 8079.965650524266, 'circuity_avg': 1.051526841080826, 'self_loop_proportion': 0.0028336639274582033, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051526841080826\n", - "7164\n", - "7020089.471532796\n", - "{'n': 457, 'm': 1309, 'k_avg': 5.728665207877461, 'intersection_count': 379, 'streets_per_node_avg': 2.923413566739606, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 258, 4: 121}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17067833698030635, 2: 0.0, 3: 0.5645514223194749, 4: 0.2647702407002188}, 'edge_length_total': 128567.48999999998, 'edge_length_avg': 98.21809778456836, 'street_length_total': 64321.29299999998, 'street_length_avg': 98.20044732824425, 'street_segments_count': 655, 'node_density_km': 65.09888539927921, 'intersection_density_km': 53.98791590005869, 'edge_density_km': 18314.223845914603, 'street_density_km': 9162.460572736234, 'circuity_avg': 1.0235774691986121, 'self_loop_proportion': 0.0015278838808250573, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0235774691986121\n", - "7165\n", - "19984963.61686111\n", - "{'n': 958, 'm': 2624, 'k_avg': 5.478079331941545, 'intersection_count': 758, 'streets_per_node_avg': 2.8183716075156577, 'streets_per_node_counts': {0: 0, 1: 200, 2: 2, 3: 530, 4: 224, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20876826722338204, 2: 0.0020876826722338203, 3: 0.5532359081419624, 4: 0.23382045929018788, 5: 0.0020876826722338203}, 'edge_length_total': 316184.39999999973, 'edge_length_avg': 120.49710365853649, 'street_length_total': 159267.8900000001, 'street_length_avg': 119.84039879608736, 'street_segments_count': 1329, 'node_density_km': 47.936039232603115, 'intersection_density_km': 37.9285153844605, 'edge_density_km': 15821.114617053303, 'street_density_km': 7969.386037091777, 'circuity_avg': 1.050638654679309, 'self_loop_proportion': 0.003048780487804878, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050638654679309\n", - "7166\n", - "10023479.711132957\n", - "{'n': 747, 'm': 2092, 'k_avg': 5.601070950468541, 'intersection_count': 624, 'streets_per_node_avg': 2.8273092369477912, 'streets_per_node_counts': {0: 0, 1: 123, 2: 2, 3: 503, 4: 119}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1646586345381526, 2: 0.002677376171352075, 3: 0.6733601070950469, 4: 0.15930388219544847}, 'edge_length_total': 174210.47000000032, 'edge_length_avg': 83.27460325047817, 'street_length_total': 87173.47999999994, 'street_length_avg': 83.26024832855772, 'street_segments_count': 1047, 'node_density_km': 74.525017411899, 'intersection_density_km': 62.253829805923665, 'edge_density_km': 17380.238701586524, 'street_density_km': 8696.927864599498, 'circuity_avg': 1.0554380373409766, 'self_loop_proportion': 0.0019120458891013384, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0554380373409766\n", - "7167\n", - "14989493.439533751\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 295, 'm': 949, 'k_avg': 6.433898305084746, 'intersection_count': 272, 'streets_per_node_avg': 3.389830508474576, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 112, 4: 159, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07796610169491526, 2: 0.0, 3: 0.37966101694915255, 4: 0.5389830508474577, 5: 0.003389830508474576}, 'edge_length_total': 200611.40500000017, 'edge_length_avg': 211.39241833508976, 'street_length_total': 100392.808, 'street_length_avg': 211.35328, 'street_segments_count': 475, 'node_density_km': 19.68045159030911, 'intersection_density_km': 18.146043500217214, 'edge_density_km': 13383.467947682708, 'street_density_km': 6697.545077488805, 'circuity_avg': 1.0213886240281742, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0213886240281742\n", - "7168\n", - "7017981.726284161\n", - "{'n': 430, 'm': 1141, 'k_avg': 5.306976744186047, 'intersection_count': 333, 'streets_per_node_avg': 2.7255813953488373, 'streets_per_node_counts': {0: 0, 1: 97, 2: 0, 3: 257, 4: 76}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2255813953488372, 2: 0.0, 3: 0.5976744186046512, 4: 0.17674418604651163}, 'edge_length_total': 122735.8949999998, 'edge_length_avg': 107.5687072743206, 'street_length_total': 61409.99800000001, 'street_length_avg': 107.54815761821368, 'street_segments_count': 571, 'node_density_km': 61.271176923920805, 'intersection_density_km': 47.449539338757276, 'edge_density_km': 17488.773808048267, 'street_density_km': 8750.378726408426, 'circuity_avg': 1.0903814155084064, 'self_loop_proportion': 0.0035056967572304996, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0903814155084064\n", - "7169\n", - "11991261.148021752\n", - "{'n': 264, 'm': 830, 'k_avg': 6.287878787878788, 'intersection_count': 241, 'streets_per_node_avg': 3.2386363636363638, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 132, 4: 109}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08712121212121213, 2: 0.0, 3: 0.5, 4: 0.4128787878787879}, 'edge_length_total': 164546.09999999995, 'edge_length_avg': 198.248313253012, 'street_length_total': 82273.05000000006, 'street_length_avg': 198.24831325301218, 'street_segments_count': 415, 'node_density_km': 22.01603290439164, 'intersection_density_km': 20.09796943166055, 'edge_density_km': 13722.167999580744, 'street_density_km': 6861.0839997903795, 'circuity_avg': 1.0174833537835597, 'self_loop_proportion': 0.0024096385542168677, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0174833537835597\n", - "7170\n", - "27076947.939740814\n", - "{'n': 1337, 'm': 3519, 'k_avg': 5.264023934181003, 'intersection_count': 1045, 'streets_per_node_avg': 2.720269259536275, 'streets_per_node_counts': {0: 0, 1: 292, 2: 1, 3: 838, 4: 202, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21839940164547494, 2: 0.0007479431563201197, 3: 0.6267763649962603, 4: 0.15108451757666416, 5: 0.002243829468960359, 6: 0.0007479431563201197}, 'edge_length_total': 410915.2619999997, 'edge_length_avg': 116.77046376811586, 'street_length_total': 206691.9109999995, 'street_length_avg': 116.31508778840714, 'street_segments_count': 1777, 'node_density_km': 49.37779556896389, 'intersection_density_km': 38.59371456212959, 'edge_density_km': 15175.833809426493, 'street_density_km': 7633.501067401985, 'circuity_avg': 1.0761327710752455, 'self_loop_proportion': 0.003978402955385053, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0761327710752455\n", - "7171\n", - "7994039.927738142\n", - "{'n': 179, 'm': 534, 'k_avg': 5.966480446927374, 'intersection_count': 159, 'streets_per_node_avg': 3.1564245810055866, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 91, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11173184357541899, 2: 0.0, 3: 0.5083798882681564, 4: 0.37988826815642457}, 'edge_length_total': 100762.13799999996, 'edge_length_avg': 188.69314232209732, 'street_length_total': 50512.532000000014, 'street_length_avg': 188.47959701492542, 'street_segments_count': 268, 'node_density_km': 22.391682005352056, 'intersection_density_km': 19.889818094139535, 'edge_density_km': 12604.65783394078, 'street_density_km': 6318.774043738381, 'circuity_avg': 1.021457550359052, 'self_loop_proportion': 0.003745318352059925, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.021457550359052\n", - "7172\n", - "26058312.13899224\n", - "{'n': 1682, 'm': 4514, 'k_avg': 5.367419738406658, 'intersection_count': 1339, 'streets_per_node_avg': 2.759809750297265, 'streets_per_node_counts': {0: 0, 1: 343, 2: 0, 3: 1064, 4: 268, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20392390011890607, 2: 0.0, 3: 0.6325802615933412, 4: 0.15933412604042807, 5: 0.004161712247324614}, 'edge_length_total': 471131.82300000044, 'edge_length_avg': 104.3712501107666, 'street_length_total': 236694.84100000034, 'street_length_avg': 104.17906734154944, 'street_segments_count': 2272, 'node_density_km': 64.547542105889, 'intersection_density_km': 51.38475557656681, 'edge_density_km': 18079.90557819071, 'street_density_km': 9083.275990305721, 'circuity_avg': 1.0755075819385667, 'self_loop_proportion': 0.002215330084182543, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0755075819385667\n", - "7173\n", - "14996349.37346605\n", - "{'n': 271, 'm': 837, 'k_avg': 6.177121771217712, 'intersection_count': 238, 'streets_per_node_avg': 3.243542435424354, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 106, 4: 132}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12177121771217712, 2: 0.0, 3: 0.39114391143911437, 4: 0.4870848708487085}, 'edge_length_total': 178506.67800000025, 'edge_length_avg': 213.26962724014368, 'street_length_total': 89471.08999999991, 'street_length_avg': 212.0168009478671, 'street_segments_count': 422, 'node_density_km': 18.071064713889417, 'intersection_density_km': 15.870529158323547, 'edge_density_km': 11903.342177119648, 'street_density_km': 5966.191355764659, 'circuity_avg': 1.0226909342775592, 'self_loop_proportion': 0.0023894862604540022, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0226909342775592\n", - "7174\n", - "9020061.108705875\n", - "{'n': 698, 'm': 1893, 'k_avg': 5.4240687679083095, 'intersection_count': 565, 'streets_per_node_avg': 2.7822349570200573, 'streets_per_node_counts': {0: 0, 1: 133, 2: 0, 3: 456, 4: 104, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19054441260744986, 2: 0.0, 3: 0.6532951289398281, 4: 0.1489971346704871, 5: 0.0071633237822349575}, 'edge_length_total': 184798.45500000025, 'edge_length_avg': 97.62200475435829, 'street_length_total': 92431.11299999994, 'street_length_avg': 97.60413199577607, 'street_segments_count': 947, 'node_density_km': 77.38306776284617, 'intersection_density_km': 62.63815657021215, 'edge_density_km': 20487.49479331561, 'street_density_km': 10247.282350536227, 'circuity_avg': 1.0415445768332796, 'self_loop_proportion': 0.0010565240359218173, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0415445768332796\n", - "7175\n", - "24981221.537605233\n", - "{'n': 1295, 'm': 3574, 'k_avg': 5.51969111969112, 'intersection_count': 1067, 'streets_per_node_avg': 2.8424710424710424, 'streets_per_node_counts': {0: 0, 1: 228, 2: 0, 3: 817, 4: 248, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17606177606177606, 2: 0.0, 3: 0.6308880308880309, 4: 0.1915057915057915, 5: 0.0015444015444015444}, 'edge_length_total': 469932.5449999985, 'edge_length_avg': 131.48644236149931, 'street_length_total': 236436.5940000001, 'street_length_avg': 130.91727242524922, 'street_segments_count': 1806, 'node_density_km': 51.83893822207952, 'intersection_density_km': 42.712082689543514, 'edge_density_km': 18811.431790578787, 'street_density_km': 9464.572965100311, 'circuity_avg': 1.0633899325198692, 'self_loop_proportion': 0.0030777839955232235, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0633899325198692\n", - "7176\n", - "7017283.377935591\n", - "{'n': 384, 'm': 1006, 'k_avg': 5.239583333333333, 'intersection_count': 286, 'streets_per_node_avg': 2.6640625, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 219, 4: 67}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2552083333333333, 2: 0.0, 3: 0.5703125, 4: 0.17447916666666666}, 'edge_length_total': 112652.27200000016, 'edge_length_avg': 111.98038966202799, 'street_length_total': 56326.13599999994, 'street_length_avg': 111.98038966202772, 'street_segments_count': 503, 'node_density_km': 54.722031207605106, 'intersection_density_km': 40.756512826497556, 'edge_density_km': 16053.54464581153, 'street_density_km': 8026.772322905746, 'circuity_avg': 1.0794173509922977, 'self_loop_proportion': 0.0019880715705765406, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0794173509922977\n", - "7177\n", - "12028716.65110982\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 419, 'm': 1070, 'k_avg': 5.107398568019093, 'intersection_count': 326, 'streets_per_node_avg': 2.6778042959427206, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 276, 4: 49, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22195704057279236, 2: 0.0, 3: 0.6587112171837709, 4: 0.11694510739856802, 5: 0.002386634844868735}, 'edge_length_total': 158885.68700000056, 'edge_length_avg': 148.49129626168278, 'street_length_total': 79769.56999999986, 'street_length_avg': 147.17632841328387, 'street_segments_count': 542, 'node_density_km': 34.83330866899598, 'intersection_density_km': 27.10181056346704, 'edge_density_km': 13208.864387485684, 'street_density_km': 6631.594401439324, 'circuity_avg': 1.1140362046373622, 'self_loop_proportion': 0.001869158878504673, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1140362046373622\n", - "7178\n", - "44107047.76093807\n", - "{'n': 5129, 'm': 13962, 'k_avg': 5.444336127900176, 'intersection_count': 4163, 'streets_per_node_avg': 2.824527198284266, 'streets_per_node_counts': {0: 0, 1: 966, 2: 0, 3: 3147, 4: 1000, 5: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18834080717488788, 2: 0.0, 3: 0.6135698966660168, 4: 0.19496977968414897, 5: 0.003119516474946383}, 'edge_length_total': 1066241.0339999935, 'edge_length_avg': 76.36735668242325, 'street_length_total': 545056.4750000007, 'street_length_avg': 76.17840321453538, 'street_segments_count': 7155, 'node_density_km': 116.2852709571355, 'intersection_density_km': 94.38400916251804, 'edge_density_km': 24173.937910763416, 'street_density_km': 12357.582351787136, 'circuity_avg': 1.1055803247031584, 'self_loop_proportion': 0.0035811488325454806, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1055803247031584\n", - "7179\n", - "13988961.085055327\n", - "{'n': 369, 'm': 1154, 'k_avg': 6.254742547425474, 'intersection_count': 342, 'streets_per_node_avg': 3.205962059620596, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 213, 4: 128, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07317073170731707, 2: 0.0, 3: 0.5772357723577236, 4: 0.34688346883468835, 5: 0.0027100271002710027}, 'edge_length_total': 197147.88400000017, 'edge_length_avg': 170.8387209705374, 'street_length_total': 98573.942, 'street_length_avg': 170.83872097053725, 'street_segments_count': 577, 'node_density_km': 26.377941703920364, 'intersection_density_km': 24.447848408511557, 'edge_density_km': 14093.104041201243, 'street_density_km': 7046.552020600615, 'circuity_avg': 1.0212260207066532, 'self_loop_proportion': 0.0034662045060658577, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0212260207066532\n", - "7180\n", - "36104861.10837983\n", - "{'n': 1722, 'm': 4613, 'k_avg': 5.357723577235772, 'intersection_count': 1411, 'streets_per_node_avg': 2.8577235772357725, 'streets_per_node_counts': {0: 0, 1: 311, 2: 0, 3: 1040, 4: 365, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1806039488966318, 2: 0.0, 3: 0.6039488966318235, 4: 0.21196283391405343, 5: 0.003484320557491289}, 'edge_length_total': 493418.6370000009, 'edge_length_avg': 106.96263537827897, 'street_length_total': 258490.5919999999, 'street_length_avg': 106.33097161661863, 'street_segments_count': 2431, 'node_density_km': 47.69440865125856, 'intersection_density_km': 39.08061010855158, 'edge_density_km': 13666.266033231737, 'street_density_km': 7159.440143643288, 'circuity_avg': 1.0801006611303694, 'self_loop_proportion': 0.00520268805549534, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0801006611303694\n", - "7181\n", - "12029341.91666884\n", - "{'n': 971, 'm': 2554, 'k_avg': 5.260556127703398, 'intersection_count': 739, 'streets_per_node_avg': 2.681771369721936, 'streets_per_node_counts': {0: 0, 1: 232, 2: 0, 3: 587, 4: 149, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23892893923789907, 2: 0.0, 3: 0.6045314109165808, 4: 0.15345005149330587, 5: 0.003089598352214212}, 'edge_length_total': 226743.59200000044, 'edge_length_avg': 88.77979326546611, 'street_length_total': 113371.7960000001, 'street_length_avg': 88.77979326546601, 'street_segments_count': 1277, 'node_density_km': 80.71929509747355, 'intersection_density_km': 61.433119543803244, 'edge_density_km': 18849.210004231903, 'street_density_km': 9424.60500211594, 'circuity_avg': 1.0493923032942185, 'self_loop_proportion': 0.0007830853563038371, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0493923032942185\n", - "7182\n", - "16987201.440250404\n", - "{'n': 863, 'm': 2434, 'k_avg': 5.640787949015063, 'intersection_count': 664, 'streets_per_node_avg': 2.964078794901506, 'streets_per_node_counts': {0: 0, 1: 199, 2: 0, 3: 299, 4: 364, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23059096176129779, 2: 0.0, 3: 0.3464658169177289, 4: 0.42178447276940906, 5: 0.0, 6: 0.0011587485515643105}, 'edge_length_total': 350328.5559999998, 'edge_length_avg': 143.93120624486434, 'street_length_total': 181867.37499999977, 'street_length_avg': 146.78561339790136, 'street_segments_count': 1239, 'node_density_km': 50.80295321365652, 'intersection_density_km': 39.08825137180525, 'edge_density_km': 20623.0883428457, 'street_density_km': 10706.14106977464, 'circuity_avg': 1.0189701192032137, 'self_loop_proportion': 0.0016433853738701725, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0189701192032137\n", - "7183\n", - "8018169.718961233\n", - "{'n': 839, 'm': 2278, 'k_avg': 5.430274135876043, 'intersection_count': 668, 'streets_per_node_avg': 2.7818831942789033, 'streets_per_node_counts': {0: 0, 1: 171, 2: 0, 3: 511, 4: 155, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20381406436233612, 2: 0.0, 3: 0.6090584028605482, 4: 0.18474374255065554, 5: 0.0023837902264600714}, 'edge_length_total': 195200.5990000001, 'edge_length_avg': 85.6894640035119, 'street_length_total': 97680.1529999999, 'street_length_avg': 85.68434473684202, 'street_segments_count': 1140, 'node_density_km': 104.63734610355613, 'intersection_density_km': 83.3107833101019, 'edge_density_km': 24344.78264265135, 'street_density_km': 12182.350389641604, 'circuity_avg': 1.0798090382994616, 'self_loop_proportion': 0.0052677787532923615, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0798090382994616\n", - "7184\n", - "31073555.105251465\n", - "{'n': 3071, 'm': 8439, 'k_avg': 5.495929664604364, 'intersection_count': 2535, 'streets_per_node_avg': 2.802018886356236, 'streets_per_node_counts': {0: 0, 1: 536, 2: 0, 3: 2083, 4: 440, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17453598176489743, 2: 0.0, 3: 0.678280690328883, 4: 0.14327580592640835, 5: 0.0039075219798111365}, 'edge_length_total': 747409.2110000005, 'edge_length_avg': 88.5660873326224, 'street_length_total': 376761.8059999993, 'street_length_avg': 88.62898282756981, 'street_segments_count': 4251, 'node_density_km': 98.83001766608281, 'intersection_density_km': 81.5806235048909, 'edge_density_km': 24052.903134784454, 'street_density_km': 12124.837493612893, 'circuity_avg': 1.0848886743985426, 'self_loop_proportion': 0.0035549235691432635, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0848886743985426\n", - "7185\n", - "7994675.39193246\n", - "{'n': 189, 'm': 452, 'k_avg': 4.783068783068783, 'intersection_count': 140, 'streets_per_node_avg': 2.544973544973545, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 128, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25925925925925924, 2: 0.0, 3: 0.6772486772486772, 4: 0.06349206349206349}, 'edge_length_total': 84985.86999999998, 'edge_length_avg': 188.0218362831858, 'street_length_total': 42492.93500000001, 'street_length_avg': 188.0218362831859, 'street_segments_count': 226, 'node_density_km': 23.640734705842164, 'intersection_density_km': 17.511655337660862, 'edge_density_km': 10630.309028651798, 'street_density_km': 5315.154514325902, 'circuity_avg': 1.0740450650765798, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0740450650765798\n", - "7186\n", - "36084272.32236144\n", - "error with entry 7186\n", - "7187\n", - "18984634.17524637\n", - "{'n': 710, 'm': 2004, 'k_avg': 5.645070422535211, 'intersection_count': 611, 'streets_per_node_avg': 2.9309859154929576, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 462, 4: 149}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13943661971830987, 2: 0.0, 3: 0.6507042253521127, 4: 0.20985915492957746}, 'edge_length_total': 286707.7730000004, 'edge_length_avg': 143.0677509980042, 'street_length_total': 146528.33699999982, 'street_length_avg': 144.22080413385808, 'street_segments_count': 1016, 'node_density_km': 37.398666387038034, 'intersection_density_km': 32.183922764056675, 'edge_density_km': 15102.096271827671, 'street_density_km': 7718.259706634472, 'circuity_avg': 1.0426762750342926, 'self_loop_proportion': 0.001996007984031936, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0426762750342926\n", - "7188\n", - "26058561.10125899\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2098, 'm': 5734, 'k_avg': 5.466158245948522, 'intersection_count': 1681, 'streets_per_node_avg': 2.8012392755004765, 'streets_per_node_counts': {0: 0, 1: 417, 2: 1, 3: 1267, 4: 408, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19876072449952337, 2: 0.00047664442326024784, 3: 0.6039084842707341, 4: 0.19447092469018112, 5: 0.0023832221163012394}, 'edge_length_total': 476917.26600000064, 'edge_length_avg': 83.17357272410196, 'street_length_total': 239727.16599999962, 'street_length_avg': 82.57911333103672, 'street_segments_count': 2903, 'node_density_km': 80.51096880781486, 'intersection_density_km': 64.50855031741506, 'edge_density_km': 18301.749822132693, 'street_density_km': 9199.554997241099, 'circuity_avg': 1.0660423764743563, 'self_loop_proportion': 0.002441576560865016, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0660423764743563\n", - "7189\n", - "11995759.837370332\n", - "{'n': 338, 'm': 970, 'k_avg': 5.739644970414201, 'intersection_count': 282, 'streets_per_node_avg': 2.973372781065089, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 179, 4: 103}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16568047337278108, 2: 0.0, 3: 0.5295857988165681, 4: 0.3047337278106509}, 'edge_length_total': 173132.32200000045, 'edge_length_avg': 178.48692989690767, 'street_length_total': 86566.16100000005, 'street_length_avg': 178.48692989690733, 'street_segments_count': 485, 'node_density_km': 28.176622788581533, 'intersection_density_km': 23.50830658692305, 'edge_density_km': 14432.793282559905, 'street_density_km': 7216.396641279938, 'circuity_avg': 1.0224176826960192, 'self_loop_proportion': 0.002061855670103093, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0224176826960192\n", - "7190\n", - "16041986.21248407\n", - "{'n': 773, 'm': 2206, 'k_avg': 5.707632600258732, 'intersection_count': 613, 'streets_per_node_avg': 2.9340232858990944, 'streets_per_node_counts': {0: 0, 1: 160, 2: 0, 3: 345, 4: 267, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2069857697283312, 2: 0.0, 3: 0.4463130659767141, 4: 0.34540750323415265, 5: 0.00129366106080207}, 'edge_length_total': 297092.4820000009, 'edge_length_avg': 134.67474252039932, 'street_length_total': 148546.2410000003, 'street_length_avg': 134.67474252039918, 'street_segments_count': 1103, 'node_density_km': 48.18605313339828, 'intersection_density_km': 38.21222583541157, 'edge_density_km': 18519.68191873896, 'street_density_km': 9259.84095936947, 'circuity_avg': 1.0590615921244757, 'self_loop_proportion': 0.0027198549410698096, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0590615921244757\n", - "7191\n", - "10991071.555514611\n", - "{'n': 292, 'm': 898, 'k_avg': 6.1506849315068495, 'intersection_count': 260, 'streets_per_node_avg': 3.232876712328767, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 130, 4: 128, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1095890410958904, 2: 0.0, 3: 0.4452054794520548, 4: 0.4383561643835616, 5: 0.00684931506849315}, 'edge_length_total': 153250.38500000013, 'edge_length_avg': 170.65744432071284, 'street_length_total': 78124.39400000006, 'street_length_avg': 172.84157964601783, 'street_segments_count': 452, 'node_density_km': 26.56701837715661, 'intersection_density_km': 23.65556430842712, 'edge_density_km': 13943.170529456607, 'street_density_km': 7107.98702432269, 'circuity_avg': 1.0196934493953729, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0196934493953729\n", - "7192\n", - "16035184.717298646\n", - "{'n': 1273, 'm': 3436, 'k_avg': 5.398271798900236, 'intersection_count': 1007, 'streets_per_node_avg': 2.783974862529458, 'streets_per_node_counts': {0: 0, 1: 266, 2: 0, 3: 753, 4: 251, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.208955223880597, 2: 0.0, 3: 0.591516103692066, 4: 0.197172034564022, 5: 0.002356637863315004}, 'edge_length_total': 328904.5579999993, 'edge_length_avg': 95.723096041909, 'street_length_total': 164452.27900000024, 'street_length_avg': 95.72309604190934, 'street_segments_count': 1718, 'node_density_km': 79.38792239959022, 'intersection_density_km': 62.79940130116839, 'edge_density_km': 20511.42932236879, 'street_density_km': 10255.714661184431, 'circuity_avg': 1.0732803606775012, 'self_loop_proportion': 0.0034924330616996507, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0732803606775012\n", - "7193\n", - "6995791.917572171\n", - "{'n': 180, 'm': 534, 'k_avg': 5.933333333333334, 'intersection_count': 160, 'streets_per_node_avg': 3.077777777777778, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 106, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.5888888888888889, 4: 0.3}, 'edge_length_total': 96396.28000000003, 'edge_length_avg': 180.5173782771536, 'street_length_total': 48198.13999999998, 'street_length_avg': 180.51737827715348, 'street_segments_count': 267, 'node_density_km': 25.729753274661064, 'intersection_density_km': 22.870891799698725, 'edge_density_km': 13779.180561084142, 'street_density_km': 6889.5902805420665, 'circuity_avg': 1.0157004335594613, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0157004335594613\n", - "7194\n", - "32071102.549324583\n", - "{'n': 2605, 'm': 7868, 'k_avg': 6.040690978886756, 'intersection_count': 2256, 'streets_per_node_avg': 3.0614203454894433, 'streets_per_node_counts': {0: 0, 1: 349, 2: 0, 3: 1405, 4: 844, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13397312859884836, 2: 0.0, 3: 0.5393474088291746, 4: 0.3239923224568138, 5: 0.002687140115163148}, 'edge_length_total': 749153.7660000015, 'edge_length_avg': 95.21527275038147, 'street_length_total': 375592.9269999997, 'street_length_avg': 95.20733257287698, 'street_segments_count': 3945, 'node_density_km': 81.22577002126985, 'intersection_density_km': 70.34369948866978, 'edge_density_km': 23359.152210243505, 'street_density_km': 11711.257086417492, 'circuity_avg': 1.0503298727415147, 'self_loop_proportion': 0.002287747839349263, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0503298727415147\n", - "7195\n", - "15032816.509365307\n", - "{'n': 810, 'm': 2361, 'k_avg': 5.82962962962963, 'intersection_count': 696, 'streets_per_node_avg': 2.991358024691358, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 479, 4: 213, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14074074074074075, 2: 0.0, 3: 0.591358024691358, 4: 0.26296296296296295, 5: 0.0049382716049382715}, 'edge_length_total': 240114.9600000004, 'edge_length_avg': 101.70053367217298, 'street_length_total': 121051.33700000009, 'street_length_avg': 101.63840218303953, 'street_segments_count': 1191, 'node_density_km': 53.88211846365432, 'intersection_density_km': 46.29870919839927, 'edge_density_km': 15972.71940693289, 'street_density_km': 8052.472198046601, 'circuity_avg': 1.0432917016545595, 'self_loop_proportion': 0.0008470986869970351, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0432917016545595\n", - "7196\n", - "16992114.245850977\n", - "{'n': 410, 'm': 1306, 'k_avg': 6.3707317073170735, 'intersection_count': 366, 'streets_per_node_avg': 3.2756097560975608, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 166, 4: 199, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1073170731707317, 2: 0.0, 3: 0.40487804878048783, 4: 0.4853658536585366, 5: 0.0024390243902439024}, 'edge_length_total': 225956.83299999966, 'edge_length_avg': 173.0144203675342, 'street_length_total': 113402.50399999994, 'street_length_avg': 172.08270713201813, 'street_segments_count': 659, 'node_density_km': 24.128839652788415, 'intersection_density_km': 21.539403202245268, 'edge_density_km': 13297.746809533859, 'street_density_km': 6673.831305465111, 'circuity_avg': 1.0166721127244633, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0166721127244633\n", - "7197\n", - "22047495.436062574\n", - "{'n': 643, 'm': 1602, 'k_avg': 4.98289269051322, 'intersection_count': 458, 'streets_per_node_avg': 2.547433903576983, 'streets_per_node_counts': {0: 0, 1: 185, 2: 0, 3: 379, 4: 79}, 'streets_per_node_proportion': {0: 0.0, 1: 0.28771384136858474, 2: 0.0, 3: 0.5894245723172629, 4: 0.12286158631415241}, 'edge_length_total': 221206.35200000004, 'edge_length_avg': 138.081368289638, 'street_length_total': 110603.17600000004, 'street_length_avg': 138.081368289638, 'street_segments_count': 801, 'node_density_km': 29.164310380047063, 'intersection_density_km': 20.773334609738033, 'edge_density_km': 10033.173729029464, 'street_density_km': 5016.586864514733, 'circuity_avg': 1.0867080323576106, 'self_loop_proportion': 0.003745318352059925, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0867080323576106\n", - "7198\n", - "29077685.985657945\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2551, 'm': 7366, 'k_avg': 5.774990199921599, 'intersection_count': 2129, 'streets_per_node_avg': 2.9490395923167387, 'streets_per_node_counts': {0: 0, 1: 422, 2: 0, 3: 1427, 4: 691, 5: 10, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16542532340258723, 2: 0.0, 3: 0.5593884751078009, 4: 0.27087416699333594, 5: 0.003920031360250882, 6: 0.0003920031360250882}, 'edge_length_total': 717900.7299999996, 'edge_length_avg': 97.46140781971214, 'street_length_total': 361289.6640000002, 'street_length_avg': 96.99051382550341, 'street_segments_count': 3725, 'node_density_km': 87.73050239479976, 'intersection_density_km': 73.21765566386856, 'edge_density_km': 24689.059863776347, 'street_density_km': 12424.979903084446, 'circuity_avg': 1.067372775238268, 'self_loop_proportion': 0.0027151778441487917, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067372775238268\n", - "7199\n", - "14036643.121924365\n", - "{'n': 656, 'm': 1884, 'k_avg': 5.7439024390243905, 'intersection_count': 569, 'streets_per_node_avg': 2.9832317073170733, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 407, 4: 161, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1326219512195122, 2: 0.0, 3: 0.6204268292682927, 4: 0.24542682926829268, 5: 0.001524390243902439}, 'edge_length_total': 236765.0879999997, 'edge_length_avg': 125.67149044585972, 'street_length_total': 118382.54399999992, 'street_length_avg': 125.67149044585979, 'street_segments_count': 942, 'node_density_km': 46.73482073326839, 'intersection_density_km': 40.53675761772823, 'edge_density_km': 16867.643206671495, 'street_density_km': 8433.821603335753, 'circuity_avg': 1.0431129091297413, 'self_loop_proportion': 0.0031847133757961785, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0431129091297413\n", - "7200\n", - "10990996.496790672\n", - "{'n': 407, 'm': 1034, 'k_avg': 5.081081081081081, 'intersection_count': 321, 'streets_per_node_avg': 2.7076167076167077, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 273, 4: 43, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2113022113022113, 2: 0.0, 3: 0.6707616707616708, 4: 0.10565110565110565, 5: 0.012285012285012284}, 'edge_length_total': 144980.06000000017, 'edge_length_avg': 140.21282398452627, 'street_length_total': 75796.97900000006, 'street_length_avg': 142.47552443609035, 'street_segments_count': 532, 'node_density_km': 37.030309318981445, 'intersection_density_km': 29.20572307467578, 'edge_density_km': 13190.802129937334, 'street_density_km': 6896.279060968902, 'circuity_avg': 1.0638088236695669, 'self_loop_proportion': 0.007736943907156673, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0638088236695669\n", - "7201\n", - "7015497.361783626\n", - "{'n': 224, 'm': 520, 'k_avg': 4.642857142857143, 'intersection_count': 151, 'streets_per_node_avg': 2.424107142857143, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 134, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32589285714285715, 2: 0.0, 3: 0.5982142857142857, 4: 0.07589285714285714}, 'edge_length_total': 80089.35799999993, 'edge_length_avg': 154.01799615384604, 'street_length_total': 40044.67899999999, 'street_length_avg': 154.0179961538461, 'street_segments_count': 260, 'node_density_km': 31.929311415641397, 'intersection_density_km': 21.523776891793975, 'edge_density_km': 11416.062735092806, 'street_density_km': 5708.031367546406, 'circuity_avg': 1.0717158033612475, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0717158033612475\n", - "7202\n", - "11990556.432116022\n", - "{'n': 307, 'm': 966, 'k_avg': 6.293159609120521, 'intersection_count': 280, 'streets_per_node_avg': 3.3192182410423454, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 132, 4: 146, 5: 0, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08794788273615635, 2: 0.0, 3: 0.42996742671009774, 4: 0.4755700325732899, 5: 0.0, 6: 0.006514657980456026}, 'edge_length_total': 168521.37499999997, 'edge_length_avg': 174.45276915113868, 'street_length_total': 84296.21299999987, 'street_length_avg': 174.1657293388427, 'street_segments_count': 484, 'node_density_km': 25.603482351971422, 'intersection_density_km': 23.35171028844299, 'edge_density_km': 14054.508308607352, 'street_density_km': 7030.216944245995, 'circuity_avg': 1.0221548575950017, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0221548575950017\n", - "7203\n", - "9020309.990727596\n", - "{'n': 171, 'm': 406, 'k_avg': 4.748538011695906, 'intersection_count': 123, 'streets_per_node_avg': 2.497076023391813, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 113, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2807017543859649, 2: 0.0, 3: 0.6608187134502924, 4: 0.05847953216374269}, 'edge_length_total': 61168.679999999986, 'edge_length_avg': 150.66177339901475, 'street_length_total': 30584.340000000022, 'street_length_avg': 150.6617733990149, 'street_segments_count': 203, 'node_density_km': 18.95721989330511, 'intersection_density_km': 13.63589501097385, 'edge_density_km': 6781.217060486632, 'street_density_km': 3390.6085302433194, 'circuity_avg': 1.0444412359679245, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0444412359679245\n", - "7204\n", - "9020633.580040434\n", - "{'n': 397, 'm': 1014, 'k_avg': 5.10831234256927, 'intersection_count': 292, 'streets_per_node_avg': 2.6095717884130982, 'streets_per_node_counts': {0: 0, 1: 105, 2: 0, 3: 237, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26448362720403024, 2: 0.0, 3: 0.5969773299748111, 4: 0.1385390428211587}, 'edge_length_total': 126200.07800000002, 'edge_length_avg': 124.45767061143987, 'street_length_total': 63100.03900000008, 'street_length_avg': 124.45767061144, 'street_segments_count': 507, 'node_density_km': 44.010212417720275, 'intersection_density_km': 32.37023180346176, 'edge_density_km': 13990.156775599165, 'street_density_km': 6995.07838779959, 'circuity_avg': 1.0623611299382067, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0623611299382067\n", - "7205\n", - "8017674.781473304\n", - "{'n': 146, 'm': 336, 'k_avg': 4.602739726027397, 'intersection_count': 99, 'streets_per_node_avg': 2.3835616438356166, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 95, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3219178082191781, 2: 0.0, 3: 0.6506849315068494, 4: 0.0273972602739726}, 'edge_length_total': 62358.20999999997, 'edge_length_avg': 185.58991071428562, 'street_length_total': 31179.10500000002, 'street_length_avg': 185.58991071428585, 'street_segments_count': 168, 'node_density_km': 18.209768290598024, 'intersection_density_km': 12.347719594309618, 'edge_density_km': 7777.59284326337, 'street_density_km': 3888.7964216316896, 'circuity_avg': 1.1175622325946155, 'self_loop_proportion': 0.005952380952380952, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1175622325946155\n", - "7206\n", - "13030123.293287078\n", - "{'n': 1253, 'm': 3577, 'k_avg': 5.709497206703911, 'intersection_count': 1089, 'streets_per_node_avg': 2.9529130087789306, 'streets_per_node_counts': {0: 0, 1: 164, 2: 0, 3: 830, 4: 250, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13088587390263368, 2: 0.0, 3: 0.6624102154828412, 4: 0.19952114924181963, 5: 0.006384676775738229, 6: 0.0007980845969672786}, 'edge_length_total': 295515.1119999993, 'edge_length_avg': 82.6153514117974, 'street_length_total': 149179.3689999999, 'street_length_avg': 81.92167435475008, 'street_segments_count': 1821, 'node_density_km': 96.16179155000987, 'intersection_density_km': 83.57557142694392, 'edge_density_km': 22679.379569051678, 'street_density_km': 11448.807171061446, 'circuity_avg': 1.0782797383213385, 'self_loop_proportion': 0.0033547665641599105, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0782797383213385\n", - "7207\n", - "37088824.72304956\n", - "{'n': 2695, 'm': 7146, 'k_avg': 5.303153988868274, 'intersection_count': 2168, 'streets_per_node_avg': 2.788126159554731, 'streets_per_node_counts': {0: 0, 1: 527, 2: 0, 3: 1690, 4: 473, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19554730983302412, 2: 0.0, 3: 0.62708719851577, 4: 0.17551020408163265, 5: 0.0018552875695732839}, 'edge_length_total': 624474.8969999992, 'edge_length_avg': 87.38803484466823, 'street_length_total': 322794.1019999988, 'street_length_avg': 86.65613476510035, 'street_segments_count': 3725, 'node_density_km': 72.66339713172795, 'intersection_density_km': 58.454265299289865, 'edge_density_km': 16837.27919833241, 'street_density_km': 8703.27125246954, 'circuity_avg': 1.0917897616044472, 'self_loop_proportion': 0.004757906521130702, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0917897616044472\n", - "7208\n", - "12033329.934591308\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 499, 'm': 1425, 'k_avg': 5.7114228456913825, 'intersection_count': 420, 'streets_per_node_avg': 2.9519038076152304, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 289, 4: 128, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15831663326653306, 2: 0.0, 3: 0.5791583166332666, 4: 0.2565130260521042, 5: 0.006012024048096192}, 'edge_length_total': 167273.58599999992, 'edge_length_avg': 117.38497263157889, 'street_length_total': 83682.8659999999, 'street_length_avg': 117.20289355742284, 'street_segments_count': 714, 'node_density_km': 41.46815575675045, 'intersection_density_km': 34.90305694956951, 'edge_density_km': 13900.85594837312, 'street_density_km': 6954.256756431408, 'circuity_avg': 1.0320978692262808, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0320978692262808\n", - "7209\n", - "5012845.643685129\n", - "{'n': 211, 'm': 598, 'k_avg': 5.668246445497631, 'intersection_count': 180, 'streets_per_node_avg': 2.9668246445497632, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 125, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14691943127962084, 2: 0.0, 3: 0.5924170616113744, 4: 0.26066350710900477}, 'edge_length_total': 67668.76, 'edge_length_avg': 113.15846153846152, 'street_length_total': 33834.37999999999, 'street_length_avg': 113.15846153846151, 'street_segments_count': 299, 'node_density_km': 42.091860591359854, 'intersection_density_km': 35.90774837177618, 'edge_density_km': 13499.071148389516, 'street_density_km': 6749.535574194757, 'circuity_avg': 1.025707903941139, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025707903941139\n", - "7210\n", - "22054513.443148624\n", - "{'n': 831, 'm': 1901, 'k_avg': 4.5752105896510225, 'intersection_count': 563, 'streets_per_node_avg': 2.410348977135981, 'streets_per_node_counts': {0: 0, 1: 268, 2: 0, 3: 517, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32250300842358604, 2: 0.0, 3: 0.6221419975932612, 4: 0.05535499398315283}, 'edge_length_total': 228737.75500000006, 'edge_length_avg': 120.32496317727515, 'street_length_total': 121587.95200000005, 'street_length_avg': 123.94286646279312, 'street_segments_count': 981, 'node_density_km': 37.679362192329634, 'intersection_density_km': 25.5276545298214, 'edge_density_km': 10371.471381113552, 'street_density_km': 5513.064358160761, 'circuity_avg': 1.1068887906640896, 'self_loop_proportion': 0.004208311415044713, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1068887906640896\n", - "7211\n", - "8019335.559662506\n", - "{'n': 228, 'm': 558, 'k_avg': 4.894736842105263, 'intersection_count': 178, 'streets_per_node_avg': 2.6052631578947367, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 168, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21929824561403508, 2: 0.0, 3: 0.7368421052631579, 4: 0.043859649122807015}, 'edge_length_total': 66877.442, 'edge_length_avg': 119.85204659498207, 'street_length_total': 33874.500000000015, 'street_length_avg': 116.40721649484541, 'street_segments_count': 291, 'node_density_km': 28.431283153537894, 'intersection_density_km': 22.196352637411163, 'edge_density_km': 8339.52407932591, 'street_density_km': 4224.103075370701, 'circuity_avg': 1.1751861649394268, 'self_loop_proportion': 0.010752688172043012, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1751861649394268\n", - "7212\n", - "244745285.04116276\n", - "{'n': 31397, 'm': 79644, 'k_avg': 5.073350957097812, 'intersection_count': 23594, 'streets_per_node_avg': 2.6420995636525784, 'streets_per_node_counts': {0: 0, 1: 7803, 2: 45, 3: 19260, 4: 4179, 5: 95, 6: 15}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24852692932445775, 2: 0.001433257954581648, 3: 0.6134344045609453, 4: 0.13310188871548237, 5: 0.003025766793005701, 6: 0.000477752651527216}, 'edge_length_total': 5848884.283000086, 'edge_length_avg': 73.43785197880678, 'street_length_total': 3064531.48200001, 'street_length_avg': 74.3601737843349, 'street_segments_count': 41212, 'node_density_km': 128.28439164709326, 'intersection_density_km': 96.40226571078506, 'edge_density_km': 23897.842534602394, 'street_density_km': 12521.30957899597, 'circuity_avg': 1.1096480181418305, 'self_loop_proportion': 0.0032143036512480537, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1096480181418305\n", - "7213\n", - "12030226.153058559\n", - "{'n': 165, 'm': 410, 'k_avg': 4.96969696969697, 'intersection_count': 123, 'streets_per_node_avg': 2.5939393939393938, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 107, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2545454545454545, 2: 0.0, 3: 0.6484848484848484, 4: 0.09090909090909091, 5: 0.006060606060606061}, 'edge_length_total': 70696.51599999999, 'edge_length_avg': 172.43052682926827, 'street_length_total': 35348.25800000001, 'street_length_avg': 172.43052682926833, 'street_segments_count': 205, 'node_density_km': 13.715452885152162, 'intersection_density_km': 10.22424669620434, 'edge_density_km': 5876.574147529732, 'street_density_km': 2938.2870737648673, 'circuity_avg': 1.1000075898360526, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1000075898360526\n", - "7214\n", - "10022947.577161813\n", - "{'n': 371, 'm': 1006, 'k_avg': 5.423180592991914, 'intersection_count': 309, 'streets_per_node_avg': 2.862533692722372, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 239, 4: 68, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16711590296495957, 2: 0.0, 3: 0.6442048517520216, 4: 0.18328840970350405, 5: 0.0026954177897574125, 6: 0.0026954177897574125}, 'edge_length_total': 143753.3940000001, 'edge_length_avg': 142.8960178926442, 'street_length_total': 71876.69700000003, 'street_length_avg': 142.89601789264418, 'street_segments_count': 503, 'node_density_km': 37.01505940681131, 'intersection_density_km': 30.829254330740415, 'edge_density_km': 14342.427004961604, 'street_density_km': 7171.213502480801, 'circuity_avg': 1.038989351312206, 'self_loop_proportion': 0.0019880715705765406, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038989351312206\n", - "7215\n", - "6012321.042272268\n", - "{'n': 179, 'm': 438, 'k_avg': 4.893854748603352, 'intersection_count': 137, 'streets_per_node_avg': 2.631284916201117, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 119, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2346368715083799, 2: 0.0, 3: 0.664804469273743, 4: 0.1005586592178771}, 'edge_length_total': 74549.09599999999, 'edge_length_avg': 170.20341552511414, 'street_length_total': 37274.547999999995, 'street_length_avg': 170.20341552511414, 'street_segments_count': 219, 'node_density_km': 29.772195919256767, 'intersection_density_km': 22.786541010827804, 'edge_density_km': 12399.387104555759, 'street_density_km': 6199.6935522778795, 'circuity_avg': 1.0334060367250026, 'self_loop_proportion': 0.0045662100456621, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0334060367250026\n", - "7216\n", - "7991600.35170674\n", - "{'n': 309, 'm': 705, 'k_avg': 4.563106796116505, 'intersection_count': 207, 'streets_per_node_avg': 2.394822006472492, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 190, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3300970873786408, 2: 0.0, 3: 0.6148867313915858, 4: 0.05501618122977346}, 'edge_length_total': 92195.72900000006, 'edge_length_avg': 130.77408368794335, 'street_length_total': 46182.16799999998, 'street_length_avg': 130.82767138810195, 'street_segments_count': 353, 'node_density_km': 38.665597177167136, 'intersection_density_km': 25.902196167228468, 'edge_density_km': 11536.579025790514, 'street_density_km': 5778.838526395656, 'circuity_avg': 1.0997565830411438, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0997565830411438\n", - "7217\n", - "5009872.879144397\n", - "{'n': 314, 'm': 834, 'k_avg': 5.312101910828026, 'intersection_count': 262, 'streets_per_node_avg': 2.8121019108280256, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 217, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16560509554140126, 2: 0.0, 3: 0.6910828025477707, 4: 0.14331210191082802}, 'edge_length_total': 79155.44700000006, 'edge_length_avg': 94.91060791366914, 'street_length_total': 40727.495000000024, 'street_length_avg': 96.739893111639, 'street_segments_count': 421, 'node_density_km': 62.676241009457705, 'intersection_density_km': 52.29673612891057, 'edge_density_km': 15799.891316507514, 'street_density_km': 8129.446790864603, 'circuity_avg': 1.066090605848181, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066090605848181\n", - "7218\n", - "7015897.864895027\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 483, 'm': 1234, 'k_avg': 5.109730848861283, 'intersection_count': 383, 'streets_per_node_avg': 2.681159420289855, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 338, 4: 44, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2070393374741201, 2: 0.0, 3: 0.6997929606625258, 4: 0.09109730848861283, 5: 0.002070393374741201}, 'edge_length_total': 118049.05800000008, 'edge_length_avg': 95.66374230145874, 'street_length_total': 59496.585, 'street_length_avg': 94.89088516746412, 'street_segments_count': 627, 'node_density_km': 68.84364757029238, 'intersection_density_km': 54.590304388037225, 'edge_density_km': 16825.937360159438, 'street_density_km': 8480.25244177214, 'circuity_avg': 1.059341146104575, 'self_loop_proportion': 0.0016207455429497568, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059341146104575\n", - "7219\n", - "14026694.67312747\n", - "{'n': 423, 'm': 1062, 'k_avg': 5.0212765957446805, 'intersection_count': 305, 'streets_per_node_avg': 2.607565011820331, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 235, 4: 70}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2789598108747045, 2: 0.0, 3: 0.5555555555555556, 4: 0.16548463356973994}, 'edge_length_total': 152993.95200000002, 'edge_length_avg': 144.06210169491527, 'street_length_total': 76820.452, 'street_length_avg': 143.8585243445693, 'street_segments_count': 534, 'node_density_km': 30.15678389367019, 'intersection_density_km': 21.74425316210262, 'edge_density_km': 10907.341719864187, 'street_density_km': 5476.732315787386, 'circuity_avg': 1.0649761582580006, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0649761582580006\n", - "7220\n", - "32064262.87252042\n", - "{'n': 2986, 'm': 8357, 'k_avg': 5.597454789015405, 'intersection_count': 2485, 'streets_per_node_avg': 2.8697253851306095, 'streets_per_node_counts': {0: 0, 1: 501, 2: 2, 3: 1887, 4: 578, 5: 17, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16778298727394508, 2: 0.0006697923643670462, 3: 0.6319490957803081, 4: 0.19356999330207636, 5: 0.0056932350971198925, 6: 0.0003348961821835231}, 'edge_length_total': 626567.7060000009, 'edge_length_avg': 74.97519516572945, 'street_length_total': 316205.7129999999, 'street_length_avg': 74.6825018894662, 'street_segments_count': 4234, 'node_density_km': 93.12548402785984, 'intersection_density_km': 77.50061212633346, 'edge_density_km': 19540.998291184147, 'street_density_km': 9861.62427176809, 'circuity_avg': 1.0549585916417612, 'self_loop_proportion': 0.0019145626420964462, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0549585916417612\n", - "7221\n", - "15038944.256387113\n", - "{'n': 1052, 'm': 2719, 'k_avg': 5.169201520912548, 'intersection_count': 796, 'streets_per_node_avg': 2.6444866920152093, 'streets_per_node_counts': {0: 0, 1: 256, 2: 0, 3: 661, 4: 132, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24334600760456274, 2: 0.0, 3: 0.6283269961977186, 4: 0.12547528517110265, 5: 0.0028517110266159697}, 'edge_length_total': 267056.16999999975, 'edge_length_avg': 98.2185251930856, 'street_length_total': 133588.08399999974, 'street_length_avg': 98.22653235294099, 'street_segments_count': 1360, 'node_density_km': 69.95171882183222, 'intersection_density_km': 52.929247321462405, 'edge_density_km': 17757.640792277005, 'street_density_km': 8882.809971402363, 'circuity_avg': 1.0579596199115613, 'self_loop_proportion': 0.002206693637366679, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0579596199115613\n", - "7222\n", - "21050178.17609577\n", - "{'n': 812, 'm': 1971, 'k_avg': 4.854679802955665, 'intersection_count': 562, 'streets_per_node_avg': 2.4913793103448274, 'streets_per_node_counts': {0: 0, 1: 250, 2: 0, 3: 477, 4: 83, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3078817733990148, 2: 0.0, 3: 0.5874384236453202, 4: 0.1022167487684729, 5: 0.0024630541871921183}, 'edge_length_total': 229612.53899999993, 'edge_length_avg': 116.4954535768645, 'street_length_total': 115039.64100000009, 'street_length_avg': 116.31915166835196, 'street_segments_count': 989, 'node_density_km': 38.57449534190136, 'intersection_density_km': 26.698111308064735, 'edge_density_km': 10907.866768593156, 'street_density_km': 5465.019822522794, 'circuity_avg': 1.086128725675824, 'self_loop_proportion': 0.004058853373921867, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.086128725675824\n", - "7223\n", - "8020366.995773564\n", - "{'n': 332, 'm': 820, 'k_avg': 4.9397590361445785, 'intersection_count': 252, 'streets_per_node_avg': 2.608433734939759, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 222, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24096385542168675, 2: 0.0, 3: 0.6686746987951807, 4: 0.09036144578313253}, 'edge_length_total': 92259.55799999992, 'edge_length_avg': 112.51165609756087, 'street_length_total': 46307.40200000005, 'street_length_avg': 112.39660679611663, 'street_segments_count': 412, 'node_density_km': 41.39461450765927, 'intersection_density_km': 31.420008602199207, 'edge_density_km': 11503.159150774183, 'street_density_km': 5773.726068196423, 'circuity_avg': 1.1063980937220825, 'self_loop_proportion': 0.004878048780487805, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1063980937220825\n", - "7224\n", - "11027679.44101\n", - "{'n': 261, 'm': 628, 'k_avg': 4.812260536398467, 'intersection_count': 181, 'streets_per_node_avg': 2.475095785440613, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 158, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3065134099616858, 2: 0.0, 3: 0.6053639846743295, 4: 0.08812260536398467}, 'edge_length_total': 109539.25800000003, 'edge_length_avg': 174.42557006369432, 'street_length_total': 54769.62899999999, 'street_length_avg': 174.42557006369424, 'street_segments_count': 314, 'node_density_km': 23.667717346714568, 'intersection_density_km': 16.413244596763743, 'edge_density_km': 9933.119527635414, 'street_density_km': 4966.559763817705, 'circuity_avg': 1.1684758265411734, 'self_loop_proportion': 0.012738853503184714, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1684758265411734\n", - "7225\n", - "4009691.587688147\n", - "{'n': 114, 'm': 262, 'k_avg': 4.5964912280701755, 'intersection_count': 79, 'streets_per_node_avg': 2.482456140350877, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 68, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30701754385964913, 2: 0.0, 3: 0.5964912280701754, 4: 0.09649122807017543}, 'edge_length_total': 37738.333999999995, 'edge_length_avg': 144.03944274809157, 'street_length_total': 18869.167, 'street_length_avg': 144.0394427480916, 'street_segments_count': 131, 'node_density_km': 28.431114340574148, 'intersection_density_km': 19.702263446538225, 'edge_density_km': 9411.779727866462, 'street_density_km': 4705.889863933232, 'circuity_avg': 1.053099889418602, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053099889418602\n", - "7226\n", - "13027881.621797953\n", - "{'n': 577, 'm': 1527, 'k_avg': 5.292894280762565, 'intersection_count': 463, 'streets_per_node_avg': 2.764298093587522, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 372, 4: 90, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1975736568457539, 2: 0.0, 3: 0.6447140381282496, 4: 0.1559792027729636, 5: 0.0017331022530329288}, 'edge_length_total': 204544.1860000003, 'edge_length_avg': 133.95166077275724, 'street_length_total': 102331.85499999998, 'street_length_avg': 133.9422185863874, 'street_segments_count': 764, 'node_density_km': 44.28962564678027, 'intersection_density_km': 35.53916234741641, 'edge_density_km': 15700.494672730343, 'street_density_km': 7854.834574853725, 'circuity_avg': 1.0493154588711422, 'self_loop_proportion': 0.007858546168958742, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0493154588711422\n", - "7227\n", - "10021701.264121236\n", - "{'n': 299, 'm': 728, 'k_avg': 4.869565217391305, 'intersection_count': 220, 'streets_per_node_avg': 2.5183946488294313, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 207, 4: 12, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26421404682274247, 2: 0.0, 3: 0.6923076923076923, 4: 0.04013377926421405, 5: 0.0033444816053511705}, 'edge_length_total': 97452.45600000003, 'edge_length_avg': 133.86326373626378, 'street_length_total': 48726.227999999996, 'street_length_avg': 133.86326373626372, 'street_segments_count': 364, 'node_density_km': 29.835253727872733, 'intersection_density_km': 21.952360602448163, 'edge_density_km': 9724.142980482791, 'street_density_km': 4862.071490241393, 'circuity_avg': 1.0763348181697978, 'self_loop_proportion': 0.0027472527472527475, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0763348181697978\n", - "7228\n", - "562341929.1873972\n", - "error with entry 7228\n", - "7229\n", - "18047663.247784443\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 764, 'm': 2106, 'k_avg': 5.513089005235602, 'intersection_count': 637, 'streets_per_node_avg': 2.837696335078534, 'streets_per_node_counts': {0: 0, 1: 127, 2: 0, 3: 512, 4: 120, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1662303664921466, 2: 0.0, 3: 0.6701570680628273, 4: 0.15706806282722513, 5: 0.006544502617801047}, 'edge_length_total': 250988.76600000012, 'edge_length_avg': 119.17795156695162, 'street_length_total': 125494.38299999994, 'street_length_avg': 119.1779515669515, 'street_segments_count': 1053, 'node_density_km': 42.332350150304904, 'intersection_density_km': 35.29542807034584, 'edge_density_km': 13906.995191236841, 'street_density_km': 6953.497595618414, 'circuity_avg': 1.0362427256648732, 'self_loop_proportion': 0.000949667616334283, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0362427256648732\n", - "7230\n", - "7014667.187542009\n", - "{'n': 305, 'm': 790, 'k_avg': 5.180327868852459, 'intersection_count': 237, 'streets_per_node_avg': 2.681967213114754, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 198, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22295081967213115, 2: 0.0, 3: 0.6491803278688525, 4: 0.12786885245901639}, 'edge_length_total': 104229.25400000012, 'edge_length_avg': 131.93576455696217, 'street_length_total': 52114.62699999997, 'street_length_avg': 131.93576455696194, 'street_segments_count': 395, 'node_density_km': 43.480323705403656, 'intersection_density_km': 33.78634989567432, 'edge_density_km': 14858.759683582766, 'street_density_km': 7429.379841791371, 'circuity_avg': 1.0417126983712213, 'self_loop_proportion': 0.005063291139240506, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0417126983712213\n", - "7231\n", - "8021744.011621791\n", - "{'n': 292, 'm': 770, 'k_avg': 5.273972602739726, 'intersection_count': 226, 'streets_per_node_avg': 2.7054794520547945, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 183, 4: 41, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22602739726027396, 2: 0.0, 3: 0.6267123287671232, 4: 0.1404109589041096, 5: 0.003424657534246575, 6: 0.003424657534246575}, 'edge_length_total': 99366.71, 'edge_length_avg': 129.04767532467534, 'street_length_total': 49683.35500000002, 'street_length_avg': 129.04767532467537, 'street_segments_count': 385, 'node_density_km': 36.40106186098116, 'intersection_density_km': 28.173424591033363, 'edge_density_km': 12387.170402849915, 'street_density_km': 6193.585201424959, 'circuity_avg': 1.103579765202698, 'self_loop_proportion': 0.0025974025974025974, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.103579765202698\n", - "7232\n", - "30057366.201523524\n", - "{'n': 2810, 'm': 8183, 'k_avg': 5.824199288256228, 'intersection_count': 2368, 'streets_per_node_avg': 2.9462633451957294, 'streets_per_node_counts': {0: 0, 1: 442, 2: 0, 3: 1668, 4: 675, 5: 22, 6: 2, 7: 0, 8: 0, 9: 0, 10: 0, 11: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15729537366548044, 2: 0.0, 3: 0.5935943060498221, 4: 0.2402135231316726, 5: 0.007829181494661922, 6: 0.0007117437722419929, 7: 0.0, 8: 0.0, 9: 0.0, 10: 0.0, 11: 0.00035587188612099647}, 'edge_length_total': 619806.1669999962, 'edge_length_avg': 75.74314640107494, 'street_length_total': 310261.45699999965, 'street_length_avg': 75.69198755794088, 'street_segments_count': 4099, 'node_density_km': 93.48789847919439, 'intersection_density_km': 78.78268455470901, 'edge_density_km': 20620.77438337162, 'street_density_km': 10322.310175808861, 'circuity_avg': 1.0600086295528415, 'self_loop_proportion': 0.001710863986313088, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0600086295528415\n", - "7233\n", - "12032420.803440088\n", - "{'n': 290, 'm': 669, 'k_avg': 4.613793103448276, 'intersection_count': 211, 'streets_per_node_avg': 2.5482758620689654, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 184, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27241379310344827, 2: 0.0, 3: 0.6344827586206897, 4: 0.09310344827586207}, 'edge_length_total': 89273.49099999994, 'edge_length_avg': 133.44318535127047, 'street_length_total': 44742.864000000016, 'street_length_avg': 133.16328571428576, 'street_segments_count': 336, 'node_density_km': 24.101550696854662, 'intersection_density_km': 17.535955851849426, 'edge_density_km': 7419.412307661024, 'street_density_km': 3718.5255345464616, 'circuity_avg': 1.0461809282583983, 'self_loop_proportion': 0.0029895366218236174, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0461809282583983\n", - "7234\n", - "14034091.571346557\n", - "{'n': 304, 'm': 752, 'k_avg': 4.947368421052632, 'intersection_count': 221, 'streets_per_node_avg': 2.5657894736842106, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 188, 4: 32, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2730263157894737, 2: 0.0, 3: 0.618421052631579, 4: 0.10526315789473684, 5: 0.003289473684210526}, 'edge_length_total': 131440.803, 'edge_length_avg': 174.78830186170214, 'street_length_total': 66501.45799999993, 'street_length_avg': 174.08758638743436, 'street_segments_count': 382, 'node_density_km': 21.661537439350735, 'intersection_density_km': 15.747367677949054, 'edge_density_km': 9365.821958035607, 'street_density_km': 4738.565204731608, 'circuity_avg': 1.0982932641096825, 'self_loop_proportion': 0.005319148936170213, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0982932641096825\n", - "7235\n", - "11025749.225214865\n", - "{'n': 458, 'm': 1201, 'k_avg': 5.244541484716157, 'intersection_count': 344, 'streets_per_node_avg': 2.7510917030567685, 'streets_per_node_counts': {0: 0, 1: 114, 2: 1, 3: 228, 4: 115}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24890829694323144, 2: 0.002183406113537118, 3: 0.4978165938864629, 4: 0.25109170305676853}, 'edge_length_total': 165901.73200000028, 'edge_length_avg': 138.13632972522922, 'street_length_total': 83795.65600000005, 'street_length_avg': 138.27666006600668, 'street_segments_count': 606, 'node_density_km': 41.53912724158432, 'intersection_density_km': 31.199693823373376, 'edge_density_km': 15046.753613858587, 'street_density_km': 7599.996543397447, 'circuity_avg': 1.0483527616485393, 'self_loop_proportion': 0.0016652789342214821, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0483527616485393\n", - "7236\n", - "24046626.213974815\n", - "{'n': 1509, 'm': 4297, 'k_avg': 5.695162359178264, 'intersection_count': 1239, 'streets_per_node_avg': 2.8979456593770707, 'streets_per_node_counts': {0: 0, 1: 270, 2: 1, 3: 852, 4: 385, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17892644135188868, 2: 0.0006626905235255136, 3: 0.5646123260437376, 4: 0.2551358515573227, 5: 0.0006626905235255136}, 'edge_length_total': 403578.1940000019, 'edge_length_avg': 93.92092017686802, 'street_length_total': 202170.079, 'street_length_avg': 93.9015694379935, 'street_segments_count': 2153, 'node_density_km': 62.75308588291846, 'intersection_density_km': 51.52489954203842, 'edge_density_km': 16783.152464251325, 'street_density_km': 8407.419702083109, 'circuity_avg': 1.0623705520632003, 'self_loop_proportion': 0.0023272050267628577, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0623705520632003\n", - "7237\n", - "27073748.17779888\n", - "{'n': 5658, 'm': 14589, 'k_avg': 5.15694591728526, 'intersection_count': 4141, 'streets_per_node_avg': 2.604277129727819, 'streets_per_node_counts': {0: 0, 1: 1517, 2: 0, 3: 3374, 4: 743, 5: 21, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26811594202898553, 2: 0.0, 3: 0.5963237893248498, 4: 0.13131848709791447, 5: 0.003711558854718982, 6: 0.0003534817956875221, 7: 0.00017674089784376105}, 'edge_length_total': 771253.9339999976, 'edge_length_avg': 52.86544204537649, 'street_length_total': 388937.12100000004, 'street_length_avg': 52.93822253981217, 'street_segments_count': 7347, 'node_density_km': 208.98473173506486, 'intersection_density_km': 152.95259351624313, 'edge_density_km': 28487.15031753321, 'street_density_km': 14365.83950052907, 'circuity_avg': 1.0887461838423718, 'self_loop_proportion': 0.0028103365549386524, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0887461838423718\n", - "7238\n", - "10023761.99997366\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 429, 'm': 1151, 'k_avg': 5.365967365967366, 'intersection_count': 339, 'streets_per_node_avg': 2.787878787878788, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 250, 4: 89}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2097902097902098, 2: 0.0, 3: 0.5827505827505828, 4: 0.20745920745920746}, 'edge_length_total': 150100.26000000018, 'edge_length_avg': 130.40856646394457, 'street_length_total': 75100.35499999994, 'street_length_avg': 130.1565944540727, 'street_segments_count': 577, 'node_density_km': 42.798302673300434, 'intersection_density_km': 33.81963777680384, 'edge_density_km': 14974.443726855707, 'street_density_km': 7492.2324572548, 'circuity_avg': 1.0341745049396385, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0341745049396385\n", - "7239\n", - "19984136.04773549\n", - "{'n': 3884, 'm': 10985, 'k_avg': 5.65653964984552, 'intersection_count': 3323, 'streets_per_node_avg': 2.964727085478888, 'streets_per_node_counts': {0: 0, 1: 561, 2: 5, 3: 2351, 4: 945, 5: 21, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14443872296601443, 2: 0.0012873326467559218, 3: 0.6053038105046344, 4: 0.2433058702368692, 5: 0.005406797116374871, 6: 0.00025746652935118434}, 'edge_length_total': 708006.7969999991, 'edge_length_avg': 64.4521435593991, 'street_length_total': 368768.55499999895, 'street_length_avg': 64.53772401120038, 'street_segments_count': 5714, 'node_density_km': 194.35416125682937, 'intersection_density_km': 166.2818944017621, 'edge_density_km': 35428.4416053216, 'street_density_km': 18453.06467685833, 'circuity_avg': 1.0776477430447746, 'self_loop_proportion': 0.004642694583522986, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0776477430447746\n", - "7240\n", - "188442093.52039573\n", - "error with entry 7240\n", - "7241\n", - "17987043.354057528\n", - "{'n': 1003, 'm': 2734, 'k_avg': 5.451645064805583, 'intersection_count': 827, 'streets_per_node_avg': 2.8175473579262214, 'streets_per_node_counts': {0: 0, 1: 176, 2: 0, 3: 660, 4: 166, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17547357926221335, 2: 0.0, 3: 0.6580259222333001, 4: 0.16550348953140578, 5: 0.0, 6: 0.0009970089730807576}, 'edge_length_total': 290316.6789999996, 'edge_length_avg': 106.18751975128002, 'street_length_total': 145330.99699999997, 'street_length_avg': 105.92638265306121, 'street_segments_count': 1372, 'node_density_km': 55.76236073138405, 'intersection_density_km': 45.97753970573739, 'edge_density_km': 16140.32241349492, 'street_density_km': 8079.76019956699, 'circuity_avg': 1.0634466512314427, 'self_loop_proportion': 0.001463057790782736, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0634466512314427\n", - "7242\n", - "7018186.743630735\n", - "{'n': 634, 'm': 1686, 'k_avg': 5.318611987381703, 'intersection_count': 496, 'streets_per_node_avg': 2.730283911671924, 'streets_per_node_counts': {0: 0, 1: 138, 2: 0, 3: 394, 4: 99, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21766561514195584, 2: 0.0, 3: 0.6214511041009464, 4: 0.15615141955835962, 5: 0.00473186119873817}, 'edge_length_total': 138129.72799999965, 'edge_length_avg': 81.92747805456682, 'street_length_total': 69109.80299999999, 'street_length_avg': 81.78674911242602, 'street_segments_count': 845, 'node_density_km': 90.3367241653093, 'intersection_density_km': 70.67352552995807, 'edge_density_km': 19681.68318196399, 'street_density_km': 9847.244811876757, 'circuity_avg': 1.0847675182664047, 'self_loop_proportion': 0.004744958481613286, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0847675182664047\n", - "7243\n", - "11026622.4772133\n", - "{'n': 385, 'm': 1021, 'k_avg': 5.303896103896104, 'intersection_count': 312, 'streets_per_node_avg': 2.7688311688311686, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 255, 4: 57}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18961038961038962, 2: 0.0, 3: 0.6623376623376623, 4: 0.14805194805194805}, 'edge_length_total': 133866.34499999997, 'edge_length_avg': 131.11297257590596, 'street_length_total': 67792.88600000004, 'street_length_avg': 131.1274390715668, 'street_segments_count': 517, 'node_density_km': 34.91549663513092, 'intersection_density_km': 28.295155714703498, 'edge_density_km': 12140.285502350062, 'street_density_km': 6148.109826022897, 'circuity_avg': 1.0481781913307746, 'self_loop_proportion': 0.0019588638589618022, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0481781913307746\n", - "7244\n", - "117317194.89718427\n", - "error with entry 7244\n", - "7245\n", - "30064751.335105807\n", - "{'n': 1457, 'm': 3844, 'k_avg': 5.276595744680851, 'intersection_count': 1171, 'streets_per_node_avg': 2.7563486616334933, 'streets_per_node_counts': {0: 0, 1: 286, 2: 0, 3: 964, 4: 200, 5: 5, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19629375428963625, 2: 0.0, 3: 0.6616334934797529, 4: 0.13726835964310227, 5: 0.0034317089910775567, 6: 0.0006863417982155113, 7: 0.0006863417982155113}, 'edge_length_total': 438093.3449999998, 'edge_length_avg': 113.96809183142554, 'street_length_total': 222406.77799999993, 'street_length_avg': 113.35717533129457, 'street_segments_count': 1962, 'node_density_km': 48.462067214861676, 'intersection_density_km': 38.94926610061978, 'edge_density_km': 14571.660351251596, 'street_density_km': 7397.592467039682, 'circuity_avg': 1.1214723012857675, 'self_loop_proportion': 0.007804370447450572, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1214723012857675\n", - "7246\n", - "13987423.638466535\n", - "{'n': 650, 'm': 1645, 'k_avg': 5.061538461538461, 'intersection_count': 505, 'streets_per_node_avg': 2.643076923076923, 'streets_per_node_counts': {0: 0, 1: 145, 2: 0, 3: 447, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2230769230769231, 2: 0.0, 3: 0.6876923076923077, 4: 0.08923076923076922}, 'edge_length_total': 213727.74099999998, 'edge_length_avg': 129.92567841945288, 'street_length_total': 107012.75900000017, 'street_length_avg': 129.39874123337384, 'street_segments_count': 827, 'node_density_km': 46.47031624983803, 'intersection_density_km': 36.10386108641262, 'edge_density_km': 15279.993408666882, 'street_density_km': 7650.641159227244, 'circuity_avg': 1.0674175167866884, 'self_loop_proportion': 0.0024316109422492403, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0674175167866884\n", - "7247\n", - "20044771.886536516\n", - "{'n': 1114, 'm': 3203, 'k_avg': 5.7504488330341115, 'intersection_count': 948, 'streets_per_node_avg': 2.949730700179533, 'streets_per_node_counts': {0: 0, 1: 166, 2: 0, 3: 678, 4: 264, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1490125673249551, 2: 0.0, 3: 0.6086175942549371, 4: 0.236983842010772, 5: 0.005385996409335727}, 'edge_length_total': 355328.82500000065, 'edge_length_avg': 110.93625507336893, 'street_length_total': 178838.48600000003, 'street_length_avg': 110.32602467612587, 'street_segments_count': 1621, 'node_density_km': 55.575588802197395, 'intersection_density_km': 47.294127634185934, 'edge_density_km': 17726.758229594252, 'street_density_km': 8921.951669608203, 'circuity_avg': 1.0854495311723644, 'self_loop_proportion': 0.004058694973462379, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0854495311723644\n", - "7248\n", - "30972752.029643144\n", - "{'n': 1476, 'm': 3937, 'k_avg': 5.3346883468834685, 'intersection_count': 1192, 'streets_per_node_avg': 2.7845528455284554, 'streets_per_node_counts': {0: 0, 1: 284, 2: 0, 3: 945, 4: 244, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19241192411924118, 2: 0.0, 3: 0.6402439024390244, 4: 0.16531165311653118, 5: 0.0020325203252032522}, 'edge_length_total': 522670.3330000008, 'edge_length_avg': 132.7585300990604, 'street_length_total': 265018.9439999996, 'street_length_avg': 131.1974970297028, 'street_segments_count': 2020, 'node_density_km': 47.65479020357514, 'intersection_density_km': 38.48544032700648, 'edge_density_km': 16875.16603302696, 'street_density_km': 8556.51908962941, 'circuity_avg': 1.0536425161587972, 'self_loop_proportion': 0.003048006096012192, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0536425161587972\n", - "7249\n", - "7018962.860804427\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 454, 'm': 1289, 'k_avg': 5.6784140969163, 'intersection_count': 386, 'streets_per_node_avg': 2.960352422907489, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 269, 4: 116, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14977973568281938, 2: 0.0, 3: 0.5925110132158591, 4: 0.2555066079295154, 5: 0.0022026431718061676}, 'edge_length_total': 126283.65099999982, 'edge_length_avg': 97.97024903025587, 'street_length_total': 64001.815000000046, 'street_length_avg': 98.3130798771122, 'street_segments_count': 651, 'node_density_km': 64.68192081984718, 'intersection_density_km': 54.99387981599342, 'edge_density_km': 17991.782191240538, 'street_density_km': 9118.414824133284, 'circuity_avg': 1.0358605013862625, 'self_loop_proportion': 0.0015515903801396431, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0358605013862625\n", - "7250\n", - "20978841.476825237\n", - "{'n': 1776, 'm': 4755, 'k_avg': 5.35472972972973, 'intersection_count': 1390, 'streets_per_node_avg': 2.7708333333333335, 'streets_per_node_counts': {0: 0, 1: 386, 2: 0, 3: 1032, 4: 351, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21734234234234234, 2: 0.0, 3: 0.581081081081081, 4: 0.19763513513513514, 5: 0.003941441441441441}, 'edge_length_total': 459420.1399999997, 'edge_length_avg': 96.6183259726603, 'street_length_total': 233616.56799999965, 'street_length_avg': 96.81581765437201, 'street_segments_count': 2413, 'node_density_km': 84.65672434590344, 'intersection_density_km': 66.25723358153479, 'edge_density_km': 21899.214048950646, 'street_density_km': 11135.818355749987, 'circuity_avg': 1.0656900506285663, 'self_loop_proportion': 0.002103049421661409, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0656900506285663\n", - "7251\n", - "16044627.562068291\n", - "{'n': 455, 'm': 1263, 'k_avg': 5.5516483516483515, 'intersection_count': 374, 'streets_per_node_avg': 2.8747252747252747, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 269, 4: 105}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17802197802197803, 2: 0.0, 3: 0.5912087912087912, 4: 0.23076923076923078}, 'edge_length_total': 196823.27200000008, 'edge_length_avg': 155.8379034045923, 'street_length_total': 98482.38200000003, 'street_length_avg': 155.8265537974684, 'street_segments_count': 632, 'node_density_km': 28.358402103124078, 'intersection_density_km': 23.309983267183306, 'edge_density_km': 12267.238440941901, 'street_density_km': 6138.028546877955, 'circuity_avg': 1.0545708275088725, 'self_loop_proportion': 0.001583531274742676, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0545708275088725\n", - "7252\n", - "106932617.26748227\n", - "{'n': 9003, 'm': 24491, 'k_avg': 5.440630900810841, 'intersection_count': 7396, 'streets_per_node_avg': 2.8021770520937466, 'streets_per_node_counts': {0: 0, 1: 1607, 2: 4, 3: 5981, 4: 1386, 5: 24, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17849605686993225, 2: 0.0004442963456625569, 3: 0.6643341108519383, 4: 0.15394868377207596, 5: 0.0026657780739753416, 6: 0.00011107408641563923}, 'edge_length_total': 2362884.3310000193, 'edge_length_avg': 96.47969993058753, 'street_length_total': 1202046.707000003, 'street_length_avg': 95.9564705835398, 'street_segments_count': 12527, 'node_density_km': 84.19320718092787, 'intersection_density_km': 69.16505168389898, 'edge_density_km': 22096.946576080503, 'street_density_km': 11241.160440253621, 'circuity_avg': 1.1000930152208552, 'self_loop_proportion': 0.003715650647176514, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1000930152208552\n", - "7253\n", - "41082394.40171331\n", - "{'n': 2967, 'm': 7974, 'k_avg': 5.375126390293225, 'intersection_count': 2337, 'streets_per_node_avg': 2.7296932928884394, 'streets_per_node_counts': {0: 0, 1: 630, 2: 1, 3: 1883, 4: 449, 5: 3, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2123356926188069, 2: 0.0003370407819346141, 3: 0.6346477923828783, 4: 0.15133131108864173, 5: 0.0010111223458038423, 6: 0.0, 7: 0.0003370407819346141}, 'edge_length_total': 845669.7050000019, 'edge_length_avg': 106.05338663155278, 'street_length_total': 423354.5730000005, 'street_length_avg': 105.97110713391753, 'street_segments_count': 3995, 'node_density_km': 72.22071749246105, 'intersection_density_km': 56.88568142227215, 'edge_density_km': 20584.722904192116, 'street_density_km': 10305.012138784803, 'circuity_avg': 1.0778402477324764, 'self_loop_proportion': 0.0032605969400551793, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0778402477324764\n", - "7254\n", - "7994101.231094644\n", - "{'n': 852, 'm': 2340, 'k_avg': 5.492957746478873, 'intersection_count': 711, 'streets_per_node_avg': 2.852112676056338, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 557, 4: 152, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16549295774647887, 2: 0.0, 3: 0.653755868544601, 4: 0.1784037558685446, 5: 0.002347417840375587}, 'edge_length_total': 191796.92699999988, 'edge_length_avg': 81.96449871794867, 'street_length_total': 98841.63299999989, 'street_length_avg': 83.69316934801006, 'street_segments_count': 1181, 'node_density_km': 106.5785853056222, 'intersection_density_km': 88.94057999095936, 'edge_density_km': 23992.30650895033, 'street_density_km': 12364.32090896419, 'circuity_avg': 1.0621655729806052, 'self_loop_proportion': 0.002564102564102564, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0621655729806052\n", - "7255\n", - "6014132.324160971\n", - "{'n': 178, 'm': 457, 'k_avg': 5.134831460674158, 'intersection_count': 135, 'streets_per_node_avg': 2.735955056179775, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 97, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24157303370786518, 2: 0.0, 3: 0.5449438202247191, 4: 0.20786516853932585, 5: 0.0056179775280898875}, 'edge_length_total': 71939.38199999994, 'edge_length_avg': 157.41659080962788, 'street_length_total': 36029.12300000006, 'street_length_avg': 157.33241484716183, 'street_segments_count': 229, 'node_density_km': 29.59695437443384, 'intersection_density_km': 22.447128317688584, 'edge_density_km': 11961.722509994186, 'street_density_km': 5990.743312257678, 'circuity_avg': 1.0365191671384721, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0365191671384721\n", - "7256\n", - "15989530.743938338\n", - "{'n': 545, 'm': 1322, 'k_avg': 4.851376146788991, 'intersection_count': 399, 'streets_per_node_avg': 2.5357798165137613, 'streets_per_node_counts': {0: 0, 1: 146, 2: 0, 3: 361, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26788990825688075, 2: 0.0, 3: 0.6623853211009174, 4: 0.06788990825688074, 5: 0.001834862385321101}, 'edge_length_total': 185588.70899999965, 'edge_length_avg': 140.38480257186055, 'street_length_total': 92955.54599999994, 'street_length_avg': 139.99329216867463, 'street_segments_count': 664, 'node_density_km': 34.08480265792731, 'intersection_density_km': 24.953828000941282, 'edge_density_km': 11606.889030833921, 'street_density_km': 5813.525580495198, 'circuity_avg': 1.1087410748307025, 'self_loop_proportion': 0.006051437216338881, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1087410748307025\n", - "7257\n", - "7019263.4096056\n", - "{'n': 290, 'm': 784, 'k_avg': 5.406896551724138, 'intersection_count': 233, 'streets_per_node_avg': 2.793103448275862, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 181, 4: 50, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19655172413793104, 2: 0.0, 3: 0.6241379310344828, 4: 0.1724137931034483, 5: 0.006896551724137931}, 'edge_length_total': 110262.22000000006, 'edge_length_avg': 140.64058673469395, 'street_length_total': 55131.11000000002, 'street_length_avg': 140.64058673469393, 'street_segments_count': 392, 'node_density_km': 41.31487637337357, 'intersection_density_km': 33.19436618964152, 'edge_density_km': 15708.517199840418, 'street_density_km': 7854.258599920208, 'circuity_avg': 1.0714650063517739, 'self_loop_proportion': 0.007653061224489796, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0714650063517739\n", - "7258\n", - "20984051.903286442\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2203, 'm': 5591, 'k_avg': 5.075805719473445, 'intersection_count': 1652, 'streets_per_node_avg': 2.6187017703132094, 'streets_per_node_counts': {0: 0, 1: 551, 2: 0, 3: 1394, 4: 254, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25011348161597824, 2: 0.0, 3: 0.6327734906945075, 4: 0.11529732183386292, 5: 0.0018157058556513845}, 'edge_length_total': 485647.5809999994, 'edge_length_avg': 86.86238257914495, 'street_length_total': 244677.52500000002, 'street_length_avg': 86.67287460148779, 'street_segments_count': 2823, 'node_density_km': 104.98449060998436, 'intersection_density_km': 78.7264541478412, 'edge_density_km': 23143.651342376786, 'street_density_km': 11660.165831065236, 'circuity_avg': 1.1111965719423693, 'self_loop_proportion': 0.003577177606868181, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1111965719423693\n", - "7259\n", - "7019293.7399311485\n", - "{'n': 170, 'm': 478, 'k_avg': 5.623529411764705, 'intersection_count': 147, 'streets_per_node_avg': 3.011764705882353, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 100, 4: 46, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13529411764705881, 2: 0.0, 3: 0.5882352941176471, 4: 0.27058823529411763, 5: 0.0058823529411764705}, 'edge_length_total': 78155.80999999998, 'edge_length_avg': 163.50587866108782, 'street_length_total': 39077.905000000006, 'street_length_avg': 163.5058786610879, 'street_segments_count': 239, 'node_density_km': 24.218960809818952, 'intersection_density_km': 20.9422778767258, 'edge_density_km': 11134.426467350917, 'street_density_km': 5567.21323367546, 'circuity_avg': 1.0401798765320291, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0401798765320291\n", - "7260\n", - "33069501.94959734\n", - "{'n': 1993, 'm': 5214, 'k_avg': 5.232313095835424, 'intersection_count': 1549, 'streets_per_node_avg': 2.6929252383341695, 'streets_per_node_counts': {0: 0, 1: 444, 2: 0, 3: 1276, 4: 270, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2227797290516809, 2: 0.0, 3: 0.6402408429503261, 4: 0.1354741595584546, 5: 0.0015052684395383843}, 'edge_length_total': 545792.9400000001, 'edge_length_avg': 104.67835443037976, 'street_length_total': 274700.1869999998, 'street_length_avg': 104.2901241457858, 'street_segments_count': 2634, 'node_density_km': 60.267009858135076, 'intersection_density_km': 46.840741731184764, 'edge_density_km': 16504.419716748886, 'street_density_km': 8306.753074741866, 'circuity_avg': 1.0678839947867884, 'self_loop_proportion': 0.0030686612965093976, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0678839947867884\n", - "7261\n", - "32985705.975806337\n", - "{'n': 3363, 'm': 9424, 'k_avg': 5.604519774011299, 'intersection_count': 2846, 'streets_per_node_avg': 2.900683913172762, 'streets_per_node_counts': {0: 0, 1: 517, 2: 3, 3: 2162, 4: 663, 5: 14, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15373178709485577, 2: 0.0008920606601248885, 3: 0.6428783823966696, 4: 0.19714540588760035, 5: 0.004162949747249479, 6: 0.0011894142134998512}, 'edge_length_total': 875420.7970000067, 'edge_length_avg': 92.89269917232669, 'street_length_total': 445449.14199999865, 'street_length_avg': 92.64749209650554, 'street_segments_count': 4808, 'node_density_km': 101.95325218949755, 'intersection_density_km': 86.27979653027357, 'edge_density_km': 26539.39853953988, 'street_density_km': 13504.308269973584, 'circuity_avg': 1.0611132242913246, 'self_loop_proportion': 0.0029711375212224107, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0611132242913246\n", - "7262\n", - "18036283.98783746\n", - "{'n': 493, 'm': 1217, 'k_avg': 4.9371196754563895, 'intersection_count': 365, 'streets_per_node_avg': 2.59026369168357, 'streets_per_node_counts': {0: 0, 1: 128, 2: 0, 3: 311, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25963488843813387, 2: 0.0, 3: 0.6308316430020284, 4: 0.10953346855983773}, 'edge_length_total': 198706.10699999976, 'edge_length_avg': 163.27535497124055, 'street_length_total': 100408.87499999996, 'street_length_avg': 163.7991435562805, 'street_segments_count': 613, 'node_density_km': 27.333790060771292, 'intersection_density_km': 20.236984527751567, 'edge_density_km': 11017.020309393814, 'street_density_km': 5567.048903627233, 'circuity_avg': 1.0763005021898184, 'self_loop_proportion': 0.008216926869350863, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0763005021898184\n", - "7263\n", - "64953998.55471753\n", - "{'n': 5827, 'm': 16060, 'k_avg': 5.5122704650763685, 'intersection_count': 4643, 'streets_per_node_avg': 2.816028831302557, 'streets_per_node_counts': {0: 0, 1: 1184, 2: 2, 3: 3389, 4: 1221, 5: 17, 6: 13, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20319203706881758, 2: 0.00034322979234597563, 3: 0.5816028831302557, 4: 0.2095417882272181, 5: 0.002917453234940793, 6: 0.0022309936502488414, 7: 0.00017161489617298782}, 'edge_length_total': 1466825.6599999852, 'edge_length_avg': 91.33410087173009, 'street_length_total': 741904.324000005, 'street_length_avg': 91.26637027924775, 'street_segments_count': 8129, 'node_density_km': 89.70964266489784, 'intersection_density_km': 71.48135762710153, 'edge_density_km': 22582.530600703896, 'street_density_km': 11421.996189734518, 'circuity_avg': 1.0515401555101538, 'self_loop_proportion': 0.002054794520547945, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0515401555101538\n", - "7264\n", - "7014537.636035709\n", - "{'n': 154, 'm': 416, 'k_avg': 5.402597402597403, 'intersection_count': 130, 'streets_per_node_avg': 2.831168831168831, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 108, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15584415584415584, 2: 0.0, 3: 0.7012987012987013, 4: 0.14285714285714285}, 'edge_length_total': 70109.052, 'edge_length_avg': 168.531375, 'street_length_total': 35054.52599999998, 'street_length_avg': 168.5313749999999, 'street_segments_count': 208, 'node_density_km': 21.954404978719833, 'intersection_density_km': 18.532939267750507, 'edge_density_km': 9994.821560273556, 'street_density_km': 4997.410780136775, 'circuity_avg': 1.0870524300083477, 'self_loop_proportion': 0.009615384615384616, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0870524300083477\n", - "7265\n", - "6016719.310237003\n", - "{'n': 191, 'm': 450, 'k_avg': 4.712041884816754, 'intersection_count': 139, 'streets_per_node_avg': 2.513089005235602, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 128, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27225130890052357, 2: 0.0, 3: 0.6701570680628273, 4: 0.05759162303664921}, 'edge_length_total': 74569.83799999999, 'edge_length_avg': 165.71075111111108, 'street_length_total': 37877.20500000002, 'street_length_avg': 165.40264192139747, 'street_segments_count': 229, 'node_density_km': 31.744874598857827, 'intersection_density_km': 23.1022909384358, 'edge_density_km': 12393.770451136874, 'street_density_km': 6295.32525068184, 'circuity_avg': 1.0963734471163733, 'self_loop_proportion': 0.0044444444444444444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0963734471163733\n", - "7266\n", - "26972418.742080387\n", - "{'n': 1421, 'm': 3397, 'k_avg': 4.781140042223786, 'intersection_count': 1013, 'streets_per_node_avg': 2.48698099929627, 'streets_per_node_counts': {0: 0, 1: 408, 2: 1, 3: 925, 4: 86, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2871217452498241, 2: 0.0007037297677691766, 3: 0.6509500351864884, 4: 0.06052076002814919, 5: 0.0007037297677691766}, 'edge_length_total': 439553.15100000025, 'edge_length_avg': 129.3945101560201, 'street_length_total': 223427.42399999988, 'street_length_avg': 128.4804048303622, 'street_segments_count': 1739, 'node_density_km': 52.68344724987753, 'intersection_density_km': 37.556883929715646, 'edge_density_km': 16296.393556809264, 'street_density_km': 8283.551658325134, 'circuity_avg': 1.1335303876733296, 'self_loop_proportion': 0.004121283485428319, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1335303876733296\n", - "7267\n", - "8020578.572542042\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 189, 'm': 489, 'k_avg': 5.174603174603175, 'intersection_count': 154, 'streets_per_node_avg': 2.746031746031746, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 132, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18518518518518517, 2: 0.0, 3: 0.6984126984126984, 4: 0.1164021164021164}, 'edge_length_total': 85057.32300000006, 'edge_length_avg': 173.941355828221, 'street_length_total': 42565.772, 'street_length_avg': 173.73784489795918, 'street_segments_count': 245, 'node_density_km': 23.564384824684584, 'intersection_density_km': 19.2006098571504, 'edge_density_km': 10604.886197510563, 'street_density_km': 5307.070009353353, 'circuity_avg': 1.0650663876786841, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0650663876786841\n", - "7268\n", - "23062896.93951462\n", - "{'n': 1341, 'm': 3819, 'k_avg': 5.6957494407158835, 'intersection_count': 1144, 'streets_per_node_avg': 2.9336316181953768, 'streets_per_node_counts': {0: 0, 1: 197, 2: 0, 3: 847, 4: 289, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14690529455630127, 2: 0.0, 3: 0.6316181953765846, 4: 0.21551081282624907, 5: 0.005965697240865026}, 'edge_length_total': 386696.2739999991, 'edge_length_avg': 101.25589787902568, 'street_length_total': 199154.38300000023, 'street_length_avg': 102.60400978876879, 'street_segments_count': 1941, 'node_density_km': 58.145340696658494, 'intersection_density_km': 49.60348229453938, 'edge_density_km': 16767.02952860429, 'street_density_km': 8635.271775367506, 'circuity_avg': 1.050846347361556, 'self_loop_proportion': 0.002094789211835559, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050846347361556\n", - "7269\n", - "18043846.098330252\n", - "{'n': 1353, 'm': 3527, 'k_avg': 5.21359940872136, 'intersection_count': 1041, 'streets_per_node_avg': 2.6770140428677016, 'streets_per_node_counts': {0: 0, 1: 312, 2: 0, 3: 855, 4: 185, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23059866962305986, 2: 0.0, 3: 0.6319290465631929, 4: 0.1367331855136733, 5: 0.0007390983000739098}, 'edge_length_total': 349607.047000001, 'edge_length_avg': 99.12306407711965, 'street_length_total': 175647.2009999997, 'street_length_avg': 99.23570677966086, 'street_segments_count': 1770, 'node_density_km': 74.9840135316386, 'intersection_density_km': 57.692799768245216, 'edge_density_km': 19375.417252774787, 'street_density_km': 9734.465703309996, 'circuity_avg': 1.0618420999739508, 'self_loop_proportion': 0.0022682166146867026, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0618420999739508\n", - "7270\n", - "8990698.76205517\n", - "{'n': 273, 'm': 613, 'k_avg': 4.490842490842491, 'intersection_count': 176, 'streets_per_node_avg': 2.340659340659341, 'streets_per_node_counts': {0: 0, 1: 97, 2: 0, 3: 162, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3553113553113553, 2: 0.0, 3: 0.5934065934065934, 4: 0.05128205128205128}, 'edge_length_total': 73385.44800000003, 'edge_length_avg': 119.71524959216971, 'street_length_total': 36871.497999999985, 'street_length_avg': 119.32523624595464, 'street_segments_count': 309, 'node_density_km': 30.364714381509916, 'intersection_density_km': 19.575786560973427, 'edge_density_km': 8162.3742427807665, 'street_density_km': 4101.071449041809, 'circuity_avg': 1.1174227224093056, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1174227224093056\n", - "7271\n", - "9021994.475793185\n", - "{'n': 627, 'm': 1845, 'k_avg': 5.885167464114833, 'intersection_count': 544, 'streets_per_node_avg': 3.0191387559808613, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 370, 4: 171, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13237639553429026, 2: 0.0, 3: 0.5901116427432217, 4: 0.2727272727272727, 5: 0.003189792663476874, 6: 0.001594896331738437}, 'edge_length_total': 194168.0619999997, 'edge_length_avg': 105.2401420054199, 'street_length_total': 97385.49500000013, 'street_length_avg': 105.05447141316087, 'street_segments_count': 927, 'node_density_km': 69.49682818830102, 'intersection_density_km': 60.29708857166788, 'edge_density_km': 21521.633882726255, 'street_density_km': 10794.231282372659, 'circuity_avg': 1.043818106592843, 'self_loop_proportion': 0.004336043360433604, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043818106592843\n", - "7272\n", - "13987188.936875563\n", - "{'n': 262, 'm': 620, 'k_avg': 4.732824427480916, 'intersection_count': 180, 'streets_per_node_avg': 2.4618320610687023, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 158, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.31297709923664124, 2: 0.0, 3: 0.6030534351145038, 4: 0.08015267175572519, 5: 0.003816793893129771}, 'edge_length_total': 70028.73, 'edge_length_avg': 112.94956451612903, 'street_length_total': 35014.365000000005, 'street_length_avg': 112.94956451612904, 'street_segments_count': 310, 'node_density_km': 18.731426391851194, 'intersection_density_km': 12.868918895164944, 'edge_density_km': 5006.633592785578, 'street_density_km': 2503.3167963927895, 'circuity_avg': 1.0747477156628735, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0747477156628735\n", - "7273\n", - "6012627.290594406\n", - "{'n': 637, 'm': 1635, 'k_avg': 5.133437990580847, 'intersection_count': 475, 'streets_per_node_avg': 2.629513343799058, 'streets_per_node_counts': {0: 0, 1: 162, 2: 0, 3: 390, 4: 82, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2543171114599686, 2: 0.0, 3: 0.6122448979591837, 4: 0.12872841444270017, 5: 0.004709576138147566}, 'edge_length_total': 128636.69299999996, 'edge_length_avg': 78.67687645259936, 'street_length_total': 64474.11200000001, 'street_length_avg': 78.62696585365855, 'street_segments_count': 820, 'node_density_km': 105.9437030125688, 'intersection_density_km': 79.00040648503953, 'edge_density_km': 21394.423233455233, 'street_density_km': 10723.118012130453, 'circuity_avg': 1.0627256746858735, 'self_loop_proportion': 0.004892966360856269, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0627256746858735\n", - "7274\n", - "44121592.27312985\n", - "{'n': 2196, 'm': 6335, 'k_avg': 5.769581056466302, 'intersection_count': 1902, 'streets_per_node_avg': 2.953096539162113, 'streets_per_node_counts': {0: 0, 1: 294, 2: 0, 3: 1426, 4: 467, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13387978142076504, 2: 0.0, 3: 0.6493624772313297, 4: 0.21265938069216758, 5: 0.004098360655737705}, 'edge_length_total': 715946.503, 'edge_length_avg': 113.01444404104184, 'street_length_total': 363809.01700000017, 'street_length_avg': 112.91403382991936, 'street_segments_count': 3222, 'node_density_km': 49.77154918630099, 'intersection_density_km': 43.10814506026616, 'edge_density_km': 16226.66966704221, 'street_density_km': 8245.600357028836, 'circuity_avg': 1.0684405681966918, 'self_loop_proportion': 0.0022099447513812156, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0684405681966918\n", - "7275\n", - "18980078.67702173\n", - "{'n': 1606, 'm': 3994, 'k_avg': 4.973848069738481, 'intersection_count': 1140, 'streets_per_node_avg': 2.551681195516812, 'streets_per_node_counts': {0: 0, 1: 466, 2: 2, 3: 930, 4: 202, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2901618929016189, 2: 0.0012453300124533001, 3: 0.5790784557907845, 4: 0.12577833125778332, 5: 0.0037359900373599006}, 'edge_length_total': 294685.1929999997, 'edge_length_avg': 73.78197120681014, 'street_length_total': 149171.67599999992, 'street_length_avg': 73.26703143418463, 'street_segments_count': 2036, 'node_density_km': 84.61503386412761, 'intersection_density_km': 60.062975470177754, 'edge_density_km': 15526.025893494367, 'street_density_km': 7859.381330204648, 'circuity_avg': 1.1073220917820086, 'self_loop_proportion': 0.0030045067601402104, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1073220917820086\n", - "7276\n", - "7016585.737673084\n", - "{'n': 323, 'm': 822, 'k_avg': 5.089783281733746, 'intersection_count': 249, 'streets_per_node_avg': 2.653250773993808, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 213, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22910216718266255, 2: 0.0, 3: 0.6594427244582043, 4: 0.11145510835913312}, 'edge_length_total': 108174.29800000004, 'edge_length_avg': 131.59890267639906, 'street_length_total': 54087.14899999997, 'street_length_avg': 131.59890267639895, 'street_segments_count': 411, 'node_density_km': 46.03378510231341, 'intersection_density_km': 35.487345171752445, 'edge_density_km': 15416.942376859484, 'street_density_km': 7708.471188429735, 'circuity_avg': 1.0524110945447211, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0524110945447211\n", - "7277\n", - "7016616.703055619\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 222, 'm': 600, 'k_avg': 5.405405405405405, 'intersection_count': 183, 'streets_per_node_avg': 2.873873873873874, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 133, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17567567567567569, 2: 0.0, 3: 0.5990990990990991, 4: 0.22522522522522523}, 'edge_length_total': 91595.27799999995, 'edge_length_avg': 152.65879666666657, 'street_length_total': 46239.332000000024, 'street_length_avg': 153.11037086092722, 'street_segments_count': 302, 'node_density_km': 31.639180162616366, 'intersection_density_km': 26.0809458097243, 'edge_density_km': 13054.05181390509, 'street_density_km': 6589.975476337986, 'circuity_avg': 1.0643474168782263, 'self_loop_proportion': 0.0033333333333333335, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0643474168782263\n", - "7278\n", - "7993962.329346634\n", - "{'n': 460, 'm': 1219, 'k_avg': 5.3, 'intersection_count': 384, 'streets_per_node_avg': 2.782608695652174, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 332, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16521739130434782, 2: 0.0, 3: 0.7217391304347827, 4: 0.11304347826086956}, 'edge_length_total': 154224.34799999994, 'edge_length_avg': 126.51710254306803, 'street_length_total': 77234.37500000009, 'street_length_avg': 126.40650572831439, 'street_segments_count': 611, 'node_density_km': 57.54342853371901, 'intersection_density_km': 48.036253384669784, 'edge_density_km': 19292.603798472624, 'street_density_km': 9661.588561215129, 'circuity_avg': 1.0667243176720078, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0667243176720078\n", - "7279\n", - "14029666.086467506\n", - "{'n': 998, 'm': 2715, 'k_avg': 5.440881763527054, 'intersection_count': 782, 'streets_per_node_avg': 2.7625250501002006, 'streets_per_node_counts': {0: 0, 1: 216, 2: 0, 3: 594, 4: 181, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21643286573146292, 2: 0.0, 3: 0.5951903807615231, 4: 0.1813627254509018, 5: 0.0070140280561122245}, 'edge_length_total': 203199.71600000001, 'edge_length_avg': 74.8433576427256, 'street_length_total': 101996.56200000003, 'street_length_avg': 74.72275604395607, 'street_segments_count': 1365, 'node_density_km': 71.13497882623405, 'intersection_density_km': 55.73903150512528, 'edge_density_km': 14483.574644445665, 'street_density_km': 7270.063405028729, 'circuity_avg': 1.0792062093115817, 'self_loop_proportion': 0.004419889502762431, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0792062093115817\n", - "7280\n", - "7992358.497333232\n", - "{'n': 407, 'm': 980, 'k_avg': 4.815724815724816, 'intersection_count': 300, 'streets_per_node_avg': 2.520884520884521, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 282, 4: 17, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2628992628992629, 2: 0.0, 3: 0.6928746928746928, 4: 0.04176904176904177, 5: 0.002457002457002457}, 'edge_length_total': 121725.142, 'edge_length_avg': 124.20932857142859, 'street_length_total': 61307.261, 'street_length_avg': 122.86024248496993, 'street_segments_count': 499, 'node_density_km': 50.92364164292699, 'intersection_density_km': 37.53585379085528, 'edge_density_km': 15230.190442610323, 'street_density_km': 7670.734617379346, 'circuity_avg': 1.1033910068365325, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1033910068365325\n", - "7281\n", - "14028658.31833763\n", - "{'n': 1006, 'm': 2784, 'k_avg': 5.534791252485089, 'intersection_count': 840, 'streets_per_node_avg': 2.877733598409543, 'streets_per_node_counts': {0: 0, 1: 166, 2: 0, 3: 636, 4: 200, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16500994035785288, 2: 0.0, 3: 0.6322067594433399, 4: 0.1988071570576541, 5: 0.002982107355864811, 6: 0.0009940357852882703}, 'edge_length_total': 278086.0860000002, 'edge_length_avg': 99.88724353448282, 'street_length_total': 139933.50299999997, 'street_length_avg': 99.52596230440965, 'street_segments_count': 1406, 'node_density_km': 71.71035013982785, 'intersection_density_km': 59.87742954021411, 'edge_density_km': 19822.714310213014, 'street_density_km': 9974.831507378378, 'circuity_avg': 1.062225871708152, 'self_loop_proportion': 0.0028735632183908046, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062225871708152\n", - "7282\n", - "6993441.9531832505\n", - "{'n': 621, 'm': 1639, 'k_avg': 5.278582930756844, 'intersection_count': 506, 'streets_per_node_avg': 2.743961352657005, 'streets_per_node_counts': {0: 0, 1: 115, 2: 1, 3: 435, 4: 68, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18518518518518517, 2: 0.001610305958132045, 3: 0.7004830917874396, 4: 0.10950080515297907, 5: 0.00322061191626409}, 'edge_length_total': 142725.61, 'edge_length_avg': 87.08090909090909, 'street_length_total': 71979.43200000006, 'street_length_avg': 86.20291257485037, 'street_segments_count': 835, 'node_density_km': 88.79747685863545, 'intersection_density_km': 72.35349966259186, 'edge_density_km': 20408.492835925328, 'street_density_km': 10292.41859471454, 'circuity_avg': 1.0751415765147438, 'self_loop_proportion': 0.0024405125076266015, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0751415765147438\n", - "7283\n", - "5011709.562904258\n", - "{'n': 271, 'm': 712, 'k_avg': 5.254612546125461, 'intersection_count': 217, 'streets_per_node_avg': 2.7306273062730626, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 182, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1992619926199262, 2: 0.0, 3: 0.6715867158671587, 4: 0.12915129151291513}, 'edge_length_total': 70177.20599999998, 'edge_length_avg': 98.56349157303367, 'street_length_total': 35088.602999999996, 'street_length_avg': 98.5634915730337, 'street_segments_count': 356, 'node_density_km': 54.07336490643664, 'intersection_density_km': 43.29859846751568, 'edge_density_km': 14002.648221963738, 'street_density_km': 7001.324110981871, 'circuity_avg': 1.0691840664560859, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0691840664560859\n", - "7284\n", - "59126161.82071644\n", - "{'n': 2552, 'm': 7086, 'k_avg': 5.553291536050157, 'intersection_count': 2152, 'streets_per_node_avg': 2.8789184952978055, 'streets_per_node_counts': {0: 0, 1: 400, 2: 0, 3: 1670, 4: 474, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15673981191222572, 2: 0.0, 3: 0.6543887147335423, 4: 0.18573667711598746, 5: 0.00274294670846395, 6: 0.00039184952978056425}, 'edge_length_total': 872927.2419999957, 'edge_length_avg': 123.19040953993729, 'street_length_total': 441372.3159999988, 'street_length_avg': 121.82509412089397, 'street_segments_count': 3623, 'node_density_km': 43.16194255494254, 'intersection_density_km': 36.39674779711456, 'edge_density_km': 14763.807003859029, 'street_density_km': 7464.924196133972, 'circuity_avg': 1.125734300431095, 'self_loop_proportion': 0.00366920688681908, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.125734300431095\n", - "7285\n", - "9019220.362270193\n", - "{'n': 6, 'm': 12, 'k_avg': 4.0, 'intersection_count': 4, 'streets_per_node_avg': 2.3333333333333335, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.6666666666666666}, 'edge_length_total': 16355.398, 'edge_length_avg': 1362.9498333333333, 'street_length_total': 8177.698999999999, 'street_length_avg': 1362.9498333333331, 'street_segments_count': 6, 'node_density_km': 0.6652459701616341, 'intersection_density_km': 0.44349731344108945, 'edge_density_km': 1813.3937683149418, 'street_density_km': 906.6968841574708, 'circuity_avg': 1.8844787922187252, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.8844787922187252\n", - "7286\n", - "8991216.043259017\n", - "{'n': 492, 'm': 1250, 'k_avg': 5.08130081300813, 'intersection_count': 374, 'streets_per_node_avg': 2.6341463414634148, 'streets_per_node_counts': {0: 0, 1: 118, 2: 1, 3: 317, 4: 55, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23983739837398374, 2: 0.0020325203252032522, 3: 0.6443089430894309, 4: 0.11178861788617886, 5: 0.0020325203252032522}, 'edge_length_total': 136247.47200000004, 'edge_length_avg': 108.99797760000003, 'street_length_total': 68917.62299999993, 'street_length_avg': 109.21968779714729, 'street_segments_count': 631, 'node_density_km': 54.720073195089896, 'intersection_density_km': 41.59615320114557, 'edge_density_km': 15153.397643264154, 'street_density_km': 7664.994664617088, 'circuity_avg': 1.1043095244405121, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1043095244405121\n", - "7287\n", - "9020222.177248038\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 340, 'm': 892, 'k_avg': 5.247058823529412, 'intersection_count': 258, 'streets_per_node_avg': 2.7058823529411766, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 194, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2411764705882353, 2: 0.0, 3: 0.5705882352941176, 4: 0.18823529411764706}, 'edge_length_total': 122044.84999999986, 'edge_length_avg': 136.82158071748864, 'street_length_total': 61022.424999999996, 'street_length_avg': 136.82158071748879, 'street_segments_count': 446, 'node_density_km': 37.69308486187753, 'intersection_density_km': 28.602399689307063, 'edge_density_km': 13530.137905897378, 'street_density_km': 6765.068952948695, 'circuity_avg': 1.0864551122536863, 'self_loop_proportion': 0.004484304932735426, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0864551122536863\n", - "7288\n", - "44121042.22067388\n", - "{'n': 3790, 'm': 11046, 'k_avg': 5.829023746701847, 'intersection_count': 3275, 'streets_per_node_avg': 2.9857519788918205, 'streets_per_node_counts': {0: 0, 1: 515, 2: 1, 3: 2322, 4: 930, 5: 19, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1358839050131926, 2: 0.0002638522427440633, 3: 0.612664907651715, 4: 0.24538258575197888, 5: 0.005013192612137203, 6: 0.0007915567282321899}, 'edge_length_total': 884775.1130000011, 'edge_length_avg': 80.09914113706328, 'street_length_total': 447048.4870000007, 'street_length_avg': 79.85860789567715, 'street_segments_count': 5598, 'node_density_km': 85.90005605588603, 'intersection_density_km': 74.22762099816008, 'edge_density_km': 20053.359314921632, 'street_density_km': 10132.31928575174, 'circuity_avg': 1.0778792669718371, 'self_loop_proportion': 0.0034401593336954553, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0778792669718371\n", - "7289\n", - "10020756.26603725\n", - "{'n': 430, 'm': 1213, 'k_avg': 5.641860465116279, 'intersection_count': 373, 'streets_per_node_avg': 2.988372093023256, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 266, 4: 105, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1325581395348837, 2: 0.0, 3: 0.6186046511627907, 4: 0.2441860465116279, 5: 0.004651162790697674}, 'edge_length_total': 159847.87900000013, 'edge_length_avg': 131.77896042868932, 'street_length_total': 81275.45300000007, 'street_length_avg': 131.30121647819072, 'street_segments_count': 619, 'node_density_km': 42.91093292602808, 'intersection_density_km': 37.222739491647616, 'edge_density_km': 15951.678172411297, 'street_density_km': 8110.710493524536, 'circuity_avg': 1.06249670886682, 'self_loop_proportion': 0.00989282769991756, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06249670886682\n", - "7290\n", - "11023700.205134988\n", - "{'n': 974, 'm': 2924, 'k_avg': 6.0041067761806985, 'intersection_count': 853, 'streets_per_node_avg': 3.055441478439425, 'streets_per_node_counts': {0: 0, 1: 121, 2: 1, 3: 557, 4: 293, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12422997946611909, 2: 0.001026694045174538, 3: 0.5718685831622177, 4: 0.3008213552361396, 5: 0.002053388090349076}, 'edge_length_total': 268597.9740000004, 'edge_length_avg': 91.8597722298223, 'street_length_total': 135426.72200000007, 'street_length_avg': 91.87701628222528, 'street_segments_count': 1474, 'node_density_km': 88.35508784485064, 'intersection_density_km': 77.3787370961577, 'edge_density_km': 24365.50060340754, 'street_density_km': 12285.051251386216, 'circuity_avg': 1.058781390982442, 'self_loop_proportion': 0.0027359781121751026, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058781390982442\n", - "7291\n", - "8018242.488153661\n", - "{'n': 420, 'm': 1148, 'k_avg': 5.466666666666667, 'intersection_count': 360, 'streets_per_node_avg': 2.8523809523809525, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 303, 4: 56, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7214285714285714, 4: 0.13333333333333333, 5: 0.002380952380952381}, 'edge_length_total': 125720.6429999999, 'edge_length_avg': 109.51275522648075, 'street_length_total': 63634.33299999995, 'street_length_avg': 109.14979931389357, 'street_segments_count': 583, 'node_density_km': 52.38055604086779, 'intersection_density_km': 44.89761946360096, 'edge_density_km': 15679.326633703398, 'street_density_km': 7936.194632927952, 'circuity_avg': 1.0558949440857557, 'self_loop_proportion': 0.0017421602787456446, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0558949440857557\n", - "7292\n", - "10019698.842119666\n", - "{'n': 341, 'm': 935, 'k_avg': 5.483870967741935, 'intersection_count': 278, 'streets_per_node_avg': 2.8181818181818183, 'streets_per_node_counts': {0: 0, 1: 63, 2: 1, 3: 213, 4: 63, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18475073313782991, 2: 0.002932551319648094, 3: 0.624633431085044, 4: 0.18475073313782991, 5: 0.002932551319648094}, 'edge_length_total': 135722.77800000017, 'edge_length_avg': 145.15805133689858, 'street_length_total': 67873.98299999996, 'street_length_avg': 145.0298782051281, 'street_segments_count': 468, 'node_density_km': 34.03295901135702, 'intersection_density_km': 27.745344883159095, 'edge_density_km': 13545.594547159864, 'street_density_km': 6774.054197585167, 'circuity_avg': 1.0391256509162237, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0391256509162237\n", - "7293\n", - "7013764.099855309\n", - "{'n': 422, 'm': 1160, 'k_avg': 5.497630331753554, 'intersection_count': 354, 'streets_per_node_avg': 2.8578199052132702, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 280, 4: 72, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16113744075829384, 2: 0.0, 3: 0.6635071090047393, 4: 0.17061611374407584, 5: 0.004739336492890996}, 'edge_length_total': 121763.87000000007, 'edge_length_avg': 104.96885344827592, 'street_length_total': 60959.56300000001, 'street_length_avg': 104.3828133561644, 'street_segments_count': 584, 'node_density_km': 60.16740711434901, 'intersection_density_km': 50.472185114880446, 'edge_density_km': 17360.70222300633, 'street_density_km': 8691.41906287632, 'circuity_avg': 1.045689110595742, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045689110595742\n", - "7294\n", - "9021443.041946579\n", - "{'n': 338, 'm': 866, 'k_avg': 5.124260355029586, 'intersection_count': 255, 'streets_per_node_avg': 2.665680473372781, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 204, 4: 50, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2455621301775148, 2: 0.0, 3: 0.6035502958579881, 4: 0.14792899408284024, 5: 0.0, 6: 0.0029585798816568047}, 'edge_length_total': 125329.99799999989, 'edge_length_avg': 144.72286143187054, 'street_length_total': 62664.99899999995, 'street_length_avg': 144.72286143187057, 'street_segments_count': 433, 'node_density_km': 37.46628986387403, 'intersection_density_km': 28.26598791505289, 'edge_density_km': 13892.455721025883, 'street_density_km': 6946.227860512942, 'circuity_avg': 1.0596273562479415, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0596273562479415\n", - "7295\n", - "18032422.84296872\n", - "{'n': 452, 'm': 969, 'k_avg': 4.287610619469026, 'intersection_count': 341, 'streets_per_node_avg': 2.5973451327433628, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 302, 4: 38, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24557522123893805, 2: 0.0, 3: 0.668141592920354, 4: 0.084070796460177, 5: 0.0022123893805309734}, 'edge_length_total': 109446.46899999994, 'edge_length_avg': 112.94785242518054, 'street_length_total': 68251.73000000001, 'street_length_avg': 118.28722703639517, 'street_segments_count': 577, 'node_density_km': 25.065960572028498, 'intersection_density_km': 18.9103817589861, 'edge_density_km': 6069.426718366676, 'street_density_km': 3784.9450733467584, 'circuity_avg': 1.1477634883237282, 'self_loop_proportion': 0.0020639834881320948, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1477634883237282\n", - "7296\n", - "8018148.025998475\n", - "{'n': 546, 'm': 1453, 'k_avg': 5.322344322344322, 'intersection_count': 445, 'streets_per_node_avg': 2.827838827838828, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 340, 4: 102, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.184981684981685, 2: 0.0, 3: 0.6227106227106227, 4: 0.18681318681318682, 5: 0.005494505494505495}, 'edge_length_total': 143344.27199999994, 'edge_length_avg': 98.65400688231242, 'street_length_total': 73570.85399999995, 'street_length_avg': 97.57407692307686, 'street_segments_count': 754, 'node_density_km': 68.09552508005842, 'intersection_density_km': 55.49910011103662, 'edge_density_km': 17877.47888105991, 'street_density_km': 9175.542003147093, 'circuity_avg': 1.0638372187116567, 'self_loop_proportion': 0.0027529249827942187, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0638372187116567\n", - "7297\n", - "27063118.72542196\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1531, 'm': 4081, 'k_avg': 5.33115610711953, 'intersection_count': 1215, 'streets_per_node_avg': 2.728282168517309, 'streets_per_node_counts': {0: 0, 1: 316, 2: 0, 3: 1001, 4: 212, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20640104506858262, 2: 0.0, 3: 0.6538210320052253, 4: 0.13847158719790986, 5: 0.0013063357282821686}, 'edge_length_total': 463055.23799999815, 'edge_length_avg': 113.46612055868614, 'street_length_total': 232349.16900000023, 'street_length_avg': 112.95535683033555, 'street_segments_count': 2057, 'node_density_km': 56.57145488416465, 'intersection_density_km': 44.89504747502289, 'edge_density_km': 17110.194974129994, 'street_density_km': 8585.45429879599, 'circuity_avg': 1.0787843496247107, 'self_loop_proportion': 0.00294045577064445, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0787843496247107\n", - "7298\n", - "16036310.717178255\n", - "{'n': 762, 'm': 2056, 'k_avg': 5.396325459317585, 'intersection_count': 590, 'streets_per_node_avg': 2.7690288713910762, 'streets_per_node_counts': {0: 0, 1: 172, 2: 0, 3: 423, 4: 166, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22572178477690288, 2: 0.0, 3: 0.5551181102362205, 4: 0.2178477690288714, 5: 0.0013123359580052493}, 'edge_length_total': 239905.76799999975, 'edge_length_avg': 116.68568482490261, 'street_length_total': 120190.65899999999, 'street_length_avg': 116.35107357212003, 'street_segments_count': 1033, 'node_density_km': 47.5171636069472, 'intersection_density_km': 36.79150463005098, 'edge_density_km': 14960.159617199877, 'street_density_km': 7494.907096758268, 'circuity_avg': 1.0514641796284483, 'self_loop_proportion': 0.0019455252918287938, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0514641796284483\n", - "7299\n", - "4006603.675025265\n", - "{'n': 83, 'm': 228, 'k_avg': 5.493975903614458, 'intersection_count': 68, 'streets_per_node_avg': 2.855421686746988, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 50, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18072289156626506, 2: 0.0, 3: 0.6024096385542169, 4: 0.21686746987951808}, 'edge_length_total': 30790.145999999997, 'edge_length_avg': 135.0445, 'street_length_total': 15395.072999999997, 'street_length_avg': 135.04449999999997, 'street_segments_count': 114, 'node_density_km': 20.715799897397293, 'intersection_density_km': 16.971980638831518, 'edge_density_km': 7684.849437923464, 'street_density_km': 3842.4247189617317, 'circuity_avg': 1.025634773930908, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.025634773930908\n", - "7300\n", - "34075264.56436936\n", - "{'n': 2686, 'm': 7519, 'k_avg': 5.598659717051378, 'intersection_count': 2247, 'streets_per_node_avg': 2.8469843633655993, 'streets_per_node_counts': {0: 0, 1: 439, 2: 0, 3: 1787, 4: 454, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16344005956813104, 2: 0.0, 3: 0.6653015636634401, 4: 0.1690245718540581, 5: 0.0018615040953090098, 6: 0.00037230081906180194}, 'edge_length_total': 689653.7159999992, 'edge_length_avg': 91.72146774837069, 'street_length_total': 346995.61199999996, 'street_length_avg': 91.5555704485488, 'street_segments_count': 3790, 'node_density_km': 78.82550684019057, 'intersection_density_km': 65.9422613067417, 'edge_density_km': 20239.13019654534, 'street_density_km': 10183.21108980719, 'circuity_avg': 1.0745223354830422, 'self_loop_proportion': 0.005851842000265992, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0745223354830422\n", - "7301\n", - "7016555.213454341\n", - "{'n': 454, 'm': 1217, 'k_avg': 5.361233480176211, 'intersection_count': 370, 'streets_per_node_avg': 2.801762114537445, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 292, 4: 78}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18502202643171806, 2: 0.0, 3: 0.6431718061674009, 4: 0.17180616740088106}, 'edge_length_total': 127861.69399999986, 'edge_length_avg': 105.06301889893169, 'street_length_total': 64571.97800000004, 'street_length_avg': 104.99508617886185, 'street_segments_count': 615, 'node_density_km': 64.70411565057577, 'intersection_density_km': 52.73242905443399, 'edge_density_km': 18222.858669283083, 'street_density_km': 9202.803375106689, 'circuity_avg': 1.0442425808707625, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0442425808707625\n", - "7302\n", - "12023007.252629114\n", - "{'n': 570, 'm': 1626, 'k_avg': 5.705263157894737, 'intersection_count': 497, 'streets_per_node_avg': 2.9473684210526314, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 382, 4: 114, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1280701754385965, 2: 0.0, 3: 0.6701754385964912, 4: 0.2, 5: 0.0017543859649122807}, 'edge_length_total': 221643.01000000062, 'edge_length_avg': 136.31181426814305, 'street_length_total': 110821.50499999992, 'street_length_avg': 136.31181426814257, 'street_segments_count': 813, 'node_density_km': 47.40910389747591, 'intersection_density_km': 41.33741164393952, 'edge_density_km': 18434.906121472493, 'street_density_km': 9217.453060736214, 'circuity_avg': 1.0465646672312803, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0465646672312803\n", - "7303\n", - "11020347.48576192\n", - "{'n': 481, 'm': 1251, 'k_avg': 5.201663201663202, 'intersection_count': 382, 'streets_per_node_avg': 2.727650727650728, 'streets_per_node_counts': {0: 0, 1: 99, 2: 2, 3: 311, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20582120582120583, 2: 0.004158004158004158, 3: 0.6465696465696466, 4: 0.14345114345114346}, 'edge_length_total': 144784.385, 'edge_length_avg': 115.73492006394885, 'street_length_total': 72720.29399999997, 'street_length_avg': 114.88198104265398, 'street_segments_count': 633, 'node_density_km': 43.64653661070514, 'intersection_density_km': 34.6631538155704, 'edge_density_km': 13137.91467892085, 'street_density_km': 6598.729676532723, 'circuity_avg': 1.055895505128867, 'self_loop_proportion': 0.0015987210231814548, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055895505128867\n", - "7304\n", - "6012418.491887496\n", - "{'n': 144, 'm': 406, 'k_avg': 5.638888888888889, 'intersection_count': 128, 'streets_per_node_avg': 2.9722222222222223, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 100, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1111111111111111, 2: 0.0, 3: 0.6944444444444444, 4: 0.19444444444444445}, 'edge_length_total': 70359.31800000003, 'edge_length_avg': 173.29881280788183, 'street_length_total': 35179.659000000014, 'street_length_avg': 173.29881280788183, 'street_segments_count': 203, 'node_density_km': 23.95042863272042, 'intersection_density_km': 21.289269895751485, 'edge_density_km': 11702.332113929735, 'street_density_km': 5851.1660569648675, 'circuity_avg': 1.043903976551558, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043903976551558\n", - "7305\n", - "8020412.752637987\n", - "{'n': 446, 'm': 1272, 'k_avg': 5.7040358744394615, 'intersection_count': 389, 'streets_per_node_avg': 2.9663677130044843, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 291, 4: 97, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12780269058295965, 2: 0.0, 3: 0.6524663677130045, 4: 0.21748878923766815, 5: 0.002242152466367713}, 'edge_length_total': 122408.65900000003, 'edge_length_avg': 96.23322248427675, 'street_length_total': 61639.73699999997, 'street_length_avg': 95.56548372093019, 'street_segments_count': 645, 'node_density_km': 55.60811067401818, 'intersection_density_km': 48.501244511643655, 'edge_density_km': 15262.139589977922, 'street_density_km': 7685.3572130344655, 'circuity_avg': 1.0726374849936506, 'self_loop_proportion': 0.0031446540880503146, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0726374849936506\n", - "7306\n", - "11020532.099502852\n", - "{'n': 340, 'm': 963, 'k_avg': 5.6647058823529415, 'intersection_count': 287, 'streets_per_node_avg': 2.9441176470588237, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 200, 4: 87}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15588235294117647, 2: 0.0, 3: 0.5882352941176471, 4: 0.25588235294117645}, 'edge_length_total': 151117.38899999988, 'edge_length_avg': 156.92356074766343, 'street_length_total': 75612.79999999993, 'street_length_avg': 156.87302904564302, 'street_segments_count': 482, 'node_density_km': 30.85150489379163, 'intersection_density_km': 26.042299719171172, 'edge_density_km': 13712.349606677972, 'street_density_km': 6861.08432127437, 'circuity_avg': 1.014385981485617, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.014385981485617\n", - "7307\n", - "10018815.581207212\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 367, 'm': 985, 'k_avg': 5.367847411444142, 'intersection_count': 298, 'streets_per_node_avg': 2.784741144414169, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 239, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1880108991825613, 2: 0.0, 3: 0.6512261580381471, 4: 0.16076294277929154}, 'edge_length_total': 115490.19599999995, 'edge_length_avg': 117.24892994923853, 'street_length_total': 57913.551000000036, 'street_length_avg': 116.52625955734413, 'street_segments_count': 497, 'node_density_km': 36.63107650053965, 'intersection_density_km': 29.744034869647997, 'edge_density_km': 11527.330258142552, 'street_density_km': 5780.47879318503, 'circuity_avg': 1.0716682556522092, 'self_loop_proportion': 0.0020304568527918783, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0716682556522092\n", - "7308\n", - "13032708.252571164\n", - "{'n': 374, 'm': 953, 'k_avg': 5.096256684491979, 'intersection_count': 321, 'streets_per_node_avg': 2.8529411764705883, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 271, 4: 49, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14171122994652408, 2: 0.0, 3: 0.7245989304812834, 4: 0.13101604278074866, 5: 0.00267379679144385}, 'edge_length_total': 117168.96499999994, 'edge_length_avg': 122.94749737670507, 'street_length_total': 60867.82200000003, 'street_length_avg': 121.73564400000006, 'street_segments_count': 500, 'node_density_km': 28.697028488013245, 'intersection_density_km': 24.630337285166448, 'edge_density_km': 8990.377343625736, 'street_density_km': 4670.38936346877, 'circuity_avg': 1.0787911825004468, 'self_loop_proportion': 0.0062959076600209865, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0787911825004468\n", - "7309\n", - "7013876.229091751\n", - "{'n': 400, 'm': 997, 'k_avg': 4.985, 'intersection_count': 310, 'streets_per_node_avg': 2.7375, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 235, 4: 75}, 'streets_per_node_proportion': {0: 0.0, 1: 0.225, 2: 0.0, 3: 0.5875, 4: 0.1875}, 'edge_length_total': 126713.67199999977, 'edge_length_avg': 127.09495687061161, 'street_length_total': 64838.13500000005, 'street_length_avg': 127.38336935167004, 'street_segments_count': 509, 'node_density_km': 57.029805906882565, 'intersection_density_km': 44.19809957783399, 'edge_density_km': 18066.14029977092, 'street_density_km': 9244.26563603563, 'circuity_avg': 1.0555523514241156, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0555523514241156\n", - "7310\n", - "13025234.65393199\n", - "{'n': 666, 'm': 1752, 'k_avg': 5.261261261261262, 'intersection_count': 532, 'streets_per_node_avg': 2.704204204204204, 'streets_per_node_counts': {0: 0, 1: 134, 2: 0, 3: 461, 4: 71}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2012012012012012, 2: 0.0, 3: 0.6921921921921922, 4: 0.1066066066066066}, 'edge_length_total': 201061.9220000001, 'edge_length_avg': 114.76137100456627, 'street_length_total': 100530.96100000002, 'street_length_avg': 114.76137100456624, 'street_segments_count': 876, 'node_density_km': 51.131516452101025, 'intersection_density_km': 40.84379392269932, 'edge_density_km': 15436.337796747835, 'street_density_km': 7718.168898373916, 'circuity_avg': 1.0907686445985647, 'self_loop_proportion': 0.003424657534246575, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0907686445985647\n", - "7311\n", - "425867418.656622\n", - "error with entry 7311\n", - "7312\n", - "6014884.600554956\n", - "{'n': 275, 'm': 728, 'k_avg': 5.294545454545455, 'intersection_count': 230, 'streets_per_node_avg': 2.8181818181818183, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 190, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16363636363636364, 2: 0.0, 3: 0.6909090909090909, 4: 0.14545454545454545}, 'edge_length_total': 90362.5540000001, 'edge_length_avg': 124.1243873626375, 'street_length_total': 45347.78600000002, 'street_length_avg': 123.90105464480881, 'street_segments_count': 366, 'node_density_km': 45.71991289319623, 'intersection_density_km': 38.2384726015823, 'edge_density_km': 15023.156718860891, 'street_density_km': 7539.26118479747, 'circuity_avg': 1.0428281200536305, 'self_loop_proportion': 0.0027472527472527475, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0428281200536305\n", - "7313\n", - "16033120.386684664\n", - "{'n': 265, 'm': 670, 'k_avg': 5.056603773584905, 'intersection_count': 211, 'streets_per_node_avg': 2.7056603773584906, 'streets_per_node_counts': {0: 0, 1: 54, 2: 1, 3: 179, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2037735849056604, 2: 0.0037735849056603774, 3: 0.6754716981132075, 4: 0.1169811320754717}, 'edge_length_total': 140268.8629999999, 'edge_length_avg': 209.35651194029836, 'street_length_total': 71070.393, 'street_length_avg': 207.20231195335276, 'street_segments_count': 343, 'node_density_km': 16.52828604842758, 'intersection_density_km': 13.160257947993284, 'edge_density_km': 8748.69392962905, 'street_density_km': 4432.723717276095, 'circuity_avg': 1.1170618416762088, 'self_loop_proportion': 0.005970149253731343, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1170618416762088\n", - "7314\n", - "16026117.157513263\n", - "{'n': 1000, 'm': 2710, 'k_avg': 5.42, 'intersection_count': 801, 'streets_per_node_avg': 2.804, 'streets_per_node_counts': {0: 0, 1: 199, 2: 0, 3: 600, 4: 200, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.199, 2: 0.0, 3: 0.6, 4: 0.2, 5: 0.001}, 'edge_length_total': 286300.9279999997, 'edge_length_avg': 105.64609889298883, 'street_length_total': 144412.4489999999, 'street_length_avg': 104.9509077034883, 'street_segments_count': 1376, 'node_density_km': 62.39814611184134, 'intersection_density_km': 49.980915035584914, 'edge_density_km': 17864.64713729975, 'street_density_km': 9011.06909307083, 'circuity_avg': 1.0674250527187972, 'self_loop_proportion': 0.0051660516605166054, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0674250527187972\n", - "7315\n", - "10017114.476725595\n", - "{'n': 172, 'm': 490, 'k_avg': 5.6976744186046515, 'intersection_count': 146, 'streets_per_node_avg': 2.9244186046511627, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 107, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1511627906976744, 2: 0.0, 3: 0.622093023255814, 4: 0.22674418604651161}, 'edge_length_total': 111158.93600000003, 'edge_length_avg': 226.8549714285715, 'street_length_total': 55579.46800000003, 'street_length_avg': 226.85497142857156, 'street_segments_count': 245, 'node_density_km': 17.170613393670983, 'intersection_density_km': 14.57505555509281, 'edge_density_km': 11096.901833184977, 'street_density_km': 5548.45091659249, 'circuity_avg': 1.0315760366528794, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0315760366528794\n", - "7316\n", - "119210637.13521484\n", - "error with entry 7316\n", - "7317\n", - "8017059.482856753\n", - "{'n': 333, 'm': 876, 'k_avg': 5.261261261261262, 'intersection_count': 276, 'streets_per_node_avg': 2.744744744744745, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 248, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17117117117117117, 2: 0.0, 3: 0.7447447447447447, 4: 0.08108108108108109, 5: 0.003003003003003003}, 'edge_length_total': 92814.24499999991, 'edge_length_avg': 105.95233447488575, 'street_length_total': 46584.80700000001, 'street_length_avg': 104.9207364864865, 'street_segments_count': 444, 'node_density_km': 41.53642625604428, 'intersection_density_km': 34.42658752753219, 'edge_density_km': 11577.093222080848, 'street_density_km': 5810.709911734401, 'circuity_avg': 1.0682628176353919, 'self_loop_proportion': 0.00228310502283105, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0682628176353919\n", - "7318\n", - "178324799.91697654\n", - "{'n': 28453, 'm': 73703, 'k_avg': 5.180683934910203, 'intersection_count': 22550, 'streets_per_node_avg': 2.762520648086318, 'streets_per_node_counts': {0: 0, 1: 5903, 2: 16, 3: 17730, 4: 4555, 5: 237, 6: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2074649421853583, 2: 0.0005623308614205884, 3: 0.6231328858116895, 4: 0.16008856711067374, 5: 0.008329525884792464, 6: 0.00042174814606544126}, 'edge_length_total': 4412109.989000007, 'edge_length_avg': 59.863370405546675, 'street_length_total': 2400992.8639999703, 'street_length_avg': 61.27639190465177, 'street_segments_count': 39183, 'node_density_km': 159.55716766959497, 'intersection_density_km': 126.45464910376293, 'edge_density_km': 24741.987603822756, 'street_density_km': 13464.155659323947, 'circuity_avg': 1.0701984249766134, 'self_loop_proportion': 0.0019130835922554035, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0701984249766134\n", - "7319\n", - "24051684.88317843\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 4329, 'm': 12085, 'k_avg': 5.583275583275583, 'intersection_count': 3553, 'streets_per_node_avg': 2.9233079233079233, 'streets_per_node_counts': {0: 0, 1: 776, 2: 6, 3: 2366, 4: 1140, 5: 38, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17925617925617926, 2: 0.001386001386001386, 3: 0.5465465465465466, 4: 0.26334026334026334, 5: 0.008778008778008778, 6: 0.000462000462000462, 7: 0.000231000231000231}, 'edge_length_total': 729751.5429999996, 'edge_length_avg': 60.38490219280096, 'street_length_total': 379162.97799999994, 'street_length_avg': 60.3378386378103, 'street_segments_count': 6284, 'node_density_km': 179.98739053111703, 'intersection_density_km': 147.72353859021916, 'edge_density_km': 30340.973887878532, 'street_density_km': 15764.50796863648, 'circuity_avg': 1.0829767271602935, 'self_loop_proportion': 0.0038891187422424494, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0829767271602935\n", - "7320\n", - "7013064.348983368\n", - "{'n': 314, 'm': 816, 'k_avg': 5.197452229299363, 'intersection_count': 255, 'streets_per_node_avg': 2.751592356687898, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 215, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18789808917197454, 2: 0.0, 3: 0.6847133757961783, 4: 0.12738853503184713}, 'edge_length_total': 121783.75900000012, 'edge_length_avg': 149.24480269607858, 'street_length_total': 61004.874000000025, 'street_length_avg': 148.79237560975616, 'street_segments_count': 410, 'node_density_km': 44.77358033161613, 'intersection_density_km': 36.36071014191756, 'edge_density_km': 17365.270435263326, 'street_density_km': 8698.747218659622, 'circuity_avg': 1.0712560045992061, 'self_loop_proportion': 0.004901960784313725, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0712560045992061\n", - "7321\n", - "35061529.36730557\n", - "{'n': 2086, 'm': 5650, 'k_avg': 5.417066155321189, 'intersection_count': 1765, 'streets_per_node_avg': 2.8911792905081497, 'streets_per_node_counts': {0: 0, 1: 321, 2: 0, 3: 1352, 4: 411, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1538830297219559, 2: 0.0, 3: 0.6481303930968361, 4: 0.19702780441035475, 5: 0.0009587727708533077}, 'edge_length_total': 612491.6319999992, 'edge_length_avg': 108.40559858407065, 'street_length_total': 319841.2350000003, 'street_length_avg': 107.32927348993297, 'street_segments_count': 2980, 'node_density_km': 59.49540814797339, 'intersection_density_km': 50.34007448761891, 'edge_density_km': 17469.050639049987, 'street_density_km': 9122.284189298603, 'circuity_avg': 1.084604413785475, 'self_loop_proportion': 0.003185840707964602, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084604413785475\n", - "7322\n", - "8018125.24763076\n", - "{'n': 304, 'm': 826, 'k_avg': 5.434210526315789, 'intersection_count': 253, 'streets_per_node_avg': 2.786184210526316, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 220, 4: 30, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16776315789473684, 2: 0.0, 3: 0.7236842105263158, 4: 0.09868421052631579, 5: 0.006578947368421052, 6: 0.003289473684210526}, 'edge_length_total': 87808.31199999996, 'edge_length_avg': 106.30546246973361, 'street_length_total': 43904.155999999995, 'street_length_avg': 106.30546246973364, 'street_segments_count': 413, 'node_density_km': 37.91409969429295, 'intersection_density_km': 31.55351060084249, 'edge_density_km': 10951.227286695983, 'street_density_km': 5475.613643347993, 'circuity_avg': 1.0504185275914013, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0504185275914013\n", - "7323\n", - "8016084.744206913\n", - "{'n': 140, 'm': 352, 'k_avg': 5.0285714285714285, 'intersection_count': 114, 'streets_per_node_avg': 2.7857142857142856, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 92, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18571428571428572, 2: 0.0, 3: 0.6571428571428571, 4: 0.15714285714285714}, 'edge_length_total': 72198.76900000004, 'edge_length_avg': 205.1101392045456, 'street_length_total': 36288.909000000014, 'street_length_avg': 199.38960989010997, 'street_segments_count': 182, 'node_density_km': 17.46488522357197, 'intersection_density_km': 14.22140653919432, 'edge_density_km': 9006.73724191562, 'street_density_km': 4527.011646954629, 'circuity_avg': 1.0503212485883044, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0503212485883044\n", - "7324\n", - "24052961.42810133\n", - "{'n': 1730, 'm': 4784, 'k_avg': 5.530635838150289, 'intersection_count': 1394, 'streets_per_node_avg': 2.8416184971098266, 'streets_per_node_counts': {0: 0, 1: 336, 2: 4, 3: 998, 4: 383, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19421965317919074, 2: 0.0023121387283236996, 3: 0.576878612716763, 4: 0.22138728323699422, 5: 0.004624277456647399, 6: 0.0005780346820809249}, 'edge_length_total': 455983.33599999995, 'edge_length_avg': 95.31424247491638, 'street_length_total': 230349.20499999978, 'street_length_avg': 95.02854991749166, 'street_segments_count': 2424, 'node_density_km': 71.9246154021942, 'intersection_density_km': 57.955441543733365, 'edge_density_km': 18957.47171769335, 'street_density_km': 9576.7502762001, 'circuity_avg': 1.0507393094636979, 'self_loop_proportion': 0.0020903010033444815, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0507393094636979\n", - "7325\n", - "11027591.271158703\n", - "{'n': 286, 'm': 793, 'k_avg': 5.545454545454546, 'intersection_count': 251, 'streets_per_node_avg': 2.9755244755244754, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 189, 4: 61, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12237762237762238, 2: 0.0, 3: 0.6608391608391608, 4: 0.21328671328671328, 5: 0.0034965034965034965}, 'edge_length_total': 120081.80099999995, 'edge_length_avg': 151.42723959646904, 'street_length_total': 60438.85899999991, 'street_length_avg': 149.23175061728372, 'street_segments_count': 405, 'node_density_km': 25.934947439337687, 'intersection_density_km': 22.761090235222934, 'edge_density_km': 10889.213976769253, 'street_density_km': 5480.694515589298, 'circuity_avg': 1.0344013012326736, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0344013012326736\n", - "7326\n", - "10020134.373691369\n", - "{'n': 515, 'm': 1445, 'k_avg': 5.611650485436893, 'intersection_count': 427, 'streets_per_node_avg': 2.912621359223301, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 296, 4: 131}, 'streets_per_node_proportion': {0: 0.0, 1: 0.170873786407767, 2: 0.0, 3: 0.574757281553398, 4: 0.2543689320388349}, 'edge_length_total': 177706.3849999998, 'edge_length_avg': 122.98019723183377, 'street_length_total': 89081.20699999991, 'street_length_avg': 122.87063034482746, 'street_segments_count': 725, 'node_density_km': 51.39651633337094, 'intersection_density_km': 42.614198979319205, 'edge_density_km': 17734.930328537466, 'street_density_km': 8890.220797226977, 'circuity_avg': 1.0423072502185058, 'self_loop_proportion': 0.001384083044982699, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0423072502185058\n", - "7327\n", - "14031155.888296971\n", - "{'n': 639, 'm': 1652, 'k_avg': 5.170579029733959, 'intersection_count': 488, 'streets_per_node_avg': 2.6870109546165883, 'streets_per_node_counts': {0: 0, 1: 151, 2: 0, 3: 389, 4: 97, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23630672926447574, 2: 0.0, 3: 0.6087636932707355, 4: 0.15179968701095461, 5: 0.001564945226917058, 6: 0.001564945226917058}, 'edge_length_total': 186838.85000000024, 'edge_length_avg': 113.09857748184034, 'street_length_total': 93419.42499999974, 'street_length_avg': 113.09857748183988, 'street_segments_count': 826, 'node_density_km': 45.54150813283841, 'intersection_density_km': 34.77974330019584, 'edge_density_km': 13315.998445704518, 'street_density_km': 6657.9992228522315, 'circuity_avg': 1.0515050772184196, 'self_loop_proportion': 0.0012106537530266344, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0515050772184196\n", - "7328\n", - "50126544.011306755\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 4271, 'm': 12255, 'k_avg': 5.738702879887614, 'intersection_count': 3589, 'streets_per_node_avg': 2.948021540622805, 'streets_per_node_counts': {0: 0, 1: 682, 2: 1, 3: 2475, 4: 1086, 5: 24, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15968157340201358, 2: 0.00023413720440177945, 3: 0.5794895808944042, 4: 0.2542730039803325, 5: 0.005619292905642706, 6: 0.0007024116132053383}, 'edge_length_total': 1131555.5979999995, 'edge_length_avg': 92.33419812321497, 'street_length_total': 571248.3260000012, 'street_length_avg': 91.94404088202175, 'street_segments_count': 6213, 'node_density_km': 85.20435797521998, 'intersection_density_km': 71.59879203302845, 'edge_density_km': 22573.97992059379, 'street_density_km': 11396.124294368827, 'circuity_avg': 1.0549316325258773, 'self_loop_proportion': 0.001142390860873113, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0549316325258773\n", - "7329\n", - "15030152.088887308\n", - "{'n': 694, 'm': 1878, 'k_avg': 5.412103746397695, 'intersection_count': 555, 'streets_per_node_avg': 2.7737752161383287, 'streets_per_node_counts': {0: 0, 1: 139, 2: 0, 3: 435, 4: 119, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20028818443804033, 2: 0.0, 3: 0.6268011527377522, 4: 0.17146974063400577, 5: 0.001440922190201729}, 'edge_length_total': 230056.59599999996, 'edge_length_avg': 122.50084984025557, 'street_length_total': 115281.77200000014, 'street_length_avg': 122.50985334750281, 'street_segments_count': 941, 'node_density_km': 46.173850796434444, 'intersection_density_km': 36.92577405190362, 'edge_density_km': 15306.338528010943, 'street_density_km': 7670.033630946081, 'circuity_avg': 1.0507920473677277, 'self_loop_proportion': 0.003194888178913738, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0507920473677277\n", - "7330\n", - "8015874.2404553415\n", - "{'n': 413, 'm': 1108, 'k_avg': 5.365617433414044, 'intersection_count': 328, 'streets_per_node_avg': 2.7990314769975786, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 241, 4: 87}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20581113801452786, 2: 0.0, 3: 0.5835351089588378, 4: 0.2106537530266344}, 'edge_length_total': 137215.33000000013, 'edge_length_avg': 123.84055054151636, 'street_length_total': 69053.55299999997, 'street_length_avg': 123.75188709677414, 'street_segments_count': 558, 'node_density_km': 51.52276440611168, 'intersection_density_km': 40.91880563003543, 'edge_density_km': 17117.94944430236, 'street_density_km': 8614.60034533643, 'circuity_avg': 1.0389634291462888, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0389634291462888\n", - "7331\n", - "19040714.786660682\n", - "{'n': 1264, 'm': 3419, 'k_avg': 5.409810126582278, 'intersection_count': 1006, 'streets_per_node_avg': 2.7792721518987342, 'streets_per_node_counts': {0: 0, 1: 258, 2: 0, 3: 770, 4: 235, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20411392405063292, 2: 0.0, 3: 0.6091772151898734, 4: 0.18591772151898733, 5: 0.0007911392405063291}, 'edge_length_total': 372472.3470000001, 'edge_length_avg': 108.94189733840308, 'street_length_total': 188159.48600000035, 'street_length_avg': 108.76270867052044, 'street_segments_count': 1730, 'node_density_km': 66.38406247676784, 'intersection_density_km': 52.83415099021238, 'edge_density_km': 19561.888887750283, 'street_density_km': 9881.954963782078, 'circuity_avg': 1.050576196657472, 'self_loop_proportion': 0.0017548990933021352, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050576196657472\n", - "7332\n", - "10017626.53392145\n", - "{'n': 483, 'm': 1321, 'k_avg': 5.469979296066253, 'intersection_count': 414, 'streets_per_node_avg': 2.867494824016563, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 340, 4: 74}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.7039337474120083, 4: 0.15320910973084886}, 'edge_length_total': 169737.97500000024, 'edge_length_avg': 128.49203255109782, 'street_length_total': 85403.72700000007, 'street_length_avg': 128.42665714285724, 'street_segments_count': 665, 'node_density_km': 48.21501364265046, 'intersection_density_km': 41.327154550843254, 'edge_density_km': 16943.93122215502, 'street_density_km': 8525.345470886541, 'circuity_avg': 1.0662496590216708, 'self_loop_proportion': 0.001514004542013626, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0662496590216708\n", - "7333\n", - "13024647.256266002\n", - "{'n': 587, 'm': 1577, 'k_avg': 5.3730834752981265, 'intersection_count': 485, 'streets_per_node_avg': 2.8006814310051107, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 398, 4: 87}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1737649063032368, 2: 0.0, 3: 0.6780238500851788, 4: 0.14821124361158433}, 'edge_length_total': 205633.25399999952, 'edge_length_avg': 130.39521496512336, 'street_length_total': 103411.77199999994, 'street_length_avg': 129.5886867167919, 'street_segments_count': 798, 'node_density_km': 45.068399047628816, 'intersection_density_km': 37.23709290988071, 'edge_density_km': 15788.009452699138, 'street_density_km': 7939.698478225564, 'circuity_avg': 1.050131909699493, 'self_loop_proportion': 0.007609384908053266, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050131909699493\n", - "7334\n", - "94179962.95533139\n", - "{'n': 7552, 'm': 20849, 'k_avg': 5.52145127118644, 'intersection_count': 6068, 'streets_per_node_avg': 2.8311705508474576, 'streets_per_node_counts': {0: 0, 1: 1484, 2: 2, 3: 4430, 4: 1582, 5: 51, 6: 2, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1965042372881356, 2: 0.00026483050847457627, 3: 0.5865995762711864, 4: 0.20948093220338984, 5: 0.006753177966101695, 6: 0.00026483050847457627, 7: 0.0, 8: 0.00013241525423728814}, 'edge_length_total': 1818818.7889999957, 'edge_length_avg': 87.23769912225985, 'street_length_total': 922468.4560000014, 'street_length_avg': 86.88598059715564, 'street_segments_count': 10617, 'node_density_km': 80.18690773516059, 'intersection_density_km': 64.42984059016875, 'edge_density_km': 19312.162926445864, 'street_density_km': 9794.742183510083, 'circuity_avg': 1.077576546716035, 'self_loop_proportion': 0.0028298719363038993, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.077576546716035\n", - "7335\n", - "12023476.215009151\n", - "{'n': 777, 'm': 2216, 'k_avg': 5.703989703989704, 'intersection_count': 667, 'streets_per_node_avg': 2.943371943371943, 'streets_per_node_counts': {0: 0, 1: 110, 2: 0, 3: 492, 4: 174, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14157014157014158, 2: 0.0, 3: 0.6332046332046332, 4: 0.22393822393822393, 5: 0.001287001287001287}, 'edge_length_total': 240910.56799999997, 'edge_length_avg': 108.71415523465703, 'street_length_total': 120455.28399999983, 'street_length_avg': 108.71415523465689, 'street_segments_count': 1108, 'node_density_km': 64.62357359097655, 'intersection_density_km': 55.47480512893354, 'edge_density_km': 20036.68187901153, 'street_density_km': 10018.340939505752, 'circuity_avg': 1.0678967491637321, 'self_loop_proportion': 0.002707581227436823, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0678967491637321\n", - "7336\n", - "20037948.659610916\n", - "{'n': 990, 'm': 2711, 'k_avg': 5.476767676767677, 'intersection_count': 816, 'streets_per_node_avg': 2.811111111111111, 'streets_per_node_counts': {0: 0, 1: 174, 2: 1, 3: 657, 4: 154, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17575757575757575, 2: 0.00101010101010101, 3: 0.6636363636363637, 4: 0.15555555555555556, 5: 0.00404040404040404}, 'edge_length_total': 306350.049999999, 'edge_length_avg': 113.00260051641423, 'street_length_total': 153509.47099999973, 'street_length_avg': 112.70886270190876, 'street_segments_count': 1362, 'node_density_km': 49.40625494242699, 'intersection_density_km': 40.722731346485276, 'edge_density_km': 15288.493608005258, 'street_density_km': 7660.937434649584, 'circuity_avg': 1.066816959853162, 'self_loop_proportion': 0.002950940612320177, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066816959853162\n", - "7337\n", - "10018200.616840445\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 521, 'm': 1398, 'k_avg': 5.366602687140115, 'intersection_count': 419, 'streets_per_node_avg': 2.7600767754318616, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 343, 4: 73, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19577735124760076, 2: 0.0, 3: 0.6583493282149712, 4: 0.1401151631477927, 5: 0.005758157389635317}, 'edge_length_total': 177410.65999999954, 'edge_length_avg': 126.90319027181656, 'street_length_total': 88705.33000000006, 'street_length_avg': 126.90319027181697, 'street_segments_count': 699, 'node_density_km': 52.00534706044984, 'intersection_density_km': 41.823877962242776, 'edge_density_km': 17708.834828259965, 'street_density_km': 8854.417414130012, 'circuity_avg': 1.0417554994604508, 'self_loop_proportion': 0.001430615164520744, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0417554994604508\n", - "7338\n", - "15032962.998812458\n", - "{'n': 773, 'm': 2126, 'k_avg': 5.500646830530401, 'intersection_count': 646, 'streets_per_node_avg': 2.8732212160413972, 'streets_per_node_counts': {0: 0, 1: 127, 2: 0, 3: 490, 4: 156}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16429495472186287, 2: 0.0, 3: 0.6338939197930142, 4: 0.2018111254851229}, 'edge_length_total': 226004.4359999991, 'edge_length_avg': 106.3050028222009, 'street_length_total': 115102.52000000005, 'street_length_avg': 105.11645662100462, 'street_segments_count': 1095, 'node_density_km': 51.42033543627186, 'intersection_density_km': 42.97223375398658, 'edge_density_km': 15033.924850201023, 'street_density_km': 7656.675534230522, 'circuity_avg': 1.063897881031848, 'self_loop_proportion': 0.0018814675446848542, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.063897881031848\n", - "7339\n", - "9019751.751513017\n", - "{'n': 429, 'm': 1134, 'k_avg': 5.286713286713287, 'intersection_count': 353, 'streets_per_node_avg': 2.7482517482517483, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 309, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17715617715617715, 2: 0.0, 3: 0.7202797202797203, 4: 0.10256410256410256}, 'edge_length_total': 147726.06399999998, 'edge_length_avg': 130.26989770723102, 'street_length_total': 73863.03199999993, 'street_length_avg': 130.2698977072309, 'street_segments_count': 567, 'node_density_km': 47.56228461920113, 'intersection_density_km': 39.136332099249415, 'edge_density_km': 16378.063173991424, 'street_density_km': 8189.031586995706, 'circuity_avg': 1.053374499545874, 'self_loop_proportion': 0.003527336860670194, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053374499545874\n", - "7340\n", - "39099406.907092996\n", - "{'n': 1986, 'm': 5631, 'k_avg': 5.670694864048339, 'intersection_count': 1648, 'streets_per_node_avg': 2.903826787512588, 'streets_per_node_counts': {0: 0, 1: 338, 2: 1, 3: 1176, 4: 457, 5: 13, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1701913393756294, 2: 0.0005035246727089627, 3: 0.5921450151057401, 4: 0.23011077542799596, 5: 0.006545820745216516, 6: 0.0005035246727089627}, 'edge_length_total': 457743.5869999993, 'edge_length_avg': 81.28992843189474, 'street_length_total': 231121.16500000027, 'street_length_avg': 81.26623241912809, 'street_segments_count': 2844, 'node_density_km': 50.793609343463494, 'intersection_density_km': 42.14897693757696, 'edge_density_km': 11707.174691618156, 'street_density_km': 5911.116901317312, 'circuity_avg': 1.0619398301597278, 'self_loop_proportion': 0.0014207068016338128, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0619398301597278\n", - "7341\n", - "29054766.070965365\n", - "{'n': 2920, 'm': 8382, 'k_avg': 5.741095890410959, 'intersection_count': 2453, 'streets_per_node_avg': 2.9154109589041095, 'streets_per_node_counts': {0: 0, 1: 467, 2: 4, 3: 1771, 4: 665, 5: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15993150684931506, 2: 0.0013698630136986301, 3: 0.6065068493150685, 4: 0.22773972602739725, 5: 0.004452054794520548}, 'edge_length_total': 664232.1729999991, 'edge_length_avg': 79.24506955380568, 'street_length_total': 336129.58599999995, 'street_length_avg': 79.46325910165484, 'street_segments_count': 4230, 'node_density_km': 100.49986266858906, 'intersection_density_km': 84.42676819385238, 'edge_density_km': 22861.38430361589, 'street_density_km': 11568.827819126607, 'circuity_avg': 1.0550080424286787, 'self_loop_proportion': 0.0011930326890956812, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0550080424286787\n", - "7342\n", - "12027303.362820784\n", - "{'n': 972, 'm': 2667, 'k_avg': 5.487654320987654, 'intersection_count': 778, 'streets_per_node_avg': 2.831275720164609, 'streets_per_node_counts': {0: 0, 1: 194, 2: 0, 3: 555, 4: 222, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19958847736625515, 2: 0.0, 3: 0.5709876543209876, 4: 0.22839506172839505, 5: 0.00102880658436214}, 'edge_length_total': 270295.73700000043, 'edge_length_avg': 101.34823284589443, 'street_length_total': 136051.5519999998, 'street_length_avg': 101.30420848845851, 'street_segments_count': 1343, 'node_density_km': 80.81612067794681, 'intersection_density_km': 64.68615420518789, 'edge_density_km': 22473.511214122027, 'street_density_km': 11311.891609932038, 'circuity_avg': 1.0581488177247869, 'self_loop_proportion': 0.005249343832020997, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0581488177247869\n", - "7343\n", - "56136613.12556599\n", - "{'n': 4545, 'm': 12453, 'k_avg': 5.47986798679868, 'intersection_count': 3723, 'streets_per_node_avg': 2.8541254125412543, 'streets_per_node_counts': {0: 0, 1: 822, 2: 2, 3: 2763, 4: 936, 5: 20, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18085808580858087, 2: 0.00044004400440044003, 3: 0.6079207920792079, 4: 0.20594059405940593, 5: 0.0044004400440044, 6: 0.00022002200220022002, 7: 0.00022002200220022002}, 'edge_length_total': 1135998.222999996, 'edge_length_avg': 91.22285577772392, 'street_length_total': 583158.5880000015, 'street_length_avg': 90.48232552366198, 'street_segments_count': 6445, 'node_density_km': 80.96320292486786, 'intersection_density_km': 66.32035302294456, 'edge_density_km': 20236.31565479383, 'street_density_km': 10388.203981875364, 'circuity_avg': 1.0718024604805214, 'self_loop_proportion': 0.0035332851521721674, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0718024604805214\n", - "7344\n", - "5011618.546604402\n", - "{'n': 27, 'm': 60, 'k_avg': 4.444444444444445, 'intersection_count': 18, 'streets_per_node_avg': 2.4444444444444446, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 15, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3333333333333333, 2: 0.0, 3: 0.5555555555555556, 4: 0.1111111111111111}, 'edge_length_total': 11491.759999999997, 'edge_length_avg': 191.52933333333328, 'street_length_total': 5745.879999999998, 'street_length_avg': 191.52933333333328, 'street_segments_count': 30, 'node_density_km': 5.387481060044707, 'intersection_density_km': 3.591654040029805, 'edge_density_km': 2293.0236795029386, 'street_density_km': 1146.5118397514693, 'circuity_avg': 1.0839164811093993, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0839164811093993\n", - "7345\n", - "9015457.655697925\n", - "{'n': 411, 'm': 1112, 'k_avg': 5.411192214111922, 'intersection_count': 334, 'streets_per_node_avg': 2.8150851581508514, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 256, 4: 78}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1873479318734793, 2: 0.0, 3: 0.6228710462287105, 4: 0.1897810218978102}, 'edge_length_total': 130958.16000000035, 'edge_length_avg': 117.76812949640319, 'street_length_total': 65479.07999999998, 'street_length_avg': 117.76812949640284, 'street_segments_count': 556, 'node_density_km': 45.58836785620538, 'intersection_density_km': 37.0474814208579, 'edge_density_km': 14525.958082364517, 'street_density_km': 7262.979041182237, 'circuity_avg': 1.064794743668742, 'self_loop_proportion': 0.007194244604316547, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064794743668742\n", - "7346\n", - "16029016.626991753\n", - "{'n': 903, 'm': 2490, 'k_avg': 5.514950166112957, 'intersection_count': 753, 'streets_per_node_avg': 2.8637873754152823, 'streets_per_node_counts': {0: 0, 1: 150, 2: 0, 3: 576, 4: 177}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16611295681063123, 2: 0.0, 3: 0.6378737541528239, 4: 0.19601328903654486}, 'edge_length_total': 300311.0619999999, 'edge_length_avg': 120.6068522088353, 'street_length_total': 150684.30700000003, 'street_length_avg': 120.35487779552719, 'street_segments_count': 1252, 'node_density_km': 56.335333664787065, 'intersection_density_km': 46.97730481681579, 'edge_density_km': 18735.46387707259, 'street_density_km': 9400.720612283732, 'circuity_avg': 1.0587075705747275, 'self_loop_proportion': 0.0008032128514056225, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0587075705747275\n", - "7347\n", - "8013977.549342205\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 471, 'm': 1304, 'k_avg': 5.537154989384288, 'intersection_count': 407, 'streets_per_node_avg': 2.8959660297239913, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 328, 4: 79}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13588110403397027, 2: 0.0, 3: 0.6963906581740976, 4: 0.16772823779193205}, 'edge_length_total': 153405.17500000002, 'edge_length_avg': 117.64200536809817, 'street_length_total': 77355.83499999996, 'street_length_avg': 117.02849470499238, 'street_segments_count': 661, 'node_density_km': 58.772313386211096, 'intersection_density_km': 50.78626655666224, 'edge_density_km': 19142.201741330267, 'street_density_km': 9652.614388263342, 'circuity_avg': 1.0825002120651364, 'self_loop_proportion': 0.003067484662576687, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0825002120651364\n", - "7348\n", - "23051080.254780855\n", - "{'n': 1945, 'm': 5250, 'k_avg': 5.3984575835475574, 'intersection_count': 1590, 'streets_per_node_avg': 2.816966580976864, 'streets_per_node_counts': {0: 0, 1: 355, 2: 5, 3: 1235, 4: 341, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18251928020565553, 2: 0.002570694087403599, 3: 0.6349614395886889, 4: 0.17532133676092546, 5: 0.004627249357326478}, 'edge_length_total': 387750.8539999998, 'edge_length_avg': 73.85730552380949, 'street_length_total': 198926.14600000027, 'street_length_avg': 73.59457861635231, 'street_segments_count': 2703, 'node_density_km': 84.37782431461544, 'intersection_density_km': 68.97724455539257, 'edge_density_km': 16821.37451755994, 'street_density_km': 8629.797120191035, 'circuity_avg': 1.1105527460618212, 'self_loop_proportion': 0.006857142857142857, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1105527460618212\n", - "7349\n", - "24058268.045477346\n", - "{'n': 2044, 'm': 5678, 'k_avg': 5.555772994129159, 'intersection_count': 1671, 'streets_per_node_avg': 2.848825831702544, 'streets_per_node_counts': {0: 0, 1: 373, 2: 0, 3: 1247, 4: 414, 5: 9, 6: 0, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1824853228962818, 2: 0.0, 3: 0.610078277886497, 4: 0.2025440313111546, 5: 0.004403131115459882, 6: 0.0, 7: 0.0, 8: 0.0004892367906066536}, 'edge_length_total': 501716.3940000007, 'edge_length_avg': 88.36146424797477, 'street_length_total': 251760.0910000003, 'street_length_avg': 88.18216847635738, 'street_segments_count': 2855, 'node_density_km': 84.9603968222578, 'intersection_density_km': 69.45637137475185, 'edge_density_km': 20854.21914210974, 'street_density_km': 10464.5974732719, 'circuity_avg': 1.0575319022542002, 'self_loop_proportion': 0.0024656569214512153, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0575319022542002\n", - "7350\n", - "14033640.170952769\n", - "{'n': 895, 'm': 2439, 'k_avg': 5.4502793296089385, 'intersection_count': 727, 'streets_per_node_avg': 2.8536312849162013, 'streets_per_node_counts': {0: 0, 1: 168, 2: 1, 3: 521, 4: 204, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1877094972067039, 2: 0.0011173184357541898, 3: 0.582122905027933, 4: 0.22793296089385476, 5: 0.0011173184357541898}, 'edge_length_total': 252132.61900000015, 'edge_length_avg': 103.3754075440755, 'street_length_total': 127811.43400000011, 'street_length_avg': 102.8249670152857, 'street_segments_count': 1243, 'node_density_km': 63.775327648238886, 'intersection_density_km': 51.80409296119516, 'edge_density_km': 17966.30210897608, 'street_density_km': 9107.504000604767, 'circuity_avg': 1.0485164339440602, 'self_loop_proportion': 0.0024600246002460025, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0485164339440602\n", - "7351\n", - "18032211.701463163\n", - "{'n': 3446, 'm': 10126, 'k_avg': 5.87695879280325, 'intersection_count': 3003, 'streets_per_node_avg': 2.985200232153221, 'streets_per_node_counts': {0: 0, 1: 443, 2: 1, 3: 2187, 4: 795, 5: 19, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.128554846198491, 2: 0.0002901915264074289, 3: 0.634648868253047, 4: 0.230702263493906, 5: 0.005513639001741149, 6: 0.0002901915264074289}, 'edge_length_total': 654398.2149999959, 'edge_length_avg': 64.62553969978234, 'street_length_total': 328585.9499999996, 'street_length_avg': 64.55519646365414, 'street_segments_count': 5090, 'node_density_km': 191.10245914650537, 'intersection_density_km': 166.53531190277297, 'edge_density_km': 36290.513101445955, 'street_density_km': 18222.165724315317, 'circuity_avg': 1.0586675284161473, 'self_loop_proportion': 0.0014813351767726645, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0586675284161473\n", - "7352\n", - "9016691.489269258\n", - "{'n': 761, 'm': 2228, 'k_avg': 5.855453350854139, 'intersection_count': 681, 'streets_per_node_avg': 2.997371879106439, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 524, 4: 156, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10512483574244415, 2: 0.0, 3: 0.6885676741130092, 4: 0.2049934296977661, 5: 0.001314060446780552}, 'edge_length_total': 202002.60400000022, 'edge_length_avg': 90.66544165170566, 'street_length_total': 101118.94399999994, 'street_length_avg': 90.68963587443942, 'street_segments_count': 1115, 'node_density_km': 84.39902828056879, 'intersection_density_km': 75.52659429575209, 'edge_density_km': 22403.18460938838, 'street_density_km': 11214.639440679694, 'circuity_avg': 1.0541970790741388, 'self_loop_proportion': 0.0026929982046678637, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0541970790741388\n", - "7353\n", - "11026270.385467336\n", - "{'n': 178, 'm': 539, 'k_avg': 6.056179775280899, 'intersection_count': 160, 'streets_per_node_avg': 3.1853932584269664, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 91, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10112359550561797, 2: 0.0, 3: 0.5112359550561798, 4: 0.38764044943820225}, 'edge_length_total': 74474.04000000002, 'edge_length_avg': 138.17076066790358, 'street_length_total': 38334.62700000004, 'street_length_avg': 138.39215523465717, 'street_segments_count': 277, 'node_density_km': 16.143264565197374, 'intersection_density_km': 14.510799609166178, 'edge_density_km': 6754.236690781417, 'street_density_km': 3476.6630655570734, 'circuity_avg': 1.0345778459974586, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0345778459974586\n", - "7354\n", - "10018836.970518587\n", - "{'n': 719, 'm': 1948, 'k_avg': 5.418636995827538, 'intersection_count': 580, 'streets_per_node_avg': 2.7621696801112656, 'streets_per_node_counts': {0: 0, 1: 139, 2: 0, 3: 473, 4: 107}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1933240611961057, 2: 0.0, 3: 0.6578581363004172, 4: 0.14881780250347706}, 'edge_length_total': 185678.48200000002, 'edge_length_avg': 95.31749589322384, 'street_length_total': 92839.24099999994, 'street_length_avg': 95.31749589322375, 'street_segments_count': 974, 'node_density_km': 71.76481682611747, 'intersection_density_km': 57.89095098629782, 'edge_density_km': 18532.937759779627, 'street_density_km': 9266.468879889806, 'circuity_avg': 1.0359735551233367, 'self_loop_proportion': 0.003080082135523614, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0359735551233367\n", - "7355\n", - "7017738.734728161\n", - "{'n': 418, 'm': 1106, 'k_avg': 5.291866028708134, 'intersection_count': 330, 'streets_per_node_avg': 2.7559808612440193, 'streets_per_node_counts': {0: 0, 1: 88, 2: 1, 3: 254, 4: 75}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21052631578947367, 2: 0.0023923444976076554, 3: 0.6076555023923444, 4: 0.17942583732057416}, 'edge_length_total': 116583.06900000009, 'edge_length_avg': 105.40964647377946, 'street_length_total': 58891.366000000075, 'street_length_avg': 105.16315357142871, 'street_segments_count': 560, 'node_density_km': 59.56334594382582, 'intersection_density_km': 47.02369416617828, 'edge_density_km': 16612.626004880196, 'street_density_km': 8391.786617613556, 'circuity_avg': 1.0641476380126558, 'self_loop_proportion': 0.003616636528028933, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641476380126558\n", - "7356\n", - "5012405.568846598\n", - "{'n': 235, 'm': 600, 'k_avg': 5.1063829787234045, 'intersection_count': 182, 'streets_per_node_avg': 2.6723404255319148, 'streets_per_node_counts': {0: 0, 1: 53, 2: 0, 3: 154, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.225531914893617, 2: 0.0, 3: 0.6553191489361702, 4: 0.1148936170212766, 5: 0.00425531914893617}, 'edge_length_total': 81859.23600000008, 'edge_length_avg': 136.43206000000012, 'street_length_total': 40929.61799999998, 'street_length_avg': 136.43205999999992, 'street_segments_count': 300, 'node_density_km': 46.88367626526193, 'intersection_density_km': 36.309910979904984, 'edge_density_km': 16331.327318917782, 'street_density_km': 8165.663659458879, 'circuity_avg': 1.0364368935297463, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0364368935297463\n", - "7357\n", - "9021976.12465094\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 293, 'm': 746, 'k_avg': 5.092150170648464, 'intersection_count': 225, 'streets_per_node_avg': 2.641638225255973, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 194, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23208191126279865, 2: 0.0, 3: 0.6621160409556314, 4: 0.10580204778156997}, 'edge_length_total': 108945.632, 'edge_length_avg': 146.03972117962465, 'street_length_total': 54663.533000000025, 'street_length_avg': 146.1591791443851, 'street_segments_count': 374, 'node_density_km': 32.47625530724137, 'intersection_density_km': 24.93910390487818, 'edge_density_km': 12075.584161913872, 'street_density_km': 6058.931241309947, 'circuity_avg': 1.0527060856015729, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0527060856015729\n", - "7358\n", - "22038741.303728174\n", - "{'n': 1284, 'm': 3565, 'k_avg': 5.552959501557632, 'intersection_count': 1097, 'streets_per_node_avg': 2.8948598130841123, 'streets_per_node_counts': {0: 0, 1: 187, 2: 3, 3: 854, 4: 238, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14563862928348908, 2: 0.002336448598130841, 3: 0.6651090342679128, 4: 0.1853582554517134, 5: 0.001557632398753894}, 'edge_length_total': 416415.6800000003, 'edge_length_avg': 116.80664235624131, 'street_length_total': 210347.0390000001, 'street_length_avg': 116.14966261733855, 'street_segments_count': 1811, 'node_density_km': 58.26104051517646, 'intersection_density_km': 49.77598243391634, 'edge_density_km': 18894.71246389001, 'street_density_km': 9544.421621048605, 'circuity_avg': 1.0620913443569366, 'self_loop_proportion': 0.0033660589060308557, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0620913443569366\n", - "7359\n", - "9013121.128272709\n", - "{'n': 346, 'm': 925, 'k_avg': 5.3468208092485545, 'intersection_count': 270, 'streets_per_node_avg': 2.7427745664739884, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 209, 4: 59, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21965317919075145, 2: 0.0, 3: 0.6040462427745664, 4: 0.17052023121387283, 5: 0.005780346820809248}, 'edge_length_total': 129073.55100000015, 'edge_length_avg': 139.53897405405422, 'street_length_total': 64591.228, 'street_length_avg': 139.5058920086393, 'street_segments_count': 463, 'node_density_km': 38.38847776212102, 'intersection_density_km': 29.956326577377677, 'edge_density_km': 14320.627578732658, 'street_density_km': 7166.355259266153, 'circuity_avg': 1.0610580667456802, 'self_loop_proportion': 0.006486486486486486, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0610580667456802\n", - "7360\n", - "13021605.419887485\n", - "{'n': 423, 'm': 1165, 'k_avg': 5.508274231678487, 'intersection_count': 352, 'streets_per_node_avg': 2.8817966903073287, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 261, 4: 90, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16784869976359337, 2: 0.0, 3: 0.6170212765957447, 4: 0.2127659574468085, 5: 0.002364066193853428}, 'edge_length_total': 163375.36899999992, 'edge_length_avg': 140.23636824034327, 'street_length_total': 81777.33900000002, 'street_length_avg': 140.26987821612354, 'street_segments_count': 583, 'node_density_km': 32.48447379260667, 'intersection_density_km': 27.031997104013115, 'edge_density_km': 12546.484379758727, 'street_density_km': 6280.127247221305, 'circuity_avg': 1.0465203706343527, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0465203706343527\n", - "7361\n", - "59096518.34149978\n", - "{'n': 4907, 'm': 13446, 'k_avg': 5.480334216425515, 'intersection_count': 4127, 'streets_per_node_avg': 2.880986346036275, 'streets_per_node_counts': {0: 0, 1: 780, 2: 3, 3: 3164, 4: 942, 5: 17, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15895659262278378, 2: 0.0006113715100876299, 3: 0.644793152639087, 4: 0.1919706541675158, 5: 0.0034644385571632364, 6: 0.0002037905033625433}, 'edge_length_total': 1175401.6999999932, 'edge_length_avg': 87.41645842629728, 'street_length_total': 608683.5730000002, 'street_length_avg': 86.75649558152797, 'street_segments_count': 7016, 'node_density_km': 83.03365642700005, 'intersection_density_km': 69.83490932835322, 'edge_density_km': 19889.525355922404, 'street_density_km': 10299.821209138134, 'circuity_avg': 1.0718366606126493, 'self_loop_proportion': 0.0033467202141900937, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0718366606126493\n", - "7362\n", - "26047101.798594233\n", - "error with entry 7362\n", - "7363\n", - "9021363.830280023\n", - "{'n': 326, 'm': 892, 'k_avg': 5.47239263803681, 'intersection_count': 289, 'streets_per_node_avg': 2.914110429447853, 'streets_per_node_counts': {0: 0, 1: 37, 2: 2, 3: 239, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11349693251533742, 2: 0.006134969325153374, 3: 0.7331288343558282, 4: 0.147239263803681}, 'edge_length_total': 117224.18500000004, 'edge_length_avg': 131.41724775784758, 'street_length_total': 59904.09300000001, 'street_length_avg': 130.7949628820961, 'street_segments_count': 458, 'node_density_km': 36.136443018270434, 'intersection_density_km': 32.03506758368146, 'edge_density_km': 12994.064667532803, 'street_density_km': 6640.24798544685, 'circuity_avg': 1.0587447435131279, 'self_loop_proportion': 0.002242152466367713, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0587447435131279\n", - "7364\n", - "6010277.755366484\n", - "{'n': 546, 'm': 1448, 'k_avg': 5.304029304029304, 'intersection_count': 433, 'streets_per_node_avg': 2.7948717948717947, 'streets_per_node_counts': {0: 0, 1: 113, 2: 0, 3: 321, 4: 110, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20695970695970695, 2: 0.0, 3: 0.5879120879120879, 4: 0.20146520146520147, 5: 0.003663003663003663}, 'edge_length_total': 124223.84599999982, 'edge_length_avg': 85.78994889502749, 'street_length_total': 62111.923000000024, 'street_length_avg': 85.78994889502766, 'street_segments_count': 724, 'node_density_km': 90.84438726853931, 'intersection_density_km': 72.04325950050828, 'edge_density_km': 20668.569915771743, 'street_density_km': 10334.284957885891, 'circuity_avg': 1.045183027005799, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045183027005799\n", - "7365\n", - "10016635.626358263\n", - "{'n': 581, 'm': 1606, 'k_avg': 5.5283993115318415, 'intersection_count': 481, 'streets_per_node_avg': 2.8691910499139417, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 359, 4: 120, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1721170395869191, 2: 0.0, 3: 0.6179001721170396, 4: 0.20654044750430292, 5: 0.0034423407917383822}, 'edge_length_total': 174664.94700000042, 'edge_length_avg': 108.75775031133277, 'street_length_total': 87502.969, 'street_length_avg': 108.29575371287129, 'street_segments_count': 808, 'node_density_km': 58.00350753212268, 'intersection_density_km': 48.020115530036165, 'edge_density_km': 17437.4863492467, 'street_density_km': 8735.764408734247, 'circuity_avg': 1.0572970790893128, 'self_loop_proportion': 0.0012453300124533001, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0572970790893128\n", - "7366\n", - "25048798.669672497\n", - "{'n': 2910, 'm': 8042, 'k_avg': 5.527147766323024, 'intersection_count': 2327, 'streets_per_node_avg': 2.808591065292096, 'streets_per_node_counts': {0: 0, 1: 583, 2: 0, 3: 1730, 4: 587, 5: 8, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20034364261168386, 2: 0.0, 3: 0.5945017182130584, 4: 0.20171821305841925, 5: 0.0027491408934707906, 6: 0.0006872852233676976}, 'edge_length_total': 528842.1699999989, 'edge_length_avg': 65.76003108679419, 'street_length_total': 266165.3429999998, 'street_length_avg': 65.47732915129147, 'street_segments_count': 4065, 'node_density_km': 116.17323602521682, 'intersection_density_km': 92.89866674593799, 'edge_density_km': 21112.476369586842, 'street_density_km': 10625.872582155247, 'circuity_avg': 1.0710317216552132, 'self_loop_proportion': 0.004973887092762994, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0710317216552132\n", - "7367\n", - "31067537.070942007\n", - "error with entry 7367\n", - "7368\n", - "6011239.918845035\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 415, 'm': 1200, 'k_avg': 5.783132530120482, 'intersection_count': 356, 'streets_per_node_avg': 3.0072289156626506, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 235, 4: 121}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14216867469879518, 2: 0.0, 3: 0.5662650602409639, 4: 0.29156626506024097}, 'edge_length_total': 123243.18600000005, 'edge_length_avg': 102.70265500000004, 'street_length_total': 61621.59299999998, 'street_length_avg': 102.70265499999996, 'street_segments_count': 600, 'node_density_km': 69.03733765458087, 'intersection_density_km': 59.222390855495874, 'edge_density_km': 20502.12396508028, 'street_density_km': 10251.061982540134, 'circuity_avg': 1.0482179217628154, 'self_loop_proportion': 0.0033333333333333335, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0482179217628154\n", - "7369\n", - "9013785.077991243\n", - "{'n': 712, 'm': 1864, 'k_avg': 5.235955056179775, 'intersection_count': 555, 'streets_per_node_avg': 2.769662921348315, 'streets_per_node_counts': {0: 0, 1: 157, 2: 0, 3: 405, 4: 150}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2205056179775281, 2: 0.0, 3: 0.5688202247191011, 4: 0.21067415730337077}, 'edge_length_total': 185508.10000000015, 'edge_length_avg': 99.52151287553656, 'street_length_total': 96268.9389999999, 'street_length_avg': 99.96774558670809, 'street_segments_count': 963, 'node_density_km': 78.99012388685352, 'intersection_density_km': 61.57235780506138, 'edge_density_km': 20580.488484571382, 'street_density_km': 10680.190193912833, 'circuity_avg': 1.0487896044463223, 'self_loop_proportion': 0.001072961373390558, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0487896044463223\n", - "7370\n", - "25038599.85603011\n", - "{'n': 1828, 'm': 4888, 'k_avg': 5.347921225382932, 'intersection_count': 1395, 'streets_per_node_avg': 2.734682713347921, 'streets_per_node_counts': {0: 0, 1: 433, 2: 0, 3: 1019, 4: 371, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23687089715536105, 2: 0.0, 3: 0.5574398249452954, 4: 0.20295404814004375, 5: 0.002735229759299781}, 'edge_length_total': 497931.4679999996, 'edge_length_avg': 101.86813993453347, 'street_length_total': 249736.27099999957, 'street_length_avg': 101.72556863543771, 'street_segments_count': 2455, 'node_density_km': 73.00727718446117, 'intersection_density_km': 55.71397793890774, 'edge_density_km': 19886.553995154063, 'street_density_km': 9974.050962752015, 'circuity_avg': 1.0627096866386643, 'self_loop_proportion': 0.0024549918166939444, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0627096866386643\n", - "7371\n", - "15023767.338374712\n", - "{'n': 1485, 'm': 4180, 'k_avg': 5.62962962962963, 'intersection_count': 1225, 'streets_per_node_avg': 2.8599326599326598, 'streets_per_node_counts': {0: 0, 1: 260, 2: 0, 3: 924, 4: 291, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1750841750841751, 2: 0.0, 3: 0.6222222222222222, 4: 0.19595959595959597, 5: 0.006060606060606061, 6: 0.0006734006734006734}, 'edge_length_total': 349256.12199999945, 'edge_length_avg': 83.55409617224868, 'street_length_total': 174628.0609999998, 'street_length_avg': 83.55409617224872, 'street_segments_count': 2090, 'node_density_km': 98.84338372352943, 'intersection_density_km': 81.53747142176671, 'edge_density_km': 23246.906993022058, 'street_density_km': 11623.453496511034, 'circuity_avg': 1.060942628426374, 'self_loop_proportion': 0.0023923444976076554, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060942628426374\n", - "7372\n", - "10019728.686464706\n", - "{'n': 440, 'm': 1168, 'k_avg': 5.3090909090909095, 'intersection_count': 345, 'streets_per_node_avg': 2.7181818181818183, 'streets_per_node_counts': {0: 0, 1: 95, 2: 0, 3: 279, 4: 66}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2159090909090909, 2: 0.0, 3: 0.634090909090909, 4: 0.15}, 'edge_length_total': 156177.034, 'edge_length_avg': 133.7132140410959, 'street_length_total': 78088.517, 'street_length_avg': 133.7132140410959, 'street_segments_count': 584, 'node_density_km': 43.91336469962308, 'intersection_density_km': 34.4320700485681, 'edge_density_km': 15586.952390335078, 'street_density_km': 7793.476195167539, 'circuity_avg': 1.0578035333521323, 'self_loop_proportion': 0.005136986301369863, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0578035333521323\n", - "7373\n", - "88203032.34263028\n", - "{'n': 11334, 'm': 32173, 'k_avg': 5.677254279160049, 'intersection_count': 9527, 'streets_per_node_avg': 2.8966825480854066, 'streets_per_node_counts': {0: 0, 1: 1807, 2: 3, 3: 7166, 4: 2275, 5: 78, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1594317981295218, 2: 0.00026469031233456857, 3: 0.6322569260631727, 4: 0.2007234868537145, 5: 0.006881948120698782, 6: 0.0004411505205576143}, 'edge_length_total': 2431905.4370000367, 'edge_length_avg': 75.5883951449985, 'street_length_total': 1224090.669000002, 'street_length_avg': 75.47263511930464, 'street_segments_count': 16219, 'node_density_km': 128.4989835266928, 'intersection_density_km': 108.01215952521636, 'edge_density_km': 27571.676079719637, 'street_density_km': 13878.101880272598, 'circuity_avg': 1.0671796368055466, 'self_loop_proportion': 0.0029217045348584217, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0671796368055466\n", - "7374\n", - "18039731.154462874\n", - "{'n': 534, 'm': 1401, 'k_avg': 5.247191011235955, 'intersection_count': 411, 'streets_per_node_avg': 2.7340823970037453, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 308, 4: 102, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2303370786516854, 2: 0.0, 3: 0.5767790262172284, 4: 0.19101123595505617, 5: 0.0018726591760299626}, 'edge_length_total': 221770.34099999926, 'edge_length_avg': 158.29431905781533, 'street_length_total': 111605.83699999996, 'street_length_avg': 156.09207972027966, 'street_segments_count': 715, 'node_density_km': 29.601328059032245, 'intersection_density_km': 22.78304462970459, 'edge_density_km': 12293.439358997053, 'street_density_km': 6186.668528726363, 'circuity_avg': 1.0321169773516579, 'self_loop_proportion': 0.0014275517487508922, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0321169773516579\n", - "7375\n", - "31046087.815187097\n", - "{'n': 1361, 'm': 3498, 'k_avg': 5.140337986774431, 'intersection_count': 1069, 'streets_per_node_avg': 2.7090374724467305, 'streets_per_node_counts': {0: 0, 1: 292, 2: 0, 3: 886, 4: 178, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2145481263776635, 2: 0.0, 3: 0.6509919177075679, 4: 0.1307861866274798, 5: 0.0036737692872887582}, 'edge_length_total': 490906.6100000014, 'edge_length_avg': 140.33922527158416, 'street_length_total': 253455.4930000003, 'street_length_avg': 141.91237010078405, 'street_segments_count': 1786, 'node_density_km': 43.8380516122301, 'intersection_density_km': 34.432679774778826, 'edge_density_km': 15812.18905655031, 'street_density_km': 8163.846424347714, 'circuity_avg': 1.0555260386550953, 'self_loop_proportion': 0.002572898799313894, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0555260386550953\n", - "7376\n", - "6008958.937302012\n", - "{'n': 297, 'm': 823, 'k_avg': 5.542087542087542, 'intersection_count': 250, 'streets_per_node_avg': 2.8956228956228958, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 187, 4: 63}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15824915824915825, 2: 0.0, 3: 0.6296296296296297, 4: 0.21212121212121213}, 'edge_length_total': 90720.04699999998, 'edge_length_avg': 110.23091980558928, 'street_length_total': 45486.818, 'street_length_avg': 109.3433125, 'street_segments_count': 416, 'node_density_km': 49.42619896373452, 'intersection_density_km': 41.60454458226812, 'edge_density_km': 15097.464959667832, 'street_density_km': 7569.833389546064, 'circuity_avg': 1.0435402559299265, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0435402559299265\n", - "7377\n", - "258398700.22193363\n", - "error with entry 7377\n", - "7378\n", - "21033164.474455494\n", - "{'n': 2050, 'm': 5889, 'k_avg': 5.745365853658536, 'intersection_count': 1744, 'streets_per_node_avg': 2.931219512195122, 'streets_per_node_counts': {0: 0, 1: 306, 2: 1, 3: 1280, 4: 455, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14926829268292682, 2: 0.0004878048780487805, 3: 0.624390243902439, 4: 0.22195121951219512, 5: 0.0034146341463414634, 6: 0.0004878048780487805}, 'edge_length_total': 440297.5600000006, 'edge_length_avg': 74.76609950755656, 'street_length_total': 227360.77799999985, 'street_length_avg': 76.16776482412055, 'street_segments_count': 2985, 'node_density_km': 97.46512477899836, 'intersection_density_km': 82.91667200710884, 'edge_density_km': 20933.491036726133, 'street_density_km': 10809.632486643966, 'circuity_avg': 1.0941258434471501, 'self_loop_proportion': 0.005094243504839531, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0941258434471501\n", - "7379\n", - "30047115.856734358\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1822, 'm': 4837, 'k_avg': 5.309549945115258, 'intersection_count': 1479, 'streets_per_node_avg': 2.7843029637760703, 'streets_per_node_counts': {0: 0, 1: 343, 2: 3, 3: 1186, 4: 284, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18825466520307355, 2: 0.001646542261251372, 3: 0.6509330406147091, 4: 0.15587266739846323, 5: 0.003293084522502744}, 'edge_length_total': 485001.00200000015, 'edge_length_avg': 100.2689687823031, 'street_length_total': 247959.08799999996, 'street_length_avg': 98.63129992044549, 'street_segments_count': 2514, 'node_density_km': 60.638099466429864, 'intersection_density_km': 49.22269435282644, 'edge_density_km': 16141.349616132908, 'street_density_km': 8252.342393934816, 'circuity_avg': 1.0812478530910723, 'self_loop_proportion': 0.0055819722968782305, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0812478530910723\n", - "7380\n", - "6012115.111961519\n", - "{'n': 224, 'm': 620, 'k_avg': 5.535714285714286, 'intersection_count': 192, 'streets_per_node_avg': 2.8839285714285716, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 154, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.6875, 4: 0.16964285714285715}, 'edge_length_total': 89704.94199999998, 'edge_length_avg': 144.68539032258062, 'street_length_total': 44852.47100000005, 'street_length_avg': 144.68539032258082, 'street_segments_count': 310, 'node_density_km': 37.25810231982027, 'intersection_density_km': 31.93551627413166, 'edge_density_km': 14920.696016203312, 'street_density_km': 7460.348008101666, 'circuity_avg': 1.0616541585410333, 'self_loop_proportion': 0.0064516129032258064, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0616541585410333\n", - "7381\n", - "31066685.580314033\n", - "{'n': 2210, 'm': 5836, 'k_avg': 5.281447963800905, 'intersection_count': 1756, 'streets_per_node_avg': 2.7036199095022626, 'streets_per_node_counts': {0: 0, 1: 454, 2: 1, 3: 1505, 4: 248, 5: 1, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20542986425339366, 2: 0.00045248868778280545, 3: 0.6809954751131222, 4: 0.11221719457013575, 5: 0.00045248868778280545, 6: 0.0, 7: 0.00045248868778280545}, 'edge_length_total': 606939.9189999992, 'edge_length_avg': 103.99930071967087, 'street_length_total': 306910.0219999998, 'street_length_avg': 103.89641909275552, 'street_segments_count': 2954, 'node_density_km': 71.13729574681139, 'intersection_density_km': 56.5235707381904, 'edge_density_km': 19536.680777578593, 'street_density_km': 9879.071946911483, 'circuity_avg': 1.0968099699686913, 'self_loop_proportion': 0.006854009595613434, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0968099699686913\n", - "7382\n", - "11016790.631582022\n", - "{'n': 236, 'm': 620, 'k_avg': 5.254237288135593, 'intersection_count': 188, 'streets_per_node_avg': 2.792372881355932, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 141, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2033898305084746, 2: 0.0, 3: 0.597457627118644, 4: 0.19915254237288135}, 'edge_length_total': 99023.29799999995, 'edge_length_avg': 159.71499677419348, 'street_length_total': 49616.58999999999, 'street_length_avg': 157.5129841269841, 'street_segments_count': 315, 'node_density_km': 21.421846696755292, 'intersection_density_km': 17.064860927923707, 'edge_density_km': 8988.397920182686, 'street_density_km': 4503.724510998989, 'circuity_avg': 1.0441531799249957, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0441531799249957\n", - "7383\n", - "18027074.838456802\n", - "{'n': 600, 'm': 1546, 'k_avg': 5.153333333333333, 'intersection_count': 477, 'streets_per_node_avg': 2.703333333333333, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 410, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.205, 2: 0.0, 3: 0.6833333333333333, 4: 0.11, 5: 0.0016666666666666668}, 'edge_length_total': 244796.14900000033, 'edge_length_avg': 158.341622897801, 'street_length_total': 122742.02099999996, 'street_length_avg': 157.36156538461535, 'street_segments_count': 780, 'node_density_km': 33.28327004667623, 'intersection_density_km': 26.460199687107604, 'edge_density_km': 13579.360555922336, 'street_density_km': 6808.759718363006, 'circuity_avg': 1.0642038035245307, 'self_loop_proportion': 0.00646830530401035, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0642038035245307\n", - "7384\n", - "18029825.805844303\n", - "{'n': 1434, 'm': 3685, 'k_avg': 5.139470013947001, 'intersection_count': 1077, 'streets_per_node_avg': 2.698744769874477, 'streets_per_node_counts': {0: 0, 1: 357, 2: 9, 3: 784, 4: 277, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2489539748953975, 2: 0.006276150627615063, 3: 0.5467224546722455, 4: 0.19316596931659694, 5: 0.0048814504881450485}, 'edge_length_total': 286496.4140000006, 'edge_length_avg': 77.74665237449133, 'street_length_total': 150182.86899999983, 'street_length_avg': 77.97656749740386, 'street_segments_count': 1926, 'node_density_km': 79.53487823133455, 'intersection_density_km': 59.73435415282239, 'edge_density_km': 15890.137657743415, 'street_density_km': 8329.69051488665, 'circuity_avg': 1.101020002984627, 'self_loop_proportion': 0.0029850746268656717, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.101020002984627\n", - "7385\n", - "7012262.268799839\n", - "{'n': 302, 'm': 873, 'k_avg': 5.781456953642384, 'intersection_count': 260, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 177, 4: 82, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1390728476821192, 2: 0.0, 3: 0.5860927152317881, 4: 0.271523178807947, 5: 0.0033112582781456954}, 'edge_length_total': 96998.72899999983, 'edge_length_avg': 111.10965521191275, 'street_length_total': 48651.144999999975, 'street_length_avg': 111.07567351598168, 'street_segments_count': 438, 'node_density_km': 43.0674136852682, 'intersection_density_km': 37.07790582175408, 'edge_density_km': 13832.729764199383, 'street_density_km': 6938.0098939634645, 'circuity_avg': 1.0400553145152525, 'self_loop_proportion': 0.004581901489117984, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0400553145152525\n", - "7386\n", - "19027941.856880963\n", - "{'n': 967, 'm': 2440, 'k_avg': 5.046535677352637, 'intersection_count': 749, 'streets_per_node_avg': 2.624612202688728, 'streets_per_node_counts': {0: 0, 1: 218, 2: 1, 3: 676, 4: 70, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22543950361944157, 2: 0.001034126163391934, 3: 0.6990692864529473, 4: 0.07238883143743537, 5: 0.002068252326783868}, 'edge_length_total': 351964.19199999806, 'edge_length_avg': 144.24761967213036, 'street_length_total': 176478.4439999999, 'street_length_avg': 144.29962714636133, 'street_segments_count': 1223, 'node_density_km': 50.81999972846823, 'intersection_density_km': 39.3631642157422, 'edge_density_km': 18497.22868859405, 'street_density_km': 9274.699561696476, 'circuity_avg': 1.05261369095404, 'self_loop_proportion': 0.001639344262295082, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05261369095404\n", - "7387\n", - "8014437.3640336655\n", - "{'n': 168, 'm': 510, 'k_avg': 6.071428571428571, 'intersection_count': 150, 'streets_per_node_avg': 3.136904761904762, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 91, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10714285714285714, 2: 0.0, 3: 0.5416666666666666, 4: 0.35119047619047616}, 'edge_length_total': 113125.802, 'edge_length_avg': 221.8152980392157, 'street_length_total': 56562.90100000001, 'street_length_avg': 221.81529803921575, 'street_segments_count': 255, 'node_density_km': 20.962170189754357, 'intersection_density_km': 18.716223383709245, 'edge_density_km': 14115.251871288414, 'street_density_km': 7057.625935644209, 'circuity_avg': 1.0400968537424167, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0400968537424167\n", - "7388\n", - "5008139.598248529\n", - "{'n': 118, 'm': 342, 'k_avg': 5.796610169491525, 'intersection_count': 108, 'streets_per_node_avg': 2.9915254237288136, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 89, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0847457627118644, 2: 0.0, 3: 0.7542372881355932, 4: 0.16101694915254236}, 'edge_length_total': 52232.15000000006, 'edge_length_avg': 152.72558479532182, 'street_length_total': 26116.074999999997, 'street_length_avg': 152.72558479532162, 'street_segments_count': 171, 'node_density_km': 23.56164353750593, 'intersection_density_km': 21.56489408517492, 'edge_density_km': 10429.451690657133, 'street_density_km': 5214.72584532856, 'circuity_avg': 1.0661998871206522, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0661998871206522\n", - "7389\n", - "7014432.7038564235\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 269, 'm': 672, 'k_avg': 4.996282527881041, 'intersection_count': 201, 'streets_per_node_avg': 2.5985130111524164, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 173, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2527881040892193, 2: 0.0, 3: 0.6431226765799256, 4: 0.10408921933085502}, 'edge_length_total': 89059.27200000013, 'edge_length_avg': 132.52867857142877, 'street_length_total': 44529.63599999995, 'street_length_avg': 132.52867857142843, 'street_segments_count': 336, 'node_density_km': 38.34950185666591, 'intersection_density_km': 28.65520398955334, 'edge_density_km': 12696.575155826466, 'street_density_km': 6348.287577913216, 'circuity_avg': 1.0580063659243144, 'self_loop_proportion': 0.005952380952380952, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0580063659243144\n", - "7390\n", - "12018977.428195586\n", - "{'n': 858, 'm': 2344, 'k_avg': 5.463869463869464, 'intersection_count': 663, 'streets_per_node_avg': 2.8053613053613056, 'streets_per_node_counts': {0: 0, 1: 195, 2: 0, 3: 450, 4: 204, 5: 8, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22727272727272727, 2: 0.0, 3: 0.5244755244755245, 4: 0.23776223776223776, 5: 0.009324009324009324, 6: 0.0011655011655011655}, 'edge_length_total': 244025.33000000007, 'edge_length_avg': 104.10636945392494, 'street_length_total': 122012.66500000007, 'street_length_avg': 104.10636945392497, 'street_segments_count': 1172, 'node_density_km': 71.38710469554579, 'intersection_density_km': 55.16276271928538, 'edge_density_km': 20303.335409178457, 'street_density_km': 10151.66770458923, 'circuity_avg': 1.049298159186915, 'self_loop_proportion': 0.002559726962457338, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049298159186915\n", - "7391\n", - "8013793.948189554\n", - "{'n': 344, 'm': 976, 'k_avg': 5.674418604651163, 'intersection_count': 290, 'streets_per_node_avg': 2.947674418604651, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 201, 4: 88, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1569767441860465, 2: 0.0, 3: 0.5843023255813954, 4: 0.2558139534883721, 5: 0.0029069767441860465}, 'edge_length_total': 127071.18400000001, 'edge_length_avg': 130.19588524590165, 'street_length_total': 63535.592, 'street_length_avg': 130.19588524590162, 'street_segments_count': 488, 'node_density_km': 42.92598514811018, 'intersection_density_km': 36.187603758581254, 'edge_density_km': 15856.55743353714, 'street_density_km': 7928.278716768569, 'circuity_avg': 1.0405883725940004, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0405883725940004\n", - "7392\n", - "8014862.209226172\n", - "{'n': 220, 'm': 621, 'k_avg': 5.6454545454545455, 'intersection_count': 193, 'streets_per_node_avg': 2.9727272727272727, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 145, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12272727272727273, 2: 0.0, 3: 0.6590909090909091, 4: 0.21818181818181817}, 'edge_length_total': 109264.93300000006, 'edge_length_avg': 175.94997262479882, 'street_length_total': 54718.12400000002, 'street_length_avg': 175.9425209003216, 'street_segments_count': 311, 'node_density_km': 27.449005891423898, 'intersection_density_km': 24.0802642592946, 'edge_density_km': 13632.789952922907, 'street_density_km': 6827.082309289382, 'circuity_avg': 1.0677300223230723, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0677300223230723\n", - "7393\n", - "5008057.210834138\n", - "{'n': 243, 'm': 638, 'k_avg': 5.251028806584362, 'intersection_count': 193, 'streets_per_node_avg': 2.769547325102881, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 149, 4: 44}, 'streets_per_node_proportion': {0: 0.0, 1: 0.205761316872428, 2: 0.0, 3: 0.6131687242798354, 4: 0.18106995884773663}, 'edge_length_total': 76271.89999999995, 'edge_length_avg': 119.5484326018808, 'street_length_total': 38135.95000000002, 'street_length_avg': 119.54843260188093, 'street_segments_count': 319, 'node_density_km': 48.52180990950104, 'intersection_density_km': 38.53789840548848, 'edge_density_km': 15229.837996857901, 'street_density_km': 7614.91899842896, 'circuity_avg': 1.0421710386831258, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0421710386831258\n", - "7394\n", - "27048414.458912127\n", - "{'n': 1625, 'm': 4622, 'k_avg': 5.688615384615384, 'intersection_count': 1369, 'streets_per_node_avg': 2.923076923076923, 'streets_per_node_counts': {0: 0, 1: 256, 2: 0, 3: 990, 4: 372, 5: 6, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15753846153846154, 2: 0.0, 3: 0.6092307692307692, 4: 0.22892307692307692, 5: 0.0036923076923076922, 6: 0.0006153846153846154}, 'edge_length_total': 528868.7510000002, 'edge_length_avg': 114.42422133275642, 'street_length_total': 267434.3579999999, 'street_length_avg': 114.38595295124033, 'street_segments_count': 2338, 'node_density_km': 60.077458605511055, 'intersection_density_km': 50.612948203658235, 'edge_density_km': 19552.671074431288, 'street_density_km': 9887.247121499335, 'circuity_avg': 1.0428307861656738, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0428307861656738\n", - "7395\n", - "11021948.25888637\n", - "{'n': 365, 'm': 1006, 'k_avg': 5.512328767123288, 'intersection_count': 295, 'streets_per_node_avg': 2.8493150684931505, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 211, 4: 83, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1917808219178082, 2: 0.0, 3: 0.5780821917808219, 4: 0.2273972602739726, 5: 0.0027397260273972603}, 'edge_length_total': 144631.99200000006, 'edge_length_avg': 143.7693757455269, 'street_length_total': 72315.99600000003, 'street_length_avg': 143.7693757455269, 'street_segments_count': 503, 'node_density_km': 33.11574246465195, 'intersection_density_km': 26.764778156362535, 'edge_density_km': 13122.180271840009, 'street_density_km': 6561.090135920004, 'circuity_avg': 1.0489320837331535, 'self_loop_proportion': 0.0019880715705765406, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0489320837331535\n", - "7396\n", - "10017356.117058463\n", - "{'n': 252, 'm': 705, 'k_avg': 5.595238095238095, 'intersection_count': 202, 'streets_per_node_avg': 2.8412698412698414, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 142, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1984126984126984, 2: 0.0, 3: 0.5634920634920635, 4: 0.23809523809523808}, 'edge_length_total': 103324.95700000001, 'edge_length_avg': 146.56022269503546, 'street_length_total': 51766.61399999999, 'street_length_avg': 146.6476317280453, 'street_segments_count': 353, 'node_density_km': 25.15633836465807, 'intersection_density_km': 20.16500138754337, 'edge_density_km': 10314.59357065772, 'street_density_km': 5167.692292764465, 'circuity_avg': 1.0586380635484038, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0586380635484038\n", - "7397\n", - "12026679.225348858\n", - "{'n': 1613, 'm': 4546, 'k_avg': 5.636701797892126, 'intersection_count': 1341, 'streets_per_node_avg': 2.8667079975201486, 'streets_per_node_counts': {0: 0, 1: 272, 2: 0, 3: 1023, 4: 309, 5: 7, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16862988220706757, 2: 0.0, 3: 0.634221946683199, 4: 0.19156850588964663, 5: 0.0043397396156230625, 6: 0.0012399256044637321}, 'edge_length_total': 323894.64000000013, 'edge_length_avg': 71.24827100747913, 'street_length_total': 162040.58499999976, 'street_length_avg': 71.16406895037319, 'street_segments_count': 2277, 'node_density_km': 134.11848522576787, 'intersection_density_km': 111.5021008603563, 'edge_density_km': 26931.344382855186, 'street_density_km': 13473.427033662274, 'circuity_avg': 1.0575208622684098, 'self_loop_proportion': 0.002199736031676199, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0575208622684098\n", - "7398\n", - "31046228.426727384\n", - "{'n': 1373, 'm': 3733, 'k_avg': 5.4377276037873274, 'intersection_count': 1091, 'streets_per_node_avg': 2.7778587035688274, 'streets_per_node_counts': {0: 0, 1: 282, 2: 0, 3: 832, 4: 259}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20538965768390385, 2: 0.0, 3: 0.605972323379461, 4: 0.1886380189366351}, 'edge_length_total': 503853.9389999995, 'edge_length_avg': 134.97292767211346, 'street_length_total': 254746.9919999994, 'street_length_avg': 135.14429283819595, 'street_segments_count': 1885, 'node_density_km': 44.22437344492377, 'intersection_density_km': 35.14114452178575, 'edge_density_km': 16229.15131830431, 'street_density_km': 8205.408673109236, 'circuity_avg': 1.0418638104366005, 'self_loop_proportion': 0.0016072863648540047, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0418638104366005\n", - "7399\n", - "24050030.388491128\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 819, 'm': 2221, 'k_avg': 5.423687423687424, 'intersection_count': 686, 'streets_per_node_avg': 2.8205128205128207, 'streets_per_node_counts': {0: 0, 1: 133, 2: 0, 3: 567, 4: 119}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1623931623931624, 2: 0.0, 3: 0.6923076923076923, 4: 0.1452991452991453}, 'edge_length_total': 325880.4849999987, 'edge_length_avg': 146.72691805492963, 'street_length_total': 164313.68599999973, 'street_length_avg': 145.7974143744452, 'street_segments_count': 1127, 'node_density_km': 34.054011024947535, 'intersection_density_km': 28.523872482434683, 'edge_density_km': 13550.10699512235, 'street_density_km': 6832.161263240241, 'circuity_avg': 1.0505273353125715, 'self_loop_proportion': 0.0018009905447996398, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0505273353125715\n", - "7400\n", - "29064757.319638364\n", - "{'n': 3890, 'm': 10989, 'k_avg': 5.64987146529563, 'intersection_count': 3271, 'streets_per_node_avg': 2.87866323907455, 'streets_per_node_counts': {0: 0, 1: 619, 2: 1, 3: 2524, 4: 727, 5: 17, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15912596401028278, 2: 0.0002570694087403599, 3: 0.6488431876606684, 4: 0.18688946015424165, 5: 0.004370179948586119, 6: 0.0005141388174807198}, 'edge_length_total': 831622.683999994, 'edge_length_avg': 75.67773992173937, 'street_length_total': 417080.49499999994, 'street_length_avg': 75.53069449474827, 'street_segments_count': 5522, 'node_density_km': 133.8390669228681, 'intersection_density_km': 112.54179637652997, 'edge_density_km': 28612.751685976968, 'street_density_km': 14350.042232012327, 'circuity_avg': 1.0853965315365168, 'self_loop_proportion': 0.004368004368004368, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0853965315365168\n", - "7401\n", - "7011786.558287118\n", - "{'n': 66, 'm': 156, 'k_avg': 4.7272727272727275, 'intersection_count': 53, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 49, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19696969696969696, 2: 0.0, 3: 0.7424242424242424, 4: 0.06060606060606061}, 'edge_length_total': 31997.268000000004, 'edge_length_avg': 205.11069230769232, 'street_length_total': 16049.932999999994, 'street_length_avg': 200.62416249999993, 'street_segments_count': 80, 'node_density_km': 9.412722342780908, 'intersection_density_km': 7.558701275263457, 'edge_density_km': 4563.354536538615, 'street_density_km': 2288.9933780187357, 'circuity_avg': 1.0870671835055086, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0870671835055086\n", - "7402\n", - "14024814.711889198\n", - "{'n': 324, 'm': 868, 'k_avg': 5.3580246913580245, 'intersection_count': 267, 'streets_per_node_avg': 2.771604938271605, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 227, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17592592592592593, 2: 0.0, 3: 0.7006172839506173, 4: 0.12345679012345678}, 'edge_length_total': 145879.4909999999, 'edge_length_avg': 168.06392972350218, 'street_length_total': 72984.36200000001, 'street_length_avg': 167.39532568807343, 'street_segments_count': 436, 'node_density_km': 23.10190948371937, 'intersection_density_km': 19.03768466713911, 'edge_density_km': 10401.527150040283, 'street_density_km': 5203.944829169777, 'circuity_avg': 1.0588243693344963, 'self_loop_proportion': 0.002304147465437788, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0588243693344963\n", - "7403\n", - "11025220.550184282\n", - "{'n': 569, 'm': 1652, 'k_avg': 5.806678383128295, 'intersection_count': 490, 'streets_per_node_avg': 2.961335676625659, 'streets_per_node_counts': {0: 0, 1: 79, 2: 1, 3: 353, 4: 135, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13884007029876977, 2: 0.0017574692442882249, 3: 0.6203866432337434, 4: 0.23725834797891038, 5: 0.0017574692442882249}, 'edge_length_total': 191213.48700000043, 'edge_length_avg': 115.74666283293004, 'street_length_total': 95723.71599999981, 'street_length_avg': 115.74814510278091, 'street_segments_count': 827, 'node_density_km': 51.608944910448024, 'intersection_density_km': 44.443555371036084, 'edge_density_km': 17343.27999423144, 'street_density_km': 8682.24953544352, 'circuity_avg': 1.0290782472796687, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0290782472796687\n", - "7404\n", - "8018859.191003846\n", - "{'n': 202, 'm': 498, 'k_avg': 4.930693069306931, 'intersection_count': 158, 'streets_per_node_avg': 2.6534653465346536, 'streets_per_node_counts': {0: 0, 1: 44, 2: 0, 3: 140, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21782178217821782, 2: 0.0, 3: 0.693069306930693, 4: 0.0891089108910891}, 'edge_length_total': 82079.64400000012, 'edge_length_avg': 164.81856224899622, 'street_length_total': 41039.822000000015, 'street_length_avg': 164.81856224899605, 'street_segments_count': 249, 'node_density_km': 25.190615670944645, 'intersection_density_km': 19.70355087133294, 'edge_density_km': 10235.825576296835, 'street_density_km': 5117.912788148412, 'circuity_avg': 1.0750693670193379, 'self_loop_proportion': 0.004016064257028112, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0750693670193379\n", - "7405\n", - "10016626.240792703\n", - "{'n': 304, 'm': 799, 'k_avg': 5.256578947368421, 'intersection_count': 245, 'streets_per_node_avg': 2.7697368421052633, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 197, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19407894736842105, 2: 0.0, 3: 0.6480263157894737, 4: 0.15789473684210525}, 'edge_length_total': 135636.95399999997, 'edge_length_avg': 169.7583904881101, 'street_length_total': 67876.25500000002, 'street_length_avg': 169.69063750000004, 'street_segments_count': 400, 'node_density_km': 30.349540123795396, 'intersection_density_km': 24.459333323453528, 'edge_density_km': 13541.18150556707, 'street_density_km': 6776.358962419304, 'circuity_avg': 1.0458942080270526, 'self_loop_proportion': 0.0025031289111389237, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0458942080270526\n", - "7406\n", - "10020387.333909024\n", - "{'n': 495, 'm': 1265, 'k_avg': 5.111111111111111, 'intersection_count': 382, 'streets_per_node_avg': 2.682828282828283, 'streets_per_node_counts': {0: 0, 1: 113, 2: 0, 3: 314, 4: 67, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22828282828282828, 2: 0.0, 3: 0.6343434343434343, 4: 0.13535353535353536, 5: 0.00202020202020202}, 'edge_length_total': 162029.38999999987, 'edge_length_avg': 128.0864743083003, 'street_length_total': 81341.22200000005, 'street_length_avg': 126.6997227414331, 'street_segments_count': 642, 'node_density_km': 49.399288022022695, 'intersection_density_km': 38.122278837197314, 'edge_density_km': 16169.972736651793, 'street_density_km': 8117.572633618771, 'circuity_avg': 1.0700756403270215, 'self_loop_proportion': 0.0047430830039525695, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0700756403270215\n", - "7407\n", - "11016764.428959526\n", - "{'n': 573, 'm': 1508, 'k_avg': 5.2635253054101225, 'intersection_count': 446, 'streets_per_node_avg': 2.6980802792321117, 'streets_per_node_counts': {0: 0, 1: 127, 2: 0, 3: 367, 4: 78, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22164048865619546, 2: 0.0, 3: 0.6404886561954625, 4: 0.13612565445026178, 5: 0.0, 6: 0.0017452006980802793}, 'edge_length_total': 142165.5159999999, 'edge_length_avg': 94.27421485411134, 'street_length_total': 71082.75800000002, 'street_length_avg': 94.27421485411142, 'street_segments_count': 754, 'node_density_km': 52.01164132127283, 'intersection_density_km': 40.48375572301516, 'edge_density_km': 12904.470901301342, 'street_density_km': 6452.235450650677, 'circuity_avg': 1.0787524197500187, 'self_loop_proportion': 0.003978779840848806, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0787524197500187\n", - "7408\n", - "27043895.989599396\n", - "{'n': 1450, 'm': 3854, 'k_avg': 5.315862068965517, 'intersection_count': 1141, 'streets_per_node_avg': 2.7158620689655173, 'streets_per_node_counts': {0: 0, 1: 309, 2: 0, 3: 937, 4: 202, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21310344827586206, 2: 0.0, 3: 0.6462068965517241, 4: 0.1393103448275862, 5: 0.001379310344827586}, 'edge_length_total': 412816.54799999844, 'edge_length_avg': 107.11379034769031, 'street_length_total': 206408.2739999997, 'street_length_avg': 107.11379034769057, 'street_segments_count': 1927, 'node_density_km': 53.616535152984035, 'intersection_density_km': 42.190666627279164, 'edge_density_km': 15264.684798327888, 'street_density_km': 7632.342399163963, 'circuity_avg': 1.065300717261549, 'self_loop_proportion': 0.0020757654385054488, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065300717261549\n", - "7409\n", - "33073972.18728876\n", - "error with entry 7409\n", - "7410\n", - "10017610.533845842\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 475, 'm': 1162, 'k_avg': 4.892631578947368, 'intersection_count': 348, 'streets_per_node_avg': 2.528421052631579, 'streets_per_node_counts': {0: 0, 1: 127, 2: 0, 3: 319, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2673684210526316, 2: 0.0, 3: 0.671578947368421, 4: 0.05894736842105263, 5: 0.002105263157894737}, 'edge_length_total': 142349.62800000008, 'edge_length_avg': 122.50398278829611, 'street_length_total': 71174.814, 'street_length_avg': 122.50398278829604, 'street_segments_count': 581, 'node_density_km': 47.41649701744231, 'intersection_density_km': 34.738823078041946, 'edge_density_km': 14209.938339991633, 'street_density_km': 7104.969169995813, 'circuity_avg': 1.0596064513184458, 'self_loop_proportion': 0.0017211703958691911, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0596064513184458\n", - "7411\n", - "44085133.51284249\n", - "{'n': 1401, 'm': 3892, 'k_avg': 5.556031406138472, 'intersection_count': 1160, 'streets_per_node_avg': 2.8422555317630263, 'streets_per_node_counts': {0: 0, 1: 241, 2: 0, 3: 906, 4: 247, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17201998572448252, 2: 0.0, 3: 0.6466809421841542, 4: 0.1763026409707352, 5: 0.004996431120628123}, 'edge_length_total': 462375.7120000003, 'edge_length_avg': 118.80157040082227, 'street_length_total': 232389.94199999998, 'street_length_avg': 118.38509526235353, 'street_segments_count': 1963, 'node_density_km': 31.77942059746452, 'intersection_density_km': 26.312725119956347, 'edge_density_km': 10488.245700000094, 'street_density_km': 5271.390228007413, 'circuity_avg': 1.1446781125049579, 'self_loop_proportion': 0.001541623843782117, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1446781125049579\n", - "7412\n", - "7012591.383312988\n", - "{'n': 254, 'm': 717, 'k_avg': 5.645669291338582, 'intersection_count': 224, 'streets_per_node_avg': 2.9133858267716537, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 186, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11811023622047244, 2: 0.0, 3: 0.7322834645669292, 4: 0.14960629921259844}, 'edge_length_total': 81748.37300000015, 'edge_length_avg': 114.01446722454693, 'street_length_total': 41322.914000000026, 'street_length_avg': 114.15169613259675, 'street_segments_count': 362, 'node_density_km': 36.22056186025796, 'intersection_density_km': 31.942542742904656, 'edge_density_km': 11657.370083550972, 'street_density_km': 5892.673869224884, 'circuity_avg': 1.0663649467441818, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0663649467441818\n", - "7413\n", - "6009741.525132163\n", - "{'n': 112, 'm': 271, 'k_avg': 4.839285714285714, 'intersection_count': 86, 'streets_per_node_avg': 2.705357142857143, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 67, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23214285714285715, 2: 0.0, 3: 0.5982142857142857, 4: 0.16964285714285715}, 'edge_length_total': 51813.201999999954, 'edge_length_avg': 191.1926273062729, 'street_length_total': 27067.379999999986, 'street_length_avg': 186.67158620689645, 'street_segments_count': 145, 'node_density_km': 18.63640882584163, 'intersection_density_km': 14.310099634128395, 'edge_density_km': 8621.535848642094, 'street_density_km': 4503.917495753652, 'circuity_avg': 1.0679657306776278, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0679657306776278\n", - "7414\n", - "18039019.16066638\n", - "{'n': 444, 'm': 1159, 'k_avg': 5.2207207207207205, 'intersection_count': 348, 'streets_per_node_avg': 2.7432432432432434, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 271, 4: 76, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21621621621621623, 2: 0.0, 3: 0.6103603603603603, 4: 0.17117117117117117, 5: 0.0022522522522522522}, 'edge_length_total': 198738.2369999995, 'edge_length_avg': 171.4738886971523, 'street_length_total': 99486.21999999993, 'street_length_avg': 171.52796551724126, 'street_segments_count': 580, 'node_density_km': 24.613311624399767, 'intersection_density_km': 19.29151451642144, 'edge_density_km': 11017.130988659468, 'street_density_km': 5515.057061246826, 'circuity_avg': 1.0394200802701463, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0394200802701463\n", - "7415\n", - "8014341.16403779\n", - "{'n': 348, 'm': 919, 'k_avg': 5.281609195402299, 'intersection_count': 280, 'streets_per_node_avg': 2.7385057471264367, 'streets_per_node_counts': {0: 0, 1: 68, 2: 0, 3: 235, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19540229885057472, 2: 0.0, 3: 0.6752873563218391, 4: 0.12931034482758622}, 'edge_length_total': 115989.08099999989, 'edge_length_avg': 126.21227529923819, 'street_length_total': 58252.08699999999, 'street_length_avg': 125.27330537634407, 'street_segments_count': 465, 'node_density_km': 43.42215946103678, 'intersection_density_km': 34.93736968129396, 'edge_density_km': 14472.690721037661, 'street_density_km': 7268.481065092492, 'circuity_avg': 1.049215611404713, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049215611404713\n", - "7416\n", - "27043755.60878317\n", - "{'n': 1653, 'm': 4511, 'k_avg': 5.457955232909861, 'intersection_count': 1309, 'streets_per_node_avg': 2.7912885662431943, 'streets_per_node_counts': {0: 0, 1: 344, 2: 2, 3: 969, 4: 331, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20810647307924984, 2: 0.0012099213551119178, 3: 0.5862068965517241, 4: 0.20024198427102238, 5: 0.004234724742891712}, 'edge_length_total': 443804.0150000001, 'edge_length_avg': 98.38262358678787, 'street_length_total': 223250.87800000008, 'street_length_avg': 97.70279124726481, 'street_segments_count': 2285, 'node_density_km': 61.12316735561479, 'intersection_density_km': 48.40304057380506, 'edge_density_km': 16410.59109615171, 'street_density_km': 8255.172884623076, 'circuity_avg': 1.0829074910576941, 'self_loop_proportion': 0.002660164043449346, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0829074910576941\n", - "7417\n", - "13021112.899664262\n", - "{'n': 430, 'm': 1194, 'k_avg': 5.553488372093023, 'intersection_count': 358, 'streets_per_node_avg': 2.890697674418605, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 262, 4: 95, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16744186046511628, 2: 0.0, 3: 0.6093023255813953, 4: 0.22093023255813954, 5: 0.002325581395348837}, 'edge_length_total': 175399.94399999978, 'edge_length_avg': 146.90112562814053, 'street_length_total': 87971.54700000004, 'street_length_avg': 145.88979601990056, 'street_segments_count': 603, 'node_density_km': 33.023290967017665, 'intersection_density_km': 27.493809688819358, 'edge_density_km': 13470.426479792086, 'street_density_km': 6756.069752092259, 'circuity_avg': 1.0385460856814295, 'self_loop_proportion': 0.0016750418760469012, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0385460856814295\n", - "7418\n", - "7014696.59485596\n", - "{'n': 204, 'm': 561, 'k_avg': 5.5, 'intersection_count': 167, 'streets_per_node_avg': 2.838235294117647, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 126, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18137254901960784, 2: 0.0, 3: 0.6176470588235294, 4: 0.20098039215686275}, 'edge_length_total': 107447.01000000013, 'edge_length_avg': 191.52764705882376, 'street_length_total': 54084.788, 'street_length_avg': 191.79002836879434, 'street_segments_count': 282, 'node_density_km': 29.081799510701277, 'intersection_density_km': 23.807159403368203, 'edge_density_km': 15317.413739432935, 'street_density_km': 7710.21059409207, 'circuity_avg': 1.0288145834749691, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0288145834749691\n", - "7419\n", - "11023307.188090846\n", - "{'n': 351, 'm': 956, 'k_avg': 5.447293447293447, 'intersection_count': 293, 'streets_per_node_avg': 2.8575498575498575, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 228, 4: 64, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16524216524216523, 2: 0.0, 3: 0.6495726495726496, 4: 0.18233618233618235, 5: 0.002849002849002849}, 'edge_length_total': 143083.02900000004, 'edge_length_avg': 149.66844037656907, 'street_length_total': 71706.557, 'street_length_avg': 149.07808108108108, 'street_segments_count': 481, 'node_density_km': 31.841623753278583, 'intersection_density_km': 26.58004489946047, 'edge_density_km': 12980.045512528346, 'street_density_km': 6504.994896401779, 'circuity_avg': 1.0616391359369979, 'self_loop_proportion': 0.008368200836820083, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0616391359369979\n", - "7420\n", - "6009966.07826928\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 206, 'm': 538, 'k_avg': 5.223300970873787, 'intersection_count': 159, 'streets_per_node_avg': 2.645631067961165, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 138, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22815533980582525, 2: 0.0, 3: 0.6699029126213593, 4: 0.10194174757281553}, 'edge_length_total': 78809.702, 'edge_length_avg': 146.4864349442379, 'street_length_total': 39404.850999999995, 'street_length_avg': 146.4864349442379, 'street_segments_count': 269, 'node_density_km': 34.27639978615701, 'intersection_density_km': 26.45605614562604, 'edge_density_km': 13113.16918825193, 'street_density_km': 6556.584594125964, 'circuity_avg': 1.051919641140314, 'self_loop_proportion': 0.0037174721189591076, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051919641140314\n", - "7421\n", - "9020794.40678824\n", - "{'n': 229, 'm': 674, 'k_avg': 5.88646288209607, 'intersection_count': 201, 'streets_per_node_avg': 3.11353711790393, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 120, 4: 80, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1222707423580786, 2: 0.0, 3: 0.5240174672489083, 4: 0.34934497816593885, 5: 0.004366812227074236}, 'edge_length_total': 132438.6520000002, 'edge_length_avg': 196.49651632047508, 'street_length_total': 66219.32599999997, 'street_length_avg': 196.49651632047468, 'street_segments_count': 337, 'node_density_km': 25.385790837631237, 'intersection_density_km': 22.281851346567155, 'edge_density_km': 14681.48436021763, 'street_density_km': 7340.7421801088, 'circuity_avg': 1.0146972466660558, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0146972466660558\n", - "7422\n", - "53118301.21751814\n", - "error with entry 7422\n", - "7423\n", - "13016043.809604203\n", - "{'n': 481, 'm': 1362, 'k_avg': 5.663201663201663, 'intersection_count': 406, 'streets_per_node_avg': 2.952182952182952, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 281, 4: 123, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15592515592515593, 2: 0.0, 3: 0.5841995841995842, 4: 0.25571725571725573, 5: 0.004158004158004158}, 'edge_length_total': 208373.23200000063, 'edge_length_avg': 152.99062555066126, 'street_length_total': 104446.2759999999, 'street_length_avg': 152.92280527086368, 'street_segments_count': 683, 'node_density_km': 36.95439313480817, 'intersection_density_km': 31.192273623143695, 'edge_density_km': 16008.952877543896, 'street_density_km': 8024.4256648039, 'circuity_avg': 1.0251298971479135, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0251298971479135\n", - "7424\n", - "9019174.91053522\n", - "{'n': 461, 'm': 1284, 'k_avg': 5.570498915401301, 'intersection_count': 397, 'streets_per_node_avg': 2.8481561822125814, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 340, 4: 56, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13882863340563992, 2: 0.0, 3: 0.737527114967462, 4: 0.12147505422993492, 5: 0.0021691973969631237}, 'edge_length_total': 111733.09599999992, 'edge_length_avg': 87.0195451713395, 'street_length_total': 55911.30299999997, 'street_length_avg': 86.95381493001551, 'street_segments_count': 643, 'node_density_km': 51.11332295612871, 'intersection_density_km': 44.01733018130824, 'edge_density_km': 12388.394405067525, 'street_density_km': 6199.1594081062185, 'circuity_avg': 1.0690414606132737, 'self_loop_proportion': 0.001557632398753894, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0690414606132737\n", - "7425\n", - "23028292.834580585\n", - "error with entry 7425\n", - "7426\n", - "34049705.89093661\n", - "error with entry 7426\n", - "7427\n", - "7010455.309792065\n", - "{'n': 456, 'm': 1130, 'k_avg': 4.956140350877193, 'intersection_count': 339, 'streets_per_node_avg': 2.550438596491228, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 311, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2565789473684211, 2: 0.0, 3: 0.6820175438596491, 4: 0.05921052631578947, 5: 0.0021929824561403508}, 'edge_length_total': 109410.29699999987, 'edge_length_avg': 96.82327168141582, 'street_length_total': 55001.349999999984, 'street_length_avg': 96.49359649122805, 'street_segments_count': 570, 'node_density_km': 65.04570385935821, 'intersection_density_km': 48.356345632286036, 'edge_density_km': 15606.731968917587, 'street_density_km': 7845.617377116032, 'circuity_avg': 1.0557970490866466, 'self_loop_proportion': 0.0035398230088495575, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557970490866466\n", - "7428\n", - "21029721.016897142\n", - "{'n': 1155, 'm': 3181, 'k_avg': 5.508225108225108, 'intersection_count': 972, 'streets_per_node_avg': 2.8363636363636364, 'streets_per_node_counts': {0: 0, 1: 183, 2: 0, 3: 796, 4: 175, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15844155844155844, 2: 0.0, 3: 0.6891774891774892, 4: 0.15151515151515152, 5: 0.0008658008658008658}, 'edge_length_total': 355078.1540000001, 'edge_length_avg': 111.62469475007862, 'street_length_total': 178254.62400000062, 'street_length_avg': 111.20063880224617, 'street_segments_count': 1603, 'node_density_km': 54.92226925273857, 'intersection_density_km': 46.22029931918778, 'edge_density_km': 16884.58699545747, 'street_density_km': 8476.319008548666, 'circuity_avg': 1.0573579442117866, 'self_loop_proportion': 0.0031436655139893115, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0573579442117866\n", - "7429\n", - "6007444.827390508\n", - "{'n': 55, 'm': 134, 'k_avg': 4.872727272727273, 'intersection_count': 53, 'streets_per_node_avg': 3.0727272727272728, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 45, 4: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03636363636363636, 2: 0.0, 3: 0.8181818181818182, 4: 0.14545454545454545}, 'edge_length_total': 32551.254000000008, 'edge_length_avg': 242.91980597014933, 'street_length_total': 16275.627, 'street_length_avg': 242.91980597014927, 'street_segments_count': 67, 'node_density_km': 9.155306720293376, 'intersection_density_km': 8.822386475919073, 'edge_density_km': 5418.485718185031, 'street_density_km': 2709.242859092515, 'circuity_avg': 1.136516167546549, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.136516167546549\n", - "7430\n", - "9016168.738581272\n", - "{'n': 625, 'm': 1778, 'k_avg': 5.6896, 'intersection_count': 535, 'streets_per_node_avg': 2.96, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 383, 4: 149, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.144, 2: 0.0, 3: 0.6128, 4: 0.2384, 5: 0.0048}, 'edge_length_total': 195852.11800000086, 'edge_length_avg': 110.15304724409498, 'street_length_total': 97926.05900000004, 'street_length_avg': 110.15304724409454, 'street_segments_count': 889, 'node_density_km': 69.31990938962242, 'intersection_density_km': 59.33784243751679, 'edge_density_km': 21722.321717641116, 'street_density_km': 10861.160858820514, 'circuity_avg': 1.0596839287348174, 'self_loop_proportion': 0.00562429696287964, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0596839287348174\n", - "7431\n", - "8014251.654689747\n", - "{'n': 381, 'm': 980, 'k_avg': 5.1443569553805775, 'intersection_count': 295, 'streets_per_node_avg': 2.608923884514436, 'streets_per_node_counts': {0: 0, 1: 86, 2: 0, 3: 273, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22572178477690288, 2: 0.0, 3: 0.7165354330708661, 4: 0.05511811023622047, 5: 0.0026246719160104987}, 'edge_length_total': 114328.66999999981, 'edge_length_avg': 116.66190816326511, 'street_length_total': 57164.33500000006, 'street_length_avg': 116.66190816326542, 'street_segments_count': 490, 'node_density_km': 47.540308991551065, 'intersection_density_km': 36.809425597132716, 'edge_density_km': 14265.67007452248, 'street_density_km': 7132.8350372612595, 'circuity_avg': 1.064488152754267, 'self_loop_proportion': 0.006122448979591836, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064488152754267\n", - "7432\n", - "21036362.772053357\n", - "{'n': 941, 'm': 2803, 'k_avg': 5.95749202975558, 'intersection_count': 841, 'streets_per_node_avg': 3.0456960680127523, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 602, 4: 235, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10626992561105207, 2: 0.0, 3: 0.6397449521785334, 4: 0.24973432518597238, 5: 0.004250797024442083}, 'edge_length_total': 371313.0049999992, 'edge_length_avg': 132.46985551195118, 'street_length_total': 186305.38999999987, 'street_length_avg': 132.2252590489708, 'street_segments_count': 1409, 'node_density_km': 44.73206752500537, 'intersection_density_km': 39.97839403669449, 'edge_density_km': 17651.00787733541, 'street_density_km': 8856.34993172418, 'circuity_avg': 1.03354835161262, 'self_loop_proportion': 0.0014270424545130217, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03354835161262\n", - "7433\n", - "6012347.524393176\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 81, 'm': 194, 'k_avg': 4.790123456790123, 'intersection_count': 59, 'streets_per_node_avg': 2.493827160493827, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 56, 4: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2716049382716049, 2: 0.0, 3: 0.691358024691358, 4: 0.037037037037037035}, 'edge_length_total': 38198.93799999998, 'edge_length_avg': 196.90174226804115, 'street_length_total': 19099.468999999997, 'street_length_avg': 196.9017422680412, 'street_segments_count': 97, 'node_density_km': 13.472275125708954, 'intersection_density_km': 9.813138671812695, 'edge_density_km': 6353.414842541954, 'street_density_km': 3176.7074212709786, 'circuity_avg': 1.0679835983111825, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0679835983111825\n", - "7434\n", - "27059304.79160189\n", - "{'n': 1632, 'm': 4454, 'k_avg': 5.458333333333333, 'intersection_count': 1350, 'streets_per_node_avg': 2.818014705882353, 'streets_per_node_counts': {0: 0, 1: 282, 2: 3, 3: 1081, 4: 262, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17279411764705882, 2: 0.001838235294117647, 3: 0.6623774509803921, 4: 0.16053921568627452, 5: 0.0024509803921568627}, 'edge_length_total': 542483.3760000006, 'edge_length_avg': 121.79689627301316, 'street_length_total': 274325.6010000002, 'street_length_avg': 121.4905230292295, 'street_segments_count': 2258, 'node_density_km': 60.31197078302273, 'intersection_density_km': 49.89041700801512, 'edge_density_km': 20047.942110041404, 'street_density_km': 10137.939725825467, 'circuity_avg': 1.0967254055383755, 'self_loop_proportion': 0.00449034575662326, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0967254055383755\n", - "7435\n", - "8010058.360775009\n", - "{'n': 581, 'm': 1598, 'k_avg': 5.500860585197935, 'intersection_count': 455, 'streets_per_node_avg': 2.8055077452667816, 'streets_per_node_counts': {0: 0, 1: 126, 2: 0, 3: 316, 4: 139}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21686746987951808, 2: 0.0, 3: 0.5438898450946644, 4: 0.23924268502581755}, 'edge_length_total': 156399.36400000035, 'edge_length_avg': 97.87194242803527, 'street_length_total': 78199.68199999996, 'street_length_avg': 97.87194242803498, 'street_segments_count': 799, 'node_density_km': 72.53380360437045, 'intersection_density_km': 56.80358113595276, 'edge_density_km': 19525.371346341602, 'street_density_km': 9762.685673170774, 'circuity_avg': 1.0477399944279175, 'self_loop_proportion': 0.0012515644555694619, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0477399944279175\n", - "7436\n", - "13017450.393596368\n", - "{'n': 304, 'm': 845, 'k_avg': 5.559210526315789, 'intersection_count': 265, 'streets_per_node_avg': 2.973684210526316, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 195, 4: 70}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12828947368421054, 2: 0.0, 3: 0.6414473684210527, 4: 0.23026315789473684}, 'edge_length_total': 153468.15299999973, 'edge_length_avg': 181.61911597633105, 'street_length_total': 77900.45099999999, 'street_length_avg': 182.4366533957845, 'street_segments_count': 427, 'node_density_km': 23.35326740707579, 'intersection_density_km': 20.35728902261541, 'edge_density_km': 11789.417156180969, 'street_density_km': 5984.309418864488, 'circuity_avg': 1.0358246713926074, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0358246713926074\n", - "7437\n", - "10013546.82646444\n", - "{'n': 81, 'm': 202, 'k_avg': 4.987654320987654, 'intersection_count': 63, 'streets_per_node_avg': 2.617283950617284, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 58, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.7160493827160493, 4: 0.06172839506172839}, 'edge_length_total': 47709.978000000054, 'edge_length_avg': 236.18800990099035, 'street_length_total': 23854.988999999998, 'street_length_avg': 236.18800990099007, 'street_segments_count': 101, 'node_density_km': 8.089041915290997, 'intersection_density_km': 6.2914770452263316, 'edge_density_km': 4764.543355797677, 'street_density_km': 2382.271677898835, 'circuity_avg': 1.064946814213886, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.064946814213886\n", - "7438\n", - "6012758.86664992\n", - "{'n': 186, 'm': 496, 'k_avg': 5.333333333333333, 'intersection_count': 158, 'streets_per_node_avg': 2.774193548387097, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 144, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15053763440860216, 2: 0.0, 3: 0.7741935483870968, 4: 0.07526881720430108}, 'edge_length_total': 68836.30199999995, 'edge_length_avg': 138.78286693548378, 'street_length_total': 34418.151000000005, 'street_length_avg': 138.7828669354839, 'street_segments_count': 248, 'node_density_km': 30.934219070659672, 'intersection_density_km': 26.277454909485098, 'edge_density_km': 11448.372290763908, 'street_density_km': 5724.186145381959, 'circuity_avg': 1.1267534725762034, 'self_loop_proportion': 0.004032258064516129, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1267534725762034\n", - "7439\n", - "9017635.7844246\n", - "{'n': 544, 'm': 1486, 'k_avg': 5.463235294117647, 'intersection_count': 450, 'streets_per_node_avg': 2.786764705882353, 'streets_per_node_counts': {0: 0, 1: 94, 2: 0, 3: 378, 4: 72}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17279411764705882, 2: 0.0, 3: 0.6948529411764706, 4: 0.1323529411764706}, 'edge_length_total': 156973.26, 'edge_length_avg': 105.63476446837147, 'street_length_total': 78486.62999999999, 'street_length_avg': 105.63476446837146, 'street_segments_count': 743, 'node_density_km': 60.32623328385088, 'intersection_density_km': 49.90221503259724, 'edge_density_km': 17407.363055306214, 'street_density_km': 8703.681527653105, 'circuity_avg': 1.0576878420940077, 'self_loop_proportion': 0.0026917900403768506, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0576878420940077\n", - "7440\n", - "5007402.264923412\n", - "{'n': 443, 'm': 1182, 'k_avg': 5.336343115124153, 'intersection_count': 368, 'streets_per_node_avg': 2.801354401805869, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 306, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16930022573363432, 2: 0.0, 3: 0.690744920993228, 4: 0.1399548532731377}, 'edge_length_total': 113516.94399999984, 'edge_length_avg': 96.03802368866315, 'street_length_total': 56758.47200000004, 'street_length_avg': 96.03802368866334, 'street_segments_count': 591, 'node_density_km': 88.46902576675167, 'intersection_density_km': 73.4911997340059, 'edge_density_km': 22669.827186679217, 'street_density_km': 11334.91359333963, 'circuity_avg': 1.0607746790841304, 'self_loop_proportion': 0.00338409475465313, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0607746790841304\n", - "7441\n", - "8009188.480684246\n", - "{'n': 482, 'm': 1208, 'k_avg': 5.012448132780083, 'intersection_count': 343, 'streets_per_node_avg': 2.5497925311203318, 'streets_per_node_counts': {0: 0, 1: 139, 2: 0, 3: 282, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2883817427385892, 2: 0.0, 3: 0.5850622406639004, 4: 0.12655601659751037}, 'edge_length_total': 99806.43999999987, 'edge_length_avg': 82.6212251655628, 'street_length_total': 49903.21999999993, 'street_length_avg': 82.62122516556279, 'street_segments_count': 604, 'node_density_km': 60.18087864487632, 'intersection_density_km': 42.82581198172734, 'edge_density_km': 12461.492227421415, 'street_density_km': 6230.746113710707, 'circuity_avg': 1.0568787057885247, 'self_loop_proportion': 0.0033112582781456954, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0568787057885247\n", - "7442\n", - "35048714.82481766\n", - "{'n': 2031, 'm': 5560, 'k_avg': 5.475135401280157, 'intersection_count': 1666, 'streets_per_node_avg': 2.7966518956179223, 'streets_per_node_counts': {0: 0, 1: 365, 2: 0, 3: 1353, 4: 309, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17971442639094043, 2: 0.0, 3: 0.6661742983751846, 4: 0.15214180206794684, 5: 0.0019694731659281144}, 'edge_length_total': 602975.9350000015, 'edge_length_avg': 108.44890917266213, 'street_length_total': 303315.65800000005, 'street_length_avg': 108.36572275812792, 'street_segments_count': 2799, 'node_density_km': 57.9479164971227, 'intersection_density_km': 47.53383992329218, 'edge_density_km': 17203.938518539915, 'street_density_km': 8654.116406722713, 'circuity_avg': 1.0633576462992054, 'self_loop_proportion': 0.002158273381294964, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0633576462992054\n", - "7443\n", - "10012893.596561017\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 703, 'm': 1920, 'k_avg': 5.46230440967283, 'intersection_count': 581, 'streets_per_node_avg': 2.7766714082503556, 'streets_per_node_counts': {0: 0, 1: 122, 2: 0, 3: 496, 4: 83, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17354196301564723, 2: 0.0, 3: 0.705547652916074, 4: 0.11806543385490754, 5: 0.002844950213371266}, 'edge_length_total': 179343.38199999923, 'edge_length_avg': 93.40801145833294, 'street_length_total': 89671.69100000002, 'street_length_avg': 93.40801145833335, 'street_segments_count': 960, 'node_density_km': 70.20947473579957, 'intersection_density_km': 58.02518466785143, 'edge_density_km': 17911.24416438378, 'street_density_km': 8955.62208219193, 'circuity_avg': 1.0651298803542497, 'self_loop_proportion': 0.0020833333333333333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0651298803542497\n", - "7444\n", - "7008435.112072885\n", - "{'n': 303, 'm': 832, 'k_avg': 5.491749174917492, 'intersection_count': 253, 'streets_per_node_avg': 2.9042904290429044, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 182, 4: 71}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16501650165016502, 2: 0.0, 3: 0.6006600660066007, 4: 0.23432343234323433}, 'edge_length_total': 107536.43700000012, 'edge_length_avg': 129.25052524038477, 'street_length_total': 54110.18200000001, 'street_length_avg': 129.14124582338903, 'street_segments_count': 419, 'node_density_km': 43.233617084938906, 'intersection_density_km': 36.099356839899485, 'edge_density_km': 15343.858547645748, 'street_density_km': 7720.722405888958, 'circuity_avg': 1.0306489812497472, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0306489812497472\n", - "7445\n", - "9010463.012780353\n", - "{'n': 650, 'm': 1751, 'k_avg': 5.387692307692308, 'intersection_count': 555, 'streets_per_node_avg': 2.8461538461538463, 'streets_per_node_counts': {0: 0, 1: 95, 2: 1, 3: 465, 4: 87, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14615384615384616, 2: 0.0015384615384615385, 3: 0.7153846153846154, 4: 0.13384615384615384, 5: 0.003076923076923077}, 'edge_length_total': 147324.04199999975, 'edge_length_avg': 84.1370885208451, 'street_length_total': 77351.27999999997, 'street_length_avg': 85.28255788313116, 'street_segments_count': 907, 'node_density_km': 72.13835727176797, 'intersection_density_km': 61.595058901278804, 'edge_density_km': 16350.329810026049, 'street_density_km': 8584.606572413166, 'circuity_avg': 1.1132284427681183, 'self_loop_proportion': 0.0034266133637921186, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1132284427681183\n", - "7446\n", - "8010966.962813265\n", - "{'n': 214, 'm': 513, 'k_avg': 4.794392523364486, 'intersection_count': 142, 'streets_per_node_avg': 2.44392523364486, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 119, 4: 21, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3364485981308411, 2: 0.0, 3: 0.5560747663551402, 4: 0.09813084112149532, 5: 0.009345794392523364}, 'edge_length_total': 65242.698, 'edge_length_avg': 127.17874853801169, 'street_length_total': 32833.329999999994, 'street_length_avg': 126.76961389961387, 'street_segments_count': 259, 'node_density_km': 26.713379420160308, 'intersection_density_km': 17.72570036291011, 'edge_density_km': 8144.172645181934, 'street_density_km': 4098.5476725108965, 'circuity_avg': 1.082868938025872, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.082868938025872\n", - "7447\n", - "20033817.357547756\n", - "{'n': 847, 'm': 2202, 'k_avg': 5.199527744982291, 'intersection_count': 661, 'streets_per_node_avg': 2.6623376623376624, 'streets_per_node_counts': {0: 0, 1: 186, 2: 0, 3: 579, 4: 78, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21959858323494688, 2: 0.0, 3: 0.6835891381345927, 4: 0.09208972845336481, 5: 0.004722550177095631}, 'edge_length_total': 255403.15000000046, 'edge_length_avg': 115.98689827429631, 'street_length_total': 127701.57500000006, 'street_length_avg': 115.98689827429614, 'street_segments_count': 1101, 'node_density_km': 42.278512621105236, 'intersection_density_km': 32.9942111482297, 'edge_density_km': 12748.601299580936, 'street_density_km': 6374.30064979046, 'circuity_avg': 1.0650065845039633, 'self_loop_proportion': 0.004541326067211626, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0650065845039633\n", - "7448\n", - "19037004.498234373\n", - "{'n': 885, 'm': 2588, 'k_avg': 5.8485875706214685, 'intersection_count': 774, 'streets_per_node_avg': 2.99774011299435, 'streets_per_node_counts': {0: 0, 1: 111, 2: 0, 3: 554, 4: 220}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12542372881355932, 2: 0.0, 3: 0.6259887005649718, 4: 0.24858757062146894}, 'edge_length_total': 321768.9690000008, 'edge_length_avg': 124.33113176197867, 'street_length_total': 162268.63299999977, 'street_length_avg': 124.24857044410396, 'street_segments_count': 1306, 'node_density_km': 46.48840630793995, 'intersection_density_km': 40.65765704219832, 'edge_density_km': 16902.28990752426, 'street_density_km': 8523.853267726532, 'circuity_avg': 1.0483762813940862, 'self_loop_proportion': 0.0030911901081916537, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0483762813940862\n", - "7449\n", - "8015978.465570908\n", - "{'n': 328, 'm': 901, 'k_avg': 5.4939024390243905, 'intersection_count': 280, 'streets_per_node_avg': 2.8658536585365852, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 230, 4: 48, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14634146341463414, 2: 0.0, 3: 0.7012195121951219, 4: 0.14634146341463414, 5: 0.006097560975609756}, 'edge_length_total': 115608.74000000034, 'edge_length_avg': 128.3115871254166, 'street_length_total': 58221.19100000003, 'street_length_avg': 127.67805043859656, 'street_segments_count': 456, 'node_density_km': 40.91827359676414, 'intersection_density_km': 34.93023355821329, 'edge_density_km': 14422.286748467024, 'street_density_km': 7263.142141669095, 'circuity_avg': 1.0454187501227465, 'self_loop_proportion': 0.008879023307436182, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0454187501227465\n", - "7450\n", - "17023221.196284372\n", - "{'n': 1048, 'm': 2941, 'k_avg': 5.612595419847328, 'intersection_count': 851, 'streets_per_node_avg': 2.8530534351145036, 'streets_per_node_counts': {0: 0, 1: 197, 2: 0, 3: 617, 4: 229, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18797709923664122, 2: 0.0, 3: 0.5887404580152672, 4: 0.21851145038167938, 5: 0.003816793893129771, 6: 0.0009541984732824427}, 'edge_length_total': 310786.6450000005, 'edge_length_avg': 105.67379972798385, 'street_length_total': 155559.403, 'street_length_avg': 105.67894225543478, 'street_segments_count': 1472, 'node_density_km': 61.56296672152419, 'intersection_density_km': 49.9905388168102, 'edge_density_km': 18256.62965995151, 'street_density_km': 9138.070944760659, 'circuity_avg': 1.061083342630316, 'self_loop_proportion': 0.004080244814688882, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.061083342630316\n", - "7451\n", - "96124702.37577547\n", - "{'n': 6182, 'm': 16699, 'k_avg': 5.402458751213199, 'intersection_count': 5053, 'streets_per_node_avg': 2.7821093497250082, 'streets_per_node_counts': {0: 0, 1: 1129, 2: 3, 3: 4149, 4: 890, 5: 9, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1826269815593659, 2: 0.00048527984471044967, 3: 0.6711420252345519, 4: 0.14396635393076673, 5: 0.0014558395341313492, 6: 0.00032351989647363315}, 'edge_length_total': 1640445.4779999952, 'edge_length_avg': 98.23615054793672, 'street_length_total': 838665.5949999996, 'street_length_avg': 98.0436748889408, 'street_segments_count': 8554, 'node_density_km': 64.31229275314703, 'intersection_density_km': 52.567132850477506, 'edge_density_km': 17065.805536511147, 'street_density_km': 8724.766623686868, 'circuity_avg': 1.0687656712495446, 'self_loop_proportion': 0.0028744236181807293, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0687656712495446\n", - "7452\n", - "8013859.39520874\n", - "{'n': 190, 'm': 546, 'k_avg': 5.747368421052632, 'intersection_count': 158, 'streets_per_node_avg': 2.9473684210526314, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 105, 4: 52, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16842105263157894, 2: 0.0, 3: 0.5526315789473685, 4: 0.2736842105263158, 5: 0.005263157894736842}, 'edge_length_total': 92613.17600000011, 'edge_length_avg': 169.62120146520166, 'street_length_total': 46306.58799999998, 'street_length_avg': 169.6212014652014, 'street_segments_count': 273, 'node_density_km': 23.70892607793888, 'intersection_density_km': 19.71584379112812, 'edge_density_km': 11556.626019090241, 'street_density_km': 5778.3130095451115, 'circuity_avg': 1.052832680892862, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052832680892862\n", - "7453\n", - "11014078.417881858\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 114, 'm': 296, 'k_avg': 5.192982456140351, 'intersection_count': 93, 'streets_per_node_avg': 2.736842105263158, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 81, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18421052631578946, 2: 0.0, 3: 0.7105263157894737, 4: 0.10526315789473684}, 'edge_length_total': 58319.319999999985, 'edge_length_avg': 197.02472972972967, 'street_length_total': 29159.660000000003, 'street_length_avg': 197.02472972972976, 'street_segments_count': 148, 'node_density_km': 10.350389353948652, 'intersection_density_km': 8.443738683484426, 'edge_density_km': 5294.979551381794, 'street_density_km': 2647.489775690898, 'circuity_avg': 1.095333364441764, 'self_loop_proportion': 0.013513513513513514, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.095333364441764\n", - "7454\n", - "20026838.968600422\n", - "{'n': 1327, 'm': 3683, 'k_avg': 5.550866616428033, 'intersection_count': 1054, 'streets_per_node_avg': 2.813112283345893, 'streets_per_node_counts': {0: 0, 1: 273, 2: 0, 3: 757, 4: 296, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2057272042200452, 2: 0.0, 3: 0.5704596834966089, 4: 0.22305953278070836, 5: 0.0007535795026375283}, 'edge_length_total': 337230.011999999, 'edge_length_avg': 91.56394569644284, 'street_length_total': 168914.80800000016, 'street_length_avg': 91.35468253109798, 'street_segments_count': 1849, 'node_density_km': 66.2610810463184, 'intersection_density_km': 52.62937409406148, 'edge_density_km': 16838.903659670577, 'street_density_km': 8434.42184085254, 'circuity_avg': 1.0614021966238, 'self_loop_proportion': 0.004344284550638067, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0614021966238\n", - "7455\n", - "8011609.2374183275\n", - "{'n': 275, 'm': 729, 'k_avg': 5.301818181818182, 'intersection_count': 225, 'streets_per_node_avg': 2.7418181818181817, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 197, 4: 27, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.7163636363636363, 4: 0.09818181818181818, 5: 0.0036363636363636364}, 'edge_length_total': 93798.74699999986, 'edge_length_avg': 128.66769135802448, 'street_length_total': 46927.600000000035, 'street_length_avg': 128.56876712328776, 'street_segments_count': 365, 'node_density_km': 34.325188841663525, 'intersection_density_km': 28.084245415906523, 'edge_density_km': 11707.853468677875, 'street_density_km': 5857.449934131093, 'circuity_avg': 1.0661461216742936, 'self_loop_proportion': 0.0027434842249657062, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0661461216742936\n", - "7456\n", - "6013027.712764783\n", - "{'n': 116, 'm': 316, 'k_avg': 5.448275862068965, 'intersection_count': 98, 'streets_per_node_avg': 2.836206896551724, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 81, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15517241379310345, 2: 0.0, 3: 0.6982758620689655, 4: 0.14655172413793102}, 'edge_length_total': 28638.328, 'edge_length_avg': 90.62762025316457, 'street_length_total': 14319.164, 'street_length_avg': 90.62762025316457, 'street_segments_count': 158, 'node_density_km': 19.29144609690537, 'intersection_density_km': 16.29794584048902, 'edge_density_km': 4762.713456185309, 'street_density_km': 2381.3567280926545, 'circuity_avg': 1.0307472642919704, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0307472642919704\n", - "7457\n", - "7014442.971216197\n", - "{'n': 717, 'm': 1792, 'k_avg': 4.99860529986053, 'intersection_count': 530, 'streets_per_node_avg': 2.598326359832636, 'streets_per_node_counts': {0: 0, 1: 187, 2: 0, 3: 448, 4: 79, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2608089260808926, 2: 0.0, 3: 0.6248256624825662, 4: 0.1101813110181311, 5: 0.002789400278940028, 6: 0.001394700139470014}, 'edge_length_total': 146883.54799999992, 'edge_length_avg': 81.96626562499996, 'street_length_total': 74324.12499999991, 'street_length_avg': 81.58520856201966, 'street_segments_count': 911, 'node_density_km': 102.21766759559002, 'intersection_density_km': 75.55838748349052, 'edge_density_km': 20940.158556101647, 'street_density_km': 10595.8698794743, 'circuity_avg': 1.050582490786237, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050582490786237\n", - "7458\n", - "8011081.826609255\n", - "{'n': 318, 'm': 826, 'k_avg': 5.19496855345912, 'intersection_count': 237, 'streets_per_node_avg': 2.657232704402516, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 185, 4: 51, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25471698113207547, 2: 0.0, 3: 0.5817610062893082, 4: 0.16037735849056603, 5: 0.0031446540880503146}, 'edge_length_total': 100382.64599999988, 'edge_length_avg': 121.52862711864393, 'street_length_total': 50272.477999999996, 'street_length_avg': 121.43110628019322, 'street_segments_count': 414, 'node_density_km': 39.69501334310995, 'intersection_density_km': 29.584019378355528, 'edge_density_km': 12530.473183605905, 'street_density_km': 6275.366933966042, 'circuity_avg': 1.0684366780484773, 'self_loop_proportion': 0.002421307506053269, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0684366780484773\n", - "7459\n", - "10018186.416005725\n", - "{'n': 578, 'm': 1494, 'k_avg': 5.16955017301038, 'intersection_count': 464, 'streets_per_node_avg': 2.6920415224913494, 'streets_per_node_counts': {0: 0, 1: 114, 2: 0, 3: 415, 4: 48, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1972318339100346, 2: 0.0, 3: 0.7179930795847751, 4: 0.08304498269896193, 5: 0.0017301038062283738}, 'edge_length_total': 167535.3029999999, 'edge_length_avg': 112.13875702811238, 'street_length_total': 84005.87199999997, 'street_length_avg': 111.26605562913903, 'street_segments_count': 755, 'node_density_km': 57.69507333947674, 'intersection_density_km': 46.315768217157796, 'edge_density_km': 16723.11694383469, 'street_density_km': 8385.337276793589, 'circuity_avg': 1.0641950235861648, 'self_loop_proportion': 0.004016064257028112, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641950235861648\n", - "7460\n", - "9020534.364394758\n", - "{'n': 325, 'm': 955, 'k_avg': 5.876923076923077, 'intersection_count': 287, 'streets_per_node_avg': 3.0646153846153847, 'streets_per_node_counts': {0: 0, 1: 38, 2: 1, 3: 189, 4: 96, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11692307692307692, 2: 0.003076923076923077, 3: 0.5815384615384616, 4: 0.2953846153846154, 5: 0.003076923076923077}, 'edge_length_total': 123595.461, 'edge_length_avg': 129.41933089005235, 'street_length_total': 62153.30300000002, 'street_length_avg': 128.1511402061856, 'street_segments_count': 485, 'node_density_km': 36.028907697843046, 'intersection_density_km': 31.816296951633703, 'edge_density_km': 13701.567557665721, 'street_density_km': 6890.201898163298, 'circuity_avg': 1.066638340838079, 'self_loop_proportion': 0.008376963350785341, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066638340838079\n", - "7461\n", - "7009047.849431426\n", - "{'n': 227, 'm': 656, 'k_avg': 5.779735682819383, 'intersection_count': 194, 'streets_per_node_avg': 3.0308370044052864, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 122, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14537444933920704, 2: 0.0, 3: 0.5374449339207048, 4: 0.31277533039647576, 5: 0.004405286343612335}, 'edge_length_total': 104142.2979999999, 'edge_length_avg': 158.75350304878032, 'street_length_total': 52071.14899999999, 'street_length_avg': 158.75350304878046, 'street_segments_count': 328, 'node_density_km': 32.386709989205485, 'intersection_density_km': 27.67850985861614, 'edge_density_km': 14858.26609222648, 'street_density_km': 7429.133046113247, 'circuity_avg': 1.0193287060517617, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0193287060517617\n", - "7462\n", - "19034854.59538945\n", - "{'n': 1068, 'm': 2910, 'k_avg': 5.449438202247191, 'intersection_count': 883, 'streets_per_node_avg': 2.853932584269663, 'streets_per_node_counts': {0: 0, 1: 185, 2: 0, 3: 674, 4: 204, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17322097378277154, 2: 0.0, 3: 0.6310861423220974, 4: 0.19101123595505617, 5: 0.0046816479400749065}, 'edge_length_total': 291579.48499999905, 'edge_length_avg': 100.19913573883129, 'street_length_total': 149698.5779999999, 'street_length_avg': 99.53362898936163, 'street_segments_count': 1504, 'node_density_km': 56.10759959567471, 'intersection_density_km': 46.388586557098094, 'edge_density_km': 15318.188197278077, 'street_density_km': 7864.445575342577, 'circuity_avg': 1.0680470324212212, 'self_loop_proportion': 0.002061855670103093, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0680470324212212\n", - "7463\n", - "43072160.51020219\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1981, 'm': 5533, 'k_avg': 5.586067642604745, 'intersection_count': 1621, 'streets_per_node_avg': 2.8425037859666835, 'streets_per_node_counts': {0: 0, 1: 360, 2: 0, 3: 1219, 4: 397, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18172640080767288, 2: 0.0, 3: 0.6153457849570924, 4: 0.20040383644623927, 5: 0.0020191822311963654, 6: 0.0005047955577990914}, 'edge_length_total': 667636.3979999968, 'edge_length_avg': 120.66444930417437, 'street_length_total': 335445.1040000001, 'street_length_avg': 120.10207805227358, 'street_segments_count': 2793, 'node_density_km': 45.99258492108319, 'intersection_density_km': 37.63451799953349, 'edge_density_km': 15500.415815962113, 'street_density_km': 7787.979521494996, 'circuity_avg': 1.0681520717490582, 'self_loop_proportion': 0.0057834809325863, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0681520717490582\n", - "7464\n", - "7015509.103690272\n", - "{'n': 210, 'm': 580, 'k_avg': 5.523809523809524, 'intersection_count': 181, 'streets_per_node_avg': 2.880952380952381, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 148, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1380952380952381, 2: 0.0, 3: 0.7047619047619048, 4: 0.15714285714285714}, 'edge_length_total': 94315.73600000009, 'edge_length_avg': 162.61333793103464, 'street_length_total': 47157.867999999995, 'street_length_avg': 162.61333793103447, 'street_segments_count': 290, 'node_density_km': 29.933679351871497, 'intersection_density_km': 25.79998077470829, 'edge_density_km': 13443.890472665551, 'street_density_km': 6721.945236332768, 'circuity_avg': 1.0434219456557885, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0434219456557885\n", - "7465\n", - "11022209.661867512\n", - "{'n': 530, 'm': 1456, 'k_avg': 5.494339622641509, 'intersection_count': 432, 'streets_per_node_avg': 2.8150943396226413, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 335, 4: 96, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18490566037735848, 2: 0.0, 3: 0.6320754716981132, 4: 0.1811320754716981, 5: 0.0018867924528301887}, 'edge_length_total': 177053.5900000001, 'edge_length_avg': 121.60274038461546, 'street_length_total': 88526.79499999991, 'street_length_avg': 121.60274038461526, 'street_segments_count': 728, 'node_density_km': 48.084732214230186, 'intersection_density_km': 39.19359305008951, 'edge_density_km': 16063.348042864358, 'street_density_km': 8031.674021432165, 'circuity_avg': 1.041580320583835, 'self_loop_proportion': 0.0013736263736263737, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041580320583835\n", - "7466\n", - "21035458.119577765\n", - "{'n': 1120, 'm': 3089, 'k_avg': 5.516071428571428, 'intersection_count': 933, 'streets_per_node_avg': 2.8321428571428573, 'streets_per_node_counts': {0: 0, 1: 187, 2: 0, 3: 752, 4: 178, 5: 1, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1669642857142857, 2: 0.0, 3: 0.6714285714285714, 4: 0.15892857142857142, 5: 0.0008928571428571428, 6: 0.0017857142857142857}, 'edge_length_total': 332236.2680000004, 'edge_length_avg': 107.55463515700886, 'street_length_total': 166431.3790000001, 'street_length_avg': 107.51381072351428, 'street_segments_count': 1548, 'node_density_km': 53.24343276163844, 'intersection_density_km': 44.35368104161488, 'edge_density_km': 15794.106603781882, 'street_density_km': 7911.944586797561, 'circuity_avg': 1.0766632788214017, 'self_loop_proportion': 0.006474587245063127, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0766632788214017\n", - "7467\n", - "21028359.73238525\n", - "{'n': 1192, 'm': 3406, 'k_avg': 5.714765100671141, 'intersection_count': 1019, 'streets_per_node_avg': 2.9337248322147653, 'streets_per_node_counts': {0: 0, 1: 173, 2: 0, 3: 754, 4: 263, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14513422818791946, 2: 0.0, 3: 0.6325503355704698, 4: 0.22063758389261745, 5: 0.0016778523489932886}, 'edge_length_total': 374154.9099999995, 'edge_length_avg': 109.85170581327056, 'street_length_total': 188296.40399999998, 'street_length_avg': 108.65343566070398, 'street_segments_count': 1733, 'node_density_km': 56.6853532643457, 'intersection_density_km': 48.45836826876533, 'edge_density_km': 17792.871853137116, 'street_density_km': 8954.40283485399, 'circuity_avg': 1.035513918083004, 'self_loop_proportion': 0.0011743981209630064, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.035513918083004\n", - "7468\n", - "41083318.350669116\n", - "{'n': 2875, 'm': 8009, 'k_avg': 5.571478260869565, 'intersection_count': 2393, 'streets_per_node_avg': 2.869913043478261, 'streets_per_node_counts': {0: 0, 1: 482, 2: 2, 3: 1810, 4: 570, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1676521739130435, 2: 0.0006956521739130435, 3: 0.6295652173913043, 4: 0.19826086956521738, 5: 0.0038260869565217392}, 'edge_length_total': 809482.3369999994, 'edge_length_avg': 101.07158659008607, 'street_length_total': 410313.8929999991, 'street_length_avg': 100.51785717785377, 'street_segments_count': 4082, 'node_density_km': 69.97974154522441, 'intersection_density_km': 58.24748574529461, 'edge_density_km': 19703.431209977112, 'street_density_km': 9987.360064192973, 'circuity_avg': 1.0810153367285622, 'self_loop_proportion': 0.0037457859907603945, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0810153367285622\n", - "7469\n", - "10016751.683185669\n", - "{'n': 447, 'm': 1165, 'k_avg': 5.212527964205816, 'intersection_count': 347, 'streets_per_node_avg': 2.6912751677852347, 'streets_per_node_counts': {0: 0, 1: 100, 2: 0, 3: 285, 4: 62}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22371364653243847, 2: 0.0, 3: 0.6375838926174496, 4: 0.13870246085011187}, 'edge_length_total': 124667.56600000005, 'edge_length_avg': 107.01078626609447, 'street_length_total': 62674.23799999998, 'street_length_avg': 106.77042248722314, 'street_segments_count': 587, 'node_density_km': 44.62524520302761, 'intersection_density_km': 34.64196887125409, 'edge_density_km': 12445.907609876129, 'street_density_km': 6256.9423683734, 'circuity_avg': 1.0557323128626828, 'self_loop_proportion': 0.0034334763948497852, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0557323128626828\n", - "7470\n", - "5011438.262372774\n", - "{'n': 304, 'm': 786, 'k_avg': 5.171052631578948, 'intersection_count': 241, 'streets_per_node_avg': 2.674342105263158, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 214, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20723684210526316, 2: 0.0, 3: 0.7039473684210527, 4: 0.08881578947368421}, 'edge_length_total': 85138.51399999985, 'edge_length_avg': 108.31872010178098, 'street_length_total': 42569.25700000005, 'street_length_avg': 108.3187201017813, 'street_segments_count': 393, 'node_density_km': 60.661228191218825, 'intersection_density_km': 48.089986822643866, 'edge_density_km': 16988.838242155492, 'street_density_km': 8494.41912107777, 'circuity_avg': 1.058874802171578, 'self_loop_proportion': 0.002544529262086514, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058874802171578\n", - "7471\n", - "8010983.058808313\n", - "{'n': 696, 'm': 1907, 'k_avg': 5.4798850574712645, 'intersection_count': 576, 'streets_per_node_avg': 2.800287356321839, 'streets_per_node_counts': {0: 0, 1: 120, 2: 0, 3: 477, 4: 97, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1724137931034483, 2: 0.0, 3: 0.6853448275862069, 4: 0.13936781609195403, 5: 0.0028735632183908046}, 'edge_length_total': 165524.811, 'edge_length_avg': 86.7985374934452, 'street_length_total': 82806.00499999995, 'street_length_avg': 86.79874737945487, 'street_segments_count': 954, 'node_density_km': 86.88072298876321, 'intersection_density_km': 71.9012879907006, 'edge_density_km': 20662.23455784251, 'street_density_km': 10336.55974455623, 'circuity_avg': 1.0619562933092594, 'self_loop_proportion': 0.002097535395909806, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0619562933092594\n", - "7472\n", - "177367937.03722253\n", - "{'n': 44977, 'm': 120706, 'k_avg': 5.3674544767325525, 'intersection_count': 35121, 'streets_per_node_avg': 2.727327300620317, 'streets_per_node_counts': {0: 0, 1: 9856, 2: 10, 3: 27819, 4: 7137, 5: 145, 6: 9, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2191342241590146, 2: 0.00022233586055094825, 3: 0.618516130466683, 4: 0.15868110367521177, 5: 0.0032238699779887497, 6: 0.00020010227449585345, 7: 2.2233586055094826e-05}, 'edge_length_total': 6066510.907000083, 'edge_length_avg': 50.25856964028369, 'street_length_total': 3086453.1469999775, 'street_length_avg': 50.47182671049152, 'street_segments_count': 61152, 'node_density_km': 253.5802172100649, 'intersection_density_km': 198.0121130496629, 'edge_density_km': 34202.97382004822, 'street_density_km': 17401.415377302677, 'circuity_avg': 1.0719971672732962, 'self_loop_proportion': 0.0027836230179112886, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0719971672732962\n", - "7473\n", - "21036167.177838918\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 625, 'm': 1727, 'k_avg': 5.5264, 'intersection_count': 546, 'streets_per_node_avg': 2.904, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 448, 4: 98}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1264, 2: 0.0, 3: 0.7168, 4: 0.1568}, 'edge_length_total': 280432.7980000003, 'edge_length_avg': 162.38146960046342, 'street_length_total': 141795.29000000004, 'street_length_avg': 160.5835673839185, 'street_segments_count': 883, 'node_density_km': 29.71073554969757, 'intersection_density_km': 25.955298576215796, 'edge_density_km': 13330.983521343627, 'street_density_km': 6740.547781412284, 'circuity_avg': 1.0488566727314077, 'self_loop_proportion': 0.004632310364794441, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0488566727314077\n", - "7474\n", - "56085541.53245485\n", - "{'n': 4936, 'm': 14153, 'k_avg': 5.734602917341977, 'intersection_count': 4195, 'streets_per_node_avg': 2.9203808752025933, 'streets_per_node_counts': {0: 0, 1: 741, 2: 1, 3: 3138, 4: 1026, 5: 26, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15012155591572124, 2: 0.0002025931928687196, 3: 0.6357374392220422, 4: 0.20786061588330632, 5: 0.00526742301458671, 6: 0.0008103727714748784}, 'edge_length_total': 1209771.163999995, 'edge_length_avg': 85.47807277608952, 'street_length_total': 611461.5520000018, 'street_length_avg': 85.17363866833846, 'street_segments_count': 7179, 'node_density_km': 88.0084218700768, 'intersection_density_km': 74.79646064525369, 'edge_density_km': 21570.10757041439, 'street_density_km': 10902.302719965166, 'circuity_avg': 1.0635480821042018, 'self_loop_proportion': 0.00466332226383099, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0635480821042018\n", - "7475\n", - "7014331.103142608\n", - "{'n': 350, 'm': 886, 'k_avg': 5.062857142857143, 'intersection_count': 267, 'streets_per_node_avg': 2.605714285714286, 'streets_per_node_counts': {0: 0, 1: 83, 2: 0, 3: 239, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23714285714285716, 2: 0.0, 3: 0.6828571428571428, 4: 0.08}, 'edge_length_total': 108573.26199999994, 'edge_length_avg': 122.54318510158008, 'street_length_total': 54382.89899999997, 'street_length_avg': 122.20876179775274, 'street_segments_count': 445, 'node_density_km': 49.897844121329065, 'intersection_density_km': 38.06492680112817, 'edge_density_km': 15478.77629434348, 'street_density_km': 7753.112620479946, 'circuity_avg': 1.0663969883074844, 'self_loop_proportion': 0.002257336343115124, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0663969883074844\n", - "7476\n", - "10018897.302515466\n", - "{'n': 297, 'm': 781, 'k_avg': 5.2592592592592595, 'intersection_count': 249, 'streets_per_node_avg': 2.855218855218855, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 196, 4: 53}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16161616161616163, 2: 0.0, 3: 0.6599326599326599, 4: 0.17845117845117844}, 'edge_length_total': 103110.33099999998, 'edge_length_avg': 132.023471190781, 'street_length_total': 52183.47899999993, 'street_length_avg': 131.11426884422093, 'street_segments_count': 398, 'node_density_km': 29.64398087256884, 'intersection_density_km': 24.85303446892135, 'edge_density_km': 10291.584780903167, 'street_density_km': 5208.505230101331, 'circuity_avg': 1.0782555997332692, 'self_loop_proportion': 0.002560819462227913, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0782555997332692\n", - "7477\n", - "12024599.06242075\n", - "{'n': 684, 'm': 1657, 'k_avg': 4.845029239766082, 'intersection_count': 497, 'streets_per_node_avg': 2.5701754385964914, 'streets_per_node_counts': {0: 0, 1: 187, 2: 0, 3: 419, 4: 76, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2733918128654971, 2: 0.0, 3: 0.6125730994152047, 4: 0.1111111111111111, 5: 0.0029239766081871343}, 'edge_length_total': 174897.89699999924, 'edge_length_avg': 105.55093361496635, 'street_length_total': 88816.53900000002, 'street_length_avg': 104.36726086956524, 'street_segments_count': 851, 'node_density_km': 56.88339348774092, 'intersection_density_km': 41.33193942018602, 'edge_density_km': 14545.008618756343, 'street_density_km': 7386.237041164164, 'circuity_avg': 1.0648448987837305, 'self_loop_proportion': 0.0024140012070006035, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0648448987837305\n", - "7478\n", - "8013994.202635842\n", - "{'n': 487, 'm': 1346, 'k_avg': 5.5277207392197125, 'intersection_count': 391, 'streets_per_node_avg': 2.802874743326489, 'streets_per_node_counts': {0: 0, 1: 96, 2: 0, 3: 296, 4: 94, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1971252566735113, 2: 0.0, 3: 0.6078028747433265, 4: 0.19301848049281314, 5: 0.002053388090349076}, 'edge_length_total': 148093.36999999994, 'edge_length_avg': 110.02479197622581, 'street_length_total': 74046.68499999992, 'street_length_avg': 110.02479197622574, 'street_segments_count': 673, 'node_density_km': 60.76869881435942, 'intersection_density_km': 48.78965346286352, 'edge_density_km': 18479.345786311063, 'street_density_km': 9239.672893155526, 'circuity_avg': 1.0641916974735193, 'self_loop_proportion': 0.004457652303120356, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641916974735193\n", - "7479\n", - "32059724.32833284\n", - "{'n': 2443, 'm': 6592, 'k_avg': 5.396643471142038, 'intersection_count': 1961, 'streets_per_node_avg': 2.7851002865329515, 'streets_per_node_counts': {0: 0, 1: 482, 2: 0, 3: 1526, 4: 431, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19729840360212852, 2: 0.0, 3: 0.6246418338108882, 4: 0.1764224314367581, 5: 0.001637331150225133}, 'edge_length_total': 586870.8449999994, 'edge_length_avg': 89.02773740898049, 'street_length_total': 294513.9949999998, 'street_length_avg': 88.8428340874811, 'street_segments_count': 3315, 'node_density_km': 76.20152859021917, 'intersection_density_km': 61.16708864732697, 'edge_density_km': 18305.548699972795, 'street_density_km': 9186.416950557574, 'circuity_avg': 1.0651581978840163, 'self_loop_proportion': 0.00212378640776699, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0651581978840163\n", - "7480\n", - "78154046.63499363\n", - "{'n': 10237, 'm': 28695, 'k_avg': 5.60613460974895, 'intersection_count': 8588, 'streets_per_node_avg': 2.904464198495653, 'streets_per_node_counts': {0: 0, 1: 1649, 2: 3, 3: 6312, 4: 2226, 5: 44, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16108234834424148, 2: 0.00029305460584155515, 3: 0.616586890690632, 4: 0.21744651753443392, 5: 0.004298134219009476, 6: 0.00029305460584155515}, 'edge_length_total': 2103654.7039999953, 'edge_length_avg': 73.31084523436122, 'street_length_total': 1104701.4740000006, 'street_length_avg': 74.69750990601126, 'street_segments_count': 14789, 'node_density_km': 130.9849002164958, 'intersection_density_km': 109.88554489198651, 'edge_density_km': 26916.772637823717, 'street_density_km': 14134.923546049224, 'circuity_avg': 1.0716699923737694, 'self_loop_proportion': 0.002997037811465412, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0716699923737694\n", - "7481\n", - "1002136.8677285855\n", - "{'n': 11, 'm': 24, 'k_avg': 4.363636363636363, 'intersection_count': 11, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 5560.521999999999, 'edge_length_avg': 231.68841666666663, 'street_length_total': 2780.2610000000004, 'street_length_avg': 231.6884166666667, 'street_segments_count': 12, 'node_density_km': 10.9765445761239, 'intersection_density_km': 10.9765445761239, 'edge_density_km': 5548.665236319783, 'street_density_km': 2774.3326181598923, 'circuity_avg': 1.180098490440963, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.180098490440963\n", - "7482\n", - "9017643.574890394\n", - "{'n': 388, 'm': 1042, 'k_avg': 5.371134020618556, 'intersection_count': 314, 'streets_per_node_avg': 2.770618556701031, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 257, 4: 55, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19072164948453607, 2: 0.0, 3: 0.6623711340206185, 4: 0.14175257731958762, 5: 0.005154639175257732}, 'edge_length_total': 132939.47999999975, 'edge_length_avg': 127.58107485604583, 'street_length_total': 66469.74, 'street_length_avg': 127.58107485604607, 'street_segments_count': 521, 'node_density_km': 43.02676156777642, 'intersection_density_km': 34.82062662959226, 'edge_density_km': 14742.152858000441, 'street_density_km': 7371.076429000235, 'circuity_avg': 1.0668358037714674, 'self_loop_proportion': 0.007677543186180422, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0668358037714674\n", - "7483\n", - "1002139.2352127236\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 61, 'm': 140, 'k_avg': 4.590163934426229, 'intersection_count': 45, 'streets_per_node_avg': 2.639344262295082, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 35, 4: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26229508196721313, 2: 0.0, 3: 0.5737704918032787, 4: 0.16393442622950818}, 'edge_length_total': 16171.555999999991, 'edge_length_avg': 115.51111428571423, 'street_length_total': 8085.778, 'street_length_avg': 115.51111428571429, 'street_segments_count': 70, 'node_density_km': 60.869785212083386, 'intersection_density_km': 44.90393991055332, 'edge_density_km': 16137.03508631439, 'street_density_km': 8068.5175431572, 'circuity_avg': 1.2952170767005777, 'self_loop_proportion': 0.014285714285714285, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.2952170767005777\n", - "7484\n", - "11015696.316479594\n", - "{'n': 335, 'm': 938, 'k_avg': 5.6, 'intersection_count': 290, 'streets_per_node_avg': 2.9223880597014924, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 226, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13432835820895522, 2: 0.0, 3: 0.6746268656716418, 4: 0.191044776119403}, 'edge_length_total': 147143.18400000004, 'edge_length_avg': 156.86906609808108, 'street_length_total': 73571.592, 'street_length_avg': 156.86906609808102, 'street_segments_count': 469, 'node_density_km': 30.411150632287914, 'intersection_density_km': 26.326070696607445, 'edge_density_km': 13357.592636234202, 'street_density_km': 6678.7963181171, 'circuity_avg': 1.0406751416359528, 'self_loop_proportion': 0.0042643923240938165, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0406751416359528\n", - "7485\n", - "21045661.460867517\n", - "{'n': 6981, 'm': 20650, 'k_avg': 5.916057871365134, 'intersection_count': 6148, 'streets_per_node_avg': 3.0335195530726256, 'streets_per_node_counts': {0: 0, 1: 833, 2: 1, 3: 4290, 4: 1817, 5: 36, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11932387910041542, 2: 0.00014324595330181923, 3: 0.6145251396648045, 4: 0.2602778971494055, 5: 0.005156854318865492, 6: 0.0005729838132072769}, 'edge_length_total': 995802.71200001, 'edge_length_avg': 48.222891622276514, 'street_length_total': 503485.52000000014, 'street_length_avg': 48.11137314859055, 'street_segments_count': 10465, 'node_density_km': 331.70732186206317, 'intersection_density_km': 292.12671749147177, 'edge_density_km': 47316.294327532254, 'street_density_km': 23923.48280125029, 'circuity_avg': 1.0494923197059762, 'self_loop_proportion': 0.0016464891041162227, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0494923197059762\n", - "7486\n", - "9012973.664182115\n", - "{'n': 230, 'm': 581, 'k_avg': 5.052173913043478, 'intersection_count': 173, 'streets_per_node_avg': 2.5869565217391304, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 154, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24782608695652175, 2: 0.0, 3: 0.6695652173913044, 4: 0.08260869565217391}, 'edge_length_total': 75162.81300000005, 'edge_length_avg': 129.36800860585208, 'street_length_total': 37693.396, 'street_length_avg': 129.5305704467354, 'street_segments_count': 291, 'node_density_km': 25.518769783387732, 'intersection_density_km': 19.194552924026425, 'edge_density_km': 8339.4022661688, 'street_density_km': 4182.126499469861, 'circuity_avg': 1.0771521766915813, 'self_loop_proportion': 0.0034423407917383822, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0771521766915813\n", - "7487\n", - "16036796.476508401\n", - "{'n': 684, 'm': 1804, 'k_avg': 5.2748538011695905, 'intersection_count': 535, 'streets_per_node_avg': 2.7090643274853803, 'streets_per_node_counts': {0: 0, 1: 149, 2: 0, 3: 436, 4: 99}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21783625730994152, 2: 0.0, 3: 0.6374269005847953, 4: 0.14473684210526316}, 'edge_length_total': 190740.09500000032, 'edge_length_avg': 105.73175997782722, 'street_length_total': 97043.11900000002, 'street_length_avg': 106.0580535519126, 'street_segments_count': 915, 'node_density_km': 42.65190999972854, 'intersection_density_km': 33.3607775582672, 'edge_density_km': 11893.902580818252, 'street_density_km': 6051.278329942906, 'circuity_avg': 1.0596839493786958, 'self_loop_proportion': 0.0033259423503325942, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0596839493786958\n", - "7488\n", - "7010043.689197243\n", - "{'n': 232, 'm': 602, 'k_avg': 5.189655172413793, 'intersection_count': 176, 'streets_per_node_avg': 2.689655172413793, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 136, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2413793103448276, 2: 0.0, 3: 0.5862068965517241, 4: 0.1724137931034483}, 'edge_length_total': 92921.9339999999, 'edge_length_avg': 154.3553720930231, 'street_length_total': 46460.96700000002, 'street_length_avg': 154.3553720930233, 'street_segments_count': 301, 'node_density_km': 33.09537148213801, 'intersection_density_km': 25.106833538173667, 'edge_density_km': 13255.542778313396, 'street_density_km': 6627.771389156707, 'circuity_avg': 1.0359173852039103, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0359173852039103\n", - "7489\n", - "19040300.764904883\n", - "{'n': 1517, 'm': 4201, 'k_avg': 5.5385629531971, 'intersection_count': 1253, 'streets_per_node_avg': 2.8444297956493076, 'streets_per_node_counts': {0: 0, 1: 264, 2: 1, 3: 964, 4: 283, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17402768622280818, 2: 0.0006591957811470006, 3: 0.6354647330257086, 4: 0.1865524060646012, 5: 0.0032959789057350032}, 'edge_length_total': 312208.92899999884, 'edge_length_avg': 74.31776457986166, 'street_length_total': 158405.53000000006, 'street_length_avg': 74.05588125292195, 'street_segments_count': 2139, 'node_density_km': 79.67311119350265, 'intersection_density_km': 65.80778399832487, 'edge_density_km': 16397.268764549295, 'street_density_km': 8319.48675369527, 'circuity_avg': 1.0707672323861244, 'self_loop_proportion': 0.0028564627469650082, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0707672323861244\n", - "7490\n", - "6009284.180978652\n", - "{'n': 89, 'm': 228, 'k_avg': 5.123595505617978, 'intersection_count': 73, 'streets_per_node_avg': 2.696629213483146, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 68, 4: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1797752808988764, 2: 0.0, 3: 0.7640449438202247, 4: 0.056179775280898875}, 'edge_length_total': 50958.626000000004, 'edge_length_avg': 223.5027456140351, 'street_length_total': 25479.313, 'street_length_avg': 223.50274561403506, 'street_segments_count': 114, 'node_density_km': 14.810416235882817, 'intersection_density_km': 12.147869496847704, 'edge_density_km': 8479.982717625622, 'street_density_km': 4239.99135881281, 'circuity_avg': 1.05421968001216, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05421968001216\n", - "7491\n", - "14034463.750583177\n", - "{'n': 1117, 'm': 3048, 'k_avg': 5.457475380483438, 'intersection_count': 924, 'streets_per_node_avg': 2.8343777976723366, 'streets_per_node_counts': {0: 0, 1: 193, 2: 0, 3: 727, 4: 193, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1727842435094002, 2: 0.0, 3: 0.6508504923903312, 4: 0.1727842435094002, 5: 0.0035810205908683975}, 'edge_length_total': 273826.09399999963, 'edge_length_avg': 89.83795734908125, 'street_length_total': 139947.33199999994, 'street_length_avg': 89.25212499999996, 'street_segments_count': 1568, 'node_density_km': 79.58978838458185, 'intersection_density_km': 65.83792700747864, 'edge_density_km': 19510.976612029175, 'street_density_km': 9971.69072414218, 'circuity_avg': 1.0784964993097534, 'self_loop_proportion': 0.001968503937007874, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0784964993097534\n", - "7492\n", - "7016556.466893017\n", - "{'n': 254, 'm': 674, 'k_avg': 5.307086614173229, 'intersection_count': 212, 'streets_per_node_avg': 2.7559055118110236, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 190, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16535433070866143, 2: 0.0, 3: 0.7480314960629921, 4: 0.08661417322834646}, 'edge_length_total': 81465.04100000003, 'edge_length_avg': 120.86801335311577, 'street_length_total': 40891.95500000003, 'street_length_avg': 120.62523598820069, 'street_segments_count': 339, 'node_density_km': 36.20009347868515, 'intersection_density_km': 30.214251249926185, 'edge_density_km': 11610.401966318579, 'street_density_km': 5827.923596559794, 'circuity_avg': 1.0542903314398528, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0542903314398528\n", - "7493\n", - "8018242.678681269\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 223, 'm': 568, 'k_avg': 5.0941704035874436, 'intersection_count': 171, 'streets_per_node_avg': 2.6502242152466366, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 145, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23318385650224216, 2: 0.0, 3: 0.6502242152466368, 4: 0.11659192825112108}, 'edge_length_total': 94539.748, 'edge_length_avg': 166.44321830985916, 'street_length_total': 47269.87400000004, 'street_length_avg': 166.4432183098593, 'street_segments_count': 284, 'node_density_km': 27.811580284656085, 'intersection_density_km': 21.326368738458253, 'edge_density_km': 11790.58202508141, 'street_density_km': 5895.29101254071, 'circuity_avg': 1.0448173361637911, 'self_loop_proportion': 0.007042253521126761, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0448173361637911\n", - "7494\n", - "9010284.968706954\n", - "{'n': 128, 'm': 315, 'k_avg': 4.921875, 'intersection_count': 94, 'streets_per_node_avg': 2.59375, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 78, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.265625, 2: 0.0, 3: 0.609375, 4: 0.125}, 'edge_length_total': 65879.18600000002, 'edge_length_avg': 209.14027301587308, 'street_length_total': 32976.253000000004, 'street_length_avg': 207.39781761006293, 'street_segments_count': 159, 'node_density_km': 14.20598798423675, 'intersection_density_km': 10.432522425923862, 'edge_density_km': 7311.554099432016, 'street_density_km': 3659.845733462118, 'circuity_avg': 1.066773672856028, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066773672856028\n", - "7495\n", - "7016619.719418466\n", - "{'n': 335, 'm': 892, 'k_avg': 5.325373134328358, 'intersection_count': 279, 'streets_per_node_avg': 2.8686567164179104, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 212, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16716417910447762, 2: 0.0, 3: 0.6328358208955224, 4: 0.19701492537313434, 5: 0.0029850746268656717}, 'edge_length_total': 117438.02400000015, 'edge_length_avg': 131.6569775784755, 'street_length_total': 59086.86800000001, 'street_length_avg': 130.72315929203543, 'street_segments_count': 452, 'node_density_km': 47.74378737854196, 'intersection_density_km': 39.762736354069276, 'edge_density_km': 16737.122531379446, 'street_density_km': 8420.987649719329, 'circuity_avg': 1.0401519169012243, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0401519169012243\n", - "7496\n", - "9014796.36919178\n", - "{'n': 430, 'm': 1232, 'k_avg': 5.730232558139535, 'intersection_count': 373, 'streets_per_node_avg': 2.9395348837209303, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 287, 4: 84, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1325581395348837, 2: 0.0, 3: 0.6674418604651163, 4: 0.19534883720930232, 5: 0.004651162790697674}, 'edge_length_total': 139271.83500000008, 'edge_length_avg': 113.04532061688317, 'street_length_total': 69746.36999999998, 'street_length_avg': 113.04111831442461, 'street_segments_count': 617, 'node_density_km': 47.69935807641006, 'intersection_density_km': 41.37641991279291, 'edge_density_km': 15449.24913400861, 'street_density_km': 7736.876923627403, 'circuity_avg': 1.060152000505169, 'self_loop_proportion': 0.006493506493506494, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060152000505169\n", - "7497\n", - "17037645.84653298\n", - "{'n': 1136, 'm': 2838, 'k_avg': 4.996478873239437, 'intersection_count': 831, 'streets_per_node_avg': 2.5545774647887325, 'streets_per_node_counts': {0: 0, 1: 305, 2: 0, 3: 729, 4: 100, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26848591549295775, 2: 0.0, 3: 0.641725352112676, 4: 0.0880281690140845, 5: 0.0017605633802816902}, 'edge_length_total': 310068.216, 'edge_length_avg': 109.25589006342496, 'street_length_total': 155034.10799999992, 'street_length_avg': 109.25589006342489, 'street_segments_count': 1419, 'node_density_km': 66.67587824236682, 'intersection_density_km': 48.774344031167985, 'edge_density_km': 18199.00582468653, 'street_density_km': 9099.50291234326, 'circuity_avg': 1.0671104047182247, 'self_loop_proportion': 0.0035236081747709656, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0671104047182247\n", - "7498\n", - "9009301.095728232\n", - "{'n': 259, 'm': 671, 'k_avg': 5.181467181467181, 'intersection_count': 203, 'streets_per_node_avg': 2.687258687258687, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 174, 4: 27, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21621621621621623, 2: 0.0, 3: 0.6718146718146718, 4: 0.10424710424710425, 5: 0.007722007722007722}, 'edge_length_total': 107253.63199999988, 'edge_length_avg': 159.84147839046182, 'street_length_total': 53698.08099999996, 'street_length_avg': 159.81571726190464, 'street_segments_count': 336, 'node_density_km': 28.74806794089778, 'intersection_density_km': 22.53226946719015, 'edge_density_km': 11904.767180092836, 'street_density_km': 5960.29374858622, 'circuity_avg': 1.0807193453451345, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0807193453451345\n", - "7499\n", - "6014708.710232541\n", - "{'n': 261, 'm': 655, 'k_avg': 5.019157088122605, 'intersection_count': 198, 'streets_per_node_avg': 2.624521072796935, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 170, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2413793103448276, 2: 0.0, 3: 0.6513409961685823, 4: 0.10727969348659004}, 'edge_length_total': 67354.94099999995, 'edge_length_avg': 102.83197099236634, 'street_length_total': 33705.052000000025, 'street_length_avg': 102.75930487804885, 'street_segments_count': 328, 'node_density_km': 43.39362262979967, 'intersection_density_km': 32.919299926054926, 'edge_density_km': 11198.37123374107, 'street_density_km': 5603.7712919761525, 'circuity_avg': 1.0434234705631575, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0434234705631575\n", - "7500\n", - "6006118.688600827\n", - "{'n': 336, 'm': 914, 'k_avg': 5.440476190476191, 'intersection_count': 286, 'streets_per_node_avg': 2.8511904761904763, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 236, 4: 50}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1488095238095238, 2: 0.0, 3: 0.7023809523809523, 4: 0.1488095238095238}, 'edge_length_total': 112307.09200000002, 'edge_length_avg': 122.87428008752737, 'street_length_total': 56153.54599999999, 'street_length_avg': 122.87428008752732, 'street_segments_count': 457, 'node_density_km': 55.942950417830296, 'intersection_density_km': 47.618106605653175, 'edge_density_km': 18698.779997996153, 'street_density_km': 9349.389998998073, 'circuity_avg': 1.0388056048020486, 'self_loop_proportion': 0.00437636761487965, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0388056048020486\n", - "7501\n", - "5011892.338750236\n", - "{'n': 181, 'm': 464, 'k_avg': 5.12707182320442, 'intersection_count': 138, 'streets_per_node_avg': 2.723756906077348, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 102, 4: 36}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23756906077348067, 2: 0.0, 3: 0.56353591160221, 4: 0.19889502762430938}, 'edge_length_total': 61585.95599999995, 'edge_length_avg': 132.72835344827575, 'street_length_total': 30792.97799999998, 'street_length_avg': 132.72835344827578, 'street_segments_count': 232, 'node_density_km': 36.114103768863906, 'intersection_density_km': 27.534510055818888, 'edge_density_km': 12287.964672313175, 'street_density_km': 6143.982336156589, 'circuity_avg': 1.0582471098692727, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0582471098692727\n", - "7502\n", - "42049615.30061316\n", - "{'n': 2016, 'm': 5776, 'k_avg': 5.73015873015873, 'intersection_count': 1705, 'streets_per_node_avg': 2.9350198412698414, 'streets_per_node_counts': {0: 0, 1: 311, 2: 0, 3: 1218, 4: 483, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15426587301587302, 2: 0.0, 3: 0.6041666666666666, 4: 0.23958333333333334, 5: 0.001984126984126984}, 'edge_length_total': 741919.3550000006, 'edge_length_avg': 128.4486417936289, 'street_length_total': 372843.36899999983, 'street_length_avg': 127.77360143934196, 'street_segments_count': 2918, 'node_density_km': 47.94336370469966, 'intersection_density_km': 40.547338847476645, 'edge_density_km': 17643.903510079963, 'street_density_km': 8866.748633359392, 'circuity_avg': 1.0447104694126403, 'self_loop_proportion': 0.002077562326869806, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0447104694126403\n", - "7503\n", - "16044805.598850075\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 811, 'm': 2092, 'k_avg': 5.159062885326757, 'intersection_count': 608, 'streets_per_node_avg': 2.6177558569667077, 'streets_per_node_counts': {0: 0, 1: 203, 2: 0, 3: 512, 4: 96}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25030826140567203, 2: 0.0, 3: 0.6313193588162762, 4: 0.11837237977805179}, 'edge_length_total': 217527.46100000053, 'edge_length_avg': 103.98062189292568, 'street_length_total': 108812.56599999989, 'street_length_avg': 103.927952244508, 'street_segments_count': 1047, 'node_density_km': 50.5459536423504, 'intersection_density_km': 37.89388386504197, 'edge_density_km': 13557.500566762283, 'street_density_km': 6781.793978719096, 'circuity_avg': 1.071462480444111, 'self_loop_proportion': 0.0009560229445506692, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071462480444111\n", - "7504\n", - "27030723.3415585\n", - "{'n': 1593, 'm': 4211, 'k_avg': 5.286880100439422, 'intersection_count': 1271, 'streets_per_node_avg': 2.7237915881983676, 'streets_per_node_counts': {0: 0, 1: 322, 2: 0, 3: 1072, 4: 194, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20213433772755807, 2: 0.0, 3: 0.6729441305712492, 4: 0.12178279974890144, 5: 0.003138731952291274}, 'edge_length_total': 459063.2259999991, 'edge_length_avg': 109.01525195915438, 'street_length_total': 231511.7250000001, 'street_length_avg': 108.74200328792865, 'street_segments_count': 2129, 'node_density_km': 58.932940116731366, 'intersection_density_km': 47.020569295898035, 'edge_density_km': 16983.016702857167, 'street_density_km': 8564.762476927926, 'circuity_avg': 1.0786293706477297, 'self_loop_proportion': 0.00379957254808834, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0786293706477297\n", - "7505\n", - "8021832.756907977\n", - "{'n': 171, 'm': 462, 'k_avg': 5.4035087719298245, 'intersection_count': 144, 'streets_per_node_avg': 2.8771929824561404, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 113, 4: 29, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15789473684210525, 2: 0.0, 3: 0.6608187134502924, 4: 0.1695906432748538, 5: 0.011695906432748537}, 'edge_length_total': 83825.07400000007, 'edge_length_avg': 181.43955411255425, 'street_length_total': 41912.537, 'street_length_avg': 181.4395541125541, 'street_segments_count': 231, 'node_density_km': 21.316824369436503, 'intersection_density_km': 17.95100999531495, 'edge_density_km': 10449.61625855567, 'street_density_km': 5224.808129277831, 'circuity_avg': 1.0577776033555193, 'self_loop_proportion': 0.012987012987012988, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0577776033555193\n", - "7506\n", - "7006903.073738812\n", - "{'n': 729, 'm': 1932, 'k_avg': 5.300411522633745, 'intersection_count': 579, 'streets_per_node_avg': 2.7064471879286693, 'streets_per_node_counts': {0: 0, 1: 150, 2: 0, 3: 495, 4: 82, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.205761316872428, 2: 0.0, 3: 0.6790123456790124, 4: 0.11248285322359397, 5: 0.0027434842249657062}, 'edge_length_total': 165320.13400000034, 'edge_length_avg': 85.56942753623206, 'street_length_total': 82888.57600000016, 'street_length_avg': 85.27631275720181, 'street_segments_count': 972, 'node_density_km': 104.04025749010583, 'intersection_density_km': 82.63279710119517, 'edge_density_km': 23593.894800629405, 'street_density_km': 11829.559382754764, 'circuity_avg': 1.0655078073056277, 'self_loop_proportion': 0.003105590062111801, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0655078073056277\n", - "7507\n", - "11025551.109747633\n", - "{'n': 471, 'm': 1276, 'k_avg': 5.418259023354564, 'intersection_count': 383, 'streets_per_node_avg': 2.81104033970276, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 297, 4: 85, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18683651804670912, 2: 0.0, 3: 0.6305732484076433, 4: 0.18046709129511676, 5: 0.0021231422505307855}, 'edge_length_total': 158699.45599999983, 'edge_length_avg': 124.37261442006256, 'street_length_total': 79349.72800000009, 'street_length_avg': 124.37261442006283, 'street_segments_count': 638, 'node_density_km': 42.71895303116334, 'intersection_density_km': 34.73749259221987, 'edge_density_km': 14393.78897438464, 'street_density_km': 7196.894487192337, 'circuity_avg': 1.0475743869104457, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0475743869104457\n", - "7508\n", - "9015783.322616043\n", - "{'n': 335, 'm': 902, 'k_avg': 5.385074626865672, 'intersection_count': 272, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 213, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1880597014925373, 2: 0.0, 3: 0.6358208955223881, 4: 0.1761194029850746}, 'edge_length_total': 106141.48600000016, 'edge_length_avg': 117.67348780487823, 'street_length_total': 53070.74300000002, 'street_length_avg': 117.67348780487809, 'street_segments_count': 451, 'node_density_km': 37.157059793091335, 'intersection_density_km': 30.16931422006222, 'edge_density_km': 11772.852363670369, 'street_density_km': 5886.426181835177, 'circuity_avg': 1.0497517878620877, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0497517878620877\n", - "7509\n", - "23064655.571839884\n", - "{'n': 1182, 'm': 3287, 'k_avg': 5.56175972927242, 'intersection_count': 954, 'streets_per_node_avg': 2.8240270727580374, 'streets_per_node_counts': {0: 0, 1: 228, 2: 0, 3: 714, 4: 232, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19289340101522842, 2: 0.0, 3: 0.6040609137055838, 4: 0.19627749576988154, 5: 0.00676818950930626}, 'edge_length_total': 345712.2440000012, 'edge_length_avg': 105.17561423790728, 'street_length_total': 173117.37299999993, 'street_length_avg': 105.17458869987846, 'street_segments_count': 1646, 'node_density_km': 51.24724261840391, 'intersection_density_km': 41.36198769708742, 'edge_density_km': 14988.831848071839, 'street_density_km': 7505.742821989613, 'circuity_avg': 1.0605687603497205, 'self_loop_proportion': 0.0036507453605111044, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0605687603497205\n", - "7510\n", - "14017944.979558533\n", - "{'n': 705, 'm': 1933, 'k_avg': 5.483687943262411, 'intersection_count': 569, 'streets_per_node_avg': 2.7929078014184396, 'streets_per_node_counts': {0: 0, 1: 136, 2: 0, 3: 445, 4: 123, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19290780141843972, 2: 0.0, 3: 0.6312056737588653, 4: 0.17446808510638298, 5: 0.0, 6: 0.0014184397163120568}, 'edge_length_total': 221575.13100000063, 'edge_length_avg': 114.62758975685496, 'street_length_total': 111236.11399999996, 'street_length_avg': 114.44044650205757, 'street_segments_count': 972, 'node_density_km': 50.29267849374898, 'intersection_density_km': 40.59082845807542, 'edge_density_km': 15806.534504387724, 'street_density_km': 7935.265416022707, 'circuity_avg': 1.0586125711037604, 'self_loop_proportion': 0.0031039834454216243, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0586125711037604\n", - "7511\n", - "7017774.514973732\n", - "{'n': 231, 'm': 582, 'k_avg': 5.038961038961039, 'intersection_count': 170, 'streets_per_node_avg': 2.632034632034632, 'streets_per_node_counts': {0: 0, 1: 61, 2: 2, 3: 129, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26406926406926406, 2: 0.008658008658008658, 3: 0.5584415584415584, 4: 0.16883116883116883}, 'edge_length_total': 94913.34700000007, 'edge_length_avg': 163.08135223367708, 'street_length_total': 47957.695000000036, 'street_length_avg': 163.121411564626, 'street_segments_count': 294, 'node_density_km': 32.9164180905383, 'intersection_density_km': 24.224203789573643, 'edge_density_km': 13524.707412226588, 'street_density_km': 6833.746923283635, 'circuity_avg': 1.0803921650612847, 'self_loop_proportion': 0.006872852233676976, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0803921650612847\n", - "7512\n", - "7008129.226427226\n", - "{'n': 251, 'm': 684, 'k_avg': 5.450199203187251, 'intersection_count': 220, 'streets_per_node_avg': 2.8764940239043826, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 189, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12350597609561753, 2: 0.0, 3: 0.7529880478087649, 4: 0.12350597609561753}, 'edge_length_total': 107239.7140000001, 'edge_length_avg': 156.78320760233933, 'street_length_total': 53619.85699999998, 'street_length_avg': 156.78320760233913, 'street_segments_count': 342, 'node_density_km': 35.815549612512044, 'intersection_density_km': 31.39211519821773, 'edge_density_km': 15302.188435054208, 'street_density_km': 7651.094217527094, 'circuity_avg': 1.0489825222272675, 'self_loop_proportion': 0.0029239766081871343, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0489825222272675\n", - "7513\n", - "24050100.9358185\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1067, 'm': 2955, 'k_avg': 5.5388940955951265, 'intersection_count': 882, 'streets_per_node_avg': 2.8256794751640113, 'streets_per_node_counts': {0: 0, 1: 185, 2: 1, 3: 697, 4: 183, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1733833177132146, 2: 0.0009372071227741331, 3: 0.6532333645735707, 4: 0.17150890346766634, 5: 0.0009372071227741331}, 'edge_length_total': 321459.5820000006, 'edge_length_avg': 108.78496852791898, 'street_length_total': 161922.2290000001, 'street_length_avg': 108.599751173709, 'street_segments_count': 1491, 'node_density_km': 44.36571816673278, 'intersection_density_km': 36.67344275825521, 'edge_density_km': 13366.2466888545, 'street_density_km': 6732.70475795986, 'circuity_avg': 1.0733670648525155, 'self_loop_proportion': 0.0040609137055837565, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0733670648525155\n", - "7514\n", - "10011542.388481816\n", - "{'n': 699, 'm': 2090, 'k_avg': 5.979971387696709, 'intersection_count': 630, 'streets_per_node_avg': 3.071530758226037, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 445, 4: 182, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09871244635193133, 2: 0.0, 3: 0.6366237482117311, 4: 0.2603719599427754, 5: 0.004291845493562232}, 'edge_length_total': 213865.72999999998, 'edge_length_avg': 102.3281004784689, 'street_length_total': 106932.86499999992, 'street_length_avg': 102.32810047846883, 'street_segments_count': 1045, 'node_density_km': 69.81941172263255, 'intersection_density_km': 62.92736678863878, 'edge_density_km': 21361.916246396806, 'street_density_km': 10680.958123198396, 'circuity_avg': 1.04127919375791, 'self_loop_proportion': 0.0028708133971291866, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04127919375791\n", - "7515\n", - "240509292.30425346\n", - "{'n': 24898, 'm': 68066, 'k_avg': 5.467587758052856, 'intersection_count': 20506, 'streets_per_node_avg': 2.844083862157603, 'streets_per_node_counts': {0: 0, 1: 4392, 2: 16, 3: 15696, 4: 4676, 5: 112, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1763997108201462, 2: 0.0006426218973411519, 3: 0.63041208129167, 4: 0.18780624949795163, 5: 0.004498353281388063, 6: 0.00024098321150293196}, 'edge_length_total': 5457731.832000038, 'edge_length_avg': 80.18293761937, 'street_length_total': 2839102.843000014, 'street_length_avg': 80.5876481124046, 'street_segments_count': 35230, 'node_density_km': 103.52198770142768, 'intersection_density_km': 85.26073900736911, 'edge_density_km': 22692.39487468866, 'street_density_km': 11804.545328786882, 'circuity_avg': 1.0745579381377866, 'self_loop_proportion': 0.002762025093291805, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0745579381377866\n", - "7516\n", - "8014637.00153403\n", - "{'n': 289, 'm': 810, 'k_avg': 5.6055363321799305, 'intersection_count': 249, 'streets_per_node_avg': 2.878892733564014, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 204, 4: 45}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1384083044982699, 2: 0.0, 3: 0.7058823529411765, 4: 0.15570934256055363}, 'edge_length_total': 91287.19000000008, 'edge_length_avg': 112.70023456790133, 'street_length_total': 45643.594999999965, 'street_length_avg': 112.70023456790115, 'street_segments_count': 405, 'node_density_km': 36.059025498557745, 'intersection_density_km': 31.068156917442487, 'edge_density_km': 11390.059210732486, 'street_density_km': 5695.029605366234, 'circuity_avg': 1.058031021031272, 'self_loop_proportion': 0.0024691358024691358, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058031021031272\n", - "7517\n", - "41093248.88047763\n", - "{'n': 3382, 'm': 9370, 'k_avg': 5.541099940863394, 'intersection_count': 2798, 'streets_per_node_avg': 2.8237729154346543, 'streets_per_node_counts': {0: 0, 1: 584, 2: 1, 3: 2235, 4: 552, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17267888823181549, 2: 0.00029568302779420464, 3: 0.6608515671200473, 4: 0.16321703134240095, 5: 0.0026611472501478417, 6: 0.00029568302779420464}, 'edge_length_total': 795270.8879999967, 'edge_length_avg': 84.8741609391672, 'street_length_total': 401476.3899999999, 'street_length_avg': 84.84285502958578, 'street_segments_count': 4732, 'node_density_km': 82.30062339039596, 'intersection_density_km': 68.08904324255704, 'edge_density_km': 19352.835554888672, 'street_density_km': 9769.886804708965, 'circuity_avg': 1.0639416898199732, 'self_loop_proportion': 0.0021344717182497333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639416898199732\n", - "7518\n", - "6008230.6319993725\n", - "{'n': 294, 'm': 848, 'k_avg': 5.7687074829931975, 'intersection_count': 266, 'streets_per_node_avg': 3.0272108843537415, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 204, 4: 60, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09523809523809523, 2: 0.0, 3: 0.6938775510204082, 4: 0.20408163265306123, 5: 0.006802721088435374}, 'edge_length_total': 106267.5180000002, 'edge_length_avg': 125.31546933962288, 'street_length_total': 53765.66000000003, 'street_length_avg': 124.74631090487246, 'street_segments_count': 431, 'node_density_km': 48.93287525185513, 'intersection_density_km': 44.27260141834512, 'edge_density_km': 17686.99048169483, 'street_density_km': 8948.667801407004, 'circuity_avg': 1.0336279895810325, 'self_loop_proportion': 0.0023584905660377358, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0336279895810325\n", - "7519\n", - "13030706.78924227\n", - "{'n': 1103, 'm': 3078, 'k_avg': 5.5811423390752495, 'intersection_count': 897, 'streets_per_node_avg': 2.869446962828649, 'streets_per_node_counts': {0: 0, 1: 206, 2: 1, 3: 628, 4: 267, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18676337262012693, 2: 0.0009066183136899365, 3: 0.5693563009972802, 4: 0.24206708975521304, 5: 0.0009066183136899365}, 'edge_length_total': 274057.8640000005, 'edge_length_avg': 89.03764262508139, 'street_length_total': 137770.296, 'street_length_avg': 88.65527413127413, 'street_segments_count': 1554, 'node_density_km': 84.64621434891015, 'intersection_density_km': 68.83740187758151, 'edge_density_km': 21031.696011014064, 'street_density_km': 10572.741619337081, 'circuity_avg': 1.0487297158549442, 'self_loop_proportion': 0.001299545159194282, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0487297158549442\n", - "7520\n", - "8012751.154425436\n", - "{'n': 162, 'm': 367, 'k_avg': 4.530864197530864, 'intersection_count': 117, 'streets_per_node_avg': 2.5123456790123457, 'streets_per_node_counts': {0: 0, 1: 45, 2: 1, 3: 104, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2777777777777778, 2: 0.006172839506172839, 3: 0.6419753086419753, 4: 0.07407407407407407}, 'edge_length_total': 73818.41700000004, 'edge_length_avg': 201.14010081743882, 'street_length_total': 38405.687000000005, 'street_length_avg': 200.0296197916667, 'street_segments_count': 192, 'node_density_km': 20.2177750035988, 'intersection_density_km': 14.601726391488022, 'edge_density_km': 9212.618185356998, 'street_density_km': 4793.071226078022, 'circuity_avg': 1.0467334702085302, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0467334702085302\n", - "7521\n", - "6015097.142356014\n", - "{'n': 267, 'm': 733, 'k_avg': 5.49063670411985, 'intersection_count': 230, 'streets_per_node_avg': 2.853932584269663, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 196, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13857677902621723, 2: 0.0, 3: 0.7340823970037453, 4: 0.12359550561797752, 5: 0.003745318352059925}, 'edge_length_total': 87468.46800000004, 'edge_length_avg': 119.3294242837654, 'street_length_total': 43779.851999999984, 'street_length_avg': 119.29114986376018, 'street_segments_count': 367, 'node_density_km': 44.38831055942357, 'intersection_density_km': 38.23712145568322, 'edge_density_km': 14541.488845471926, 'street_density_km': 7278.3283401558065, 'circuity_avg': 1.0615422889728892, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0615422889728892\n", - "7522\n", - "32037205.43466871\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1507, 'm': 4130, 'k_avg': 5.481088254810882, 'intersection_count': 1243, 'streets_per_node_avg': 2.8082282680822828, 'streets_per_node_counts': {0: 0, 1: 264, 2: 0, 3: 1005, 4: 237, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17518248175182483, 2: 0.0, 3: 0.6668878566688786, 4: 0.15726609157266092, 5: 0.0006635700066357001}, 'edge_length_total': 510993.5949999995, 'edge_length_avg': 123.72726271186428, 'street_length_total': 257873.31899999958, 'street_length_avg': 123.73959644913607, 'street_segments_count': 2084, 'node_density_km': 47.03905910498725, 'intersection_density_km': 38.79863999170481, 'edge_density_km': 15950.005253798869, 'street_density_km': 8049.18267686809, 'circuity_avg': 1.051547477351194, 'self_loop_proportion': 0.00048426150121065375, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051547477351194\n", - "7523\n", - "9025980.071817337\n", - "{'n': 374, 'm': 1032, 'k_avg': 5.518716577540107, 'intersection_count': 301, 'streets_per_node_avg': 2.799465240641711, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 232, 4: 67, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19518716577540107, 2: 0.0, 3: 0.6203208556149733, 4: 0.17914438502673796, 5: 0.0053475935828877}, 'edge_length_total': 129827.971, 'edge_length_avg': 125.80229748062015, 'street_length_total': 65635.84099999997, 'street_length_avg': 126.46597495183039, 'street_segments_count': 519, 'node_density_km': 41.43594346809775, 'intersection_density_km': 33.348179101330004, 'edge_density_km': 14383.808735117203, 'street_density_km': 7271.879671542917, 'circuity_avg': 1.0758956210508817, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0758956210508817\n", - "7524\n", - "40049243.42980235\n", - "{'n': 4845, 'm': 13590, 'k_avg': 5.609907120743034, 'intersection_count': 3988, 'streets_per_node_avg': 2.8414860681114553, 'streets_per_node_counts': {0: 0, 1: 857, 2: 0, 3: 3056, 4: 919, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17688338493292052, 2: 0.0, 3: 0.6307533539731682, 4: 0.18968008255933952, 5: 0.002476780185758514, 6: 0.0002063983488132095}, 'edge_length_total': 995162.1479999974, 'edge_length_avg': 73.22753112582762, 'street_length_total': 498723.8280000004, 'street_length_avg': 73.15884230599977, 'street_segments_count': 6817, 'node_density_km': 120.97606808708473, 'intersection_density_km': 99.57741166796572, 'edge_density_km': 24848.463111277022, 'street_density_km': 12452.76527817948, 'circuity_avg': 1.0613767864836483, 'self_loop_proportion': 0.0017660044150110375, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0613767864836483\n", - "7525\n", - "17038414.57123669\n", - "{'n': 828, 'm': 2198, 'k_avg': 5.309178743961352, 'intersection_count': 653, 'streets_per_node_avg': 2.7355072463768115, 'streets_per_node_counts': {0: 0, 1: 175, 2: 0, 3: 524, 4: 127, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2113526570048309, 2: 0.0, 3: 0.6328502415458938, 4: 0.15338164251207728, 5: 0.0024154589371980675}, 'edge_length_total': 269975.40099999966, 'edge_length_avg': 122.8277529572337, 'street_length_total': 135778.586, 'street_length_avg': 122.2129486948695, 'street_segments_count': 1111, 'node_density_km': 48.596070751663945, 'intersection_density_km': 38.32516207830502, 'edge_density_km': 15845.101072711144, 'street_density_km': 7968.968323450347, 'circuity_avg': 1.0627311055610162, 'self_loop_proportion': 0.00272975432211101, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0627311055610162\n", - "7526\n", - "10010430.366043726\n", - "{'n': 667, 'm': 1778, 'k_avg': 5.331334332833583, 'intersection_count': 523, 'streets_per_node_avg': 2.712143928035982, 'streets_per_node_counts': {0: 0, 1: 144, 2: 0, 3: 430, 4: 90, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2158920539730135, 2: 0.0, 3: 0.6446776611694153, 4: 0.13493253373313344, 5: 0.004497751124437781}, 'edge_length_total': 162416.79200000022, 'edge_length_avg': 91.34802699662555, 'street_length_total': 81452.83300000001, 'street_length_avg': 90.80583389074695, 'street_segments_count': 897, 'node_density_km': 66.63050194750103, 'intersection_density_km': 52.24550602480216, 'edge_density_km': 16224.756185401628, 'street_density_km': 8136.79632359217, 'circuity_avg': 1.0607359823706877, 'self_loop_proportion': 0.0011248593925759281, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0607359823706877\n", - "7527\n", - "7017109.154129509\n", - "{'n': 390, 'm': 1035, 'k_avg': 5.3076923076923075, 'intersection_count': 311, 'streets_per_node_avg': 2.7153846153846155, 'streets_per_node_counts': {0: 0, 1: 79, 2: 1, 3: 262, 4: 48}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20256410256410257, 2: 0.002564102564102564, 3: 0.6717948717948717, 4: 0.12307692307692308}, 'edge_length_total': 114856.24799999993, 'edge_length_avg': 110.972220289855, 'street_length_total': 57580.120000000024, 'street_length_avg': 110.3067432950192, 'street_segments_count': 522, 'node_density_km': 55.57844283646184, 'intersection_density_km': 44.320245441383676, 'edge_density_km': 16368.029266355079, 'street_density_km': 8205.675404965677, 'circuity_avg': 1.0692475821131437, 'self_loop_proportion': 0.001932367149758454, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0692475821131437\n", - "7528\n", - "24034687.44443601\n", - "{'n': 940, 'm': 2740, 'k_avg': 5.829787234042553, 'intersection_count': 814, 'streets_per_node_avg': 3.0074468085106383, 'streets_per_node_counts': {0: 0, 1: 126, 2: 0, 3: 558, 4: 254, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13404255319148936, 2: 0.0, 3: 0.5936170212765958, 4: 0.2702127659574468, 5: 0.0010638297872340426, 6: 0.0010638297872340426}, 'edge_length_total': 369477.6660000004, 'edge_length_avg': 134.84586350364978, 'street_length_total': 185034.83800000028, 'street_length_avg': 134.2778214804066, 'street_segments_count': 1378, 'node_density_km': 39.11014038244165, 'intersection_density_km': 33.86771730990159, 'edge_density_km': 15372.684452592448, 'street_density_km': 7698.657967896127, 'circuity_avg': 1.0432275753264968, 'self_loop_proportion': 0.00072992700729927, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0432275753264968\n", - "7529\n", - "11030742.622040665\n", - "{'n': 336, 'm': 877, 'k_avg': 5.220238095238095, 'intersection_count': 272, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 64, 2: 1, 3: 227, 4: 43, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19047619047619047, 2: 0.002976190476190476, 3: 0.6755952380952381, 4: 0.12797619047619047, 5: 0.002976190476190476}, 'edge_length_total': 134382.273, 'edge_length_avg': 153.22950171037627, 'street_length_total': 67431.91400000003, 'street_length_avg': 153.25435000000007, 'street_segments_count': 440, 'node_density_km': 30.460324523267744, 'intersection_density_km': 24.65835794740722, 'edge_density_km': 12182.522755221311, 'street_density_km': 6113.08923709846, 'circuity_avg': 1.050292774828071, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.050292774828071\n", - "7530\n", - "12022574.09561073\n", - "{'n': 503, 'm': 1462, 'k_avg': 5.813121272365805, 'intersection_count': 442, 'streets_per_node_avg': 3.0497017892644136, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 300, 4: 137, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12127236580516898, 2: 0.0, 3: 0.5964214711729622, 4: 0.27236580516898606, 5: 0.009940357852882704}, 'edge_length_total': 185014.16899999997, 'edge_length_avg': 126.54867920656632, 'street_length_total': 95374.39299999995, 'street_length_avg': 126.49123740053044, 'street_segments_count': 754, 'node_density_km': 41.837962153515704, 'intersection_density_km': 36.764173502691726, 'edge_density_km': 15388.8982117021, 'street_density_km': 7932.942832502049, 'circuity_avg': 1.040278386816046, 'self_loop_proportion': 0.0013679890560875513, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040278386816046\n", - "7531\n", - "7019034.144543486\n", - "{'n': 308, 'm': 786, 'k_avg': 5.103896103896104, 'intersection_count': 236, 'streets_per_node_avg': 2.6396103896103895, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 204, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23376623376623376, 2: 0.0, 3: 0.6623376623376623, 4: 0.10064935064935066, 5: 0.003246753246753247}, 'edge_length_total': 90534.02400000002, 'edge_length_avg': 115.1832366412214, 'street_length_total': 45267.011999999995, 'street_length_avg': 115.18323664122136, 'street_segments_count': 393, 'node_density_km': 43.880681252909355, 'intersection_density_km': 33.622859661320156, 'edge_density_km': 12898.35925223132, 'street_density_km': 6449.179626115658, 'circuity_avg': 1.0844341463087457, 'self_loop_proportion': 0.005089058524173028, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0844341463087457\n", - "7532\n", - "10014302.59118765\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 664, 'm': 1913, 'k_avg': 5.7620481927710845, 'intersection_count': 590, 'streets_per_node_avg': 2.9789156626506026, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 461, 4: 124, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11144578313253012, 2: 0.0, 3: 0.6942771084337349, 4: 0.18674698795180722, 5: 0.007530120481927711}, 'edge_length_total': 187378.69899999985, 'edge_length_avg': 97.95018243596438, 'street_length_total': 94304.91199999995, 'street_length_avg': 98.23428333333328, 'street_segments_count': 960, 'node_density_km': 66.3051664310907, 'intersection_density_km': 58.915735232445044, 'edge_density_km': 18711.108166922044, 'street_density_km': 9417.0224178153, 'circuity_avg': 1.0500362580211746, 'self_loop_proportion': 0.0010454783063251437, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0500362580211746\n", - "7533\n", - "10021063.863197986\n", - "{'n': 226, 'm': 524, 'k_avg': 4.6371681415929205, 'intersection_count': 150, 'streets_per_node_avg': 2.4424778761061945, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 124, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.336283185840708, 2: 0.0, 3: 0.5486725663716814, 4: 0.11504424778761062}, 'edge_length_total': 77502.802, 'edge_length_avg': 147.9061106870229, 'street_length_total': 38751.40100000003, 'street_length_avg': 147.90611068702302, 'street_segments_count': 262, 'node_density_km': 22.552495731513822, 'intersection_density_km': 14.968470618261387, 'edge_density_km': 7733.989430466198, 'street_density_km': 3866.9947152331024, 'circuity_avg': 1.1047502574743713, 'self_loop_proportion': 0.007633587786259542, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1047502574743713\n", - "7534\n", - "20017895.042601943\n", - "{'n': 1255, 'm': 3495, 'k_avg': 5.569721115537849, 'intersection_count': 1009, 'streets_per_node_avg': 2.8151394422310756, 'streets_per_node_counts': {0: 0, 1: 246, 2: 0, 3: 758, 4: 242, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19601593625498007, 2: 0.0, 3: 0.6039840637450199, 4: 0.19282868525896416, 5: 0.007171314741035857}, 'edge_length_total': 389382.92899999965, 'edge_length_avg': 111.41142460658074, 'street_length_total': 194712.48599999992, 'street_length_avg': 111.39158237986265, 'street_segments_count': 1748, 'node_density_km': 62.693904495408624, 'intersection_density_km': 50.4049001082608, 'edge_density_km': 19451.741962444987, 'street_density_km': 9726.92111661162, 'circuity_avg': 1.0573991084572694, 'self_loop_proportion': 0.005150214592274678, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0573991084572694\n", - "7535\n", - "10022363.583714325\n", - "{'n': 430, 'm': 1177, 'k_avg': 5.474418604651163, 'intersection_count': 359, 'streets_per_node_avg': 2.8046511627906976, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 301, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16511627906976745, 2: 0.0, 3: 0.7, 4: 0.13488372093023257}, 'edge_length_total': 140065.8710000001, 'edge_length_avg': 119.00243925233653, 'street_length_total': 70356.06300000001, 'street_length_avg': 118.04708557046982, 'street_segments_count': 596, 'node_density_km': 42.90405116600653, 'intersection_density_km': 35.81989388045662, 'edge_density_km': 13975.333246500639, 'street_density_km': 7019.907271606464, 'circuity_avg': 1.0620663605922889, 'self_loop_proportion': 0.0016992353440951572, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0620663605922889\n", - "7536\n", - "7006815.4018467935\n", - "{'n': 438, 'm': 1140, 'k_avg': 5.205479452054795, 'intersection_count': 345, 'streets_per_node_avg': 2.67351598173516, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 302, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21232876712328766, 2: 0.0, 3: 0.6894977168949772, 4: 0.09817351598173515}, 'edge_length_total': 112543.69199999992, 'edge_length_avg': 98.7225368421052, 'street_length_total': 56271.84599999998, 'street_length_avg': 98.72253684210523, 'street_segments_count': 570, 'node_density_km': 62.510566481394086, 'intersection_density_km': 49.237774968221366, 'edge_density_km': 16062.031828373367, 'street_density_km': 8031.015914186687, 'circuity_avg': 1.076169078118306, 'self_loop_proportion': 0.007017543859649123, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.076169078118306\n", - "7537\n", - "6013311.196468639\n", - "{'n': 334, 'm': 783, 'k_avg': 4.688622754491018, 'intersection_count': 243, 'streets_per_node_avg': 2.5269461077844313, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 219, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27245508982035926, 2: 0.0, 3: 0.655688622754491, 4: 0.0718562874251497}, 'edge_length_total': 88395.18200000004, 'edge_length_avg': 112.89295274584936, 'street_length_total': 45052.31300000003, 'street_length_avg': 112.07043034825878, 'street_segments_count': 402, 'node_density_km': 55.54344172244801, 'intersection_density_km': 40.41034831902655, 'edge_density_km': 14699.918083719125, 'street_density_km': 7492.097369990984, 'circuity_avg': 1.0476122003806574, 'self_loop_proportion': 0.002554278416347382, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0476122003806574\n", - "7538\n", - "8009196.63486309\n", - "{'n': 385, 'm': 1081, 'k_avg': 5.615584415584416, 'intersection_count': 349, 'streets_per_node_avg': 2.961038961038961, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 293, 4: 55, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09350649350649351, 2: 0.0, 3: 0.7610389610389611, 4: 0.14285714285714285, 5: 0.0025974025974025974}, 'edge_length_total': 133981.5099999999, 'edge_length_avg': 123.94219241443098, 'street_length_total': 67257.18800000004, 'street_length_avg': 124.09075276752775, 'street_segments_count': 542, 'node_density_km': 48.06974001913505, 'intersection_density_km': 43.574907186176965, 'edge_density_km': 16728.458059925033, 'street_density_km': 8397.494913189848, 'circuity_avg': 1.0469811123193062, 'self_loop_proportion': 0.005550416281221091, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0469811123193062\n", - "7539\n", - "5012415.956270315\n", - "{'n': 305, 'm': 800, 'k_avg': 5.245901639344262, 'intersection_count': 231, 'streets_per_node_avg': 2.681967213114754, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 182, 4: 47, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24262295081967214, 2: 0.0, 3: 0.5967213114754099, 4: 0.1540983606557377, 5: 0.006557377049180328}, 'edge_length_total': 76151.12199999994, 'edge_length_avg': 95.18890249999993, 'street_length_total': 38075.56099999999, 'street_length_avg': 95.18890249999997, 'street_segments_count': 400, 'node_density_km': 60.84890054235389, 'intersection_density_km': 46.08556073863524, 'edge_density_km': 15192.498520546405, 'street_density_km': 7596.249260273205, 'circuity_avg': 1.046951177092184, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.046951177092184\n", - "7540\n", - "8007315.830203855\n", - "{'n': 720, 'm': 1940, 'k_avg': 5.388888888888889, 'intersection_count': 591, 'streets_per_node_avg': 2.7694444444444444, 'streets_per_node_counts': {0: 0, 1: 129, 2: 0, 3: 500, 4: 90, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17916666666666667, 2: 0.0, 3: 0.6944444444444444, 4: 0.125, 5: 0.001388888888888889}, 'edge_length_total': 183948.20999999973, 'edge_length_avg': 94.81866494845347, 'street_length_total': 91974.10500000019, 'street_length_avg': 94.8186649484538, 'street_segments_count': 970, 'node_density_km': 89.91777210587055, 'intersection_density_km': 73.80750460356874, 'edge_density_km': 22972.51836953166, 'street_density_km': 11486.25918476587, 'circuity_avg': 1.072753622610017, 'self_loop_proportion': 0.010309278350515464, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072753622610017\n", - "7541\n", - "110266616.29091282\n", - "{'n': 11927, 'm': 33452, 'k_avg': 5.609457533327744, 'intersection_count': 9976, 'streets_per_node_avg': 2.8840446046784605, 'streets_per_node_counts': {0: 0, 1: 1951, 2: 9, 3: 7540, 4: 2339, 5: 78, 6: 8, 7: 1, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16357843548251866, 2: 0.0007545904250859395, 3: 0.6321790894608871, 4: 0.19610966714177916, 5: 0.006539783684078142, 6: 0.0006707470445208351, 7: 8.384338056510439e-05, 8: 8.384338056510439e-05}, 'edge_length_total': 2357965.282000001, 'edge_length_avg': 70.4880211048667, 'street_length_total': 1201142.2800000028, 'street_length_avg': 70.12741008874374, 'street_segments_count': 17128, 'node_density_km': 108.16510382918965, 'intersection_density_km': 90.47162537100662, 'edge_density_km': 21384.217284577393, 'street_density_km': 10893.072812092722, 'circuity_avg': 1.072201884718321, 'self_loop_proportion': 0.0021224440990075333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072201884718321\n", - "7542\n", - "5007658.822206006\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 318, 'm': 892, 'k_avg': 5.610062893081761, 'intersection_count': 273, 'streets_per_node_avg': 2.861635220125786, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 229, 4: 42, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14150943396226415, 2: 0.0, 3: 0.720125786163522, 4: 0.1320754716981132, 5: 0.006289308176100629}, 'edge_length_total': 87965.81999999992, 'edge_length_avg': 98.61639013452906, 'street_length_total': 43982.90999999999, 'street_length_avg': 98.61639013452913, 'street_segments_count': 446, 'node_density_km': 63.5027287781384, 'intersection_density_km': 54.51649357368485, 'edge_density_km': 17566.25663272496, 'street_density_km': 8783.128316362485, 'circuity_avg': 1.0539123324384552, 'self_loop_proportion': 0.004484304932735426, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0539123324384552\n", - "7543\n", - "15038322.535303302\n", - "{'n': 1953, 'm': 5158, 'k_avg': 5.282130056323605, 'intersection_count': 1462, 'streets_per_node_avg': 2.686635944700461, 'streets_per_node_counts': {0: 0, 1: 491, 2: 2, 3: 1102, 4: 345, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25140809011776755, 2: 0.0010240655401945725, 3: 0.5642601126472094, 4: 0.17665130568356374, 5: 0.006144393241167435, 6: 0.0005120327700972862}, 'edge_length_total': 331309.81100000016, 'edge_length_avg': 64.23222392400159, 'street_length_total': 167940.0350000001, 'street_length_avg': 64.44360514198009, 'street_segments_count': 2606, 'node_density_km': 129.86820806743725, 'intersection_density_km': 97.21828991018602, 'edge_density_km': 22031.035058746205, 'street_density_km': 11167.471279177014, 'circuity_avg': 1.0579835255198389, 'self_loop_proportion': 0.0015509887553315238, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0579835255198389\n", - "7544\n", - "11012468.987380084\n", - "{'n': 349, 'm': 913, 'k_avg': 5.232091690544412, 'intersection_count': 278, 'streets_per_node_avg': 2.7449856733524354, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 228, 4: 47, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2034383954154728, 2: 0.0, 3: 0.6532951289398281, 4: 0.1346704871060172, 5: 0.008595988538681949}, 'edge_length_total': 138181.16299999985, 'edge_length_avg': 151.34848083242042, 'street_length_total': 69170.85299999997, 'street_length_avg': 151.35854048140038, 'street_segments_count': 457, 'node_density_km': 31.691349178821042, 'intersection_density_km': 25.24411195333023, 'edge_density_km': 12547.700534580465, 'street_density_km': 6281.1394138106025, 'circuity_avg': 1.0611850062041195, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0611850062041195\n", - "7545\n", - "47055669.59775024\n", - "{'n': 3504, 'm': 9868, 'k_avg': 5.632420091324201, 'intersection_count': 3015, 'streets_per_node_avg': 2.9123858447488584, 'streets_per_node_counts': {0: 0, 1: 489, 2: 0, 3: 2358, 4: 643, 5: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13955479452054795, 2: 0.0, 3: 0.672945205479452, 4: 0.18350456621004566, 5: 0.003995433789954338}, 'edge_length_total': 795784.0299999978, 'edge_length_avg': 80.64288913660295, 'street_length_total': 405029.44599999813, 'street_length_avg': 80.1245194856574, 'street_segments_count': 5055, 'node_density_km': 74.46499072170315, 'intersection_density_km': 64.07304424256135, 'edge_density_km': 16911.54406690336, 'street_density_km': 8607.4526079927, 'circuity_avg': 1.0794577001559507, 'self_loop_proportion': 0.0022294284556141062, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0794577001559507\n", - "7546\n", - "10009608.402380083\n", - "{'n': 414, 'm': 1138, 'k_avg': 5.497584541062802, 'intersection_count': 365, 'streets_per_node_avg': 2.864734299516908, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 324, 4: 40, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11835748792270531, 2: 0.0, 3: 0.782608695652174, 4: 0.0966183574879227, 5: 0.0024154589371980675}, 'edge_length_total': 149184.21600000004, 'edge_length_avg': 131.09333567662568, 'street_length_total': 74592.10800000005, 'street_length_avg': 131.09333567662574, 'street_segments_count': 569, 'node_density_km': 41.360259398515446, 'intersection_density_km': 36.464962996275695, 'edge_density_km': 14904.10113991343, 'street_density_km': 7452.050569956718, 'circuity_avg': 1.0527501379447206, 'self_loop_proportion': 0.01054481546572935, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0527501379447206\n", - "7547\n", - "18020544.904427685\n", - "{'n': 609, 'm': 1717, 'k_avg': 5.638752052545156, 'intersection_count': 533, 'streets_per_node_avg': 2.8949096880131364, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 447, 4: 84, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12479474548440066, 2: 0.0, 3: 0.7339901477832512, 4: 0.13793103448275862, 5: 0.003284072249589491}, 'edge_length_total': 283187.4119999999, 'edge_length_avg': 164.93151543389627, 'street_length_total': 141817.78199999992, 'street_length_avg': 163.95119306358373, 'street_segments_count': 865, 'node_density_km': 33.79476054857628, 'intersection_density_km': 29.57735200721044, 'edge_density_km': 15714.697502316934, 'street_density_km': 7869.783225320507, 'circuity_avg': 1.0530138620176654, 'self_loop_proportion': 0.0023296447291788003, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0530138620176654\n", - "7548\n", - "7010257.428724088\n", - "{'n': 507, 'm': 1264, 'k_avg': 4.986193293885601, 'intersection_count': 368, 'streets_per_node_avg': 2.5364891518737673, 'streets_per_node_counts': {0: 0, 1: 139, 2: 0, 3: 326, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27416173570019725, 2: 0.0, 3: 0.6429980276134122, 4: 0.08086785009861933, 5: 0.0019723865877712033}, 'edge_length_total': 101360.13000000008, 'edge_length_avg': 80.18997626582285, 'street_length_total': 50680.06500000001, 'street_length_avg': 80.1899762658228, 'street_segments_count': 632, 'node_density_km': 72.32259373565934, 'intersection_density_km': 52.49450590675076, 'edge_density_km': 14458.8313668316, 'street_density_km': 7229.415683415796, 'circuity_avg': 1.0522669783651801, 'self_loop_proportion': 0.004746835443037975, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0522669783651801\n", - "7549\n", - "5005390.616072084\n", - "{'n': 164, 'm': 464, 'k_avg': 5.658536585365853, 'intersection_count': 144, 'streets_per_node_avg': 2.8963414634146343, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 121, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12195121951219512, 2: 0.0, 3: 0.7378048780487805, 4: 0.1402439024390244}, 'edge_length_total': 69732.236, 'edge_length_avg': 150.28499137931036, 'street_length_total': 34866.118, 'street_length_avg': 150.28499137931036, 'street_segments_count': 232, 'node_density_km': 32.7646756425769, 'intersection_density_km': 28.76898349104313, 'edge_density_km': 13931.427404705026, 'street_density_km': 6965.713702352513, 'circuity_avg': 1.0768707664201709, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0768707664201709\n", - "7550\n", - "5008850.989436405\n", - "{'n': 149, 'm': 402, 'k_avg': 5.395973154362416, 'intersection_count': 123, 'streets_per_node_avg': 2.785234899328859, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 103, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.174496644295302, 2: 0.0, 3: 0.6912751677852349, 4: 0.1342281879194631}, 'edge_length_total': 59540.13799999995, 'edge_length_avg': 148.10979601990036, 'street_length_total': 29770.06900000003, 'street_length_avg': 148.10979601990064, 'street_segments_count': 201, 'node_density_km': 29.74734131924445, 'intersection_density_km': 24.55653008232931, 'edge_density_km': 11886.98528376453, 'street_density_km': 5943.492641882276, 'circuity_avg': 1.0350749487025133, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0350749487025133\n", - "7551\n", - "184288747.65268785\n", - "{'n': 14903, 'm': 43095, 'k_avg': 5.783399315574045, 'intersection_count': 13162, 'streets_per_node_avg': 3.043950882372677, 'streets_per_node_counts': {0: 0, 1: 1741, 2: 30, 3: 9057, 4: 3992, 5: 76, 6: 6, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11682211635241227, 2: 0.0020130175132523653, 3: 0.6077299872508891, 4: 0.26786553043011474, 5: 0.005099644366905992, 6: 0.0004026035026504731, 7: 0.0, 8: 6.710058377507885e-05}, 'edge_length_total': 3690958.1130000157, 'edge_length_avg': 85.64701503654753, 'street_length_total': 1937491.9529999837, 'street_length_avg': 85.84368422684908, 'street_segments_count': 22570, 'node_density_km': 80.8676611557767, 'intersection_density_km': 71.42052983508911, 'edge_density_km': 20028.12521118233, 'street_density_km': 10513.349174478073, 'circuity_avg': 1.0764350629491175, 'self_loop_proportion': 0.0029701821557025177, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0764350629491175\n", - "7552\n", - "57068590.12323737\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2357, 'm': 6050, 'k_avg': 5.133644463300806, 'intersection_count': 1837, 'streets_per_node_avg': 2.690708527789563, 'streets_per_node_counts': {0: 0, 1: 520, 2: 0, 3: 1532, 4: 300, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2206194314806958, 2: 0.0, 3: 0.6499787865931269, 4: 0.12728044123886295, 5: 0.0016970725498515061, 6: 0.00042426813746287653}, 'edge_length_total': 731400.7220000009, 'edge_length_avg': 120.89268132231419, 'street_length_total': 381882.2969999997, 'street_length_avg': 122.5946378812198, 'street_segments_count': 3115, 'node_density_km': 41.30117801947011, 'intersection_density_km': 32.1893356053316, 'edge_density_km': 12816.169462406026, 'street_density_km': 6691.6371365639125, 'circuity_avg': 1.0925021749170485, 'self_loop_proportion': 0.001322314049586777, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0925021749170485\n", - "7553\n", - "10011296.120317195\n", - "{'n': 413, 'm': 1082, 'k_avg': 5.239709443099273, 'intersection_count': 348, 'streets_per_node_avg': 2.8135593220338984, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 297, 4: 49, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15738498789346247, 2: 0.0, 3: 0.7191283292978208, 4: 0.11864406779661017, 5: 0.004842615012106538}, 'edge_length_total': 128877.98799999981, 'edge_length_avg': 119.1108946395562, 'street_length_total': 64558.91700000003, 'street_length_avg': 118.02361425959786, 'street_segments_count': 547, 'node_density_km': 41.2533996633909, 'intersection_density_km': 34.76073385680396, 'edge_density_km': 12873.257013989562, 'street_density_km': 6448.607275633614, 'circuity_avg': 1.0525829174439663, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0525829174439663\n", - "7554\n", - "31042696.545557037\n", - "{'n': 2264, 'm': 6036, 'k_avg': 5.332155477031802, 'intersection_count': 1808, 'streets_per_node_avg': 2.7570671378091873, 'streets_per_node_counts': {0: 0, 1: 456, 2: 3, 3: 1443, 4: 359, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20141342756183744, 2: 0.001325088339222615, 3: 0.6373674911660777, 4: 0.15856890459363956, 5: 0.001325088339222615}, 'edge_length_total': 595605.5930000007, 'edge_length_avg': 98.67554555997361, 'street_length_total': 303013.70699999994, 'street_length_avg': 98.66939335721261, 'street_segments_count': 3071, 'node_density_km': 72.93180850695245, 'intersection_density_km': 58.242362977283584, 'edge_density_km': 19186.657709516745, 'street_density_km': 9761.191543244608, 'circuity_avg': 1.0740210346101586, 'self_loop_proportion': 0.0019880715705765406, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0740210346101586\n", - "7555\n", - "11017585.244103337\n", - "{'n': 336, 'm': 914, 'k_avg': 5.440476190476191, 'intersection_count': 277, 'streets_per_node_avg': 2.8601190476190474, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 206, 4: 71}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17559523809523808, 2: 0.0, 3: 0.6130952380952381, 4: 0.2113095238095238}, 'edge_length_total': 114104.88299999997, 'edge_length_avg': 124.84122866520785, 'street_length_total': 57196.269, 'street_length_avg': 124.0699978308026, 'street_segments_count': 461, 'node_density_km': 30.496700733931583, 'intersection_density_km': 25.141625307437643, 'edge_density_km': 10356.614491462133, 'street_density_km': 5191.3616035430005, 'circuity_avg': 1.0631923519266822, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0631923519266822\n", - "7556\n", - "64082584.192852765\n", - "{'n': 3101, 'm': 8918, 'k_avg': 5.751693002257336, 'intersection_count': 2722, 'streets_per_node_avg': 3.021283456949371, 'streets_per_node_counts': {0: 0, 1: 379, 2: 0, 3: 1919, 4: 784, 5: 17, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12221863914866173, 2: 0.0, 3: 0.6188326346339891, 4: 0.2528216704288939, 5: 0.005482102547565301, 6: 0.0006449532408900354}, 'edge_length_total': 938645.8040000015, 'edge_length_avg': 105.25294954025583, 'street_length_total': 484229.57400000055, 'street_length_avg': 104.42733965926257, 'street_segments_count': 4637, 'node_density_km': 48.390682726959376, 'intersection_density_km': 42.476439336595746, 'edge_density_km': 14647.43995303314, 'street_density_km': 7556.336563187591, 'circuity_avg': 1.0641944731128135, 'self_loop_proportion': 0.0031397174254317113, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641944731128135\n", - "7557\n", - "7009487.02901351\n", - "{'n': 144, 'm': 388, 'k_avg': 5.388888888888889, 'intersection_count': 130, 'streets_per_node_avg': 2.9652777777777777, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 107, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09722222222222222, 2: 0.0, 3: 0.7430555555555556, 4: 0.1597222222222222}, 'edge_length_total': 67065.41499999992, 'edge_length_avg': 172.84900773195855, 'street_length_total': 33736.899999999994, 'street_length_avg': 167.01435643564355, 'street_segments_count': 202, 'node_density_km': 20.543586057575748, 'intersection_density_km': 18.546292968644774, 'edge_density_km': 9567.806420413403, 'street_density_km': 4813.034086568244, 'circuity_avg': 1.0428150652568968, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0428150652568968\n", - "7558\n", - "31035173.74578177\n", - "{'n': 1911, 'm': 5304, 'k_avg': 5.551020408163265, 'intersection_count': 1606, 'streets_per_node_avg': 2.879120879120879, 'streets_per_node_counts': {0: 0, 1: 305, 2: 1, 3: 1234, 4: 362, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15960230245944532, 2: 0.0005232862375719519, 3: 0.6457352171637886, 4: 0.18942961800104657, 5: 0.004709576138147566}, 'edge_length_total': 533998.4179999989, 'edge_length_avg': 100.67843476621397, 'street_length_total': 270687.0399999998, 'street_length_avg': 100.10615384615377, 'street_segments_count': 2704, 'node_density_km': 61.575295683973366, 'intersection_density_km': 51.747736718190076, 'edge_density_km': 17206.23259190159, 'street_density_km': 8721.943760240458, 'circuity_avg': 1.0615780522484939, 'self_loop_proportion': 0.005656108597285068, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0615780522484939\n", - "7559\n", - "36044737.33764394\n", - "{'n': 2282, 'm': 6257, 'k_avg': 5.483786152497809, 'intersection_count': 1886, 'streets_per_node_avg': 2.8382997370727434, 'streets_per_node_counts': {0: 0, 1: 396, 2: 2, 3: 1473, 4: 403, 5: 4, 6: 3, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17353198948290974, 2: 0.0008764241893076249, 3: 0.6454864154250657, 4: 0.1765994741454864, 5: 0.0017528483786152498, 6: 0.0013146362839614374, 7: 0.0, 8: 0.00043821209465381246}, 'edge_length_total': 577026.4049999984, 'edge_length_avg': 92.22093735016756, 'street_length_total': 293053.22299999977, 'street_length_avg': 91.52193098063702, 'street_segments_count': 3202, 'node_density_km': 63.3102130450748, 'intersection_density_km': 52.323865820776106, 'edge_density_km': 16008.617280097948, 'street_density_km': 8130.263795651095, 'circuity_avg': 1.0647727523048114, 'self_loop_proportion': 0.003516062010548186, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0647727523048114\n", - "7560\n", - "19022299.769076735\n", - "{'n': 1519, 'm': 4061, 'k_avg': 5.346938775510204, 'intersection_count': 1236, 'streets_per_node_avg': 2.783410138248848, 'streets_per_node_counts': {0: 0, 1: 283, 2: 0, 3: 1004, 4: 227, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18630678077682686, 2: 0.0, 3: 0.6609611586570112, 4: 0.14944042132982224, 5: 0.0032916392363396972}, 'edge_length_total': 379296.7379999992, 'edge_length_avg': 93.39983698596384, 'street_length_total': 190181.6100000001, 'street_length_avg': 92.90747923790919, 'street_segments_count': 2047, 'node_density_km': 79.8536464276173, 'intersection_density_km': 64.97637062839696, 'edge_density_km': 19939.583678341365, 'street_density_km': 9997.824254098101, 'circuity_avg': 1.055829618848499, 'self_loop_proportion': 0.002954937207584339, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055829618848499\n", - "7561\n", - "8018048.645736074\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 469, 'm': 1262, 'k_avg': 5.381663113006397, 'intersection_count': 364, 'streets_per_node_avg': 2.7803837953091683, 'streets_per_node_counts': {0: 0, 1: 105, 2: 0, 3: 260, 4: 101, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22388059701492538, 2: 0.0, 3: 0.5543710021321961, 4: 0.21535181236673773, 5: 0.006396588486140725}, 'edge_length_total': 114736.1729999999, 'edge_length_avg': 90.9161434231378, 'street_length_total': 57736.780000000064, 'street_length_avg': 90.07297971918887, 'street_segments_count': 641, 'node_density_km': 58.49303499167593, 'intersection_density_km': 45.3975793965246, 'edge_density_km': 14309.737701705706, 'street_density_km': 7200.851797114496, 'circuity_avg': 1.0946818567570833, 'self_loop_proportion': 0.006339144215530904, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0946818567570833\n", - "7562\n", - "9013935.991243292\n", - "{'n': 507, 'm': 1344, 'k_avg': 5.3017751479289945, 'intersection_count': 400, 'streets_per_node_avg': 2.706114398422091, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 338, 4: 59, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21104536489151873, 2: 0.0, 3: 0.6666666666666666, 4: 0.11637080867850098, 5: 0.005917159763313609}, 'edge_length_total': 131317.82200000036, 'edge_length_avg': 97.70671279761932, 'street_length_total': 65658.91100000002, 'street_length_avg': 97.70671279761908, 'street_segments_count': 672, 'node_density_km': 56.246239211431266, 'intersection_density_km': 44.3757311332791, 'edge_density_km': 14568.31090519955, 'street_density_km': 7284.155452599757, 'circuity_avg': 1.0862535528245454, 'self_loop_proportion': 0.001488095238095238, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0862535528245454\n", - "7563\n", - "14033577.690434005\n", - "{'n': 715, 'm': 1907, 'k_avg': 5.334265734265735, 'intersection_count': 579, 'streets_per_node_avg': 2.7468531468531467, 'streets_per_node_counts': {0: 0, 1: 136, 2: 0, 3: 488, 4: 91}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1902097902097902, 2: 0.0, 3: 0.6825174825174826, 4: 0.12727272727272726}, 'edge_length_total': 228999.75499999983, 'edge_length_avg': 120.0837729417933, 'street_length_total': 114742.12900000003, 'street_length_avg': 120.14882617801051, 'street_segments_count': 955, 'node_density_km': 50.949231605236356, 'intersection_density_km': 41.258188950254336, 'edge_density_km': 16317.988188863459, 'street_density_km': 8176.256371047424, 'circuity_avg': 1.060229781345326, 'self_loop_proportion': 0.002097535395909806, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060229781345326\n", - "7564\n", - "208306671.73385963\n", - "{'n': 23758, 'm': 66411, 'k_avg': 5.590622106237899, 'intersection_count': 20391, 'streets_per_node_avg': 2.938041922720768, 'streets_per_node_counts': {0: 0, 1: 3367, 2: 17, 3: 15207, 4: 5064, 5: 95, 6: 7, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14172068355922215, 2: 0.0007155484468389595, 3: 0.6400791312400034, 4: 0.21314925498779358, 5: 0.003998653085276538, 6: 0.0002946375957572186, 7: 4.209108510817409e-05}, 'edge_length_total': 5091786.603000003, 'edge_length_avg': 76.67083168451013, 'street_length_total': 2690009.0030000126, 'street_length_avg': 77.41478654886649, 'street_segments_count': 34748, 'node_density_km': 114.05299600943223, 'intersection_density_km': 97.88932745299826, 'edge_density_km': 24443.703893965816, 'street_density_km': 12913.695853375588, 'circuity_avg': 1.0797468049488999, 'self_loop_proportion': 0.002755567601752722, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0797468049488999\n", - "7565\n", - "7018311.777776979\n", - "{'n': 403, 'm': 1049, 'k_avg': 5.205955334987593, 'intersection_count': 312, 'streets_per_node_avg': 2.704714640198511, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 249, 4: 63}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22580645161290322, 2: 0.0, 3: 0.6178660049627791, 4: 0.15632754342431762}, 'edge_length_total': 118958.08900000004, 'edge_length_avg': 113.40141944709251, 'street_length_total': 59646.61299999999, 'street_length_avg': 113.18142884250473, 'street_segments_count': 527, 'node_density_km': 57.42121649198785, 'intersection_density_km': 44.45513534863576, 'edge_density_km': 16949.672908045064, 'street_density_km': 8498.712352572746, 'circuity_avg': 1.062932977640969, 'self_loop_proportion': 0.0019065776930409914, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.062932977640969\n", - "7566\n", - "5008816.515112151\n", - "{'n': 260, 'm': 696, 'k_avg': 5.3538461538461535, 'intersection_count': 219, 'streets_per_node_avg': 2.7884615384615383, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 192, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1576923076923077, 2: 0.0, 3: 0.7384615384615385, 4: 0.10384615384615385}, 'edge_length_total': 87019.19400000008, 'edge_length_avg': 125.027577586207, 'street_length_total': 43509.59699999999, 'street_length_avg': 125.02757758620686, 'street_segments_count': 348, 'node_density_km': 51.90846963859653, 'intersection_density_km': 43.72290327251015, 'edge_density_km': 17373.2045758621, 'street_density_km': 8686.602287931039, 'circuity_avg': 1.0519604961803888, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0519604961803888\n", - "7567\n", - "81194025.50689653\n", - "{'n': 7731, 'm': 20522, 'k_avg': 5.309015651274091, 'intersection_count': 6110, 'streets_per_node_avg': 2.7290130642866384, 'streets_per_node_counts': {0: 0, 1: 1621, 2: 1, 3: 4985, 4: 1102, 5: 20, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2096753330746346, 2: 0.0001293493726555426, 3: 0.6448066226878799, 4: 0.14254300866640796, 5: 0.0025869874531108525, 6: 0.0002586987453110852}, 'edge_length_total': 1830637.9429999914, 'edge_length_avg': 89.20368107396898, 'street_length_total': 932469.930999998, 'street_length_avg': 89.2401120681403, 'street_segments_count': 10449, 'node_density_km': 95.21636538815702, 'intersection_density_km': 75.25184226123909, 'edge_density_km': 22546.461165969646, 'street_density_km': 11484.464838127717, 'circuity_avg': 1.1145252327981119, 'self_loop_proportion': 0.004775363025046292, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1145252327981119\n", - "7568\n", - "9015502.077478401\n", - "{'n': 5, 'm': 8, 'k_avg': 3.2, 'intersection_count': 3, 'streets_per_node_avg': 2.2, 'streets_per_node_counts': {0: 0, 1: 2, 2: 0, 3: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4, 2: 0.0, 3: 0.6}, 'edge_length_total': 9931.514000000001, 'edge_length_avg': 1241.4392500000001, 'street_length_total': 4965.7570000000005, 'street_length_avg': 1241.4392500000001, 'street_segments_count': 4, 'node_density_km': 0.5546002826055006, 'intersection_density_km': 0.3327601695633004, 'edge_density_km': 1101.6040942200973, 'street_density_km': 550.8020471100486, 'circuity_avg': 1.0576603176810233, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0576603176810233\n", - "7569\n", - "28062509.151336472\n", - "{'n': 1277, 'm': 3519, 'k_avg': 5.511354737666406, 'intersection_count': 1035, 'streets_per_node_avg': 2.813625685199687, 'streets_per_node_counts': {0: 0, 1: 242, 2: 0, 3: 795, 4: 235, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1895066562255286, 2: 0.0, 3: 0.6225528582615505, 4: 0.18402505873140174, 5: 0.0031323414252153485, 6: 0.0007830853563038371}, 'edge_length_total': 451676.77399999957, 'edge_length_avg': 128.3537294685989, 'street_length_total': 226292.97100000057, 'street_length_avg': 128.13871517553827, 'street_segments_count': 1766, 'node_density_km': 45.505553089117946, 'intersection_density_km': 36.88194788350593, 'edge_density_km': 16095.380907109247, 'street_density_km': 8063.8894326818745, 'circuity_avg': 1.0571762682501027, 'self_loop_proportion': 0.002273373117362887, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571762682501027\n", - "7570\n", - "8011402.980421306\n", - "{'n': 117, 'm': 306, 'k_avg': 5.230769230769231, 'intersection_count': 93, 'streets_per_node_avg': 2.6837606837606836, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 82, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20512820512820512, 2: 0.0, 3: 0.7008547008547008, 4: 0.09401709401709402}, 'edge_length_total': 48527.297999999995, 'edge_length_avg': 158.58594117647058, 'street_length_total': 24263.648999999994, 'street_length_avg': 158.58594117647056, 'street_segments_count': 153, 'node_density_km': 14.604183597546005, 'intersection_density_km': 11.60845362881862, 'edge_density_km': 6057.2783716651875, 'street_density_km': 3028.6391858325933, 'circuity_avg': 1.107140790374358, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.107140790374358\n", - "7571\n", - "7017772.193471965\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 411, 'm': 1058, 'k_avg': 5.148418491484185, 'intersection_count': 320, 'streets_per_node_avg': 2.681265206812652, 'streets_per_node_counts': {0: 0, 1: 91, 2: 0, 3: 269, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22141119221411193, 2: 0.0, 3: 0.6545012165450121, 4: 0.12408759124087591}, 'edge_length_total': 119802.73700000008, 'edge_length_avg': 113.23510113421558, 'street_length_total': 60385.526999999965, 'street_length_avg': 113.50662969924805, 'street_segments_count': 532, 'node_density_km': 58.56559441788638, 'intersection_density_km': 45.59851633509402, 'edge_density_km': 17071.334562760865, 'street_density_km': 8604.657622852374, 'circuity_avg': 1.0508504535589744, 'self_loop_proportion': 0.001890359168241966, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0508504535589744\n", - "7572\n", - "5007439.931693262\n", - "{'n': 132, 'm': 338, 'k_avg': 5.121212121212121, 'intersection_count': 107, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 79, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1893939393939394, 2: 0.0, 3: 0.5984848484848485, 4: 0.21212121212121213}, 'edge_length_total': 58842.87200000001, 'edge_length_avg': 174.09133727810655, 'street_length_total': 29421.436000000005, 'street_length_avg': 174.09133727810655, 'street_segments_count': 169, 'node_density_km': 26.360775526140817, 'intersection_density_km': 21.368204403765663, 'edge_density_km': 11751.088940192703, 'street_density_km': 5875.544470096352, 'circuity_avg': 1.040282235754036, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040282235754036\n", - "7573\n", - "7016191.541512525\n", - "{'n': 608, 'm': 1608, 'k_avg': 5.2894736842105265, 'intersection_count': 483, 'streets_per_node_avg': 2.6940789473684212, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 419, 4: 64}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20559210526315788, 2: 0.0, 3: 0.6891447368421053, 4: 0.10526315789473684}, 'edge_length_total': 141428.98400000008, 'edge_length_avg': 87.95334825870653, 'street_length_total': 70714.49200000004, 'street_length_avg': 87.95334825870653, 'street_segments_count': 804, 'node_density_km': 86.65669920820457, 'intersection_density_km': 68.84076598283356, 'edge_density_km': 20157.514680608525, 'street_density_km': 10078.757340304262, 'circuity_avg': 1.0673551633454559, 'self_loop_proportion': 0.0024875621890547263, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673551633454559\n", - "7574\n", - "37050653.97822875\n", - "{'n': 2944, 'm': 7906, 'k_avg': 5.3709239130434785, 'intersection_count': 2328, 'streets_per_node_avg': 2.750679347826087, 'streets_per_node_counts': {0: 0, 1: 616, 2: 2, 3: 1833, 4: 486, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20923913043478262, 2: 0.0006793478260869565, 3: 0.6226222826086957, 4: 0.16508152173913043, 5: 0.002377717391304348}, 'edge_length_total': 807082.7409999965, 'edge_length_avg': 102.08483948899526, 'street_length_total': 409117.44699999987, 'street_length_avg': 101.99886487160306, 'street_segments_count': 4011, 'node_density_km': 79.45878638822185, 'intersection_density_km': 62.832899018947174, 'edge_density_km': 21783.2252427783, 'street_density_km': 11042.111354914288, 'circuity_avg': 1.0858575235820476, 'self_loop_proportion': 0.006071338224133569, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0858575235820476\n", - "7575\n", - "17047120.57442564\n", - "{'n': 828, 'm': 2342, 'k_avg': 5.657004830917875, 'intersection_count': 699, 'streets_per_node_avg': 2.9456521739130435, 'streets_per_node_counts': {0: 0, 1: 129, 2: 1, 3: 490, 4: 204, 5: 2, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15579710144927536, 2: 0.0012077294685990338, 3: 0.5917874396135265, 4: 0.2463768115942029, 5: 0.0024154589371980675, 6: 0.0024154589371980675}, 'edge_length_total': 252326.62499999997, 'edge_length_avg': 107.73980572160545, 'street_length_total': 127015.92600000005, 'street_length_avg': 106.20060702341141, 'street_segments_count': 1196, 'node_density_km': 48.571252627976286, 'intersection_density_km': 41.00399225477708, 'edge_density_km': 14801.715274927095, 'street_density_km': 7450.872740969015, 'circuity_avg': 1.041556317207647, 'self_loop_proportion': 0.0017079419299743809, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041556317207647\n", - "7576\n", - "8012525.574371689\n", - "{'n': 720, 'm': 1910, 'k_avg': 5.305555555555555, 'intersection_count': 582, 'streets_per_node_avg': 2.7069444444444444, 'streets_per_node_counts': {0: 0, 1: 138, 2: 0, 3: 517, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19166666666666668, 2: 0.0, 3: 0.7180555555555556, 4: 0.09027777777777778}, 'edge_length_total': 158940.90999999992, 'edge_length_avg': 83.21513612565441, 'street_length_total': 79760.94600000004, 'street_length_avg': 83.34477115987465, 'street_segments_count': 957, 'node_density_km': 89.85930757000541, 'intersection_density_km': 72.63627361908772, 'edge_density_km': 19836.555718259086, 'street_density_km': 9954.532470400829, 'circuity_avg': 1.0796092906652042, 'self_loop_proportion': 0.0020942408376963353, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0796092906652042\n", - "7577\n", - "7006866.085286467\n", - "{'n': 78, 'm': 190, 'k_avg': 4.871794871794871, 'intersection_count': 64, 'streets_per_node_avg': 2.717948717948718, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 58, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1794871794871795, 2: 0.0, 3: 0.7435897435897436, 4: 0.07692307692307693}, 'edge_length_total': 42622.73800000001, 'edge_length_avg': 224.33020000000008, 'street_length_total': 21311.36900000001, 'street_length_avg': 224.3302000000001, 'street_segments_count': 95, 'node_density_km': 11.13193816616392, 'intersection_density_km': 9.133897982493473, 'edge_density_km': 6082.995947289813, 'street_density_km': 3041.497973644907, 'circuity_avg': 1.0471290922676537, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0471290922676537\n", - "7578\n", - "16028778.37910523\n", - "{'n': 1137, 'm': 3100, 'k_avg': 5.452946350043975, 'intersection_count': 920, 'streets_per_node_avg': 2.7730870712401057, 'streets_per_node_counts': {0: 0, 1: 217, 2: 0, 3: 746, 4: 172, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19085312225153914, 2: 0.0, 3: 0.6561125769569042, 4: 0.15127528583992964, 5: 0.001759014951627089}, 'edge_length_total': 266910.65599999926, 'edge_length_avg': 86.10021161290298, 'street_length_total': 133455.32800000007, 'street_length_avg': 86.10021161290327, 'street_segments_count': 1550, 'node_density_km': 70.93491301134769, 'intersection_density_km': 57.39676338649065, 'edge_density_km': 16651.96496496191, 'street_density_km': 8325.982482480982, 'circuity_avg': 1.0525965074389574, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0525965074389574\n", - "7579\n", - "309358709.4679049\n", - "error with entry 7579\n", - "7580\n", - "53063987.471019745\n", - "{'n': 5097, 'm': 13956, 'k_avg': 5.476162448499117, 'intersection_count': 4034, 'streets_per_node_avg': 2.8310771041789287, 'streets_per_node_counts': {0: 0, 1: 1063, 2: 1, 3: 2815, 4: 1178, 5: 34, 6: 4, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20855405140278596, 2: 0.00019619383951343929, 3: 0.5522856582303316, 4: 0.23111634294683148, 5: 0.006670590543456935, 6: 0.0007847753580537571, 7: 0.00039238767902687857}, 'edge_length_total': 1102667.2319999966, 'edge_length_avg': 79.01026311263948, 'street_length_total': 559423.8230000001, 'street_length_avg': 78.13181885474862, 'street_segments_count': 7160, 'node_density_km': 96.05384447943466, 'intersection_density_km': 76.02142606043545, 'edge_density_km': 20779.95425055844, 'street_density_km': 10542.438472146909, 'circuity_avg': 1.0624890210117046, 'self_loop_proportion': 0.002006305531670966, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0624890210117046\n", - "7581\n", - "17051092.07031436\n", - "{'n': 826, 'm': 2285, 'k_avg': 5.532687651331719, 'intersection_count': 667, 'streets_per_node_avg': 2.837772397094431, 'streets_per_node_counts': {0: 0, 1: 159, 2: 0, 3: 486, 4: 178, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19249394673123488, 2: 0.0, 3: 0.5883777239709443, 4: 0.21549636803874092, 5: 0.0036319612590799033}, 'edge_length_total': 288825.4179999993, 'edge_length_avg': 126.4006205689275, 'street_length_total': 145464.7830000001, 'street_length_avg': 126.27151302083342, 'street_segments_count': 1152, 'node_density_km': 48.442644998560006, 'intersection_density_km': 39.11772907268708, 'edge_density_km': 16938.822264811948, 'street_density_km': 8531.112400316673, 'circuity_avg': 1.0533283197502503, 'self_loop_proportion': 0.00262582056892779, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0533283197502503\n", - "7582\n", - "10010932.919489278\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 150, 'm': 398, 'k_avg': 5.306666666666667, 'intersection_count': 125, 'streets_per_node_avg': 2.78, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 109, 4: 15, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.7266666666666667, 4: 0.1, 5: 0.006666666666666667}, 'edge_length_total': 65752.60600000001, 'edge_length_avg': 165.20755276381914, 'street_length_total': 32876.30300000002, 'street_length_avg': 165.2075527638192, 'street_segments_count': 199, 'node_density_km': 14.983618530494805, 'intersection_density_km': 12.486348775412337, 'edge_density_km': 6568.079771266161, 'street_density_km': 3284.0398856330817, 'circuity_avg': 1.0833597353332651, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0833597353332651\n", - "7583\n", - "9021567.122923885\n", - "{'n': 455, 'm': 1144, 'k_avg': 5.0285714285714285, 'intersection_count': 357, 'streets_per_node_avg': 2.6505494505494505, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 320, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2153846153846154, 2: 0.0, 3: 0.7032967032967034, 4: 0.08131868131868132}, 'edge_length_total': 121462.08500000014, 'edge_length_avg': 106.17315122377634, 'street_length_total': 63891.91599999999, 'street_length_avg': 108.84483134582622, 'street_segments_count': 587, 'node_density_km': 50.434696522275026, 'intersection_density_km': 39.57183880978502, 'edge_density_km': 13463.523947116002, 'street_density_km': 7082.130535575137, 'circuity_avg': 1.1158935092626174, 'self_loop_proportion': 0.006993006993006993, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1158935092626174\n", - "7584\n", - "106188083.45008925\n", - "{'n': 7969, 'm': 22115, 'k_avg': 5.550257246831472, 'intersection_count': 6577, 'streets_per_node_avg': 2.821934998117706, 'streets_per_node_counts': {0: 0, 1: 1392, 2: 3, 3: 5230, 4: 1321, 5: 22, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17467687288241937, 2: 0.00037645877776383487, 3: 0.6562931359016188, 4: 0.16576734847534194, 5: 0.0027606977036014556, 6: 0.00012548625925461163}, 'edge_length_total': 1943417.8539999994, 'edge_length_avg': 87.87781388198053, 'street_length_total': 977638.8040000019, 'street_length_avg': 87.55497080422728, 'street_segments_count': 11166, 'node_density_km': 75.04608559721869, 'intersection_density_km': 61.93727004303016, 'edge_density_km': 18301.656747703226, 'street_density_km': 9206.671523170618, 'circuity_avg': 1.069672687413918, 'self_loop_proportion': 0.0022609088853719197, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.069672687413918\n", - "7585\n", - "9022737.322133886\n", - "{'n': 628, 'm': 1771, 'k_avg': 5.640127388535032, 'intersection_count': 523, 'streets_per_node_avg': 2.8837579617834397, 'streets_per_node_counts': {0: 0, 1: 105, 2: 2, 3: 385, 4: 133, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16719745222929935, 2: 0.0031847133757961785, 3: 0.6130573248407644, 4: 0.21178343949044587, 5: 0.004777070063694267}, 'edge_length_total': 170927.79199999975, 'edge_length_avg': 96.51484584980223, 'street_length_total': 85965.84299999995, 'street_length_avg': 96.37426345291475, 'street_segments_count': 892, 'node_density_km': 69.60193759153762, 'intersection_density_km': 57.96467095600984, 'edge_density_km': 18944.117056438386, 'street_density_km': 9527.689871799234, 'circuity_avg': 1.0665822752444976, 'self_loop_proportion': 0.0033879164313946925, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0665822752444976\n", - "7586\n", - "9010327.345234279\n", - "{'n': 446, 'm': 1149, 'k_avg': 5.1524663677130045, 'intersection_count': 342, 'streets_per_node_avg': 2.663677130044843, 'streets_per_node_counts': {0: 0, 1: 104, 2: 0, 3: 285, 4: 56, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23318385650224216, 2: 0.0, 3: 0.6390134529147982, 4: 0.12556053811659193, 5: 0.002242152466367713}, 'edge_length_total': 139399.5859999998, 'edge_length_avg': 121.32252915578748, 'street_length_total': 70032.91399999998, 'street_length_avg': 121.16421107266432, 'street_segments_count': 578, 'node_density_km': 49.498756583566, 'intersection_density_km': 37.95644563134433, 'edge_density_km': 15471.090079066962, 'street_density_km': 7772.5160603672875, 'circuity_avg': 1.0856873166243817, 'self_loop_proportion': 0.005221932114882507, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0856873166243817\n", - "7587\n", - "9010410.010083538\n", - "{'n': 376, 'm': 1022, 'k_avg': 5.4361702127659575, 'intersection_count': 309, 'streets_per_node_avg': 2.8058510638297873, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 249, 4: 59, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17819148936170212, 2: 0.0, 3: 0.6622340425531915, 4: 0.15691489361702127, 5: 0.0026595744680851063}, 'edge_length_total': 145239.21799999973, 'edge_length_avg': 142.11273776907998, 'street_length_total': 72778.99799999996, 'street_length_avg': 142.14648046874993, 'street_segments_count': 512, 'node_density_km': 41.729510597100344, 'intersection_density_km': 34.293666953468104, 'edge_density_km': 16119.046507036051, 'street_density_km': 8077.212681615274, 'circuity_avg': 1.0719319704870183, 'self_loop_proportion': 0.0019569471624266144, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0719319704870183\n", - "7588\n", - "12029199.455747709\n", - "{'n': 989, 'm': 2565, 'k_avg': 5.187057633973711, 'intersection_count': 757, 'streets_per_node_avg': 2.65520728008089, 'streets_per_node_counts': {0: 0, 1: 232, 2: 0, 3: 641, 4: 110, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2345803842264914, 2: 0.0, 3: 0.6481294236602629, 4: 0.11122345803842265, 5: 0.005055611729019211, 6: 0.0010111223458038423}, 'edge_length_total': 224597.50600000002, 'edge_length_avg': 87.56238050682262, 'street_length_total': 112413.44999999991, 'street_length_avg': 87.48128404669254, 'street_segments_count': 1285, 'node_density_km': 82.21660997793522, 'intersection_density_km': 62.930206019511594, 'edge_density_km': 18671.026848148602, 'street_density_km': 9345.048306293342, 'circuity_avg': 1.0424546677010331, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0424546677010331\n", - "7589\n", - "7008084.344479437\n", - "{'n': 233, 'm': 606, 'k_avg': 5.201716738197425, 'intersection_count': 183, 'streets_per_node_avg': 2.6909871244635193, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 155, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2145922746781116, 2: 0.0, 3: 0.6652360515021459, 4: 0.12017167381974249}, 'edge_length_total': 91418.67000000003, 'edge_length_avg': 150.85589108910895, 'street_length_total': 45709.33500000001, 'street_length_avg': 150.85589108910892, 'street_segments_count': 303, 'node_density_km': 33.24731674834135, 'intersection_density_km': 26.112699420371104, 'edge_density_km': 13044.744541639879, 'street_density_km': 6522.372270819938, 'circuity_avg': 1.0646675910599068, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0646675910599068\n", - "7590\n", - "13034112.986698199\n", - "{'n': 845, 'm': 2557, 'k_avg': 6.05207100591716, 'intersection_count': 761, 'streets_per_node_avg': 3.0923076923076924, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 519, 4: 238, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09940828402366864, 2: 0.0, 3: 0.6142011834319526, 4: 0.2816568047337278, 5: 0.004733727810650888}, 'edge_length_total': 259229.01700000025, 'edge_length_avg': 101.38013961673846, 'street_length_total': 129815.91899999975, 'street_length_avg': 101.33951522248223, 'street_segments_count': 1281, 'node_density_km': 64.82988147044253, 'intersection_density_km': 58.38525420000801, 'edge_density_km': 19888.504669596863, 'street_density_km': 9959.70490147521, 'circuity_avg': 1.0359477465119384, 'self_loop_proportion': 0.003128666405944466, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0359477465119384\n", - "7591\n", - "10012556.212225653\n", - "{'n': 286, 'm': 754, 'k_avg': 5.2727272727272725, 'intersection_count': 229, 'streets_per_node_avg': 2.702797202797203, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 200, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1993006993006993, 2: 0.0, 3: 0.6993006993006993, 4: 0.10139860139860139}, 'edge_length_total': 106679.08800000013, 'edge_length_avg': 141.48420159151212, 'street_length_total': 53339.543999999965, 'street_length_avg': 141.48420159151183, 'street_segments_count': 377, 'node_density_km': 28.564134266810385, 'intersection_density_km': 22.871282332516007, 'edge_density_km': 10654.530745080016, 'street_density_km': 5327.265372539998, 'circuity_avg': 1.0932218513706442, 'self_loop_proportion': 0.005305039787798408, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0932218513706442\n", - "7592\n", - "7016090.462896733\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 423, 'm': 1178, 'k_avg': 5.569739952718676, 'intersection_count': 352, 'streets_per_node_avg': 2.8652482269503547, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 267, 4: 85}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16784869976359337, 2: 0.0, 3: 0.6312056737588653, 4: 0.20094562647754138}, 'edge_length_total': 127801.11399999968, 'edge_length_avg': 108.48991001697766, 'street_length_total': 63900.557000000066, 'street_length_avg': 108.48991001697804, 'street_segments_count': 589, 'node_density_km': 60.28998660107869, 'intersection_density_km': 50.17039074132317, 'edge_density_km': 18215.431325444235, 'street_density_km': 9107.715662722148, 'circuity_avg': 1.0404004562228772, 'self_loop_proportion': 0.003395585738539898, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0404004562228772\n", - "7593\n", - "13026304.359614888\n", - "{'n': 1176, 'm': 3124, 'k_avg': 5.312925170068027, 'intersection_count': 946, 'streets_per_node_avg': 2.7100340136054424, 'streets_per_node_counts': {0: 0, 1: 230, 2: 0, 3: 831, 4: 111, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.195578231292517, 2: 0.0, 3: 0.7066326530612245, 4: 0.09438775510204081, 5: 0.003401360544217687}, 'edge_length_total': 245516.64199999985, 'edge_length_avg': 78.59047439180533, 'street_length_total': 122800.93500000004, 'street_length_avg': 78.5674568138196, 'street_segments_count': 1563, 'node_density_km': 90.27886709341155, 'intersection_density_km': 72.6222859441899, 'edge_density_km': 18847.758751988684, 'street_density_km': 9427.15075664258, 'circuity_avg': 1.0624402240379383, 'self_loop_proportion': 0.0012804097311139564, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0624402240379383\n", - "7594\n", - "77202428.2852688\n", - "{'n': 11735, 'm': 33229, 'k_avg': 5.6632296548785686, 'intersection_count': 9892, 'streets_per_node_avg': 2.916318704729442, 'streets_per_node_counts': {0: 0, 1: 1843, 2: 7, 3: 7231, 4: 2599, 5: 53, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15705155517682148, 2: 0.0005965061780997018, 3: 0.6161908819769919, 4: 0.22147422241158926, 5: 0.004516403919897742, 6: 0.00017043033659991478}, 'edge_length_total': 2176635.441000006, 'edge_length_avg': 65.50409103493955, 'street_length_total': 1109290.260999997, 'street_length_avg': 65.16803319233914, 'street_segments_count': 17022, 'node_density_km': 152.00299084684605, 'intersection_density_km': 128.1306847428207, 'edge_density_km': 28193.8727750528, 'street_density_km': 14368.592875098251, 'circuity_avg': 1.072602083817939, 'self_loop_proportion': 0.0019862168587679438, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.072602083817939\n", - "7595\n", - "8012502.429828513\n", - "{'n': 536, 'm': 1496, 'k_avg': 5.582089552238806, 'intersection_count': 447, 'streets_per_node_avg': 2.860074626865672, 'streets_per_node_counts': {0: 0, 1: 89, 2: 0, 3: 345, 4: 101, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.166044776119403, 2: 0.0, 3: 0.6436567164179104, 4: 0.1884328358208955, 5: 0.0018656716417910447}, 'edge_length_total': 145588.23399999997, 'edge_length_avg': 97.31833823529409, 'street_length_total': 72794.11700000006, 'street_length_avg': 97.31833823529419, 'street_segments_count': 748, 'node_density_km': 66.89545553266954, 'intersection_density_km': 55.78781459534195, 'edge_density_km': 18170.132898557622, 'street_density_km': 9085.06644927882, 'circuity_avg': 1.0577380083589807, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0577380083589807\n", - "7596\n", - "10018521.377481436\n", - "{'n': 678, 'm': 1747, 'k_avg': 5.153392330383481, 'intersection_count': 517, 'streets_per_node_avg': 2.6327433628318584, 'streets_per_node_counts': {0: 0, 1: 161, 2: 0, 3: 449, 4: 63, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2374631268436578, 2: 0.0, 3: 0.6622418879056047, 4: 0.09292035398230089, 5: 0.007374631268436578}, 'edge_length_total': 152900.24499999973, 'edge_length_avg': 87.52160560961633, 'street_length_total': 77373.23399999992, 'street_length_avg': 87.62540656851634, 'street_segments_count': 883, 'node_density_km': 67.67465721278353, 'intersection_density_km': 51.60442150296325, 'edge_density_km': 15261.75762260413, 'street_density_km': 7723.019304416641, 'circuity_avg': 1.0986976525213936, 'self_loop_proportion': 0.0022896393817973667, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0986976525213936\n", - "7597\n", - "24027859.697136167\n", - "{'n': 1522, 'm': 4269, 'k_avg': 5.609724047306176, 'intersection_count': 1276, 'streets_per_node_avg': 2.8554533508541393, 'streets_per_node_counts': {0: 0, 1: 246, 2: 0, 3: 1005, 4: 270, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1616294349540079, 2: 0.0, 3: 0.6603153745072273, 4: 0.1773981603153745, 5: 0.000657030223390276}, 'edge_length_total': 435522.4650000006, 'edge_length_avg': 102.0197856640901, 'street_length_total': 218068.47400000007, 'street_length_avg': 101.90115607476639, 'street_segments_count': 2140, 'node_density_km': 63.343136641562964, 'intersection_density_km': 53.10502125797263, 'edge_density_km': 18125.728653722315, 'street_density_km': 9075.651212745812, 'circuity_avg': 1.0428428085462986, 'self_loop_proportion': 0.0018739751698289998, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0428428085462986\n", - "7598\n", - "10021741.109856728\n", - "{'n': 618, 'm': 1650, 'k_avg': 5.339805825242719, 'intersection_count': 474, 'streets_per_node_avg': 2.7233009708737863, 'streets_per_node_counts': {0: 0, 1: 144, 2: 0, 3: 362, 4: 108, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23300970873786409, 2: 0.0, 3: 0.5857605177993528, 4: 0.17475728155339806, 5: 0.0048543689320388345, 6: 0.0016181229773462784}, 'edge_length_total': 152512.36200000002, 'edge_length_avg': 92.43173454545456, 'street_length_total': 76256.18100000004, 'street_length_avg': 92.43173454545459, 'street_segments_count': 825, 'node_density_km': 61.66593142105573, 'intersection_density_km': 47.29717070158644, 'edge_density_km': 15218.150252354737, 'street_density_km': 7609.075126177372, 'circuity_avg': 1.0542391226577814, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0542391226577814\n", - "7599\n", - "7008538.538631885\n", - "{'n': 164, 'm': 437, 'k_avg': 5.329268292682927, 'intersection_count': 137, 'streets_per_node_avg': 2.841463414634146, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 109, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16463414634146342, 2: 0.0, 3: 0.6646341463414634, 4: 0.17073170731707318}, 'edge_length_total': 76342.95300000001, 'edge_length_avg': 174.6978329519451, 'street_length_total': 38215.670000000035, 'street_length_avg': 174.50077625570793, 'street_segments_count': 219, 'node_density_km': 23.400028279221523, 'intersection_density_km': 19.547584599105782, 'edge_density_km': 10892.849140971219, 'street_density_km': 5452.730236032917, 'circuity_avg': 1.0188200532506684, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0188200532506684\n", - "7600\n", - "11020557.696287647\n", - "{'n': 1244, 'm': 3533, 'k_avg': 5.680064308681672, 'intersection_count': 1015, 'streets_per_node_avg': 2.8834405144694535, 'streets_per_node_counts': {0: 0, 1: 229, 2: 0, 3: 711, 4: 297, 5: 5, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18408360128617363, 2: 0.0, 3: 0.5715434083601286, 4: 0.2387459807073955, 5: 0.0040192926045016075, 6: 0.001607717041800643}, 'edge_length_total': 284185.00100000045, 'edge_length_avg': 80.43730568921609, 'street_length_total': 142722.5539999999, 'street_length_avg': 80.36179842342337, 'street_segments_count': 1776, 'node_density_km': 112.87994984310552, 'intersection_density_km': 92.100602162984, 'edge_density_km': 25786.807603732268, 'street_density_km': 12950.574547427577, 'circuity_avg': 1.0668069232337734, 'self_loop_proportion': 0.0016982734220209455, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0668069232337734\n", - "7601\n", - "7014373.761904545\n", - "{'n': 335, 'm': 864, 'k_avg': 5.158208955223881, 'intersection_count': 271, 'streets_per_node_avg': 2.6865671641791047, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 248, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.191044776119403, 2: 0.0, 3: 0.7402985074626866, 4: 0.06865671641791045}, 'edge_length_total': 91726.1100000002, 'edge_length_avg': 106.16447916666691, 'street_length_total': 45997.227000000006, 'street_length_avg': 106.22916166281756, 'street_segments_count': 433, 'node_density_km': 47.75907463320585, 'intersection_density_km': 38.63495291223518, 'edge_density_km': 13076.878009861668, 'street_density_km': 6557.567155861228, 'circuity_avg': 1.0614745045257223, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0614745045257223\n", - "7602\n", - "8017621.104187989\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 629, 'm': 1781, 'k_avg': 5.66295707472178, 'intersection_count': 545, 'streets_per_node_avg': 2.901430842607313, 'streets_per_node_counts': {0: 0, 1: 84, 2: 1, 3: 438, 4: 105, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13354531001589826, 2: 0.001589825119236884, 3: 0.6963434022257552, 4: 0.1669316375198728, 5: 0.001589825119236884}, 'edge_length_total': 163224.35899999973, 'edge_length_avg': 91.64759067939345, 'street_length_total': 81758.85700000003, 'street_length_avg': 91.65791143497762, 'street_segments_count': 892, 'node_density_km': 78.45219820520617, 'intersection_density_km': 67.97527507446321, 'edge_density_km': 20358.203122711777, 'street_density_km': 10197.395952933402, 'circuity_avg': 1.0460554889867377, 'self_loop_proportion': 0.0022459292532285235, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0460554889867377\n", - "7603\n", - "13010756.716356168\n", - "{'n': 445, 'm': 1210, 'k_avg': 5.438202247191011, 'intersection_count': 372, 'streets_per_node_avg': 2.8, 'streets_per_node_counts': {0: 0, 1: 73, 2: 0, 3: 318, 4: 51, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16404494382022472, 2: 0.0, 3: 0.7146067415730337, 4: 0.1146067415730337, 5: 0.006741573033707865}, 'edge_length_total': 161508.7360000001, 'edge_length_avg': 133.47829421487612, 'street_length_total': 80754.36799999997, 'street_length_avg': 133.478294214876, 'street_segments_count': 605, 'node_density_km': 34.20246874961382, 'intersection_density_km': 28.591726685070434, 'edge_density_km': 12413.477518718275, 'street_density_km': 6206.738759359132, 'circuity_avg': 1.0581406308121144, 'self_loop_proportion': 0.003305785123966942, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0581406308121144\n", - "7604\n", - "55119648.50432501\n", - "{'n': 5210, 'm': 15020, 'k_avg': 5.765834932821497, 'intersection_count': 4493, 'streets_per_node_avg': 2.995585412667946, 'streets_per_node_counts': {0: 0, 1: 717, 2: 7, 3: 3101, 4: 1356, 5: 27, 6: 1, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13761996161228407, 2: 0.001343570057581574, 3: 0.5952015355086372, 4: 0.2602687140115163, 5: 0.005182341650671785, 6: 0.00019193857965451057, 7: 0.0, 8: 0.00019193857965451057}, 'edge_length_total': 1204639.2749999973, 'edge_length_avg': 80.2023485352861, 'street_length_total': 614818.5710000013, 'street_length_avg': 79.47499625129282, 'street_segments_count': 7736, 'node_density_km': 94.52164774946257, 'intersection_density_km': 81.5135822146517, 'edge_density_km': 21854.988333343135, 'street_density_km': 11154.254203049917, 'circuity_avg': 1.0668503587238487, 'self_loop_proportion': 0.0013315579227696406, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0668503587238487\n", - "7605\n", - "18035034.227037944\n", - "{'n': 996, 'm': 2737, 'k_avg': 5.495983935742972, 'intersection_count': 790, 'streets_per_node_avg': 2.8062248995983934, 'streets_per_node_counts': {0: 0, 1: 206, 2: 0, 3: 580, 4: 203, 5: 5, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20682730923694778, 2: 0.0, 3: 0.5823293172690763, 4: 0.20381526104417672, 5: 0.0050200803212851405, 6: 0.002008032128514056}, 'edge_length_total': 314644.5970000002, 'edge_length_avg': 114.95966276945568, 'street_length_total': 157799.2080000001, 'street_length_avg': 114.01676878612724, 'street_segments_count': 1384, 'node_density_km': 55.225844734289815, 'intersection_density_km': 43.80363186755919, 'edge_density_km': 17446.298855828514, 'street_density_km': 8749.592931929627, 'circuity_avg': 1.0480654851993272, 'self_loop_proportion': 0.0014614541468761417, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0480654851993272\n", - "7606\n", - "10006467.24580705\n", - "{'n': 927, 'm': 2611, 'k_avg': 5.633225458468177, 'intersection_count': 784, 'streets_per_node_avg': 2.924487594390507, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 571, 4: 210, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15426105717367852, 2: 0.0, 3: 0.61596548004315, 4: 0.22653721682847897, 5: 0.003236245954692557}, 'edge_length_total': 238699.25400000054, 'edge_length_avg': 91.42062581386463, 'street_length_total': 120993.30099999995, 'street_length_avg': 91.66159166666662, 'street_segments_count': 1320, 'node_density_km': 92.64008737833377, 'intersection_density_km': 78.34932956269004, 'edge_density_km': 23854.498109712124, 'street_density_km': 12091.510223120857, 'circuity_avg': 1.0612074892017895, 'self_loop_proportion': 0.008425890463423975, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0612074892017895\n", - "7607\n", - "7018747.184165173\n", - "{'n': 355, 'm': 959, 'k_avg': 5.402816901408451, 'intersection_count': 292, 'streets_per_node_avg': 2.808450704225352, 'streets_per_node_counts': {0: 0, 1: 63, 2: 0, 3: 234, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17746478873239438, 2: 0.0, 3: 0.6591549295774648, 4: 0.16338028169014085}, 'edge_length_total': 101354.7869999999, 'edge_length_avg': 105.68799478623555, 'street_length_total': 51211.49999999999, 'street_length_avg': 105.1570841889117, 'street_segments_count': 487, 'node_density_km': 50.57882705918044, 'intersection_density_km': 41.60286620079067, 'edge_density_km': 14440.580967022717, 'street_density_km': 7296.387611102025, 'circuity_avg': 1.0634166422958782, 'self_loop_proportion': 0.004171011470281543, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0634166422958782\n", - "7608\n", - "41083908.332460806\n", - "{'n': 1119, 'm': 3047, 'k_avg': 5.445933869526363, 'intersection_count': 932, 'streets_per_node_avg': 2.7971403038427165, 'streets_per_node_counts': {0: 0, 1: 187, 2: 0, 3: 787, 4: 143, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1671134941912422, 2: 0.0, 3: 0.7033065236818588, 4: 0.12779267202859695, 5: 0.0017873100983020554}, 'edge_length_total': 327462.135, 'edge_length_avg': 107.47034296028882, 'street_length_total': 165038.4039999996, 'street_length_avg': 106.95943227478911, 'street_segments_count': 1543, 'node_density_km': 27.236941309107802, 'intersection_density_km': 22.68528087586101, 'edge_density_km': 7970.569215326305, 'street_density_km': 4017.1057403903587, 'circuity_avg': 1.078632219397313, 'self_loop_proportion': 0.0013127666557269445, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.078632219397313\n", - "7609\n", - "19043631.367574465\n", - "{'n': 2024, 'm': 5644, 'k_avg': 5.5770750988142295, 'intersection_count': 1703, 'streets_per_node_avg': 2.852272727272727, 'streets_per_node_counts': {0: 0, 1: 321, 2: 0, 3: 1363, 4: 337, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15859683794466403, 2: 0.0, 3: 0.6734189723320159, 4: 0.166501976284585, 5: 0.0014822134387351778}, 'edge_length_total': 474139.58799999853, 'edge_length_avg': 84.007722891566, 'street_length_total': 238398.16899999938, 'street_length_avg': 83.73662416578833, 'street_segments_count': 2847, 'node_density_km': 106.28225052950033, 'intersection_density_km': 89.42622166587898, 'edge_density_km': 24897.54074988632, 'street_density_km': 12518.524665727318, 'circuity_avg': 1.0654780563294837, 'self_loop_proportion': 0.001417434443656981, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0654780563294837\n", - "7610\n", - "19020656.434593562\n", - "{'n': 914, 'm': 2684, 'k_avg': 5.87308533916849, 'intersection_count': 800, 'streets_per_node_avg': 3.0306345733041575, 'streets_per_node_counts': {0: 0, 1: 114, 2: 1, 3: 543, 4: 255, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12472647702407003, 2: 0.0010940919037199124, 3: 0.5940919037199125, 4: 0.2789934354485777, 5: 0.0010940919037199124}, 'edge_length_total': 320996.66500000097, 'edge_length_avg': 119.59637295082003, 'street_length_total': 162277.53500000012, 'street_length_avg': 119.3217169117648, 'street_segments_count': 1360, 'node_density_km': 48.053020837791635, 'intersection_density_km': 42.05953683832966, 'edge_density_km': 16876.213820685633, 'street_density_km': 8531.647451707295, 'circuity_avg': 1.046996076850128, 'self_loop_proportion': 0.0022354694485842027, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.046996076850128\n", - "7611\n", - "31057535.99335356\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3325, 'm': 9507, 'k_avg': 5.718496240601504, 'intersection_count': 2850, 'streets_per_node_avg': 2.8932330827067667, 'streets_per_node_counts': {0: 0, 1: 475, 2: 2, 3: 2269, 4: 563, 5: 14, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0006015037593984962, 3: 0.682406015037594, 4: 0.16932330827067668, 5: 0.004210526315789474, 6: 0.0006015037593984962}, 'edge_length_total': 688280.8910000017, 'edge_length_avg': 72.39727474492497, 'street_length_total': 345633.7700000006, 'street_length_avg': 72.2327628004181, 'street_segments_count': 4785, 'node_density_km': 107.05936236253783, 'intersection_density_km': 91.76516773931813, 'edge_density_km': 22161.477689257015, 'street_density_km': 11128.821361551916, 'circuity_avg': 1.0671542677510428, 'self_loop_proportion': 0.0018933417481855476, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0671542677510428\n", - "7612\n", - "8017011.839338677\n", - "{'n': 382, 'm': 1109, 'k_avg': 5.806282722513089, 'intersection_count': 325, 'streets_per_node_avg': 3.031413612565445, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 200, 4: 124, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14921465968586387, 2: 0.0, 3: 0.5235602094240838, 4: 0.32460732984293195, 5: 0.002617801047120419}, 'edge_length_total': 140884.99399999995, 'edge_length_avg': 127.03786654643818, 'street_length_total': 71378.68000000002, 'street_length_avg': 125.44583479789108, 'street_segments_count': 569, 'node_density_km': 47.64867604729784, 'intersection_density_km': 40.53879506641832, 'edge_density_km': 17573.255075998684, 'street_density_km': 8903.402094250623, 'circuity_avg': 1.0496290637279986, 'self_loop_proportion': 0.0018034265103697023, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0496290637279986\n", - "7613\n", - "8008647.756987863\n", - "{'n': 277, 'm': 840, 'k_avg': 6.064981949458484, 'intersection_count': 252, 'streets_per_node_avg': 3.083032490974729, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 181, 4: 70, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09025270758122744, 2: 0.0, 3: 0.6534296028880866, 4: 0.2527075812274368, 5: 0.0, 6: 0.0036101083032490976}, 'edge_length_total': 105257.806, 'edge_length_avg': 125.3069119047619, 'street_length_total': 52628.90300000001, 'street_length_avg': 125.30691190476193, 'street_segments_count': 420, 'node_density_km': 34.587611842249714, 'intersection_density_km': 31.46598622471815, 'edge_density_km': 13143.018546190697, 'street_density_km': 6571.50927309535, 'circuity_avg': 1.0474850033945733, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0474850033945733\n", - "7614\n", - "10021350.162345449\n", - "{'n': 859, 'm': 2312, 'k_avg': 5.383003492433062, 'intersection_count': 680, 'streets_per_node_avg': 2.738067520372526, 'streets_per_node_counts': {0: 0, 1: 179, 2: 0, 3: 549, 4: 129, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20838183934807916, 2: 0.0, 3: 0.6391152502910361, 4: 0.15017462165308498, 5: 0.002328288707799767}, 'edge_length_total': 201577.97499999995, 'edge_length_avg': 87.18770544982696, 'street_length_total': 100877.1989999999, 'street_length_avg': 87.18859031979248, 'street_segments_count': 1157, 'node_density_km': 85.71699282873428, 'intersection_density_km': 67.85512819969652, 'edge_density_km': 20114.851964500318, 'street_density_km': 10066.22833907543, 'circuity_avg': 1.083869737113381, 'self_loop_proportion': 0.0034602076124567475, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.083869737113381\n", - "7615\n", - "6004312.453267085\n", - "{'n': 192, 'm': 560, 'k_avg': 5.833333333333333, 'intersection_count': 166, 'streets_per_node_avg': 3.0364583333333335, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 107, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13541666666666666, 2: 0.0, 3: 0.5572916666666666, 4: 0.3072916666666667}, 'edge_length_total': 88539.72600000001, 'edge_length_avg': 158.10665357142858, 'street_length_total': 44269.86299999997, 'street_length_avg': 158.10665357142847, 'street_segments_count': 280, 'node_density_km': 31.97701676826101, 'intersection_density_km': 27.646795747558997, 'edge_density_km': 14746.022411246018, 'street_density_km': 7373.011205623004, 'circuity_avg': 1.0453891459548552, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0453891459548552\n", - "7616\n", - "48110253.52276241\n", - "{'n': 3293, 'm': 9229, 'k_avg': 5.605223200728819, 'intersection_count': 2744, 'streets_per_node_avg': 2.878833890069845, 'streets_per_node_counts': {0: 0, 1: 549, 2: 2, 3: 2063, 4: 657, 5: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16671727907682965, 2: 0.0006073489219556636, 3: 0.626480412997267, 4: 0.19951412086243547, 5: 0.006680838141512299}, 'edge_length_total': 972903.4639999995, 'edge_length_avg': 105.41808039874303, 'street_length_total': 490411.6830000005, 'street_length_avg': 105.05820115681244, 'street_segments_count': 4668, 'node_density_km': 68.44694756060643, 'intersection_density_km': 57.03565870218769, 'edge_density_km': 20222.37242087468, 'street_density_km': 10193.496127971388, 'circuity_avg': 1.0639418783251284, 'self_loop_proportion': 0.0023837902264600714, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0639418783251284\n", - "7617\n", - "10007264.447133899\n", - "{'n': 977, 'm': 2693, 'k_avg': 5.512794268167861, 'intersection_count': 851, 'streets_per_node_avg': 2.86489252814739, 'streets_per_node_counts': {0: 0, 1: 126, 2: 0, 3: 735, 4: 112, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12896622313203684, 2: 0.0, 3: 0.7523029682702149, 4: 0.11463664278403275, 5: 0.0040941658137154556}, 'edge_length_total': 226927.1880000003, 'edge_length_avg': 84.26557296695147, 'street_length_total': 114626.17700000005, 'street_length_avg': 83.5467762390671, 'street_segments_count': 1372, 'node_density_km': 97.62907787250639, 'intersection_density_km': 85.03822443142573, 'edge_density_km': 22676.245761147315, 'street_density_km': 11454.296786653742, 'circuity_avg': 1.0870095998467533, 'self_loop_proportion': 0.003713330857779428, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0870095998467533\n", - "7618\n", - "36071649.514695235\n", - "{'n': 3070, 'm': 7981, 'k_avg': 5.199348534201954, 'intersection_count': 2373, 'streets_per_node_avg': 2.690228013029316, 'streets_per_node_counts': {0: 0, 1: 697, 2: 3, 3: 1942, 4: 410, 5: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22703583061889251, 2: 0.000977198697068404, 3: 0.6325732899022801, 4: 0.13355048859934854, 5: 0.005863192182410423}, 'edge_length_total': 700273.5529999981, 'edge_length_avg': 87.74258275905251, 'street_length_total': 354512.1539999999, 'street_length_avg': 87.27527178729687, 'street_segments_count': 4062, 'node_density_km': 85.1083895885968, 'intersection_density_km': 65.78573566571342, 'edge_density_km': 19413.405331372873, 'street_density_km': 9827.999516783262, 'circuity_avg': 1.0910912816690506, 'self_loop_proportion': 0.0020047613081067535, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0910912816690506\n", - "7619\n", - "10012650.638333157\n", - "{'n': 296, 'm': 836, 'k_avg': 5.648648648648648, 'intersection_count': 255, 'streets_per_node_avg': 2.9121621621621623, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 199, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13851351351351351, 2: 0.0, 3: 0.6722972972972973, 4: 0.1891891891891892}, 'edge_length_total': 129735.68800000008, 'edge_length_avg': 155.18622966507186, 'street_length_total': 64867.844, 'street_length_avg': 155.18622966507178, 'street_segments_count': 418, 'node_density_km': 29.56260142212215, 'intersection_density_km': 25.46778163054442, 'edge_density_km': 12957.177143813506, 'street_density_km': 6478.588571906749, 'circuity_avg': 1.046621192506479, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.046621192506479\n", - "7620\n", - "10018303.411806691\n", - "{'n': 1318, 'm': 3487, 'k_avg': 5.291350531107739, 'intersection_count': 1033, 'streets_per_node_avg': 2.7033383915022764, 'streets_per_node_counts': {0: 0, 1: 285, 2: 0, 3: 857, 4: 173, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21623672230652505, 2: 0.0, 3: 0.650227617602428, 4: 0.13125948406676782, 5: 0.002276176024279211}, 'edge_length_total': 280652.06199999945, 'edge_length_avg': 80.48524863779738, 'street_length_total': 140462.19400000034, 'street_length_avg': 80.49409398280822, 'street_segments_count': 1745, 'node_density_km': 131.55920177529472, 'intersection_density_km': 103.11127119414222, 'edge_density_km': 28013.931148186988, 'street_density_km': 14020.556997152227, 'circuity_avg': 1.0538541321037918, 'self_loop_proportion': 0.0017206767995411529, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0538541321037918\n", - "7621\n", - "6008392.45445771\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 352, 'm': 960, 'k_avg': 5.454545454545454, 'intersection_count': 288, 'streets_per_node_avg': 2.7926136363636362, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 233, 4: 55}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.6619318181818182, 4: 0.15625}, 'edge_length_total': 104796.11400000002, 'edge_length_avg': 109.16261875000002, 'street_length_total': 52398.057, 'street_length_avg': 109.16261875000001, 'street_segments_count': 480, 'node_density_km': 58.58472173182468, 'intersection_density_km': 47.93295414422019, 'edge_density_km': 17441.62266268914, 'street_density_km': 8720.811331344568, 'circuity_avg': 1.0354151847589923, 'self_loop_proportion': 0.0020833333333333333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0354151847589923\n", - "7622\n", - "8014353.350716262\n", - "{'n': 918, 'm': 2476, 'k_avg': 5.394335511982571, 'intersection_count': 741, 'streets_per_node_avg': 2.766884531590414, 'streets_per_node_counts': {0: 0, 1: 177, 2: 0, 3: 606, 4: 130, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19281045751633988, 2: 0.0, 3: 0.6601307189542484, 4: 0.14161220043572983, 5: 0.0054466230936819175}, 'edge_length_total': 200749.19700000033, 'edge_length_avg': 81.0780278675284, 'street_length_total': 100463.41599999984, 'street_length_avg': 81.08427441485055, 'street_segments_count': 1239, 'node_density_km': 114.54448784916079, 'intersection_density_km': 92.45911274098926, 'edge_density_km': 25048.708013611464, 'street_density_km': 12535.436310781228, 'circuity_avg': 1.0613719842424232, 'self_loop_proportion': 0.004038772213247173, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0613719842424232\n", - "7623\n", - "42094717.69613434\n", - "{'n': 3927, 'm': 10636, 'k_avg': 5.41685765215177, 'intersection_count': 3200, 'streets_per_node_avg': 2.810542398777693, 'streets_per_node_counts': {0: 0, 1: 727, 2: 4, 3: 2508, 4: 666, 5: 19, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18512859689330277, 2: 0.0010185892538833714, 3: 0.6386554621848739, 4: 0.16959511077158135, 5: 0.004838298955946015, 6: 0.0005092946269416857, 7: 0.00025464731347084286}, 'edge_length_total': 850921.5109999987, 'edge_length_avg': 80.0039028770213, 'street_length_total': 438497.0110000011, 'street_length_avg': 80.22265111598996, 'street_segments_count': 5466, 'node_density_km': 93.28961482406203, 'intersection_density_km': 76.01903932696676, 'edge_density_km': 20214.44869027215, 'street_density_km': 10416.912976239519, 'circuity_avg': 1.0772265540280856, 'self_loop_proportion': 0.004701015419330576, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0772265540280856\n", - "7624\n", - "17026881.726350293\n", - "{'n': 841, 'm': 2367, 'k_avg': 5.629013079667063, 'intersection_count': 700, 'streets_per_node_avg': 2.882282996432818, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 521, 4: 175, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16765755053507728, 2: 0.0, 3: 0.619500594530321, 4: 0.2080856123662307, 5: 0.0047562425683709865}, 'edge_length_total': 282181.47899999964, 'edge_length_avg': 119.21482002534839, 'street_length_total': 142156.28399999996, 'street_length_avg': 118.85976923076919, 'street_segments_count': 1196, 'node_density_km': 49.39248498440519, 'intersection_density_km': 41.111461937079234, 'edge_density_km': 16572.704476081726, 'street_density_km': 8348.932369689463, 'circuity_avg': 1.0430461935073416, 'self_loop_proportion': 0.0008449514152936206, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0430461935073416\n", - "7625\n", - "10023350.792216873\n", - "{'n': 516, 'm': 1354, 'k_avg': 5.248062015503876, 'intersection_count': 409, 'streets_per_node_avg': 2.7228682170542635, 'streets_per_node_counts': {0: 0, 1: 107, 2: 0, 3: 339, 4: 69, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20736434108527133, 2: 0.0, 3: 0.6569767441860465, 4: 0.13372093023255813, 5: 0.001937984496124031}, 'edge_length_total': 146547.10299999992, 'edge_length_avg': 108.23272008862622, 'street_length_total': 73355.37500000001, 'street_length_avg': 107.87555147058826, 'street_segments_count': 680, 'node_density_km': 51.47979061060836, 'intersection_density_km': 40.80471775143182, 'edge_density_km': 14620.570110525681, 'street_density_km': 7318.44834333848, 'circuity_avg': 1.0614904300482082, 'self_loop_proportion': 0.0014771048744460858, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0614904300482082\n", - "7626\n", - "13026946.931752415\n", - "{'n': 1421, 'm': 3998, 'k_avg': 5.627023223082336, 'intersection_count': 1179, 'streets_per_node_avg': 2.8705137227304713, 'streets_per_node_counts': {0: 0, 1: 242, 2: 2, 3: 882, 4: 288, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17030260380014076, 2: 0.0014074595355383533, 3: 0.6206896551724138, 4: 0.20267417311752287, 5: 0.0049261083743842365}, 'edge_length_total': 314981.0970000003, 'edge_length_avg': 78.78466658329172, 'street_length_total': 158396.58000000002, 'street_length_avg': 78.4529866270431, 'street_segments_count': 2019, 'node_density_km': 109.08158353945514, 'intersection_density_km': 90.50470583604336, 'edge_density_km': 24179.19552832847, 'street_density_km': 12159.148327680501, 'circuity_avg': 1.0535819597944789, 'self_loop_proportion': 0.0030015007503751876, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0535819597944789\n", - "7627\n", - "12023948.857450694\n", - "{'n': 1934, 'm': 5302, 'k_avg': 5.482936918304033, 'intersection_count': 1572, 'streets_per_node_avg': 2.777145811789038, 'streets_per_node_counts': {0: 0, 1: 362, 2: 0, 3: 1286, 4: 280, 5: 5, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18717683557394002, 2: 0.0, 3: 0.6649431230610134, 4: 0.14477766287487073, 5: 0.0025853154084798345, 6: 0.000517063081695967}, 'edge_length_total': 324408.5560000011, 'edge_length_avg': 61.186072425500015, 'street_length_total': 162932.28100000013, 'street_length_avg': 61.25273721804516, 'street_segments_count': 2660, 'node_density_km': 160.84566084972892, 'intersection_density_km': 130.7390790360775, 'edge_density_km': 26980.200917852362, 'street_density_km': 13550.646541467815, 'circuity_avg': 1.0576754252483684, 'self_loop_proportion': 0.002640513013956997, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0576754252483684\n", - "7628\n", - "19008070.977309596\n", - "{'n': 1116, 'm': 3167, 'k_avg': 5.67562724014337, 'intersection_count': 965, 'streets_per_node_avg': 2.931899641577061, 'streets_per_node_counts': {0: 0, 1: 151, 2: 0, 3: 743, 4: 218, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13530465949820789, 2: 0.0, 3: 0.6657706093189965, 4: 0.1953405017921147, 5: 0.0035842293906810036}, 'edge_length_total': 348758.41299999953, 'edge_length_avg': 110.12264382696543, 'street_length_total': 175313.9589999999, 'street_length_avg': 110.05270495919642, 'street_segments_count': 1593, 'node_density_km': 58.71190197743878, 'intersection_density_km': 50.767908071889266, 'edge_density_km': 18347.911969411365, 'street_density_km': 9223.132595057989, 'circuity_avg': 1.0531726628400118, 'self_loop_proportion': 0.0006315124723713293, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0531726628400118\n", - "7629\n", - "9017788.307030797\n", - "{'n': 378, 'm': 1034, 'k_avg': 5.470899470899471, 'intersection_count': 319, 'streets_per_node_avg': 2.812169312169312, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 273, 4: 45, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15608465608465608, 2: 0.0, 3: 0.7222222222222222, 4: 0.11904761904761904, 5: 0.0026455026455026454}, 'edge_length_total': 115136.26199999993, 'edge_length_avg': 111.35035009671174, 'street_length_total': 57568.131000000016, 'street_length_avg': 111.35035009671184, 'street_segments_count': 517, 'node_density_km': 41.91715164851331, 'intersection_density_km': 35.374527449406735, 'edge_density_km': 12767.682948404648, 'street_density_km': 6383.84147420233, 'circuity_avg': 1.0368431505245708, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0368431505245708\n", - "7630\n", - "6003216.581571831\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 280, 'm': 834, 'k_avg': 5.957142857142857, 'intersection_count': 251, 'streets_per_node_avg': 3.032142857142857, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 185, 4: 65, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10357142857142858, 2: 0.0, 3: 0.6607142857142857, 4: 0.23214285714285715, 5: 0.0035714285714285713}, 'edge_length_total': 96187.24400000011, 'edge_length_avg': 115.33242685851332, 'street_length_total': 48093.62200000005, 'street_length_avg': 115.3324268585133, 'street_segments_count': 417, 'node_density_km': 46.64166221480671, 'intersection_density_km': 41.81091862827316, 'edge_density_km': 16022.617657218565, 'street_density_km': 8011.308828609282, 'circuity_avg': 1.0237439412381872, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0237439412381872\n", - "7631\n", - "17031794.776575617\n", - "{'n': 1197, 'm': 3112, 'k_avg': 5.199665831244778, 'intersection_count': 903, 'streets_per_node_avg': 2.636591478696742, 'streets_per_node_counts': {0: 0, 1: 294, 2: 0, 3: 753, 4: 147, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24561403508771928, 2: 0.0, 3: 0.6290726817042607, 4: 0.12280701754385964, 5: 0.002506265664160401}, 'edge_length_total': 257758.73800000094, 'edge_length_avg': 82.82735796915198, 'street_length_total': 128879.36900000002, 'street_length_avg': 82.82735796915168, 'street_segments_count': 1556, 'node_density_km': 70.28032075904726, 'intersection_density_km': 53.018487590158465, 'edge_density_km': 15133.97392237869, 'street_density_km': 7566.986961189318, 'circuity_avg': 1.071249432574916, 'self_loop_proportion': 0.0038560411311053984, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071249432574916\n", - "7632\n", - "50022405.24967716\n", - "{'n': 2171, 'm': 5933, 'k_avg': 5.4656840165822205, 'intersection_count': 1794, 'streets_per_node_avg': 2.8231229847996313, 'streets_per_node_counts': {0: 0, 1: 377, 2: 2, 3: 1424, 4: 364, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17365269461077845, 2: 0.0009212344541685859, 3: 0.6559189313680331, 4: 0.16766467065868262, 5: 0.0018424689083371719}, 'edge_length_total': 665693.5870000019, 'edge_length_avg': 112.20185184560962, 'street_length_total': 337453.53200000036, 'street_length_avg': 110.60423861029183, 'street_segments_count': 3051, 'node_density_km': 43.4005519959281, 'intersection_density_km': 35.86392919423999, 'edge_density_km': 13307.908399792477, 'street_density_km': 6746.047702337909, 'circuity_avg': 1.0750771851983767, 'self_loop_proportion': 0.002359683128265633, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0750771851983767\n", - "7633\n", - "36071967.26005403\n", - "{'n': 1989, 'm': 5492, 'k_avg': 5.522373051784816, 'intersection_count': 1672, 'streets_per_node_avg': 2.838612368024133, 'streets_per_node_counts': {0: 0, 1: 317, 2: 0, 3: 1364, 4: 303, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.159376571141277, 2: 0.0, 3: 0.685771744595274, 4: 0.15233785822021115, 5: 0.002513826043237808}, 'edge_length_total': 602086.592000002, 'edge_length_avg': 109.62975091041552, 'street_length_total': 301610.08800000104, 'street_length_avg': 109.51709803921607, 'street_segments_count': 2754, 'node_density_km': 55.13977060526476, 'intersection_density_km': 46.351783032681084, 'edge_density_km': 16691.260214874685, 'street_density_km': 8361.34291832769, 'circuity_avg': 1.06113030915212, 'self_loop_proportion': 0.004005826656955572, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.06113030915212\n", - "7634\n", - "10004160.201149773\n", - "{'n': 321, 'm': 864, 'k_avg': 5.383177570093458, 'intersection_count': 265, 'streets_per_node_avg': 2.8193146417445485, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 211, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17445482866043613, 2: 0.0, 3: 0.6573208722741433, 4: 0.16822429906542055}, 'edge_length_total': 143473.29800000004, 'edge_length_avg': 166.05705787037041, 'street_length_total': 72282.77, 'street_length_avg': 166.16728735632185, 'street_segments_count': 435, 'node_density_km': 32.08665130763376, 'intersection_density_km': 26.488980051473355, 'edge_density_km': 14341.363504306011, 'street_density_km': 7225.271141868818, 'circuity_avg': 1.045709431183536, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045709431183536\n", - "7635\n", - "7018413.928009926\n", - "{'n': 388, 'm': 1063, 'k_avg': 5.479381443298969, 'intersection_count': 327, 'streets_per_node_avg': 2.8530927835051547, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 266, 4: 59, 5: 1, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15721649484536082, 2: 0.0, 3: 0.6855670103092784, 4: 0.15206185567010308, 5: 0.002577319587628866, 6: 0.0, 7: 0.002577319587628866}, 'edge_length_total': 118651.32399999995, 'edge_length_avg': 111.61930761994351, 'street_length_total': 59599.565000000046, 'street_length_avg': 111.81907129455918, 'street_segments_count': 533, 'node_density_km': 55.283145733471656, 'intersection_density_km': 46.59172333722998, 'edge_density_km': 16905.717618972576, 'street_density_km': 8491.88514831577, 'circuity_avg': 1.052485688287919, 'self_loop_proportion': 0.005644402634054563, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052485688287919\n", - "7636\n", - "13014752.157973886\n", - "{'n': 483, 'm': 1386, 'k_avg': 5.739130434782608, 'intersection_count': 423, 'streets_per_node_avg': 2.960662525879917, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 325, 4: 96, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12422360248447205, 2: 0.0, 3: 0.6728778467908902, 4: 0.19875776397515527, 5: 0.002070393374741201, 6: 0.002070393374741201}, 'edge_length_total': 171117.03200000006, 'edge_length_avg': 123.4610620490621, 'street_length_total': 85558.51599999992, 'street_length_avg': 123.46106204906192, 'street_segments_count': 693, 'node_density_km': 37.11173245078473, 'intersection_density_km': 32.501579351308365, 'edge_density_km': 13147.92859079994, 'street_density_km': 6573.964295399961, 'circuity_avg': 1.075126512073628, 'self_loop_proportion': 0.002886002886002886, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075126512073628\n", - "7637\n", - "27049449.18120639\n", - "{'n': 2327, 'm': 5795, 'k_avg': 4.980661796304254, 'intersection_count': 1696, 'streets_per_node_avg': 2.5552213149978513, 'streets_per_node_counts': {0: 0, 1: 631, 2: 0, 3: 1474, 4: 217, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2711645896003438, 2: 0.0, 3: 0.6334336055006446, 4: 0.09325311559948432, 5: 0.0021486892995272885}, 'edge_length_total': 564566.3550000017, 'edge_length_avg': 97.42301207937908, 'street_length_total': 284607.81599999947, 'street_length_avg': 97.16893683851126, 'street_segments_count': 2929, 'node_density_km': 86.0276297831887, 'intersection_density_km': 62.69998285874002, 'edge_density_km': 20871.639611510283, 'street_density_km': 10521.760132466627, 'circuity_avg': 1.0735769076715107, 'self_loop_proportion': 0.003278688524590164, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0735769076715107\n", - "7638\n", - "9017813.999724437\n", - "{'n': 539, 'm': 1576, 'k_avg': 5.8478664192949905, 'intersection_count': 474, 'streets_per_node_avg': 2.9981447124304266, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 347, 4: 125, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12059369202226346, 2: 0.0, 3: 0.6437847866419295, 4: 0.23191094619666047, 5: 0.0037105751391465678}, 'edge_length_total': 175659.8299999999, 'edge_length_avg': 111.4592829949238, 'street_length_total': 87829.91499999998, 'street_length_avg': 111.45928299492383, 'street_segments_count': 788, 'node_density_km': 59.77058298346701, 'intersection_density_km': 52.56262770716765, 'edge_density_km': 19479.203053574587, 'street_density_km': 9739.601526787295, 'circuity_avg': 1.0372259869950198, 'self_loop_proportion': 0.0038071065989847717, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0372259869950198\n", - "7639\n", - "6003453.000726052\n", - "{'n': 341, 'm': 1036, 'k_avg': 6.07624633431085, 'intersection_count': 321, 'streets_per_node_avg': 3.167155425219941, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 224, 4: 97}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05865102639296188, 2: 0.0, 3: 0.656891495601173, 4: 0.2844574780058651}, 'edge_length_total': 111251.25999999992, 'edge_length_avg': 107.38538610038603, 'street_length_total': 55625.63, 'street_length_avg': 107.3853861003861, 'street_segments_count': 518, 'node_density_km': 56.80064455551827, 'intersection_density_km': 53.46922845255532, 'edge_density_km': 18531.211951945872, 'street_density_km': 9265.605975972943, 'circuity_avg': 1.048719058990506, 'self_loop_proportion': 0.0019305019305019305, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048719058990506\n", - "7640\n", - "8014826.836886207\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 994, 'm': 2699, 'k_avg': 5.430583501006036, 'intersection_count': 789, 'streets_per_node_avg': 2.7806841046277664, 'streets_per_node_counts': {0: 0, 1: 205, 2: 0, 3: 601, 4: 184, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2062374245472837, 2: 0.0, 3: 0.6046277665995976, 4: 0.1851106639839034, 5: 0.004024144869215292}, 'edge_length_total': 151513.30300000036, 'edge_length_avg': 56.13682956650625, 'street_length_total': 76157.69399999996, 'street_length_avg': 55.95715944158704, 'street_segments_count': 1361, 'node_density_km': 124.0201466893043, 'intersection_density_km': 98.44255104412585, 'edge_density_km': 18904.12682438738, 'street_density_km': 9502.100987323083, 'circuity_avg': 1.1167251249241572, 'self_loop_proportion': 0.002223045572434235, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1167251249241572\n", - "7641\n", - "17017188.948512018\n", - "{'n': 882, 'm': 2472, 'k_avg': 5.605442176870748, 'intersection_count': 739, 'streets_per_node_avg': 2.8514739229024944, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 585, 4: 153, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1621315192743764, 2: 0.0, 3: 0.6632653061224489, 4: 0.17346938775510204, 5: 0.0011337868480725624}, 'edge_length_total': 264562.5579999991, 'edge_length_avg': 107.0236885113265, 'street_length_total': 132281.2790000001, 'street_length_avg': 107.02368851132694, 'street_segments_count': 1236, 'node_density_km': 51.82994692417293, 'intersection_density_km': 43.42667888544648, 'edge_density_km': 15546.78383136437, 'street_density_km': 7773.391915682218, 'circuity_avg': 1.053922577825033, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053922577825033\n", - "7642\n", - "22051797.92595134\n", - "{'n': 1032, 'm': 2808, 'k_avg': 5.441860465116279, 'intersection_count': 837, 'streets_per_node_avg': 2.7897286821705425, 'streets_per_node_counts': {0: 0, 1: 195, 2: 0, 3: 668, 4: 165, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18895348837209303, 2: 0.0, 3: 0.6472868217054264, 4: 0.15988372093023256, 5: 0.003875968992248062}, 'edge_length_total': 349429.4340000002, 'edge_length_avg': 124.4406816239317, 'street_length_total': 175842.4250000003, 'street_length_avg': 124.44616065109717, 'street_segments_count': 1413, 'node_density_km': 46.798905171605334, 'intersection_density_km': 37.956088787435725, 'edge_density_km': 15845.847815827261, 'street_density_km': 7974.062958062149, 'circuity_avg': 1.0459712451445924, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0459712451445924\n", - "7643\n", - "12007822.319906589\n", - "{'n': 291, 'm': 804, 'k_avg': 5.525773195876289, 'intersection_count': 252, 'streets_per_node_avg': 2.8487972508591066, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 218, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13402061855670103, 2: 0.0, 3: 0.7491408934707904, 4: 0.11683848797250859}, 'edge_length_total': 128869.33399999999, 'edge_length_avg': 160.28524129353232, 'street_length_total': 64434.667000000016, 'street_length_avg': 160.28524129353238, 'street_segments_count': 402, 'node_density_km': 24.234202692821302, 'intersection_density_km': 20.98631985770092, 'edge_density_km': 10732.11533005116, 'street_density_km': 5366.057665025582, 'circuity_avg': 1.087036680212148, 'self_loop_proportion': 0.004975124378109453, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.087036680212148\n", - "7644\n", - "5013604.861672018\n", - "{'n': 171, 'm': 438, 'k_avg': 5.12280701754386, 'intersection_count': 128, 'streets_per_node_avg': 2.6608187134502925, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 100, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25146198830409355, 2: 0.0, 3: 0.5847953216374269, 4: 0.16374269005847952}, 'edge_length_total': 61906.640000000014, 'edge_length_avg': 141.33936073059363, 'street_length_total': 30953.320000000018, 'street_length_avg': 141.33936073059368, 'street_segments_count': 219, 'node_density_km': 34.107195265279074, 'intersection_density_km': 25.530532128396032, 'edge_density_km': 12347.730167820682, 'street_density_km': 6173.865083910343, 'circuity_avg': 1.0498286888642208, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0498286888642208\n", - "7645\n", - "12009556.536079232\n", - "{'n': 296, 'm': 870, 'k_avg': 5.878378378378378, 'intersection_count': 262, 'streets_per_node_avg': 3.0371621621621623, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 183, 4: 79}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11486486486486487, 2: 0.0, 3: 0.6182432432432432, 4: 0.2668918918918919}, 'edge_length_total': 147605.38600000012, 'edge_length_avg': 169.66136321839093, 'street_length_total': 73802.69300000001, 'street_length_avg': 169.66136321839085, 'street_segments_count': 435, 'node_density_km': 24.647038307430734, 'intersection_density_km': 21.815959582928556, 'edge_density_km': 12290.660821368592, 'street_density_km': 6145.3304106842925, 'circuity_avg': 1.0337493813156593, 'self_loop_proportion': 0.004597701149425287, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0337493813156593\n", - "7646\n", - "14038995.892653592\n", - "{'n': 434, 'm': 1185, 'k_avg': 5.460829493087558, 'intersection_count': 350, 'streets_per_node_avg': 2.8225806451612905, 'streets_per_node_counts': {0: 0, 1: 84, 2: 0, 3: 259, 4: 91}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1935483870967742, 2: 0.0, 3: 0.5967741935483871, 4: 0.20967741935483872}, 'edge_length_total': 170003.4310000001, 'edge_length_avg': 143.4628109704642, 'street_length_total': 85088.49999999993, 'street_length_avg': 143.4881956155142, 'street_segments_count': 593, 'node_density_km': 30.913891799562823, 'intersection_density_km': 24.930557902873243, 'edge_density_km': 12109.372514950339, 'street_density_km': 6060.867931767509, 'circuity_avg': 1.065071057108528, 'self_loop_proportion': 0.0016877637130801688, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065071057108528\n", - "7647\n", - "25037214.90440365\n", - "{'n': 357, 'm': 928, 'k_avg': 5.1988795518207285, 'intersection_count': 272, 'streets_per_node_avg': 2.6918767507002803, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 212, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23809523809523808, 2: 0.0, 3: 0.5938375350140056, 4: 0.16806722689075632}, 'edge_length_total': 187609.8560000002, 'edge_length_avg': 202.1657931034485, 'street_length_total': 93804.92799999997, 'street_length_avg': 202.1657931034482, 'street_segments_count': 464, 'node_density_km': 14.258774442887791, 'intersection_density_km': 10.863828146962126, 'edge_density_km': 7493.239831839388, 'street_density_km': 3746.6199159196885, 'circuity_avg': 1.0625202552826998, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0625202552826998\n", - "7648\n", - "6014414.588487116\n", - "{'n': 146, 'm': 402, 'k_avg': 5.506849315068493, 'intersection_count': 125, 'streets_per_node_avg': 2.9383561643835616, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 93, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14383561643835616, 2: 0.0, 3: 0.636986301369863, 4: 0.21232876712328766, 5: 0.00684931506849315}, 'edge_length_total': 71300.22599999995, 'edge_length_avg': 177.3637462686566, 'street_length_total': 35650.11300000001, 'street_length_avg': 177.36374626865677, 'street_segments_count': 201, 'node_density_km': 24.275014276447692, 'intersection_density_km': 20.78340263394494, 'edge_density_km': 11854.89043879415, 'street_density_km': 5927.445219397081, 'circuity_avg': 1.039346020832956, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039346020832956\n", - "7649\n", - "6007498.589389912\n", - "{'n': 235, 'm': 652, 'k_avg': 5.548936170212766, 'intersection_count': 202, 'streets_per_node_avg': 2.8851063829787233, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 163, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14042553191489363, 2: 0.0, 3: 0.6936170212765957, 4: 0.16595744680851063}, 'edge_length_total': 86674.6199999999, 'edge_length_avg': 132.93653374233114, 'street_length_total': 43337.309999999976, 'street_length_avg': 132.93653374233122, 'street_segments_count': 326, 'node_density_km': 39.117778640022166, 'intersection_density_km': 33.62464376716799, 'edge_density_km': 14427.73871858738, 'street_density_km': 7213.869359293694, 'circuity_avg': 1.054392241419872, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054392241419872\n", - "7650\n", - "7015738.568016917\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 610, 'm': 1662, 'k_avg': 5.449180327868852, 'intersection_count': 492, 'streets_per_node_avg': 2.762295081967213, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 403, 4: 87, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19344262295081968, 2: 0.0, 3: 0.660655737704918, 4: 0.14262295081967213, 5: 0.003278688524590164}, 'edge_length_total': 146809.97199999986, 'edge_length_avg': 88.33331648616117, 'street_length_total': 73404.98600000003, 'street_length_avg': 88.3333164861613, 'street_segments_count': 831, 'node_density_km': 86.9473675631023, 'intersection_density_km': 70.12804072302679, 'edge_density_km': 20925.804258053682, 'street_density_km': 10462.902129026856, 'circuity_avg': 1.0723297986336016, 'self_loop_proportion': 0.0036101083032490976, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0723297986336016\n", - "7651\n", - "9019626.133766904\n", - "{'n': 505, 'm': 1284, 'k_avg': 5.085148514851485, 'intersection_count': 364, 'streets_per_node_avg': 2.598019801980198, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 285, 4: 79}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27920792079207923, 2: 0.0, 3: 0.5643564356435643, 4: 0.15643564356435644}, 'edge_length_total': 121300.57699999989, 'edge_length_avg': 94.47085436137063, 'street_length_total': 60795.05700000003, 'street_length_avg': 94.54907776049771, 'street_segments_count': 643, 'node_density_km': 55.989016896102186, 'intersection_density_km': 40.3564399013489, 'edge_density_km': 13448.514960712748, 'street_density_km': 6740.30786846039, 'circuity_avg': 1.0498060322182097, 'self_loop_proportion': 0.001557632398753894, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0498060322182097\n", - "7652\n", - "8004259.502151523\n", - "{'n': 288, 'm': 864, 'k_avg': 6.0, 'intersection_count': 263, 'streets_per_node_avg': 3.0833333333333335, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 189, 4: 74}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08680555555555555, 2: 0.0, 3: 0.65625, 4: 0.2569444444444444}, 'edge_length_total': 102795.78400000012, 'edge_length_avg': 118.97660185185198, 'street_length_total': 51397.892, 'street_length_avg': 118.97660185185185, 'street_segments_count': 432, 'node_density_km': 35.98084244052637, 'intersection_density_km': 32.85750542311957, 'edge_density_km': 12842.635096022173, 'street_density_km': 6421.317548011079, 'circuity_avg': 1.0531260721737443, 'self_loop_proportion': 0.0023148148148148147, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0531260721737443\n", - "7653\n", - "23045561.19926684\n", - "{'n': 2774, 'm': 7599, 'k_avg': 5.478731074260995, 'intersection_count': 2218, 'streets_per_node_avg': 2.788031723143475, 'streets_per_node_counts': {0: 0, 1: 556, 2: 0, 3: 1711, 4: 491, 5: 15, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20043258832011535, 2: 0.0, 3: 0.6167988464311464, 4: 0.17700072098053352, 5: 0.005407354001441961, 6: 0.0003604902667627974}, 'edge_length_total': 465669.06100000144, 'edge_length_avg': 61.28030806685109, 'street_length_total': 236531.04100000064, 'street_length_avg': 61.42068060244109, 'street_segments_count': 3851, 'node_density_km': 120.3702516078563, 'intersection_density_km': 96.24413052135013, 'edge_density_km': 20206.453510657662, 'street_density_km': 10263.626863099586, 'circuity_avg': 1.0659315054334053, 'self_loop_proportion': 0.0025003289906566652, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0659315054334053\n", - "7654\n", - "81141875.1000373\n", - "{'n': 7223, 'm': 20245, 'k_avg': 5.605704001107573, 'intersection_count': 6076, 'streets_per_node_avg': 2.8744289076560987, 'streets_per_node_counts': {0: 0, 1: 1147, 2: 0, 3: 4730, 4: 1307, 5: 38, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15879828326180256, 2: 0.0, 3: 0.6548525543403018, 4: 0.18094974387373666, 5: 0.005260971895334349, 6: 0.0, 7: 0.00013844662882458813}, 'edge_length_total': 1656232.8390000053, 'edge_length_avg': 81.80947587058559, 'street_length_total': 845088.5969999997, 'street_length_avg': 81.61164625784643, 'street_segments_count': 10355, 'node_density_km': 89.01692241022266, 'intersection_density_km': 74.88118795023023, 'edge_density_km': 20411.567232801644, 'street_density_km': 10414.950307201012, 'circuity_avg': 1.071820064727309, 'self_loop_proportion': 0.003457643862682144, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071820064727309\n", - "7655\n", - "26071305.504026856\n", - "{'n': 1348, 'm': 3718, 'k_avg': 5.516320474777448, 'intersection_count': 1099, 'streets_per_node_avg': 2.8056379821958455, 'streets_per_node_counts': {0: 0, 1: 249, 2: 0, 3: 864, 4: 234, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1847181008902077, 2: 0.0, 3: 0.6409495548961425, 4: 0.17359050445103857, 5: 0.000741839762611276}, 'edge_length_total': 456637.00199999864, 'edge_length_avg': 122.81791339429765, 'street_length_total': 228318.5009999997, 'street_length_avg': 122.81791339429785, 'street_segments_count': 1859, 'node_density_km': 51.70435365393551, 'intersection_density_km': 42.15362363922487, 'edge_density_km': 17514.926589674174, 'street_density_km': 8757.463294837102, 'circuity_avg': 1.0453525943595312, 'self_loop_proportion': 0.0016137708445400753, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0453525943595312\n", - "7656\n", - "6006814.575156625\n", - "{'n': 271, 'm': 758, 'k_avg': 5.594095940959409, 'intersection_count': 238, 'streets_per_node_avg': 2.974169741697417, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 180, 4: 57, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12177121771217712, 2: 0.0, 3: 0.6642066420664207, 4: 0.21033210332103322, 5: 0.0036900369003690036}, 'edge_length_total': 94368.8659999999, 'edge_length_avg': 124.4971846965698, 'street_length_total': 47336.590999999964, 'street_length_avg': 123.27237239583324, 'street_segments_count': 384, 'node_density_km': 45.11542625617568, 'intersection_density_km': 39.62166586335724, 'edge_density_km': 15710.301161999705, 'street_density_km': 7880.4814777832025, 'circuity_avg': 1.042190017782521, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042190017782521\n", - "7657\n", - "10022880.662660528\n", - "{'n': 543, 'm': 1365, 'k_avg': 5.027624309392265, 'intersection_count': 389, 'streets_per_node_avg': 2.552486187845304, 'streets_per_node_counts': {0: 0, 1: 154, 2: 0, 3: 330, 4: 53, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.283609576427256, 2: 0.0, 3: 0.6077348066298343, 4: 0.09760589318600368, 5: 0.011049723756906077}, 'edge_length_total': 134274.70299999986, 'edge_length_avg': 98.36974578754568, 'street_length_total': 67297.94200000008, 'street_length_avg': 98.38880409356737, 'street_segments_count': 684, 'node_density_km': 54.17604162672561, 'intersection_density_km': 38.81119740846458, 'edge_density_km': 13396.817493819912, 'street_density_km': 6714.431136620572, 'circuity_avg': 1.0442813957653898, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0442813957653898\n", - "7658\n", - "54081461.9409784\n", - "{'n': 1934, 'm': 5474, 'k_avg': 5.660806618407446, 'intersection_count': 1623, 'streets_per_node_avg': 2.9012409513960704, 'streets_per_node_counts': {0: 0, 1: 311, 2: 1, 3: 1199, 4: 414, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1608066184074457, 2: 0.000517063081695967, 3: 0.6199586349534644, 4: 0.2140641158221303, 5: 0.004653567735263702}, 'edge_length_total': 627934.3959999998, 'edge_length_avg': 114.71216587504564, 'street_length_total': 315528.44500000024, 'street_length_avg': 114.03268702565964, 'street_segments_count': 2767, 'node_density_km': 35.7608675984141, 'intersection_density_km': 30.010283408596738, 'edge_density_km': 11610.899067138638, 'street_density_km': 5834.317965449067, 'circuity_avg': 1.0806442822831932, 'self_loop_proportion': 0.0025575447570332483, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0806442822831932\n", - "7659\n", - "63173106.02120559\n", - "{'n': 1394, 'm': 4044, 'k_avg': 5.802008608321377, 'intersection_count': 1192, 'streets_per_node_avg': 2.945480631276901, 'streets_per_node_counts': {0: 0, 1: 202, 2: 1, 3: 865, 4: 323, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1449067431850789, 2: 0.0007173601147776184, 3: 0.6205164992826399, 4: 0.23170731707317074, 5: 0.002152080344332855}, 'edge_length_total': 590227.6560000004, 'edge_length_avg': 145.95144807121673, 'street_length_total': 296079.79699999944, 'street_length_avg': 145.8521167487682, 'street_segments_count': 2030, 'node_density_km': 22.066352088688973, 'intersection_density_km': 18.868788873541792, 'edge_density_km': 9343.020996971023, 'street_density_km': 4686.8013249279375, 'circuity_avg': 1.0450547633526999, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0450547633526999\n", - "7660\n", - "25034534.437882155\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1996, 'm': 5653, 'k_avg': 5.66432865731463, 'intersection_count': 1677, 'streets_per_node_avg': 2.8922845691382766, 'streets_per_node_counts': {0: 0, 1: 319, 2: 0, 3: 1265, 4: 401, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1598196392785571, 2: 0.0, 3: 0.6337675350701403, 4: 0.20090180360721444, 5: 0.005511022044088177}, 'edge_length_total': 522351.3060000002, 'edge_length_avg': 92.40249531222364, 'street_length_total': 262309.9299999998, 'street_length_avg': 92.33014079549449, 'street_segments_count': 2841, 'node_density_km': 79.7298629600102, 'intersection_density_km': 66.98746502201257, 'edge_density_km': 20865.22948114347, 'street_density_km': 10477.923232439805, 'circuity_avg': 1.0676313616416582, 'self_loop_proportion': 0.0028303555634176542, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0676313616416582\n", - "7661\n", - "12025173.635683917\n", - "{'n': 1110, 'm': 2764, 'k_avg': 4.98018018018018, 'intersection_count': 790, 'streets_per_node_avg': 2.5306306306306308, 'streets_per_node_counts': {0: 0, 1: 320, 2: 0, 3: 674, 4: 113, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2882882882882883, 2: 0.0, 3: 0.6072072072072072, 4: 0.1018018018018018, 5: 0.002702702702702703}, 'edge_length_total': 220416.01899999965, 'edge_length_avg': 79.74530354558598, 'street_length_total': 110393.01199999981, 'street_length_avg': 79.70614584837531, 'street_segments_count': 1385, 'node_density_km': 92.30635944466927, 'intersection_density_km': 65.69551708224209, 'edge_density_km': 18329.549799258577, 'street_density_km': 9180.159500767271, 'circuity_avg': 1.0818068992213186, 'self_loop_proportion': 0.004341534008683068, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0818068992213186\n", - "7662\n", - "8006718.360163956\n", - "{'n': 125, 'm': 350, 'k_avg': 5.6, 'intersection_count': 104, 'streets_per_node_avg': 2.944, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 69, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.168, 2: 0.0, 3: 0.552, 4: 0.28}, 'edge_length_total': 69902.55400000003, 'edge_length_avg': 199.72158285714295, 'street_length_total': 34951.27699999999, 'street_length_avg': 199.72158285714278, 'street_segments_count': 175, 'node_density_km': 15.61188921317826, 'intersection_density_km': 12.989091825364312, 'edge_density_km': 8730.487430129691, 'street_density_km': 4365.243715064842, 'circuity_avg': 1.0546686516510821, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0546686516510821\n", - "7663\n", - "8019156.671998056\n", - "{'n': 897, 'm': 2742, 'k_avg': 6.11371237458194, 'intersection_count': 835, 'streets_per_node_avg': 3.108138238573021, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 640, 4: 172, 5: 21, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06911928651059086, 2: 0.0, 3: 0.7134894091415831, 4: 0.19175027870680045, 5: 0.023411371237458192, 6: 0.0011148272017837235, 7: 0.0011148272017837235}, 'edge_length_total': 180817.7740000003, 'edge_length_avg': 65.94375419401908, 'street_length_total': 90480.45700000007, 'street_length_avg': 65.94785495626827, 'street_segments_count': 1372, 'node_density_km': 111.8571486615566, 'intersection_density_km': 104.12566235496071, 'edge_density_km': 22548.228123712124, 'street_density_km': 11283.038940484488, 'circuity_avg': 1.0412222278817442, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0412222278817442\n", - "7664\n", - "12020322.962043572\n", - "{'n': 612, 'm': 1824, 'k_avg': 5.96078431372549, 'intersection_count': 551, 'streets_per_node_avg': 3.0245098039215685, 'streets_per_node_counts': {0: 0, 1: 61, 2: 0, 3: 416, 4: 133, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09967320261437909, 2: 0.0, 3: 0.6797385620915033, 4: 0.2173202614379085, 5: 0.0032679738562091504}, 'edge_length_total': 205630.28599999964, 'edge_length_avg': 112.73590241228051, 'street_length_total': 102815.14300000001, 'street_length_avg': 112.73590241228071, 'street_segments_count': 912, 'node_density_km': 50.91377344290207, 'intersection_density_km': 45.8390345866651, 'edge_density_km': 17106.88528497245, 'street_density_km': 8553.442642486241, 'circuity_avg': 1.036501463320401, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.036501463320401\n", - "7665\n", - "11022516.164770655\n", - "{'n': 773, 'm': 2014, 'k_avg': 5.2108667529107375, 'intersection_count': 595, 'streets_per_node_avg': 2.66882276843467, 'streets_per_node_counts': {0: 0, 1: 178, 2: 0, 3: 497, 4: 96, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23027166882276842, 2: 0.0, 3: 0.6429495472186287, 4: 0.12419146183699871, 5: 0.00258732212160414}, 'edge_length_total': 208239.1290000003, 'edge_length_avg': 103.39579394240333, 'street_length_total': 104269.4929999999, 'street_length_avg': 103.44195734126974, 'street_segments_count': 1008, 'node_density_km': 70.12917816991776, 'intersection_density_km': 53.98041527956155, 'edge_density_km': 18892.159093906226, 'street_density_km': 9459.681568284588, 'circuity_avg': 1.0676485298558618, 'self_loop_proportion': 0.0029791459781529296, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0676485298558618\n", - "7666\n", - "9007507.245326517\n", - "{'n': 285, 'm': 753, 'k_avg': 5.28421052631579, 'intersection_count': 242, 'streets_per_node_avg': 2.8280701754385964, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 206, 4: 35, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15087719298245614, 2: 0.0, 3: 0.7228070175438597, 4: 0.12280701754385964, 5: 0.0035087719298245615}, 'edge_length_total': 107211.22300000003, 'edge_length_avg': 142.37878220451532, 'street_length_total': 54246.36899999995, 'street_length_avg': 142.37892125984237, 'street_segments_count': 381, 'node_density_km': 31.640274299848084, 'intersection_density_km': 26.866478528292056, 'edge_density_km': 11902.429837691869, 'street_density_km': 6022.350859406225, 'circuity_avg': 1.058031038546642, 'self_loop_proportion': 0.00398406374501992, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058031038546642\n", - "7667\n", - "14032349.532679264\n", - "{'n': 624, 'm': 1720, 'k_avg': 5.512820512820513, 'intersection_count': 511, 'streets_per_node_avg': 2.8253205128205128, 'streets_per_node_counts': {0: 0, 1: 113, 2: 0, 3: 395, 4: 115, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18108974358974358, 2: 0.0, 3: 0.6330128205128205, 4: 0.1842948717948718, 5: 0.0016025641025641025}, 'edge_length_total': 199459.5220000004, 'edge_length_avg': 115.96483837209325, 'street_length_total': 99880.76599999996, 'street_length_avg': 115.87095823665888, 'street_segments_count': 862, 'node_density_km': 44.468675651700124, 'intersection_density_km': 36.415854580158275, 'edge_density_km': 14214.26408567494, 'street_density_km': 7117.893248553455, 'circuity_avg': 1.0548506816812464, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548506816812464\n", - "7668\n", - "8014548.480838496\n", - "{'n': 22, 'm': 54, 'k_avg': 4.909090909090909, 'intersection_count': 18, 'streets_per_node_avg': 2.6363636363636362, 'streets_per_node_counts': {0: 0, 1: 4, 2: 0, 3: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.8181818181818182}, 'edge_length_total': 19107.627999999997, 'edge_length_avg': 353.8449629629629, 'street_length_total': 9553.813999999997, 'street_length_avg': 353.8449629629628, 'street_segments_count': 27, 'node_density_km': 2.745008037894896, 'intersection_density_km': 2.2459156673685516, 'edge_density_km': 2384.11783841389, 'street_density_km': 1192.0589192069447, 'circuity_avg': 1.1911558048353807, 'self_loop_proportion': 0.037037037037037035, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1911558048353807\n", - "7669\n", - "10021909.458682815\n", - "{'n': 979, 'm': 2594, 'k_avg': 5.299284984678243, 'intersection_count': 775, 'streets_per_node_avg': 2.730337078651685, 'streets_per_node_counts': {0: 0, 1: 204, 2: 2, 3: 628, 4: 144, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2083758937691522, 2: 0.0020429009193054137, 3: 0.6414708886618999, 4: 0.1470888661899898, 5: 0.0010214504596527069}, 'edge_length_total': 216468.69899999976, 'edge_length_avg': 83.44976831148796, 'street_length_total': 109100.22700000007, 'street_length_avg': 83.15566082317079, 'street_segments_count': 1312, 'node_density_km': 97.68597531599238, 'intersection_density_km': 77.33057290081112, 'edge_density_km': 21599.546462920287, 'street_density_km': 10886.171687120706, 'circuity_avg': 1.0707929616139031, 'self_loop_proportion': 0.003469545104086353, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0707929616139031\n", - "7670\n", - "8007259.792393018\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 253, 'm': 708, 'k_avg': 5.596837944664031, 'intersection_count': 213, 'streets_per_node_avg': 2.932806324110672, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 150, 4: 63}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15810276679841898, 2: 0.0, 3: 0.5928853754940712, 4: 0.2490118577075099}, 'edge_length_total': 115429.4660000001, 'edge_length_avg': 163.0359689265538, 'street_length_total': 57714.73299999999, 'street_length_avg': 163.03596892655366, 'street_segments_count': 354, 'node_density_km': 31.596327153060862, 'intersection_density_km': 26.600860409493926, 'edge_density_km': 14415.601465767268, 'street_density_km': 7207.800732883627, 'circuity_avg': 1.0189277117479991, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0189277117479991\n", - "7671\n", - "12029879.680835439\n", - "{'n': 719, 'm': 1915, 'k_avg': 5.3268428372739915, 'intersection_count': 570, 'streets_per_node_avg': 2.7162726008344924, 'streets_per_node_counts': {0: 0, 1: 149, 2: 0, 3: 476, 4: 94}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20723226703755215, 2: 0.0, 3: 0.6620305980528511, 4: 0.13073713490959665}, 'edge_length_total': 217738.71999999965, 'edge_length_avg': 113.70168146214081, 'street_length_total': 108900.275, 'street_length_avg': 113.67460855949895, 'street_segments_count': 958, 'node_density_km': 59.76784631898061, 'intersection_density_km': 47.38202003034624, 'edge_density_km': 18099.825249863043, 'street_density_km': 9052.48247607055, 'circuity_avg': 1.0707391305888059, 'self_loop_proportion': 0.003133159268929504, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0707391305888059\n", - "7672\n", - "9008011.815146005\n", - "{'n': 212, 'm': 630, 'k_avg': 5.943396226415095, 'intersection_count': 179, 'streets_per_node_avg': 3.047169811320755, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 103, 4: 76}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15566037735849056, 2: 0.0, 3: 0.4858490566037736, 4: 0.3584905660377358}, 'edge_length_total': 115388.11200000014, 'edge_length_avg': 183.15573333333356, 'street_length_total': 57694.05599999999, 'street_length_avg': 183.1557333333333, 'street_segments_count': 315, 'node_density_km': 23.534605010569006, 'intersection_density_km': 19.871199513640814, 'edge_density_km': 12809.498296392929, 'street_density_km': 6404.749148196456, 'circuity_avg': 1.0321569577456138, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0321569577456138\n", - "7673\n", - "24051332.310613103\n", - "{'n': 970, 'm': 2641, 'k_avg': 5.445360824742268, 'intersection_count': 760, 'streets_per_node_avg': 2.8237113402061857, 'streets_per_node_counts': {0: 0, 1: 210, 2: 0, 3: 513, 4: 245, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21649484536082475, 2: 0.0, 3: 0.5288659793814433, 4: 0.25257731958762886, 5: 0.002061855670103093}, 'edge_length_total': 296015.1399999991, 'edge_length_avg': 112.08449072321056, 'street_length_total': 149501.44100000005, 'street_length_avg': 111.40196795827127, 'street_segments_count': 1342, 'node_density_km': 40.33040612772912, 'intersection_density_km': 31.599081089767147, 'edge_density_km': 12307.640016656243, 'street_density_km': 6215.931785784263, 'circuity_avg': 1.038021661282941, 'self_loop_proportion': 0.0007572889057175312, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038021661282941\n", - "7674\n", - "8010530.252377445\n", - "{'n': 161, 'm': 420, 'k_avg': 5.217391304347826, 'intersection_count': 125, 'streets_per_node_avg': 2.701863354037267, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 101, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2236024844720497, 2: 0.0, 3: 0.6273291925465838, 4: 0.14906832298136646}, 'edge_length_total': 78404.0799999999, 'edge_length_avg': 186.67638095238073, 'street_length_total': 39202.04000000001, 'street_length_avg': 186.67638095238098, 'street_segments_count': 210, 'node_density_km': 20.098544656543407, 'intersection_density_km': 15.604460137067862, 'edge_density_km': 9787.626727547826, 'street_density_km': 4893.81336377392, 'circuity_avg': 1.0451592434685706, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0451592434685706\n", - "7675\n", - "5013342.873019319\n", - "{'n': 163, 'm': 419, 'k_avg': 5.141104294478527, 'intersection_count': 130, 'streets_per_node_avg': 2.7300613496932513, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 108, 4: 22}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20245398773006135, 2: 0.0, 3: 0.6625766871165644, 4: 0.13496932515337423}, 'edge_length_total': 57936.25699999996, 'edge_length_avg': 138.27268973747007, 'street_length_total': 29031.865999999995, 'street_length_avg': 138.24698095238094, 'street_segments_count': 210, 'node_density_km': 32.513236004110006, 'intersection_density_km': 25.93080172106933, 'edge_density_km': 11556.412251753183, 'street_density_km': 5790.919698758877, 'circuity_avg': 1.0942132848613975, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0942132848613975\n", - "7676\n", - "9009957.951339364\n", - "{'n': 297, 'm': 750, 'k_avg': 5.05050505050505, 'intersection_count': 231, 'streets_per_node_avg': 2.643097643097643, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 206, 4: 24, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2222222222222222, 2: 0.0, 3: 0.6936026936026936, 4: 0.08080808080808081, 5: 0.003367003367003367}, 'edge_length_total': 108427.53199999986, 'edge_length_avg': 144.5700426666665, 'street_length_total': 54213.76600000004, 'street_length_avg': 144.57004266666678, 'street_segments_count': 375, 'node_density_km': 32.96352786594856, 'intersection_density_km': 25.638299451293328, 'edge_density_km': 12034.18845965665, 'street_density_km': 6017.094229828337, 'circuity_avg': 1.04528266834089, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.04528266834089\n", - "7677\n", - "8018993.219886149\n", - "{'n': 160, 'm': 428, 'k_avg': 5.35, 'intersection_count': 124, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 92, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.225, 2: 0.0, 3: 0.575, 4: 0.2}, 'edge_length_total': 72012.61200000005, 'edge_length_avg': 168.2537663551403, 'street_length_total': 36006.30599999999, 'street_length_avg': 168.25376635514013, 'street_segments_count': 214, 'node_density_km': 19.952629415276103, 'intersection_density_km': 15.46328779683898, 'edge_density_km': 8980.256002887912, 'street_density_km': 4490.128001443952, 'circuity_avg': 1.0520574993986629, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0520574993986629\n", - "7678\n", - "7006269.078650355\n", - "{'n': 709, 'm': 1870, 'k_avg': 5.275035260930888, 'intersection_count': 562, 'streets_per_node_avg': 2.70098730606488, 'streets_per_node_counts': {0: 0, 1: 147, 2: 0, 3: 480, 4: 82}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2073342736248237, 2: 0.0, 3: 0.6770098730606487, 4: 0.1156558533145275}, 'edge_length_total': 165745.8240000006, 'edge_length_avg': 88.63413048128375, 'street_length_total': 82872.91200000004, 'street_length_avg': 88.63413048128346, 'street_segments_count': 935, 'node_density_km': 101.19508572122632, 'intersection_density_km': 80.21387612881409, 'edge_density_km': 23656.78824769443, 'street_density_km': 11828.394123847178, 'circuity_avg': 1.0770667246366303, 'self_loop_proportion': 0.0074866310160427805, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0770667246366303\n", - "7679\n", - "149339787.64918247\n", - "{'n': 18669, 'm': 49699, 'k_avg': 5.324227328726766, 'intersection_count': 14798, 'streets_per_node_avg': 2.786758798007392, 'streets_per_node_counts': {0: 0, 1: 3871, 2: 1, 3: 11116, 4: 3605, 5: 71, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2073490813648294, 2: 5.3564732979806093e-05, 3: 0.5954255718035245, 4: 0.19310086239220098, 5: 0.003803096041566233, 6: 0.00026782366489903046}, 'edge_length_total': 3863212.977000001, 'edge_length_avg': 77.73220742872091, 'street_length_total': 2005612.894999995, 'street_length_avg': 77.43679131274112, 'street_segments_count': 25900, 'node_density_km': 125.01022195006584, 'intersection_density_km': 99.08946726750625, 'edge_density_km': 25868.61169292114, 'street_density_km': 13429.863043005167, 'circuity_avg': 1.0724715181449278, 'self_loop_proportion': 0.0029980482504678163, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0724715181449278\n", - "7680\n", - "7013255.529731825\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 184, 'm': 452, 'k_avg': 4.913043478260869, 'intersection_count': 137, 'streets_per_node_avg': 2.5597826086956523, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 125, 4: 11, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2554347826086957, 2: 0.0, 3: 0.6793478260869565, 4: 0.059782608695652176, 5: 0.005434782608695652}, 'edge_length_total': 65567.58999999997, 'edge_length_avg': 145.06103982300877, 'street_length_total': 32783.79500000001, 'street_length_avg': 145.0610398230089, 'street_segments_count': 226, 'node_density_km': 26.236032498738265, 'intersection_density_km': 19.53443724090838, 'edge_density_km': 9349.094685347529, 'street_density_km': 4674.547342673768, 'circuity_avg': 1.1185335508662644, 'self_loop_proportion': 0.004424778761061947, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1185335508662644\n", - "7681\n", - "149394836.8738774\n", - "{'n': 21030, 'm': 59161, 'k_avg': 5.626343319067998, 'intersection_count': 17681, 'streets_per_node_avg': 2.904041844983357, 'streets_per_node_counts': {0: 0, 1: 3349, 2: 17, 3: 13097, 4: 4452, 5: 102, 6: 11, 7: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15924869234427008, 2: 0.0008083689966714218, 3: 0.6227769852591536, 4: 0.21169757489301, 5: 0.0048502139800285305, 6: 0.0005230622919638611, 7: 9.51022349025202e-05}, 'edge_length_total': 4224053.361999995, 'edge_length_avg': 71.39928943053692, 'street_length_total': 2168183.1480000014, 'street_length_avg': 71.34997854416221, 'street_segments_count': 30388, 'node_density_km': 140.76791701813642, 'intersection_density_km': 118.35081030897146, 'edge_density_km': 28274.42668293844, 'street_density_km': 14513.106298515739, 'circuity_avg': 1.0685648674569497, 'self_loop_proportion': 0.0019438481432024475, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0685648674569497\n", - "7682\n", - "12019734.577702135\n", - "{'n': 470, 'm': 1256, 'k_avg': 5.3446808510638295, 'intersection_count': 391, 'streets_per_node_avg': 2.795744680851064, 'streets_per_node_counts': {0: 0, 1: 79, 2: 0, 3: 330, 4: 60, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16808510638297872, 2: 0.0, 3: 0.7021276595744681, 4: 0.1276595744680851, 5: 0.002127659574468085}, 'edge_length_total': 173038.02300000007, 'edge_length_avg': 137.76912659235674, 'street_length_total': 87126.79499999998, 'street_length_avg': 137.42396687697158, 'street_segments_count': 634, 'node_density_km': 39.10236095162194, 'intersection_density_km': 32.529836451242936, 'edge_density_km': 14396.160071704388, 'street_density_km': 7248.645503506317, 'circuity_avg': 1.0563299884504909, 'self_loop_proportion': 0.004777070063694267, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0563299884504909\n", - "7683\n", - "7013417.335340229\n", - "{'n': 285, 'm': 812, 'k_avg': 5.698245614035088, 'intersection_count': 257, 'streets_per_node_avg': 2.9473684210526314, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 216, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09824561403508772, 2: 0.0, 3: 0.7578947368421053, 4: 0.14385964912280702}, 'edge_length_total': 109611.52099999998, 'edge_length_avg': 134.98955788177338, 'street_length_total': 54863.06200000001, 'street_length_avg': 134.79867813267816, 'street_segments_count': 407, 'node_density_km': 40.63639540797045, 'intersection_density_km': 36.64404778894177, 'edge_density_km': 15628.831960087913, 'street_density_km': 7822.58624815438, 'circuity_avg': 1.0678574273811665, 'self_loop_proportion': 0.0024630541871921183, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0678574273811665\n", - "7684\n", - "8008532.886542539\n", - "{'n': 296, 'm': 839, 'k_avg': 5.668918918918919, 'intersection_count': 259, 'streets_per_node_avg': 2.956081081081081, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 198, 4: 61}, 'streets_per_node_proportion': {0: 0.0, 1: 0.125, 2: 0.0, 3: 0.668918918918919, 4: 0.20608108108108109}, 'edge_length_total': 114027.36799999984, 'edge_length_avg': 135.90866269368277, 'street_length_total': 57101.726000000024, 'street_length_avg': 135.95649047619054, 'street_segments_count': 420, 'node_density_km': 36.960577448260906, 'intersection_density_km': 32.340505267228295, 'edge_density_km': 14238.234345220748, 'street_density_km': 7130.110696798562, 'circuity_avg': 1.0446380710977188, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0446380710977188\n", - "7685\n", - "19041312.398965202\n", - "{'n': 932, 'm': 2689, 'k_avg': 5.7703862660944205, 'intersection_count': 798, 'streets_per_node_avg': 2.9474248927038627, 'streets_per_node_counts': {0: 0, 1: 134, 2: 1, 3: 579, 4: 216, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14377682403433475, 2: 0.001072961373390558, 3: 0.621244635193133, 4: 0.2317596566523605, 5: 0.002145922746781116}, 'edge_length_total': 319116.63700000057, 'edge_length_avg': 118.67483711416905, 'street_length_total': 160528.93100000016, 'street_length_avg': 117.86265124816458, 'street_segments_count': 1362, 'node_density_km': 48.94620604253357, 'intersection_density_km': 41.90887598920793, 'edge_density_km': 16759.172388629206, 'street_density_km': 8430.56022801895, 'circuity_avg': 1.039525107717122, 'self_loop_proportion': 0.002231312755671253, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039525107717122\n", - "7686\n", - "17012465.04388494\n", - "{'n': 424, 'm': 1096, 'k_avg': 5.169811320754717, 'intersection_count': 337, 'streets_per_node_avg': 2.714622641509434, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 287, 4: 47, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20518867924528303, 2: 0.0, 3: 0.6768867924528302, 4: 0.11084905660377359, 5: 0.007075471698113208}, 'edge_length_total': 183134.10499999975, 'edge_length_avg': 167.09316149635015, 'street_length_total': 92598.38, 'street_length_avg': 166.84392792792795, 'street_segments_count': 555, 'node_density_km': 24.922902054832143, 'intersection_density_km': 19.809004699241587, 'edge_density_km': 10764.701325033819, 'street_density_km': 5442.972535792755, 'circuity_avg': 1.0530214762098637, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0530214762098637\n", - "7687\n", - "37088591.46153276\n", - "{'n': 1843, 'm': 5508, 'k_avg': 5.977211068909387, 'intersection_count': 1611, 'streets_per_node_avg': 3.056429734129137, 'streets_per_node_counts': {0: 0, 1: 232, 2: 2, 3: 1050, 4: 548, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12588171459576777, 2: 0.0010851871947911015, 3: 0.5697232772653282, 4: 0.29734129137276183, 5: 0.005968529571351058}, 'edge_length_total': 622878.7319999974, 'edge_length_avg': 113.08618954248318, 'street_length_total': 314459.051, 'street_length_avg': 112.95224533045976, 'street_segments_count': 2784, 'node_density_km': 49.691830489478356, 'intersection_density_km': 43.436537666060566, 'edge_density_km': 16794.348543703247, 'street_density_km': 8478.592435254599, 'circuity_avg': 1.0427679980779703, 'self_loop_proportion': 0.0010893246187363835, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0427679980779703\n", - "7688\n", - "10013143.856132831\n", - "{'n': 439, 'm': 1354, 'k_avg': 6.168564920273348, 'intersection_count': 397, 'streets_per_node_avg': 3.2095671981776763, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 221, 4: 176}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09567198177676538, 2: 0.0, 3: 0.5034168564920274, 4: 0.4009111617312073}, 'edge_length_total': 162833.78300000005, 'edge_length_avg': 120.26128729689812, 'street_length_total': 82860.29200000002, 'street_length_avg': 120.08737971014494, 'street_segments_count': 690, 'node_density_km': 43.842374214080834, 'intersection_density_km': 39.64788738722117, 'edge_density_km': 16262.003756219674, 'street_density_km': 8275.152458660614, 'circuity_avg': 1.0305121431904907, 'self_loop_proportion': 0.0029542097488921715, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0305121431904907\n", - "7689\n", - "19048995.177487295\n", - "{'n': 857, 'm': 2290, 'k_avg': 5.344224037339557, 'intersection_count': 678, 'streets_per_node_avg': 2.7421236872812136, 'streets_per_node_counts': {0: 0, 1: 179, 2: 0, 3: 543, 4: 133, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2088681446907818, 2: 0.0, 3: 0.6336056009334889, 4: 0.15519253208868145, 5: 0.002333722287047841}, 'edge_length_total': 332207.7040000006, 'edge_length_avg': 145.06886637554612, 'street_length_total': 166405.383, 'street_length_avg': 144.95242421602788, 'street_segments_count': 1148, 'node_density_km': 44.98924966986341, 'intersection_density_km': 35.592428560288674, 'edge_density_km': 17439.644501176324, 'street_density_km': 8735.651484476364, 'circuity_avg': 1.0556806898843962, 'self_loop_proportion': 0.0034934497816593887, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0556806898843962\n", - "7690\n", - "12008576.813808454\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 380, 'm': 1025, 'k_avg': 5.394736842105263, 'intersection_count': 323, 'streets_per_node_avg': 2.8157894736842106, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 280, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15, 2: 0.0, 3: 0.7368421052631579, 4: 0.11052631578947368, 5: 0.002631578947368421}, 'edge_length_total': 151827.59599999996, 'edge_length_avg': 148.12448390243898, 'street_length_total': 75992.58700000001, 'street_length_avg': 148.1336978557505, 'street_segments_count': 513, 'node_density_km': 31.64404957322208, 'intersection_density_km': 26.897442137238766, 'edge_density_km': 12643.263090545088, 'street_density_km': 6328.192605856295, 'circuity_avg': 1.0553175283515206, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0553175283515206\n", - "7691\n", - "8015524.167758665\n", - "{'n': 563, 'm': 1554, 'k_avg': 5.520426287744227, 'intersection_count': 455, 'streets_per_node_avg': 2.808170515097691, 'streets_per_node_counts': {0: 0, 1: 108, 2: 0, 3: 347, 4: 108}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19182948490230906, 2: 0.0, 3: 0.6163410301953819, 4: 0.19182948490230906}, 'edge_length_total': 137594.13399999976, 'edge_length_avg': 88.54191377091361, 'street_length_total': 68797.06699999998, 'street_length_avg': 88.54191377091375, 'street_segments_count': 777, 'node_density_km': 70.23870032911752, 'intersection_density_km': 56.76484662477527, 'edge_density_km': 17165.955852700576, 'street_density_km': 8582.9779263503, 'circuity_avg': 1.0600646379948913, 'self_loop_proportion': 0.002574002574002574, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0600646379948913\n", - "7692\n", - "8013807.009402938\n", - "{'n': 217, 'm': 650, 'k_avg': 5.990783410138249, 'intersection_count': 199, 'streets_per_node_avg': 3.0691244239631335, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 151, 4: 45, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08294930875576037, 2: 0.0, 3: 0.695852534562212, 4: 0.2073732718894009, 5: 0.013824884792626729}, 'edge_length_total': 86037.21400000011, 'edge_length_avg': 132.3649446153848, 'street_length_total': 43018.60700000003, 'street_length_avg': 132.36494461538473, 'street_segments_count': 325, 'node_density_km': 27.07826626538232, 'intersection_density_km': 24.832142796364433, 'edge_density_km': 10736.122531906372, 'street_density_km': 5368.0612659531835, 'circuity_avg': 1.0985239182496698, 'self_loop_proportion': 0.006153846153846154, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0985239182496698\n", - "7693\n", - "9018620.894203637\n", - "{'n': 274, 'm': 743, 'k_avg': 5.423357664233577, 'intersection_count': 237, 'streets_per_node_avg': 2.927007299270073, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 184, 4: 52, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13503649635036497, 2: 0.0, 3: 0.6715328467153284, 4: 0.1897810218978102, 5: 0.0036496350364963502}, 'edge_length_total': 104851.21399999998, 'edge_length_avg': 141.11872678331088, 'street_length_total': 53454.132000000005, 'street_length_avg': 139.9322827225131, 'street_segments_count': 382, 'node_density_km': 30.381585301595578, 'intersection_density_km': 26.278962468898364, 'edge_density_km': 11626.080664660043, 'street_density_km': 5927.0849309516425, 'circuity_avg': 1.0343632085788428, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0343632085788428\n", - "7694\n", - "128108670.87329611\n", - "{'n': 6821, 'm': 18803, 'k_avg': 5.513267849288961, 'intersection_count': 5727, 'streets_per_node_avg': 2.866148658554464, 'streets_per_node_counts': {0: 0, 1: 1094, 2: 2, 3: 4480, 4: 1214, 5: 30, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16038704002345697, 2: 0.00029321213898255387, 3: 0.6567951913209207, 4: 0.1779797683624102, 5: 0.004398182084738308, 6: 0.00014660606949127694}, 'edge_length_total': 1844160.5710000054, 'edge_length_avg': 98.07799664947112, 'street_length_total': 945514.4249999918, 'street_length_avg': 97.58637888326884, 'street_segments_count': 9689, 'node_density_km': 53.24385893243872, 'intersection_density_km': 44.704233998838376, 'edge_density_km': 14395.282992389668, 'street_density_km': 7380.565410245635, 'circuity_avg': 1.0630671937936893, 'self_loop_proportion': 0.0022336861139179917, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0630671937936893\n", - "7695\n", - "9022555.939651765\n", - "{'n': 660, 'm': 1780, 'k_avg': 5.393939393939394, 'intersection_count': 529, 'streets_per_node_avg': 2.7545454545454544, 'streets_per_node_counts': {0: 0, 1: 131, 2: 0, 3: 433, 4: 93, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1984848484848485, 2: 0.0, 3: 0.656060606060606, 4: 0.1409090909090909, 5: 0.0030303030303030303, 6: 0.0015151515151515152}, 'edge_length_total': 151462.33000000002, 'edge_length_avg': 85.0911966292135, 'street_length_total': 75887.53599999996, 'street_length_avg': 84.98044344904811, 'street_segments_count': 893, 'node_density_km': 73.15000365910431, 'intersection_density_km': 58.630836266160884, 'edge_density_km': 16787.075748055253, 'street_density_km': 8410.868994061224, 'circuity_avg': 1.052620498611119, 'self_loop_proportion': 0.0033707865168539327, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.052620498611119\n", - "7696\n", - "243200342.12722114\n", - "error with entry 7696\n", - "7697\n", - "7015570.362738589\n", - "{'n': 357, 'm': 975, 'k_avg': 5.46218487394958, 'intersection_count': 275, 'streets_per_node_avg': 2.795518207282913, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 184, 4: 91}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22969187675070027, 2: 0.0, 3: 0.5154061624649859, 4: 0.2549019607843137}, 'edge_length_total': 107797.47000000003, 'edge_length_avg': 110.56150769230773, 'street_length_total': 54069.41599999995, 'street_length_avg': 110.3457469387754, 'street_segments_count': 490, 'node_density_km': 50.886810557287596, 'intersection_density_km': 39.198523538526864, 'edge_density_km': 15365.46060068598, 'street_density_km': 7707.059184692359, 'circuity_avg': 1.049049779671393, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.049049779671393\n", - "7698\n", - "7005414.960803961\n", - "{'n': 134, 'm': 348, 'k_avg': 5.1940298507462686, 'intersection_count': 105, 'streets_per_node_avg': 2.716417910447761, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 85, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21641791044776118, 2: 0.0, 3: 0.6343283582089553, 4: 0.14925373134328357}, 'edge_length_total': 52333.91399999997, 'edge_length_avg': 150.38481034482749, 'street_length_total': 26166.957000000017, 'street_length_avg': 150.38481034482768, 'street_segments_count': 174, 'node_density_km': 19.128060329008942, 'intersection_density_km': 14.988405481686112, 'edge_density_km': 7470.494509292277, 'street_density_km': 3735.247254646143, 'circuity_avg': 1.1352792554629685, 'self_loop_proportion': 0.005747126436781609, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1352792554629685\n", - "7699\n", - "8016815.033178485\n", - "{'n': 278, 'm': 726, 'k_avg': 5.223021582733813, 'intersection_count': 221, 'streets_per_node_avg': 2.7158273381294964, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 187, 4: 33, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20503597122302158, 2: 0.0, 3: 0.6726618705035972, 4: 0.11870503597122302, 5: 0.0035971223021582736}, 'edge_length_total': 100210.76100000022, 'edge_length_avg': 138.03135123966973, 'street_length_total': 50319.43700000003, 'street_length_avg': 137.8614712328768, 'street_segments_count': 365, 'node_density_km': 34.67711289950759, 'intersection_density_km': 27.56705737694668, 'edge_density_km': 12500.071485404962, 'street_density_km': 6276.736683052735, 'circuity_avg': 1.1019821126938703, 'self_loop_proportion': 0.0027548209366391185, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1019821126938703\n", - "7700\n", - "16011380.68861216\n", - "{'n': 871, 'm': 2422, 'k_avg': 5.56142365097589, 'intersection_count': 752, 'streets_per_node_avg': 2.86796785304248, 'streets_per_node_counts': {0: 0, 1: 119, 2: 0, 3: 631, 4: 119, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13662456946039037, 2: 0.0, 3: 0.7244546498277842, 4: 0.13662456946039037, 5: 0.002296211251435132}, 'edge_length_total': 264758.13100000034, 'edge_length_avg': 109.3138443435179, 'street_length_total': 133812.86500000005, 'street_length_avg': 108.61433847402601, 'street_segments_count': 1232, 'node_density_km': 54.39880650764146, 'intersection_density_km': 46.96659298937587, 'edge_density_km': 16535.621515033075, 'street_density_km': 8357.359530847476, 'circuity_avg': 1.0633929682678334, 'self_loop_proportion': 0.002477291494632535, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0633929682678334\n", - "7701\n", - "10020223.058916625\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 357, 'm': 969, 'k_avg': 5.428571428571429, 'intersection_count': 307, 'streets_per_node_avg': 2.843137254901961, 'streets_per_node_counts': {0: 0, 1: 50, 2: 0, 3: 264, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1400560224089636, 2: 0.0, 3: 0.7394957983193278, 4: 0.11764705882352941, 5: 0.0028011204481792717}, 'edge_length_total': 136465.52699999983, 'edge_length_avg': 140.83129721362212, 'street_length_total': 68343.07499999998, 'street_length_avg': 140.62361111111107, 'street_segments_count': 486, 'node_density_km': 35.627949388044705, 'intersection_density_km': 30.638040510167297, 'edge_density_km': 13619.01089403037, 'street_density_km': 6820.5143336788315, 'circuity_avg': 1.0569096219003618, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0569096219003618\n", - "7702\n", - "8009019.7287530005\n", - "{'n': 394, 'm': 1060, 'k_avg': 5.380710659898477, 'intersection_count': 330, 'streets_per_node_avg': 2.771573604060914, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 292, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16243654822335024, 2: 0.0, 3: 0.7411167512690355, 4: 0.09644670050761421}, 'edge_length_total': 127902.84799999987, 'edge_length_avg': 120.66306415094327, 'street_length_total': 63951.42399999994, 'street_length_avg': 120.66306415094328, 'street_segments_count': 530, 'node_density_km': 49.19453482996297, 'intersection_density_km': 41.20354440073041, 'edge_density_km': 15969.850534993535, 'street_density_km': 7984.925267496768, 'circuity_avg': 1.0614703713912321, 'self_loop_proportion': 0.007547169811320755, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0614703713912321\n", - "7703\n", - "32073753.91919118\n", - "{'n': 2002, 'm': 5380, 'k_avg': 5.374625374625374, 'intersection_count': 1622, 'streets_per_node_avg': 2.808191808191808, 'streets_per_node_counts': {0: 0, 1: 380, 2: 2, 3: 1256, 4: 350, 5: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18981018981018982, 2: 0.000999000999000999, 3: 0.6273726273726273, 4: 0.17482517482517482, 5: 0.006993006993006993}, 'edge_length_total': 531951.7620000005, 'edge_length_avg': 98.87579219330864, 'street_length_total': 273119.01000000036, 'street_length_avg': 98.421264864865, 'street_segments_count': 2775, 'node_density_km': 62.41863690305713, 'intersection_density_km': 50.570943584794534, 'edge_density_km': 16585.266674435312, 'street_density_km': 8515.342815440785, 'circuity_avg': 1.0699556053188328, 'self_loop_proportion': 0.004275092936802974, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0699556053188328\n", - "7704\n", - "18014888.38354102\n", - "{'n': 652, 'm': 1828, 'k_avg': 5.607361963190184, 'intersection_count': 550, 'streets_per_node_avg': 2.8865030674846626, 'streets_per_node_counts': {0: 0, 1: 102, 2: 0, 3: 423, 4: 125, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15644171779141106, 2: 0.0, 3: 0.6487730061349694, 4: 0.19171779141104295, 5: 0.0015337423312883436, 6: 0.0015337423312883436}, 'edge_length_total': 261696.6049999995, 'edge_length_avg': 143.1600683807437, 'street_length_total': 131274.40300000002, 'street_length_avg': 143.15638276990188, 'street_segments_count': 917, 'node_density_km': 36.19228640881773, 'intersection_density_km': 30.530302952223543, 'edge_density_km': 14526.684785851568, 'street_density_km': 7286.995079022334, 'circuity_avg': 1.0341694592916553, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0341694592916553\n", - "7705\n", - "8009968.157585002\n", - "{'n': 305, 'm': 900, 'k_avg': 5.901639344262295, 'intersection_count': 278, 'streets_per_node_avg': 3.0524590163934424, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 208, 4: 70}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08852459016393442, 2: 0.0, 3: 0.6819672131147541, 4: 0.22950819672131148}, 'edge_length_total': 115763.27200000013, 'edge_length_avg': 128.62585777777792, 'street_length_total': 57881.63599999995, 'street_length_avg': 128.62585777777767, 'street_segments_count': 450, 'node_density_km': 38.077554616890914, 'intersection_density_km': 34.706754699985815, 'edge_density_km': 14452.401023639357, 'street_density_km': 7226.200511819664, 'circuity_avg': 1.041741972703084, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041741972703084\n", - "7706\n", - "18014262.1549506\n", - "{'n': 856, 'm': 2263, 'k_avg': 5.287383177570093, 'intersection_count': 664, 'streets_per_node_avg': 2.689252336448598, 'streets_per_node_counts': {0: 0, 1: 192, 2: 0, 3: 546, 4: 118}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22429906542056074, 2: 0.0, 3: 0.6378504672897196, 4: 0.1378504672897196}, 'edge_length_total': 269630.45599999983, 'edge_length_avg': 119.14735130357924, 'street_length_total': 135127.37600000005, 'street_length_avg': 119.15994356261027, 'street_segments_count': 1134, 'node_density_km': 47.517905126342235, 'intersection_density_km': 36.8596834157608, 'edge_density_km': 14967.610312360264, 'street_density_km': 7501.132982172403, 'circuity_avg': 1.0635916301930197, 'self_loop_proportion': 0.0026513477684489617, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0635916301930197\n", - "7707\n", - "16012616.00422947\n", - "{'n': 788, 'm': 2083, 'k_avg': 5.286802030456853, 'intersection_count': 632, 'streets_per_node_avg': 2.739847715736041, 'streets_per_node_counts': {0: 0, 1: 156, 2: 0, 3: 529, 4: 99, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19796954314720813, 2: 0.0, 3: 0.6713197969543148, 4: 0.12563451776649745, 5: 0.005076142131979695}, 'edge_length_total': 229002.83099999916, 'edge_length_avg': 109.9389491118575, 'street_length_total': 115895.933, 'street_length_avg': 108.61849390815371, 'street_segments_count': 1067, 'node_density_km': 49.211196958189895, 'intersection_density_km': 39.46887877864976, 'edge_density_km': 14301.400279599027, 'street_density_km': 7237.788814106827, 'circuity_avg': 1.0867721515653161, 'self_loop_proportion': 0.0019203072491598655, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0867721515653161\n", - "7708\n", - "16018217.063818878\n", - "{'n': 783, 'm': 2204, 'k_avg': 5.62962962962963, 'intersection_count': 639, 'streets_per_node_avg': 2.9080459770114944, 'streets_per_node_counts': {0: 0, 1: 144, 2: 1, 3: 422, 4: 215, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1839080459770115, 2: 0.001277139208173691, 3: 0.5389527458492975, 4: 0.27458492975734355, 5: 0.001277139208173691}, 'edge_length_total': 262593.8920000005, 'edge_length_avg': 119.14423411978245, 'street_length_total': 133198.48700000002, 'street_length_avg': 118.29350532859682, 'street_segments_count': 1126, 'node_density_km': 48.88184476964044, 'intersection_density_km': 39.892080214304265, 'edge_density_km': 16393.45321353736, 'street_density_km': 8315.43775872921, 'circuity_avg': 1.0385665324574318, 'self_loop_proportion': 0.0018148820326678765, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0385665324574318\n", - "7709\n", - "181220688.2866995\n", - "{'n': 22408, 'm': 58821, 'k_avg': 5.25, 'intersection_count': 17661, 'streets_per_node_avg': 2.7149678686183507, 'streets_per_node_counts': {0: 0, 1: 4747, 2: 39, 3: 14533, 4: 3034, 5: 53, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21184398429132453, 2: 0.0017404498393430918, 3: 0.648563013209568, 4: 0.13539807211710103, 5: 0.002365226704748304, 6: 8.925383791503035e-05}, 'edge_length_total': 4632774.469000051, 'edge_length_avg': 78.76055267676597, 'street_length_total': 2386188.427000002, 'street_length_avg': 78.963182997452, 'street_segments_count': 30219, 'node_density_km': 123.65034153578266, 'intersection_density_km': 97.4557605258594, 'edge_density_km': 25564.26924982642, 'street_density_km': 13167.306942488496, 'circuity_avg': 1.0694386914515712, 'self_loop_proportion': 0.0028901242753438397, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0694386914515712\n", - "7710\n", - "6009092.908326304\n", - "{'n': 459, 'm': 1229, 'k_avg': 5.355119825708061, 'intersection_count': 387, 'streets_per_node_avg': 2.8366013071895426, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 323, 4: 59, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1568627450980392, 2: 0.0, 3: 0.7037037037037037, 4: 0.12854030501089325, 5: 0.010893246187363835}, 'edge_length_total': 116790.69000000041, 'edge_length_avg': 95.02903986981319, 'street_length_total': 58630.07500000005, 'street_length_avg': 94.41235909822873, 'street_segments_count': 621, 'node_density_km': 76.38424085006268, 'intersection_density_km': 64.40239914809206, 'edge_density_km': 19435.660553387883, 'street_density_km': 9756.892744787021, 'circuity_avg': 1.0513021227591224, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0513021227591224\n", - "7711\n", - "20000753.12307939\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1262, 'm': 3190, 'k_avg': 5.055467511885896, 'intersection_count': 926, 'streets_per_node_avg': 2.6053882725832014, 'streets_per_node_counts': {0: 0, 1: 336, 2: 0, 3: 759, 4: 160, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2662440570522979, 2: 0.0, 3: 0.6014263074484945, 4: 0.12678288431061807, 5: 0.005546751188589541}, 'edge_length_total': 335251.5039999999, 'edge_length_avg': 105.09451536050153, 'street_length_total': 168613.33799999973, 'street_length_avg': 104.14659542927717, 'street_segments_count': 1619, 'node_density_km': 63.09762398615607, 'intersection_density_km': 46.2982565857215, 'edge_density_km': 16761.94400965554, 'street_density_km': 8430.349445463253, 'circuity_avg': 1.0908989211030378, 'self_loop_proportion': 0.006269592476489028, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0908989211030378\n", - "7712\n", - "5005245.417398115\n", - "{'n': 419, 'm': 1130, 'k_avg': 5.393794749403341, 'intersection_count': 343, 'streets_per_node_avg': 2.7541766109785204, 'streets_per_node_counts': {0: 0, 1: 76, 2: 0, 3: 295, 4: 47, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18138424821002386, 2: 0.0, 3: 0.7040572792362768, 4: 0.11217183770883055, 5: 0.002386634844868735}, 'edge_length_total': 88661.47799999986, 'edge_length_avg': 78.46148495575208, 'street_length_total': 44693.652999999984, 'street_length_avg': 77.99939441535774, 'street_segments_count': 573, 'node_density_km': 83.71217893603496, 'intersection_density_km': 68.52810829369926, 'edge_density_km': 17713.712436919606, 'street_density_km': 8929.362952842612, 'circuity_avg': 1.0843131424668933, 'self_loop_proportion': 0.005309734513274336, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0843131424668933\n", - "7713\n", - "10010745.527730897\n", - "{'n': 1126, 'm': 2987, 'k_avg': 5.30550621669627, 'intersection_count': 903, 'streets_per_node_avg': 2.716696269982238, 'streets_per_node_counts': {0: 0, 1: 223, 2: 0, 3: 778, 4: 123, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1980461811722913, 2: 0.0, 3: 0.6909413854351687, 4: 0.10923623445825932, 5: 0.0017761989342806395}, 'edge_length_total': 188432.26900000076, 'edge_length_avg': 63.08412085704746, 'street_length_total': 95016.51199999996, 'street_length_avg': 62.75859445178333, 'street_segments_count': 1514, 'node_density_km': 112.4791352333203, 'intersection_density_km': 90.20307203879949, 'edge_density_km': 18823.00059251552, 'street_density_km': 9491.452133788984, 'circuity_avg': 1.060177155823465, 'self_loop_proportion': 0.0006695681285570807, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.060177155823465\n", - "7714\n", - "21022474.12662113\n", - "{'n': 1878, 'm': 5144, 'k_avg': 5.4781682641107565, 'intersection_count': 1512, 'streets_per_node_avg': 2.751863684771033, 'streets_per_node_counts': {0: 0, 1: 366, 2: 0, 3: 1253, 4: 252, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19488817891373802, 2: 0.0, 3: 0.667199148029819, 4: 0.134185303514377, 5: 0.003727369542066028}, 'edge_length_total': 303650.4209999989, 'edge_length_avg': 59.03001963452545, 'street_length_total': 151926.0579999999, 'street_length_avg': 58.977506987577605, 'street_segments_count': 2576, 'node_density_km': 89.3329675987973, 'intersection_density_km': 71.92302822650772, 'edge_density_km': 14444.085846940396, 'street_density_km': 7226.84005150532, 'circuity_avg': 1.093059364587975, 'self_loop_proportion': 0.003110419906687403, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.093059364587975\n", - "7715\n", - "64069492.64325219\n", - "{'n': 5116, 'm': 12888, 'k_avg': 5.038311180609852, 'intersection_count': 3837, 'streets_per_node_avg': 2.5822908522283035, 'streets_per_node_counts': {0: 0, 1: 1279, 2: 1, 3: 3423, 4: 405, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.25, 2: 0.00019546520719311962, 3: 0.6690774042220484, 4: 0.07916340891321345, 5: 0.0013682564503518374, 6: 0.00019546520719311962}, 'edge_length_total': 1078387.027999998, 'edge_length_avg': 83.67372967101164, 'street_length_total': 546070.141999999, 'street_length_avg': 83.39495143555268, 'street_segments_count': 6548, 'node_density_km': 79.85079620478028, 'intersection_density_km': 59.88809715358521, 'edge_density_km': 16831.521267143577, 'street_density_km': 8523.091403900966, 'circuity_avg': 1.1103956640685542, 'self_loop_proportion': 0.004655493482309125, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1103956640685542\n", - "7716\n", - "28030738.441392206\n", - "{'n': 1391, 'm': 3514, 'k_avg': 5.052480230050324, 'intersection_count': 1062, 'streets_per_node_avg': 2.6369518332135153, 'streets_per_node_counts': {0: 0, 1: 329, 2: 0, 3: 914, 4: 143, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23652048885693747, 2: 0.0, 3: 0.6570812365204889, 4: 0.102803738317757, 5: 0.0035945363048166786}, 'edge_length_total': 335811.62800000026, 'edge_length_avg': 95.56392373363695, 'street_length_total': 169488.87999999966, 'street_length_avg': 94.47540691192846, 'street_segments_count': 1794, 'node_density_km': 49.62409402479206, 'intersection_density_km': 37.886979046965614, 'edge_density_km': 11980.120634428833, 'street_density_km': 6046.536389127737, 'circuity_avg': 1.07358918969965, 'self_loop_proportion': 0.003414911781445646, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07358918969965\n", - "7717\n", - "6021224.901627465\n", - "{'n': 524, 'm': 1399, 'k_avg': 5.3396946564885495, 'intersection_count': 411, 'streets_per_node_avg': 2.7290076335877864, 'streets_per_node_counts': {0: 0, 1: 113, 2: 1, 3: 326, 4: 83, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21564885496183206, 2: 0.0019083969465648854, 3: 0.6221374045801527, 4: 0.15839694656488548, 5: 0.0019083969465648854}, 'edge_length_total': 120064.35999999977, 'edge_length_avg': 85.8215582558969, 'street_length_total': 60072.58299999997, 'street_length_avg': 85.69555349500709, 'street_segments_count': 701, 'node_density_km': 87.0254821171634, 'intersection_density_km': 68.25853654609573, 'edge_density_km': 19940.188576505057, 'street_density_km': 9976.804384729603, 'circuity_avg': 1.059122946911777, 'self_loop_proportion': 0.004288777698355968, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059122946911777\n", - "7718\n", - "6022015.871032981\n", - "{'n': 217, 'm': 585, 'k_avg': 5.391705069124424, 'intersection_count': 175, 'streets_per_node_avg': 2.7880184331797233, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 137, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1935483870967742, 2: 0.0, 3: 0.631336405529954, 4: 0.17511520737327188}, 'edge_length_total': 66327.39100000002, 'edge_length_avg': 113.38015555555559, 'street_length_total': 33305.08200000002, 'street_length_avg': 113.28259183673475, 'street_segments_count': 294, 'node_density_km': 36.034445050835956, 'intersection_density_km': 29.06003633131932, 'edge_density_km': 11014.150812694987, 'street_density_km': 5530.553673928969, 'circuity_avg': 1.0693798790435776, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0693798790435776\n", - "7719\n", - "15055911.969334811\n", - "{'n': 1342, 'm': 3399, 'k_avg': 5.065573770491803, 'intersection_count': 1021, 'streets_per_node_avg': 2.663189269746647, 'streets_per_node_counts': {0: 0, 1: 321, 2: 1, 3: 832, 4: 185, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2391952309985097, 2: 0.0007451564828614009, 3: 0.6199701937406855, 4: 0.13785394932935915, 5: 0.0022354694485842027}, 'edge_length_total': 280064.50899999996, 'edge_length_avg': 82.39614857310973, 'street_length_total': 143611.47799999992, 'street_length_avg': 81.64381921546328, 'street_segments_count': 1759, 'node_density_km': 89.13442126477119, 'intersection_density_km': 67.81389278042577, 'edge_density_km': 18601.63034762839, 'street_density_km': 9538.543948217894, 'circuity_avg': 1.092406903785555, 'self_loop_proportion': 0.00176522506619594, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.092406903785555\n", - "7720\n", - "3011920.9985535694\n", - "error with entry 7720\n", - "7721\n", - "60210176.46366484\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 7209, 'm': 20942, 'k_avg': 5.809959772506589, 'intersection_count': 6227, 'streets_per_node_avg': 2.980302399778055, 'streets_per_node_counts': {0: 0, 1: 982, 2: 5, 3: 4443, 4: 1735, 5: 41, 6: 2, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13621861561936469, 2: 0.0006935774726036898, 3: 0.6163129421556388, 4: 0.24067138299348037, 5: 0.0056873352753502564, 6: 0.00027743098904147595, 7: 0.00013871549452073797}, 'edge_length_total': 1411240.752000002, 'edge_length_avg': 67.38805997516961, 'street_length_total': 720938.6860000012, 'street_length_avg': 67.18906672879787, 'street_segments_count': 10730, 'node_density_km': 119.73059079722894, 'intersection_density_km': 103.42105547154178, 'edge_density_km': 23438.5752523354, 'street_density_km': 11973.701595694003, 'circuity_avg': 1.0882950236392543, 'self_loop_proportion': 0.0032948142488778533, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0882950236392543\n", - "7722\n", - "10035641.44690248\n", - "{'n': 108, 'm': 284, 'k_avg': 5.2592592592592595, 'intersection_count': 90, 'streets_per_node_avg': 2.759259259259259, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 81, 4: 8, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.75, 4: 0.07407407407407407, 5: 0.009259259259259259}, 'edge_length_total': 40217.693999999996, 'edge_length_avg': 141.61159859154927, 'street_length_total': 20108.84699999999, 'street_length_avg': 141.61159859154924, 'street_segments_count': 142, 'node_density_km': 10.761643943879085, 'intersection_density_km': 8.968036619899237, 'edge_density_km': 4007.4861395544644, 'street_density_km': 2003.7430697772313, 'circuity_avg': 1.0893133141832247, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0893133141832247\n", - "7723\n", - "8028578.769568848\n", - "{'n': 248, 'm': 666, 'k_avg': 5.370967741935484, 'intersection_count': 202, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 172, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18548387096774194, 2: 0.0, 3: 0.6935483870967742, 4: 0.12096774193548387}, 'edge_length_total': 79038.2840000001, 'edge_length_avg': 118.67610210210225, 'street_length_total': 39519.14200000002, 'street_length_avg': 118.67610210210216, 'street_segments_count': 333, 'node_density_km': 30.889651471068284, 'intersection_density_km': 25.160119343370134, 'edge_density_km': 9844.617119481112, 'street_density_km': 4922.3085597405525, 'circuity_avg': 1.0570946773019991, 'self_loop_proportion': 0.003003003003003003, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0570946773019991\n", - "7724\n", - "6022448.0525949495\n", - "{'n': 260, 'm': 688, 'k_avg': 5.292307692307692, 'intersection_count': 206, 'streets_per_node_avg': 2.707692307692308, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 174, 4: 32}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2076923076923077, 2: 0.0, 3: 0.6692307692307692, 4: 0.12307692307692308}, 'edge_length_total': 48145.96499999989, 'edge_length_avg': 69.9796002906975, 'street_length_total': 24339.603000000006, 'street_length_avg': 69.54172285714287, 'street_segments_count': 350, 'node_density_km': 43.171812812560724, 'intersection_density_km': 34.205359382259644, 'edge_density_km': 7994.4176486926735, 'street_density_km': 4041.4799409540065, 'circuity_avg': 1.0941619546341577, 'self_loop_proportion': 0.00872093023255814, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0941619546341577\n", - "7725\n", - "20082263.36314062\n", - "{'n': 5661, 'm': 16674, 'k_avg': 5.890832008479068, 'intersection_count': 5075, 'streets_per_node_avg': 2.9902844020491077, 'streets_per_node_counts': {0: 0, 1: 586, 2: 2, 3: 3972, 4: 1089, 5: 10, 6: 0, 7: 0, 8: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10351527998586822, 2: 0.0003532944709415298, 3: 0.7016428192898782, 4: 0.19236883942766295, 5: 0.0017664723547076487, 6: 0.0, 7: 0.0, 8: 0.0003532944709415298}, 'edge_length_total': 640760.4669999994, 'edge_length_avg': 38.42871938347123, 'street_length_total': 322392.33099999843, 'street_length_avg': 38.37090347536282, 'street_segments_count': 8402, 'node_density_km': 281.8905368201829, 'intersection_density_km': 252.71055897587493, 'edge_density_km': 31906.785376396554, 'street_density_km': 16053.585453506385, 'circuity_avg': 1.0626985212565938, 'self_loop_proportion': 0.0021590500179920835, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0626985212565938\n", - "7726\n", - "7022369.217882806\n", - "{'n': 197, 'm': 546, 'k_avg': 5.543147208121828, 'intersection_count': 155, 'streets_per_node_avg': 2.8426395939086295, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 103, 4: 51, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2131979695431472, 2: 0.0, 3: 0.5228426395939086, 4: 0.25888324873096447, 5: 0.005076142131979695}, 'edge_length_total': 73178.22799999999, 'edge_length_avg': 134.02605860805858, 'street_length_total': 36589.11399999996, 'street_length_avg': 134.02605860805846, 'street_segments_count': 273, 'node_density_km': 28.05321023257078, 'intersection_density_km': 22.07232277181965, 'edge_density_km': 10420.732053456839, 'street_density_km': 5210.366026728414, 'circuity_avg': 1.0442147457114188, 'self_loop_proportion': 0.003663003663003663, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0442147457114188\n", - "7727\n", - "5015689.512438829\n", - "{'n': 240, 'm': 638, 'k_avg': 5.316666666666666, 'intersection_count': 188, 'streets_per_node_avg': 2.779166666666667, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 137, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21666666666666667, 2: 0.0, 3: 0.5708333333333333, 4: 0.2125}, 'edge_length_total': 71260.94400000009, 'edge_length_avg': 111.69426959247663, 'street_length_total': 35630.472000000016, 'street_length_avg': 111.69426959247654, 'street_segments_count': 319, 'node_density_km': 47.84985183090059, 'intersection_density_km': 37.482383934205465, 'edge_density_km': 14207.60671554212, 'street_density_km': 7103.803357771054, 'circuity_avg': 1.0463275211760545, 'self_loop_proportion': 0.003134796238244514, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0463275211760545\n", - "7728\n", - "10030940.67569285\n", - "{'n': 746, 'm': 1828, 'k_avg': 4.900804289544236, 'intersection_count': 527, 'streets_per_node_avg': 2.513404825737265, 'streets_per_node_counts': {0: 0, 1: 219, 2: 0, 3: 455, 4: 69, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2935656836461126, 2: 0.0, 3: 0.6099195710455764, 4: 0.09249329758713137, 5: 0.004021447721179625}, 'edge_length_total': 162131.35799999954, 'edge_length_avg': 88.69330306345708, 'street_length_total': 81065.67899999999, 'street_length_avg': 88.69330306345732, 'street_segments_count': 914, 'node_density_km': 74.3698945212307, 'intersection_density_km': 52.53744559341634, 'edge_density_km': 16163.125996037346, 'street_density_km': 8081.562998018695, 'circuity_avg': 1.082354580722313, 'self_loop_proportion': 0.0032822757111597373, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.082354580722313\n", - "7729\n", - "14044778.939010086\n", - "{'n': 981, 'm': 2761, 'k_avg': 5.6289500509684, 'intersection_count': 815, 'streets_per_node_avg': 2.9164118246687054, 'streets_per_node_counts': {0: 0, 1: 166, 2: 0, 3: 569, 4: 242, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1692150866462793, 2: 0.0, 3: 0.5800203873598369, 4: 0.24668705402650357, 5: 0.004077471967380225}, 'edge_length_total': 194219.1969999993, 'edge_length_avg': 70.3437873958708, 'street_length_total': 98222.62099999996, 'street_length_avg': 69.90933879003556, 'street_segments_count': 1405, 'node_density_km': 69.84801998379788, 'intersection_density_km': 58.02868123016847, 'edge_density_km': 13828.569167475156, 'street_density_km': 6993.532716074416, 'circuity_avg': 1.0917923443474002, 'self_loop_proportion': 0.004346251358203549, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0917923443474002\n", - "7730\n", - "18053790.203284327\n", - "{'n': 776, 'm': 2060, 'k_avg': 5.309278350515464, 'intersection_count': 623, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 153, 2: 1, 3: 509, 4: 113}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19716494845360824, 2: 0.001288659793814433, 3: 0.6559278350515464, 4: 0.14561855670103094}, 'edge_length_total': 255365.6600000008, 'edge_length_avg': 123.96391262135961, 'street_length_total': 129264.98100000009, 'street_length_avg': 123.81703160919548, 'street_segments_count': 1044, 'node_density_km': 42.98266409780429, 'intersection_density_km': 34.50798934656195, 'edge_density_km': 14144.711837492438, 'street_density_km': 7159.991311768115, 'circuity_avg': 1.0589229577361725, 'self_loop_proportion': 0.000970873786407767, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0589229577361725\n", - "7731\n", - "6017334.818553728\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 279, 'm': 782, 'k_avg': 5.60573476702509, 'intersection_count': 234, 'streets_per_node_avg': 2.860215053763441, 'streets_per_node_counts': {0: 0, 1: 45, 2: 0, 3: 183, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16129032258064516, 2: 0.0, 3: 0.6559139784946236, 4: 0.1827956989247312}, 'edge_length_total': 104673.99999999988, 'edge_length_avg': 133.85421994884896, 'street_length_total': 52337.000000000015, 'street_length_avg': 133.85421994884913, 'street_segments_count': 391, 'node_density_km': 46.366042178629826, 'intersection_density_km': 38.887648278850826, 'edge_density_km': 17395.408957010368, 'street_density_km': 8697.704478505197, 'circuity_avg': 1.0622143550889982, 'self_loop_proportion': 0.015345268542199489, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0622143550889982\n", - "7732\n", - "23067416.58865945\n", - "{'n': 1770, 'm': 4937, 'k_avg': 5.578531073446328, 'intersection_count': 1451, 'streets_per_node_avg': 2.8333333333333335, 'streets_per_node_counts': {0: 0, 1: 319, 2: 0, 3: 1117, 4: 326, 5: 7, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18022598870056497, 2: 0.0, 3: 0.6310734463276836, 4: 0.18418079096045198, 5: 0.0039548022598870055, 6: 0.0005649717514124294}, 'edge_length_total': 413540.31700000033, 'edge_length_avg': 83.7634832894471, 'street_length_total': 208045.50299999965, 'street_length_avg': 83.8217175664785, 'street_segments_count': 2482, 'node_density_km': 76.73160941959051, 'intersection_density_km': 62.90257924735923, 'edge_density_km': 17927.465583783996, 'street_density_km': 9019.0204958747, 'circuity_avg': 1.098539862264151, 'self_loop_proportion': 0.005266356086692323, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.098539862264151\n", - "7733\n", - "3009367.8588453094\n", - "{'n': 185, 'm': 482, 'k_avg': 5.210810810810811, 'intersection_count': 152, 'streets_per_node_avg': 2.7405405405405405, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 134, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1783783783783784, 2: 0.0, 3: 0.7243243243243244, 4: 0.0972972972972973}, 'edge_length_total': 55945.449999999975, 'edge_length_avg': 116.06939834024891, 'street_length_total': 27972.725000000013, 'street_length_avg': 116.06939834024902, 'street_segments_count': 241, 'node_density_km': 61.47470454841113, 'intersection_density_km': 50.508946439775634, 'edge_density_km': 18590.4324842049, 'street_density_km': 9295.216242102457, 'circuity_avg': 1.0946385183689598, 'self_loop_proportion': 0.016597510373443983, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0946385183689598\n", - "7734\n", - "52192674.921553776\n", - "error with entry 7734\n", - "7735\n", - "22082229.691051904\n", - "{'n': 1187, 'm': 3145, 'k_avg': 5.299073294018534, 'intersection_count': 948, 'streets_per_node_avg': 2.721988205560236, 'streets_per_node_counts': {0: 0, 1: 239, 2: 0, 3: 802, 4: 144, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2013479359730413, 2: 0.0, 3: 0.6756529064869419, 4: 0.12131423757371525, 5: 0.0016849199663016006}, 'edge_length_total': 303147.3069999998, 'edge_length_avg': 96.39024069952299, 'street_length_total': 152642.18200000015, 'street_length_avg': 96.24349432534687, 'street_segments_count': 1586, 'node_density_km': 53.75362980129641, 'intersection_density_km': 42.93044738974642, 'edge_density_km': 13728.11130222236, 'street_density_km': 6912.444265619308, 'circuity_avg': 1.0833559524773158, 'self_loop_proportion': 0.003179650238473768, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0833559524773158\n", - "7736\n", - "20072234.936123382\n", - "{'n': 1331, 'm': 3771, 'k_avg': 5.666416228399699, 'intersection_count': 1152, 'streets_per_node_avg': 2.9511645379413975, 'streets_per_node_counts': {0: 0, 1: 179, 2: 0, 3: 861, 4: 289, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13448534936138243, 2: 0.0, 3: 0.6468820435762584, 4: 0.21712997746055598, 5: 0.0015026296018031556}, 'edge_length_total': 265663.10299999925, 'edge_length_avg': 70.44897984619445, 'street_length_total': 135971.99000000002, 'street_length_avg': 69.87255395683454, 'street_segments_count': 1946, 'node_density_km': 66.31050325166532, 'intersection_density_km': 57.39271205553603, 'edge_density_km': 13235.352408211083, 'street_density_km': 6774.133046604363, 'circuity_avg': 1.0801334117831218, 'self_loop_proportion': 0.0031821797931583136, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0801334117831218\n", - "7737\n", - "170608474.96585166\n", - "{'n': 20659, 'm': 58596, 'k_avg': 5.672685028316956, 'intersection_count': 17463, 'streets_per_node_avg': 2.9074011326782516, 'streets_per_node_counts': {0: 0, 1: 3196, 2: 23, 3: 13042, 4: 4299, 5: 94, 6: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1547025509463188, 2: 0.0011133162302144344, 3: 0.6312987075850719, 4: 0.20809332494312408, 5: 0.004550075027832906, 6: 0.0002420252674379205}, 'edge_length_total': 3419569.800000002, 'edge_length_avg': 58.35841695678889, 'street_length_total': 1749221.2010000108, 'street_length_avg': 58.394965815390115, 'street_segments_count': 29955, 'node_density_km': 121.09011585816606, 'intersection_density_km': 102.35716604052247, 'edge_density_km': 20043.375926573695, 'street_density_km': 10252.83885428393, 'circuity_avg': 1.0759787877070455, 'self_loop_proportion': 0.0029012219264113594, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0759787877070455\n", - "7738\n", - "5017446.108934641\n", - "{'n': 190, 'm': 432, 'k_avg': 4.5473684210526315, 'intersection_count': 124, 'streets_per_node_avg': 2.373684210526316, 'streets_per_node_counts': {0: 0, 1: 66, 2: 0, 3: 111, 4: 13}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3473684210526316, 2: 0.0, 3: 0.5842105263157895, 4: 0.06842105263157895}, 'edge_length_total': 54748.30600000005, 'edge_length_avg': 126.73218981481493, 'street_length_total': 27374.153000000002, 'street_length_avg': 126.73218981481483, 'street_segments_count': 216, 'node_density_km': 37.86787060087485, 'intersection_density_km': 24.71376818162359, 'edge_density_km': 10911.58824855317, 'street_density_km': 5455.79412427658, 'circuity_avg': 1.0910685011075096, 'self_loop_proportion': 0.009259259259259259, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0910685011075096\n", - "7739\n", - "10036063.888427678\n", - "{'n': 677, 'm': 1884, 'k_avg': 5.565731166912851, 'intersection_count': 578, 'streets_per_node_avg': 2.810930576070901, 'streets_per_node_counts': {0: 0, 1: 99, 2: 0, 3: 508, 4: 70}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14623338257016247, 2: 0.0, 3: 0.7503692762186115, 4: 0.103397341211226}, 'edge_length_total': 106717.59999999998, 'edge_length_avg': 56.644161358811026, 'street_length_total': 53358.8, 'street_length_avg': 56.64416135881104, 'street_segments_count': 942, 'node_density_km': 67.45672482023863, 'intersection_density_km': 57.5922997726705, 'edge_density_km': 10633.41178238744, 'street_density_km': 5316.705891193721, 'circuity_avg': 1.0711267978619132, 'self_loop_proportion': 0.0010615711252653928, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0711267978619132\n", - "7740\n", - "8026614.71355893\n", - "{'n': 184, 'm': 506, 'k_avg': 5.5, 'intersection_count': 158, 'streets_per_node_avg': 2.8260869565217392, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 138, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14130434782608695, 2: 0.0, 3: 0.75, 4: 0.10869565217391304}, 'edge_length_total': 67698.502, 'edge_length_avg': 133.79150592885375, 'street_length_total': 33849.251, 'street_length_avg': 133.79150592885375, 'street_segments_count': 253, 'node_density_km': 22.923736415201127, 'intersection_density_km': 19.68451279131401, 'edge_density_km': 8434.25334539112, 'street_density_km': 4217.12667269556, 'circuity_avg': 1.084792118588563, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.084792118588563\n", - "7741\n", - "5018860.057806408\n", - "{'n': 375, 'm': 985, 'k_avg': 5.253333333333333, 'intersection_count': 293, 'streets_per_node_avg': 2.7253333333333334, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 233, 4: 59, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21866666666666668, 2: 0.0, 3: 0.6213333333333333, 4: 0.15733333333333333, 5: 0.0026666666666666666}, 'edge_length_total': 97906.92999999998, 'edge_length_avg': 99.39789847715734, 'street_length_total': 49038.20500000002, 'street_length_avg': 99.26762145748992, 'street_segments_count': 494, 'node_density_km': 74.71816222823738, 'intersection_density_km': 58.37979075432947, 'edge_density_km': 19507.802344023145, 'street_density_km': 9770.785484190836, 'circuity_avg': 1.0833194491224478, 'self_loop_proportion': 0.006091370558375634, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0833194491224478\n", - "7742\n", - "7023058.156314812\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 228, 'm': 592, 'k_avg': 5.192982456140351, 'intersection_count': 182, 'streets_per_node_avg': 2.789473684210526, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 139, 4: 42, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20175438596491227, 2: 0.0, 3: 0.6096491228070176, 4: 0.18421052631578946, 5: 0.0043859649122807015}, 'edge_length_total': 90866.2200000001, 'edge_length_avg': 153.49023648648665, 'street_length_total': 45433.109999999986, 'street_length_avg': 153.49023648648645, 'street_segments_count': 296, 'node_density_km': 32.46448981701695, 'intersection_density_km': 25.914636608320542, 'edge_density_km': 12938.26962237204, 'street_density_km': 6469.13481118601, 'circuity_avg': 1.029361883947733, 'self_loop_proportion': 0.006756756756756757, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.029361883947733\n", - "7743\n", - "2006629.3152878392\n", - "{'n': 19, 'm': 60, 'k_avg': 6.315789473684211, 'intersection_count': 18, 'streets_per_node_avg': 3.263157894736842, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 12, 4: 5, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.05263157894736842, 2: 0.0, 3: 0.631578947368421, 4: 0.2631578947368421, 5: 0.05263157894736842}, 'edge_length_total': 9741.787999999999, 'edge_length_avg': 162.3631333333333, 'street_length_total': 4870.893999999999, 'street_length_avg': 162.3631333333333, 'street_segments_count': 30, 'node_density_km': 9.46861478363011, 'intersection_density_km': 8.970266637123263, 'edge_density_km': 4854.801993462653, 'street_density_km': 2427.4009967313264, 'circuity_avg': 1.1667394745424908, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1667394745424908\n", - "7744\n", - "5013426.661586312\n", - "{'n': 226, 'm': 592, 'k_avg': 5.238938053097345, 'intersection_count': 183, 'streets_per_node_avg': 2.734513274336283, 'streets_per_node_counts': {0: 0, 1: 43, 2: 1, 3: 155, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1902654867256637, 2: 0.004424778761061947, 3: 0.6858407079646017, 4: 0.11946902654867257}, 'edge_length_total': 77703.51199999997, 'edge_length_avg': 131.2559324324324, 'street_length_total': 39203.689000000006, 'street_length_avg': 131.55600335570472, 'street_segments_count': 298, 'node_density_km': 45.078948043989286, 'intersection_density_km': 36.50198005331875, 'edge_density_km': 15499.082213643791, 'street_density_km': 7819.739201609356, 'circuity_avg': 1.0875788578292107, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0875788578292107\n", - "7745\n", - "3010315.6807354265\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 292.272, 'edge_length_avg': 146.136, 'street_length_total': 146.136, 'street_length_avg': 146.136, 'street_segments_count': 1, 'node_density_km': 0.6643821486228301, 'intersection_density_km': 0.6643821486228301, 'edge_density_km': 97.0901496711459, 'street_density_km': 48.54507483557295, 'circuity_avg': 0.9999967204043295, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 0.9999967204043295\n", - "7746\n", - "8024039.4152106345\n", - "{'n': 608, 'm': 1634, 'k_avg': 5.375, 'intersection_count': 490, 'streets_per_node_avg': 2.7434210526315788, 'streets_per_node_counts': {0: 0, 1: 118, 2: 0, 3: 411, 4: 78, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19407894736842105, 2: 0.0, 3: 0.6759868421052632, 4: 0.12828947368421054, 5: 0.001644736842105263}, 'edge_length_total': 154775.58400000024, 'edge_length_avg': 94.72189963280309, 'street_length_total': 77387.79200000002, 'street_length_avg': 94.72189963280296, 'street_segments_count': 817, 'node_density_km': 75.7723097480622, 'intersection_density_km': 61.06649963248434, 'edge_density_km': 19288.986007048086, 'street_density_km': 9644.49300352403, 'circuity_avg': 1.0943103306389705, 'self_loop_proportion': 0.008567931456548347, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0943103306389705\n", - "7747\n", - "5018323.059079216\n", - "{'n': 159, 'm': 382, 'k_avg': 4.80503144654088, 'intersection_count': 110, 'streets_per_node_avg': 2.49685534591195, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 92, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3081761006289308, 2: 0.0, 3: 0.5786163522012578, 4: 0.11320754716981132}, 'edge_length_total': 55730.61499999999, 'edge_length_avg': 145.8916623036649, 'street_length_total': 27935.409000000018, 'street_length_avg': 145.49692187500008, 'street_segments_count': 192, 'node_density_km': 31.683890839258567, 'intersection_density_km': 21.91967290766316, 'edge_density_km': 11105.42592493551, 'street_density_km': 5566.682071107182, 'circuity_avg': 1.0590263542729184, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0590263542729184\n", - "7748\n", - "8023417.295223745\n", - "{'n': 233, 'm': 626, 'k_avg': 5.373390557939914, 'intersection_count': 191, 'streets_per_node_avg': 2.7982832618025753, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 155, 4: 35, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18025751072961374, 2: 0.0, 3: 0.6652360515021459, 4: 0.15021459227467812, 5: 0.004291845493562232}, 'edge_length_total': 103675.66399999974, 'edge_length_avg': 165.61607667731587, 'street_length_total': 51837.832000000046, 'street_length_avg': 165.61607667731644, 'street_segments_count': 313, 'node_density_km': 29.039995232293656, 'intersection_density_km': 23.805317980120552, 'edge_density_km': 12921.634284398591, 'street_density_km': 6460.8171421993175, 'circuity_avg': 1.0511206265993756, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0511206265993756\n", - "7749\n", - "95235231.83655918\n", - "{'n': 11724, 'm': 31534, 'k_avg': 5.379392698737632, 'intersection_count': 9391, 'streets_per_node_avg': 2.8161890139884, 'streets_per_node_counts': {0: 0, 1: 2333, 2: 16, 3: 6935, 4: 2359, 5: 75, 6: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19899351757079495, 2: 0.001364721937905152, 3: 0.5915216649607642, 4: 0.20121119071989083, 5: 0.0063971340839304, 6: 0.0005117707267144319}, 'edge_length_total': 2069720.7529999774, 'edge_length_avg': 65.6345770596809, 'street_length_total': 1082987.2240000025, 'street_length_avg': 65.74316906453, 'street_segments_count': 16473, 'node_density_km': 123.10570126106794, 'intersection_density_km': 98.60846473410858, 'edge_density_km': 21732.721316329564, 'street_density_km': 11371.70775053715, 'circuity_avg': 1.1003686817661358, 'self_loop_proportion': 0.004249381619838904, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1003686817661358\n", - "7750\n", - "8019463.308567539\n", - "{'n': 150, 'm': 410, 'k_avg': 5.466666666666667, 'intersection_count': 117, 'streets_per_node_avg': 2.8133333333333335, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 79, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22, 2: 0.0, 3: 0.5266666666666666, 4: 0.25333333333333335}, 'edge_length_total': 46850.12000000001, 'edge_length_avg': 114.26858536585368, 'street_length_total': 23425.06, 'street_length_avg': 114.26858536585367, 'street_segments_count': 205, 'node_density_km': 18.704493583722556, 'intersection_density_km': 14.589504995303594, 'edge_density_km': 5842.05179291088, 'street_density_km': 2921.0258964554396, 'circuity_avg': 1.082680449989344, 'self_loop_proportion': 0.004878048780487805, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.082680449989344\n", - "7751\n", - "110271713.72085916\n", - "{'n': 12478, 'm': 34881, 'k_avg': 5.590799807661484, 'intersection_count': 10280, 'streets_per_node_avg': 2.876743067799327, 'streets_per_node_counts': {0: 0, 1: 2198, 2: 11, 3: 7467, 4: 2738, 5: 61, 6: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17615002404231447, 2: 0.0008815515306940214, 3: 0.5984132072447508, 4: 0.21942619009456643, 5: 0.004888603942939574, 6: 0.00024042314473473312}, 'edge_length_total': 2484672.7760000043, 'edge_length_avg': 71.2328424070412, 'street_length_total': 1271598.6799999997, 'street_length_avg': 71.2939381027136, 'street_segments_count': 17836, 'node_density_km': 113.15685209705455, 'intersection_density_km': 93.22426987960577, 'edge_density_km': 22532.276793028566, 'street_density_km': 11531.503747360935, 'circuity_avg': 1.0750270281865686, 'self_loop_proportion': 0.0021501677130816204, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0750270281865686\n", - "7752\n", - "8022809.045906366\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 449, 'm': 1255, 'k_avg': 5.590200445434299, 'intersection_count': 371, 'streets_per_node_avg': 2.866369710467706, 'streets_per_node_counts': {0: 0, 1: 78, 2: 0, 3: 277, 4: 92, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17371937639198218, 2: 0.0, 3: 0.6169265033407573, 4: 0.20489977728285078, 5: 0.004454342984409799}, 'edge_length_total': 132902.5669999998, 'edge_length_avg': 105.89845976095602, 'street_length_total': 66693.06800000001, 'street_length_avg': 106.03031478537363, 'street_segments_count': 629, 'node_density_km': 55.96543522734123, 'intersection_density_km': 46.24315472014164, 'edge_density_km': 16565.590211549817, 'street_density_km': 8312.9322433556, 'circuity_avg': 1.0431779891743176, 'self_loop_proportion': 0.0015936254980079682, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0431779891743176\n", - "7753\n", - "11026843.573748948\n", - "{'n': 665, 'm': 1727, 'k_avg': 5.193984962406015, 'intersection_count': 492, 'streets_per_node_avg': 2.681203007518797, 'streets_per_node_counts': {0: 0, 1: 173, 2: 0, 3: 360, 4: 130, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26015037593984963, 2: 0.0, 3: 0.5413533834586466, 4: 0.19548872180451127, 5: 0.0030075187969924814}, 'edge_length_total': 181865.34899999975, 'edge_length_avg': 105.30709264620715, 'street_length_total': 92310.85299999994, 'street_length_avg': 105.49811771428566, 'street_segments_count': 875, 'node_density_km': 60.30737586439805, 'intersection_density_km': 44.61838936132908, 'edge_density_km': 16492.965351658513, 'street_density_km': 8371.466628923597, 'circuity_avg': 1.0716757245366466, 'self_loop_proportion': 0.0023161551823972205, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0716757245366466\n", - "7754\n", - "5012679.060220559\n", - "{'n': 329, 'm': 851, 'k_avg': 5.173252279635259, 'intersection_count': 258, 'streets_per_node_avg': 2.6808510638297873, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 221, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21580547112462006, 2: 0.0, 3: 0.6717325227963525, 4: 0.11246200607902736}, 'edge_length_total': 90700.80299999993, 'edge_length_avg': 106.58143713278487, 'street_length_total': 45407.669999999984, 'street_length_avg': 106.09268691588781, 'street_segments_count': 428, 'node_density_km': 65.63356561381848, 'intersection_density_km': 51.46948306493971, 'edge_density_km': 18094.276914670267, 'street_density_km': 9058.563186369653, 'circuity_avg': 1.0519789163045585, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0519789163045585\n", - "7755\n", - "10025790.350116743\n", - "{'n': 235, 'm': 592, 'k_avg': 5.038297872340426, 'intersection_count': 163, 'streets_per_node_avg': 2.5872340425531917, 'streets_per_node_counts': {0: 0, 1: 72, 2: 0, 3: 116, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.30638297872340425, 2: 0.0, 3: 0.49361702127659574, 4: 0.2}, 'edge_length_total': 86679.90200000007, 'edge_length_avg': 146.4187533783785, 'street_length_total': 43339.951, 'street_length_avg': 146.41875337837837, 'street_segments_count': 296, 'node_density_km': 23.439548583545196, 'intersection_density_km': 16.258069868586666, 'edge_density_km': 8645.692655940162, 'street_density_km': 4322.846327970077, 'circuity_avg': 1.0807563443196693, 'self_loop_proportion': 0.006756756756756757, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0807563443196693\n", - "7756\n", - "5010055.285100864\n", - "{'n': 386, 'm': 1026, 'k_avg': 5.316062176165803, 'intersection_count': 296, 'streets_per_node_avg': 2.766839378238342, 'streets_per_node_counts': {0: 0, 1: 90, 2: 0, 3: 206, 4: 90}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23316062176165803, 2: 0.0, 3: 0.533678756476684, 4: 0.23316062176165803}, 'edge_length_total': 101144.59800000004, 'edge_length_avg': 98.58147953216378, 'street_length_total': 50572.298999999985, 'street_length_avg': 98.58147953216371, 'street_segments_count': 513, 'node_density_km': 77.04505799524902, 'intersection_density_km': 59.08118436941376, 'edge_density_km': 20188.31973786568, 'street_density_km': 10094.159868932833, 'circuity_avg': 1.0476961467163612, 'self_loop_proportion': 0.003898635477582846, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0476961467163612\n", - "7757\n", - "9008944.047866106\n", - "{'n': 159, 'm': 426, 'k_avg': 5.3584905660377355, 'intersection_count': 132, 'streets_per_node_avg': 2.779874213836478, 'streets_per_node_counts': {0: 0, 1: 27, 2: 0, 3: 113, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16981132075471697, 2: 0.0, 3: 0.710691823899371, 4: 0.11949685534591195}, 'edge_length_total': 80353.5159999999, 'edge_length_avg': 188.62327699530493, 'street_length_total': 40176.757999999994, 'street_length_avg': 188.62327699530513, 'street_segments_count': 213, 'node_density_km': 17.649127262330083, 'intersection_density_km': 14.652105651745728, 'edge_density_km': 8919.304590312418, 'street_density_km': 4459.652295156215, 'circuity_avg': 1.0474152562508559, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0474152562508559\n", - "7758\n", - "12011210.960448388\n", - "{'n': 395, 'm': 1108, 'k_avg': 5.610126582278481, 'intersection_count': 340, 'streets_per_node_avg': 2.9063291139240506, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 267, 4: 73}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13924050632911392, 2: 0.0, 3: 0.6759493670886076, 4: 0.1848101265822785}, 'edge_length_total': 171301.55000000022, 'edge_length_avg': 154.6042870036103, 'street_length_total': 85650.77500000002, 'street_length_avg': 154.60428700361015, 'street_segments_count': 554, 'node_density_km': 32.88594308273263, 'intersection_density_km': 28.306887716782516, 'edge_density_km': 14261.805122237683, 'street_density_km': 7130.9025611188345, 'circuity_avg': 1.067562715872382, 'self_loop_proportion': 0.0036101083032490976, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.067562715872382\n", - "7759\n", - "8016994.258158747\n", - "{'n': 1459, 'm': 4023, 'k_avg': 5.514736120630569, 'intersection_count': 1224, 'streets_per_node_avg': 2.9177518848526387, 'streets_per_node_counts': {0: 0, 1: 235, 2: 0, 3: 885, 4: 328, 5: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16106922549691569, 2: 0.0, 3: 0.6065798492117889, 4: 0.22481151473612063, 5: 0.0075394105551747775}, 'edge_length_total': 261954.82000000033, 'edge_length_avg': 65.11429778772069, 'street_length_total': 138036.871, 'street_length_avg': 65.7631591233921, 'street_segments_count': 2099, 'node_density_km': 181.98840525739467, 'intersection_density_km': 152.6756737731673, 'edge_density_km': 32674.94170067713, 'street_density_km': 17218.03291296142, 'circuity_avg': 1.0944250636967447, 'self_loop_proportion': 0.003479990057171265, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0944250636967447\n", - "7760\n", - "7015010.413189714\n", - "{'n': 192, 'm': 458, 'k_avg': 4.770833333333333, 'intersection_count': 150, 'streets_per_node_avg': 2.6770833333333335, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 129, 4: 20, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21875, 2: 0.0, 3: 0.671875, 4: 0.10416666666666667, 5: 0.005208333333333333}, 'edge_length_total': 50428.20600000005, 'edge_length_avg': 110.10525327510928, 'street_length_total': 25491.999999999996, 'street_length_avg': 105.3388429752066, 'street_segments_count': 242, 'node_density_km': 27.369880968244765, 'intersection_density_km': 21.382719506441223, 'edge_density_km': 7188.6145607402495, 'street_density_km': 3633.921904387997, 'circuity_avg': 1.0873790612240648, 'self_loop_proportion': 0.013100436681222707, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0873790612240648\n", - "7761\n", - "4011380.680226583\n", - "error with entry 7761\n", - "7762\n", - "7020261.848699031\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 1, 'streets_per_node_avg': 2.0, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.5, 2: 0.0, 3: 0.5}, 'edge_length_total': 931.028, 'edge_length_avg': 465.514, 'street_length_total': 465.514, 'street_length_avg': 465.514, 'street_segments_count': 1, 'node_density_km': 0.2848896584064927, 'intersection_density_km': 0.14244482920324636, 'edge_density_km': 132.62012444344003, 'street_density_km': 66.31006222172002, 'circuity_avg': 0.9999992293896973, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 0.9999992293896973\n", - "7763\n", - "10020256.36865254\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 481, 'm': 1260, 'k_avg': 5.239085239085239, 'intersection_count': 364, 'streets_per_node_avg': 2.6964656964656966, 'streets_per_node_counts': {0: 0, 1: 117, 2: 0, 3: 277, 4: 86, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24324324324324326, 2: 0.0, 3: 0.5758835758835759, 4: 0.1787941787941788, 5: 0.002079002079002079}, 'edge_length_total': 138417.09699999992, 'edge_length_avg': 109.85483888888882, 'street_length_total': 69363.76800000005, 'street_length_avg': 109.57941232227496, 'street_segments_count': 633, 'node_density_km': 48.00276383194793, 'intersection_density_km': 36.32641587282546, 'edge_density_km': 13813.728103107742, 'street_density_km': 6922.354623280727, 'circuity_avg': 1.0603545633754552, 'self_loop_proportion': 0.0031746031746031746, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0603545633754552\n", - "7764\n", - "18027829.415201165\n", - "{'n': 1054, 'm': 2945, 'k_avg': 5.588235294117647, 'intersection_count': 889, 'streets_per_node_avg': 2.842504743833017, 'streets_per_node_counts': {0: 0, 1: 165, 2: 0, 3: 729, 4: 156, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15654648956356737, 2: 0.0, 3: 0.6916508538899431, 4: 0.14800759013282733, 5: 0.003795066413662239}, 'edge_length_total': 309461.05400000047, 'edge_length_avg': 105.0801541595927, 'street_length_total': 154902.4970000001, 'street_length_avg': 104.94749119241199, 'street_segments_count': 1476, 'node_density_km': 58.465163815631705, 'intersection_density_km': 49.31264765853566, 'edge_density_km': 17165.741192284702, 'street_density_km': 8592.409736769832, 'circuity_avg': 1.0515636512533793, 'self_loop_proportion': 0.0006791171477079797, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0515636512533793\n", - "7765\n", - "9011806.274972998\n", - "{'n': 220, 'm': 554, 'k_avg': 5.036363636363636, 'intersection_count': 163, 'streets_per_node_avg': 2.6545454545454548, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 125, 4: 38}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2590909090909091, 2: 0.0, 3: 0.5681818181818182, 4: 0.17272727272727273}, 'edge_length_total': 91153.16800000008, 'edge_length_avg': 164.5364043321301, 'street_length_total': 45576.58399999998, 'street_length_avg': 164.5364043321299, 'street_segments_count': 277, 'node_density_km': 24.412420028487485, 'intersection_density_km': 18.087383930197547, 'edge_density_km': 10114.86101883312, 'street_density_km': 5057.430509416554, 'circuity_avg': 1.0586620207451733, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0586620207451733\n", - "7766\n", - "11003054.51286441\n", - "{'n': 232, 'm': 586, 'k_avg': 5.051724137931035, 'intersection_count': 181, 'streets_per_node_avg': 2.689655172413793, 'streets_per_node_counts': {0: 0, 1: 51, 2: 0, 3: 151, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21982758620689655, 2: 0.0, 3: 0.6508620689655172, 4: 0.12931034482758622}, 'edge_length_total': 102834.26200000013, 'edge_length_avg': 175.48508873720158, 'street_length_total': 53190.46299999999, 'street_length_avg': 177.30154333333329, 'street_segments_count': 300, 'node_density_km': 21.085054130082987, 'intersection_density_km': 16.449977575625088, 'edge_density_km': 9345.974054729046, 'street_density_km': 4834.154273961966, 'circuity_avg': 1.0241158898689784, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0241158898689784\n", - "7767\n", - "25045739.291041773\n", - "{'n': 1327, 'm': 3236, 'k_avg': 4.877166541070083, 'intersection_count': 961, 'streets_per_node_avg': 2.5629238884702334, 'streets_per_node_counts': {0: 0, 1: 366, 2: 2, 3: 808, 4: 148, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27581009796533534, 2: 0.0015071590052750565, 3: 0.6088922381311228, 4: 0.11152976639035418, 5: 0.002260738507912585}, 'edge_length_total': 333882.98900000006, 'edge_length_avg': 103.17768510506801, 'street_length_total': 170591.815, 'street_length_avg': 101.48234086853064, 'street_segments_count': 1681, 'node_density_km': 52.98306368918542, 'intersection_density_km': 38.36979970256759, 'edge_density_km': 13330.92966912027, 'street_density_km': 6811.211001506207, 'circuity_avg': 1.1203069516144895, 'self_loop_proportion': 0.004944375772558714, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1203069516144895\n", - "7768\n", - "8023566.490095305\n", - "{'n': 311, 'm': 858, 'k_avg': 5.517684887459807, 'intersection_count': 268, 'streets_per_node_avg': 2.9260450160771705, 'streets_per_node_counts': {0: 0, 1: 43, 2: 1, 3: 204, 4: 62, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1382636655948553, 2: 0.003215434083601286, 3: 0.6559485530546624, 4: 0.19935691318327975, 5: 0.003215434083601286}, 'edge_length_total': 106091.49900000011, 'edge_length_avg': 123.64976573426587, 'street_length_total': 53336.314, 'street_length_avg': 123.17855427251732, 'street_segments_count': 433, 'node_density_km': 38.760817945973784, 'intersection_density_km': 33.401605175308596, 'edge_density_km': 13222.486425577055, 'street_density_km': 6647.45709602345, 'circuity_avg': 1.0609395338785599, 'self_loop_proportion': 0.002331002331002331, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0609395338785599\n", - "7769\n", - "11029815.331934534\n", - "{'n': 599, 'm': 1658, 'k_avg': 5.535893155258765, 'intersection_count': 474, 'streets_per_node_avg': 2.8247078464106843, 'streets_per_node_counts': {0: 0, 1: 125, 2: 0, 3: 331, 4: 141, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20868113522537562, 2: 0.0, 3: 0.5525876460767947, 4: 0.2353923205342237, 5: 0.00333889816360601}, 'edge_length_total': 185171.08800000008, 'edge_length_avg': 111.68340651387219, 'street_length_total': 92585.54400000001, 'street_length_avg': 111.68340651387214, 'street_segments_count': 829, 'node_density_km': 54.307346222354255, 'intersection_density_km': 42.97442756159586, 'edge_density_km': 16788.231029025093, 'street_density_km': 8394.115514512545, 'circuity_avg': 1.048411381254312, 'self_loop_proportion': 0.006031363088057901, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.048411381254312\n", - "7770\n", - "9028776.243669393\n", - "{'n': 636, 'm': 1705, 'k_avg': 5.361635220125786, 'intersection_count': 483, 'streets_per_node_avg': 2.7452830188679247, 'streets_per_node_counts': {0: 0, 1: 153, 2: 0, 3: 343, 4: 137, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24056603773584906, 2: 0.0, 3: 0.539308176100629, 4: 0.21540880503144655, 5: 0.0031446540880503146, 6: 0.0015723270440251573}, 'edge_length_total': 165890.509, 'edge_length_avg': 97.29648621700879, 'street_length_total': 83145.89400000003, 'street_length_avg': 97.3605316159251, 'street_segments_count': 854, 'node_density_km': 70.4414399953634, 'intersection_density_km': 53.495621883271255, 'edge_density_km': 18373.53197409401, 'street_density_km': 9208.988212361395, 'circuity_avg': 1.058737859170045, 'self_loop_proportion': 0.0064516129032258064, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.058737859170045\n", - "7771\n", - "4012861.444504806\n", - "{'n': 141, 'm': 396, 'k_avg': 5.617021276595745, 'intersection_count': 123, 'streets_per_node_avg': 2.99290780141844, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 88, 4: 35}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1276595744680851, 2: 0.0, 3: 0.624113475177305, 4: 0.24822695035460993}, 'edge_length_total': 61793.116000000016, 'edge_length_avg': 156.04322222222225, 'street_length_total': 30896.55799999999, 'street_length_avg': 156.04322222222217, 'street_segments_count': 198, 'node_density_km': 35.13702178605862, 'intersection_density_km': 30.651444536774537, 'edge_density_km': 15398.76640510956, 'street_density_km': 7699.383202554775, 'circuity_avg': 1.0531996454742893, 'self_loop_proportion': 0.005050505050505051, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0531996454742893\n", - "7772\n", - "6016462.794874662\n", - "{'n': 248, 'm': 616, 'k_avg': 4.967741935483871, 'intersection_count': 193, 'streets_per_node_avg': 2.661290322580645, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 167, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2217741935483871, 2: 0.0, 3: 0.6733870967741935, 4: 0.10483870967741936}, 'edge_length_total': 78184.33400000002, 'edge_length_avg': 126.92262012987015, 'street_length_total': 39092.166999999994, 'street_length_avg': 126.92262012987011, 'street_segments_count': 308, 'node_density_km': 41.220233292436816, 'intersection_density_km': 32.078649296130266, 'edge_density_km': 12995.066481023388, 'street_density_km': 6497.533240511692, 'circuity_avg': 1.0814140188859407, 'self_loop_proportion': 0.003246753246753247, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0814140188859407\n", - "7773\n", - "8022264.129670803\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 385, 'm': 1012, 'k_avg': 5.257142857142857, 'intersection_count': 310, 'streets_per_node_avg': 2.7142857142857144, 'streets_per_node_counts': {0: 0, 1: 75, 2: 0, 3: 270, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19480519480519481, 2: 0.0, 3: 0.7012987012987013, 4: 0.1038961038961039}, 'edge_length_total': 116089.73599999989, 'edge_length_avg': 114.71317786561254, 'street_length_total': 58044.86799999997, 'street_length_avg': 114.7131778656126, 'street_segments_count': 506, 'node_density_km': 47.99143904724546, 'intersection_density_km': 38.642457414665174, 'edge_density_km': 14470.944127934574, 'street_density_km': 7235.4720639672905, 'circuity_avg': 1.0867628760876291, 'self_loop_proportion': 0.005928853754940711, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0867628760876291\n", - "7774\n", - "12036136.978421262\n", - "{'n': 727, 'm': 1937, 'k_avg': 5.328748280605227, 'intersection_count': 577, 'streets_per_node_avg': 2.705639614855571, 'streets_per_node_counts': {0: 0, 1: 150, 2: 0, 3: 494, 4: 80, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2063273727647868, 2: 0.0, 3: 0.6795048143053645, 4: 0.11004126547455295, 5: 0.0041265474552957355}, 'edge_length_total': 206319.87399999978, 'edge_length_avg': 106.51516468766121, 'street_length_total': 103203.31799999994, 'street_length_avg': 106.50497213622285, 'street_segments_count': 969, 'node_density_km': 60.40143954022681, 'intersection_density_km': 47.9389692086807, 'edge_density_km': 17141.70205688886, 'street_density_km': 8574.455257947451, 'circuity_avg': 1.090779302906909, 'self_loop_proportion': 0.007227671657201859, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.090779302906909\n", - "7775\n", - "22061838.311814178\n", - "{'n': 1620, 'm': 4158, 'k_avg': 5.133333333333334, 'intersection_count': 1199, 'streets_per_node_avg': 2.602469135802469, 'streets_per_node_counts': {0: 0, 1: 421, 2: 3, 3: 998, 4: 195, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2598765432098765, 2: 0.001851851851851852, 3: 0.6160493827160494, 4: 0.12037037037037036, 5: 0.001851851851851852}, 'edge_length_total': 347062.206, 'edge_length_avg': 83.46854401154401, 'street_length_total': 174223.13300000018, 'street_length_avg': 83.36035071770344, 'street_segments_count': 2090, 'node_density_km': 73.42996431682147, 'intersection_density_km': 54.34723902214132, 'edge_density_km': 15731.336668084781, 'street_density_km': 7897.036073675837, 'circuity_avg': 1.0667750495159944, 'self_loop_proportion': 0.007215007215007215, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0667750495159944\n", - "7776\n", - "19066106.99712196\n", - "{'n': 1066, 'm': 2790, 'k_avg': 5.23452157598499, 'intersection_count': 844, 'streets_per_node_avg': 2.6819887429643527, 'streets_per_node_counts': {0: 0, 1: 222, 2: 0, 3: 740, 4: 103, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20825515947467166, 2: 0.0, 3: 0.6941838649155723, 4: 0.09662288930581614, 5: 0.0009380863039399625}, 'edge_length_total': 307750.26199999894, 'edge_length_avg': 110.30475340501754, 'street_length_total': 155581.44100000014, 'street_length_avg': 110.3414475177306, 'street_segments_count': 1410, 'node_density_km': 55.91073207345964, 'intersection_density_km': 44.267033649155664, 'edge_density_km': 16141.221805083442, 'street_density_km': 8160.1053127146115, 'circuity_avg': 1.098649139489561, 'self_loop_proportion': 0.005734767025089606, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.098649139489561\n", - "7777\n", - "9025684.077872306\n", - "{'n': 426, 'm': 1162, 'k_avg': 5.455399061032864, 'intersection_count': 341, 'streets_per_node_avg': 2.828638497652582, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 245, 4: 95, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19953051643192488, 2: 0.0, 3: 0.5751173708920188, 4: 0.22300469483568075, 5: 0.002347417840375587}, 'edge_length_total': 129195.35199999985, 'edge_length_avg': 111.18360757314962, 'street_length_total': 64842.209999999934, 'street_length_avg': 110.27586734693867, 'street_segments_count': 588, 'node_density_km': 47.198638499257584, 'intersection_density_km': 37.78106978461699, 'edge_density_km': 14314.18947143739, 'street_density_km': 7184.18786216653, 'circuity_avg': 1.0425892968959338, 'self_loop_proportion': 0.0017211703958691911, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0425892968959338\n", - "7778\n", - "7022142.330962911\n", - "{'n': 503, 'm': 1321, 'k_avg': 5.252485089463221, 'intersection_count': 402, 'streets_per_node_avg': 2.675944333996024, 'streets_per_node_counts': {0: 0, 1: 101, 2: 0, 3: 363, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20079522862823063, 2: 0.0, 3: 0.7216699801192843, 4: 0.0775347912524851}, 'edge_length_total': 105971.50299999995, 'edge_length_avg': 80.22066843300526, 'street_length_total': 53022.94499999994, 'street_length_avg': 80.2162556732223, 'street_segments_count': 661, 'node_density_km': 71.6305617706023, 'intersection_density_km': 57.24748674310561, 'edge_density_km': 15091.050281441478, 'street_density_km': 7550.821743701281, 'circuity_avg': 1.0985620030675372, 'self_loop_proportion': 0.004542013626040878, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0985620030675372\n", - "7779\n", - "64184319.45970689\n", - "{'n': 6039, 'm': 15931, 'k_avg': 5.276039079317768, 'intersection_count': 4691, 'streets_per_node_avg': 2.685378373902964, 'streets_per_node_counts': {0: 0, 1: 1348, 2: 2, 3: 3914, 4: 753, 5: 21, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22321576419937075, 2: 0.0003311806590495115, 3: 0.648120549759894, 4: 0.12468951813214109, 5: 0.003477396920019871, 6: 0.00016559032952475575}, 'edge_length_total': 1345165.9990000047, 'edge_length_avg': 84.4370095411465, 'street_length_total': 678071.186000002, 'street_length_avg': 84.21152334823671, 'street_segments_count': 8052, 'node_density_km': 94.08840119884911, 'intersection_density_km': 73.08638682295103, 'edge_density_km': 20957.86027371471, 'street_density_km': 10564.436792473527, 'circuity_avg': 1.1130604174309606, 'self_loop_proportion': 0.007406942439269349, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1130604174309606\n", - "7780\n", - "21070315.99689517\n", - "{'n': 1624, 'm': 4372, 'k_avg': 5.384236453201971, 'intersection_count': 1277, 'streets_per_node_avg': 2.8035714285714284, 'streets_per_node_counts': {0: 0, 1: 347, 2: 0, 3: 906, 4: 367, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21366995073891626, 2: 0.0, 3: 0.5578817733990148, 4: 0.22598522167487683, 5: 0.0024630541871921183}, 'edge_length_total': 377735.73200000083, 'edge_length_avg': 86.3988408051237, 'street_length_total': 193884.3469999992, 'street_length_avg': 86.01790017746193, 'street_segments_count': 2254, 'node_density_km': 77.07525602555299, 'intersection_density_km': 60.60658986738372, 'edge_density_km': 17927.388087376683, 'street_density_km': 9201.7768992439, 'circuity_avg': 1.065573463226657, 'self_loop_proportion': 0.0018298261665141812, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.065573463226657\n", - "7781\n", - "8024108.967837878\n", - "{'n': 671, 'm': 1917, 'k_avg': 5.713859910581222, 'intersection_count': 535, 'streets_per_node_avg': 2.8837555886736213, 'streets_per_node_counts': {0: 0, 1: 136, 2: 0, 3: 345, 4: 186, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20268256333830104, 2: 0.0, 3: 0.5141579731743666, 4: 0.27719821162444114, 5: 0.005961251862891207}, 'edge_length_total': 135733.66199999984, 'edge_length_avg': 70.80524882629099, 'street_length_total': 67994.43100000004, 'street_length_avg': 70.82753229166671, 'street_segments_count': 960, 'node_density_km': 83.62299199692987, 'intersection_density_km': 66.67406962497388, 'edge_density_km': 16915.730150730207, 'street_density_km': 8473.76715253175, 'circuity_avg': 1.0750773054879008, 'self_loop_proportion': 0.004173187271778821, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0750773054879008\n", - "7782\n", - "10029278.567024373\n", - "{'n': 407, 'm': 1105, 'k_avg': 5.42997542997543, 'intersection_count': 333, 'streets_per_node_avg': 2.7764127764127764, 'streets_per_node_counts': {0: 0, 1: 74, 2: 0, 3: 278, 4: 53, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18181818181818182, 2: 0.0, 3: 0.683046683046683, 4: 0.13022113022113022, 5: 0.004914004914004914}, 'edge_length_total': 129142.26399999982, 'edge_length_avg': 116.8708271493211, 'street_length_total': 64624.673000000024, 'street_length_avg': 116.8619764918626, 'street_segments_count': 553, 'node_density_km': 40.58118410811621, 'intersection_density_km': 33.20278699754963, 'edge_density_km': 12876.525777697645, 'street_density_km': 6443.601358574467, 'circuity_avg': 1.071342451466783, 'self_loop_proportion': 0.0018099547511312218, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071342451466783\n", - "7783\n", - "27082059.48873603\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2741, 'm': 7316, 'k_avg': 5.3381977380518055, 'intersection_count': 2165, 'streets_per_node_avg': 2.715067493615469, 'streets_per_node_counts': {0: 0, 1: 576, 2: 0, 3: 1804, 4: 351, 5: 10}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2101422838380153, 2: 0.0, 3: 0.6581539584093397, 4: 0.12805545421379058, 5: 0.0036483035388544327}, 'edge_length_total': 589873.9739999974, 'edge_length_avg': 80.62793521049718, 'street_length_total': 296133.7519999995, 'street_length_avg': 80.36194084124817, 'street_segments_count': 3685, 'node_density_km': 101.21091422681634, 'intersection_density_km': 79.94222156185968, 'edge_density_km': 21780.986569553093, 'street_density_km': 10934.683609389731, 'circuity_avg': 1.0881066533917765, 'self_loop_proportion': 0.0062875888463641335, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0881066533917765\n", - "7784\n", - "16047078.915109776\n", - "{'n': 546, 'm': 1484, 'k_avg': 5.435897435897436, 'intersection_count': 440, 'streets_per_node_avg': 2.7783882783882783, 'streets_per_node_counts': {0: 0, 1: 106, 2: 0, 3: 353, 4: 84, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19413919413919414, 2: 0.0, 3: 0.6465201465201466, 4: 0.15384615384615385, 5: 0.003663003663003663, 6: 0.0018315018315018315}, 'edge_length_total': 208165.2639999997, 'edge_length_avg': 140.27308894878686, 'street_length_total': 104082.63199999987, 'street_length_avg': 140.2730889487869, 'street_segments_count': 742, 'node_density_km': 34.024884085656964, 'intersection_density_km': 27.41932050858803, 'edge_density_km': 12972.159300842803, 'street_density_km': 6486.079650421402, 'circuity_avg': 1.0547766074640088, 'self_loop_proportion': 0.0013477088948787063, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0547766074640088\n", - "7785\n", - "30075916.65829034\n", - "{'n': 973, 'm': 2558, 'k_avg': 5.257965056526207, 'intersection_count': 738, 'streets_per_node_avg': 2.6690647482014387, 'streets_per_node_counts': {0: 0, 1: 235, 2: 0, 3: 590, 4: 148}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24152106885919836, 2: 0.0, 3: 0.6063720452209661, 4: 0.15210688591983557}, 'edge_length_total': 321676.0039999993, 'edge_length_avg': 125.7529335418293, 'street_length_total': 161002.49800000002, 'street_length_avg': 125.68501014832164, 'street_segments_count': 1281, 'node_density_km': 32.3514661599448, 'intersection_density_km': 24.537905473832744, 'edge_density_km': 10695.467993702205, 'street_density_km': 5353.203356334615, 'circuity_avg': 1.0711163031384379, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0711163031384379\n", - "7786\n", - "13032946.652928358\n", - "{'n': 632, 'm': 1537, 'k_avg': 4.863924050632911, 'intersection_count': 433, 'streets_per_node_avg': 2.4762658227848102, 'streets_per_node_counts': {0: 0, 1: 199, 2: 0, 3: 367, 4: 65, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.314873417721519, 2: 0.0, 3: 0.5806962025316456, 4: 0.10284810126582279, 5: 0.0015822784810126582}, 'edge_length_total': 171477.5930000002, 'edge_length_avg': 111.56642355237489, 'street_length_total': 85811.71400000005, 'street_length_avg': 111.5887048114435, 'street_segments_count': 769, 'node_density_km': 48.492487296262865, 'intersection_density_km': 33.223492087471236, 'edge_density_km': 13157.23892428203, 'street_density_km': 6584.214321227128, 'circuity_avg': 1.0903816802838322, 'self_loop_proportion': 0.003903708523096942, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0903816802838322\n", - "7787\n", - "7019417.877860016\n", - "{'n': 315, 'm': 808, 'k_avg': 5.130158730158731, 'intersection_count': 234, 'streets_per_node_avg': 2.6222222222222222, 'streets_per_node_counts': {0: 0, 1: 81, 2: 0, 3: 191, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2571428571428571, 2: 0.0, 3: 0.6063492063492063, 4: 0.1365079365079365}, 'edge_length_total': 92320.81800000012, 'edge_length_avg': 114.25843811881202, 'street_length_total': 46160.40900000005, 'street_length_avg': 114.25843811881201, 'street_segments_count': 404, 'node_density_km': 44.8755161013484, 'intersection_density_km': 33.336097675287384, 'edge_density_km': 13152.204300471938, 'street_density_km': 6576.102150235968, 'circuity_avg': 1.0373267964959079, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0373267964959079\n", - "7788\n", - "15037088.115899801\n", - "{'n': 1356, 'm': 3549, 'k_avg': 5.234513274336283, 'intersection_count': 1063, 'streets_per_node_avg': 2.6887905604719764, 'streets_per_node_counts': {0: 0, 1: 293, 2: 1, 3: 899, 4: 161, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21607669616519173, 2: 0.0007374631268436578, 3: 0.6629793510324484, 4: 0.1187315634218289, 5: 0.0014749262536873156}, 'edge_length_total': 250494.7509999996, 'edge_length_avg': 70.58178388278377, 'street_length_total': 127658.83800000012, 'street_length_avg': 70.6859568106313, 'street_segments_count': 1806, 'node_density_km': 90.1770335818012, 'intersection_density_km': 70.69187809546804, 'edge_density_km': 16658.461337014673, 'street_density_km': 8489.598319572071, 'circuity_avg': 1.101705236284819, 'self_loop_proportion': 0.006762468300929839, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.101705236284819\n", - "7789\n", - "14037100.000182109\n", - "{'n': 536, 'm': 1475, 'k_avg': 5.503731343283582, 'intersection_count': 465, 'streets_per_node_avg': 2.953358208955224, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 349, 4: 115, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13246268656716417, 2: 0.0, 3: 0.6511194029850746, 4: 0.21455223880597016, 5: 0.0018656716417910447}, 'edge_length_total': 157803.1410000001, 'edge_length_avg': 106.98518033898311, 'street_length_total': 80127.25299999997, 'street_length_avg': 104.74150718954245, 'street_segments_count': 765, 'node_density_km': 38.18452529319063, 'intersection_density_km': 33.12650048756277, 'edge_density_km': 11241.86199414073, 'street_density_km': 5708.24835606788, 'circuity_avg': 1.081184598521173, 'self_loop_proportion': 0.002711864406779661, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.081184598521173\n", - "7790\n", - "4009528.9866075553\n", - "{'n': 247, 'm': 658, 'k_avg': 5.327935222672065, 'intersection_count': 201, 'streets_per_node_avg': 2.817813765182186, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 154, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1862348178137652, 2: 0.0, 3: 0.6234817813765182, 4: 0.1902834008097166}, 'edge_length_total': 55602.76099999992, 'edge_length_avg': 84.5026762917932, 'street_length_total': 28214.623999999985, 'street_length_avg': 84.47492215568857, 'street_segments_count': 334, 'node_density_km': 61.603245873771726, 'intersection_density_km': 50.13057660173327, 'edge_density_km': 13867.654077504292, 'street_density_km': 7036.892386672145, 'circuity_avg': 1.0849101134091208, 'self_loop_proportion': 0.00303951367781155, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0849101134091208\n", - "7791\n", - "8022317.175153854\n", - "{'n': 290, 'm': 779, 'k_avg': 5.372413793103449, 'intersection_count': 225, 'streets_per_node_avg': 2.8137931034482757, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 149, 4: 76}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22413793103448276, 2: 0.0, 3: 0.5137931034482759, 4: 0.2620689655172414}, 'edge_length_total': 114082.96800000014, 'edge_length_avg': 146.44796919127103, 'street_length_total': 57399.763999999945, 'street_length_avg': 145.68468020304553, 'street_segments_count': 394, 'node_density_km': 36.14915661751285, 'intersection_density_km': 28.04675944462204, 'edge_density_km': 14220.700267664524, 'street_density_km': 7155.010547049221, 'circuity_avg': 1.0430219983604563, 'self_loop_proportion': 0.005134788189987163, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0430219983604563\n", - "7792\n", - "13036117.255413665\n", - "{'n': 274, 'm': 806, 'k_avg': 5.883211678832117, 'intersection_count': 233, 'streets_per_node_avg': 3.0364963503649633, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 146, 4: 83, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14963503649635038, 2: 0.0, 3: 0.5328467153284672, 4: 0.3029197080291971, 5: 0.010948905109489052, 6: 0.0036496350364963502}, 'edge_length_total': 144525.84200000018, 'edge_length_avg': 179.31245905707218, 'street_length_total': 72586.75600000008, 'street_length_avg': 178.7851133004928, 'street_segments_count': 406, 'node_density_km': 21.018528341804593, 'intersection_density_km': 17.873420086279086, 'edge_density_km': 11086.571190511591, 'street_density_km': 5568.126964327213, 'circuity_avg': 1.0553903746704358, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0553903746704358\n", - "7793\n", - "8022631.027774442\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 171, 'm': 446, 'k_avg': 5.216374269005848, 'intersection_count': 140, 'streets_per_node_avg': 2.7485380116959064, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 121, 4: 19}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18128654970760233, 2: 0.0, 3: 0.7076023391812866, 4: 0.1111111111111111}, 'edge_length_total': 62585.78400000002, 'edge_length_avg': 140.326869955157, 'street_length_total': 31292.891999999996, 'street_length_avg': 140.32686995515692, 'street_segments_count': 223, 'node_density_km': 21.314703294716658, 'intersection_density_km': 17.45063427637621, 'edge_density_km': 7801.154482030559, 'street_density_km': 3900.5772410152777, 'circuity_avg': 1.0544264471593807, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0544264471593807\n", - "7794\n", - "5014512.659327837\n", - "{'n': 244, 'm': 678, 'k_avg': 5.557377049180328, 'intersection_count': 207, 'streets_per_node_avg': 2.8442622950819674, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 172, 4: 34, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15163934426229508, 2: 0.0, 3: 0.7049180327868853, 4: 0.13934426229508196, 5: 0.004098360655737705}, 'edge_length_total': 70850.66799999998, 'edge_length_avg': 104.49951032448374, 'street_length_total': 35425.334000000024, 'street_length_avg': 104.49951032448385, 'street_segments_count': 339, 'node_density_km': 48.65876638004273, 'intersection_density_km': 41.28018295356084, 'edge_density_km': 14129.123369188394, 'street_density_km': 7064.561684594204, 'circuity_avg': 1.0910171181491457, 'self_loop_proportion': 0.008849557522123894, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0910171181491457\n", - "7795\n", - "6016011.213937921\n", - "{'n': 149, 'm': 371, 'k_avg': 4.97986577181208, 'intersection_count': 110, 'streets_per_node_avg': 2.5838926174496644, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 94, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26174496644295303, 2: 0.0, 3: 0.6308724832214765, 4: 0.10738255033557047}, 'edge_length_total': 57725.472999999976, 'edge_length_avg': 155.5942668463611, 'street_length_total': 28874.469000000012, 'street_length_avg': 155.23908064516135, 'street_segments_count': 186, 'node_density_km': 24.767241067436203, 'intersection_density_km': 18.284540385355584, 'edge_density_km': 9595.306748475026, 'street_density_km': 4799.60358669271, 'circuity_avg': 1.075524720030025, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.075524720030025\n", - "7796\n", - "12032275.296753787\n", - "{'n': 260, 'm': 682, 'k_avg': 5.246153846153846, 'intersection_count': 196, 'streets_per_node_avg': 2.7153846153846155, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 142, 4: 54}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24615384615384617, 2: 0.0, 3: 0.5461538461538461, 4: 0.2076923076923077}, 'edge_length_total': 120442.66199999994, 'edge_length_avg': 176.60214369501458, 'street_length_total': 60221.331, 'street_length_avg': 176.60214369501466, 'street_segments_count': 341, 'node_density_km': 21.60854814135993, 'intersection_density_km': 16.289520906563638, 'edge_density_km': 10009.96561577131, 'street_density_km': 5004.982807885657, 'circuity_avg': 1.0366597289922965, 'self_loop_proportion': 0.002932551319648094, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0366597289922965\n", - "7797\n", - "9008876.174259737\n", - "{'n': 161, 'm': 490, 'k_avg': 6.086956521739131, 'intersection_count': 147, 'streets_per_node_avg': 3.1180124223602483, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 100, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08695652173913043, 2: 0.0, 3: 0.6211180124223602, 4: 0.2919254658385093}, 'edge_length_total': 87108.0839999999, 'edge_length_avg': 177.7715999999998, 'street_length_total': 43554.04199999997, 'street_length_avg': 177.7715999999999, 'street_segments_count': 245, 'node_density_km': 17.871263505653573, 'intersection_density_km': 16.31724059211848, 'edge_density_km': 9669.13989215282, 'street_density_km': 4834.569946076413, 'circuity_avg': 1.0438601173593225, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0438601173593225\n", - "7798\n", - "7020402.316743331\n", - "{'n': 470, 'm': 1275, 'k_avg': 5.425531914893617, 'intersection_count': 388, 'streets_per_node_avg': 2.8063829787234043, 'streets_per_node_counts': {0: 0, 1: 82, 2: 0, 3: 318, 4: 68, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17446808510638298, 2: 0.0, 3: 0.676595744680851, 4: 0.14468085106382977, 5: 0.002127659574468085, 6: 0.002127659574468085}, 'edge_length_total': 117656.01499999974, 'edge_length_avg': 92.27922745098019, 'street_length_total': 58940.201000000015, 'street_length_avg': 91.95039157566305, 'street_segments_count': 641, 'node_density_km': 66.9477301719692, 'intersection_density_km': 55.26748788664692, 'edge_density_km': 16759.15562835988, 'street_density_km': 8395.558878360916, 'circuity_avg': 1.0862329111745503, 'self_loop_proportion': 0.004705882352941176, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0862329111745503\n", - "7799\n", - "19009290.922155783\n", - "{'n': 841, 'm': 2202, 'k_avg': 5.236623067776456, 'intersection_count': 672, 'streets_per_node_avg': 2.7990487514863256, 'streets_per_node_counts': {0: 0, 1: 169, 2: 0, 3: 504, 4: 167, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20095124851367419, 2: 0.0, 3: 0.5992865636147443, 4: 0.1985731272294887, 5: 0.0011890606420927466}, 'edge_length_total': 304644.2959999997, 'edge_length_avg': 138.3489082652133, 'street_length_total': 158309.90699999986, 'street_length_avg': 138.0208430688752, 'street_segments_count': 1147, 'node_density_km': 44.241523970775496, 'intersection_density_km': 35.35113449270052, 'edge_density_km': 16026.073631443533, 'street_density_km': 8328.02799685105, 'circuity_avg': 1.055039618610552, 'self_loop_proportion': 0.004541326067211626, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.055039618610552\n", - "7800\n", - "11028781.220920641\n", - "{'n': 325, 'm': 810, 'k_avg': 4.984615384615385, 'intersection_count': 240, 'streets_per_node_avg': 2.5723076923076924, 'streets_per_node_counts': {0: 0, 1: 85, 2: 0, 3: 211, 4: 27, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.26153846153846155, 2: 0.0, 3: 0.6492307692307693, 4: 0.08307692307692308, 5: 0.006153846153846154}, 'edge_length_total': 136444.20799999996, 'edge_length_avg': 168.4496395061728, 'street_length_total': 68222.10399999999, 'street_length_avg': 168.44963950617282, 'street_segments_count': 405, 'node_density_km': 29.468351351779763, 'intersection_density_km': 21.761244075160437, 'edge_density_km': 12371.648803874823, 'street_density_km': 6185.824401937413, 'circuity_avg': 1.0716964499353883, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0716964499353883\n", - "7801\n", - "6017988.335588692\n", - "{'n': 235, 'm': 602, 'k_avg': 5.123404255319149, 'intersection_count': 189, 'streets_per_node_avg': 2.697872340425532, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 168, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19574468085106383, 2: 0.0, 3: 0.7148936170212766, 4: 0.08936170212765958}, 'edge_length_total': 85269.86000000002, 'edge_length_avg': 141.64428571428573, 'street_length_total': 42769.63900000001, 'street_length_avg': 140.22832459016396, 'street_segments_count': 305, 'node_density_km': 39.04959380035286, 'intersection_density_km': 31.405843524539108, 'edge_density_km': 14169.163388991306, 'street_density_km': 7106.966084841405, 'circuity_avg': 1.0912474823581773, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0912474823581773\n", - "7802\n", - "10004544.477661246\n", - "{'n': 315, 'm': 870, 'k_avg': 5.523809523809524, 'intersection_count': 269, 'streets_per_node_avg': 2.8444444444444446, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 227, 4: 41, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14603174603174604, 2: 0.0, 3: 0.7206349206349206, 4: 0.13015873015873017, 5: 0.0031746031746031746}, 'edge_length_total': 126515.97200000007, 'edge_length_avg': 145.42065747126443, 'street_length_total': 63257.986, 'street_length_avg': 145.42065747126435, 'street_segments_count': 435, 'node_density_km': 31.485691397879343, 'intersection_density_km': 26.887780908030297, 'edge_density_km': 12645.850321570622, 'street_density_km': 6322.9251607853075, 'circuity_avg': 1.0506616076145434, 'self_loop_proportion': 0.0022988505747126436, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0506616076145434\n", - "7803\n", - "22012108.816053428\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 68, 'm': 186, 'k_avg': 5.470588235294118, 'intersection_count': 61, 'streets_per_node_avg': 3.0294117647058822, 'streets_per_node_counts': {0: 0, 1: 7, 2: 0, 3: 45, 4: 16}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10294117647058823, 2: 0.0, 3: 0.6617647058823529, 4: 0.23529411764705882}, 'edge_length_total': 38808.92599999999, 'edge_length_avg': 208.6501397849462, 'street_length_total': 19404.462999999996, 'street_length_avg': 208.6501397849462, 'street_segments_count': 93, 'node_density_km': 3.0892087881379005, 'intersection_density_km': 2.771202001123705, 'edge_density_km': 1763.071694961668, 'street_density_km': 881.535847480834, 'circuity_avg': 1.1612865883701189, 'self_loop_proportion': 0.010752688172043012, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1612865883701189\n", - "7804\n", - "14007217.82543069\n", - "{'n': 1353, 'm': 3661, 'k_avg': 5.411677753141168, 'intersection_count': 1101, 'streets_per_node_avg': 2.8758314855875833, 'streets_per_node_counts': {0: 0, 1: 252, 2: 0, 3: 776, 4: 315, 5: 9, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18625277161862527, 2: 0.0, 3: 0.573540280857354, 4: 0.2328159645232816, 5: 0.0066518847006651885, 6: 0.0007390983000739098}, 'edge_length_total': 275664.0250000009, 'edge_length_avg': 75.29746653919719, 'street_length_total': 143233.67999999996, 'street_length_avg': 74.99145549738218, 'street_segments_count': 1910, 'node_density_km': 96.59305772653667, 'intersection_density_km': 78.60233300585135, 'edge_density_km': 19680.141226869575, 'street_density_km': 10225.705188931468, 'circuity_avg': 1.1009651030272383, 'self_loop_proportion': 0.0027314941272876263, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1009651030272383\n", - "7805\n", - "46008055.41673552\n", - "{'n': 2674, 'm': 7191, 'k_avg': 5.378459237097981, 'intersection_count': 2222, 'streets_per_node_avg': 2.8335826477187736, 'streets_per_node_counts': {0: 0, 1: 452, 2: 2, 3: 1773, 4: 434, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16903515332834704, 2: 0.0007479431563201197, 3: 0.6630516080777861, 4: 0.16230366492146597, 5: 0.004487658937920718, 6: 0.00037397157816005983}, 'edge_length_total': 799366.6909999998, 'edge_length_avg': 111.16210415797521, 'street_length_total': 413464.19699999964, 'street_length_avg': 111.17617558483454, 'street_segments_count': 3719, 'node_density_km': 58.12025689369447, 'intersection_density_km': 48.29589035818591, 'edge_density_km': 17374.49417845268, 'street_density_km': 8986.778364242737, 'circuity_avg': 1.041249286041728, 'self_loop_proportion': 0.001807815324711445, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.041249286041728\n", - "7806\n", - "6006441.75382951\n", - "{'n': 128, 'm': 408, 'k_avg': 6.375, 'intersection_count': 114, 'streets_per_node_avg': 3.25, 'streets_per_node_counts': {0: 0, 1: 14, 2: 0, 3: 54, 4: 60}, 'streets_per_node_proportion': {0: 0.0, 1: 0.109375, 2: 0.0, 3: 0.421875, 4: 0.46875}, 'edge_length_total': 77024.83200000007, 'edge_length_avg': 188.78635294117663, 'street_length_total': 38512.416, 'street_length_avg': 188.78635294117646, 'street_segments_count': 204, 'node_density_km': 21.310453883681035, 'intersection_density_km': 18.979622990153423, 'edge_density_km': 12823.704142455317, 'street_density_km': 6411.852071227653, 'circuity_avg': 1.0526801421319527, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0526801421319527\n", - "7807\n", - "9012188.290383024\n", - "{'n': 171, 'm': 480, 'k_avg': 5.614035087719298, 'intersection_count': 156, 'streets_per_node_avg': 2.9766081871345027, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 132, 4: 22, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08771929824561403, 2: 0.0, 3: 0.7719298245614035, 4: 0.1286549707602339, 5: 0.011695906432748537}, 'edge_length_total': 84081.94600000008, 'edge_length_avg': 175.17072083333352, 'street_length_total': 42040.97300000002, 'street_length_avg': 175.1707208333334, 'street_segments_count': 240, 'node_density_km': 18.97430396371938, 'intersection_density_km': 17.30989133532294, 'edge_density_km': 9329.803516169826, 'street_density_km': 4664.901758084911, 'circuity_avg': 1.0549734358377951, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0549734358377951\n", - "7808\n", - "5004380.176817447\n", - "{'n': 127, 'm': 372, 'k_avg': 5.858267716535433, 'intersection_count': 108, 'streets_per_node_avg': 3.0393700787401574, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 65, 4: 43}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14960629921259844, 2: 0.0, 3: 0.5118110236220472, 4: 0.33858267716535434}, 'edge_length_total': 57053.82199999999, 'edge_length_avg': 153.3704892473118, 'street_length_total': 28526.911000000022, 'street_length_avg': 153.37048924731195, 'street_segments_count': 186, 'node_density_km': 25.37776817762996, 'intersection_density_km': 21.581094198299493, 'edge_density_km': 11400.77691625011, 'street_density_km': 5700.3884581250595, 'circuity_avg': 1.0402519553720389, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0402519553720389\n", - "7809\n", - "10005318.901423836\n", - "{'n': 7, 'm': 14, 'k_avg': 4.0, 'intersection_count': 6, 'streets_per_node_avg': 2.7142857142857144, 'streets_per_node_counts': {0: 0, 1: 1, 2: 0, 3: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14285714285714285, 2: 0.0, 3: 0.8571428571428571}, 'edge_length_total': 6208.557999999999, 'edge_length_avg': 443.4684285714285, 'street_length_total': 3104.2790000000005, 'street_length_avg': 443.46842857142866, 'street_segments_count': 7, 'node_density_km': 0.6996278748300411, 'intersection_density_km': 0.5996810355686066, 'edge_density_km': 620.5257484712928, 'street_density_km': 310.2628742356465, 'circuity_avg': 1.0432988609960165, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0432988609960165\n", - "7810\n", - "6001361.271579262\n", - "{'n': 209, 'm': 590, 'k_avg': 5.645933014354067, 'intersection_count': 186, 'streets_per_node_avg': 2.9617224880382773, 'streets_per_node_counts': {0: 0, 1: 23, 2: 0, 3: 150, 4: 35, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11004784688995216, 2: 0.0, 3: 0.7177033492822966, 4: 0.1674641148325359, 5: 0.0, 6: 0.004784688995215311}, 'edge_length_total': 76596.55200000001, 'edge_length_avg': 129.82466440677968, 'street_length_total': 38298.27599999999, 'street_length_avg': 129.82466440677962, 'street_segments_count': 295, 'node_density_km': 34.82543218815446, 'intersection_density_km': 30.992968358836027, 'edge_density_km': 12763.196303935154, 'street_density_km': 6381.598151967575, 'circuity_avg': 1.0690225409214582, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0690225409214582\n", - "7811\n", - "27002084.580561444\n", - "{'n': 970, 'm': 2707, 'k_avg': 5.581443298969072, 'intersection_count': 847, 'streets_per_node_avg': 2.9319587628865977, 'streets_per_node_counts': {0: 0, 1: 123, 2: 0, 3: 668, 4: 178, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1268041237113402, 2: 0.0, 3: 0.688659793814433, 4: 0.18350515463917524, 5: 0.0010309278350515464}, 'edge_length_total': 370451.8600000002, 'edge_length_avg': 136.8495973402291, 'street_length_total': 187922.41400000008, 'street_length_avg': 136.27441189267591, 'street_segments_count': 1379, 'node_density_km': 35.923152418324555, 'intersection_density_km': 31.36794855497, 'edge_density_km': 13719.380031373028, 'street_density_km': 6959.552083444836, 'circuity_avg': 1.0402773823609361, 'self_loop_proportion': 0.0007388252678241596, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0402773823609361\n", - "7812\n", - "9004949.8178258\n", - "{'n': 265, 'm': 760, 'k_avg': 5.735849056603773, 'intersection_count': 243, 'streets_per_node_avg': 2.9962264150943394, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 202, 4: 39, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0830188679245283, 2: 0.0, 3: 0.7622641509433963, 4: 0.1471698113207547, 5: 0.007547169811320755}, 'edge_length_total': 95904.91400000006, 'edge_length_avg': 126.19067631578956, 'street_length_total': 47952.456999999995, 'street_length_avg': 126.19067631578946, 'street_segments_count': 380, 'node_density_km': 29.42825949739528, 'intersection_density_km': 26.985158708932275, 'edge_density_km': 10650.244136858037, 'street_density_km': 5325.122068429014, 'circuity_avg': 1.0343779913818456, 'self_loop_proportion': 0.002631578947368421, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0343779913818456\n", - "7813\n", - "10006422.575342808\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 335, 'm': 913, 'k_avg': 5.450746268656716, 'intersection_count': 279, 'streets_per_node_avg': 2.8865671641791044, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 205, 4: 74}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16716417910447762, 2: 0.0, 3: 0.6119402985074627, 4: 0.2208955223880597}, 'edge_length_total': 138638.16900000002, 'edge_length_avg': 151.8490350492881, 'street_length_total': 70574.84300000002, 'street_length_avg': 152.10095474137935, 'street_segments_count': 464, 'node_density_km': 33.478498182306005, 'intersection_density_km': 27.882092516010076, 'edge_density_km': 13854.918474223085, 'street_density_km': 7052.954486841888, 'circuity_avg': 1.034142409007402, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034142409007402\n", - "7814\n", - "6001924.911636221\n", - "{'n': 230, 'm': 622, 'k_avg': 5.408695652173913, 'intersection_count': 202, 'streets_per_node_avg': 2.865217391304348, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 177, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12173913043478261, 2: 0.0, 3: 0.7695652173913043, 4: 0.10869565217391304}, 'edge_length_total': 88479.95599999987, 'edge_length_avg': 142.25073311897086, 'street_length_total': 44239.97799999999, 'street_length_avg': 142.25073311897103, 'street_segments_count': 311, 'node_density_km': 38.321039230945374, 'intersection_density_km': 33.6558692376129, 'edge_density_km': 14741.929847949199, 'street_density_km': 7370.964923974609, 'circuity_avg': 1.0367447541703103, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0367447541703103\n", - "7815\n", - "36014666.67181986\n", - "{'n': 1687, 'm': 4477, 'k_avg': 5.3076467101363365, 'intersection_count': 1422, 'streets_per_node_avg': 2.796087729697688, 'streets_per_node_counts': {0: 0, 1: 265, 2: 0, 3: 1240, 4: 178, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15708358032009484, 2: 0.0, 3: 0.7350326022525193, 4: 0.1055127445168939, 5: 0.0023710729104919974}, 'edge_length_total': 553126.4800000006, 'edge_length_avg': 123.5484654902838, 'street_length_total': 281767.7949999998, 'street_length_avg': 121.24259681583469, 'street_segments_count': 2324, 'node_density_km': 46.84202731549963, 'intersection_density_km': 39.483913955329264, 'edge_density_km': 15358.367329630222, 'street_density_km': 7823.695761717896, 'circuity_avg': 1.0830923716531964, 'self_loop_proportion': 0.00625418807236989, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0830923716531964\n", - "7816\n", - "12001849.933005638\n", - "{'n': 306, 'm': 902, 'k_avg': 5.895424836601308, 'intersection_count': 265, 'streets_per_node_avg': 3.065359477124183, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 168, 4: 92, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13398692810457516, 2: 0.0, 3: 0.5490196078431373, 4: 0.3006535947712418, 5: 0.016339869281045753}, 'edge_length_total': 111890.64199999996, 'edge_length_avg': 124.04727494456759, 'street_length_total': 56540.80600000002, 'street_length_avg': 123.72167614879653, 'street_segments_count': 457, 'node_density_km': 25.49606949829342, 'intersection_density_km': 22.07992946747633, 'edge_density_km': 9322.782956342051, 'street_density_km': 4711.007579299105, 'circuity_avg': 1.0430466224718937, 'self_loop_proportion': 0.0066518847006651885, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0430466224718937\n", - "7817\n", - "10003056.22013146\n", - "{'n': 257, 'm': 678, 'k_avg': 5.276264591439689, 'intersection_count': 211, 'streets_per_node_avg': 2.821011673151751, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 166, 4: 44, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17898832684824903, 2: 0.0, 3: 0.6459143968871596, 4: 0.17120622568093385, 5: 0.0038910505836575876}, 'edge_length_total': 97334.42200000008, 'edge_length_avg': 143.56109439528035, 'street_length_total': 48912.70100000001, 'street_length_avg': 140.95879250720463, 'street_segments_count': 347, 'node_density_km': 25.692147914032468, 'intersection_density_km': 21.093553345762064, 'edge_density_km': 9730.4683546726, 'street_density_km': 4889.7756769137895, 'circuity_avg': 1.0681086258361316, 'self_loop_proportion': 0.0029498525073746312, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0681086258361316\n", - "7818\n", - "6003144.33812684\n", - "{'n': 134, 'm': 373, 'k_avg': 5.567164179104478, 'intersection_count': 121, 'streets_per_node_avg': 3.0597014925373136, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 89, 4: 30, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09701492537313433, 2: 0.0, 3: 0.664179104477612, 4: 0.22388059701492538, 5: 0.014925373134328358}, 'edge_length_total': 53374.88899999997, 'edge_length_avg': 143.09621715817684, 'street_length_total': 28270.858000000007, 'street_length_avg': 140.65103482587068, 'street_segments_count': 201, 'node_density_km': 22.321635538387202, 'intersection_density_km': 20.156103732424267, 'edge_density_km': 8891.155366864712, 'street_density_km': 4709.341706220137, 'circuity_avg': 1.0348580313143707, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0348580313143707\n", - "7819\n", - "6002269.4388523465\n", - "{'n': 93, 'm': 264, 'k_avg': 5.67741935483871, 'intersection_count': 80, 'streets_per_node_avg': 3.075268817204301, 'streets_per_node_counts': {0: 0, 1: 13, 2: 0, 3: 47, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13978494623655913, 2: 0.0, 3: 0.5053763440860215, 4: 0.3548387096774194}, 'edge_length_total': 52710.63000000003, 'edge_length_avg': 199.66147727272738, 'street_length_total': 26964.948000000004, 'street_length_avg': 199.7403555555556, 'street_segments_count': 135, 'node_density_km': 15.494139499639306, 'intersection_density_km': 13.328292042700479, 'edge_density_km': 8781.783379934119, 'street_density_km': 4492.4587732529035, 'circuity_avg': 1.0289747382716588, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0289747382716588\n", - "7820\n", - "23037118.935868222\n", - "{'n': 615, 'm': 1643, 'k_avg': 5.343089430894309, 'intersection_count': 491, 'streets_per_node_avg': 2.734959349593496, 'streets_per_node_counts': {0: 0, 1: 124, 2: 0, 3: 407, 4: 83, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2016260162601626, 2: 0.0, 3: 0.6617886178861788, 4: 0.13495934959349593, 5: 0.0016260162601626016}, 'edge_length_total': 236381.90000000002, 'edge_length_avg': 143.87212416311627, 'street_length_total': 118336.659, 'street_length_avg': 143.78694896719318, 'street_segments_count': 823, 'node_density_km': 26.696046572145804, 'intersection_density_km': 21.313429051908276, 'edge_density_km': 10260.914164572865, 'street_density_km': 5136.782048546564, 'circuity_avg': 1.0753414541194866, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0753414541194866\n", - "7821\n", - "13021047.450140042\n", - "{'n': 192, 'm': 495, 'k_avg': 5.15625, 'intersection_count': 154, 'streets_per_node_avg': 2.6927083333333335, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 137, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19791666666666666, 2: 0.0, 3: 0.7135416666666666, 4: 0.08854166666666667}, 'edge_length_total': 69238.26400000002, 'edge_length_avg': 139.87528080808084, 'street_length_total': 34834.52799999999, 'street_length_avg': 138.78298007968124, 'street_segments_count': 251, 'node_density_km': 14.745357524823016, 'intersection_density_km': 11.827005514701794, 'edge_density_km': 5317.411234781682, 'street_density_km': 2675.2477581690514, 'circuity_avg': 1.0673739027409235, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673739027409235\n", - "7822\n", - "105159574.97364423\n", - "error with entry 7822\n", - "7823\n", - "7009686.867714632\n", - "{'n': 148, 'm': 391, 'k_avg': 5.283783783783784, 'intersection_count': 124, 'streets_per_node_avg': 2.7905405405405403, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 107, 4: 17}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16216216216216217, 2: 0.0, 3: 0.722972972972973, 4: 0.11486486486486487}, 'edge_length_total': 70400.11899999993, 'edge_length_avg': 180.05145524296657, 'street_length_total': 35227.37, 'street_length_avg': 179.73147959183675, 'street_segments_count': 196, 'node_density_km': 21.113639281329615, 'intersection_density_km': 17.689805884357245, 'edge_density_km': 10043.261607626202, 'street_density_km': 5025.526912229274, 'circuity_avg': 1.0533215699314131, 'self_loop_proportion': 0.005115089514066497, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0533215699314131\n", - "7824\n", - "14022684.603075638\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 337, 'm': 852, 'k_avg': 5.056379821958457, 'intersection_count': 260, 'streets_per_node_avg': 2.6142433234421363, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 236, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.228486646884273, 2: 0.0, 3: 0.7002967359050445, 4: 0.0712166172106825}, 'edge_length_total': 143311.16999999975, 'edge_length_avg': 168.205598591549, 'street_length_total': 71655.58500000002, 'street_length_avg': 168.20559859154935, 'street_segments_count': 426, 'node_density_km': 24.03248803913658, 'intersection_density_km': 18.541385430787866, 'edge_density_km': 10219.952459642918, 'street_density_km': 5109.976229821469, 'circuity_avg': 1.0641823192924713, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0641823192924713\n", - "7825\n", - "16013098.863339474\n", - "{'n': 391, 'm': 1049, 'k_avg': 5.365728900255754, 'intersection_count': 311, 'streets_per_node_avg': 2.764705882352941, 'streets_per_node_counts': {0: 0, 1: 80, 2: 0, 3: 243, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20460358056265984, 2: 0.0, 3: 0.6214833759590793, 4: 0.17391304347826086}, 'edge_length_total': 165417.29899999997, 'edge_length_avg': 157.69046615824593, 'street_length_total': 82787.39299999998, 'street_length_avg': 157.69027238095234, 'street_segments_count': 525, 'node_density_km': 24.41750989842189, 'intersection_density_km': 19.421599944780585, 'edge_density_km': 10330.124132232002, 'street_density_km': 5169.979509058933, 'circuity_avg': 1.0478405180759567, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0478405180759567\n", - "7826\n", - "12017428.623603996\n", - "{'n': 314, 'm': 902, 'k_avg': 5.745222929936306, 'intersection_count': 277, 'streets_per_node_avg': 2.9808917197452227, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 213, 4: 62, 5: 1, 6: 0, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1178343949044586, 2: 0.0, 3: 0.678343949044586, 4: 0.19745222929936307, 5: 0.0031847133757961785, 6: 0.0, 7: 0.0031847133757961785}, 'edge_length_total': 128526.35800000007, 'edge_length_avg': 142.4904190687362, 'street_length_total': 64263.17900000001, 'street_length_avg': 142.49041906873617, 'street_segments_count': 451, 'node_density_km': 26.12871770116095, 'intersection_density_km': 23.049856061215234, 'edge_density_km': 10694.996577517042, 'street_density_km': 5347.498288758519, 'circuity_avg': 1.0624686620707193, 'self_loop_proportion': 0.0022172949002217295, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0624686620707193\n", - "7827\n", - "6005468.182728513\n", - "{'n': 148, 'm': 413, 'k_avg': 5.581081081081081, 'intersection_count': 127, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 86, 4: 40, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14189189189189189, 2: 0.0, 3: 0.581081081081081, 4: 0.2702702702702703, 5: 0.006756756756756757}, 'edge_length_total': 64739.201, 'edge_length_avg': 156.75351331719128, 'street_length_total': 32933.432, 'street_length_avg': 157.57622966507176, 'street_segments_count': 209, 'node_density_km': 24.64420682897665, 'intersection_density_km': 21.14739369783807, 'edge_density_km': 10780.042293153323, 'street_density_km': 5483.907498621879, 'circuity_avg': 1.0309838914258842, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0309838914258842\n", - "7828\n", - "11011443.300855437\n", - "{'n': 271, 'm': 780, 'k_avg': 5.756457564575646, 'intersection_count': 238, 'streets_per_node_avg': 2.9483394833948338, 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 186, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12177121771217712, 2: 0.0, 3: 0.6863468634686347, 4: 0.1918819188191882}, 'edge_length_total': 118048.26799999991, 'edge_length_avg': 151.3439333333332, 'street_length_total': 59024.13399999993, 'street_length_avg': 151.34393333333315, 'street_segments_count': 390, 'node_density_km': 24.610761059719305, 'intersection_density_km': 21.613878716653858, 'edge_density_km': 10720.508181777515, 'street_density_km': 5360.254090888755, 'circuity_avg': 1.043343240541362, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.043343240541362\n", - "7829\n", - "6004969.475365218\n", - "{'n': 202, 'm': 556, 'k_avg': 5.5049504950495045, 'intersection_count': 171, 'streets_per_node_avg': 2.871287128712871, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 137, 4: 32, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15346534653465346, 2: 0.0, 3: 0.6782178217821783, 4: 0.15841584158415842, 5: 0.009900990099009901}, 'edge_length_total': 79734.61200000001, 'edge_length_avg': 143.40757553956837, 'street_length_total': 39867.30599999997, 'street_length_avg': 143.40757553956823, 'street_segments_count': 278, 'node_density_km': 33.63880546415509, 'intersection_density_km': 28.476414526586733, 'edge_density_km': 13278.104464494487, 'street_density_km': 6639.052232247237, 'circuity_avg': 1.0349079417588403, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0349079417588403\n", - "7830\n", - "9009910.884784438\n", - "{'n': 337, 'm': 948, 'k_avg': 5.626112759643917, 'intersection_count': 294, 'streets_per_node_avg': 2.9881305637982196, 'streets_per_node_counts': {0: 0, 1: 43, 2: 0, 3: 212, 4: 82}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12759643916913946, 2: 0.0, 3: 0.629080118694362, 4: 0.2433234421364985}, 'edge_length_total': 154625.38199999975, 'edge_length_avg': 163.10694303797442, 'street_length_total': 77312.69100000004, 'street_length_avg': 163.10694303797476, 'street_segments_count': 474, 'node_density_km': 37.40325562699089, 'intersection_density_km': 32.63073339565378, 'edge_density_km': 17161.69937497658, 'street_density_km': 8580.849687488308, 'circuity_avg': 1.0231332610605077, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0231332610605077\n", - "7831\n", - "11008935.805985\n", - "{'n': 275, 'm': 772, 'k_avg': 5.614545454545454, 'intersection_count': 241, 'streets_per_node_avg': 2.9272727272727272, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 194, 4: 46, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12363636363636364, 2: 0.0, 3: 0.7054545454545454, 4: 0.16727272727272727, 5: 0.0036363636363636364}, 'edge_length_total': 119724.94100000005, 'edge_length_avg': 155.0841204663213, 'street_length_total': 60221.215999999986, 'street_length_avg': 153.62555102040812, 'street_segments_count': 392, 'node_density_km': 24.979707834293706, 'intersection_density_km': 21.891307592962846, 'edge_density_km': 10875.251078756555, 'street_density_km': 5470.21229493052, 'circuity_avg': 1.0532428583161948, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0532428583161948\n", - "7832\n", - "9002255.562138919\n", - "{'n': 389, 'm': 1125, 'k_avg': 5.784061696658098, 'intersection_count': 336, 'streets_per_node_avg': 2.994858611825193, 'streets_per_node_counts': {0: 0, 1: 53, 2: 2, 3: 228, 4: 106}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13624678663239073, 2: 0.005141388174807198, 3: 0.5861182519280206, 4: 0.27249357326478146}, 'edge_length_total': 145275.56200000027, 'edge_length_avg': 129.13383288888912, 'street_length_total': 72898.52400000003, 'street_length_avg': 129.25270212765963, 'street_segments_count': 564, 'node_density_km': 43.21139266874738, 'intersection_density_km': 37.323979271720106, 'edge_density_km': 16137.684716593747, 'street_density_km': 8097.806543794618, 'circuity_avg': 1.0368248206898427, 'self_loop_proportion': 0.0017777777777777779, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0368248206898427\n", - "7833\n", - "18013073.10479633\n", - "{'n': 490, 'm': 1377, 'k_avg': 5.6204081632653065, 'intersection_count': 435, 'streets_per_node_avg': 2.9285714285714284, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 360, 4: 75}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11224489795918367, 2: 0.0, 3: 0.7346938775510204, 4: 0.15306122448979592}, 'edge_length_total': 181495.55699999988, 'edge_length_avg': 131.80505228758162, 'street_length_total': 91302.38499999998, 'street_length_avg': 131.55963256484148, 'street_segments_count': 694, 'node_density_km': 27.20246551764274, 'intersection_density_km': 24.14912755137672, 'edge_density_km': 10075.768634485426, 'street_density_km': 5068.673427838859, 'circuity_avg': 1.0529301478348854, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0529301478348854\n", - "7834\n", - "9006676.638749093\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 248, 'm': 640, 'k_avg': 5.161290322580645, 'intersection_count': 206, 'streets_per_node_avg': 2.75, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 185, 4: 20, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1693548387096774, 2: 0.0, 3: 0.7459677419354839, 4: 0.08064516129032258, 5: 0.004032258064516129}, 'edge_length_total': 77193.47700000006, 'edge_length_avg': 120.61480781250009, 'street_length_total': 38821.390000000036, 'street_length_avg': 119.08401840490808, 'street_segments_count': 326, 'node_density_km': 27.53512865478469, 'intersection_density_km': 22.87192138260341, 'edge_density_km': 8570.69484074663, 'street_density_km': 4310.290194385374, 'circuity_avg': 1.0612442045622572, 'self_loop_proportion': 0.003125, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0612442045622572\n", - "7835\n", - "11010267.28864997\n", - "{'n': 357, 'm': 904, 'k_avg': 5.064425770308123, 'intersection_count': 270, 'streets_per_node_avg': 2.5798319327731094, 'streets_per_node_counts': {0: 0, 1: 87, 2: 0, 3: 246, 4: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24369747899159663, 2: 0.0, 3: 0.6890756302521008, 4: 0.06722689075630252}, 'edge_length_total': 116922.22999999994, 'edge_length_avg': 129.33874999999992, 'street_length_total': 58461.11499999997, 'street_length_avg': 129.33874999999992, 'street_segments_count': 452, 'node_density_km': 32.42428095892064, 'intersection_density_km': 24.522565431116448, 'edge_density_km': 10619.38161306313, 'street_density_km': 5309.690806531565, 'circuity_avg': 1.0653151844884428, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0653151844884428\n", - "7836\n", - "13016919.7850667\n", - "{'n': 484, 'm': 1322, 'k_avg': 5.462809917355372, 'intersection_count': 413, 'streets_per_node_avg': 2.8636363636363638, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 339, 4: 72, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14669421487603307, 2: 0.0, 3: 0.7004132231404959, 4: 0.1487603305785124, 5: 0.004132231404958678}, 'edge_length_total': 188334.9719999999, 'edge_length_avg': 142.46215733736756, 'street_length_total': 94277.658, 'street_length_avg': 142.19857918552034, 'street_segments_count': 663, 'node_density_km': 37.18237555364331, 'intersection_density_km': 31.7279361645758, 'edge_density_km': 14468.474501629946, 'street_density_km': 7242.70100428501, 'circuity_avg': 1.0498910591957045, 'self_loop_proportion': 0.0015128593040847202, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0498910591957045\n", - "7837\n", - "22023399.103347912\n", - "{'n': 1278, 'm': 3499, 'k_avg': 5.475743348982785, 'intersection_count': 1068, 'streets_per_node_avg': 2.81924882629108, 'streets_per_node_counts': {0: 0, 1: 210, 2: 0, 3: 879, 4: 189}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1643192488262911, 2: 0.0, 3: 0.687793427230047, 4: 0.14788732394366197}, 'edge_length_total': 383854.58899999916, 'edge_length_avg': 109.70408373821068, 'street_length_total': 194068.5770000001, 'street_length_avg': 109.08857616638566, 'street_segments_count': 1779, 'node_density_km': 58.02918949989529, 'intersection_density_km': 48.493876671273995, 'edge_density_km': 17429.39803246117, 'street_density_km': 8811.926628097048, 'circuity_avg': 1.0548369133470217, 'self_loop_proportion': 0.002286367533581023, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0548369133470217\n", - "7838\n", - "9014944.365557823\n", - "{'n': 147, 'm': 370, 'k_avg': 5.034013605442177, 'intersection_count': 122, 'streets_per_node_avg': 2.7551020408163267, 'streets_per_node_counts': {0: 0, 1: 25, 2: 0, 3: 108, 4: 14}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17006802721088435, 2: 0.0, 3: 0.7346938775510204, 4: 0.09523809523809523}, 'edge_length_total': 76223.08999999995, 'edge_length_avg': 206.00835135135122, 'street_length_total': 38111.544999999984, 'street_length_avg': 206.00835135135125, 'street_segments_count': 185, 'node_density_km': 16.306257037106406, 'intersection_density_km': 13.533084071612118, 'edge_density_km': 8455.19250137751, 'street_density_km': 4227.596250688756, 'circuity_avg': 1.054585851806079, 'self_loop_proportion': 0.005405405405405406, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.054585851806079\n", - "7839\n", - "10008005.579684231\n", - "{'n': 297, 'm': 832, 'k_avg': 5.602693602693603, 'intersection_count': 255, 'streets_per_node_avg': 2.9393939393939394, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 190, 4: 64, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1414141414141414, 2: 0.0, 3: 0.6397306397306397, 4: 0.21548821548821548, 5: 0.003367003367003367}, 'edge_length_total': 132214.92800000013, 'edge_length_avg': 158.91217307692324, 'street_length_total': 66107.46399999992, 'street_length_avg': 158.9121730769229, 'street_segments_count': 416, 'node_density_km': 29.676242447635687, 'intersection_density_km': 25.47960210150539, 'edge_density_km': 13210.91669536936, 'street_density_km': 6605.458347684666, 'circuity_avg': 1.0461524661352355, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0461524661352355\n", - "7840\n", - "13020344.382630982\n", - "{'n': 268, 'm': 726, 'k_avg': 5.417910447761194, 'intersection_count': 231, 'streets_per_node_avg': 2.8507462686567164, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 197, 4: 34}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13805970149253732, 2: 0.0, 3: 0.7350746268656716, 4: 0.12686567164179105}, 'edge_length_total': 137112.03000000023, 'edge_length_avg': 188.85954545454578, 'street_length_total': 68556.01500000004, 'street_length_avg': 188.85954545454558, 'street_segments_count': 363, 'node_density_km': 20.583172927246803, 'intersection_density_km': 17.741466217141834, 'edge_density_km': 10530.599342894986, 'street_density_km': 5265.2996714474875, 'circuity_avg': 1.066806414882052, 'self_loop_proportion': 0.0027548209366391185, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.066806414882052\n", - "7841\n", - "8014207.951866084\n", - "{'n': 212, 'm': 538, 'k_avg': 5.0754716981132075, 'intersection_count': 170, 'streets_per_node_avg': 2.707547169811321, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 149, 4: 20, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19811320754716982, 2: 0.0, 3: 0.7028301886792453, 4: 0.09433962264150944, 5: 0.0047169811320754715}, 'edge_length_total': 85688.98200000002, 'edge_length_avg': 159.27320074349447, 'street_length_total': 42844.49099999998, 'street_length_avg': 159.27320074349436, 'street_segments_count': 269, 'node_density_km': 26.453019596357798, 'intersection_density_km': 21.212327034815214, 'edge_density_km': 10692.133585084675, 'street_density_km': 5346.066792542334, 'circuity_avg': 1.0661092005494914, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0661092005494914\n", - "7842\n", - "17016145.770216316\n", - "{'n': 286, 'm': 781, 'k_avg': 5.461538461538462, 'intersection_count': 245, 'streets_per_node_avg': 2.8776223776223775, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 198, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14335664335664336, 2: 0.0, 3: 0.6923076923076923, 4: 0.16433566433566432}, 'edge_length_total': 129222.77000000003, 'edge_length_avg': 165.4580921895007, 'street_length_total': 65348.610999999975, 'street_length_avg': 163.78097994987462, 'street_segments_count': 399, 'node_density_km': 16.80756640558353, 'intersection_density_km': 14.39809010268519, 'edge_density_km': 7594.126880728838, 'street_density_km': 3840.3885276054048, 'circuity_avg': 1.0510803277842864, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0510803277842864\n", - "7843\n", - "9002079.24791911\n", - "{'n': 344, 'm': 1010, 'k_avg': 5.872093023255814, 'intersection_count': 316, 'streets_per_node_avg': 3.008720930232558, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 257, 4: 59}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08139534883720931, 2: 0.0, 3: 0.747093023255814, 4: 0.17151162790697674}, 'edge_length_total': 129844.76600000002, 'edge_length_avg': 128.55917425742575, 'street_length_total': 64922.38300000002, 'street_length_avg': 128.55917425742578, 'street_segments_count': 505, 'node_density_km': 38.21339387558911, 'intersection_density_km': 35.10300135083186, 'edge_density_km': 14423.86391233053, 'street_density_km': 7211.9319561652665, 'circuity_avg': 1.032498114038601, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.032498114038601\n", - "7844\n", - "64995986.388028994\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 2701, 'm': 7847, 'k_avg': 5.810440577563865, 'intersection_count': 2369, 'streets_per_node_avg': 2.959274342835987, 'streets_per_node_counts': {0: 0, 1: 332, 2: 0, 3: 1819, 4: 546, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12291743798593113, 2: 0.0, 3: 0.6734542761940022, 4: 0.20214735283228433, 5: 0.001480932987782303}, 'edge_length_total': 982338.1599999969, 'edge_length_avg': 125.18646106792364, 'street_length_total': 495057.9959999998, 'street_length_avg': 125.23602226157344, 'street_segments_count': 3953, 'node_density_km': 41.55641217405191, 'intersection_density_km': 36.448404457730085, 'edge_density_km': 15113.828016016148, 'street_density_km': 7616.747179502455, 'circuity_avg': 1.0402104387718591, 'self_loop_proportion': 0.0012743723716069836, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0402104387718591\n", - "7845\n", - "9000085.623324703\n", - "{'n': 455, 'm': 1217, 'k_avg': 5.349450549450549, 'intersection_count': 391, 'streets_per_node_avg': 2.879120879120879, 'streets_per_node_counts': {0: 0, 1: 64, 2: 0, 3: 324, 4: 63, 5: 2, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14065934065934066, 2: 0.0, 3: 0.7120879120879121, 4: 0.13846153846153847, 5: 0.004395604395604396, 6: 0.004395604395604396}, 'edge_length_total': 149540.05300000016, 'edge_length_avg': 122.87596795398534, 'street_length_total': 76754.48699999996, 'street_length_avg': 121.25511374407577, 'street_segments_count': 633, 'node_density_km': 50.55507458960366, 'intersection_density_km': 43.44403113084623, 'edge_density_km': 16615.403370435808, 'street_density_km': 8528.19519861926, 'circuity_avg': 1.0442612286007202, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0442612286007202\n", - "7846\n", - "34000262.20806339\n", - "{'n': 1297, 'm': 3699, 'k_avg': 5.703932151117964, 'intersection_count': 1126, 'streets_per_node_avg': 2.9406322282189667, 'streets_per_node_counts': {0: 0, 1: 171, 2: 1, 3: 866, 4: 252, 5: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1318427139552814, 2: 0.0007710100231303007, 3: 0.6676946800308404, 4: 0.19429452582883577, 5: 0.005397070161912105}, 'edge_length_total': 496365.2359999999, 'edge_length_avg': 134.18903379291697, 'street_length_total': 249681.67099999994, 'street_length_avg': 133.23461632870863, 'street_segments_count': 1874, 'node_density_km': 38.14676463560942, 'intersection_density_km': 33.117391657437324, 'edge_density_km': 14598.864942938104, 'street_density_km': 7343.521925568746, 'circuity_avg': 1.0623195866081934, 'self_loop_proportion': 0.0021627466882941336, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0623195866081934\n", - "7847\n", - "19018498.523248643\n", - "{'n': 609, 'm': 1746, 'k_avg': 5.733990147783251, 'intersection_count': 534, 'streets_per_node_avg': 3.0049261083743843, 'streets_per_node_counts': {0: 0, 1: 75, 2: 2, 3: 380, 4: 149, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12315270935960591, 2: 0.003284072249589491, 3: 0.6239737274220033, 4: 0.24466338259441708, 5: 0.0049261083743842365}, 'edge_length_total': 262622.91199999955, 'edge_length_avg': 150.4140389461624, 'street_length_total': 132146.91799999986, 'street_length_avg': 148.9818692220968, 'street_segments_count': 887, 'node_density_km': 32.02145528236862, 'intersection_density_km': 28.077926306707457, 'edge_density_km': 13808.814175260122, 'street_density_km': 6948.33600236425, 'circuity_avg': 1.0460295513574527, 'self_loop_proportion': 0.002290950744558992, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0460295513574527\n", - "7848\n", - "5999224.720368987\n", - "{'n': 176, 'm': 437, 'k_avg': 4.965909090909091, 'intersection_count': 138, 'streets_per_node_avg': 2.727272727272727, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 110, 4: 28}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2159090909090909, 2: 0.0, 3: 0.625, 4: 0.1590909090909091}, 'edge_length_total': 69300.59899999997, 'edge_length_avg': 158.5826064073226, 'street_length_total': 35397.18299999999, 'street_length_avg': 157.3208133333333, 'street_segments_count': 225, 'node_density_km': 29.337124079121843, 'intersection_density_km': 23.002972289311444, 'edge_density_km': 11551.592452389013, 'street_density_km': 5900.292896149898, 'circuity_avg': 1.0181546614709458, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0181546614709458\n", - "7849\n", - "9002554.196939833\n", - "{'n': 365, 'm': 978, 'k_avg': 5.358904109589041, 'intersection_count': 294, 'streets_per_node_avg': 2.808219178082192, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 223, 4: 70, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19452054794520549, 2: 0.0, 3: 0.6109589041095891, 4: 0.1917808219178082, 5: 0.0027397260273972603}, 'edge_length_total': 102606.4199999999, 'edge_length_avg': 104.91453987730051, 'street_length_total': 51303.21000000002, 'street_length_avg': 104.91453987730065, 'street_segments_count': 489, 'node_density_km': 40.54404916818735, 'intersection_density_km': 32.657398508074195, 'edge_density_km': 11397.478732744323, 'street_density_km': 5698.73936637217, 'circuity_avg': 1.0421374947458528, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0421374947458528\n", - "7850\n", - "124002325.33956647\n", - "error with entry 7850\n", - "7851\n", - "37000451.572279856\n", - "{'n': 2047, 'm': 5934, 'k_avg': 5.797752808988764, 'intersection_count': 1799, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 248, 2: 0, 3: 1303, 4: 496}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12115290669272105, 2: 0.0, 3: 0.6365412799218368, 4: 0.2423058133854421}, 'edge_length_total': 693560.6010000018, 'edge_length_avg': 116.87910364004074, 'street_length_total': 350546.0320000011, 'street_length_avg': 116.03642237669682, 'street_segments_count': 3021, 'node_density_km': 55.323649118206426, 'intersection_density_km': 48.62102821868752, 'edge_density_km': 18744.652336070572, 'street_density_km': 9474.101452929957, 'circuity_avg': 1.0570202224659493, 'self_loop_proportion': 0.0047185709470845974, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0570202224659493\n", - "7852\n", - "11000960.541555515\n", - "{'n': 459, 'm': 1373, 'k_avg': 5.982570806100218, 'intersection_count': 411, 'streets_per_node_avg': 3.0718954248366015, 'streets_per_node_counts': {0: 0, 1: 48, 2: 0, 3: 282, 4: 129}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10457516339869281, 2: 0.0, 3: 0.6143790849673203, 4: 0.28104575163398693}, 'edge_length_total': 162913.9649999999, 'edge_length_avg': 118.65547341587758, 'street_length_total': 81593.04499999997, 'street_length_avg': 118.42241654571839, 'street_segments_count': 689, 'node_density_km': 41.72362933819762, 'intersection_density_km': 37.36037398256911, 'edge_density_km': 14809.067297769272, 'street_density_km': 7416.901887047662, 'circuity_avg': 1.0467306021746499, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0467306021746499\n", - "7853\n", - "11001201.530564249\n", - "{'n': 295, 'm': 832, 'k_avg': 5.640677966101695, 'intersection_count': 254, 'streets_per_node_avg': 2.8983050847457625, 'streets_per_node_counts': {0: 0, 1: 41, 2: 0, 3: 202, 4: 52}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13898305084745763, 2: 0.0, 3: 0.6847457627118644, 4: 0.17627118644067796}, 'edge_length_total': 141631.85999999952, 'edge_length_avg': 170.23060096153787, 'street_length_total': 70815.92999999996, 'street_length_avg': 170.23060096153839, 'street_segments_count': 416, 'node_density_km': 26.815252786744423, 'intersection_density_km': 23.088387145196894, 'edge_density_km': 12874.217384938249, 'street_density_km': 6437.108692469143, 'circuity_avg': 1.03874518880006, 'self_loop_proportion': 0.002403846153846154, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03874518880006\n", - "7854\n", - "104968500.2542203\n", - "{'n': 7313, 'm': 20972, 'k_avg': 5.735539450293997, 'intersection_count': 6435, 'streets_per_node_avg': 2.996718173116368, 'streets_per_node_counts': {0: 0, 1: 878, 2: 5, 3: 4717, 4: 1689, 5: 24}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12006016682619992, 2: 0.0006837139340899768, 3: 0.645015725420484, 4: 0.23095856693559413, 5: 0.0032818268836318884}, 'edge_length_total': 2116449.9570000162, 'edge_length_avg': 100.91788847034218, 'street_length_total': 1087594.3389999964, 'street_length_avg': 100.38714592948094, 'street_segments_count': 10834, 'node_density_km': 69.66851943477184, 'intersection_density_km': 61.30410536889878, 'edge_density_km': 20162.715022832992, 'street_density_km': 10361.149643616722, 'circuity_avg': 1.039974800639941, 'self_loop_proportion': 0.001049017737936296, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.039974800639941\n", - "7855\n", - "14004433.695430232\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 727, 'm': 1884, 'k_avg': 5.182943603851444, 'intersection_count': 579, 'streets_per_node_avg': 2.6973865199449794, 'streets_per_node_counts': {0: 0, 1: 148, 2: 0, 3: 504, 4: 74, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20357634112792297, 2: 0.0, 3: 0.6932599724896836, 4: 0.10178817056396149, 5: 0.001375515818431912}, 'edge_length_total': 221244.63400000057, 'edge_length_avg': 117.43345753715529, 'street_length_total': 110622.31699999998, 'street_length_avg': 117.43345753715496, 'street_segments_count': 942, 'node_density_km': 51.91213124435202, 'intersection_density_km': 41.3440495054743, 'edge_density_km': 15798.184975676282, 'street_density_km': 7899.092487838119, 'circuity_avg': 1.0554931329437052, 'self_loop_proportion': 0.0010615711252653928, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0554931329437052\n", - "7856\n", - "6002934.335666855\n", - "{'n': 102, 'm': 312, 'k_avg': 6.117647058823529, 'intersection_count': 97, 'streets_per_node_avg': 3.450980392156863, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 41, 4: 56}, 'streets_per_node_proportion': {0: 0.0, 1: 0.049019607843137254, 2: 0.0, 3: 0.4019607843137255, 4: 0.5490196078431373}, 'edge_length_total': 68132.94200000001, 'edge_length_avg': 218.37481410256413, 'street_length_total': 34066.47099999998, 'street_length_avg': 218.374814102564, 'street_segments_count': 156, 'node_density_km': 16.991690112943573, 'intersection_density_km': 16.15876412701497, 'edge_density_km': 11349.939577913316, 'street_density_km': 5674.969788956654, 'circuity_avg': 1.0100045827157695, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0100045827157695\n", - "7857\n", - "67984799.29265836\n", - "{'n': 3519, 'm': 9284, 'k_avg': 5.276499005399261, 'intersection_count': 2858, 'streets_per_node_avg': 2.8232452401250354, 'streets_per_node_counts': {0: 0, 1: 661, 2: 4, 3: 2154, 4: 696, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18783745382210856, 2: 0.0011366865586814436, 3: 0.6121057118499573, 4: 0.1977834612105712, 5: 0.0011366865586814436}, 'edge_length_total': 1093858.301999997, 'edge_length_avg': 117.82187656182649, 'street_length_total': 598714.1030000006, 'street_length_avg': 121.96253880627431, 'street_segments_count': 4909, 'node_density_km': 51.76157077189481, 'intersection_density_km': 42.03880911226921, 'edge_density_km': 16089.748199317288, 'street_density_km': 8806.58778475875, 'circuity_avg': 1.0602485159855684, 'self_loop_proportion': 0.004308487720809996, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0602485159855684\n", - "7858\n", - "9003592.435595827\n", - "{'n': 304, 'm': 844, 'k_avg': 5.552631578947368, 'intersection_count': 247, 'streets_per_node_avg': 2.8782894736842106, 'streets_per_node_counts': {0: 0, 1: 57, 2: 0, 3: 170, 4: 77}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.5592105263157895, 4: 0.2532894736842105}, 'edge_length_total': 111668.904, 'edge_length_avg': 132.3091279620853, 'street_length_total': 55834.45200000001, 'street_length_avg': 132.30912796208534, 'street_segments_count': 422, 'node_density_km': 33.764300436138335, 'intersection_density_km': 27.433494104362396, 'edge_density_km': 12402.7053422049, 'street_density_km': 6201.3526711024515, 'circuity_avg': 1.0477684792504343, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0477684792504343\n", - "7859\n", - "12002003.332980322\n", - "{'n': 182, 'm': 492, 'k_avg': 5.406593406593407, 'intersection_count': 142, 'streets_per_node_avg': 2.7747252747252746, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 104, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21978021978021978, 2: 0.0, 3: 0.5714285714285714, 4: 0.2032967032967033, 5: 0.005494505494505495}, 'edge_length_total': 105748.74799999992, 'edge_length_avg': 214.93647967479657, 'street_length_total': 52874.37400000002, 'street_length_avg': 214.93647967479683, 'street_segments_count': 246, 'node_density_km': 15.164135099003177, 'intersection_density_km': 11.831358154167313, 'edge_density_km': 8810.924731991434, 'street_density_km': 4405.4623659957215, 'circuity_avg': 1.045573601333713, 'self_loop_proportion': 0.0040650406504065045, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.045573601333713\n", - "7860\n", - "8005670.218738826\n", - "{'n': 159, 'm': 494, 'k_avg': 6.213836477987422, 'intersection_count': 148, 'streets_per_node_avg': 3.238993710691824, 'streets_per_node_counts': {0: 0, 1: 11, 2: 0, 3: 89, 4: 58, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06918238993710692, 2: 0.0, 3: 0.559748427672956, 4: 0.36477987421383645, 5: 0.006289308176100629}, 'edge_length_total': 90842.83599999992, 'edge_length_avg': 183.89238056680145, 'street_length_total': 45421.41800000001, 'street_length_avg': 183.89238056680168, 'street_segments_count': 247, 'node_density_km': 19.8609230277597, 'intersection_density_km': 18.486896906342363, 'edge_density_km': 11347.311782511928, 'street_density_km': 5673.65589125597, 'circuity_avg': 1.030812081069939, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.030812081069939\n", - "7861\n", - "12006671.812212955\n", - "{'n': 538, 'm': 1354, 'k_avg': 5.033457249070632, 'intersection_count': 412, 'streets_per_node_avg': 2.6394052044609664, 'streets_per_node_counts': {0: 0, 1: 126, 2: 0, 3: 354, 4: 58}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2342007434944238, 2: 0.0, 3: 0.6579925650557621, 4: 0.10780669144981413}, 'edge_length_total': 160737.62800000023, 'edge_length_avg': 118.71316691285098, 'street_length_total': 80368.81400000001, 'street_length_avg': 118.71316691285084, 'street_segments_count': 677, 'node_density_km': 44.808420552709435, 'intersection_density_km': 34.314255144454066, 'edge_density_km': 13387.35917113192, 'street_density_km': 6693.679585565952, 'circuity_avg': 1.0642712882772078, 'self_loop_proportion': 0.005908419497784343, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0642712882772078\n", - "7862\n", - "16995185.9683277\n", - "{'n': 711, 'm': 1994, 'k_avg': 5.609001406469761, 'intersection_count': 605, 'streets_per_node_avg': 2.931082981715893, 'streets_per_node_counts': {0: 0, 1: 106, 2: 1, 3: 441, 4: 162, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1490857946554149, 2: 0.0014064697609001407, 3: 0.620253164556962, 4: 0.22784810126582278, 5: 0.0014064697609001407}, 'edge_length_total': 292970.4080000002, 'edge_length_avg': 146.92598194583763, 'street_length_total': 146942.59100000007, 'street_length_avg': 146.64929241516973, 'street_segments_count': 1002, 'node_density_km': 41.83537628390902, 'intersection_density_km': 35.598315965914146, 'edge_density_km': 17238.434963052543, 'street_density_km': 8646.130220277842, 'circuity_avg': 1.0319660176213163, 'self_loop_proportion': 0.0025075225677031092, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0319660176213163\n", - "7863\n", - "16008919.285827035\n", - "{'n': 314, 'm': 829, 'k_avg': 5.280254777070064, 'intersection_count': 254, 'streets_per_node_avg': 2.7229299363057327, 'streets_per_node_counts': {0: 0, 1: 60, 2: 0, 3: 221, 4: 33}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1910828025477707, 2: 0.0, 3: 0.7038216560509554, 4: 0.10509554140127389}, 'edge_length_total': 127358.07199999997, 'edge_length_avg': 153.62855488540407, 'street_length_total': 63701.58399999999, 'street_length_avg': 153.4977927710843, 'street_segments_count': 415, 'node_density_km': 19.614066033675957, 'intersection_density_km': 15.866155326604119, 'edge_density_km': 7955.444694680435, 'street_density_km': 3979.130812183935, 'circuity_avg': 1.0873757063283944, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0873757063283944\n", - "7864\n", - "295938982.7224854\n", - "error with entry 7864\n", - "7865\n", - "15997602.367522897\n", - "{'n': 566, 'm': 1723, 'k_avg': 6.088339222614841, 'intersection_count': 519, 'streets_per_node_avg': 3.166077738515901, 'streets_per_node_counts': {0: 0, 1: 47, 2: 0, 3: 331, 4: 188}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08303886925795052, 2: 0.0, 3: 0.5848056537102474, 4: 0.3321554770318021}, 'edge_length_total': 250879.5490000004, 'edge_length_avg': 145.60623853743493, 'street_length_total': 126785.21199999997, 'street_length_avg': 145.2293379152348, 'street_segments_count': 873, 'node_density_km': 35.38030181004184, 'intersection_density_km': 32.44236155373095, 'edge_density_km': 15682.321840260061, 'street_density_km': 7925.263366802363, 'circuity_avg': 1.034725450250534, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.034725450250534\n", - "7866\n", - "7998589.502917508\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 234, 'm': 674, 'k_avg': 5.760683760683761, 'intersection_count': 212, 'streets_per_node_avg': 3.1666666666666665, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 129, 4: 83}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09401709401709402, 2: 0.0, 3: 0.5512820512820513, 4: 0.3547008547008547}, 'edge_length_total': 110653.15600000018, 'edge_length_avg': 164.17382195845724, 'street_length_total': 57731.10300000004, 'street_length_avg': 163.0822118644069, 'street_segments_count': 354, 'node_density_km': 29.2551580393828, 'intersection_density_km': 26.504673095509204, 'edge_density_km': 13834.083616822583, 'street_density_km': 7217.660436123451, 'circuity_avg': 1.0247164253854415, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0247164253854415\n", - "7867\n", - "44029053.54078859\n", - "error with entry 7867\n", - "7868\n", - "12014298.083002258\n", - "error with entry 7868\n", - "7869\n", - "34990671.67573572\n", - "{'n': 4133, 'm': 12083, 'k_avg': 5.847084442293734, 'intersection_count': 3588, 'streets_per_node_avg': 2.992015485119768, 'streets_per_node_counts': {0: 0, 1: 545, 2: 0, 3: 2539, 4: 1041, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1318654730220179, 2: 0.0, 3: 0.614323735785144, 4: 0.2518751512218727, 5: 0.0019356399709654004}, 'edge_length_total': 850664.527000003, 'edge_length_avg': 70.4017650417945, 'street_length_total': 431251.5349999995, 'street_length_avg': 70.45442493056682, 'street_segments_count': 6121, 'node_density_km': 118.11719529996988, 'intersection_density_km': 102.54161546970528, 'edge_density_km': 24311.180273509763, 'street_density_km': 12324.757266636036, 'circuity_avg': 1.0443234955510836, 'self_loop_proportion': 0.001324174459985103, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0443234955510836\n", - "7870\n", - "6998464.78737341\n", - "{'n': 149, 'm': 406, 'k_avg': 5.449664429530201, 'intersection_count': 127, 'streets_per_node_avg': 2.8993288590604025, 'streets_per_node_counts': {0: 0, 1: 22, 2: 0, 3: 98, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1476510067114094, 2: 0.0, 3: 0.6577181208053692, 4: 0.19463087248322147}, 'edge_length_total': 72898.60799999993, 'edge_length_avg': 179.55322167487668, 'street_length_total': 36449.304000000026, 'street_length_avg': 179.55322167487697, 'street_segments_count': 203, 'node_density_km': 21.29038360939173, 'intersection_density_km': 18.14683703619295, 'edge_density_km': 10416.371334970949, 'street_density_km': 5208.185667485483, 'circuity_avg': 1.051553923890927, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051553923890927\n", - "7871\n", - "5998140.349444739\n", - "{'n': 139, 'm': 404, 'k_avg': 5.81294964028777, 'intersection_count': 123, 'streets_per_node_avg': 3.0575539568345325, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 83, 4: 40}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11510791366906475, 2: 0.0, 3: 0.5971223021582733, 4: 0.28776978417266186}, 'edge_length_total': 77291.27000000005, 'edge_length_avg': 191.31502475247535, 'street_length_total': 38645.63500000001, 'street_length_avg': 191.3150247524753, 'street_segments_count': 202, 'node_density_km': 23.173849210258567, 'intersection_density_km': 20.5063557759842, 'edge_density_km': 12885.87220323297, 'street_density_km': 6442.936101616483, 'circuity_avg': 1.0383389675150791, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0383389675150791\n", - "7872\n", - "8997767.258696668\n", - "{'n': 186, 'm': 530, 'k_avg': 5.698924731182796, 'intersection_count': 154, 'streets_per_node_avg': 3.0053763440860215, 'streets_per_node_counts': {0: 0, 1: 32, 2: 2, 3: 86, 4: 65, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17204301075268819, 2: 0.010752688172043012, 3: 0.46236559139784944, 4: 0.34946236559139787, 5: 0.005376344086021506}, 'edge_length_total': 93143.02699999996, 'edge_length_avg': 175.7415603773584, 'street_length_total': 46645.23899999999, 'street_length_avg': 175.3580413533834, 'street_segments_count': 266, 'node_density_km': 20.67179497449484, 'intersection_density_km': 17.11535712942046, 'edge_density_km': 10351.793319612025, 'street_density_km': 5184.090414754358, 'circuity_avg': 1.0204257628643565, 'self_loop_proportion': 0.0037735849056603774, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0204257628643565\n", - "7873\n", - "8995938.181727033\n", - "{'n': 239, 'm': 697, 'k_avg': 5.832635983263598, 'intersection_count': 215, 'streets_per_node_avg': 3.1255230125523012, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 138, 4: 76, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.100418410041841, 2: 0.0, 3: 0.5774058577405857, 4: 0.3179916317991632, 5: 0.0041841004184100415}, 'edge_length_total': 124682.23600000009, 'edge_length_avg': 178.88412625538032, 'street_length_total': 62403.02299999994, 'street_length_avg': 178.29435142857128, 'street_segments_count': 350, 'node_density_km': 26.567545838128137, 'intersection_density_km': 23.899675126349578, 'edge_density_km': 13859.83690431093, 'street_density_km': 6936.799891172647, 'circuity_avg': 1.0425023968015508, 'self_loop_proportion': 0.0028694404591104736, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0425023968015508\n", - "7874\n", - "20020763.056006227\n", - "{'n': 498, 'm': 1406, 'k_avg': 5.646586345381526, 'intersection_count': 400, 'streets_per_node_avg': 2.9116465863453813, 'streets_per_node_counts': {0: 0, 1: 98, 2: 0, 3: 248, 4: 152}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19678714859437751, 2: 0.0, 3: 0.4979919678714859, 4: 0.30522088353413657}, 'edge_length_total': 238985.50999999992, 'edge_length_avg': 169.97546941678516, 'street_length_total': 119492.75500000002, 'street_length_avg': 169.97546941678524, 'street_segments_count': 703, 'node_density_km': 24.874176803695804, 'intersection_density_km': 19.9792584768641, 'edge_density_km': 11936.88319128797, 'street_density_km': 5968.441595643988, 'circuity_avg': 1.0444293225299297, 'self_loop_proportion': 0.001422475106685633, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0444293225299297\n", - "7875\n", - "20004729.156182528\n", - "{'n': 1086, 'm': 3170, 'k_avg': 5.837937384898711, 'intersection_count': 932, 'streets_per_node_avg': 2.9963167587476978, 'streets_per_node_counts': {0: 0, 1: 154, 2: 0, 3: 632, 4: 296, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.141804788213628, 2: 0.0, 3: 0.58195211786372, 4: 0.27255985267034993, 5: 0.003683241252302026}, 'edge_length_total': 338795.00799999945, 'edge_length_avg': 106.8753968454257, 'street_length_total': 170548.6970000003, 'street_length_avg': 106.8600858395992, 'street_segments_count': 1596, 'node_density_km': 54.28716337628436, 'intersection_density_km': 46.58898367099173, 'edge_density_km': 16935.745810649663, 'street_density_km': 8525.41894811366, 'circuity_avg': 1.0384821001884046, 'self_loop_proportion': 0.0037854889589905363, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0384821001884046\n", - "7876\n", - "9009492.45403124\n", - "{'n': 1349, 'm': 3648, 'k_avg': 5.408450704225352, 'intersection_count': 1082, 'streets_per_node_avg': 2.753891771682728, 'streets_per_node_counts': {0: 0, 1: 267, 2: 0, 3: 882, 4: 199, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19792438843587842, 2: 0.0, 3: 0.653817642698295, 4: 0.1475166790214974, 5: 0.0, 6: 0.0007412898443291327}, 'edge_length_total': 254380.79400000075, 'edge_length_avg': 69.73157730263179, 'street_length_total': 127190.39699999988, 'street_length_avg': 69.73157730263151, 'street_segments_count': 1824, 'node_density_km': 149.73096507743878, 'intersection_density_km': 120.09555538457285, 'edge_density_km': 28234.75298946276, 'street_density_km': 14117.376494731325, 'circuity_avg': 1.0567327469855141, 'self_loop_proportion': 0.001644736842105263, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0567327469855141\n", - "7877\n", - "9009272.912201302\n", - "{'n': 436, 'm': 1272, 'k_avg': 5.834862385321101, 'intersection_count': 378, 'streets_per_node_avg': 2.9839449541284404, 'streets_per_node_counts': {0: 0, 1: 58, 2: 0, 3: 269, 4: 109}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13302752293577982, 2: 0.0, 3: 0.6169724770642202, 4: 0.25}, 'edge_length_total': 137764.26799999995, 'edge_length_avg': 108.30524213836475, 'street_length_total': 68882.13400000002, 'street_length_avg': 108.30524213836482, 'street_segments_count': 636, 'node_density_km': 48.394582365189876, 'intersection_density_km': 41.9567709496371, 'edge_density_km': 15291.385813546078, 'street_density_km': 7645.692906773043, 'circuity_avg': 1.0276320079026977, 'self_loop_proportion': 0.0015723270440251573, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0276320079026977\n", - "7878\n", - "40113497.63718913\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 3217, 'm': 8545, 'k_avg': 5.312402859807274, 'intersection_count': 2624, 'streets_per_node_avg': 2.7516319552377992, 'streets_per_node_counts': {0: 0, 1: 593, 2: 7, 3: 2229, 4: 382, 5: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18433322971712776, 2: 0.002175940317065589, 3: 0.6928815666770283, 4: 0.11874417158843643, 5: 0.0018650917003419335}, 'edge_length_total': 655191.3579999963, 'edge_length_avg': 76.67540760678716, 'street_length_total': 331566.3369999994, 'street_length_avg': 75.54484780132135, 'street_segments_count': 4389, 'node_density_km': 80.19744448854858, 'intersection_density_km': 65.41439053091436, 'edge_density_km': 16333.438782275867, 'street_density_km': 8265.704975389757, 'circuity_avg': 1.1106103417696758, 'self_loop_proportion': 0.006085430076067876, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1106103417696758\n", - "7879\n", - "8022149.862568466\n", - "{'n': 229, 'm': 548, 'k_avg': 4.786026200873362, 'intersection_count': 174, 'streets_per_node_avg': 2.567685589519651, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 163, 4: 11}, 'streets_per_node_proportion': {0: 0.0, 1: 0.24017467248908297, 2: 0.0, 3: 0.7117903930131004, 4: 0.048034934497816595}, 'edge_length_total': 64145.28500000004, 'edge_length_avg': 117.05343978102196, 'street_length_total': 32334.14799999999, 'street_length_avg': 114.25493992932859, 'street_segments_count': 283, 'node_density_km': 28.54596385297154, 'intersection_density_km': 21.6899463336989, 'edge_density_km': 7996.021777067941, 'street_density_km': 4030.6088210682606, 'circuity_avg': 1.0831396474544484, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0831396474544484\n", - "7880\n", - "12011280.210696599\n", - "{'n': 949, 'm': 2383, 'k_avg': 5.022128556375132, 'intersection_count': 735, 'streets_per_node_avg': 2.673340358271865, 'streets_per_node_counts': {0: 0, 1: 214, 2: 0, 3: 621, 4: 110, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22550052687038988, 2: 0.0, 3: 0.6543730242360379, 4: 0.11591148577449947, 5: 0.004214963119072708}, 'edge_length_total': 228092.40499999977, 'edge_length_avg': 95.7164939152328, 'street_length_total': 116118.22300000006, 'street_length_avg': 95.33515845648608, 'street_segments_count': 1218, 'node_density_km': 79.00906342646738, 'intersection_density_km': 61.19247799626293, 'edge_density_km': 18989.8496245948, 'street_density_km': 9667.431028425382, 'circuity_avg': 1.1020194417925442, 'self_loop_proportion': 0.00839278220730172, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1020194417925442\n", - "7881\n", - "14005676.019943597\n", - "{'n': 613, 'm': 1622, 'k_avg': 5.2920065252854815, 'intersection_count': 472, 'streets_per_node_avg': 2.766721044045677, 'streets_per_node_counts': {0: 0, 1: 141, 2: 0, 3: 336, 4: 133, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2300163132137031, 2: 0.0, 3: 0.5481239804241436, 4: 0.2169657422512235, 5: 0.004893964110929853}, 'edge_length_total': 196720.2220000002, 'edge_length_avg': 121.2825043156598, 'street_length_total': 100327.49500000007, 'street_length_avg': 119.8655854241339, 'street_segments_count': 837, 'node_density_km': 43.767969438041355, 'intersection_density_km': 33.70062247105305, 'edge_density_km': 14045.749860262185, 'street_density_km': 7163.345407757341, 'circuity_avg': 1.053437407466984, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.053437407466984\n", - "7882\n", - "12997336.699371973\n", - "{'n': 641, 'm': 1759, 'k_avg': 5.488299531981279, 'intersection_count': 548, 'streets_per_node_avg': 2.87207488299532, 'streets_per_node_counts': {0: 0, 1: 93, 2: 0, 3: 445, 4: 102, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14508580343213728, 2: 0.0, 3: 0.6942277691107644, 4: 0.15912636505460218, 5: 0.0015600624024961}, 'edge_length_total': 210159.2260000005, 'edge_length_avg': 119.4765355315523, 'street_length_total': 107131.45699999997, 'street_length_avg': 119.1673604004449, 'street_segments_count': 899, 'node_density_km': 49.31779600900644, 'intersection_density_km': 42.16248395153749, 'edge_density_km': 16169.406922431679, 'street_density_km': 8242.569957057165, 'circuity_avg': 1.0367634169402389, 'self_loop_proportion': 0.0011370096645821489, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0367634169402389\n", - "7883\n", - "110076630.6051907\n", - "{'n': 6636, 'm': 17267, 'k_avg': 5.204038577456299, 'intersection_count': 4961, 'streets_per_node_avg': 2.6609403254972874, 'streets_per_node_counts': {0: 0, 1: 1675, 2: 2, 3: 3872, 4: 1073, 5: 13, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.252411091018686, 2: 0.0003013863773357444, 3: 0.5834840265220012, 4: 0.16169379144062687, 5: 0.0019590114526823387, 6: 0.0001506931886678722}, 'edge_length_total': 1708218.7239999883, 'edge_length_avg': 98.92967649273112, 'street_length_total': 871816.8230000025, 'street_length_avg': 99.27315224322507, 'street_segments_count': 8782, 'node_density_km': 60.28527548050764, 'intersection_density_km': 45.06860332411067, 'edge_density_km': 15518.450325090498, 'street_density_km': 7920.090015535883, 'circuity_avg': 1.0750127591557752, 'self_loop_proportion': 0.00289569699426652, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0750127591557752\n", - "7884\n", - "6999258.307044957\n", - "{'n': 309, 'm': 803, 'k_avg': 5.197411003236246, 'intersection_count': 257, 'streets_per_node_avg': 2.831715210355987, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 206, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16828478964401294, 2: 0.0, 3: 0.6666666666666666, 4: 0.16181229773462782, 5: 0.003236245954692557}, 'edge_length_total': 108698.63199999982, 'edge_length_avg': 135.36566874221646, 'street_length_total': 58917.81699999998, 'street_length_avg': 139.94730878859852, 'street_segments_count': 421, 'node_density_km': 44.14753484508245, 'intersection_density_km': 36.71817623037602, 'edge_density_km': 15530.021501076977, 'street_density_km': 8417.722909397055, 'circuity_avg': 1.0382862032239053, 'self_loop_proportion': 0.0049813200498132005, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0382862032239053\n", - "7885\n", - "8004536.546296999\n", - "{'n': 146, 'm': 386, 'k_avg': 5.287671232876712, 'intersection_count': 122, 'streets_per_node_avg': 2.808219178082192, 'streets_per_node_counts': {0: 0, 1: 24, 2: 0, 3: 102, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1643835616438356, 2: 0.0, 3: 0.6986301369863014, 4: 0.136986301369863}, 'edge_length_total': 80014.54599999999, 'edge_length_avg': 207.2915699481865, 'street_length_total': 40007.272999999994, 'street_length_avg': 207.2915699481865, 'street_segments_count': 193, 'node_density_km': 18.23965686902154, 'intersection_density_km': 15.241357109730327, 'edge_density_km': 9996.14975048315, 'street_density_km': 4998.074875241575, 'circuity_avg': 1.0272929906973773, 'self_loop_proportion': 0.0051813471502590676, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0272929906973773\n", - "7886\n", - "10004657.172653837\n", - "{'n': 139, 'm': 361, 'k_avg': 5.194244604316546, 'intersection_count': 108, 'streets_per_node_avg': 2.820143884892086, 'streets_per_node_counts': {0: 0, 1: 31, 2: 0, 3: 71, 4: 37}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22302158273381295, 2: 0.0, 3: 0.5107913669064749, 4: 0.26618705035971224}, 'edge_length_total': 82248.42299999998, 'edge_length_avg': 227.83496675900273, 'street_length_total': 41168.82000000001, 'street_length_avg': 227.45204419889507, 'street_segments_count': 181, 'node_density_km': 13.893529543414513, 'intersection_density_km': 10.794972594883218, 'edge_density_km': 8221.013632012615, 'street_density_km': 4114.96558947852, 'circuity_avg': 1.0351811801579036, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0351811801579036\n", - "7887\n", - "18000059.859974425\n", - "{'n': 420, 'm': 1202, 'k_avg': 5.723809523809524, 'intersection_count': 358, 'streets_per_node_avg': 2.9642857142857144, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 250, 4: 107, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14761904761904762, 2: 0.0, 3: 0.5952380952380952, 4: 0.25476190476190474, 5: 0.002380952380952381}, 'edge_length_total': 223616.83200000034, 'edge_length_avg': 186.03729783693873, 'street_length_total': 111970.556, 'street_length_avg': 184.16209868421052, 'street_segments_count': 608, 'node_density_km': 23.33325573732824, 'intersection_density_km': 19.888822747532167, 'edge_density_km': 12423.116019588508, 'street_density_km': 6220.565757616269, 'circuity_avg': 1.0287075033866344, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0287075033866344\n", - "7888\n", - "41031017.77862538\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1312, 'm': 3668, 'k_avg': 5.591463414634147, 'intersection_count': 1030, 'streets_per_node_avg': 2.848323170731707, 'streets_per_node_counts': {0: 0, 1: 282, 2: 0, 3: 668, 4: 359, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2149390243902439, 2: 0.0, 3: 0.5091463414634146, 4: 0.2736280487804878, 5: 0.0022865853658536584}, 'edge_length_total': 539651.5280000002, 'edge_length_avg': 147.12418974918216, 'street_length_total': 269878.402, 'street_length_avg': 147.07269863760217, 'street_segments_count': 1835, 'node_density_km': 31.97580930306513, 'intersection_density_km': 25.102960047375824, 'edge_density_km': 13152.282278533321, 'street_density_km': 6577.424022384109, 'circuity_avg': 1.0601821493516501, 'self_loop_proportion': 0.004362050163576881, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0601821493516501\n", - "7889\n", - "5003847.078593272\n", - "{'n': 97, 'm': 276, 'k_avg': 5.690721649484536, 'intersection_count': 82, 'streets_per_node_avg': 3.0927835051546393, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 43, 4: 39}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15463917525773196, 2: 0.0, 3: 0.44329896907216493, 4: 0.4020618556701031}, 'edge_length_total': 53531.774000000034, 'edge_length_avg': 193.95570289855084, 'street_length_total': 26765.886999999995, 'street_length_avg': 193.9557028985507, 'street_segments_count': 138, 'node_density_km': 19.38508481103894, 'intersection_density_km': 16.387391283558692, 'edge_density_km': 10698.123495622369, 'street_density_km': 5349.06174781118, 'circuity_avg': 1.0181145638878883, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0181145638878883\n", - "7890\n", - "8006194.19071225\n", - "{'n': 519, 'm': 1422, 'k_avg': 5.479768786127168, 'intersection_count': 431, 'streets_per_node_avg': 2.7976878612716765, 'streets_per_node_counts': {0: 0, 1: 88, 2: 0, 3: 361, 4: 69, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16955684007707128, 2: 0.0, 3: 0.6955684007707129, 4: 0.1329479768786127, 5: 0.0019267822736030828}, 'edge_length_total': 148398.016, 'edge_length_avg': 104.35866104078762, 'street_length_total': 74199.00799999996, 'street_length_avg': 104.35866104078757, 'street_segments_count': 711, 'node_density_km': 64.82480784716371, 'intersection_density_km': 53.833318269995296, 'edge_density_km': 18535.400524278084, 'street_density_km': 9267.700262139037, 'circuity_avg': 1.0687665330317337, 'self_loop_proportion': 0.0014064697609001407, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0687665330317337\n", - "7891\n", - "14019564.109666007\n", - "{'n': 136, 'm': 412, 'k_avg': 6.0588235294117645, 'intersection_count': 116, 'streets_per_node_avg': 3.0808823529411766, 'streets_per_node_counts': {0: 0, 1: 20, 2: 0, 3: 65, 4: 51}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14705882352941177, 2: 0.0, 3: 0.47794117647058826, 4: 0.375}, 'edge_length_total': 67809.38799999998, 'edge_length_avg': 164.58589320388344, 'street_length_total': 33904.693999999974, 'street_length_avg': 164.58589320388336, 'street_segments_count': 206, 'node_density_km': 9.70072956164398, 'intersection_density_km': 8.27415168493163, 'edge_density_km': 4836.768637710194, 'street_density_km': 2418.384318855096, 'circuity_avg': 1.0195080531963248, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0195080531963248\n", - "7892\n", - "43028216.07076947\n", - "{'n': 1740, 'm': 4449, 'k_avg': 5.113793103448276, 'intersection_count': 1288, 'streets_per_node_avg': 2.6091954022988504, 'streets_per_node_counts': {0: 0, 1: 452, 2: 4, 3: 1060, 4: 220, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2597701149425287, 2: 0.0022988505747126436, 3: 0.6091954022988506, 4: 0.12643678160919541, 5: 0.0022988505747126436}, 'edge_length_total': 539751.346999999, 'edge_length_avg': 121.31970038210812, 'street_length_total': 271799.53200000024, 'street_length_avg': 120.42513602126728, 'street_segments_count': 2257, 'node_density_km': 40.43858097993612, 'intersection_density_km': 29.93384615066536, 'edge_density_km': 12544.12560614314, 'street_density_km': 6316.774359247557, 'circuity_avg': 1.0719890303496746, 'self_loop_proportion': 0.004045853000674309, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0719890303496746\n", - "7893\n", - "85993409.55190927\n", - "error with entry 7893\n", - "7894\n", - "9997396.431689568\n", - "{'n': 359, 'm': 993, 'k_avg': 5.532033426183844, 'intersection_count': 311, 'streets_per_node_avg': 2.9192200557103063, 'streets_per_node_counts': {0: 0, 1: 48, 2: 1, 3: 242, 4: 68}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13370473537604458, 2: 0.002785515320334262, 3: 0.6740947075208914, 4: 0.1894150417827298}, 'edge_length_total': 143189.8149999998, 'edge_length_avg': 144.19920946626365, 'street_length_total': 73443.15499999998, 'street_length_avg': 145.1445750988142, 'street_segments_count': 506, 'node_density_km': 35.90934924437409, 'intersection_density_km': 31.108099206129086, 'edge_density_km': 14322.71051552175, 'street_density_km': 7346.228140678826, 'circuity_avg': 1.038432818883384, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.038432818883384\n", - "7895\n", - "8005229.493498687\n", - "{'n': 269, 'm': 750, 'k_avg': 5.5762081784386615, 'intersection_count': 215, 'streets_per_node_avg': 2.8550185873605947, 'streets_per_node_counts': {0: 0, 1: 54, 2: 0, 3: 146, 4: 69}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20074349442379183, 2: 0.0, 3: 0.5427509293680297, 4: 0.25650557620817843}, 'edge_length_total': 110325.56000000001, 'edge_length_avg': 147.10074666666668, 'street_length_total': 55162.78000000003, 'street_length_avg': 147.10074666666674, 'street_segments_count': 375, 'node_density_km': 33.603034143926024, 'intersection_density_km': 26.857443646632323, 'edge_density_km': 13781.686095270481, 'street_density_km': 6890.843047635243, 'circuity_avg': 1.0435599079569746, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0435599079569746\n", - "7896\n", - "6006494.094971663\n", - "{'n': 755, 'm': 1818, 'k_avg': 4.8158940397351, 'intersection_count': 511, 'streets_per_node_avg': 2.456953642384106, 'streets_per_node_counts': {0: 0, 1: 244, 2: 2, 3: 430, 4: 78, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.32317880794701986, 2: 0.0026490066225165563, 3: 0.5695364238410596, 4: 0.10331125827814569, 5: 0.0013245033112582781}, 'edge_length_total': 126395.61900000011, 'edge_length_avg': 69.52454290429048, 'street_length_total': 63505.68000000002, 'street_length_avg': 69.6334210526316, 'street_segments_count': 912, 'node_density_km': 125.69728498227414, 'intersection_density_km': 85.07458625952594, 'edge_density_km': 21043.16045291915, 'street_density_km': 10572.836499275643, 'circuity_avg': 1.0664643709294819, 'self_loop_proportion': 0.009900990099009901, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0664643709294819\n", - "7897\n", - "22998964.236366007\n", - "{'n': 712, 'm': 2108, 'k_avg': 5.921348314606742, 'intersection_count': 657, 'streets_per_node_avg': 3.151685393258427, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 443, 4: 210, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07724719101123595, 2: 0.0, 3: 0.6221910112359551, 4: 0.2949438202247191, 5: 0.0056179775280898875}, 'edge_length_total': 318367.2319999985, 'edge_length_avg': 151.02809867172604, 'street_length_total': 159641.25100000022, 'street_length_avg': 151.17542708333355, 'street_segments_count': 1056, 'node_density_km': 30.95791587319329, 'intersection_density_km': 28.566503832426953, 'edge_density_km': 13842.676945277197, 'street_density_km': 6941.236542625479, 'circuity_avg': 1.0395737840809447, 'self_loop_proportion': 0.0009487666034155598, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0395737840809447\n", - "7898\n", - "9996920.908405405\n", - "{'n': 322, 'm': 988, 'k_avg': 6.136645962732919, 'intersection_count': 282, 'streets_per_node_avg': 3.1552795031055902, 'streets_per_node_counts': {0: 0, 1: 40, 2: 0, 3: 156, 4: 122, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.12422360248447205, 2: 0.0, 3: 0.484472049689441, 4: 0.37888198757763975, 5: 0.012422360248447204}, 'edge_length_total': 136153.85799999995, 'edge_length_avg': 137.8075485829959, 'street_length_total': 68076.92900000003, 'street_length_avg': 137.80754858299602, 'street_segments_count': 494, 'node_density_km': 32.2099177286941, 'intersection_density_km': 28.208685712707254, 'edge_density_km': 13619.57939324316, 'street_density_km': 6809.789696621586, 'circuity_avg': 1.0228716191313476, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0228716191313476\n", - "7899\n", - "32984177.957265686\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 948, 'm': 2734, 'k_avg': 5.767932489451477, 'intersection_count': 800, 'streets_per_node_avg': 2.9746835443037973, 'streets_per_node_counts': {0: 0, 1: 148, 2: 2, 3: 533, 4: 256, 5: 9}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15611814345991562, 2: 0.002109704641350211, 3: 0.5622362869198312, 4: 0.270042194092827, 5: 0.00949367088607595}, 'edge_length_total': 449757.5840000014, 'edge_length_avg': 164.50533430870573, 'street_length_total': 226727.52100000047, 'street_length_avg': 162.87896623563253, 'street_segments_count': 1392, 'node_density_km': 28.741052792894497, 'intersection_density_km': 24.254052989784384, 'edge_density_km': 13635.555343616796, 'street_density_km': 6873.826635720579, 'circuity_avg': 1.040185752026789, 'self_loop_proportion': 0.0021945866861741038, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040185752026789\n", - "7900\n", - "14993988.519604355\n", - "{'n': 268, 'm': 850, 'k_avg': 6.343283582089552, 'intersection_count': 258, 'streets_per_node_avg': 3.3358208955223883, 'streets_per_node_counts': {0: 0, 1: 10, 2: 0, 3: 150, 4: 107, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.03731343283582089, 2: 0.0, 3: 0.5597014925373134, 4: 0.39925373134328357, 5: 0.0, 6: 0.0037313432835820895}, 'edge_length_total': 188343.9640000001, 'edge_length_avg': 221.58113411764717, 'street_length_total': 94309.151, 'street_length_avg': 218.8147354988399, 'street_segments_count': 431, 'node_density_km': 17.873829878527324, 'intersection_density_km': 17.206895927836005, 'edge_density_km': 12561.298399938343, 'street_density_km': 6289.797466277407, 'circuity_avg': 1.022981353221559, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.022981353221559\n", - "7901\n", - "10994719.138219034\n", - "{'n': 115, 'm': 386, 'k_avg': 6.71304347826087, 'intersection_count': 110, 'streets_per_node_avg': 3.5652173913043477, 'streets_per_node_counts': {0: 0, 1: 5, 2: 0, 3: 35, 4: 75}, 'streets_per_node_proportion': {0: 0.0, 1: 0.043478260869565216, 2: 0.0, 3: 0.30434782608695654, 4: 0.6521739130434783}, 'edge_length_total': 103898.68199999997, 'edge_length_avg': 269.16756994818644, 'street_length_total': 51949.341000000015, 'street_length_avg': 269.1675699481866, 'street_segments_count': 193, 'node_density_km': 10.459566866082595, 'intersection_density_km': 10.004803089296395, 'edge_density_km': 9449.871405885668, 'street_density_km': 4724.9357029428365, 'circuity_avg': 1.05514827800414, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.05514827800414\n", - "7902\n", - "12001323.339569826\n", - "{'n': 372, 'm': 1137, 'k_avg': 6.112903225806452, 'intersection_count': 338, 'streets_per_node_avg': 3.14247311827957, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 218, 4: 119, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0913978494623656, 2: 0.0, 3: 0.5860215053763441, 4: 0.31989247311827956, 5: 0.002688172043010753}, 'edge_length_total': 170514.94300000003, 'edge_length_avg': 149.96916710642043, 'street_length_total': 85303.0570000001, 'street_length_avg': 149.91749912126556, 'street_segments_count': 569, 'node_density_km': 30.99658174973677, 'intersection_density_km': 28.16356083712642, 'edge_density_km': 14208.011747987113, 'street_density_km': 7107.804246782147, 'circuity_avg': 1.01212931815807, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.01212931815807\n", - "7903\n", - "25991100.172320854\n", - "{'n': 1081, 'm': 2960, 'k_avg': 5.47641073080481, 'intersection_count': 932, 'streets_per_node_avg': 2.9380203515263643, 'streets_per_node_counts': {0: 0, 1: 149, 2: 0, 3: 704, 4: 225, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13783533765032377, 2: 0.0, 3: 0.6512488436632747, 4: 0.20814061054579094, 5: 0.0027752081406105457}, 'edge_length_total': 420447.5270000011, 'edge_length_avg': 142.0430834459463, 'street_length_total': 220576.10900000017, 'street_length_avg': 141.39494166666677, 'street_segments_count': 1560, 'node_density_km': 41.59115977519134, 'intersection_density_km': 35.85842822430928, 'edge_density_km': 16176.595996800299, 'street_density_km': 8486.601472718805, 'circuity_avg': 1.0644250803957378, 'self_loop_proportion': 0.0033783783783783786, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0644250803957378\n", - "7904\n", - "30986446.46406936\n", - "{'n': 840, 'm': 2319, 'k_avg': 5.521428571428571, 'intersection_count': 699, 'streets_per_node_avg': 2.8595238095238096, 'streets_per_node_counts': {0: 0, 1: 141, 2: 1, 3: 534, 4: 163, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16785714285714284, 2: 0.0011904761904761906, 3: 0.6357142857142857, 4: 0.19404761904761905, 5: 0.0011904761904761906}, 'edge_length_total': 391501.24399999966, 'edge_length_avg': 168.82330487278983, 'street_length_total': 196672.25399999996, 'street_length_avg': 167.09622259983004, 'street_segments_count': 1177, 'node_density_km': 27.10862637876306, 'intersection_density_km': 22.558249808042117, 'edge_density_km': 12634.59636954398, 'street_density_km': 6347.0412532799855, 'circuity_avg': 1.0309200921473254, 'self_loop_proportion': 0.004312203536006899, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0309200921473254\n", - "7905\n", - "15999300.16886688\n", - "{'n': 594, 'm': 1683, 'k_avg': 5.666666666666667, 'intersection_count': 497, 'streets_per_node_avg': 2.920875420875421, 'streets_per_node_counts': {0: 0, 1: 97, 2: 0, 3: 350, 4: 147}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1632996632996633, 2: 0.0, 3: 0.5892255892255892, 4: 0.2474747474747475}, 'edge_length_total': 243980.82899999947, 'edge_length_avg': 144.96781283422428, 'street_length_total': 122916.32200000009, 'street_length_avg': 143.93011943793923, 'street_segments_count': 854, 'node_density_km': 37.12662389795447, 'intersection_density_km': 31.063858715965267, 'edge_density_km': 15249.46881581502, 'street_density_km': 7682.6061579358075, 'circuity_avg': 1.040152716358031, 'self_loop_proportion': 0.0023767082590612004, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.040152716358031\n", - "7906\n", - "32013521.49321545\n", - "{'n': 1602, 'm': 4514, 'k_avg': 5.635455680399501, 'intersection_count': 1415, 'streets_per_node_avg': 2.9519350811485645, 'streets_per_node_counts': {0: 0, 1: 187, 2: 0, 3: 1121, 4: 291, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11672908863920099, 2: 0.0, 3: 0.6997503121098627, 4: 0.18164794007490637, 5: 0.0018726591760299626}, 'edge_length_total': 574680.8229999967, 'edge_length_avg': 127.3107715994676, 'street_length_total': 293973.69199999946, 'street_length_avg': 126.16896652360492, 'street_segments_count': 2330, 'node_density_km': 50.041355192352334, 'intersection_density_km': 44.200073406478495, 'edge_density_km': 17951.19050310624, 'street_density_km': 9182.797714468888, 'circuity_avg': 1.0367551928283052, 'self_loop_proportion': 0.0017722640673460345, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0367551928283052\n", - "7907\n", - "8002689.1651042225\n", - "{'n': 210, 'm': 642, 'k_avg': 6.114285714285714, 'intersection_count': 191, 'streets_per_node_avg': 3.1523809523809523, 'streets_per_node_counts': {0: 0, 1: 19, 2: 0, 3: 121, 4: 70}, 'streets_per_node_proportion': {0: 0.0, 1: 0.09047619047619047, 2: 0.0, 3: 0.5761904761904761, 4: 0.3333333333333333}, 'edge_length_total': 105162.95199999999, 'edge_length_avg': 163.8052211838006, 'street_length_total': 52581.47599999996, 'street_length_avg': 163.80522118380048, 'street_segments_count': 321, 'node_density_km': 26.24117914209468, 'intersection_density_km': 23.866977219714684, 'edge_density_km': 13140.951726397638, 'street_density_km': 6570.475863198814, 'circuity_avg': 1.0234842903443595, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0234842903443595\n", - "7908\n", - "26987711.135226555\n", - "{'n': 1174, 'm': 3393, 'k_avg': 5.780238500851789, 'intersection_count': 999, 'streets_per_node_avg': 3.01618398637138, 'streets_per_node_counts': {0: 0, 1: 175, 2: 0, 3: 633, 4: 363, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14906303236797275, 2: 0.0, 3: 0.5391822827938672, 4: 0.3091993185689949, 5: 0.002555366269165247}, 'edge_length_total': 422633.38200000144, 'edge_length_avg': 124.56038373121174, 'street_length_total': 215496.83199999997, 'street_length_avg': 123.35250829994274, 'street_segments_count': 1747, 'node_density_km': 43.50128079100416, 'intersection_density_km': 37.01684796440644, 'edge_density_km': 15660.215862039, 'street_density_km': 7984.9984654206555, 'circuity_avg': 1.0392872215511364, 'self_loop_proportion': 0.0011788977306218685, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0392872215511364\n", - "7909\n", - "7995817.62225355\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 178, 'm': 590, 'k_avg': 6.629213483146067, 'intersection_count': 162, 'streets_per_node_avg': 3.3820224719101124, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 64, 4: 97, 5: 0, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0898876404494382, 2: 0.0, 3: 0.3595505617977528, 4: 0.5449438202247191, 5: 0.0, 6: 0.0056179775280898875}, 'edge_length_total': 101507.35800000005, 'edge_length_avg': 172.0463694915255, 'street_length_total': 50753.678999999975, 'street_length_avg': 172.04636949152533, 'street_segments_count': 295, 'node_density_km': 22.261638322589988, 'intersection_density_km': 20.260592181233584, 'edge_density_km': 12695.056690323947, 'street_density_km': 6347.528345161967, 'circuity_avg': 1.027991182803911, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.027991182803911\n", - "7910\n", - "16001638.606556654\n", - "{'n': 332, 'm': 959, 'k_avg': 5.77710843373494, 'intersection_count': 297, 'streets_per_node_avg': 3.0060240963855422, 'streets_per_node_counts': {0: 0, 1: 35, 2: 0, 3: 227, 4: 68, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10542168674698796, 2: 0.0, 3: 0.6837349397590361, 4: 0.20481927710843373, 5: 0.006024096385542169}, 'edge_length_total': 180393.6179999998, 'edge_length_avg': 188.10596246089656, 'street_length_total': 90249.85900000007, 'street_length_avg': 188.0205395833335, 'street_segments_count': 480, 'node_density_km': 20.74787514973394, 'intersection_density_km': 18.56059915503307, 'edge_density_km': 11273.446578532508, 'street_density_km': 5640.0385747382325, 'circuity_avg': 1.0213634410282617, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0213634410282617\n", - "7911\n", - "47973261.32260875\n", - "{'n': 2026, 'm': 5633, 'k_avg': 5.56071076011846, 'intersection_count': 1655, 'streets_per_node_avg': 2.8484698914116486, 'streets_per_node_counts': {0: 0, 1: 371, 2: 0, 3: 1222, 4: 431, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18311944718657452, 2: 0.0, 3: 0.6031589338598223, 4: 0.21273445212240868, 5: 0.0009871668311944718}, 'edge_length_total': 730773.0220000033, 'edge_length_avg': 129.73069802946978, 'street_length_total': 367380.6340000001, 'street_length_avg': 128.90548561403511, 'street_segments_count': 2850, 'node_density_km': 42.23185883435426, 'intersection_density_km': 34.498384190945856, 'edge_density_km': 15232.923546425765, 'street_density_km': 7658.02915773128, 'circuity_avg': 1.0385961122929657, 'self_loop_proportion': 0.0039055565418072077, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0385961122929657\n", - "7912\n", - "13993560.107086387\n", - "{'n': 293, 'm': 825, 'k_avg': 5.631399317406143, 'intersection_count': 261, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 32, 2: 1, 3: 195, 4: 65}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10921501706484642, 2: 0.0034129692832764505, 3: 0.6655290102389079, 4: 0.22184300341296928}, 'edge_length_total': 175068.77699999994, 'edge_length_avg': 212.2045781818181, 'street_length_total': 89123.55099999999, 'street_length_avg': 212.19893095238092, 'street_segments_count': 420, 'node_density_km': 20.93820284172173, 'intersection_density_km': 18.651436661055875, 'edge_density_km': 12510.667454191625, 'street_density_km': 6368.897572739014, 'circuity_avg': 1.0286274951600565, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0286274951600565\n", - "7913\n", - "16993547.63937962\n", - "{'n': 280, 'm': 762, 'k_avg': 5.442857142857143, 'intersection_count': 238, 'streets_per_node_avg': 2.942857142857143, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 171, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15, 2: 0.0, 3: 0.6107142857142858, 4: 0.2357142857142857, 5: 0.0035714285714285713}, 'edge_length_total': 163676.50800000032, 'edge_length_avg': 214.79856692913427, 'street_length_total': 83571.04900000006, 'street_length_avg': 212.64897964376604, 'street_segments_count': 393, 'node_density_km': 16.476842030980524, 'intersection_density_km': 14.005315726333446, 'edge_density_km': 9631.68559463759, 'street_density_km': 4917.810616915478, 'circuity_avg': 1.0263926387256843, 'self_loop_proportion': 0.0026246719160104987, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0263926387256843\n", - "7914\n", - "10006563.260570845\n", - "{'n': 274, 'm': 775, 'k_avg': 5.656934306569343, 'intersection_count': 242, 'streets_per_node_avg': 3.0255474452554743, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 175, 4: 64, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11678832116788321, 2: 0.0, 3: 0.6386861313868614, 4: 0.23357664233576642, 5: 0.0072992700729927005, 6: 0.0036496350364963502}, 'edge_length_total': 126297.67199999977, 'edge_length_avg': 162.96473806451584, 'street_length_total': 64097.572999999975, 'street_length_avg': 163.0981501272264, 'street_segments_count': 393, 'node_density_km': 27.38202846122507, 'intersection_density_km': 24.184127327067397, 'edge_density_km': 12621.48339157103, 'street_density_km': 6405.553168545441, 'circuity_avg': 1.0551798252484705, 'self_loop_proportion': 0.007741935483870968, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0551798252484705\n", - "7915\n", - "9999144.34903288\n", - "{'n': 401, 'm': 1194, 'k_avg': 5.9551122194513715, 'intersection_count': 355, 'streets_per_node_avg': 3.112219451371571, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 219, 4: 135, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11471321695760599, 2: 0.0, 3: 0.5461346633416458, 4: 0.33665835411471323, 5: 0.0024937655860349127}, 'edge_length_total': 154434.47300000017, 'edge_length_avg': 129.3421046901174, 'street_length_total': 77421.26899999993, 'street_length_avg': 129.46700501672228, 'street_segments_count': 598, 'node_density_km': 40.103431453990844, 'intersection_density_km': 35.50303782086471, 'edge_density_km': 15444.768833138918, 'street_density_km': 7742.789412524896, 'circuity_avg': 1.0204586307414938, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0204586307414938\n", - "7916\n", - "16992897.781308625\n", - "{'n': 400, 'm': 1176, 'k_avg': 5.88, 'intersection_count': 345, 'streets_per_node_avg': 3.0775, 'streets_per_node_counts': {0: 0, 1: 55, 2: 0, 3: 206, 4: 137, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1375, 2: 0.0, 3: 0.515, 4: 0.3425, 5: 0.005}, 'edge_length_total': 208801.82699999952, 'edge_length_avg': 177.55257397959144, 'street_length_total': 104958.5490000001, 'street_length_avg': 175.22295325542586, 'street_segments_count': 599, 'node_density_km': 23.53924593367359, 'intersection_density_km': 20.302599617793472, 'edge_density_km': 12287.593892883388, 'street_density_km': 6176.612744381331, 'circuity_avg': 1.0229847011317916, 'self_loop_proportion': 0.0017006802721088435, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0229847011317916\n", - "7917\n", - "16996488.38102625\n", - "{'n': 477, 'm': 1510, 'k_avg': 6.331236897274633, 'intersection_count': 438, 'streets_per_node_avg': 3.2557651991614254, 'streets_per_node_counts': {0: 0, 1: 39, 2: 0, 3: 247, 4: 184, 5: 5, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.08176100628930817, 2: 0.0, 3: 0.5178197064989518, 4: 0.3857442348008386, 5: 0.010482180293501049, 6: 0.0041928721174004195}, 'edge_length_total': 234324.37200000053, 'edge_length_avg': 155.18170331125862, 'street_length_total': 117162.18599999993, 'street_length_avg': 155.1817033112582, 'street_segments_count': 755, 'node_density_km': 28.064620720859676, 'intersection_density_km': 25.77002908959442, 'edge_density_km': 13786.634435709948, 'street_density_km': 6893.317217854955, 'circuity_avg': 1.0254555469635946, 'self_loop_proportion': 0.0026490066225165563, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0254555469635946\n", - "7918\n", - "4998444.159874958\n", - "{'n': 315, 'm': 914, 'k_avg': 5.803174603174603, 'intersection_count': 278, 'streets_per_node_avg': 3.015873015873016, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 202, 4: 74, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11746031746031746, 2: 0.0, 3: 0.6412698412698413, 4: 0.23492063492063492, 5: 0.0031746031746031746, 6: 0.0031746031746031746}, 'edge_length_total': 90846.21199999997, 'edge_length_avg': 99.39410503282272, 'street_length_total': 45423.10599999998, 'street_length_avg': 99.39410503282271, 'street_segments_count': 457, 'node_density_km': 63.01960968748325, 'intersection_density_km': 55.61730632736617, 'edge_density_km': 18174.897847067798, 'street_density_km': 9087.448923533897, 'circuity_avg': 1.031273778203689, 'self_loop_proportion': 0.002188183807439825, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.031273778203689\n", - "7919\n", - "29989072.767902307\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 5916, 'm': 17007, 'k_avg': 5.749492900608519, 'intersection_count': 5016, 'streets_per_node_avg': 2.9584178498985803, 'streets_per_node_counts': {0: 0, 1: 900, 2: 1, 3: 3489, 4: 1498, 5: 27, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15212981744421908, 2: 0.00016903313049357674, 3: 0.5897565922920892, 4: 0.253211629479378, 5: 0.004563894523326572, 6: 0.00016903313049357674}, 'edge_length_total': 1060274.0019999926, 'edge_length_avg': 62.34338813429721, 'street_length_total': 541803.6400000002, 'street_length_avg': 62.27628045977014, 'street_segments_count': 8700, 'node_density_km': 197.27185451135293, 'intersection_density_km': 167.26092329765825, 'edge_density_km': 35355.34460187837, 'street_density_km': 18066.701968188216, 'circuity_avg': 1.0775995490625858, 'self_loop_proportion': 0.003645557711530546, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0775995490625858\n", - "7920\n", - "83024782.99096256\n", - "error with entry 7920\n", - "7921\n", - "7001559.952589852\n", - "{'n': 276, 'm': 756, 'k_avg': 5.478260869565218, 'intersection_count': 211, 'streets_per_node_avg': 2.818840579710145, 'streets_per_node_counts': {0: 0, 1: 65, 2: 0, 3: 132, 4: 78, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23550724637681159, 2: 0.0, 3: 0.4782608695652174, 4: 0.2826086956521739, 5: 0.0036231884057971015}, 'edge_length_total': 91616.47199999998, 'edge_length_avg': 121.1858095238095, 'street_length_total': 45808.23599999996, 'street_length_avg': 121.18580952380943, 'street_segments_count': 378, 'node_density_km': 39.41978671451761, 'intersection_density_km': 30.136141292620348, 'edge_density_km': 13085.15139774121, 'street_density_km': 6542.575698870601, 'circuity_avg': 1.0333021869385965, 'self_loop_proportion': 0.0026455026455026454, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0333021869385965\n", - "7922\n", - "10003485.520389358\n", - "{'n': 695, 'm': 1840, 'k_avg': 5.294964028776978, 'intersection_count': 552, 'streets_per_node_avg': 2.7179856115107914, 'streets_per_node_counts': {0: 0, 1: 143, 2: 0, 3: 463, 4: 88, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20575539568345325, 2: 0.0, 3: 0.6661870503597123, 4: 0.12661870503597122, 5: 0.0014388489208633094}, 'edge_length_total': 162347.4169999997, 'edge_length_avg': 88.23229184782592, 'street_length_total': 81419.12599999996, 'street_length_avg': 87.92562203023753, 'street_segments_count': 926, 'node_density_km': 69.47578407380442, 'intersection_density_km': 55.180766631280626, 'edge_density_km': 16229.085019326421, 'street_density_km': 8139.075708566723, 'circuity_avg': 1.0715645739265915, 'self_loop_proportion': 0.0010869565217391304, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0715645739265915\n", - "7923\n", - "8999716.192715155\n", - "{'n': 549, 'm': 1390, 'k_avg': 5.063752276867031, 'intersection_count': 407, 'streets_per_node_avg': 2.579234972677596, 'streets_per_node_counts': {0: 0, 1: 142, 2: 0, 3: 356, 4: 49, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2586520947176685, 2: 0.0, 3: 0.6484517304189436, 4: 0.08925318761384335, 5: 0.0036429872495446266}, 'edge_length_total': 145321.39399999985, 'edge_length_avg': 104.5477654676258, 'street_length_total': 72660.69699999997, 'street_length_avg': 104.54776546762585, 'street_segments_count': 695, 'node_density_km': 61.00192364336884, 'intersection_density_km': 45.22364831120422, 'edge_density_km': 16147.330747788541, 'street_density_km': 8073.665373894276, 'circuity_avg': 1.059807898183163, 'self_loop_proportion': 0.0028776978417266188, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059807898183163\n", - "7924\n", - "6996807.517507834\n", - "{'n': 486, 'm': 1274, 'k_avg': 5.242798353909465, 'intersection_count': 373, 'streets_per_node_avg': 2.6604938271604937, 'streets_per_node_counts': {0: 0, 1: 113, 2: 0, 3: 315, 4: 55, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23251028806584362, 2: 0.0, 3: 0.6481481481481481, 4: 0.11316872427983539, 5: 0.006172839506172839}, 'edge_length_total': 109991.33599999997, 'edge_length_avg': 86.33542857142855, 'street_length_total': 54995.66800000001, 'street_length_avg': 86.3354285714286, 'street_segments_count': 637, 'node_density_km': 69.46025009033069, 'intersection_density_km': 53.31002733270236, 'edge_density_km': 15720.217502735784, 'street_density_km': 7860.108751367896, 'circuity_avg': 1.0610456149946565, 'self_loop_proportion': 0.0031397174254317113, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0610456149946565\n", - "7925\n", - "5006580.373998536\n", - "{'n': 175, 'm': 430, 'k_avg': 4.914285714285715, 'intersection_count': 137, 'streets_per_node_avg': 2.7142857142857144, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 114, 4: 20, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21714285714285714, 2: 0.0, 3: 0.6514285714285715, 4: 0.11428571428571428, 5: 0.017142857142857144}, 'edge_length_total': 37416.936999999976, 'edge_length_avg': 87.01613255813947, 'street_length_total': 19144.245999999992, 'street_length_avg': 83.59932751091699, 'street_segments_count': 229, 'node_density_km': 34.953997924182964, 'intersection_density_km': 27.36398694636038, 'edge_density_km': 7473.5516470130515, 'street_density_km': 3823.8167711088445, 'circuity_avg': 1.0982720106027635, 'self_loop_proportion': 0.009302325581395349, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0982720106027635\n", - "7926\n", - "6008906.84230456\n", - "{'n': 180, 'm': 479, 'k_avg': 5.322222222222222, 'intersection_count': 151, 'streets_per_node_avg': 2.8222222222222224, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 125, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16111111111111112, 2: 0.0, 3: 0.6944444444444444, 4: 0.14444444444444443}, 'edge_length_total': 67246.08100000003, 'edge_length_avg': 140.388478079332, 'street_length_total': 33701.14600000001, 'street_length_avg': 140.4214416666667, 'street_segments_count': 240, 'node_density_km': 29.95553180035084, 'intersection_density_km': 25.129362788072093, 'edge_density_km': 11191.067321358163, 'street_density_km': 5608.5319483959265, 'circuity_avg': 1.081636936698993, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.081636936698993\n", - "7927\n", - "5007064.380472329\n", - "{'n': 167, 'm': 389, 'k_avg': 4.658682634730539, 'intersection_count': 118, 'streets_per_node_avg': 2.4550898203592815, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 111, 4: 7}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2934131736526946, 2: 0.0, 3: 0.6646706586826348, 4: 0.041916167664670656}, 'edge_length_total': 43102.06399999993, 'edge_length_avg': 110.80222107969135, 'street_length_total': 21927.693, 'street_length_avg': 109.638465, 'street_segments_count': 200, 'node_density_km': 33.35287651808592, 'intersection_density_km': 23.566703168467896, 'edge_density_km': 8608.250408782242, 'street_density_km': 4379.351119493994, 'circuity_avg': 1.1120873990658469, 'self_loop_proportion': 0.010282776349614395, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1120873990658469\n", - "7928\n", - "15024819.05016837\n", - "{'n': 1133, 'm': 2847, 'k_avg': 5.025595763459841, 'intersection_count': 869, 'streets_per_node_avg': 2.6204766107678727, 'streets_per_node_counts': {0: 0, 1: 264, 2: 1, 3: 771, 4: 95, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23300970873786409, 2: 0.00088261253309797, 3: 0.6804942630185349, 4: 0.08384819064430715, 5: 0.00176522506619594}, 'edge_length_total': 259936.16400000057, 'edge_length_avg': 91.30177871443645, 'street_length_total': 132152.33500000014, 'street_length_avg': 89.83843303874924, 'street_segments_count': 1471, 'node_density_km': 75.40856207431685, 'intersection_density_km': 57.83763498903914, 'edge_density_km': 17300.452213904544, 'street_density_km': 8795.602433462866, 'circuity_avg': 1.0942405946719704, 'self_loop_proportion': 0.0035124692658939235, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0942405946719704\n", - "7929\n", - "13999478.623048984\n", - "{'n': 1186, 'm': 3028, 'k_avg': 5.106239460370995, 'intersection_count': 877, 'streets_per_node_avg': 2.6079258010118043, 'streets_per_node_counts': {0: 0, 1: 309, 2: 0, 3: 727, 4: 148, 5: 1, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.260539629005059, 2: 0.0, 3: 0.6129848229342327, 4: 0.12478920741989882, 5: 0.0008431703204047217, 6: 0.0008431703204047217}, 'edge_length_total': 264297.2580000004, 'edge_length_avg': 87.28443130779405, 'street_length_total': 132148.62900000007, 'street_length_avg': 87.28443130779397, 'street_segments_count': 1514, 'node_density_km': 84.71744069435194, 'intersection_density_km': 62.6451901255874, 'edge_density_km': 18879.07865117611, 'street_density_km': 9439.539325588046, 'circuity_avg': 1.0612983200226676, 'self_loop_proportion': 0.0006605019815059445, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0612983200226676\n", - "7930\n", - "9003650.322878698\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 661, 'm': 1727, 'k_avg': 5.225416036308624, 'intersection_count': 532, 'streets_per_node_avg': 2.7276853252647504, 'streets_per_node_counts': {0: 0, 1: 129, 2: 0, 3: 459, 4: 69, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1951588502269289, 2: 0.0, 3: 0.6944024205748865, 4: 0.1043872919818457, 5: 0.0045385779122541605, 6: 0.0015128593040847202}, 'edge_length_total': 174922.61899999992, 'edge_length_avg': 101.28698262883609, 'street_length_total': 87534.02699999986, 'street_length_avg': 101.19540693641602, 'street_segments_count': 865, 'node_density_km': 73.41466808416226, 'intersection_density_km': 59.08714587106554, 'edge_density_km': 19427.96673872522, 'street_density_km': 9722.059815847333, 'circuity_avg': 1.0733876671977043, 'self_loop_proportion': 0.005790387955993051, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0733876671977043\n", - "7931\n", - "39990090.85165831\n", - "{'n': 434, 'm': 1146, 'k_avg': 5.28110599078341, 'intersection_count': 389, 'streets_per_node_avg': 3.0806451612903225, 'streets_per_node_counts': {0: 0, 1: 45, 2: 4, 3: 260, 4: 122, 5: 2, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10368663594470046, 2: 0.009216589861751152, 3: 0.5990783410138248, 4: 0.28110599078341014, 5: 0.004608294930875576, 6: 0.002304147465437788}, 'edge_length_total': 241257.61099999998, 'edge_length_avg': 210.5214755671902, 'street_length_total': 141782.31099999993, 'street_length_avg': 215.14766464339897, 'street_segments_count': 659, 'node_density_km': 10.852688522511894, 'intersection_density_km': 9.727409758656973, 'edge_density_km': 6032.934806148246, 'street_density_km': 3545.4360813016383, 'circuity_avg': 1.0672494394769465, 'self_loop_proportion': 0.0034904013961605585, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0672494394769465\n", - "7932\n", - "11999109.382425848\n", - "{'n': 637, 'm': 1584, 'k_avg': 4.97331240188383, 'intersection_count': 449, 'streets_per_node_avg': 2.5463108320251178, 'streets_per_node_counts': {0: 0, 1: 188, 2: 0, 3: 367, 4: 77, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.29513343799058084, 2: 0.0, 3: 0.576138147566719, 4: 0.12087912087912088, 5: 0.007849293563579277}, 'edge_length_total': 163062.52800000022, 'edge_length_avg': 102.9435151515153, 'street_length_total': 81531.26400000004, 'street_length_avg': 102.9435151515152, 'street_segments_count': 792, 'node_density_km': 53.08727337155238, 'intersection_density_km': 37.41944386786031, 'edge_density_km': 13589.5525911969, 'street_density_km': 6794.776295598444, 'circuity_avg': 1.1130782980224545, 'self_loop_proportion': 0.008838383838383838, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1130782980224545\n", - "7933\n", - "11014925.482229194\n", - "{'n': 260, 'm': 600, 'k_avg': 4.615384615384615, 'intersection_count': 198, 'streets_per_node_avg': 2.6384615384615384, 'streets_per_node_counts': {0: 0, 1: 62, 2: 1, 3: 170, 4: 25, 5: 0, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23846153846153847, 2: 0.0038461538461538464, 3: 0.6538461538461539, 4: 0.09615384615384616, 5: 0.0, 6: 0.007692307692307693}, 'edge_length_total': 73384.49600000003, 'edge_length_avg': 122.30749333333338, 'street_length_total': 38977.86099999999, 'street_length_avg': 116.70018263473051, 'street_segments_count': 334, 'node_density_km': 23.60433580957657, 'intersection_density_km': 17.975609578062155, 'edge_density_km': 6662.278026155881, 'street_density_km': 3538.640462242299, 'circuity_avg': 1.071686291096214, 'self_loop_proportion': 0.006666666666666667, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.071686291096214\n", - "7934\n", - "10000372.491065629\n", - "{'n': 914, 'm': 2380, 'k_avg': 5.207877461706784, 'intersection_count': 719, 'streets_per_node_avg': 2.6531728665207877, 'streets_per_node_counts': {0: 0, 1: 195, 2: 0, 3: 647, 4: 71, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21334792122538293, 2: 0.0, 3: 0.7078774617067833, 4: 0.07768052516411379, 5: 0.0010940919037199124}, 'edge_length_total': 187204.38499999998, 'edge_length_avg': 78.65730462184874, 'street_length_total': 93726.72300000004, 'street_length_avg': 78.56389186923725, 'street_segments_count': 1193, 'node_density_km': 91.39659555847255, 'intersection_density_km': 71.89732188899536, 'edge_density_km': 18719.74120636497, 'street_density_km': 9372.323189334782, 'circuity_avg': 1.0832307294540486, 'self_loop_proportion': 0.0008403361344537816, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0832307294540486\n", - "7935\n", - "10988976.949901601\n", - "{'n': 1090, 'm': 2918, 'k_avg': 5.354128440366972, 'intersection_count': 879, 'streets_per_node_avg': 2.7458715596330276, 'streets_per_node_counts': {0: 0, 1: 211, 2: 0, 3: 739, 4: 136, 5: 3, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19357798165137616, 2: 0.0, 3: 0.6779816513761467, 4: 0.12477064220183487, 5: 0.0027522935779816515, 6: 0.0009174311926605505}, 'edge_length_total': 231073.4900000005, 'edge_length_avg': 79.18899588759442, 'street_length_total': 115584.91700000007, 'street_length_avg': 79.16775136986307, 'street_segments_count': 1460, 'node_density_km': 99.19030724782439, 'intersection_density_km': 79.98924777141067, 'edge_density_km': 21027.752724703783, 'street_density_km': 10518.260027930539, 'circuity_avg': 1.0517073122100051, 'self_loop_proportion': 0.0006854009595613434, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0517073122100051\n", - "7936\n", - "24986212.728010114\n", - "{'n': 1647, 'm': 4382, 'k_avg': 5.3211900425015175, 'intersection_count': 1292, 'streets_per_node_avg': 2.706132361870067, 'streets_per_node_counts': {0: 0, 1: 355, 2: 1, 3: 1070, 4: 216, 5: 4, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21554341226472373, 2: 0.0006071645415907711, 3: 0.6496660595021251, 4: 0.13114754098360656, 5: 0.0024286581663630845, 6: 0.0006071645415907711}, 'edge_length_total': 486648.22899999685, 'edge_length_avg': 111.05619100867112, 'street_length_total': 244417.71499999988, 'street_length_avg': 111.04848477964556, 'street_segments_count': 2201, 'node_density_km': 65.91635226709151, 'intersection_density_km': 51.70851677539904, 'edge_density_km': 19476.67036607165, 'street_density_km': 9782.103340775693, 'circuity_avg': 1.0699395543253292, 'self_loop_proportion': 0.004107713372889092, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0699395543253292\n", - "7937\n", - "9992008.686480355\n", - "{'n': 852, 'm': 2162, 'k_avg': 5.075117370892019, 'intersection_count': 656, 'streets_per_node_avg': 2.624413145539906, 'streets_per_node_counts': {0: 0, 1: 196, 2: 0, 3: 586, 4: 68, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2300469483568075, 2: 0.0, 3: 0.687793427230047, 4: 0.07981220657276995, 5: 0.002347417840375587}, 'edge_length_total': 188620.7019999999, 'edge_length_avg': 87.24361794634594, 'street_length_total': 94310.35100000005, 'street_length_avg': 87.24361794634602, 'street_segments_count': 1081, 'node_density_km': 85.26814044435281, 'intersection_density_km': 65.65246494306976, 'edge_density_km': 18877.155526817383, 'street_density_km': 9438.5777634087, 'circuity_avg': 1.0686811065754567, 'self_loop_proportion': 0.0037002775208140612, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0686811065754567\n", - "7938\n", - "15003119.998664116\n", - "{'n': 156, 'm': 430, 'k_avg': 5.512820512820513, 'intersection_count': 130, 'streets_per_node_avg': 2.858974358974359, 'streets_per_node_counts': {0: 0, 1: 26, 2: 0, 3: 100, 4: 30}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16666666666666666, 2: 0.0, 3: 0.6410256410256411, 4: 0.19230769230769232}, 'edge_length_total': 81685.302, 'edge_length_avg': 189.96581860465116, 'street_length_total': 40842.65100000003, 'street_length_avg': 189.96581860465128, 'street_segments_count': 215, 'node_density_km': 10.397837250777858, 'intersection_density_km': 8.664864375648214, 'edge_density_km': 5444.554333183583, 'street_density_km': 2722.2771665917935, 'circuity_avg': 1.0680362727934631, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0680362727934631\n", - "7939\n", - "7998512.933683487\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1551, 'm': 4165, 'k_avg': 5.3707285622179235, 'intersection_count': 1217, 'streets_per_node_avg': 2.7092198581560285, 'streets_per_node_counts': {0: 0, 1: 334, 2: 0, 3: 1012, 4: 193, 5: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21534493874919408, 2: 0.0, 3: 0.6524822695035462, 4: 0.12443584784010316, 5: 0.007736943907156673}, 'edge_length_total': 225625.36299999917, 'edge_length_avg': 54.171755822328734, 'street_length_total': 112974.0519999998, 'street_length_avg': 54.18419760191837, 'street_segments_count': 2085, 'node_density_km': 193.9110448228945, 'intersection_density_km': 152.15328275271605, 'edge_density_km': 28208.413847759304, 'street_density_km': 14124.381986586703, 'circuity_avg': 1.1002680756189713, 'self_loop_proportion': 0.0019207683073229293, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1002680756189713\n", - "7940\n", - "272061207.9541179\n", - "error with entry 7940\n", - "7941\n", - "7994039.3851392865\n", - "{'n': 636, 'm': 1585, 'k_avg': 4.984276729559748, 'intersection_count': 463, 'streets_per_node_avg': 2.5660377358490565, 'streets_per_node_counts': {0: 0, 1: 173, 2: 0, 3: 396, 4: 64, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2720125786163522, 2: 0.0, 3: 0.6226415094339622, 4: 0.10062893081761007, 5: 0.0047169811320754715}, 'edge_length_total': 131317.03699999978, 'edge_length_avg': 82.84986561514181, 'street_length_total': 65810.46299999996, 'street_length_avg': 82.78045660377353, 'street_segments_count': 795, 'node_density_km': 79.55927777667792, 'intersection_density_km': 57.91815347578911, 'edge_density_km': 16426.868904863637, 'street_density_km': 8232.441676774812, 'circuity_avg': 1.104305001425862, 'self_loop_proportion': 0.006309148264984227, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.104305001425862\n", - "7942\n", - "7000779.360656469\n", - "{'n': 744, 'm': 2164, 'k_avg': 5.817204301075269, 'intersection_count': 692, 'streets_per_node_avg': 3.056451612903226, 'streets_per_node_counts': {0: 0, 1: 52, 2: 0, 3: 559, 4: 124, 5: 5, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06989247311827956, 2: 0.0, 3: 0.7513440860215054, 4: 0.16666666666666666, 5: 0.006720430107526882, 6: 0.005376344086021506}, 'edge_length_total': 125645.78000000046, 'edge_length_avg': 58.061820702403175, 'street_length_total': 67439.50600000002, 'street_length_avg': 60.1601302408564, 'street_segments_count': 1121, 'node_density_km': 106.27388204536052, 'intersection_density_km': 98.84613760132994, 'edge_density_km': 17947.398929055602, 'street_density_km': 9633.142615378207, 'circuity_avg': 1.0967277542698712, 'self_loop_proportion': 0.0009242144177449168, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0967277542698712\n", - "7943\n", - "6997169.899375599\n", - "{'n': 480, 'm': 1181, 'k_avg': 4.920833333333333, 'intersection_count': 350, 'streets_per_node_avg': 2.5416666666666665, 'streets_per_node_counts': {0: 0, 1: 130, 2: 0, 3: 313, 4: 34, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2708333333333333, 2: 0.0, 3: 0.6520833333333333, 4: 0.07083333333333333, 5: 0.00625}, 'edge_length_total': 121502.48700000001, 'edge_length_avg': 102.88102201524133, 'street_length_total': 60867.47300000003, 'street_length_avg': 102.99064805414557, 'street_segments_count': 591, 'node_density_km': 68.59916321923716, 'intersection_density_km': 50.02022318069376, 'edge_density_km': 17364.518619283837, 'street_density_km': 8698.870239728152, 'circuity_avg': 1.1066445136151495, 'self_loop_proportion': 0.002540220152413209, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1066445136151495\n", - "7944\n", - "5997343.795682211\n", - "{'n': 557, 'm': 1336, 'k_avg': 4.797127468581688, 'intersection_count': 389, 'streets_per_node_avg': 2.4829443447037702, 'streets_per_node_counts': {0: 0, 1: 168, 2: 1, 3: 341, 4: 45, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3016157989228007, 2: 0.0017953321364452424, 3: 0.6122082585278277, 4: 0.0807899461400359, 5: 0.003590664272890485}, 'edge_length_total': 101722.15799999973, 'edge_length_avg': 76.13933982035908, 'street_length_total': 51012.975, 'street_length_avg': 76.25257847533632, 'street_segments_count': 669, 'node_density_km': 92.87444891870501, 'intersection_density_km': 64.86204780857496, 'edge_density_km': 16961.201736214392, 'street_density_km': 8505.928080482363, 'circuity_avg': 1.0713680973065978, 'self_loop_proportion': 0.004491017964071856, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0713680973065978\n", - "7945\n", - "14000238.162139662\n", - "{'n': 1239, 'm': 3232, 'k_avg': 5.217110573042777, 'intersection_count': 951, 'streets_per_node_avg': 2.6440677966101696, 'streets_per_node_counts': {0: 0, 1: 288, 2: 0, 3: 821, 4: 125, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2324455205811138, 2: 0.0, 3: 0.6626311541565779, 4: 0.10088781275221953, 5: 0.004035512510088781}, 'edge_length_total': 230054.54200000022, 'edge_length_avg': 71.18024195544561, 'street_length_total': 115027.27099999979, 'street_length_avg': 71.18024195544541, 'street_segments_count': 1616, 'node_density_km': 88.49849450065663, 'intersection_density_km': 67.92741587580667, 'edge_density_km': 16432.187748214772, 'street_density_km': 8216.093874107362, 'circuity_avg': 1.0589725052676515, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0589725052676515\n", - "7946\n", - "15003432.603286853\n", - "{'n': 1725, 'm': 4310, 'k_avg': 4.9971014492753625, 'intersection_count': 1275, 'streets_per_node_avg': 2.575072463768116, 'streets_per_node_counts': {0: 0, 1: 450, 2: 0, 3: 1112, 4: 159, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2608695652173913, 2: 0.0, 3: 0.6446376811594203, 4: 0.09217391304347826, 5: 0.002318840579710145}, 'edge_length_total': 337911.85399999906, 'edge_length_avg': 78.40182227378169, 'street_length_total': 178291.60300000018, 'street_length_avg': 81.67274530462674, 'street_segments_count': 2183, 'node_density_km': 114.97368939572523, 'intersection_density_km': 84.980553031623, 'edge_density_km': 22522.30292459684, 'street_density_km': 11883.387469674188, 'circuity_avg': 1.0751433166970963, 'self_loop_proportion': 0.0018561484918793504, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0751433166970963\n", - "7947\n", - "28980455.150360644\n", - "error with entry 7947\n", - "7948\n", - "20998156.879587013\n", - "{'n': 2688, 'm': 7204, 'k_avg': 5.3601190476190474, 'intersection_count': 2116, 'streets_per_node_avg': 2.7503720238095237, 'streets_per_node_counts': {0: 0, 1: 572, 2: 0, 3: 1663, 4: 435, 5: 16, 6: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.21279761904761904, 2: 0.0, 3: 0.6186755952380952, 4: 0.16183035714285715, 5: 0.005952380952380952, 6: 0.000744047619047619}, 'edge_length_total': 538413.9870000015, 'edge_length_avg': 74.73819919489193, 'street_length_total': 272828.47799999954, 'street_length_avg': 74.40100299972717, 'street_segments_count': 3667, 'node_density_km': 128.01123524384616, 'intersection_density_km': 100.77074917261105, 'edge_density_km': 25641.01173676872, 'street_density_km': 12992.97264824347, 'circuity_avg': 1.1109720100529685, 'self_loop_proportion': 0.010272071071626874, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1109720100529685\n", - "7949\n", - "7994691.128693978\n", - "{'n': 182, 'm': 398, 'k_avg': 4.373626373626373, 'intersection_count': 111, 'streets_per_node_avg': 2.258241758241758, 'streets_per_node_counts': {0: 0, 1: 71, 2: 0, 3: 105, 4: 5, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3901098901098901, 2: 0.0, 3: 0.5769230769230769, 4: 0.027472527472527472, 5: 0.005494505494505495}, 'edge_length_total': 50896.41600000006, 'edge_length_avg': 127.88044221105544, 'street_length_total': 25448.208000000006, 'street_length_avg': 127.88044221105531, 'street_segments_count': 199, 'node_density_km': 22.765107128001294, 'intersection_density_km': 13.884213687956834, 'edge_density_km': 6366.276717974289, 'street_density_km': 3183.138358987141, 'circuity_avg': 1.162412995533249, 'self_loop_proportion': 0.005025125628140704, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.162412995533249\n", - "7950\n", - "5995361.111101168\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 54, 'm': 120, 'k_avg': 4.444444444444445, 'intersection_count': 39, 'streets_per_node_avg': 2.4814814814814814, 'streets_per_node_counts': {0: 0, 1: 15, 2: 0, 3: 37, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2777777777777778, 2: 0.0, 3: 0.6851851851851852, 4: 0.037037037037037035}, 'edge_length_total': 20748.694, 'edge_length_avg': 172.90578333333332, 'street_length_total': 10374.346999999996, 'street_length_avg': 172.90578333333326, 'street_segments_count': 60, 'node_density_km': 9.00696371733342, 'intersection_density_km': 6.50502935140747, 'edge_density_km': 3460.791371112104, 'street_density_km': 1730.3956855560514, 'circuity_avg': 1.0855243293619388, 'self_loop_proportion': 0.016666666666666666, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0855243293619388\n", - "7951\n", - "5995744.270300931\n", - "{'n': 553, 'm': 1294, 'k_avg': 4.679927667269439, 'intersection_count': 361, 'streets_per_node_avg': 2.359855334538879, 'streets_per_node_counts': {0: 0, 1: 192, 2: 0, 3: 332, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.3471971066907776, 2: 0.0, 3: 0.6003616636528029, 4: 0.05063291139240506, 5: 0.0018083182640144665}, 'edge_length_total': 106904.21000000004, 'edge_length_avg': 82.61530911901085, 'street_length_total': 53452.10499999996, 'street_length_avg': 82.61530911901076, 'street_segments_count': 647, 'node_density_km': 92.23208580446085, 'intersection_density_km': 60.20937246909651, 'edge_density_km': 17830.014954029124, 'street_density_km': 8915.007477014551, 'circuity_avg': 1.1051140500540677, 'self_loop_proportion': 0.0061823802163833074, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1051140500540677\n", - "7952\n", - "65960793.26391682\n", - "{'n': 7079, 'm': 17457, 'k_avg': 4.932052549795169, 'intersection_count': 5084, 'streets_per_node_avg': 2.542166972736262, 'streets_per_node_counts': {0: 0, 1: 1995, 2: 9, 3: 4354, 4: 688, 5: 29, 6: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2818194660262749, 2: 0.0012713660121486086, 3: 0.6150586240994491, 4: 0.0971888684842492, 5: 0.004096623816923294, 6: 0.0005650515609549371}, 'edge_length_total': 1485015.330000003, 'edge_length_avg': 85.06704072864771, 'street_length_total': 756771.0620000048, 'street_length_avg': 84.67842251314812, 'street_segments_count': 8937, 'node_density_km': 107.32132907613915, 'intersection_density_km': 77.07608942267149, 'edge_density_km': 22513.606288182185, 'street_density_km': 11473.043675688914, 'circuity_avg': 1.0959154461573632, 'self_loop_proportion': 0.0040098527811193215, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0959154461573632\n", - "7953\n", - "6007583.944087606\n", - "{'n': 197, 'm': 515, 'k_avg': 5.228426395939087, 'intersection_count': 168, 'streets_per_node_avg': 2.786802030456853, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 153, 4: 14, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14720812182741116, 2: 0.0, 3: 0.7766497461928934, 4: 0.07106598984771574, 5: 0.005076142131979695}, 'edge_length_total': 71374.4600000001, 'edge_length_avg': 138.5911844660196, 'street_length_total': 35757.159, 'street_length_avg': 138.59363953488372, 'street_segments_count': 258, 'node_density_km': 32.79188469665556, 'intersection_density_km': 27.964652939279866, 'edge_density_km': 11880.726206122119, 'street_density_km': 5952.00322339076, 'circuity_avg': 1.0306963593652745, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0306963593652745\n", - "7954\n", - "8008839.347819851\n", - "{'n': 268, 'm': 706, 'k_avg': 5.268656716417911, 'intersection_count': 232, 'streets_per_node_avg': 2.8059701492537314, 'streets_per_node_counts': {0: 0, 1: 36, 2: 0, 3: 212, 4: 20}, 'streets_per_node_proportion': {0: 0.0, 1: 0.13432835820895522, 2: 0.0, 3: 0.7910447761194029, 4: 0.07462686567164178}, 'edge_length_total': 98555.64199999992, 'edge_length_avg': 139.59722662889507, 'street_length_total': 49277.82099999999, 'street_length_avg': 139.59722662889516, 'street_segments_count': 353, 'node_density_km': 33.46302608416716, 'intersection_density_km': 28.967992729577542, 'edge_density_km': 12305.858279805365, 'street_density_km': 6152.929139902686, 'circuity_avg': 1.051656730517704, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.051656730517704\n", - "7955\n", - "13017746.717589036\n", - "{'n': 455, 'm': 1288, 'k_avg': 5.661538461538462, 'intersection_count': 388, 'streets_per_node_avg': 2.964835164835165, 'streets_per_node_counts': {0: 0, 1: 67, 2: 0, 3: 278, 4: 105, 5: 3, 6: 1, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14725274725274726, 2: 0.0, 3: 0.610989010989011, 4: 0.23076923076923078, 5: 0.006593406593406593, 6: 0.002197802197802198, 7: 0.002197802197802198}, 'edge_length_total': 191802.016, 'edge_length_avg': 148.91460869565216, 'street_length_total': 95901.00799999997, 'street_length_avg': 148.91460869565213, 'street_segments_count': 644, 'node_density_km': 34.95228551230168, 'intersection_density_km': 29.80546544785286, 'edge_density_km': 14733.887527619901, 'street_density_km': 7366.943763809948, 'circuity_avg': 1.0646197033830098, 'self_loop_proportion': 0.004658385093167702, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0646197033830098\n", - "7956\n", - "38059699.75662682\n", - "{'n': 2056, 'm': 5469, 'k_avg': 5.320038910505836, 'intersection_count': 1677, 'streets_per_node_avg': 2.7295719844357977, 'streets_per_node_counts': {0: 0, 1: 379, 2: 0, 3: 1479, 4: 194, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18433852140077822, 2: 0.0, 3: 0.7193579766536965, 4: 0.0943579766536965, 5: 0.0019455252918287938}, 'edge_length_total': 645962.0989999992, 'edge_length_avg': 118.11338434814394, 'street_length_total': 326022.1759999995, 'street_length_avg': 118.08119377037288, 'street_segments_count': 2761, 'node_density_km': 54.0203946207436, 'intersection_density_km': 44.06235495086917, 'edge_density_km': 16972.33827724893, 'street_density_km': 8566.073250308122, 'circuity_avg': 1.0694924193165205, 'self_loop_proportion': 0.005851161089778753, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0694924193165205\n", - "7957\n", - "7011032.2402973\n", - "{'n': 237, 'm': 686, 'k_avg': 5.789029535864979, 'intersection_count': 209, 'streets_per_node_avg': 3.088607594936709, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 132, 4: 77}, 'streets_per_node_proportion': {0: 0.0, 1: 0.11814345991561181, 2: 0.0, 3: 0.5569620253164557, 4: 0.32489451476793246}, 'edge_length_total': 104246.42800000006, 'edge_length_avg': 151.96272303207004, 'street_length_total': 52123.214000000036, 'street_length_avg': 151.96272303207007, 'street_segments_count': 343, 'node_density_km': 33.803866802636485, 'intersection_density_km': 29.81016102004652, 'edge_density_km': 14868.912939926737, 'street_density_km': 7434.456469963369, 'circuity_avg': 1.0211816339568638, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0211816339568638\n", - "7958\n", - "6006349.540077311\n", - "{'n': 121, 'm': 334, 'k_avg': 5.520661157024794, 'intersection_count': 105, 'streets_per_node_avg': 2.975206611570248, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 76, 4: 29}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1322314049586777, 2: 0.0, 3: 0.628099173553719, 4: 0.2396694214876033}, 'edge_length_total': 68416.09000000001, 'edge_length_avg': 204.83859281437128, 'street_length_total': 34208.04500000002, 'street_length_avg': 204.83859281437137, 'street_segments_count': 167, 'node_density_km': 20.145347717882323, 'intersection_density_km': 17.481500085765653, 'edge_density_km': 11390.627459073818, 'street_density_km': 5695.313729536911, 'circuity_avg': 1.0228067687885258, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0228067687885258\n", - "7959\n", - "60071577.519264475\n", - "{'n': 3144, 'm': 8178, 'k_avg': 5.202290076335878, 'intersection_count': 2504, 'streets_per_node_avg': 2.7223282442748094, 'streets_per_node_counts': {0: 0, 1: 640, 2: 0, 3: 2105, 4: 391, 5: 8}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2035623409669211, 2: 0.0, 3: 0.669529262086514, 4: 0.12436386768447837, 5: 0.002544529262086514}, 'edge_length_total': 825574.3570000028, 'edge_length_avg': 100.95064282220625, 'street_length_total': 426578.3540000003, 'street_length_avg': 100.48960047114258, 'street_segments_count': 4245, 'node_density_km': 52.337563450730826, 'intersection_density_km': 41.68360651419529, 'edge_density_km': 13743.177574040696, 'street_density_km': 7101.167833709711, 'circuity_avg': 1.0763426300567, 'self_loop_proportion': 0.003912937148447053, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0763426300567\n", - "7960\n", - "20020071.3267826\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 1128, 'm': 3022, 'k_avg': 5.358156028368795, 'intersection_count': 898, 'streets_per_node_avg': 2.74822695035461, 'streets_per_node_counts': {0: 0, 1: 230, 2: 0, 3: 724, 4: 172, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20390070921985815, 2: 0.0, 3: 0.6418439716312057, 4: 0.1524822695035461, 5: 0.0017730496453900709}, 'edge_length_total': 380716.86799999914, 'edge_length_avg': 125.98175645268006, 'street_length_total': 190358.43400000007, 'street_length_avg': 125.98175645268039, 'street_segments_count': 1511, 'node_density_km': 56.34345560452503, 'intersection_density_km': 44.85498504686479, 'edge_density_km': 19016.75882096788, 'street_density_km': 9508.379410483965, 'circuity_avg': 1.0416155745379307, 'self_loop_proportion': 0.0013236267372600927, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0416155745379307\n", - "7961\n", - "9012053.59693724\n", - "{'n': 93, 'm': 242, 'k_avg': 5.204301075268817, 'intersection_count': 72, 'streets_per_node_avg': 2.817204301075269, 'streets_per_node_counts': {0: 0, 1: 21, 2: 0, 3: 47, 4: 25}, 'streets_per_node_proportion': {0: 0.0, 1: 0.22580645161290322, 2: 0.0, 3: 0.5053763440860215, 4: 0.26881720430107525}, 'edge_length_total': 51747.53799999998, 'edge_length_avg': 213.83280165289247, 'street_length_total': 25873.769000000008, 'street_length_avg': 213.8328016528926, 'street_segments_count': 121, 'node_density_km': 10.319512528377128, 'intersection_density_km': 7.98930002196939, 'edge_density_km': 5742.036201114745, 'street_density_km': 2871.0181005573745, 'circuity_avg': 1.0378031404756358, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0378031404756358\n", - "7962\n", - "9019193.489443813\n", - "{'n': 223, 'm': 556, 'k_avg': 4.986547085201794, 'intersection_count': 164, 'streets_per_node_avg': 2.5739910313901344, 'streets_per_node_counts': {0: 0, 1: 59, 2: 0, 3: 142, 4: 21, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2645739910313901, 2: 0.0, 3: 0.6367713004484304, 4: 0.09417040358744394, 5: 0.004484304932735426}, 'edge_length_total': 71151.27399999995, 'edge_length_avg': 127.96991726618695, 'street_length_total': 35575.63700000001, 'street_length_avg': 127.96991726618708, 'street_segments_count': 278, 'node_density_km': 24.725048892786504, 'intersection_density_km': 18.183444028775725, 'edge_density_km': 7888.873221677345, 'street_density_km': 3944.4366108386766, 'circuity_avg': 1.0673748814795243, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0673748814795243\n", - "7963\n", - "12025743.16142893\n", - "{'n': 1394, 'm': 3430, 'k_avg': 4.921090387374462, 'intersection_count': 1070, 'streets_per_node_avg': 2.669296987087518, 'streets_per_node_counts': {0: 0, 1: 324, 2: 0, 3: 888, 4: 177, 5: 5}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23242467718794835, 2: 0.0, 3: 0.6370157819225251, 4: 0.12697274031563846, 5: 0.003586800573888092}, 'edge_length_total': 269280.54599999986, 'edge_length_avg': 78.50744781341103, 'street_length_total': 144234.23199999984, 'street_length_avg': 78.30305754614541, 'street_segments_count': 1842, 'node_density_km': 115.91799203487739, 'intersection_density_km': 88.97579015589584, 'edge_density_km': 22392.00874201967, 'street_density_km': 11993.789495073628, 'circuity_avg': 1.1035084377479325, 'self_loop_proportion': 0.004081632653061225, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1035084377479325\n", - "7964\n", - "8013613.169306232\n", - "{'n': 248, 'm': 754, 'k_avg': 6.080645161290323, 'intersection_count': 230, 'streets_per_node_avg': 3.1330645161290325, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 162, 4: 67, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.07258064516129033, 2: 0.0, 3: 0.6532258064516129, 4: 0.2701612903225806, 5: 0.004032258064516129}, 'edge_length_total': 101332.8400000001, 'edge_length_avg': 134.39368700265265, 'street_length_total': 50666.41999999997, 'street_length_avg': 134.39368700265243, 'street_segments_count': 377, 'node_density_km': 30.947338580041574, 'intersection_density_km': 28.701160779877267, 'edge_density_km': 12645.087535311222, 'street_density_km': 6322.543767655601, 'circuity_avg': 1.0135742317305847, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0135742317305847\n", - "7965\n", - "6012288.5170884095\n", - "{'n': 163, 'm': 446, 'k_avg': 5.47239263803681, 'intersection_count': 135, 'streets_per_node_avg': 2.8098159509202456, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 112, 4: 21, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17177914110429449, 2: 0.0, 3: 0.6871165644171779, 4: 0.12883435582822086, 5: 0.012269938650306749}, 'edge_length_total': 67088.75199999995, 'edge_length_avg': 150.42321076233173, 'street_length_total': 33544.37599999997, 'street_length_avg': 150.4232107623317, 'street_segments_count': 223, 'node_density_km': 27.111140714008272, 'intersection_density_km': 22.454012247798264, 'edge_density_km': 11158.604882203697, 'street_density_km': 5579.302441101847, 'circuity_avg': 1.0540589290041158, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0540589290041158\n", - "7966\n", - "14025838.6300117\n", - "{'n': 466, 'm': 1262, 'k_avg': 5.416309012875536, 'intersection_count': 397, 'streets_per_node_avg': 2.815450643776824, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 346, 4: 50, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.148068669527897, 2: 0.0, 3: 0.7424892703862661, 4: 0.1072961373390558, 5: 0.002145922746781116}, 'edge_length_total': 185606.09200000027, 'edge_length_avg': 147.0729730586373, 'street_length_total': 93186.17100000012, 'street_length_avg': 147.446473101266, 'street_segments_count': 632, 'node_density_km': 33.224394796820164, 'intersection_density_km': 28.30490286338542, 'edge_density_km': 13233.154672323892, 'street_density_km': 6643.892993364803, 'circuity_avg': 1.0448954070203402, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0448954070203402\n", - "7967\n", - "7009781.406255164\n", - "{'n': 335, 'm': 894, 'k_avg': 5.3373134328358205, 'intersection_count': 266, 'streets_per_node_avg': 2.725373134328358, 'streets_per_node_counts': {0: 0, 1: 69, 2: 0, 3: 220, 4: 46}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20597014925373133, 2: 0.0, 3: 0.6567164179104478, 4: 0.1373134328358209}, 'edge_length_total': 104072.32999999996, 'edge_length_avg': 116.41200223713642, 'street_length_total': 52036.164999999964, 'street_length_avg': 116.41200223713639, 'street_segments_count': 447, 'node_density_km': 47.79036329165178, 'intersection_density_km': 37.94697503158022, 'edge_density_km': 14846.729729279608, 'street_density_km': 7423.364864639801, 'circuity_avg': 1.0322277020381014, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0322277020381014\n", - "7968\n", - "6010571.294985138\n", - "{'n': 312, 'm': 850, 'k_avg': 5.448717948717949, 'intersection_count': 263, 'streets_per_node_avg': 2.8205128205128207, 'streets_per_node_counts': {0: 0, 1: 49, 2: 0, 3: 222, 4: 40, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.15705128205128205, 2: 0.0, 3: 0.7115384615384616, 4: 0.1282051282051282, 5: 0.003205128205128205}, 'edge_length_total': 95753.51400000005, 'edge_length_avg': 112.65119294117653, 'street_length_total': 47876.75699999994, 'street_length_avg': 112.65119294117633, 'street_segments_count': 425, 'node_density_km': 51.90854324618263, 'intersection_density_km': 43.75623997995523, 'edge_density_km': 15930.850712958196, 'street_density_km': 7965.425356479083, 'circuity_avg': 1.0792730574956144, 'self_loop_proportion': 0.004705882352941176, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0792730574956144\n", - "7969\n", - "31066164.728870906\n", - "{'n': 1058, 'm': 2857, 'k_avg': 5.400756143667297, 'intersection_count': 849, 'streets_per_node_avg': 2.786389413988658, 'streets_per_node_counts': {0: 0, 1: 209, 2: 0, 3: 660, 4: 186, 5: 3}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19754253308128544, 2: 0.0, 3: 0.6238185255198487, 4: 0.17580340264650285, 5: 0.002835538752362949}, 'edge_length_total': 392104.53199999937, 'edge_length_avg': 137.24344837241838, 'street_length_total': 196295.923, 'street_length_avg': 137.17395038434663, 'street_segments_count': 1431, 'node_density_km': 34.05634423282262, 'intersection_density_km': 27.32876772558261, 'edge_density_km': 12621.594439548006, 'street_density_km': 6318.640382975087, 'circuity_avg': 1.0407296742068677, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0407296742068677\n", - "7970\n", - "11016764.359359883\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 207, 'm': 538, 'k_avg': 5.1980676328502415, 'intersection_count': 178, 'streets_per_node_avg': 2.821256038647343, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 157, 4: 21}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14009661835748793, 2: 0.0, 3: 0.7584541062801933, 4: 0.10144927536231885}, 'edge_length_total': 68591.33399999992, 'edge_length_avg': 127.4931858736058, 'street_length_total': 34295.667000000016, 'street_length_avg': 127.49318587360601, 'street_segments_count': 269, 'node_density_km': 18.789545936337657, 'intersection_density_km': 16.15719409018407, 'edge_density_km': 6226.087058104721, 'street_density_km': 3113.043529052366, 'circuity_avg': 1.03649350064046, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.03649350064046\n", - "7971\n", - "8014668.984181628\n", - "{'n': 243, 'm': 673, 'k_avg': 5.539094650205762, 'intersection_count': 227, 'streets_per_node_avg': 2.9794238683127574, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 200, 4: 27}, 'streets_per_node_proportion': {0: 0.0, 1: 0.06584362139917696, 2: 0.0, 3: 0.823045267489712, 4: 0.1111111111111111}, 'edge_length_total': 98554.02799999996, 'edge_length_avg': 146.43986329866266, 'street_length_total': 49623.76, 'street_length_avg': 145.5242228739003, 'street_segments_count': 341, 'node_density_km': 30.319405639784208, 'intersection_density_km': 28.323066173790185, 'edge_density_km': 12296.705976817488, 'street_density_km': 6191.616908688469, 'circuity_avg': 1.0323496425137328, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0323496425137328\n", - "7972\n", - "5007637.767016189\n", - "{'n': 235, 'm': 572, 'k_avg': 4.868085106382979, 'intersection_count': 165, 'streets_per_node_avg': 2.5148936170212766, 'streets_per_node_counts': {0: 0, 1: 70, 2: 0, 3: 139, 4: 26}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2978723404255319, 2: 0.0, 3: 0.5914893617021276, 4: 0.11063829787234042}, 'edge_length_total': 65906.95000000008, 'edge_length_avg': 115.22194055944071, 'street_length_total': 32953.47500000002, 'street_length_avg': 115.22194055944063, 'street_segments_count': 286, 'node_density_km': 46.92831449348726, 'intersection_density_km': 32.949667623086796, 'edge_density_km': 13161.285433644869, 'street_density_km': 6580.64271682243, 'circuity_avg': 1.07594641430583, 'self_loop_proportion': 0.0034965034965034965, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.07594641430583\n", - "7973\n", - "8008832.014423297\n", - "{'n': 215, 'm': 578, 'k_avg': 5.376744186046512, 'intersection_count': 177, 'streets_per_node_avg': 2.8465116279069766, 'streets_per_node_counts': {0: 0, 1: 38, 2: 0, 3: 136, 4: 39, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17674418604651163, 2: 0.0, 3: 0.6325581395348837, 4: 0.1813953488372093, 5: 0.009302325581395349}, 'edge_length_total': 81929.16400000016, 'edge_length_avg': 141.74595847750894, 'street_length_total': 41263.08800000002, 'street_length_avg': 141.7975532646049, 'street_segments_count': 291, 'node_density_km': 26.845362671211156, 'intersection_density_km': 22.100600896764533, 'edge_density_km': 10229.85172525182, 'street_density_km': 5152.197964158611, 'circuity_avg': 1.0402956187483907, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0402956187483907\n", - "7974\n", - "203324108.2603554\n", - "error with entry 7974\n", - "7975\n", - "7009547.702102193\n", - "{'n': 294, 'm': 834, 'k_avg': 5.673469387755102, 'intersection_count': 262, 'streets_per_node_avg': 3.0136054421768708, 'streets_per_node_counts': {0: 0, 1: 32, 2: 0, 3: 195, 4: 66, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.10884353741496598, 2: 0.0, 3: 0.6632653061224489, 4: 0.22448979591836735, 5: 0.003401360544217687}, 'edge_length_total': 115742.00400000004, 'edge_length_avg': 138.77938129496408, 'street_length_total': 58128.57399999997, 'street_length_avg': 138.0726223277909, 'street_segments_count': 421, 'node_density_km': 41.942791816913974, 'intersection_density_km': 37.37758998650157, 'edge_density_km': 16512.050266137503, 'street_density_km': 8292.771013251962, 'circuity_avg': 1.0228023710047869, 'self_loop_proportion': 0.001199040767386091, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0228023710047869\n", - "7976\n", - "8011569.230621606\n", - "{'n': 376, 'm': 1011, 'k_avg': 5.377659574468085, 'intersection_count': 320, 'streets_per_node_avg': 2.8324468085106385, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 273, 4: 45, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.14893617021276595, 2: 0.0, 3: 0.726063829787234, 4: 0.1196808510638298, 5: 0.005319148936170213}, 'edge_length_total': 131473.27400000003, 'edge_length_avg': 130.04280316518302, 'street_length_total': 66066.50100000005, 'street_length_avg': 129.7966620825148, 'street_segments_count': 509, 'node_density_km': 46.93212892211713, 'intersection_density_km': 39.94223738052522, 'edge_density_km': 16410.42724782136, 'street_density_km': 8246.387080758464, 'circuity_avg': 1.0573418851528293, 'self_loop_proportion': 0.0019782393669634025, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0573418851528293\n", - "7977\n", - "5004731.273462219\n", - "{'n': 165, 'm': 446, 'k_avg': 5.406060606060606, 'intersection_count': 137, 'streets_per_node_avg': 2.909090909090909, 'streets_per_node_counts': {0: 0, 1: 28, 2: 0, 3: 96, 4: 41}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1696969696969697, 2: 0.0, 3: 0.5818181818181818, 4: 0.24848484848484848}, 'edge_length_total': 79056.04000000001, 'edge_length_avg': 177.25569506726458, 'street_length_total': 39528.01999999998, 'street_length_avg': 177.2556950672645, 'street_segments_count': 223, 'node_density_km': 32.96880311534784, 'intersection_density_km': 27.3740971321373, 'edge_density_km': 15796.260714176145, 'street_density_km': 7898.130357088068, 'circuity_avg': 1.0363956736118116, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0363956736118116\n", - "7978\n", - "214203074.9513103\n", - "error with entry 7978\n", - "7979\n", - "11011104.787575442\n", - "{'n': 221, 'm': 576, 'k_avg': 5.212669683257919, 'intersection_count': 179, 'streets_per_node_avg': 2.723981900452489, 'streets_per_node_counts': {0: 0, 1: 42, 2: 0, 3: 156, 4: 23}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19004524886877827, 2: 0.0, 3: 0.7058823529411765, 4: 0.10407239819004525}, 'edge_length_total': 94580.07999999984, 'edge_length_avg': 164.2015277777775, 'street_length_total': 47290.04000000004, 'street_length_avg': 164.2015277777779, 'street_segments_count': 288, 'node_density_km': 20.07064724780105, 'intersection_density_km': 16.25631609663524, 'edge_density_km': 8589.517748184615, 'street_density_km': 4294.7588740923175, 'circuity_avg': 1.0571060666377718, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0571060666377718\n", - "7980\n", - "8008166.8562637875\n", - "{'n': 71, 'm': 146, 'k_avg': 4.112676056338028, 'intersection_count': 42, 'streets_per_node_avg': 2.267605633802817, 'streets_per_node_counts': {0: 0, 1: 29, 2: 0, 3: 36, 4: 6}, 'streets_per_node_proportion': {0: 0.0, 1: 0.4084507042253521, 2: 0.0, 3: 0.5070422535211268, 4: 0.08450704225352113}, 'edge_length_total': 32060.996, 'edge_length_avg': 219.59586301369862, 'street_length_total': 16030.497999999998, 'street_length_avg': 219.5958630136986, 'street_segments_count': 73, 'node_density_km': 8.865949133473109, 'intersection_density_km': 5.244645966279867, 'edge_density_km': 4003.5374606265464, 'street_density_km': 2001.768730313273, 'circuity_avg': 1.059082136521182, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.059082136521182\n", - "7981\n", - "116124983.91261789\n", - "{'n': 10542, 'm': 29625, 'k_avg': 5.620375640295959, 'intersection_count': 8945, 'streets_per_node_avg': 2.966420034149118, 'streets_per_node_counts': {0: 0, 1: 1597, 2: 6, 3: 6186, 4: 2669, 5: 76, 6: 7, 7: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1514892809713527, 2: 0.0005691519635742744, 3: 0.5867956744450769, 4: 0.2531777651299564, 5: 0.007209258205274142, 6: 0.0006640106241699867, 7: 9.485866059571239e-05}, 'edge_length_total': 2260462.4050000007, 'edge_length_avg': 76.30252843881858, 'street_length_total': 1176038.9450000008, 'street_length_avg': 75.45482773001416, 'street_segments_count': 15586, 'node_density_km': 90.78149804466435, 'intersection_density_km': 77.02907418037589, 'edge_density_km': 19465.771523386913, 'street_density_km': 10127.355073607161, 'circuity_avg': 1.0839317913968676, 'self_loop_proportion': 0.0031054852320675105, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0839317913968676\n", - "7982\n", - "12014399.040787261\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 372, 'm': 934, 'k_avg': 5.021505376344086, 'intersection_count': 295, 'streets_per_node_avg': 2.661290322580645, 'streets_per_node_counts': {0: 0, 1: 77, 2: 0, 3: 268, 4: 26, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.20698924731182797, 2: 0.0, 3: 0.7204301075268817, 4: 0.06989247311827956, 5: 0.002688172043010753}, 'edge_length_total': 144264.00399999984, 'edge_length_avg': 154.4582483940041, 'street_length_total': 72132.00200000002, 'street_length_avg': 154.45824839400433, 'street_segments_count': 467, 'node_density_km': 30.962847058526215, 'intersection_density_km': 24.553870651250627, 'edge_density_km': 12007.592182533896, 'street_density_km': 6003.796091266956, 'circuity_avg': 1.0622179110750896, 'self_loop_proportion': 0.010706638115631691, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0622179110750896\n", - "7983\n", - "8009315.285263084\n", - "{'n': 172, 'm': 432, 'k_avg': 5.023255813953488, 'intersection_count': 138, 'streets_per_node_avg': 2.6744186046511627, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 126, 4: 12}, 'streets_per_node_proportion': {0: 0.0, 1: 0.19767441860465115, 2: 0.0, 3: 0.7325581395348837, 4: 0.06976744186046512}, 'edge_length_total': 70439.2460000001, 'edge_length_avg': 163.05381018518543, 'street_length_total': 35219.622999999985, 'street_length_avg': 163.0538101851851, 'street_segments_count': 216, 'node_density_km': 21.47499428777329, 'intersection_density_km': 17.2299372773995, 'edge_density_km': 8794.665148168951, 'street_density_km': 4397.3325740844675, 'circuity_avg': 1.0435862629368629, 'self_loop_proportion': 0.004629629629629629, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0435862629368629\n", - "7984\n", - "8007949.156200668\n", - "{'n': 212, 'm': 561, 'k_avg': 5.2924528301886795, 'intersection_count': 175, 'streets_per_node_avg': 2.806603773584906, 'streets_per_node_counts': {0: 0, 1: 37, 2: 0, 3: 143, 4: 31, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17452830188679244, 2: 0.0, 3: 0.6745283018867925, 4: 0.14622641509433962, 5: 0.0047169811320754715}, 'edge_length_total': 110807.95400000001, 'edge_length_avg': 197.5186345811052, 'street_length_total': 55916.86, 'street_length_avg': 197.5860777385159, 'street_segments_count': 283, 'node_density_km': 26.473694558343368, 'intersection_density_km': 21.853285602406082, 'edge_density_km': 13837.244947315861, 'street_density_km': 6982.669208970037, 'circuity_avg': 1.0530892286196492, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0530892286196492\n", - "7985\n", - "44042294.94401009\n", - "{'n': 3006, 'm': 7703, 'k_avg': 5.125083166999334, 'intersection_count': 2309, 'streets_per_node_avg': 2.6487025948103793, 'streets_per_node_counts': {0: 0, 1: 697, 2: 1, 3: 1983, 4: 312, 5: 12, 6: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.23186959414504324, 2: 0.00033266799733865603, 3: 0.6596806387225549, 4: 0.10379241516966067, 5: 0.003992015968063872, 6: 0.00033266799733865603}, 'edge_length_total': 690175.1869999978, 'edge_length_avg': 89.59823276645434, 'street_length_total': 349819.41400000063, 'street_length_avg': 88.85430886461789, 'street_segments_count': 3937, 'node_density_km': 68.252574118162, 'intersection_density_km': 52.426877458029296, 'edge_density_km': 15670.736229285985, 'street_density_km': 7942.806214905869, 'circuity_avg': 1.0674804200590182, 'self_loop_proportion': 0.004154225626379333, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0674804200590182\n", - "7986\n", - "9028360.49217617\n", - "{'n': 181, 'm': 480, 'k_avg': 5.303867403314917, 'intersection_count': 151, 'streets_per_node_avg': 2.834254143646409, 'streets_per_node_counts': {0: 0, 1: 30, 2: 0, 3: 122, 4: 28, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.16574585635359115, 2: 0.0, 3: 0.6740331491712708, 4: 0.15469613259668508, 5: 0.0055248618784530384}, 'edge_length_total': 100546.71999999996, 'edge_length_avg': 209.47233333333324, 'street_length_total': 50273.359999999964, 'street_length_avg': 209.47233333333318, 'street_segments_count': 240, 'node_density_km': 20.0479367385531, 'intersection_density_km': 16.725074295699, 'edge_density_km': 11136.763988005587, 'street_density_km': 5568.3819940027915, 'circuity_avg': 1.0826223749210262, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0826223749210262\n", - "7987\n", - "7021868.024263282\n", - "{'n': 48, 'm': 118, 'k_avg': 4.916666666666667, 'intersection_count': 39, 'streets_per_node_avg': 2.6666666666666665, 'streets_per_node_counts': {0: 0, 1: 9, 2: 0, 3: 37, 4: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1875, 2: 0.0, 3: 0.7708333333333334, 4: 0.041666666666666664}, 'edge_length_total': 26639.443999999985, 'edge_length_avg': 225.75799999999987, 'street_length_total': 13319.722, 'street_length_avg': 225.758, 'street_segments_count': 59, 'node_density_km': 6.835787832260781, 'intersection_density_km': 5.554077613711885, 'edge_density_km': 3793.7830656956744, 'street_density_km': 1896.8915328478383, 'circuity_avg': 1.1037697304514282, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1037697304514282\n", - "7988\n", - "6018717.231894973\n", - "{'n': 89, 'm': 230, 'k_avg': 5.168539325842697, 'intersection_count': 73, 'streets_per_node_avg': 2.842696629213483, 'streets_per_node_counts': {0: 0, 1: 16, 2: 0, 3: 55, 4: 18}, 'streets_per_node_proportion': {0: 0.0, 1: 0.1797752808988764, 2: 0.0, 3: 0.6179775280898876, 4: 0.20224719101123595}, 'edge_length_total': 49133.37599999999, 'edge_length_avg': 213.62337391304342, 'street_length_total': 24566.68800000001, 'street_length_avg': 213.62337391304357, 'street_segments_count': 115, 'node_density_km': 14.78720407869679, 'intersection_density_km': 12.128830311740064, 'edge_density_km': 8163.429865026324, 'street_density_km': 4081.7149325131645, 'circuity_avg': 1.0527017417569704, 'self_loop_proportion': 0.008695652173913044, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0527017417569704\n", - "7989\n", - "11030080.897577247\n", - "{'n': 715, 'm': 1962, 'k_avg': 5.488111888111888, 'intersection_count': 584, 'streets_per_node_avg': 2.786013986013986, 'streets_per_node_counts': {0: 0, 1: 131, 2: 0, 3: 479, 4: 101, 5: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18321678321678322, 2: 0.0, 3: 0.66993006993007, 4: 0.14125874125874127, 5: 0.005594405594405594}, 'edge_length_total': 186578.11700000026, 'edge_length_avg': 95.0958802242611, 'street_length_total': 93804.30900000002, 'street_length_avg': 94.94363259109313, 'street_segments_count': 988, 'node_density_km': 64.82273399799357, 'intersection_density_km': 52.94612119556398, 'edge_density_km': 16915.38971767488, 'street_density_km': 8504.408070171463, 'circuity_avg': 1.0828181629577147, 'self_loop_proportion': 0.004077471967380225, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0828181629577147\n", - "7990\n", - "4010855.8806304084\n", - "{'n': 182, 'm': 528, 'k_avg': 5.802197802197802, 'intersection_count': 164, 'streets_per_node_avg': 3.0714285714285716, 'streets_per_node_counts': {0: 0, 1: 18, 2: 0, 3: 115, 4: 49}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0989010989010989, 2: 0.0, 3: 0.6318681318681318, 4: 0.2692307692307692}, 'edge_length_total': 66269.35800000004, 'edge_length_avg': 125.5101477272728, 'street_length_total': 33134.67900000001, 'street_length_avg': 125.51014772727277, 'street_segments_count': 264, 'node_density_km': 45.37684858708862, 'intersection_density_km': 40.88902839715678, 'edge_density_km': 16522.497933678962, 'street_density_km': 8261.24896683948, 'circuity_avg': 1.0453664338083652, 'self_loop_proportion': 0.003787878787878788, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0453664338083652\n", - "7991\n", - "4011287.498758001\n", - "{'n': 2, 'm': 2, 'k_avg': 2.0, 'intersection_count': 2, 'streets_per_node_avg': 3.0, 'streets_per_node_counts': {0: 0, 1: 0, 2: 0, 3: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.0, 2: 0.0, 3: 1.0}, 'edge_length_total': 2860.42, 'edge_length_avg': 1430.21, 'street_length_total': 1430.2099999999998, 'street_length_avg': 1430.2099999999998, 'street_segments_count': 1, 'node_density_km': 0.4985930329399855, 'intersection_density_km': 0.4985930329399855, 'edge_density_km': 713.0927416410967, 'street_density_km': 356.5463708205483, 'circuity_avg': 1.1358354520617575, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.1358354520617575\n", - "7992\n", - "10032508.249523783\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'n': 245, 'm': 643, 'k_avg': 5.248979591836735, 'intersection_count': 199, 'streets_per_node_avg': 2.7755102040816326, 'streets_per_node_counts': {0: 0, 1: 46, 2: 0, 3: 164, 4: 33, 5: 2}, 'streets_per_node_proportion': {0: 0.0, 1: 0.18775510204081633, 2: 0.0, 3: 0.6693877551020408, 4: 0.1346938775510204, 5: 0.00816326530612245}, 'edge_length_total': 108891.27499999997, 'edge_length_avg': 169.3487947122861, 'street_length_total': 54498.72799999999, 'street_length_avg': 169.25070807453412, 'street_segments_count': 322, 'node_density_km': 24.420612862354687, 'intersection_density_km': 19.83551820248401, 'edge_density_km': 10853.843554543675, 'street_density_km': 5432.21362440314, 'circuity_avg': 1.0942673558300497, 'self_loop_proportion': 0.003110419906687403, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0942673558300497\n", - "7993\n", - "10013573.400736034\n", - "{'n': 326, 'm': 863, 'k_avg': 5.294478527607362, 'intersection_count': 270, 'streets_per_node_avg': 2.776073619631902, 'streets_per_node_counts': {0: 0, 1: 56, 2: 0, 3: 232, 4: 37, 5: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17177914110429449, 2: 0.0, 3: 0.7116564417177914, 4: 0.11349693251533742, 5: 0.003067484662576687}, 'edge_length_total': 119889.40399999997, 'edge_length_avg': 138.92167323290843, 'street_length_total': 60103.314999999966, 'street_length_avg': 138.80673210161655, 'street_segments_count': 433, 'node_density_km': 32.555810693517046, 'intersection_density_km': 26.96340149463068, 'edge_density_km': 11972.689388903631, 'street_density_km': 6002.18449445651, 'circuity_avg': 1.0424314691933256, 'self_loop_proportion': 0.002317497103128621, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0424314691933256\n", - "7994\n", - "12022959.381822366\n", - "{'n': 1527, 'm': 4292, 'k_avg': 5.621480026195154, 'intersection_count': 1257, 'streets_per_node_avg': 2.8428290766208253, 'streets_per_node_counts': {0: 0, 1: 270, 2: 0, 3: 978, 4: 262, 5: 15, 6: 1, 7: 0, 8: 1}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17681728880157171, 2: 0.0, 3: 0.6404715127701375, 4: 0.17157825802226587, 5: 0.009823182711198428, 6: 0.0006548788474132286, 7: 0.0, 8: 0.0006548788474132286}, 'edge_length_total': 296305.8239999995, 'edge_length_avg': 69.03677166821983, 'street_length_total': 149203.31000000008, 'street_length_avg': 69.20376159554735, 'street_segments_count': 2156, 'node_density_km': 127.00699981642512, 'intersection_density_km': 104.54996645006312, 'edge_density_km': 24644.999171168063, 'street_density_km': 12409.865596450578, 'circuity_avg': 1.0817673795992064, 'self_loop_proportion': 0.002096924510717614, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0817673795992064\n", - "7995\n", - "9020388.677339839\n", - "{'n': 364, 'm': 1006, 'k_avg': 5.527472527472527, 'intersection_count': 302, 'streets_per_node_avg': 2.7884615384615383, 'streets_per_node_counts': {0: 0, 1: 62, 2: 0, 3: 255, 4: 47}, 'streets_per_node_proportion': {0: 0.0, 1: 0.17032967032967034, 2: 0.0, 3: 0.7005494505494505, 4: 0.12912087912087913}, 'edge_length_total': 115390.16399999996, 'edge_length_avg': 114.70195228628226, 'street_length_total': 57695.08200000003, 'street_length_avg': 114.70195228628236, 'street_segments_count': 503, 'node_density_km': 40.35302834726026, 'intersection_density_km': 33.47971033206758, 'edge_density_km': 12792.149887052223, 'street_density_km': 6396.074943526117, 'circuity_avg': 1.0715240459037, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0715240459037\n", - "7996\n", - "3005672.0531768748\n", - "{'n': 29, 'm': 66, 'k_avg': 4.551724137931035, 'intersection_count': 21, 'streets_per_node_avg': 2.586206896551724, 'streets_per_node_counts': {0: 0, 1: 8, 2: 0, 3: 17, 4: 4}, 'streets_per_node_proportion': {0: 0.0, 1: 0.27586206896551724, 2: 0.0, 3: 0.5862068965517241, 4: 0.13793103448275862}, 'edge_length_total': 11048.244, 'edge_length_avg': 167.39763636363637, 'street_length_total': 5524.121999999999, 'street_length_avg': 167.39763636363634, 'street_segments_count': 33, 'node_density_km': 9.648424540976839, 'intersection_density_km': 6.986790184845297, 'edge_density_km': 3675.7982256655214, 'street_density_km': 1837.8991128327605, 'circuity_avg': 1.0202859135895068, 'self_loop_proportion': 0.0, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.0202859135895068\n", - "7997\n", - "7022066.769928005\n", - "{'n': 161, 'm': 418, 'k_avg': 5.192546583850931, 'intersection_count': 127, 'streets_per_node_avg': 2.770186335403727, 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 96, 4: 31}, 'streets_per_node_proportion': {0: 0.0, 1: 0.2111801242236025, 2: 0.0, 3: 0.5962732919254659, 4: 0.19254658385093168}, 'edge_length_total': 69470.63200000007, 'edge_length_avg': 166.1976842105265, 'street_length_total': 34735.31599999998, 'street_length_avg': 166.1976842105262, 'street_segments_count': 209, 'node_density_km': 22.92772274531515, 'intersection_density_km': 18.08584340779518, 'edge_density_km': 9893.188754272174, 'street_density_km': 4946.594377136079, 'circuity_avg': 1.042989894128083, 'self_loop_proportion': 0.004784688995215311, 'clean_intersection_count': None, 'clean_intersection_density_km': None}\n", - "circuity_avg is: 1.042989894128083\n", - "Wall time: 6h 2min 4s\n" - ] - } - ], + "outputs": [], "source": [ "%%time\n", "\n", @@ -36069,7 +158,7 @@ " # print(\"print metrics_scalar\")\n", " # print(metrics_scalar)\n", "\n", - " # and concatinate it with the row's shape\n", + " # and concatenate it with the row's shape\n", " new_temp_gdf = pd.concat([temp_gdf.reset_index(drop=True), metrics_df], axis=1)\n", "\n", " # print(\"print new_temp_gdf\")\n", @@ -36096,7 +185,7 @@ " # metrics_scalar['intersection_density_km'] = 0\n", " # metrics_scalar['street_density_km'] = 0\n", " # metrics_df = pd.DataFrame(metrics_scalar)\n", - " # and concatinate it with the row's shape\n", + " # and concatenate it with the row's shape\n", " # new_temp_gdf = pd.concat([temp_gdf.reset_index(drop=True), metrics_df], axis=1)\n", " # output_new_temp_gdf = output_new_temp_gdf.append(new_temp_gdf, ignore_index=True)\n", " continue" @@ -36104,968 +193,34 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[10,\n", - " 48,\n", - " 53,\n", - " 108,\n", - " 183,\n", - " 209,\n", - " 245,\n", - " 268,\n", - " 278,\n", - " 319,\n", - " 349,\n", - 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IDPoplayerpathgeometrycircuity_avgintersection_density_kmstreet_density_km
020385213.978912NoneNonePOLYGON ((28.77793 55.91414, 28.82094 55.91414...1.08641841.4171107122.546241
123558086.003265NoneNonePOLYGON ((27.94342 55.81376, 27.95774 55.81376...1.08080939.0430147523.374671
2269112046.157654NoneNonePOLYGON ((27.02823 55.65336, 27.08535 55.65336...1.06020276.0722919604.515649
3275311929.881653NoneNonePOLYGON ((27.60467 55.63333, 27.64749 55.63333...1.08769565.8883909320.870690
43060115285.056396NoneNonePOLYGON ((28.66157 55.57325, 28.67583 55.57325...1.075947110.61916111596.405008
...........................
7299326807.33075027_urban_clusters_ghs_pop_russiaC:/repos/GOST_Urban/Notebooks/Implementations/...POLYGON ((105.12725 54.81515, 105.18361 54.815...1.04243126.9634016002.184494
73002820279.13961827_urban_clusters_ghs_pop_russiaC:/repos/GOST_Urban/Notebooks/Implementations/...POLYGON ((109.32656 55.65336, 109.36940 55.653...1.081767104.54996612409.865596
7301188344.21231127_urban_clusters_ghs_pop_russiaC:/repos/GOST_Urban/Notebooks/Implementations/...POLYGON ((107.47868 56.19569, 107.49308 56.195...1.07152433.4797106396.074944
7302155386.85284427_urban_clusters_ghs_pop_russiaC:/repos/GOST_Urban/Notebooks/Implementations/...POLYGON ((116.09091 56.33675, 116.10535 56.336...1.0202866.9867901837.899113
7303555909.18423526_urban_clusters_ghs_pop_russiaC:/repos/GOST_Urban/Notebooks/Implementations/...POLYGON ((129.66321 61.92831, 129.67924 61.928...1.04299018.0858434946.594377
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7304 rows × 8 columns

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" - ], - "text/plain": [ - " ID Pop layer \\\n", - "0 2038 5213.978912 None \n", - "1 2355 8086.003265 None \n", - "2 2691 12046.157654 None \n", - "3 2753 11929.881653 None \n", - "4 3060 115285.056396 None \n", - "... ... ... ... \n", - "7299 32 6807.330750 27_urban_clusters_ghs_pop_russia \n", - "7300 28 20279.139618 27_urban_clusters_ghs_pop_russia \n", - "7301 18 8344.212311 27_urban_clusters_ghs_pop_russia \n", - "7302 15 5386.852844 27_urban_clusters_ghs_pop_russia \n", - "7303 55 5909.184235 26_urban_clusters_ghs_pop_russia \n", - "\n", - " path \\\n", - "0 None \n", - "1 None \n", - "2 None \n", - "3 None \n", - "4 None \n", - "... ... \n", - "7299 C:/repos/GOST_Urban/Notebooks/Implementations/... \n", - "7300 C:/repos/GOST_Urban/Notebooks/Implementations/... \n", - "7301 C:/repos/GOST_Urban/Notebooks/Implementations/... \n", - "7302 C:/repos/GOST_Urban/Notebooks/Implementations/... \n", - "7303 C:/repos/GOST_Urban/Notebooks/Implementations/... \n", - "\n", - " geometry circuity_avg \\\n", - "0 POLYGON ((28.77793 55.91414, 28.82094 55.91414... 1.086418 \n", - "1 POLYGON ((27.94342 55.81376, 27.95774 55.81376... 1.080809 \n", - "2 POLYGON ((27.02823 55.65336, 27.08535 55.65336... 1.060202 \n", - "3 POLYGON ((27.60467 55.63333, 27.64749 55.63333... 1.087695 \n", - "4 POLYGON ((28.66157 55.57325, 28.67583 55.57325... 1.075947 \n", - "... ... ... \n", - "7299 POLYGON ((105.12725 54.81515, 105.18361 54.815... 1.042431 \n", - "7300 POLYGON ((109.32656 55.65336, 109.36940 55.653... 1.081767 \n", - "7301 POLYGON ((107.47868 56.19569, 107.49308 56.195... 1.071524 \n", - "7302 POLYGON ((116.09091 56.33675, 116.10535 56.336... 1.020286 \n", - "7303 POLYGON ((129.66321 61.92831, 129.67924 61.928... 1.042990 \n", - "\n", - " intersection_density_km street_density_km \n", - "0 41.417110 7122.546241 \n", - "1 39.043014 7523.374671 \n", - "2 76.072291 9604.515649 \n", - "3 65.888390 9320.870690 \n", - "4 110.619161 11596.405008 \n", - "... ... ... \n", - "7299 26.963401 6002.184494 \n", - "7300 104.549966 12409.865596 \n", - "7301 33.479710 6396.074944 \n", - "7302 6.986790 1837.899113 \n", - "7303 18.085843 4946.594377 \n", - "\n", - "[7304 rows x 8 columns]" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "output_new_temp_gdf" ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -37080,7 +235,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -37095,39 +250,17 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "total time to process: 21725.62296462059\n" - ] - } - ], + "outputs": [], "source": [ "print(f\"total time to process: {time.time()-start_time}\")" ] } ], "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.7" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/POV_EEAPV_COG_urban_assessment/Summarize_Urban.ipynb b/notebooks/Implementations/POV_EEAPV_COG_urban_assessment/Summarize_Urban.ipynb index f7437b9..8409ece 100644 --- a/notebooks/Implementations/POV_EEAPV_COG_urban_assessment/Summarize_Urban.ipynb +++ b/notebooks/Implementations/POV_EEAPV_COG_urban_assessment/Summarize_Urban.ipynb @@ -2,18 +2,9 @@ "cells": [ { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], + "outputs": [], "source": [ "import sys\n", "import os\n", @@ -36,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -50,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -74,7 +65,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -96,327 +87,16 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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TOTALPOP_cog_cpo20_WB_SUMTOTALPOP_cog_cpo20_WB_MINTOTALPOP_cog_cpo20_WB_MAXTOTALPOP_cog_cpo20_WB_MEAN_cog_cpo20_WB_urban_SUM_cog_cpo20_WB_urban_MIN_cog_cpo20_WB_urban_MAX_cog_cpo20_WB_urban_MEAN_cog_cpo20_WB_urban_hd_SUM_cog_cpo20_WB_urban_hd_MIN_cog_cpo20_WB_urban_hd_MAX_cog_cpo20_WB_urban_hd_MEAN
03.796861e+050.01689.8568121.8890702.142266e+050.01689.8568121.0658521.077190e+050.01689.8568120.535939
12.514311e+050.01524.9638670.3491291.080901e+050.01514.8253170.1497460.000000e+000.00.0000000.000000
26.659271e+040.0629.6030880.1712502.065966e+040.0472.8778380.0524440.000000e+000.00.0000000.000000
36.514770e+050.01624.2409673.0284355.152508e+050.01624.2409672.3556374.636449e+050.01624.2409672.119704
43.346229e+050.03714.0778810.3134681.000306e+050.01617.7888180.0933680.000000e+000.00.0000000.000000
51.313345e+050.01718.9865720.3888353.210180e+040.0552.9644780.0949520.000000e+000.00.0000000.000000
63.166168e+050.01018.5527950.7688421.517391e+05-0.01018.5527950.3376871.296560e+05-0.01018.5527950.288542
72.378152e+050.01636.2829590.3727767.083486e+040.0949.1012570.1107440.000000e+000.00.0000000.000000
82.943128e+050.0792.9912110.6323117.281830e+040.0792.9912110.1564430.000000e+000.00.0000000.000000
91.595518e+050.01515.8521730.1716758.120955e+040.01515.8521730.0873510.000000e+000.00.0000000.000000
101.758304e+060.03493.39404318.1024001.672318e+060.03493.39404317.1943071.586674e+060.03493.39404316.313736
118.714761e+050.02209.522705671.9168098.709478e+050.02209.522705668.9306648.669814e+050.02209.522705665.884338
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" - ], - "text/plain": [ - " TOTALPOP_cog_cpo20_WB_SUM TOTALPOP_cog_cpo20_WB_MIN \\\n", - "0 3.796861e+05 0.0 \n", - "1 2.514311e+05 0.0 \n", - "2 6.659271e+04 0.0 \n", - "3 6.514770e+05 0.0 \n", - "4 3.346229e+05 0.0 \n", - "5 1.313345e+05 0.0 \n", - "6 3.166168e+05 0.0 \n", - "7 2.378152e+05 0.0 \n", - "8 2.943128e+05 0.0 \n", - "9 1.595518e+05 0.0 \n", - "10 1.758304e+06 0.0 \n", - "11 8.714761e+05 0.0 \n", - "\n", - " TOTALPOP_cog_cpo20_WB_MAX TOTALPOP_cog_cpo20_WB_MEAN \\\n", - "0 1689.856812 1.889070 \n", - "1 1524.963867 0.349129 \n", - "2 629.603088 0.171250 \n", - "3 1624.240967 3.028435 \n", - "4 3714.077881 0.313468 \n", - "5 1718.986572 0.388835 \n", - "6 1018.552795 0.768842 \n", - "7 1636.282959 0.372776 \n", - "8 792.991211 0.632311 \n", - "9 1515.852173 0.171675 \n", - "10 3493.394043 18.102400 \n", - "11 2209.522705 671.916809 \n", - "\n", - " _cog_cpo20_WB_urban_SUM _cog_cpo20_WB_urban_MIN _cog_cpo20_WB_urban_MAX \\\n", - "0 2.142266e+05 0.0 1689.856812 \n", - "1 1.080901e+05 0.0 1514.825317 \n", - "2 2.065966e+04 0.0 472.877838 \n", - "3 5.152508e+05 0.0 1624.240967 \n", - "4 1.000306e+05 0.0 1617.788818 \n", - "5 3.210180e+04 0.0 552.964478 \n", - "6 1.517391e+05 -0.0 1018.552795 \n", - "7 7.083486e+04 0.0 949.101257 \n", - "8 7.281830e+04 0.0 792.991211 \n", - "9 8.120955e+04 0.0 1515.852173 \n", - "10 1.672318e+06 0.0 3493.394043 \n", - "11 8.709478e+05 0.0 2209.522705 \n", - "\n", - " _cog_cpo20_WB_urban_MEAN _cog_cpo20_WB_urban_hd_SUM \\\n", - "0 1.065852 1.077190e+05 \n", - "1 0.149746 0.000000e+00 \n", - "2 0.052444 0.000000e+00 \n", - "3 2.355637 4.636449e+05 \n", - "4 0.093368 0.000000e+00 \n", - "5 0.094952 0.000000e+00 \n", - "6 0.337687 1.296560e+05 \n", - "7 0.110744 0.000000e+00 \n", - "8 0.156443 0.000000e+00 \n", - "9 0.087351 0.000000e+00 \n", - "10 17.194307 1.586674e+06 \n", - "11 668.930664 8.669814e+05 \n", - "\n", - " _cog_cpo20_WB_urban_hd_MIN _cog_cpo20_WB_urban_hd_MAX \\\n", - "0 0.0 1689.856812 \n", - "1 0.0 0.000000 \n", - "2 0.0 0.000000 \n", - "3 0.0 1624.240967 \n", - "4 0.0 0.000000 \n", - "5 0.0 0.000000 \n", - "6 -0.0 1018.552795 \n", - "7 0.0 0.000000 \n", - "8 0.0 0.000000 \n", - "9 0.0 0.000000 \n", - "10 0.0 3493.394043 \n", - "11 0.0 2209.522705 \n", - "\n", - " _cog_cpo20_WB_urban_hd_MEAN \n", - "0 0.535939 \n", - "1 0.000000 \n", - "2 0.000000 \n", - "3 2.119704 \n", - "4 0.000000 \n", - "5 0.000000 \n", - "6 0.288542 \n", - "7 0.000000 \n", - "8 0.000000 \n", - "9 0.000000 \n", - "10 16.313736 \n", - "11 665.884338 " - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "cpo20WB_pop_res" ] }, { "cell_type": "code", - "execution_count": 43, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -445,10 +125,8 @@ }, { "cell_type": "code", - "execution_count": 28, - "metadata": { - "scrolled": true - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "source_folder = os.path.join(pop_urban_folder, \"FINAL_STANDARD\")\n", @@ -461,40 +139,18 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "3985974.5" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "com1_pop[com1_pop > 0].sum()" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "5451225.0" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "com2_pop[com1_pop > 0].sum()" ] @@ -508,22 +164,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Earth Engine", - "language": "python", - "name": "ee" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.4" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/README.md b/notebooks/Implementations/README.md index 2942e71..3931045 100644 --- a/notebooks/Implementations/README.md +++ b/notebooks/Implementations/README.md @@ -1,2 +1,3 @@ # Implementations + The primary role of the GOST team in the World Bank Group is to support operational teams in their exploitation of geospatial data. This happens in many different ways, and the notebooks herein present examples of the specific support the team has provided to various investigations of urbanization. diff --git a/notebooks/Implementations/Slum_Mapping/Imagery_Search.ipynb b/notebooks/Implementations/Slum_Mapping/Imagery_Search.ipynb index aa82e3c..e11bc54 100644 --- a/notebooks/Implementations/Slum_Mapping/Imagery_Search.ipynb +++ b/notebooks/Implementations/Slum_Mapping/Imagery_Search.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -17,7 +17,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -36,51 +36,16 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['/home/wb411133/projects/URB_slum_mapping/data/boundary/Ahmedabad/Ahmedabad.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Bobo/combined_wards.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Cape Town/capetw.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Durban/Durban1.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Freetown/Sequencing_Maps_APP.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/KAYA/combined_wards.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/kigali/Kigali.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Lagos_state/lagos.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Lusaka/Lusaka.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Ouagadougou/combined_wards.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/PCMC/combined_wards.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/monrovia/greater_monrovia.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Burkina_Faso/banfora/Banfora.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Burkina_Faso/Bobo/combined_wards.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Burkina_Faso/dedougou/dedougou.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Burkina_Faso/fada/fada.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Burkina_Faso/gaoua/gaoua.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Burkina_Faso/KAYA/combined_wards.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Burkina_Faso/manga/manga.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Burkina_Faso/ohahigouya/ohahigouya.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Burkina_Faso/Ouagadougou/combined_wards.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Burkina_Faso/tenkodogo/tenkodogo.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Mumbai/MS/combined_wards.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/Mumbai/MD/combined_wards.shp',\n", - " '/home/wb411133/projects/URB_slum_mapping/data/boundary/delhi_combined_shapefile/delhi_combined_shapefile.shp']" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "in_shps" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -96,75 +61,9 @@ }, { "cell_type": "code", - "execution_count": 14, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "I:/wbimgrepository/IND/20050903/IND_ts5e5w5f3cck_1_0.6_20050903.zip\n", - "I:/wbimgrepository/IND/20050903/IND_ts5e4cdfen4f_4_2.4_20050903.zip\n", - "I:/wbimgrepository/IND/20150914/IND_ts5ek8735vr0_1_0.5_20150914.zip\n", - "I:/wbimgrepository/IND/20190403/IND_ts5e4cdfeprj_1_0.5_20190403.zip\n", - "I:/wbimgrepository/IND/20150327/IND_ts5e4cdfeprj_4_2.0_20150327.zip\n", - 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"outputs": [ - { - "data": { - "text/plain": [ - "dict_keys(['/home/wb411133/projects/URB_slum_mapping/data/boundary/Ahmedabad/Ahmedabad.shp', '/home/wb411133/projects/URB_slum_mapping/data/boundary/Freetown/Sequencing_Maps_APP.shp', '/home/wb411133/projects/URB_slum_mapping/data/boundary/kigali/Kigali.shp', '/home/wb411133/projects/URB_slum_mapping/data/boundary/Lagos_state/lagos.shp', '/home/wb411133/projects/URB_slum_mapping/data/boundary/monrovia/greater_monrovia.shp'])" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "good_res.keys()" ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "73.86456565652043" - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "all_size / 1024 / 1024 / 1024" ] @@ -223,22 +100,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Earth Engine", - "language": "python", - "name": "ee" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.4" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/Slum_Mapping/slumML/README.md b/notebooks/Implementations/Slum_Mapping/slumML/README.md index cdd940b..68f58e9 100644 --- a/notebooks/Implementations/Slum_Mapping/slumML/README.md +++ b/notebooks/Implementations/Slum_Mapping/slumML/README.md @@ -3,6 +3,7 @@ ## 1. slumML main component ### 1.1. Sample data preparation + (1) 5–10 sample areas per area character of interest (e.g., slum, commercial, middle-class resident, etc). If you’d like to cluster your target city into four classes (slum, Commercial, Middle-income neighborhoods, and rich neighborhoods), we need 20–40 sample area data in total. If you have a colleague who can map these sample areas in GIS, please provide a shapefile of the sample areas to me. If not, just draw lines on a paper map, scan it as a high-resolution PDF, and send it to me. I will digitize the sample areas. (2) In relation to (1), we need to have local staff who can verify an ML-predicted result to adjust the model. @@ -11,17 +12,21 @@ The below image show examples of the sample areas gathered for the Niamey study: ![Sample areas](https://user-images.githubusercontent.com/64405484/149363357-ac2fe7d9-4aca-4345-88a1-c5d2f9e304a5.png) ### 1.2. Actual slumML analysis - STEP1 and STEP2 + The original codes were developed by Alex Chunet. Perform STEP 1 to generate morphological indices of the target building footprint layer. Then run STEP 2 to perform an automated supervised ML analysis. ## 2. Auxiliary materials + ### 2.1. GOB2FC (Google Open Building layer to ESRI feature class) + This script is to convert the CSV file(s) of [Google Open Buildings](https://sites.research.google/open-buildings/) to a Feature Class. ![Layout2](https://user-images.githubusercontent.com/64405484/137813865-0abd8f0c-ff15-4980-9251-042a8f9dc66b.png) An example map rendered in ArcGIS Pro (Cairo Metropolitan Area) #### 2.2.1. How to use + This script uses ArcPy modules, so your environment should have ArcPy library. Simply, load the script to your Tool Box on your ArcGIS Pro project and run it. The target Open Buildings CSV file must be stored in the folder where the script is located. If you want to test the script with a small chunk of a full CSV, modify the code: @@ -32,6 +37,7 @@ df_test.reset_index(inplace=True, drop=True) for i, r in df_conf.iterrows(): ``` + For example, iloc[0:100] will retirieve the first 100 records from the original data. df_conf should be replaced by df_test. #### 2.2.2. NOTE diff --git a/notebooks/Implementations/Slum_Mapping/slumML/STEP1.ipynb b/notebooks/Implementations/Slum_Mapping/slumML/STEP1.ipynb index b56f15e..8bed066 100644 --- a/notebooks/Implementations/Slum_Mapping/slumML/STEP1.ipynb +++ b/notebooks/Implementations/Slum_Mapping/slumML/STEP1.ipynb @@ -20,20 +20,8 @@ }, { "cell_type": "code", - "execution_count": 1, - "metadata": { - "executionInfo": { - "elapsed": 343, - "status": "ok", - "timestamp": 1649162226834, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "q42KpdZ3CHcc" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "import sys\n", @@ -43,20 +31,8 @@ }, { "cell_type": "code", - "execution_count": 2, - "metadata": { - "executionInfo": { - "elapsed": 35924, - "status": "ok", - "timestamp": 1649162263940, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "kD_wjFLZDDqi" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# -*- coding: utf-8 -*-\n", @@ -83,20 +59,8 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": { - "executionInfo": { - "elapsed": 282, - "status": "ok", - "timestamp": 1649162272100, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "E0K1hsfADnHC" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "f = \"/content/drive/MyDrive/Colab Notebooks/slumML/data/Bambari/Bambari_DA_shape.shp\" # Input shapefile path\n", @@ -105,20 +69,8 @@ }, { "cell_type": "code", - "execution_count": 4, - "metadata": { - "executionInfo": { - "elapsed": 2, - "status": "ok", - "timestamp": 1649162274384, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "HQkkty3zDiwu" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# Spatial reference setting\n", @@ -147,26 +99,16 @@ }, { "cell_type": "code", - "execution_count": 5, - "metadata": { - "executionInfo": { - "elapsed": 27127, - "status": "ok", - "timestamp": 1649162303460, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "gKQaWpAkERnc" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# Prepare the original shape file\n", "original = gpd.read_file(f) # Read ESEI shapefile\n", "if original.crs != WGS:\n", - " original = original.to_crs(WGS) # Convert the spatial referenct to WGS if it is not\n", + " original = original.to_crs(\n", + " WGS\n", + " ) # Convert the spatial referenced to WGS if it is not\n", "\n", "original[\"PID\"] = original.index + 1\n", "\n", @@ -175,7 +117,7 @@ "fil = original.copy()\n", "\n", "fil = fil.to_crs(UTM) # Convert the spatial reference to UTM\n", - "# Adding attributes to the shapefile: area, geomerty, and PID (unique IDs)\n", + "# Adding attributes to the shapefile: area, geometry, and PID (unique IDs)\n", "fil[\"area\"] = fil.area\n", "fil[\"centroid\"] = fil[\"geometry\"].centroid\n", "\n", @@ -204,28 +146,16 @@ }, { "cell_type": "code", - "execution_count": 6, - "metadata": { - "executionInfo": { - "elapsed": 243, - "status": "ok", - "timestamp": 1649162306665, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "yAP7uTfxEl6W" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "def Main(passed_dict):\n", " # unpack passed dict into local variables for this thread.\n", " short = passed_dict[\"df\"]\n", - " thread_no = passed_dict[\"thread_no\"]\n", + " # thread_no = passed_dict[\"thread_no\"]\n", " print_thresh = passed_dict[\"print_thresh\"]\n", - " save_thresh = passed_dict[\"save_thresh\"]\n", + " # save_thresh = passed_dict[\"save_thresh\"]\n", "\n", " # set up some counters / timings\n", " t = time.time()\n", @@ -334,8 +264,8 @@ " print(\"%s rows completed at %s\" % (counter, time.ctime()))\n", "\n", " \"\"\"\n", - " # this functionality saves progress in case the process cannot be finished in one sitting. \n", - " # ideally, finish the processing in one sitting. \n", + " # this functionality saves progress in case the process cannot be finished in one sitting.\n", + " # ideally, finish the processing in one sitting.\n", " old = 0\n", " if counter % save_thresh == 0:\n", " saver = pd.DataFrame(bundle)\n", @@ -377,35 +307,9 @@ }, { "cell_type": "code", - "execution_count": 7, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 44491, - "status": "ok", - "timestamp": 1649162355336, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "Auvs_07qFGcw", - "outputId": "97a8ee7e-8b4d-4230-a13f-ba8ceeda67a6" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10000 rows completed at Tue Apr 5 12:38:46 2022\n", - "20000 rows completed at Tue Apr 5 12:39:00 2022\n", - "30000 rows completed at Tue Apr 5 12:39:14 2022\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "d = {}\n", "\n", @@ -436,20 +340,8 @@ }, { "cell_type": "code", - "execution_count": 8, - "metadata": { - "executionInfo": { - "elapsed": 28874, - "status": "ok", - "timestamp": 1649162510022, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "zO0O_WyhFMbY" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "### Final data output----------------------------------------------------------------\n", @@ -464,18 +356,6 @@ } ], "metadata": { - "accelerator": "GPU", - "colab": { - "authorship_tag": "ABX9TyPFrE7NgvLX3bil/AKToTSa", - "collapsed_sections": [], - "mount_file_id": "1i8cjeXnEH4KWK49QPqea_3tfmAHKbLBO", - "name": "STEP1.ipynb", - "provenance": [] - }, - "kernelspec": { - "display_name": "Python 3", - "name": "python3" - }, "language_info": { "name": "python" } diff --git a/notebooks/Implementations/Slum_Mapping/slumML/STEP1.py b/notebooks/Implementations/Slum_Mapping/slumML/STEP1.py index d93f560..dd8c81b 100644 --- a/notebooks/Implementations/Slum_Mapping/slumML/STEP1.py +++ b/notebooks/Implementations/Slum_Mapping/slumML/STEP1.py @@ -47,11 +47,33 @@ ### def Main(passed_dict): + """ + This function will calculate the nearest neighbours and their attributes for each building in the passed DataFrame. + + Parameters + ---------- + passed_dict : dict + a dictionary containing the following elements: + df : DataFrame + a DataFrame of building footprints, with a unique identifier, a centroid, and an area + thread_no : int + an integer representing the thread number + print_thresh : int + an integer representing the number of rows to process before printing progress + save_thresh : int + an integer representing the number of rows to process before saving progress + + Returns + ------- + list + a list of dictionaries, each containing the attributes of the nearest neighbours for each building in the passed DataFrame + + """ # unpack passed dict into local variables for this thread. short = passed_dict["df"] - thread_no = passed_dict["thread_no"] + # thread_no = passed_dict["thread_no"] print_thresh = passed_dict["print_thresh"] - save_thresh = passed_dict["save_thresh"] + # save_thresh = passed_dict["save_thresh"] # set up some counters / timings t = time.time() diff --git a/notebooks/Implementations/Slum_Mapping/slumML/STEP2.ipynb b/notebooks/Implementations/Slum_Mapping/slumML/STEP2.ipynb index 917264d..24b7226 100644 --- a/notebooks/Implementations/Slum_Mapping/slumML/STEP2.ipynb +++ b/notebooks/Implementations/Slum_Mapping/slumML/STEP2.ipynb @@ -11,33 +11,9 @@ }, { "cell_type": "code", - "execution_count": 1, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 10476, - "status": "ok", - "timestamp": 1652081221317, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "BaLbga1UeeID", - "outputId": "ddc2866d-511e-4f78-ad37-5e91d75a9e05" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "from google.colab import drive\n", "\n", @@ -59,9 +35,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "id": "5sJCm-ZyD_a3" - }, + "metadata": {}, "outputs": [], "source": [ "!pip install --target /content/drive/MyDrive/Colab\\ Notebooks/modules geopandas pyproj h2o" @@ -78,20 +52,8 @@ }, { "cell_type": "code", - "execution_count": 2, - "metadata": { - "executionInfo": { - "elapsed": 209, - "status": "ok", - "timestamp": 1652081234256, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "noTOcSfdEmLJ" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "import sys\n", @@ -101,20 +63,8 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": { - "executionInfo": { - "elapsed": 53111, - "status": "ok", - "timestamp": 1652081288302, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "R_-1zemWBe3V" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# -*- coding: utf-8 -*-\n", @@ -144,43 +94,19 @@ }, { "cell_type": "code", - "execution_count": 4, - "metadata": { - "executionInfo": { - "elapsed": 191, - "status": "ok", - "timestamp": 1652081337297, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "x0Rl8cyiTiDT" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ - "pth = \"/content/drive/MyDrive/Colab Notebooks/slumML/data/Yaounde/\" # Directory to save model, ouputs\n", + "pth = \"/content/drive/MyDrive/Colab Notebooks/slumML/data/Yaounde/\" # Directory to save model, outputs\n", "building_file = \"/content/drive/MyDrive/Colab Notebooks/slumML/data/Yaounde/Yaounde_DA_morphology.shp\" # Specify the processed building footprint data\n", "sample_file = \"/content/drive/MyDrive/Colab Notebooks/slumML/data/Yaounde/Yaounde_sample_data.shp\" # Specify the sample data" ] }, { "cell_type": "code", - "execution_count": 5, - "metadata": { - "executionInfo": { - "elapsed": 128736, - "status": "ok", - "timestamp": 1652081468022, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "d5A4MLXLB7Ad" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# Read a Building Footprint layer processed at STEP-1\n", @@ -206,20 +132,8 @@ }, { "cell_type": "code", - "execution_count": 6, - "metadata": { - "executionInfo": { - "elapsed": 204, - "status": "ok", - "timestamp": 1652081494317, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "S9tRIOowjSIH" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# Urban classes to be used in the sample layer and for classification\n", @@ -242,20 +156,8 @@ }, { "cell_type": "code", - "execution_count": 7, - "metadata": { - "executionInfo": { - "elapsed": 192, - "status": "ok", - "timestamp": 1652081504301, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "Tn-1WOeK0dY8" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# Here, adjust your prediction and response variables. Modify the code below to satisfy your needs.\n", @@ -268,9 +170,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "id": "6zGujLDrGMWJ" - }, + "metadata": {}, "outputs": [], "source": [ "### OPTIONAL ###\n", @@ -280,20 +180,8 @@ }, { "cell_type": "code", - "execution_count": 11, - "metadata": { - "executionInfo": { - "elapsed": 91882, - "status": "ok", - "timestamp": 1652081629044, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "HcEecyh9R3DP" - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "### Generate a training data by intersecting 'building_df' and 'sample_area'\n", @@ -344,103 +232,9 @@ }, { "cell_type": "code", - "execution_count": 12, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 575 - }, - "executionInfo": { - "elapsed": 15589, - "status": "ok", - "timestamp": 1652081655900, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "ekizevAsSxFQ", - "outputId": "79207c6e-d35a-4b71-bd9e-e42de8ed0218" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Checking whether there is an H2O instance running at http://localhost:54321 ..... not found.\n", - "Attempting to start a local H2O server...\n", - " Java Version: openjdk version \"11.0.15\" 2022-04-19; OpenJDK Runtime Environment (build 11.0.15+10-Ubuntu-0ubuntu0.18.04.1); OpenJDK 64-Bit Server VM (build 11.0.15+10-Ubuntu-0ubuntu0.18.04.1, mixed mode, sharing)\n", - " Starting server from /content/drive/MyDrive/Colab Notebooks/modules/h2o/backend/bin/h2o.jar\n", - " Ice root: /tmp/tmps3fyhcp5\n", - " JVM stdout: /tmp/tmps3fyhcp5/h2o_unknownUser_started_from_python.out\n", - " JVM stderr: /tmp/tmps3fyhcp5/h2o_unknownUser_started_from_python.err\n", - " Server is running at http://127.0.0.1:54321\n", - "Connecting to H2O server at http://127.0.0.1:54321 ... successful.\n", - "Warning: Your H2O cluster version is too old (3 months and 13 days)!Please download and install the latest version from http://h2o.ai/download/\n" - ] - }, - { - "data": { - "text/html": [ - "
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"output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "h2o.init()" ] @@ -457,43 +251,9 @@ }, { "cell_type": "code", - "execution_count": 13, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 2286285, - "status": "ok", - "timestamp": 1652083949200, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "74Z9NlvxSUBm", - "outputId": "ebb4410d-e186-4f06-a6d8-38bb4a581833" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Parse progress: |████████████████████████████████████████████████████████████████| (done) 100%\n", - "AutoML progress: |███████████████████████████████████████████████████████████████| (done) 100%\n", - "** Model validation with 'valid' hf **\n", - "stackedensemble prediction progress: |███████████████████████████████████████████| (done) 100%\n", - "\n", - "ModelMetricsMultinomialGLM: stackedensemble\n", - "** Reported on test data. **\n", - "\n", - "MSE: 0.01759988910980335\n", - "RMSE: 0.13266457368040405\n", - "\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# Convert the training data to an h2o frame.\n", "# NOTE that this process will be inefficien if the original data has many NaNs.\n", @@ -550,50 +310,9 @@ }, { "cell_type": "code", - "execution_count": 14, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 334981, - "status": "ok", - "timestamp": 1652084321443, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "HuWvDj9YT2dY", - "outputId": "99160640-2aaa-4242-aaf3-db2347dd4db8" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Processing Chunk No. 1 ----> row 0–100000\n", - "Parse progress: |████████████████████████████████████████████████████████████████| (done) 100%\n", - "stackedensemble prediction progress: |███████████████████████████████████████████| (done) 100%\n", - "Processing Chunk No. 2 ----> row 100000–200000\n", - "Parse progress: |████████████████████████████████████████████████████████████████| (done) 100%\n", - "stackedensemble prediction progress: |███████████████████████████████████████████| (done) 100%\n", - "Processing Chunk No. 3 ----> row 200000–300000\n", - "Parse progress: |████████████████████████████████████████████████████████████████| (done) 100%\n", - "stackedensemble prediction progress: |███████████████████████████████████████████| (done) 100%\n", - "Processing Chunk No. 4 ----> row 300000–400000\n", - "Parse progress: |████████████████████████████████████████████████████████████████| (done) 100%\n", - "stackedensemble prediction progress: |███████████████████████████████████████████| (done) 100%\n", - "Processing Chunk No. 5 ----> row 400000–500000\n", - "Parse progress: |████████████████████████████████████████████████████████████████| (done) 100%\n", - "stackedensemble prediction progress: |███████████████████████████████████████████| (done) 100%\n", - "Processing Chunk No. 5 ----> row 500000 till the end\n", - "Parse progress: |████████████████████████████████████████████████████████████████| (done) 100%\n", - "stackedensemble prediction progress: |███████████████████████████████████████████| (done) 100%\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "max_row_size = 100000\n", "\n", @@ -678,33 +397,9 @@ }, { "cell_type": "code", - "execution_count": 15, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 715775, - "status": "ok", - "timestamp": 1652085093365, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "wuP096anUHzu", - "outputId": "dd0cb167-5cb1-432a-d4b3-468e2590ca74" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Exporting reulst to shapefile...\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "### Exporting\n", "print(\"Exporting reulst to shapefile...\")\n", @@ -715,41 +410,8 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 4234, - "status": "ok", - "timestamp": 1649758011062, - "user": { - "displayName": "立石英吾", - "userId": "17884307298980796766" - }, - "user_tz": -540 - }, - "id": "3uhE9cHGH-DI", - "outputId": "33c0d7ab-5ffc-4e70-a59b-a3c8c2cd005e" - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:2: H2ODeprecationWarning: Deprecated, use ``h2o.cluster().shutdown()``.\n", - " \n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Are you sure you want to shutdown the H2O instance running at http://127.0.0.1:54321 (Y/N)? Y\n", - "H2O session _sid_95c4 closed.\n" - ] - } - ], + "metadata": {}, + "outputs": [], "source": [ "### Refreshing H2O cluster (if necessary)\n", "h2o.shutdown(prompt=True)" @@ -757,18 +419,6 @@ } ], "metadata": { - "accelerator": "GPU", - "colab": { - "authorship_tag": "ABX9TyPDUwW/OThJXd73gqgjAayU", - "collapsed_sections": [], - "mount_file_id": "1qBfdsFv3exlWCp9Tdm8STEdKPypVpEvO", - "name": "STEP2.ipynb", - "provenance": [] - }, - "kernelspec": { - "display_name": "Python 3", - "name": "python3" - }, "language_info": { "name": "python" } diff --git a/notebooks/Implementations/Slum_Mapping/slumML/STEP2.py b/notebooks/Implementations/Slum_Mapping/slumML/STEP2.py index 96ea775..4285aaa 100644 --- a/notebooks/Implementations/Slum_Mapping/slumML/STEP2.py +++ b/notebooks/Implementations/Slum_Mapping/slumML/STEP2.py @@ -124,6 +124,20 @@ def MLpred(df): + """ + Perform machine learning prediction on the input dataframe. + + Parameters + ---------- + df : pandas.DataFrame + The input dataframe containing the data for prediction. + + Returns + ------- + pandas.DataFrame + The dataframe with the predicted values merged. + + """ df_input = df[predictors] # Extract predictor cols only (specified by the 'predictors' LIST) hf_temp = H2OFrame(df_input) @@ -135,9 +149,9 @@ def MLpred(df): df.reset_index(inplace=True) pred_df_temp["PID"] = df.PID - ans = pd.merge(df, pred_df_temp, on="PID") + ans_var = pd.merge(df, pred_df_temp, on="PID") - return ans + return ans_var # Create an empty DF for append diff --git a/notebooks/Implementations/URB_DECAT_B_ExploringGHSSMODcode.ipynb b/notebooks/Implementations/URB_DECAT_B_ExploringGHSSMODcode.ipynb index 41dfcd2..8a9b779 100644 --- a/notebooks/Implementations/URB_DECAT_B_ExploringGHSSMODcode.ipynb +++ b/notebooks/Implementations/URB_DECAT_B_ExploringGHSSMODcode.ipynb @@ -6,25 +6,14 @@ "metadata": {}, "source": [ "# Exploring DEGURBA\n", - "The Degree of Urbanization methodology developed by the European Commission provides a consistent definition of urban through application of population density and total population theresholds to gridded population data." + "The Degree of Urbanization methodology developed by the European Commission provides a consistent definition of urban through application of population density and total population thresholds to gridded population data." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [ - { - "ename": "", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[1;31mRunning cells with 'geog' requires the ipykernel package.\n", - "\u001b[1;31mRun the following command to install 'ipykernel' into the Python environment. \n", - "\u001b[1;31mCommand: 'conda install -n geog ipykernel --update-deps --force-reinstall'" - ] - } - ], + "outputs": [], "source": [ "import sys\n", "import os\n", @@ -51,7 +40,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -66,7 +55,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -94,46 +83,9 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "11:06:51\t: Smoothing Urban Clusters\n", - "11:16:55\t: extracting HD clusters\n", - "11:16:58\t: Creating Shape 0\n", - "11:18:26\t: Creating Shape 1000\n", - "11:19:52\t: Creating Shape 2000\n", - "11:21:18\t: Creating Shape 3000\n", - "11:22:44\t: Creating Shape 4000\n", - "11:24:11\t: Creating Shape 5000\n", - "11:25:37\t: Creating Shape 6000\n", - "11:27:03\t: Creating Shape 7000\n", - "11:28:27\t: Creating Shape 8000\n", - "11:29:26\t: extracting URBAN clusters\n", - "11:30:05\t: Creating Shape 9000\n", - "11:31:33\t: Creating Shape 10000\n", - "11:32:58\t: Creating Shape 11000\n", - "11:34:27\t: Creating Shape 12000\n", - "11:35:52\t: Creating Shape 13000\n", - "11:37:20\t: Creating Shape 14000\n", - "11:38:45\t: Creating Shape 15000\n", - "11:40:06\t: Creating Shape 16000\n", - "11:41:32\t: Creating Shape 17000\n", - "11:43:01\t: Creating Shape 18000\n", - "11:44:25\t: Creating Shape 19000\n", - "11:45:51\t: Creating Shape 20000\n", - "11:47:19\t: Creating Shape 21000\n", - "11:48:43\t: Creating Shape 22000\n", - "11:49:58\t: Creating Shape 23000\n", - "11:51:21\t: Creating Shape 24000\n", - "11:52:45\t: Creating Shape 25000\n", - "11:53:08\t: performing distance calculations\n" - ] - } - ], + "outputs": [], "source": [ "importlib.reload(urban)\n", "xx = urban.urbanGriddedPop(pop_layer)\n", @@ -144,26 +96,9 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12:18:16\t: Smoothing Urban Clusters\n", - "12:18:54\t: extracting HD clusters\n", - "12:18:54\t: Creating Shape 0\n", - "12:18:58\t: Creating Shape 1000\n", - "12:18:59\t: extracting URBAN clusters\n", - "12:19:02\t: Creating Shape 2000\n", - "12:19:06\t: Creating Shape 3000\n", - "12:19:10\t: Creating Shape 4000\n", - "12:19:14\t: Creating Shape 5000\n", - "12:19:15\t: performing distance calculations\n" - ] - } - ], + "outputs": [], "source": [ "importlib.reload(urban)\n", "deg_file = national_ghs_1k.replace(\".tif\", \"DEGURBA.tif\")\n", @@ -182,21 +117,9 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "09:13:24\t: Smoothing Urban Clusters\n", - "09:15:11\t: extracting HD clusters\n", - "09:15:11\t: Creating Shape 0\n", - "09:15:13\t: extracting URBAN clusters\n", - "09:15:18\t: performing distance calculations\n" - ] - } - ], + "outputs": [], "source": [ "importlib.reload(urban)\n", "temp_pop_file = os.path.join(\n", @@ -211,7 +134,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -330,7 +253,7 @@ " xx = shape(cShape)\n", " xx = Polygon(xx.exterior)\n", " cShape = xx.__geo_interface__\n", - " # If the shape is urban, claculate total pop\n", + " # If the shape is urban, calculate total pop\n", " mask = rasterize(\n", " [(cShape, 0)],\n", " out_shape=data[0, :, :].shape,\n", @@ -429,22 +352,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "geog", - "language": "python", - "name": "python3" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.16" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/URB_SCAUR_UKR_B_I_urbanizationReview/URB_SCAUR_UKR_B_I_urbanizationReview.ipynb b/notebooks/Implementations/URB_SCAUR_UKR_B_I_urbanizationReview/URB_SCAUR_UKR_B_I_urbanizationReview.ipynb index 8198a18..a985e10 100644 --- a/notebooks/Implementations/URB_SCAUR_UKR_B_I_urbanizationReview/URB_SCAUR_UKR_B_I_urbanizationReview.ipynb +++ b/notebooks/Implementations/URB_SCAUR_UKR_B_I_urbanizationReview/URB_SCAUR_UKR_B_I_urbanizationReview.ipynb @@ -2,21 +2,14 @@ "cells": [ { "cell_type": "code", - "execution_count": 195, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], + "outputs": [], "source": [ - "import sys, os, json\n", - "import rasterio, geopy\n", + "import sys\n", + "import os\n", + "import json\n", + "import rasterio\n", "\n", "import pandas as pd\n", "import geopandas as gpd\n", @@ -37,13 +30,13 @@ "\n", "# read in local important parameters\n", "local_json = \"/home/wb411133/Code/urbanParameters.json\"\n", - "with open(local_json, 'r') as inJ:\n", + "with open(local_json, \"r\") as inJ:\n", " important_vars = json.load(inJ)" ] }, { "cell_type": "code", - "execution_count": 204, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -51,7 +44,7 @@ "output_dir = f\"/home/wb411133/data/Projects/{iso3}_Urbanization\"\n", "if not os.path.exists(output_dir):\n", " os.makedirs(output_dir)\n", - " \n", + "\n", "population_file = f\"/home/public/Data/GLOBAL/Population/WorldPop_PPP_2020/MOSAIC_ppp_prj_2020/ppp_prj_2020_{iso3}.tif\"\n", "admin_bounds = \"/home/public/Data/COUNTRY/UKR/ADMIN/geoBoundaries-UKR-ADM3.geojson\"\n", "GHSL_file = \"/home/public/Data/GLOBAL/GHSL/ghsl.vrt\"\n", @@ -67,7 +60,7 @@ "final_folder = os.path.join(output_dir, \"Mapping_Data\")\n", "if not os.path.exists(final_folder):\n", " os.makedirs(final_folder)\n", - " \n", + "\n", "admin_final = os.path.join(final_folder, \"admin_summarized.shp\")\n", "urban_final = os.path.join(final_folder, \"urban_summarized.shp\")\n", "urban_hd_final = os.path.join(final_folder, \"urban_hd_summarized.shp\")\n", @@ -76,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -105,45 +98,52 @@ "# 1. Create urban extents\n", "if not os.path.exists(urban_extents_file):\n", " urban_calculator = urban.urbanGriddedPop(inP)\n", - " urban_extents = urban_calculator.calculateUrban(densVal=3, totalPopThresh=5000, \n", - " smooth=False, queen=False,\n", - " verbose=True, raster=urban_extents_raster_file)\n", - " urban_extents_hd = urban_calculator.calculateUrban(densVal=15, totalPopThresh=50000, \n", - " smooth=True, queen=False,\n", - " verbose=True, raster=, raster=urban_extents_raster_file)\n", + " urban_extents = urban_calculator.calculateUrban(\n", + " densVal=3,\n", + " totalPopThresh=5000,\n", + " smooth=False,\n", + " queen=False,\n", + " verbose=True,\n", + " raster=urban_extents_raster_file,\n", + " )\n", + " urban_extents_hd = urban_calculator.calculateUrban(\n", + " densVal=15,\n", + " totalPopThresh=50000,\n", + " smooth=True,\n", + " queen=False,\n", + " verbose=True,\n", + " raster=urban_extents_raster_file,\n", + " )\n", " urban_extents.to_file(urban_extents_file, driver=\"GeoJSON\")\n", - " urban_extents_hd.to_file(urban_extents_hd_file, driver=\"GeoJSON\")\n" + " urban_extents_hd.to_file(urban_extents_hd_file, driver=\"GeoJSON\")" ] }, { "cell_type": "code", - "execution_count": 76, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# 2. Calculate urban population in admin areas\n", - "pop_worker = clippy.summarize_population(population_file, gpd.read_file(admin_bounds), urban_extents_raster_file, urban_extents_hd_raster_file)\n", + "pop_worker = clippy.summarize_population(\n", + " population_file,\n", + " gpd.read_file(admin_bounds),\n", + " urban_extents_raster_file,\n", + " urban_extents_hd_raster_file,\n", + ")\n", "summarized_urban = pop_worker.calculate_zonal()\n", - "urban_res = summarized_urban.loc[:,[x for x in summarized_urban.columns if \"SUM\" in x]]\n", - "urban_res.columns = ['TOTAL_POP', \"URBAN_POP\", \"URBAN_HD_POP\"]\n", - "urban_res['shapeID'] = inAdmin['shapeID']\n", - "urban_res['shapeName'] = inAdmin['shapeName']\n", + "urban_res = summarized_urban.loc[:, [x for x in summarized_urban.columns if \"SUM\" in x]]\n", + "urban_res.columns = [\"TOTAL_POP\", \"URBAN_POP\", \"URBAN_HD_POP\"]\n", + "urban_res[\"shapeID\"] = inAdmin[\"shapeID\"]\n", + "urban_res[\"shapeName\"] = inAdmin[\"shapeName\"]\n", "urban_res.to_csv(urban_admin_summary)" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Completed loop: 0\n" - ] - } - ], + "outputs": [], "source": [ "# 3. Summarize nighttime lights in admin bounds and urban extents\n", "ntl_files = ntl.find_monthly_ntl()\n", @@ -154,27 +154,9 @@ }, { "cell_type": "code", - "execution_count": 53, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "11:55:56\tProcessing 201204-201303\n", - "11:56:14\tProcessing 2013\n", - "11:56:31\tProcessing 2014\n", - "11:56:48\tProcessing 2015\n", - "11:57:04\tProcessing 2016\n", - "11:57:20\tProcessing 2017\n", - "11:57:36\tProcessing 2018\n", - "11:57:53\tProcessing 2019\n", - "11:58:10\tProcessing 2020\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "viirs_folder = os.path.join(output_dir, \"NTL_ZONAL_RES\")\n", "if not os.path.exists(viirs_folder):\n", @@ -187,51 +169,48 @@ " urban_res_file = os.path.join(viirs_folder, f\"URBAN_{name}.csv\")\n", " urban_hd_res_file = os.path.join(viirs_folder, f\"HD_URBAN_{name}.csv\")\n", " admin_res_file = os.path.join(viirs_folder, f\"ADMIN_{name}.csv\")\n", - " \n", + "\n", " # Urban Summary\n", " if not os.path.exists(urban_res_file):\n", " urban_res = rMisc.zonalStats(urbanD, inR, minVal=0.1)\n", - " col_names = [f'URBAN_{name}_{x}' for x in ['SUM','MIN','MAX','MEAN']]\n", + " col_names = [f\"URBAN_{name}_{x}\" for x in [\"SUM\", \"MIN\", \"MAX\", \"MEAN\"]]\n", " urban_df = pd.DataFrame(urban_res, columns=col_names)\n", " urban_df.to_csv(urban_res_file)\n", " # HD Urban Summary\n", " if not os.path.exists(urban_hd_res_file):\n", " hd_urban_res = rMisc.zonalStats(urbanHD, inR, minVal=0.1)\n", - " col_names = [f'HD_URBAN_{name}_{x}' for x in ['SUM','MIN','MAX','MEAN']]\n", + " col_names = [f\"HD_URBAN_{name}_{x}\" for x in [\"SUM\", \"MIN\", \"MAX\", \"MEAN\"]]\n", " hd_urban_df = pd.DataFrame(hd_urban_res, columns=col_names)\n", " hd_urban_df.to_csv(urban_hd_res_file)\n", " # admin Summary\n", " if not os.path.exists(admin_res_file):\n", " admin_res = rMisc.zonalStats(inAdmin, inR, minVal=0.1)\n", - " col_names = [f'ADM_URBAN_{name}_{x}' for x in ['SUM','MIN','MAX','MEAN']]\n", + " col_names = [f\"ADM_URBAN_{name}_{x}\" for x in [\"SUM\", \"MIN\", \"MAX\", \"MEAN\"]]\n", " admin_df = pd.DataFrame(admin_res, columns=col_names)\n", - " admin_df.to_csv(admin_res_file)\n", - " " + " admin_df.to_csv(admin_res_file)" ] }, { "cell_type": "code", - "execution_count": 120, - "metadata": { - "scrolled": false - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# Compile VIIRS results\n", "urb_files = [x for x in os.listdir(viirs_folder) if x.startswith(\"URBAN\")]\n", "for x in urb_files:\n", " tempD = pd.read_csv(os.path.join(viirs_folder, x), index_col=0)\n", - " urbanD[x[:-4]] = tempD.iloc[:,0]\n", + " urbanD[x[:-4]] = tempD.iloc[:, 0]\n", "\n", "hd_urb_files = [x for x in os.listdir(viirs_folder) if x.startswith(\"HD_URBAN\")]\n", "for x in hd_urb_files:\n", " tempD = pd.read_csv(os.path.join(viirs_folder, x), index_col=0)\n", - " urbanHD[x[:-4]] = tempD.iloc[:,0]\n", - " \n", + " urbanHD[x[:-4]] = tempD.iloc[:, 0]\n", + "\n", "admin_urb_files = [x for x in os.listdir(viirs_folder) if x.startswith(\"ADMIN\")]\n", "for x in admin_urb_files:\n", " tempD = pd.read_csv(os.path.join(viirs_folder, x), index_col=0)\n", - " inAdmin[x[:-4]] = tempD.iloc[:,0]\n", + " inAdmin[x[:-4]] = tempD.iloc[:, 0]\n", "\n", "urbanD.to_csv(urban_viirs_summary)\n", "urbanHD.to_csv(urban_hd_viirs_summary)\n", @@ -240,52 +219,59 @@ }, { "cell_type": "code", - "execution_count": 134, - "metadata": { - "scrolled": true - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# 4. Summarize GHSL in extents and admin\n", - "ghsl_cols = [f'c_{x}' for x in [1,2,3,4,5,6]]\n", + "ghsl_cols = [f\"c_{x}\" for x in [1, 2, 3, 4, 5, 6]]\n", "admin_ghsl_summary = os.path.join(output_dir, \"admin_GHSL_summary.csv\")\n", "urban_ghsl_summary = os.path.join(output_dir, \"urban_GHSL_summary.csv\")\n", "urbanHD_ghsl_summary = os.path.join(output_dir, \"urbanhd_GHSL_summary.csv\")\n", "\n", "if not os.path.exists(admin_ghsl_summary):\n", - " res = rMisc.zonalStats(inAdmin, inG, rastType='C', unqVals = [1,2,3,4,5,6], reProj=True)\n", - " res = pd.DataFrame(res, columns = ghsl_cols)\n", - " res['gID'] = inAdmin['shapeID']\n", + " res = rMisc.zonalStats(\n", + " inAdmin, inG, rastType=\"C\", unqVals=[1, 2, 3, 4, 5, 6], reProj=True\n", + " )\n", + " res = pd.DataFrame(res, columns=ghsl_cols)\n", + " res[\"gID\"] = inAdmin[\"shapeID\"]\n", " res.to_csv(admin_ghsl_summary)\n", - " \n", + "\n", "if not os.path.exists(urban_ghsl_summary):\n", - " res = rMisc.zonalStats(urbanD, inG, rastType='C', unqVals = [1,2,3,4,5,6], reProj=True)\n", - " res = pd.DataFrame(res, columns = ghsl_cols)\n", - " res['gID'] = urbanD['ID']\n", + " res = rMisc.zonalStats(\n", + " urbanD, inG, rastType=\"C\", unqVals=[1, 2, 3, 4, 5, 6], reProj=True\n", + " )\n", + " res = pd.DataFrame(res, columns=ghsl_cols)\n", + " res[\"gID\"] = urbanD[\"ID\"]\n", " res.to_csv(urban_ghsl_summary)\n", - " \n", + "\n", "if not os.path.exists(urbanHD_ghsl_summary):\n", - " res = rMisc.zonalStats(urbanHD, inG, rastType='C', unqVals = [1,2,3,4,5,6], reProj=True)\n", - " res = pd.DataFrame(res, columns = ghsl_cols)\n", - " res['gID'] = urbanHD['ID']\n", + " res = rMisc.zonalStats(\n", + " urbanHD, inG, rastType=\"C\", unqVals=[1, 2, 3, 4, 5, 6], reProj=True\n", + " )\n", + " res = pd.DataFrame(res, columns=ghsl_cols)\n", + " res[\"gID\"] = urbanHD[\"ID\"]\n", " res.to_csv(urbanHD_ghsl_summary)\n", - " \n", + "\n", "for ghsl_file in [admin_ghsl_summary, urban_ghsl_summary, urbanHD_ghsl_summary]:\n", " adm_ghsl = pd.read_csv(ghsl_file, index_col=0)\n", - " adm_ghsl['b2014'] = adm_ghsl.apply(lambda x: x['c_3'] + x['c_4'] + x['c_5'] + x['c_6'], axis=1)\n", - " adm_ghsl['b2000'] = adm_ghsl.apply(lambda x: x['c_4'] + x['c_5'] + x['c_6'], axis=1)\n", - " adm_ghsl['b1990'] = adm_ghsl.apply(lambda x: x['c_5'] + x['c_6'], axis=1)\n", - " \n", + " adm_ghsl[\"b2014\"] = adm_ghsl.apply(\n", + " lambda x: x[\"c_3\"] + x[\"c_4\"] + x[\"c_5\"] + x[\"c_6\"], axis=1\n", + " )\n", + " adm_ghsl[\"b2000\"] = adm_ghsl.apply(lambda x: x[\"c_4\"] + x[\"c_5\"] + x[\"c_6\"], axis=1)\n", + " adm_ghsl[\"b1990\"] = adm_ghsl.apply(lambda x: x[\"c_5\"] + x[\"c_6\"], axis=1)\n", + "\n", " def get_built(x):\n", - " cur_built = x['b2014']\n", - " base_built = x['b1990']\n", + " cur_built = x[\"b2014\"]\n", + " base_built = x[\"b1990\"]\n", " if base_built == 0:\n", - " base_built = x['b2000']\n", + " base_built = x[\"b2000\"]\n", " try:\n", - " return((cur_built - base_built)/base_built)\n", + " return (cur_built - base_built) / base_built\n", " except:\n", - " return(-1)\n", - " adm_ghsl['g_14_90'] = adm_ghsl.apply(get_built, axis=1)\n", + " return -1\n", + "\n", + " adm_ghsl[\"g_14_90\"] = adm_ghsl.apply(get_built, axis=1)\n", " adm_ghsl.to_csv(ghsl_file)" ] }, @@ -298,439 +284,74 @@ }, { "cell_type": "code", - "execution_count": 142, - "metadata": { - "scrolled": true - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# Compile data\n", "# [shapefile, population_summary, viirs_summary, ghsl_summary, out_file]\n", "for cur_def in [\n", - " [admin_bounds, urban_admin_summary, admin_viirs_summary, admin_ghsl_summary, admin_final],\n", - " [urban_extents_file, '', urban_viirs_summary, urban_ghsl_summary, urban_final],\n", - " [urban_extents_hd_file, '', urban_hd_viirs_summary, urbanHD_ghsl_summary, urban_hd_final]\n", - " ]:\n", + " [\n", + " admin_bounds,\n", + " urban_admin_summary,\n", + " admin_viirs_summary,\n", + " admin_ghsl_summary,\n", + " admin_final,\n", + " ],\n", + " [urban_extents_file, \"\", urban_viirs_summary, urban_ghsl_summary, urban_final],\n", + " [\n", + " urban_extents_hd_file,\n", + " \"\",\n", + " urban_hd_viirs_summary,\n", + " urbanHD_ghsl_summary,\n", + " urban_hd_final,\n", + " ],\n", + "]:\n", " curD = gpd.read_file(cur_def[0])\n", - " if cur_def[1] != '':\n", - " curPop = pd.read_csv(cur_def[1], index_col=0) \n", - " curD['Pop'] = curPop['TOTAL_POP']\n", - " curD['urbanPop'] = curPop.apply(lambda x: x['URBAN_POP']/x['TOTAL_POP'], axis=1)\n", - " curD['urbanPopHD'] = curPop.apply(lambda x: x['URBAN_HD_POP']/x['TOTAL_POP'], axis=1)\n", + " if cur_def[1] != \"\":\n", + " curPop = pd.read_csv(cur_def[1], index_col=0)\n", + " curD[\"Pop\"] = curPop[\"TOTAL_POP\"]\n", + " curD[\"urbanPop\"] = curPop.apply(\n", + " lambda x: x[\"URBAN_POP\"] / x[\"TOTAL_POP\"], axis=1\n", + " )\n", + " curD[\"urbanPopHD\"] = curPop.apply(\n", + " lambda x: x[\"URBAN_HD_POP\"] / x[\"TOTAL_POP\"], axis=1\n", + " )\n", " viirsD = pd.read_csv(cur_def[2], index_col=0)\n", - " curD['NTL2013'] = viirsD.iloc[:,-8]\n", - " curD['NTL2020'] = viirsD.iloc[:,-1]\n", - " curD['NTL_g'] = curD.apply(lambda x: (x['NTL2020'] - x['NTL2013'])/x['NTL2013'], axis=1)\n", + " curD[\"NTL2013\"] = viirsD.iloc[:, -8]\n", + " curD[\"NTL2020\"] = viirsD.iloc[:, -1]\n", + " curD[\"NTL_g\"] = curD.apply(\n", + " lambda x: (x[\"NTL2020\"] - x[\"NTL2013\"]) / x[\"NTL2013\"], axis=1\n", + " )\n", " ghslD = pd.read_csv(cur_def[3], index_col=0)\n", - " curD['b2014'] = ghslD['b2014']\n", - " curD['g_14_90'] = ghslD['g_14_90']\n", - " curD.to_file(cur_def[4])\n", - " \n", - " " + " curD[\"b2014\"] = ghslD[\"b2014\"]\n", + " curD[\"g_14_90\"] = ghslD[\"g_14_90\"]\n", + " curD.to_file(cur_def[4])" ] }, { "cell_type": "code", - "execution_count": 144, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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shapeNameLevelshapeIDshapeGroupshapeTypePopurbanPopurbanPopHDNTL2013NTL2020NTL_gb2014g_14_90geometry
0TinystivskaADM3UKR-ADM3-10664576B65180807UKRADM33164.4770510.0418010.067.887924216.1048892.18326034870.044638POLYGON ((33.72008 44.71634, 33.71926 44.71593...
1UiutnenskaADM3UKR-ADM3-10664576B20681754UKRADM34659.8154300.1745620.097.932007354.6563722.621455164720.317549POLYGON ((33.32283 45.22140, 33.32233 45.22139...
2MarfivskaADM3UKR-ADM3-10664576B29349824UKRADM32376.8171390.0000000.039.036156414.8721929.6278966360.177778POLYGON ((36.16669 45.18376, 36.12935 45.18249...
3MedvedivskaADM3UKR-ADM3-10664576B32425034UKRADM33065.2070310.0000000.045.493160267.9821784.89060442060.342483MULTIPOLYGON (((34.55497 45.84983, 34.54492 45...
4OleksiivskaADM3UKR-ADM3-10664576B19447239UKRADM31716.4621580.0000000.010.310785329.53311230.96004012910.778237POLYGON ((33.75281 45.58381, 33.71871 45.58878...
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" - ], - "text/plain": [ - " id Name geometry\n", - "0 1 Odessa POLYGON ((30.25058 46.14250, 30.25996 46.65254...\n", - "1 2 Zaporizzia POLYGON ((34.94663 47.92600, 35.38985 47.93029...\n", - "2 3 Sumy POLYGON ((34.68477 50.98500, 34.96624 50.98270...\n", - "3 4 Poltava POLYGON ((34.36383 49.64435, 34.70744 49.64554...\n", - "4 5 Harkiv POLYGON ((35.97394 50.11743, 36.51403 50.11625..." - ] - }, - "execution_count": 205, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# Extract ghsl for the 9 focal cities\n", "in_cities = gpd.read_file(focal_cities)\n", @@ -894,7 +414,7 @@ }, { "cell_type": "code", - "execution_count": 207, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -903,7 +423,13 @@ "for idx, row in in_cities.iterrows():\n", " out_file = os.path.join(final_folder, f\"ghsl_{row['Name']}.tif\")\n", " if not os.path.exists(out_file):\n", - " rMisc.clipRaster(inG, gpd.GeoDataFrame(pd.DataFrame(row).transpose(), geometry='geometry', crs=in_cities.crs), out_file)\n", + " rMisc.clipRaster(\n", + " inG,\n", + " gpd.GeoDataFrame(\n", + " pd.DataFrame(row).transpose(), geometry=\"geometry\", crs=in_cities.crs\n", + " ),\n", + " out_file,\n", + " )\n", " cnt += 1\n", " if cnt >= max_cnt:\n", " break" @@ -918,22 +444,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Earth Engine", - "language": "python", - "name": "ee" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.4" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/URB_SEAU1_B_A_Ka_ExtractDataUrban.ipynb b/notebooks/Implementations/URB_SEAU1_B_A_Ka_ExtractDataUrban.ipynb index 545df73..1bb76cc 100644 --- a/notebooks/Implementations/URB_SEAU1_B_A_Ka_ExtractDataUrban.ipynb +++ b/notebooks/Implementations/URB_SEAU1_B_A_Ka_ExtractDataUrban.ipynb @@ -23,7 +23,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -50,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -66,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -101,8 +101,8 @@ " final_folder=\"FINAL_STANDARD_1KM\",\n", " ghspop_suffix=\"1k\",\n", " )\n", - " adm2_res = os.path.join(xx.final_folder, \"URBAN_ADMIN2_STATS_COMPILED.csv\")\n", - " ea_res = os.path.join(xx.final_folder, \"URBAN_COMMUNE_STATS_COMPILED.csv\")\n", + " # adm2_res = os.path.join(xx.final_folder, \"URBAN_ADMIN2_STATS_COMPILED.csv\")\n", + " # ea_res = os.path.join(xx.final_folder, \"URBAN_COMMUNE_STATS_COMPILED.csv\")\n", " tPrint(\"***** Extracting Global Layers %s\" % iso3)\n", " xx.extract_layers(\n", " global_landcover,\n", @@ -183,66 +183,9 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/.conda/envs/geog/lib/python3.7/site-packages/ipykernel_launcher.py:15: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n", - " from ipykernel import kernelapp as app\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "08:29:05\t***** Extracting Global Layers EGY\n", - "08:29:05\t***** Downloading and processing elevation EGY\n", - "08:29:05\t***** Standardizing rasters\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_adm.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_gpo.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_wat_lc.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_wat.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_slo.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_ele.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_gsmod.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_gbu.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_upo15.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_upo16.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy1k_gpo.tif\n", - "08:29:05\t***** Calculating Urban\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/FINAL_STANDARD_1KM/egy1k_upo15.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/FINAL_STANDARD_1KM/egy1k_upo16.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/FINAL_STANDARD_1KM/egy1k_gpo.tif\n", - "08:29:05\t***** Evaluating Data\n", - "08:29:10\t***** Extracting Global Layers EGY\n", - "08:29:10\t***** Downloading and processing elevation EGY\n", - "08:29:10\t***** Standardizing rasters\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_adm.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_gpo.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_wat_lc.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_wat.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_slo.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_ele.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_gsmod.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_gbu.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_upo15.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_upo16.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/egy_gpo.tif\n", - "08:31:01\t***** Calculating Urban\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/FINAL_STANDARD/egy_upo15.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/FINAL_STANDARD/egy_upo16.tif\n", - "/home/wb411133/temp/EGY_URBAN_DATA_new_naming/FINAL_STANDARD/egy_gpo.tif\n", - "09:57:59\t***** Calculating Zonal admin2\n" - ] - } - ], + "outputs": [], "source": [ "importlib.reload(helper)\n", "# Process EGY\n", @@ -266,28 +209,7 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/.conda/envs/geog/lib/python3.7/site-packages/ipykernel_launcher.py:15: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n", - " from ipykernel import kernelapp as app\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "11:50:15\t***** Extracting Global Layers COL\n", - "11:50:15\tExtracting water\n" - ] - } - ], + "outputs": [], "source": [ "# Process COL\n", "iso3 = \"COL\"\n", @@ -305,9 +227,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "importlib.reload(helper)\n", @@ -336,9 +256,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "importlib.reload(helper)\n", @@ -363,9 +281,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "# Process TZA\n", @@ -396,9 +312,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "# Process VNM\n", @@ -537,22 +451,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python (geog)", - "language": "python", - "name": "geog" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.1" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/Create_Mosaick_Datasets.ipynb b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/Create_Mosaick_Datasets.ipynb index 034dd7f..4b65eb3 100644 --- a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/Create_Mosaick_Datasets.ipynb +++ b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/Create_Mosaick_Datasets.ipynb @@ -2,26 +2,10 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "3d5639a9", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/.conda/envs/ee/lib/python3.9/site-packages/geopandas/_compat.py:106: UserWarning: The Shapely GEOS version (3.9.1-CAPI-1.14.2) is incompatible with the GEOS version PyGEOS was compiled with (3.10.4-CAPI-1.16.2). Conversions between both will be slow.\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "METADATA Library: Could not import arcgis libraries\n" - ] - } - ], + "outputs": [], "source": [ "import sys\n", "import os\n", @@ -59,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "b7e89905", "metadata": {}, "outputs": [], @@ -93,41 +77,16 @@ " cur_path = os.path.join(\"s3://\", bucket, res[\"Key\"])\n", " try:\n", " urban_tiff[cur_lyr].append(cur_path)\n", - " except:\n", + " except Exception:\n", " urban_tiff[cur_lyr] = [cur_path]" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "e1c94276", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "15:06:26\tcpo15_urban\n", - "15:06:44\tcpo15_hd\n", - "15:07:06\tcpo20_urban\n", - "15:07:30\tcpo20_hd\n", - "15:07:53\tgpo_urban\n", - "15:08:22\tgpo_hd\n", - "15:08:50\tupo15_urban\n", - "15:09:42\tupo15_hd\n", - "15:10:31\tupo18_urban\n", - "15:10:34\tupo18_hd\n", - "15:10:36\tupo16_urban\n", - "15:10:38\tupo16_hd\n", - "15:10:39\tcpo17_urban\n", - "15:10:40\tcpo17_hd\n", - "15:10:40\tupo17_urban\n", - "15:10:41\tupo17_hd\n", - "15:10:41\tcpo18_urban\n", - "15:10:42\tcpo18_hd\n" - ] - } - ], + "outputs": [], "source": [ "out_folder = \"/home/wb411133/temp/urban_mosaics\"\n", "if not os.path.exists(out_folder):\n", @@ -178,7 +137,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "id": "cd0122d2", "metadata": {}, "outputs": [], @@ -211,41 +170,16 @@ " cur_label = f\"{cur_pop}_{cur_type}\"\n", " try:\n", " db_tiffs[cur_label].append(cur_path)\n", - " except:\n", + " except Exception:\n", " db_tiffs[cur_label] = [cur_path]" ] }, { "cell_type": "code", - "execution_count": 30, + "execution_count": null, "id": "135aeb41", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "15:18:39\tcpo15_urban\n", - "15:19:04\tcpo15_hd\n", - "15:19:27\tcpo20_urban\n", - "15:19:53\tcpo20_hd\n", - "15:20:16\tgpo_urban\n", - "15:20:44\tgpo_hd\n", - "15:21:11\tupo15_urban\n", - "15:21:56\tupo15_hd\n", - "15:22:39\tupo18_urban\n", - "15:22:41\tupo18_hd\n", - "15:22:44\tupo16_urban\n", - "15:22:45\tupo16_hd\n", - "15:22:46\tcpo17_urban\n", - "15:22:47\tcpo17_hd\n", - "15:22:47\tupo17_urban\n", - "15:22:47\tupo17_hd\n", - "15:22:48\tcpo18_urban\n", - "15:22:48\tcpo18_hd\n" - ] - } - ], + "outputs": [], "source": [ "out_folder = \"/home/wb411133/temp/urban_mosaics\"\n", "if not os.path.exists(out_folder):\n", @@ -269,22 +203,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Earth Engine", - "language": "python", - "name": "ee" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.4" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/GHSL_Standardize_To_Country.ipynb b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/GHSL_Standardize_To_Country.ipynb index f818cba..5db1a60 100644 --- a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/GHSL_Standardize_To_Country.ipynb +++ b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/GHSL_Standardize_To_Country.ipynb @@ -2,18 +2,9 @@ "cells": [ { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], + "outputs": [], "source": [ "import sys\n", "import os\n", @@ -42,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -62,7 +53,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -72,43 +63,18 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'/home/public/Data/GLOBAL/GHSL/Built/GHS_BUILT_S_E1990_GLOBE_R2023A_54009_100_V1_0.tif'" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "ghsl_data.format(year=yr)" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "11:20:43\t2020\n", - "11:20:44\t2015\n", - "11:20:46\t2010\n", - "11:20:47\t2005\n", - "11:20:49\t2000\n", - "11:20:51\t1995\n", - "11:20:52\t1990\n" - ] - } - ], + "outputs": [], "source": [ "for yr in [2020, 2015, 2010, 2005, 2000, 1995, 1990]:\n", " cur_ghsl = rasterio.open(ghsl_data.format(year=yr))\n", @@ -125,30 +91,9 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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rj1X6GziuXsTzbcJmExV7EBC0p7YxUz5+7kGgpwmZGUrVPhQeSvokosu4NX4lVU/xzeqewPV1xuKt8BqbWGDZ6Dvjzuc+9c9v3yp/vWw5r2TX8T9OHCcR6SVfOjZvwytWTvK3g59hU/JOpsUog8UXcNwJsqXjTMt9s32jPBDWGRurarirFR7fmPob6hv+q08SScUZq5GM2Xu9XgSu2XNbCP+9+FEIwX80DKOJkJnC8Qo4XhbTaMbz84StLjy/TDTcTaF8ojbu6pa6wAr6ztT7KHk+x7zxWh/W52CwWSi8mnWP2nfMxr8ddxKFT6k6QDK6lGWJG1glltBndJLXTp63b+YeUnzfQQj9jM3k9Z/gg/AIN3heoYESaFpsnhvyXDD1JJrQsL0cvheQy2A8eXMOOoIrMu8lKT/KK5XvsrU5ziPTBdKxZZwu2SQMg+Upg77JEG9I/iotepQRP0+7keAH+pHaHJmdn3PfUYgwnqwghEZn8lKGc8+jZJVscT+aFm08j65Fcb3JxvcCEjK/XeuEPYBOLLyQq8O381D+HwFBLNLL+zK38aXxf6Ul9AGuaIPHRxQbYi24UjFSETx9aAE7p2C86nCQPVxpbeER+4eYWoROVrMgsY4cU9wY+wALYxZ7sgKpPBbIhXxocR5fvpcvT3wey0hSFnl8PFxsXGFTcSZZnnkHPi4zbj+58nEWpK4iRoatoaV8R7qUnQl86XC5fj2FxJUcFrsQSuD6RYQIcVniIxzwn6RZtnFaTHLfwNeJWK2EzHbeYL6ZUZnlr/sHub2tl4QWwpE+04Vg3Tomn2emeBilqggRZe4a05G6EoXPWG6uVSr4/Mnc385tZQQ6W8Lv5LaOJEtjLlPH7qCgZTk4c3fjmm59Pbu9Y5hGEsd1UXjsy3513n3rISUKDU2LoJQ3JwxiFktiV5NX4wxlnyIS6qZsn66NpxqRU5JCZRCAsJmh+BokTggdR5YolE+gG0mU8vD9ufPu1dfrYFxqdCa3MJR9mv25b/KxvXZgYURrWAXVnIPbzxPmr+f19zw7XO1c+HclNswU92K7o+RKhxoPETYzvCn6VnQ9iVIuk2S5Z6DIYNFHCDhdlGRkK3NNxCC4TL+J96wcQJYV+UGLnf2d9KTz3NH08Vo8GgQm3jhxqx1NmLwoX8b1S6Ak0VA7P8j+Hd/IfYsvTz3M4eokeTWKpWtMV47hygoH3UeZqDqEhMGwu4+y79GhpUhoIapeFstIn/GGeuAK0ua6gIMGNvQohp5C0+KARtkexzLSOF4WgMUJjefdH+B6UxQrp1DKpWwPEdVbGHQKPFy8i4o9iPTLTBb34XjTFKtDGHqYNenbAY1OliEENJmLKasZFIp0bBW6kcQy27CMphqR1Cnao1ScSXaW7mEi/zIzxb2NBT8TX48loqjzkCpDj2J7uTl/URQrA3y38AQzjodlJGiKrcIyW17XuNC0aG3SzMa3iPOcF1xvkt89foIjOR9Dj+N4BVTDpRDElhh6CimrpFSCpGqtuRUBJIaRqvVTcs5E0Jk/vmY3/7lxBbPPNPfa+vWqdoCZu5Cced358dMicL9o8LwcJXsE251EygqGHiYZXYomTKTyKFT6EZqFadTHlgIUS9K3cEevw7Pek1wc6UDMcyPPt/bWiYUQFggj6FdhABpK+ZTtCQaru9CFYGNoAYYen9f3AmPOv1Xj72V78LxhC2cjCHuYey9di6JpgfsrGEdzF+fzw3ZHGS/sRUoHo7YmaVqYsJWZc5Xi69lvsDHeRCLczaf6/5aX818jWzrKEGNIBfumg7ErUUQMjSghnnIeQNfCNTfZ/E3R0NMEc8TF84tIaTNVPkIs3A1CQ4gwUtoovBqBm5n3/fljPmgPQ08ya7308aXNACO8p/k3SUSXUXEm+PLkv1FxRnig8hgnixoFz2N75TgnKwX2Tlc5VrR4oroHV0mGCy/ytLuD1eJyWlnMReEuDlUfpb/4LANqgqOFMl+a3MmT7iN0h6O4UqM7JshEl7I4+gbyapRFcjEr1UremVlDd2wLp4vPMeUcJ2F0EA8voEMu5l3Ny7mly+eb62+lJbYGqTxs5eMhGS/s5YR2GIFGZ2orGxIZHLfAfu8xxjiBlBVK1T5sd5Tvz/w5e8rfZV/+m/zR8b/m+zN/yQ/zn6E+hst2YCWNR5byB4v/c2MepGKreWvsWiJahtbkZs5ce2bHa0BuFB7P5D/PvhnFC9MWbVqSoppqXGsYGQ4V7+d44VHCZoZ4ZBGGnq552mbXab0xl0wsI9jDZ8OnZnE4dy/D+ecJhzq4a+17aU9ta/RxMDr9GsH3KVZOnPX9M6GUQ7Z4iK70GxBoGFr0Nb8ztzVaExtZnbqNRWpt7X4uQphBSFCkh9bkJZhmEz/KIew/HrPt+Wp4TUvcjwIhwqStXsK64E3JX+X7M3/OzuwXqAfKJ6uL8PwKuhZiUeaNDOafoz1xMROlAwwyxp/uWsjg0y6fXOHRVw7BeDPTtks01EPZPo1A0JncQkjEkSHJZOUInl9E06NUnClMI0nFmaLgDzAuXyAa6mW36CAe6mSmdAzLSHFKDLHeWITmG2z3HmCRsRVX2LheqRYXo6FpIaS0aUtuZrJ44KyTs8AgHu5CQ2OysAeQRKwWXL+E6+cZzD7JV0SUQmWAua4XlGQg9ySn1SONGJdZC0Rw8q84YYrWFEIYuDh8eeIuFkS3MZx9BvCx9BgrEm/EpsxweRcCHU2PNoK6A1I5f+PJFg9yafqNbEps4nvTf87cjQrkOQPClXKZLB3ke952BDqm2TSHPL06NGGBEcbzpomEevj9BR/hb4bvIV8+cs7rj858i1NmWyN5RAgriKeUPpaZ4ObIRyj5HrbyOFR6AN8P4nGUdPBqLnspHUA04ofqhC4IqK25kxCNOE1QIAzi4d7XWGR0UrEV5Msn0LTwf+gp7hfJAleHEDpSOoTMFqTyavEowSKfii5hprgPlI4n51iCMOjLPcb/OtLFEjZxuJxFzRmzmhZBySq6kcT3i3QmL2W6cgzHyxM226k4I+h6lES4h0LlNK43ietNsiO0g83yUnxZbSQiXJr6BFVRZpLTjBf34csqYbOZZHgBueopeqJb6Ss8ie+Xz5EQEFgdBAbNiQ04fomo2cpoLvAeSOWcRebPjCU7H3y/iGk2kYkuJVsO3G/Z4sF51xSrAwyUbJJ6F1sS1/JA9i8AxWnvFS6NLmSsIjnsPcklxs0ccEaYFoMUqoOYemBF8/xgzqRiqyhVR/D9YuN9pCxjGE0YehADFY/0Uiz3UQ+on2uBOxdak5uwvTxdoY0sVYt4rPxVqs4IVWeYU8YO/nJlBwvG7+RTpz5FsXKCdHwdtl/grwf/mbboOkwR4Si7UMrn1OgS8t4QVW0pzfHVXCw2owlBRJpEDIFlJEiEunGFzYvuAyTMLi7RruHh6mP4x65j1C6S0rq52FzCiN3BbvU027TrmKoqro9s4CFVYbJyhCn/GO/JvI//Z+M4Cy89AQJ2P97CRHEvvp9nPy9TlTNI5bFUrqI7voRRMUBUF8RCbUzkXyLHoXntIDDOSEaaT8aWxq4F4EjhQR6aGmmsscXqEF/17uL29C+RDmnsFpfzTP7zoDwUPisz7yAhMxS0GY7mfkBLfD1SuTxj7+NGfQNRXafq5IInqCcOqSpChHH9Ep5fxZfleYcU388ja4dvpap4frlmTa7OefaAVATjWsfx8oxWDbrFWsZ4vvHWltn6uhIZ5rWV0ImJZqRyzjG+Xv0+FXeakLWWve7DhMzgoJ+OLiFfHSRbPMCb0r/H/liK09kfvu7n+UXBT5TExcLdvCl2KW/ttvneYAhmgk10a/Q9PJv7B6YLu2lPXcYl4g1ENJ21iXWkTJN75C72ZP+VffkIlyc+xtf7k7RFBH8/dIrjhR/i+Tnqp42EaGW9toyCcjkROcFIzWe/OHQ5N6UWc7ro8ZjzALabo+KMcaLwOOvjb+ODPbcwUZWMVCs8Zv+wYeqdjg8yWtyNlA6Z2HI8v4zn5zD0FAu1DUyJQ8yenLXaCSWNpcWRyqU7fRUj+ZeoOJO4fhGlJOBzcub76HqShembCIk4/cVng8msZk9O54LjjnM6+zi96RvIMoYvHXwC07ehp9GFSYkZSt44VXuU5sQGKu4MpRq5qBNOw2gCgs1ACIvHS/9Se7bZyRCYy51zxB4Ewef1OAaF96pZkQG5mD01zHVnul6RpKlYaV7DS5ybxGlaFNedpp4kI4RFxGqlO3IJrbKDDy7xOV4K8cen7p0X01dvw8Dkb9VcV7Mnl2iol47oBk7lnmB16jYm/OPkKv2EI73kSkcRwmCz9VZMS+eR3F+d89kMI0W7tRbXK1O2+8/bBj8LNN73F4jI1ceWEBqmFsPzqxh6GIFes0JoaHq0QY6XZm5j0jlKxZliX/UB0pFeJooHa7GqwaFDCI1EbDlKSQqVMq4sI9DpTV7NNmMD+9zTHC4+SMbsZalxKQcqD1KxB5muHON+f08jRlKIED1GmqTZzCPVQd6Z+WWUUky4FUx0IrErieo6l2RW4/iS5/xn0IUZuBfnWCdS8VXcnnozRVey1x5kTOx8lQzQ17ep1fs4prVQMadx/VIjHjQ41PYDGinTZJmznAlyhK1Oqs4ITeZiiq7kHQt1TvVv5UX7PnTNouJMsSV2J33saRBNUPjSwTSCpCmhZi08SnmUqgOBVeOclu3zI18ZwJdVlliLWJ0OE9Y/xJRX4aB6nv/deyM7pjUemwlilSKhHm6NvY2EKRiteIQ0ja6YznDJx5WKku+xNbaYZ+2DLJQbyMkqg9pJEqKJmxILuV3exvFSkVFGiRjNrGMTL3gPs16/lpihkfAskjJD1nEZ1UZRnk9JOny3+DhXmTdwXXgrb1y8mR+OaPzdbcex2nW8XOA5+u5gClOPI/0yQ7ln6E3fwGWpG3nBf5JVYhsp1cq0LWuH+aDdwlYnrl/E9wtnzNX53idQjPtHKTuT+H6ZndkvNdpWCIN14TezoUmwZ9rnKLu4s+V32ekdYaiyi+tjKxkpe2T9KKvSv4EjJabQ2CGf4l8n/7Vm9KglG3pZND1KyGin6k4gpUfEaqZYLSM0ozb39OCQq4URyFpccTYwCqj64XG+cUAIHVOP89uH/yaIS8fANJswtAhRqxk9upSx3PO8XijlcCx7XyOZ4vVDUSif4JVKH5oWZlHyWk4XtuMpB8tI4LgTPJD9VPB8RkvNgvyLZJF7dfzIJM4y2zC0yDk3NEOP8EpxkqbJVnQRLFaOO0UIg4Xp6xkt7Uags6k5jK9gRULjX06ValYUjUSkl5vb07w86ZJ3JAU1cVbg8JHs9zihJ3lr8uPcllzHi3IBFaokVBRDgzd06PSWbuVYzuEJ7btEzVYuiXbyXHYKE4NB7SRdag2LYpvIahO0yE4mtSMkoytIah3ktH6ENPH9IsfcZ4mG2lGqlWLlFIaeQCFx3EmqfgthPc1YcQ9Slqg69QBUhaGniYbaaQ2tYqNYQ9zUKcUmmSxBW2w905Xj2N4MUjpomoWpx2vkMXhXpRz6Z35Yc2FYnMo/AUBzfDUaJmOlvTRHV6IbSQrVYWLhDkrVYIOrbxL1pAdNi9GaWM947qVado7RuO9rxeZAXe7g1a1P0fACHK+A603OSyXXtCixcCczjmBEHD9nbEX91C+EhVAGQgtzUfI9vK21i9sWTPHt0008MwlhHZJWD/ny0TmWtnrMgFYjCwEJrC+cbdG1rGUNpcQkhjKoeNM4XpY3Jz7MM/qj5CsD/PqyML2xMk8/33HOpA/Pm+Z06TmUkvOsehfw+mEYTUjpEQu3UbRHiVltwXjx8w2XBwTu0JtiG7hP5clYi2mXvbyQ/Wxg+Y4uRhMGpeoIphEnYjRTcsdQqspSsZlVmQw5x+fSVo14dhEZ9T4yRNjFS0SsFir2CJnIEtKim0PZbwOgaRYagqvaFXv6F9Mc0uiNCyCBK+Fg1qclrOMrRcLUSZav4VSlyMLkGp7P/SMhs5XF8au4KrKSxXHBy1OQUKkgGUDVZUHOld08X/7mfHDccU4XgiScehiAECZeLcZTygoxU+MpdxdFd5REuJt0ZAlxlWaPd4o/aEnxSbmAr5++ld5IjK9MfIYd+S/UXJyzKFX6EVp4lnBjoGkRfL9A2OokGV5AyRmn4oyhZBBq8Foxn66fZ3Xq7eRllR/kTuFi01d4DE2z+PVDJ/D8PG9K/Ra/3PV7PF0+TmdU47Nj97DCuoobU50sjUtMTefh6WFMZXLKznKJsZonnaeCg6w7QV/pEV62fpfeuM5g2WTCP45SPieME2zWb+RDi0P8Q980p8VBFqv1dMVCRO3FvKVlOTumc8T0VhYnTA5mq0w4Id6xwCG0JITQBLojqYwI7uid5sqW9/O5Y4IH8p9lkVyBqWtM5HcxpR/iDfGPcM/MV+ZZ+JPhBdwYvoEBu8izhS+c0U4+qFk5kon8y2haPZlmliR53jQv5f6ZLu33WJm2KOSGeEk7xDWRtZyWi9A1wQtyB+OlfSxMXME2ax2bmjXskSt5yP6LYMw0Dn0K3y9gEySs2O4EUtW9PwUMo6lhaVayghAmklnPRthqp+qM1Q5Ss6RUKZ9rou/jseJduF4Qs5oM9+DKCnGjg4qcOYf34NWz/ZVyWJC6huHCi6+aNERtpMYjS4J4W3ccFEhfMlrZi+vNUKgEyVMCvRZeIfFlmUR0CYXycX66SWo/O/zIJG5N7C100cID9qfm/DXQq1lkbGVlqBlDA39OMsR+nud3Om5kuLyNBwsHeXIyy41taVwp6A7FGhaUQqWf/TM+Vemzmx1IJWloFzUGg0YqspBxv4SfizKlTXIw+00ACnyYd4Xa+cCSKb7Z38zk5I04uExUXXLaNBnZjK2KTDiHWW5dTVQleKl0N5ow0ITGuHuY1thaJkoHcNwJcqXANB6kWut4fpZEdDm2myNbPFRzu86doEEQ4vXxj3Fzd4TvDuV5jmfYoq7glshVtDddQ8mDQX0r/f4ku4vf5sNtn2RXeYSj9hPYroHrTQFaEOumAtdiU2wlU8VDTJeONczMQzUXqEewYM6V5UBojUwzXQuTr9YTNmrkR9UtJOcLFp2N3dHnuBBbEpvIVwfPIjKuX2o819zPArkTjy9MPlLLfpoT+Fq/Ro8i/TKW0YQQGunIEhZqLdy+aJwFS7P8p5Y8o5MJoiGXhydWMMiTGEY6cAUQbGRK2Y1TpxBmIFXhTTNROUQ4dhFC6vQ5O6g4UyhV5b785/G9PAqP3z95gPc2XYyuhc7RDgGqzjDr0x8gqVJsr2mUBTj3gmSZbYGu1GtmZP3/A56XwwMS4S5aoquZqhzBdrNAzUJntOK440RD3TxY2kW2eor/suAD9BUke6s9uH6ZN0VvZ8wt85z2b9hullF7O/WQ3n6xj/++cBvHiiEShmRbC1zSnODZccXQ+PZGfEyuOsCEd7DhQkpGFtGbCGQSrkx28cXxr/Bh8X40ISi5EksThHUYKEp8pdES1vhe8VFiRiu9mTcSp5ktocXkHJ/nxgNLyEmxu5FIU49piYR6cL3inE1JvSaBm227+WNIKZtYqKM2z3x2lUdqlsEqYauLpbFrsWSYKY7zyzszJITNx5ZEuPuU2/BoeH4Rw2iaY2lXZGLLmKm5a3U9jkBDyjKOl+VK40Mc0U9zoPq1xnPMvuPZECLM4tSN9KpuHil9Cc/LYpktmHqc3+r5BF+ZeZLp8nGWJsNc1eow2tfL49NjXGndhqVpnMx7jJY1OqNQFnnW6ksZ9jRWp3WqU1ey3XsMpXwWpq9h1K6Qd03WpMNsMW7huYkSTxe/xh0L1zHtKszaFpcTM+wtuQyKw2SnN7HLvg9f2uyUKzDR+ZOBH3Jb/CbS9zYR0iVF12DzmmHa0gWa4mWWjfWgch7Plf+NlbE3olCEzWYubUpSmr6ZBbEmvpf9OxakriLvDnNlm+DugSAuUilvziGzTq5m9d6kLNf0VbPz2nFF5u085z/G42NZMuElvCO9jueng9jloZJL3hnE84ukVCsjdpkXJyKoTSPc/dFvkW5KAC5nY27mowaoGgE9Qx5EaGd4bubGc87dMzR+W9yIVD6zunYSgYZC1hKD5t87+F3J+UiUrkXwpc2rJ8ZptfAn1ZDVOvt36u8RHDwEOpoWxOIKdOQZxPlnDSklU1PT/OM/fpYdO1547S+cBz8yiXOFzbCaJNC4CVKHLbOZJfFr2GB1oQtYFPXZNRkMoGiolyVs4lRR8Z3Co4zldjAYWkjn9PvYi+Le3OeZ62d/wnmcjzbfyCOnD+J6U42Mp7rl5eLU+5kWw4wzzFF/gGylD6UcYuHFLNCbmLbh04cyONJnQhtlvbac4/4wLaqNViOK562iGOpimmHGy4HUgOtlGc2/DEhk2MUyEvM2YUOPYxkJipUTFCsDDdIpZfmMk4aPpsXpiYZJGZJbu5I8OLyVp5370FyT1uoKTEKcqjxHItRNxGrmRKnIK/l/rQ20eoadRKHQ9SRhsxlfuUhZPKflTNPipKJLanEOFVy/SCKykGzxEELotMc3oqFz2h7iTMIRnAbrA9xgNjN3duLOJWVVL8eV0fexvXz3HOHUOnETZ4gVg+fncL0oqdBGxv2X5p3IUrHVuF4Zx8thmS04XpZMfBX/uetaBNDVk0NoEOtwWbW5hMy5vPXEMl4uZfBlmcsSH+H61ib+76nPNCQYgmBfDa+WpFGq9vF9+eWzYv6Cfg0W0b7sI/yfmQfP46LUa4G/kiOlhwmbGeYuQsECNX8xEsLi9xf+CoeyLt+e+tOam7e+wP3/E0LoRKxOspVTJMIevnSIWK2U7SFCZgt2TeeqVD1NyEyhlORY3mfKdjH1GGGziYuaDb49VsIyEiyJX8PhmW9jGhk8P89M5SRHilfTHvLZlzN476JJvtrXwiPVx0F5WGYzrpfH8yvBhlrrr7I9zp6ZEte16VzWrHgifyV783lOa8folIu5JNlE0oRtbRpH85Aw4frQWznqD9JXfY7W0AL2V8dYHWqjK2bh+Irr3TfwdeNg4zAGPhV7CCFCvH7NwfNLDGhaDFOLNNadQbkPpVxi4cV4foUhdw+/1vYOYkY7X5k4zCg2I9UNPGl/s3G/ZHQxQuhki3WRbZ/pwh7CVifpyBJ6xGp2FwNrpZRl7st/vjGnZlGXdNEJWW3Y7mTjYNiZ2sqp/BP08xS+X2Rz6qNURRlX2OyfqTKS24FSLs/nxnhHT4wPLrH47LE4EV2n6LlUfDjpFggbbRTUBE85x+nU17J/OsVR1c/NkZsouD5Zv8rSWAxXKh7PDjMthimrKQw9wmOTU3TqSbZmUozkMhzM39twG6q0j+3OcG38o7zoPcAlxs04ssTJUolPHbT4vxcXWLNmjOgbFxB6eYj+F0P0F1xWp97Oodx3WW8u5KAe471N7+fx6TFOqZfZVxxCygpDhRe5MvZBvjNQ4Zn857k2+as8X/1mTSVAJxLqRErvLKv/uaxOk95xtmg3sEPczxK1ju9k95MQTSRVnCecBymUj2MazWyOdrK9cpJFG9fwod+9k672XqSS+Gq++PHs2JqbWFMncX7jc00zUUrOkh8R6BN6fqnxndm7GZh6FF+5DR3LIGnpTIIU/K6uhZDSrc1BxblJlABic/4938sUrMtBfLMpwphYONg4fl0GTNX2NjmHxAV6jwCuX0YILTio/AcTuba2Nv7oj/6Q//W//uTHJnI/MokbcvewzLgMAF1YGFYXbdF19MqF7LWHmaCP3OA2Doj9CGHx9tT7SVoazxVPM1HYByjKdj/3yn9mUfwqolYrRemgagGd2XIfh/VA/2ciP9kQuwRFyGxnQ7iDKbuZknToFb1MxdbzcvaLtecRTNuKS1vAVwIxsYqc41EWBVabPfywej8txjKGKruQyqVi1/ViVMOnb7u5eQQFApLnevnahjx7ghbC4urkr/FC9Vt4fhXXm0TKIvvLUyyzWyl5sCIRY6Z4BT4uK7RuNAHJUJq8lmW0/DzPGF8hGV2KVB5LrMtpUy08WfoXXG8S38+TiG8gVz113v6Qsojt5qi6U7XsvwTFymCQtakkIRGnqvK1QNP5VSfOJi6vbl6uujNkomF+vesT/N3QZ+ZZCQQ6hp6cF5AqhEnVGeao8210PVETaQ0saGEjjSZMynY/nh/cIWl08Y7FI8RjNr6jYaZ8zK4QsuBSHoCrWwtsHH87g+oQg9pxqv7W2m8bpOKr+O3OdxAzFP/16N/j+VkEBr6cH+83S7prp+LzWERWZd7Nem0Z13Tq9JcEf9n/1+QbhLZ+4oRYeBGl6qla2wVyFJ+feBC7Jg3x42od/X8JSjlUnDEsI41CogmDsj0ESja0FoFGBqrj5bi/fD9KSSrOFGvib2akAlviHZzyU1QpAhLXmwzkMPwqE1XB8bzOV6bvYXn8XUxWJUu5iFGerbn3OWvjdP08R7UDFLyLWRircFl0EavTsGP8ItoTBt1R2JIp8dBojKgBS2MelmaSzPWiY3LCe4GQnqTilLnWWkLJU5ys5vBlle70NRTdUWJmK6aIcrW1mb32MPsL32nE3Pqyes7xN2tNPrOSSbARmVo0cA8pr6HddXX4di5tDfP9iRF2TBUoUCZBhiQx/uD4F7BrbSAwWGdczylxgNycBCAIRHjHcjv4zZXX0cbHeCD7V4BfkzmZXTeEsFiXuoMu1c5x7Vjgvq1JVSSiy9imXcHLyThT9jF0rYe3trXzx8f/DKV8DkPjXmOij789vIkbu0xsKlR8nSmR40DlQd7b9EvkbMlM5SSxUBtVUeIx5wGuMW8hbmosSejsmYZv5u/F8QosCV+JRZSwHqeoRimKPFUZ4we5E4FVqCY0HQsvZKJ4kPbExQyIAa4034ohNDRp8FTpy/z+wl/nWF6wZosEQ8dc3UKvN8E7xlr47sBCBiO9PFC5F8tIkrV9xrV+NGlwffT9POR/DimrFEWJXr0FITTyoljT6dNpT23l7fEbeKS8lxMzPwB8dD3JxYk75sXD1ftpurCbZ8M5bHeG58XXEEIjZKYo22ONSh7NsVX0lyqsMXp5z8cvJdOawJUVZolJXU5p9r81zUIXFr60Uag5BE4h0NDQ8GpajfWEPDXHKzZvbuPVyJNW+1zWiJFqaMzW30gTBoawcDUVXCnPZSmc+8yBtdDQQgHdU16NfAnSepppbwolFFVVRCEDgqg8gv18lpjVSaiOiY9HSE/gqiq6sEDyH0TkZi2xra2t/Nqv/eqPTeKEUuq8O7cmwrMLrAjTmtiI7efRtRDZ0nGkLKFpMdKxZVhanPHCywhhsCZxG3kxQcEbxRAhFJLL9esJ6xrfL3ytUYYnFl7MzbH3cEieYtQ7RL58ikiolW3mrbzoPUCudAjDaCIe7kIpn1vj72C0WkVDcEjsZYlawwG1nZnyCTxvBl1PsCZxG62qhXWpBB9aPMN/2xOmqGxesb9PxRkjEenFlw4VZ+IcsV76WX7/88HQ0yxOXkfOH8L28zXXa3DSXpO5kzbZTp92mAhJqhS5PryJnpjGvZODtVI4BwKB4uSbOV19katC7+SkOMUasZRHqt+qlTYRLMm8haw3wHRh9/m6kFRsFflyX2NDsMw2fFmlN3k1OibjziHWGzeyo/TVf5eLLxLq4Q97P8J3x0fYmf1nXm9MgabFaYmvpexOUqycQNeTGFq0kflWtocQwkATFv99yW/QHZGsiJfZctkI1rI43ukiaIJ/vncpv3X4s/iyGmSh1nTBlmVuReJzY3QDq1PwW4f+vEHKg5Jhry33MZsYESwgrcnNXK5fT0/M5J0LytzwwmfPus9F6Y/wgc5u/mf/N+Zl3rYlL6VgD9VO3xcQQNQ04opYRhpPlpHSmZOMUrdSBYt3JNRTK40jiYUXcVHozayJZZiqejxmf68x34KQhgqGkSFkpChV+xqSI7Fw95wSQee3gl2U/giP3eKQzUbYOdZCztU5UdRYGFM0mT47pw1OFz0KvouvJG2hMJYmcKTiiDOORNFBE3vZRd4ZDKpHCI03Rt9Nwgxi6qZtl6aQyVfH/6JhsRJnkKh6O726NtS5rXRhq4uLI2+nRYtzTYfF06Muj9vfpjt0cUMkXNeTCGFg6Ql03TqjfFL93kHbR6yWmsD6/N/JxDfQaa7lA23LqfrQV5B8Y2a25JmuJ3lX5texdME3pr+I403XsrtPNg7jQoTpTV9Hq1xAgihrknE2pBX3DjhMqgIdWgqAk2qII6WHeWvyo7xroeB7A8Ez7PP7+GjHMvKuYLAk2VHt44PtS5EKHAl3Te5krBzIK92W/BC7vWOMugcxhMVK7XKey/8TnaltzFRO8p7ML/Gt/D1cZb2d5/0fcpV5M5uaLX77uqNENyVRBQd3qIpfgVPHmpishPlfBxSP5/4WTYvxZyt+h8Ey9BccFsRNvjz5b5RqFT/m9q0QYf770t/na1N70NBxKHN65lHemP5tUobJmFumw4rxtPsMjl9EEyZVL4vjFUhFenFlBdcvsc68iXFtkGm3j5niAa5I/Sq9VorHnaf44r/9V9raziUDNTtm6pIiuggIT0B66lauwFpmaGF8FYhua3PCTATgy/p8FcwliPX7qhqJgsCDFSKCQlH2Z9A1E02YeH4FQ4/UPEznPkSbeqI2j3RiIomlacQNhSag5Ak8pZj2JgjIoY4vXYQQ6MJCKr9B+EwtiierIETtkCgQQqBhoGPgqApCCDx/LvH9WWD+PB4fH+fNb771Vb9xvrJbr2qJi0V6UUpSqvYRMpt4T/qNPJHv45SzAyWrREML6YluwSREkSkuT3wMG5ucmKJ/5iEMPc2tqV/lGe9R+tU4rW6GK8LvYl/4BcZyO4JKAL6PiYVSEt8vUigX2Bl/BNcrEzI7EELjbfG30RvXaLIU/+P0I8SMVrrVCp4u/DOWEZTV8WovWRZ5YqKLiA73DmVoC0lOOn0siGyhEsmjlGQNG3nMvQu/Fss3ay3xUfXYqteQc5DK4YrQGr468TimEZ8T0C9wsRnWBhnMP4fv5xEijNl1CZNVxdZoN/80/C/UU/mzagjLSLDd/T5le4JELMP14XdyX/UzLEpdy2K5nOecV877HJbZSthIUxBGQ5TZcacQQmeo+BKxcAcJs4tJMYqlJ85D4l5fJYKKPcSXJ/Yz6ux7XdfX792R3IQnbcr2CEGwbBXdyATWmDlShZ6f5U/6/pGQmeKLq9/N/U/2clv7CFrCYGi7xfcHgwlv6nFsWULXwnh+lmMz9wI+k85RbnHeAUqiaXEWpa5lqPgS9quSuBpxbxA4AMVE/mXu4xWMQprdhfeccwKVRJb7h4OT8dz7zVU2v4AAgTsxgKFH8GWVZHQxJXusZnGqk5ZgPNQJsMCg6k6xS36HkriZksiiCbMhdB1Y6st43nTNYiQaZLtYGZjzBPOFgoUI05W6jOHsM+wrfIvP7fot7lw2zKdPFGjXE1i64mRekQnpuFISNgS+MsiEgvXB1ASPVV/kMmMzy1MGz08WWSc24ZobyVOiS8vgK8Xu6jAdNLMwGqY5LEhEFtcI//ky1F9LG2o2Nimwro/Tlb4KS8Q54m1nWfjNvDQp2cPeYFyGYHX4BvZ430Uh6U28gb7cI0j7XHNCNdo+iFlUjT6ohytcF3ozK1ImN7RnOZhL0GRp5JwP8pD6MrY7hu/nua/wrwDY7hiaFqNYGWRh6hpOzTxMoJlns571rEiHOJq3eSk/yfp0M13REEPlSd62UOdPTu9nuLKLzvgmWsMGX+2zSZkm/U6OqlZk16QkE9LY1CzYMxjlcFby3y4aJx6vsql/PY+MbeYbuceDihWiyEX6DQxofaRVlOXpWzmeewgpK3x57C+5JPUB/niDzXcHb2XvdBVPwUM7F7Pp9CSdK6uURw1GJ5J0d2fp0eD2/BKeyAXjYLwKlgZPOvdyQ/lt3BK9g/u8L2EaMYqVk4CGoSfw/Cx/OfAvNEWWsUStI6WFWZVax3UdEbIOvDUZpSoFm92rsX3By1MuiajOocoUZVHkTS2LOZ53OeoP8obQeo7IHgbSrbSIOP1OjtHcdrSzVF/FnJAP2ZhbKJB4NXejQKn6FwNy5jcqNQiMWlyzIUJIfHzmasbVv6cIaXGiIsSMP9kgcr50cDUNiU9gofPRhUVQck3WEhrPBYFFmIiRICvztIZm96eiJ5jxSzh+vYyXBsIMLHRCx1cuwUaoQCkEAlOLotVi9LRaNQeJj1srs6hhnscF/NPE/P1TO7vzXjdelcT9Svv7+G5uDyeqfVSdYT59+v/MIz1XhN/FzR1Rvjh6nDbZyy3tacaq8PcDdwHgyyqWrlGtZtldvotUbBXXWLexXl6KnjZJiQ7aQxbVShMjWqSxqLl+iUXRy0nINAD7q2M0hzoZr4Ivbd4YuYy95QmomVBL1dNoWgRTTzLt9jGp9+CrEG0hhSs1bKeIRTSoeyhgr3qBaKiVnDeFUmcSNnmGyvi5oaTDg5XHEMLgush7GWOGndkvIYTJcOWVwFRd2/h1PYqvIO9IYqZWa0OfNZk7uDyyhLvG/r4REzGtjdIqU7QlLsLH5WX/0XNadOrP7LgTFO0YZ6rKK+Vju6PY7hjZWjmX8xEvQ0/VNK0q6HqipsN2duCpECbHZ+57XZbKud8Zze+sBffWRXR9HL9A2GrDdrO15ITAtO75RWLhDtrDNiXPoO+xEIemMxRcnWPiAJ6fr7kSNERN2LUey5cv9/GoFsS3KVnidGE778r8KvdM/sUZ7TP3FOSfp1WCv7ve5BnJDLMYKO1gQaS3VlS6jv+4+IqfZ6hazEw8siBQYhcahUp/bY7MtTz58zIfFR5KSarOGEZUp0m2Y5ohRFxjpng4sBrU6jEr5WKZrYF1QcnzZLcF/WMaSW6OXMGL9ARuwbzk3453cXUz5BzFiWKVmG7gSkVrRGPPdJlLmqP0xiQHcxp5R3K5uYUVKZ2JqqLFDLPP76NFtbHQaCLvOVRwGVL7KOu9dMhVbEj5bJl6M49xlB8/My7IbA3imIJ3yYgF/GbPYn73xDGesHewQK2iRXRTjq2mVy6kTzvFgsRlnJz5ASezD1IvOi9l8Yy1L7BAT+ZfqXlZonPikQPaud17hkut6zB1ybSr4UjBTd0mmcmP8S9jnwpc57X4r/bUNrrFWkxlcnG0hS8Vd9biZzVyssr38oe5NbmRKyOtFD3F23psluR6mHIUbwitZ0nLRgD6i5IT4hTr5TKihLgldhH3Fp8j6bWxp9BKhiRLkxodi/KE18ZY8J0S3YUQ/yV+Lcfz8NWZ52kxuwE4LI4w4/VzTeLjHBcHyDr9DKj9LO1eyh9tGecbjy5hXw7+8niW62c6uXIqw5ht0lfSGTjQxPUdkgM50RCl/afxe9A0kzdH30EmpPHD0gE+0v5xLE3w6YE/QykHX5ZJx9exRX8jS2NRVqfgqVGPITHFIyOK7kiEtGXQG3Uxhcb/OX2ErD9Ap7+KSXGaojvKp059s+Zp0TmghViUup7V8iKEBrd2NrHbXnSuWddwI9f7ty6BNRvLW1NU0CL4jQxorUawJI5fwtDDhAiTl5PnGLdBzJyjyvh4tJqtTHrTNQubClyYyqt5WgwkMrDGyWrw7zPihTUtjCFCxHWT7kyVbidMxVGMVBUFf5KgrKJRe04TvZatXY+PU0LhykpgzxYmjixhalEcVSUqUni4GFhU/HqogkIiUMqvxc+pc7zjzzde3RJnQElOzfmLP8d/Ds9U7mZ49FoOztyNwGCAbeSqpxobZjq2ghnH5qbIu7jP+QKWHmdl2uLxmSnSoouD2W8zVAuyzZdPNu5brJzgYOUUAoGmRwl0nW5HVwYRs4mD5RmWWi1Uk+/kROVp6kkGzcnNrFCbOC72MVjahi50ViZ8bpdb+Xp2O7owWas2cFIYTDlH59Sqm8uC1bx3PDd0IqFuUlo3HfEV7FLP8e7UdRTFOzlVepao1cJkYV/Dven7RZ6pHCGqkvRVXmy4U5plC89VTjK3ksKp/BMMaIG2jkCjI34RJXM0KBLekNUITvH1oPmQmcLQw41s2vlQtQyp2ZqTZ6JOQlqTm4nqzQwXdtYCs2nUY80W97/OAP1ZAdR6NrGUNvMnaqRhOTGMdLDQKA/DSCOERrEyyF8cNHCUz7p0Bw/nA7dPXKXR9XgjRsf1JklGV9IRWs/RmW+hlM1k4RWEsGhJbGSmdIyS5/Gm1G/xUOFzc9znP8okneuGm2+xrDrDPOH8/Rlt8ou1AJwP55KD+ffdL9CUEmh4soLvl9H1aGCV1aJ4fqEWyhCcrgVBbUbfy2PqcQyrlbyYYQmLOenvJGP00p1az4h/ANOI4fsObdG1lPwJivYIlpGgUAlqKjfHVmNpcTZrW3Ck5IDYywY2sqPah4ZGSyiwEmYsxZKYz2DF4KHSUeJ+mkWyk2kbbDxemiphaDEubfY4VjQ4XZScyPuYmqDoediizJQ2yQl/mITWyowcYLp0hJXxy8iENEo+lLHPcqNqWhwhtNclJK1pMQw90FV0a4lOfeVneWS4l8vN23jBe4jDTPBfe97GgkgrHz90N7pmETVbWZi+kcH8s7Qnt5KvDlCxq2c8RwxdhFiXvpNTzg4K5eNnZE36TJePUvWv43g+ztE87C1M02UkeUOHzpHKx3k+94+AQtMixLQWyuTpVj0MlR08v0hQXSXGoHaSKec4MWMjOQeWxBXblg4zfrCXb/a7PON8lzdU3841HWFGKw7j/lEcYwlZihwo+GwQl3BRJkzCDJQQ9kx5/OOTK3hn/wgdzXnaplPsntEZrbgsNDejK4PNxloMTdAve9nWnGCL2saa5BYeGFL82iPwlh7B4liFyzqK7NwR5aHpYdJWF9vHHI5wjP7yczxhbyCtOmiih1/qXMSXR05xsvosPXGdf5r4Dkr53K+KXGZsplFyTUniRjuLo1HyjuRoXsNXim7RzCvs5KXiGK68jZJn8ldDX2vIWU2LY7TE1rDQ3MwBMcCS9G1s1tdyzBvnaPUJTlYeoCd9DSMjK6g4gRcoIPlGg6wFqK9JdeJWj1+rExYRuBwbpG6WFoT0BFERoaTKQWxh45Pgu/XKEVLaSGwmZGVWDgcNV1XwG2UPAwOGEHqw4woBZ3g4lPIJiTAF32U8F6Yp7OAqQYXZpD5ZO/gJoSOpx+qBK8tomokmDMIihkTiUK4d8gUlOYMmDIQQzC85J2skU0PVkjzm1hH+ecerkrg/6fvbRgHnc6HqDHPQDeQ9FF5DQFLTomhamJniAZ40x+mJX4oQGq6sUPUhqeJMiiGUsufEkp1pwQgsIfWF7VD1USJmhrIzRUv0KhKmxkDlFWxvhrDVhesX2aZdwYA/jSWiDDg5dmWHyU0N8X8X3ciKmQ0kRIj2qIks93LEnZyzgM0v41M3QWtarNbpxhkB+zoVZ4xjzg+IhjqpOBM8pgXBzvFQBxV3ujaRguuVcjg88415p14hTI6LV7CINyoQUHvf1vgGbD9PtnQYX7m8Mf5hStJht3yCtLGASftooJcmDJRymSnsp16oeC6ECJOOrSBbPPiq1rNwrYzZJdo1+FIyKnbTcK04Y4TMFedop/pvzLdaBhvxbDxIXf5DzSFDITNNxa6A0FgVv4X9uXtAaI0yPpoWYVIVOOpv50S+l77swwhh1BI3UvPe5brw27my3eT3c3OsN8olV+knHV3Cw8W7WBS/6ryxF6+FgOjXFxCNeGQRVWdqVtPvVa2SZ7rrf3FwrlI7Py6ECNOZ2kreHqJsjyGVR9hqIRlewHj+FTyZDX6TwMLcHF+NJ22ypaPEo4sRaETMJkxC7FbP4yuXgj9KnmFiRhsVd4ayPcg4EDJTVJ1xKvYIQugsS72JlSylJWSyOq0xVoF8dgW+UJyqPkfVnaKUvJq0amcrHUzYOl8Y209/4RmkdDhmNrMt/A5iwmJSFdg7bTJUMmgJw7FygUltnIuMJXRELFLeOvqcLB2080T+c43xOK4N01+IUfUN9HPEwb0evca51zpnXO94Ofr8CS5NdHCytIKsP8BEFaq+wcrw9ezOf53W0Co8bGLhbireFLY3UytgnmNWHaBIxZvistS1dNNBWyLEjOPy/ZlPUV8PXHea74+P8cXJftaqDbTrCdqjOtvHfJaE0jxfs6pGrFaqKsdI5RWq0Q1U5AxvTf0GSStwQ65K6WjiYhKGoiphU1OO1BaDOxeeZNvLKf583x1kQhpv6p7kyhaL5uil3NNn8dCpe7k1+RF6EwbTtmJJXLF9HDpjBlkH/mJvBx9Zmqc3WmXnVJSQpjHiHKDJWMLB8qNcF3onGS3CZ0bvoSW0gs7pXkwMbFz+e38fv9d9CQAVKtiiwqQNP8j/I6Yep+qMoaLrGOc4Y4Xd7An9Bsu1HvzINr6VfYVc8TAKn0iqmXsm/7TWO8E+Nph9DCd8Gf95bZ7/vjvCw4V/IhldhCFCXGe9lZN2lt1TWTZbb+V0+ARvil/E9wrPMVp8BSse5b8u+h2emppmTJZ5S2sXrnwffz/yNQazjzHIY8QjS2seCkFKb6Gkirh+EV0Lc8ON1zM9PdcY87NHU1MTDz98P0JpDR1FlELTrJrVb5ZQNlk6ZU9nsDrCsBPiyMEj/I///QfnvO/f/dXnaO9qrcXBuezds4dvfvMe+vv7iUTCbN68hffe+UES8VSwFqPw/DJ1eZXZ8AWtJmvy6iXxfh7xqiTutU6GQoRZkn4j/YVn5sVaLUxdwyXaRu7LfYFYuKOWiSPxZZW+gs2A1s9Avk746qfQwrx7B7VXJVIW0bQopeopStU+DD3NimQICbw/83bu8r6KZSS4zng/vlIUtJnApSqP4vlVTCPKzinBEbGbBK10ipWcECeYX9h8bsFyv2ZaDciJ0MIsTlzDsZnvkY6vIVc+WTM3V1HK5eLQWxmLDHKi9ATN0ZV8ovUt7Joq87L5FBP5ncx1Fc0XSnSIiRYus9Yg0968ciBprYuT5aMo5TKYfZLp0HFWRK6nzVhBQU2w0ryGnaKvIXES3LBOgmetRUpVX5PAAVhGgvek303CFJQ8xaP52b6Uslwr1jx733nurjNOLOosohdYDUPmrJhu1R4FfLpT1/DL3Yv4T7n688+6cONEKNmjZEtBO9SJkN8os1VG0+LsVQd4ecSulduaJcmuO82kO4VAcHTmW+d5c510fDW50tF5RMvQ0+haGNsdPWOD9Xlz7A5yIZcplWdn/q6zCNqZkjOB9fL1xRz+fOEn97xKuVS8LIYeCQic2QxAoTp8hrUvsLy7soLnV7CMNDGznfHCbhyvQCa2gMVsZL//Q+JWG1PVY3SEV7E0tJon7H+gNbqasdLeRp8o5eNQ5rYFJofzGjvGXRbETTQED+U/0xjDJ2ceIBldxp8O9tJGL44o43t5krHlXGa+BR3BuMoRIoQuBLoQ5JygfQbsnfRXdtASWcm1oc0kiZAlOJQFWmwzHM89xJaWlSRNQacRyByErS4cLw/IH7vObjyylKozRVdiK0JpvFAc5bLQGsaqS/hGdgfL1NqgPJXVyiK5FAON/ZaNKSJ0Wxcx7O5Dylaq7gyOO47AIG310h0TvKlLZ9ui03x29yLuz8WQskgqtpp8uY9dha8AsCKxlp5wiJAm2OkfYKy0HyHMoPB7+F0Ulc1wNMVQ8SVcP09P1w2sTkFVwlAZqr4iaQqubauwoC0Lhol1ZS8rt/l8/sUT+BXF9MkI7c0FrJjHyME2EuEuFicNlsYlz0/A6bJGWyTwGg2XFY+U9yJObuCOhSVOFW3Cuk7GWMSM388a8wZ2sxuBxibzFsLKxK8ZD6bEFC2qm0eGXf7n6e3cHLkRRzYxUvaR0qHqB4kb/TMPk4mvpyd5OdudfZzKP0E83E1oTu3mujFjU/pjvJL7KkpViYZ6ubpdMVCKcl2nRUn9Epc1J3lkeoTdaj+ni8/wK13/ic6IoORdzL4Zm161misz2zA1yLuKE+zmUu1KThUk6zIaV4feyaPevxIJtXBz5DYsIkT0DFlvHE3oJPQ2Qpr+H07gAKanpwENqYIyk0EMml+Lb52VAUlpzRTcughQED/t1ix5d975PlatWg2AqQVJcW2tHQTeM4eDBw/wqU/9GZsv2cLtt7+b7EyOu7/+VQYHB/nf/+NT+Dg1S6CBEDq6MHH9Yu2XNDhL0+4ngXNJvPxk94J/R9ktwXXJX6PViNAnH5n3iadsFsZNNnm3UxVlpgmynHy/xEtyO8vYxERkIRV7ks74Jiyi8zZareb+04SBqFUMCCoHFJDKYVc2T7sZZUHcoDeyjUPZb5NLXkWTiHGJuZzvll/A8XJBIKNm8JWpr3Jd5N3sUs+zvRTCEhHCVltDFgQCsmIaLbUac7OkQSEZLL9Ee2obHWIF+8XpQA9HSeKRJVyUTDFYitIe6QEFX53eQVXlqLjnzwKtEy+TEC86RxnMP0cjNsFoIiNb2Rp9D3vcBylVR9A0g93ZuxDCxNCTvCFzOQesTsr2aQBWZ26nqKaoyBmmiofQtXDjvV5P/Fq+fJy7+TrXhN7BC/6ToOQcMnKmRg9z9PHmyg4E1pbR/M45m9LsgHX9IvHIUoqVUw0CPZx/gc+KDuq6eHU3k5RFHs9/hkD/ahFVdyooA+NlmVsmTMoip/PP1Go+zg0Un/3v802X+uFhibGNg+Z0LbsuyKBcmLiCFtnFC7nPnvEtnbLv84llOiEtxe17Os+qXFIPAP9FKo3104amRSjb4zjeNJbRhO3NELFaqTgTNXdd4EptS21horAP2w2SF0wjhu3niYU7sd0cYRWnX+wDICFa8cJVQoR5PPdpBAKLKN2xLZx07m+0f1p10ButUvIijFd0WsOw1EnwTH5u//jky0ex3RzDaifdia1YZguuV+Y5dR+6FqJQHSQTXUo7N+BKxaKExkQ1yhvE25EowiIIQk8TI06EFam3cIm5nJfcIxzL/oBJ22ZxIsrKtEGvvJkQcY7OfJe6tiT8aBY5CCotKDzGSnuZ1I6wMfwWfm1Fgetfuo+qO0U21E/C6iJqteAjeab8Vd6a/CgdEYP7S7vYZtzCYXGAIedFetLXs5FLeKJ8D3/St5O3pT6BLbv5q6GvNZ5LKg9djzYO7APaAK3ucgbLLv3FZ2qaoW1cF30/6zNhZuwwx0qTJCMLmCmf4ESxSks4wqqEx/qky3DVoidic9HCMVKrJXgSLANkQKz+/AcrOJ73ee8il1PlEBlL8N7MW8hYUPUFb+72uH8IUpbGFybvI1cLyVHRDXzzdIytrYIpG34w8hyGHmFxookR9wR5b5gpo5lj5cfQhMnG8FtYay6k6vtM+EWa9F5WpjQeGcszJaZ4f9vv8s2Zu+iObaFJdtCtB0krI2qaESNDxZnCN+Yf5gw9zcHyA41DisLn8VHIOvBI6YssiV3NK9MmRZHj2vBG7so9xljZJ+9obG4R7JryWRpOM+O4PFH9FktDV3KJuJwPLIFV6WlemcowwjS/t/ATPDEZ9IeliVrokSKkJYgZOo7/83V4rCc9yMYaPjc2D0oUUAo09FrMnFNzf0JXZzfLly9vJEcE1rcqQgV71N13301PzwJ+4zd+B10PYvBamjr43//3D3n2+ce5/LIrMUUYKSSuX0Qym8wmlYsmzJ/Buv2T748fOyVCiOBEm7Y0ktElREO9jc9CIs6ebIEYYU65LyKEicAgGV3GJnE5PVaiIUy7VK6iRy5A0+I1N2ycqxKfYHHqem5IfJwr4h9GYBAyMrQlt3JR8r24eIy4Je7N7We9vpjO1DaGtJOMqGkOOWNcHH4rnl/A90tcH76ddaGbyVgmvnKpihJpmaEregnt8Y3M6rUEhZSjoU6ECP4WDfWyMnFLEHMmQtze1sMdzZ8kbLUgtDBle4y+gs3lbRZ3LkixLJLkdPYxhNBoCi1lSeYtc1K0dUCg60l0I8nlqV/hRPEJjmTvm7d4h80MJgZJEaYjtJ6m2ArSoUUNIV3Xm+TrE39G2e4P/oZPWMX4wwVbuTX2RnQtTMRq5kczC/vYbg5H+kyVDoHQGoM5HllEPLKEtuSlREO9mEaQwh58PhsXoZTLNu0KUtFljXedHSsWf7z0d/irZXfOEwTWhMGpynPUddvOtFSCwnZnaI1vwPXq7u/5BaR9v8jsua1+JtHP+P8zIWrZTAYdNGEas8KSvixTUTOMaf2cXcNPcoQTaMBgxcIyE+e4d73Ey1z8fC2kP2tIWcF2RzH0ZEPM15c2Ujp4fpZUbEVg5a7005HchFIS04gFuoRmL2EjTchM0azStLGMttAaTBViA5fSTgbLbCYW6aWickw6RwlZbUAwHvYXv8f3BiOsTFSZsh2+Mz7Mt/PfPKeLe3P0XXQntnKxuIgbYh9kVeRGukIbazVewfGLdEYNDE1wuii5L/cFWkIW69IR1mUs1kSaWZOOsjAS5Yb4SjqjOtusVXSmtvLD/Gf4xvRBNAFvim1h2jtJw0Ivq69C4M43j2fdsrY7StjKcELt5D/vVVweegeb4+9jrXkDYZFki3YtKS1MLNQBwP2lXXjKpjMcYqlcRSzcwVXmNjoiFhV7CNeb5IDso+RpdIUvbvzewtBWLH12zA/be3jUfpTOiEUs1A4EmppXd4SZthX9pQofab4RU4vg+0W6IyFMDaYcne8NhXlqTLC+Z5zkch8RMxCpMJRtVLbE4Rea+NzEIwzZJX44GuZIXrBnusrT+UFcCQ8P2+yYNButkzS6WJO4jbDZTNaRCAEvTzr0FxwWx69iQ+hNDDg5frltG7/V+TZ8EchrXBO5g7yW5YQzScYyaNXjxFWKr0wcZnkswU2pxVzbDtdH34+rKqwKt5C2DDQE68PthK0MjjtOsXIC02hBCAshwvynnt/g9syHEbWkm4o9yN2T/8D9uX/g8sgdXBtbxqUtEX5/wXJ2VYaRskKfP0E6pPHSpCRjhci7HmXp4nolCmKaISY5WbLQNclDw7Cv+D2ensyxq/Id7pn8C2zl4+EEKgTYjDtTZOXMa0/QnxnmE7Y6RGO9FEjl4/lFHL+ApcWpx/kBSKUCJQpZxZduI+tWKZ/p6WlOnjzJlVdegabrSOXhS5s161bR1NTEiy/ugJrGnI7esADWXdCzrtVzQeNH20/n4qe/9r+GJe78pj+lHB7N/R3P2Qu4LvJuTpinOWifBhQFf5SnS08RtpppCa8kpCeJ6s2sUeuYUgUenv4auhYGJC+63ydspLk28QlsPK5oSlPxwcv1MiqmSBIsGqYRpWiP0h29hgEmuLWlh6cnBJmoTrk6Tdbtx4yGOZ79AZoWbpTE+n7uMxh6lD0Vg5CZwhYFOvUFFOU4IZFgbeY9HC8+hmnEaAuv4VTuiYaKfEd0AxXyJM0u/lvPZnoiVfZOG1Tt0cYC+sPil3jspMW2yLu5sT3JVZVfZ20iSdGVHLLH6VOzrrWg3Tyujn8UDxmYlhvupJrFyiuxS92HZSTIFg9imS1k5ck57tJ63JkgFl7AezPv5cXyEF88PYVEkoosrAV7zrpxDaMJQwtTdUbO25+GFuGJ8r/W6rmGgwxCoFg5haZFGrp6dWJTL3o/W3pM8HD567REVmImI0wU9tTczkH8wV2TOyl6o433FRh4frYRWzbf8uc3Aus9v8B4TSPP0NM10lbX0gLLbMGXVTw/N0vmhFmLRzxHDF8jENfBMqIcE8fn6GUppKwwmn+Z1anb5rVD/fOjM9/mI0c2IpVHtniuRJL5yT8/DuoJK/VKA/WsNF2P1cIO/j0Lw+utGvCTRGDZ9WUZx7MImWmqziRBNYU2hNCx9BglFbjbQ2YKTRh0J7bSKnsoixl0LURcsxggz+nCdlYk3kizaXHEGWdD7DYmxRAlPxC09fxZS/GtyV/mkibJi9MRHq986YxMb0HIbG+Mnzhh1qoNxEydp5yXWKTW8samLkZCK9hV7ScvJtiVn2ahmeIx+yHWx9/GNe0KU/MZszWOZCV51ydqaDSFtFqGHFymX8ED1knGnAMsja3keA6ycxK5fvTTv05TYn0tzCHoy5niYS5JfYCIMnnXwgh/MzhAXo3SppZhaUEg/Udb3sZA0WOT2MjGFpNvTJ5gQh2nzVzFjV3wwKCcdQl6hzheXM42axXJ9Md5Of81XGyiVnPD+pwvH4XoCh6rvtxIqlLK4YtjB0mqDKfVXrJTmxgv7mVl+m0UXcmCiOKLp4q8VP02v7fgIxwbaWalmCTWbmMBaqiIP+Pxqf1LadYWsTgU55VcjpvaU8SNMPF8B+NVxepUmON5B10Ibu7yaQ1vpr+oCKsoMUOQNAO3t6skb0mtYvvMFGtiGcarMGNL1uuLeVP3r7A4rnhkeAEXt1kI4OWJEU57r5AtHWap+i2aMmG+0J9ln/MQMauN9RmdZ8Zsbu62uGtwtOHW0/Ukph7D9SbR9SQZC7L27Mbfk74eRxYZz79ARJjETUFfQXI4qzhaeQzQOOY+y3RhGcOlXayLvpnNsQ7GigVuiH2QA+wnpqL89cjj3DtyEcsjgoti78RE54rIe3jM+Ws85dBhxbB9cKSirFVx1fnLo/3sUY9DqxmBhIkvbQwtjCedWibvbCyu7eeZa2f64hf/ib/7u78iFAqzatUq3vnOd7Js6Sp8aTM4GLi7e3oWYggLR5Zq+5PFggULGRwcrMmkSHzl1JIqVO1xXm091YnpzVRktmE9/HnDq5K4esmr2X9H50lVKDwqzhjXLLZoyy7lhNmO6+fJVwfoSFyCp2wmKoewjARprYNlyTAiH9Qs3KzfiI/kADuYKh5Cxa8kJ2bYMxNiQAyTE6OMFffQGl9DS/JiLC3OmL2H7qjFulAP4xXFMbEHs7iJpNFFnmG65ULM9DsZdvfRa1zCscqT+NKuxWLprIm+iTFO4CqPtWxjVIzW3kMGVQ9COZLRRRSrw+h6lJKcZKp4iIsSt/OuDX2cGmriEfuZhsssCMafxAj1sNP5PuMTW1lrLOblwiTdepqDlR/SntyKVks6mKmcpCt6CbZ0OSSfnZcsAQHBWBi/nIRqYl/xeyg8wlaGXOlwTdhWoGkRupKXMVk+RGd4Ix9YXORXzBhfPJ7mn0Y/y8b429ld+Cb1xd00Wrgu9kt0RsL86/hfnzf+Zq5b0Pfnxin5SFnBMpvx/cIcN3Ow2M/WUNSoulNUQzlKzjhKVWtESsfQ4wwWdsyLm6x/P5A6KJGKryJbPIRpZGrtIhu/Hw21U6o6gcI9fo2kBfUwHW+aTHwNnl/B8QrYzjimkUQqD1OPEjabkMolVzpKYO3zEeigPFw/z+nic2e0hELKIgdm/o1zT251ThHUM/sRqAkNz2bmJqLLWWRtwxYVjs58+xz3CA5NgfaZU5PK8OhKX0VGLCCrhhnJv/Bjx1AF+NmX/9K0SC2+tULVCWIZk9HF5MsncNwJYqEOlrOFPeYkI7kXiVjthMNppu0TVIwZCvYQITPNEU6yQC5kMtJDlSIHnBFcYXOi9ASpSC8Vd7qmQRfIYmTiG9jWZvLdAZuHCp/H87LznisaWsii6OWEVYxT/k52s51bozcwXLZxVZk7F6QwhWTGFpRElpI3zgG/jwMuFKsDXJV+I3uyOgtjCqkEW1oNKj4czfkcmvEIG4KkqXFDh+Dd2gf40gmXIwUdV3rnlD+py37Mx7nGmY/jFWrzYLbyyK7cv3BT8jfoL2nomBSdMbaELueUHGeaQUZnFjMkDtFML6Xxdo6XH8Pxsryz+yZcqbi8XeO+fBC7Ol3Yzf36Rq6ML+TmeCft/DodYYtXKmkmebnxbPnykYDMzUFODqFpGk16L77yMPQoKdmMbggmHY0TYi9rI7fQHlZ8bzDBL8dLFEsh8gfCHMklCOuSmKHRZLeyNiOIGkkeHyvQHY5y2BviyfxRDBHmNzvewEMjBbZPJjier1JVLhoaSxIa/zZxgnH/KCEtCbnN9Bgppm2PkyWbmzrjDJQE/QUPXRhkLIO/G70PgOXaZSw1LmWn2sv92b+iqn6TTj3JK36FyeIB9kxfx7JkiHsGchS1HBmxgHJ0kkXWNq6ML2K45JIJGdzUkeOPx83GodWWeT7cfAtfkBUezH+GB3K1GGAlMc0m3pT+XS5vCzNlw31oDMpDHJ5+HKUkn+z8AFdam3lqrMJEYS+fWHwdlgb3l1+mWV/MItVb6w1J1gnU3AQaFha2fO2M558VtNp6qGth4iKNRFKgittI7KvXVIVAVSGEJytEIha33Pwm1q7dQCRqMTw8zH333cf//J//gz/8wz9i2bKlVEpBbHY8HsOTdi1LVUfHJBaL09d3Ek9Wkcqdp51naFE8WY9Zl2c8A2iaiUD8BAjc/Pv+JPGqJG7uZmGZbbw99TG+nf3cvM04Gupkz7Rivz2KphmkQsvoMTaioTElBilXB4glLyGpgom2pSVMZeJ6jmoHaFULyFcG8Pwcu7yH2GzcQhWXfnsHumbRHFuFr1y2aNcyzgzLYxsZKNnsKZY45D/FSv0NACxTazlsVOkTh7GIkisdh9QlXBZ+J8fEfsp+F7Zf4EDpB1hmAs9cwSv+M+jSYLKwp2bxmMEgTMWexPNyCAS5Sj/LkjdRpsgvP7SYvOcE6cg1KxS1BbRiD2LoaU54T0AcTlWfY3+NuMW0ZraZ69jaoqGLqyn5gvEKnMplGm0oMMgk1lG2xzmRe4hEpLdB8HzpNMh0Jr6BqNHMe9JX8LLawHF1gFOlKFcvGOHmzihfmW5mhdnGkVArhXIWqOmcOd9lE28JMtPsCTw/i6ZFaU1sZLJ44HVIG9Tqup5TYV41rpHSIa61YRsFZglJJJAWUOeKFasVSxYm+fKpxvMCDbIYjyzlA83v5VChwDGxh6HsE42NKxNfQ7E6TFxvo1tbzoB1mKweoSm0lLcltzFYdHm0+p2aGO+smGx7ahshLc5QfgeWmTirHNP895qPemzm+RCIPtfKcyljzu8KDC1Cm2oloVmc1FONguR11MlOvT88L9gAFqsN9HOIK43LuD90mlJ16Ccq//HThqHHUUrieoHaezTUTqESuKub4+uw/QKHRRAMnomvYqG+CQ2NAWMPS8VmXlEDVOxJHLNCn3aMqGgmrtIcLj+EJ6t43jRVZ6ymFRmnfnov2+N8aewwR7LfO0snUIgQV4TfRZsZpuJJMuo6Wq0IJVfSJwZYpC5iRbzCM5NRJqouA4XnG7I7C9M3ssS6guUpk7awwhBQ8gKpi6wDeddDQ7DbOcoN5lpOlgwuTttsaYny0NQIy8y2s9ooEurB1GPzKn9AXeqlrpI/i8DlnMRx54+DaQp8feYIPXIJEesqXCW5KtlDye3CV5CsxBjSBjkpTuJ402xI3cm2ZskPBhUfXOJzTfT9PJz7SwD2ZP+FA8Um3hj/GFe2h/mX8cMcLz7KmWrz9f/vSl/FHalryDsSV8IeewChNDZH3oVBYA1cnbD5kP0GmkKK8apgqOyjlKBUtXhlOsU/ncoypp2mU/ZyZVMTR3KK3rjgQEGxpUWjfzDN7e03cu/YGF8fHcYXLk/lp1koOlgajXOyJPj6eB8nK09xZfgOJpihI2JhafDD0gGWi2UsiHgcymrETY3xiuRYJU+nsRZDGeyvPsTy8LUNj0NUMzkmB6k6YyxMX8929xXeG9/MS9Vv81vdH2GoJLnPPUizaua27qAvumN5HhxuocJsvdmJ/Ev8s3Kx3VxjX42EeuiJbmXKO8ko03xz3OXj3Qu5yd/AZMWnJ21w19R3+PTQPyOVRya6lLckf42dkwFhnSzsoWiNIKOyNiY88v5oLXxJI6wlMfTweeflzxp1bTohdFw8/Hl7QRDiEpQunCVVQhgsXryCJUtW1bRGJatXreWSTVv4/f/yu3zjG/fwh//tj5F1o0AjUUKCEHjKrrlNg/9pmCAESnloWmiOtAq1350rvxJIpxSZ+Em8/U/gHufGq5K4uRpBrpfnSfcJWmJrGMvtaGzGFWeCr4z/ZWNTqdqj3N51G6fL1ZqZGMbzO6lEp1ln3sT9kzOEibBWbeC6zhDPjX2A79h/Sq50iMc4yqb0h+kNb6NCnhVqFTHdoC1iMFR0qGAwLsaYUqco2+NMxoc56Q+zUlyGKysYWpgSkyjl4gmPvCphiBA3hG/hSecpKvYEUXMxI+I4hcrpWmkOnYgVuK2K/jgtsdWM5INi84YeoaAmcGSRb818E4WiNbmJkNVGe2wDE+VDteQChS/LeH6OEfcAFWeMhelruNrazLht8+3sXexwt7BILmVVIoYrodAoyq6zIf0+NoYWsFcfxselJLIN90SxcgJNiyKExULjYgpiGldCVhQ4nX2Ejx7YzR+Vf4WOsORS8y18O/vFs0hJsXKK592vNYpy1wvFL+MSxvwdrzFEgqLNVWfyHARuLoKqBwPF53HdaWYnwfmDtYNSLRqmkSYe7mKmeBCl/BpRKhEQQ48jhSILw3EOV10S0eWU7TGU8ligb2QilqTojzNjpCm5E+iaxUDuST5X2j1HW28ufMYLu4mG2vFl+Rylh854+znPAgLplwNLntDOGVcVC3U0SNx8oqXIFg9yKJ0mW+o/i8AFbRVY7equQFGL6due+yzg8w2eqrkIIpxdLO/V3KSvVcrpp4t4uAvPr+D5RTQtRsRsImykmCkfZ7p0FMtIEjPbSRkLKMkpCmKKkpzClRUO8wxhqwlf2ozWSilZZoKImSIdWUK+OoDv5QkEnqtBqHLd+uGOcnjmG2c8jU7YaufyyB00mUG2aczUGPMdfBmmIiVNspWyKPM3hzXawpID8gSuN0Mmvh6AFO1cn+pBF3BJpkR/KcLTYxINwVF/iFVGN4YmGC8dIm+uRhcaT02ECOuwt3QvR83MWQeaZHgBU+dwz5+PrNvuTC2hZ+61DrsKX0PJKqc0i6sSn8DFxxTQHdPIWIpkMc5kPkK/t4tYeAF/uqKd/30kS4sW57PHFIPaSC2rNjioe940D+T+Fk38NlGV5KrYhzjADpZxCc/lPjfHoh7l1tjVLIopvKggYSjCUwv5Zv5eVuhXkBNFZrwZDhUWUvRgU8bl4RGTN3fDTCXMrpkkGdPn7Z3NfHPEY1u6iYGiT1NYY8qG1YkEDwxVyYsC/zj+CovZwLiYYLlaxg7/h2S0DAcrhymoUd4Rv4kV+gfojpmkSyE6o4JDMx5rxQp8FPcNBpv0xc06j4+UGdSOk1YdlEWet8Tv5En3Cdakb+fAzNf4wcxfsTzzNnozN/LJ9q3EDMVgGdqi6yi4ioP2GE3mYq5qTvLlkz4rUjotxTB5F1qNKO2py5gqHsLzs+Qrp/G8HCGzgw+1fpyhss0+tZuM0cuh8kMAfH7oWg4V7ydqtbLZexNr9WvY7vwDyegKlrCJHfIpivYob0u+l7bkJUwWD9QSZOaOA5+M0UJVuY015OcB9fXS80v4VGux53Nj0eolvIIY6yDcKNijpQyqPkCQtpZKJ9iwfiO7Xt6FoUVIxJMAFAo14iwEUrpYWoxiMU88HseX1eDeMlhbBcypWBEQzJjejI9H1a8bqn5S4r//QSQu2Ghqj6CqTBT2sT75TpxEsVHLc74VR4DQOFjKMa4NkwovQilJyExRrA5x3HiRXLkfXbOCUlOnIaQn53zf55XcV1mcvpG1rKGqPA7JU6jyIo5VniRqNbNZXI+nuXTGVtOtWiiIRUxpkyyRm0mqKFmKpDPdTPjHcWWFqGgm77rowgShUXYnaQotpSm2kqnSIaR0yJdPoGlhqs4MVWYaxEMpSVgkGSm+QF1ot1Ad4n3NHyET0viGkszUahDWB+hMMdho+mce4m5jJ0sT11F1hjnpPsgJ5fBUMY1pxIOYoNo7Hyk/wgk7guuV+HDbxym4kpP8gLmngUiok63RhXy7sIfvF2Da6wM0HHecPx+8m0XWNg4UvhucOM7YICyzuUEsAlOyi5JFXix9fY5LxscwmgI33hnEq+pMomnWGW7WoL+T0RX40qkVgQfHHUfT4qjGPc7OboVARNgyEswUD+AhqTozBAKOYeLh7lqfxFgUvZwJNcm6UILJqYN43jRhqwvTiDHDCI5fxBAhXGwyZm9tow9OYvNqF85pEymLFCuvlgk4exITc5IU6gvirZn/TL8aZ3f2S2d9c6Z44Ky/mUYLrjeDwmeiePAsN/osaiRLGKAUCoWhJxpyJ8G9MviyzNl1fl9NyqSuhfQfg6AuIehaOBj7XpaqM9OI77NdDyfUhiWihLQ4024freYKmrQFHCs8glIeITOD7c3wic7fpDsq+Kvh7+HJCrY3g9AslPRqRO61Mjx9qs4Ye0NPsdDbxA2JLpbGJcOnLSKGhutKUiKMoTQsXeNIZYYZBghb7fQam9ka7eb+8rPEzMVc0VzBVxovTmkUPZsBbYgVWi9RQ+MJ+2Ucr8CM49ISDpNzFFUdFsQv48TMvbQlLyVfHcD1i/h+viZg+vohlYfQwqA8dC0cuJCVg5QlQKGkx0v2vWwJ3caD+WNEVZzNsQ5WpxQFZwFvjfViavC9QcWO/KdBBe0XCfXw4bZP8mD5OYZyz7AmfTtViryxy2LC7qI1pLjZv5GVCZtPH/0NHsv9NQKDtcl3AvD4iMsu9RK3p67AkZKE0cHOwtf4aPtvknclk7agOwr3DRrkHJf+soWlRYnrwQZ9LK84UH2IQv5SbkuvourD3mzQp4/l/o6u9BUsUGuJEuK21DoeyB3jI8238mDuBNvMdRRZTUgX9MRM9ueK7FPbaaneRNgQjFUr5EQW6UoGvT28NLYYXTNJqGa2RLv5YWWYg94AK9nKXjcwQLQkL8bD5krzEr49MsG6aDMPV55junKcfyoGbuVrox/kU6f/meXR6zkxEWV/9X7eEv8gW1tNWgs3cI9fIluq8uG2T/L90hPcmb6OyapPQdm8O7ONkqdQ0Q38sLybo8VHWBd/GwtEK2nL4O7JfwAUYSONLWzylQEWRLfxg9J3GiEi8xGsARXlINDQf45I3CwC9YD5ch5BNQlDC6EJA8f3GvJVSvm1MW6jCQNNs/D8ElIFCSwKSVd3JwADg/1s2LgRTVj4qopCMjAwwMoVq5gnv4WPL/0akaxbljUypkHMEBwp/kfEDv94eI3s1PkbgmUkuTS6kITRcc6rO1JX0Ja8hGdz/8C0d7JWiwxK9ljNDanhuFOEzSZCepKyPUHJGT/jLpJTuSd4rPx1oppJlSKPVr/D1vDbucy4kVGm6JI9jKqj7GM3GkGt0gPODzmpHaek5VklFtGqL2OrfhOOLPKc9wACja74Zkw9xunsk5Sc8YYArBAGqegSboze2QisTEZXsix8Ff35pxpxXwKdG2MfYLBc5RMrR3lf0zbaQmtIx9dxrkxI15uiqKZq2Zv1U0iWRKg7yIKtceiqM0yp0o/jTfN4+RArUjqp2Kp5bdIe3cAD5WeZLuzhVO4xssUD1AdZoXyM/dm7kTLYEGYFhS1A4LizOkH1rE9Ni+P5eXQtSr3UmJQO6ixRXB+lqud0uep6goTVxa92fIBN6Y8StoIMtdk4uSAJY3aYCcJWF8noSjy/Qou5jO70VVhGGkMPo2kWSlVr8T4GlpEkq4ZoU62MV/yaMCnY7iRle4zhwouE9QymFiVElIRqQtMMoqFOPL84L7t0bmmheoH0uZifiaoIW12APqeu5yxh6k1Y+NT18XQMPc1s/58d9+DLau0e6qy4rHMhsL7UqmMIDaf2HYUXbNbSYX4277mLov+8oOxMUKwGdUyrzjil6lCNyAak3TLSRPQMZX8yyCB3p8n6AxzJ34/rTeH5BUrVPuplpt62YJImczHFcl8w3ueVFno9kEwWXmZYHSbvKI4VNC5Kxyl5Plm/io8iL4ps9x7jlcp3qXpZrou+n0F/Nz0xwc2RK9AF7JyJcLgQoT0iaAuHyKohpv0KO6v9pFUHqyM382TlHr448TVKrkQTgnH7IADj+ReoOiPEauvARP7l85QJO88byGKNsMkagTtTnT/wkhwVL2OpCGEVYaLqkTAkv7k6y+mipCMsubf0KCADQojA0CNc3iqxZZ5MfA3XxJbw210b2JgusibpcqIocCTszoZ4yb0fgExiHW9ML2ZxQtCbsHhL7HKO5qr0xDQuMzazKvlWTA2ubNM4mnM5nJWszWgsiJtMVKE9bBM1JA8Na3hSEbYyLFWL8BU8kx9mn9qOhiAS6mSt2sLGWAum0Cl5iuPFx7gvd5CkTPOSe4R+Nc69hZ3syE2w03uQd6duImMJnrB38Ez+8/R7u7giFsRk9+UeIaqSrDcX8lhlN9eGNjMmj6IhyBUPA4KIlqFJdfBw5UFeKnyFZUmN/7VwG5vDb+Nd6Y/j+UXcWhmro6VH2FX4CrcmPkhbROfvR7czVHZqWpdVvpH7Fh9uvo4ZW3KymqPViLJ9ZorvFB7lyxNfpC/7MDfHf4k7O3q4ozeQB6kfIicKezhceYQVkesZdw+z2LyMWHghQG09m83iBKj4WRwqePz8VR4IKrcE76VrETQRInCzavjKxfGLBOuo3vDWNMZ3TVMum82yf/8+li1bjierNDVlWLJkCdu3bwel1axuGrv37WR6eorNm7egacF+OEvmZstt1f827TqU/SCZ4dxryo+yzszvk5/W934knbiqM8zd2a9Tqg7RmtxCoTpU09cKMFk6WKtrJinao5hGjI2R23gx/0VQkpIzHmTYSRvbzbE4cQ1lNUPZHiEeWYBAo9faihSSgzP38ID/zyxNXEfZmaApHGGPOkiVPBHWMFM+juNOUkyMs1BsourOkAg1M6IO8YR/gOtCb8ZBokmDuNFOyZugWB3G87Kk42toMZfR587g+Q6gUaqO8iBfwnWnEcIiZCTZX/juPPKyJPNmOiMWg2WbLx/rYFuzzYy9gQdKFXLiaDAgagkPSjnEwotIijYGz2D0YS3FbU03YWjwhdF/wPMCt5+uJemQ3Twynq2dsgJEQwu5VL+Ib818hiDw3iYYhLOnhQZxq8XrGUaq8f1zFb2XskIsvLBWhL5WakxVGxme58Z8siDQKHkTLE9IwnoXR+1I48q5gsCzCCZq3Gqn4kzRJNvZYKzkB+oQnj9LFCv2EJbZiuuXKTgjxEMWz3u7GskdSjlIXxKPLqbojZErHWdIuRh6gkiotRYT4dbcjj7xyCLWWjdxit1MFPYgZZmmxEXMFPZTz4htTVzMeP7F4Bkx0LVQkDVptOL6eWLhbgrl4yg8Pn36/zB7SvNrZcsCghHUnp1vnda1MKYex3ZHeXWX9Nnw/WIt0SEgd/VM4PNZ3eZm+RpGCt8v/0Ti5/49ZbgS4R7ylVMIYWDoyRqBC7JtI1ZrTd6miK6FGC/tQxMG0+VjtWoxc10tkoQpWLphmj+ZXssvFV8I2rQuWXPOMTf/RC1EmNXpt3Oy9BQFe4hqRCFEoLH1vL+d4dx2rkr9OsME1VKioTa26TfRHra4tHoDOQeGKjZJK0J/weVTW6fQNMm+iWbe6F7JqK1TcFNM2Yq8o7DFlThUeNrdwUT2ALY7iqbFiYU7KZSPB/Vjf2xtKkW9hN/8dgr+uzWxnsv0KxjzSoxpgyw31/AnA3v4XXkRG5vgX0/PMJ5/pTZXwizK3MISuZIXp7Ta2j7G58onua7wcUarCaZsxV3j/4yuhdA1q5HQkK+c5ljOIWZY9BccFiUsFsRCuBKe8Z4NhJ61pbSGXDY0mXxm7EGixs30xASHspKHR+N0RxQ3d/l8rS9oi9OM0PH/kvfecXJd153n975UOXWOyDkTAEkw55wlUSIlWZYsy5ZkW5azZ7yzO96ZHWts2bJsRUuiciLFnHMACRKBCETOaKBzd3Xlqpfv/vGqE9BgkGVZn93z+fBDdIVXL9577jm/YM3mkmQHDaEOfj56mFXhW7isNcaurIslXTaXx2iPr+XyyFIyIcELY8F3b4qv43jZYoN2E40hwZGix1K5BidZZajwBg+paWpuFiE0dhV+Qj59JVUvy0+y/4btDDPMZmZnrictW1mqd5G1TbZXDgCwKmWypDHHj3ri7HMGmJ+6nhWJBJ3hT7LdPsHe3E/Y7R1HLWu0MJfVDSEezdWLGeYAvRWPp2rP8P7E9fgS8m4IyytxXuRO9IiKI31aQh5fP15ka/VedDVGLNxG1RqmZg9QjZZo05fxx7Pa+R8nV3DSLXBT4vd4yX6Y6a0/SVIkfsMkRgAUNELoaoSqlyUsEqhCoeiNTFTeggV1YKclpcdXv/oVWlqamTNnHrFYlP7+fh577FFs2+ZDH7prIsG76667+cIX/o5/+dd/5oorLiefy/Ozn/+EBQsWcv6GDUF3Y0KcftJ6axIL51P1xqiZKlElTVRtpOpNdk0UEaJZb2TYGeHd2XL9sovq9/a995TECWFQqh6r2zRpgZbTFFjQ1GTBsodpil5GUkbRtTSOM1bHcVSoWkPMTV5JVeboL24mpDdwiXEHndEQj1dfRsjAmzQeauNUbSuaEma73MVgZScAOXGMdHQuEWUtPfkXsEIFFKGxM38PIb2Nrvj5bHReoEtZiUClWy5hu7WXNbH30y8OMVh6k0L1GFLa9QpUGcuvoSgRhBJGSpdCrWdi5R9o/fiUvEHuKx7nQu16Hsgd4NbOdj6zuMxDb1YJGy3UrF6EYhCsHGxUxaBKAUWJIf1Jn8K83cPi9vN5qL+AlG4dg1LA84q8Uvgyp088VauH+5x/mVIl8wgbHVjOGFKOS46Mi9u6E6uczsR5OLLKQGELgY3SdKPxinl8ytX10OuA6wlg/hkx/eZyvTyFSpX/cuIxXK9GuXZ0YltTDcwD0KoB0se0BhmTPhKfFiXJy/bTOF4Ry5mklqdiS3DcKo5XoVw7xWb9VTaoF9Mjn63vf6DFVq4eR+KhKBGS0UVUrCEq5gDLk3dwzHeJh9rIVg7i+RajSj9hUiQis7lYv4Xnqz9CTjkXo+W9E+dH4gbuIFoDqhJCU1uZFTqPE75bP2enl9mDvxUlOpHACWGgKlGuTnyKFekIe/I1nsp/sU4O8RhfCQpUhGLQEFuCJ916O9abcLgIxI2DhdF4CBECfEJ6E43RxfTnN067/tS3PNVS6b3FmZW9yQROBAl2XXh56nc0LTNR3R43tte1JEm9A8erYGgJdCVCoWbU24glXC9O2MiQqx4lEe5CoNAUXUrJ6afoVdHU5EQiKoSG5YHQBJd0D7D0+I3szH8XUNDUxEQlS1GirEl+mGPuGyhCo1g9gevlESLMtck/ZLv38oS486BpkdYN9ju9DNUhIhuLXw9wRfHl3Bi9hZaIiidhuzlEutZFg25QcSQfnSdpaivzxv5OhkydTSOwtzbMeYkWYrqgaEsWim7GvBqXN6/gi7UjBBOTi+NWUJQYvl+ZeP5/2Wtl6M11KyHq1bkgMko3UkJB5Ej7zSQMhYHcDv7HqRy/03glWWWYFak72Vu8H1UJs1as5soujUFz0ijd84q8WP4O+8U6CvbJCZmikN5GQ2I1Y6VduG6BPexHyy2jI6bzJyv7OJFLMVALszu3gSP6MYp2cP9uH7UZKW5ns7KG2fF2ru/weW1EoCuCQVPjJKe4OXozcxIKR4sej1SexPFrNOuL2Fz4N3LKHbT5nXQZceZoUQZqDeQsD9NTmKU1UHRtXqoc43gtIMq8MRClZmeZE7+UbrmC5akNdIajmK5kr3GcfbmfciL3NFMhHwKNnHWcpcZKDjlDnPC3cWHid9lU+jYf2fcEdybv4IjYTEjEuS6+nJ8XnuV9iatZ5s7moJZhX+5elmTez6c75/DAqfKEDNN4y3ytuIykIfB8KIgSfzfndu45NYKDRgiNvzt5kKPlZ2hNrOGP2y5n24jL0jaN/93zb4ECAyqHSyp59xSaEsaSHtdH7iCmpJicOyRlWaVBbaCpsYnR7NkgHL+eaGxoZFxipOaNMZ5EVf0citAZHw+DRbTAr7NHhTCYPXsemza9yjPPPItlmcTjCZYvW8n73/ch5nUvwsfD9AqsWLGav/qLv+HeX/yML37x7wmHI5y7/jzuuvvDCOHhSyaY/9M7JlP/LZHSpyZLJEWGySWhQFeiaAoTecFvSrynJC4VW4Rpj2FoCYaLOwLR27Os0FPxJbTLBRxS9hLSU8TDHSxVLmaP+zxxvY1ufzY6KoPiTSxnjB7Rx95almzlEJYzQkNiJSm1k/mh9fSJw5zIPc28zI1ESLK/8CBNkcUMVd9iQfpGjuQfY5xVYjlDDFR34vo1/LDDHHUdR/wtdMXPJ0s/fbmXmCnTDaQ7zqcv/zISdwrrK7jZNDWJInRsd5gTeh8JP8Ospjw7+1pZwno2+YdIRhfXPU1DgKBUO07ZPEU83M0VoTt4w3+Z0fJeXM/kf/U+Sr5yiLXJj9BKhk3uU+Qrh1DVKLFQ6wSxYbyyNh2nJrDsYajbh5wBsBcKhprgU83ncbIseUT6dSuYt58kbCc7IXT8bkNKm7HSLiKhzjr2K3uGNM14xUCgoWlpTHuAkN7K44WvTktux6NQ2T9R0WxNnocmQsyOGzA2mXQFqycVgUpID5KteLgD0x6jx95CRM8QUYKkouYW8KIOJ/Mv0J7awABjtERXMODbUxw7zsRSeW6RmltEItlvD01rE88Uvl8lHpmPIrSgsuhblGQN0wtzTkOEFyut2M7oFJZvgA1ZkLqVGxMr+MHYQ4x7z04lp0jfnnaOpDRJx1dwXfhWDrh9DKnxM4gS/z7l8cmqjhChiZaOrEu8BO350+8lBc+r1lsTCqoSxZcuvm9zMvccQjHwfIvOyBVUtdHg/kUGyZxv1z2KJ9EduhIhFu5EVYygWiUDuxyt3p1vmFeje+NsTsSXc1P0NkzPZ6PzAjV3jKjexG93tLNp+FaawipaRvCDsYewnAJNoRCLrPMZYTuKEqI9HKJge1iixgXxjzOs9NPhd7HHf4X16lWoQlBxJIqANtnM3ITKsaJHJiQ4XDaYc6KRF4cjFB1JyhD0mfspOc1c1eYwFNN4eUhlth7H8eGa6N0ciZ6iJEcYrOycuJ88r8ovJz8QJM6uV8Woy+o4U56nqszTGNHYXatw3NrECvtu1oRv4/XC1+gNX86n2hazddRnVvIPeTz/j+Q9k/MafV4cTgVaWvVwvTy9+een/bLtjNY/IwEfUxYJqwofnl3GlwJdkQxbKisyGmuVZbRHJIfLOidkD+CxLf9tHD7GB1tmM1B1OFCy2C+2UbT6WB+ejeODrgjmiLVsLf8bIh7cG0V/EF0JkXVHuTQ0j63+ixjEWeauxcJlq3k/pj1MKraIDybvoOL6/Nz8KjmvB10N0Sv3s6U4wHrjFuaIbtpSf4KNx2vFb0yMo1emPsdBsYuoorFcb2WRfxOvu28CkNZn8cPR73BJ5G6q0uJwsUZcaeFIqcplrTFe81ZQtPoYcg6wdXQR6xrivG42Y7sF5iavJGUobLVP8vrQLjQ1Qq68j6j8DJemW3m8eIAdlQcJ6Sl836SR2axMmrw1pvO90TdIhDu4ri3JN4e3scBexxXGDbSk6u4/SjBuBEB9MNQkCSWGImDzc9uoyBo+LgZRfHzSmoEqQBOSkgtZZ5DJRCqY82JqCxFFo+TXcGSNwBg+WJwZajyYY0+beww1FSwg604LrldBVxM0aQkKrkPNz9fH7skqmCcn/cSl9PClNbEfUrrcfPON3HXbb+PhUvOyGGqKtBojqkpGbK8O2Qm2tXL1SlavOSfoKEl/gqU6vi3fd9DUaAAdwudsNlu+b6PqgDde2VZoMSIkNZdhJ4rzNgoFv+54T0lc0OJTsOsCpL4/M3AcoFg9RiW1krwd6I91qiupUCWspZkvV/Gm+xSOWyUaasWXLhdF5rE4NY83htey0X2FoeI23EiNqpGbqJiMOce5RL+J4fhyTuafBSRWZBnRUCeGliCkJlGEQlK0oaDS7rcjpWSNuJStztN1GQs5Q9sl8EwbKu8CJtsyqppkffwjaKgsjKR50+zBCEdZpszmjjnQclE/c54qESKGQKFYPQJIMvEl5CuH8Otg44jewKOFf2FV8i6y4iAfa/oYWyoDHDQKbEi0sadYwnZLXJ38AzojEfbXsuyNBHImUaOJbHnvlP2dYqo+gYM5DYRZJ5MAPFx5rl5lOrMlNi4qO7U6d7pQ7aSkxlQpjMAWbWp1r2b1Eo/MR8qZNbAAFDWKrsYCazP8icRJCCNYIXmT1TuJCxIGC6+jKCEeEvoZ2xNCJx1bhFm3OGvRlzAk96IInaTWSUymMbQ0pj3EidwTAJhekd21h5D4M7aZp4bEDZjBKPUqaHAOprL3To+KeQohNMJ6M7Yzyn7/VfblfP6o7XZsNz9jcjVs72dLoZ3aWRjAcsoqdTzmaOfREdPYVsy/JyzVe4t6+0GeWeU7cxk07jkcJRZurzOIA20/VUsGk1JkMQoKSaOLqN5EodZD2GggrKYZLm2nag2TCHdg+UWqdhZF0SjVgvOpKApSujxePMDn9iZoWVhhZSaEM3YDH5tr8/JIhEbzWsqOz0m7RELz6Y5rtEUkR4qSVn0Jx61X6IqpKCJFt/HXtERUrmq1+PkJjf7KLuYZc+ilyjGxj3OUK9gvdjNLPZeBmo0vJY1GiIN5lwPeKZZoc+mrwqsjaXrKHq0RlYLtc134UhKGwqmqTsERXNHmE1N9qp5Pb0XlXDEX25vDWGw1Txe+XH+OAvufmdvBb399fN9EV5NYzihS2iSjiwOni+h8LjHO5ae5n3C+cRuV0Cj35n/MJ5o/So+4hD3WIPZoKy/aL3Bd+Co0LcWyZJxnBwW6EjCK8+WzPx+KGiUR7iJXnmSir2pQeWUkwcDJOGFV4EkYqHqoAvbnfbJuDVcJ7qGO9CVEZZz/2XMPqhLiUy0f4YboZfwfR7/DT8fuwSgmcD0T2yuxOv0x1oa7KYZuIm2ovFUd4a3qw+gyRETJcDL/DP3iNZLR+bREV7A8soqwopI0BJmQSqO1lDVcxKAcoUHp5rLYpXTENPblq8yOxPhF8eeMi6mnYktJqSFUqbOuSSesSnQF3uhX6E5dymda1/PlwTKbzAeYE7mQ9Yn5XB5Zza4xj9eHTT6QvBwBWJ7kRMXkscrzVK2TvK/hrznq9/Ni+RgJP8MF+i2sSEfZqVzJa7WfkRAf5X/On8efHyvzR23r+K9HvkWjbORgOcTL9iZ68y8gUHls8EKuja2jPSJYlNTYkZUsSCrMjnooIpDY8OrWVjlvrA69YcIztOKPoggd12+kJWaTtwxcf7IKOdmSFYSEGlSefB/fD3xHdTVOiCiNhkqvZZ1RD7G90gTrVNbt03zpUHRdYopOQm1mzCvVPUsnW5qT45ucSObGtxNR0lRlYaICZntFhr1yHbpFHXs/iXGTKPXkUtSPW50yr/l1VYrA+nHmxmWwXwW/WK+immhqhLDi40pBlBgFKlPO1X9uvGvbLYGGEBr/5/y/5L/N+1Ni4bn1ds+4N9z0ycf3qxwoPEzNzmI5BQa8vZxwtzCHNTSoEW6Lv5+GyAJKteOEtRS9VYvnByxG3CrZygEMLc35+s10yQDgL4SOrkQ4IfsxlDjxyDwA+ktb6Iicw2r1ShJKC+cpF06IH26s/ogXi19li/tEoB2HHyQg/vjqYRKMLqU5Ye00ae7uMqL0ckdHhpShMOgfoL+0hWfMB+mparxyfyPfP9rMfvFWUGEROmGjg7HSzmlaQDVnDN+vMsJxFKHxWGUTi/RWVoVu5M3iGBvL9/C7Lb/FA3f10RVTuKmlmeXGtUT0DNeEriUZnTfplCD0wNoFDU1NkYguIBaeha41TVhiITRq9ij/19F/ZqjwOgKlbgczPWcPVp5nr84lo4v5k+7P05a6iKlAy7DeXHfcmM56LNeOTmlpxWlOnsuSzAcn74nxJE062M6k9o6hNQRUcsU4DawfMFt9v0rFHZ5oE4+HohhUrEFqVi+lWi+j7hH0uk/nyeJG+rzd9TbTpD/lWGknjjv6jgncxD771rQWFcyMMRyPgCFYnRBPHivtIql3kH8brciqNcLW8o/rraqZYrz9OhlH7Y0UbR9Lvje/zfcegUDyOM7uTCuy6eH7NWrWSLDSlQExw/dtQnoDZXeIE84WJB5VZxQhFNL6LGpuFk2Nkwh3ElYzuL6F6WRxvRrNiZUYWhLpmyjCoEaR50+2MXY8zG/NH6Y7GmZ3McxA1WdFBtqjKhc2pPmXkwO0hOGa9jEaQoKe6iZSkdm8MDZEa0QlqSuck/EYswMbrRui7yep63T688jQji5UDKIM1GxesR/hkDjCmGPzurcZBQUJNIZgoCYwFEHZ8TlVqxLVBC1haDQ8Lm0uMydqIRHsyAkWJlVWZASqAp70SUbnT5zj4Ny9dxFn36/WKwoOQhjU7CyOM0anWM4xK4/tlri4Oc5yeS7NkaX8KPcgv9N4OedE2rg/902GClt43nqNrsQGLmryCKmS42WJ7ZxZaZj6/IX1Rm6L31q/J8L05V/igYERequSIyWTnOXTX3HRlaBKBNBhxNBlYENYtPo4KfaxIHIFUb2JZ4pHMRSYH7uCSyJ3s8C4BFU1+Js5f8hH2mbTEFJQENi+JEmMBfGrGOE4p/IvcEHqD1if/ATXhu9ghVzFQXGQU94YvRWPb40+wjniYo4px7BEjaiMkzRUhqoeWVFgaVpBUyLMzdxALDwXX7o8U7uXm2Pncn17jteGXIpOsP93ps5jT85joPAGFfM4+/L3cX/xNValTFZmVDqiIbqigUuHoQpmRcNcHb6BrvSVmL7HMXsTe3M/5oj3OqeUPu7JPsTL5Xu4LPJh5iZC3HPU5w/b1lFxg99r1qKkdZ+KO8J41X5QOcWqDFzeXGagJijYLkM1yagdOISME/Nsr1iHNgTJTUptplFtQAiVuJKhMeRRtHVqHtSooqsJdDWJqoTrRAMFUzoMO2MTRIOwkqJRS+DiMGq7eP7pg5pCXG1GynHmqUQRIeIijS5Uyr7FqDtWT+Amk8XxLppab6uOV8eCBSRYshwkoxNtzKD660tnSgIHqmKgCJ2IkppI3oJMTTLuKRvsZfD8IiYJd4G+ZHDelToh0JeTVT7XK3PCLHOiZqEIUW8B/2bEu6zEqSzM3M7vtS3lM1cdwnfgwP1383Pz7zh9chEiXJejCCY+2xlGCIOqHSER7iBCiKSucdIsk1RaMOMr8KTLgmSYo0WTlwr/XN+OwXPFr3Je8hPERBOaGqdFXcSe/H0ko3NpCS9DVQwKlUP013ZQCg1jyCgn5Sh9ci8p0TnR9ilWjxMxWqlavQihszRzJwk/zdbSD99Wx8z3qzTINp4bMBklT0adTSY5G50QPWXJD4f72Z9/sF6RkkSMNj7c8HF+nL2HsNFAoXKIS8N38ab/As3Jc9mgbqASW89r9kPcX95FItLFLHUtEaOZ+QnJpp3dRFT4f3q+j+NVcL0iPy3vQ0oLQ28mFmrjusgtjNg1+pReSnKE3226hH8degTLydVvykBCxLQHiIQ6qXnFicRqJl2zt4ti9SD35t+oO05MXufTTd9nio7k+dy7YiWmp/LH+3+LA+UncdxRqlbPtIqDEAa2m0dT41yf+CRPFr85pTU4aR+WLe85Y6HgeaUJDJrjjjJWGmVqxWpcBie4lvWq3xTiybuL6cSR92JbNf6dMesoQ+rauv7R6Z8SEyKy7yUct8LD5SfIlt56z999NzG9sj4p6ByskMMIFAytgcbYIirOCIXKAcYHZs83Qbqk40upWsMBg8+rIqWP65tUzAH8erLbYw8jpUMsPAfLLSI0BdstBTIDbp7zlN/CDns8Y/8Ljpsjax7mT4/18nX1Vm5cc5y7yzHuPRnlofIj7DYDL9XuWIgedxt7ch1E1QbezFa5M/1xhkyTCjbLkh4+giu7B3niRDujls3KTBjXh7wTISpDpA2dJe5CdKEQ0RqpyQILEmH2lGBIHmWwNgvPh0UpWJSQvDIkOCcTZ3XaC3wtx8CXYVY3aqR1SUIPJoNhUzBi2ZxQjtdldU6rcJ/WOp/pypw+5sbDHYw5IwTeyjlUNcb2/HcAWJa5i8ZQnejgd3Oi/ATfUhP8t66r2VG7ne35b9OXfxEhwozY61gct3mk36xPjtN/S+LRkFhDt7qamqhwXbvP/cV5lKvHAckpsZdypZvV+hwMVWBZPqOOzfqGOEdqRRqVKFURPK9Va4AloSu5pbmdB0d0kPDN/mOU5AhpbTbH/BFW6zcwVJPcW3yUtNaNQYRbo0t4wdpBu1zAQuV8ntD3khJRlqYizI1LftibpV3OZkwZIWcnaNOWMiCHGTB3YTo52uLn0BBqpz2q8uW1Jv+2E1ShYcoCNXsE36+Qji9nZynHKyMZlmUER4o+A+XtjIbWcke3x7zEX7NppMIW9wlML8e3jii8bD/E59pu53tDhxlw9nJD5Ba64ipDNY/3JS9ic2GEhNGOaeco1k4wSzuHi/UbeJUnWZKKcqxkMUyOvblWFiQF8+NXsMXfzsrqeaxVr6a1+RZ+kf8Wx/JP8rq+gleHI4RVH9N3GawJMiEdIZhwIwgW+REcLyAMeVJScEeQuJRlnmEzQ9qAkAIRL0pYVXClpOQLIiJKWeamgPoFQuh4OGRdG+es4vASh8lxVREGabUBS7pUpskqTco3qYoxged0p7hB1bdAIAUSjCtyyrgbjKVuPeGiXoELqnI+HpoSwZMOSB9NCeNJG7XuYxs0R9UpFl8KKgYOAZFqPDEMsHOT+xMknwoWxSkad//58a6SOIHggw3L+PRlhzC6DKTt0xXTSFYX1RlKwcEkogtRlRC+HyhTR0JNFMoHkNKmavViuwW2aP3UuJEd1fuZE7+07vMJj5V2MF8umvjN2emrMYgyS8mQdmMsSyxim9zMlcnPoguVFiPEA+Y+ZqWvooEu+vzdrBAXktA00k6CQQYn2j5SmtTsAQSC9tR5XBZbwHDNZacax+HtBWn31p7kjzp+hydzgxT8PtaJSxgmx47yKKNy3P8wAPqa1iD3DP49qdgifN9hdvpqWowQYyOHUISGlrmGRckILw1WcNxRHC/DfvMJlsSuY+OgxybFIKL6mE4W3y/XyQujgMT1qlStYXrVEmuSKY6WywwUt3JQv5BGbR5j3s7J6yUMOlOXAzDoVd911WmmOJl/fmI18m5D15rorF/Lc1f18TWlnau2TBZ9p+IQxpMpx3VIaBqLkzexN/czxqtPk9dwpqTrbJpoZw9VS6Kr0dM8NM8eTYm15KvHpni8ztRKfPtQhMYD+X87y30209beOVE07f5pzPBfdbxdIjE7fSVh4ixX5nNpq8b+Avxb7UtT9BUdVDVGudY7Rb+sOuMWx9mVvnRoNBZSdPvR1DCq0kqxeoSTcpAhjk5c/4rZB4CmSKILNdLHbc5piPBopZG3Kg8H1mxFF+nbPCE0Hjvps1S5mMWhKI3hKO2RKDVf4vrwSm8bW0ahR/RxkT6fgwUfXSjMioapuD5RVUUVgv/WcQVbRyW6IljBWlQh6K3YGIqCL3W6Ihbv61YZsnR+0eMR0VSWZTR2ZG16KxInIgItuppCTAMpJUcKT9S7GGICI+lPm8TOJtB85mvjNnCG3kJTbAm52jFqXhEQnKPPw/QEDXqIHdaLAAwVtvAzzuWKdAeq/H22Fr4N+Ng+/OCYysbiN+uV9uC3piaXufI+bmq5ibiu8MyApGIOTOj09edfYURrYjS2kCZ3HkuUWfQpvRzP19CUEJdmlhEuLuIwGusSv8UctZGsBWmZJK2GUYXg0eKz7IzHWcFS+kSWgWqUTnUlqtSZr7YigPXifA7Tg0ITmhLhVesB/qTtfXhScGd7K/vyPidqCnkqXBxZQEtE8IUTD+P5VVazjn15iwtbQmjhYOK/QLuGkm8RSzVRkaOkRSeWtBg2Bc9lh9hdexQhFE7WKvzF0WO0+d2cEodIG7PpyT3LQ2xHiDBf6v85qhIiX95HVr2WkTFJQjUYrXlc1tDM/vwFrJh1OT/NbaNTtvKK/QjXhu+g6kps32Ou1sxr1gGeHh5GoNJAFzUP1jXE6Sm5OG6eeGQ2ngzkWv6pfydhJc75+nwOF1wucks0SQMhdGJKAwlNZdCr4fk1SpiM48x832TMH0SINmzfo+SNUJIGYZHAx6Poj06R7ZHoapy54RjHzXI9kTlbiLpzQl3fVDrkvbE6oeNMSIiUDq53poZo/d0pr0+934PujJSBm4MQ9YqZUAlWyAIXC8eroSh6PSGL1LtRAtcfx9vVsXIy2L7pFZhs7U79/9S5L8Ca217xXbJTfz3xtkmcEIGYpFDCLIx76M0KSmOE0mslPj5/FJ8P8S+9/zxhjO77bl0BX9CQWE2xdnLaZKAqYZaHr2e3+QSOm2e2PxtFUyjLLL3lzZz0NzI+qM3xF3FM7OPBwjdoiC7kCvUqcKFMjU4lTUwX3Bq/C09KHircgxAKr2oP41suitCQ+ERCnfWqkUrYaEFKH9sr83q5D0dYtMXX0JN7euYTU2/x1aw+vnTqawGOS1rsSoe5MXoxD5efwfKKNCVW4kmHqjVcx3EJatYoljNCsXqIEzwJSHwE+9xTdIi52G7AlLvIuJ2CXmWuniamK+ysDLMo1ETEaEbKRm5PfpTN7h6O5h5G+ia2dHmj8iMO+HN4X+ImvpV/jvvG/nWiTQnU24Y+GTpIyhSRRIojuUfeYXX/duEhGRdEfHcJh+OOsrP6IMPmx3l62xwGTZ3FsevYnf8RQbl8poTM4ycj/6uuCzRle3Xswtl//72F6469h6RW0KotZUxOyr1I3Dq2cFzm5Z1jnKTy7uPtnBd417/774uz/5ZOmEsji3m9eoKl1lwCHMtUuxoPzysRC8+hZrvvouopcdwyJXdwonI3nkDsyv/otM/6/H7HX7G6aQiApeeM4L0p+FtxEd84uYB20cBb7GKDupZRx+Tl8j0kEtfg+ZLHK2+RKDSSF4PcHF/HfcUXyJb3c0X8k8yKetQ8lRYvxPFSIIVhetBT8tg5BlnLoeaqmNIhJgx2yR28P76BI0XJ5S0OviV4dRhOyAHO02fRW5FUPIc3yzkuVFtJ6AJVwO4xF1UoE1VZgYqhN9WJLMExjxOAZhaFnuneCK6R4+bRCGNoCWoW6Fojn5xv8vRgDMv3KZn9CDRCRgtrkikWJX2yVjNbC3BO6mN0hj1WNmisbvxLXhwqs4fXWcWFLE3FOFo02clW+guv84z5Ahc5l5My1EB4dcrzFA938Kft11Bx4UjBo6+2g1vjH2TYMvnArBynKlFOOJ9idayJhC54JT+EgoLiCfqVPjZE72ZT6Yek4o1YmOziLdYqq+mK63i+ZEXKQ1cMHj/xJOub/pD26BqOF57lkb4wFzR57Mv73Jf/MetCtwKwqzJKUzWB65VoSa7nZet+XK/GgeEN5Dau4IXcAIMc47LQBiyrnZx/gjlqN/2M8s2RR8hXjtCSWMMl2qU8UrwHyxnkmDCm3dNCGESMVlQlRKu+hEWpixgUI6wNdzNqOZiOxyu5N7g5diFhFTZo53DEGUYIlUeK97Aodg0ZGlgYjXBXaBn3Z0Pszf2YrNFBMf5JPAnPmI8RDXXyO01380RpD6W+Bfx192q2jwmKtk/V80hqCUJqCg+XuKZieeP+o0FCFlEzWLIC0q9X7KAqCxhqHJ0whlAJkSAnawQtxiie79T/7RMhjsPbJXH+GUleVElR9qbaVp0+jntTXp+KkZv6+anf8yY+pylRWvUEQ06x7r8a1Ng836lj3oLjdKWFIaK42BNtVU2J4njV07YL0+ez6ZpyILCn4cN/NXPSvzfeNonrSF3AfLmKTeXv86l936Lg/j6f+cgJ3jzYwTkL+lmTzZAam8dYaSdho4WF4Ss4JH0sN4ftlrgs9nFeLI1XIDwsZ4g0cS6NfJDn3G9hCJUOv5MXCoE1jqG3cEH8s+w0H2ZJPAHlZZx0n2G4uIWH9B6ioRYWRBuwPcmLlYMM2LuJaI1cEL2LbfajVKwBdDWOaQ8hEISMFiKhLhoiC6m4I6T1WYxZR7m5pYvnR7PkxKmA3XXGpC74RMsf8FrtCL3WdorVI3SkL6KNRRxzA5uqS/QreVW8RExpYsQ6gGkP1b+rkIx0k/XKZ1RekjJFewQiRiuWk2NWNMyoqbHV3c/J/CbCRoYTMs4l4Q+gC4U33Lc4ng+SzCBBdHFdk2ypyH0yULT2vNMnyKAFuSf/UyBQHJdnUfOfibQwc8ycVGTiq7hAu54n8v94xmc83+QHxwSjXpVDvMotsSvosRdRNvvw/RrT3QZEIO8iNEJaoMw/obU2DQfx6w7JvtzPz0iAp5JDZjYt/1XETAPEr/McnP23DuceZsDcxRrjJooO3F96Ct+rTmElB6vlQIPw3YXr5SnVqOM2lSlM4HEbsmBwDVbfsHmomfjWXnRdZ3M2xff6Blmgt3BdB1zpnMulzXkKtkF130d4pXYvL1UddC1GKLSehGykMSQomqeIR7q4vTsQvPYlhFVI6irzYh69NZXmiMqmwhDzjSb2O70MyAPcGLmGWjVHzZUsTsGefBzLFzxZe56M0o2mwN5SkVYtxoJIlLAKC2IOs+IVBmppFoc0nizY9bPsTmEi16Vq1CiaGsZ5D+suTU0Tj3RxKv9CXeZI4Lg5vrhfJWN4vGg9jOUMEg3NJhOZx1dP/R2XFP8AHRVdy3BZqoO9Rdg6WmVJKsrFzXG2D1ZY1hBjUVJyabOC6V3Ad4+fwy7/JV6VL6B4Op47vbVWqB7jB0NH6XN24fsOlxh3ENUUTjjH+dtdi1iQNEgSxfYlBwoW8/RGABxfkhHz8YQkrGeYrzUz4tRIyhSqJugtO5i+R0c0zFPZoB2ftWyGrD34fo1tpVEub01je5KmyGJGGWaO7GaYQCetNXUeLWIBw4bCxdrljLhVHszvYaWymJPuW9yf/y63JT/OQcufGM9aUxdwceKT7PM38ouxLwJK3Y3GnIAbCGFwd9NfcNzOsy7ZwNf6vhTo8ymXcbxWZmP5HnyvisTj34qbaUmsYTUbKCsFNmg3kFWLnPC3Y6rdHCwOoAod17eIhLpYF34fr5ZPUhAjRLQ0n2q+nZawpH94B4PKbubk7iKkCpKGwqE6uSutRil5DmXXQyKJigRFKoBA4tNuNGDVh2pPShq0BpAw5uVRSOAjCaspTK9QT4wUfM+hpxKm7J0uPSXqwP+pC9rJcUMIDXXCi/SdYmrlbWoVejyxE6d9FhyviqUmkFMwKpoasOKl7yGnMGBtBQRKndQQsGcRSkBaOw1X50t3ymtTj2t8f6bvxyS14D9HeuRtkzjbL9Oqx/jnJX9Eg+GhKy7DW1TGbJ3Hd8+lLWxzR/xmfmj247hletxt6FqUZLib4dJ23pAPTgOFR0OzaAmFOWSN4noFtvgv1jPjICJGI1VRZmnkeoZrLpuqP2F8MrOcQWLhNh6rPMClxq0sEfPQ9RCzaKchpLNPNmHaWeKhNkx7AKFEWBm5hU41Q9rQ2F/LUiBLSEvyWLaXfrmX+aynOT6XfeXH0dXYNKzXzsowB0oPI32bOZnrWKes5nXvNQwlxo7qIHPVZgQqlixzrn4zG7Uf1lfOHiPFrWecSyFC7PNeYVH+Vmr2EN2pS4logkvaNIyRpRxxn0BVQqzXbmBFOsKGRpvPHS0wE/ckaGu8RfAQxesT3iQ4OhFdGJik+zb5Ol5l3I9z/MaLhefy9ws+yr/2HZzBX/LdRUafzdJkmCfyZ77negUezP3jxIr1O6XtCKFN2gKd9jCMi9hWvdK0Y/73SWX8+0JRohhauq7H9+s0nBczyLT8pkSQTJVrRxkND/JMaRDTzaOq8dNYsrIOtg9NaN69U7hentbUBYREgrI3zFhpN9OdKYL7+5v9X0JX/pSq181VncO8POjRRJpBu4LpxdmRlRhKGgXJ5Y0x9gwamGYWRehcFltATBMoInCPsJw820YlaxoUhmo+rRGFcxoFLSGLnbkICxMS128ha/noGNyZvJZnK/tZJS6hNSIIq5K9BRXLl0SUDC1+OzFNMC+S4EitiFmJ4EvJhU2CeMhiblwwUAvgIqeKr57hhCLQ8Lwipm/OuEA4XQVg4rxIm3KtF4Q25b7xeCL/96hqcmKcXRS5ipAMoaZ1dtpPcV3k/Uh8vpt9AIFCREsz17sMVQgWqRfREYXtWYnja7REFC5ujrPEvIm4LohqsEO9mKcrP5qAJ/h+mX35+1iafj/nheazwzxFsZLiDzuXc39fkSNFWJSIkrN8tvov877QtQFBB5+K63BKOcWs8HlsdF9luPwW/3Xu5xioSkzPR7hQdqEgskSMVhpDBnO5kCO+RUbE+Z9H+2mRTbjCokE2kzR0NtVeZ79bQQiFK5uvoebO4ZXaQTrp4lTlDQa13Zyj34gSuYDX3W1I6dORvghdREnLVl4tfqd+DVQgqPBsSP0+x9jOUOF1VDXOhhaFhVYj3xx5ga7khbiYNIY0emsV5iSvYJ6/gKPKIZbIpQAMMkZZZpkVXcym/CNU7RE+2HY920vtnGQf10WuZlCY/OVSwY78bExvNj8c3cOhgs1gVaNqDSCExubyIC1kOCZOcLK2mYr/ITwJNjV86dJhNJB3xo3hNRJqBNuHol9BJ0Rc1fBkMMMaIoJJhShxNAx8NY7tjWsXCir+GDNVyeIijanW6p8NXhufY0JKHGdKe/WdF6FT54TTW5qT7digih2oKozYQ4iJyrZTr+KLAAc4oQdX1z0U9e1JFV/aqEpAshln8wq0gN3rj6suzJSUzdz6jarBYqTqZd/Fcf5q422TuP971nVkbYX3Leoh3mCzdV8nH3uxgbaQwqPlX9AUWkRMpmmLreGTzRv4wsl7WBC5ghP2G7Qk1ta1yYIw9BZ+v+23WZ7y6ekJIYROi7qIkIwwph3GdcfQlQg6Bk2kGfYqqIrBJAjSoGaPYjl5nrS+RUt8BbPlSkKqyk+zX8f3TeLhbgq1kwgRoit5MefFW7i42SNrCxY6zfRXm9hcTrHffI6l4atZl2igPdLIkfCnOVorsdH+OuO2VNuK30dVo2xI/C4RX+e4HMHxa1wVupaIKnjNOsAi1tGkRBnySnVrpbNjmQJc3ig/zv4bvl/jytB6XF/ybL/F3HiIuelr6K+8SUho9FY8XpMG3XI5A3LTjNsLGx00RhdTcUeQ0psCLAffd08DSIvTBn6B5RbIWoImv+2sE0MQZz+mY7lH+afck0yuUKbidaa3TScrNJNmwzOcpfr/fx2edWfDHE2G79e4LvY5NnnPM1LcesZ5aktdzGh5D/57IDu8uxh35Thbuf7XbbM19fgmj/NI8RkSkVnclb6LZ2pb6ck9NeUzQSIaD3fjSxfLeedzJNAw3TwhPRH8XZcaGJe0iRitzIqez8H8I/xw7CGWFC6hK5LmhJtlSBynm0X89FSJZi3KT06VWB7L0BWD9tBqjlpDqKpBst7W3DJiTtyfP8l+my3WVXT4bTh+hLCqsLAxR0T12JKLcaJsMSYrtIgM+0tljpSeoJBYzTnuNZRdQUyHOAK9HOYQb7LYvgJfgoPD6oY0voRjFUnJacL0oDMqyY0enzjq6eSBScu8qbp5p79/evh+FR8LRQmdQZ6ZmigesV7mstD7yYkkjlehI6bx2dgf8lzpMEfKzwfSSNHLWJGyGao1cSDvc7RWIqNESOg623Nljoi9hESc321dwfyEgahMakum4yu4RL8JR/ocq5U4LzaLx6sv81dHjuD6JnekPs2BUoVRkSWqNpI0BH1Vl8cLXyUdW8AssZYRjpMR3VyUvpi3xmzynklKCeNKn6KtsYSFNIXa+dnYv+G4Rc5JfZT9Yjc9uWcJ6c10xs/FkhYlJ0yjPp+M1kITaXorDmFVwcNlYTxGR/gT7LROUqbC9Q0d3Bw6n68Mvsn7k+sRApI67C1pNCbPJVuXaWqKrySrDDGU20JIb2NR7BqKjuBgwSOptPG7rcvYn/c5Wa2xItLKyVqcMiYX6Ku4tFVwz8ksO0s/w/dr3OeOYKgxWhPLeb08wPJwK1VrFg8Wf0bMaOHbR66g7Jpc1xmi6A/QRzO6aGRF6k4aZSNRDFrDBtuqPVStHjzfouo7daKAoOB4mATVtLiSwfMDAeDAUzVgaGYMHwEUTBfHK1NVBSoaMRHFJmAo62qMBjXBqJurz3N1lqfQsLFxTtMEHQ/Ty6MoRh1HVgJUNCWM61c5c+wSdX/UmRQTpieBQQI3/pof+KROs4uU9UQsGCc1JVzHVY+T1Lz6Z4LnP0j4aghFQ6m3WxVhMM76np5EnhlCaDiYxEUCSwnjvYOe6K863qESJyg58ItDs7iuc5jeaohXq9/BKZWR0qZs9tGdupiCfYqvDZcI6WkOVZ5FUTSGzZ1AgKtLRGZTNk/x3ewD/JfI+5gbTvBGJU7Gb+QwW+til9CgzSPux4hpGqNenjXh29jsfJdYuJOKOUBX9DxGnSOBNIHopEqZbf5hfN8mYrSiKDqNsSUUzVPMkku4tt3muitP8sKL3fzguI6uwEXJdlq5kwHG2FMs8UBpO1V3DNMem5Z0SGkSMbrp1OOMOia9/m46lGWYnsdGZzNp0cGm8vdJRueQ0WYzJ3UFJ4sb69WI0yesAOdn2gMoSgyByslalYXxGAlN47HKVlr82fTJrbRHDHbVhnhi5BWaQovoTl/JyfwzE+cyuKl8NkQ+SHcoRntGJanDP/TdN4G9qloDE4O9405nwNWPDtcd478f/ScMLUlguD7z5BBMpHDW5HQag/GdEhlvArOnq0lE3Rf03VScBBod6Uvoy7/ETCDZ9x7vZn8ljxW/VmcpTZ9AhQjToHQz6L32S+zHu0hohAroExXASY0/gaamJtidv56YeV9dL0+uXOBe6dQXEVMjqK4Wq4dQlAjvptUgcSlWj1JVR1AVo447nFwAzIleyF/NmsdfeKspW4Nsqf2Qrx36NCd5i2z5IGa0wBKxgZim8nrue+y0mpFZn5o9hJQO6/SbSBuQteCp0jcQaCxI38zVseXsLhXoikRY3yRo0F0ePN7O5S15io6gj1GubejC8WFLvko01M46cQlGPcfyJaQNyVp1CZsx6ata6EKhU02jCCg5MJoHNaPSYEgOlwSz9PVsSH2A7wz+4wzXUSB9k1CoDQflbXUAda1pijaj9473RLl2gh2hN8hVj3FZ5G5CKnx4zhjXlGexI/9pFiccNo7AwZLBs5V9hGSEKHGqvsb3s/cRM1pYLjfwSvn7/E3pJaR065CM+v4oEWKaRsV12e9vYqDWjUZ4QuDb9n1mRaKcsI5SdgcxPTAUhZXJ9xOVcQbEcVSpI/HZ6u8kax1moXEZVzQl6a1IXi8PsDrchmfGWBa7mbeK97K/9hTzopdxZepzvOk+xRXh1RyvVkjpOkWrn7iSxpEeR7xhct4ARbefbZVGVoRbsUQNH5+dYyZveM9QrJ7gy8VNzEtezVIWsC5+N7e0NrMndy1dMZWYBt8afQnwaYuvocgIjw7F6ROH+FjDRRws+IxaDi9Xf8glfJQjYi+nCi+xJzKbQ9aV7Kjcx7mJ32JAHGW9so6H8v9KXhxjReJ9VF2f/ZUnsZ1hTDvLkrnX8NWhp7B7r2CDchktEZ3XakdYqs7hnEad3WMuT9ZeYq1yKU8RWAZKfDJaa6AZh0Dxk3hqHIkk541iKHHChJCA7Us8KSi7oi7cLBAoaBhUpRkIqIs0qgg+m1TS5PwpIuRIHGmeBeQftEEDOY+AhGAoMRq1KDUvSc4dZvq4otQTr9PHiakVMXHG66oSIiZSFCeIG5MtWV2N1VvC4/7Vp2+7vtgUOh6BJJIjxxmqk0ng1G0aagLHr55GznNwPIc8JuPCwr/OatzbJnEvDjqc32xg+3Agl+aBkx7JSDcjxW0ElRaP4eoeEqFOKvYwEb0BLdzBauVyXnbvCQqZ9dWk9INyf8mB93d7HDM/TEkUyJb2k4jMplg9iE6IuZE4P8t9j9boKi7UzyGS+H0GlUEOmAEOx7QDQ2wrXODy8J0crD6L9ANK/N3pO4hpgnuyj9CixhgyVfRZMeKay0ZnK6s5F00I8rLKvtoTpCPzsNwiaX0WPZUjZxx/uXocJyx5S25EERq7i/ezyy8TCXUhIx6ulw804eIuUa1hyjfPXEnIen99vDT/Uvnb7PDnUbWGmRe7jB65E0/adMYUhs0G3qwe5bbEB7ikRfC3OPTnNyKEwrL0XdjU6KeXN0u7ONe8mataE3QZa+tJnKi3AAcJHsqzsyl9v4zt+gReozN/5rLkpzmuHKgTQH65G1NVA7FX5KTA762Zz7MgpfHlvu/X29gikESxBibOnxAGN6f/hNfcpxkr7aS/MJ4wqcxKX4UitLplzruvgglhBK2/d0luOL3dNR5SmuzL/fRd/+ZU3MV0EO3Uv6dufzrWcVKeRNa9Wn8d1cp3E5Ji5TBho30Gtmzgj6opUVyhnfVcTg0hNFyvfAZrTSBo99sxFMld6et4srSHw7kHOCpO0MICYokm7kiew6Kkz2vD1L1JDwMBbjEaaqeGxdODRd7yX2JZ4jY2ROeQNV1UAZ+ck+DhUy6vDal0xTWOFBzKboZ7swdwhMWRQivdcZ05oRR9ymLmxkKMmIF0SFiFEVMQUhXy5kkiodWc06jjSbA8OFaymB038CTkHEFCh7hM0l+1ApmEOs5qnDSjqXEcN+g6jB/9TM9eUBn26/fD2c7n9HtPVWOkRSc1Pc8O+SqDuaV8cqHOhQv6uOHCEEjJykdC3PhmDz3559C1NN3xCxjCoT28mia/nVcq38dQE1wU/gA7/BcZLW2f+D3HryGl5DDHma2s4aD1Ekv0K1ma+jOeKf4LRzhFupZhzDtOk76A2TFJ2tAJF7vYaw/QJDvJiWGWK3MJa4KdspEbGzt4ZniMoijQLJs4VMujonLC24KULrZb5PLYPISAU+WlHK9WeMN8gLCfIaJmyNJLlDiWqHEOa6mqK7Gkiy/Bosyh3P14mTsDb+16wtztz+KEGGBf5XEWFX6fRSmVg3kXQxXoIsp1qT9DSMFT+X+gB1iWuZudYyYnxCkG3f0IFNpCEdLeOsbCR7GcAm+aP0ZTozSKBItD51FxvQlB7GP2a9zc/iGWpj/N35/8Bq5XZl/OZaxyiJHkGj7T1YGh+ITGFvBoeSuPHNuGqhhY9jCvRgbquqkCDxdTQkoNKrKGKtCEStF1CSlJTC9PRIugiaDBXnTA8f2JKpWGgS4Uym6BuNpElTKeZ6MpoTqzczKhkdJBKCEiamPdSisg6kj8evWtgC9dGtUmogbUPIiqksawi1VuwPSL9WQJzhT9nanqdTqhQBAScSwm9ysoOtTdcOp46gAbNzWBU9HUCG6dDDGe6EnpnPaUnVn8sKf4ZAfP1mS7WOKiKTFUYlgT7eX/+GTubZO4w/IUxcEW8qLEJckOUobPUvNCRsUuAhslQc3qxXHLeH6VitmHqoR5VeknE1vISHFrfTV+EAhwG6+MFlibibAh3cCBQhQ9cSf9HKRYPYiDRUgVrAjfRIUiu52TlJQsEp9oqB1NjUxst2Ie5xn3HuLhDlzfpGb1crxsUpI1rgndyMfmuRytaFR3VuiptrJQrmaT9wThWppWMR/bLeJJi7vSt9EVFfyPys4zJiGJy8OFr/KRps+RCSl8rXIY369gOWMMTgywKvO0DRTECN6M9Gtxmim6IBJqp2YNMFbaiaamafJbuL1pIfflOnF9GPaLRMPd7LROsv9UmLBIoqhRfK9KmUBTrObl6A6tZ1E0zvasw2zZyQE1iRAakVATthMIF78Tpsz3q8HEcRb/xkGln6qXJaS3nhXXNKkNOPMk7XmVAAArJ6sEr7gv0ptdS80eAgRho51vLf0Y/7PnyDSM3lb/tTo2aqq9mMdgZSefbv80Xy9tOQuLb+aQ0v53Sa4E8d4wa4oSJmJ0U66dYGYW1Olx5nvTsVH/WQncmcmEpqa5OfVpwqrKk9UHpjFxBaKu5VdBUxMT3z+bVd94u11Vw7huYVr7WtPSXNwcpzNSJmPEOV56CYB+axe3JT5AypjDmoyHofiEVY1V+nW8RuCg4vs1LCfHfuUFrgjdwTIuZbaRoD0qaI/qFGwouUFr/QX7ZT7kXUnJs/nx6GEiMkZGNnNU9DNWyHBpc5KBkcW0RwUDVclgDZalfC5oNHmiP0rK7uKI1898ZzZJHcYsyeJUiCNFm2MlnzflRs4RF5MRMY6KE8HkOeVcBKLjwd++XyGw8Jt5IsgkVtRdaM5+P8Qjs6lZIxPJieeVOFp+kVnxC8l7p+gUTcSjwyRXCoSh4mdrNKRdbo6v43vmQcq1oxzNPYyiRFmVvIsQOjckPsUBDlP1LWapaxllx8Q+xrRmxhyLHKeoKUXCWhoNjRXpKIeV61ijz2FVg0p2aAlZ7zj91RU4MhDIPS/aSV/VYk/lcZZEFzPmuhTEELvHOtlavZerYx/notYwQyY8VzpMoXiEztRFXBe5gLzts9HeSlgkKVFlbvRi+p3dNDOXksjylvkEcyIX0h3XGaoqjLgeQ6bJsLkHgcpNySVUY4v5Rt//BhT28Dor5AVIfJ6sPkk+ewK33tVIxZYyO3Uum6snARVDbyTrn+BQ5WmaYsu4O3UL2bDP/fnvsiJ6E1eF70RTBENuhU49zromjScGimwxHyQTX8ZVxo1s9/fyVHaA/7k4zb8ONlKsjPGL7N8jcTlsvsjTfXextknnsfI2bk+cx2Xz11BxVf7xxABxGWd1IkVIBImTqkTJuR5xJYoCnHPlOkb+k71TGxoaePrpJ8h7SZq8GDo+qpKh5A0xnUAwHgHTFCCbzfL4449z/Phxenp6sCyLv/mbv2HZsuW4OBPtXCEM9u7Zy89+/iNOnuwhEomwfv167rrrw8RikSnb9ihXxvj5z3/Gli2bqVaqdHfP4bbbb2HdurVvcxTT91MRCmGlCVOW6y1UievVEOpMi653B7l5e2jTzPG2jg1/1j2HQWWQRpniRMlml3WKsqgQNlrqhxSYrfvSDpiFegO+tAnpKdJq94RK/nj4fpWcGGPbmMFb+QrDsoCDTVp0komvot/cQdH2Oei8RE/tDXL040qLqpflUy0f4Q9b38dsZQ2KEgUCFeUmfQEfyHyGlenfwpYuA0oPKUPltdEwj/fW+Pnm+WzOKuioLFcvJ6Y0BqsF36Rqj/JoeROjFlwf/xhd6avOOAdS+mQtG9eX/MWszzIrfQ13NnyelsQaADLx5Zzyd3Es/zQI5Yxj7kpfyZXxT0075boaw9AbaUisIWw0sjCaQFOg4PXxQO4Ab5Z/StU8xe78D9mW/xZHcw8T0jLMylxNX2kLI9X9+NJhqTKHrOnRHNaIqCofavgjYqFW8jMI4wYT6HRf1EB9X0VKsz5AnRkHcveSLe/HcobO+P543Jr+PLOTl834XhBntnmGCq/zeuGrE21c0x7gJydOZ4HaUzxfp5fCbWeYr/R+cUIoN1CTf2++r5Pfm/z36a4QM4d8Rx/VqeF5JarWuBtDXRVciZz9C1Mqkdq0Cu9vXiQis/jALIWLWxTm6hcwdQU97g8rhF5PIsYxLWcjiXj4fqWewAkkHkIYzM5cz8eaP40nYWchxi+yR3HdHF3pq/h404cwlMBs3pWQ0l0WJAVH2cnkQBpUzU0nx7BfYnYowahl4UuYE/VYlvLJ24LZcYO14kIOFKrUcBh2DpCRGa5pbmS53kVeFDE9CAudx4eyHChV2FUo8sYI7MhHaInAcHUPJ90d7M9bbB2xOVyu8M3hn/JY4RsMk+OzLdewOhOhKE3myzmE9OYp52oypjtjzIzFGSvtfEfLtZo1gqGlprwSkMROlF5hkTif27oN9g02MfSGhrW3yBMPdvD04W6SumBB6DJAJRaei6Gleav4Mzabv+AgR4NrLyKsCLWhaZmJrcdEI4eUvahCp8WfTYu6iGGllx/nXyBrH+GYlec7Q/twsLhIu4o38mMMVFzesnp5qrqZgjTRtRgekuPKYXw8HBlYJTWGdI4UfbYWsmT9E2hqnIJ9kufMbbzpHCZFK73VrYwpg7T6LSxQL2C50Y6Kzl2Zj/DHXXNpjwh63QIVakTUwONY4vLlvq9wsmwRj8ymObGaK4wrOSz2MC9xJZ9uuZnOxHkT91Op1sO3B/8RS9SIhNq5JflJRkq78H2Ty43LSBmCnG1hu0VUqbE8YxDTVDZk0iQNlb898UM2VX+CEAot2iJmxTXm+QuYqzbz2UMHsN0Sdzf/FZnECkDgeBVedV/guyO76Mm/wI9zj7G7YPBYr0RB4S3nabKWjyuCRa7n17D9CqqAqMZ/egIHMDYW2LM5XoUhJ5hrLMbH0LOxV4MK2tDQEK+//jrhcJjly5fX3wtSF9c3J6qIe/fu4gv/+3/Q2NjAn//5X/LhD3+E7du38w//8L/x/enzx5e+9I9s2vQaH/rgR/i//up/0dXZzZe+9E/s3LnzXR+TLz3awyqNWhqlTpKYSWZl8ljemaX7yxD53nbG+v1936QhtpA5optlGYNythETm5boCnqsXsbV7+Phbkq1Hjzfrpe3Swyye0bphePWJraPtaELlZiMMCYGqckcCa0NRdfY7O7BdkvYbpGaPcKdDZ/D8n26opImw2fXWANXJD7NC8WvIKXJ0cIztCe6aaaJHd7zlMonedgfpZTt5/bkR3myz6PXzaOhstt5lqvD7+Oo7Kc5uW7CU/QZ0cZs2YkrLTQ1PW1gbEuupSJtXqycorvUyQKWsyyj0Tu8hiGxjVx5NyG9FYCPt/4lr1r7OJx7YOL7GTq4pCXG86VxlwIf2y3heuXAIsob5kS1yrZalgvUK9jPkTMGZl1rYn34do7Kt5ibuJz+2g6KZi+b1S0MV3bT7C2naAfssEAFHqZWTSaz++krgektu7NjxCav48zvP2/eR8U8NeN77xRTgdxbvOcYqxw66ydPX838KjBh04zl39MD9F7K5HLKvgoMvYWrYx/nqeLXJtpoM3/NP0PC4T86Zl4Jjp/3M4/ZUGO8OKTQEhHsKvxkxs9AUK0VQnnHayZQQWgTiZ6hNbCK1axvhI6IxamqQUhG+FDTf+G6DsGcWIWGsMXPexpoDweTQliV/HbDlfyLeQLTDmQRpLSZHb+Y21sbOVGWrG6I0hryGLRUDuR91jdJVqQc5sRDHCnCzwsvkNQ6mBuOMyfq0RJSuFLt4FgZVmTCvDxWIieKWKJGmxej6CioArqjGzhXX8zqBpU3R136ZImPZO7ih9kfMVdtRhPQEZHMMhLsck8EcJMJLcTJsxCEgqIY+N47V9RnPucGmhrFdLJnXFchFJbHMsyN1diejzJm61wdO0VY8Xkjq5DU4TPdHfxJrYv3pz5C2fEY9iqcEHs5lLuflemPck5DhIN5p17BB1DJeT3E1GY2KBexU+6hw59LSnTyJpuYpa8nIg10QixlAc+b97NMv5ox12RAHsB085wTWssq/ToUBAPVHZjWIItTq7kh8SnGLIc94i16Cs+iKCGWpG5jlTaPcxpVDhV8Hi4/wRWRD9Erh+hX+rgksph5CUFuaB5pQ2HjsMfTtafpUJZzwt1Cmutw3Cwd6UsRqOzgDSrmAB9s/RDrG2F3XzNxP8m+nMNAeTtTx1Tp2xwpPoPnV7k/+/eAz+WpP6bHzpPLRnDwSEbnMKYM8UAuS1XmGRzbGTCAQ018ruO3eD1bpEOLsbdQ41Xz5yRCnVhekVR4DuuaFLL9V7M57vJ/dN/BNwf3cnlkOdfHVrGuwef5QY85CY2k1U6jvJlHSz/h9+V1jGPFpPRwfImU702o/T86AgcGD6GlEXK6BtvZSFxLlizj61//OgDbtm1j+/btKHXHBF9Ouir89Kc/oaurmz/547/GJ8DXpdMpvvCFL7B582YuuOACAHbu3MmePXv4/Oc/z7nnnosQOp9e9gcMDJ3ixz/+MWvWrJn4bUXoSOkjcdHVOJ50UYVRd5eAvC2oTDg/vP2Rnz3+fdfobZM4xx1lqJAl0XQF27NVjiuHme8vqt/QENgXedTsoBoS0lO4XrmuJj/zNsu1o2wSj+B4FdaF34fEJ1/rwdATVK1hDC1BZ+xceoovszh5E5oiGHEs3hhW0BVBWFF5svQtQCGkt+FLl8WxJJe2+Ow4EujEXKBexkv6Y2x297DAX0ifOISCiu2WGPWqHKw9y/tSn6BXbADgzdoj7LP6CFo50Wknd6CwhWF1D647xj5U0vGlfDhyO116sl5FkhNtxkcrT1Cxh6fZSu0vP05v9A9YlLqZA7l7ESLEvNhl7Mv9lKHC64DK6+J+uqLncnm7ziP7HznjnEnpMqCcolnOxZMOlpMjFm5nrHYE2xmmv5BHU5N1QWKznlxPToRnrPJ/iZLt20Wl1lPfniAemYeUPhXz+Dt+L4ggQZDSnoatmTnOXo4WShhR91n9zQ6J7QzzRP4feKcHW54lcfqPjJnvi+l4kml+udYgKzoFP+4fOGuFbVwYWcq3E42e8vvSq2sYFtHUCG0RgyMlQUjRaA27nPC20euHmF26jo6IQltjkUVjKZrDJrPbc5yn++RGY5zf+FE+c/hlhotvAnC08BTVxhUAdEdcDpU1TA9CqmDIFAzUDEoOZC0Pyyvh+DWSyQ3kHElYhVeGoD0KXVHJlaKZk+XAdHxhMiAsbBzyaPM7iWkKDw+M8X8vCzNkNvPaCNyV+QiLUgqOHySZTRGVD4bmU0rNZ2NuhM2Fr087CwFcRXuXOo5nOZfSntHVI6S3oSgaNc/nC/t9HArMjyRI6+0UXY05cUHehryjcEP8w4RUgeUJ5uoJmpxzWZpaw9JkjM3ZEhsrP2Qqc/ki7Sq6YjoHi1UuCK3i/bM8fnAMLlcvw/MlQ26FtJ/hTbEVXY0x32jgsD1KgzqbZdqVzE7ovDa2CVfaE7IlL5a+gRDahJXjuF7gfGbxdO1RWqu3E9MVligX82zlexhagiWhK8maLv1Vj8PiCG+MHWOeei5/3HYdnoSC3cV3xx4BJCV7gA8kP0RMF3y18Aa/KN5P2bmDNfocZsVVqi74RZfm5HpMN8/vNt/NxsIAGZkkqui0RnSOV6oMimFuyMxlpOYTUgVLxR0M1zzOb1HZPurzQrRKvnaMdeq1JHW4tDlJyYFmGSGhfozFaY3FCY8XBgX9VcGb/gvYTol/6H+O4cJWbkisoCUMr48qXNgCH7voECOn4vz9rnbmxz+KKiaFcQ01gSKg5v+mYGfHI0jaCt4I04kDUxOZ6WOEMkO/MHBp0CdIFWNjYxw7doyPfOSjqKqG9F2k9Fm5ciWZTIatW7dOJHFbt24lGo2ybt264Nelg8Thkksu4Tvf+Q69vb10dXXVf9tAQFCxlbKeHI8LCwtGnUFmFige/+/dnP9/3xj/rmy3QqpC3qkw11/ITvkKIT2F7QwT8F98NDVMLNwGQFNiJWOVgyjCIBWZRb524gwM0jhGbod4lJjRQlNkMWVvGFUxaAwvxMXC0FK0+i20RVRWNSQ4VPDZVRtCSAXPLRIyWlgduY0WJcmO6iD+UCvnqFfxgv0lXjAfpGINIFCYl15FsbSEN4rfQdeSbKr8kHi4A9PzURAcE/uomCcCq5JwJ+Va0CoQaDQlz+FC9SqOyT4GvL0UzV469JV0hG3Oaw7xi1x0Gg5spiTEdcf4UfYHJMPdrE7/NgAjcjLBEULH0BOU5TCGsrQOlpyeAbtegWF7P8Xq8YmJsmIyQauWMqiAjrP5hBIALmfaFvxyJdszXQpUxgV7hRJG+oHK/iebP0LVlXx74B+Q0mLcUgjqkhyVffi+PaEX914EEiOhrmnEh6nxHyO4+x8ZZ39wBRqqGv81M1AnfztoY+oTWkzT359OlKmYx/mzA1+apgd51m0LHVUJv2MLEOTEcyWEgutLNEXQW1PZesqlWDsJ0ue4fhWzF5RIddskjntUHJ1om8vo0SjRiM28RJnzlEt5jB3BVn2bb49u5JrwRSR1F09q+BIWJmGgFkh/OL4gqSt4no2HTXMYCo6gJeTRElEZrvk0h4MJJ2vbnBA9HBpu5FOzGxlyqiyJJbmkxae93MBl7z+Jl7Npe6Gdh/pinKpIYppgxFQwXYlnCHQFkkRnvreFwtlY45Oh1tX3z3zOx6Edpz8btjPKssyH2Gof5kDhPlQ1AXyCI5UkQ2agSFBxJKMmDLolbupMsa+oYXqSvO2yNBUjpoGNN03aIR1fQUhRuK/4HO1iKS20k9BcRjyTmm/SRgMnlcNIfMrOEC36EuK6Qpubpk/u58K2xXgSNCVKtrhvYrvjz0Bn+goWyzXsYyutYj6vu8/Spa3me9n7WK1dS1yEuKvh94hqghHTZae/jyUsxsdDFTqLjRYeHB5gkd7Cuc0KjcV5tGQW0Wft4IejXyNiNCKlTULvYHlGQ1fgG8NbaJbdfLjxs/SZVV6yvs1P8s+Srx5neexmojSRCQnWNUZ4dXgWL44N0aakeaL4dW5JfZbFKYMFMZuSY7BGu5LDxSt4qzJKXzXGuQ0+r40oPFHdxHrlXA4XXLZnXfoZ5dpIF/nqMTzfpGr1INDYUyiRL5b4ZFc7c6IWkcVhUkWTuQmBX8cVdkfaqLngS4mhBGIivykxOab4E/PTVPbpZFI2VX1g6mgzvWKlK9EJfbre3iDhnztr0RT3hiC6u7s5dWqyU9TfN0hnZzfKadnhrFmzJrYVJHES16sQVjP4ildn8EoMNU5MRKlKE9sv1QkUCroarbdSAy27WeFmBu0aljczVOlXFW+LiQtCssca5L8sTKELlWx5/wTrS0oTRY3i+TbF6glMe4xc5XBQdvSrlK1BQlqKs5ULK+ZxiuYp5sllrFIux7RH6ck9jekXuCZ6Ny4+ews1NCF5xdzH0lAL++3nEEoY0x6iVxzgli6dLqWR+0sP8Wr1x0RCXbSGluN5FYq1E6gCNqQbuTL5WUJ6Cs8rs1C9iJP+KMPKEKfyLzC+8h1P4IKjdlkkzufSNp07m+fiSRfbGabP3smXDnr81yPfmqDWCzQy8VWoahIIhHSnHnPV6sH08rTIJlR0BovbUJQoihInpDfQoi+hP/8KX+07kyELgoWZOwhr6WlUbtcrnFH5EKioahIpfZLR+QRJtnYavuaXjelsQU1NTCRnvl+u4xQ93izkua/44MS+xaPj50Llv3ZdQWt8NX8660/rbKop+143J367sJx83Zbr/9uhaWk+1PgHdfeCX29Mb7mpE6/O9P54BEnCTEDe6RR9Kc13kcBND9POss3sQQIDNclJOYjnVbk28XvEdAVd9VEzGhfNHiCseYwejaKqPocHGzlRijPmV4gYrRP7PlTawYqMIGdrHC95hFWYFQ0Yqikt8A89UilTtXpxvAqGMnkUixI+qxoEgzXBcM1nUTJCk99GnzhEg+GyJJ7gkcqLHKuo3NqZo7zH5tDraV4aiaEL6CnblOtVvd2VMYZrgeT1jZ1RPtr4CTLx5dOO3XhbPOT4XnkzSjwoSpyG2CIUZTq2TgiDaLibS2PzyHrHiYQ6aar/ri4klgcRFcqOz75KjmY1jipAV+BU2aElrONLSXtEoiBIRYPnWFWTXBW6hZCqkFG6yYl+jll5vnJQw0eSF0MIoMtfAEC+vJ+8d4pDlRKm77JIruWJ/jLPDJQZLu0845gaEmsoO4OcUI5wvnIxApUbozeSo58N2k0ArEhHOGGWeKj8IjXPw8ViB2+wRC7mj1pvIGc73N7SzupGFccXtPvd6DLEf5t1NxfGfotS9RhCGCyVa2gL+/RWJH2lLXSKRoZMk93yNTyvxFDhdYRQuLmpg6ShckGjzW2LT/KROTZ3trfSEg7GqK3+Zl4fK/CDY4KHRnsoOtAeFVRFmYuaPPKOwqFKid9puoiPzwtcK56rfI/Lkl28kBsgEmpGCI3W1AVoWppBZZCyyKMLSc7W+MH3OvnGm/PoDLs0GkEiVHODZC5jgOP/uuv4bx+aEp4ypgQLQqb8JeXUBf34niv1/6aOJ8H7dt0fGBRKpWAuDkWD7QdjZ/BePB6nXJ5cyBRLBWKx6R03gHg8WPRMfjaoppkTvtkKitBJKFGimsCf4uCgqzGixCf+ltKn4lLXnRs/jv+Y1vbbzhKG3oLtDNMoU7wwbPCa/VMSkW6K1aOoapyI0UjF7CNiNOL5CRShYdpDEwO1aU/1JpspBKbdzxvcS1N0KanYAvLl/VheiadrP+CmxG8z5FbIWhGuji2nPSJoshdzTebDPFt7k1HzIL21S1jVYLAzO4uy2c+KyK2ovjrBjPtG/7/SmjiHBtHFPONC9tpZPOFxyt/FGnEp+8/AowQRC8/lKDv56mCGvHsK16/RlFjL7zXfzMO5o1jOEIoSoSN5ARfrG7g/982Jcn881EbVPDUx4SlKlELlEFtj0K2dE9hOiRBS1jDtMofsXwCQl31nCHwqSox2v5uUaKQWHaNUOz6lQiJQlBi+H7CDAaKhVppDS+jy5/Gq+FZgPvxLPckCXWvElzaeV5wAjwah1q/x5CQ9DvR/tfCvTP6gnEj4dS3DD3uHGTMP06tfiO9PGiwDE1XEiV+fgcH43qptM8t3jBMXfh1OEL/sb8XCbTxQ+P67kuT4j4mz+du+l3jvbZyZ2vyebxKWUZYmPV4fUWiUDVyW/DSrG8J0RSUNjRWUuE7TeT6nnoB9w43MTRW5vzfOD3OPsEq5PHgerR6EMNC1OLqA10ZV4nogsXC8orMk6ZHQPPKWICx0YuFZ2G4Jx4eYBnsKKp6EtRkXT6rYvkJv2WFeOMksfwM78yqm59Ms5tIS8jlViWEe0fjqwSjb3H38dfdizmtUOFEVPDNQZlk0Q1dMkNAk3VGHE2UDyykwtV1tOUNnhT4EFe7xdvt03USBhu+XGS1NskZVNUk83MkG7SZ2yI08U3mLteIyjKjKW+wi4utsHgXb92gIqYzYwbOXNjS+1NNPG4006AZlx6fmCmoxlXNSKTb1BxWQZGQOyzM6x0set6aXMFj1qbk+B7xTdIo2loVXk7M8Nhd/UicjSYaLmxlmG/HIHK6LfpA3/V305J6pH9fkkUZCnVyqX09nVOfxypvsYT9D1h52FU6Rji1hu/IyFWuY3aMpbozewgear+BQEZ4b3E53/AIubQ3z9EAJQwQOBW2GT8ERAdlNn8V9A0MMieMoSoi25HrCQuOfeg9xqPAEc1JXkPNrHGQLc8VaRngTSSBfsStrs8l7nsqxq9kyNoeKC2kDhk2HDfGP8Zb9NE3hDZi+hyNsig7Mjkk2ROdwoBRUYX9vXpQvHxth80iMvWIHvm9j+5LdlUeZH78CJ2Rxd+MKTkWuYlZcoSPi88Kg5PHKfZRrPfx261+yLuPw4nCEbq/IqDNITG3C9VUs6WLz6xWefbtwfROBgqxX3wI8W5CkKUKfIjcyiZWLq80oCGpU6l6n4zE1yZsiRSSC7o6cZteoIMT0BHDqn5MOEFNDoAgDVQls0AQCKQS+dDAUQckZ339RP7YaljI1nfIYdYbQlNAU2ZP/mHjbJO4POj7NT/LPcltXlGELOkPnMOjsY9zPsiE0n3LtFAm9A8svYs/Iyni7DCKg9Zt2PzklxILwpYi4wiL1InbxMK+6L3FX6hpSBkQ1QUyTXGqsJWu63JpYzw+dXuIaDJuBKbfnlcmLIa6IrGZJ+K/YZO/haO4R+vIv0lcfHBUlyv7aU1jOGC8qR88yWamsCd2Ei0e7SPEqfcT0VrrEUmwfdBmaSHAWyVU8Xrl3mszFUOGNacctfZt5mZuQ+JywgvfklBtWiBBXJD/D4nict+QqXit8PVilCC1YTSN4s/D94IKpySm/paAqYXw/EF829BYaQvNJymYa1MgvceMEnpdBgmlxXuwujvBm/Xim3uSTrgyTIWd4bTIcN8ebpR8ifZufjXzhbb4fnJN4pHsiAZwphDCgDjidKeZlbuTPOtfwtyefYbi4ecqv/PpsvCQeAvU9YxBLtZPTBFT//xIzniPp4ggHBTBUmB2JcUEzhBSP5pBDYqWKMr8F2TvGnNYxeo93sjubYXnK5/raTfTaZapO/XmRPqY1yKZhD0MVlBwP2/eZGw9RdBSqnsKCpKA9GuaFXovW+GoAbD9Q7z9RlhwoabSHfY6XbI5ykhazlRXJBCfLPntrI6hCJ6H51DyFkqPxlPk4CgqvjSyhaAt0xeOkcoJBM4KhzmNWTPBG1sD1JboWZcLYsn5GznbfnO7AMhW2IM94FlUuiH+cueEEcV3hYKWR3vJm4rE0q4wuHKvKVe1RNo84dMZ0GkPQFg7TEIpRdSUXxTt5sXKEst1MWZQ5bL5Ir30rg0rfBFTG8y1eH6lgCJWs5bAwGSYdUjheDLOPXZjVZZxSjtc9Yac+6x7l2jGe9H8yzfZwPBLRBVwfuRPT91iUhMcrECJKQ2g+lVoPZbOf+Ykr+VjbDRwp2jxjPsOLfRGKVh8hPYWKzk8He+mTu7khfB1/uP4YA8NJDhWSSIKW44pIM4lalGK0n6VyPXvFPo7lHqMhsZr3pc7hpfwAn2u5hu1ZBz/1SQx04oQp+zYfTt/ApsIQj568n99r+wyPjg6gIFgdbeWK6N18e/QFTC+P7ZT4kbufxYWLaBAx/mpVnvZ5RUZ6Yrw41MEHuk02jl7Ez0WKn+Yf5NLoR7i5PUpC8/nFSRNDUbg2ofDnx1+nSy7hytD7ebj6v/n+0N/zonUlAoVrlCtQhI4uVDwpcbHPwpT8z4mQkqhXtSYxcHq9k+dPq7yOa75pRFUV15cIKeoOTpPZVwAjCO75RCJweRmvyE2NcrlEPJ5AVaJ4vjlRmVOUMCERp+YF0jHjFbjxipzEx68nd26dvBBRM3Wkm4fn2/XKYsANMKcw8IP99NFEmKSSYswdmrJHv9r66NsmcUNVj6J5itdHfOYnVUbdI6T1WRCHfHkvg+WdGFqa4cpubGcYTU3z3lbgdcNnJU4i1MkCtYPlehdCwI6qS9E8xXPKUULFCOfH23mlcoxu2cFhcYjRwhwq1iCPDOQpiBxhYuhamsHqW5zwF9IdifL+9Go2+l28Wb2PTHQ+jl8jrCbJ13oA5ax6YULo7LKf5NLQ++n1s4TVDC3MJSqjFGzJfLWVi9o+Q3tU8PDQEJoSYXrFcfIitSTPR1NCDJl7cL0aTdGlU5IThWWZD7Ivdy87/Rc5V7+VAaWHwC9SJR7uZJVyGVudxyaqb1OTRUNvxNAS9ZWtguPmKTi9rNHXEFKUaQnq2RKJpsRa8tVjE4rvQhhEjFZqVh+vFb46sZ+/Cm2yqfiucSulmcDwihLj91vu5ke5F6ZZtwWhoigRfrvl81ie5Ccj/88Z39e1JjyCQWGJ2IAdr5Av7/ml9nn6eXtvdlcfbv6vPFl7lEL1WB0z+O7i3wNm/02O031+J9r80p/QQTz9HpV4HHde5+FTt3PHLJgTq5IOWWzLZkjowTV2t/chbZ9IGnbmDW7vyjEPyBhxfnQswnnGrbxQ+xKRUCeuX2PEqZF1x5irtLMyE2ZPTrIoBW9lJSsyoCuC1ZHbKIsiZTdoS/WUXDwpcXwVxw+q5RdHFtAVCxaXzw/YVJUyGb+RHTmN1ghkbZW42sI5Yi03dLi8PmpwvOSQkA0s1FqCGoQIKn09JY+Y3kxLZuk0dvu7C3la9Wry30KEWZX6EMOin4IVIWrGKfr92G6eE84WFqgdXBW6hHuGDnCusRBDgVMVSb9ZY6N9gFsT6ynZPovEbMKGiuPHsCMbeCX3FU7Hs4YVjcvbDB7vL/PzwibaxCIO1p7BtAY5yfOcfQyRUxI4lXHoRmf6Cm6MXkxSFzhSI2vDpcZaBswaMXU2vcqrOO4oB3L3k/cvIF87RjTUgu2USYVmkasd4xx1ESlDRdLJptoxPv5UFzvkNpqYTZw4o5aNoShs957FtMe4Yk6cpbU1fCX3KLZbYl/eZIHewr3DPcwSbdzY3MrsqEfJVcjagowh+UXxEIrQKDmSvZXHUJUQV2V+m+GaRBEKt8dv51itxHb7MXZ4D3Jh5EO0dpfQW1QanSp/33iUzQc7+cCsMRbGl/J0/1Ku6YBhS6D5CjFVY15S48l+n5hoJC1jPJL/5+C6S4ee3NOoaoKQ+C+k1QY8CR4+4rQq1X92hDCI6a3kvQK+dEgojShCgAJ573QNUoGuRPGkJO/n8H0HTQkTVlIT70/+X9DZ2QkEeLZVq1ZN29KpUydZtGgRvgy20dXVxZYtW4nLFEIo9VqlnMDNjePhpHTwpENQLAnh+Sa2rFBxA4iAQCGsJLFldZod2dR72JEmihLm9CIF9d/8VcTbJnE/y34J6ds8VnmADdZNLFYu5IJUAxtzs9kbqTE7vIEj5edxnLGJ1usvE0IoFM1TbIvuoObkOFe5jHXRO9levZ8FdPOy+xidlZsoyEFCRFirLCdsCLbbCTaVvk178nzWcC5+/Bqa/WbOb4zz1Fg/F2jtdGhJ3lJj+NJlg3otpxjAD/tU68ynmSLA7tToY4iD1YDJ+pKzkQ3qRTxd3cyNsfN5qXKMa9X59In9fLLpdv6xvG/KBKROECVKVh8fbfwEY6rLg7kvM1LZWz9mnZbkOnpqb9CQWEmxeoKtYyUSIsDBGHoji0JXsKn6c8JGA+enfo8d1funneN58cvJ+aeomH0gXaQMsImP8hUUMa6bNu4XN/OK/sbojeQ0h8fyX0bKwE9y3EEhuMl+Vb6gp4vX1hCoJKILz6i4+X6Ffzr5T6hKmKk3vEDjd9r/mlHT5cHyQ4Hh92kh0Phsx2dZ3+AxO1rh9/+2yNe+dQef27ufRHQeFXPgPbVlp5+39/bQPVb5BWWz75cgXfzmDLy/ypjU1gvurWCREQDzAyjCTPeZpFDZz5NuiUvsT6CKCGHVw/YFS7tH8LIeviNRdMGp42numjPCq0ONvH/FCV4fTbOyQZDUDXbLwP9SVaL0K300+i0kdJWeskdXTGV/PkhIjpdF4DGpFOlzdiGYT1iF2QmNgarHiVqZYzVJqxZjcQpSuk/eEQyTY1/+Ps5LfpKYDqtSNb53zKC/tIX/tXI9IcVjb6FGWziEWlPpdYqE1DSuL/jR6B6ujS3nNi5jqOpyyuiYkVX69hHcM7rWNKGdGDbaaYgu4IELDO4/Ppt/6H8Syy1yoXEr6aabUIDnrOewzCKK0NkpQ6z0ZzEnobKnYmHLMrYnmZNQoKRh+5K3/BOsN+ZzUI1Na/cXqwc5EDrMiYEYh2vPY9r9DHL6AuzdhMc4aapLLmFtg+RHp3IckptZKS7mmrYE0XKUTEiwV16Pisap2lY+0XglD+e6uTqxkKNFk45oiJ9aJ+lzyrRF0/ww9whz1PU4+LjSYonRzlZ3D5sKzwIKEaOZ1tgqNo9YnJD9zM/cRkI2stV/EWl6jFUOMBBfiTlyMZVMjOMlhyvaNN7MSlZzLq9oJ3modB+GnuBc/Wa+M/oYJbOfaKiFnOXSHYqjcSsZLcytXUrQzJIQnh1MwZemTyFUWKxk6d7UQVx3UQpxnuiTJA0FRUDBdonIGM+WvnbG4ldTokigJCsoKIR4Z4zxrzuK3ighkggROC2YVPF8p145HmdzBiQBIRTSaoyEJqn6MRzVxPVMTL8wsT1FaChKBIlPY2Mj8+bN47XXXuP666+fIC3s2bOHXC7HueeeG5D/hMb5517MSy+9xKvbX2b12pX1bYXYuHEj7e3tdHUFBIeg0hcQLfy6EoXn1ygrgnYjzSBhTL/I1PE6pKZJq1GGnZEgCfRNAhjgTIWQ6RX0XzbeNomTvs2q9Ef4nY5ZNIc8nuoP0xyGVbEm3jItDhQfra+eJc6/Q8/K84q4Spi83cMK7SoSuk5apNlaNjkm+7gqdAuvOM/h+DUuCJ2P7fsctUZxvRp3ZP6YtKGy0TxAl9/N4kScfXkbS9QYrLmMuFV86TBHrGVFJow11kwbLRRCJyYo7DPF6shtHPO3Ybt5Qqogmz+EGdvAjbHzuajZ5+jxNu4ZvY9F2qWMmqe39QLjXFUxKNeO8kT1VcIiCShYziC61sRnOz5L0fZ5XD7LfLGeDV238t3s+ApcJWI08lb5AVw3h+WMcTAGhpaYksQJes03Me1soL9VLysH5WWfSLidink2dqMgGppF1erlRyP/XGe3nt5WHr8xfWZK5ALmq4dAEI/OpVzrOaPyF2zlbDIZktXpjzFbtPBw9QtnvOf75fqkPxVULzFUgSt98uX900CyE7+rGLxU7OH/2OCTWiGRVcGiuEkk1E65evzX2k4dZ2H//zumsicnyTFTmdNSevXPTCfPjIcQYTKReXxz4CB/0rWIa7e/xA2RW9jQnGKWkUOPSrS0QlOmTLVqsCMnuL5sMDdqMWSGyVpwfeRaflo9yqLEdfQ7uzkvtoiWiILpSXKWj+lJmsIqrxUHKIocQ/beQCMKaAlLjpcFSUMhE0qwuTiMT5SQAvNiNV4YjrGr/CBho4W7OptI6x6bxyIoeKSj8zhV09hd0HBkmT3mEOfE2qg4Puc1CfIOfKp1BU2Gx70nbRYkwlzmfZin7S/xyyyeVMXAQUEIFSEURsr7uPfY5ewe8xgpbkdRQkTDGlJKUmGV893LMYVLWNF4vPCvDMSW8GcNN7MsmqHVupC+qk1ECzFs2uRllQOlR6mkLj4NhB7Ee60gztQdiIZmszZ8GykR5sni1zh2cimdyko6xUqSSghfQkwTPDZ2HAQsV+ZTixTJWRJDRniytIcEDZiVJCuN6zkh9mIVFpCvHMFLrma/2E3J7EMPQ0I2sjJ5J2EZxRIWMT/KdrGFOXI572uaS0KX/EP/frKVw4CC49fY5D7Ai6dyCKFxyLuBO5vnEtZCXKt8kLVNOv808AgRodOqLaUgT1I2+3mFJ7hAXo+KwtK0jiN9HnlzLu9LHMOYH0YoAT7O7ndQI5AybFRF0hRyMD2FtqjGtmyFC5tjvDa0e5rm5HhyYDlDdQZwlJI/RlyL4Pm/OcxUCBbEpjcGCFRVR9TvU3+iijWOBw9IDpbnE1YVIsLgpdeeAuDYsYD8t3//PsrlKuFwlNWrVgKCu+66my984e/4yle+wpVXXkkul+NnP/sZ8+fP5/zzzydIwkxWrl7OsmXL+Oo3vsTdd99Nc3Mrr736OocOHeJP//RP0dUoKSWJ7fuY1NAJUfMLE4hTz7cCz18iWCIYszzpAQoqOrYvp0CZfMq+jaLo+DPIvcj3oM5wtnj7JA6XmqjQHPIm6iGvD9uUPJu50Us4XHoWqbiBN+IEU+SXqyI4zhiOM8a+uM4pp424aOTC+G9TpsL5zTpy+Gp2y4Ns9rZxTeQ8qtUUK6I3sc3fwfLaKhSh8FLpW5xSriUlG1FQ2Osf5fL4YixuYUwZouK0YGLjI+mObuCQdf+M+yvQuKyhmbXO9ZjR6/jByL9wV+MfEVYFMS0wDL6tK4radzONhsGO04Ruo6FZxEItjFWCSbwv/0od41b3kZUuewplDos9ZCv7scJF7ojcyVL1MlbEGhgL3cKjxe9MtHulNGdoBwbbEkLDn8L4G9eJ+2jDXfx47N6zJBKSmtVXt456pyrR6SLAQUK3LH0nc2QnrvS5sTPCfz/5MLnyW1O+5SFECCHPXgXcU36IY0bz2/z29ARSUSIcKVV5sfwdAlbe9IlAiDBtyfXMVdqxzCHc0RpbtnWwIFPgrszH+d7Q39cvt4quZd6TXdf/9+PsPq6T78/03kzPvCARXUDKmEW3XMI+94U6cNmhWDnMuBPDeGInGF/xjg/i3rTtSmnRn3+FrN7GsmQn7fpyCo6D5yvsP9ZCzHBYnBojtcDH2a+yrkGybaCFJekCx6shah50RhUGzU/QqIU5Un4eNyKJaXCs6NLn5VkcbsT2JS4eF4WW8ITfhy6iOD4cLQmiWnBcnoQkMRpCGm/lwFAiPJUdwPOrRIxGjpbg3Aboq0jGHJtOdSW1+mk7ouwjIzvojgmylkpK92gLe4xYGpYvuLItwn0DQ5iiWk9qz1w4CWG87TM7XsGT0sO0h5HS4W8Of5GQ3kDwzASTxqvu6ywrrWVBIsrylIHpw6vOAmyvwneH96ET4qLIPGqez3DNo5ch3ir8GInLydxzU3B3v3xMfW4DjLDCtbG7WdVgMFyTNPnLuUy/imfMB4nrbSxR2zlVkVzV5lJy5vDd4a+zJLGQK0PrcXxJUYwwah3ijtYPMVzzMZQYR8tlQiLEDcnP0hDSKdrtdDWdi+1DSWRZLBcT0zRedp5HU0IskmtZkUzwvewWMrKDjNLN8vgGVBTmx6MM11xO+CNYooZFjS/2/ZzF+uWcl2jhpyNHWahcQEla7Cvcz4bkJ7mmuZFnR7LsYislp59DY3P5kH8en1vZh95mIDJRRGMCZaSIQYGNj7Zw+67HiButKOisE+fyUGkLq5TVPDUywnr1Kp4W++qVuKljcyB8W/THUIRK1benVa1+M2JSNsTyCmhKFFXo+BPEgqmFAyh4Q1SsKGk1xb/8yz9P29IDDwQLhqamZr785eC95cuX8ed//ufcf//9fPGLXyQcDrNu3To+/OEPT5ETkahqiD/5kz/j3nt/xr333ku1WqWzs5PPf/7zbDj3cqIihqFAWFXIiBijtnsaXEGSdYbr45iGKnTCagZXWph+keppzGrTL8yw6BGn/f+Xj3fUMIjKJI2GQ9bWGTJNdsiNaEoIJGSi8xkp7aprlJ1Jc38vMf5AF2snSCTaGHT3M8xBSmY/Pxu8maszHVBYTN43OVwtUcMkI5Psre1hVBxEUTSa4stZxiL2iP2cKL5INNRKMr0EBYXjpZfY5rcSJ0Kf0svh3EOcLeGUeDyZO84itYudfqBXtNHeyufaz2fEhHkxi0zIZstogkcqD1G1JlucQhjUrL6JluS4aKkMNowQBpnYQl4ofoVLkp/hutbz+Vn+Z/xksJdD5vM0KXdxmOOkIrMZeZv2tBAqlVoP4VAbzmk5ksTjR2M/o1ydWXA3bHTwx52/y6P5w+zPT8qBvLsIbsaDpSfpC3ewTr2WfxrYSq7ufjEeQYJo8XbVBNcdo/i2PqbTdeR8v8Zzxa9O7K+mJmiML2W0vLfOoHUYKLzBM0YPPzn023y24xB/sbeChs5e574plUJ/mr7V2eOdWskqszPX0JN7aspr73UhI9DUFIuTN7E3d3bHg//4CM7zpFD19GOf1IebXP2Dyqz0VaRo5UjtxYnKdjq+nE80vo+DBRNfSD6Y+gAnKzVerP4AoRh1Ms44s0siCay5ktH5OG6Vmj1ExGjFdEaCPatXHixnkP++R9BjvYEbcai53ZQdjWEzTGK3RbqxylA+QWvI4b8e7ueWhrnc3lXgaClG1laZH4/y88LDdMbPpTmiUnTAUBVGZT+r1SYKls+qUAcSGC7uYHH6ViquJKwKTpY9ErpCe1SQE0XiepyyI9mWFYyIU9zZ8HlUESR5b+VVGsMQ0SLopTYMBVQB70ueh6HA4aJH1nJoDIX50NxRtg43cqissXmkSo/ciZQ+89I3ANBffZOa1UtIb+OGxMd51XnmXYhiByHr7Dnfr1KzAo/k5sRqYrrCLdrFGKogqcOunCRlCG6P34orJS9bWzlW2kKz/3GyIstJZxu2W5pCnPjlqtnR0Ow6jGV6xXV84SnxeMl+DHv0RiKqyvsS1/JCdT9lsw/LKTCr8xIWJXwun9/L432zyUTn48sgnXyy9gpXhS7hNWBvzqQmHTrDUS7UrmCrv5l2FjBmGkQJUXI0njafZ7i4g5Pqa8TDHeTKu5mVvoZz0kn25CusUdagqYJDnoOOyuqGKBEVUoZOaSxFVDQRVhXurT3GimQzRccn4zeyMJKkIaSwpdZAnDBr0jbt4Qw7xi7mRbGXlGxkQdynYU4NoYXxjuVQBkvYvSY9e9N8cb9KsXqwvvgWDKpvkojM4sY56/k/T27DEHG6U5eSoZ195cdx3BxTFz1xpWHiqVKEjhAhGhsbyWazv9Q1+1VFQ0MDp+PCXL+Gro6PBVM14Sbbq65fISstfvKTe8/IMRQRCipc0q3PNbB69TmsXr16hj2ou5/4JqowiMUSfPzjv8PHP/6JaZ/ypYeDx5BTBnxSSgaLQGVDUcITVcPxCpquRAkToegNEpAUtdOOJSjaGGqiTvwct98anyf+gytxV6b+hCJl9pXCtIU81jREWSuuY3u2SpEaBXWMEXYRC7dTqtnvyU/ybOF5RU7mn5n22v7aU+ytuERCTTToc5nlz+eg8xI3RN/PWm7n9dI96HV9NENX+FzrKv4Ji9HaQVL/L3XvHW/XVd55f9fa5fRye9FVr5YsS7LlKnfAxmAwxAZsSINMkkmYZJKZJFMy85n3nRbeSTIpLykkIYTQMQZs446NmyxZlmX13q6u7tXtp5fd1nr/2Ofcpqtm4J3k+XzA9j3n7L322qs863l+z+9nwepYCyf0Skoyzwj9jFT3ziConWshnu1A8TEOIPlI9jfY0r6e1RnJmUpYpba+N3SulqYyXFW/g23eX0xFhIQwSSeWUagcB+2zMH1ro2y+STcSxVcOWgcURJ6nq3spVY+zvyFS/Zr1FIXy4UsulInoQtKRBQzlX20Axmc+i75I6tAgHV3I6lRA2VvBwdyVOHDhtQF8P0e+nONF5i8Y0KqZPpvPmg7CXIdH0JJcPyuiN/vzYFZ0YlX6Pv7NwuX8zslSI1KpkDJB3Rtj64hL35vLeLv051N9Mx2105eJU5vpxMwtcJiPF+3KJ6RtddCd2EidK68i+8kqbzSiXirEqRlGAq396dTNPFQ8fdk7Wc9GbuyIsn2sh2fcP0fKMM3eGQU3iPDvNg2y61wn/3jSoj2xhm5WscrqImtLvlN8quGQhFHbuyIPEIlJ3gr2MVLbj2kkcb0JIlY3rj+J1i47vCep1M9wwpvgbPWz9Fct9ucUvm7nnp5+8o7NCyMRIkTpimq+fDLNL6/MMVKN8cqwRcRI8y+7NmEIjRSQtgwOjWfpr9QYFmPURAWLCMnYQh7IrmG0pqg1qil744K+WMByo5OoAYcKdZ4r/Bn3pH+Tf72uStzyef5cCCxPmZq8JzhcCCh58NLkCFdFO9CERQPLEwkSpuaHQ510RTw8BV3RKP8icS9lP1xnWmzN/z5XZCSo8h+X/AoPLhrn0zuvZ5zLc+Lmmm1mEULytnuSNd4SWiIGMUOyJCm4vaPE3x5PsLFVkijeyBPUeav+ONX6QMgFGlyczPnSY1GQivbOW4EKzYpaTb68n6c5hG21sVK9j3H/ON2p65isHeO1yQl+78YC6TWaP5Kn+djJO/jLo+AGmpuNLaxvMWivbeKLY9/iI6mPMViv0huNYTgWSZ0gL4pMiBEKTqj1+t70Z7GEwfbgeboyN1H0hzhedOiwo4y5dcqqziLRQw2PpQlFxlL8h9O7MGWEVtVNoAMyiZD3bnXGoC+RZaKuOVvxuSn2cW7rTPD8uXDs3NkVYI2tY0dplI9tOonVbYGEoTcj9N0VoF14cqCTk+LwdI8Ji9bEan6n9152TigMEWEw/yNMI8sHe36D4/UUy1N3c7TwgxkpVk2LbVD0NEr5mDLGc889hy2TOI2MjW2kSIoEeZULqbhUKFEF4f6kddAg4w0dktksB81DXPh9owHaV9pvRJuauLbZtDehzVwjw+/5eAgh0XqmA9csyAi/e0GWBSGIEEMKSZkJpLSxRQyJQSUYm3NvPeXo+arauGaTjWGahNhXFXyqCGEikFQbLBJRmcbGosAooJHCRmk3pE05r7Dx/H8PZtCRzHXyftxo3EWduMWxBAsSKUoeDW4kUBo2tsapB3G+nt8BKOpuDq39RvQlHEym2UrgF69ok2lWLEJY7KCVi5BR3AbezpYJUrqVw+yk4pzjsD3INdE+DgYrWGHczNulrzFh13hiUJAWHXyk8waeHplkTTzLvbH3sts5w5niyxdlwbfMFm5IPMxiO8NB7xyv+y+xWd3BnVGLkbpBd1TTuiqM6Hz55Z1MeiFBsManJXkN98Y+hKcUr8mXGCu+PcuBA4MtyU+zo/Yov9TzH9heP8VQ7rXw140Jli8f4lJYGNvqRAqT90Zu51hmPW+WvszMiphme84fTBIpY+Rrp/jb/jz7veenIoXTdvFI0kxHaO4nM8GbF3/v8z1f6DgUqicv8rvpe0kZY6FawI+GdaPPwrs2n+WJ/J/y3IHWWTi9WUS2mAgZnVUtCWGkdFPm5znhbaXqjE2lXOd/nmBOFC785pWY640yUHj5XfGy/STxfc33Ok3gXJ/dd1On4DCFE48s5l92bsFTEGhYloqwQnyAD6evphpoViZd4oZFNOpRCyQb20x663dQdDU3tAuOlgSBDseoYaRIRhfgKsXNnTbm5DW8RYSB6nZikR7uiD3CadHP4dy3G9HlgCCo8P+cHGNSDPFQZjODNYuxoSQZ22VTS5SJeid5T1APFP/v4Sz39ATkfYeEbCMiNZ6GXROKohuwxlzAD8rfwPELjef2eaj1d0hZYEnJyWKAAhKm5njZYGUGOqKa54t/xdrsx4gJkz35KJVAEDXC93+iLOiOgS0NXp2cYJHZSl9Csn2ixC3tKToiGl/Dm2OaFWmbvZN1Pr7YYnceliY1HXaARpASHbyn7de5vqXOOxMt2BQwzdYLVtafb9Pj0fFGKDsx3pO6mxUZg+OFgIqveTJ/nAO5ZSStMNqaMAV32bdRNxRbI6+xkHWcUG8yWdr9Y4wwzURlNrRDiChRu526O96Irocp/Q3Zn+WUu50yE7wv8gHOekVuSt7Ew0sguXgSoytJWlfJnvUY13XWxDtYmpSsTNY4VoxS93J8feIvuTHxSfrrAQg4I0+wUq3G0WnWJFNEyzGGZFgRqbTPDfJ2bFPiKsVtXYJKEOfN0QiLUybHCpLTFUktkAwUXueqzAPc3drF4/nDtFnLSdsSW8Ibk3X64hH6Eialgs0bYzVubI/x1Pg53j4pOa13sVrcTL1c5/nv9FLyDe7uGwYJ9pII7+nK8e+OPNHoG5uO1CYezt5L3oW0LVlcXc+YsZd1qQfYVh7ED2qsEcsYjC4Ii9uAUjBKxYlgiFC1x1c1ojKDRODLKIGq4QZlJgmpOLJmN75QlIOQAkNNZSjEjDkvCfndmuv+9JgyhI2JTV0XMY04EWKUg7GQWknIGdQhc2E54SHeIkJUxqjowpSTNV1QcPEqTqVcXKMearYTEBMpVmR86q7gcHnuPjYzMqawjBSB9lAqlNKazVMHAklCthDgIzEwMKlQIm10UqNKjDhlNYnSHg7zrZMwcy8NlDdD0WGmGoVoYLvfvSN3UcWGqClYklAczoedbwgouoqBcsBLxVMsEdcCstGw2eLWStWnMGAzTVwig5tJrCCTWIFlpEknVrI8cw+GjBIEFZygiIFFWnbz3uSvcLz+Krvc09xlf5A2kWZR5nZWp5IsTyRYJhawsSVgSSTD3uoYo3WHTt0xDwu+aMjThJ3o+RMMywGG3AppneI2625ihsHf95fIOQF/NXSSY2+18PgLS7jR2IjrN3lpDLqsNXx8ccDDS8CUEbLJtQgZVglF7V4yiVWcFoe4IfYxPrbIQWo5z0YcXEBhwQhFxDGJR0I+uJQl6GmQeEoZO6+fLbON2RMhQKkyrjfKtsJfUqqeJB7pmvVOBAbT+Kh5WmGmL/CJRlzxQJwdZVNB9TIjZKGg/HOFP+Zro/+DudqeoUqFpO4OXdA50vh8rPU3ySRWzf67dtld/Dql2gAfTP8LpEzOM2an2z392QUE4q1OLjVBf3xi3R/fzqP2mFOkIoTVUOUInyUbW8yGjMOHF+So+BA1BO+Jr2OsrkhbgmeGTAZrgiND7bwyalAP4Jps6MAdKMC3Cy/h+iU2ZH+ehelbsWSM/ezmnYmAp6tPMlh7m1ujn2Bd7D6GmSCiY0SsbjLJNY1WBezK/x02cbI2nKkIhktJPCXxlCBqCCYd6IpJOmOSvzhRZWv9O9weWc9IXRBowcKEgSkFh/1B7o59nH/Z81k+lPlN2pJXUwo8spbGktAalazKGORcwZsTZdamfc5UBFrVuT+7nEeWCDoiPhU/TKfe0FrEDTQlD97W2/Dxub9P0hXVfHppnJ6YxmwENuOmoB7AkmSEYcfgqrQiYWhOV00KnuTO+Gpu7BCcqkY4WDQ4J/vfNXGoabawOHYTSUsyXNX0JgyGKj62juEohRRwpACdsZD6JG5KbjFuY6HRyhbz3ouu3fMfKAStqY002fbjc/CvWjvU3fEpgvNwMwuwdZSomWWhCuemQmMKQdWX7H6jE/9shRNvpNg+kWRFpJUniwd5c1zxJ0fgO8XHMaRNS3w5R9Qb9NpJVuv1tKlehsQI+9WrvFo9jo1Bl+okomOUa2cZ1BOUfY+UafKNgRJfGD5ANfA5UnB41XuaegCnSg5CSI6XX+Rb+Z30qgWU1SgaOF7UbGyNsjQleKy4k2cKf8oN7TEmHM1io50FRgtZYyHtRpy9g53851PHWJsu03d9De0qVMFj1apx/vdVv8v1mV9lU+bniRktHClUeXUiz3PFY5wTJ7g5+YsIDEwMWuIreKH6LSJGaqpPDRlFIvGCsGpSa496kKeqcijtNxRvwmiXKePUdB2XOnLWniORMjJ77BhRpt2FZrAgVE2oBhNoHeCrGjVdRAhJxuyg225HygimkeB8V6MRocIjIEApZ4bKQvj57L16vjVU4QXlqdRmRU1Srtvk3ItnRaQwycoUWvskjPbwSg1MpiFjCGGQNloJCKirEjYRKmqSKAkiMowSWjKkQAFNPSgQMTIYMj71DIaMz+hDo0FRMg0hmZk6DgsEL0M86wJ2UY+q4IQLyrK0SYcd4CmDmi/oiElOTaZpl0myiVUz0l/TnueFol0Xih5ImSRmd1CpDxOPdBCxMkTNLFGdoCW+HK2X8kj2XsZqAdDFK94bfCDxCN8v/A3LUr9EWTv06KWkLUFHVLM8bfPsoI+vNbdnu/jS5BM4XmFGyLeJ8Akdlo70ZraY7+GwPsnh3KOMxleQsnvYXRthhX0b+6tPsL3s8ruLf5N/v6vOTv0y13ALsiEDJRB8tGUNEpffPXmQDpZyzHt5iox3WeIOrrOX8ZZ7jDXxND2JSTZGFnE6vpKqMzKLI2tmynBaXy6MTvZm7sBRRUaqe/mWP8wW8x5iViul2ilmhrA1/iWA+6FTV6kPzkqVCRnFEGYYHld1TDM76zoXiwD8OJGhC+m8XtyaE2Fm+XYAIorWakbUcH5s2zvBUbL2YgqVQ7P+3hy7j0/+EQjJxUDcl3pm15sb1v+nZxfqeyFsejNbWK03sit4AYBKfZhA1bnLvo2huuDbZ9K0R0NOyaPeKPsqT3Kf94sc1f0sqS2k6ofEmadLASuS0JdwqQRRrq9sYTJS4YZMKwfzHfSbSW6OrCJhCT4kP8x+ZxhPB9yU6uadYo5TYi9eUGaF9R6q1iiuN0oiupRbIms4WwmrlluidcarMU5XJNvrJwjqHtdZK2mJSG5oybB7NEpbVLKlvc6PRqMYAvaqIyzSS9jUHsEJYGHS4ufk/bTYUAmgJ6oYrQnabM1L5zyWJRJAwKOFrdhWOyM1xYuOSX+lxuqMzZK4ouqbRA3BOxN1NnIT17ZHOVaCnKtZEDfojoa0JLYMU7RbR6t0RiOcKkluXFylL13mVD7NwWKMq7NgCs23z1R5pfz3BEEZ22rHlHEcby631sXN9yeZVAMcrXRxb3eauKGZqBskanEiUuIEmrao5HBeETMktgG9cYO16YAfnL3ySIGUMSZL+2jOvfOLrHSD1ghAsCBzG4OFrbxV+Bsss41Scg1nPUW/2MdScRvbxiUFP03fviLbRtrYMRZQDQIcyvyg8iTXGu+lw1rFCnMZffEIr9eOc8oN16sBDpASnbSay1iiF3JaDmDrGAtox0h+AltbHJNHOOunKYkx7o3dSNoSfLPwGvnyQd4x7uKGlgwn+RA3RJbylfG/ZHliDTcbdzBaC4gZIc6pzVYsV2s4I16l3lhyNrdb2FJzK+v4q+G9RIzl3JO8iqWdZ/BzAYarUHWN1Sr42IqzWKKPfxgcZrC4nV9cegO1IM6fD36HQLkM6R0o7bM8cw8T5cPE7DZuNt/HQHojAgMpTExsfKb3X8tIYGGTNi0m/AqBdknJLGVVxFOVKfqMmSamcFvh2jofaXATxwgidKS0bkTXNcVgEku0ERNpFEEjRRnulc0omxQWcREGH6ozgg26cY3ZxQDNFO7ctVRiyTheUEHrAEcLxv38PKPRaFSIOmjA1xqBgcd09C1qZJAYVNUEdV3HIkJMZqioMNNYCSapBOHumtMeAknUaCElo9RUgBACUySpqEmkkGgEUaMdlxp+UEcISXekGwGcc0aYWZQyV6XkSvaMizpxr3rbOXVyDQ/1tmIITcWHN8vD/FxvNxuSrewpT+KrGqaRvWJNxLmmVIVApelIrmWZ3khB5Djj7aTX7CJDC7e1Z8nacLzo0RuP0OOtoC1q0Oav4WXnu9wZ+RkMITicd/n74EUcv0hvZAMSg3y+Bz+oUak3gf4GTUWEFdkPkPNP46kahhBskCuYTN/AePkA5eopTDNL3IrzG73/ElPC3Z1V1mds9Knb+Fer4H3FX+APh55hrPgWXxx/jtHa+7gzup72qORQpdZwgAwO5b/HabsLL6iw0VzJ2+NZTtVLuF6Jz3T9a75ffpaxYogPMoxEo+rF5qPZXyJrS56pvkV/7lnO5l8GFBGri2L9LEZKNPAI02HraXD65fS7QzzSN4VV6UitZ5O4le3+MwTKmSEFBKaZueIU+cWs6TwIYTfYtOVUWiUE0l+InmSuTU8A02zls73/ii+OfW2GFu786elj+R/M0ZacbZp3K1nWtAuLk/9TMYE5b1FSxOrm462/xI+c7bxW+cqcA4Fgr3uG/QOSY7WXSUcXkqsex/FGAM2z5X/ED6oMx5ewq5hkPTdiCwNH2RwpRzCF5gMLLAZrrRwvhmfx9XIFy9OS4VpY6LAu0kXUkMRNQVbEsUQcrX0OFR6necqu1E+z1TnIRrmGFRmTomOzu5Ag52pG/EP42kXaKzlb8SgFLoaMsDypiBqKtAVPjo7QSS/rMklOlxTd8fCwtCatsKVmb95gz4RmXYtkb04xrAqsjnTwpVN1zhZe5tbMZ/n4IpezNZubOyJYwueqTIl3chk6Y7A9X2VJJMPxYsDSlMGihGC8DrvGA27qtGixAl4+p7g6G6clEmLgxh2byfFWuqN1UqZCIaj4ghvbknj8AgEBw3KAO6Pr+dLIn14xB+FYeS92Kk7OvYm2pGZNVjJSj1MNAmzDZF0m4HCDuidqwM7xOieL4TaxMHv3eXjlmWMitOkJM70GXZprUsoY1WCCbGIV+cphbkg8zKHgda6Rd3KndRuTnssefwgnWMrieCdjrsGjk3+E1j4tybV8LP0AeyrhGHW0z9GKSzfdtJhRDqnTFKqnWRxdT4+RIUCzQPWSNm2erXwTxy8Qtzvoi1zL1cZibGMJXTFBfzkgXz9NV+YmrkmnydpwV3IZbxZHuS/1y2xojVD0Qs3T0ZpPNpAM1yUZI4JtpokZUPVhvA5LkzDmCEbq+9kxuQEn0Jwdz5BoGeOdXd0kLI+I6VOoRwg0tOkMUtrsHK+zJhNF6elDucDkbHUHphGlI7KGAT1GXgwjpYXEwNN1wmhQDENYZI0EgYaqH3LkGcLG0S6B9ubQ+6gwciYiSAwCmoVpTYeOKfyaQITqG0GV2QD98HtKO4x5TbB/GL0KnbYUpWA0/HeZJWkKEFDWCbxZKjXGHKxcwFzIUHO8mdh4ogpaM1AbZr4onBASiQHCnqLjksJs6J+G33dVFaNReJU2YuSDcqOPGoGfhm8lhYklYhiYZEyLpKnI1ctorWixYkRUJyUV8l62WDajXog51Foz7hUwhDV/GzHRaGyr7Yo4dy/qxLXQS6dM0W4rVqQqbB1Pc228my8NDXLK20bWXkzC6qI1spz+3AuEqcDzNS8vbtPhRdcv0iIWEtFhs2ruBP32GTYYK/jK5FY+EL+FbcHz3FZ7P6P00xnroauynMPecSqWS1GU8QlYIq7lQPAsBhajwVHycrDx4prkegE0yHg/nL6a0+XV/KD4Jb5b+WN+tfff8fHYPTwhM9RVAVdVWBlL81a+wM2tGf70sGRc5zgSvEb0+Ic4pk5NUYmMFt/ki8UdLG/5MBOlE7jeGFG7F0NGcPwCQsiQ/80/SenMQnZUv4kpYzxTfYOYbJmivVDKRQhFb3oz9/WCLQOcc5v5snx9atFunsK/O/kHYS+KaGMzDqbSLec71+cvplLGqHtjJKJLqdRPMVLYzgvGAbpSG7nNvJXn6z/AkDaBcsOKzgtozV6JCczGdUIKEa29Oe0MsKxOIlaGUvVYAwOUa3DbnWF+UGhIBhwEVf5m5O+pOYNTzxw6hOc7nlrXCYIrLey4EptdiHElNr/uqpiFO/1J2Py6nCaZ2GK2uns5m39x1ifNuXqg+BhCmARBsXEAMGi+lybNhSkijJZ2cygd4dc6t5D3oBaAr8CKwbUtLoG2+dHEdhYE63DH2lmYtCi6AUJAwpQcybsEaJaqNZwzd81Z3DTHct8lk/1l7ox3M1CNU/IET5a3MlHai2W18oa1n9PFH6G1T9TqIO9J9hdibB+rU5I5fq5jDRrIO1DyNBtbNBuyJUqeRdGL4QaSrK1ZlZGcrsY4Vw3YzzYgYGk0hasCbuse52g+Q6AFL49meWqozD79OmXnHIPyGiacY3T6a6nrIteKG8ipGnsmU/zAKdNrJ+mJa44UoBoV9ERh65hNybPojgtWJX0OVEz25Esc5W0+lLiL3ZNP8UMc7kn/Gs8V/t8rWm+DoMhA4WW+L9K8P1jL9a0BV2WivJofQbqtfPeMwhDhmO2OWZwWg9RVmVbVTc6bv9o9NDk1z5rzNRwPzYPMheaBYFXLgxTVMCPFnWxJ/wq7oxUW2xn69Ad4wXka5d5BvzzCaHU/708v5wvHNG2RgO70ZireGKvlFuqBZkOinVrQii0F52oub/hP88HIA6xjKddll7E4aRA14JmRSVw8FlgdrI3cg44qJsUwa8QSVmdNvjd+iuP1EDYSt9t5f+xOJusKSxoUXU2bSJNTNUZrNktTgu6oYtI1OVYM02wAbfHVbMq6fP+sySv109SLFSp6nEp9gJeH6zyyxKIjVcGtGOycTFJXgqSpsYQmYWoWJ2JcJe5DAy8WzhKxMsQjnRSrpxu8nopliTtYqBaQNm1OBJJAuThBEdtIkTG6SVoCX0ElCEibBpPeOEIY+LqGp8sIYWAZ8RDTpkLCZ601SjQjc7OzVraRRiBwgiIaha8c4kZryKE2Q6s0LBTwmC5MUCEkStWpSoUQBjGZwcejGhgIQl3VmfNaCDGDdmSmIzdn1AmLAI+4bKGmizMwfTMtHH8BTsMpDCjrMqaIEBMR8sJt9GnQwNcp8kEFNygTMdIgdSMVKokZGRKGhdaQC3JEZJZkzCXtpKlQp+orEqYkZcbJu+AG4AUVQJM0OqmoMPA1ew8L9WN1Izt2ecwJ03ZRJ+6sv4eVdh/9VYNXR1Pc3KHpibokRvr4WORjHC8qvpX7CqYRxWgweM8VMr+UhTqdYaMjVpa0yjIqxkjqNH5Q5mT5ZW5uW0Wb38eu6jBbzHtRaKQweXWsyALRhUh8gCExSH/1Ddpiq5HCQEqTMhNMlA8hpY1AErG6why6qqG1i+MV+PzQ3/Afl/wKDy36DJ89/jSHyyU+uSjJkuSNHCnARN2nOy7ZX6vz6qTP29VHSUZ7+Xj6owRak6m2kIwuoFBpFgdoTuSeCCuLUhuQSAq1Myjl8oHEI5z1C6yOtJAwBQ8Y/4Jq4FPRLikZ4ax6I7yCrqO1oBqM872BgL36AIPlty566p65kDcjP+dHR8+fBOE1BY4fcgoJDIKgxFD+NZ6M9E+9l0Ll6E8gotR0osP3Z5pJPD/fSKc0T1phGz2/SMxuQ2Di+wVgWpqn6QSG7Qkng5RxutObKbnnZilAZJNXIZBzKl5/EvaTUrKY35o8e8zCP8mfqAM3n/Vl30MnS9mV/ztmnwVnOpACrVwUM9tyfl80NWuHy+9wJHIzGs2k4xGg2dASI+fa/PnQV3D9EjekbmdxyiZhwu3dFrsnVRg9UB5xaTHMBJaRQOnZoH6Byengbc7V7mdpPKDoWeTqJ9H4uN4oJ3JP0BwjfqN6/kRZ8FL1q/xM5tMUG0HIqCG4Ogu21CQsj/UbRpBv93GiHOe1kYC3/P2MeYcpFftB+yxp+QAfXRiwqXuMlq4qHW1lKuUI1bNd3NuTYkf/JJ5fZqS6l7tin+S2zig/HC6zNB0hVTPZ3C5Z62d4eaRCxU9wulKh6EZYnTLoiWueGT7OytpiRmsWp8pVttUfpSe+iVdqh0hFFrBZbmLEr7Ai+wGO55++IkdOa5f+8uuMmqt5a9LADTSjsp8j9Ze50bqfJYk4eSfgG/nvYMgIPeY6DtSfxfUvxjsWwhjQ/hQNgxD2HK3neVtDXRfpFquoxsbw8Nhsf4ght0JUWNxgvI+t7vcpN6QSx+qK02KANpZxX+x2Tugy12TSDFY8ztbrWBikTZubOqKosfu4usXgSEHhKU2Lrdk1ociIOKszUfpLHguMFhbELXaXIliWQGk4FxwgbS5gjb6Kj6feT9QQjNYDTpVcWmyTqzIxan40/G4t5BMreoJlKegva06oIdpZxLf7DQypORccoOwME490onXATvUKvxO7lYF8mqFzUR4dLHBUv0mHsYL7s8vZ3OqRjVh8KLYYgMJ4nFL1JOn4CloTq1hkXDsVqT5SKfJG7XFK1ZPAR2im5gRQ8MIUoCFtXN9CNzByM80kQoDXUPgJo+BKBwQztL1lg9hdYiCQSGFiNPBeNZVvBA1mw7ae4QABAABJREFU8jpeKFOjCZSDZSSQSKqqRICPiXUej1ozQhhW1RbPKzyYvmIYXYyK2DxcbE0LndFpKJXACyp4aOozMHgaNXUNiUHEyBAXUYqNuSWEpK6KaEKIiNIeY26Aq6LUtYcTFHFQVEliEUERIPW06pBqyg0i0XMilwJBLNJDzRmcU2h4abuoE5evHOY1GeHw+ArqlLEnN3J9q8X6TMDbk5JAQ8TKzEMJcTkbXBganTmoEnYnBTlJXg8yrGuEQEObzpjEd3yWih76EhavlwZ5KLuZ5/KnGBOKcXWStOjh2uhHWGhleN3bTtU5R93LoVU9pIyVUYSQjdBu6DAko73kK4f5k3PfpdNaQ9rsZWf9SVJnH2JRwuax0pN8uvXDrEwG/MXwy5Rqp7gp/cusT7SyIi149lyZpdEUb03m5siOaTKJVSwxNnNLqodviWcZL77Dd/OfJx7pYntxgIjViheU6Upt5Hb7Nq5uMXi6OBvcuMBYT3fM4qXc0SvwzkXjJDQTRHkp09PEwjMiM1XnLIaRmCf69W5tWtBbChvPm8SyWnG9kMMobDdAANqnUDk89bu5V2GOQ2mbWR5K38lgxeOx6h9M/d0PalhG4qKtWtLyAcbrRyjXTnJh7MVc++k5cNA83MxecNtTG1gjb2Vr8W+IWK3U3Zm4ind1F6awoSLK1ZmPkdRpYtiNv83EyulZNAaXl1IPK099v8Dr7h7KwSiFWj+BqjOhP0GCEA9jGQn2sQ9ZuobPrNBc1zPKsbf7GKg4eAQUVMD+yvdJRnvxg9qsOxtmmvHSHr5tLmNRfA1bJ/NU6qfnRIPCtmit+MHwJAYGjjfJWbdMtRAjbhjs8U/jjS/lTK1G3mvjkdYyZd/gh6VjLNJ9xElzm/0Ae+y3KXlD/KeF13LX2pMYlsZuBWH6lEsRemMOLbbPL3d+ii+OfYufa/04WzoC6kHA3V1JjhUVPXEDiaYvFrA2k+BcVdMZibI4Ga6brZbiGnMZC+IGng6B/RErS1p3kNRJrpIrmPBrXJfJ0l+OY2djHMh97QrfO8SMEPm0vTJIKRjGNGJsc7+P4gHarWjIzZa4hSV6ASvij/CK9wMK5fIFYQ5NR3LK0ddeg8fs4nauvIvO5GJutR/gmDjOrZG1lD3FaX+CbpmlI7IGQ0YoVk+z3xnmdO0NPpRdycmiT5sZY11GYQiLeiGcC2f9AsXRGG94j5Ma/xhvBNvYwPW8NiJ5rvJVWmLLWM2dHNQnWCOW8Wr5NINqH936Pp6c6KdQO8MDHR8g0GBKwaSjEAjGgyrFmkFrJEXCFLyZz7MsmmZQSvblqnxySYS3xjRLRA/PV7/KOCu5J7qFX++6nwM5jyeLX6Qveye3WzdRDzzeycdptxVvVb+N4w0zLg8wrtZTcN/Lje0BpysGp0rhZr8h+7OMcYpruJFF8SgFN+BwfZQ91e8Rj3RimS3Nt4AXlMk3KIssI02rkcRTmpphUQvCw1CCFFLQEGZvSl2ZmDKCQKKQNCn+VWMNcFQJU0bDlB8xqio3I8I6E58815kK5aqa5gVVAhGmKUNnaubvZ44nFR74pY0lYvhazrpO+B2PQPvUjTop2drga5tpAtOIo1TTUQ2rkZVuplGn14cw2BPetx4UiBoZSrqEBpJGO1FpMuGPhiTKGpJGGy4OI16pQdMChozRbqYINNSCgFwwPtUf1aCRDhcWAhspDKIiSYtlkRMFHC+PlAksI4njjXG5a/vFFRu0y1hxJxPyANenfgFDwBf6J/l4bztFT3HIGaXizAeuPV8jbPbL1XO+G6a8WswlGNokKjKcK76BYSSpu+N8I7edThYzokrsK5/lfy5bS9KsU3SXcLRSYlQf5Uz5DcYi7WybOI1SFWyrg3S0j7XyNrZXv4HnTRJIe8YpISBX3odpZDCFzenyq6xO3MstyYe5pVPyynCALZOM1sP2hcBJl0PBKyzzH+BczeCweJsfje4gHukBIGKtRAqTYvUEflAjb41QcLtYJW6ENIwVd1Kqhl52M+U0lH+VU5l13GG38aHMr/Oq92wDDAx7C99ib95vUGGUuVhqEMKNOPxnGKUyjNRl0ocYs3BxM9/N+aeCdx+BmsklFagqCNlw4MLrpeNLKdcHG+TI86f5hLRD3VVhc0f619lW/SaON0zdHeIvhz5/Xjh9Ghd3Ybszci2vYTW+e+G0T2jzaeDNZz9epG6+yEqLuYTFVoqdUw4cxCJ9eEH1CignQgujmebUfSwzzTX2Ir5b+DI151yjDbOjo+/iKabGz8nck+F9G3CLt0tfQWtFPNJDItJJh1pIV8LirUnB8XIfvXHBqbJiZSLFoUpI/ZEvH2BulZvvT5JJXEWb6uK1Uc328j8SHkrC6O3MFHCgqmwr/T2GjKN1nVcLnycVX4Yf1Kg5g/Rl/i13dyXJu3B0qJ1J1+SBlpU8tDDH2WovVd/g/0qto+ht4rrVJ4kvEQQFhYwb2KYiOuGRtHz2FeLszZdpjSxnR2mUzlgXnRFF1NBsbhOcKkM1ELw9Ibi6JeSUO10xiJsw4hgsTXiszlj0xhTvTAosYbDYvI5RjrPM2EIl8Oi1E6zPKpanLI4OzU57XcoS0SXU3BGerr3IfbwHTzh8MP5BdjtnCEyf18pfZUnydkwjRqfqpY5PXbtsNN7La8aZy4gUCCyzrRGBu9TYEbTEl+MTEJUG2aADV4XFdC9P7OL29H28MnaUW+wPQxqylo2h38+5qmKPOkp/+XVM8RmUVkghqCufg/5LFKunWJH9AJN+nZTsYENLlL2Tdbri1zBaPcA5K2CtWM5hfZozzg5aI8vZqd7Bx+Hhtl/l7doQC2jnZM1hUybDsWKdo/pNNonbaI3AUFVzYzZLxoacC+2RCK+PSaKm4t4uk5Nn7uJo5QVeEhHS9Q4W0sOS5O0MO/uoS8X3zkZY3wJxU5GK9uJ4wyhVZqSwnZflQhL5NfTENafrJYblAIvVMj7SsZjjxWCK03BIH8TzJtkY/yQH49sAGoS0ztTYt4lQDFwcVcSScYQwyMg0gdaUdYhnEw3FBK0DvKCKlGEBgiGshgB8uPZprQiUg9Y+iqARUbowlceFTTUcw4txpYVzVmmvgV3z6bJaOOfOFRYII4UZI0YhOD9LETVaiBIhr0dQ2m9E9Jrp4um2SxlpRP+sxiEloD6VyVIYRpakqZnww3baRpKYYeAHJoHK04zwKe1T9gNsaeAz18ENzRDWVNSvLWLRGndC5QpVAxTTT3d5a+8lFRuaJ/Adhb+lU/5bAuHzxqhP2jLoV7svEsIMTYgoi7N3k3NP0WIvJe+daRCzNhsXOhB1b4Iz5TeQ0iQZ6WmEdX1MI8lIZS/l6CiGsLB1kjfGLV4qnuWMt5OPph5kzFnFpDpC2uylZozjqDKGtNlsvAetNZviD7Kj+MXztDhB05m6hpuNLew2D3K49AxtiZ/FUSl6EybXl7ZwW6fgzXHV2NgMas448bRkf77CffHbeU10cr21ms6YQc3XBBq+7H6BSq2fROQWXnReAwFLuJYJeQClHAwjgRQ2vp8HITnkvcSjAx9gaTyBcv3pvtGhw6anyGrFRTFp05i4kI4kCIoITNrTm6j7eUrV47PfTQNIGRZTXBjgP9uulNB22vmZ6ZjNl5oNq0TnozeZrrjVqlnB63FAb2Wm9tyVOjJN+4fh/8GlF5/m55ciMG7aTz5Sdyz3XU6b7Q2JuwDTyBIoF1NG8a+woskwkkhp43qhE+d6o3xt9H9gmqE801zy1p8UsfB0tCY8uWajS1jPZq7OxhipBRwraFZnTQ7lfK7OxnGUJiebbPPTXFNNDKhltnCn/QAvu4+zr+iSii0iV87DPAuobWbxg+qM9F4wlXqXMs6KVIxlCZ8DRZO/PhZjt3+SjeYynhpqoTuqWJ6ss7AzT6rbxeo00Z7CyBjoQCNTJq3rAl45GeePh97kwexN/LeFq/j+YJqNWYet4xGuSgf0Rl3qKsqXhkM+xM3GMq5KV5l0kxwvKrZ0wrm6SdYO8VHnqj672U5SdNKhl3JYn+Zk7RV+xv40Ek0tkKwSizludVw2GLpZ4GWJODnHp6TH8NQSOnQ7ljbY3PorbHMPsih6AwllM0mJNpEmIoxGtX193vk74y1fgaSdZrJ6jOWJzQgBnvD4ofMSS5yNvC9yD4PVEKf0hvsE5fogphHHNlN0y4cY846yIvkenq4+yoLIJjaaK1kctdlsfYydExXKqs4+vRVLx/HUGta1RBnJLSAaTzaqSSXnagfoi16HpSNsjiwm5/oECv7Vol725SUZO0rMgJMlwVjpHcYy69k9YfO22sd1cj0fXihImJKhiuZYpURO5GjNL+ZDrUv5vJuhWy2lx8iwPXidqjtGqXqC79X+hJbkGm5sv59vnxYU62enuP+yyXVYOsKr+RE2eZ2cFocQSBw8JhzNDu8QnqxjEydfPYUmICOjbFC3AmLOIVZTCSZoOkRO4COEQV4V8YNpfswQ4jJTGSd0I9TU/0/zmamGIHxdFZktldW0+ZyxmZ81D8FzMWFz/zu8e6A9JCZKB4x6ah5/I7zfhJ+bE6UL/+6qCp6oN3CZPhrViMiJqQhjGBmTKO0SaB8pI0hhoAlxvZ6qUlI5bL+NqMxgY+Lgkg/KmDRpRMI+FgjKahKhDUwR8vX5U1G/0PwZ2rcCKNRsPO2Qjq+gXB+c4i4N17gf04lb2/IIB3PfpLmBvq238cH4HTxVfQXfc8hVjnFpAVdF3jtDpX6uAZycTZ/RkdpE0uhksPwWrp+f4g6K2l043iRKu5hGlKozyubYQ/QYSR4v7eR0/mkAnrdeZbS0l9bEaiIiSV/yRk7kHmdh/CYKqsr24t8ihE3U7gRoOGPTbYiJFvapYxhYfKr9X3KoNsGOsTgdMYMW22LbGJyqlbHMFh5s+VV2+Ht5o3aSAW8n0fpHWKmXUQ8UhwoucWny3cnPAZrlLQ+QUS2sMRfyZrCTGFFuTn0GgeSMOEwLPezJfxm0QanWz0vVP2ULn6XNWk6+oYIw7yZ60X16mmOuiU3UBMSNNj6cuJe/r35uOp0pk/znZf+GL45v5Wz+xVk4svNtpoNw+Y7C9MYvZvR5iIsLMW3eFL/dtIN9fhR3ccu9DJd3z6FU0IwV37rstlzcriRVfKHv/nTTq03z/Gn5HD/I05W8mffYd/PNiT9DqXKjMnnuYeV8i1gtIVbGG52KjkmZJBntpVh10XMimj+xiuSmsgkiVALQHhMU+WZ+Fxu4jjWZKGN1TVvUoDMGwzXBLbFl5PRmhvKvTrdH1zGNLDcmPkl71KRUGCAe6aLXWk+O8/GPUiYxZGQqgjnXtPZ5qvI2vfHNSAE/dH7IhxLv453aMJFSNxFDcqAYQ+lOllfzdHhlrKxAK41X1Ghfk7g1S8WX/MXKTbRFimy8dpjVC8cplyJ4qoN6ICn54SElr4dYrq9h60jAmUoSS8IvLKtytBRnUcxjy7JBjg21cTCTppS7jiJl2nSG1+uPkY2Fa85AzaIewHt7LF52O6+oog1gpLyHweQyOllMe1RSDyLEjRCz6ugy1xirqemAVp3CEpKFSYu038dkpTrLiQsJw8NqvHnf+SXog9KxRSyLZDnuTJKTQ4zktzEq3qaeeYSqKLEgdh19aiGWZfCG9zjviT7I/X0m7aMfZtLx8SIO6+UKJPCD8tu8L3YdecosNFo57Nao+ZMczIfjebnZwUlPooHD3jksGWOxWsSImKToBdRVgCEE1cCkNw4rky4JI2DPpE17agPXxXswJWTLXfQmTN4Y1+Qcxb7gFItEHwvoImGGBNifav04RVfRHTM4WOwm758MZRKDKpOlffy3gW4ihKokolER7Hh5PMvBEw4nKgmSso1R/whHxQQUbyQlWtmV/xLZ5FWsSd7H/sK3KKg6EUyEMIgarbiqPOWggOK++z7K5OSl09o/TWttbeW5Z59q4PLm0mk0/k2YU/QiTadRIIiKFBU1PuOZZpoKsXJzlrtwj2nwv+kmRVfIkaeZidsL7xPClcK2pGULAlBaUyeMairtNqptod6omo0YKRLSoho0ndDwe0IYoDW2iOAKGkUdITxMCrPhCCuksBl2a1iEhSDF6pGQC1YYaD29h1/KLurE3ZFYQbv6TV4r/hUAo6W9fL0+QN2bQCDxgzwRqzsUYVf1eUHXWnuU60MIYVKonpwidgw71abqjROVGRYkr0cgmfBOUKkPN/jXFErVqTkVWpLrOCuPs6d2jJo7vZHV/DzL0u+lTy3EV4oJOQ4ITpVeJp78MO2pDYyX9lBzzjYcnNlOZ0VNUKifZln8Dp6pvUjNm2S/4/KA+CS/srLGbxwcY0Qf5bbEz3Ftm8EiZxNKw99PHOBH9e/w4eTDdMUNliZNdo6HJIoQMOocREcUMX8VN1ubua7d5MVzVV53HuPqyPsJxAznRodO0tbC5+d5C41BLkyY9+Qz22J2D7/R+wv85cg3Go6ZZqi0k38s7ZztFArJ342/xlD+tYte73LMNFtZlrqb0+VXZ2wk0xG1ZrVSk5OvmRINo7zN01MTSzkbjyYwuDd2PS+T5GjuO+fde7ajCFfmkP1ztNnPl6ue4OuF7VN/n28Ohpuoh5QJlAorpabpdmZGx8rky/tD5ZSfoBrE7NY39TcDulPXUXKHmIwMk6+fJohcC8C5qsdVWZs2WzFYDdnwC/WBWddJxpZzf/JhUpbkUKWAFCbl2gkO1uZCAmg8W23WM5/XLu0yUHydvcZG9gWnyBgLWJsVLEj0crqk+OG5Ch12lKiM0hqJsaC1QlDTGAlJbHUEuaiVs1/Oc7hk8Mn7ThKUNGa7iVUJaG+pcK0S7B5tpyvq8N9PjDJWOUDZHmZ57EE2ZANMoTlZjvHaqObBhXDiXCsTTkiJ8k5OMMxJoqyjPbaaz7TfQN4NydeXJxWTrqTuXnkUOhNbRE1UeW9qOREDUpZBayQkAI6IJMeDIXroxBCS1ZkIOUfhqdp5BVaXTK/Om60RRO0QhmLJGGUvYKndyq7co4334dHvv41Akq8cpi39y1zf2kZL+eMsiBv8aDhg0KlwTOzBCQp41gqKrs974tdypFJkV/kbeKmHWGxuZlDt4/ny32EbKe5LfpIsSR7Nfw1D2twXf5DX/W20s4j+YJyiyJHx2zhX66I9ohlzTL49bKC15sHU+ym6iknPZV2ki+Upza4JTT0IyKhWtvk/IGMt5FpxExoYqfpsbLNIWZq+/EKOuiOsaXmQqE6yp/B1zuRfYkX2fkwzM5VFEBjUCQlsU4bNS5OPYppZbk/8PAVRYlIMAQH58iGK8iRau+yofw+lPf4t9xITEZT0cYMAy4jhBeX/4w4cwOTkJHGZwaGGFzSdsWZkrhnFkugZUTlTxgiUy7mJM3z/iW9z6tQp+vv7cRyH3//932ft2rXn3Wffvn08+uijnDkzQCwW4/rNN/DII58ik2rHa+w1WnvU6zW+9a1vsWPHDiqVCosWLuFTD/48V127Fk8HOLqMr6oYMsbeve80rnmGWCzG5s2befjhTxFNZyioCqYRR2LgBiGEI4z4Bbg4JEScog7JgE1sEoaJqzR5fxhbJvBx0ATEZIbO9I2MFt9ECLuxZ14eDv6iTtxXJ79JT2QDGzI/y5FayA9UrQ+EJ2lhAwa+qs46hTV1PAUmqfhyeiMbOFF6iYiVoVzLYZktU+c1pcrUPRvXruLoEgKDYvUklpEmardQc8+htYuUcRyvwKRyGinB6Xx23ZtkhbmMITHOOX2IfPkUoPGDMsedV1BqOoc+32lwuPA6AIf9J2lNrOb+xEO0RiX7iyUePrCTe6J3kraXIIVgWcIlalj876G38YMandG13NYl+NjVJ+k/18LjZy3S8RUUq0co1/op1/qpZwpc49/IK8M+NTwcL8cO50tYZnqqAOFCGqezZLTOe6Hzp8+qzlm+md9BW2TlVHRtvtRGEBQZzP/ovL/P5pgT2I00TTiw7FkLuBBRsolVrDBu5kD1WTx/5mKu0FNtd2f9vpkSDW2ahmDm9WfKQP3tuT88D+QPsCB7F3fatzRUG67MebsSLr2L25WlMX/S5vn5S95fCLNRJRimVi6VGv1JVcAKEWVl9n76y6/j+nlATW3oGp+h/GsYRpKT1RMYRpLT0X4WeavpiFqkLThZltR9TdlTJOzOKSdMYLI4ehP9bp5lIksMi2tSD3Go9iz1eTG6MyPB81uYmq7zndznSUR6uD/xEAVPUPFCVYU7uhJ0RBRdUQ/bCNi7tYPOdIXeW1zkVb3g+mwb7OLOjjoyJpExCHI+lVyEWNqjVI/QF6/xnYEMG6MJ9hbLFKt5giScqRr0RAO2jgl+UHmCxbmPcIfpI4Vm5wSckseYrB7nnP8WStX5GknWy5UsSZgkDMXXz1Wou+eu+P2Ml/ZACg4XetjQGqfua/bUi6RkhIVqMQaSrG1T8jxqvsZTocN1+SZmsQ80C10Wpm9lkVpJTkwy4L/DJnEr+ziA45URQtKZvpFifYC42Uq+1o8QNmVR5Cu5faRFN8cLGU74b5K2evl0622M1jSv1o7gyhrR+jp6rAQ9qevZnf8y12Y/ze3WezmcWsUZZwdn/Em0CLFdN0Y+wp3dEoZvZtJzOCmPs0AtYX0qzT9OvoYTFOgzNnLK28YnWx5ieQrOVAy2+4c54ybJDy1iUcKm5kv61T4MGeFaeS395YCYITGEoBZAyoIF0Tjxeh83R1bxVPUFIlYrrl/kROHZWZrjhmEzVN7JVYn7WNtis09/kG61kAmR50jteSJWdmqPbRaQNLHMqlGKECOOL+okRYocP91q9isxhW5QiTTTpWKq2EAToLTXiGKBJix6sIwEZ4dOs23bNpYsWcK6devYtWt+7eCDBw/yh3/4h1x33XV8/OOfoFxw+MrXv8iZgX7+y3/5r4jGOV8Kmz/5k//J6dOneeSRn2VVz0pefe1p/vsf/xf+0+/+N67asCpUvpBRDhzcxx/+4R9y/eabeeThX2R8YphvfvNrDJ0d5n/+X3+Cq3O0mN0EWuMys3o7dEyruoYtYtRVESUD3GAqFtjA3IWBHwF0yVWMsuOKWSAu6sSVa/0cq/VzW/rX+L2Fn+G/nvhf001spMLCHPX0AtlMw2h8yvUBTvslAlXH9SWmmWF56m6O5L47ndYTJhVvBKV8pDQxjWRDMimHlFGCIEDKKDVnsCH5NBtYXnMGed7/Gz7R9llOlrc2hGZD8/wKjjcyQ+D2wgt5EBTJVY7xzfIB1qc/xipzAcOql46o5FChTlk7xIwMOUczWj1A3RsjambZNgapw4tYnS5za0eS5MRHebz6uanq0HpQ5IR5guO5J9AESJnAkFGuTnyYQ7VnwwjhjGhSk4LjUpvO7MVx1pPQn3t2Kq0qZZKo1XZB4em5NnsD143ImsAys3PSNQLbzLLCuJk/Xpfggb2ZRhXr9G9nmtbeBU7kYXTOkHE0al4H40InksnaMV6cx7m7kM1M6/y0qTr+/7LLmfBKVWc9708ryjbXWpJr2GSs4py1Z0rAftp5NkjGl+J6Jfwgjx/kOZL/PhvN3+XqFoOKH6akpIAzbmmKi1HKOKsy93N7YhkpS1DxNFEjxmB9CG+G6sls/M2lrUnHEwR1itUKQTwcv56GqzLg6RDC/dSgzQd60wihufr6MWRfG/gK9/UBXh5dwUMLPc7tjNI/mWHTunPYkYATp9oYqsYp+QZfz21li3kj7cn1LBXXkrYFRwqKQBu0RyFd78VTUPFNWm2XwZrGIXRuwoiXoEV1kIoYHMjDq47mIJcPKxANugga4O2J8n52pyOYudt4uf4o2egSuvRybkn3MFD2KHkeSdMk7yoOuOdQU5mMyyGy1ufNXdtM06OW8lBfmjOVDDtyrZwW/QyUtnFt4mM81HMbz5UOY8eTbOA6FnXcwWQ9oOz7rLcW8UT5m7RGlpOx+si5pziU30Q9CIgQI0KMfkY5Vv4RN0Y+wrh9iL2l7xBJfoo4SVojyxnSR/F1nTvjn6LNtnl9VJO0wjT3ydxTnJI2B9UaCrUz+EGRCfYjhM0hs0TZS9ASMXB0mToFAhZS9BSmFKzR17GXV3hLvQkObBY3ckuXzd7JgKcnz1IVJarOGZ6vb2W8vA+lqrPkFQ0jTcRsoVwLmQsEBmUfHsxuIGHCs6OaD6d+noVJkyMFh2dLX2yk7sxpZgEdqgYIICVbMYTgn5JZmNQbjBO+qiCFiS0TOKqpJyqnaECa+qleUGHNmjX8zRe+RKAcdu7ceUEn7hvf+AZ9fX38xm/8BlLKsOAhm+a//8//wvbtr7PlljtQ2mfXO2+yf/9+fuu3fpubb7ydbjvLe667htPnRvj7r3yBL23+Mq7SVFB84+tfo69vIb/9r38PhYvSy8lm03zuc3/Aq9t/yE0330whmCQhWzCNBDbxRhWqRmI2Kn39RiVuidkFntMFSVVV5EjlOe7N/FteLP/dFYknXFSwa1H2bnozW3ir/hhxEwxjZppFNzaH2aH1WeB15eK4o0jZoJMw4hwt/GDqO4YREiqWa/2sjN5FzZ1AChPHm8Txcw09twDfz6Hx8f1JpvU5deMaKQJVZ9xxiFsd9KVuwjDS2GZ2hn6cy/wVs3M6Q9qk48soiUmOBoPcFlvNhKN4w3+aHitB0dMsTgp+o/cXSEYXMlbaw2C9yrf6A751JsvmFoe7eyymU4maQvUkg9W3uTf726Tjq7gq8wAPtvw6R50f4fnlxjMkZ/Rfk2RxrolG9WlYBWOb2fOeJSSIDe/dXFyvTT/Chuj9c641vzaqlPHGNc4Hp3p+nrnaiY43xgn1Jv3VWEPZ4WIRoWlaimYUN7RwM/GDPEFQoSk/cmFHo9kPUHPOTkVSL88k8733H89+nCjchTVq/3mboD11LVfLOzjmj/Jg+hNclX0wTNNqv6FVHFCqHm/gHKfH7PP1pzhRVBwvBvgKbEMwKcdIxRYBIWXCbbHVPLSwxp0ddTa0aGq+5nj5xQalSLMFxnlrxYVbO3tcW2YLS1Im56qaVSmNLTULogGdEZ+HF1eJGgFaC7TXiDSfneC/fGclixKChOlRqkV4fDDJgcOdPH94EcO1GB3ROq+OGgwV36QaBNxhvYcVkVacAA46I4zWNdsmC1zDBk6XfHblbaJmwKJ4lFztJNVGOjkZW0aaOG6gWZeFCb/WmAOXNw4NI4lhJIBQ13Rt9mN0i1V0Rm26Y9fwm923sUi20xYRJC2DuGGiNLRFDXJiaKpyPiygmunANXVSLzy/pIzh+kXaZZL/NvAs3y28wwmxl8O5x/D8kED9K7knmAz62SQ2s9V/mu+WfsiIV+UN/1meKH8TxyuQFG2MVPdScUZ4R+1nTSbKnenFfKp7MQ919nFT5KMc5C3q7gitidWsibWQJsHN5nX4uo7AwEBQ9PxQvN4QDBBGMpWqolBErAxau5hGmrtSv0KvnaArZjBeC7hW3MB7I7dzdUuUHznbkQJazCimjJMVvYyW9zGsCqxNOdzTA0drL3Ki8DygGcy/jJTRhg6xDPnXGrQStpUiGVvIhtgDbEkuIOcEfDu/k2+Pn2Cf+yxCCCbqisVJmxsSD/O+1K9yS+LnSESXIhqYOF8p6tohYUpqyp+ShfynYF6j7tJvRBCVDitAdUM5omnTRL+CUEVCIGakXadtWklicnKSkydPcuuttyJlSJ4LgqvXX0NLSytvvbUTpUPVlrfe2kk8Hue6664DISh5irxnctft93B26AwnzpzC14qxiRGOnzjKrbfejq/LYaWsjHDTxrtoa21n25uvoxs4OJc6MZKYGDTdKl87SMIK4S67q6GrOneeNvd7gVIuw2IMIUyEiGKZ7Y2nvHj96UU/Ha3uZ2n8NkrGEIbQWEa84fVf3im3uRH7/iSW2U7dHQWtaEleQ4+1ji2xFQxWHV51HuNg5Qf4fo5kch1CSGrO2fPdrsbmbcj4FA6j+c83g2dZaG5ige6mGB+i3VzBiHuAQuUo8/F+zaXfaArLK+Vxk3kNKzMGh/M+B/0BtA5YmTFZm/YpeJLtYx4xq5W03cfNbUnemagzWlPsKUTYM+FzY+ZXOOy/TKFymCAooowklpAYMsJqsYiy71OpDxCPLGBB+iYcVWa4sG0K7G2baeru+FS1aWgSKW0SkcVUnZGpgpJwMQgXnxAwbs560r2Vx+f0okFf9k6Gim+e54DPlcmZGRWb5p2bfrsQUKqd5T/1vz0L63gpM400vp+fZ9u5HEqL80/3l2vv5nch6L9Zsv+TtYsz2f9ztOl1IWJk2JjOYIkMhoRfbV3BNvO3Oeyd41j9R1Tr9SlYxkxnYLK0h2+5oTNm11KUamcIgtKU7mLzLq+OxRmqapTWvOptnxUlFsImGVt8iWKdaZt7YPCDIm9NlliVTPLds+WGaH2dhOkz6UQQwPqOCfyKwDgyyfPPL+TNySKfXpLADQwmawY3t7sUXJuTFZNFccGpSoRj5Qob0w9za1eECQeGq4r2qOA2K8SGTchxPtqzjFZLsXVMM1aPsDwtiBQz1NxzoME2U6xIxemMCgZrcJidV/SGZlZw58oH8WIV0nYf79QN/u8l64gYHkcjJqN1Tc71GCVHREegkiZBCxeem5rJ0h4uNk+a68v24CXGijsZm/HdRdl7WMsGRslx1PkRL7nf5o7oxyjqOlFhcXfkgxwNzpK00+wofoUgqCCEQV0XOFvxeU+PZNekIO8q4tLibvMOnkkWqft5uuMSV8V4vPRNpDD5WOZj1APNEXeUFq+LUcfhSOU5lrV8kIHyNnKl/SAkN2c+i0KxpSNJ0oSzVSh4HgfEftY466j4JvUgR8VT1FXAeOUgOXEcPygSI8Lr45EQaxhZQM05OxVtU9qj7hcAhRAWphGfopzqTVzHMKc4UIpwRp6gP/8Sa7MPsjh6Ez+sP0OnuZpfallBympl20SRCTmOEBLDSBITCQwhGjxnGocKHVbbFY2Pn6ZVpyplQYpIGF2eSq/CtMLDbIJz0FMVnVJEpj4JpSktfFXj7NmzAPT19U19ZsoovqqzaNEiBgYGGtdWDA4OsmBBH4Zh4wc1CtSpEKVjYRcAB/v3kelJM3DmTOOavWFVtvbR2scUJosWLuHs2QFoaLCaWDjUkBiYRgw/KOOrCj5VDBnBUC0kZRulYL7io/AZhTA57e0gFesjay6kSy1ie+ELl8ycXHTnFRgMODv5dPsnuLdngpjd3vhk/okanrAvbIaMg5DcYr6fe9MrydiCXfqNEF+WWI9ltlGsnm5IXBh0pm9kppxPyH9WnxdImy/v52jlBUq6hh/UOF1+teHAQTyy6Lzvz76GwQOtv0PNGadYPcLTtcf58+Hvc8wfpSLyFCqH+eOzf89XT/n8w8AET+b+CIFBTGR4fbyIFAJfaf5o6Lv0JU3+ZH2EX+38GGaDgLHuDvFc+UskzA6eKPwVr3tPEipG5Pi51hv47Z67iUf6QEhUUG04cHXaUxsa0crQsVFBtcGjVp7atC6VKnO90Tlp0IAH01toS151kTd1PsVE8+pzzfPHOZP7ITV3bMZfLx7tClQVfcHN4EqdmunT2I9jUsaxzPapg0LTQsfv3Tlwl5oP/5Q1Va/cBAuyd3Jr5rPcnflt3hPZQosdSlkVXY0h4L5e2BTt5brIh2lPbwLCE/fsk2aozFFzBsmX9zfmqZ7qK8cb5osjf8aXxrdzulLlWLXEcOlt2lPXkoqvxDLbaUmupS2ykncb6dQ64KwcYEflHJ12nDbbY9yx+e7ZLG9OxthdiOH6BmZKE1QUnz78At12Ak+H4/BwKc5w3WJXPsbb4x7/cKrGf+r/Hjv9Z/hYVy9ZS4XKFF2wNKFYngzH13tSy8mYoW7rR/ocJl0LQ2jiZtuM5y9QdBUVH36YG2KkuIP12Z+bOsxd6XN+IP4xHkzfxm8v7uHjD/SzOFHl6hZB3dfYUtJOlqyIc9YvcLLyyqWueIG/z34PYVV5M5OSRsokV7ORnC7zTv4fSNo9XBP5AK86jzEpxzgpTrFbHaTf3UGrSJCKLWJdy8M80v67XMON+FpzpirJu4qrsgbjqky/WyBmZinXB/h6bgcTbqjQs9i+gYPVHM/Xn2dMDBAxBM8X/wqtFT1qMT3JsLjGkHHWxFoYFEfxFUSkJu8oXqx+lXPlXbyjX8dXGjeosEcfpCtqEwRlvKBIV/oGbm5LU/E1Rwsh1iuTuIqI2ULcbkMKi77snRhGCgDXG0PKOJtiH6WqcgyXd7MomuSB9CY605u4M7GM6+ylXCfv5n2pldQDwa6JKm/Wv0OLamOz/SFSsUUoHVJcRYgihWgUCvxTsiaWPaT3CKaq6BWzs09yxv9mY46bqg2GjJKSbZgighAGpVIFgGQyXHPDdUWitE8ikaBcLjd+71MqlUglM42K4BAOppRPPB4eFEulAkq7FEv5qWuaIkJUponKDFUqpJJpKuUKGk3MaCFhWHiqRj0o4AcVpl0rTaDq5P0RHKaxoWGWsZFBa+ACPT8XYv9Lu8l5/dyUbWNRy3sv2asXjcTVnEE0AV8Y/jv2Fx6mVDs749PZm63AbGCv5peGmgmufyr/xzydFxhGEqVdMvEVAGxMPMjuymMEqk480kevXMfojJPmvJV3mFNYs0DVeav6bQSSTGwxvYn7OFB6vKFddmGzzBaO6YEGSzINHjsoyJO0JlYRsbqoOWd52vljOtLXsiXza6REjNs6YuRcGKoEVIOwP9xAs20ixeKEnoUBc72Jhnh9QKGSD59H+/TENE8M1LCtVHhCc4doSi1NVo4ihMQ0UvhBnpmccbP64Ar1av925MvULkC10LTQgWsuvmEkswmonXFnmmnS2e2aHaWdjcOZ+x7PBz/bVgeeX7ysZ4pFFuB4+SsWAp9qqYzTkdrASGEHizJ38vHsZv7w9P9619G+mXZ5bfrnXFXbTOOHlDFr9CZSho3WYElImPB87W2WqFVc25qk4EtcpZAIUkY341OFPedf92KnzyAoUg5Gycsy58RxhDD5udb7sRvr5rmqYod79Md4roBj+R8AipOJVZw4soWrYx3ETU17Cs5WBefKCdoGKwSBZIlxHV0xgxXJMjtyCU6VoOgptrp7qahxbjXvZCVbOK13kXPhXE3SEwNHCfZMQswURA1YkmgWfcDZms1wXXKsGKbvhsS2Bq1KlJQliZsQ01GWZu9lc2Qxg8EqJku7r+gphbDYH/SzJbWMuxadIygrdudS7JkM30h3zCLvGoy6VUbkmTnR9vnH7Xxr0YUizvHIYj6Y/BQvOE8wSo7bsj0E4tNsiHVxulql7k7QancwII/Sn3sOgUHFCkmHF9lJnqu/SI+4ii6/lc+PPMlHkh+h4sObpS+hVVgw1pG+nrsim/nyyP9C64DT7nZqzhhtyav4UPJ6UpZAax/Pn2BUDrGRjZwRL7E4fQdnazU8qjw9eZY1Vg/fyf0VUpi43igjhTH2tLRwV+SjvOo9TTRxDcnYYtZYd+OKOhN1zV1dAQM1k7dHljBYfZuaO4Lj50jHlpAWnYzJOErYKO2yNvUAq6Mt7Bw/jOeP85WRzyGNOB/K/DqmFKzKCFoicV4u9kMRTnpvUHMGycUnWCMX8an0AwgBAQqXGlGRxMBiMriYVNr/CZtWSDCNJEp5DeqQcC8RwiQiw7ZX1eQFMxVah9WfrqpMsR5AmIptmq/rjf/WjaKGaeJvTTDFVSmE3chszabRktJsfB7yzSVlKw4hIW+Aj0ZjNIiRPaUbeL4wNWobSdygzEz8m9s4kIbr23Q/NGlVEtFFjeIOm1x5L4+aHUiMefbd2XbRSFy4kGrq7hDDcoR4pINs8mpmnqyidi8tyWtIJ1by8+0/TzyyuBGBuFh0JAgxbkGeZHQhdW8ShcemRCdtiTV0pTaSivYyynHm4sNm4r6m2yhDeS3t43pjWGaCQHuss/pQ2r0k8WSgqhzMP8psx1RwbfoRbrXuIRZp5qbDappbW1vZpV7lSEFxrODyqred5Smb26wP8kLlEH85vJfvDlRCVYLmL6fSQdNtV6rM/zj7Cldn47w/9gCOG0bMmtEg04iTiS/Dv8REvFK92qrT30jVXiqKpRq4onDAxSNdc75//vCZHckSRKxuLDPLNLHk3HPD3PSoxvXG4IL6e7PuxlWx97M+/eBlfXc+01rhBhVAkXNPsWeyimFceVTj3VvzxPnPz6RMkEmsYVnLB+nNbKE3GuO0GqUzZrE4KVkY83mkZTP396Y4XZEcKcDNHZKosBhzDpOILpxnPIgZi/KFI2mTpT28XfoKw+V3WJv8YCgrFEDO0bRFJeP+cX5cxQytXfLlQ7xV+AJfGfs8CUvQbit+YdkkUmj+YMdSjgy3cU9rDx/oqZF3bfbnNF8a+0e+V/wmQ5W3WSiuZqv/GgU5wftj9zBYCTAE7Br3eW1E8aPaAU6WHNoiMOZIyoFkoGZypCh5a9zhu4Wv87Lz3anq7GL1FE9WXudQzmd5NMuZ4mu0RiRLjM2XxM7M94wHcl/nvw88zzOne3lrWw+nK5K865MwBYGGlohkTIzTpnpnbZbn45Oa15xei0yzFdvqpCW5llgkTHPZVufU51XnDE+Vv0a5dpYzai+GgFvSPZyt1hkVY9ya/EVOiX2cyb9ENrkOTcArxb/kLedxXKWpeuO4okbatCnVznCyVqK/FBLENw8BFWeUx8tPTOGiS9Vj+EGekcI2vp5/kv5S0JjvkqVqCetbbe7L/Ba/17eea1sT/EzqvQR4fL/wJRKRLm6IP9xofcAavY6ycomZWSSwILKJfbUnOVZ7mVqgWJUuMe5ARY+TjHTTm7mZIChiyRgDzk4cb4SVqfcRtdpI6wwDteqUTJkmIBNfxivu03yr8BK90YDrW30Ggj3sKz5G1RkBNJaOsFsd5GzFCw9PQiIwcAKFRuHPo2LwT8VMrCknK9xrwmIZX7s4VDBlHNNIMN/6qLUKsYsyjdIuqVQYgSuVSo1vBASqhtYB1UqtEaEL75NMJimXS8x02rRWlMvNaF4K00jQmupoXLOM1j5VXcQNSvjKoVwukUgkUDrAo05+hryWwKDXTmAacWavYc39tqlhq6faBFB1zjVw8uHzDhW3sURfxVwf6Px+vIjNpGHI6QFq7kS4wc6YvJaZYI1xG3Ei7C8XiFgZlsduB+Bg6XGCoMT5k100MGkVqs4IflCgLbaaF2t7yVWPY1spyrWBGQ/aNAMho0gh55BLBmF3NLzVtuhKbrWuY7d3Gq0up3pvPnJUzWHnJXZ7OYLGRND4jBbe4q/9PHU3RzYrGXUCFuurWJ1WCBEhyC/jmfz/5pS0ab6MTGINH009yI+cnZwtvtFoe9ju8cphXtfrOOA+Pyv6YBpZHsr+Mm/47zDJnlnarOenOqejdReyqN2LH1SnvpNJrKLmTuB5k8yuhp2JSZutkVmpD2CZbdyT/Awv1b5OzZkZmW20a5ZDJvlI5jM8U31squ3zR1jOp+m4cLp1xq+ExWcW9PC1s5fiyDLYkvk1tpX+4fxCHF2f0v4tVA7xguzHMtLvqn7TNFtBqxnv4XKibP9cMXGC5Zl78KizUq9ilBxFN2BLcgHPVvay0VnLlnaPB5IV9uZT7J3USAH/e2gPLlVSdg+9rGaX8405UVw9L1bufAs5Bk0jSUlM8qWxV1HaY3XsHhaLTmyjeZB8txHO5jwI30+g6jgB1JWgv5zgsTMWhlA8eibBm+VzvDhhMilHOFN+A8tMcEfkQUwhsaXkl3q6ePysw6TjcY5JFid7WZQ0+X5xDwYW3TGblKnoiylSZsC5usVoTfJC5StTWKlmny/O3s0itRJLCgbrVRLRHs6UfSI6Qjy68KJceBfqx/HyPvbm7uHaFh8poC9h8YPy20RJklIt9NLFLv0KC+LX0a9qRK0Wqs5ICIs4r+p/ur+jVguLojeQ14MU/dNAmDpsrl8Lsneyget5pvDneKrGzlyR5fEk2/2nWG++j4XRBNQ30Jtexe7KYzTT6pX6KU5ExvlUy8MMVJyQzEgrXi38GdPUTKFVnX6qFzjjTpb2sN1c2KC5CDguj9FVXk+LbSEIq6Pv7PR5vQyOO8odsU/izTiMWiKUhF+vbyBmCtbLFRx2H0MIg+8Vv8nSwU9RD+AXW+/kQM6lqjyiLWkWq2XsNV5BRZfQotrYmPokaVvyfHU3EauDdYn78XC4IbaYg9UcO8pf4XsDW7ilM0KbuYxJtRsp46xs+Rnub+3j9fE0r6pn+TXupqjyGMKmQhkBxI1/Opg42Yg6Nk2hMEWUgJBoN9TE9lECbOIoAgxsAuEwV6lBCImvaigZFkAsWNALwNmzZ9m4YTPNtVdpj4GBAVatWkMTe9bX18eOHTtQSiGlMZV6HRhoYuAW4gc12nsyjWsOcM01G9FoLCOJF5Q5c6af1atWg1Z4qsTMIIFGMew6CMCQEQJVxzLixEhSp4ZA4AQzCwEFQpi0JdeSNLs5nXsmbLuqck6G1co1Z7Zm7Kx+vVinC2E2sBYGQ/mtjY14BhGrsKm7OQ54P+TFwp+xtfg35Mr7OO1uJ8cQS9J3IWYAEaetqakYViVKmaDijzFc20vUDhcI28ximpmGDFDTFBEr28ghX3jzS9DC4qTBocL3LgkKbLZn6plm+LXl2gl8f3KWY6LxKdX6uTH+CYqu4uaOGKfEXn735GP89cjXOCD2NkK11alTqeuX8JTG01VMGQcUsYbequdNsqvyKOXayRD4anXzH5b+HlenfoYHFirK/jAgG3xgzUaasyJeLcl1rE5/kOZAmg+L9fPtv8R1yUem/rvLXkcoMNyU+ZoZlRPznuq1drHNFKaQmMb5fFFzFSZA8Z3c5ynOkftqfmPmL+de6XI2X0PGeemczwm9kwtF2kILOMHuS1ytMelVdY4yxKXNMNKYRpZbEj/H9clPzbreP8806cUtfLea/vLrZHU3A2KIFp1mZcZGCFiglvDwEjhTjfCVU2kGaxKNZnVGEiVJTGSoB0VyYnSKJ2pmhKYpqXVpCylwhipv84vtP8u/X/QZVpvdANxu3XaBtedybe7pV7G9MIYhYOt4hCcrT/CKs4fHSj+iX+3m7fI3OFn8IdfEH2Cj/UGSpskH+0w6YwaHi5IXy1/imeLnOVR7lsN5D1M2iMbVICVPcbQk2dw5TskP5X5sA7oS17AgexcLsnfRxAbXVZHlsRQ/syigjkvS6ua7+c+zrfAXVOqnL+O5jFnUFgCtiTW0RwWD1Th3d1ZYlYbr5AbiOk2MKANykLTRS7vq4arEfXy2+xMsSt82p/DqfKu7E6RUFok1dbAxjBQ/1/XvScVXskZvAsLonSVj5ESOg9UctpFkVA5xql7itDzK/vpTeP44zcr5qN1LRRZ5b7fHprYophDYZrpx10sRoofrXHMMn8w9PXXA7C++wpl6mRvaJaYI8WV/d8LlYOlx2lLXcHtXnBE5ipRxerO3cUtnhKxtcWd3HE+FFbxNagzHK7B1rEzeUSyIaza22by3J8FCtZR9+nVazWVsinyIHZVv8pL7ClVfc5N5Db/V9ysskR2kdYYnKy/QL/aRiPSgtGa8DiXVOAxrH4sIUQNuaUuTMrsbODOHQHv4QRWtNQl5uXKKP31TU6nR8B34qoYTNB0giSEtDGFjCJugUcka4GHJuREtkMKizWxvyIcp2traWLZsGVu3bsUP6lPO4v79e5mYHGfz5s00x8X1199EtVrlnXf2TLVFSJPXXnuNnp5e+voWAAFtbS2Na76BUuF6YGJz6OBxcrlJbrnxzgauLnTCwkpgiW2kCPAwsBs6rQKtNRWdx1NVBDKsQJ1ighBIYZGvnqQ//xIzx+/J4g/xguq8uP6mXTQSFwRFIlY3LakV51E5CBHl7vSv81Lhzyk20pVaA+hGyLrWINqtzxM5EkgZQykHISyiVhs91jrG5HEKtX7SsSX4qobrlWbxvgG4fhGlpnPooc2upjyY+zaH8hbLsvcyUN52ATmaJidb89QfRv2EjM6LO5tpSjnscn/A3iDG3e6HGC3tnVqkKvWBqXaZRgZDRnG8PN8Y/7MG11MYmWxGsQwjiefnSMaWkbA72SxuY/dknX2l7/B/n/pgY5BPg+CFiGIaSQxpzzqln3V3Td13vvz5P4x9AT+Y/vv56gfhb22rDdebmBMJm47OVeqnebz+OS4FGteNxfTCbO4/vnMTBGVeqH/nklWIptnKf154F39wNsJQcdsFOOLefXvCZzTYUXuUBYnrL4Bh+HGE5GfbT4ao+N1HqZpz2fXGOFB+gvXJj+DgM1QJuK5d8u83Fem6JUdht2L3G8s4UggYdisYhSR3JFZQcBQvBAOczD2FbszbmYeUy68GDvt0YeImtnQEbJ8wcZRiS5eNp+AlZwOjxR3v8jnn8hy6vFX6Con+X2ZSFPi51o9wZ6fLnnx4rwWL3s8LQx6lwCVAETMlltTc2qF4ZdTAD4po7VJzqrwRfY1juaUMF7YCkrdaOvn9zNUMlZIM1Q1G64KECe+NbuYH1Re5ihsJMh7DhdcZLmzlHbGKn5EdvLejlT/oPzBjjmlMIwtwkah8cB7OaLW8BVfBa2M2WzrgeElw1s+TJsnCaIJR9xwbxFoOyhMU9TBfz41wZs5mM5/5QZ63Sl9BSntqzCrlUvR8rrbuYZ/eiuOHOKGqN05PpJMcZdaLWxFK8OEFCXZPXss7upt+ayf3RO/n6eqjPJj+BC87u/jL4w5HxVsMFrZeAYa1iUmazuI0zTTiXJdNsylb5g8PWaxIGxyThwiCCraRZNKBEf8QStXIil72TAZMuHVOluLETcGOyjkMGceQUdoSq1gYjVPxFGXf5LWxEvv1G0hhsUrciK8CHlmY4dzgFk4VXuA013F7e4YjeZ+twct8IPYeVvI+husOi7JRXq4d4rnBl/D9XOiEa8U57wBfHQu4zlpJLcgBkrjRhqPLWEacKAkC/U/pEDnNtNBMYUaMFJ6qorSH0j5CmMSIEBDgqDJSmMRFnNfffBFNwMmToebw/oO7CSoerumwYcPVCEwefvhhPve5z/H5z3+eu+9+L/l8gW9846ssX76CG2+6kaiRxVVlrtt0I1evu4a/+Zsv8MgjD9PR0cnrr7/O0aNH+Tf/5t80HHGNbSR5+OFP8rnP/U/+4i8+z9133w2lgL/+6t+wfPkKbrppSyMK11RpCFOpngorUhMyiq8dkBZ+UKcZLDGxEDJNLWhmkDSBqqG0ex40yjKSdCc2EuXCRXIXdeJS8ZVEjFRjsYGZC7/WdV4q/uUc52x6Qijl4wVF4pHFOH5u1mberNrU2scy06yM3cmgv49C7QypWB+miFBxhklH+5hoFBk0F+z5nYK53GLhQnWuupue5LVM1I9RqQ/McoRSscWUaqdA0yAVbpLAlhvqAuZFNsqAcu0EAN/l0KznnpsCek/i5xHA04U/bTifzZ5sKhKEYMiqM8Ki6A2MqgI7i19CCBOHKosiN3AGCAKXqtOPZabx/Dx+MB1EzZX3zhs568rcTJtcwsHcN8M0xixc3vwOxfwO78yoRHNRuJRD8pNcPOantNH4cxy4+b+nlMvfnh3k7GVsPO+qdY3IRt0doRgdOu9z08jSnbruJ3b/nyxR8Y+TctR0JtejUCRFBE9pzlQEQ/k0E8/7HMxlsCTUg4C3vad4xze5znw/A7KftNHLGI2Dh5Bz5s3ltid8z6dLr/K1UyvojRuUApezVZtdhTyb5R08zU5+Us6zUmVeKvwJy1o+xN2dndhScbIUsNXdy+/GN+AqxVveUyjt80a1RMb+lyxLatJ2eFLX2kVg0ieuoke0sq8BYxisvMW4u4H1pk+HragHBmtSLjHD5gdVWJlIsUbcxV8XtiJlDBODXfkIgWbWwQwu5rxd2LYWPs8RdS09xjoOF3rojWvG5RAb5VrcQJNRbYxSISkyrJXLeaL4hcuurI5abayJvY/TwU5y5YMIIVmUtPmNBTE+uifPNda9HM+0MVzYyqvq28TtNuJGOx9N38SDKwYoHV7I4VqMYu00261dVOrn+FbwD/hBndP+c2QSq95FEdL848vxJnk1P8L3ikOMOYdx8w9wpvQyAGPlg3zBGcTzK8Qji8jpAQyxhBPyKNdYmzhT9llldbGp819R9hRp2+BMpYYQgn8c6acghknJbjK6g/WJFs5VPV4657NBrOUUL/Jq4c/Y7a1mYWQzN8k7cALNkFthVSLFjuog48FxfD+HaWSm3rHjFVCWImoISs4gEZEgYVjEdAtRA5QOZ3dHWztjExfHhf+0rbW1lWbiz5AWcZHBxcXXdUwZww1CrjhDhA5cgIchLKQwCVD82Z//yazrPfbYo8CjdLR38qd/9qdofNatW8fv/M7v8Nhjj/FHf/S/iEajXHfdZj71yV/AMmLERQSHEkrX+Z1/+x/4+jf/kW9/+9tUq1UWLOjjt37rt7j22s20GB2UdBmbKFevW8/v/e7v853vfIs//MP/h0Qszh03buGhT3wGX4cShk2zjTRRYtSp4QYl8tonUC4dVjdFrKkUakVNTtGoSGEjhIElE0StDjQB62L38Xb+S5hmllR0AV9cs5a/PnrhiOrFFRuqp/Aj3dMvIrWBYvU0flAilNC5MCGr441gmi1sin4IRzi8nf8STVWCIChPVSwq7bOv+CiWkcY2U+HANBN43iR5Pb+DeLnm+gV+v28zBwo38LcjX6bqnKEvezdlP6zMbC5Ec+lGtHYvskjNdYAu3C4/KHFMHGfY2Td1PcNIo5SLZaZxvYlZ9z5VfY26OzqVSjqRe2Kq8s9qkPv6QXkezjbQ8yxMMdnCf1y8lF+uLsALqjM4oi4OlGzaupZPcTD/2BUskpeKNr1bh+HSChYX+55SZXbn//5d3PfybOZYCekTZlsi2kNMZH5q9393puf8c367VOWzKSIkVRJDCE77EyTdDl4ezfDe7hxxMyBhmlzdYlMcv5+8KFGkjIHJ6dKrSBlBa9WgDpqLf53P5h9fnj/BU/n/RdpdTUtkKWbhaobkKSZJzvv9H8ekTLJEreClUZtPLCrxaytdDu/rnfo8Zfeygevx7ABXaXaMK5amDLrTmxnKv4omIKkTtEQsTLMV35/EC8rsywWsSMaJGorFcdhXsJlwNN1iFa/UDuFQJmr30JW4hkWinUXxgB+eY6rCrmnTqeiLPff5/The2kXeOEmQvo9SpZObIlfzRPnbRIwUgfaxjQTtYhlV5ZOK9hEx1l4G0bbAtlIsEG3srhxvkLp6nCo5fPlklKozwjHrLW6Sd7A9EzBS2EbNGaRsd/JNXcLa+z46orC7/jhBUKQ/9ywAtRkMCIXKoct4a5dnWtd5q/AFANLx1ewXb6OUw5qWB+lUPZwWh9gQ3UTcMCj7Prd2CvJnr2JpUnNVRjJSl4zWIW1LAg3H5TGGqm/TGb+a90ZvxlOab038Be8U6mzK/Cy3xHuIm4J2fx3j5X3caj/A687jZK0WXq6+SJ99Lct1kn2l76CUy92Z38Knif0Dy4zTpsJK3kx0CR4upaBGxohhinCVL3qKl557GQMDQ0hKqtAouAvTeHGjDQsTp1HpmZBZTCEpqBxKOUSNFjSq4YDA7Dk6k4A3TAlqNFKYDZhEWHkZzm/VkNwSKK2ImQYyiOIIgTeDmSBElAVoraagFh4Oj3/zBSpBE7+tptoihY1GT+2ZGzZsZMOGjVPttIwkgfaRwqSg8o0otCYSi/D7v/p7jH+mjok5w7HS5ILxsHBCemh8NmzYwMaNm9BoEiKDKSR17VILJhuHs9BPUdqj3tiWhTAIVB0hrLByFU3C6MCl2mDLaGTNtAtaolBIaVKpDVKIT7Awezd/vWojP3voeT6061FcvwD813nH7UWdOI0/C7zuBRVWpO+hqvO4ukpUpjmdexqA3uzt5Gv9VJ1+OtM30CvXsb/8fY6oNyg7w7OcjGkJpmCKPLgv8z4mvVO4folKfZhsci2F6skfi0vLkFGeOutTUHWSkW5sK0WPXkGrsYnnCn98gV81gKsiGka9vMk50cb5HaD5U1wBx3LfZabDpRrkhqHO6PS1rso8wLHyC1PPO/VPfNCiUVACWrkz0tMznaIZlB6Nz0/nnuYz5Z3zPMPlOVJHSs9cYeXrTMzDfPf4Pxna/3EiTj+eFSqHKFaOXeH9Ly/9eukCgIvb/OM27KtkbDnr7ffzVuUbs0hip3+bJEELe73nWGe9FxOTHzm7GB9ZT9lv4aqUTy2AZ3KnOFZ7kfWxD3FHSxf9pQ6O6+en7js743P+c4dtrGEYiQtE4sMLlKoncP0SQdxDaY+T+R/Me70fx5SqsSqZZEEcztUirMyUuLe9iwkX1majRIs30Ze0WJ3WXJMpU/FN4kbAhHMHXyju5L70v+LDC222jRGSkRIeIn/kbOcO92ZeH4VlKcmb4zVed77byCCEDm4s0set1nWszhhIAja3S76T65iF4by8A9f8/eEHeUb9IyyUC2iPGlzv3M+kKFASE+T8fk7UfoQVfz/vjdzP1uDSSinp+Co+GH+A7xW+OgNeIDithxhwLJT2CZTDPnmA0eLbjY8lt8Q+wculL7Bf3IqBoO7+/x9FKlaPUq4PAhDRMdYm09TKS1Fotvpv4ukq4wMbcYTDFwY9HFFDoxrKDIqe9I2MlkN1i6v0etZmJYfyiiAoo/E5VHuWT/V8mq0jHmvFzbxlj/LQIoulkx/nr4b+BCEkZXsxa7PL+JT6TQquzz0LLF4bUTPaeIJI+l4APpy4C42iHuRJyRgJ0+dczUAIQUzY5IM8WgUzCgtCBygiTATgBpUQ7oMiKgwSIktF5KgHOaSMMD+GWTOTD00IiRQGgXLRaExh42sPoQVS2kSMNJ6uIxAUghoxoriqgprCv+qGw9Wk7WjixwwsaWAbKZwpvdHQVCO6Pb2+h7JWpowTaBcvCCW9fKGxZKxRRBH+ftLz8HGoB7lZ1wwdPUWgGpRY2sEQMZRyKTE6dQ+BgSFCqIBFBB8XJyhhzWA3sGUCQwpcr4Qnqpgy2kh5VxpEx2HgIVA1KvVBND7H86FP9Z+OLmoEzfIkY8svOFYvuyZdyiSr7TuJqAgREaObDl6rPjr1+UhpNxGzBdvqRGmPo7UX0dpnvDRT50zQlbmJUn1ojpanpqImMISJEBLPz5ErX2jiCpa3fHgK6yZlfIoTaK453jCP5z5Hsxo2arVxWL3EWuu9NMXnhbCJRxZQc0emNhUhbFKxxTyQeohJx+Op/B8zs2JzPrtwimt2tVQos2KjVR0pYwhhEgRFjpaeQ2mXiNWN6+fPo92Y/reZ2pDzVarOLjCYPz16aROYDfzFhTRaL2Szn3e+6/70tDt/ko6awdqWj1OnzMnck+/y3tPp3St/5stzPAwjOa+Ddbk2d9wKTBZm76boD2HJGBtTrRTlfZx1d5G0uqn4Yzhenro7TjK6gCV6IQPspCrKXBtdyLHKNrYxTE/1g2zMKv5+/AdTkIhj9lYGclnGynundECntQSb3EyRqTYZRjo8EasyppGdotppynfNrYzU+DjeOGfzL854oitz4EKH0bnI7wL2lXN8sDfBqarNt05nWJSEkZomZgqua7ewJCyNO7jKYMvGAcYGkizPJbgm/TCtEYt6IDhZK84SrT+bf5n/ikGGLo7VMrxTf5KaOzLLQa+74/Q7JTYYWZYmavSPJbHMBM7lywdf0pygRMwy+cfJ7/Mb3R/h5TFFReRpMRfTaa4ioeIsTpn84NzJqd9caE7XvRzP1Z7BMuNYQXsji1DntLudhNU1pbM9UNo24/DqsV+/wYrMB1iXjvEnA//7kutPE0rSxOFC83BzoejupR37luR6lpo3cDrYyZHqCxwoVQlUFdtsxfGGkTLOVakbOal2kq+eYl3yw2xJLmBx19XkXCi6miBxKwMVhwXxCG+P+zxdfbTRRoEXVHl7XNEeNRmsOLREl/HaqGC07pCJLyNX3kvJH2b3pGLC8bi6JUrFh/aopD11LeOlXWjtclBvI2Ms4Fi1zM9wK6ApqDK6nqSsS1hEUTogUHVSRkiZUVaTaB3ys1V0lYSIT0XLXCqkZRatFAgBWqNUc4A1ROtltBGMCB2QEKYjGiT9TEXQfO02/l2HAH/RvJYmwCVmRhtwoqZWqh/6AAgC7aJ1gEYhdEBFVIkSwxXWjKInPee9C6ZwZyKKbjiF4f0dnMCd+o1Sdao4U22fPU6a15q+x7TDFfaDFHao9U4EXzvUcYmIJJYRQyBpMdqpagdFgNNwBsM+N3HwSYgMJeHPKuBKx5dSrBwL+SDNVsY508h6Mm8hYdMuw4kLH9AykhyoPUMmuoS4aCGjs9S9aZb+IChSC6qk4svJV08Sj3RRc2dr6/Vmb2OZ3sgu5kpBQckZJG63U6kPNIoeZuebp01S07kp56Q9uZ7J6rFLbGQaFVR5f/azJEyDfxz5HzQ5j7T2GmoD0xizRHQhN1sfYnHSYLTuNNpzpWSyYioVGkYa5gBpGwO9iZPz/HGEsOlO34LWioH8SzQJd8OTUJMKZbofIKwunX8RbS5U02S6V+JACWmjGxW2IVD/Qu9jrl2OFNvliGdfqV1ICq7ZD/M5WFzgNxCxOvhAZiUDZZ9TPPMunLDmwvDTpRD5cRy4+Uzjcyb/wtSY+UL5ACDpTd9IC70sMtYyYY1wwn8exytgRcLFf0/+H9nT6Evb6sTKwLm6xc3m+3hS7wIE+fIBzl8sQ4xs8zlmjvEmjZDAbCyiNL4Tzkmtm8LZM0/RP96YClMjF4cbOMLhjYlWRmuKou/yw8IgFjZXR7vYmNVsH5ecqUS4v7fOsSMd/PnhDC87b7NIr6S/XubooMspPV2I1HhazuSfn+GQnD+ftXbYWvwbTombOVa8lYm6R7l2kp+kpewe3vB/xCpjC3869C1W2LeR80/znsj7URqq2ufr+ZfJRJeglI/jDV9wbrjeKAWtWJf8MG1mlgPsoOQM0hFZQ3/xFTQ+46U9xCN9M7g8NaPFNxmXB3gSGuvOxU3PM7+bkBPLbCcR7SZf3j9j/ZtNp9SM9IYH+/BgYMoIlrZw/VLIO6pc0ApfVRGYKFUjIWw2cju55Eb+9ZJObukZpndtmf1vdfC9s1mOFXwCNKN1j8mgxkr7Dq5Jf4Knqy+wXmzh0dwXyMQW8XsL7qcn2soXT5VZHk9iVxNIGWetvJ2j9Um6ZYbjBY+WDouBssft1r18X4ZykqaMMO4dJ1AONqG2tq8cikCgPTxVQQqLhNGGKSSGEDjE0QRorfFUDU9GMISNp6sEWlHzFXJqPwy5UTWqQfOhZxQWTjs6hozgBwGGtKaqL6eLEkXDIYMpLjUhcbWPJWN4QbURjtf4yiHAZbrwRCCEJCUTOKqZmp3pZIX3lw3lhjBVrKkHc9fFpvpDMPXbMMIXDalOsKk3Dom2kcALqjOyXU0n00OKyFQ0UykfTyiCBqTBNcI+s4nQHtE4KkrS9DlTnV6jAuWSNTvxtTqvwKhcHySbXEu+cpiu5AaGK7unxmqhfJgL2UUpRjKJq1jcEoZrHW+4Ubrr0aH6kAhuTH260RlRYpE+TDNLoFyUdvlQ8iFuSv8Si7L3hDeSMWKihe2Vr86rFlCpn6LsnAOtpiYUNE9ZM8viA4byr079brS4Y1bBwMXsu5N/wrO1FwgRZE0x9ghrMh+iLXkVmcRVU5Qmt3fFMQT0yzM80v6v6cu+Z9a15pbpz7Ww8jVAa49rs59mbcsjNAeEUhW0rs+gIZkWAJ+oH8NsUCMIEaU3u4VkdCHtyfUsyN5JOr6K8xyP85jURaP0ORTMXpp9X0gVI+RU6FmIKCtbfoZPdf4+n+37z8zF2E1HaHTDgZ29SM6U+ZmPsHW+Hpn++1zx7J+EXUjL90JOVBPPMf/njjfCnw78OY9O/imXw1l3vpP4T6kq7EotJGAWItoQ67YZKm4jo1s4FLxCh+pmZfr9BNrlOAMzKrLDfvKDMl/Lf489kyARSBlv0H00F9KZlc1B41Q/fe+ZnwHhgUf7JGPLiEcWI4QVpm5kHNvqmEVDFGogL373T66nT+sXMkOb7M85nK3WUWgMLK6Nd3N1i2DMNTheKfPN/FMEWnCsmOSrY59nqLyTCCavFb/AQe+HbBC3zumH5tP78zpFTUoiresM5l/ljdpJ1E9hjI1XDiOFxaA4Sql6Ag+Hn0l9EICzfoGUZZEVC7jFuK0RRbl4lfrC1M1cF+ul3YpSqJ/G9UsoAiKN4jYI5mRlQotabXSobi5vHs33nXDjNKRNpT7c+NbsfhXCQGCSji+b5cABjJf2cDTYimnEKNcG8PxxND5BUKRJgr8teJ4qDjkxiiE0Nddi5/Zu/tMem6Gqojdhckac5ZgeoM9OskC0salVUKj182Lhz+hKbuB2616WJVwMoTktj7IgIbnTuosVmQ+wNJqiLqrkVI0fuU+xPxfga4VC05e+BaWqDBd3UXGG6Y6sRwvdoLowUQSNqJdCaQ+7ETQwBKRlghYjTUKkicoUljBIiDhx2YIpoyigqktTzpoQEjHHqQtF2o1GP5rIBkWILRKhc0QEKYwGxYbGlDPpfjRaB9SC/4+79w7X46rOvn97z8zT2+lHOke9S5ZkW5J7xTY2xmAbbLBxANMChAQIgXxJSPLmS4MXkkAooRgCDsW4AcZg415ly5Ks3vuRdIpOe3qdsr8/Zp5ymooxJd+6rgTrPFP27Nmz99pr3eu+ky5OTgikrEbEHBSqFmQRQmDIEBIoqEzDWj+RV3RqHWqBLgMN3JHuOqSUheXRsjjeRkAKnbAIe3O+xK8l8Gtx75ldcmKBhqPKOMpC8woTwMGySwgkc8KKSLRCU7BMxtLJ2cNUo3u69OOXVSqwsT6EYxcom2lAciK7mYo5UvutK3H5FM92qsKGUi8lT4waXADxaN5ilL04qoKULldZS2Qp58grGRBudOy4vpX7k3dxTujtjJYPIoTPHXDFbUQD3eTLA1TMiSHyipWpfWjVF6KwCPlnEfK14NMi5M0hKla2pi9adzJObgoLXYtRHBe5eFP849zY7eMvD21hlX4dS5sjDBVtirZL9jhsHWBm02IWjqzgOPU0TbV9VdmvsU6EK2RfJfV1cJjmTGO38DeET23cKFvQSyu418kVDzHffzmtsXMwZJB7l61ipOyn7Ag0obht67fR9Tj2mL5yB3Y0tIBLfTdzSBxhxD5MWGvjw+2rubojxRd2fpL7Rz5HPLyYbNGt1E3bvVTkYh7Nb6EpspySOTqBwHcqa4yYjJ0c3SjbRAFydxD/9tKpUztak9/z1NW11SqwM5U1+0O0yfqgPXY+mdKxcYSyVdOYHr+QBWolR+VBDiUfJivSxI1uHEexiLkc1aLsSt474bqOUyCd28NjxgYK9kiNTDsSnMcS39XsNZ8lU9hH9ZsZC86fyK9X7ftqRbiUkRo2rjIuHaywKJzmGH6ttj7zXSLBWXyw7XZeSPcTUxFaA4KjeTg7YZMROYazW/nxkTehCYFlp9GIksKV4QkZrewSmzjdKG0kOI+rg7fyC/NrOE4OTQtzWXgueVPRFFleI6t+PaxiDjKQdjMsmhZlR/pe9hda+X9mfpC2cjM7MllMWXaliE4DqjFc3sceZxbNMkxHaAUAb4+tZouzmKfK/zHleZrmIyWTU/4+0caOG7/RgeUUqFipcRmMulWrhUuV0QmbSk2LEDOmM1jYUctGuLKSPbgFG22Ydp55oQSRUoB7jtiU7Ca+cGw/e9L3cz4f4fJgG/OYyTr7aVqj89iSPcTO/hxlc4iuxGVcqJ3PE+VfsPfQSr68aBpL1VmYDnSEdN4bWErahJ5SgkXhGOSv5Jf5n6KUQ7N/HiGRQMoIM+OXYRDgLbGlONi0Gm3YjqKkLKyaVqdD0jpBTGsnb9v4hIat8DYBgoqXtpRIfASoUK4pKWgy4EWaqtEv6Tl1Ar+IUHIyaMJwzxc6NhamnccWZS+44Gq4Wk6J8YS91YIEv5ZwI33C9rjk3EIA9x3ZmE6RIj40oeMwOUbbpfiYnEheCh+WU6Cuw64aT0Qpi4qd9uZIh4yTqvVb2U7h82AdbhGWD0Pze5Jabtvc6L3bL7YyKdth/LpClRU5UyFklRMOYtKt2C+YyRoW0NBiSJHxNnCugojPI+/viF/IifR6YqLOozneTurEdccuYri4twFz4S5sPqMd2yphWxm6E1eRrhxlM88Q0lppppuKlaViDvJK+tskIkvQZAjLdsHGFSvL3MgVHMg+OSEVVHV6Ar7plConqGJlSuYIN8X+iBkRjR8mX+DjM27l//b+4oy1As+K3MSaUBd3Ff6Z6qAsqArrhlzQ5YAc4FxtAXutATaNpnhT9Cwqdp5fJA9y3No07mpuWHZB0020OB2sy3y3Fm52HcuS137JltT3vPSUWdu9KFUV3s3VwvnVPnYrKQVShnls4Ao6A4q/PvwTKmZ2kvRZPVTb7J/Hv55dYKg4k325RRzNC/IWPDcU5+fpbwBqTDXXYOYV7ueVGvecNSWn22SmJnUMhDAw9Bj/PPs2PrP/W+MUIeof5+tjgrbYakbze3Fq4e/JWjr+71MR8U6Olfnf7sBJGeL86PsmFCikiocJ+duncOJs+lIvkA66LOaG3kq/s4dZ4mx2mI8T1Ju5IPA2ni5/aZJzNRY1vY1VxgKOOTmyvl7mha9kluoiZhiMyIUeAbQbyREIVG0cK+q4Ss/xF8YYyp+Tb9qEp17SyIj++ppSFWb4V5M3FR00EfUZ2Apa/bA0nsOkgq7HGSgX2aZeABS2na1VPqaLPR7g+nRM4+9m3cH104d5bv1cUvk9CKGzLZvkuDyANYWD8hs+IVCv2i9V+tiRNGkP6hhovDG8jK3Zk0sBVi1T2MtLoocLYh/gaPZ5wOF+ZVFwTl6skC0c4hjyFFCR8W2uyxqZdua0qHgU1iTjX9AZOQcdP8VyPwHfND467YNkKg4PZB7Er8UIak30JH/N076XcYRJsnCIp/ZqtahigjDnJCxmhX1kj11MxVZcHp7PXf1fJRFZgsJmvbOJWfoqfE6Abekg13fBaAV2JMtkKwaGFLyc/xGbzSayhUM0R5czUzuXy6Ld9OZNmqLv5YqmFjaO5DmQqWArC6Xc6JUPHam1UiaP5ZRxVQkEGhq2UpRwo0ZlJ1t7aikMojKOUmDgw6SqyNH4HTkIoREiioPjpkNVCTwnB+GlHlEI5aCUieUVCgihoYlQbcxWv3vlyTsGZJyKyoOQBAk3YPfKFFXGi86dHPc8sdDLxcO5Vk2lNhZGlBuOtEHh4ejqa4TpFGjW20jZSSyniBAaUmgo5UbWTNuNNirloMsgOUsSzEHRNEjZLtY/KKIUVIasymOaoVqEEgQStyAEoFjuRyAoevPDSG434LAnPTUu+5SYuPHeMwgcj9+tYo5gqTJS6JhOkcHyDjqCcwj5WilWTuA3mknn9tTSUcXycXQtwVH1CnZtEqtrJVYXeHtcyFTXQjxSfIhr1VvJVvp4rD9LKj+5CkBH/AIK5jCmlZ8gWTOdVu+/q1EzRZEyMyIx7vBfi63gJ6m1DOQ20xFZSX/e4o7md7A4Bvf1NrGWfYzHU5TJ8ab2pQT5KM9m76otMHVOOgNXh7GElBFiodm0GQu5IXYWh7MVHsv/kGK5n/rAqqYnXAfvXw7+K/HIYpRyGiZ+lyw55J9GyGilWy5ne+7n9GbX8819a3gw+2ti2nSO517x2iCn1I+VMkIk0EWmsLfeU6dZ8TiZ0+TeK8P/e+xhTHPU3Y018PMpVX4N0bipgMiKLrmct7Zfy72pe2qRmqnMve9UKVQxxd//99vy2K18bHacf+65mj3J+6hOZBVzsFb1PHmBjHIpf1SFBbHrCKgIMRVmnu9ShukBNXmUUgiNuWo2IV3SZoe4InQHpmNjYiMxuDKwktHIYVJVDkghqdMVCXfvrkU9J8KVWjo9BQfve8PxZP0mk/x7PUxwrLwR0z+Pjy9S/LxX0l9waAtIHh+IszP3Az7Z/ae0+OG5A9VodL0dbkHD6bfrX47ei+m8kw+13cR/i18ynN3E2vTX6UpcQa5w+HV7Kikj6Fpo0gjbT0e+SHt8DbnyAK+YPnKlY4x1tqc2pUq8nP4m1e/raOrxcUdMtqmyyRYOTjFPOGPGa32+alicT+LAVcm4BTrt8TUMpjeA0JkWP4++1Au14waK2wCbUqWfRzN76HK6WaxfwZJgCw9m7gUEA7nNzI9ejR0wKVkpRMWHoSdYbz/OFYWbyJqQ0AKMlGyu7ZJsyN3KkDiGpcqkKj1M1+fxx7MTpEx44HiWjZWHuTl2G9NCkp6cW00a982kUD7BInkxq6LNHM6Wieo6BjrPj4ySlCP0FNfxEXUZpuOQcdw0XFS20KbHKFiKlD2AjYMhJEoJynYGXQaRwvAibQ62cjA0gaM0HJRHGdL4fiVSGGgYmJgoXDoQASCqOGe3cK9eDCHRpM8j8tU8+hEDhe3SgygbW1XwiRAlJwNC4NhlcqJco+6AamFBFZs2FWZVeo7hmVrjBtJNHUupe/3iRhIFEBBR8tXoppC1wgu3mlahywACiaNcwuyKynpOrEUWN6hjU8SkwXGWfhSq5thK6Wdm/AoyVh+j2e21zaihTU32e1JMXE/y12PwCkL4aIut5q2xD9MaXowQBpnSMYJ6C2UzTanSx+7Kk+TLVWkQp/ahhQOzAY326ApCvhbaY6u87vOwYw2AU9fhqC+oFXOILmMlm+w9nG/cAMBl0Q+yrOkOwoE5DS1WXCAv5wLjrby79QOMxWsofp35Gt/p/79jnvGg8wqrmsq0B2BhVPGWyEV0Ry/AEEEyVoWoIXCA6zuaOT/+xw1n2l4fPcG/HPk2z+fvxnGKGHorjZiwxgXOcXLkSn1cHV7G1R0l7pwLX154J9cn/qImo6VpYapg7nh4CQBna1fz97PuIBLoqj2L4xRo9s+jWy7n/Mg0gr4WbCvDD0Z+yHB2K4fTT1A2h6hYqQaneKI5Tp5MYa/XbveNCOGr3Xsqm0ps28X5lRjNbmlIM1f7oowQfoQM0Cgbdmqb2rnaU/g160qHyRcn4momtFkGGgiPG00bR4T8/y/bmXuYf+45wIHskwAkIsuoP2e1wqs6YY59/o7IShbF3kyJHC0qwUbrUc4LdTFbLWOL8wyTFQHEwwsxhOTe1H10hQ06A346/UGaDT8L4hqzIpKL9OuJh5d4/d44DUkUVgP2xcPGoNXUCE5mSlWw7UzNAfxtmKZFyZf6yZg29x3181R+Nw/lHmRRzKFku3vrkO6K3E/RysarMRZDOl4WyyZT2MvfH/gPfpxci+kUqS46valnXgdogoauN3uQl+JYeb8xLbY4kX6ZQukY2WLPmMzB6dnk37CUIZoiy5lMIq36bJoWo3Fc1o+tZjVODqVwz/HVjq9utFuiK7iz+RquTfw5l8Y+zM2RyzF0V2v0eOqpBh1axZ7kg+wRmxmVJ2jxu+N1QdPNJIKzWcRc3t9yDXFjBl3xS/mLGR9BEzp/f/C/+MLRr/Fk8X5agxohzaFMib7sRv6k/VIu0N/MTCNO3LA5nhekRIaYv4v7k9+jv+BgOS4NSEg0EfJ3YGHRl7foDvtwgEHZT1GUOJR/joqVRQodn3TbFpQJwrqkZCssbCJau5sMFWB7UTFbVXCUiRCi5ojknDIODgJIaM1UZaVq36gQmE6RssrjYGPabuGET4SJiAQ+GcZHEJ8MudE4BLYXCaxG9TTpRyAxhB8pDRzHpGiPuKoNjstxOFVlsevATSWx6HhFByeTYJy8wM2FhlWLBevFCiBxVJlhc4C87QZCDBlCAD4tgmUXkVInJJvQ8KHjw1FQVlkvJe06vkJUaVBkw3+7hY1WQzTQcYr05zYxmt1CR/w8Vibeg6G30hJeOOUTndSJa3RIdC3BksTbKVsZtqgdjOT3udE4K81Aei2a9LM68SF8epSlwTe6eWi7ShUQrXn7A5mNhPV2lnC+16XVsOJYa42ei9/o9EDRBovETPJqmCXxMD3yEFvsJ1kkZjI3cMkY3cVjahgHxfcHv0HjxFGlDnB3bPVoWkhrpeJILmzJMTdcJmoIbomv5nztbBbHQ2QqioNZ6Ag4JAhP7EDpJxGag23nWNr0DppC85BysuNCnJ14PzfGP0xIE+zIBCg7AksJwpqOJsc6NR3xC7g9cQsAUelny4hNdpyjcjT1OJtT3+cbx/+VTGEvCot86TCuxmkCPDWIRlZ3KUPjHDC37y0rRXVxcJy8x2s2tYnT0OTTtKg3YOv3UqqEroUmgDpfq5Urg/SaWzmd4oOA0cJFsQ8SDszBb3SO+a0eefz/UzTO0yi0RtmTvA/LSiNlyIuA2eOOq9pYIuvjqacZtg9xPLuOVyoPcZZ+Fee1KlbFE+RLAxMitm2xNazRrmXASdPmX8yyuMPcqCTmcyvjXhkukqyAT0rmGRcD49PV3v1ru/A6NrZabn/mvaCfshDpTMy28yhlsc5ex0O5Rxg09xA1prM1KfjuyBMsjryJ/x5ey2PFB+mKXXCqqzE+AjVZFNxxchxPPU06v4fX7pw2FhfV72fbdSH7U0Xgg/4u/mnBX9IeOw8pp6I9OJONkCSV2zUxmusVtEE1rduoilMes+k/6TfrzT+TESDPkWuoODAt4MdAY082T8jfRnfiDfXThc/bcNr0pp6nrHIcyFSw7CI3xs/infE3E/Np7E5V6M2u49b4xSyM2iyWl2Baw4T9HVzsu5nvDHyDw3md90+fTVNoHoeyDm+cHuTrVx9lYTzDzLDi7MB0ilaKoK+VloCkI6QzI3ohxwrrCOrNzNSbmRU18ElXi3OlNp+ICtMRXoFlZ5BCp+S4zlLRSSEF6FLgly4XXEhzoQuaVwinlONhwhwQ0pWIdHIUnDR5J0VWZRFUqaxkQ58IF9DfEBkTuEUTOj4E1Ah8hdDQtRCa9OOXETcP4rgqDaYquhqvtffinPxdoqhvGqdyXcZh3k5qouZQuZtGByEMIlrd7xEerk+TfjSPL890ChgihOkUvEhmhbw9gkWJosqQcYoINGzHxNBCLnWYDCOEjiZ9Yyrgq9QqQujoejN+o4OKlSIaWsBQdjtlUWRp5M1EToKJO6kT1xJe7Dkk7sOWyNHhX4aOH9POETCaiAS7AbDsItNEM2fJy9mefxiEpDm8CNBYGr2RgK+ZgG8aUvhoUtMZkNVUpxjjhFVNlyFawguZFjsfpSqk7BLL1XkczJQ4lHqUspnikdzd7EjdUwv/63oz87R2JGJC+tBxCmMmHYFOV+IyPtpxAYNlnYBm89JIgHWjaa7pKPLB+RX2pAs8VdjJLTPyJAyLY7J3wiCIheaySlzKnMS1fKJ7Hj9Zdgkz4pdMWDQcp8CB8nNYjmJDKs23T2zlvw+a/OWBH7LWfhHLziKED9vOINC5KXIl+3I5rk98iufKP+dXhZ+iycCE646dzOpWqvShaVGCvmneQNRq7Zhs9z7WmVaTHuOaBminhTex7bxbaTzGaRRYdsFLdb0Wa9yR+1BYnlNy0qEMQMkcYlm4iWtC7+TC0G0NkZ3Xy3GbbJH8fdrYCU0IA32SsPzUi7F7jcHMK1hWkjcG38HH50W5t6fIV4//xxiS2aplS71stJ+gSUS4yHcWLw/Bxa0FLmp1KNg2u8V2hks2o3aRhIq67aot2A2Lv5gs0vva3pPCet2qod0F3UGpMv2ZV2jV55MvDeAXEYSAP2m/hg91zWYov5Ozjevoy258Xe7rWr1q77WMtVlN19IcXTnxqqqq69ho46uIXSuWe6k4uIBuZyqs6OkpwoDrnE41H4kpn+/U33p1PCllItDpiF+AriW8qJ4blOjSmtiXLrG2vIen0v/JU+kv0eKbz/tbL8ZntBMNLWBR4ibe3/lpYqFFgE1vdh1zYz7e2/o+lsXdPrMdeMl6BtvO8P2Rn/Opgw+zufwwoHFL7O2c3RwiEnBVPRKGw19Mv5aOoOTZgQqH+5r5953NHMwJ7kv+gHThAAu1ixkuOexNu2S3uhZkOLeTffZxNqRSPJc5TkdIJ2tZBDFYJc4hGpyDgU5BuSTyIdlE2YYRK0neKWFhMWylyDg5j82jGoGvYrgrOMqqaZg6qoJp59G8KFLV0XKjeT4ve+amEN23ZZJVOXL2MCYVhJBuRah08V9u0YNbLWt4QQ6/cDXAT8/pGk82rKb47WTniwn/rZSFX4vVuO2UsilTaDjOvZ/tFL2UrovzK9kplDJJaM3EtVY06SdAmJCI49bY2jjKdPF+QsdUbgFElSpJCh9S+F36FmWjCR/LIm/BcgoEfK1UzCwhfwcpp48DpefpL2+d8slOiokbym3z8ttFEqE56PjRMTiUfw6lKmSLPUyLn0cKl4Lkl6n/pFG8ejDjYrJ2pO9H00JEA92k8nuQSA5kn/QIPLM0heZhO93kygM1HFuycIBwoJOkx4/yfP5upkdWAy6P2+1N70IT8J0TX8eyRhEiwCe7/5Rzmyz+5cjExSUcmEPY107BHGax/w3M0dq4tksyN5zns7tKPNsf56g1xG1drRwrKk6UJE/lvoJlZ1k7/FnyFoRUfQGs4ik0YbDReY7F4gKWxvLsyoTpdObgT7yVfcmf0VixWqwM8Svz24T9HXT5zmZpIkQg806eM38JtRJpFxT6k/TP+LsZN3M4B0+dyFI2h6cMMTdao/h6yN/Be5pv4wej95EtHERMEGZ3MS1CGC4wdTKMW636tk50OPa3yZ29Ok5l/GJwetXEU1vDYlMLrTfu0KY2xynwnYEvcUfbJ7h9dpBDh86bBJ/z2k3KMFLor0m/8ndhSpUmrQo/HYdcyiAtAZ3PHepla/p/pnzvpUqfC6tomk7YOoc5UYOLL+tl74Zm9udaKA0vZ09pmLQcwcZ0CxaUi3dx7+OO0Xpk5vVVXPhNTMoQAaONsL+dNm0++7KP0Vfeik+PMs2ZxcO5DVxprqapRdAWXsYr+XsbNpPVAo7fLP1ZxQ37jLZJlFimancE5ZToST5xEsdo4p0mLfLB5qHhHldNp4pJmzAPvD5p7MZrjr3H6YyHesTGZ7RygbycQuQihkSSrekfo8kAhpD4dcmx7LraNfsLmzmgr+BtiQ+xMK7x8lCeJr+kw78MR1nkiof4UfIxrg9dw2BZQwjFQ9kf11Kvydw2NC3GrNjl3ND+bkZKNvemNnKlz6VpaTJsLu86wZPHOukvGLwy4uOn2QfIlXqx7QyrEx/iutY2SjakKjpZa4Bc4TC3tPwl57bqzI+YPN4fpz0AR3OSXeoQ52qL8GlhHFV1bgQFe5S87QL0r3/zLYyMvr58kmdqLc3NPPbrXyAQrl6qcKNarnNXJfyG+nxe/+537NjFiy8+z4EDBxgZGSEcDjNv3jxuueU2ZsyYTiMzxPbt23nggQfp6TlCMBhk9erV3Hbb7UTCbjFKwR4BHEqlEvfeex/r179CPl+gu7uLm2++mVWr1uAjhNA0HGwsO8/27du5//4HOHb0KIFggNWrV3P77X9EKOQnq7LYykKv6mernCcv5vHeecL3dg3TK9CkS0TsOKaHK9aRSqMsil4Gs4RlpahYo5RNVyZNTLqpde2kTly1OkkIH0OZTQyxARC8OfEZ/FLj4cxdHhC0Wg7sEsr6fe349KhHI6CQ0sfl4TsZkCdIqm1syfzEW8jdF9UkZ3BhcCEP2PdS8jbMpp1hnryRvngTcdFJRg2SqvSQKewjEpzL0XyRA3I/llWtknJ4JL2fR9KwO/Uz72+ap89ocWviDt44zSFnSa6YPsj6E7AwlmXdSIzbu0P8/HiOQ2ojP+u9iKva46yMV5gePY+jqSf4xuBaPtB6MavDnewoTEcphzdF72Rlsw9NwD8e/hqtsTfQEkzhy4W4rq2NTSMxDjSwz89uehNnixUUbYvHM18jX+qnp7iOywO3skS7nJfZ0djzbn8CL2SPuiFnVXGxK9SLFMZPnpoWI+hrI1d0naRsYT8/kj+rYeJc4szG6hzvw5nEgfMZ7S7oXei1UPp48PBUC0hr9FyypT4vUlOP6kkZcUvBx2nlvVYbv3AsT7ybHal7TrqwOU6OHw9/lYL1MY5nXnrN9x5v4cAc5gcuY1vqR6/bNX+XVtX0naoS13GK3Jd+wMO5nnoRXegso8/J0G4189Lz03mkP8zuVAlbOYzKARaohWxRL9McXkiqeAQpdCrm0CQO/ulHdX7b5jgFCuUeKnaWJeGLyEVWc334fB4vbGFz8WFMO8+rqo1fHN1OKr9vnHPsMLEyuz7+JzpCk5NX+4024sFZmE6RpDlEYyHUVBb0tVE2k1h26nVwrxRbU3eP+8tv38k+U+fXxVpb6Hqcc0Nvp9mvM00zaKsEGI1fxlBxF3nbosVvULEyxMNLSOd3Uywf56nK04RlK4/2HyCT389WtYqbIm+kteksPn/kPxjMrKdXXELW9JGyyq7mt5aobd5sO0Oz6mS4aPPT9PfQpJ83zFvFjpQipBsMH+/k2QHX+VtbXuWy9HvP51d++guKE0WTkmOhSz9SC7GyRSesK0q25OxmOJyDbWonx3Ov0B6a7lWKSsIiQVaMEpFNlCmi4/u9O3AAI6OjHl9dCFtYLu6MRiWIahHgWDUGgKeeeoJcLseb33QjndPbSKdT/PKXv+Tv/u6v+exn/44FCxagyRDbd7zKF7/4RVatWs2tt95COpXjx/f8gGPHjvH3f/9/KJKsXfdLX/oyR44c5vbbb6etrZ3nn3+OL33pS/zVX/49K85eUePY27VrZ+2aH7njI/QM9/PDH3+X3uP9/O3ffRaTPEIY2JiYnjpFtXpVFwEcLFzd2CLVIiB7TEW5G+RwhMXe5E+ZnriUTOU4eadAwGgj4GsimduFOgmu/bRkt+oRFYGht7Ci2ZUAabEXcyK9zv1YtARC6CyP3MRRexOp4hFmN72JI8nHsO0ML5ceZHboIs6Pf5Sdlcc9R8MF8M9wZvBMeRPZQp193HGK7LfX4teiHK9s4j0t72C45FAK2CR8OrZSBM0lmIkiR1OPuylX1evxtpSQMsSfdP0FwyWHh7M/ZnWL4B3vG6C0q8DwsTA7MzobRuPcPfpTAG6O3ESxeB5lKpRtuK9HI2cPoutNaMIgWYFUxaFcGaQluoKzmny8sTOL6Qg4DM+bj/HXr76RjqAkZ9o8V/55wyQuKNgjzEr4UPjwyU/wSOYblMwRzp8RYMeo3uDguCDHkN7Ml/pfpC+91os4uWZPmcJwTTZ47AKdVG5HjQxVCMOje0l5v7sTXeMEqevN2HaBijlEo9JDI6FwtcrUGx21v2tajHhoLl+Zfx0f2//LhnRbFcSZ95j2T/oIr9mujs8hyeXjZJcmmm1neHDk82dw5brqxeS/6jQF5tb683+HjY1wBYwW3hB8B49m75pCBcKtVL0p/j4eKH/9lNHGpMjw5tZplGx48FiImRHoMwz2mUnW6GfxdNktspDCcNniJ9Db/KaRK82jGjl5O8/UdL2Z88PvYlUizjL7fM5uUgwUl/HzkksBsD31QybfmHjOWu3bcf9ddZ6rGMC6lu3kkTBDD/Pm0DXsL2ZYpx8nEphOKndyEfh86fAYcu7/vaaxoOlGjuXXjanwnTQjICQoV9EkQoCMafNi8VnaxXwcbBYGr2JOxM/WbJqgr415xsVswsUbdollZBlljnEhJC6kWcXRJHx14B6PSFfxdO4uHLvAtYk/50rfmynrNo+kv1KbIzam7mIjgmhoPrliD3/b8zMu0q+nYPkI6YK4X1AcGWJf6YExzT7IFrorlxHUNQ5Yx8iUeokGZ5KquE9qK1dL4UTRZolaghUuszb9TQw9QcVxCGoSQ7ZgSEFQRZB/QOgOx0tVuhWsruSWraoVxlWy5drR3t8c7rzzTuLxODRE7JYvX84nP/lJfvWrh/nkJ/8cpWzuuefHdHd382d/9mdI6VITxeIRPv/5z/HKK+u58EIXh79ly3Z27NjOpz71l6xadQ6gWLp0CUNDI9z9g+/wxRX/7lXU2txzzz21a7b5pzPHKRGJGXz+859nw4ZNnH/+KnQZQGFTUYWaNrqQPipODpRqKA5pnHPrL8aQQRSjSC1EG3PoK65FeUUnuVIfSlUaCg8n2umAC+oHyzCWneG+5FZMR5EsHKh9PJadRimLaTQzkt1GJDCdtHm8JhlVLPcikPSwnZJZJ3FUWDyR/g+OJB+jqs12Z+ff8rlFf8ebQzdiO2VypV4ey+0kqAlKjk3WtNlXGuWoM4whgpwf/yjTE5e5ciPFY+4QcAr8OPUwJdvm2tBtxA0HVbDYtasD25Gc31whoEHZTFE2U7xSPsh0PcYd3a10hRT3jX6dipXFp0XxE+FgpsSTJVd+aTi7iW8NPcrtO3by8kgEgWQ4u4mHkp/nrr7P8eOhfx1D2QEwmNnIrnQeQ0C/GnV5zZTDYFHxqrOd5vDC2sAFGMhspDf1LEqZ6HoCV8t0tCFSoY1xrKQMIYWPQvkEAt3Vl/TejW3nkFoIkN6iprnYHiE9jEgjVoD6IlMFlwvdq96pVoOVPGxOVQEC7z4ZUvl9fOHwAGXTJU+MBOeha9UPUI2LTvzm3lzj/Z9OT16hKuVk5dmvnyepsOhNr2Vr+oev2zVP16aqEj5Ty5eOUHDMGnZnMitV+rh/9Ks1DdOT2avpH7AnZbEnVWFrNs3LgxVmRDTmG+3sNo+TKw8wlHmVdLGHijlMS2SZN6bcCc914H6TCI+DlFVQ+uT2WvrOskbpEbuxFXSHBF84vp2nSg82HHFquo36MdKLfpZr3+rkqe3qIiDIFQ9xb/IHvJz7PpY16snxnLqfTidlfjomhI9YaBGx0KJxWObfrrdQLXD7SOcyvrXkfby95a8I+rvHtg2dpsgKWqPnUp2bhPDxTP57PJT+FifS6+i1t9Obeg4NgyVx2Gk/i+2UsTFrBWmbUt/lQOqX7M4/QhetzAqGOZAt0OlfzrLojQgR8JQbbCrKIubTmBP187bmP6+NKYFO0N/FZb6bmRG/glRuB7/O/Be2UiyJQ9QQHlbZtaaIS4Q8kH6ZpytPsCShsVjOpDuwipg+neGSQ2/BHTdpUzArotHsN5ipFrMg8Vbaw8tRwkEKMKQgY5nYCsr2b2nH/BrMxcZp+GQIDQMfwTrqTLmRr7pJNGGgSZ/nwI21cDhMZ+c0Rr0o4/DIAIcOHeKyy65Cyrqk5vLlK2hubmbjhg21czdu3EAoFOKcc1Z470Bi6FEuueQS+vp6Ge7P0GY0kU+VOXToEJdcchlSCpJ2krKdYc3Zl9Pc3MyG9esxtCgGPhzH8hw4ga4Fsey8i3XT/FS58wwtjE+Le2u8S6SsST8VO4tSDmH/NHbnH6kFzSL+Tq849OSFQmfgxCkPq1JhsLyLx/PbxgCbhUcfMqyyICSdxlIyxSOEPLkYn9HKzuRP0IUfvx5nPE5K16IYeguG3sJts8pIAQfKo1TsPK2RZXQ43cyJStbbT/DgyOfZZ69lf+U5evMbyMkMN0YuRwhZa5Oht5LM7eKX6W+yIG7wpSMnuPUL0/nzrTbf3TuNObEszX6YHlrFx6e/n5uaFqALwSO9JbYnYXr0PM713YCuBRgy9/FC5SGGs5sBFxQ7ktvJ8cyLHMg4nBu+leWJd0MtEqPwG510xC+sPR/YPJu/m/9JPsreyrOAG238/vAPOZR8mOHs5gY+LK1hN66m4HirVpK5DtnNTZ/grfEPeSkTqzZp61qiRrtQjZ5pWhjh8dyM5dJSHr7QADQ0PeZVZ0lvgDZKfelMtng4ToF+tZuylcRVoDjiLfo2pxqMJ7NwYA63tX12As1E4w58a+ruSaNw9dR9faFxJ9vTneDUlFG42hG/J0Lg1xqpEhOA8Yrncv9NOn/gpM7N6VJ36FqEvdYAx9QwcwMxOoMGe9MV9pkn2F98loqVBqFj2jkUNqnCYc9pq5JCT161fvqmvIKniTyXv6kdTz3FV499gb/d968MFLeNqdw7ffMc1Qanzt1sTPaNVDGpEiH8FCsncLzK/9915NfFQh/GUVYDn9yZVASeqbkRDEOL0RZdyWVtaW674TDXTteIB2Z7d/dSkb52rg+9BZ8Wcbk5sYmHFzInegW25UZ6p+nLiIUXcE6wk5QpyJX6KJb7vYW4TpuiVIWyOcCoynO8WKRH9nB1eBmL9a7a5tZvdNDuC7G7OILlwFlNBnOb3lxrU8Q/jRMk6cuu967rsK88zEhFYDsuqL4psoKFTbfg12I1ubigbKK/oEj4NKY7XTQxjSdKa2nxC6K6IqQrbAWPFh5lSTjOGmMRIeHKmJVtRc6yKNgjjJqDJK1Tq2r8rkwIV7lBouNgYWNhO3WsWKNp0o9VKyZwf68S5QNkMhmOHz/G7Bnz0aSf48fd4E13dxfjv/nu7m6OHuuh6u4cO9ZDV1cXUmq16J9SNjNnzgTg4NHdJK0ih47urZ0f0dpr9Cc2FWbMmEnP0cMIJNP8jbRVComOoUXQZQDbMXGcCpo0sJwiBn6CMlF73ohoApSLtyz1Uq7ydgrDi1I66Hoc00oylZ10K+ou4L4x9BeGFiZb2E+24JLtaloMpSxaIstoEjPYXXkaTYZIOX3YdoZc0f143MbZ9KZfQCnTpZ9AYjsu3isWmk2xMkzU38VQ2cf9A/1sTN+FQCeReAMR/GRMOEtezgvsoFAexHLcaFZaDfCtvofG4GkcVXFDzOYQP03toLf4KgPBWUhhcNdwhotbr2TziI2pioR1+MVQP/sqzxPQEzw9eJj28HJu7oox2L+SIhl6kr+uXXtV5Hbm+Jp5pvI0/z3wBS6P/Qlroq0ct5Z5EjjuC8pXxn5AlpXiKv8bWdSu8cxQmufT/0m+dLjWz52xc0mILvIkvfsJqjx6htFMxRxB16IkQnPxaRFG8vvwG3Eu8d3ILTMFz5yYuAC45d2BmhixJnxUrBSaFqo5euHAHAqlYyisWtpFqUotreZWeE3ugClUQxGDGy4eye/1nD7lhcQbGbPP3KpOxUil5FKTnMZlJhIWjz3pTBY/tyJYjkmDTWYn46v6Q7PJWPBbI2dRtjMUK8NTqDicngl0IoHp+JWfK5rb6CvYmA7Mj/l4aXQ7JXOoNvaU8hj2rTpe5fW0k1Wl/iYOUNVpL5R7CfqmTXlcPT064ZcxkUZXVP1UBT/14qdGW9h0C4cyT/7OCmqUqpySWHtqc4nKTx0ZHEskXDGHub7lg8yffYhD62McLUhOZDZSlS50nByzw5cQ1iUDw9WKYMXF+vW8WHkYhc28preyyjeHVb45JHyS507kUR6tRVqMoGnhGg68apuLP+Oq0B/RX97KceaRdkq1cVM2B7hv5EvoWoR9difd+ZUsYCHVnsmXB3m1cndtDEYCM5itt3As5zBYquA4ZSynyKWBxfx4dB0f6ng/3x74Dr3ZdexTy3g+fzfzo1cTd1pYKdaQMWGoLNEEpCouGe/RfBFdSBYwFx2NnMoTEmHv6f+woB2ubJXEwabiFLwo2PiCBtdsp8T4+aCKl1NK8d3vfhelFNdefw22UyGbddkOwuHx9F6KSCTCkSNHPAmxIrlcjs5O95vVpB9N+DGdIvGoyxGYzWYxnQLpjLv+RSJhHFQt8GHaBcLhEEeO5IhrYTImNQktEBi4lDVZkihloUkftlNBKQsLE4N6RW5IF6Rtt5618ftXqlKT01NO5aQMAifdQkaDc4gEutCkjwXRa0iE5lCqMby7E0lzeBHx0Hwsp8zezK/IlXqRXj5YoKNriTFhd1evTqM7dhGtkbOIBucQ8E0nlT9AsdxLttzL/xwusbP4KNXIVpwOni38iK/0fhMTC1e8yaEjejaOk+cszmVZ7OYxbbftDLMil3Bx/GMMVnbTFJxLJwu5PnQRi8SFPDcUQBMwUy3mycE0VySm8fWFt/D52VcT9nfSyix+3VvkeOlVejPrXGdWiyFliBOyh+3WEYrmKPMTNyAR/M/IfYAb+YqFFrIkfP2EiU5hsc88QdEGv5fyrIb8laqwTK3hMzPnMsdZ7L4cGaQmxGvEaYudy7ta/5S3hK+nScxACEmxMkJQ0zhW1Pl5rrHS0k1NlSr9VKyUWwVkFzyuG5dksJpqqjpw1QFT17Ks0r9UIyNVziC9IfJUjQi6ckfgppyqE1djpKEe4ZmcvmAqc/nvjvBk5quuCsTpnDPl4n161AzVvokE5/HXc/6KeHj+adx1rBN3sojW5Cne18+E8E24/8nao2lhrvBdznuab+Ka8Lt57RErwdymNxPVO0nKIcI6HCqlWVc6zPZkgQViDe60Ux1L1QhpoxLKb9NeX0dRqQrFSv+kv7nfyVSFGWP54VwQfvOU92mKrGBZ0x01zrLGsVYHiLt2Jvg3gY7PaD9D8u2TX3Hqa1WxsUWmfs/VcVfXpgYbhMRWih+9Oo9L163n80dc/NnqxPt5b/snWdz0DpaKeWzND3vzl3B1J0mSzrs6vUtZzKPFxxgsl+kv2DyZ/s/aRrXZ6WBx7C1u+xu+k4qVIavKfLj9djY4a9lQenAMzZPjFLDsHMncdg6XX2KP2Fk7v1juxac3c1X8Uxh6KyGjjbOadUK64KymAFL6yRWPcX/6fqQw6AjAvPCV+PQYoyJNd/QC9md+zY7yr9nKBoqW4tGBNCeKLifbRfqVOCi2swVDujyMIRGm6HFxniFa6ndiriSX65zrwoehVZ2u8d/J+O+0/u8f//jHbNy4kfe97wN0dU0fd269YlrKANJ7V0IIr6DAk7pqcCCV56Bp3rGa0MdE/YTQKDqphqKL+v0sRzFqp6hGykFRoUDGGcVRDh2+TsIigS4DGFqYsp0iZ7vBHccxGTSTkzy78CAB1Se3TrrBO2kkLls8zAWxD9HvP0xOjTCc3V5bvIUMoJwcQ5lNCKExI34FJX0U08ph2QUyhSP4fe00h+bTl1rLGLJGLEpOmqv9b+BZ8RKDle1e5aSiWD7OE+X/ACRB/zQ6QivYm3sM00qhVIWX0/8FKNrCy5ijltPH8zydvxvLdjVIlVOpOSTD5gECehifFuH2xKXcl1qHIaeRFkn+rec7hPzTWOl7E6CRMxXfO1wgKAzeFn0r00KS/+x3pZx0vZmLYn/MXuclsqU+Sk6GEXM/i3xXUKTA+sovKFVG+NC0PyPQIsiZCkcptqYnyldtyz7ArkIIXQtyYfT9vJz9fu0F7RXbyZjno3l4DscpIISP+YkbuMS/lJ8kv89Pit+mPbycTOV4jXYkaZX4+0N3e2Dfqo11KEwrQ8DXiu2UCQe6KJRP1CJkjVQBCB0aJI5comA3wlbdQU++w1NYNRHhU2mYTiV9dTJTp8H1VZV+qdSeZ2JbFOHAHN4SfRf3Dv/7lGnQat/MDJyHraiVkJ9Zi09eJfvbtMn66mTt6YyuYmFc44mhEfY6a4kE577maEtP9gV0GeC6yHtIVsDCpkiGgJwBToCA0ULZkth21mtTI+D3tUcz5QQKHdeE8EGtqvb1ceI0LcbS6I20qVZ65CEOJn9JXRfZ28Bg1XGlp2HRQDfJ3OQRyUzxCPnyROokgEOpxxqi3Ro3JT7BQ+mvT4gqTWZC+qiYI5y630+3klw1tGXib/WrTZRHigTnYTtliuXj3l8anBDlENAkB3OCopmsET/3OFuwSss5UniRQ+pZTKtKDKyxgosoqHLt2dY7zzNXrGad9Sj53ABC+lCOjaG3kCDMtS1tNDl/xtr0f9U21o6T45XCvUwz3k/RGqFUGUTKALZtU5VUrKZhlXJYI8+mIz6LV9LfpDV2Dm+PXgdAUtxEVozy+OAoV7Y2YzouV1hzZBEj+d1oMkDRhpiT4EMd72dHOssHu7p4Rq6kz8qwLvUtXhLTmSW6GC270vVb1DZGzP1IoXPYmIatQBMCn/KRdwoIoZHQOk7jnf1uTCA8oL9AlwEkGvYZfo/33XcfjzzyCO9+97u5/PJLqY6paNQNIGSzOUDi3sqNXOdy+YYInSQSCZPNZQGJT4Qp2iOAYDTjrp/BsB/bKRCNRrxrZrx1xaxV0OZyOcLhMEmrqvEuCWgJynbGk8d007/DVhLbKSGln6CIYYuKpyrhzg+2Mxmtl0arPp9RuW8Mi8dUdlJXXakKw7Kfec5iCvbwmAUv6GujDoSvcCz9PBUPd6CcEp3RVVh2gcHcDqKhuWOu2x47n7Kd5f7kXfSmnvcqKhtfprvIF8v9pM3jXBR6F0sTt3ogfPc4v4iQFWm3KhaJ4xTojl1CODirdpVkbhuHSi8yW5zrFjGoLAeyRaarDpTH+bPDeoqo8LM5N8wm+wnWWo8AcChjE/N1u+z+epwPzo7zyWk3cEvTB7BVmXypH03pHMg9RUtgAbNil7MioQhqMDcquKnb5MrYx8ZFPzRuTHyUG2N3YmhhNhYeaMBhQLJymF/05tlkP1lb3Aw9wY3xs7CVqylbMQfpTT1Htni4tlisK/3US3+p2n3AXbzcXbbE0GPoWtAFUlpZhJAN8jUCQ28lEpqDK41VBZgrr33uADp1CuRkJMG/bXND0m6k1+1zTYswWURpVvACgpqY0oFzze3LPemH+Wrf3Qxnt3K6DsBvO8r227BmuklXwBQu6We+NJ7Y+tQm0PEbHVjWKGVzmPXOS+xI5ZnvbyZIjCOqH5/UvHRqqeE8QcA3dUHF6dpkDlwkOI8bmz7FG+IfZ2nTbZxehPHU0cDVkTu4vmkO/7rC4R9mnUXQPw035V53nqUMeZH5RRPOd6NlY+/jpk8mH2O2naFiDp5kzLpTuRAGr6rNDbJlJzf3mz4dx/lMFttTHzvZPJErHqFspqjjV50xx9899C2+cvzL5EtHqbZ5OLuVLan/plTpo2IO4Teaa9HKI/LwGLxivjLIinAruVIfpjXigskDs4kEpuOg+FLfPRyXB1gd/wDv7fjLWsStbA7wrPkMi/UrmJO4lmnRNd6a5jRgaxWOMlnapHNBvA0pgwxlNnDXwH+yOTfMeeFpHMo8yXF5gP6CQ3/BlXcqeTJnFXOQ/x55lrgIUbQUTXoAU8E5LQatMoJCccLajSEkm0t9/DRzPz2pJymUT3CF70ZW+LvRBBQd040lSj9SaIT1P5zy1OomyvGIgm0snBoE5dTtfOCBB3jooYe4/fbbue6668b81tXlSlK62DjlMT2Y+LQox48fZ8aMGYAkpLXQ3T2Dvr5eHMemaFczO4pjx44CMGfWQoQw6Orq9q55tCE75Ubyjh075l3TLcYUQiMk/LViQ58Wo81o95SqFErZlFSuIe3qmpQBr2jQNZ/RjmE0sy/9S3Qt1BB5n9pOGW9N2cfYaD3KcHaTd9MIQX83UrqDV8pgLXy+OnKHx+6sKNgjLIm+hdbwUorloTHXzFcGyZcGsOwcuhb1rjWZ2SRz21ib/yEXBObQFa1L2JRUmptaZ9EeXUE0MJ2O+IU4HpC+0QrlfnaVHyeswypxKdd1BVkQC7r6jnoLVwduQgHz/c18uO1tGDLIrwrP8lTlaXThZ0ZwDUv9b+RgTqPN7zAvpnFL7DqmxdYQJkBHeAU3Rs8jrtqI6ApdQrPPIWtptOhBIqG6tqtAsKLZ4IJ2jW59JeFAJ29p+nRt0c8WDvBs7jsANEfPZkHTjVh2gW8P3ssPh76MaY6i681UGeirk0xd31ZQBUxLGaEpshSfHsXVf3MX5oqdxTRHvXSq7oWdg9hOAdPKuxi8MdJk1FjO3fd/plQFv830WCPLfx1cXa+YTjHZEO8pruNHI9+e5Hr1icQd425kx+3f048Quc7EqVLGfzgarQKd3dmH+c7gDzjqbMOvRU/iLAgmS8sKdJY2vZNYcAbgbuz6Ui/wVPZbDJZLzKWbPmcXBcdE1yJUdRTBi8xXTpx2W12H7/QWJyEkF7b7mB0KsUTOJhpqTItPlVo/9bt+NXcPD6f2szsT4e2XHeRN4XePiUC5VZxzuSRyJ86EaJxG0NfBmvgHX1OF7Hhri67k7S1/iatQUOJY+vnTTP+f3KpA+6pJGXnNVCVTP6dbmCXQEQjv23HHRjQ0n6vjn/DOFVTMIWw7g5RBL/UsMPRE7Uq63sSlwdsxdHe+Stu9FEShdv986Rg/GvkfL4WqiAZnUaycIJXfx1PZb5At7Kcn+TjLgm3MiUp0LUZVTaRLLOPDs5q5IXoOl/su4C3hdxD0TRuDa5wWOoeiDTvSOZbHbgVc53t95nvsyKU5K3ozw8W9rGwWSOGSsd8UvbWWxu1LPc8m53l+kX+SJ4o/5Ut9r/D0iSy/Sn8dsLFUhVWtPoY4TKawF02GWBR7Mzmngi4EpuM6hroQhEUY2zEZME9dSf67NCE0JBoSiY4PraZZfTLHX/Lggz/lZz/7Gbfccgs33HDDhCNaWtqYO3cua9euxXHq72TLtvWMjo5wwfmXAjYFe5TVq1eRz+fZtGnTmPu+8MLzTJ/exezueRgyRFf7PObOnedd03XelLLYu+swyWSSNWvWAKDJAGHZjKkcXEktDVvVIUnu5s7ErhUrNvQHEBUJNA/zZloZbKfk4iXtwmkVzJ3SiRvKbCJfqqfpHCdHqTLIIt8VBHzTiYVm0xpdjq5F2GM96x1lk8ztwhYWM1iGbY/dIVt2EcvOEDDasOw0xXL9+uMnDvfBhtlfyHJr/AJC/lneR6+xYbhEX+p5ynYW0ylyPPUsEwDsqkS+dJQvDzzB47nv8P2+o/w865K8Loxey8+SX+WR1L+zs9JPsqywlclgdguDmc0cTT3NoLUPP37eNC3LkmiBjcMlDudKBESM9ZVfcL62mrAOLSrOjFCRBRGbki34wuEBMlYF08p7LXEpE54bzHI4JyiJPLlSH1mn3FA4orDtPMncNpK5XQybB3CcHJnCXhwnj8Iaw+FVDe+ONQVCJxqcgWUXyRUP1apLDS2GbReQWqgmv6TrCfxGs7dzcTxN1KoD4vKjGQ1STdXI4am0KOvUJb9NsH8jlmAqp2ji/V0OoMlTwuCSFf9F9/tJhOf/BovsqVLGfxgktkIEkJrLHZgvHWYws54T6XWTHitlhFlN13JR/CMT6B0UihanlYQ2g7pj5Orwvlz5ObZShLQWDso9rArdSlfiMqSMINDRtBiG3tTQpol4Ptc0EDpls052fTqWMBwCmmCPc5Q3h9/RECl97VWVlp2lt7KFh47ZPPziHBYlDI9Kx21ZLDSPRdqlOChyxUPjzrYplPvplAkmlxc7MxNC0ux3nSBwo2suDmy8aWeEkyyPq4hznOIYvKw7P/hOMRd4KeZxWYKqBXwdBHytIBoLPTQui38CKXReMX+Jwvawk6rWXtvOEQ3Nb6iQda1X9tEZPhvQmCXO5kDlBQDikcW0RldSKB/1KtyFN68WvJRovdp3ffkgQQ3+z9w/4f3T/oqZias4J9hJ0pQENVAKFic0fEaUxvETU21kTcVO1tPn7GooEivxYvor7C08wSr/W1EKpockhfIJHkj9gL3ZR6kuxYOZ9SjlsMy4mtHyQboDYYK+NgQ6caObZAWWqnOZmXgj10b/mIViFm2+IPNiEk1IwtKPLgVSCKSna/qHYwpH2djYLt2I58hNrUbgjudf/eqX/PSnD3LOOedw1llnsX///tr/HTlyhCoW7bbbbufo0aN87WtfY9fOvbzwwlq+/l9fYf78+axec3ZtrTz77HNZtmw5d911F88++yw7d+7km9/8Jvv27eM9d3yAop3EckqU7DR3vOu9HD16lK9//Wvs2LGDF194ia/913+waP4SLr7wCsAtwsjZw+ScJCDwaRFsp8Sglx1z8YnauCdzMXshESfrJGuE/EqVXUku6a67k0Xsx9spZxAhtJoTJtARMoBPj9HjbCEenEWmdIxUeTdtsXMxG0qCqxVbB+yXCfq7cJTpAuxlgCvD72a32I6pCmiaj7DRwUD6RYApQcIOigtaTQ5mb+c54xH6MxsY0na6rZJBMoUjrIl/kJ2lXzdEpqq5ZJsT6ZcB2Jl7mObQAorlYXblH8SnJ+iKX0nQCfKL/DMkc3vcjpRBlsTfztnGbPZWBvnQzhzL5By28jJX+C5ClRfQa28gZZXpCmocMvx8eY/DB+ZZHM772VP4NduslJvmTVzFKrGGHexmZSyKISGvhqmYgzyb/jJjowHuRKZpETqMxSTZ5v19ssVmrA8e8s+kZA6hlEPFylI2Uwjhd8kiczuxZQC/0UxraAkSjaKTZDS/F9Oy0LQIpp3znDTl8ftJpNApe1W2LlFpQxpsQgVow/uapLroNzEpIwgh6Yyuoi/9ckPBRKN48ulZttjTAFIdbxrTtGX8bPSgy5T9mtLD1arik537h8DfJFiQuIG+0mavivzk2ItlsZu5ODSbl/NHCRjNHv41BQgWN72d6XqEDZn1jIdG5IoHeZ4HuTJwC0dUH9e0tVCyL+WwdiGv2BuZqRYz0xflp+nvebxIrjVWW1Ydryp21r2ydVIMJkDFzLI/K5keAn8uyNyoxgzrkjHV5mdqQX83Pj2KIYM8lPwyz5TncI5+La5OYoC26ErylUG2VH5GxRymmoIZU8igSvwy+e+vC/zgRHo938m8OuZvk3+XExFIE1UkGo6egKlrHBtVlZ6pvqPx5zjj/u3ajbE72WBvZ3ZgPjvUS+Qrg1h2kd3qJXxahFThMEL4ubnpz3k4cxemNYxy8oAkVzg85lqWNcqu5H1MT1zM2Yn3MkM2szHjrgWp3G50PY6mRflg55/xaGHDlGMg7jQTNxzCmsNgSWd4dC8EzwMgZkDMJ9mTsj3KibpixoDaR96cTqdYSDNxNofKpBrmkFKln+54hG1JRcLnzvn1taqO4fXJCBcnWnCSb+TB9I8om0mkFuIstYJHM3s4VHiWS0J3UMSkxQijCTicdbgE9336pKBoKyKyGUNKWptbGB4dOcV7+u1ac7O7SXPHiw9dBDApe9xxRo30d6wJpPCxebObBdy8eTObN28ec0Rraytf+co30KTBOSsu5DOf+SseeOA+vvDFzxEIBFi1ahXvete7kFJQ1dGV0uBTf/4ZfnLvD7jvvvsoFAp0dXXxyU9+khXnnIVSJgpFk97B0mU+/uov/w/33v8D/u3fvkggEOTiNZdw6+23o4RCE0GUsgnIOAV7BCldXVlNBr1CCgfLrioluXOAFD4Qkum+ZiwFBdN1Ql1TOKqCT0/gN+KU80NoWngM/GS8ndKJa5wMFIqm8HyyxePEtOkumNeLtsS06WQZqOFSCuWj9Ooh8uUTLmt2cB6J4FzCsoWcU2a0chDLLqKUQ9bpJeCbjuWUsKxRfEa76zyYw7X772cDv+q9iiE7RSq3C02PYZqj+Iw20oVDxEKzAVz+Ka+zXDDi2DL+97b9CbaCbXKAS2LTqdiKuE/w/dEnEGiE/NPIlw4TD83nXN9swrrEKPvos7ZzTfMC3mxdQmdIUEoaxIOzeCr7LY71XU9OjVBxcozuu4BBebjWdiECXO67gLd2Ozx07Cy+1vtfRIPdjGa31NqViCwjpDfTn15fc5Jsu8C+9C9roGwhfbXdohABAr5WmoJzmc4iNmXu8dJ+R6k6dmVztBY1yxQOeYoDlouJc3IMZbeiyQCOXUDIAI5dRAiN5uhKktkdCKG7wHPhyr4o7yNTSvMAqpNrrU42bl4Pc5w8icgy/rjtUj5X2DsJBcZki5GgLbaaQmXYw9G4ANQFiRvwqyA70vdO0k6b7akf/IatVURCcyiUT5wWuPz3ZYnIMtJOL9MD53Cg3D8GnzmZZcQQTxQyZJ0BwnobvkiY4dxOWiPLWCrm0VfJYVoTcWlShkj4Z5N1yiRFH98eOswHW9+AqRzuaL6Aig0RA97i3EnKKrO29ECtCr5qyil5eBNZBxmfhkKGaed4NH2Qi4JzOWiu5ZtDfpK5XWfcV422JHgd750+jWcGTH6uNpHO7+ZFrR/HLtARv4CFrOKF8jfQtdi4Yp7fltm8dnqb3zRS3liscDKHelwaSQRYGX8X82I6qZFFPJ75CvHwQu5s/SN2ZrOsK97HRcF3ciDShIPNo/kfYNk5DL0V0xoh5O/m0sCtPJ7+8rh72vSlXiDR1MVfLC3Rcugz3Ju6j+n+lRzMPo3faOFgrsBQaTfVTcv4zemw7GdbspmjeZteNUixcoImvySgKXShKFiK5811zPddyrbyidpmYyD9Mj/O7eCG+EfoChlcEbyJ/+h3PEWNOnzghdIeZhUmZpyqz9GbXst+sYakHOK68G00+3XuTd3HFjaQLBxCl0Ga9AAJn8aShGDjsMNgpUC13rtog+2AFAJdwKannmTYLNGkB8haNjn7RE0Nob5OVulcqnrUY9+ZLkMYIkTRbuQsFZNIZVWdFddp12QAxysw0KQfR9mYdh5LlMf8bTLTtRAhIvzt3/7tmHu695EYWhjTzmPIIAZ+HGxWnXM+551zCaVaxehYqhpN+mkz4gzLHHfeeSd33vm+hueU+GSYsp1GKRtbKaTQWLZ8Ef+4/J+QQkeXQYIEKVOhZCc9FSQfJkWvwtUgJiNknQI2rnqDO8Z04lorKesECoVyKvSWh0ApNOl3MeroCOnDtrPYdpZSpY/W6LmUrDTOJAUQtX6a8pdJrCmyDNPOE/A1sVIshSZIWj1kikcZKu8Zo8TgepwGugxgoaFJH34Z4Wh2LX3aq7UKpEhwHqaVZ2bkIqKqmU2p7yCFTjTQVS+UUBVOpNdxT+Ewa0LvoCN+ATHZyZHc81TMQTQtRkyfzobUt8ZgNhoX6EhwHhHfNDYXBzjmbGWWPJuABr/KbmNgZBsVK8t72j7CDkbYULmbZG47D5ijtIfOYri8l7KZxK/B8oTia0d72VP4dc1R25v6BXMS1/Ce1ovJmIqhYpi9njPlN5pZb+6m52A3aeFWqoxmtzcMSZ0V2lVc1hJnu7iIF6xfE9HaOZZ+1ktduDxsjUUFHbHVvLf5DRzKWAR1yRbpw3GgHplyd4eaFsW28x4bvmQkvxvLLpIpHXNTMOFFDGVexafHKFWKKGWTyu8DodccPEOPTUhZqIa2/+4KGRSlyij/1ntPLTLoSpVVpnQYdS3O33Rfx919vWwp/bf3V5smp43Lm9vYm09MeLbXy/Kl3jGA1T80i4UWsUC7mH5xgBOVnQ2T+NRWjVy4UTGHK6IfJhy7jA3OWgbtPNvMxyZAJ4TwIWWAkeJekuIQuub2ySvDeXaKDQyNrKBH7KaTuVjYVGSRRHAWA+OdOCyveRrR4BxypV73vZ/CN5LSR5PTguUoL8U4dlP3Wsavg8NV00Y4mm9FpkIezUQKIQJcpF3K48X7UKoyBUm3awHf9NPGAf5+rTGCODFSa+itKByXVmiKvpysn9uiK3ngAp2uJft43w/nuXNPbgffKByqMQw8XfkSQvhoiiylVB5A02NcHP4jnkt/je7QGuaHgzyVi+CoygQlmN2pB/nAzpt4Y3QxVwfeRtiQmNEyZZVjhLS34XUpoRKhuTXMN8Dxwnp+UN5Jxcq6kWFl8e89n6c9top3N11DxjTpTa/FiZtEgzNpM65mX9KVz7LsNDvVPkLlJRzP27Qbi0mzp9aDj5ceZYG8kGfy38PQIth2nvbYakpWqqbyo1SJX2W+yc2JP2FWVOdE0U0/9qaeIejvZnpoFQftE3QVW3GUj1et3bwxugwTixHzhFv5KXRQYNsBDEe6eEMF9pj34HgOnIUQBoYMUrFdlSIdg6JHHA9gKwvFZBX1jfNGdaw08r3VCwIcZdawsEpZ6FoY2y55afSJ1c+WnSfD+I1l9RgH084T0lqwMSk6aaTQsZyCR7hTP26sU+o64XZNSrTqeEp8WoRKg+Rdxh6gEXPtqAp+mjCxPCdRoHAwnQI+GUZ6Sgx5p0TFziGEUY29AYqcygAOfukWYxbtJGBjOZYLZ8JC1Zw1F6pQsfNYdpG54csn6XvXzohIJpXfQ7ZwAEMLc8g54f3tALaVIVfqZUbkwjHVWBUrSyI4l874hZynX0/BHsGyUuhakCo/WsI/G4WDjyAnOFib3IYyG3CcHC2Rs3AJHcN8svuPWR6N0yJnsS/5ABVzkFhokZtiy21EoPPm+J/Vct+G3oquNxP0dzMzcB53JN7AjvwvWCYuZk2kkx3JEnlnhERgNs3hBfwk+SNeSX+zppZQLB9nqLDbE4/O8pXe7/CtniF2ZH9KqXKigQutTIAI/QWH43kT01FomutMlip97E/+lD55mE7V7qWD6hNhNDSPC5vjhHWwlDswZ6iFRINzas+hjQMT68LPzLDiIwsr/LLwSywrWXvpLq+bjeMU0WQAQ28iVThMsnAQ285SNgew7AJ+o5nh3HZ0PYFp57xiiCCaDKFpIfxGHIVdc3KECHjYl3rq93ddiWraOXKFw7X7ugoiU6dzmsILaPPZtKjEmL+vz3yPLx7+19+aA+e2rYhtj6/m/cOpFDPtPMfYialc/NTpKU64E5rj5JDCR5EKo06eT3S+gTmBKN3+cwkFZow5o0oaXSz3U7GynKVfxVX+mxgQg9wQupzDYhvtzGF5oIPbO7tr+sdSBqbAa9lkCgdq6jGnsrMiN7G+8BPuHvwPfhPC56pJGWJ79gF+dLiVu4buHeM8JMILCWhy3Ga2bo3PE/S1kogsOeP7/74sHJjD2P5zIy4dkZWnOFN4VeINfxEBfDLCwWScfVtb+FX+vtq1Hac45r0oZbqbXqG7jAIij8LmeGEDP8s9x5zYG+pcYA39q5TNDGcGybLNi9bT3DP8dTJ2H6vEGpb4OoiFFgIS284xnN085txi+TiZwj7K5jCWnaq1/0T6ZTIVxbXTdQw9xnB+D8u0K4jU5hfXodmf/BnbzaMsSvg4R1vofRMuHvEy41quam2hO3oBb4u/D00Lc1PkjXy6651j1GhaI2fxhmkS04GfZ++jYmXRtBgR/zRsTC6JdvGxhbCsSXCxfynP5A9geWTkVR7VAEFKFMg4GWxMSraDRYXGZb+OmVNU7Cxuxa0gpvtANMz1ymxwyGpvlqoDNLU1FJypRhUWhWXnqCuzVCNlwYbrKaTQ8TVgTcdf28bEwcZRFaxaynEsnEPzoEEAllMkbfdPMhPbVOzMJOuJS1AspR9di9Dml5iU0bUgugx6KXWBjUlIxAgQ8Xgb3aimlD5CsgmlbC/iKCjZLo1QXKszfDSapsXwGx2gHG8cjjLqHJuqg0+h2DBuB1WdNDPFo6Si0xkq7q6lT5WTZ9Q8TMDXQs6jJ8iXjuLTo1yoX8cRcQzp6Ph97WjSj9/XTtkc5kRuK6Y1zM7kj6gC6UP+bspWknhoLiPZbYCNckpsGs2zVb3oebyumXYeXfhrgP9nyz+ttdOycwihU7TS7Crfw6H8dK6NvI9jaoj/PvETFoevJVvuZX7gMuZp0zkY6MMIXM3G1F21688MnY9fBdma+iGlSh8bKt+apKcUu5L3sFeLEfJ3uIUb40TEezLPMSeygGp4tfryFvouo9kP3z2xi0O5pxFIMr40FSvb8Byp2nUCvulcrJ+PXypMR6ALP4bewken/wmagPWpUdamvwE4VMxBpIygyQCm5YZ+A752TLuA6Wm3WnYGpSo1QuaKOYgQPgply1XVEDoC6e52JzglJ7eQfxaJ4Cz6Us+f0XlT2eSpyalDMUVzlO5QibTI0rjTm+iwVCei3zS1NB73dHK80NRs/r99K5aPN/Bxna7V+8eys6zL3MX8xA0kjAQFy10MOoJnMSgkYV87YdlKT+Y590w7j2XnmK7HMJXD3vxjFMSFnMhuYVjuYUScy67+OSxmFS+X75/w/Yy16u761CnKLanvUVU9+U3Nb3SyJHw9W1J387lD/zTu/oJUfh8PO/dNSe/ROJe6dCJnXqF85tHD08FnnszcZyyZk2GqJKYqnOJdKd4c+wivOC/WcM+R4AyGC7v59cDFtPqDNQJygc5bmz7Nw+mvNdDFuKovQkhsO8+r6R8AikL5OIVyj1dBnh9zx2qxRYoc5ZJFxckjhM5QZgO7mmZQrKSZ7l+JwiFf6ucdzR9nrfXKGMm+SHAuhXI/mhapPZ9AZ1NhgKgxrcatd1weIGUerfVH1ZHrt3fy3GiEbaWHve9MoFA8XryPXvuNXBY4F8tRdETPZk5UYCvGqNGM5Pfw38eWURElmv3zOFp4kiVNt3J9fAGPpQ6zptnh0nOOYmztZmcywO7Ugyj1R1SdjhBhMs7IGMepQrahndV3OxHbWLYznHAKXtSs/kyNuC73bBtU43f4m0MGXBxZA0uAjBPTdQa8wIpPRrGp1LCzClUrUgtpzZiUMO1swxW1ceoPXpXpmPZOhTev941SJlGtk5BuESyHydiDaNLn3bOMg01RuWPWJ0JYokxYNhHWdEa8dUsTBg4lpPBRstNomqsQEdCakCJTY0MQSFrCC+lPDQOSoK+DE5n1k7Sx3tKpTUz8ORyYg2UlOZJ8hHzpcAPLuOv92161pZvWtDFkkCPiGGUKBGUTUhhcarwZR1leymFsClapEmUrSWd0FUo5qFp3W6wzf0GuPMBAeq3bPBFgbuhySk4aIXzoWoKVxpuIhRYhhI+WyFKmxdag664n79OjmMrh2qZuzg+9k5Q4QaHcS1aM0hrQyYkU1zRPIxpaUKPV2JO8nwG1j3Bg5km7Clwno8W/gHe3vM+bSOqi8bad4enMf1FfCN3nclAcyChWyoUANIXmcaD4TK0Cr9H8RidvT7yPYbPEXx95jK/vkwzndmJaI9w9cj/fGbqHlzLf8aJqYUDgOHmPXNBdZE3bnXSrC008vJBq+b5pjtZ2pMJLqVpWEsfTXtX0GHpDFeHJTKBTrJxgJL+PsbsNMYay5Dezk6svCCH5zM48u0tPjjtnMnu9q2gnq04dO1n8Lh04n9H+uvHXCREgEVlCU2QpFQr86FiGnc5Bjpc30V/YjFIOl+hXcIG+Ar/e5IFyHYTQed56hsfyP6RiDtKTeQ4pfCjlEKGFFeFWshQmxdWNvb8fKcMYeutpVKgqGkl+3bH32uhdyuYAu/K/xGe0MP5dutiYAG8Ov4OZ8ctO84pnWjkoeFPiU+78No5/cmqTDRWwjbQ34ytVTx4lnriBcsd3tWBsvFXVbXxGO++dBxdpl9buZ2hhSpUTfPno5/m7A/9GOr+P5ujZKGx+lflmzYFzRe8DXBv/M7pjl+Bi/1yR8Xolbo4xTgUCTYaYF38jr2Z/wAGxmenGcuLBmYBGb+FV+jIvsyd5P9nCfhwnj6UUfz/jQtpj57Og6W2EA3OYGTiPkH8allWn6JBaiEvj08iaik5PF/to+nkKZTei3xY7l4BX0JcqHGK/8zIdoRVj+iVXPEgP2+kMSZ4zX0InwNG8YsNQhZC/rmxkWsNsSH+LrakfYqkyF8f/hMvD83k61cfu7MMYUuFrlXRF8uwpJj0nzO0H2ylTIIdSLhYroDV7WZSq02Z7zt1Uy79DVYVHk36CnrMxPlVax9C9HnhP4WWeGp1CgUkZAfiky/npYILCq2gV2KriOWmCgj3iEe1WTXqcp2rM3zQZ9KhNNBr5FcNam/es9QKEuNZROybrJOkt6FjefKKLABVK2KqM45hYnpRYSWUJySbKFBi2UqAcdBmqkQAbMkRAi3tRUUXFyaMJg5C/g6bICiw7RV/qeW/jZXtp6KmzDqck+3WrAusl5C2BBaxMvIfliXej682cHXl7zZGbr1+IJv1Mj64mYLihwtHCfg7mniHnDGKqIo4yMZWDaY4SDS3g4vhHvdRqoHavsH8a89QKj6HcXQilDLHYeAOXBd9RI6k19Bjv75zLbfFrmB6/mIWxN3FBU8INdWoxVsjL+fNpl9AVdSuLdC3IWYkg7QHFhc1xTFWgK34pf9F1Npe121wXXsGcsMPN0XdyYeTOai8Ql11cGriF8ZPlZDI5ycphDAntsVUEfK3ehA9diSuZn7h+QvdvyfyEXfkkZ7forIi8jWy5t9b3400IyWbzEM/lv89wdju/zn63NonlSr3M9V3k8kMJ6Xr0opH2wHManQp+o9PrUx/p3B5AoWlRLwxvMy1+gRt9cypIGfbSFRqa8HnEzKc2l8vOpGwOMP7Dfy1g/ypf0/i7NH7w4+V+csUeNma+R750uOG4iUO+Tnr8m9ofQsXpZCZoCy/jsuiZ8ZKFA3OIBOfVrjG76XraYmu4MvZR2o3FKOXQk3yM9YWfcDD7NE3+OVwb/iMWBa4CYKhSojk4H6Vsj09SMpjZXItM2E4By0phWkl2p3/Gs8WdHFGbptQAFSLgRoyVK0NjWiOnGWGqv5d4aK5XeQ0uR9mZKXFMi5zLkvCbxrYLnYDPXYA3WXvpy22c7FQmH7+nbwKN50r3u2orDc8tTuqAOQ38dfWNhZR+fEbrSZ5fjPvvUzu+jdf6065PclvLn1MxR/jkgU08VvgJVQJzt6jLqWF9NRniI21vpTm6csy7vyT6IabHL2SzetHr0zq2qVqZPPb+foRw2fbTdi+O45LNF0gzT54POBh6iHnx62iMwvx05It8+9gJ/nnWNXxi+jI+Mf3dzFEzCBnV+du9r21nOVGwOZwvoAkDn9HObS2f4PLQuwFYKM4n4u/0rurQqS/hqsC5Y9KkoDGc28GBtMlyVnNN8DzypkKXghn6OV5vNz6Xw0hhL350lIJLYtOZHj2P65b2UB5QPNDTxquF+6lrW7ucZI6yawoiOkatMK2+8ZVu5G/qtwkeFYhB1bkCJoy10yXPrrZvquPVuHSr66jFZJiMZWF6G17TzmPVNr8C2ylhaFECWtyT8BJjKLuqkdy6Od697FoEWJMBhNAoqSxFO+ll+lxu1ayT9K7jZqNyKotf6Ag0Kk4e085hOyYJrRkhdCy7CMrxsIduNM92Kh5vnPtsYRF02+6NYUdVMJ088/yXYDRopAZ8Lv+t5ZS4teVvpuzdU2LiHKdY+zg1LUbRSbIn/xh784+RCM7GUD4sK+mm4ITrBQ8WduA34lwc/5jH3j7AYOZVWpmJrgUxlU3Q7zIsbyr9HIWFJgOcG7sdKQPky/3sUes8CZVqOwqYwmSAkVo6zDRHOZCFZXGHmWopB3PP8P2RXxLQYlh2ho3mI/zDkR+Tt9ydUjK7g2dT/fz94R/yjRP38lddlzNfLeeLva/yuZ4e2oOCrx7r4cny87yY/jrVAb8/9QueLfwIsImFFtGVuBJNi3Fz/CPjekuwWL+Cvz73OK1yLrNCF/GW2AfQtBhnqVWEVYLGyVAgCBgt7LCe4kdD+znubKcjtIJYoJFrq26lSj+7kj/xtElLaNJXc1wcp0K7auUTnW+rYTiUqmDZKWwvvCxlAL+RQAhJODANpSwSkaXoWsIj/9XwGW1kyr0e0NINzbvRUhu/ER9DAXEqa9Sf+01NYU/CiTf2iPFp0smLHiZG3CamV912/29UXph8klT0pp7nufTXziit1hSYy2X+twOCSHAuCdVJsnCQMiaXB5eQLR0HlBvFtZIo5XDY6edA5QU2Ozt4ufLzGnej4xSw7YznULiLSCQ4i1BgBkJoOE6B/cmfMZSZygFy0xoVcwRX67AuIn0mNprdUouAShnEdxK90smsL7uRXblfjW0XFsXycSw7Rco+5knVTTTjNKPYU5mrIXx4gpM72Tutb3rGR09cc5yCu8GalEdMuJgcz+obQdcmEv5WlXvq39Y9qcd4pPgQYHM09bi3kdL4m7mfJR5egkDj7NhtvKvtsyAk25Nlrgu8ecw393L+RwAMZjZ7uN/xlbATOUHBwW+0kq8MAho+LUqH41aC+ow2ipURenIvjj0Pi42pu7jr6BBh3eGsuMVtsw3SxR4EsmHeUfx46PNssB8jIGLMjVxBk9/lZ2uLrWF5pIlp2jJioUVcHfljDOVjfkwyM3ZpQ7sFlp3moNPHiqYgvy6u5USpxNtnCkIqUmtPvV8lQkh2i43oEhzlKh4U8waOLYgbCtPKjBsDEttxqz+VssjZw9QhCNX5wWng/DuJKUVAq2sdj49qGVrYi15N5UoIolobhuY6J1L6a8S29Wds+FdD1Fgpk2FzgLzjZoPq0UYxJphg4EfH8DBxysPuudE0pWyk0Mbcx3ZKWE4R2ykihYEmfG41qoepc9OzrhOsSR9BrblWtGA7JnmVR0qDsGwGHDTpq/VKTGvzWijQMXAcEyF1YrKNqlOXtIcp2qPYTgWfFq1h3vcVn0LUsp+CueHLmcu5nBO+lQ/MnxqacxrbchvHyTOv6UYWqUUkDAP8sM7aho3JhsyPqL7YPnM7Cf9s4qKTkBNhXe5/aleZEb8CU1TQtSBriz8h6Gv1cCFugzujq1gT6WRLTsey0hStUaT0Ydtux4b8szhubyE1TpFhtGQzVNZZn/sBtp3BtDPEQnM5K/5O4qqJUTnEQjGLh9iG1ELsN19008Bago3DisWRKLl8F/sqz/PTIZ2ACtGfWY/PaGFG5EJmOXN5Ov0VyuYo4cAcmvxz+JdZ5/KXR2z22HWwoZQRwoFpvGdGKx0XHOHfT0xn1awBdh4vo/Z8jO6IwavJp2l0IqQW4qrQbQw4KfaWn6XNv5g3BFfwUvEQg2KzR6PgTZCM3aUANIfmM0MtY336LpQyeTL9n2xR54xJAYBbpeo4FbcKCY328Fn0ZTeilEUytxN3V2yAcrzjHIL+NnKFw0RCc7DtCkJIcqVjZ5QCfH1pRk6myXgmNnYymhxjZOM3OvnHeX/M3+z/8h80TUijaVqM2bErGa7sI53f3fgLrlblmeGiMpXjZIxlLE/8ESWRRyqXNDolk+zP6yyKvsnDsipmNV1DTLV5EIUTJHyXYgfMcQoq9b73G23clriNe1P3NYyTyZ2y+juqV7G9dkoNtyLRsrM4To7yKWhVxtvJKk4BBjOvnOTck3N1jdd+Pn2buMCe/BoeBVOtXzWk9I/5trsj53Mw+QukrC6+wdqmqJGKRogAF8Q+QEamOFR4DkMLkykc8Pph/IbC5vujz5Iv9aNQ9KqdpKwTWFaSx3N3U7FGx8wZpjVMb+qZSR125UVYxtJbuBYNdFGxc0gZpFDuoRwsY4oymvRNgQN1naWNme/xoR0hPjPr43QF3QrGiXg/Byl0TpR2sNB/JcmyQ1YVeWf8OmKGYHllJlkxwpxQkEvDs1gQqfAf0WXcsWMH+VK9KGtr6n/YljZYkHgrjlI8NSCZ52tmfcN85D5fhVJ5gBQaz4hD7Mk8jEBy5XNNWJRZrMrEw/OpmFUc2HinXbibdtlC3kk29Nfp4YAVNml7otJA1eIyRtlxkMLwJKUmirmXKKBUNRNkEtKaKAkHR5keg4UfBwcdHxZlLHtsAURjhE4KP0IIfCJEEXc9KHoku43P1oiDtR2Tse2v4vtc4XvTKdYKPNzonPu741Rc+JEo1SOZQiDR3fNwVZOCIkrKHkJ4Tpohg54eq8uzKtFQKDQZwHaKVEn6q0GOqhSXZZeYy7nMjK9gU+4eeorrkFLnr7pvZ2dGce0U7+g0q1MVWXuAjoCPP5pj8rnzB7jQWMEcZ7EnJeFiq7qMlViqTL+1kwP2y/j0mLezErQyk5TqRSC5InSH13A3BabrTSxT57Atm2Rm9GJvZ24xO3ZljV074u8krLczK3ppQ6tsgrpkT9pmafRGb5AUSOV2szPzM7ZUfkVK9TJsF9D1BLadqS1utlOi4ig6goJbO6fxgbZ38qlZ3cw1Wrgo9kE+PeMjXGCcBcDqxPuZmbiCj017N1cHVvPysEbJznDU3Iiuu3iDVdE7+GjH7ayI55BNAa56+yDxJQ5Z02Cds5YXM31U7PwYPJgmA0wL+ujSmnhD4GYu9i1nesjFAbihbodzEndyefxPx4XkXcubQ5wfbyMRWVpLEbmRjDrzObig8mrfFMpHOZp61iXN9OS1pAy7BQzSh2Vna7sBIX0UKyMuiLh0bByP2O9DNmqqyMvptcWNIIyd5KZa7CpWim+c2HjGxRy/b7MxWaq/gbELqP0aHAPIFPYyLAc42z+TqGpmb+kpHKfMrtT9bCg/xJHiS7Vj89YgB4rPcCz9PAjJEl8HYcZHnqp9rzEzchFlW5EpTKYs4JoQPvxG57i2N9JdvBbTUDhMRT772zQ3pVxPYQnhw9Bb3f9Gd6MQk+CQT2UCrSGdduqjJx5rT6DoOJZ7GU2L8p72T/FP8z/Ouks+wOWxP6GOWapew+Hjc+OsvVGx9sKb+XTXO8dErkBjZuKNtRRhX+p5l44FwbWBqxgq70EIgzdH30fjctQ43zXqIbvmcn9dG/8EsdBCFja9vTavKlUhpLVgWoUatu5QZS17s49O4sA1Or92LXPxhZ4v88k9X/Wif5pX9OWmBHW9CdPOYztljtqbmB7WyIg0ezMFDAnLmzX+tHMVW3Ou81eyJftyPmynzLymG2mOnl27p1IVLMrMj4ZYW9rHrKiGz2gd89xShkBILKfI7vTPPJy4w7HCOg4lH+ax7DdJGDO5NHArE53m6rtWOGM2PvVo3NSmqEaOyrYbFKhj1qj9NmINkrWHxuCux5tpZxpSoDYFewRHWcS1dnwy7CbH7QJlx6N0GRMxrLbFa7mQaMJPQPi8dUp5EUdzzPF1HGy1TRP7RpMBQiJGXLbWjvOLsNtKpwgCpKyOZTcaKZBINDRc+pBOXysWJkq5jmzaHqwdr0k/UhrYTpmckyShJRBCRwofhgx5qhVazUG0nQKmqDAi+2iNLEOTPtr9SzleUOSsqdPWpz1jBLUmPnv2ICunD3J4NM6+8jAa0ktHaGQK7i7BcgoEtBjJ3E406SfhafhtyfwYW5no0s8ONtHim48QfldBILwUC4cBeYySStMeW0W+dJTe/Aaaw4vwGW0UzGHmOUu88t26PVp8ig2V/cRVEwubbmFx0zuY13QDjpMjVzxIX+oFNpUeqoVKq6ZrEXaaRzmUtXmsP8vVHSVuufggq1p1VkSbMCRoQtDuC7HE385o+SCHMxZHCgWWJuAC7Y2s1N/IDbE/5srYx/jwrDbmhB0e7ouSfSWPPVJh1/NNfPeg4ErfpZwXnsZ0/0q6YxfV2mCao+Qth5XNPkKaxvFSnu2jJgoH284g0Fjm7+CoPDiBfwugVElyOFsmld+H47ikvWPNrv1vNWWoa/EasaCuJbwCDInjlFFesUPFyo4py5ZeNXG1WGLstf8QbCL1QaNJGcJvdE4SRWzEaYxd2JQqcST5yGtyfia33x69SJX6xbazHEk+ysvp/6IRK5iInEVTZMVrasOx4ga2lY/Tp/bQFVyFz2hBqQr50mEvRebacHYTll1idvwqDC3Ek+WnyZNksp05wJHs8zxafIyTOeZKVTxM5cTzX/v4s73I6u8Kv6gR9Hcj0AkHuogEZ9V+mRG/gkvDLp5KYXnp5jOPXiusBoyYO46reqOTHV0d0ydXuhjEtvMsSUj+9Ip9nPu2DDdMj3qFTS5eCmB+4ga2p3XSw0FWvs+hxa+IBGfU2rG06R18dsZ5hBueu3rvFytbCejuHHR5p+7Kb3k2J/aGhtTq2Oraq+KfYFbTtWzjFQrlE2ScgdpmKxyYw0BuyxglhHy534OL+DyMp0ZTZAXLmt7lHSHG9JdtZzzeP5cp4c62D3NN/JNcGP8ItzR9lGn+lawKvI3h7FZ+lt7KgeIzbp85kDWhw+8w04jz88F+XhzSWBEvcl7wVq4JrWCNvLrWLoHObGc+z+cP4VduxLNipcb2k3ILgpRy05+OV2lbZWiQwkfG6uOCthC6DNL4zt1Ngav3WZiQUp0szT5VoZhLCNxmtI1z0PEckKlE7DXafZ0TsIuu2WScEQ9X5lKbKC+wU3WYGu9TfR6lHBwssqoxOzL2OaQMENJaa8+jyclgOA62Y+KgKOIS3esyREllkUL3MlMQl00EZIyQ1oyuhd20KyYBoaNhULQUJTuNrgUJiAhSGFS8zI2jLE9WTEMIjaKXDYvIZnz4XT5czefJckEkMIO3tk0jafZwNheTLR4m74zQkyszVJp6vjotlLOUEcpOjn/Z0k7ZVmyxDhElwWG53/Ow3QGmaTphvZ2Sk/b+ZpEtHneZ4XN7SBYOcmXoPWRUEakEx7QILaFFtDITA41Zzly2OM+QzO4AbEqVfo8Q06YtvIznc3ePCW83R1dytf8NDJSLvFS6j3hgNtcELiegSfLOCAEZ41jmRQrlnjGg94BvOiF/OyWRZ09pmHm+Vs7pOg4S4obDxuwQV/s6COmC+SFJxYGVpTfxaOFe97797+TyzgAQoGzDgYzOMwOKfeVhmolSyWv4yiYPHW8mrNu0BjQubauQ7JlPyqzQgyf3InQ0IdiftkmbJs9mv4XfaCYWmFFr79PllxjIvkrA31kDhFfD4BVzmEMcRwiJUmMliaR0VRamxS9gKLfL5eRRJRQOnbHV9KdewnZKaDKEwiEcmFlTNQj527HsIo6Tw3HcyaaqkFC9rhD6740e49RW3Zu4k0vQ1zEFRULVJqskfZ1bJIO/tf462cIfDszmuuCNPF1+cspjTmYlc4RD8iWuCdxCQJMcVs9OeWx7ZDlJs4dSZRBN+imIYaQMN9BFVM3GtIYZypwsNTnxfUyGg/rDN5tSeQCFRbZwgMYF52jqcY7y+Gle5+SSaFB1ykRt0XRVWk6H/29y8xktHMsr+g7H2bMpwTcGtmF7OGUpQxhajA92nMUtc/qZtqqECMdp91vkij21tvZWtvD/HN4+iX4sDJX3eM5Jjr898hNKlfp42J98iMZNaKPpHrVJX+oFQNWoSwASgdn0jauYte0MmhYjGpzHZb638gwP4CiTpDpGtV8nc2iVKlMoH+eB7MP8TfdbGCyFCevQM9jBhoLLbXc0u5a7l/8xwxUN03G5FL52eJSNuR9h21kujf8djhLoSNbmjzCg9tSvj836yi9Y7XsLK+IxdiVd3JeuN4NyPEdS1rBrVQcqEZxNyUoDGqaVZDQ7zAvySt6kGQS0hMdD5qbyXB4z925TO280HDP+3/Vq0ZxdYWrapMmuaTNkDtFYHV434eGuJ54nhOYpJ6TGnGfIMAoHs5beHa8YUa1YNimJNFUiY3tSyh/NS4mWMJ0CAg3HUz7xiRhRLUJW5bCUQ8mpb/qUsinbJmE9iMIh46RwpbWKmJpBh6+FpFWiZCddJQbvPo4yKZEjpnXQ6hcMld2ijIJto2EghZ9iZYT7hw5j2nm2auu4MvYxnsl8nW1xPy8lT/BV/s+kPX9SJy4WWkShfMJl9s9t43vptVwc/xhpMcD5wXlsKhWIBmcS0psJiib8hEirAcoekN5nRLGdMnckbuZ/nJ9QMbMckPvdcHD2ZZZHbuIEB9ma+h/i8Y9zRVucl48NN3xQ9cU1Zw5MIE8tVZLYAYhrfs4P3MJz6a/xgozxzsRqLihdwkZnA5FAF5lChUhwBtnCfkCQCM7lU9PewCP9GZZEo7T4Be96uokF4Shb8oOsCLXRGVBsHi3x68JOVsmVDMo+pNDJFg7yKPcy0v9WAIpUuCDRwpd6/gUpg9ze+gk29kxjNf3sTdmsaZNsGLL5yoEiBhovlx6stV9KH9dNdzCk4qXhABvVSk6kX3YnM4/BuS/1AgpF0c5O6BOFxcH8Mw3OQR3n4mJrbHwi4hL3KgvLLuM4JQaz2xDSR3v0XAazm/AbzSQCs90BoQUoloe9CIiHP2rQqHScApoW+wPGiVX7p74rjPg7ifg7OZF+eQIGzv33b9+J+305vBUry7FK2ks9nAwDMxmfmMa5kdvR0ZkRMag4LoZkvExR1XprfIA2ueLBCdd3///Ee5xu39fPO/1z/hDs9ZDeWtB0I4ezz07AaLn4vhT1PpH1+6nT76/x38XF8T9lr/MS3x74FhX7w2zND3Mw/VDtd8cpYHqbpZYOVxvS3jPExtE5NCZ4xmIzx5o7H1evZzVgXgWTRXCrG4Insv9FIryQOzs/y/cHPgfYBHzTWRC6iqPmRi9iM/bslvASZomz0YQg7/GYFvWRMffpiF/IYHpDw3zg/m+pksR0BF8+/s0a92i1WGxa5FyuWXCM5mtCVPZk2L6hnRdPxKkqoOxOF5kfDbAyESCoRfnuyIGGVinyxR6ag0GKluLh9FfQtDABo8lba3JIGUA5FaLBWWSLrtJOoTJCxUrjM1pqhOXPZr9F0bqZDhmg7OhEZDNF5ZLpvuuWvyKZbORO+91bU1OUHz/w+Ya/TPaOARS69OE0jMU9u/fzT//8D5Ne9z///Zu0dkZxHTqdXTv2cs+9d3P0aA/BYJDVq1dz2223Ew6PLcaxKop7fnI36155iXw+x8wZc3jH2+7gnNXnUnBGifnayViKrD3Mjh3buf/+++jpOVK75rvv+CDxcDPVLI4QEgeLnGUTFH5sLYyjbGxRIShiKOEgPWxyf7mCjYWUPiwqlO0MjqqgawH25h8j7O/kRGY9pXCKOYlruUBfwY9T/zpl3540nfqGwM1YdprBzCu1FMQ28zEUNven7yGq4jQbc0iXjtFXeJXDhRewlUmmcAhQWHaRzsjZPJs/RK7Yw6zIJSStHnwEaQkv5kDlBfrSaxHCYFYgwrGcw6LgG3Grozppi62ptWWmsZr22Dn1ISAC+I0466zNlB2bPWzE72unJ/U0X+n7b7ar3aQrR8nk9zMncQ1d/mr5tsZgdgtH84pmLciKhCJjwn6xlfvSD9BMlNaA5MUTNo+lvkSzms5Ra5T+8lZKZpLL43/KPP8lZESOqPRzVOzi1ZQbeVwSv5GS7bAxGaB/JIYuBRuGHB7O38cLmW/xTPabY8L8tp3hH48c4PsHbX4w+ktOpF1CP6XK41IeE3cy1d22K0FVpdeogzmrhRA9ycfJl3pROGhaFL/hyuT49ASjhX10xy7B0MLkzAFaAguIGJ2eaLc7aepaAp/RTmtD3zc6cK6g8PhqtcmtqtLxu7F6f0VkO+9tvgYhfA1pJxqoJv73OARnapaVYn3+Jx6fVz3tMT7F0ZW4ghubPz3mXbbFzmVUDtAqI6xptkiWHaZHVjMtfh5Bf7d3VD0NLaW/BoQfa/UIwGRFJGdur8f7aqQ9+MOy1YkPTXg/+5MPeRitsWbZ1SKmqtye2zcCveEazpTp1Sq1UyQ0Z8y3mZJJKnaeijnIt/v+mfWZ700413Fy/N/eX/C55+az7okOnn64k73pCjMTV0y8zymSPrZTrlH9tMfOY0HTzfiNxlScG1ky9FYWx2/kYv1aruyob75MO8eQOkxQb8GnT+ShzJZ7aRfxmnOnVMlzgOrzRLuYj5A+xo+vQrmHr554FtspcV3sT4kG65yhl/rWoPlt7N4cTlGxMx3hjjnCgxEJwppOb0FwNGdiSJjJCg8HKdC1BBfFP8K1XRo+6aYBu6IXYFp5MoW9hIOzaA4twDCaawT6SjmUrSRS+qiYIzXOQMcpYAmLrFMgLJsJaponLcXv3YGb2IZGrNp4U5h2voHvTYCnHHHbbe/iH/7hH/l//99/5l/+6Yv80z9+jlhzsHbezp3b+Nz//QdaWpr59Kc/zbve9Uds2bSFf/+3//BkKev2xX//F15c+zy33noLn/nMZ5g2vYPP//s/sOHV55HCoGwrHKfCrl07+cIXPk9LS6t3zXexadMmvviFf6Fk5zwsoI0UBhERxRCSirLwE65VxZbII5EENUlOpSnaI5hOEeFh7EKayztZ9OjFkrltKFUhlduBjUlPJc3JXLWTfln71bFahUzVCuUTzPZdQF9xLesq/wNCossAQkh8etQLbXu7biFJm8c5VngRpSoMmfvIFo+yIHIhI+owUhrMTLyBgj3CE6XniMlOLFEm4JtGe+gsslYVD6PhJ8AC1nACN1SulMk52lVsLD/CY+WXsOws1QiMFAYGfoJ6MzOaVjNkH2A4s5mqk6OcHENFm08vLfLYQAxNwFB+J6tCtzItGCBjKh5MfhldTxBSITYWHyAa6CLum8mFzTG2jvrYJXZwRXwaG1I264v3I2WQ3emfMRI9l+ODy2n2tZKumPwi9WVC/mleZG3ii9ib+gV7cTyZIcFp79WFDsomEppDs38ePckn0PU4tl0YEyURMoBSFgGjhZI5gq4FqViZmkRJE9MYsnehlEN/echNzTbIWiEjoCRDmQ0Tm1CL+p0ebkxhIdQZyfX+RibQQejMdxawMOqAcrmpquP5Dykd/NvSoVVYWONwNq4zNXak9Wc28HSgb0yfDGU2UgzOZXV4GRVHsDSh8cxgkkWcx3Coi13lewAHTYvRHbuIWc4ittlPkcrt5LePORsrbH2mdnH8o+RElq2pu1/XVr0WE+gE/V2enqdiV/HxSdJM9oRzJlas148ZE20WVUUEWQPLV9+zEDrKKbkVo15aSogAu5L3NlxDTpmWTeb28MX8Pn6YPB+FTd4cmjT6phpSc24kt86bBa4TFvC1UiwfZzDzCvnAHOZFrsTC5ED6EU+fNo2uxVkoZrHJ2UT6SF22zLYzDKRfpD12PmWzMVrp3rNYPs4L2kMUKkNTVrnvyz8xrnirbn2pF4gE56IJwRLtctaxB4XFWnMz9285l/B2h4jusC+rkapITDuPQOPJ0s85YJ9Hj/UqI0NXM0NrZpvQkTLMh6f9GXGf4AvHt7JSLGVO9AqWi0UcDE9jW/oeNOmj4uTx6VEcJ0jI10KycMDD9+n4jTZ3Q260unKKTpGynSGsdxDQQFh10PwfhlXVH05mXjGGcF0cVxfXna+nTetgwYL5+LVEg2pDfQzdc8+P6e7u5s/+7JNI6b73ma1z+Jt//gyvvPIKF110MULobNq0jh07dvDJT/45a9asBmDp0qUMDp7gRz/6EWeffQ6jzglAcc89P6K7ewaf+PinULjtSCQSfP7zn2fTK5s55/yzAOXSlogoRZXFckpI6cNxSl6QwyCvUuQcp1ZcolQFB4OA9KEJgRAa8fBiun3ncrS8nmzhEGCz0FnG8x692cl6dUrbl31swt9sO8txayvg8qqE/R0sCl3D9NAqj6iuzpBsWnlc0tg8ut5Mt+6SOW7I/gAAQwZRysF0ivhlhEFzDwEiLA1dz0hpv0d/4ebIdxYfZV3+hw0tcRgRow3VIzZCBJjbdANtwSXk1Aijhf30mdspmqNcGv8Yd7T/FXObbgDgp6lv85W9Yc5tKuMo0KSPo2IXT5TWsj2bJhqcRTw4k3PjCTrDZzOa38tquYaED+ZE/BTsEX6YfBqJwdvi72NG/DKk8DGQfpkN2R/wF/vuYlrI4NLYhymZIyxouomgx+YNLqYk6O/motgHCQdmuKDm0067aKyKv5vliT/iqsDb+VjHeWha2MWrqLGpQil0/EYzZTOJFD4cx8LQIjhOCV0G2Ja+l2L5OKVKH5aVcmW3vF18PLzEw8VValdstNeCT/pd6q0K6UOTAa7vCvLdnqTrcL6utCev3c6EdPc3tcn7fOy7c5xcTYDbNXcyXel7E3GfxpP98M9HvklcdhEVflKqt3b1zugq5jlL2Gw+wuXGDbRGzxlzbRcXEqA+fs6cZHfy9p+pA6extOl2dL2Zi5ubuTR6ahWW38TciMvpRfvcXbj7PG603t2QjiewrtqZfEdKlV08bFXrueF7bo0sQ8iAB66u4n5K477tqb9zpUo4ToHe1DP0p14ik98/xZHu+xIiwHs7Pk177LwxYyDsn0ZTcG7t3/nSUfakH6KvtJmZ8SvqT22n+EXqaxxNPcUL6a83RI4FHfELWSDW4Dcm5/7LFnsm8M012kRicteqVe1lM03BMbkg0cKsJjdjlDKP8k/HXuYfe/bxkx6Nw1mbvKlo9s9DYfOm0Nu4KDKTt4ZvolkLcn23hs+I4jh5vjf0P3zx6H9xKPUoD2fuoq+4mfPbDWaKTiLBWWQKhymUBwnocfxGHL8WJ2C00BRZjONUqFij5Ev9zI9c5RG4u9HusCEIao6Hh/vDISD3a7GTcH26fHw+LYaUhrfhcHBJiRvJ2BVlO4MbrKmPn9HRUQ4dOsQll1xCwIhhaG6RwYKzltDc3MyGDa9gyDAx2cTGjZsIhUKsWnVu7XwhBJdeeil9fX0cP34McBgdHfGuebH3vUmE0Fm5YhUtza28uuFFfJrLvgEOBZVBCoNmvaPurGGjCz8Kx8OSa54WrBuFqyibpD3qYkOVxSzVRdjoQCAI+WdxTnN4nArFZD13EqvTUNQtGprPHP083NLxK7g6cBPztekMlfcwnN2EEEZDqgXajIX4jQ7mRK9gmTGT5Yl3I4XOUGYjmvAzTc1DKZs2NQNDBjmQe4qSyHsYHgfQMPQES4LX0RU9rxaKBsUQh7lIv57LIu8jHl7CnR2f5kPt5yDRmKvOwnFKfLjtbVwZuIWXcnfzUPYnLFSLEcKHaQ3z8/T3uOeIzrGcyQfa38c74pdStJN0+6KEjTZMp0hPtkKbMwOlHHapA3z3xC6+O/hd0sUeBtIvExedPF15jqsDq2mNnIVAYGgRKuYwR/NljojdBIwWLvYv5prQ7bV+cZwyZXOUssdfBNAcPZs72j875cRdN4d2moioGE+VHuRrA+tqTuD4yV1KH6adw1EWQV8LJXOIWNAVKS9V+rzdt7vQKCz33h7VQbEyAmiu4Pm4lKnrhMjfqTMy1gTR0II6iHuSdrjkxk3sTMG69LdOO+175jaWTPJ0bPx7ev2d29dSDVs/R8og1yc+hYHOSNniWfMFdBmkoJJsZwv96aqWn8aJ7GY2mo9g2UXiPh3TKTIz8UZvYRFuikpZLsUGOiF/N+fE38PKxHtPY6y/nuZQIocmfBzOWESNUykR/Gbp1qCvBU0Ln/K4yb7b6i/jI2Cv7Xsbz7FW3yx+tP1avrzkz7Gd0v9H3XuHW1ZV6d6/OVfYOZ1UOUeqyFDkjCggiEijohhb7W6721Zb7XD7fn3v7WROra1twCwqZhQlIzlTUEXlnOukneMK8/tjrp3O2edUFaDYg4enzt57hbnmWmvOMcd4x/siZZTZ6Qt67nPk8xvTXEen+URMweWRyzg9+Y7Wt5X6YapdEWOfVHQppeqOQNi9fS+aajSqRY0iMI0Ux3M2jxRvahVhNa+j2Wbdl1M7NQKT81LvIxVrRvi0NJl2egWOO8q9xS/z08LjqIBbUwqT/fmH2FW6n7XuVrY5w9xa/iVx+hHCYpszzOvmVlmSlDzk3cc3ducoVXYCikp9NwqdIXDcLHU3z+0Hi8yNaWonw4gikFSdLA23SKGxD6V84sYQsfAsLDPNYOIEFqo5pKOLgupUGG847K7WOXZZt9+vKRSmDGMacSa7HjpKFSbSKgRoRqMj6Hfo61+/ibe85S28613v5KMf+3/s33WodZx9+zR9zLy5C7AJ43glDBnGJsyCeYvZt++AJvhVin379jFvzkJMM4plJALHUrJgweKuYzX/nTt3vi5SEAZJOcDs0AArFy1k196deB2FHlJYCAReFyBTEiaMLeOEjTR95mArze2rOmVvRL97wuYU60oeaPyMPjkPIW0uiLye27O7p4wON23aEaE56bWBnIqGU2Szf3dLO+6u2s+xjTil2t4WuLQoxthV30fY7mN74Q4y0aXM8ecz1qix23mcFclXM+rvYLZYSV6M8e7B63k2W2ZteSuuV2RT/taOijYPx82x3JrBbeUHAsJM3UnnGudx5pDBJw88TL68hcfs7Twy7DFS38TexiP4fpVvjt9Jvrob18vTHz6LuwpfJRaeR6m6HV+53Nf4HeebF7C35LBD7adQ3cOYrDFS3kAiMpekbbC37mGbSXaV7kcgiYQGWGO8imf8e/FweHP6EkZqPjUvh5BhToxew8bGXdxf/wmeX8cyYtxbf5oL7FO5PP1h7q/+iEp9D0q5FIR+QQGiRj+vmevzy1KzCKMD49JKQQAo7i5/GylNTCPCKeJUvLQTAMvbhKhC2i3gK+iVqCHDjJWe70ib6dVOMz1lmcmWuLMpI3hGDM8rtLaPhRfRcItBis6bMCT+IQHnimJlK0KEEQoQcsL4LIiHZ/NP867ld4caCGlPSJ82K5tebGROcHr6nfSrFHcUPg/Kn2Ii69QE/EPYizuX71doKI9nvXu4xHw12eoOao1hDjgjE/rRw/VyFKsVIvYsRusN5luns9KYx56oluza7D2AFCbjxWcBSEcWsNyaQcQQCN7ElurdDERWsDd3z+81UiuExeHqeurOCD8e/yQiazL9RPfinmUd2eykdHgx1kn63fv3qYTupyMR3pr3sDMGnldGIGh4JXqlqpsp2KnOrysBj9xfSjX45sg36Issa/NRijCJyHxKtW7nq1Q7gGEkOE2sIRve0aK00RG87vZ5Xol78p/v0T6DZGzZtAUWoImyL4m/m5MyMR7de5DWWCZsLDNNwxkB9Huxv/AokdAghowGEmLQcBxWiSXYpuSp3AayPIcQNvvURr6540LuazzA4fyjLThQ0zoLVVx3nMcbv2S5elMAi3HwZQjHKxAPzyNkJonYGQ6V1xK2Mijls5qz2Cp2sEKdETgHkrI3kaD4j8kUskNcvtOEkJRUDpQiZvQjkJS8EVS4wZVXXM2qVatJxFPs2beTW3/5c/7hnz/AP/3TP7F06VKKRT2HxuNx/CDqq5SHIQTxeJwdO7diSBtLCIrFAjNnztTFfoGqhWnEiMcSAJRKJUwZwy3r53Nmch5Jmabo56lRY9CIkE4k2Lh9G1IYeIEjaRGiocoUqRGRaV356pXwUTh+GSEMir6vOeg6+gPAVw2ebvyKofAq9tQeRymf+yrfCyhnpn+vpo3E6fRblXh4TgtXUXcOUa7tpOGXqPl5DBmiUN1LPDxPO23V+8k2dgIGZqCDOlbawOO1nzEsRvH8BlJJxsqbGRcHmOnP5pHsOIaQJKMLAyqGEoaRbOk2xiMLKDgOs0Mn0UlUeXfjNn52IMuh/ENEQrOY5c/iYGMdxcpWHHeUJZnXMFx4JliZSY5XJxK2+4MwrSAVWcCF1gUkbck29rK78Tium+fO/Kdx3FEkkllRg9cOzubqxNtxnHFmxE5kjnUSYyKPqxpsK9zBXfndPNLYgC1jSGnzZP7r+L7LKyOv5z0z3snrktezJ38/rq94x2KTb6x+E7PT56OUx7b8bVTr+0nHj2e4vI4nxi1WWpegU04WA4lTOSn9Nq7NfADbGmzd9LpziGp9Hxl7EZ8+a4yY0Bqt0dCClmTOZKfFROHTF1vZ9RA1wehChHCccTQBcJxqfX8X2a0QNueFrptCs9KYAtT++zWlnK40aTtSoCeB/zz0BHeWv9NjNaN6OnDHGukYTJ7On86dwUUzo6Riy0FoHeCjjTBN3s4ICEF/X6D76aJP3QPrnflPky2t45f5r1Kt7wvY+nvjCJVqMCt6MgVVY5/7LDu9EZbYfcwx0sy2TmC8uI6FmSuwzH5Gy5sYa9S4p/4kJgbLIhexWK3qwXP40pphxIOot9dxLb3SZy9Mbq3XsyNEiERUg9xffNSx13DdvpdTOVgLU5d29G33/b+1/CO+OHwfTZqNseJzrchEpy1NXdlBVNu0duS2+S5Z5gCJ6LJpo97V+j725+5lX+7uYN86dSffIo7XRzaDTJDPA+5vA/ojfb2vSv0NmfiqgIRXX3lnFLCbRFmwxDoX2xrqIlpvnqN5z+Ylz+O186L8Mr8Bz6/QUspRjWBM7NxRMhhaiWV2Picea9V6FiWMoK8FppFkrjiOm0c/F9CeNHGBBlJGW0T2ze8Gk2soVXfxUHkXoAuFYuE5eh5WLqPFdZS8YaKhoSA1nGObeB6FzxO1nwTzmtfxv0K+ZLrQL9585eD69YBHrc1j2TSlXHy/hq8cKl6WGtrxWbhwPm++8c2cseYcVq5cyaWXvoJ//5fPEA5H+NGPbuk6hyFtqr4u9nH9KnnvMJ5yAhoun6w3oul6pak1VpUmNVbKRUr9LNgyjkJRV/p5rIlKQCUCjl9he2UUXwmEaJIp6/6ueGNERJKYSAGKCDHixhCmkCh8LBHGRHN6yglwEiFMLg7/CVfETuZ0+2oWpC+h1jh8VLjtaZ24FclXE7Zn4fmNSWH98eKzjJe3kq/s4MToNVyXvJ7jjUtYGbmMleZFhO0ZNLwyUWuQ05NvY1b0ZDZX7qRSP8j63M14XgWLMJt4kkdL32Y/h5hlrubMhE6xzEicrMVk0aH224tfZlP2lq6ByvPrPOdowlDLiPG4cyuV+kjr98O19RgBkZ5lZvhN4b8oVXe1BNE95bDZPUTNUxTVCJeEr0VLYegHrFDbx1PjJW4Z2claXwNZhyvrKTHGpuqdlKr76I8fx0IxCw+HbGU7J8evw7L6OCl8FevUZn5ceIBd1RKmEeWH4//JL/dJ0pbLTJYjEFyR/CuuznyE9wy+jrnxM/nCga+xvvZrXeSg6jh+ldXWXGZFTRbHL+q6BwOJU/nootNRSnC48TyGEUPh0XBzmGZfO5KKicajaFH70SAi0jTfL+l1vAy3sDC6wGEyf9I2ubXVP92i9F4PPrA/hE29SnHdPEr5AU9QrzZPtmONBOUqO/nnPXfyD5v/jVxpI0rVGEicwPvmfWSCysZkZ8E0+3jL0IdYmXl9a9IxjQRXRa9iqgjRi3cEetOpREMLehxbY2yOJDXVtN3FB/DwyJU2UBElDAnjXpVhdzOGEWOuvxRfNQhbGU5Mx1jiH0dWDBNVccpUW4727yvt7brjE3B/k02IMB+Y98EgFXxsafJez45lJrntlKv401n/KyDBfaHWfd+aDkg0NJezU3/Z0jeVMjrJWZnhzycenjPhOPramnJNTWUdvSCq0f2MGJwfXtnKGEgZDxy6ydNH2M7wpeXXdy0UpYwecXFkWwksI0kiuixopc4oKL8WRLuaVbeCLWITvnJZFr+M5v1JxY7j5PQ7ScWO00Viog31sJTFOdE3kYwsnNCjbcfvUHkt/7HvYQ7V17Eo/SpekfqbVmq5uU3TaXTdPHuKD7E4eiEzU+e1jrcrfzf7yh6mESUTPwGAJ3NfC8ZFHTjQwRAP36/ieTotbBgJpIwQNfoRCMoiR8SewVDiVDyvga9cak6WaGgWloxgCpt4ZB4Klz25O9hZvC/gEJ08xvh/JBhgANev9OCZ62yzwJBRHdXFw/XKrcIMISSuV20dI5IQnHjCSWzbpjGYiYSOouUKY0FEuFlEY1IqlYjFY7h+DaUUiUSSQrHAgJkkYw7SZw4REUnsgFA3FDOIiASxuE7j5gtZ4iJFykij0DJguUKJVDwR6Kw2SYVDKBSWkNT8AgJoUCPn6cWIi4NDDYHmweseWxR3Vb7H2mKWE1NJzjFP4dT0Ozgam9aJ21z4NaYRoS+0pMevenD3vAJPl27mmdoBdonnyYsRRuUBUpEFJOzZlBoHOSx2sjN/N7XGAWwz3XIURp1tJOQQvldhZ/1hQipCRZRIRhcxXHyOWuMgAL5fYyC+mmioG4hcd/K8te+NnJ36S0q1va0IXNMq9cMIJKszbyYWnjmBXRrylR1c0TeXbMPhbPN09vijLTFaANtMkDBs1uduZmv2p8E5x9lfeJRKfTeeX6PqjDPql2ioCrMTp/PqgVn8SfrdnJzoY3v+t8xgCctiCZ2a9IrcUbuD16//FWsLP0DhslFs5JCf4/lsDZMQtcYBqvX9NCvP8uWNfH/ko3x9+OussZfx2r6/JxldAUDVyfKxnfv5uyf6CRlJPK9I3cmBcklG5iOD1XdzEIqGZgQpWS9ISRitiVvhBivQQM+tq/InwMypBtuzTa4oQSQ0B9NITPcI/cGteyL12Ju/v+OZaKabXrqUr+OOBjqRzdUvjJWeZ2/JaTFxT2Wum+XBxrMcdjZpbAzgejm+N/p5Jg/IIiBafin0YyfbzOiJrEi/5kUdw/NKlEQBw0yyMfcTfln6KWu9u0iZ88hEl/Jw8WsBdtPnsVyOnCiSUoMAbKjfQdNxfaFVw02anWPbvuMzJkrV+Ny+z5OJLuWFFU+0j6X/l6ycM8qlM31K1b1H3vEoLRZZQMge4uzwdXz8eLs1WUdDs3jL4PuYEcBdAB7J/9ekohXw6UucxF/Nfg8XWed3EYVPuhZhcWf1ccpVTY90duLt/PO8q4N3v9vJTdizeO1ZO1gm2+dfk3jbJMWGblPky9tYHruM+SGNt07HV7M8cx39iRO7HECFy47sbZRqB9hZebDV5kXW2VzRN5didW+rEMs009jWAIfkTh6p/IByXbMd2NbQpIWC5zfYl7uPSmMkSMdBUsxs/S5lBKeF2fPwvAor5XyWcDLNZ07KMM/XD9MXXc6fDryWiN2vi3owOTF1A8no8o5gSLtC3POK+H6VPdm7QJjsyt+toTIiFOD+ynhugVR4HiGRIFfdFRAqQ8iaievmNUHwFH37P8cEKZlCa5A2/28W2zhB+r2t5OD5ze8M5szRi5R9+/ZgGwkiRh8CAykM9u7dy9y5c9Aa4ZI5c+eyf/9ebDxMKSipCmV/nGd2rANg3ryF1CgzZ44uRNy/bx8eipJfafH/bd69nQXzFuErF8uIBe2pUlNFGsrDklEK/jgNr4AhbVLGEJ5fx/WqhIwkzgR8plIu1fo+NvsP86viM5Rdj3HRCS+Y2qZdHrlejlI114O4s9s8r8DG8m2ErBSl2l5CVh/V+kFSseVUGyPsre7GMJNI2cfc+JmMNrbguBX+dOC1lF2Fh8OO7K08U90NwiQTX4ltpkhE5pMwZzLAfF43NJt/2fmV1jmljHJJ9EYipuCvF6cY3XV5y9Fqmq6sLHPAWUetMd4qYe9s96f3fgUpzUDeRBK2+ylVc4AOzV422+Lu2qJWye9x6WvJ+P08UvwmSjWYGTqBdfU78ZVLubaf/5e7B5RPMrYM369yiC38svw8NWcEUAFVh8Ay+/H9Ejuyt7LPGsL1SiQiC+iNK/OoNQ6wu1bi71aE2LflAp6sbKZc28mztV08JyyEsDGMRKCT6pEtbaCpOdgUuS5Vd2vZHOUHMmRel1PQmV5sOkNSxqeIsKlABcHvOMcf3o50bj1otkPek/afgrj2xZjvV/h57nOTUriaJFnfn2a7d2Rv1ZNUh2ZmbyJl+XulRNmRvTX4SzAnfRGHi88EJLJHZ2F7NpfH38op/TY3i1dQVCOMlJ/HlBFqZoGwkQkGQINiZSvr4yGU8phhr6YiJOXaLnpPOM17N1mGZ6Idy33UDlu3Q9x8jlwv16UCcPTWxr61Jmi/xlO7Z7I+b7IsfRW7Svd34VSPeMQpns9SdQdCWDwXfoDfHLyCpoB3zclS8xQDcnEH/moix6R2OgrVPXwnezuNaRw40MLie/P3ta7psfL32XXgpICjrpki1ETSB3MP84m7/pHz++CRgMJuN+sYCq+aNI9k4ieSLa3TvaXq7HWfIWr2MTN1NsPFtZTlIUJWilhkwYR9fZKR+cwxTmBdXTMdrM19g2fzbYxrw9Fi7FLG2JO7hwXpV6Dw2Z39LZnoEsbLW1HKb/Wt6+aQMoLr5tmdvYPB1DxWsJjNIoyUtsaFuwUEJqaZpi+2jILbYDtraY4rrjvOM/nvgnL5cuMgpeouNDQlynHWXF4/9AaeG3dZ5+1kQ/ZmCBQCtAX4YqUAg0pdBzCaVctChslVdwdzlYuUYXxftgsA1URJrf9ppttd8PMB8W0MAYE6w0T9U0k+X2T9+vUsW6qxlf39/SxevJiHHnqIyy+/gojVh5Amzz73NNnsOGvWrKH5LJ962kncc++d3PboQ5xx+lk0Aq7F+++/j1mzZjN79gxcr0R/fx+LFy/hwYce5DVXXo9DBSEE69atZ3x8jBNOOw0pjKCN2hSKsDSpeSVSRj8FP4tAUKWqq1MxqAXvjWnEcb0ShozQjKcVaweIxYfYr8bYV2xrU09nL7q0sMm7JaXJqdYV7A3tZMzZTt0Zp9oYwzaTRKKLCRtJxivb2F9+AkOGmBtdw5253Wyu3EnY1szHCheUy3hxHeAxP/p6lqiFPMtT3DRyuEtHUSmfswbDLI65bCqaaE3VXg+wIlt6DmBSmgGYoM1okI4fRzK6gmJ1N9cmruPJUaWvw+pnMLaaQ+5GbONUTCNKwymzo3gP6chCspVtLe4jKeMUg1X3wfzjROwZkwSmO6NDhrRxXJdaI0vYntGSGpvooMRFiE9tdni6eHPXsZRqTMJ3tegEAnLb2enzKTYOUKhswbYGA7LIYXqlizodt6l4hoSwp3DujKBgoJsH6vdlR8f+Px1Fwu8nstXL4ep0zjrbrZ/7Ix3xhUYPdcRUL16OXHhiGikq7ljAu3h0JmWUf1zwLi4aLPF8wSSkImTUKorWAUwjwgDzERiM2ZtRyg+qoj2WWedxUG1D4fUE5Xc6MFOB9l+cvXTPp2EkmZc8j13Z24Jvgondy3H1U99ACEnISgWLp6OfaCc7cB3EyarBSOEJfmEsJ2T1BTRB4/xw5GM9+tIOUlltwmXXHWe48CQTiYIntIBuZ0Pvtz9376Rt9F8u/7H7ywzEVrbaOlx8ukdbGuRKGzr6QRfNKeVRrO7G97WAvedXgmrG7jblylsYSi3v+q49BhoszLwKV9XZn38IQ0bZnburdQ1hmSIdXUTVGW85hwoFfk3DWHAxMblgpkXS/lsMIbiz9hAH8o+Qji2nz1qExODO7GcRwugap5v3qykzJmWUhalLSduStWMuZw0ZnKaW8e/O8eRK6+mEoxhGEt9vELYHiNlDjJU26PSrclHKxfHKeI6OBkXsGSg8qvX9CIzgfZ1OUuuP2QRShvD9RiDjCZ5XI2EMYBohPvn5/8fQ0AwWLlxALBZj9FCBn/3yFhqNBq9/w+tbKdo3vvGNfPSjH+ULX/gCl156Gdlslptv/h5LlizlzDPPpNk3J598MqtWreIL//0pbii8icGBQR548H62bNnMBz/4QZqsGIa0+Ou3vZe//b8f5pOf+1cuueRistksP/jBD1i2dAUXnH0ZjioHRT3a0TSEjSXB9MMoBRGR1HJeKGwjiYlN1c+hlIvn6WfF82sBjMug7hxCKZ99amMHkff0dkxOXDyyZMKKSJCILKJY2U61fpBcpEDJH8b3HfpiK6m5edKhhbwueS53FDdxsPEwCo8FmVdxYeQ4vjH8RVx3fEJJuCBsz8D1a2zO/ZIdZhLHGWci+aVSNaSApYkyn9tZYzaL2DGtrBBkoktxAybkXmaZGUxh08DBkGH2V6s87t6G644zJ30xM1jCAbmJA/7zhKwUDWcY1x1ntKiBr7Y1hOfX8LwCtjWE49dQqkalvptoaAFSmq3VWftqBSErTbW+nxOj11CRJQ7Y68iVNnBG6t08lv8y+uEz+G3hCyjlopRHOn58UPG39oj3TeF2VK4SVJ8GD52RmBT56XTOemvlGR2kuRMH/+4B//dt3Y7usZTUN9vdCbD9nzgAHslUR/T5KKoH8YO009H3pZRhTs/UOOvyYdzfzOC1Awv42J6vUWscIGTNZEniCjarPYStviDyAvnyFrZEfepOvofIfa92Tedo9LbporQvziHsbIfANDPMiJ9En5rNrh5ba6WBWCuaf+znorWffl+bE7a257Pfa2HaeqXhBcakRZ5ppBmIH98RcTzWdnWeq/u+NJxhDuTa0caJCxpDRnG9idWygmR4HsPFtV3bSxkmE13C4bxecDav3zbTbM79vGPv7nt9qLwW04hoB6glri4J27NJqxmcYp7Mb2vf7ji/h+pIxT+S/zLHx/4RX0HcEmSrO7g28wFO7rcou1Dz4El/Nn0yxn41xtO5r03ol6Dq0K8z11/MhlKBjIzwowNZPOGSLzflt9pVtr5XASFxvApjpQ0YMqzT5MImFp6jlXeUjxAmKyOXURTjhCMxMqqPg3LqVH0mk3jZVRsymQRtsl/dR1pSTOMS/dbiRptCUVI5TBFi4YKlPPjQ77jjjtup1+vE43GOO2411177IebNWxAEGnxWr17Nhz70YX7ykx/ziU98lHA4wllrzuWGN70VKdvjmRCCv//Q/+V7P/gmP/zhzVQqFebOmcf73/9+Tj21yR3nExVpTlh1Kh/+8N/z4x//iE9+8pOEw2FOO+103nPj+4gaISrKx1X1FtVIwysyhsL16ziiSkQkSRghKp5HHYeKN0banEHRz3VUqarWNQDsKzyI79d1xFyYAc66zWk30YRSE1Xm2paIrghWFJqk0ZBhXC8X4AkkQ4mTOVWcwx2lr+G5BV6T+RAb2MLe8qMBa7bPWcl3IxFsUY/h+nVipmaZHi1vpB6UbVtmBtfNoXBJRlfgejWWRy5lnH06jN+rilCE+c5JH+QXe+HXpe/h+tUjpilmpy/A9esBhqmXNUvrJaaZoj+2IpDC8jDNPjy3QMgeCrB6vbqtnVbQzuis1rZrUn/GjXOG+Ift3+6S3mqeV8oIEXuQauMwWly+xkmpG1mbu6nj2NpSsZX8r3nXc9PhTWzK/qjj7FNNWp3t6jbLHGj1/eS+oOc+7WMq/uc6P500CvrvFxvtafFRvUyp5ZfKpk4x977XfYmT+fiiq5gbqXPX4Qh35fbxbO7bKFz6EidzTewqDtcaPMsTHCo+FUxWOr1YUsMcyN3PMTtoHcobbWsf46LU+5kfjvPtw//6kqb7hQi3+Lscd7QV5d6fu49m33RCGJoRFttMdkE5evVl535aF3MELWKvU4OgpryWThWGTpuROps3pC7j83v+pWt/gYk0oi9YA3l55k/YV3mix1hG67qFsMnEVwXUMtONERrw3yz8qNZHeqbypYwzN3kOdVUkIjMdUc/mUUxWZd7A89kf0Mxk2NYAISuFEJIBezkL/MU8Vv85syOncKD6TIu2pHl88APBeY/LUn9LVhR4unAzvl+lL3ECYSOJSZgV6gRO748xP+rzq30Nfp37eNe1t9okwlhmEtersDx1JTn/AIcLjwcL3V7Pu2jdcyEM5qcv4XD5uSA742Nbg5gygm0lcNwyUprErBlU3TF+8ONPMDAwME0/gyEjGMLG8StBGzTfXUjG8XBxvCKmEcfACgTom/NO56JOEDLS1L18a3+UQgiDhOyjqLIBLlFXfurKUBchmnx9Gu9tGQl9Hr+IGYjFN7wiE9OnphELCtQqE46hqzotGQsqXrVak1K6IM8y4oSJ4aMoeyNYRryV+hywZpD1xvH8BkIYmDIcSL+ZeH4VISzSRj9lVcZTLl7wTDTbFTM0X62Hg4mNQ4O6l0MKu7Vo0G0V2DKGj0+EKAVvhIw5REkVu0h8R0fHuOKK1wSR4GZkWy8QXTeLYSQm6SY3bdpIXM3JImUkKHFutF6s5mCRrWwjnDhfc9qgyPpV5rOQ3epBlKphmn0UZI7t5Xs5JXIt183r4/ms4ke57zErfip5Zx/5yjakaA9MphEhYvWx232S18Zfwx51PA9Wvk/dOUznyk+pOh/Z9SDDpfV4Xokj1GgABJPFdNbGJ7juOKX6odZ3zQ7sjhpOtHZaoVnV23Se9ouNHK7NoNo4iMBkfuYVHCg+iesVGEichONXCRtp6k62JSG2NncTc9OXMpPFwUCib3q5fpiHDjfYWbp/wtndnoN52J5FNDTUM2rnuFm6Bp0AnxWyBmi4hWkqTtWEf/9Y7Gidgc5t9AR5rBN9Z4qqt1MxYfuXETt4LHa02DKByWDyNP5yxqt4bFTxlyPfIRIaIFfaSCvSKyyerO0mywFcVSMZWUjNGWdx9EL6/QEiLOQAD3AskT+ByezUuV2Ok37u29Wt/2e15DMbO/WHXxpTqs6J8Rv5wMIZvGfjt1p0GV3bTIgM+36NWv3IeMb2GJhgYfwCtmR/jFK14LlRbexkj1eu+51vvwM1N8fz+RJtrF67T7rog4JzTP/uNBc+UPAP4Xjlnls15QOVajBeXNcj2t90YI1W+lKpGoYMkbbmU7UGAq3f7utRfo0DxcdZlLykVXzQbruLYcS5rn8JB5zVeH6dwdBK5vgLGZXDbMrfSrl+mO3urwCPXW4R02iriAgRwjSigZSTdgDvzH+akDUDFeCH604+gPr47OEO7i7Gsc0kdWcUKePMS52HoyocyD1EcxKW0sb1KsxMnso16ZXcmjM4pB6h9/OuF9tNKIpSHiOVjYFEYjOLMowyBzCNMKnwPIZYyvriTyfQnUxtvu9gGJqUFiQqOE/dK7bUj1yvjNuFQZ2w2BCmFnMP0ogCiY+DUj5VKoETrB0404ggA+dMKZ+EMUDJHw/SwyWixgws2YchJDlXk/dqB7EZbfZxvRK2kcIXdlB1LPADfJtSXuD46fPNtPvJuU5QHSopehqLLoQZOFslbCOB4/va4ZMQErrvTGljY1EULpaMYgiB5zs6RWqEMTCo+FmU8rGEiVJQV2XqqowhTGwjgcTEUVVsmcTEpOxnUSgcrwiGQkqLqqp34eja/ewRsmdTd8YDB1u1/I7pFlvTej6uO47v11mafKXeeEJFj+tXeEo9g2nEEcLi6cavsIRBPDwbEKB8kn4a16sw30qRawgerG+gUtvL7uwd5Cs7sM00M+MnAwaz0xdQqO7BEBa50gbuqD1EgTIzYicylDwjeIDCLMlcBSgO5h8lFpoR3MyXFpwOUHePLifdy4SQpCLzSUQXI2WcV4Uv4NP7voZhxJFGlKQaZH7iXGYkz2C0uI58aROniXMYiB9P50BaaOxjj/9clzPluuP8IvsJGi3PvJPNvDLpu0ujNzLPOGmKlurBpDOKpJSHbSaCwYtWJWv7uJrXqLO67+VTbmi3QNuRtfnaf7U55V6IaactmFzV5PN299v/7Ahdk6am+0vJEnE668ddfpD7AXXnMHUnx5rUu1iWuRaA0eKzrMt9l/2533E4/wjZ0nNU6/vYkPsJDxa/yia5HsNITD52DzPNvtY9uy55Phel/qb1Wyfnm+9XuHHDs9ya//xLcekTTPFc8cd8btcwtfqR0sDNyrrJVD3TXW8kNBgQoja3bDteR0dO3X4W8+Ut3NPqB/3sa/7N7qiz/rs9FqzK3MD89CsnHNfDtga5rv/vOVx4ckrqmYkV4p0T0GByDW8Y+AeECHNd/0c4K/VnNN+RXGk9u3N3MVx4qmN/gWVmEMImGp5HJraMrLuLHbnJkpCuV+Trow+w0jifmaETOFB5igcKX2JD9kdoDrIGTf43xx0jZKVp4wsdGs5wGwscsAPUnUOt6ynXdgYSUPre+H6JsN3H22d8BClM8s4+rohcgGVmutrl+1XKzghpGw46z6OLHSK0xyLB/PQreW3f33FJ6n3IgH7CNPuoOSN4bqELz+24o1Tqh2l4JdJKf98d5Z3aFC6OX0VH/JrVngqF14HXnBglbhcU6ACKQ9UbbcFmfNVUh9D7xI1BTCNG2NCVptrZ18+Wg0OfOUjcGAIEBX+Msp/DU9rRShgDmGhnzTYSLYkqxytjyTC2iGCLGKYMMXnM9znUGA144GxEEAVsRvLqwb1teAXy3mHtRArtbFW9MeqqTI06UZkmHnCe6sWTwKNBWFqtSKCrfKKmwBYRlGoEahAONjYRkUTh4+CQNPrx8TBkmAgxlHJxaXTd+3YvdyqLNM2YQFU12aZ14jQvjs+W/K9IRhdPivBEQzM4XH6O2YnTWZS+jNX2K9ko1rFEnsmyzLWsTlzDOel++uPHUfE8vjJyO1uzP9Vp09gyzk68nZCVIkIS00xxmjibiN3Pgdz9AY7rXp6v/ZZ9hYcZr2wlFl6EYURJqH5MI01//HhKtf1IGSMTP3FSp0xnppFGoIlZ23iSbvM8LTc1NTdX9z5NLUAhbJLhecw1TkYKk77Ycn5TvQ+A/73or1iWvJyD3vOcbqzm8shFgE/IHqKo6kghmZu+NDiiQbG6k3PMixlKnjnhZnq0CTYzREPdJfxNuR8p4zylHua5/M10W9O56GZl1466R6GyuT15qAadUUpQwcDa8fgIk5fLkdPt7tbtndo6yrpfIqqRo5Mb+p9tk69PMD99CXk5ziPeY5gyQjQ0n4sjb2KmTJPzNEan6ehOkhkLNDd3Z397VCk9IcJcHHsHydgyFC6/Kj7DZTOSUxLz7svd/YKqeeenX8mc9MXTbuP5FZ7M3YRpppme0qRzkuneTspoFy2EwAy46aBY2cbmCZX205tojWGTne1uB9IyB/jmquuJT+BM02NXM1rnsaXwGw6WugsSACwjRtlzj7BonnoMHi08wy8K3wTg1H6LqqjSmaYCqUmzA2diSeY1+EHhllI+xdp+XNXNW9q+Po+xymbmmikO1J7RVE3BGDkrdQZ9seUoFIPJNYAkV1rP4szVnJv6K0LW4BQtNjCMZDD2NgHs7XGjXDuEqxRzk+forYUgFZmPEDax8EJ8v4ZhxMiXN/Gvu79DrrwF00gH5PiziIUXsSb1Ht7cdxYPu/fyYOV7pGNLiYUX4rrjDMRP4JLU+zQxbVcXS4QweLJx6wviggvJeMBx1nS+2v9rygwxQbMUncbtkpFrqv005wFFw8tTU2VkQK8jkQip04qmDFH3CtR8F4XSvGrKwQ9wi1KYFL0Rqn4epRwcv4yr6kGK0sPxa9T9ElUvix9gA7ufdYWvGpS8EVy/iqtqSGEFqVAVOJuiY5428fDw8bVEl4jiqprmuvRyjLtj2CKCgalTvb7XipDVKNPwFRFpI2WYqDGAISx8fELSoO6XdKpVCGy0RnyDBkqp1jNkyDB95kzMoE/7EydydeLtdL4/Z6f+nMXJV0x7L6d14k6JXodpZghZfZRr7VWnHigExcpWao0D7Cs8TNkfZbP3ALnGbmqiwhnWcawr3MJXR36Ir1wedH7ThUXz/AaH5F6qjTGG3S14Xol7az8mMoHvplLfje+XcN1xIlaG4+OvpSGquF6O0eIzeF6BWHgWufIWAGxrMHBopmZIT8WO45r0X3BG6t38Sd8HuTr1V5yQvjHgX9P7JaMrWJR+Facl3oJtpnscRTBRzFcpHYY3jDgXWRezJjoH16txvLyAqMzw1oE/xVOQ8QfJVXbwmLeWX5VvY07qfFKRBVw7J8kacQ4HCo8FbVjK22d8hH85ucA55sVTUj5IYbIschFSxlsTQXNi9P0Sh/IPBoNZp9evB0nbGmJu+lJekfoblPI7Jr6JA/GESUiY/OOiD7XIOcFnYvHJS29TTQ4ySKX5R7Ft03pPvqbZx1DyzBfQtsnW7fz+z7GjdcbHalvZkL2Zfbm7yZaeoy+ylJhhMidqUwooEnrZCyHzzcRXsioV44ro6zDNPnZkb+Nj+34Y8Ju9dObjMVetnHabpmOgJQCP7v5OHCsMGWV2/PT2MXGpO4daTthUi4JefGBCWFyQeBcLM1fQ0j+GnuTNrlfir7Y9GBRYdR7DnLBdrmekrVLby12lr095nZPNoEmw3WyPrk6u8a+7b8IM1AsEJpHQHCwzyRyrmTVQAesAzEydh2Ho1GTcnDHl2WqNA/x47OPB9TUxioKyM8JYaT3gs1iczoyUzuyMNbbh4hELa53f7j6xWZ15IyuSr8Yy40RCs7DNNMnoCuanX0kyugLPr/Dd4U9xuPIcxeoehiKCuldkIHESx4VfQSKyKMCDhWi4RZSqE7IyrLAu4t+W/Cn/OP8tzJRpHhjLMVx4koYzQrl2iBmR45EyjuNX2SSe6eCo01f0ivifYskIpep2lN+Y4p1tRtW6TSmX6pRziY1FGI0NbOLams69T78ZD57lqdOtrl+m4eWp+0UkBgmRxpBhZKDJXadCnTK+7wTnNKlRwVeuLkYRejHSjJ76Af4tJJtpzzC+39DzbYA7636/dPGEIUJERAJLRrGCbKEhQ4RlAtOIopSPo2pU/CyeX6MRROoEWrs1JOPU/RIVbzzQ79WVzaaMBOcHQ0BCpIkbFn2mXkiNOYd1K5RHwS/j4RCRWsVBCpOwiOvIskhR8PO4Xg0hTMZK6/lJ9rOAIh0/HhA8U/0ZW3O/6nmvmjbtaP10+RbCVgbHLQdkuYMUKtuxzT5SkQXkqjtxvRJhq5/D+UdpYoPK6aXcVd8GyBbJpMBkKHlmq6S9VN1BqbqDgcQpSGERjywgYc+i1rEqj4YWUG0cRqk6fYmTOFFeyFrvXiwZYWHmygDYanCKdSUlu8zTua/TcMZwAtWFqVaL+fImflr+BCF7iHzsPMIqzrbqvdQawy2AbcTqY7i2gZy5d4rquV6yTT6vSn+ItGVzb+MeqpVx6m6eXZEt7Mnfz+04nFE/lVlGEs+vsTt3TyuaZRpxhmuXsY7nA4Fnm5mhE3jnkjJz5uS459G7p7xPnl9jDjPYYqWpNUaPAnslWpGz/171bhq+4Bd7G12VqBpc29l/3ZNVwxnl7tExjGC1plQjAMR3b/fS8bAZAf3KZEzikQSCe1u39mLTMtElzJUnMMJTL1N07Q+pP9vbju661aRK9f35h/hdooTphag1pi4yUv6xRw7qTh5LwnXzfSLGe/nGof/oob7w4ots9uXuZh/Nd226e3E096iNG534DjjuKHtydwafOiZEIRHK5JT023Gosy73ndY2KzPXc21mJR/b9cmuKKNSDbaKZxkrb0YIm39Z9hH+bfdNVOv7iIUXEbUHqLsFHV1XtS4OPIHJuan38kjpmxxN/yncKQHWk68bZqbOxhCWxg0q0fVsVev72WrqtkRCc4iHZtLwy2TVXjQg3mBX9nbAY7i4lvmpCyC0jP3FxzvGuKCIoqNgo32O9vWcZl5OI+mxyX+QJ0vfa+EBC+WtPGON4fuNjspffQ1KeYz5uznHOJ99xtMsts9lU+W3LLbP5azYHOzkWTxYOMAz+e9Sre8jbM/mC4d/ilI+2fJWCnIvjlfAD4DyyxKXsSn/Cyq1vWwUd3H/oetZkLB50PlNiy8PwFMNxhrbAJ98ZRs5f4NO6wm7VYywR+yj6uQ6sIxTwUh63U+9fcToC5y59rOsJa/Gmp+69vL8GkXXRQozqMaUTF44t6v9feXiqBo1VUApB49GoLzQ5CUUGDKC59fwvTq2kcQmgic86qKAINQRLRRYWISNAUp+oXWqsEwRkyGKfpWGXwxE6CWuX8HxypiGhYlNXZWxZRwTE4cGJiFcql0C9r5qgIKGYWDJGHXVVoxA+QghcKkjhKFT5KqG6ZlEpEXDV7jKp+SNIIVFRKYwMahQJCoSoMBEIqSkrkpYMoKDg+vXiBuDjJNjMHEKpgxxIHe/Ju0H6s6o5tutT62aM20kzlcN4vYsGu44+fIWKvURDYJ0DpGv7kYgSUWXBvJY7UMt8pcxUlzHwtTFrdClwiVb2c7VmQ9xZuov0EzWBkvkmVTdcSJmH0MsJVvaAAhi4UUMRo9DqRoLMq9imTybp9zfUnfyXGxfwkhVCxqH7Rk4uKwr/ZwmOPCIAHMRQkibujPKjtJ9rM3d1NKGVKpOuXaQpJxFqbqjJTVzNGYaKZRSHJc2eFX4Uk60XsWKxBXsyt7OOYl38v5Za9jqHeKu2k9bOD7Nh1Sh4Yzx2f03sTP7G91fqsGe8sMkQw227x7gBOuyKc/rejluy30quIZa12q827onFaVq/Mue57h9v8dvC1+g82Vuk+S2tf2C3oMAjPxI/otddC3tiUrvp9PV5jTp6GMxb8qikrZUWrNatvNap7LexLIjhSd4Jv/tly09Kjg6OMAfmwkRYkH6EkaKz2o4xDTv4LH3raBS34+n4GDNZLjWYGHmVUgZn/BsTTWcvTAd2unvxdEe0zgKNv1OZvoGydgybjolzBldKgeKfbWn+PLwz3umicerW6k3hrHNPiquznREQwv4i5lv4TOLL2Ne6PRJ++j3WDEsDwSR+05G/Bdq3fsfyj/CgfxDrc+dMlWgWG5eQMSeQcMrMluuxpIR8rW9tMfxQD0hupB9xUcZr2/XmqoBk8EbBv6OVOy49jMlTGanL1TPGJEAAQAASURBVMA0+wKt3gEMM8nvSl9nnXsnY6UNrSxF89lxnHF85ZKJLmVG6qyO9nkcyj/IL/JfpFjZzvrSz6k7o6zNfYuvHf4iPyk8QE7oqlEhbF6XegeV+jCl6nY8v0LdOdzCairVYEP2ZkJWH9HwPGqNMR71f8d3s79spfua/ee6eXzlBs6fzuxIGQmiTj5ChDjoPM9S4+wgpd9LWeRI91HRUE1nyiBuzKD5THfCZIRo48BA4dAgLtLB5+nwxyIgSZYYwgYkpgwRkgkiRn9wbANLRFptd/wKLg2qni4GiMgUKWMIISykMKmoAo5ycVvKQoKwsPGUouGXCMsU/WZGR/KEgZAmFW+MijeK51epezkcGjh+mZqXo5U+DvpWS36Z+H6DISuG0RXdE1hS6696Lb5FHx/FuDdOWZUo+9mWA2cLA1NCiBhKKUKGwEMREXbALSgwsdCYau08j1e20iTibsqoKdUgX96CN814Om0kLmIPcih4AeORxVTqhzHNFJ5XakWnHK+A8hvEIwtbBIfPqQeI2IOcIo9nn/lYi/ojHV3EqnSIOY0BnijaKL/BDvUkxcoOGlaRUW8dmjg4zvGhy3k8+1UiobnsLz7OAZ4kGhpkWfhi7qnfFYBM41wavZGtYkdX6D8ZXTEF/5RezYZVnJooUVQj7M/dj5RREpEFSGFRqO7C84rsKt7P5GjD9JaMLuSCGVF+MLyTmiizp/Jwq/jguFiKsisYYSfF6m6EMDg3+Zc8XLwpANN6k8Cp9cYwH1uXxlOKh/Mf7/ptcjVk2wEzzT5cN0/zRe5NnaErzXZkb2MHt9JduNCJf2u+2FawCpQdv01lbeJP/NrvPc3a3Q8v/FxSRvD90lGCx38/9seJrWs/E4noMkqVnT0xbruzd0zR/k46l2OzkDWTWHgmtUaWx3Pj9If6WJQIcbg4h/0yTDQ0SLl2MIAavJio2WSb7l60CT67r8m2hmgE6izNcyvlErJm0nDHp3i2uttXd/K8bu1udua+0vX95LGoTR3UHDs81eDT+76Gr1zeO+ttfODkPcTSDf55d3faWcoobx36IPfXn2Vr7pcd7XhxkeDJPHZt3kjDiHOaOIdf81Dr9708T7Uxgu+XeK7wA2wzraMpXeOb4OrYNaw197Au9139DFZ3I6XFHidPrZFtnV+pGgfzjyOEGUTx2veo1oiSii0lX9I62Ci3Ax8lqXtFlhmnUgjtpdYYbp3f8wpIGWcofjyHCk9jm3Hmx89ha/YXSBnCMOK4bp5fFL+PIW0scyBItXfTOglh87aBd7AsCfccrPO4fy+58paWU24aafpiKxgpPMW59mu5z/0eQkhqjVEWp1/FnuJD+H5FMz/IEFu9h7qKEyZbc3HQ5GZr9ZK+Lr/W2k7L/gVV+qqJ4fSC7Ex737pXpCGmwpoG6WthopSnxeypIUVIpyDxqPtFRDCHmDIcpDCb53KpeTntNCpF2RslbgyA8nU1svKoSf1s+cptVdNqbVKXmp+n6jUd2ua7IQkZCRpeCYXXUmdo3g9bxqh7+QAHCJZI0meGiZseY44dJPMVQggc3wchUH5Q0IFLXETxCGETImnGqfu6KrmkykglScgoRb+C74VwqOMriygxiv44vtS4vooqAD6eWwgWPE0evTi+X0apBtY0Eo7TRuJqTpbOnLfvlwPnQLY6IR7WQrx6gNGe43h5M/3hZTznbw6IZYNbrDzuHx/jjspalPJbq5456Qu0aHvAzG3IMMdF+jHNNLX6IYbix2MaYc61rqZPpRgr6yjcQHw1u8R+hp1NzdvCksw1mEak4wFt22DydK5JryStkqT8flaok1mWuYbTEm/hPOtqLrSvpMlhMxkPMhmYPPG7bGkT/7b7W4yxm6I/HLAvax6aXN3jydEGA8xnXuoCpAxz7ewUqejiHj2vXxqFyw/GPsfvnPtbqQJ97jizUmf1VKAAOC/2VhLRxa1713syaj7seuBugliFsJAyzoLM5QgRZih5OlJGOiJz3cDedht6YegEunjgWEh4j2S/v0jV1HQq/5Ptpeiv9v0eCq3CMHs/d1M7PVNpkB65bXVnhFLtACeFr8JHkWvAbaW1PJn7Ko47SqGyPaBX+ANHMFUT1N1tS+OXcmX6w6Rix7W+648dx69Ou5EbBj7ceod1FKizzQbN8cRXLvtKj01w+Axi4UUTG8FEhysWmkE8NBOUT9qGviV1IrNUMEm3z+f7FaquzzJ/xZSLwV7WhMX0GnvC9mxMGWUqZ9318pw3I8zJgbD3zNR5rKQdIYzYM1gcu5CTwldxVvLdAd5Wt/nm0S/yfOFn6IX1XlRA2r629gvS0Xa/SBlnRfo1zEyeylDydF6d/rCOxhlJTCNCrTHOazIf4uzUXwZtHmJZ+jV4XpliZRsbKrexPHIpQ8nTutru+yUO5O7H98sYMsT2/B2Ah+9XgjnRo1zbSd3JIYSkL3HSJAFzpRx+Wf4d/3f3j3ig8QvK9eEuKEgmtoxCbS+W1cchxjgpcg0nh68hYs9gob+ktRgAGCk8Sa60XnMJTooKN526pgPbdPR6vSM6JVr2RlvbNnnTehW/TZfpihj9SBEiJvuQwkYGEThf1QPheu2o+QE+WymFKSOkjaEJ51IgBKDTk81KYfAwhC4ksIwYAkFFVdspzwnObDP1XA8ir5aRCIoINFl9VKYJEQp6QZ/fpU7B9dhVbVD1xlvH8/wGVUqEiLRgRwYWlhTERBSdPoaQNDGFJCnj2ISo+z4GJi4uMRHBwkABaaMfpTSViY7EwkDyFGLheUgZQwib41LX0CSonq4SflonznMLQeVfPEgr6pXFnNS5WOYASjUoVLbQfjh0RxgyzKuiZ1JXOsLUNFNGiWAzUt+ECoCDxdp+hkvrEEJyXOwKdAWQy7cOfxLHHUPhcjD/KNX6QR737mKtfy++VwlSdZINuZ9QrO4JbqFBXZWIG0OB+Hj3QztkLOeh8Rw5UWCOkeZp707qqkSEMLflP8sd5ZunwVd5wTmawUs5Kd3SVGco1PeTlE3xZINUbDl3N27jd43b2OU8zmK1isH4idx9sE6+so3J1n4QI/ZgAOhsR9PeO+cD/NngRYTMTFBB3DbLHOCzp7ok7FlM/eJ2m0C0VoM6xVtib/5+XpN+P//fvFcG4PF2mrIzhaW1QI2gLL5zMGlP3EKEaKdX7SO2Z7qWpuOrsczpCC3FCwLO9z7Sy02b8uJN933XNwBHqLpu2uSU4fbsL3DdbI9tj80MI8ns9PlH0QaPhjPMRu93PFn+IZ/e82l25du8bEp5XJN8G6aROpazT/nL0d5z/S52VlXqfy9LLCNtWRTKW1vbVt1xTl9+gAUJzcDexonqd6n9TjS5wEa6Fr8AsfB8zg//Sc9raTqEQoSxjTgxcwjXy/ONkWd5/U3z+elvFxFT6Ul7/nD0P7gj/9ke1yw4M/UXmEZ6UvWvwmONvJAFyQu79xBhLou9heNiVzL1mKP40uFH2dHQ2Z254jgsjGDMFXh+ne2le3my/EOG5T6GQqtoTuqulycWnoWUceakzm1Vi1br+wNCdoJ+9NlZup+D+ccZLT3PHaWbcNwxwlY/l8feiOOV+GXu0zxa0MUZDbdA3t9PyBpEyhi1xmGey32P4fwTtOEk3dfQLLZrWwemzC/RcIYZMpdTFxPnEsWB3P0UK9spVLZRqe+hc6wfK23E8xs4zjjriz9lu/8Yo/IgNWeMxxq/4IL4OzCNSHC/O6Ax09LXiAl/d88JGorS+dkMCgY0TUfnsy0mpBcnmoGJlBYlbxRThgnJJO0FvGoVJghhEDLSeMrBx6Wo8gghsI0UpoxiiFDQronXAo5fwxZRwEcpnxDNxZDqwHQbhI0MzYiclDamEcVXLp7fwDQiWDJM1c9TpUzCGKThlzXxL5KyP9aRbtUmhYWBRdVvY/ZdVafseRhCUFUFpICQDLwkX+HhU/az1FUJR1VpKI+wITGFwFUK168EJMW6j0YKT1Oqbg+yQQ77nWdbLBDTMSlM68TFo4s4MflGbDPJYGw1Q0m9ajpQeCwIF0Nf4iSdorRnM5Q8HdPsw1cuZw4oqn73YH84/yj3Fb9KsbIV8NhfeJSGW8B1c/h+RcuI2DNIRhe2BjnQ6TLTSHC8vIDXxK4iEprDnPSFHM4/gpbfspEyimEmiYgU16fOImIPTHoANuZ/wQG5k1PCs3lKPcMy41yGK+t5pPw9lGoE7ONHBvaCfll7aT0moytw3HKrouTS1N/wmthryZW3ka/soNbIckDu4yzjPH6T+zTKb7QcsZA1k9npC7qOGbUHcFSl5TAaRhKl4KrZ2UD6ayw4t40QYVyvxMZckkoLfNyBb5higuoVQVF+g7hlMDvicEL6Rmanzw9K/6Fbb9RDCKujStAInKi206eU014ttvjUjg2nJISNZfZ3yNVMtb96yYTiXwh264/JTLNvEueQ5mSDZM8IcNsEJmem3tPTydKD+QvDmTXN9yqca5xHLDznqLbPldZrLJRqTJpA76r9pmfkfbI1J6xptHSPlfC5651SfG7Pv/Dj3Fe7jnNR6HVs2DGDbF0LvXdiRzU2VSsytJ25iRE2Qbm2h9/mPtmjBT7vmvVhVmauRymHUv0ge7J3AYrt2V9wa/ZjvGfzLWwp38nksU0F/3VfczQ0n08eH6YvtqK1qNXji46s/Dr3cXZkb+3uB2GygU2szX2rx3natid3R6sg5bnyL7BEE64RotY4SMMZxXHH2Jm/kx3ZX7f6CXRl31DiZJaqE+iLraA7m9A0qWE0ysX3y9hmgoHEKZRru/jp+KfwvEKAfQ50K70Ch/OPUHcOtWAtscgCFmRe2Tq+vu7pq/UBMvETW+9LQR1iW+nurv2kjDOQOJVzU+9lSeYqjXPreH6Uclt4P82+8DRbsz8NJnWf53mUcm3nNIVizRRi64i0I3LNDEozOhdgm1uOT3Ou1c+i69fwfSfI0OhtraCKWHbQ0XRaReVxvQqGtGl4eareGJ14ahOblDGDiMxgoYnSNbmyQiCDgoS6Vk4InMaJurlKNah7BRxPR/ZqVCe0RSKFEfAsKiwjjiEsFD6eX0MpF9cr46kGvmp0EVb7ysEPCISFMAkbfXTfZ9EV0VYojODvuEghEFQ9FTikQoctZJiwSBITKWqUKXsePgTtnvhMdT7HilxpPSErheO2ybp72RGXnSYGnt/gQP6h1g3vHETHi+tIZmaTCM9BCgvXHWdB5nJ+vKfOSOFJfekBvqGJkWqyq7teXitCBPIvO7K3AX5PALtpRJkTivH9sa8QslKsUCd1VJHpF+D4+Gspk+O7uTvJV3ZMOIKB75cYd3byGHEGlZZ4mVpCq5dNjxdZlb6OTy2fzec3C27LfQop4wzaES6YAZnQB/nG6A8pVLYx05/DE+IxFC6DyTUsFKcSIsS5fWn+88C3uo45Unii67Pnlflh/tdcXHolhjBb7TkxdQMZleG+/Of49517qdZHA4xXh0MjTJhC0H6iKTx+kvsGucaNJFWK+eIsfl3+ROtX0BOYaq2A2vgP5TcwjRSuVwywQw5Caq6c9gB0rBJLTiAPps89VaXqy2eCRHQpxcqOAD/40pNPH6t1VhGG7dk4XikAdQsKlV3TtlHh8nT5lt6/dVUiH20hyeTj3+fcyVB4FZYRw/HKSGEGkf2pjqUHVI05asMdRrsE1qdrz3TPXFtF4EjPZiQ0F4FBMjyPv5pxCf9nxxc6+lpNkv9bnAhRdHxuLT9IIrqUqDUQRI/aUQrQUcVeleWTK8U7TfG9sW+TiSzWk0gP0tdiZeuE9Gdn2skjEppLrTHaOke1cZDPbAwjhdXqizZFUe97Yxlx3pA5if/I/vqon4SGM8LtxS8Hx9fnTsVXEjbS+Mqh3Bim5oy1Kkbz5S0UZYRD/iNdx+nk/TJkuGuBnQjNYTmn8aDc0rXQ7I6iNu87pOPH0XCKrJEns1to9gDtyE68qg4tzuCeRcw0ueA7rQ4kkDKG75c5O/VedvIsKzmdreJZ8rU9+H5Ft13poyhVD/TJd0w6X7m2k0p9v06t9ZyzJkfZmt//7+t/TDH78o5HiUyYf//JjcwLpYmZgv3VNrdcs7CjETjRCvB8jb/2/QZjY1l+/etfs3Pndnbv3k29Xuef/umfOX71STS8bgdn/frn+cktP2bn7h1EImFOP/0M3vjGG4jFdMQubGSoeTmcOnzn+9/m8ccfpVwuM3fuXK699jpOO+10pAxhihAhbOpC8txza7nllh+zZ88eopEoa9acyevfcB2xmKAgxgiTJCxs6rUqX/7+l3n40QeolMvMm7eAN73urZxy+hqkMMDXDp4hQChNZgyiC6enrf18TtRa72XTRuKkMNnmPqL5XYIISjK6gnT8+I5BwafmF3RJdU0TfC7yVxIzTEKW5vPp5CAaTJ6GlGFMIxU84JVWtdDs9LmtfSbiRYaix7c+FSvbuKfwX63PzRX6LvdxZvnzyFa2Y7dwO3r1rTFiBrnS84RVjJRK8HTpZo518tFEkb0jLvudZ6n7klkRG9NMcXnyvcyIGMyL1PmHM3bxp4NvYH76UrJinGxQBBIK5Dl2ief5ce5Z3CPSZXiMFp/lb7Y/Rq6D62ld4Sc8WPomoFif/yGeamB0pBV12qZ5uydy6DVJQvWApFMoilrjAL/OfZyH8l/k/obGo3QOFKaZDiKE3bi35kqy/fApfL86mbCSZlpv6hSrlHGU8nQEKajOctyxAHz7xxL5MoiG5pO05yIQfxQO3ES7KPpmBluE2Oqo8H/6vep9LWF7oINk+YUVk2TLW1nkL+OS0Ks53b6aE6zLeqR/O03jcZpZgJA1M+BT6jQdfTg9/e5JUIPpre3UHMlCVprPr3gLn1l8AZakA5Mz2QwjyaZ8hc9uhgP5h1hmX8i9a04mbPfiOtPEvBMj5m08am+rNg5ycMJiD7r5+LyOiIMQFm18bZS/nPVOVqWv6zhfg5+O/0cXFUnwS9enJv8b6AK3FQmPWelzpmznRBMYwdjf7vN8aRO2iDJW3sgpoauDdmsnSwiLRGResH0HTMdIck3mg8TD83ADPjUp4xhGkkP5h3ig8N/BwsNidebNvK7vI8xNX4plDnBC+kYN80AQDc1ljfEqpDS5tfhNEhEtri4Cwt92f3ZHvJoOo67K7n5flNLUJa+e0U+uuoPfFb7M/ty9AYZctPBlUkYI27O4OPwn9JqWm6owC2PntaLp7bZAd8St0/yX3YEDKGZr+MplpOExWjdxVCdOVuNLE7K/haPTc4WPrxocPnyQRx55iHA4zOrVqwH9znkdcmQg2LBhAx//+H/Q19/HRz78v3jTm97E008/ySc+8TF830cKO+AdVHzsk/+Xhx9+kOuvv56PfOR/MX/uYj7zmU+z4bktoHwsQlSp8Pzz6/jEJz5Bf38/H/nw3/OuG/+cp556gk984hP4voctY0gM6srlnz/xv7n/wXt54+vfwkc+8r+YPWc2//apf+axp+8n72cRwsChQdmvIwCbMIJejrc3xd+9bdpI3JB9HAnVx2b3bnyVRuGTCS3iPOs0fmc+yqHiU/THj+MDsy7h1oOn8pxzOxel3o9EMDNiMtM/meHKejy/QSOICI2WnkepBoOJUxguPN5xNkFGzKMS0ivaSGiAfHkbStUI2zPIMAtDCF4RezsPNH7GYGjlpJB+rrSe+1lPIrqMk6wreNT7Nr5yidiDnGu/lof4OeXaQQZVmgdqt3QwxYsgcpSb0AOCZHQ5faEl7M7dhWHE+bPBK/h4dfek1bY+//O8faPUbNHuOHcUv0JBvRVI84o/j3HDcJ7vPDPKnuIdrX00L9V9gE8iuhTX65xcp1r5ekFktA0w9f1Se12vGj24nHz8rpRT58uuWhEuhYuaNMEripVtbbqY4LydkbGmWeYAQkgazrAe+ITdipp4wTPQjOBJGWqJTU9lLRmcrigeU3D3vTwmZYiwnWGQRezn3iPvcIxmGMke2pPdlW/TmcDkEGOUncP0fqYmRp+a70OziGnyear1/cxNX0K2tqNLRHzSuUUYQ4YnvVsCE181kAh2e6P0k+LJxq0MJU+ZoJvZy3T7685hGk5v/iSHBqnIAkZ6vKcvxkwjjS1jPJ+X3Jy7j+Hi00G0u7tfhQizNH0ll0ZX884lBe44lOKecprNtbv54qYbCVmpIKLS2qO1/9SFSLrfEtElFCvbW9upQNFgovl+pSOy10kf1Iyc620+veeTR8W1qJ0YOUGaSrdKCpvP7T7cknSa3rHXv89On89oeWPHu6xxv3tydwCCPWJTR7s9oqH5nGW+mrsNXY2s4SuLKFR28rB7LzNCqzGNCNnSJmYnzyQqMuwo3oPrjrc41g66z7OlejtapNxlc/l2wqGZ+L7LKeGredK7k1nhk9hfeYrLIq/jgFXgyfIPcdxsa8I1zQxhK4Pn11uRz8HkGrKV7R3jrui4NyZfGX60K4JmGEl8r9IBz6kgRB/Pqmfo9b41dW23Fn6LZcTxvAIhaybnRm/gkdotHRHYiXi43y8zwLGYFAYNqox7EGIibrn57PvEjUFqqkntJVi5ciVf+tKXAcGTTz7O008/Ta9ru/nmHzB37lz+8q/+CilBitXMH1jCP/7rh3nsscc4++xz8D2HtWufY/3653j/+z/AGWvOIm70c8bx53Lw8D6+8Z2v8IkTP0lYGkg/ys03f4+5c+fy13/9V5hmlLBIEEsn+X///o889thjnH/uK0DAY0/dzzPrnuKDH/wIF5/xKlxcTjv+LEaGP8h3vvtN1px6LjZhnX4V4CuFi4ejmlJnL6Jfp/txb/lRtjUeoD+8jERkLiiffYWH8RRkazvojx9HRs5jU87nn1aG+PMZb+Bb5xfZITdzc/5WQsQ5LnJ5kPfW1gTt2bLJ/Ewr8rO5+BuK1T2ko4sIG+kWXqbWOMBzue/xo+xN3F78MlKYXJU4ZQqsAlTrIwwZMdLRxUTsQeKhmdxX+R7l2kF8v8R9le9Sqe9BC3ivQcpIgLGAZpXY7PQFzE6fz/tmvYHV6ngMI47nlah5OkLZts4VsiJbeo5iZQfR0AJcL89D+f/i+7nfsOX7itFaiGxQyBC2Z3dEM/WqpFjZ2qWYYE8pBUPPQbu533Tb6+om2WP/qR0Cgck1mb8jHlnQtZ80orSLO/QLdXXy3Vybepc+olfAaYHgu8mRhTCCVVfzvEbrXO3PbW46368GfFtGxzG6tUm79//DmSGjRIwM60s//z0cXZCIzO/x/dFX/EbD87iyby6OO5W6wcRjqRZL+tSmOM86i1WhifqaE7ZStZ5KIwoPy0iyV+4lL8a4v/YD+kJLiMuh4D4fTVHO1MoGz+a+NQmK8FJEbj2/wkjxGT6z+/91OHCT7crU+/jssqX8/ckHWLlsmKvmjHNW9AYq9f186cCnWGid0fF+T8QyTW3np/6Sv5r5BiKho8MSakB0+7oNI6l5Mju+a3KZdb87k/tfc1qWesgUaoWHp3NfD/p84rG6zbYGMc0+crVdHfrP0E3HYXWQIWurNkYYEbkAl6QL6GwjjlI1RgpP4eNpoSdpM1bdzLb8bS2nal7qIoQwGC+uxfUK2EaCZGQhAkm1vo+GM8oW9RgLzNNZppbScPP8PPdFNvsPsSih95WGdmIB4vYszg5f3yr8sGSEsJXpaq8M9Dd9v8Ke3N0dhQHa6UWYXdHSRdHzOVReS7N6stOa98vzCoEzKHC8Ei5+ixi2t/2xZCtAKYWnHByvTMXPTfyVgjeMUj4lbxjXrxEzBogYfRhGiJgxEMwZzUh9d6YulyuxY8d2zjvvPKTUeDilPBavXkIm08dTT65lyJ5F0hhi3VPPEY3GuPiMK0kYA9SpUfJHOf/88zlwYB+HDo5Q8z0OjR9gx44drWNKYaDwOefks8hk+njiiSdw/TISg6efWks0GuP807VElkMdISSXXPBKDhw4wOj+w1hC4OITkoKSylHxRvH9OhGjryNbKY4xg3AkipHGAQqVzWQbOzFFCC9Iff66/CMGIisYLjzDErWQA9Ua1669mW+O3Y4hfc61TmHAXMpJcjmGMrg08WdEQnMBzTNlmf0UGvswjSRgsDR1OSBYlLgIgMP5xyk1DgbVMdrmpS/h/MgNXJb4MwwZ4ge52zkl9Vau7/+Hlm6oEGEMI4nr5bm7/nMy5kKOC79CYysaB1orSL3y09EnW8ZRfqNDEkwPJFdFL2Qmy9mcc7mvdgtvGXgvr0y+j5vGfkk9WP0bRpKLUn89acCSMsJfzHwbYXsWCpdyfZjb9g0SNV3e2P/XCGFzQ9876e+gIZhsk7E1L85Ex7V3O2xtzdRee2mplD9ZYLDQPqtrcJHCxjDiraIK00jztiU+f7WiSiQ0V+vTCqPrWIaRREhdkdddQdzBLUdT+7XTufBw3XxX+FkDULuduJeDZ81xRzlYeOIomOxfiKkuQuXmd8eywi7X9vDxPV8IMIS99pu4eu+sDOt8VoyOakWDxQmD2TLDC5soFA13nH21p5jlz2N55FJWcRLD9Q0dEeMXGkXo1R4ROD4vriBDk3TrxUjngmtiGrio6py15ACzTqwQWWYxb2aOuXYclM/c5HkUxTjpiKbGuDT1Aa7JdNKP2ExVyT3XjrO94FJtHJ6ihRMnAf2sNN9vDeyvgZCT3vnud2fqZ2x56koss59VmRuCcX0yDnG69zAZnotABiD9zsWkCCpio4TtoVbFexP64fsl9nhPsypxDULowoux0kbAACGJqiS5yg6ioRnUGqP0x1czkDiVSGgu+woPt85lGHEq9X0Uq3uCSK4gGp7HWGkja3Pf4t7q9/GVi0CSLW1iZ/E++uPHE7b6EWgy3kP5B7m38MVWKv1A7v4uHr+BxCmELE3y3NQgb+IKhQjhejqY0eKIM/u4ILo0CBB4tAvAmv3pdcwz+t74fondcjOqK8MymQ/uj8UsGUUKExmQ905uqyBspIJiCkXFy+IHmqoeLgnZT8bUfG7NeSBqDJI0Bjm4T78P8+ctwjIiSBlG4eL5VebNm8vevbtxfEWFEjv37mTenPlELRNTCBpeEfCZP1/j5Pfv3U+DKgf37gdg7tx5gAQFJhZKwfz5C9i7V8PHXBrs2buLuXPm4coGDg4CiYlk0XxdQLZn7y5SNvTZBr4CU4S0FJkM0U3/c3SLuU6bdo+FmStJRJex0D6LQm0vQtgYRpJiZRu7s79FqTq/q/+EvXI/1fp+6l6BXDnCtfM86pTIhAx2+k8QlRbN6sRiZRuOO0q5fjDAL3hszf0KgcFytbR1Yb7vUqrtD1oiiAYs0WvVIxQqu/CVw6bqnfwk+3lqzggAc1Ln8uaB9wGSfHkjB6rPMC4OUakfngLL5rE/d++klKAQFt8c+W+ezn2dO2o/4/jQ5SRsiSkk48VnaZJXel6Rh8rfnTRg+X6J3xS2ttIllfoe/mnHN7jiqR+xq57nuPR1/LT4E0aKz/Ts94HEqUyebCZySk22ZvXYkcwyB1icubp1zKZqRC9TeByfegM7ygbzmdUBcNbpVNfLgfKDSqMi/7BtD/+63qBabxKwyvbkJG38oELI90uBUyEDypDOazICMLOccE1NMe+Ozy8jMW+nTY8xe3GOw0thnntkkXlt2nHrdT26SKXZ3x4/zW4iYhoTMDpHb0o1KFV3cH/+Czyb+zYP1H5Mqbo3SLEfu2nHJ0w3b5YI2h7inPDrJ4l6v4BW98gATJbVeta9g3rNwJwfB1fRqBvMiBoszrya9wydxUh9UwtO8ox/D1vZzVmpP8M0+3jT4Ie5KvO3vCb9wUnVwT8a/yK3jH8+ON/kaNlg8nT+YtafT1pYNlO+ApOBxKlBlW/3O28a6SNGsgUmm7K34Lij7Kw8gNfS1+zYZhIHXsc5zD5ylU5ydr1okAG/nOvlWJm6hhnREwGfZHQpJ6Xe1DpewyuzpXwnSjmcbVzMCcnriIXng/JZl/s+yehCVlmvwDKTSGGySp7P2eHru8YJzyvRrUQgiVgZTCPKQOIkVkeu0P2jXCL2DDy/xnzjVEwj3DXWa4e+LdvUec3HywtaOO6GM4JhJFicuZpEdCmnJ99GLDyHweSpLTUP1x3njsraoD8nOsFCc3X2cIz35u/HspqR68nt+GNy5AQCAxNDWrgtx1NLb5lGnJjRj4mN7zt6rAmKHXzl4uESMiSWbNJW6TnAoUaVCuN57cRFY/r9NzqinvF4kkKxQNY9hFIepVKRRDzJmJsj540DPoaMEI/rBWqxqDVfC0U9ZiYSGcJGmqRMAgpH+cRiUUolPUb6yqFULBKPx3FVHQ+XCBFcPFIJTX00UhhjrK5IhxoYEixsQiJOQqSJiJDmjDN1tPFYgzfTzvjXJk/HlBHyHMbzG8xKruFLq97HGwf/sfXwVeqH2Zj7GQARs58Z/UWuPH8Xr02cwe5yldHis/wi+1Eq9T2ttCmgBWSDVX7EnkEytozfFr9MwxnDNOKcGr6GlcmrW23xcJkZDrOAEzCNKGOlDbwmeSO+X8b3KxhGklx9F8elJSen3wZAPDSTK2InM5Q4mXJ9GCljGEaShZkru67TMpthcD2gfHD+R3hj33uQMoZtxNmhnuQL+z7J7cWv0B2daJMCN1fPzX7ZkP0B7RdIUa3vo1rfxzO1W9lTe5yQkeRVqb/hgtTfcHXm7+jkJNLVdh2pBUyu6//7DrLP3qnPTpkazaPU9aue5DDpiy3jbOtEFmau6HGUbmfRtgY5O7qQuKl4zLuLpkC3PqLb+rdZ4LAp/wvuLt/UaoeWAWtW3/loDTrZui6BCPqws1qsWQbfLb3TthfOKP/y2MvdXq/HBNCLA2s6E62oa9M2ZW/BkrAgeeFR8L1NZc33SXbQJ0xFDnykI7k0ZecAlmVex61rPsL89CtRqs5D1R+8JPQzuop0esc8bS/AcUzE/AE23JPk7XcP8uVDN7E9+0v+acu/Uaxso3mN48W1bMj+AEc0iNj9vH6By42LJK+dbwQA78ARxcTzSh0Odne0TGDypvQVHCi7IDqH9iZHo0UqvpLSFMShvnKZl76kRSjb6/loE68SpCEnTzid9FDa2n3luQW8Fu5XMCN1FlqLsn1fdpR/xyx/EYnIAqqNMXY6j7S2L1Q2t7IJt5e/zW73KaqNwwwmTyMeWUi2tIn19d9yXOwKqs44Dxa/zhPOr+ikNgpZAxDQeQipweVjpQ2YMoLjV3HxsM0+5ibPoeEVSUYXsrbwfQrlrdjWEIYRC/ozROe7rSOH2u7L/ye7s7/VrRYWUti8pf8UMvYinix8g7g9i8XidEwZDiJ1BiP1TayMX9HR/+1eb/dP93Pn+1WioSEsUxPtGq1FyrFHdH7fVvNy1L0ibgsH3XTIDCxCVPwccdPAMmIo5WpOPASGDOEpB1tCww8CD0EgRaIlrGSLqkafS0tjGWjZR4kUGrLg+XX8QAc1Y2icvxAWvnIwhE5/IxQhwjjoxaQlQ5iY+EBVlaiii22EaL8fOq/nYwiLmIhSo0ZdlfGbz51QGEJQaliUXJc6GoNap05J6Qpbxx0lGpqDjtaGCduzOZoxevp0qqeYb57CQnUclqHlKR4YVrxjcYPTYm9gSeY1vHfOB5idOhtQhGWS6JCDEZP89apDnNynSflAy7GErX4Gk2swjTSGEW0NhI6nifYMGSYeWYhlxHi4+DU25n+GrpaMkff2s7a+h7NSgy2Q+y8KmpNoMLmGyxN/zqzwSdx+qMAqS5NCDhee4Wel31F2DmMaYc5JvJNEZD578vcH0R/dQe1Voe6OoQicNwT98eMYKTzBSOEJzczt5Qjbs0lElwWRLG2WOcBbhj4SyK+MtxwdIWwuSP1Nl0NVqe+mVN3OcOFxHvfuZFU8ySPunTQnsl42J30hX718D2/pv7GVOp7OminliRN1kxPqcP5xvj/yCfbk7+vcCyHsFo5DmyZa/Wnx13z+0BM4fhXV5Wx1HltX1WkG84lpRS+oMq2RiC5hUeqy1j4TMTtTpXFkwFH0P9te/ohc247VUVK47viECJ3ip/nvc2HopEl8Tm072mue7OgmoyumVCU5GhtubOQney3yzl5WZd7IV1e9Yxod02OxyU7xxGez4BzgqUOD+BsPctwFOdKW3dJD7N33iqfy36FY2cHbN/6Gtz//Hf737keD91jbnPSFDE5QEujsX4XL5/d+lDvrv5ywjQwcXB3labiaZmbicUwjyg2Zs1gUvyA4bnuxNfFatZrC0d1bPaYITLOPdHxVawwRwuIUcV6HOoJAyji1xmGycgTXq+G4o+QDhZ5mexLRZQHVxgFypfUIYTJaeh7LiJGJryRmD5FRGVxPE5eXqrsD/VGdPq41Dgb3T2Ntm85/pb6Pcu0gHg5z4msYqW7AdfMUq5oORKHoiy7HNpPBPu2IcSQ0l7nJzspcD9NIM5A4lfnpS1DK5V92fJo9ubt1UV9xLetqtzE7dhoCiZQhPK/BQe956s5UqXJ93Am9S670fDCHKWyhHclO5/+Px5qkvB5WQK+ho69lrZeqGuTdeksn1PUq+MpDYmCJMDVPkXP1+COlfibrXoGGVyAe19mAYrGEpxpYASGyEAblUol4XI8jhgwRT8TJFbOUg6hnWCaJyj7KZX3seDyBi0csoce0bGEEEJRUEUPY2IQpl6vEYvp3pRSpRJpKqUpcxGkEbfaUw3hJV9Kn4mksKSi7Al1rbVJXJQSyi6tOF4npyH678Gkim0S3TevEffXQFwmrKKekUkhpMlp8mu8c/nfeu2ULWTnC5bETuWjIYZk6iaHkmXxo9mnY80MoVzFjXpFsXRGPLCZsz2Zu8hz6IktZIE9G4TMjflLrPI47Sqm6HdcrUaruYjByHPHwPHy/zmsyH+KD8z/Ib089g5TK8O3xn7ducrMiZ4U4m7JqsL/yFE85v6bouprlWNU4kHuAYmUbxcp2Hsx/kWJ1D8qvEbYzhKwZE/AjunR9U87nE/s2ME+exER7XeodvDbxesYabaUF1yvx08LNzE+ez0Wp97cGKaUaPFb5YasqU1vTsVKMF9fy5f3/ymjx6SBK2StiY1Dxxjg8nKAvJFoSHVOZEDb/sez9XJ7+UACkbdOKNB0000hMSqeYZqqLCqZzgB4rrWdP9i4q9U5NyOa/OnppGMnWwDihRYBo4TZWWBdxQ99JHREd2SOqcTSg9ol7vNwO3tFMaC93RG46O/Y+Bz3o/Lz0yx5kuyLASlodBSjtQpUjmWEkeV3yeqwpncOeewXPgT5+vryFbx36KPnyFmb5s7j65J3MjvcSgn+xJiY5dQ23yC/3mRSfa1Df77MgMREDNNmaUchs6Tmq9X3sy92Nfs/0O3yg8AgjxWcn7OVNOIaWo+olpSVEmCsj1/DK5F8wkDglcMS0xcLzuT7zbm7JPcPm3C/ppPGYeG2J6BJuSL+R0BSFV4aRZGbqvAAvZ7AodSnp+Gp8v0a5IwqoVIPf5j5JxRllZuo80vHVQTsNPFwqtb1IGacvcXIwlun2FCvbqDvjNMfSvtgKUtHFOF6ZbGkTNTfHffnPBuTtQYZCSKSwdUwyyLwIESJsz+Cy1N8Gla5L8VWDjaVfs7/0BNX6fppV/Xoh7jNcfDo4N3Q64rX6Ifbk2rylZhDlKdUP4agKS5OvDCqAPcYrWzFkGM+vU/ZHMQ09LlfquxktPh1E+JqRpd7Fe533VgiLWHiRJq9Fc655QbHKH5NFjT6SxlCgU6qCwjbQ7WzqtdIBpxDYRpwwEQatKAmziYUD33db+wlhMnuOjl7u27cXz68FVdIK33fYs3cXc+bOAnykMJgzZw779++l7AyjNVcLNKixe4+usl84bzEKn7lzdPHQ/n37qPg5PL9GTISJSJu9e/cwb97coPU+c+bOZd+BvWSdUTxcXBqkjYEWrm7ZgqUooO4rrQOLQAozuF9TFanpgIYQIWYkpx63pnXikpH5HJI78ZTiVPsqBCaR0BwMLLZkf8aXD36OL21rsDAS57LwKzh7IIeMWRgZi/ASizctLNMXWsLs2GkcLD3NvtzdPJX/Dick/oSUmBgybuI2PCzCDIZWAh5PqsfYkKtRdkwWh5OcZ10RaNW17eHiTeyVO1F4VOqHubvyA1Ymr2ZV5gauTH+Y09PvIpM4HtNI4PsNZqTOImL2YchQD0oPuLV8GyfLlUEHd2MNnnA3sra+h2J1b/tbYVJzsuTcvWxCExwnostIRJcFLNETcVtq0t8TS/wz8RODaKFHtrSJf3o6w0d3ffqoqDWkUPz9qiZ3WydXWymItjVfnnakznXzWEYSFaxOOiVWmkTN7YhlczLWAsMyIPJtMqt3muhY0QM8mf86H931+Q4OO4/JkiK9o3ETsYudZ5lOluQPY73P//I7l0drR1ssMdnZy5ae6yBSbR9PY4ZqzE9fQia+mvNSf0kmfiJz0hdxJKd3RfLVvHNxBdOIIGX8qNK1QhicmH5zR+VmM2LmcU/hC1z2swQHSk8exTUevelMQWTS9+XaTh6ub+Lu5+fz/92xjC8dbnJSvpDoiE/Ynt0SPz92032tVJ3DjSr/a7XLxfblpOx21XO5tpPvj3yKndnfHPEchco2vjv2beoBFhnouj9hq5+GX8KQIQwjxkq1grg5A6X8QLg80oJ2gKJcO0hazuZ869UkowuZlTqLqsozkDwFpRoMmEs5K/nuoLI23MKzNft9rLSRcv0QDbdIOrac2aGTJrx3ggWJ84mGZhANzwsceUEqthQhJE96dwI+rldD+Q2UcnEC3JyUEYSwOT7xutY41yslP5HGxfNrGDJM3RnnYO5hthZ+23JAwlaGsJ1B4ZOv7sbxysTCc4iE5pKILuPE1Bs0zo8mRKb3e6mLw9IkIouIBJWxrndkqpiXyyreGAVvGMcr4nhlfOXQfh+CqBxtjKEhLWzCLYHL/n6HSDBvtCXB9P/zhpazePESHnroYQQWzQrm9eufZXx8nDVrNCbeUy5r1pxBpVJpUZWEZQpQ/O7+e5k9ew5z587Hw2X2wAKWLF7Gww89TIg4UtiUVY2Hn32I8fExzlhzNgBKuZy75kLK5RLPPPM09UCay1dw1/23M2f2PGbOno/rK1zlExY2+r8Ivt+JqextStWIysyUv0/rxF0Tu4qan+fnxYeZbesVseNVAkkLn8H4ifSZYX5S+CGPOuu5bzhNdV0J1fCpbHY4ZcVB/nTwLPrUTBxnHNsa4rj0tfo41JmVPqdVtQp69WKafczy57Ezr1c1+3P3clvu49y4YSNhQ7BmIEQkNKurnb5fYnv2F1Tr+/C8ApX6bjbkbmFj9hYe9e7gAJs5RV7CQPx4lKqTrWyjUNvLrOjJE0DU+mXJVXfx5kU+i8Ucul8gqTte+JyavKE1cCnl4nkVxotrA4JMRbm2H4FkduKMCb06lbPR/X22FSLXN/EnYx89KoJWpRw25+G2g/EJoNvmBn4HjqVbD9YJHFrNqTR5IG8PvH7H/j6+X8X3q0gZCoDlze0MjaPqiFQ0iYA7aSeOhC+CtoPfy/TKtRf32ctvL0e17Etv3TQ6vSYV2xrskfrUiYOie4jTjcuYbyd4VeRqCo19HCkqOert4MPPVylVd3BC8jpek37/EVupVIPn8j8MIiiTf3si/5WXvIL4DYN/x8PnvrslqN5pNVXgpu0+n9v7aYqVHcTCi7DM/glbHc1zKlkYO49kdMWRN+1p7b7+XekmfnMwwY/HPxlE+trWiSec2jSnoI5y6ePa1hAr0q+hOSGXazupNkYZCK8gHp7DWp5gX+4+TTfjjiOFzSnptyNkOHBOq2wv3sMudQDfd6i6OcruCI5fJRqag8JnSCY4Pf5mmtqeSjWC6L6iL7acKxPv5IzoG/H8OrvKDwaYQBGkzxV7S49QqR+m4RYZrqwnGprP8cYl1OqHyJaeRymHan1/kCbV3KIr0q9lIH4Cvl/m2dy38f1KxwJ4aotHliCEScMZ44zkOwiHZmoIEC6GkaRSP0ipspOGM0LdGcdxC1Tqh3G9GsXKNp7NfZdybRegneOJ+rVNE8ImEZlPwy0GxO+S0AssMvrDWCcZsWr9HTb6iBmDSGnjeEWai52QSNCgRknlueOh3/Hbu37H5q0bANi2cRtPPP4Ua9c+04qmvemGt7Bnz24+9/lPsW7dszzwwAN86UtfYsmSJZx55lnoQEaNU04+nVWrVvPVr36V++67l+eef4r//OIn2bJlMze++e24qo6PR80v8sYbbmDn7u18+vP/wfr1z/HIA/fzn//1aZYtXcEZZ65pXctJp5zK8atP5Mv//UUe/d2TbHj+eT77pY+xafMG3vrmd6FQVFUNrwOO5FDHV0fKrIW5LPW3XBCanBVsbaOUmnL5/alV/5enR32StuQbw1+l7hwiEV3GaxOv56HGc/SpmWxzH6FaH8XxSsTCs/jo4jfyrmu24xV9dm9Mk0lV+MQTC7k3fwAfn0NqC6PlDaB8BuLHU6zvp1zbSSQ0F993cf0K8fAc8uVNdE8WAsNIYBlxfOUeewWHjGLIKJYRo1LfrcP0seWMFp+ZdJ6zU+9lTaqfrx3+Visk3zY96MbC8ynX9jDVZBQJzSURmkO2sr1LIqjzPFNHPkQgmdVL7mV6E8JmMHEKUlgcyj/UY//meXVaIWoP4vmN1qDR3F5LozUfsE45IAMhNH5O+d2Dvt4m0BsM/hbCwpDRCVxhbXLZpibjkas7p5v0J/5uYJqp1oTdvpaXI1p3ZBmnF7f9H8oMXQ7vN16AY2oE78suREDoeqz7H42UWZNE+g/Xf4I/n/NPfOaN23j112ZyT/4zXb/Gwou6xgjT7MN1sxzpnZ4svWUQsgZ56+C7+eqBf3nRrZ6TvpiDhSeOalF4tGYaaTyvLXcVDS3grPDr2MATRGWG/aUnaDhaF1TKOBcn3sPjzq2stC7hqaLWrg7bQ4StvoArdDED5lJqlNhffBzbTDAnchpbsj8BFFLGWZS6lO3ZXzCUPBPHr1Ko7kIgWZ68AltF2FK9m77IUkYrG1HKZyB2HPtzmoxbyiimEceUEVaHL+eJ/FcAguesgRA28cgCStW9wWK4mwx7cuGGh20N0XBG6CTIXpK5hp35uzvGSqMVQYyGZrQktqSME7EHqbt5PLeAaaZ14YUIdz33TQnLXvab3/yKgQFNZ9Jp73/F917AHX3p7bN3vTn4S/O4gV7AS2niKy+ga2n3q2Uk6DMSVD2fq994ac9jDgwM8MUvfA2LMA1V5bln1/LDW77Lnj17CIfDnHba6bzpTTeSSc7A9av4TShWtcEPf/h9Hn/8cSqVCnPmzOX1193ImjVnIJDYhKhSQmKy6dn1fOdH32Tnnu1EwlHOWXMub3/Tn0HMD9LWWs4rXx7jlh/+iEcee4BypcTcOfO57ro3cOqpJxEykhhoqhQfDwOLqpel+ZyMjo5yxRVX0Tn3CzQ34dzkOfzt7DX89fp/7tkH0zpxS/uuY0/xITy/0nIolmVex59kjseW8PG9N1Gt76MvcTLZ4noULnPSF/PcFXNYt3uI/3he8srZERKm4qP7nqWuShwuPhOwbduErAFqjcOATyq2kotD11DzvUDouXezMvETyZU3BTQfxzZYDyRO5W19V/G93D1UnBEKlW09j5GILqPaGMPzeqUvBJbZj+OOBs5B72q3gcSpXJt4NV87+Imek0/Ynk0yPK/FTxcLL2JB5Cy2l+4NUqbTs2039WeXZa5l1NlGtvRc1+/z069kf/HRCUz/0A5fK9Lx4xm0lrMt+8tJE6tppPH8So8BQ0+oKBcVAEf1IHcszuaxM4lPHMw6r6PZrs7IYhOfJ0SIOalzOVR8qifp7EtrRlfUcWK7mtZLH7NpUsaD1ORLiWdpksn6HIvSw2R7aR3Mpiauthd+vaaRxvWKTG5b87r19wsyl1P3Sz3kpF64GUaSecnz2JO/r4s37oT0jexxnqRY3TvBWRIMJE6ZoPd6NNZ9LX8MNtGh0M9uu/K0kwpoomkVkjK21Y/jjCOkjWUkcf0Kc5PnUHaHSZpzKHnDDBceC45dpdMhXpA4nz1FTca7La8rQX2/imHEmJE4mQ/OupBl8QYf3radgn+Iw4XHQfmYZpqwnaFY2apJ12WIcm2nxp8FETPbGuK42BU8l/9ha9wRIoxlJpkbP7OlFhS2Z7Myejlrcze1ri0WXoQQsos3ruPKg7Rsg9mpcxkurcNxRzHNPvqiyzBliAO5hzCNRPBMaxyYpmeqMN07qJ24Adrvuh5n//f1P3nZpbcSmQj/csvrAJAyDCrgulMupgzjdqme6BSpEAamjOhMl2oETp6h2Q2UagUMtAlMGcFTDZ1qD/Ddnl/HEDYJmaSq6tS8XMd5/NZ5lPIJGUkUPj4eYWIIJB4eNiYlipoeBQsfj4gIkfNGg/FLP+uWEcXEpuYXicgUBhInSA+HsJFC4AVKDQYGZT8bROIEo6MjXHHFVZhmH/2xFYFqTbMq3WAgeQrDUyjZTAvYmeUvoBA90MF8buDh8IVDN2MZsVZhQcTIkA3E1cerW/nkY+dzz9gIj+W/wp3FECckr+cs60SecDe2ANAXJt9LThRIR5Lcl/8s+fJG7mnRT0yOHjVlsWLmIDm2cFL6BtYVbjlqyoBUQKz7s8Iz2CIK1iAluZ+2ZE375ShWtvYk2gQIWTO4OPYWHnF+xTLrPJ7MfbWzla3JuepkMQRMBVpMhucxS66kEtFFHReFr+djp5a49ulz2Jr9aY8+aJ9FS9/oF3pv+VEagV5gpx0oPdkSju7aW4QwjCiuO06xuoe6k8M00wH5pNZo1CXXDa1S4RZoVp62ZX460rTKb61etRkszLyK3bm7puFwewH0Ea2ws0GbgqSzzztkhYJ2mkaKC+PvBAVZa8cUE/30Np3D1bOdkxw2MelqpzveC3PgjuRc6eiUwETI8ItwEl9aB6LbiZv8m2kkp4hid5tWl+j1nnU6PQbXp87gvtxBDvHSOXGeV2BX9rau74aSZ/CdU1Jc8mSow6lp3iPFWPG5iYeZxtr7ddNZRJkoRTd5n5fOuh02ffwmX2azPRMje01eQS3qvovOe6GUTyQ0i2r9IOCj/CqJmKY/CRFnf/VxcmoH6ejijiN6NDMhYSujq/uEZHfpQSwjjhASX0VJhufSzwLOGyhw2hXj3P3lVXx+j47ggWB24nQKzgGkjJOKLOBw/nGa46oKJt2I3c/zpVtRqkZTsgs0Fmt/6YnWuCCFxUG1sauP5kXWMOxuaX3XnWlocjAKDuQfahWTuW6ekeIzKOUxJ30Bh4vPYBoJ+mIrGC48jpqQFTGM+JSLUilMTBlGIKl7Bf7lluvR0b4QhrBxPI1X9KaUWtNzsBQ2KsC2vrhFpXaw3CD9rXFgTViGxPVrrTR5c3vLiOJ4ZZwJQQjTiAS0IhJXVTsK/aTOECnt4Ll+FSnMYPz1ybo6c2cZGlPneBUI1D0ATKkdNCNA4FXRSgx1r4BnaK43R9XwhdbSLatKy4GLGO2Kdy8Y2z0caqpGSMSJSZuK7yCUQCBoqAqeX++YK9qOqOcWGC481fG9QKF6qM+0bVpMXAgTo6NSJmQNsppVlKp7GS+ubW1Xcg61OiNkpfnW+H08lv8y+oGt8GzuW9w8+gnCKsYbBv4WIWwOyQMUxRiPVH6AaaSJR5Zwfep6itXdrfN1NjMSGiQeWcJoZSPJ6CI2lH5NxJ7B8syfIDCZnb5gSuwAGFybuI639V1FUg1yqLyWw/lH0SzaTlB63p2OOy31Ns5P/kUHzicgm3RzPO7dSb+9lANs7jpL5+Rcqe3lvw98rDXwDSXP5NLUB1u/LxAn88mVgywJnQcIbst/niuf2sa23G2tc3VdgZHs4Nlr6wlqJYrJjqxOJfYoDlD1Fg2K5xUDahdbU76IMG2cW73twAk7kJzRA7OuZA3ukZBdg7tAcF3ydCwzTfM+ZuIntpxofYwjVVz1sua1dNMzTOcQeX6NZ/x7+D/HK0JWihcysR1b6q/tXLb3b088vz87yusSktnJM4/56C+0OKONjextejJrVmB1PxNKeUHq48hVs1M7pd2KH5/c9W88mfvaUbf/hZrC5z83pckWO5U2Ji8yjs56R7FuGPgAV6X/poM7shm9CLf2mbr/j/7da+2v/I7iBW/Cv/QYg/TkLzAp1/bS7YCGkMJkXvSsAJphYRopTpEX0xddyvbCHS0ohCFD2NZQS93FNBKE7RmUq7vZn/sdDWeEhjNK2M6wMHYerlciW9mGI+q8d12Zb/1gAcNVLzhHGlDszt5JtrQOpVwMYSGEJqwWwmzhc/Plja02NLkqlaoHuDmfVZk3AIJKfTeH848SCy8iHtH0T5uyP2K8uFb3vzC7HPlM/ETAIBFdytL0VSxNac7SpsM7lDydijuG6+XxvFIQhWzzzwHEo4t4ReLdUwYaFBAhhhZ71zg0IQxCIoYbZNQmV5N3Vo7rccxX9Q4HbjpXYfrnqek8SmFhG0naUTDNtWZIm0FrqHUcISRNJtL2sZuVqw0sQtq58usIYWIbSRLGAI5X1EobwsAIlBB85aCUp4tsZChwDMtYhpZKDIsEUZFEKUXFG6PojVLwNC+u41cDZ7GG7ztERAKBJES4ywFT+DiqSt0vkZBRTBkiJiKkZAYfl4JfxqFGgxp1KniqjuoxV9jWIJHQnEnBj16FU12/T/ejieTV0YuYmQqqMPC5o/Qtzki+g86JqVDZ2ZLKOc64kLgYotO7BIFSDdblvsMvC99FCJOsv5fh+gYabo5XJt6DZcR4vLqb6zLv59Xpv23dvJA1k5A1SKm6l77QEl6deBunmZdzeuwNJEJzWCWWYphJ5qnVnJx84xSDlscPs9/k29nfsK74YxrOMLY1wFDiVKKh+axMXTNhe5915VvZIdZjGXFC1kzeMPAPxCNLUKrGeHEtOXcv44EOqmmkGUqe2SVj08nLBJCv7uYZ/57W5zlGBseXbCj9Gj3g1bRWoNKKBBMJHxcnX8FQ4mSkjJKMrphSJutYzLYGMWWEWuMwpgwTDQpGWtQQslm44eB5BU0jojx8v4aU4Y5UarvfFB6f2/+FABuiH3TXrzLfapdIa8yJxbHYZALMI5tSdSwZIWa5nCIvOeb9j9V6F2gcK0br90cLoFSjg7aibU0llt6cbC8EwxacL/iveZzpntnJETkvgAL0LqTofs+n6jNdWNHe9li58V6Y8z1SeJKfFH+OaaaPsKWYRMo9O31BzzHMtoZapLDvm/t+bvrTHXz76r3MjJzYsVW3coSQ4dY73HnOqazX/WneP8OIc8NAe1zuZcszf8IlqQ9M2NulSbTbvC7NzeYz15+HUh5ShhmIH8+d+U9RqO+nP3YchpHENlMt+avTotcTsmaQjC7ktMjrSMVXEg3Pa50jX97IpqzOzHhegU3ZH/FM7pu8b/N32N3IsTR9FRfG39mxYFdk4is5QZ2hF6nCJhqa0fWsT+QUbE6mDWeMraU7aT9LirqTpVw72LW9wg1SwPo5Mo0EK43zSUaXUmtkWcVy4iqttw3mipHiM2RL6/Sxg+IM3y+3zi2ETamykzsKX5wiii0QQlL0x3A7+MeU8qh64zRlwia+B1KYhI0MCWOIuDGDNk/gZEm1YzWlPHx8FH6LHqx5LUoppLAoepoaRUqtuNBUrug8b5OUt03LoccGV9UpqzwgsI1EENHzQSkMGcaUEYQQrSyfEAaecql6OSreOFVVCpzJELYRa53HVw3dZr+GlBZlbxyCzEqEOE12BgOLkIhjyxiOrzCwKKkKboBUM7AC3rgGjlckLNNEjEzHHKj72fNrE+T0NBwoEZnHdGPRtE7cZrmBnZUyueoOwvZsFsTPw1cuB8V2mqvcweQaLkz+OZn4KgAeLXyVLdkfd97CrhvRcPPYZhpThHlN/PUo5bCXg+Qr21iX+y6PeI9xX+0WQDGQOJV/XPge/mzWe4jYM9ibv4+d3gj3Fb/K46XvMFxcy635/yIens2piQEMNfWFVuv7GCk80cKImUaE2WIllfo+NmZvmbC1ou4cYl/ubhyvhOOVKLouDbednhwvrqXWOIBppLlh4C+5MnoZ8fC8Kc9fdw51RS9/U/wm79+6A8cda30nRKiVGtQp0vb1bM3+lEP5B7ks8V7+fdHrebGM3JoyJEcj0CNtuIUAhI0G4ap6xwDUpEFpBJqmBOHv7jC7VsRITKoALFa2si73nWC/YPWoeqeZp7KjoVaZbIrhwlNc+cwzPFz70QtyBI/tbC+2EtUIaGX+kGbwZ7P/jkfOfQcnJV7f4/ejd0An92+T5qYJGJ+uf4KI3FFG/Y6+r3urVejJfPoIQpMS4kgLpol0Fsnocsq1Q5wQf+001CiC1/X9PZfG39X17RtSF5GILpnUDw1nrLUw+tzeT3LJf/Xzrl8vaFXx95pkexUuTIzqtL+P8t45f9sR2WtasBDz8vxo/IuTztPZzn5/Bielp66ObN4HISx8v8ZmsZZUbDmZ6FJGyxtIx48nbs9itPQ8EXuQan0/xdp+Gu44T1VuIRaeyXhxLY8Uv4lAUmlVIbe5Nydapb6bYbmPfZXHedy5teu3fnMxTvCMpiLzO35p0i7pccw0+wJMXoXZ6fOJhubScEZIx49v8Yy6XhHfL0+6b32Jk1p8eq6XZ5P3ALYRIxWZz13VHzLMTgQmtjWEwCRkDZCMLqfz2dRAd52CFcIOnMM2l1r3c6wrMP2uaM5ER6y7n0JGhkGrH4mJh4clJKZsVvxP3KfTsZvKmm2SGDISpHCLOhgQRAKb9DKmEcHxSlS9LLaRJCkyKDxMGepwcrSDFZUZpLBpeIUgDW2g1VNEC2PX8Ar4ysUQNkIYSGHiqjquV8H1KghhY8kYIdF8D3xiIonr17GFFiAIyRhSWIAgZKSwjSQSg6jRh92h5CCFiZQ2DSo00AsTfeV6bi75Y7iqgRE8n7rXDBQeIeyAlksgpY1AdvDm6S0ts59kdFGQnZzapvUEdmVv4578Z3C8EhF7gD2lh3HcMfbk7mjd1Gx5Kw9Xvs94QEJ5JC1LXzXw/Ab5+h4eaDxBNDSXPIeZnTybZHQ5i9XxVGqag+00eQnrx12+dOC/uqpEfb+K5xXx/RK+V8H1qtRchRngFNLx46dJrWor13bydO5rNAd5gcmCzOWTQtSeV9BaqPnPBoOoTg82B7v5yfN5oPEM62uH6Qst4WhTFXXnUODsdr5QfmsQaMsPddsjzq38484ftQZoKeNclHr/tOeaamK0zT6NOREmRiA/AwT90cSetZ0tpWp4Xhnfr+O62WCb4NE0klyceA+fP+5vAg3GibJOzb9l6xwvxI48yXc78ko1GCk9h+NVAgqVF85i3tsJfClZ0b0AA/b7YVrv1XcCgafgodEkz5V++qKOP52jrVStAwTcy/Tz8uIcYTHhU2+C3YWZV3FCUuOEprNmW7pThVNJUWlLxVZyunUlhrTZ6T4+JeYPFKNehRGR6/r2s3s+SqV+GDGJysIjEprDlemP4PsVHsp/gZ+M/Udrcu+1Ug/bs/nuSe9jdebNrXZ3Fh50Pg++X+HW0hNd7PGTrrIHBqt97QaPFr7Kf+77fM9tOp1Znd6Ksj93P8XqXsaKz+G6efLlbYyUnmNu8hxOtl+NwqXWOIBSDg1nmHxlR7C/q0nbVQMpo6zKvJ4lmdcwN30pUkZZE2jQqiAdt7ekAeHFytaue3mw9izPeHdjm2lCRopybb9Whgmch/ZY7AYpe8Fwab3GW8kIZxqXIwJtaB0pU5OeXz/gnANB2J5FyppLuTHMeHkT5douDhWfIpM4nuNiV4CQ1BoHSNizOSn9ViwzHTi8Tb5ShZR2h6Ot6Ha0oPf7NZmXtHN7AYy449RUkaqfI+sewlNN4vZmKtVAyjBhI9V1jLCRobcboVOmvvIC3FozNSp1SjWQrHK9MlLYhIwUrl+jTAkVOGSyRT6v0791VcaQNkKYOj0rreD+6LRp2MjolLgQNLwCCIHr1wMd1aBfguBBQ1U0kbCR0VE8pairMiZWkIbW7Y2g58WGV6TJPadQ1KjoaJ1fpynnZWLTwMHEICqiGMLGVy4lbwSFr48oJHW/RN4bQZMPW7plQVo5EVlA08kNWSnqTp6LEn/G6swbe/SxtiOGcyKhuVhGnHylqVDQ/RC4Xi6g+zi6cKvvV3TkzL6KPuYyP3omYZFktTqFYmU7G/wHMEyd1vld9fv8eOzjHXxpjZbj1cLRCEmpuovbqnfzaEEXGXh+veMBODqbl76EGJkpnFARhGh1d2VLzwfyGAbjzk52ZX/D04Wb2ZW9fYp+0Gz1R8KCNUl1e+3fdC4Llc0UKt1YvKiwmZk6b+rjBqXtzU9NBv2Gm6PSGCMRWRCQT7a3azpyE1OEmvyyk8BX/+v7NZ7ncb69d1RXtU7qB6kjGtNGY45sR5rkRY/+9bwCrjvOUOLkgFPu2E1gcnb0jfxh+OfkUUekjsnE5Ndd4fLVA//KBzb8+0vOodY8Q/ffU40Tx5rq7DYp47xp8B+70pOaziI2yZmr+lksjsz3NcWZJnwWXQu/lDWPcwYS1BvDQcX41JHM+/OfY1ClmZ2+oN1m1cD1cj1xro5b4ll6AZx7p+xrjcP8144SvfA3QliT3qXd2d8GY/nE6E4bL6X1HCdbs7ipLRNmIEQ4uB+iK82rJaZKaMx0VadGQ3NRqo5tJpmnlrOVJzoioDr6Y8hwUNBRD/YXSBlmY+5n7MjdzsGi7pvdai1SmNhWPwID329wXEQv0DVOzSYRXUbdyZMrbyEdWUy2uiPAr1Va4yNCBvtIpIwhpdb0dNwcQpjcnv8MdedQEBkrYRpp5qQvZqgDd5ovbWql8WqNgwz68+iPrEApv6Uc8f+T99/xdlzV3T/+3nvK6e02lXvVJUuuki3J3cZgwGBsigHHmE4oD4EkwEPakyc8IQ0SEiCBhJAEEqoxxhDA2GCwcbflLhfZlqxer3R17+l1Zvbvjz0z55x7zy2SZSDf3+LFy1fnzJnZs2fP3muv9Vmfz3+uuYw15nAI7B8tPcYThetptg776eYIQkQ0NUvi3T7RbVB9Otk6YUxdT4jpnK2mV/WLZNwwihRsPoSwiBv9JIw+JJKGVwrPZ8g4FrY/57bPrYH+fkBAOb5CQyepr39lpdUWpGw7Mi23ihDSl+KsIUNMvofrNXBVSzvVuHheC0PG/AIGiReOcz1+Pa+hK1u9gDBZwztcpStWHdUgJaN6rRJ6jXdxaLk1bJnEMuKUVYGWqiOlrjoVQEomcEISZonjr3ceLi4tPJSfJjaJylS7eEJobKDerLaLOHTfawexVPUrmoVJy9EbqvvrN5BXB3o8O22zOnFSWCxOnM9JmSumpPgCE8Ke/uXusRsuVJ8nLmySKslRdyejzaeZF9X4jbHSo+FiUm8e6JpoNGanQytQtUIOnyOlJxlIrSUeWUK5tntWOgm9M2y3q6FKjLk7AMFw9qXY1hDxyBJfs1NXY7UdBA1Wn585j0JZ89npHW7vCXtj5r1cM/jH/OWqP2Zt9h2AXnS0DurMwO1zMh9kae6yaXf0SjVZnorwO0PdmK/2ztcgHlniFyPoe9aOqkfMnqfT20aCSl2nJhLRxWzMfIAAC6X8aqggzed5NX83E0TovLAdo4UHeLD4nyEQOMAkBX3mebXQQX/h1h1JCD5T4Us81Q4V7p2mmm92UzjcUfg8U5/xTDQwyWnbMrP1SgG+MNOL30zVwr851BXHalqX1+Fh57lJEnd+5Elo7ErwLEYL93dVlR+bdfdTQBcR2N7CXfz1jk/P+fntlfupzsF5FsKmL7Ha55aaydoRcCEM7i//F1smvjPpGDVLxqQbyB4WMaG6KuH7UuvCjIfyBcd1laANuKAcUrHFU1K4WodU98/8zHmcZryMlqtxX4aM8Jx3H4eLj4WObDK2FMNI0XKKYeQDIYlHFjOUPA3LTKNUHc+tYsg4leZhEpH5pKOaSN716jzfvJuINUAudZquAI2cSV9iFYYRZ744iarPtAAwkDyVeZmzGUqvpz95Gucm34Eho1hGklNSryMRXYQQJqaZ6er3qN3PkcrTjJWf7OhJVzsrmNjWIA8XvsKh0iN6HlIeI+nzufWgzWULRQhVcdw8SrX0vG2kNIZQaR3Ynxc+71NjhU9n0t/tZzX5mUaNrK+pSvisQOKppu9o4qsoBOdS4AP+K+6YdlY6MHWealF2j+o1wt/YmzJOIyxY0sc5Po2GThfqlKdSjk9MLPCUQ93N+7h65TuzQWlD8LdASsv/TqC8IDUvcHz9W8er+Y5hNzm5p9pp/KiRRggDRzWQGNQ9F1PY2tmUcRIyimXEcGkhCOhH3LCitkWLhEnodGnZMxOlPBpeCZMIUWnSDKL4/vqo26h8qpSWHj9GAlNG/D73qDdHw/eiP3kKnnKYn1hH0ykyUdvBdDajE7c0dzm15hFOZiVnmav4wMI/IN6hsBA87LbX3u0YCUwWZV/GQOpMFmdfGX6Xii3hEEcZMhKU6vuRwuLHlR9NwXBIGfcjTBqcrPFsnZOo9q5jkRFen/1dIjLNKxNvYVX2tWEV0HR2cvYNmEb7JZyobudwcROGkWK09BiDiVOJ2/2syLyKszPvIx5Z0jUxSxnh9cmXhlWbQFcFZmC55Bn81sIhchHJ+f0VzoxqkGIyOuyL+KqOvptsgmEjy18tWcfS3Kt73o9STf71wBf41J42T9EFmQ+zKKN396aZ4U3Zt3NO4lo/CtZ+uWrNURw3z1hpczhhLopt5PLBeUgZCY/T+LkAu+eGEQ7dH52Vou4kJ2ky1YHqiPa8sIiWwOiRctLOiF40ZksrvPjmeWUi1ryO6NDkFPNUCzY9x1fBO/1ZJ8u6gQbRn5V9b4/je7VprmbMgANrnzGcC+KrfEfA8Pvp2MeF52l6nK0T3+vpnGj8TBBJP7Gp6sn9GizOc7UtE9eRLz81y1G6gOhw8eEQtjK9dSyAqtlRHDK9mUZ3NBAEa3JvJHhOnX3aGSFstAqEmEeEXwDnhccrHCbKT4dYMSGiDKTOCseHYaQZq2zh/vJ/4Th5EtFhHxpTCCtbpYxTbYziuVotYX7mPF/7uUXDmWC09HhYaRlIA9aao5xkXMCQudqfozw2WJezPPESX/YrwsGmdrRct8rmwjdJxZfzmsyHMM0+ojLDeGUb+epOSvUD7BRP0nImaLlFKiJPvXkUgfRTenr+X567nN8efCu2mZoURdUOs5BRViYvRUgbx82TS55BKraYonOALx34HH++5yHSsaW0HTGXamOPH9nsfH4BP2qAIQ2yNAF2OeCCDEyG35mYREUKKWwMaRExMj72S+Po2mS77erRdhS3F9NBy3fg9PwgpU2fme1wBPX1tQPk+Tg9fR7LSCAJHKQ67XXQDH8H0neW9PV1hk2TzVtGQuPdXF1BKoUdOkPdUlbC7y+hHSbcjqIJcHzyXSE0/1vBK6CUIkYCmxhJkSQt+zGkpZ85Bg23M1Jphw6pp1xq7gTjzmHqXgFXNX2dVIjJLFFiPtYQLBnDwPI1XjufrTbbSOI4efYV72N1+jVUG3um9H/nE57Wis4BpDA55BV45/ImK9OQjLRxQQKTZGw5QljUmwdJxhZhGKkQ7GkYSVxa5Gu7aKh2UUChspUnit9FCE3Z8erYlRSqzxOLjJCMreDU3Fu5IPNhFmcuISH7EcIinVhFxJrvV2bq3Z9tDSFEFENGuKXyDfbn7+Su1k/ZU7mPl0Vew9LcZfRaFAwjTVQlusCfzdZhPWkIG0812Z+/g7HSozyfv4ndPInj1UjHV4cTkOfV+G7xx3hum+BzhXVBFxYvmzyNl9iX88S44nvFn/JfO2J8v3gD4FKsPsdAdDWXZT7upyIaHVHL9m7ql82f8NKlB4iSpJMnqdMcNx9y9oGgIRrUvPaO/bqj/8p9xf/ockKFsMkl1xCPLPFlzNoOxj8d+u9JE9HUtKpSAZlupyM1+UVv80IFqYygjS808qNTGL05Ao+fa63bTkQF8PzkOn/3O7cqr5W513JB5kMsy172gq/dtsmTsL7XcnOUXe7sWqKTo0rdz3GyUxQ48tM7S6KjWGa1fQlS2kSsQX64/v382+l/0rPfL8z83iRHY+7WHicvLGXb2yaf7/ireae3Tp64429/+7l1O9qJ6AIWqVPDf9vWIH+4aJWfwov5GZCpz7pS3+n3rY6Ar+XcHoUTus0aFyeZZ56M5UfjXbeE40zguprKSAvbj/GSyBvJJU/FMJIa7+RHMean1vOG1EsZSp0BKDxXV6J2EponossYTK1lv9jKjsqd4X3+svglnpm4gXz5KZTS/G7nGS9hIHU6ueQp1BpHuKd1C55X52h9Gy3nKI3WIRqtI+zP34GUMaSMsqvwSxw3z+LUBZycuFwT1wI78z/jltKWruK3wOKRYVZkXskz+RtRXhPDSNN0ShSqOxgvPY5STfYW7qJU30f7ORuYRoap2GL9JIO0cMKnNQksZvSzIDKfqJ/S1Jgr/fuyO0bFHcNTDq7X0pWiol2E0PudnZqK72yHdrS0VBlK+VWm7U2MxrAF19ARNVPGSMsUNTfP5HUgyBL5/9LtD5xEYXVF2oIqVNtIEZVphLCQIoL0vxcdkCopTDIyRVwksGWSiEhgizgGptbM9Z0yx63hqiYl7yhVL0/Ry9NEF0pEZYqoNJlwO9cXhSUTJGUM20iicHXhhEyRkllSIoEUBgoPQ0gSIkXcGCBKnLjQDA+2kUb6fIKgC2nKzVHi0UXEIoOcJJYwk6s2oxM3XtpMxMphYfHQRIytBah1hP4VDkl7AYnoIoazl7DavgTbTId4NMctMFp6DM+rU6of6LhxnVq7vfETPK/GTZXvsSB9Dtf2vYtsZCmvy63g7GwfVfcoCo/fXfSHrDdfxRnx1+EpTd0RseZjyhip2BLKtR3UGvtQOGHV6M3lb7DAW8Zwx8SvAfcmFyTfzT7vySlOgNb1LPqf+zsGM8vh0qM0W4cp1/czmFpLsLMZLz1OoAxgmf3s9TZ3CYEvtE7nx4V/4ZtHPsurYq/k20f/pQvP1lRlNg7E/Z17AIptv8Sgw9uPHxiiThkpk7xr/p906c1qazsgAoOH818NyQEdZ9yXb9E4qzaNhKRY20PDmaDWOKjxI8Li2YnvTlF/EMJgMsatszLV7uD4CVoB2lnWxQAuSrXCVGqAS5uNR+z4rfekM7NTFvR5+z6mOokzR4m6HVVtVyY3ckn8bbRZ1Ge2bRM/5MHKdzjafJ7p7qN3n80WwTI6HG49cRarz3VUTM89AtZ2UqbHuIlOMPG0v4eH8/+O44zTaB3i97Y9x2MTvbE7z/MoBb/g6TfbTmRa+oVEq2cqwOiOmNebE0RCjKCB69X54DNfQalWSNkx07MGRTq+kgNi1Ncz7W2eV2XLxPVdkolCWB1zksbrDkZtTjdeiuOWEEJiGAmEMBgtb+bmykMsZDVReyGdxNqGkSYVX4WnWhRquzlQvN8viqj7sJs6ltXnZ2gk+fIWbi59lbHiY0yUt6DwQu64/ugqQEeJgyKHS1Lv4/eHPxymIw9WH2dr7TZQnq/QYHKo8STmJE4v2xpCSpM95fuYlz6bXOo0zku+y3eAa0iZJB1f4fd1k6i9EK0/LehPnsyy3Kux/erWAFsdtReAMEF5VOp7idkLwgrYpqow2hqn7k4gZQQzwHwhGbDm0yl5pelbBLaRxjISmEYMYw5V253PvTMq6KkGNfdo1xFSmCRlPxEjo+dHYYIQHG0dprfCSnuza8o4poxq4mJhYssEgVpD0y1i+CofDbdIXZUxhJbdCzBoqoME3FMtCl6JjCWw0ThHhyZVL48QEikjxEgQNbLEZIaYzPgccx4NVcZAR+JanqLZQaKvlEPLqzHhTuhiCvT3jmpQUzUcpXDcKg1VwVMKVylMDMoqT949iiFM4sQxhMXy7KsBwZLURVQbozRaEwgk4+50pMzaZllBFZX6TrZYd6FGL8TCpFTd1nVEob6LhfH1LPdW8pj3S6JWX4cToCuaMomTMWSEWnOUNvO+Gx5XrG7VTMxCcKj0CLusc4kYgsXyDP7fyj7uPwqPe7/kldHXAC/n0eZ1uF6dDfE3sVs8MwXoD5pS5BHvho7cte+ZC8kT7m0UKs/TyUKuI3pRNibfyqbS18Jojq5IDSg2yhwu6siFwGQwvZ7DxU0IEeHsxDUYGBzhYQQmK3Ov5fnybbhuESGi3Nd8yk8ltlOMnvL4wfh2+lNnMFF9fpJElj6mUHmGKx/ei+dVMIwUz9UmaDndaed4ZIR666ivz9drt26EDklwDU36W/d3ql7XfU4ZBb6WYCdDe9A+w0j6wNLOCIRehM9LvosGDR4qfBmdSi0QEGAqpXXh3Gmr4XqZ1u+cq0rHZJv9d7MtwDN/30ui7OtHv+uH7zv1Z7uP6T6vrlAtOGNTjg/+HXyWS57ByyKv4ftHP8NkpYhebe9+ftPf2+wqFb3pHDqtPWaaHcfPrCSwfeJHfLnw857P6URKZZ04e7F1bmc692yRXf25lHGksLt0Tdu/1xuLppPnnlKAEXTD6JaWuuu10E697kDkJLZVbqOt7tI7atjdBp0ym59az8HiJq3Lq5o8Vt/LAbUFDY2Ihulpxxln98RPGbUXko0t51BzlOC98twq9eaED/vw2fv9cayhF1FsM4UlY6AcDDNNs3UUcDFkmgWpjewv3ItSLfoYYZ9MsCiygcNGiqPlp9jU+G8OFDcSVChqtgQD2+qn1jyC8po4bp2G041Z1NQw2mnN17Q6wQN8E9AYuFRsMaVam9rJcU0iVl+4bqXVYIjp0qS97cIs08ziOHlqzVEf0ya6VBg8r0mTFkf/5EeoUoPZtU9ePBOpCPP+9s0kRYZ5McXBWoqiG3Ci6flBq0i0NwGOXxGsM1UudbfgR+FUWCwRVFN7XsOv/wTHbfpRORNTRGj4xTYCSb6pKHsBibMTRuuiIoUtJRWngiVjWESIG/0EaegmTZrUSJD0cXLdBSRxkaEiJvz5TnPRGVg0aGDIKFGRwsEhLm1anuawk8LAwNYVuXgMeAvZjmT7xA/DPmg6cSbs8Un4y26bNQySS55B3OhnJ08wVnl2yve1xj52O2V2i7unrW4rVLYSTEhnZd/LE+Xvd3HwXJh4B4ujSe6uPYfjlri1fguXxV7NttY9fH3HG9jsbSFf2cp3K1tRyiGbWEO+vIWnnNuoNEa7rhWx5tN08ijVYFXyFTxTaHdIUOVarO7QZeVWhmJ1K6CJH4eN06lS5uTM67BUxNfD8wn7jLRPwyH9iiRCAKtSdTaVvxnuAAwzzSJvCbt9eR+l6uzI3+K3oj0pHircw6h4mKv6PsoPqzt8PcEifal1vCr6Gn5S/T6FipZ00aDfKKNyz5Sijd9Z8E52lxxuOPopek/qvRaDINKYJmJlNBaleXiSI9KxSPmM7bqCSzu4gdZgvdlZOaNZ1V2vysO17/lSK9pS8eWUqjtQXtmPwh2bFqRhJEhEFoROe7dWY9eR/g7aYzKX3fGYYaR5c9/v8v38v3dFEWY3l1J1e7hw9XaMOpynSVqUk4+fvAjPs9YwFJt+wTxem7UCWERmLRARIsrq7GvJewcoNfZTre+dEs3tdeXjddDnascqozaz9Rq7L8yxuyDzYR6ufm8OvIhzZwPwqOnFX3UWsOi/g01cm3es4wo9dKOX566grgocyN/V9c2OiZvoS62l0RojoP5QyiFqD3VAPTqtLd1ligiLM5ewe+JWhLB5sngjSjUxjSwRM0OteQTb7Av7xPHqHK08SxjZFpJ56bM5VLgXUJyUewMVdZQDhfv181Z18OpU6nuptyYwzDRKOQylN1Cs70UIiUfLDzAonih+F9OI83z5Nj1HKY9KfSf7pYnXgafS9B/Nrjmoe1PaHUm1zAQpc5ix4mNIGePlyfdz/lCczx64gWJ1u3+PoyxMnc2wWsXDletZmlhH3B7EiI6QL28hk1hJ3Cchztd243p1lGqGZPvdGyxfErE09dn+qk2VdGVpyhY0PZBC4+KiJCm5hxHCJCrSVHwOtrgxQIsGLbfMk08+xj333M3zzz/P0aNHSSZTrFixgje/6VqGRwa1I6YM/vKv/pxnnnlmyrXPP+8iPvr7f4TCo4HG/rWaiu9c/20eeOA+KpUKSxYt5e1vegdrzjodEJhCUlctPFyeeOIxvvXdr7Fr93aisRgbN57NNddcSybVT4wEUggsKZiotbjuO99k06YHwnNefdVb2bDhHKLSpODmiSiLBrqQxBQRBAIDHUHcK54meD+lTDKUWseR8hM8lb9uxjlrVicubS1EINnbQZQ72WYXFm9PamdE5/NMLR46cbn4Ck5Opbgu/wMq9UOAy1jpUb5VepSovZAba59HeU2GMhs5UtqMUs0wghc4OIFlEidjG0nGK1U81yGitHhuOr66Y+GPsy59LU+Uvkex2o4+mSLCIe9Zjpaf4dT0G1hhzGNHx+9sMz3FyQnL0ZWH4+aJGguJRYapNfZxe+FzXWmv6arBlKoTNyVRuz8UTHbcGlcvcfnJM8F19CTR9Kq+8HKwi9aAzZ2lFnc2p6M3md6C9Fqlvl9XDvm7P9Ps02XcXj0EloqOEHWgY6uU61cD6hJw4ZflO24egUnTyXcBv0vVHYCLZQ7QciamHTchP9Okgeu6RYrVSrgQd4ttq/C3bbHoE2OuW+LmyvdoOUWOdZHu/fL1jmS1tUQ1dmQ6Zylw9p6d+C7Pzlas+CLY7BW+gt8Z/gOuHK5z1eObqDVHGc6+hH3522f53YtvJx6v1m1BNdsx/84f86cnc+wVZ7Anfzzk1tOZ6siATDYvrAZMx1ezxD6bJ/Pf6OHsCgZSZ3KSWsPPS1/ueY18ZWv7rF4VKZMsiJ/JDt+JS0SX+c58t9bt/uIDLE+/nCW5V7I7fztCmBgyjmnEqbeOAh7zk+vYk78DzVVZDR0uw0j7RQYWUibwvDK7y/f4zk3HOPXlAV23SjZxEuX6AQq13UhpkooMkxADpOIrqdT343llXCERwiQRmUfLLaI8Z1IWSpCMLaJc3Rl+0sllGvStEBFMI0fLGaNc28vi7NlY2RgH8ndxe+W/eHZsA5XGKIaRpOUWscx+Mszj9EQfD5abvnyl5JTc1WRyI4xWn6BY3YXnVTCNDG3tbz2ntEnYtdB8L+f812WWjFN2FAVvInQ6PakhREHa1zKSuJ5WSlA+jcptt91GuVziVa96FSMjS6gU6/zgRzfwp//3D/jEJ/6a5cu1cgfA/PkL+PCHPqYLHoREKUUqlfKrQj1aqoopY3z6s3/Ozp3bedu172FoaB533flLPvmZT/CHf/inrD/zHKqqQowEjz79EH/xt3/KORvO562/9S4OHd3Ldd/5Jgf2HuBv/vyzCAmWFDRdxT989u/YuXM777r2/fQN9XH3nXfwqX/4JH/8h3/G+WdejOeTAUdFBJcWSRmn5FWIEUcgqXVUfmu6MZfTU29iQhxg98RPp+3XWZ24/aUHNQP0CVoUv3nki74QubZy4yD3lHeRLz9NMrY8jJZlEifzu/PfzN/s/HsUDqOF+0nGVlCp7Z5xIq61xnHdIvMy51EXFZ9GQ18vFV/FWuvVnJ/Lsrnk0V6MBSvEBooyzxHvUbaUfsj++HIGI2vCSF2jNc5kmg8holyQfj9PubeTLz+NZSZ4Z/81fPXw16k2Zm5np7ldUClBsbqVtz19A+WOsmItMB04RO1dtFINbjz6qa7zRe2F1P1Uw0ymVJNm67AmRxYmpdo+Ws4YjjOBTklYoSMhhR1WSjlu0A+eDzT1J1C32lWZprzJESIXIWycripjg7Z8lwp/O0NvTXF/Aqeyfd25L9S2NYTjVqeJ6AWmeqbsT7R1t0FN7ywdQ/Vj92Lc6fy/cJsuqiUwWJaCP3jukE7zqzr78nfQy3HV4/rFib6l4qtYFNnAlonr/E8CAusXr0p5NrLz6UwacV6f/RD/cegLc9gUd5sQUVDOLBHZ6aESARbUNGIklcanJePLaLQKHTALxXhlK7cb+6bdzE9+jp5X9jed2hy3hpBRVAcFhRBRHLfAocaTLIysJR5ZgFJavq/llP3NZJXdEz8nFV+O49aoNQ6Gv/e8Ousz7+TJyo/D+bEzihn0DcpjIHUWA+ZKDrW2ELVz1JsTNBqj1BuHGDeeY3n65eTNPo4UH8F1S0TtBdSaR5Eyim1mOzIOgvmZCzhcetzHpnXycLbXlKBgreXUGUqfQ93Js7+1mZXmeVQSRyhWtrG/+ACOW8AwUiiviWn18Wz5Fgqcxfvm/z5fPfxlHLfKM/kbMQzNXZZNaNmuamMfEWsQKU0GY6d0FQzpZ6s3+b8p1nRLNNFznCblNf30qcDx6rRUGdtIMWD1U3FbuF6diJHig7/9Mexkm9YqYuRYe8aZfPB338OPfvQ9PvKR3yfA00UiEVatOgnXrRM1MrSUVlKwRQJHNFGex8OPbuLJJzfzkY98jHPOPp+00cf6U8/m4OF9fOMb/8XZZ2romIvH177174yMLOJPP/L/qIgKK93FZLIpPv3pT3H7/bdw/vkXEXETPPLYgzz55OP8ycf+nDPPPgsTm9NPXcvBw/v5xje+yvlnXowAaqpJVNhkZYqGpx3VKiUUimrjMBFrPi23jOeVOVLajJto0GcuZ6bnOCtPnOOMz3GSnVkbMTyfX5EStRciZZKYPcBiFmAamTASBbrEdmfJ7cK0lWs7yCTXkI6vZjj7UtLx1V20HsXKNqp+etUUUSxlYxpR6k2taVeu7uQ5dT8Hq+2y6EAntCDHOUUuQcoYrlthvLSZHflbMI0Mfal1XcUOIWFkbAk7xOMUys9y7eD/IWUv4LL5Td6Yfdu099+LN+/bR/6Gcm27HxnTwFPdF+0XMmbP81OEnS+pLs3ujPgJYfP/lr3Xrzidm9UaY0yUt9Dy8RwiTHW0d7P6ubULU/wWoJ2NVlhhNpspnycnMF39NrO6xmQzjLTPWxewfuc7v+0B/J/+BXhJ/O2ck3rnpCrbF9temBNx/NGkE8sHN107FA6fPXgnTxWu94XLmfa67blF8xlqdYET1D7l0ecNdlSMvzgO3HTKEJ1HzFak4Lolflz8yjE7cKDxrcc2JqZWFIPUklaFfwbgYvsNLE12VwN7XvkY4QTd1nKLJKPDXZ9povEFNJ0SO8p3UGseodrYQ8ut6mian740jRQLImt5aeza8LemkaU/eRqWstkYv9rfTMb9O9RzQC65hnRiFQiTYeN0thZuxvUaLIpsoC+xCtsaRBpxHLfAtvyPqLbGsK0BTDNHKjpMxMrgumXfgWtXWRbre8kmVk6KcOrIUSAp1RmRfUX05QxETiJffoottVu52H4ttjXgOzGKdGwptjWAwCBm62jckbqDUp7WdFWu347DLDbOoukUkDLC1X2/jWnEuNDaiEJ1rZczy9z9OswPPuCT56s2YXFAb6JpNxRVL49SioSIkcv00fneNtwJzKjLggULGR+foK2woXGBjltG4dJQFa2uISyaqhxKfz300APE43E2rN8IKFzl4YgWl73kcvYf2MuOvc9QUQUOju9j+47nufDCi/CEIFAxOuOMM+nr6+fBB+/XmDtVYdND95GIJ1i34Swct4ZDC1tEufTiy9h3YC+79u0iI3MkZYQ+W9+Nr+GARQxTmdhWikZrlMUZrZ/seVXNkFH4KTPNWyewNNANd0JC2MTsBT3Cy4IVuddyoPqIj5MwGC9t5mfmHp+Bu21Hig9xfXU7hhHHcYKIhKRY3YVpxDnZehmmdSoPV9s6rToKo88TFzmeyF/PZEHocuMgR2RTg+xFlJemP8heuZtd1fvY6tzSFQ1Rqsn81EVUnCNdbUvElhC3Bjhc3BRGaG5r3k6leZhN4xEeaPbmfTKNLN9Z97/44vN17ij8Y9hq08wxlDyNqjNOqbZnyk43ai/k26dfze8//yS7Jm7u6k/olnpRqsmn991AvTk3GKtp9nFe/BqOyCM8PfGtGY6cHczefYxBp4xXt7XP43kVPB8j1wZFTz/5CBHFdUs94nGBTf9NL/t54bM+LcIL06L1W8eLGeWZeyvMMH00uS9Ns0+D3I8zYjTTNTuvlRXDHDaSPRb96frIpS+2ElN1bEheIH6tXNvOPbVABmpypOREma7cTkSXdqQKJ9tcnGc1Jwepd5+ojv/Ojcpm6nlF1y9uKf5LCNLGR+4o2vxhc2tfN/RAKYeFkbWUajvD8VesPoeumk9yUvrVHHaeo1jfp7Fnql3E47h5ni/czJH4SkJ5QiEp1PbwiNhHyyn6m87g7vXvJspbyCROQqkGTxT0elCqbmNLdQfgMZQ+m/HqNoLNaK15BNetYJk5Gk4R19WbTtPsI2JmqNR3ATp12l7fBLbVHxZKhBqxHc77DwrfpOkU/N/u4Rb33ztwbJoAXwiTXHwlxfpetlVvY4+VIRNbTMurYVv9LEleyLaJHxBREZ1qbhb4SfUnVOoHOWXE8OWlvLBNhox2caL9+i3ItLQrRjs/B6i5R6l1bDJ0vmxyQY6iWCywd+9uzj//gvAcCpcDB/bx/ve/n1qtxuDgIBdddBFXXnklpmmFv923bx/Dw8NIQ5NGe3hERZSRRUsB2LN3D2sWnc4ze/XavnjREupU/VbqIMuSRcvYv+8gKZmg7tns2buLxSNL8UQLFMSJI4RgeLFmkti/bzcrFi2j6jlIx6ThuUgECRIoFLaUDEbWUKruYLV3CirnhSnUmSq+gxa9ILOtIZbnrvQjGQrbGtJAS9UiFhmZFBVRREl2VFfq8L/rljHN7JRzn5q8kvcMfQjQi7eUMWL2IOnoCFtav+CR2vfJxpdN+Z1hpNlVumtKOkpLo8S4v3UT4LIgczZXDic5zz5FlwX32AWP156nXO+WvKg1j3RRrYBmgS/XtvNX2/+SbRNTNShT8VW8c+jDnDEwzop4kiCKBQa2keIS6yKuTr+BNekrp/y26eT5v9sOsKfQBhMHEcReVqzuZFn2FV0SRFNNIESUhckNnN2Xpky7NLwtVN1N3jy96eGdiC71f2NoQs6OSsrZfitCJvFZjlZtYsi520zHq5As9oVbD5wbQcR3rn15vNaWRrp64A9JTuKPCux3Fn6Y/uRpJ/zqk/FTtooRtXLHdI4DxU08VfrBNOd8oRaQpJ5o2TR93nrrKLNXCM9mM6u3QNAn0x8XseYxkDqT3oTLwb3LGSLPgsXZV+J5lQ5HP9goutPOOd3tC641Ke2vPLYWbu65gVB4HHKeYbyylVZr3K+m7awAFHhe1cdD689dt0zLmdAcn0KGxPCg14CTcm/CNNIUqzsAybz0hkk0O8pPnVbDVhgyimEkcL06xerzfspyHkPJ01DKwzBSPe+6OYUyQ4Tzn5B2l/bmvMy5DCRO8fFqnlYc8Zp4bpXDpccxjShNp0ixuhNXOXjKwXHL7CrdBUgeKn2NevMgAu24CSF5asINK1QBTBkjJlI+R9tvmnWOi+koivRzzDuHqLt5X3rM1uTEyuArX/kqSimuvOIN4TlWr17N2972Nj72sT/iox/9KCeffDI33ngjX/jCF2ivt1Aul0kkkijVjpZKIJVM+9+XkELQrGg/JZFM4XgNXK+BISMopUgmk5TLJcpelboqUSoViSViKOUSM3LhdqovqZWOxoqHKXkF0qZeDwwh0bXDmubFUzDW2Ipt9dNvR8iqeX5PzM47eUxOXEiuG/L6wMrkpaxRJ2MYSWxriNMSr0VgUm8eJGYPTEmVPT3xrZ7OUoCFCyxqL2RUbef+6i5AL96eV6ZS38lY6TFqjSMMxU9jJeuZPKF5XrNnKFlgUq7upFjRANV+lhA3FGcPCJanXoaUSVLxVboqyppPPLKEamMfjlsGDD91K0hEFvgyVXNVBRBYRoKhmOSn++bxcG0vhpH22csNXK/BgrjBGTlYooan/NrzqjyVv64bM6WCykt9ftsawjSyPg8S/O3y03xSzOlMolSd8cZ2Prv3iz2Bk90O0+yOU7Wx308vuDhufhrB+F5mhPfWa5ESmJh+RdaJNc2dJmWya0zPdnynBdyD01lYmXpczudcTej/iSgRax4/qVzfBbgGwkX9i/v+nrHSY8d9nbkRICsez/9nFzyi8zvo5OxrO1WeV54WbzXZjo+IWUdMjv/3vdqgx+lclBFmt5m42Lqu3MOZ0u1otA4xVno03JQEahjBGNHmTnGk2ptoxaHK47Sjep1Or/Dn86njQL8DBhdmfo9QdmvSvWilF3uqAykkL0u+D8etaecx3PxpB0dHyrvPJY04A6m1mEYKKeMYMs5Y+SmClKYUNjlvEE81SUSHdWW77Pc3N+0Nj0IxlD4zJKhvtg77Gq3BPbjYVop8TUfeXLc0w1ykoRwCk1zydE7Pvl1HJn1MnuWvheOVbUx0SGeZRjzk0FyQ3sjrUm9iYfocpLQpVJ+nXNuN5zX8NdJFeZpCQ+FypPgQnlfnQecJnwnAp9nwapTdseMqsvlV2WQC+bYFzlUQtVf+mt7CUy2+9e1v8PDDD/G+3/4dVoyc7N+y5M1vvprLXnkFa9acxFlnncX73vc+Xvva1/Lwww/z3HNb6RxD2rfV12hSp6oaVL18eP26alL3OmBDQuCphqauETJUYrCJEBea/sMUJqaMaY1Z6rSUi/SdaA8HhUfdVbhKO14RbOLSokqVFi7F6vM0W4f5ztF/ZEfzPgBGspf4rBDTw32OyYlz/JTn2tTVmEaWkeyl7G8+zgPurT52rsku92F/B6UoVHeQiM6OzeqcUKSMY1tDWkC6+jxV0WtS1/xze/I/55Ha94lFuh0fpeo9HUXbGgBh+hORwVP56/j9577Kp/ffx+lyFYsyF3K+9TreNvhhXp54B0PxU9GTgseS3Ct4Q+qNGEaKYnXrJJxgL2euPQFKmWCivIWJhmJ/VTBfDXJK6nW8Kf0aUB4b41dzWtbl7P4iLeWGE0qnSSMeTpymkfUjV20Hq+Xk6U+ezD+vuoL1mbdz9oLDHZIevdqnB/Bl8auZC1C+7az03tlpB9+m80VptEZ7HDnVEdIvho7gBffTxvoFfHLljuhCj3P4OMW5WkCtgPJ47/yP8idLPxJef3qnbOrid2rqdZyf+V9zvOqJjgIFpiMlq7JXcP3ad1Gp70fhMJx9KVk/6qZ8/UK9+z9eZ+NYKEBmvka7au7YF5lkbAVfO+OjvpSfttmlvvSiEfBQnYhiCvki4yj1+95rzEwdh5bZ3/NY5dVDbq2ZdvSdm+jJZLztzVggmzd5HOhogRAGpyUzzLSsOM44hqE3y2EbVZNt8hnqrYkO59Rvs1cPN3id77fn1clXd+KpJkOpszCNqF8wp+eOljPGpsK/4rpFDBnB85psn7iJSv0gQlhE7YWsyL2WZGwpo4UHyMVXEMhXLUleyEjq3HC+E0gWxNfpNmCwMvXynuNNCItETMszLrROJ6oCR1cSiwxyZuwNCGHjenUarVFMIwVIpDCxjDgKl4PFTfx36bscKN4fFnWsyr6WCzIfJJDiE9LGMJJkEmsAwarsa/nAvDN9ouGg7+e6IfhVmqZ+MrsIhaeLFAap++Bvbd/97vXcfPNPePvb38EFF51DgypCBnRVokPsXp/3oos0rnPbtvaGMplMUS6X0SlnG0+51N0JymXtayQScRpeCTuhr1uvtHxqGYnr1nWVbblEIpmkogoIBJlUlkKpQMst4+JiYmMJg1JJF1WmUzkyMocU4CqFEAJDCKqeg6taNL0KAUG6Ug7Nlv7dkcrTmEaSK7IfnbZX5+TEWeYAEWu+Fi5WdR7L/xcAB4r3U20cCVnfXa/uExPqidl1i100IAKTVbmrmGkxOyN9DWckXofCodE61EV8F55H2JhmH0JEqDdH54z/arQOEY8s4L3zf5elucswzSyu1yQmMux0j7C/+ACHxBGeqR0lahjsLz2I3hU02V98gG+O/UvXjluICLnkGT13FAKD5bnLScZWYEhNmnlj6ad8afR6bi18nqI4wnX576FweLz5E/5l1xgf2lznttKXaPmlxq/K/gHvX/hnSJkkHplHPLIAgcn7Fvwu61PdAHClmhwpPcm2sklERfj9+waZqAQl8dM9ZsVNxf/sqhbuvoe2TM/65FtYnnvNtH0btXJkEyunnF8/p/aEZ5qZKc5Wu9gheGmNECejWcfjKOV2RB6nLmIKZ444r0APsqHTEUaSb41/k386eD3BuD2WNN5z1Z+TZG6p4BeXGNZgZ+kO/nT7XoJ+bHplTW6K8ElCp8NmzT3lEoyJJblX0Zdad0wtjEc6U7xtPqTjMVMoym7b2QgA5jM5c4aRnHOkbzbTEdzuTcuJNCmTPkjdwzSy9KXWTbq39iIYUPb0erb6vWhN+RwMrXpjZP0ioV6mK6Q7N2OTn1fUXsi8zNn6aNXkq4e/PAOdiX8OYZKxF4ftSMdXs2viZzhuFXyx+CW5V2AY6e53MeSqjCJlFMfJo5SDISySkQWAq3lNI0v8yLqe97TUVh0pI35UTKcoa2qCllNBygRHSptZmLkAKSMcqD3GocrjBAo65fpeDKywP3dV7gHlELHmd/VdPLIAw6diOuI+z7CRI6heNWQEyyc617rZCZIxjZd6c+7dvDR2LQOpM1Fe06c5qYabhA3mao7IQ4BEygQRq8/vCwPDSBFXab4+Gjgpwbg48TrBJ8ICgl2ttqAl2qSM+g7M5DZ3/tvje9+7gR/+8Ie85S1v4VWvugwdzKmA8siZg0R8cXsgLFwMMJJStt+XkZFF7N+/H6UkrtcIN3b79+kCyEWLlmDICMsXnwLA7r26yDBm5IgaWVpelb179zAyMoLntWhQZ8HIAvYd2Ish4jRVmboqYUnBc3u3AHDSojVEDIEphFZx8Dw8wKFJXOgo7HDmAkwjg2kksa0UApNGa5S+xCoKM+DiZnTiDCOttTXtfixTd3gytgIhowylztC8Kx07OKXqPtdbxwUm7SYPNZ5k8mTTOTltLnyTR/L/OW2bhLAZSK3FcSb8lIGuotQh7tkHrWlE2V6ucpZYyyuS7+Hqvg9Q9A6yrXknjltgj/MYK+w+bmv8uEP0XQNr9S5UX0OgmbXPN1/lVzN1h9ijkflcmTqTuDXgy15ZjBUfo1h9DoXD7omf+Q6uoFzbzsPF/+TZ1u383+UfJ2br6OX9rZu4rfYESjnEzD7e3n8tr819nH8/9M9sadzK0tzlJKLLwn5RXp3hmEeTFrdWrvM53JjS352my/G7v7etIVLxVSRiS5AyScQa5IzEABdFTme6RatYfY5qQy+qUiYxzT4scwDHGe/Cm+mIbS86j870i4vCZSh1hpZVaenCEi0t05bGOr6UmAr/r2XW8lTqO+dAIdJ741FvHuDW4hen/f5XZ1rp4emJb6GU1mdMGfN9+TVFzJ7H1PfD12A8DsmtQ+XHKVZ3TYpaTo2QBhax5k8SxtbXnywgPxcr17Zz7eN/3yEZplsGzOhAOD5z+wkx5fm7/8BOzIIpZRJdmRbgNBWOW6BcP+Bjnvyrhcz9yn/Pp4+mt2Wbgt9qfHGjdYS+xGoWJM+apVXtFPg7hj7S9YyFkDQ6NoE6ijezY9tsHWZf/jZAE3hXm0fQhXG6qnBe5lwOlB4mF1/ZtTbY1gCBhFanM74//0uO+Eo686w15GLLiUfmhVJUQDg/K9ViML0eQ9rkxCKarTE8r0I2cRINt4BtZqk2DvrVqL70oVdlW/5HfrQ/Sr05isJlIHFy6LQB1FtHqdS1I3C08gw/LvyLbi8O+fLT3FX4JzyvSrUxilIO5do+IlYf38t/DUMI/mD4CoazL8GQcWKRES5Mvot0fDXXHflbDreeZTC1Fs+rUG+OMZA8jaiRRSDZWruNLfkbcbxaR98HkazfJEdOz7uOV0MIM0z/KuWGUp3dY6ddRHPjjTfygx/8gDe96c1cccUV/vc63eqpFg3lkpLxtjSXb3fffScAK1as0L8QJmdvPJdqtcojjzzkb3AEESPDXXffyfDCRSxdvBKFx1D/AlYsX8nd99yJ57m4fkr02ae3Mj4+zsaNZ5M0BlAoNm44l0qlzIMP34shbAxhU3Tr3H3XHYwsXMRZK5aRtjxSliIqJVIIaqpOlCh1NOXOWPWZMIMYZFMS0aVcYFzCA9XrmM5mrU5VuF0LXLm2C/A4kL+X4ezFFJv7KFXbOo/a8WlXoElho2gGj2+KbBfQtVPsFU0xjSyOm8e2hkhE5nOk+CidD9syB7g0+W5ur3xtxgovKZNcaF3JuKpwyDvMzsZ9xL0BxspPErH6mJc5l7qT5/rxL3BW8i08LJ7vckCW5i4nq+bzeP5rKBzqzQP8pPkZTCPD/NR6jtaeC9nJa42D/POBL4akxkrVQ84i4TM0a6BwREeFhE21McrOksZgVBuazFg7egZrxLls7PP4v+X7cJwJFiY38Kml6/ijnY6uilMav/G/ng54+GaL+nRXCQacc/ql8jBljHxlK4YRx1MO/3HwMzBLyXrAo2QacdbH34yHx6bCl2ZpxzStExYHCw/6Ytmai67ROuKnIKAvsRpbJsPF4BjOjK60O1aVg+n788QURUy2F8b8L5A0VTvlNbVSHGZLsU1tR/vvqYoCAVVA72iojuZ09rdBPDKi8Ubl3tXcM9n0UdfJz7Sz/ScuahZkCqa/7vGZELLHmTorV/2KdH/MJaLL/IrJ6a+vlEcqviqce5VqhL8/XNw057Z5XpWvH/58V987bh3T6OU4G6zJvZGqyrMnf2vP7wOJr8nRl7HyU7helXx1Byuzl3OktZV8+SmarXbAwDT7Qv7SdkWsYEf5DlYlX8Fo47GQdDwVX4FpxDBFhLHy08SNfo46z7Crdh8LsxfR9Mo03TKF+n6WpF9C2T3MeOU5XK/qz6tGeM8i7GbFweKmrk2I6xYxzT4S0WXUmkf8zWqw6Td8jrw6jltACAvLTDISP5vthZ+yhWfZcyjLeO15HLdMxMrQZ8Ro1kr+ZrOG52kuzdMybyap0hyQ2zFkFMuMU2tOduKD9XfmQpRfpQkkmgbF8blGNeRIKZ1SnA6W9JOf3MT3v/99zjzzTE477VS2bWv7EJZlsXTpUh55+m5+/OOb2LhxAwMDgzQadR555GHuuusuzjnnHFav1ul7pRzOWHsap5xyCv/+71+mXH4Lg4ND3HPPvTz33DN8/H//ES235qe3Pd567bv4q7/5BF/84he57OVXMjExwbeu+y9WrVzNhedfgkBz3K0/62xOP3Ut//ZvX6JWqdM3kOH+ux/g2ee28Ik/+Es8IJFq4TU0du5QTWJgYgiB6+mx23T0xqQzMOa4NV62wOTHxek3aUK1RcCmfik0JiBqL5gkraTNNLIMp8/tAsVHrPkYMjJl0ZiOVFUIm2xiDfXWeA95Fl3hZJn9tJwxX8rF61o0LXOAeGRQi9Mnz6BQ30WtsZ9ek5phpHld5kPYhqQ/ItlcKlAWZfa4jxI3+pEYJEU/z5dvQwpzEmGuwbzM2RR9Ee7Otgphk4guImpmGCs9Ol13dt71lPZJmSQZHe4ZEVqVu4o7L0kx9DKTP/vcMJ/e+XcsylxMjgUIDPLi0CTqkdltMslqX2odUSPdIacjkDLh67FOn4brJNptm4GUMRLRBZSrO3s6CsFuvr0gTO4TPckH0TYdhrexjCRNZ5zhzEXERIZtEz+cpm0vtq7li2OTpc3+59nUfu/ctHTaSPZSKs6RDq3l/2/ZVAfrhdOcDKY3agfDj0SZRtanm2jPz5Pl2wLh8WPHAc6NVqhbN7ltncUCc7VYZKRrbu1LrWORsZbN+W/65+yn2TrMqtxVHGo8Sam6Tas2+ILwjlsgHllMvXUEKWxsM0NfbCWHyo/h+otksIGzrSGkMLHNlE/qrnkrQRKzBzscsc67NX2Mbu+0vBB2l0RYAIVpOiWaraMkooup1PcALhFrPsPJjewt+fg3pVVopIyzNHMpZfcwY+UnWZq5lLHGVppOiXrzAAOps2h5NRy3TsTKsMA8lbw6wH9d/2csGFxMzR3z22Jhygijf3QDXvHYI94n0kQqQv+nuuE4mkze8PFmvZ0UgTmtnBbAwMAA//iP/8ihQ4f4xje+we7duymXywghWLBgARdddBGXXXYZUsrwjKCoVmt897vf5cEHN1GtVhkeHuYNb7iKc86+ENdrEDf6UXg0VYVHH9vEjTfeyJ49e4hGY5y98Vzedu27yST7tJ68dxSlPEQjyte/8x88sOkeKtUKw8PDXP3Gt7Fh40b6jDQJU5GONXEdyb6KSUM5pAyLCbfCgdEdvPrVveBKgqH02RwpPoI3TbBgFidO56n1wNuJbQ3hevXjwpXEIiPE7IFJKRDthF2UeDu/LH4pjAR13oC29mddOzCfj85TLZpOno2pd3JavJ+vHf5iR4m6Fkgezr6EplcmX9vJyxPv4ikeJ9/czQbrcp4Vj1BujiKlRaV+CNtM0XAKOE6BYMIVmNjWAC2fYyvQB9Q7Makrv3xurqDtAoOIPYTrNUPvWso456TezRbndgqVZ8N708THg1Tqk6oKMVmffTfvXzSP8wbHueqxQ2yb+L5OYwmTeekNTFSfn4PWYqdNXWgj1nwuiL+F2wuf6/pMO+R7/L7PhZHFiDU/5Jfbkr+xZzSqLZ/lImUsXERMs49kdCH58jOT2iHoS61lvLSZoLAhoBnQlCVaIUIKEyntY1gcejuIv1kmMIwUntfkovQHuKf07y8QfH9sfGEnTtmh18L/m8Gf96u2RHQZi2IbeS7/3yjVOqYIsGn2YcpoqEUaWLc0W/BZFKXq2NaQ1vL0JYZ6aZ9qm9uzMI0sCk022yuD8mJbIKGXTZxEobqja91JxVeRshdwIH8vUkZ8RZm8/63mqGzztU2VEOucd1OxRVQbR3C9KoaM43rVsPBGn0chZYSYPY9acxTPq+m1UXlT5vxs8lQ8r6X578K0s/SzLRYDqbWM+fKRtjWEKWN+wKM9J0mZ5JLU+7iz/BWUchhMrSUhB+j3FvJY5QY2Jt7Cc969NFoFTom8kn6RZlE8ytX/+VJy/ZkwRShlBFvEaSntwHlqOnwkSBFBCIlAYos4UWEy7hxi6nrcpn2xjTTN8JkI/7MELbeKwsM04v54bIXft+eUAO/WzTuoZcPa70gQSArIgNt2vOorne+AxDRiuF6jo4pXF7LEjCweLg2v7PeZxDaSOqOo3PCelHIRwtDFKSKKQ4uWq5UnJIZes1DERRxTCAYimsf0SF1SVlVSMk7Fq7NvdBuvec01pGKLcL0mlfreKbrD05E3z+jEzctcwOHig2STp/ZMeQgRZSh9JqOFB5lb+m7qwpCMreCd/dfy5YNfCGWdOn+zIvdadkz8ZJpoTpT+5CkU6/swpI1SXugwde7+LXOAN+c+gCkF3zzyWX9xbEd61mReR1wl2e09TtzoZ8hbwlP1n9AXW8WBwv3hZNiXWkexuot4ZJ7f0TuntKltgZxUwE+lzTSyvDr9AZ5jO0mV5dH8VwDFpZmPcXf1m9M6JkJEOTf92zxavbHDYZveGYnaC7HMxDSTb6CzF0R9ZpKcEphmDtcpkogtod48CkKSji2mWNsTOnUzmRBRTCOJ4xZRqkUsMky9OdZzkckmT6XWGMM0YlQbBwlE7LWEzVwLF06EE3F8pKknwiLW/J7px7lMWi+UIHfq70+Ew/urcZpPrLj9CzMp4/zFyo/zgXU7WXHTg8cs2xY4ZjON3UBkfvJ7oWmgtD5150YzFV9OxEhNmy0IdKA7+zCQFry38C8vSt9a5oBm2Ff1Sc+vc7x3rh3t/gjmeJ2aTGNIm3rjELpSNkrE6qPp5DGNJInIfCqNQ5gyhmlEw+cRynIFmCyled0sI43jVVmSfgkNVeZQ6REGk2fgeFVc5WD7oPzRwgNhe4azL6XQ2EOlvneS4x1FqRZSRnhF6nfYLffw7MSNtLNMnUUp7eyT45aJ2gNErT5qzTFfjqnJVX0f5ebyN3DcOotS5xEjTdxL8hffeS1Dgwt9B2NyZGvy/CFo66zKdgWzcsOCCi/cLEznyEmEkMRkjhZ1Wm6JznlTO8QNer/7sqONAtOI68IWoEv/VUT8zXubTqv92+OZm9vtN2QMpTy8Lhyt9K+v6XDa1fwCQ0YwRASbKA20oxqQKSvlYMgoEZGg6k5gGXEixGnRIC5iOMojYRo4/i2XvBpNr4IUJgI4dHgfV16plZ4CUunOwEdwjV42Y2GDxksoSrU9Pb+3zSyHi48RRqu6aCIm57c10FJXqLWB1K7X4KeVJ0BIJj8UgUFGdYNyO8HsStUZKz1KqzXO6tgrMY1YuxhBSEwzw+LsK3n30Ac5d0iyq14iHV9O56IihMkz+R/wbON2ssYiGr5D03LKtLwqazNtmZfx0mbmp9bz8uhV09yj7oNVuavIJU/VO7Wul1MXSPx44m/ZOvE9nih9j6H02ZhmH2PiaAe4c6op1eD+wr9OirhNnyc/N3Y17+i7Zpp2Bv3szQosF8Li6twHWZi9iFrzCI5b8otKvGkduMnEtkrVaTlj4YRRbxzqcOA6QfWKfPkpGq1DGNImYvVhm32+A+cyV46yuX02G+DXpzn5lcpxadPPeHKbjxXDd2wmMHVF5JSF+oU4X0ERyq8m6vnrcuC65z1tntdgZ8njE/ctpVTtxZc3s7Xfj5meuezi4dQVmYamWPLfzUAuUMoIpeo2nyOws626OhRgbeZtDKbXT2nHPYV/etH6dkHyLF6a/qAmicfx14f2mNF9q4j2KMwJCIhRDicnXo1tpsJ2GjLK+bHfImbPY0HyLF4ZvSKcX6vNI5pbzk/DBhx5SjUwjGT4GyFMRmtPcaTyNK5b4XDpUVzlUKzt4mj5GQq13XTy9cVFjkargFJNAnoS08j60SQXz6tya+HzbC3cxIrcFSSiS0PuNynjCGHzsszvEbUX4Dh5pLTpi63i/YOvxzZTuG4JpRrc69yNUh6LU1qt4Ki3G1e4mDLmO2MivD66FZhGlM7l3jTiDJiD/nGeDjb4Q81TDd+x6bW+tOk7gr+1vFXnhmNycUUv6/5cdtJLKYUUEUBzs3VHD2fbkPv3LwKFhulNa/QqP61r+r/xwqhfpwMHEkNE8FSLijfuO5YuMZnF8ilTTBEhIiwSRj82MR2NxCZqCE3u6+p2Nz0PR9WxZAxbxImLNAmZIhGZh+uW6Y+uwjRzvq8yu83oxCVjKwCjK4wdjywJF9NGq3Mx1i+8ftkgmzzV/33bBAbnRq/qGvhNp0jB2euLrk/qZBweK3y9awLplWJSODye/2oXuahSLUwZZak6mZMycPHQBCtiKV5mXxmWxOvz1Tk7/W5OiryUlOrDUy22exrse7j4INubd3fc+2JeET2PLWo7r0pcQyK6NKyKbTPzSy6JnUqhuqNrV9mXOp3JE73jFvjogst4SeJdbM5/rSfusPMupy6G0w/mp7y7uLXytH9N2ZPKQe8WZ15gY/YCCq0WAyz2x4GvsuE1ptxP+7xTiW11ZVeETlkabe0wdlCuLzAp1XbTdIo0W2Ndk2BvmysJ7bGawSdX/nFIoPw/wY53sVUoH4d3/NVsmk+ss0L1xXU8T4S1yXCP14Rf+Tv5PXL5ysG/5kv7/uqYn0nAVzabeV45xHkBuG6lRzuCY6d7d1zK9f0AbM5/ncN+leeJsHhkSfhOp+KrepLk7snfyh2lf6fZOoJlDuiUnrD8dSbGquwVSJkM2RG0Q7eQqL0wPEc0Mp+VxkKWWu153XFL/LL4JQxpM1p5gpurN1BvHqTpFELnZ35qPVKYJKLzWZ19LfMzF+C6ZQxps3viVlxXk8trOS0vVIxw3SKOW6DePEgq1lYMOtR4EkPa4WaoL7WWZGzEn2cNv/U++TceCXuIgBzY84sofln8ZxrNwyhcBJJS8wC7yy4xqw/TyLAkdxnj1a1siL2JlqpRVwUULnu9zdhYGMJESqvrNZbSYsDM0PkuOm6VMeewn63SAZSAUqXbpnt//d+oFlJI4jIX0nuERwiDyS5GwHU3+RrNDuquTkfc/1XH/z1mCl5IGXCtdUMOuu8nOJfClLrKW8MPJhdAdf7epemWcby6XyGtUEphYGBgYhtJIkQRQFSaRISBJUyylknV0fqsCs0R16COIWzSMkFEWFRUHg9Fub6fZGwJDnVidj+D1knT3menzZhONYzsFIC1lEmkMHuS6bZD992nHExv9EvAe18qHllCrbF/TpNdIrrMVwaYLbWmB8p5md/h39Yr+tJVvv7MYh4dc7ilen3o8EWs+Uhp0miNsy59LTudB4kYafK1HTSdYkeqUWOWUrHFGpOF1GS9wJcPfKaD2kCFqZBYZARDRoiaGT634tX87x2/mFINlkmcTNZewu6Jn03bP+37mS6iNP3vOiu3pg+Ldx+PMEPn3DDSrEi/ku3FW7uc+b7UOsZL3XQxk9NZvVNzHp1A6AD34nlVpIz72JZOKghFMraCamNUa6wKe0qKuvN+9DVPnPNwVva9PF25iaaTP64q1DYu8Picq+B+pYyxMH3OcVTjzvE6046TudvS3OWMN7bzjv6r+deD/zwlUiswMcz0nFLw/1NMYHJy7s1smfgOU98vOFHjcKbrTz+2fr3YT8sc8CsR810Vm3ohl1PeJ9PswzZSxO1+Rox1PJ7/qk4NyyjrUm/m4fxX0SoO2qHTa5N2EqSM9Fh7DKSMkIgOU2scCatVTTNLzO7v0nDV0BJJKraEWvNoF/a7dx8LpIyRTZwUYngnWxu/CG1nxiUo/AI4KXM5E95eRgv3h/eKkBjCJhtfxlj5aUwZpz9xEq9NvIS3LyvzjZ1JHq4c4qnqT3C8OraRotYc5eabv8/8oUW6QCLUvdVtNWQMt0f/tNs023vfVtGxjSSO1/DhQo6/yVZ+arE93qTQRLqahUHPY4a0pxzX69rS51bVmDMzdIT1Nadz0OZqwZixUZ6mDWm3Y6Y0bWdKWoaVv1IY2MIfk7hEsGnhYguTnA0HGw0UCtPnGqypIigPQ0ZJiQRlVeHg4d188rduQiJ4nkdwvQZjpc1d/XRc6VTtwCgMI00sMhJ+Fo/o0LYQUR97NeB/V+3ZAb0cOE2WqaMn1cbuWRc5vYszyEWXd3jMOnTamzBUh3Wfce/kzzdn+NMHRqg4EDMlLacSHtVoHaLRyuN5DZ6r38ZK4zyWsZZT4pdjm+mu83lulTOMSznbeAXjlWf5j9F/5oHKftoPVnv5AbD0zdl38fb+a8lXd/Dnu59iokdapVB5ZloHrjO61OaFmnJU709lnA3Z93Voknaf3zQy/m62zbsGsDp3Fadk3xj+e0FqI2PO81OKWSZKTzF5gZjyDDt5rdDRNNsaJGIPdf0miBJ4XjV8oaL2AvpSa4lY8ynXtvsTtr5f08z0ULXwFR7EjEP6mO3R/Ff8iPN0JfC9TQibddn3MJA+M5TUScZW+O0+Bl42P1oasbK8NXfBMbXhWKz97FToeE5nUsY5L/OhKZ/vmriZplPiyoV6pzl5bCGkHzma7p2d2Qwj3VMPeKaU98xKDmLaCNFcTeGwZeI6ekcwjmWhaS+Sx3r96cy2+mfom15jcLLM1lQbSp/DYHrjnNrWcsY6eK92tqX1lOtHWbqv5zjj2FaKc4yXUxRH/GO1+k6bO1RrHXteBdPIYJk5QKevu/nwAkdJ0hdZQcTK6c01CilMBiNrugIBSrUwjST15gSOW2Zeal0YJdPvb5ssti+1DtO/7nQOnD5pp+KAR6fsmb6HMs/l/5vxyjaSsRU+fCSD6xRpOuMcrTyHFDamEWO8+jy5iGDduoN88Y/2c82C+Tiefs9qzYNo+ifPd+Amj4mAS7AXRGNy9GkmBQV9TMurE5MZXK+Gp1q4XtV3ELvXA89vU7svFK5X8yN07evYRtqHc7TfVaUcpLC0oxU6wh6mtDGNOMf6rnSnV3WbpO8UTu0XSaAu0XGGju/03xGZREoLTzlYGDg0sbCoUqFFDQHEDJchO4qBSZMqTap+utjEwqammqRkEkvEMDB4vPETGm7JV7XwwrT/TDanFS8oGAisWH0OKWMIIak3D0zRPQ0mxRB3MGliEJiszr6eV6Y/FB4/80QqiJgZBMKPRAQVo7ozpwPmC0ykMLnx6Kf5ef1ePrf/G3xj9NOab6zjep5XwzRSDMRWUxdVNtdvYnPpuz7FSNtikWHO7ctwZ+06PK+K44zzeP6rk6KCQdpT8Y3RT/PlA5/DcfPsyN8ypZ/a1luQuhvUWPfbMNIlWTNT+uS55h14XkXjLSYtzCenrqQ/vprJKa+8F6R0BULYvDx6Ho47FTc3l8hS1yQZaoh6NFrTR2ICPEK9eZBSbR+OX4WcS56u70E5OE6BZutIiOMKXqrAWQrG24kRndd9E4+M+NJGs5smSB7gj5bNZ524mJck3kUiuoz3DL7Vx+VMHx2ZLi1ca+zjb3f+NdMuGMCJIhye7dn2JdbwhgX99Fr0lyYu5M4jMVpuGX2fMtQYVarpn1t2vbNC2KE82Ey2Ov0azki9acrnogeWNJM4meW5KztSMm1bl30PS3KvIhVfSc5eRsTMzHrt47HZnOFukxyjCqJv0z/zlpNnOu3Myakv0BunTGLmFM6R0maOlp/u+iweWcIb+/+EQCYvUDJIRJf5Tvfka7m+c9cNEbHMAQatk3ich9hdvHNSg/Xmrd2nEtvM4LhFXxzdYmXy0pAsOdj4AOwvPUgqMkzE6uON/X9I1M4x4eyetJFwSUTmI4TE8xoU6nsxjCSD6fUsS11C1CdgFyLCfPNkXpJ4F0FKsa2r3a0zq62dmuv1XinVxPWqWEYC20xph8zfiDpOAcdP6daboxyueQgJ3niDmw6UcN0ylpmgP3laKD2piW49pJxu09/VqT0+66TiEJP+1o6cUg511ZY4m85sI0ng9ARauBA4d22n0VENFK6fcYhiGgmUckIlhaBCVWPkXDwvyBjM3drRu7Yjp3DDdGrgaOvrGRjS8qtOI34r9bO1DL0xEEI7bVESRGWGlp9ubdKg5VZouTXqqkmpZWIIheaTa2iHT8awRQIPF4VHw3NRKJ50fk61cRDHrXGocA+gSEYXTQomTbUZZw0hbAQm8ci8sHIkMM9roLzeKU3LiIchc1PGtWZpZ4fisrVwE2Pk/d2O9Be36XcBlfpUvjHlTwA6otT+rcDkdbk/5orc/+aK+BUsyV3G/vxd2GaKbPIUwMVxJrCtIdZm30kmcRIDydNQyuPZ8i1UG7uRwmayyHS1sZuJhgpJ+YKrtf/bucMwQMiO3efkvuouAJlr5eX7572H35n3llkXiFhkhDXWy1iSu8yPcDkdvxHkVB99jDA5WnKocA9PT3wL/bI2+ebYv8xaWTcX8L8QNvMzF9KfWMNMrPrtQguF42pBdKWalGp7fF1CN1yA2jgu/XK6bpWYvYB4dBHaCTWZn7mgCz9zfGaQiy3n6r4PMFesUr05yjue/Dd+Xvg8txe/SMut8M/7P+87NzP9dqZCk9kY2I83dTYpYtbz+7aNlR7jj7d+FlBhWggglzyDi2OreeBoiTZuxe1xT93tlDLKG5Kvn3VMby3ewqM91Fx64b2EMHh5bJ0PWO525J4qfZ+D5UcpVbexJ3+rz9t1ok0QsYeOIeLYCyIw2xVMhDCIRUam3KMQNqaRnvacvSpao3YfUTPra9L2Hg9K1af0t22luKv1i3B+jlgZ4pFB4vaAD42Y231l48toUmV//o6OyH+7HStTL2dB9nwALDNH1M5h+BAepRo8M3GDr/qg25GOLmJBeiNRK8dY+SlabpmfVr5DqbaXifKzDKXWMZA6K9w4lesHaDQPI2WEbHSpL6sGB2qPYYTYqToHW08jEV0bhIiR9oMKwbskGUyv18+ma1yLKX9rFYfD1JpHscwsazNvwzCSaE1pM/z9RMPl5/cvYfPt/TxQ+y5SRnlL7lpqrQmWxnW/BCnT2YTvBSZxY6BHezojc2qav4OgzvTug5RRmm6FXulJIYwOqS2F5ztrurhCdQQNPDyv7t+Ldphdr4Yh7Z6bkLmZCNd112vQdMt04+Twv2v6EWO9QVBoR8xVDgKBJePESNCkjoGkoSp+8QjEjBymoaNvY60GFUfT1Ag/7Wph01QVIkRxaVFTJUxMomaWwdRaAsUJIWxsI+HLik5/vzM6cSuzV5CML5uUzgpvs8upiljzw0KGWmMfSjXxvLKfrpzMYaYFlB/OfxWFQ8sZo9k6wqrcGyalS6aX8QFIx0+iL7WWRnOq1MtQzGI7e3iufpQ13mkYRoJac4y0tRDT7CNqL2B58hKqosTF9ms5Un6C/aUHaDlHScZW0JdYxcnZN3RNwkJEeaIyFg664F6EiLIx835sq7+jHVP1PTutPQh7FSx07+KlTDKQOovh7CW8ekGN1w0XfUelfXSnmUaWjdE38s9ro7w+dbbGe3ThOiR3Ff6Jpwo30I7ECVblrprS35orr7Pd0R7PZLYIgoEh4+RrOzhHXhjuantb+4XS1CL6Wo5bIO5vBpRyEZNC4YnoUobSZyKlScTKhC9qsb6XppNnckXesZgQBgcK9/Ld8S/PaYerI4QRWs5RLDOHUi7N1hFctzgHjsWZIm3HmqKbm+nqrJmY3acW1ASkpMqrE/RnvTXOnmodr6ONehx3O3uTzXOrfOPIF2eMACaiy/jM6t8lHZ+sz9vb8uVn+PeDn+GCxNtYlb2i6zvHzU+i8pm78zS9KP1kU7wx+27WZK6c87mP1QK9YE3X094YRe2FRKyBaTE02rrnDClt8uVnOFx4iEJrb4g7m4vly0/58m7aCShWn6NQeSaUfJvJ0vHVfnWs4EjxUfbkb6d7PvH/Vh7Pl37Bwfx9gKDlHCVfed7HfukFXleZtp/NaOEB9ud/Sbm23ed+a1Kp78IyksQjC5gvTqLl1fwqRENTIKExXqPlzbRa4xRqu6k2Dvqkzdomyk/wi+IXOjIrLoeLm/yNsmBN7s3Mz5xH3ckTsbIdkBa63jPRsXlqtI7Qco7ScvKsMuaTiMxDCJOIlaU/dQZCGNze/DFvfvw/+chmj3pzFM9rcnP1Hhy3xu7aA3Q+0+n44AKzjAQB/13bAvqO2c2Qlp/W7G1muEZMPacuDPA61CT0hjvQUqULowbtec9P54YBpeOJXKuO96KTvsYL/w6/VwrHrSJ8KpWgIhUBjmpQp0bLq9KghiEsDCwsbCwsoiTx8FB4VF0daUuIDC4OVa+Aq1q4uFjoClVDQEIOkDLmE7cGMIw0azNvY7yytatgtJfN2AvPT/zI14Iz6EutJRYZ8fFvunOljPv/Nmi5Zcq1HT3OIvxQc69vRKj9GbHmUXD3TwK1z+wILbPP5XWJK/zBmPTPqYHt/3HgU2yZ+A7POndwW/k/AFiYWE9OLQTl0R9fTc4b5KWxUxn3KqRii+lLrEbKBI1WgWJ9L7trD3Rd/7TMm/nbU2MkY0u62hG1Bzg5OkguvoJ2abfB/MyFBILNa3JXh6X8MFPkTeN0fm/x/+Hy7B8CgmR0mPcNXkHTK3P74Ri/GE3Tcivh/cYji7vOkIyN8GcnW9x1JM11+Z/x9qGPsz777q5+zSVP5+XpNq5JCItL46fql8kc6HCmJ+HeVD1se5CrnwnwH7UXYlv9pONLscwEl4+YbIi9iZkXwuCF7RS9VxwuPoxhpPQOVUaxzT7ev/DPSMdXMxxbT1IOUa5tZ7z0OErpCFAqutCPBHXex7FFPAJyZ70QzE7A28b5qZBC4MVwvk6UdT7TuZvByszlhDQP6M3bzwr/yLuXJohHtKMeOGYz9VugYTuTtdwKN+4vUKrtnGP7tKbyPZWv83zhp7MfPkebOpammtYmTfKDwjd5ZuKGE3bt6cw0knSOr3pTa3/O1KeTKRiCynOFQ6HyzCzckeFZOv42kDIRYqTnomUtZZxFkQ24XjN0GuOR4Q7sGG0nQ5h4XpOAEgLwI3BtGichJEPpDR2sCCp0uvU7rKvmm844A7HVjLHbr2gNoqB6ObTNNCiPgfSZ/sJdb0M0/Pldhpg+MWVTm/cO0HCLFKtaLqxTfmsyxETKhP97PUco1eIHhX+lVNuNbWY5KXYprnKwzCwfGLyKdHSEewtfIhjfDbeAlKbPWToV29X9nNvLfdMtU3PHQ1Ljts1tnnK9Os4MWYXOYoGYkWOqI+cSOGuGjGoMHIau7vXpRdpt9zGFIQ2I6+PKjl9SLIhw6mrWNuVW24H0/PtQPt2KQPr8dYaIYIoILX9Oc1QTD4eWquNoul8UCluYWERo0aBFnSYN/35tTBnFxMClhUDQVC4uLYruASaq2xlInsrpkQUsSG9EiOiMEKQ5yW7Ny5zLRHU7ntfEcUvEIyPUmgcJhLaD6IKuTu0m95MyyWDqdEYL9/e6AlImJk0YnZUqU6tWDCPNYPIMDhXuxbYGSUYXTlGBMIw0Snl4XpmINZ81ict4uvxjLCOO52nNw3hEp+a0isSTgEcueTpXpV7LTdXbMITFwfx9YeUkwCWZj7BTPsvewj3oUG+DeGSEk2KXMp9+7qxdR61x0C+RX0DMynG0vAUhTM5JvZNHqjeEEYDJslft/opzZeb3+Oy5RzlUSnL5Yz+lUHkWw0jhuhVekfkI/3xuiS8/O5/P7v4bf+fYltlJxlbwg7Vv4L6jcb5w6CaOlp9iOHMRB4r3d1zPIJs8mVJtT1dkKIjWXZz5fQbNODce/VR4fDss3q54yyXPoFTfNz1fnO9QxyLDRKwshcrz+mwyOuuiPZNFrPlkYktouEXWmq/kofqNAL7cWiehdFDN1OmgnOiKvd9E9YcXw+Z2nwKTV2Y+ws9L//ICFSdeqE1u74v7nNrkvAG8QFdf9iLQPTabrd3d6gSTzTSyuF79uCqrA3B379/2VkXIJE6m2jhCLr6C8eq2aeYGv5JcRHlD7qP8d/4fGUqdxWjhAdqV5fq+u6umtSyWlFFcp9jx+eSKyzZJ8OXZP+BxHuiQE/Rb4KefNXDeQXnN8F50n1VJRBdRqe0mHl1Etb4XIW3WZF7H1uItXeoQ2jzahORT17XO8aGvq9PAr8p+nG1iKzvyt+gvwmII7UDYVj8DiTVM1HZgGQlOtV7OU61bcd0m1cY+TDPjKxjVuOWWmxkY6PPvXWLICH1GjorXouqOhWed/Cx0ZW+wWe4tr9j7t53fT3UgpbB83FkUgUHLq06q1tW/0frqWq/b8WoIJJ5qYRnxDviJQArLJyAO2nL8lfRtp1IRkPu2q1atUAos4CjFT4eC9otMEaHpltFkx1mNEVSKqExhY9HCxcNDIql5BQLN2KiRwcTyR7ik5I5hGlFKYxO887f+jp35n4fzRjq+Ak85/rPePW1kfQ7IW8UCcTJFuTd0QKqNPaTjJ1GsPu/fdJBynMrf4nnlaRw4fe5uB87g1Nw1PD3xbXR4PDdlEvDcaugY1Br7GJ+icGCQi6/E8XFUjdYRRtV2HGecU5NXMqD6ubv6TaqN3ZhGlpZbJRlbSrm2nUJ1B5vNUSIixSms5SD3hQuRwOSOwuf9+43zjqGPcUP+W2yMvI4Haz9gc/MgSrVIRJdSre/FcWuM1ffoPlEO9xf+lc4XZLoFzvMa7FIHefLIAvrsJo1WAVChs7Vb6nZfPNTgn/ZnWZjaQE4t5InidwGPS6Nv5us7DW6p3hQys7dpKdol5f3Wii4S50R0GY5bo9E6xF2Ff5xUGWuAaoNTLXMATzXJV571cTfQna4Nnq7j7yLy1Br7w0nOcXstCoHk1uNdz3LqQuxxXvwaosLiZ6V/5C71j13fSxnz9V51hKgTG9LeZMxuqfgqyrW9c1j8/v/BgYO53qfC4WeFv5/06YvhQM12zslz0dRjTSP7gjYTbRO8NP1B7qp8DccZR6mmf+5616J8PGaaGZ9Dc7rFykVNgQq073UgeZqvKjBXay+MUkbIxFdOo23rdrUoePcDKcEjpeJU3J0/RwgR8aO/dX4w8Q8o1fSB3N3nJ6QiClJeLoaM4zh5PyJnT7lG93P2yVUnRYwMI03EzJGIDGHJGJaIk1MLeaZyM43WIT8bJP3MksKQNrY1QNMZZ0flTlyfDimYw+OREZKR+Tiq4c9f0ocZdLRk0jwSEMk+7N5GobanIzKlMI0sb+r7EN+b+JJOAbeOkIoMU24cYixykIQ1jwqjGEYCU0ZxlIdHDSGg8/l5ymHMOcKpp+WxrJmcndIM350Yc1sGW54ewPGr/KNGlpaqhpJXlpHAUQFtiXaaAgfumWee46/+6i96nvczn/kMCxe2Mc9PPvkkN9xwA3v27CEWi7FhwwauueYaEolueEC9XuW719/ApgcfoFKpMDKyiDdedTVnbzy/g7gYlHI6zrmbWCzGxg1nc81b3ko8HkMpl7pXQAiTWr3Mt7/7Le554E7KlTKLFi3mt656O2ecdSrg6XFEBIUiIg3qnoPCxcDG8RTpDmEDpZoUKlovVsrkjNjaOThxgh3Ne6k32rg2y+ynVNtNX+r0KVxhM51nee4KDlQemYHU1mN75ZcEg1DjsbpF1hUOo4UHpqQQ2+ZSrO9DCpOo1U/FrVBpjQIGe5zHyFsL8ZQTylJl7MXkWMiTtV14XplHCl9DKZcD5sOojvsKd2lmH9nYUu5tbKHRmmCzeTumEWVZ9jJ2TPwYKbUUTNPJc2HmQ7Rosanwr0ydhKdbhFzKIs/PDy3mv8ubNHdRfFUonxVTCZ480s8nth1iaepi1rCKBXEbyTXscB7gcR5nz+Hbe6bHLst8FA/Fzwv/wN7y/bhu++VdHb0UQxk8VPiyfhJdTqbkjOxb2Jz/engfUaufSn1Xh0KGCR2ad6AH3+LMxeyeuNWfuFsz3LfCEBamkdXyJVamR0GFnuQebv6YauNguOsNdvVS2jNizkwjSXMWhQrQKeBm64VObL8anrBflQVO/Vyia1ImwxR0QPsyG9D6WNtycer94aaqtwX9Hoy3qbv2E+PA6Wv9svCFrk2M6/fTC1U6mAunXiyygIiVJV9+ms53KxYZ8aNbDl0qNTNwyw2mNzBR1ZvegNz22MwnbO2Yf6RMkowOszCylq2FmyZV3evjbGuIVmucQCpRm0egWd1ojSIwfXiCjnR1O0qdKcN2H9zd/IEPTrfD+WJJ+iX0qflsLv8AISSOW6WeOt0HlOuN4uLspUw0d1Kp76dc34/nVUjHT6JU243mL2vTXlQbu7GtFLZMMF2EMmylL/MVfHa09ARCdqZjBQjJs62DOE4BgaBSP0jR20nUHsAmxqHCvQRUS/MT69idvx0pE356sQ3QD6JLMztwvxozLNd3jgAEHq4uZpRCs1+ohh/96sT96nc2SBa+7dp3s/KkZV3HDAy0iya3bNnCZz7zGdavX8/VV1/NxMQE3/nOd9i7dy+f+MQnkLKd0v3c5z7Hrl27eMtb3sbg4AB33XUn//DZv+PjH//frFt3lnYqvRrPPrOVz3zm79iwfiNXX/1bTEyM853vXMeevXvCc3qqCarFZz/79+zctYO3Xftu+gez3HnnHfztP3ySP/rDP+O0M07Gw6UqytjECAIqtpGmperUVYnnarcSbD4T0WVU6jsxjDRL0i9hvDU9jGROkbhi9TnS8dWhXqhlJHDccpcDF3iKM2Ep9pTu7bEz7YzAqCkOnsDA9ikA2tqqyhcN1hNVW4dTT1S2mWIoegqH61sYzl7MhI/Vmyg/Tcnch+uWUcohGZlPjoX8ybJFfHf3H/CEejp0MoPJszNdDJCKjpCv7qAVrTGcPpeF3goWRtLc1foFAKXq82gsRgKJYL/YCv6uUQg7xEesyr2OJlX25Kc6XOOtndxYOkrNOYrrNbk4eg33xn7AvOhpXJJawiWnbeM9lZX8aH+F0/ojvG64wMSWIc6Ivp5vH/23afFNd1S/iet/N1mj9fHit0l2FUsEZoByuhy4ljM2lS5likCxtrH6c10p6TW5q31yywe6jk/GVoTC0I4rkNLsmnjbk7NBpbbbn+zBtgZpOUWEMGctGphOl3ayBRM7MwLDZ7Nf/8R5Im0kfSGWiLF94oezHtsmdPWdGDWd43B8ETrPq3FX6T/mcKTo2Nnrf+O36kTblCj0MWMMj99qjf1MpnECQh1RbZ1put7jOnhm7gxYJ9sa8hUMZn9uhpHG85oszlzM4erTPDtxA7373mAocToHipsQeGj2/DpSJohH5oXE7J1chpPXmUCQXk1ql978thkEhIhQ9SYYbTzlR/T0OQfkco66z4Tp473529GqCQap+AqK1a0k7XlIaSGFyXjpcUwjS3/yZEYLD3Zoixs9N//hv1Ug5dT+Xnndx2jqqq8RRDuXpF/CruIvqTX28XSjTSptCJt39G/gR2o+j+e/6lNydBbiGT5m8DfF2tizplv0yYAb2EYGA4uWrPmOXnchQzB2Fy4YZtWqVfTK+AFcd911jIyM8Lu/+7uhw5bNZvn0pz/Npk2bOO+88wB4/PHNPPXUU3zkIx9h48aNgOSUU07m8OFRvvWtb3HWmWfrylQR4Zvf+i9GRhbxu7/3EQxDp1b1OT/Fpk0Pct555wMejz/+BE8+tZmPffTjnHfOJThejTNOO4ujR47y9W98lb/7zKdRyiNOP4YQWrlBlbFFnKan6wDaur82w7H17GhNkIotDlOs09kxlXfUWzrqUm3swzK7y9eVV0d5dZ/DrBdoXeE441N2vwLDBz52U4QARKxBhIxSa+xnJH1+zwq3BfEzsX3tu6A9phHjJLWGSm03h0qPYBg2C7MXMJg+K0x3eG6VavMoR9nN3+7cT8VtMc9bzDV97+kA9Rsko8Nd18tXnmU4fS5rzVeyyDsJC5MJp+4TGuv7BA0UvqvwT2EqMxVbxv9d/jGfNFlhEeEvFq9nMHVmeM/D2ZeSjq/mfYOv5wLzIl6b1Bqtj3i3s85+Df980km8bWme6Hz44DU7ue6VR/jgqfs469Ixfntli5GEpOV0929nTzed/JRq0+BZeV61B2hcM1j3lmPpPm5l7rX0pdYBQdRG4Hllv7K5vfPeUb6Dw4WpVWuV+n4CfVQhIjRaeV8XMqhA1dVDttXftVtvtg6jpV+OhZNrZqs19uF61dBRPHF2Ynjcfh22J38r2yd+NOfjJ1fH9XYcjjc6N3URn+64tjOln2VA0vpCbWYS4V+1BZtaNelTp+tfs1kqtsyPMk3vgFpGYo4cZFoGTKkGuydu7dk+bQKB4FD5MRamz9HYNH/B8ryaT8w+OyeYZWZJJ1ZNuYZpZDGNgAdQoVSd0eLDVOq7uvrnmcIPcNx8eO1gzlM4vvat4kD+XgqV5ylWdwHQnzyZiep2nwrEbhfXzQi4790HU639buyY+Ikfper83MPxqnzh0H/zZOl73Wfz58ITGf0+EWYaneu38iuL8QsEVMcc3snnBoGb4qpWSPvSNr3BHx8fZ8eOHVx44YVdEbfTTz+dXC7HQw89FH720EMPEY/HWb9+PcEaJwRcdNFFHDhwgH379+N4DcbGD7Njx3YuvPBihFC6sEZ5rFu7kVyuj4ce2uTj5CQPPbSJeDzOmWediauamDJGVCS4+OKXsv/AXvbvP4RpxKlRxlEeSimEkNRVGctIIoQZ8pym4yt8gv0yF1qvxpihCrjdO3OwYvU5fyDpzm35XGmxyAim2ad3FDjUmlpnTuOT5qBnKUxqbm/MhxZCj2IYSfYW7/E1CrttZ/5nNFqHuiqE8uWnuLv+PTZkfpuImWMocgpZMUytNR6+aAqHamM3dbfIeYnFZM0Ij1Zv5Ei9GfL/RO15fii+reE2kFrLSyMb2CGe4r7Sf3BX4Z+4vfC5nu3v/Cxm9bG1oHP/ApMtE9fxp7sfoOWn9xbnXk5GzEfh8cUDX+OHhS9zZ+Mh/nbVB/jrpZdjIrGk4rT1h0EKhC3ZNdpH33CV1pjLeNPie+PPTjsBxyLDbEi/k6kLZ6esR6/fTr2vXnxeRe8gaVPz9Q2m1nJK7pqeefxm63DPBV1Pnlof1TS0tJvXIc8iMBhMb2B14rIebXRPYGosaM/surLHbnM9n3FcigYvvh2LU/ubGIlUJ0zyayrX4W++g55NnhaOK10p393mYvW5EEc7nVUbB2fhMuw0v+JyxpSy/t5xxml6ZVLxTr1tl6YzzsWZ35tEcE5ISxIe6dVDLrdOOzX1OlanX0NX9KuHtrPnVcOq4k6LRUY6NnMeueQa0vGl2NYQhwsP0WwdRcooUkb9jcXMTnCndVe1GkyrRY3TEYnRDuNZWb22Fao7UMrpCDxIHfkWFjGjr4fT8+szi04nrk1urZRDU1VxVQMpNd1RwujvWGd05O0/vvJl3vrWN/Pe976Xz3zm79m5cw+2j8net28fACMjI1Ouu2jRIvbu3UswXvbt28vw8DBSdvNjLlmix96ePTv8/+70zzlMG46hUCgWLRph7959OnktJPv27WN4eAQpDVyviePVadFkZLEOAh3ZP6GzisSoqAIOLhHixEQarcPqhBFwpTytiCQkhhCzkpHP0YnTAu+GEUfKGCPZS8JJzPWazEuuDTtDT5IK00iFNAMzndc2sxiTdi6dL73jFnHcPJ7XpNERRQrYwYN026LMJSSiy4jaC7VShLR53r2feusIO/I/Y1vp51jG5EpYmChv4XvFn3BH6+dE7Rw/Lf0rDV8NIB4ZwhSRMK0WjyxmtTiPG4vXs79w77QyY73uM1/dyXeO/E0Xzmtf/jYKfnHI0fo2nsnfSLm2m2pjD45T4ED5YT53YBOf2HMbh+QB7j8a5+j2GE7BA0+xZtVhIssjWAMGZw6M8/LkakwjS6BU0Ols1Rr7eLR8XZjW7d7pCHrtBvWOUk8u7UlCsDz3GuZnLtRKG0aWV2Q+xmjhQXZN3EyAbcurQI5sJusmPA4+azlHUXhdZJrSiBORaZ4p/4RfTzHBVHWCF8+8KcDo32wTPR37/2/b5Pf+NyvqATCcfSnzMxeG/y7XD4TjqtoYZfb3c6r1coCO1QI5q8k2Vn6S+ZHTJ12vyd3FL/swFUJFhkWRDSSiS/3ov8B1i0yUt0w551OlH2AqkyW5V6HTqW0Vl6i9kPmZC5EyTsSaT8TqI2YPImW8iw5KCAPDSJNNnsoqeR5D5kkY0iYonsr14C5sU03paw6lz5lyzGDqTN9plESsQZbmLuu6RzA0d2dXX3ko1aQs8ozEN/p8jdEwqoXPTWbLOBbWnAu5fhXWUN2VpsE4Cvg+PeUgkNgyzryIyeLYkF6H4wle/eor+J33fYQ/+7NP8tZr386B/fv55Cc/wbPbnsQyEpRK+tzJ5NTNbzKZpFzWMCZDximXyyQSSdpKELoKOyh+qFT0JqVUKvq/18EoQ0b0c1ceyWSKSrlMoK5RLpdJJpKENCVC0HCLxON6DSuXtMJFXVXwvAZVd4ImDRqqjOMT1geR02L1OQIOyLtaP6Xa2D9jv86i2KAbYBgpTsu+hVen3seKzKvYl78jfADN1mH259vFCIE5bp5Kve39Ru2FU3QPpYxhGjGOFHvv/gwj3SED4yE6mmtbA5hmBimTRO0FHKo8TqW+i3rzIJ7XIBdZRtpaSDq+HKUatJwxJspP+7x0naSITY6WnmCstJkLrCs5JfU6wAUhKVZ3sUCuIRFbAhhUG7u5p/AFStVtU9JFky1qLyQeCfjklE947IN+QydVcFb6rQQ4rzMyb+Fl6Q8j/EHlOOPsyd/K4eJjNKmxIuGQG6khIwLlKJJXLcVYuwhjWZaVL6nw/87bxbL0y7BMLXWWS53GmtzVYZsC9QMViiMb/oShQ8KTbXX29aTiyxEINibf6kdWdSr4HHkhL028G9OIc2f1G7QXMUGxsZ98LSiJ7u34aMByv7/71S+PZo2fh2X247lVXK8aTmCuW2Jf/o5fo3h6b1LmuduxyMTMFr34zTIhIlNSz30+G/4LPDPH1m8vnglMXpb5KP8TIm6BjVWeYby6Nfy344yH46ote6VNOynTS58NpM4K9bN7WeB0+GfrqXEbfBdkbQLT86SB51XZOvEDOjd3QbRqML0BKeMko8PEIsNsyd9Atb6XqJHu4KfLhtkf08giZRLXLVIS47w0soGovYBOibZ0dBGV1iieV6XROsRQ/DRiVo5MfKVfQW9o2iLlhdJHT9R/zHP5H1Fr7AvPM1Z6zC8Sa0d2gipcXdDVoNw4NEU55nDxQTyvjGEkiEeG2Fd6QGNH/ep6IQx2lbqpUTT3W5Rd5buoqyICE9ctIzuielJYxEUQ9frNiYh7kzamUlhIYWPICFGRJlBuMrEYbei51jZSrFx+Mu9754c5a8MGTjppFZde+gr+6i//gWg0yvXXfxvHa+MMhQjmDIkVyn7pzy0/w6PHlfA1XHV0LSJTWF0SfarrnFJqWhBPuRjSDzoJQaAJCyCliSFjaChR4DzrjZIrXCyiWCJKEM2LEsMSMYIxIxDkkmd0ZTDHS5tRqkXEmj9tv87oxC3P6p2B65aIqySnZCMU3P1MXcw68GwiGhIC6xdGX2IoftoUHUNDxklFhnucD/+6xRAwqlQLpwPv1WyN4TgFX+LogA9ab5PEFlsHMLBwvQaGkULKJMPZixFCdmHrhIj61XMtflb6V4aZrx095TEvdSYlMU6jVaCtsBB02cwL+lWZd/OqxLUdkbHuftKmeDj/VUwjxe8t/j/sdh6h5Z+3E8homWmuyZ3JuoFxrEED+7QsXsWFQgWaDngeylMkh1t8cuka4pEhFA5Np8Ro69muK1rmQMfOThPiaikrKxQD188PthZuotY8isLhofK3QmzbaOtZHvDu5OeFz4d9bxhpf8JVlGvbqTVHMWSceZmzu3aSQcpC4YQCyYEaiFINHLeKbaYQ0sYy0lhWH5qUMTZrn/9m2lSizf/pNjmKolSdV2Q+wtLc5eFni4y1rJcve4FX6gQ3/ypNTIKCCGxrAFuY5JKnTiF37eWwdL/3vx5rtA7NWswTOj0yTnwG/eoV8hx/rtY2nH1pxyYVhrMvYTh7sf8vj/XJt/SEBAhhYFtDXX1oGJ39qWX1LHMAy+xnSfblmlfSazCQPJ1SbTe1xn4CHd4D+bvwvBpnxt6A5zXDOWpe6kyyCR0h25n/OV8//FnqzQMYMkoqvhLTyFJtjfkRSW178rcxXtlKoboDy4wznL2YZGw5CkWtsY96cxzPc2bYwHdKTAlQThi5rPkEzN3m4zRlnJy1pM1951fJRqyBDkJd7SBaZo5XZ36PUxJXsL/0ANKI+8VghfC6CpeSKtHkV1dcMzcLHCxNoKt1ROPYxGlRR0qLlluhpko0qLC/UUDh4XgN6m5Bc8gJiUKRSsdYd/oGtm3bilIOqZR2ssvlGiCxjVRY7FOpVEkmU+gAhE0qlaJcLqEAU8aQwiJChHpZ91c6lUMgSac0frZUKqGUp7NyCFyvQaVSIZFI4ClNY5VMJimW8igfuy1lBCksymWfhiYZo+blqbt5AhxenVpHv2jHv1Tbg+fVGExvRAsGXOB/N33UfMaVZbT+VNjpmwr/xuf2/SuHi5u6TyDj9KXWhn8DxCODCGH5L5ReePfkb+2S3xKYLEqd14MfqLeZZs4HuhPecGf0Z7KDVGkcYoG3hHJN66AuTJ/DGnUmldruSSXurTAy5bpFbiv/J02nhMJhf/4OdkzcRMsZ03QJIsqa3BvnNDnfXPshebeOp5odDlmv7nZx3BK3F3dSqDzPXYUvolBY5gAj2UuJRUZ45+AH+PDa3aw4v4RqengHy9hnzsPZehQcF6otdt0b5x1fX85PD0jKdT1ZlGvbmSg/gRA2tjXESPZS/mH1B4lG5nf0l8atxOx5bLSu4LLke+lPrAE0TkTr4EZxQjoSQa05xjou8PtCT8CXpz9IJNTI1RWtnnJIy+6UulKN0GnTRRbS37FGMYwUV2T+F7nocjyviquamiUbjRmQMjknJvhjt5nO90KjQXNz+v/nWHf1XWD31r/HaLVNR7E5/3V+Vvjcr7Jhx2iBpF9vGMHC9Hnhv9Pxk9gYv5rbyv/J2cYrmfweayzL9GPk1+3MdVt3OwN8W6N1iAP5u/zoafcxQkR5qPQNDofFW1BxjlBrth2gQnMP1YBuCMWASCGljRDRriiCUk2WJC9kQebc0MnTFaSd2NwW85JrOSl1GevEGThuAUvGMGUE28x2RfGEr3H9UPlbIS7WNLIcLG5ivLQ5uMvwPs9KvJkzrMt89n9J1OoPC7JMI4Xy6nhemUJlK/vzd/lccbpt9eYBGq3uNLS+B02u222yq53B+jGQOotABjGwRusQOyZuCo9XqolpZqg3R3UBoTAJHMSWM8Yt+c+y23nYj1zZ/jl9oXZhopSnaVPcX1fWYjbTc6plxIkSpeblcVUTx62RMPpJiiwpkSYuUphY/hrghSlj6T87XRygx+rIiN5Q7Nu3DyEEjmr4ZLwGe/fuCbFyLg5LR1Zw4MAB8HQ0zlMtSt44+/fuAjSGDiFYOLzAP+d+pDCIEiMqU1gywd69e1myeCkJow+QLFq0mP379+G6LXThldZe3bdPp0IXLJyHUi1sI4UUtv4/BjU3T+d4CiLkp4oLEMIgIpMYRmrGzdiMTpwu7Q52Fi6JyPwpxQqe16BU20dfah2LM5cghKRQeaYL3KmFmrt3rwqXvaXpSICnWlDZql+abkBixJrXUYGkrdk6zC7xNLbZR8sZ40DxfjY1f4jCwbaGOo7sJpPtps9Q2NZgeK3V2ddyQfQkAoHamSxffppfFv95Egh4uoXcZUvphwihsRHD2YtZnLqAYnMfZ0Vfz2sWtkgNNHHLHjJhInNRsA3MNYOowwWUp7hl7zxuOPoprh//D+Ynz+yOlvgv9dHaczQ9yESX0n6uerdSbezm9sLnuLnwTz4PkbZ68zCnZd5MKr7cT2+v4V2Dv40tDXZX7+PMzDswjDS/qH6Luj+pSxlB4eJ5FXYUfzEp1RZEVwRSxohHFpCOL2vjURAcKj2CwCQZXahxCEbCpxtxNHfSC5Bb6W0zPc8XGg06fuftN2vxD6y3hFi1sZsl8fO5MPN7/icvNP08m72wtObp2WuxzCy9nr1SzQ6CbKi3JtiqNuE4eW4t/tOUcv/J1dsCs7vScUoRxK/Ppr477XabZh8Jc4jJFsiydcph5ctPdfVDqbqti1Pu5sI/6VSTcjpY97Vtm/g+B/L3zqC9qdiXv4M9jQe5qfhvGEaKw8VNHMjf3REIEL68lvQj+Hn/c4Oo3Y9lpAFFxJrPQGotqfhKQLDd28RBuZuWM4YhI5hGlKZTIh5Zop9Z6HgFUlxqUibB8h0mjaVqUyBNfi8CbsIOh1g5fkanl4JHwHWppSyHU1oOrNk62oFDNHS6FUWtOYbrllmUOo/Pr3hVR5ZrspLBbwYcQZueS7UDbeC4NQruKEq1cL2Gr/CgqKgCBXecsjdBkxqmjGIZCSwjhS2TeMqlWKjw+JOPsGrVamwjxcDAEMuXL+eee+7C87TGqRCSZ5/eyvj4OOecfT5KuTiqyfkbL6JSqfDwo5twvIbmlJUpbr3rpyxcOMzwsHb4BgbmsXz5cu69914ct4mHQiB4/MmHGB8/ysaN59CiiRQG69efRbVa5dFHHw7v0zSi3H33nSxYsICREe0QCgRCSBIyS0JGiRqZnvjQBi1ss4+L7fUkZqktmIPsVtuCtIHrVVmefTV7SveGDk8sMkIqMjwlUgcwL3MeAiOMumk9UXNOOoQdrfH/29ncNs9Ubxkrg1R8OaWq3k11S7jMdWFuH7s8dyVHm8+HTMozWSA3drTy3CQcl5ikRCEwjBRKeVycei/vXprgR/s83r5M8VzZZvNRl3MGJa9ffoD5a2vImAGmoLGrSWSpjUhYOPuq7H8iyZ8+PMTtjV/4O+bO0H67n2bneZraz32pdRSqO3hT7sPsaB3l4eJ/hk66EDb9ydMYr2z1i0aMcLJvS+hMPqdBPDJCvXUEKWxcr07MnodlxnG9QKUCHEfTjESsHNXGQX/MVGjL2/y6bXoi2emP7bbJcjyTvp3DeX/1Nl2bE9FlRKzMFBm8Sb/mN+GedISoD0NGfN3JOfwmJC4Oxt6vSnLtV3MdKZMYMhrO6Z1zal9qna6aKz+BBty/jv3VR0K+zl4mMDk/87/YVP5mz+rxZGyFTy3UzZ3WdQ5hk4guolzbxeQ+mJ+5kKOVZ1mRehnP5X+EUnWSsRVcYL+BR7zbGSs91nHsBeRrO/yUpkEiuphGa0JTCakmsciIj3MTCAw6aYykTPrzjo52KVXHNLJ4ysHzaswke9bu27i/3ilikRFabnXKuhAoWQhMhjIbUcrrWk+lTCKE9KM8us8sc4DLU+/lpuK/cNNN32ZgYBBDRnG9BkGE58yz5kLH8+LbY4/qlKYpE3i4RESCuldECpOYSFFTupDA9Zo+x12LqNHHF77w9+SGcixbtpxcYojdB57nhz+6kUKhwF/8v79l6fLFuF6D557ZwV/9zSc45+zzedmllzIxPs513/kW/f39fPKTf40hTQxh43pN/uqv/5zde3bx9mvfw8BQP3ffeSd33H0bH/vYH7BhwzmYwsbE5uEn7+NTn/pLNm48m1e+/DUcnTjMt7/9Tf+cf0XETOAqB89r8Vd//Un27NnDW95yDYODQ9x/z4Pccfcv+IP//SesPfM0fe9GUkO8hEVMpFCAQ5N9o8/z6le/JuwrIWwMI8lQ8jSOVrbScsu40zAwHJMT12lReyGNZm+6iE4LpI7ikRGqjX3YVj9r42/gsfL1pGKLyVemp8XwWwFAJrGGplPqApRqaZtCl6KDafZ1vRyWOcCC5FkcLD9Ky5kgHV9JqbZz0jXnOklOf5wQNosyl7BBrue/8/+IlFH+96IP84P8FrZOfA/LHKDlHOW3Bv6E0/tM/mzbp8MQey65hkr9EBvib+JNwzl+fqBByjTZ1ZqgJPMkvDQXZufxpkUllg2OM7DWYWyzSf8pLZpjHk9vmUfS1jiNv3+6j2+O/Uso1bM8dyUj3nLuKvxjjzZH/UlhbhqXa3JXs634U1y32OUQr8u+m/3ekxwpPtSx0AU72d4W7j78RVEIG0PG8ZTTsZDoZ2+Z/RobopxZx9sLsUziZJLWfL9Q51dlvxlOzbHZXNocgHWN8JkJTLLJU5iYpCzw6zGDd8z7E+5pbmbHxE1Mfz8ngiC4k6z6f6Z1b/4ES3KXsWfiF5Pex8771GNEO0cH6d5Et20ofQ752s6udJGUSSwjGUbdbGuIqJXrquzvnPttMxM6kwIT08xqkXEjFhIFQ5t8WEqbU1KvY0vphx0E4b2eUaAGoxdUxynQlzqdUm0frlcnEV0QBgiC46WMzTqfGkYaU8ZpOkG0dqrGcywyQjKygHx1J47bKWE2/bt3yy0/YWBgAENGcL2Wf5zHaaeXsU508uIYzWkZbHm6D9fnu7ONBI7XwJAWrtf09Upb4dqh9VN1lPPHP76J++67h7GxMRqNOqlkmtNOOYOrrvotTlq0mho1Wl6VmMzy0OP38t0bvs3uPbuIRqNs2HAOb3/ru0kkkxozqVo6alkz+ep3vsSmTfdTrVZYNLyEq656E2dtOIuk7MMUkrIq03IrbN78ODfe+D327NlDNBpl/foNvPXadxJPRLCMpMbtuTVqtRrXX38dDz64iWq1ysjwYl7/hqt4yTmvpKaK2g8yBqh5eR9XqYsvPOUwenhvlxPXNv28LXOAZgccreuI43XiZnN8pIyjlMNg6kyOVp7hPfN+n68c+hxKOWQSKymUn511QRYiSjq+jELlGX8SOUKvARxEBqSMc0b6GkriKHtK9+I4eYSMsj71Vg6K5yk292EaMYrVXThunkCgHfRiExQ4TPeSGEaaVelXcdjZOiXasDR3Ocu91eyTe9k6cSPnZP4XXz/H45OPDfDtI38TnjMRXUbcHuBI8aGOPtQhdsvsRwiJ69XxvDqGkSQV1aHdEXMtvzOyhHMGCqxZd4TKAYv0CgdhS/JbJKbt8cTOeaxZOMaOQ31c+tD3qDX2YZp9rEy9nP2Nx0LpruD5XdX3hzzg3TtFHLrzmIHUWo6WnkDhhJOwbQ3xW33v44aJ/6TRPMyC7Pnka7un2ZUb2Fb/tDn9TmdQiAimkdQFLCFhZSsUeVbKm1Vaq9cV5roAj2QvxVGNaXCahi8U/esUdZ/JRJfD9Os1wTWD/4cFcYPP7/k0hozz8tT72MJmPr1sAx/adtNxyDmdeFuVu4pNl8d420+GuTn/d7MeP3mDOLNN5/y9cKe9d9bhWO3ER/fikSUkIkMcKT5EPLKEhjMRvqum2cc5iWu5v/RfIc2TnrcbHKuDKzA5JfdbbMnfgGVmQ+dSR8zaUSfTyBKxcmGkdV32PexyHiRhDlJuHaLenAgdqVR8FVEzy5HiQ2STp1Gu7SMdX8pE+VlQDhdlPsR95a+h8KaZfwTJ2HJsMzVLJLp9bKDNGmxo04lVVBqjvqKQXuQFAumnnV232CMK3i6cuvWnP2VgcJ6GzSvXd4J6Z66mmoFlxLGI4tCk5VZQfpGJECYoXYzQvqZCCAsprFBibspdhnO4h+mnez08BAJbxKm5EwSKKqYRQykVRhCljBAXaWqq6KeghR/5bCKExJRRDGxsbMoqj0SGzmA7+yM6/vbCFG7C6KeFdug85WLKqF9AUUcIA1NEsIjg4dGihus1ico0LRq4XpO4zFJXRb+tEkPauF4D04iHWrAgMI0YjlslYqQxsKi6Y4D0HdYGIDBkFFNE2D85EtdLi3waBaEZwV0B4LO39RoMRtgA28xiGmnGyk/iuiV+VPmFLp1WdSr1Qz6p48z5eqXqYepSE7/2bm4wqA0Zx6XFWHNrKKliGnEeKvwbo+XNnGH51bZTdA2VD/af2YZT5/KWgTVcbL2q6/NYZIQBNczthc+xdeJ7CAweKn2Djz+UJRORdEriVOo7Oxw4He6OWINImcA0orScfEgF4jjjTJSfYKL8BPvdJxmMOBytRyjusxnPx5EJE+UpzKjL+NEEllSYpsdQssrLYtciZRLHGWdn+S5W25f4WEDB8tyVZJMn85TaRkzkJlXXGeGkYhgJzjFe3u7nkJ6gyi3VW8JI7IH8Xb4DF2AV21QD4NFqTb/wad3AQCOvQcuZIBYZ9iu7GthWv949C9vH5hyrkzL3BXNf/rZpC20E4hhITn8dpjjxChPHZ6aR4TXDcMFAE8vMYhpxViSjHK1v49aDkohP0PnrtqPODuIjHidnuoHm09PiHEuFcYCl7DyXYCh9NrnkGcfe2I62nZx5Ay8c6xREy2bGFrY5y3qbEHbIRVdr7A/pouqtI+ExptlHLr6CR+v/jVLNsKq1HSSYuwMnZRLbGmB75Zco5dIXP8nHGdlT5gbXq3cVXzxZ+h715jiHy09Sru8nG18W4ptL1edD1Z1mqwRCMlF+FtPQlfR3F7+M45Z8B074dCHtvpMyRrm2i4nSU1Pw31NNUW0cJJibAsqVIftk5iXXsjJ7RdgvmmrEDHFRk2EMAcbRMnMIIUnJDAmR8R2uyfPBTPODwvEC3rI6+FQdSrl4XgOvqyLXb7dqdThw3QoLgYOnY0Re6CRJYRAXaRpeQGyrITeOTykFHlJYCAQtmjrd6Fb0CuE5IbebwMClhSEEhrBQ/jW04ojSUT30fw1hEREpJCYCSV2VUD6Xm5R6DJrYGnsnohiYNNGsDUGMSxHw2Om1Sgrbb4v+3pC6UEEIA9OI+2T1LR2UUU0aqhyOdzMcH50o0+5no4s4RXjcTDZjJC4VX90Vju60XPIMXK8RhrjnZy7EFnH25G8lWLznZc6l1hrnHOsKHnJ/1qUvNzl8/EIt2J0KTKQR93l7FInoMqqN/RgyzvzUes5gPY+ouxkt3K+5rMyVPjeRSy55Bi23Mu09z8ucx29lXsH9hVEeLn6ti0XbMBJdofnF2VdwTe5c/nX0+klC7jqi88dLP87f7v48rlviqr4/5qeVb1Nt7Os6T6AdGouM8N/r3sLCRIWv7Rig5ijW5hRNT3C4ITg90+LSNXtAKp7YPp/ReoSHxi0mGh5fPfR3KOViGAk8t4rCYWPmA5wRH+SCQcWieIOPP3uEp0s/nIRb0RNUMra0R3/MFF0LIkJad1CETObTPbfu3bNhpElGh6k2jqCUg6ea2GYWISS1xr5ZMGQvpk0XQflV4aJ+8yzYLeo0Vb27mElEidoDk/Q7f7NMYPI7I3/Cj8ub2JP/Od1gcNV15PFGz9rj1fCpM7IMJNbMEP2eW7tPTJ8ey30ZjGQv6Sr4AD3vZuIrmSg/PWmuaEeGpUxiGnF/vhDMz1zAkfITM0TUBZnEGjLWIn896fhG2MQjw350rR3tbM/7s0Xp9dpkGCnWpK9ky8T1OlXaURjR632WMsmC9EbGa9uoNQ4Sj4xgGHZXdkM7b5KoPdAB+wkcvcnY2cl9b3Rh6yxzQDs+XZHfyeuMQV/qdCbKWxDC5uabb2RgYMB3jIKKx+5rWkaSVsg0QMcxOhqqNWhVR1YqsJnGicA04jhuJfy3lBFMYdN0y4BHxMii8LRGqqrh4WH4lFQtt4wpYzpS5keyNI+b5UfsxsHnkLNkTDtUONq5EzYJmSVrmdRdKHs1mqqGJWJIpH9NExODojuGkNqRs0WMpqqgAEvoSJzEQCBpeGWiMkWLOo5XJyZzofMmkEgEdaq6+hWJwtWOpzB8/VpJexOn/HHh+VHLhv8bnxQYA9tIcmB0O69+9RX+OIr6fa/HYcSaT6N16PgicafarwQMVuReN6VSrt4aD3cxQkRpuEX/hROszb4N08wxWrifYvU5nmQT1UZ7wReI43Tgpt81BukFacQRwmTA1yQ1jSgLMxeQii3GFBGOqhJHSpuRMolEcqS1NfSHJ8pPdDks7R2ovu7hwkP819j1PFq+blLFmTtp8pAUnQN8ffx2SrXuFKOUOmWYtQk9+Xuc26k29vnn6XjBfPHiVGSYpOXwzkebfOnQN/jK4a9wsC75zr4Cf/H8X3LzfoPYfI/kckHcdHm6aPGL/D5+XnvQ72edAggmiIcLX2EgKnmyYHD3WJydzQc6JrH/H3vvHWbJVZ17/3aFk2On6enJeUaaURgFJJQjSUJI5GRMssEGY18bnL5773e/63AdsLkGA8YEg0U2YBAIkFBAKKAcRzOanKen08m5qvb3x66qc+qE7h5JOC8eHk2fU6dq165de6+91rve18UyCTWZ9XNoR5Jnsipxcc/nbqPd1KtHReHQDm139qmyHiFrNJpWCUOPqLSC06RpFak3FB7gX8eBg8GT2GJY70XP+/Pvz3rvwUuD/82WD/HqzH8Lfifr1BpH/806cAAIg5tz/8TxsldR5lnwWXtk1Is6pYiwNnu9/7fSmFbpHCltmq2pF+TAqdZ149Ce/5kWbzYz1d6CLsepujRGOlGzk2dOQ3gpNKfickKqa5Yax4LznG9KHSZkjvrFTT0tlk0q9cN0p6sVw71aFE/PvtWPhqksQ5DNADRsu8iO3JfR9Bhjyc7IaP8NmeOUOVF80J2HbGrNE67EpDLPgUNa1BonECJEKrbJjcwk6X1Owb4XIgiFsJ3erINA4NhV/95i4eW8IXV9+15FiJAW7zm3f9ciRIh+85AgpCfcgjELTy2g7Yj0s+D9WHaVTnfCowXx5seGXUInRIsGhgijC9OnDNG1iBu18wrhHD9qZdFACIOonsHUYjTskkqDOhaaCCNliwY16jYYGoQJExKKlL4pq7RkjRZNqlQJ6Ul0EcKRLaQbTdOEiuhpGNhYNGQFIXQcbFp2zY/EmUJHR8fGQhNKQEvTQghNRQYdaZMUGbfiWq15Hk+u5tK+KAdP+o6kMulqx3ZacE1pDMDC+X0935cPFb8AOKx3NriTUdtqjaMUq/tUylVaFGsH/e9Oyn3YVtupmSzcG4jaLHZiT0TXBQglFxPxsO0iljXHXEUxlcfNUQqNwxSqeylax9kvH8HUU0hpMVN6jHxl18BzSSxMY4T3L/8D4pE1SGxqzVmXvbt/1ykKFJt8+RkmC/f20hE4TZqtWf5g7yf8XZaqQFLAX68Cyru+psXQhMllD3yBxws3U6kfxNCjjIUdbpxIEwktpWFLpp6LoWVDbNk0RakFz5T/mcP524iEJnj30j9UGrde2lQY2BLuz0/z1FyTifCZvfc+j5N9beQVtKgjRKTr+aj7T0TX4dEutKXJutUquk1NCpZdomWVaVlldF2lThynjETOy1r9r2cLL4SaFidkZH7xTfmFmhzgQEv++OhP+WH58//iLRpkpyIBVqjsXhDntrAEWgdTv2wx12pXu3aTkC/eftHUEG01hOCnvZJYimw7FiCr7aaakrLlwkQ8swMbNA/bC7hRtMHvTbM1Rb15kiP5OwOfR8PL1eZbU0oIHmm7T82hK9mjPeXb2/OX6MbbdUapFJH9icJDvsJDp3kSjt6zcJyqP38p8vmCe32VMZGyjuL4zJKJb6baOImUzY6U42CHyGuvpsUQIoTjlDu0ygXj6YtJxTe4DpaKkFUbh/jC1N+77bFoOVUabrrXO2/nNR3ZpDKAOy4hYiwPj7p9uJB5SgeqbRE9i+esePcppYUdcEJtLBp+JMqRNrbLpSZQvG6KONfC0KKERUKlVG0P+uRg08TQI1hOFU0zCGlxovoQLbvMbGuKktWiiUVL1lHjW13Hcuq07Aotp4LlKMoSm6bbToltq4CMhqpeFUDDKWNoYWJ6FosmJSdPgzomJrZ00N2onSZ0PNmwkswrXJ4beVNOuMCRTVdmTLjX0Tt0fqXr0LUJxk9Vt3teJ87jp7m99Om+qTMpW5RqKmzcjkRJ5bw8jx24Ig4+y5XGgnLtoJI9OWXTiYWXIESIqMhi6nFi4aWYWpTp4iNqV+gOsHR8o4vP03tElkHRXBwuN1gbuRiQLo+cChGD4KzMu9iQvQnQWZV9OW8a/hDdE3DnpOiRFPdbOIJCx2pyuD79G2S0iQ7eKUm1cZITdY0lYZuR2BZ+2rqfHVPD3PuNLK/5xlI+duhP/POHzTSvXt5iNHqaz+otZZ3vFp7hmcaPAFjhrAi0wmu1Sv12czkJbqv/kEO524iERjg/cmPg/oTQ+M2Jt7oSPYtbiAK/RxANjxI2s1h2vmMXYi+4I/m3aqnYatLRVQsf+O/Ujufv6Zof/nWlqfrNPf3UAyCISjmV8w3Gk9k+bGSwM9kdGVrYBp/reaZ50YmGevmnuiWxvM+6Cyn6F1aoPvGwt51n8DSi28e1v29HeIPOVjepdK1xzHVuqmhaiBVppRCxJnMNK9KX+tKGnWOxPc+qCj+F85b+dTUtStgcIhNby8Z0W3FkNHUer8++k3SXLqrn5Eb8vtPJJk7zx5emhXFkk3xlF5ZdUqlv2ULXk+4mer6ovEA6TaRskYxtUDASdAQ6S8Q6hkNeW1ylB2OIy2NvQwitg7tURbLU/bUVk9rf9XMOHOask0y3ai5uLUxIT7tce+3reW0M6QnXUVGfWzQAG6dj4+8V5ynTCOlpBIK4NkRDVjBF2I3AGRgiTEhESWhZQOB0YOgEGlJaNJwSEeLK0dKiCDQMTPfaGroeoeYUacoK4NC0SyobJG0caSmiaC2OJgw0dNfBdNOdmoFw/6e5DqZAEBEJHBxV5ODrumqYrmqER0Oiu7huL9LWxiOq/2subtFzcmMiSUwkaUfrVJQ0HIhkL94WVZ3qlXP3mzCC2Lh2teWyzKU+VcNp2Tcz5xxhsvAAC3mY3mTVb+KMhVcxEt3EZOWJeRmMDWOIVHQlc6UnCJljXJd8N/fZd3Oy8AC6niIeXtqBU1O7FV1PkYyupFDZi6aFMPWEv/PU9RTR0Ci20whQnACcnn0rE844txc+6obPNYrVfW5e/9Rwf6nYJkq1Qz6GJhlby6c2vp4/OXSAZ3Nf9Y/T9RTfPPvXiOk273pOkWCGzSVcHnsbtxU/0VO9lIptpNI4EeAX6rz3ftgYNcGFsO0KbTyHRpB/DroxJAKDicwlHC888LxTn2FzHMupLoBv8QpDnj+Y3zCGsO0y2cRpLrt7/774t2YvHibqxbR/fzQampZQ6SOposoLUdjM1++KWsfoeL8GVae+cDqjf01TkbBQgOdS2aB3Joj1Arp40nQuTX+AnxX+tqdvDT3jphX7zSOKX9MORJ5UG0LmGLoW6pmrw+Y4hh6lUj9A2BwnEspSqh0J4PU6HaRUdCW58rNdvIAghMlIcpsfeRxNnccK7Uwey3/O/72mxZRD5nNlKvxavrJ3HoyweuZChFiZudKncFGqFCGfV9VbI4UWYjR5ps9F+qMf3saSsQkst0Cg99kshi5Hw9BjOE6TqJah6sz1wWJ5juFioCTqvoTQQToYegyDECYGFhY6OpYLy7BouMTQGjF9iLrjBR1UEYKpxWjaZUw9ii0tPMH4sJakbucx9RiWU3dToBIhNEwtji2bREQSB9t10zQaVH18ni5CWLKBQKCLEGEirivsqEpdp6Lwe0IQIqYcPWwcL1XslDr6yFsjFS7OS5tKbAw9hpQOSoFIyXWF9RSOtJmcOsorX3XjvFXnzwsTp3YMgvHkOWQSp/d8bxhD5MpPuw6RIBJaon6HYKU8DdB5eebD/MWGFVygX4ymRV2W7cGWTW5Fd1O33bvPpl1iiOWMuLJQHS3tOc9c6Wn1m9Y0M3aVkitFNRTfRMsHYLZNSot8eSdCaKRja90cvzKFQ9BcpYOg7Sx81xWAh2J1b4dahR1w4ELmGOPpi0nGNjCRuZR0fEvPuV6TfD1Xpn7N/cum2jjJ/zy0g525bwbuNRtbz+ZMAVOT5Nwy9UZrmrXJKDcN/RaZxFbevuQP8Salcv0IFyR+yY0+9i4qflqiAwMoZQPDjcK10y792PqDC42SK7sLj7Ryfms/t04ljqY1h+P2/+Bz9FcOWIwJDExjhLHEVqRs0bR68TmdVXmalnDFwf9tsJ//oh243ujrYmwx6cKF+s+LUIlFHPvCzXHK7cp2PeZWSisTItQz9ubrdy/NpeAQbWHtXlusYxbkKzuVFPEv0hynhm13LjSSsLmEVGwT/Z6ZEHpALhEUFMf2VRxsV2rQwsPEeWbZhQC4Ppj+lYHsjx9dwyAdXeUK2Aet0ZrENOIkoutoWnOUakdwnHJHQKBNRm5Zc674eMcG1cUJS1nvSB0LZkpP81j+C3Q+b6+qVdOijCS3o2lh8pXddDo+AsN1Jif8vgCVTjuU+5E/3jQtokiF3YhOexxqPtbQMIaYnpkiRBuO0z0GDT3OWGgp80eCHSy77KZepwc4Dm2s2+LMQcoWEhvbaeBg06CBRYsGdQwMGi4nm2qXTdWeRQidkJZQeD00FzsmsZ0WmtDRhUlIS/gFCS27hulF24QJEmzZUE6aSrRSlyXqsi2TpwmF3dbcvpRIalSoySJNWVXfiZBqCzGaVFGo75ZK90pF4BzSk+haBCF0NKEqXYVQEUKhee2RxEQK3Q2O6VqYhl2g5ZSZmj4x0IFTMKLB8+G8TtzS9PloWpxLzQsCg9kzXYRYmbmGJekLAc2PXEksfl78ewSCgqzScjTuaf0IKZuMRU6b93GX68f9SSIWWeEu7i5eyprjoPUQk24Zu8JqJDgt+ybf4QTc3zsq6hZZzf3lL2I5NVKxTST1cT/PDqDrSQRt9YhoaAk3Jq4LhIYlFrXmLPnaftVpWgIhIoTMMUUF4p8vKOHV2fFSOvzOxBWcZl7NK6KXcrF5PZ0TViq2iYeauzmiHfY/c5wmJ+vPdC0eGvnqfj70cIzf3jnnEmmqMP6Bcp1lcZNz9GtxOtYPTYQ4oR1y8SGdphZe6RZQSH8iVO1utCbRtDBnpt9GKrbR/9UgzcluW9jZaLfHo+/w6Fi8trTPoSZ4tZgtTI0wrwmNlcmLuDp8Kbqe7JKX88rnm/5mwnEqFMq7eL5Oo7J/3RTjqdgvikpFiHAPNUPQPMd8PkD187X5+l9gWXNumi7mYq8iPjB/4d8r07QoISPjC8HPn06l45iFnFavWKjf+V7YuBIigmmMLHygb3ZPZMxyqm4Bl3pm6fgWP2Wo5sd8z1nUBrezchM8Li/PdD3Jeen3+LjbTHwz/ftK+MEBicV08THFNYmaqy5Nf8jVXAaBRr2VQ8qmHxELmWPoegqBwVjqJd7VAch2BC/6Z1U8rGjQOWu15vw+uNC4Rt2dU3P5wZSNpM7mwyt/hUioXxqt3Q8qG+L4xXTeOHCcMoXaIeLhJThOk09+8tMcOrmbdiRYo1NmTQDDIZuQPrj4ofveBpkQJil9nMWNv05cXoOGnceSDUxCaGiUnZybem2ngkEVAtTtPLZsqWIEaSltVS1LnJTicXOq6GjE9CwpfRRbevxvTRCaKmRwM0kRYn56FSQ6hr/iOe7YU1rnNob77AQ6YRHHdpqKmkTaVJ08TbtES9axnbrSckVdy0uZevQkjtNyKVpsbNmkTg2TCKYWRUM9m+npKT75yU8N7L1Ga5L5pCbnTae+eugPubX4KcJGFttp9MUkCRHiD9f+Hv/n0Cd6cF4Cg0RsDVI67kLplUh7KbqFLWSO0bKKHRNHO+QdCU2wJH4Gc419XUS26jivTL0hS4RFElNEOVZ5uAOgq8rgEYabSlHaaNHwsgBxbTq+heviNzHVqHN74aOYxgjJ6PJ5Q+OXp3+TBi0eKPyt/9np2bdyqP5zNGFQa852aLTCuZn3MkaWbdkIf37wz/2U6qB+MowhHKeOJkKKuFhEGE2eya8veRlr4zb7Kzp/fNDDMnopDS9a0vnitUvfO8k3FfN4hWWZy7nvorV8dtcy/ni/UplQkjNNHKfaQ8LcSQGiaQnFDbgIUmegZ3HoPsaT3TKMLKYe60mX9LNBJNG6nkLXIvOm5V9M60fD8Z/NhIjwo/M/yAd272NP7tu/4GuFaKuGtCWN+lvwPQub47Ts8iIlldq/NfQMI4mt/O6yK/jtXX89L7VOsE29KUdQNBO6FgoUFLzYlklsZdw8jV25bww8RqkuHGPxjvXiUsEqnd3EV2zREz1rSMgcw3G6HUHdraSsd5xLRY89mqlOaqOFaIk8Wa1EdC0xc4Sp4kO0oQGD72VJ+kKmio8iZcudLxU2rD2fqdT6oOtrWoKIOUy9Nb0gebOnmQoOY6nzmS4+6m90O0nIr7zsdbzzPTcyNJRE07o37YKISNKk0UHce6rmwo+0CHERpuzUAgGPUzmHocXQpe5GvCAsYjRkGZWG1P37bacovd96UC/lrCqC4obvnAmhIaWDEBqaMNHcc9my5UbLPa454WIJhe9VqMIElf51nCa6FsbEcJOntpsKddy+jFCTFZdbTqWFFcceKK9KogsThLqW5aiCC0VHIrDsFjMzJ/nkJz/Fgz9/tIvqprO3DFLxDeTLT/fvzfmcuHhk3bzaeJ5NZC7lRP7+wCQUCU1wZvQGHi1/VYUpA4v5fPiZ9kuj66lF8v4EJ2DLqTKePIdC4zC20+DXl76LL879kJnS03jKDk4HSaHSLlVt6/cybcjeRFXmOFl+0sdxBPl6gmYaI2xOvIKTzu6+WrK9JnjL6B/QciQJU+MfJv/PIlNmwZ2spiX44w3/jQMlScQQfPbkFwPPz3PSPMdVelU8Lp+TJ5nlVUepc8a4Kvl+7m98m0r9IOolCYF02JS9if+xej2/sfdHzJQeC7RHYHDj0If59tz/oRsYO99i0M1GL0SIK1Mf4K7SZ05Ra9d1nOzqIvvyF2trs9eTlEM8mf/iv3ZTFmW/CNydEBH+bNNHOFmDjx76Y35xmC/PQVIbkhfCSelVHnrWxjr1m8sEIXMUR1pu5eJgzObyzFWkxFgH1jWoqaxpMT6w/He4Ofe9PgoALxwP2nGHzKf0YRhDvG/pr/Op4//3FJVSFmdKjnCGicylbJTbubvwMdepWsy73tYu1rT4In7jHddFa+Q+Y5UShlLtAJHQGPXmjGLU12N9HGn1rC277M5XbXyxpsURQuugUZEkYxsoVffiPTPTGPEJ6bvvSTmobZ4wdbW2ss1Q8kzmSk/6cpPehsU0sgzHN5Or7h1YBCYwiITHabTmfC3XhcybR9WdqGh52BxnSfwMDufv8NuZjG3glbHXc0vpyx3k7/01vDUtwempG8lxnLnaXkJmknP0a7mz+EmS0VWcZb6cZ5yfUqlP0mzNEI+uolI/AtLBY23QtRiWXUTTIn5fa1qciDmM5dRYm7icw9UHCZtp8pVdGC4rRTa+geniY5hGlqWJ7czW97A6+lJKcpoT5ceQ0iIVW42Gxmr9HLIyhYPk543vkI2sZa62l0R4nJZTo9acIRVZwTuHX8ZjcxUaWOwVj5OvHULTDM4NXc+z8gEMLcxsZTcShxWJC2nIMkfzdwb6v78ijCAZW0+tMR0I+nTavOnUxThwIDiev88fjEIo9vOV8ZfyVP0Wt6qyXT7tDfJouLcySll74G5IvVztqkSIVdmX99BZKJ28dPDXTp2RxOnYLtapZVe5OXcn08WH/d2Qwhd4+AqFrXCcapfzEPF3d3ty3yZX208muhpNS7A5+1p/UIPwq2nVPSr8x9P5rxDVs4ymzutzj90haMlXZz7KTxrf55bKrYG+9NIHmhZDYBAyx/y263qczjB+MrqCkCZ5qHqMl4/Xee+Sd3Ba9s107l7a8mKdDpzacapdRtN9udV1HafKHaW/C9ACSKkWMR2T43WdvE8vY+Ozp2NzxJ5D06Id1ViC9y//fzpSFp194UqrOLVA/0hp87hzp+tkexPA4jBbYSNLd4Xbv5YdyP+YpwpfXfjAfyPWf1EPYpYG2SDGeinr/P6ej/H1wn2cGqZmcHVpf/NSXB5c4PlzUioKBMP/W9FMdI6pzhSQRrM15U7E82M2jxXuC2BdNS3OZfFf9ivkpbS4v3iCfGVv4HdCRPh/1v0hv7vmvy+gqLM4G0mezSXpXx/4vWUV+PTxjy/owHVScSg7tTTv8fx93F34OOBxRy7GgfP6XaJpIfqNKU2L+anUTOJ0IuZwzzEbMq9G0xI0rRLF6l50LebKQDXIxjd0cNx1mqqC9Wgk1GYhghp7lttfbVhAtXGSTuWeMxM3Mpo6p895bXfzEbyXTnUhVYSludWQgpemfgUhdFrWDFOlJ1iXuIJMYqvSaDWGes5zbextXJx8b6DCtrO/Ts++lXhkjb+ubU2qtipVI3U/jZZHAdN+Tu9f8mY+9bJDjMW8FLTj461VH7XvyXEq7K7czrH8T2laBaqNKe4s/A1CGLws+loA6s0caxKXsj77ai4K3YiuJ1iSvgBNixE2h9iYfBlhc4RlyQuIR1azNnsd46ntREJZNiSuoU6Z8dgZxI1RRQljlwkZaSa00zD0JNnYOoZYjqFHmHUOUbVnWJJQdFtRPcty/SxGyHBEO8KTzt2YRpzV8nQ2Rq+i2pqh0phkJLaFd4+8jAuHm1yzNM4FQ2nOERdySeT1RM0hdsj7KDcmqVpzSByarVkOlX7G8eKDdLtfQayp/0QYD29jU6qfrqp3xAu2IKA5HV+P0CKcaDxJ0yr6+XuvTN3Q02xOX08yvGzBMx+q3u86Fi22yG2sjLUXf09M2yPEBbV4ONJiqvgouepepFSs0HPV3YHzdnKxBT73MSeCC1LvDpSXx0Lq5ZfSIuccCUzkuguI1rQElyffSySUBWyui5/HdnGZf5yhZ4iEJvqSP0pZJ1d+yo1oeZ95Oq5qYliZvZq3j/wKQU1b7xHqnGlcyx0nVJj8jPFpcg2HjWIVm7OvB1wgt0/kiDqvG7ruBKsKYbovn/R/19nHHobm2dzX+cO9fx/YPSgsgFrAHi78nesYe/JiS9iShnytzaPVpnjoxEO1+1bTosyVngikI7yUyULWsHLMt5D+y1jbGfj3nkpdnX0Zo6ntPo6rH6cYEHgnu8e5bRfdCWzxz0VgLIKrbbD1OhiLMRXh0fU4bdJqz9oViCFzLLA4L/Y6ilOs7Rw4Tpm7y5+lUj+m7lc2eST/9z1RIykb3DEzy++cd4ClRmex2ak4Te1jS/Xj7BfPdHzn4U3b76XVl5g3aKvTVzGevqjjk2AUaZC1rFzH8aey4Wo7yYae4YL42/rihsLmEF6FYLl+3KXjCG4yFE2F21Zhsj51LfWmmjtmyztZn7gqgBv0cIRL0hf6ab1YeDlLUucC6tmm41sCm00hDOIuzZCup3i08I99szTnpX8Vw8jS/X7oukcaDaC46EaS2wC4v/BphePSM0RDo+jS4DLzOp8zFWAkud2VRxPc1fgOD1S+TL15wn2H22NW12JoUqPWnHZJlWFn5YcU60eImEN4m3shTH/8jqcvRmDwtyf+kat/EOVw4R6/nY5Tw9AzbMje6K5D7bHVaClJtGR0JWPxbUTC44wlz+J7xc9zUOykYeUoyWmmmjvZq+3Btoo0nTIRc5QzItdTIcdYbCtbOQtdC1GyJ5mp7CJf2cue8u3MNhTE6njxQbdPodo4zIHmz3Fkk5ZT46D1EMtD2xnSVtC0K5yvnU88spSlrGeCER5ofZ86ZcaMTZTrx8lps0xzAEOPomshJA4HSjb7KiZXj+f471fv4c2rdRKGSVTLMlveoQQHzG0YWhTTyGLb5T4blc5NSdAOl+/ncOOhvt/Bopw4pbXZr6pUDdIggD9ffgbHKVOq7sG2i4RDYyxNX9BuqhZhT+n2AWnGIGi15qoYgOSe2jeYsdq7UolNvvxsVw5ZcyvOmjRak7SsGWzZdAWS26Y0OHsX1HRis8vlo/Gccx+l+lF/ApopPcZM6TGkbHCy8ADtaijdV2VwnDLP8jDVhhqcN+f+idsKH0OFRDeA0DgnehM3ZN7fsUOZzzoesnSYre/holFJOrZe7bK0GOuy1zGS3E4svJzN8RT3W7dyoPUAT02O8kxjkp/UvolOf1CkmsxsPGLedqSt4Rc7dJuUTVqW6k+JFQjbq0KTKIaeDHAheSDmpjXHh579i3mIn4M7QvAcyA5OKdeBWEgnNBFd18FT9EJM5yXp93OqkQVvMdS0MN270H+vdjB3K9PFx3jH+O9hGNlANacyryil/Uz7jfNEZOENXKf14y47pd87zzcSJ3siKkHTOC1+XUfb7IBDp2kJTGPEfc8WHj9eRmD+e5U8WPoCL7k9z7P5b3V87vSJVg6qQnSIhCZUSs+pcqLUSdLrbaLU/Y4kt/OXW/6gL4dmp52oPs7Jws8HtHi++3nhkXLLzvNo/dt9i+9qjaNuGkpRXLTsin+cimQK9uduxXEqNK08ppHiRPNpP3XlOGV2FW5xo17KktFVxMKjgKpCNfQM8fAYk4X7ADVHlWqHegqEVBW8cLWx+9OmFLRZpOwsYvEiwE1C5migaloXYfyiF2FiO3WaVokdxW9xV+M7gTPH9BFO4zyEMClWn3PvT6pNd8fzaVkzPJ3/x4CTociXj5MrP0Xve6Dz2uQVrMhcSaV+gMfyn0U69Y6KW4iGR1nhrGLYGUMIE11PomA5JjcM/Q6NVoG1cisCHU1oNFonma49Syy8hGP5u6g2pslZqjDP1KKETZV9m6ru4HD+Du6s3oyhR5mrPEfLyhMNjbI88RJGw5uJ4OIdIxMsS1+EECZNq8Rw4nRadoUxczMtGsw6B2m0Chyx5yjXjzHJfgqySr2ZY0hOMOccIRGZwKbFUtYzbCp/aLb6HN8r3sw/nDhIsWkSntB41VkHeNUyjbpTYHX6Klp2hSoFN8BhoffNJKlNfpulwTOHRmuyD+a/bQs6caYxTFNWXcdETQhhc5xYeBWmnmJ55nKWpC/wF+2R5PZAI+rN4x0yM4JoWGnC9bfBVWnVxiFmSk8Gjm2nHUNEQhPIHrCmYGXyIjft6HH8RDp2SMK9R0UCud64EImDoSfJlZ7BXgSeSiLBD6kLJgv3+fn5QmUXQouQTWxjbeilDMc38WD5Zr5f/MJAzpfB17Go1I/w8JzGUvN0srH1XJt4B2k5SsupMRRdz9Fqg4y5klpzlt/Zc4Qnil+hXNvPjtyXaQtVu1WeIsInTv9drkz/VqC/PGxHb1+qBUFNIP2fkYq2NpRclmwFdqLj6QtJxdZ1TF561+4SguH2qn9c2FzScQ2JKrzoH031rFI/9gIjX+p+U7H1vHfVsL/LXzzVg1oMuxUr/v2bzXdK38KyCn0cjt73uh/GNKgl/MJMzTtBB6mXGuTU6GjU73vvJR5ZE4jiOE6ZJ/Jf6LqWS/ngqqNYlgcn8RRZ2lX07Wud2gbBcarsz93S5QjIjqhdd3Qb1DvfhpA0mlNYVh7bFXUfBFGoNmepWAtHF1+4Rm4n+W8vvUv7KKOvQ+lt+BXRsLLx9MWuEkPMxTArjc5OM/Q0Xj85TpVma5pi9UDgGEUwXPavX6w+R6Gyk5OFB2i2ZrGdOq0OfJnQQu7Gob28WtYczdYUKzPX0O1Yd6Y89xVvw7aL6HrChdCoY6VbCakuYNCyZpks3Ov/TnEdauhaSBWc6fHAWD2cv407C3/dZ07s5DRsm7eeKyosL/rmsRLIjvPY/MPMzYyxysUUKrhO2Ey70UuNSv0Yc6LAfQXFYWrbJUaS29G1GN8vfoYrom9kIpTAcmrka4eIhVdi2XXCetKFD2ms1LeTiW/GFDHqrTl22/e5mRYby67iSIuIOUwqto6QkeRA/nam6s9yqPZzQuYozVaJ6coOdC3GWGwrtdYcMXOEipxlurWbQu0QQmg8Vv4qYSOL5r6TuhbmsP0Y69nOKuMcjjeeZFim2SA3kgwvIx1V3LU5jjPXDFE9JLn54fUcrOos1TZzrPwww9FN6Jg+6W8wkxa04cQWHyImRIjR1Ll9n0+nLejERUPDHM3fgeNUuDD9a5jGCM3WDLXmCYbjGzlWUGLyWzI3Eg0vZ7b8LN27K0PP+It/vrwD2ypi6Bl3ET8Vs/2b82/AnXxCRrLv7SxxVhILL+Ga9G+6k6j6v6bFWJK+gHhkDdcm3sX7Rl+NKUM4Tp2h+Cai4WU9uyXDGGJDNqhQoGnhNq+dMOlcsEdT53Jj9oOkzeXsqd1NtTXDeFLhIILiwtD5oKLh5QGcXds0HilN8Wzua+RrB3nYuY+nyt+mUj/BZPlxfpj/K44W76fZmubZ3Nc6HAjQ9QR/ueZS3jr2ey7Qu859Jx2uXJJ01RVU+9up5vn54EDRovROtt7OzkETIVW6L0LMlJ8JTI6J6Gret/RDXant/rxa7WifB4y1+zoHnfbCNVbVxF6s7uUjB76P7tJNLEQG22mBdIq/gP/7sUELaaGyk/4RlG5S0f4WCU28KHguwN1s9HIVdpqY10nSuyg2dLLJrX31Ui+JvI6JQMpwcJGOZRdwnApCa28apU/P0f6Np+Dy/EwnEproSQ++JP0+sokzAp9lE6e7GZF2tLTTuXWcKmOpl7Ax+zo6n1+1cYjvTB9lLDw/NdTCDtzi09nxyAqWZl4K6GzOvsGdn7x221Tqg1R8BLFw24kr1A9iO1VWp69CEyEkkmrjMF5/15ozLt4tqC7ROXfoeioQ4WxTveiuo66eab68o32MdIiEx0nH27RMnh0t3kv3mOlUlfDIiy07j+PUAv1q20UFVeji+2zLNTk0mlMYeoa5yq6eNWb+NdfrAy/YoYGfZZJMZC4hmziNbGJbzy8r9YM8VfmuKyWlIkpJc4JMbA3g4DhVnsi3ZfkEOufrVxM2syAd9oj9PGw9Q7M1TcuusCx2DmfFX0vWWI1Aw7LL7Gv+jJXG2eTq+2m05tCFQdhQCg/DiS38zsRNXBC+kbiruyuERia8GkOPkIosx3YaDMc3komtZab2HPVWjunS4xwv3EdYTzEc20QqsgJNhLggchPf2LaFWW2Kpl1ig3Yhy8wEOU4QM0d5TnuWO8pfYKb8NNOlp1kmN2CIMBHN4eTxJH929EE+O3M3SxljSfwMqvYsx6uPUm0cQwjDpb/pPyflqvuwrJw/947q6xfUbl7QiWvvmiUPlf+RmzK/QsgcQcomx/P3+B75rsIt1JszfRfPaHiUNdlXqAtqUeLRVWxN3sTq1BV9r6nrKSZcrqVuYCYIMvHNCBEiGl6OlA5SNmlaJcZcTEK7gyR7nAeQUvErg0rlDMU3kYqtBcCRLUxN457ZPM8593Fu6p1s1y7FNDrxDBF0PUUsNMpMa2/gxdqWej0vS7yH4O6kbU87eziUu41q4xBSOkyWHnUHe7DrL0r/OuuyNxA2x3ld5h1cFnl9Z4+wJH0h2cRm9tj3AZJz4m8krg1j22XCZpZoaBiJ5aaXJYnoWjoHim0V+dsDBcot27/2V6b/mL+Z/DEtq+wOmt7hEHREvCII9XmxunueyVti2QVuSP86H9vyu7ws+SuB6F65dpDPTX3O/az/BN8dMW1jXp4fEawQobZ+7EDrTkHZzJWe6Fv63W3BisVgFEo3Us9bVuVfy4I8aYuxdt/NF7GMhIbYpF008PtTs4UjbPOpLAihuxhWz2xqzZm+7/Ltpb9jurKj5/NBVxXoaiH207mKzkBFNfr1bTd/XLC1vWPTYTx+Vg+Z7o7mbdhOMJL+ruHX8N+WXhb4TG3a2g5gVM9yVXxLYGMVCU2wSozx8vgZgRTZqZimxbg8/SH/njpJtNu4yvbcU67t40T+fsLmKB9ZsYE/WfdOVmauwnOa1XvVuwgKdF/yDFR0Tsomx8oPszSxnbA5Gri3WuMo0VDnZ6LHyUlGV7ImfVXgM1860S7QiVPzv5d16s0pSrUjgd8tPPeAoptpr1/97rP7eXuUGVLWWZp5KS9L/kpgA+/ZcGILo13OvWpXmu2Zd7M2e73L0yfc36vNsq6nKDaOUajuR+L4kVK9Q5ar2ZoiX37WP+fR/B0uIXLv+ymRFGWdSv0gll1gd+477Mt9H5BYVp6DpXt4unYLe3Pfo9E6ieNUKVX3UhJztOwKjlNlpvQYdRcmtYHz+OHJOe6tfoWTpSf8dGvDKZINrSFujBELK+xq064gsdmUfIUvOzdb2UXVmiWqZ4lHxhEIjlajvHd8E8PxTdREjYftp1ktt7CGM6nas0wkz2UidSHgkCDC24bO5afTEW45MsZcYx9Va44n5AOMsJKQliAaGsE0MqxMXgRCGwinUg69dCOxEfZXfrogHnheipGh5HbS5nIO5e/0nTNF+1HCC8POz7+kyo414WEEOqMng8vkhYiQiq2hUNnZU+IP6uXXtQiObM5bNaXrKVd9oUbLrvjEuLoeRxMhhuIbMEWM48UHGU5sYbu4jDJ1zs8McVtxHztyX/bPlY5voWmVOviSdOKRlbTsCoYW7aHy8FiqDT3NluT1PFP4es99dNI4ZBJb0YRBsXZY7T46ys+j4eUsj53PrLWfUk1hPMbTFzOkKc3TOmX2524ZeO5g3wb7M3icNyF10r8M5klaDA3FsswVXB+/GIBPH/uTAeda6BpexEC4ZfUlFubvmr+93VQmL67NT6PyH9066RD69UMiuo6bUm/mSyf/6F+8bQvZi0Wt0ub1sv2/49FV1JrTA+estdnr2Z+7le53YTE8igtZNnEGteYM9eYJvGdyZfq32JZO8jeH/wRPMWEicxFT5Wf86NB4+mL+aNXlvO1l+/j9b2zgY4f/z/OAKQgS0bUuV2i7j7dn3sOu2u1UG4dIRNf534OCuPzlxvczFrZ5ZM7gjsJRnip+zedim8+6KaRAEo+sod6a7Vi7ek3XUyxLXsCRwj2EjIyfAZifZ65Nc9J/LVT33mgVXCxx/2uraJ/TQVfSn4LL48Dz+PW8656TfjuP5D+LaQxzYfyt3F/5Ryy3sMswhoj8XX9aAAEAAElEQVSY2Y7+Db6X6fgWrgjfwC+vhV/d81NOFh4CHM5L/wqPlr7M6vQVhIiyv3w3zdasz9HXvZaEzXGa1twixofghuzv8iRPMeqsYFo7gsThUO5HrnOYYGXqEkr2JFLazJaeQtGKJFwYksOS1PksEevYVfkxo/HTmSw9ysbUK5i0dqKh0XJqpM0VVO0ZmnaFauMkE8nzOVK4G4A3jnyYR62dCDSqMsdk+XGWJc/Hkg1mq8/xzrF3s6NUJCnCHBTHSDkZilqe462nWW6cyYRcwuPyZwCM6Gu5OLqe+2r7uTy+lrsqeznWfIKEOU5GTLCeFTSkzb2Nb1NtnFyAPzJo2cQZSBzy5WcGQrDmjcSVaoc5lP9JYGC2gb4gRJhUrJ328+hFOu2VsdezPLQdx6l1AW/bofztmfcECieioSXUmi54vs+AcJwayejy+Zrut3Wu9DS202RN7BIXX2ATMYfRtRAbOI+qPYupJzhDXEJUNyiKAnuLDfZXf6ruyaU4qTROUm/OdNy7iSNbNFtTPVQsI8ltXJb6NVfbr0xD1GBAoQCoRe3vN13P/7fyetYkL6dlzQYWklrjGMdrj7NBu5CXJ9+NwKBhF5l1DnKs+QQHC3f1nHPQQmQaGf++uo8TLlB2ceX9i0mhwLH8XXz62B/x6WN/1HXeYLRr4JX0BGqY6n5/goPiswviixayYDXgC3XgdH8nujJzbRfNTLRjrD+/qOGLYwspAbx41wlIti0wLir1I3y7+C9FtzJfdEt92vn54LafSl96x7XfeYlFubYP2y72pWARGBwu/oy+74K0BkasB6fogxGcXPmpLq4zwXHtGLeWOhVhbI7n7wlUm58s/Jx/OFTE3JjiT9+0h3NT7+x7NcMYmif6Kn0HwjCG/Gj+44Uv+XNnpwMXDS/nyvgv84EPz3Dd+fv54tz3ea52W6DSvasXyCbO8Psi+G6rJa7RymHbFZSgfLudpjHiU1fZdlEt8tLCNNoprEFFCPOlYTs/rzZOYNmKxHaQKdydKzUowi6Om66xIkjG1qFrEUJ+fysi3P22Kk5pWTM8UPmyUhFwMxfLkuezNHImAoN0fAuJ6NpAHxQqO/lu7mN8ZN9emh1E/C3RImxmOJD/Mbty36LZmmJJ+nwfWgKaG531qk0newIE/U1ye/WrlK1Jnqh8i6nqDuYa+9xvVDZpsvoUUS1LvrrfHS8CxymzKnMlmhbhXcNXsk6bIB4Zp27nCJtZjree5hztKirNKSV6L8KMGOsp14+wJnUlm+Q2dC2GECGONAs42Ey3dtNwimxJvIqKNUXDLuBIi8dKM+wVj3Nn7SvsKd+Ojs6sc4i4Mcr++r08yc95qXEFG8VLiMkExZaDxOFAuUFMJkibKzBFlISTouq0GI+EaVmVU3LgAKqNKWqNGeabe+Z14jyONwUk7XMSaVGo7ETTYqRim3jX+O+QigdBpydbVfaUbwckqdhquicXTUuwJbQEU2+/NBujV3Fa/DouTP86XhqhEwSvaVGMHpoQ4euRJqLrOC37Zn+RrTaOsbv0Y//IM8Kv5DXpd3JE240uTMJmmp9Vb+ZZuZdJZxczThnbTYEoHEsLp6vCTco6tcYJF08jXIyPTiK6juniYxzW9iGE2o3vzn3Ln7hi4VV+O73JU9dC6EJy/5TD4fL9gHS51NphdUOPcEA+xi25v0RikSs/xcnCAxQqO3GcMonougCPnpJCc/nlOiYCpV7QvVh14iC6rXtRURq5nuSZ+qT3ZfVkybz2Bycwb6e5sKk0psLBSdnG8ajJ4sUgPBX+M4RT0Q212wUsrSNMRM9uc3w5zecRrfhF2ItTULGwsyxpVwt3c6j1OVo2A4v2827XorR52+0Z6KD1Hffe79u/Xnxfev3RBo13FjD04mHbi1f7uu2Ua7t6vLed/SI/3ffdfSUPn7y7cGsf5Qy9o73q2g9WvsLOr+k4DUld9G5+dD3FpuQrAv17bua9ZBJbGUlu7+DK1Lkg/raOtnvvSLufNS3BFdG38OoVUZwTZU4cTFGoHfazKP3nDUmpdhhw3Dmwd4OoSHF1ND1GOOTNSwJDj/jznq6nfA7MsiuxGOwX97lgYOhpVaEtzI7rqf+mYptcvUtljlMlZGQGch22Czm88VH3sXHL0pd0BEckpdohWtaMcphc7HHYHKFc9xx0xRfXbM1iuFJih3M/YW/+VgBenbjJ7bHguyBlnd25f3IrUNURT+Q/T7055RfmgM5U8XEQmlsk56BrYQwjSzK2wcUuLm6jowoVH6NlzVBtHGU4vCFQFDkUXc9U9RmS0ZWszr6CbZm3oWkJRp0V6FqEW+eO8ph8kpQxwWz5WSaiZ7u6rJKx2FaWhs+kKavsK91JyMhwsHQPe7SdxMJLkNLi6dbtHK8+Sr6ym4y+gim5l3XaSwjpCaR0aIkWhbpKh69OXMoJ7RBz1d1YssH6yKWczvnslod4ovkDRshQs2x2l35MS9pURZmlch3LnfXURZUpMcP3K7f6lCreM++/MQx+1rKLtOz5Hb9FraQe07Sq7FS6oUKEXIdN5c8daTFTtyhWgqWw91a+RMtS6QOFV/BkntSNvGH4Q3x97lNYfjm2YHftDo47O9D8sK/N9elfY4lLVSJlk3ztQAfhrsJDjIUUN8/yyDmsYyWp6Go8oKVttVMYD5e/zAPWowzL5azQzuTdo2/kzNiNTDaeptaaY6f9U1qtOTqdDenU+0yYNi0rx3npXwFgSfp8toSuBhz2527livg7eePI72LoaeKR1YDOazNv4zTjysBZCpWdvPbRj/GV6T9x9UpjvCx6NWFz1O2nCIXKLqZLj5OIru6rdbgqcgHnRl7j98Y7hq5hQ/ZGVUHoTpYeGWXQFqa/UATHb3D/ktSbx1F8c5b7Se/i6JEr9jPhspL3tkP0+XdnO4JRhxfDURLC9LmqlFLFqeiGau6z2U1NFvjd5YpYuZuL79+9SYs2nmuQdXMeLdaef6QwEEXuW+XZOb0Notvoj2X1fn9qJMNt8zRARSBqbfuL8fymAVqfCvE+6bWuSJwQJvMXcrT7rbOate1I2IFj1L8dTlZjzO2PcnaPk6QiWDtyXwl89mj+C+TLO5gtP0u16THN2zxQ/gc671+IELHwSv8+rkj+CtdMhHnbeXtpHG5xshx3qzJt/xzKgveoHGCNVERBTILC8sqWpi8gG1tPvXncnwtrjaMukbnw5zNNi/UBk6vNo2FkWZG5EsvOk42t44rU+wm587TCOelsM6+hm4Gh0ZocGIXxHMf2vXn4R0nVniXkZk/Uc1Lv4bLMFW6QQtK0ii5XaWcWRa1NXvBACdBLflS7jbJPzu7ZoHcj6GibRhYp61jWHJOFB5CyyWh0C1sTr+Gl5g3cmHoHUZf/dSFYQjvzphMyh6k5OUr143iyZYYII4RGrvw0h3K3AXB66kakcMjG1rHZXErVnmWDs4UlqXNpyDJSOuzTdpFgmIJzjJPlJxlLbMPQo8Qj4xSt42TDa4hHlhHS4xh6lLA5xFRzJ9OlpxkWSWYruxFCIyojxENjmHqcg+V7iJBga/zVZLQJJuVu9ohn2FO6HYBdYgc/rnwJ2yoyKwrEZIID8jEMNBqixrPlH7j8r16RYQrTyDCUPJNkbH1X3wc3i+31e/CcsYATJ1wiP2+H0OCM1BtYmj4f0GhZbfBkubaP7+b+ouPB6Vya/pBLN9Hp/OgumWwCpMOj1k5su+zzoOh6EtOIMV16kgcr7YnhtspXma08x3j6YkwjQ8hIdk00Fnty3+G85DvIOqMkDYOov/tRYehXZP6b4kay8xzK/Yjjchdr9FGKTYeCNkux+hzl2j6Vf/Y708YwspyTeWeg3FrttHTC5ignxQGui11HrTXHw4XP+n3yrHiMH9e/h2XnXckqmycah9kczfZEfDqr1hynys1TH6VlF1mWuYJfW/ZhDCOLricYCq/j/1nza0q2x5WJAdiR+zL3FP6veqhalJeNV1nqrKA9QPSOSFubKkaV2HvXrbkOeufCIAgZKa5OtCtRU7FNhMyxBTE6jtO9CLWfVe8C1VnZqNFvaKo0z0LOREfL3U3HfNaepLQeJ7HXmey+rldtaHM0fyf/fc+f8x/Caesyie06JYOnCyFCZBJbCUaBgv3VHTlbkr7QXQBfhJSvMNC0cNc17K5/dzgPixCnV8Du+XfBS9IXstwF3QfSsi43YrdiyMAiCxHqmBM84ttFFG10vUdth8A97yIocRTGqf27finaZwpRHjg2zo9qtw9ol+z6S0UPpay7TpIyL508lDzLLUyzSUYmfOLah1q38MkTO5g+keRjd27kuVK8h1dQOVlhuh05KeuUXMyy7dRVlWhoAo9W6Xj+Z8yUHgdgOHEamcRWv390PemnMx2n0Rd/JDCw7SplewrDGCJX2cMz8n6fh9RL9z7n3E/Lyvf8dpCSCXRGZlTvGXqSicylzJWeoNmaQWITCS3FcWrEI6uVKLybHXKcMvXGJKCzMnNtR7+01y5dj5OMrWW2vBPRMa8JEUIInV4CfMFo6ryOKnLp84N65wbFHflk/kvcVf0SP23dj2XXMY0RhpMqve1FJHU95ZIjhxAiwlmhV2EYQ4ymtnNm7EZmyjuIhkfIJLZi6AlasuYyTijbX7+XnaVbyIkpGnaJn7XuJ6GPkRNFatYsVXuGcm0fRes4zxV/QL56AEc2ydX2syb8UjRhsEW7mLnGPiy7xpCxllRoOavjF1OsHsBxytxZvRmADYlreLL5Q5pOhZZd8UXtWzSYsfZSqB2i5qiNf605zVR1B/XmcQwjgy5V368R26lQY7L1bI9c1mjiDN449F5uiF9HrTGNoaf7ZIDajvVCwYoFnDhJXBvuIPWU7K7dwXT5WaSs95HlCk6aPyv+XU8DJjIXMZY6B00LuY7XtwPHxMJLqDamfY/fs2rjEJY1h+VUsZ065dp+Vmau7VqkJQd5AguLPc0Z1sgzWJe+lm2Zt1FtTpOTFbcSTQ3i6fJT7HIOU2w6pGSW7gnc26EuS55PgzqV+gnC5hKEMGm0Jgmbo0TDIxwvP8KjzQMUq3sxjSzj6YvZnH0tOqZPChg2l3Bu5r2cdHbzpem/ATROz76V4ALWxmtIWcdxqkxXdnBbZQe2XSYVXYkpokR1MESYVCiIC/RIRaOhJdw7E+PRxvdoT66dtBwqzRMLjzGW7KxW0jg39Q7OSb890KeN1gwbknBm5pcAWBu6iPcvfR/zL779GNi9hU45au3FQvV7NrHNJYJUv+0/8XUubvPjlKRsLChC7m0qBMKN7HYuRsFd0fwEzYMwMf+ezaNRkC4R5WBuPiFClGtHmc/x8LAtnp0rLuH61Lv7RGVP3bz3xaP7WfD4gVGC/pGeQbaVCzmDc/Duu7MCU/VXLzlqPyfJ0FMMxTfPe63+qf7e8wf+0heOJHbP0Z5j6N2LZc3xJ8d+wsf3Vpnu4OpcPGdi9/VsInqKsJlB08KcLPycmaJyrmy7yay1n2133cr/2PuXfHj/9zD0KJ3jRgiDNelriEdWAroPTwF8h9Gy8zRak2yNvYpUbD1BRRjIVfeyVb/SHy+2XcQ0Rlxsq7c5E130IooTdK70JBfHf4lYeAnTxUfphhDMlp+lGwO9Mns1y9KXDOyTq1MfdDnBlLWlvlRk39DTDMXWo+tJomaWycJ9/nwjRASviMbxN1zKTD3GtDiClA7l2hFftUc5bYKJ9EWMJs92z9XmUgXJqL6elfp2Op1Lr02dJrFotqY4lr8Ly8rTsmYxtBhbMjeSjq5C02JEzGHO1y519UtbPOvcQzQ0zOtSL+cRlzf1ytD1bNevIWQkOZa/i2J1nz836FqI5amXMuSMs8I4m5qdY7L6FI/mv0CxsofZ8jPEwqsYMzYq3j67jBAGhh7hcOsRKvVJyqJE1BgiGhphqrWLY/l7qMo8kZDCRVqO4uI73nqacu0g1cYUUqqUscShIvKMGZuIhkaoteYIm2l0LUIklHUd1jS2sJniEEfFLkpazk3zqypvj8h3u3gpS6I6t1Ru5YrEu1mSPLuHkHxb5i3EwisHjpdOm7c6VRMR94EvXB01nr6Yk4WfD5wco+HlNK0ijtMkm9hMuX48wNwPavCszbyMfblO56OrwRjoRgqBxiuT72G/PMbT+ZvpnERjkRU0rAKmHiMVWUGlOUW9leP0xPUcbD1EpXGSRGTC5fbRiISWoGvhwI6x04aSZ7FaP5ddtdvRNMPH85jGCKuTl3Kk8nPCZlpV02KgxOVbXJ7+IEe0A+zLfQ/DyHJp/B2MmlG+U/gsll3l1ZkPcGvp8y5OTbIx+zpsWuzLfZeQOcZo/HSO5buLFnR356RArY5TJmyO9wge96vq7T7P9sw72dP8qR8FfUn6/fzSihGimsO7n/oz99mHCBlDrE9cxc6CYgFfkVb0L4dyP0aIMC9NvYedzr2+UHc0vLwDS9F7XU2L9jhXYXOct428h8+dOJWKxcEVzs/HFuqz+avU/qNaZ+Xw4CrifuYJcw/6TSQ0QSqyYoB6y+LbpyqV2xXMbQHx3nHRFh5fTAHPwuZVTwt0fn3F7/P98qMczN064LjBldGp2CZuSL6OL0//dVDDOfC7RB9C335OXL93YuFnFw0vZ03sEp7N9Ss6eXEqroPV5oPaFvw7EV3nV/V6879tV1UgQFosT13MkcLdjCTPZLr4SJ9zD2ZBUA5rmxB5NLXdpcZQ30+kL+RY/h6CMCDlWHSObU+QfZBIuWJ1aBcNdJtHpWVZc/65Lom/nTsLH3PPH8dxKrRxlqrNIXOMa+K/zBM8zLH8XT1pTMMYQhMGLZ90GkBwVfq3eMz+iaIFERpSNhlKnkW+ste/zkhyO9XmLLXmCXQ9gWUVBrbf08OeqzyHIy1CRgrTiFOuHSIaWorl1Gi15hBaBFNP0GhNEguvIhmZcBWQ1HO2nQZjsa0INGYbe7DtJvXWLGek3sDu2h3EXR7AfPVAT1+rIpVRitV9SGmzMnMVJytPsSR+BjO154iHxzC1KHExwrHqoyQjE6S1ZdRlEU0YnCg/RshMYtk111epYxoZbKeOriknTUqHauMkuhZRRRXNOdbGL+NI4xGarRJCaCTC48R0FdxZm7ySqszRklWmio8zktzGRcZVPOw8yMnyk1wafwf3175OozkVeG6Xp3+Tn5U/71eyCxEZGJCYNxKnCBchEhoJgN7b3G3Cxx2cLD40bw7c1OMMxTchZZ1c6Rmfy8U7D6i8/YHCHcy/m7ew7SqWXUYXgrTMsjH72vaZtBCXR15PKrqS12XewS8PXUPMHGFZ8nzWaRMsC53F2uSVbNIvIZM4HSF06s3jAx04gGL1II8XbqZh5QJEk2fFX0vOOki9ecIlQG3v1sDmKedujpYfxNDTjCW2cmfhY3wr90marSkcp8LP7Xv54MT7SMc3IzDYW7iV/XlVgLE+cVWf4g3wMH6OU3NfNp1GaxIhQsQja9pcRD36ld7uTGdZ5grikZU8WfpGQM5jZ+tOHpyWfOTAD/1nKaVNozXNjtyXVaRDi3G2OItjpYd4y+gfYBopLGwarYJ/nu2R15CKreu4dnvnNpI8k5enfi3QHoBGa5rPT/75wGfQPlewL05tYVkAK7RA2Pr5OnDzpVH+7dupRaa8YwWGOwYHOw715vEX6MBBm1zaGwfSp/bpjRQp0LfE8lVcVMTMkw9sWztiPH+q139PsLmtvJPp2s4FW9yP5yxiZBiL6D0QBI/6Q/1OTeKx8CrOzPySS7zaiSNVMm8Kz9WVyhaeYsPg+2m05jhQ/Vnf7zztSe8chp4ZQEg+v/VXzwhWrZtGFk1L+HOZV9Wrfm/hOE10LYImlDrB4fxtSNmiUDtE75LmYdmGSETXBfDEQQdOHaucQO/7OieKD3ZE4FUkz6P3ED6sRqVg2zqwnXdjsD3zHtamrma+d8Gy5rCsOZKxDYSMDJZd5u7S3/vXdJwyyzKX+5hKlZYMYdlldonnmCw9CsCW7OsD841yvPCLaVR2w2RSO0m9NUcnfjdf2e1ykilHMW6M+XAAlRVT6els4gy3iKut4tOwi9SsOUxD0X/Vmycp144gZYt6a5ZoSGX0rk29n+tS70RgUG0cDki1GXqUkJFEx+R4+RFqzVmaliLNfjL/JeLhMYb1NdRac5wVfy3eOPTGdMvKcZqhqlc3Zm9EE4Yv4dWyK9Rac1Ra0xwo3U0sNEzDLlGWU0xVn+FY6SFMI07UGGJp7Gwcp4mmRRBoJKMrsZ061cZJas1pIuYwhh4hrCdZF7+Cg9X7iRpDJCMTREJD6FqYucY+bKvIZONpVsktXBu5El2PUW6c4HH5BDGRZWviNezXniMaGumRMLyn9Fl3zLtFnfMoPM3rxHlyWbXG0YAM0pBbhRcyRzkzegMKFDp4AdS0GKXaAX+HI5FcGX6tX55sGsPukQtjUEC9XFLWubX8Re4rfJK6LCrmcgwcp8Fdta+zTN/G/zx7mt8+9wB/svoaStYkt9f/ieeKPyBnH+KI2IHtNOint9dtqkq3TtjIsqZDNuXhwmeYKT2OEGEyia0sy1yBobexenOlJ2i0JrHsPMfziqS3XYEmmSzcxycnP0+xuo9YZAWOU0PXVcrk2dxXOZT7UU9b2pWCEkNP8xK3qGJD5tVcl3gzll1SA1toHYtYO+owmtrOaXI7r0m9pUdbtNac5Ye1H7sgTNzrBNMCLWuWHxQ/i21XaTgOISPJg4VPBZzgZ6w7OtQZgkOs1spxjJOETO+ZO37qaX4nSpxS2q29CHfav4Z+6eIrcf+tWhvwvjjqGeVYBTUZe49pn/3UHMQ+7etxkqWioumpOm1j9VRlsY3QQlyVfD+jqe1dZ1COYb8igd4iCg2Q7Mn9M5X6wYDz2Evl4y18wbE5VXyIjx7633jvQ/D8wXG7NHYWf7l5lKXm6dw09Hu8d+K/08kr5jiVHmC+cjxs3xkL3I/rmEmnSdMqBtqfjG0gFl7FFfF3dkSqJUIYNFq9TsvCttCmS9KyZoiGRolHlvY9wnHKWHahKxIj3cxO/zFqWXOYehxDV1klTUuwMftaxTmqpzqKINoEu6rQaTAkQyJpWnnU3KSih906uUILsbf5Mw6U7ma+se71+eXhm9yTWz3XbblwAYFBNnEaiegqBebPfdfHGh6o/gwpbb+iNR5Z6WLnJNHwclV4IB125L7sSpV19qsno6ezJH0BvzJ6PgIdzVcdkbTsMm8feg3rQio1bBhZLkt/gFLtEHFzCbXGCWynSjq+kUR0hTsOHQqVXUinyY8LH+dpZ4+b5g/CVcbN08iG1nAg90MV/RIhNC1EKraRaHgZUS1LWc5i2TUOOA8jhMma1JUurls5/49Uvo5tl9hbuJVD+TsBqDenEELDcSxqzVksq0CtlcPUotSsPE0rTzq6UumvVvfQlFXOTr+NaGiUbGw9ll1jRepiQkYKKR1GopsQLimzTYtlsXM4T7uMTdpLyZgrma08R7m2H4lFsfocaRFja1ZnPHE2jmNxsvIUbxneytWZ5eiYVBtTPdH3kKGUQmLh5TgLyH8uenVpv9i2v3tutqZ4sPBpel/M4ASlKizsDoZnm1sKf+MTTw4KQUPnBK37oHuFJVM7+XBoDMevqJIkoqt5Y/btXBBbzfjqIqm1FjeefpAN2oWUqnuw7SKz5R2cyN9PqbqfYKRh/l13tXGUkj3Z4UwoZYSwOUTGXMk1kYtYk1KVp2Fz3JW+GVzyL9Bp2VWECPHWobeRim0M4AA7TdNiTGQu5bLU+/yJ2LILPFr5OgDH649zr/UAQui8b+KDXJf5ra4Hr+hGaq05bi98jK/NfpxuDbeWNRvYiQKsy76a9078gS/N5T0vKRt8a/ZP2wSeIuLSmqhq23bUKrjzrtQP8GT+ix2pdEXH0K7AGmSyj8M9ePEXWqjPghUcp88X0zPwmn3P9+8bK6dpMbrB+UETHe/oYpzk4DHCT3c9fxPC8Ps+KIkXGUCP1F48HKfK7YW/Yrr4GP2sR8JLhBhLn8drhj7cQZ3hdBzraTq77/0A+pJeNQzVJuHz7A2iahHsy32X1zzxLZ4r/oCC3eCJStt58Zj6gw6AN7fZ/ecXqdKNscgK3rf0Q8iO61l2jXprmtsLH/OLNUDxkS1GxeT5mpQOlfqJwGfj6Yvd6J/uV4J6ZuiZLmde71L70cmVn3LJ2lUR157893CcMoYW66JXUn2ZiK7C9CKQA+YKKRtqPXAzH1K2Ag6641QpVp/zmfgHOZneOPtR6XNu9X8X4TMGU8WHVKEgNrnSM5Sqe0hEV7A2ez0KC70Ux1G0I0gLiaRSP4jEIRnbwG8uexeJ8HhH1CfIodhWYohTaU5RaCmOUqWKpDYXtl3kE0f/ytUMVuPpp4VP4DgNYloWRXJv0WgVKNcOETYzKJnLKKuy1yKExmTjaZduLGjP5b+neGlR6dh0dBXp6CrK9WNUG4cpWZN8ZNlLEUJjpvQYhp7ifHML2fgGxlLnsy6p1l4hwjhOFUNPEAktRdMiNFvTVBtHWZ24lHR8I/XWLAKNc/VrMPUU+dpBhOsOVe1ZpjhAvZVjqvQEhh4l1zxAy65i6DGasooQGpZT5Wj9USYbT3OMGR6r/zMREmRj6/DhXSJExjRJGQ5Np4zt1ImGRogZcKhkUZfFAPWINxYsp47jVNSmYx6tVTgVJ06L9Nnx6lyU/nV/gJ+efasvl9VtsfByNqRejjeh9pMFmff6CDf87VChvQOsN49zNH+HS2Rp+y/jdL2FVdewCpKT00nGtbQrphsCtMBEKXzBa4lpjMyzuNu0nFrAmWi0CjRacxzM3cqXpv6KPbnvAtC05gjrqb47ec8kNonIBIYe4+uFf3J16gYcKy1eEb2UYSPaQZciXVZulXI4lr9LcXC1JJeNq9112Bz3S9HHU+di2TUUx1mxD+FtNxeWJCmHedVEC1OPd/WLOs40Rly9RVwR6KB5EbG2vE7n596/BQ2f0mWwdUcvOgG83eY41YEOcfsOFiYrHswb5/F4tdv0YjD9/1szx6n6Y7i3clntxNu8Z53g/kHvdr8qxhfexnZas/1fx64yGt68oPagt7iuzV7vUyitzFzbE1UBBS/43yuv4ks3HuIc7fKOe+1KxwolrdfLCefxHFp95xnFTB/rM9cCtCWZKvUD2HaROwp/xcOFzyxwfzBfVbfXZ5X6AT578u8ZS53rpwnrjUlfgknZC3O4559f25aJruKqxHsCn61nO5dHXk9b2aA9D48ktqK776rAIJPYwuuy76czOqysXejlRf4brWlqjWOk41vc6k5l5eoBV+fSw1wq8yqJh5LblKC9dPw+1LR4YEzresrn78wktgYYBfplC9oBDQ/7pqTA3jDyETQt6rfZu0a5doSSPYmmhVkaOwvTiGMawy79lxprjtNkOLyBr+YeYbr0eMe8HySj9iqUbbuEroX42xP/6KavFcNEJzWNqqhMEI+sweOr28bp6v5lS63H0sHU42xOXc/q9FUULcVlV6ruI1dS8mhjqZewPHMVAoNNmVdjGhk3EpVkibbRXWvV2ty0Snz3aMWtxAXLynNH46esFtuROOwu3Ipl5ZlIX0g2cQbxyDiWXSUbW088spp0fCMF5xhLQ9uw7QrF+hEeaP4z6xJXMBzfhO00iJhZQlqCplP2q1KXmWei9MYtLLvMbGUXttOgYZdoWRVsu8lxZwe6FqYsZykFtH01UiGNs7MlLjGvZFnqAsr14/zFse9zv/0AxWb/YrBkZDmR0FIqjRMs6Sh46WeLduLOSr2JVEwRyrYnGJtJ7QjphKqqujS+lqvClxAJ9YbBDT3CydYuwOOIWZhWwNAzbE2/UVEXCJWykLLZFzgMCuT5utQbOVyrslse4mXfSfO6r63gw48kOe7kiJhZpGy/vGqnphMyR9yQrMqrZxKnEY+s6UtmW6zuDzgP0dCwn69WC167LHiycG8XXqfbNFYb56sq0dCWDiZs6I4MStnk5pnP8u25j6LrCXf3Rd9zOxIOlNT5r4r/Em8Z+SCGnuEccWGgryKhCaLh5cTCq9yFo5fUdU/9Lv5qT41SdV/fBdeyizQoo+sxas1eZmlNj3VEF9oWpIeRfkVcJwN4t/XQNfwLEOrOp+zQLWb+H9W8qJEHY/BM02IdEQb32C5gdbfz3t+ebx8Oip7rfgTxYOGuRUE0EtF1zDb3EjYzSNnAoj4A02dz8+ES4QnBilikJ9rt/dejnul/b8JdFPvf92Cy6EEp6kH9147ALaaIQ2DQaE0ypK+iP/G3upbA6CDyXrwJEeF/rv01MonT5m0DwGTxMR6ybwtson5euZmfVL5Ev/udLNzrRgbVXJMvP8O3839PN6ZT63D02s9LPadK4yR1p+C3IRZZgabH6F4mFSa5ioZGyZr0n6OmJXhp8l2A7pLhqqpXj8WhWN1Pue7pqQp/TfP6ZtC8Z9sl7mregeM0/LRm2BxnW+btSNliuvgwjlPlRPUJNxIHxWqbTFvKOgdzt3Iwd6uKWvvrd/8MWiy8khsSr+3S3w1uUq5N/grr0y9nWfQc/1w/s37UUXyh5vj1oUuYsndzIH87c6UnFOZTGH6fGW7lp0Qy2XoWQ4uSSZzGucYr2Fn+AXOVXThOg6HkWayPXMpdpc90bNRsZsrP8GT1O0wXHyMRWYZupKhY07TsCqB024v1o2QjSit9pryDhEyzMXsjYTNNvZWjRYOUtpRkaIKmVUITGvnaAbKxdWhaiH2Vu1RBRHgpmgiRjq7EsquUa4eIhcdYGjuLkJbA0KMUmoc7KoshZGRYlRBko3UuGzc4XZ5By5phpvQYx/J3BTDpneYprNh2kZPFh/oe4z+1+apTl6QvYqr4EAoDoSrzouHlHfqh7aqcS+O/xJ3FT/YBi6oB4OmtAYuu8kvHt1Bv5nCktaBOKiinLBYapVjdSyq2nqsjN9FwbJ7kUaYqTwP4aTxdT+E49Tbg0+VKMvQMQ/FNlBrHlGfdwSw/nr4YR7bcsvIXJ4rgOYqb09ezjpXcklNcY2dm3sG+xr2B66sq1JOclXknp4eW8tWZ/4vjKPH6c9PvZmfzJ5Rr+9zqNxW19Ph/zky/hd9YuZT/deRRX6MuEh7n45t+md0ljVxDcn9tPztyX6N3wvcqAPvf73j6Yq4KX8alSwQf3PUZt4+FK5NVcXcx3o5K9Vz3Yh+svPv3Zy+W5ua/PdNJxtYOnGyer/1L9NfC1/AqpdsLT/fvEVog0gJq/vrk6b/DVEPjf+37yy5Hv5u4s3/L2pGWF7IJ8PCWi62y7a4CXfj6mcRW6s05mlYex6myLnsDCZnh6eI3mUhdyNH83adw/YXmfuE+j8VI4imnIh5ZSaV+mHYK1NNg7a3eFSLEpsxr2JX7Bt1VqwKDcGiMl0bfyL3VLweYEzqr1lOxTSwPb2dv+Q6XEL69Dmhagmho1CcPXvjZCpKx9ZSqe93/dsJ7es1bKxynhkAwkjqb2fIOv1DG0JMYeqxLXs3rK3VeXU8NxFgJEQFpETJHsJ0661PX+n2Viq2nWH2uo+WeI6b6MB3fQrl+zAfjr82+ksPFn2HZhZ5+2J55D5Ps5kT+fjKJ07CdBsXqXsAmFduEZdept6aRTpOR1Nkk9XEycgk7Kt9v69m6jnY0vMxPkd8w9Ds8Lp8g1zhAqbqPeHQVw5ENHMrd7tMjOU6VicylONIhoqWwZIOmu+7kqvtwZJN0TGnd1poncZwaIXPU5RzMYupxHGlRa8zQsouMJLYhhEa1NUPLqvjviWcjye18ZNl1XDpa4J+OpPlG/ucczt+OoaddLsOF/CCXAktoA/2feSNxueo+/wF4F1NgyPZDcZyqHwJWGCuVWliSvlA5eHqKVGy9i3lqkwYvZInoOt6Yfh3LEy9hOL55QQcOwLJyFKvPYRhpTjevRheChGEwWXqUZmsq8GKGjay7I5GA5ofiRxJb2SDOU0zetUMu2aGbApYtonqWZZnLBvBRLVzN1mmx8CpfIWDcGWcP7eKA/c37+c2Jt/LKzEf8z+KRcUDj6dI/8b3yN9qElEJjhT7kpkrxUw0e1YKUdQ5ZjzDT1AmjJgKJRa1xjD868hg/yO/jq7mv8Gz+m/SfRGz3he0f9bgydBknGlUypu0yh6srqGdmo2kREtHVbipI+hOm6jHDbXOtb3rBM68a6xdhmpbgtOybT/E3XWTN/yEdOAD7RXfg4F+mv4wFcJZC6GxOX+8z7ndbZ4op8Lls8D8O/5ibZ54J8Du1U6v9+bQ6z6yurySbNmRvCmhHd7RwnnOo8whhdmCN57smDFJ8GPTeGXoGy66ha2GSUZUSPFZ5mOeqt7M99VY+PPFSl6tt8Tb/oiVPQdNYRRcr9QNu9kOtLZ4agSKUj7sRrrbc2d7ST9x7SzKUPNM9l0qX1psnuL/29cBVRlPncX7q3T6MIGaO8pLwOhKRCTU+AnrMZZfUXd1LPzP0Tvkt6b5bklJ1r18Fq2kJl2TfCFQAS6furhcOpjlEy6m5BO0hdD3O2tTVNFpBfHmbGFk937Wpq93Iuug4RhHieylTrxhvT9ErrLPdCKLu/78bt7nGvJBoaNQ/3pINDD3Wtx921n7EydITePKRpdohtmfeCQiK1b1UG4fUfWkRCrVDHCk9wO7GXThS0Z2Nps5jLH0eEotq45D/HL4795cINLaYV5KKb6BplZiu7gRslqcuJhldxVmZd1FpTZPRVCHLCrmZIX0VNWuOTGwNw/EtFGuHXQ44FYW17CqObKoKVGMcKW1i4TESrjpItTVDuXYE04izNCCXCSPGepoOfPTZOE/mKlwVOZ9M4nROT95ANuHxQuoMJc/q4k1V775AKCodZ3DWad5IXDfwfT5r73oF8chqfzCfln0Tk9ZOtmqX8YzzU59LrJ8pBm+HRmuGTZnXkHOOUHUH5UILiabFkNJCyhYrM6oaNWuu6ptOERik4huoNqZpWTMIEWF95pVU5AxTpafccKjDVcn384h9O/nKLpek0MJ2qoTNERqtucCEFAuvYjS2hWOlhxbEYnl2VuZd7G/eR6NVQOIEd38Y/MWW36flCP7guT/pmCw6d3htvEcw6iCUw+Ty/3iWim1yMXydnHLt8wkRwTRSLgP54nfspjHCWfHXckg+MQ9lhPDTqrrbl2pCUueNhVcxFjudmfpzPbqahp5hU+pVvDS6lr8//iecys5/MTaUPIsL9Gv5UfETbgRz4SpM08jOW5Dzn90W5in0j+ybbv/FtCmCEEZgPlCqHiG3WjVYQDB/JEUnEV1NpX5sgGMyiMet9zx/fdofcPeJFj9tfZ/1xoU8kv887Xd6cEq2b/TweXMZDn4O0fBybKfZE51qY/4GvS+DIoWdEcGFom8LR7TOzbyXbZElfD33j9SaJwLjbl32BqYaz1Kq7iEZ24DjWK7jZ6DrCVXFDF3zqxfbsDGMIXQRclUTOiuMOzFyEVXQIEy30CGMlHX3HWjzFUZCE7wm/U6+Pv1n/rmUo1zq6SOVmahhGGksa47R1HkBbrSXpN/P25eP8Ju7Ps6y1AWsd07jzsLfBJ7f8sxVlK2T5Ms73D6uuW3zgijdfHr47ehcT8LmONcm3sEPCh93IUO947Kd2VJ9vzr7SlUg0LEeGHqGKxLv5vbCR3ue4asyH+GHxU9g6ils2WRl8iLqssDx/H3uZsdByiZjqZdwpriYn7e+R9xcwkzl2cB6axhD/LcVH+CLc7czXXqS8dS55GuHGIudzqH8nWzIXEdYRnmm8E3OTb2Dnc2fUG/lWJm8iKn6s6yMnM+MvZ+GXaRQ2Q04rppH0y9akVikYpvYGLqUdcYo/1z4PACrEhdTdCaZLNyHF8y6IfthViRMvlO6l3z9IBPRs9mb/74q9hAhFwIgSMc3u/x2zT7vloqyDlpvXjTug/bgkW44WT3g462nmSs9wUO1b1KsHuwbTdH1FCFzjOHoJpouKeGu3Lc4WXiAUnWvq906vy1NvYThxFaECHM4fwe58lPsz93SN0WnGyk/RauabLHCWcWb05cDakflODUyRphKY9JNs0a4OvleIqExMtG1xLukYBLhcW5Ins+qZJuVe1nminlFjzU0Ko0TxMJjvG/p+9iWebsfmZJY/O/D/8QXp3b5fauiUaa/e37L6O+xzC0kaTvQa3jt8O9xfvq9PYtosfpcDylw5xDQtQhnxm70d24eTkO9RErSJZPYiq6n3MpbZS1rhocLf8dU8aEAGDwIDJdEwuOAcIsq2g4cQK15klFnBbXmNMEIhMCy8+zIfZl/nPkcbQqGF0GqybW50hPcmv/zHrD0YLP/y4F70cwTi/8XuJKs0y2n1HZ4ZOBdbRckDSqesSnXDhJguu8p/Fn4vnQ9zh/u+xLfzf0FmjC4LN3GEy+Ep+1nvQ7c4t8Tid11D4pbrtY46m7s3OiA66CrTX6vKot3TTVXmT1zvmGkfVoT1c/zybkNVgnxzMLmtvp9VBuHewpJDhRu9zMUlfoxmlap/Tu71MdpVSnCTGILQkSwrDnXgWs/B02L+pWc6idq039a5rUusL+Brqcw3IIygcG5mfcSDY2o8pIO7HM/Bw48TkDb5XkTbBeXMRTfgFdF+lDxc/zGzo9i2XmOFO7lzuIn3Da2x+1SuZ5idT/tCKfWgePtrtQPMigILeIXZDjS4kn5OF5xTL9x6dhVt+/Vsz+Y+6HvwHn9ZDt1Hmx9v6c4CgQ/bXyLkJEhEsqiCYP9uVuZrezG0JOYRoqYq8k6VXyEnxT+L6XqHppOmWXJ8/37BZWN+9LcnawQWzH1FMfz9zAeO4OWrLEifSnTrd2cG1nFSHIbe+0HiBhp4uElGIRZE34p61hJ3cpTb+bIJLawLfM2huNbEMIgZA4jXLqVcv0YYRmmZFm07CKp6AoqcpZi/YjfN6uzL8PQBF+c/RrH8ndTqR9gb/5WpGzhODU31QwgKVR2oruZS0UHpBzGSGgCXff0g/vb847EZRNnkC8/O3AHPUhF4ILUe3mg8ElAVYKeH38TS/QkdzZvwbJrVOpHAs5H925mkCWi60iHV/oKBx6epTcaoPBdS9IXULfz5MvP+N/EI2sCfGdjqZdQbc1g6nHS5nImK09Qbx5nW+btFMV0F4+b8Hc7XlsnMpdSap6gXD3Qp590lmUuRaBxujybX91gcP9MiO8UnmSfW+HaPrPaFcXCqzCNGBea1/Gz+j8RNtPkSs+wNvsqTlSfIBEe5/r4NWxMa9xyIs99xc+0cYi+ksRCu/RBO/wQ71jyESZiGp+c+jZb9Su5t/DxPsd6u1SXNykQIZyfNd6LIijg9IhLYtwvsjD/7jwZ28AF5qu5vfCxea/3X3bqFjLHWJrY3pfDcLAtNirlme5HIP4tmYqa5P2/+4/NYJQpGDXvNxbb2CyBQTS8jGrj0IIRteD3g9+HNj62U/JsPqxe8HvDGMKyCorH0WnSLi4aFB0MRt5652HBsszllJrHOzBWp64EEo+soFzb39MOT4XB0NNYdh5NS6AJo4cOZXnmKppO2XU0BvVf+/NUbBMrwueyu/RjTD1OvTXd0a+dc55nbbxdNLycSyNv4seFvyYaXhrAlHebl42qN0+gaVE0LeJGCzWioSVdkUaPm64dYW6Pi+6q3FOzdHwLa8wLebLwFf987fVNzevLMpdxNH8nHr5T15OsSF3M8fIjSju2C0uqelStB0KE/O8FBvHoKi4Nv5Y9Yi97ct8J9I+hZ5hIns+R/J2EQ2Nutk5pxUZCSwIYwExiK9eEX8199r2ERIKDuR9yevYtnLR2MlfZzVjyLOLaMKuctUyLGablAU4WH2EkuY1aa46JyNnk7SO0nBprjPM5JnfQcmqUakdpWTmi4aUkw8soNY6xInYBVZljrqaCTGEzTa78lP9srkz/Bj+r/KOrOdtLb+Vx8oXMYUVM3JzyI5wXpT/ABZkhDA2eztX5af2blGv9s5HzRuI0LeGXmneaaYxwmn4pg/hLRpLbXfxW0IQw2GUHGcFPi2epOzb58jNYdq3H6fLIJRcyj2LDv5YWYTixNXBMMraBbZm3ILGZq+6mWD0Y+L7WDPK1TBUfpFI/Rql+lMOFu/3B8nT+KxzK3e72TTvS1EmbIkSEDy65nHcMv8mtcOo2m2P5uzhW+BnXTkRpOYJPn/wyB4t39Ry5IfsaQuYY1cYh1pkXcUY2Sq05zZyLK0jIDLqudrtfy32Zz558hp9Xbg4sAooiZjGB18F9/VR9kn1Fi2pjivuK3fyALompz6GnJg+FfVvchOK1V2nx9Va6LqaNAGearyCumwte77/s1E0TBik52hWxWfBXnErQXyACEe1/eRNd0SN3lx9w4EL+sUFrjzmv4r37897j29V8XiXjQrhhrYPhvR8J9lDyLDcl144uK43g+YiVvQhN+xjlQNg4TqMjAjOYPkZh0WIdn1hdc7p0dTGf6/hsvnRsu39NY0Tx/knHp3/oaYGsI0QYyy4oGpD4xr58dkfzd3Sk+jrHprr3dHwLp2Xf5I/zWnOWaXsvuhaiYeXauGOfCLuzCth7pqrtTatIHiW51Y0pBwKRqVRkBcmOLM+N6feRiW8GHDLRVURCHk2WcuCi4eVcm/oAy1MvZV32BjzN19Oyb3BVSdQ9KZ7P9nNNRNfNizEuVHbyXO02Lku9zz3O8R047zzDLHdxfMrZFWhsYxut1hxL0xfwhpGP9FzDc+AuSr1PrUmuM1Ou7ee20mfYm/9+T/+MJc+g0DrCcPIMDD3aEZWyXbJlN7OlJRg3T2PWqnGi8BCHC3cDGmVmWWJsYU36KkIixvHqo9xd+ntyHCeipTgt81pmSk8yFF7HCkdhPCuNSXY37mKq+ChzpSddR0w9n1LjGIYe5VD5Xo7m76bemqXaOEql0Rm0srmn8kVa1izR8LIedZPR1Dm8Zuj3uDL9G2yKv4xoaIRO9oWnW7fzk8IhXjLc5Lc2O/zByrcPfFbzRuIS0Q2MR89gX+67fTFXg6Jwf7b5f7AyavHmx/8Ub4eJMFiZuZxDuR8HHlJ793mU7Zl38lj+c+43LzzFEo+sIR4a81/W0dR5fGDJK3hytsX3in8X2OkLDNZmXzWvbqt3nGFkaFkzbMjexP7iT/oWXRh6hi9s+3VesmSaDz80xB31b3ZhvdSu9Zr0b/KseAxTRDmY+zGDdQ/d3bpbQXQqGKJ0fAtpcwWH87ct+jft67YHViaxlUJl78DImKYpyZW2NqXDW8f+gFRI4++Of9Sd+NR9z1ft+uLY/BW1/2VBC5vj2LL5rx79MowhwkaaauPEvzJJ8nzRXjX/CS3UAwsIWm+E6flU5T6f3xjGELZdXVS0ro1xouOY/u/P4trSe63u9cNbF7qxVe1IUgdW1/3tkvSFrGW7m8npX5UrRIj1mevcaA4un1kIgdYHSjKozTqx8HKE0AKZGW/ut10iVmhrmhpGlpCe9J1wQ88wktiq5CiljUCQiK2hXDvUE6gImWMKPN8H+qO54HrvHrKxdTTsIklzgmP5nwKQTW6lUN2PrkVotqaUM5PazmTxMZcwNk3YzHbci+CG7O+SCuncfPLPAAY+03hkDdX6EUxziEtib+Pe6ldwXGy4wqB7BNDKkQ2ZozRb01yT/m8UqfJg4TP+c1qVfTmz9T1UGyeIhpa4uPn+EdCzMu/kqeLXFGmvMUQqupKEPsbJylNkYmuou85bpX5CQaOcMvHIGhLhcdZzDk80fsCS6Fb2525FFdfFSEZXkQ2todA6Sql2mKuT7+VZnmSD3Mrjzp0UqvtZkjyLmpWn1pwhbKYZDq1nsvoUphHDkRbrQpeQkSkOaLs4nL+TuFvc4DjtDVi3mcYIll0OzGep2Cb+1+o3sK8E3y79lKo1R6OVD6hoXJn+Ld67NsrVG45wbDrNmXd+rO/5590eV+tH/NReyGyTuiocS1vTDwRL0heyOvtKAP528uf83f52VEpik01sptg63vPQ2rtPm8fyXwAkq7Ivo3eHqxMyxwJkjN2mdNTau41ac9qtsFWW0ic4UZXETa1nJyex3Hud33mUWFiu07Yn9+0OB04P7EAtO88nDszxqV3j3FH/JvWARI0gElqKaWQxhc5U+WkO5m5lInMRL0v/to/52px9A0vSF6LrcR8bImXDf+F0PcXF6d/A4+J6eebDXZVqylaa57JSbu75fGELTpKF8q6ehTVkjrE9826GkmexLfVaIqEsEovlmcsR6NxavQXLwa/CFe4L/8KcK7EIXJzN/EoD/2Wdu+RGa9Injv7XNNsqUqkf+AU4cKcq7dXrhAS+EwYRc7SjsrXf+XsduNOybzzlKuvn8654Wpdeu3Q9GWhJ7/m7I2z93lF9gXfKqxLVCPZH8HfeXHZ25pd57fDvBdviwik83FkbgwUnCw/wYOkLbjsHt6NgH8OrhLftMlvjr2ZV4uKOVga5C2PhVYymzkWIEKuyL0cgqDYOBR04EUJiYTt1wmYGTYsSC3uVuZJoaJiXx9+C17e2UyVX3YviGnSQ2JxhvgytAw/ntUHXQl1ZknYEUnMF4yNmFssuM1V8iJZV5ZrIheh6AonFXOkJbLvoF544Tg0N03UKJY60qPr8dKq9txT+hh9Uf4BEMpI6u4P3z7uuwodWG8eQWLSsPBqCSEi1w3EaSNnENEZYlb3GP+8rEu9iSfoC7ih9igcLn/Kfk6bFqNqztKwKy1MXu6TNgyAAcfY1f0Y0tARQ+q8xfZgj+TtptCaZq+zB1KJU6iew7LxPs/XLI2+jaVd4sHwzll1jsvoUkdASv5CuUNlFxZ5myFzDytQl3Nv4NnONfRzTjnJV6JUINEwRI+RGMOvNHHnrCBIbR1rUmzl2Vm7lkeYtTFcVhq1SP0KjVUAIDU1LBLR5PVMKR16KWz3b88xXYUtYl4T/u+4ixszNaG5EXYgQmcRWbliWYCjUYi4f4/97MtlzXr+/Bn5DcPLQNAOTfiBTxSJ+jriEk1WVDz5SuJu7Cx8HVPRrZeYa5kpPkivv6Hud1dlXuqlJ9cDnGvv6HKV0OtV3uiIARoWFl2euUrJUyfNJRFfjTSCOUw4A0Pflvs8/TH+OA/USzdb0fLc+0FTZ94rAZ5oWY1nmUn5n1e90SL3o2MLi28WHqNSPBSIckdBS/tfa93Bu/I3cVv6s38YT+ft5yL4ND0Q74Swjq63g/MTbOTf1jkArQIFJQU2GS9IX8OZVoY4y77Y9nf8K9xUXw+rumY6mJVzag/Zk3A+AvjSxna3hcdZpL2Ff416/COVo/g5UCfnTfPa4isiqc3hFGoPJLftb98KzmEjtvwxg/t+fuX0pnV7n5IWcdRHOSS+oufuAF1cKrW0vTGmge7xpWgjTiDEeP4t2Km0+E5jmEHXKLEavubcgSl+w7zzBeM8y8c0+bYWqvnVbMlCDWPcdJ2+MZBJbO4qYvKjZIIdYc8+vsEqallAKGN3vruugP1n6Bj+qfA0hQqTjW/zzKpWAaheURjmI81WxekEGQwvzxtHfRYgQI6mzebr8z+zJ/XPg/IqgXv3dtEs0rCKmkeFY6aEu59W9V1dWKx5ZynmR17I6fRVLY2f50bNy7QiPysdJxTa699ik0ZokFlmBp617X+ETijfT3YB6Y6rWOOoGA5Sgu64nEcJUoHYRwnKqLv7PYVnmcq5PvpV7G8+60lX9Nw/HCm3YkhAaw8kzAkc4TtVlirCpW3nOi70BIUJucGGEq5K/2hGUUM8vT5mwL8au0qota5ZjxZ/77fhB6TNMFR/teU5DcRVEaLQmGWI5u8XgYkXp1JHSwXGLVDQtTLF51N8I6FqIuDHmp8mFiGCaQzxYnqRcP46uRWjZZaqNQxh6lHRsrUsXIslV91F2pojLjHK8hMGR2sMUrSadEnmN5hTZ2HrGjS1ko2tJh1ayLnklLbuoVBqcBmEzi67FSEdXUm2cQBMGEscvCOm0VGwTF6Xfz6rsyzCMLAe1fRyuCG5ae5yvHoA9+e9RdfnudC2GJgxKlqBi69x/coQHnZ8P7K8FgCrtl6/WOOoSwXaayv9LLG7N/7kfCpSySTS8FCFCzJSe5GjxXje6FjRdVyKvJ6tP0epISZaqezCN4Z7jW1aFauMEYLt4Np1VkQvQhUkyuoqmrPKK2Bv5zLbfZ0P2pj73ozzqMT2+ADYkeO+dtj77aqqNIHZuTfoaXh69iJtzd3c4aw6P5P+eQ7kf9VRM1Zsn+cvjP+SRytcDzp3Hm+NNlncW/ppduW+wVz7EU9Xv0g75tyOcD5T/gf3Wz2k6Zb50sEajVQhcayJzKcsyl55SZEPToowkTucdw2/xtQOVc9q7+ExVn+FgvYSG5qaLux0BSb9IwsJqB3qHg6EHqtRUVGEQ9cJ/2XwmMEi7E6rEflGcppek39+BnZ3/vVoI6/V8InCLw+cFIRwDz+VKi3UeEzLHSMc3Bo6z7RLZ0Br+ZPW5jKcvWsS5lUC7ivZ7GLV+UobK+qXWFuq7drWbslz5qY7ztFOTg51tO+A4mcYIf7z6Ri41X0lwPlTtH02dRyq2qWOxtzGMNEiHukuU6jgV9/3vjs4pU9EujaQ5oeLrXY5o29rRt1h4lev0Bb+fbu0GN5pSbLVcNYPHVCSki9es2Sr5Dq5lFShV99FsTfWBE3j3eg4Cg1J1PwkR5kD+dvbnf9y+uqxzOH8n5YDkEsRCIwQ3EIrjbVX2ZT3ObTS8jI2pVxANjSKlzbL4eSxNbMe2K4DGFalfJylG+Vbuk9yQ3soW7WKfraC3u9Q1BQa6FiFtrOg9BrXxsu0m9xc/g5QtQkYSU49zf+PbyhHzNWGbPFL8ItOlJ9H1hCvnGOfy9IcQwuDS9AcQGNhW0a3KVVf3xs1M6TFfn3iOo366u5/pRorhyAbiLpeo0p/di7eBcKRFwykTMsdIRNchZYuR+GbetHTcj2h6VeiWXSOip3wMqePUGdZWs79+L+PhbehaGCkddojHSUQmmKk9x2rOIhZZQaF+kDnnCBomG+UZnGVscKPvSZYlzqPWnCYSGsZy0+MrU5dgWXNUG4eIhpd3zAWCm1Kv54alQ/zPFeewPnk1+3Lf50TF4u4j4/yk/m23IrXptjnPXOkJvjl1iG8d1rlrUvD+scEY4VOkGFEP1KME6X2RVIM1LUG9OeUSzTZxnAbna9sx/JC+IreT0mIseRa1xlGfdRrUjrKzdFjtSiWN1qTv4TtODU0LsyP3ZQ7lfkShspPJwr084exiX1mj5Ex1NwyAllXkn/P/F8PIdAkkt20s9RIuTn+wrw7s3vytXROs4FDpZ3x59vMcz9/T8bkCtm7OvqEj3OyZzXTx4UXRVAgRIlfZ4+I51ORq6BlGktvRtDhnJt9AtTGF7TS4o/BXivfOTxcI3p69nNelLlk4AtJlr4pdw5fz3/Hb6Awoca41jnJv6XM8Xv3WKZ1/4fRWZzrUDizunVGFoL14tCP/UU1iUajsRIH3wy9K2jJK2J0MmywckXrxHe/FpRs7xobo71AIDK5NfYD/d/1HXLFuNfGno6vIhNq7a11PIUSYo8X7+aNDe5mt7DrFtqirSdkiGV2z4HFq/mtvWuZzFBcyie1DG2A+bWBJy5rh9/Z/jVsKn+h77pni45Rqh/w5WdNipKIrUVQlAqUY40X9HDxSXp9ywpVGkrLOscJ9AD5v1nym6yFM1wHzzNAz5MpPIWWdI4V7uDX/F26b+0dgFaGsN4+rQITXLiFCPYUAs5Wd7nxk86PiJ+mWoAPdXeuCHIT56gES0bVuijiBECa2U0f4+t3+0WyPvIbdpR9Ta04TMoc5VnmYonXcLUgRPOX8lMnWs0TDo/z99Dddx6vREyTonOt1I0Us7KVKveKzjrVAOlwefSOaFkEIk8vCr6HemvZTyapfvGikxWjyTBLR5TRbM3iC8VJaPFj9ursp1Hy40VDyTF6V+bB/qYnMRZjGCDYtsoltHXceHM+WleNI4V5my8/2PDdNC2PZZRp2EU0YrjSYw2TxEZ4rwEtjbyETWwNuRCwVWcFsZbdLkaNksAQaE9GzOdnYwai5kUx0FSERI2OuZEX0PFabWZpWSUnwYTPOWl6+NMl3i18EVJGLR1+ma2osxsJLacp29LHenPKfb9hcwtKYxpnpGnHDQUMnHlnJ3a3b+ePDz1GqtbGKoJg/1mVvYGtoOTubJym2LH50Mt/TF36fDPzGfYTeySOhCZakLwBga/JGNiSuoVQ70vOLkDlKIrKsixbE5juFT3fsFB2qjSkcp8Zk4V734cTYlnkLoLhzjhTV54aRZjy1veMhJvxz9gut78l9h8/P/tAl3OtzR7KO41TRtVAXBki4E5qg0pzigHiaqjXHxuzr2JZ5u48Z6KTs8JxLy5qj0ZwKDEZNi7E5+3rGnQk33DyfDXZopGz2VFe9Ov1+fm3JdQzFN/JE8Wv86fpf5ZeHX483CNpM4pKPH/8i3y09suAuvtMcp8xt9ftotPIdnw1mUnecMs3WlD85qN2+x5QuOv7u3c33t4WoEGTXcYN+/1822OSLhju7u/CxgaDef4sWCy/jNUMf7lk8JBZ3VD7PF2ce9yvbAOYqz3Gs1NYvVDAGB0da7Mp94xQ5A9t6rwJBrTk78Dg150iE0PpiXZ+ftSNaAoOwOUT7fel9b0rVPV2b1nb7VeVpewwtT13Mq+PX0V5WpEtTpfBpXtS3c3Pmn1WLgNAQIoShpwc6qkJEKNeOMFN6rPNTMrG1/l8eS4BymhbmmfPMW3RHk2czETvHj5RFQhM+dAV0IuZwoH0Cg4vcaLR6TrorfL8Uyy4qPLTQ0LUIUtrYdrGP/rfk5+UvYVtFpHRoWXnqzePMlZ7gstT70PUEc5XdNFslLjBfTal2xI94dSpWgOD81Dt9RSHbLrPMPJOpxrMqSupzxbXtzurN2HYRKZv8uPyFgJNvGiN+KlZiY2oxJkzlgFl2nntKn8Gy836QoTOiVKwe5D6rfZ+TxceIR8apWrNKo1SLoWkxVmavdp1m1b+J6Focp8yy9EV+oCUZW8t4+mJem/1NHKdKrvw09eZx6o1JUrGNOE6Vr+a+wpR2EikdP4I4V91D05rDS/+ui19BjSKzltKxTTvDGETIW0c4WryfQ9X7KVgtLLtMxlxJy6mxz3qQA2VJyEgSMpNY1hwCg1h4lapaLj5GOrLCFbN3n6bbB5oW4+LYWxgOSwxNsiJW45XpDbx77O1cGbqGQ+V7fYJfb8NzWeiV/L+rtjLTaPB44Uv889yfcW/hbwcN24UjcUJEuD77EdbGL6PlPtwn819iR+4rfUP+jtPsCH22LSiULV26Dsl4+mJWZq7Fcao8nb/Z/d72CwYsa46qNUcnzm1+k0wXH/avpeupvmDDevOkf4xhDKHrSTdvr8iKj+XvolQ7zMHyPVREvuf34dAYbxr+kO+4dEuwjCbP5PdXbuCR5i1Ydt6PjvXf+c4fveie0L6T+yjfmTlA064gpcWJmuCW0uP0c3rqrWm36vXUIiCFxmHGYlsXPrCzjbItTCxlw01XSDVpS7Wj86IbAoOh5Fmu4H3QgiDsea7Zg+1R0c/BmJ//sv+81h7/lfoBvl/4dN+omWXNcaj4UzQR8hc72y52pNl0d3y3kPMQcA42L6ImQWjzOIBqIfeu31kB/2JVXCupqc7rz7cceATeg2lKjhTu4R8m/xRwGEmdDQifisM0RphIX0gnrq5TZmhr8iZ1felg22Uksu98uT7zSkaS2whufGWXU+fejTB4y+hvn3IhyVTxEWaau9X9YigCeiw0TQHea41jARiCxOKB0udpWnPoWgSBIjRXxQQallVgLHUOISNJv8igNwfadtE/77Wp33Cd0JDvKElpUW9N89PqPzKc2MKvLn0/bZaIdnXxmtCQX7jn4S/rzVxP0EKICBIrEIBQxRGdwZsscWPMdaYUPczO/Lf8yOVrs7/ZN8ujzu3QbJVUsYgIEY8s5SX6y8mVn6ZSP+jiHi2mqm2uVsNII6VDMrYBDR3bdZ4r9WNMl5/isJVjInMpkdBSwuY4E5lL2G6+Al1PUakfYW/5DhzZwiuYtK1igO82L4+jYxLVs8TCS3m09I8cLd5P1ljFSGIrjVaePWI3hp5gpv4cCX2MQnU//1T8EYXKLhqtvL+hykRXsSFxDUKosViq7gOEu/lSqeSN6es4K5Pg4Wmb5ckSy7NFNAEpE/ZZ0z5FinJ+FWXNs3IvNx9ocHvp04uiWFvQiZOywUPOPRyuP0Su5HV2f66gaHg5kdBwR9o0+FD7RZwmCw9wOH87XnrHY8LekL3JB9mGtLjfUadqISPFRPLcns9HU9vxK4nsKrZdYqb0eM9xLSvPVP3ZnkKIevM4X5/7eE8o27Pp0pN876hDxcVISGw0PYapp055V92r3djk6fzNFKvPIWWdjx78E/bnbun72+vTv8HyzOX+vS7WyrX9Lh3M4tsYpCmQOI4H4nVZ+YXm91c6sZlhYy1hM91zrsXo5EJ7t9PdkkHPpB3d+C8D+nJA/ucw0YMf6zTHrrZB010bKDUPKaD6C3WmguM3yInmRTXUeB0896kN6PzzSTK2gf7vvxeNbWdMBpknIC6E0QOS988m63hO2kzpyY5vBNen3huIVOBv9GIYRpon8p/Ho06SSITQfWWDzmewr3Abq8V2Im7lomebs2/ocfiy8Q082tozz3wwyGwKlV1IJKY5xHjqXECwMn0pQpgKiqMHC088DFazNe2PCxWpVNJJs5XnqDWn+2wwBavjF+NlLFSmqMzd1Zv9CI3j1NrqCU4Nx2liyxbPFat0VwsLDL5f/pqfPgSbXcVbXG61Ni2LaQxzTvrt7XZiMZ6+mN9e9T940+gfurhQnVJ1DyVrkpXJi9D1FEvSF7IkdT4ePcx3Cp/u0786l6R+lQ2plxMLDTNb30MyuoZy7Qh3Vv6BAK5bNqk1jvp4ettSzm/EyHCy8pR/bsepYttFGqLBNnk+ttOkZZeZLD3KbvEYS5PncW3qN8jG1hHW0/483+ZoVePfEGEOlO7meOE+MuHVJKOruD79AU5jM4X6QaKhUUr2JPHIuF91CviBISW3aaHpMarWHEcaj2AaGYqNY0gksfBKWlYR0IhHVnOmvp5/Kj7ETKvOT46PUaxGODtj8bqVc7x6dCmJ6Aq/fcnYWlZkruSSyGYimtG1SZzn3Rz4jW+Sk4UHlJJCh+PmAVA7X7ClsbOp1A4xktjaE/0aTpzGtsxbGE2d1/GpcAWUOx+q8qKPVh8CNHQ9yVTxwQEL9mAz9AxCRKg1jvawywsMF2Sprnl+6p3EI6vpdkyVM6GRCi/r+a79fb/OFThOjW/N/qm/m784/UGWJS/gzcPvYVPqVX3bnI5v6XEyBk/QsuNfgxeTp9lBQgyzPHNlz3eaFmMs9RIGTfCnFr3r1Bz0rxCYZNSuUJ0zX36GfYUfkXAJk+ORNQNBze2KOXUd1SfzOaVa3+8FYiBJ6H8+E2haf5oWISJ9I6T/8tbt2Dz/8wSjMfOP7c73qd8GyuOdenHT9v3bpCIj7fRnt1lWjlWpy+Z5j3Erxl8YFtFLsUnZ7HLQ+puKfniR8TDfmfuLDvlElf7T9STvHv9troq/y/1Yc/tV3a+3iEksIqEJBEqVYEykO3Be6p53F27tgnwIZoqPs7twK733rkTc59/QqbRzszXNZPERQHIw90OkbGA7VSw7mBHy0oiaFu/A0wk/JXte/M0D5h7Jrtw3AYnwCZwFjdYknjyTpkVpWDmkbBAJLSVkpDG1KHdVPLqVzrPZVGqHAkGPtsyhw0hyO7qewrLL7Gnd6/efECFWcDoO0LQdJSvptneu9CQHcj8kG1uPlA6F+kHXF5B+hDoV20R7/Nk8UPkyY85SxoxNSOlwcegGLku9r6vfgpuTWHgVV6Z/g4nMJYS1FKPx00nG1gbG/c7KrTxk38b2+OtZnnopYSPLZPERjubv5jntWU7nAo7l78ZxBeNtu6iqPd1AUK5xgC2JV3Fl6gOslqezPLSdJ3mKKafIUHQDq6IXoAmTllUhHV3JkcK97nNVzqDjNHyHUkobicMZ8RvYGL4CTQtTb80CDoaRJmpmqdq2ckaRPDgtqbUMLl11nOOVGLkmDIXXAQqGVqmfwBBhrl1qc95oCMPI9BkvvbYIJ06QjG3oAi0Lzkm8GdDdUm1l+3O3ILEoN09gd7xQAoOZ0mPsLP+AuUonU7cM8Nd07gqHo5sYTpzWAWI/NTqKV6ffTyq2hgAGxcVlXZ3+kFsGPwHoRAn7lTDdJmW9q2BhMdY7Ie9y7qVqzzAW1dhXvqvvr2yn6UamdD8aeX3619rt97nR5u+LTpqAQ8WfMmXt9qVBOr/XRIiXGld0cF29EOtHvtlOHSgm9yA+xXEa6JhcmH4f49EzAmOm+34UtkVV5yrneb5FyfYrzzpNYgUkWv5zm+zLHg9qzNebJ3o+n8hcuuhIpubqAL7QNr5Q58M7z6lHYxY4o3xhlCX9rQ3673YSDWOIc9Pv9r9rR50kR0oPMFvZiZem7J0fXpw+1LSEuxFbmCJFRabUxk7KOu0KVWWx8HI+suo3+bMr9vO4/Jn7G7XwetqsimpEOY/15nHfob618DFyZa+YRJ2zu9jMi5T2T3mrKtpXJN7lOr/qN/03kdJ3DnU9ScgcVfJjsu4+Aw8i4io9xNZyYeT1HU1RmMAwJkIYSGn3KaiT7j1U3ZaocyVj6zGNLI5TxXGaGEYW22lSbRxmqvAw8fCSnlSmR0LdK5lpszn7ejZpL1VXlHXS5ooO/tEmjxQ+x18f+mO+PffnlGv7kLKOaYywMftaEBozpceYKj5I0yrSObcbepI3Zd4QUChpWbPcX/lHns19g2r9CKsSYcqiEngPz828KxDsqTWO8Yj1Q3K1/TScIjPVnUjpkE1u9bMGjdY0ufLTPFr5OvnmIUZjWwibQ4TMYepOERMd0xj2IUwgcFwHe1PmNZxuXo0tLHbwEI83buG50g85WX2Kk9ohTBHFlCHCWoKWXaHWyqFpIb84M2SOETKHGU9fTDS8nGxoDY5jsYQsNi33OZUZTmxlZfIiKs0pbi1+ikZrhp+WP8eZQ4KxlCrmqTsaz+QrzNSUP9RsTSGdOgfyt/Oru2/ho8f/2VeJCJlj81RtLzISV651g5YlDxY+xVByW4f2aHviKNf24ThVUrFNGMaQ//JZ1hzbE28OeNad4u6rsi93P9U5W5xLtak0x5KxDT6x4lDyrEVVWh52Zqg1Z9H1OIaRBQSrMlcykbmEY9pxoqGlrIhfQDS8lHtKn2G6Tyq1bYt3IAcJ3s+UHmOm9DgfPfwxGgM46sq1fZSqe/AqM03C3LhC96NoEot4ZDWaFg9M8muz1welbmQbd+PYVYrVg0qPEUNJpmVe70rT5Pnu3F/SsvI+3UEw6tXdCx5IuZ/ZHQtQwsdQtCOs9QBg1vvNkcI9FLU8STk8MNqqJmIH0Aam5b0WtrGTgwsx/ssWY50Lv2B75j2MsxGjj3PcbWFznERkBfHw0gWPPRU71QrroC2OYqTzWoPeZejccD4/mEd/c/xsh9Ll7PjGqbPPedD9dzUwvlvWzLwQhH68Vc+rdb7s0sImZROP2Nuz9iZO0rBypEwIp222iTZFS5sfzv9V33N7GQ5DT/Y8z9Ozbxkc1fcrY6s86NxLwy76oHIlMdbveSrH2HGatKxiIDqraVF+deJ3OS/9HgDqrTkq1Mkktrh8bxrg8Kx8AMsuIoTJUGxD37b59+eOq1RoOaclXsVIcjuXpH4VTRgIoflOXqGys6dIwePY6x4/AIeq9/NA6R/8sXI4f1uf4qagk247VYrOJKaR6ei7ErqeRNNiLkVJmc8c/yMsu+C+N4qTzXILCsKhMU5PwxSH/HNrWoy91gOByJxE0mgVaFg5ZoqPk4muJRNezXWx69C1sFtceT66nmQ8cTYj4Y0My+W0LHUOWzao0GQssQ1Dz3BB+lcxjWE/ELSn+CN22T9jxt7PTOVZGq0cmjAYim5gqrqDsjXJcUdVxIaMpP+91y+6FqLVmmO6/BTpyGp0TDTNoC4t9tTu9u9jpvQ4+3O30rKrCBfnuSR5FudkKyzZUiWeaZIxW2xMxkiExzvuXxUK5cvPkK/swpuzmq2pvtJxni2qsOGc9Dv6vhRNy4uS6X0jHyPhjYwnzu48GyfEXlLxDSiR83bpcyK6Clu28LTobsn9uV/xVqru76p+c/zfrcve0Gdno/Fo/gs0W1OYegLLKqDC4T9mjTyDl6U2cE3szezNf596Y7LPxNF5/yFGkmf3/a6fjSXPYl32hgFgWonj1BlJnrmIiVWyt3wHLSlYLU/37/e88A0MxTdyVuotxMIrOTfzXt4xcjbp2Ho8XIXaaQ65Z7H8AeCpTWhSo12EoHbIKzOXc3XqgwrvMKCiS9K9C9e7vpdu1c6SwETVnmRlz2+lrLMj92WeyH/B/yYYaVCkmN7zaeNu+kUkVQrk1HQ9/zOY/gL7RNKiwTOV7y2qCrXRmqRY3e2Wzr84Ts5CgvCnYovBsikKic45YVAf9r4P8ciaAfRL/SwI0PfGr2lkiYTaTnCbnHUh6+VPfPGUS9qZmPkcXM+89GA7FeVFmgyioVH+YPf/4Ze+voYdeJW/QZUHlfJs84WOps7rwHF6eOZyz/3VKLq8YL2yYe2ggcFk4V4KlZ1u1EpznafuvvIcUemOCc85EuhaDCE0cg2brdFRQFBvTvFM40eUa0dZl7rWrf6VaMLENDJI2WKq+GCPulDQ1Dx7LH83R+wnSRsreLj+LSy7imVXaZPSBn9v6JmBlDEetKi3MLB9Dt3H+bXnVcdpMFm4l5ZV9CtevXVMrZseIW8cbx1RGML2eerNE/zhwX/iRPkxPzrvODXy5Wf8iOZo6jwMPUnLLrM89VIyidOwnCoOLf659E3qrWlsp8lseScrUheTFuNUnBlmOMyy1AW0rDzTxccoiBwtp0rYzPJw5atIHEaSZ2MaGQwtRsuuENOV4Lxl52m2pig0DjMUXc8SYwuj+nqOFu9HkQ03kdLBMIYQGNhOE91IsTp1BaXGMbaJLYyHt/EMD3TNi+r9s6w5LLtAyBxhhTyduGEhDAhlHAwhWZOE1ZzV93m15x6xYEZjXicuGdtAKraGx4pf7gsEbmuBtuk+TGPEH0gH8j/29d1A8aXclLqIjcalmOYQqxOXohy41bSsCscKP+t4ycwOR6j9Ys2VnvBvMBlby2a5yXXSOs3xz6PSZ+2S9iebP+SLc9/jx5Uv+fi7fiYwiIQmBmJABnHM2bLB7yzbFgixd5p3voZbKZRNnEE6voXV2VdyZuYddL5ALavIU3mNkmhTs9xT+iy56l6OOKpNH1w1xu/etIdPb3wVpjGMpsdIx7cM5HWTssXT+a903LeOlC2OFO5hp3iCfG0/F6V+ZYCTGVwc2gLLnqlIQrm2j+nS4y5j+4BJZZ6Uz8r05UykLuz4vJuSIEh63NvK/9JLDZonodQvwioGPiP/CBEhLbMuv9VinUGVwuwdI4u1TiddEJQlmu83L56paFJ7J76wM6S+XxLdyqti/cjGB/2ma55w79WyB0eT55Od63awOvUYn4/1e+ZDXeTH/X7lRYM6nTdQzp1l15Cyybdm/9SnmQo6UMqRseyq/7vTxUUsTXh0Ux7heaceq7ID+du5Jv7LRMPLAJ1kbENXEY/A7ChMcJwGazMvc9V+uq37mbcZFhQnp8Y3Zv+KQ7UKY6nziYWXUWuexLIL7C/d6aYeYbJwbwe+Ubgb64VoliT5ym725b6HZdddJYOm4heMreONI79L59g5L/FWVqev8u4q2GrZYiS5PfBZyBzjhuyH/XXWg7MYRjYw7gGE0Hjz8Ps7qLaafhvDoTFuzH4QgWC2voerw5e6ij9r8ehlSrVDvGf8/VySeBdemt27RjK6Ct3NDDlOE0s2COlxVurbMYi4wSINQ4/gyCYhYpywdjBbeY65xj4q1pQbKRTsKH6LqeKDVOqHMbQIE4lzWalvZyi2kWZrBl0LcY52JhOJc9G0GNHwcoYjG2jJKoY02MAqktGVNKwCw4nTCZtpfy1tteZYljyfsjNF1Mzyw9I/MNPay3Tp6T7Pr13kJ3EY01LEQ8rhtWvww8kEXzxxkIeKn+vz26DFwkuYbzM878xo6nGaVgnHqZKMrXflVwafTGCojnYHg4dr8KzRmubjR/6chwt/hyYMDpTuBhyaVonx+FkdTM8QCY1hdFRyJqLrXCenbaXqfn6Q/3MGv2i9Vm2coFg96FOcdN9BJDSBpsVYn301a+OXoQZc78u2Pnm1m88PTqTTxUf44M5PsDl9PRem3zcgBdSmUMlXdpEwx1ntbGRMjpBJnO4fJWWdm3PfY3ftDv++HKeMbVfQRZimVeB/HH6U139mJb9/4BksS70EF5nXc0bqTQgRYVnmioDDqQSho5yWfbM/2QsEQhikxTgr4hdw1WiGCyI3DYgmtu2CxC+5lW+eqdQBQMgYImIOq91ah8Po39uACSwWXsV2cWZANua/bPG2OfuGgWlHQ0/3xeMslHrWtBCvGs9gulqNizNBNLzMr9o7det00hduoxCRAIHoi+3QAX2zDf3asVlu4Vv5hSfntgXfBSmb2E59ngpaT7Lp/2fvv8Msu6ozf/xz4s2pYldV5xwUWjm01LQklIWEEhlkQGAyGIyNPZ555vedsfEYbLANmJyTyEKAhDLKUrdCS91S59xdXfHmfMLvj33OueemqpIQDPZoPY/U3feee8I+O6y91rve122f5jnZFWd/KSah+ji7nPtpe+et1afNZ3ClGNuey5/S7uiUK20OaFDr9Zza32U/59AlNVs0tLTt3dxXvgUJBUWJcH389Vwdf4dvPrMdXjNRTDY/uYlD+YcxTEffeU5pe/GcQb0X265zX+4/sBFSUS5PnWFMsyx+SdM8Gg4smhN3nSyHnEIOZy3FIhpegiTpKEqM8/VreNh4vOk3e+0tTNVc7HPz2qapKU5XLmp6NsMsecEM8RM36uQvSBObPMsqc0/1QVLhZV5WTkSKFaq1cX429SkACuUDPOHQsxQrhwFTYBytGrdkb+PBwtedNSiAJAtlFMs2yLnYeNvgWPZhpoo72Wc8RqZ2kGp9ErCEI2tbnKWvolybBNtideBC+tTlLIieQygwQtLZXGhqCkUOMF7axo7yXZhOBNW0ajxpbcWwq5wVezsBLUnSHqRXXsz2/K2MW3mGtRMxzQITuc2UqmPOGmY7mSaZPnkpsqRRM6ZJaPPR1dmxv6sSAdKVIFM7dL7wu5X8JL2N7bmfNhVNNKw5y1StZwm3jEm/zejETeef8XZxhfJBLLvO2tTruh6/JHU57xx4e9fvVSXmAS4Nq4Ii64CNYZY4kP4NdWOKaGgZEip1s0TdmPJ2TLZtcdRs9XhnTxNIku7swkSjWFZ5RnoBw6owP34ex6vP8Xz6BzQGg+RVSMlylB3pH7EwtqHJ6RJmY5h5jhsv0CNFvLSla9HQsuaJyrYISnF6lBCbzd9SqDQD7/3voGEWk8Xn0dQovfZ83rhY4VD+YWwMRhIbGCfNYnmAFcmrGC88x8rYpbgTvWmV2Bi7mYX2fKd9FPrip3BF/L2MGS8wWd/DN6eeQENhQWLTjIDKnJTlhvjraXQ4y8Nr1M1ch9Sbf3fY2dGOBxfwmPXwLNXILz/r/39m8xMpF2xRHdXJDDPTQVZodjPNHH+z8+9fZFGI7WFV/hgmyzrZ0j6gU+RIIRU9yXFOZikKapHb8kd62jGd7aYoYTbNC7bhXiVUH4h+Ltb8DgUJrpsua0SnBS5JQ0QrxaI4V57FThYKjDjA/Nmc4Na51y0e02hEfsGVMfM/k64miQcX+NpaYiR5AWA56b5GcUaperABpWiDc4h2fWf/m5kfbwjcYwuOsFL1CJZZ4tvjn+Wn6X+jk2atbVuMFbZSN6ao1sadz6r48bUzQTeKlaPIcoglyYt578DlLA2/qmmjtCf7GwTxbEOndS7E6+7m148vK1ZGsW0D08zz68w/cSRzT1N7jOced9RY2s0wc+ySdiBJqrfGboq9i5ND1zhwIQkkFcPIOooLjjqIFODy+AcYTJzN8dwW4vKQo9kqOcVP4vqx8DKniMNkZ/pn2LbBq+MfRFWSXsZrOv8Mihz04D0Xxf6cYGAe+dIeStVDnrNr2ya2bWDbJn2BlYCMIoeFIxtaQFyTUZUQlm2wrfRrps2D7MvczuLwuVjOetsTWcH6wJVIkky5NsoC+WROSr4Z06oSIcUaez2DSoygkuSo+RzfOamPf171Qa6e18vr+1awNHm54Kpz2ktVYshyCI0geXuCqeIL6GoPGkGP663ZFE/5402972ZZ1OLZTIRnjw3w7bG9HCo84lOfat2g2k1/r9enZ4SxzJqjUJWk8yJq5Er72ZF1+ciad026NsCh/MN85fhX2s6hawOEAvOdSo9GkYO7KFhWAU3tQ5I0LggKEWMXUOgeU6zsb2Ppbg0PdzIhRCyIfcUkGPFIGzscjWFM08dCKrV0065FQuHd825mKHmuV/E0Vd+LZXWuersyfCUP1Jr14SRUBoJriQQbWBcbg32Z2wG4UH9NCyFjZ5PlCNck/pye0Ar21B5ktKKwJnolkhTkmui5vGFoHo+ZD3F1Yi390bVc17OC/vipDnmkypQ0xaP1X2FZBWy7RsXIkLUq6EqUJeqZTFV289vspzmUuYvl8Uu6ptCey3yX70z4JXlsbwfXOXIyu/NVqI2SKR+ke8S3+fNX8G9+kD0cydzzoul45mYvHldlmHls6w9xL82mKHFMs4hllZmfvIhU7ASa+5pJXBtmOHyaVyAFogCjNTLpjzolQovmXEzh9kPDmOYTu/6F1vbStB7OUjYxV4ygSEX6aIRsE8PMt40rF5cknkvASObKs9gwv9N0iAeL35lhjpzZXJ5Pd32w7SrYBrIcFXAPOUyldoyx7KNNGCujqVDEYi5zhSxHua734+zMlTmSe8S9A+/PoD5IIroaTYk6zmF7H86VdjqEyzaqmnQcCdt5fhNVSXJR4i9aorwNs22R5lxjr+GmFaMMWgMOwazuRdIaZLySM7/PfRMqNg6NAMTMmtMz9C3bYqW9mr7oOl6ffCOSrPNA4Rs8W7mNqfyzSJKGbdeRJKUJj4Vt8Lh5N1lHXm13+lbS+W3IcoSNiQ8BEqqa5MLgtQR1UWlqYzKcOIewrBEPi0I8b3w4hQzhwBBxVXfSzSKqnIysJh5ZQTy8HEUOMqSfSNzuR5JUFFlnJHYmvYEVPJEfJ1/ah67GUZUQhepxFCVKiSxhhzcxVznMuHyMeHABkeACMtIYh82tmFaNMeMFDsoHedT8HTF5gFPkCzhWCjNWkfjl8Sl+N56nx5pHrZ6nN7oGTYkgyzqLExdwaXQd46VtgoDbrrE7/fO2Mek6o7raw5Lw+ZQNi20Zib6Ayd1jIYqkHRWJ7jaS3MS8xHlOe86czZjViQvqvWiqcNYiwRH6nMiTLAc4LfZmXMCvKoeE/JQTpvZbrT5OuXqEWn2c0xJv7ZimuyJ2M0F9gNvSn0bTehwZJ23GAgA/F44k6TNwWzU6fVDrJRocmfGZn85+m5Dey8LkpsbuAIMvjX6Z8fyzXqNmCtvIlXZ2OIPJLdNfoVybYmmqwQknyTq91jBxvSVdYde5v347IVVuWmS6mWUV+Hn6X5kq7aRST7MnDzcPLyakD/KT/N18a/QA06VdPJXOU7fKfGH8l5wmb8KyimIglu4hovU7nH0SCwNnEkJjqriLnZV7fFhHmx3pH7V0Iv+u1GYwdkpXfODMJnV0wArlvZRrY3SLJrVirF7Bv/0pmy8i44u6zOQYebgpv6zRjI6UgmnmPRLVU6TTuUi/ou2oQ+m7OVJ4nJqDn1WUOHWz0DUyKcth8pWjvmKKuXPLdVKVqdXHuS39aTo5Ev628fSj1QTN0Z+ZqD0syrWxrs77bJjH5mIIgfVqPMNcnE7JS2faVgVZCaMoEaEtqcQQeq0FDLPgULM4RQlGw9kcyz7a4V5an6M5ZWpZZe4s/4Q7c59HkYNEgkucJxDFWgsiZ5Mt7qFWn5ss2trolQzET3POLZ7fMDNste4n63HctZuNwRb7Qb69e4g8wmlLRFYykDij6bilqas8R/bFmIRCIrJGcKb51k4XcN+KX+t2j3dkPs1k4Tm+Nf45LKuEYWYpV0cRVZFC7zakD3kRXbEpN5gu7nKCKQqSpKBrfVhWmayUYVHqUurGJLemP0u5epRoaBkgU7dKTFklgX20KggOwKijiiTm+Z9OfRJFDrIsdQ2gUKweZ7W6ieX6+SyInsOe3J3IyAS0JJXaMSRkZBT2mI+ia73YtkW5NkGpegjLqnBT7+n8cO3pxEILKVePsD93L5nSfmpGnpxx1CsMyjpKTIXqcSbqu9gtv8AH9mzlyxO/4nnjXo7Lxzkm7XL0oC2qdTFnlKw0txeepW4WCGjzSIYW06mvynJjvlpoz2encZxDxRo78xo/zDzMoewDDpFzI4PSiqEPSynOVzc67TlzsGJWJ65Q3ku5Oko4sIigmmCyIFKallXimeJPcSfqTuE+VUn6eGBESuOp3PeawtoSKotSl/GgcYej1Wl5gF7bNjGsMrHwCuYlzvM6sKr2IMshh0VZnKUvdjInhDuT6HrXklTKtdEujlfDRNRxJwfTv22aGKv14zOW+vqtVh/nrX3vY4N+orcIWVaJLY6IbssVmc4/w/fG/6GpHVUlSTLaWfpqeeIKPjr/ZiKBedxTfIEfHU0LUWfbYK26gHp9mnuzn2Eit5lsaR/P8jhuh6vWxlljn85k/jnAZmf+dh6tC1ZvV/hYmNLB4W5ezM5Tz2kpmZ/rLrMRtWv7ZobdpvVHiOz8V7Pmif6Pb4KVP9kgCJ+hSMF1hgYSZ3ibMm1GzIlY9FUlSlAf5NfZz3Nr7qtt2Cobm5qR8caviNy1O1uyHKYvdiqWVXpZOQUF+XinKLLijAO3WEeMCcPIOmnRTrxvzSZJgRlTdL8P3U6z+k4X6iFJcyJGihcJdKOBfk5HIdbeGNs2hjOXNyrRJUlv4g5z+200tIxQi0oDmI62q5BvijWRspscLj7mXccNNnSSYHSf69nsLYznnkQ4pVHcRXUy/1QbkXBzW4i///3+f2NL7lvEw6uQkJnIb2067nD+UR9lxUzOcbNyB0BE68e2LW/tlOUoHx75ADcP/41TBdw4nyxHGUycg99cp0w4b3ncggM3Fe+2Uyw4zFDiTG9uluUo58begaLEkZCIBBewJLoRWQ6ws3QXcVtwjNp2hb7YKdyQeCOammIi9yTbzHspVA47TqLgakuX9gANwvagluLi8EnIcojl0YsYkw+yo3wXfdawSJcWf4mqhJAknQPp37Av/RsyhecxzAJBPeVo2toocpiDBYv/sd0iW9yDosRZGb8cVQlRq085nG9Rr+rUMEtUjSy50gHStf1MVXYTV0eo1NIcrT1DyZgiGpiHLkc5JfgaFkXPI1s5wN70r4QMn1VCV6Idq7Rt20LXeumPrGNBOMg8ehkK6eTrcCz3KJZVRlP7WJq8FNcF8/PwKkqcM9Q1rO9VPT7KmYIVkm3bXVddP2Fga5m42zG6n1xiXmID6dIeLzonoRIOLvAchWhoGYXyPmcS6lxNGQrMJ6T3Uagcc6SvbALaPOpmwTcJS8hyRFTv/AEjM8KhaRYQHkycQ6k+6fC7NVtf7FTSpT0vIb0h9PSuif8ZY/USj5S+71Q2CYuGlnGifhk7zAcp1yabFptzEu9neTDJ9yb+dQadWYXFqUspW2lnByyRip5ItrRvDtq0zeaCXrs5XaqSbHN8Z+43r9jLb3NPUb2cFgrMp1IbJ6gPYFoCrG+ZpY7vvr1P/CHuefZzSpJOMrKadGE7Lz6F3Pn8AremdpwHGs8tollioa74vjNpEGm7C7Xp/U44h6KgrB07KxEOLJwTLUzrPTX9W9axrFJXmpe5jmf/s4qUZVgsUo7cViS4hJHQaWwIrOYbx//eOSaKZRUZTJxNSl7AjvRPaad16fZOFWQ50MEBay9oa/5MQfIcm+6RwaYzOATFIEixT+Fs7ix8vUkbV5KCRIIj1I0itfrkjGun0ERtOPWKEhcOiFV0HC+Z1/V+lJuX1/jt8TD3Z0Z5MvstbLtGT2w910av4uvHP932vsQ7sHEzHZHgYsq1MWQ5iGnk6I2dhGkbpAvbndRqHVkOddkINPpjOLCI+eEz2Je/l2hwmFo9z7zwSeiEnHfm8HwiaF90bYC6o2tq2zWwLRQ1jmk2aEvcPi/eYRU3Ja0oMVbHX8O+0u+o1MbBFlq9U4XtrExcxdHq05SqY+IMDqddNDhCrrQfWdYJqClGwqdRtrOUzCmS6gIqdpbp0h6q9UlS0bUokoZhVYlrw4SIs7/wQMcsY3fqI8G6sU6/hCV6D7Zts9eY4KncD7CtCgOJM4jKA+zL/Lbp9xIqFyY+xLuXBegP1Hh0KsJYBT5/9LPdswYdP+1gDQJBf4Vh94EryxHOVzeiKo0QuCQHUZWG6PHC4Jm0OkXzEufRFzvVAbpCtT5NsXLcpwUnImKWVXB2G8KBS0aWd70fVUm+TISXMouSF+Jvg4n8c4S6pBMn8091ceBmUl1w0ilKCF2R2Fy9FcMsoWsDrEhdB0iEtB621+8mXXi2LVrwaPYLfGfsH2Z0xjQ1xWXh01hKo1w/XXh2jg6cm/JxcRpiJ9TNbNz0iZs+lZyJ8eUkSX3FZjaTbqLlzfZSKzo7n7tSPY6qxD0ohWnmuo7R9s/ntngKE/2rkdafiX9r5nPKcpB04Tnm5sC1tpdoZ78KADR0HzuZjeFE6m3HUWpQL4g2cXREUR2yXNP3HRhmFts20NVYh7Sz/aIdOPfcTf+50YAuG+1ZMTsOlUMsvAzXQQF37mgQHBcrhzhUfIRvHP8k4j1J2FYFCYWx7KPsSP/IgVNI3nlFitXG/y5ceig3xd4ciRbtm4ye4KvCbe4TrqPhPlezSkn73O2mcd1rHMs8wK8z/9TkwIHEquTVnKlfzWXRP0NWBDeay77gEuMrSpx4eCXnJt7D2+f9TYNXzSwR0vud6y3g9X0fY11KJW+orI2bJOwYkeACQCFXPsTPC78iHBhCQmUwcY4TMXJ580xkWZDgj4ROw7JKjMTOxFVlqNazXJj4EK74erdIbkDr99L+iqKTMQ9jmiUyhW2Ua2OstFdzpr6SaGixowokaHpkOYyEjCTJDm1KHRub+bGziYUWObrmrrkUJ4JybCS5ieuSHyBvT1CpTaIqcVQ1SaEqij4OlR73op2RwBCR4GJfMMoiEhiiVD3C0dKTGHYVGZmiNckwq6jWJwlofQyp66gaOUrVcSpWlqAdJRVe3rENunNXmgwHT6Eg5ygaBofqWZ7Mfkfg0DGQUDhWerJFWUM47sflMWqWTNlUiGk2mwZqnBp9Y5frzMmJayzYqhJDVRNNeVr/xJGIrPHSb5oS5RfZL1OqNuR7Lor9Of994Q3O+Uyn+lO8pKA+zED8LI5nH2Uyv5VjGUExYVklqvXjhAPzUZVEU3qvUBWesW1VZiTCHI6dydv63jb7o85itl1xStzd9IfATozntrzYMyGavtNiIxycYvkgP5j6DwyzjK7GeU38naxmhYg42mZTSjgcWORVznbC7rhpG0nSkeUwdSPNtkKWHeaLo/FYlrqGRGS1KA9vE3L2W7NunzCXTFPGnzZqtpefFuKl25/Svfz+NqdISVfqg+4OoKb2cU7iPR2PsTFaFrI/lDV0HAXZdPdy/JlNYkH8vKYUk/hU7eAgdbbBxNnULZeqYjYqCclJ8dR9kItq27sK6gMoSrRLkYiNaZUo16aw7YqIzHVMnb/0TVO3hUpR4nPSO7Zti0RwMXF9vqDOkHUUJe48eyONJMshB+jemF/9zhRIXvoMnLbyuPx8RSCOvN5IYgP/c9lfguSPFJqEgwt4Y/Jaj8Ot5c6dRbZBUF5rqjRuzK/uvGpaVRFJUoSjJMtRFCXuS90Kup0z9ZVUqXNb9nPIks7FgUs8DjJdiYBtYVkVyrUpnqn+mp8XfuFEWZPoWh9nBK5BkjQMs8ybFxt84Ow9vOa6o9x4zl7qmCwLnEdQH8Q0cmhyiBMCl9EbO4mUvMBxbGSnnaPIkoppFtiV/imADzqkUDeLbOexju/Vfe5wYBGJ0CLnXQco16YcjfOqeH45yBUjQS6aZzMYPMFx2oKEAwtR5DDV+oQo1HA2KpHgQmJ2L3WzSFJZ0CTRKNLlgiMvWz3EZusZqnaekD6IrsYwzAIBLelE/KtEtH4UOYiNhWlVMYxpZ3zUyZX2MC9xDpX6FIPSMuYr64nLQwTtEEOJszkldC17i/eRLx8kFhwmIvfxbO6HjGW7tUf3cZUxD6PaKr/O/jtPln7cFGE3rJLA3LWJ3FtMmHsYrSj8+y6bPXmJ7+6TeMNwd7nDOSg2KJ62pktRUKlN4eIf/FgMIQMiJhqBHys4Ny469kOVW/hfh35Cm5Mh6VRqY470lQDwtk5kpepBkuGlDCXOdn9FsbIfWY5wVepjntxHw8lrAKjHis/yk9yvXyZckOk4qxrDyY34BZtfjLWS3S5OXUFPbL13DRsDw5imbuZYFb6Yn03/M3cVv4NtG5TrzRWsmhomHlzQdaEOBUY4I3Ez/bFT6I2uA0weyv4b6cKzc7xXFUnSeXPvyQzq62ZUuHDvv9ls3+fd20pyWNr/mNa5T0iOVNv/S6b4xnIrDqv7OwtoCT60NEGwDa/U2ZrwTo7U28tp3fC5c/31wfSdXgRCmIgcd8acNc9j4cAiro9dwKv0K0TaakaFCUF46kpZNc7vtrXi/VmuHhWVvt2imHYNwywgSUFMq4KgemiPEr44a4zDgDavo7NmmrkuGGGFJclLvfFs2xXGso8xmt+MZZWdyGS+qXhCpE0LvmrMToUkdlMbSEgE9QGuSn3MA/n7aUFK5hRvXj5KItIcRSlWDvHrwuPYTtVs43yqFyVsbuvmSB80CJWjocVcl3g78cgK3jH4QTS11ykgq7VxJN4y/VUeL34f26pgGBnurf0OnCjnZP4pDDODbdeoG5MUK/vJFLY5la5Cbut3uS+KqJVtcaisc8e2xUw9JVEviHveVb7H05gdzz3JU8UfkyntY0f6R03kwrZV8a7lL2gRZlI3JhnLPuG8lzC6NuBrJwVVTTpC77AktombBv+S4ahQaVCUGDf2fAhZ1lkUrnHlmoP8zYITGYyc5GHS60aa1uxAf0gonFiWwf7cvayPv4nh5EZa14NSdQzDrlKsjVOqHqJYOYSuJlmjvIq6UaBWn+RY5mHq9Wnypd1U69P0xNaL8eFwF5aNKVRFwMPG2cNSaykVqcx0aQ+bC9+jWhsnHBjidOUipmp7WrhOm01s+DqvWeO5x9ma+XZbJNPGYDL/lCgglJqlLFU1xQnSuURU8T6mKib312/n3tHumNdZnTjbrnk7kZWpG7gy+VdoapSEx9gtNy2ETRWitsFqj1fOolI93pHHZmHyQjQ11Vbw4DdVSTKVf9aL0AX1ITS1D9uqcHvuS9h2lbcPfpQbev7SvTi6miQUmE+1PsFk/iknnP/7msKIvh7bNllkn4imxF+Ec9hIRfrLziUpyKC1iD51ORIqJybf6sn2WFaZrZnvEg8v428Wufp8U17KRlWSrFY38d6BS7tetVQ9Ql2qM1l4jolcg6almcW82/3CCck3cmH8A/x0ai8HCw/x0hytOYhme23yx7POg9N+SXxqf8oWCsyfRQrKTTUKPNDc0q+C3POf9080wSaENXjL/Fb3UeiI3fXLK0zffAcvftPWidi2s0PRbPOTF/GpFW/jlB6bsmngL9rxV6E1n3emf7u/F4u8okRYmnpNVwkeyxJUHiKqJ/MikDIdza9eUK2Pzcit2Wq61stkdRdIqg9b1qA+EcUMblpUZGUa1Xo03Xt75btwDBelLkNVkxhmhaWxgHCaaMiWRUNLyZUP8T+eHCBXOtByDpNDmTsdeFCjCr4R9Wvv+z2xkz04CCheWqxQ3suP0v9BoXKU701/F8PIoDuRoIaDa1OujlKtH8d0tFdtDCaLz6NrnQotnFaQwwwkzmAoeip94TUMxk9HVRLU6pPcdqTCe3b+lKvuDvCNp5ZiYVOuHvWcLeEMTs1QiKcwkrxghjEiNtyyHOTc8JuIhRYAcHLyLY6KQZGyMc3BwkM8WznOsbyQTjPNPI8aW/jI/PdwvKIRGTK4cP5xzlJOpze6pinyajsULpIUJFM/RAARPVsfu5GV2iBBKUE8vJzBxDkek4KmRKlaOXQ1xmDibIaTG6gZGQ5LO7DsGkgykqQxknwVujZAUO+jXJtEklQWJC8kFl5BuTaFpkTYVb6Hsfwz7JF381zxNqr1STZG387ZiT+nVB3ld+UfYNvWjPNIQway6xEATZj2hgkKF//GzTRypNQgIdlCQSKpywyoKzlvsHsmYJaR7nZmsRMxqLJNepZKbdJzxjQ15XC7rALwCBPFrwxGa88hdpxdAM1SkFOk9USDw97DyHKYoeS5TceNxM92vFbRKJXaKHVDgENFR7X5wfR3uL10i/ebiyJv44bkTYCFJAXJl/by+5vJCxkB1Nxc+B7V+vGW51KIBJc4+LVWk1mRugZZDiHLYQenJyNJKkekHezN3Ymixhmw+3lX/40OT4wAoWaLO/jUke9h2wIcPu0UUvRFT+DjyxOsjddn7Gxbs9/3gUOFdQJqNpto623ZW9jGo+zI3eaU6zd3WsWnrPGK/WmahEJQTc7hSNNZZPzveKbUssmWzFd9tDSu2R5gvTkVOTd1FVVJtlXYvVibWwo5OMe+OxOOFc5SzmRxuMobN+4hR3Ohj23XCQVGOlxn5si0C+IGm57IKt7Se4qTTuxkFkLZwCQRXt4Cd3jxEe7m9zm7E+u3Wn2cXGkXfvlDYRIBbRDbNhxVCXFeN6Vs21WxgZAa0bRzI2/t0H9M1tknoasx6sYk/37k004ETzhkrqyXYaT53rgfH9weneyM9zLbjs2W9tFQyRDa1OuT7wAEN6Bp5kXBnqRSq0+RDC9tOUczlhFgMHoyqyPdN9+WVWIs+xiHsw8wWXqBQm1UYCAxuCPzKYYDJ7NE6efjO/+ZE2MJUSDopOdUJcmmxIe9gkRN7fN4Vd17GCtspaGiIXmZLFVJOmuPhGFMc3/2s856LzHP7kdXY4BMuTaFLKk8nf02plUiEVnD6tSNZOuHyddtTkgUMQoSB9IJPr5OpEmFNVgPJEklFlpEtZ5hS+br1OvThO0wtm1Ts0tYtsGAtJybei4HZKr14+QrRxlRTqRPXkrFzCFJMvn6MacoqIYkyfQyn/nRs7Asg2hgiHBgkKqdp1JLU6tPUK5NENL76I+eRNROkggtYk3yeuJKgFF5P4ocZF3ocupmcYZ5pDGuOm/U2k3gK0UV9qnJdzo+jdhwrk/exKrUdaSNCscqCs/xDCXDRkZhdAae8Vm0U5f6/mWzL30bB9N3NKUJ6sYkK7TzSAX8HD0Nqxl5B/yId7N+qSbbrjMQ1NCVCIoSJxpahmWVGcs/gyyHHS3WaNt1O00qpeohiuVGKuWO3Of4weTnkeUQK5JXzWlSn4uJ3YTsiCw3TJbDvHPob3hD6s1sDK6l9aVKksam0Dp6o+uwrDKV+gQ4HEpJSUQwDWOap8y7ecfyCV4TuQBXZkWSNG9itbE98OZE4Vn+bt8+Pru3GTTuTnySpLMsdRVXJT/Ma3s+3lHiw+XpEaYgSUEnlO0+b51ibVwMkg6LzrL4Jbxj8MOC4LJD9KXVXiHo/eNbqXrQwXXMdTEXU4OixHn7vP/mEU92tpk1bGePtvnZ8YUZZt6he/Bbq0D6728jiQ3ckPpAU1qtWfNXcT7rRH7rfhdGlSR+eFBj57Z+5KZxLwEWrw6/mZNjr/N96oLt3dR1pwVAdooKFCbzz/G/9v6TFylylRAa57A9fFim8HzLXGnRjXdxrua2RyulQiy8omlOcQH07uYUXHycuMdq/XgT7QjgOB7CQXI5y9yU6sOFb3S897uL36TqcP5ZVolIcKED+5EcephR/M7nitR1LE5dTqOdlZY/W5+3+X2LezZ9/y5w1HrOe4+DibOdMWKhKjEWKqd2lGnrj5/B2pQAqY/mNrO7fD8gGAc64S7nJy9EUQRBspj/G+22K/srHje3YNsWXzr2GWy7jups1EyzwDPm3Z5+7UjsTM5RL/bBF0wn2yCeKRxYyNsGPkpf7GSCei/90pKma4l7k7kr/0Wm88+wMfEBeiOrqNbGcfVcK7U0p2krkCSFn+XvZl8hzDPPzyOsGrx/a4W92Tsc2FPA4VKzqRtTFCpHiQaG0LVekFSeNe9hm3mQY7nHMcwylmTx5fFbAFOkdiWNPeX7mLIOEleH6YmsxraFmgOI/rC9cBv70r/BsEpElH5K1TFBCuyoRCXCS5GRicvzOGQ8zXz5RBJWD9vtXZStNPHwYp4p/JRKtVugQ0FVYl6hzcwkzA2TJRVVSWDbNZ7J/dAbpzYGITvEPyxbytPmPXzq6I8ZKz5Lrm6yK3c7/374H7uec8bVVGjJdSrJbjZR2lxH1waawobLUtdgY7EvfZv3mY2JafrxVCY/y/+aqcLzREMLCGt9FMp76YmsomYWPG9f1DjOVsrezD1mWSUsSoDEkdLm7j97SWb6iCsb7XNKj8TPjhR4uPQDWtttMH46VdNmgXwyE2xu2gU+n74FIbMS5RTlIv5pW4Rb0t/Atmst7SWuXa9PI4hOc04JtzBdG0BXY1RqUxhmnf7YKZwsreVX+a/RH1nXARwt89r4yXyluoNcaSd9sZNR5TCXhzbyS6vMRG4zihJjY+B67qh+oe2ZAEarW/l++ckmnJwoue8caXiFXuT/jglW9pmwjH69SydyYBuMV2rUZqxcbtfJbHxudfzOpc8Q9AVl75gGVYOJbZte9OrU6Bs5YD/lcUOuTF3LwcJDc4gmdzdJCnIs9zg/sh/02kWWw8yPn8uhzF3OUWKMi8iRS/UhnsClr7Bti1/mv41lGTy+9Tx2537lu4oYL3fkv4bdkrprvx9XdqiOG/ERDo4odhJ0DOKeRNRKacsC6FpfS5uId+PSW7RHTOdmDYmg5n5QqaWb5pQGDsyNcikz9Dnh7Nke5syPnXX+Zubo5ODW69OsSl3HgeJDVGpjWHadiyN/xm8y/+L0q2bKqSFrAU/Xf4PYfAcQ2aGC0//a+3ZD/qudvkTgHWs+nlIYzz2NpsYdfGKNpzJf7Ujqu0Y6l6ydQSz8hkNsDsXKUVyJRknSiYWWUKyOcrzwdFduTMsqcShzJ4DTLySn/QVcJ1PY5h17IH072egRIsEFFMp7RfTT1z6l6kG+efyTAAT1QXLSRONZPey70O6WUHms9ANkyU8ZIzZ991R/R6k6TsE+xv88OMDpyjpWJ1VGpW1YVoloaBk1I08kMI9KfZq6UcC0SkzmtxLQ+lCUMKZVZcLcg2UVqNZr1ChjWqLo4oTI1Tzl6BLHAiPYWKhymHzlWFO/N80SAa2fWHCYg5l7kSQZWVY9xz9deA5VTVFUxjkreAM77C0okkaAKOnSXoJaCllSMXzjy1WGcQsQTKsCWDNQsLRbxSGyV5S4o0TRx2D0ZBLSPF472EtQrni0YbIc5pAxjTkLBn3GSJxhCgK/Nt4gKdgEUHYjUyIl2rD92bs4lHMrIBUHHNte9j6ZfwrbrpAv7WY8KwbGRG4z2eIL1OrjXl6/G7/UutSb2waMwFI00sEvHezc3aLBYRKR1d51bNvgX49t5+HSDzouLuP5Z/j22Cd5KvPVtu9Gkq8ioM3DssrslV/g2cpxytWjHa7awJg042bE32v1KYqVw/RG19ATO5Hx3BPclvsKtfo4RzP3d2hDk82ZLFF9EFmOckX4Ck7kLL4//U1Muw5ImGaO32T+mW7C2vnS7haSYPBjH16xPw1r1Y5sVlHQ6fS++mMnMxIOzFj97cIV2iOsnSk9VLWHJanLncmvIS/VHz+DVHRt8xnMHJZZYnvlDnLlw97nu9O/+L0cOABsw5EyakyQ8fBSPjR0Fprai4RKX+wUT4tUaokYulEObIOl4VdRN3McKj6CbVeZn7yoSUi+bkw1Sep1UqZ4fd/HWZV8bfMtOpE32675FopG1Kq5OMR04A7+whSXHqTqCJI3rJmM/aWZC2nx7teueIVwYr4X1xeyW63XElARSVJYlLp0hgh9I+XnzbXYRO0E54feSDK6hnL1KI+bd+NWOwrMmu1Ftx7Mfp68o7oQ1Pp9VYGWB95vL7Lp3H87O+CCmFU8s7hPP3O/aw/lv8Kzme8BNoocRHciZ7bdcKhESjPEpbH3EAkMek5mLLyiLVrnv2dJCghcWNM9K7jVu+nCsx5bhIvp852JeYlzAItK7RgH084mxoumak6mRcfGoFafcFQURDGIokTQ1AinSeeKylcjR848xmvmw4KwxWRJpGNL1VHqTlXw8tAFvL73/QS0PiRJp1qfRpWD9AdWe3Ah266zJ/1LipX9REOLsbDoi51CLLycycJ2juQeYSWnYVqVprZQlDA1YxpdEal6y6qSL+3GNEusSF1HIrJaFGlWj5OTCtiY1K0SE9UdWLZBqTrmUeu4FgkM+WAKNuHAkHOPcw1KSM7vbVEUZEyzMLaBjw+fy8cWLOaK4UmmayrvH7oZWQ5zcex97DIecDZ13VO1Mzpx/dG1TPlkpvwNFAk2QPGik5htE71gh84goaJrvayP3dj0QD2x9W0DZ/YoTfPDhAIjXBZfhuydR3TggegJs9BgCAvqwy9RNgrShWfJFXfjgY/lMMerz3VdXLrp9wGM5jd7eLNDmXud3cbc1Q8aJiIYrw5cSN0UuJMGzUPn8z2Q/VeOZR7Asgp8Z/yfuCv7z/SH1nJz39WOkwqzcWy93FWGr9gfwpr7XmOs2V13emPZJ/j25NdmOa9YjO2u/aN5zBrGNPvStzlOSeOero9dRkpt8DnKcljgjiSZcvWoo4Hceu/dbHZ8irsREhxsYhOYLezgC8efERqPkswG9RLCgUF0rZ9FqUs4I3Gztxn1A7Qviy9DV5NoagRVSRCXBojoA97CtzR1laM16V5btFUoMOLBEFYlFJbai1mffHuTAwiWL/3qmrtxbC4OaWzuWqsO29/x+tiNgh/sZTRV7XEwUyKl515f0ElYHhZYFMC5aeA6h9J3Y2N67dX5/fmpiUy2ZL7CPfkvkSlsB+w2bW0AVx0kFBhhbeoNABhWA2Ak+E/L1I2Mt8nxt32rNNK8xHkdMZSWVUaSZIJ6L27E1i2O8s+NDWy4RFDv5bWJd7TNnZZVYDr/DA/XbyNX2u9EbYJcHX2d5/S5FtKHcNPxkiQ3NhaOyXKIMxPvwsWh9cdOpnMK2XbUFFxrxsRGQ4ucoplGalz8qsElaJhlnmGzKHKSVDKl/fzdwWd4eFy8B5EJEGTWmcLzFKUMj9afFZFUq4CqCEWFA9n7vLaT5QiJ6GokKUihvI+8NMV52iUsDJzJabE30x89iServyQWWkgqutbDnA1HTyeoD1D2xOnF82hqnIXWYvxKCM/kvk+xNs5kYTuF0n4MJ1pnWpWmMZcv72+CKVTqU5yQeD2x0JKWNg/j77/i/Yk0bjMvHKyyV7E2XubVi0Y5Woxg2hJrEhb/tuZjXL0gxBuTN/Cu4b/j5GR3irQZFRvOTL6fzdkvtX2uKHHiocUORcVs6dbG925oNhk9gaCS5Hj2YfFgXdKkIj070fi9pHNF4iPckf+ij/ndZbeeK2N4M0eZJOlgtwJw52Yvl/KAJOnEw8vIFl8gqA8TDcxjMv8UshwmGVlJuTbZgY19ZhNKCs2FDJ2Pc8PqzU5aLLyCulH0YUu633sispKI2s/RzH0v6h5fsf+cJstRUSU2SyRMkoIocpCeyCrGc4/PclbFUSyoec6GJOlcGP8A9+W/OEO6QiGg9Xv3oql9SJLM63vexXfHPzVL+rjrnYOT4hNqMnXmJc7BxqRQPU7JkRJyrw+mpz6zNvUGIla8bd5sVm1onTNd8toQtm0QDS2iUD4IvoVGQmVV6jqP/d6vcvPS5yExdy5MvZqD6TuavlHVHiyr8hIku4S+Zmu7C6yc5aVeR5KvYqK4nWr9OIL13nU+/FG37muD/xna5yeJWHg55eqEl8WRpCCqEu3AW6g4zkWl6ff+NcdNbzcUNFqvp5CKrqNQOca66NU8m/shkqRiWRVUJc6myE08yyMObYeLQVtEJDDA6xOX8ZXjX+mg4CBxcvJtbM18l6A+SKU2xsLkRRzO3j9rnw4HFlGuHnUitTqKHMYw8+haL8PR06nZBY5lHuj4W7FuNN65ux5dGrqc743/fUsb4Vt7RZQpoPU5KUOTTYmP8FDhmwT1XqFSYWRwFSBsq4IkB70ooxthbLwHiZHkJs5VzuEJ6ymO5B7BNHPEw6tIBZaQru7Hsg2ui7+RO8p3MVV8Ads2nP9qKEqcoNZLpT7lpUBDgfkkgosZzz/jS5d35isdTJxNzSzOoGIkinQs2xDOs21gmiVC+iABLUGmuKvpWWQ5Qjy8mFzpgHe+4eRG/n7R+Vy69AjBsMG/PLaMn0zv4LrUam5aPsb+bJyt2RDn9eUp1FUueeyTnd9Zx08d25xtT/u5Vqh00hVs3z1JCM1UaOyeM4XtHM8+jCyHUNWeLoNUYkH0HFSlURShqUnur/zYeSmu2XOewBQ13qIFKNJ+L9UREyBSpaN+Wufj/YzyvrayLXQlCij0hJdzsrzJo2q5PvYaQro/DdHKV9RZTLk1ytHxfpQkixMXICthJ1LwYY92JF/a7ahBzBwNvDTxYa6Nvpaxgl8nsAEenitJ6iv2f9faU1kiUr4p8ZGXHGW17TqGmZmBDFty+ptYACyr2LRA2XaNe7Kf6epIiHu2mpxJN0Pw2/LdXRe7TuNVsP+HaY1SuBQChdooE/nnKFb2t8wXYowVynuRUJi2DrPf2ox/nEqogh/NLLWd37mK40gYSJJKvrTbS6u6eDEbk8PlzUhIvKn/bxmMn+6dXaQN29+RpvbNUkQk5s5D6bvbvlkfvZ54U2HbXM3s2O6CA068R0nWGSts9UVWXdxZ99SlSHfOfS55Y/INvKnvAwwmziESXIJtV6kbUx2O7FTwIah2QEJV4l5Gx03VtpqEhCaHMK0Ke6q/c5z1ItgW/dG1PFz5iQMTaszHlfoUATnOL/KPkAgtIh5Z0UixSzrhwEJ2lu4CTGceNjmUuQuXkFdVe1icuqLlPtzfy16Bg22bDMROIhFZiSLrjBaeYjT7hPeLttbwePoE/On00A2UalOMRBQhgRmYz+nJd6GpIuJoYzrEzULfVLBTiIjr77Kfw7JrFMsHhZNqVxhObuCs2E0gqU5KW/EcZTfS565pRWOCJ63nmCzvxLIq3rjVCZMr7aJYOcxPMt9Bl6NEAkNYVslJYStIyBQr+5sKUiQUBqVlHq4vEVnZhaxapk9eyqWh17AmcQ2q2tN2nCQFCGgJ6sYUEjKqHCQRWU4ytIiENt/DN7r9KaAlMcwyQa3Xa/d5rGRZpEytprLjYD+/nRxjrbSMe6YmOJCNM1rROTFe4Z6xGL8ebS+SadztjOY+vOpQiIgJyDRzXVN0AW2ej7RWdPxM4XmaJy8xYC2r1IQTab21velbm3huDLNAqXKYTmTAczHDmO5KTvlSUqp1YxJNTXFS/HWzHKkQC6/ANEucmryZgfjpDDqkxanoSUhykMnc04BFuryPRyo/ckLMJb498RXSeQFQFWnpfs5LfIi1qTcSCsxneeKKtqu9tucTvCb11zNSJ0iSTjK8FAUNy6ph2FWOyPuaUlZzsS3mPfxg+usdedUUJeLhBl6xP7T9ftWareNJQmG9fAFvWdTu8Nh2jWp9AlmONnEN6tpAi9NgtvzZbPMSG3h0w43MS2xwJj2Z9oXFTTu2qzC4hRF+yxS2UatPOOLjDRMVp+JZLKuMLEeb7vWc2DsYjp/Tcq+N6XFl4AJ0tdt4koSEkhrn2tgF/M38K1HVlLcRcxf/1lSnR7OAKrIBdg3ZoXg4XN6M4Lxq4HqLlf0sTV3JA/XHmCru8F1daisqEsS/JaQOuCxxTLDBKdZhLn0q94MuG/Xfz2wMLKvkc6gkX0qw+Ui/1erjdCZP7rTJtPnmxJf4SeY7IlJku06i3GGet7ucV7ynujEp2nOWivqqmUNVwhhmmV6Hj9HGJiUtoFQ9giTrNKdVCxzJ3MuRzD1MFp4jXz7ovQfbrrE6dDHx4IKWqzQKP0yzwFipQdbuRgklSadUHcXwybyNZp8gV9yNYVYw7RqK7MevNuaNeQmhVhIPr+SsxLsxzAwPZf+NSn2Kr07+kkr1ONV6huPsYzB6MoOJMwlog7x/5CP0RtexMLHRw9C5aWPbtpBk3enLQaLSAAkpjKKEsTGIh5ezIf4eAq4sl133pBwzhW1M1fZQM/IochjbrpEvH2SBtYj1ybezKPlqFEVHlQL0BJYhoXJ69M2oaoJ5sdOIBJfgcvuFAvOpmXm2Zr4t2kvWnTbJt/UJWQ6wPf1DdtXH2Jn7NYqko7SMI4Hh34ssh4gE56GrMWzbpG6VSdj9bdASRQ5gWlXmhU9CkjT642eQl6bZXwxhmArbslF2GQ8wHFEZUhIcLeskNJNlySwnJ6tUjO7BlDkxQipKlLDWj19lwJ0AVCUpFAwc8GS1fpzplgk0oA+I8uGO1u3m2if+Vq65gDZv1sE1F5MkxcFvdPl+hmvUjSmeyXwDVe3xFrT5yYs8rVZV7UGSNE7TrmRhchO9doJzlAtwyVTj2rAIAWMgSQE2Bt/AkvD5uM/fxEMnyQS0BCfHEqyTl1A3CuzL39sMbkXljD6dU3sDXvVsg6Sy8f5UJc5q+Twuj51ALLSIQ5k7nSri2VLjjWibJOlM5p/y6bc243BMM9dW8PCK/aHMfFnGgms2Bvdl/533vfDltsiKW7QiqscaTv/S6KYuToPkkXX6oym5ymG+uCvJVHFHByyX3xSuid/UIRJjO6BipQkzJjkqAW5EAaAvuo4liYu8Y9YkriGgD3i/fbpyG0ezD7ec3/KiAk9lvtqmU9wwmTPlC3h9z3v58xVprlowTiQwSM3B4wS0eW1OqCTprE3e6DyFAQ52yzAzqEqYmpEnFV0rQN8eF5XOvvSvOZK5h7qR9ngmW50w2zYdfFS57d259Cm90bXMjzdzcTY9uVX4IxBei2cWRWdz56HrjJdTfN+q1OvTglYntwVZduc/i/mxs9swbxsTH3YCD53OK3Fl4v1tvKVNR8g6KX0Jtfo4dbNAprwfl9ZFswO+Kuaag490SZttJ0pbElFYHzbzqL0dvYnqhrbiIT/ERnKoM2xbqH8oStSJ6M33iiY0JcLre97LlfH3OCTDtrdJkFApG1NgWxSro2zOf8s7t2UVSBeedxzwItPlPeTrx6gYGfoia1Ak0OUoCpqD2WtsUvpiJ2JZJQJaHyF9kLHadoaCAQ93VqqOMSYfoe6tvw7huOM4Z4svUDcmPYWJocSZHJD3cNDYwlJrFRIyBzN3cyT/GDY2W8u3YhhZJksvkAouJRldC9jUzRJLYxd6m76A1gOSyvzkJgaiJ3jvWpKCxMNLUZUYkxwiGV6KaQnnV5bDvsCIQm/sJE6Kv4FzlEuI6/MdaS+TF4q30xrhVZUQ1fo0h/OPYtsm+cpRctYox6sKdVPmIYfUoz8o8by9h18dsbh3TOOJcZGFe9fy7mTbM2LiWkF4rsly2AMoug8/0yAcSV7ARHF7F9bi7tagG2iYrg1Qr09jYzA/eRFjha1/JH3G7qYqSZbHL+FYdSuFymHeNvBRbi/fQ7k+ja5EyFeOUTMyDMRPYURax1F7O5OF7W2i2CtS1zFa2Uq5NtFVMBuEJNTK2KXsyN7ahntTlDgfGPkIH1x7nOsfq7K3+hAbA9dzlDEm2N+EhZBQWZO6kf2lB18S5q4nspq6VaZYGZ2BGfwV++OZwF50xnD8YUzXBlgQPYe96V/RLeImoXJD71/x46n/QyfKhtajG1QefmxSEJc8uOloHy3HbKX+rhOoqXFq9SnfNWTnvvwUIg1caaNAyupKmzOSvIDb1p/AmtMmKRxWuf63PeyRnmY0+wRBvY83pP6MuyqPciz3eJPc1HByA8dzW5z7Flgut4pScihDZFltXrBRQZL54IJP8PWJ7/loQ0R7NVMhNNui1GWkq/sdkLZLZfKHstnpqdpNYNSGE+dwNHM/jdSmeBZV7SGgJqjUp7BtC0UO+ub/xvXmJy9iqryTSm2cocTZjOWfwbYNeqPrSJf2NhUdLEhsIm8c7ypD6DpOcyWPbvRTqalPurRL/fFTKVRHMa0ap4Vv5LHcV8STK1EnMyUIkN838hc8mD/E1oxwqGQ5yqbYu3ii9ksMs+zbVCioakJoB3vjQTiMA/HTvLVGZHIEZtTFrc34LPgpRDqkkSVRXatrMWr1PDUjgyzrLI2/mvHaC1i2wdXR1/Gj6S9xTuTN7JO2cSz3eBue1n8dWQ6hKXF6IyuRUFpw1hLrk2/nmLWdpLIAG4vd6Z8hIm0j9IfWcihzDzgRSYHPG0WSNGQ5KKhabMOJkgknS1VTSMhOWlRBUeMsj72ag6VHWBA+m35rHo/mv+69w77YqUzmt7I29TrOCS4josloEtyWe55d6Z8zL3EO06VdLb6O6L+qkmxgNFG5OvWX/NW6KsfKQT65d4KAHeDMRC9PZ7MM61HGayWuXxClYEicGK9w+eP/0PE9vSRtFtuqMRvxrt9Gc5udSXNmi4dXNaUAr0r+RVtK0LINAvoAQX3Y2ZF2cuCkGVOJshx9GbFaCmdH38b+wgPkSjuxrBLfGvsn0qW9BNQ485X11IwMupokU9rPU5mvMpZ91HPS/Dur3emfUyjvbcH8tZqNpoQ5bryA4um2NjB2ppnjV/mt3H9sgAP1JyiU9/Gk/SB7Kg9wLPNwy5kMnk//4EU7cCCiopnyAVL6EiLBV1Kmfxpmd6WBcU1CbcF3tOqkzt1UtYe+yGoma4Kdv9t5bAzHgTOJhZd3OE5ifvIiJElnRepa1idvEp+2CMiHAiNt0UbbrjkFAPKMpf5LU6/hfSMf55snfYzTwjfSWMDcQqfmgidQWB9/k1Ns4EpadafNyVQOoCsmgbPmkVwPt14zwQZFECSXq0f4zuQXiEq9DLtyeWoPi1IX87cjryLoUnKoKRYGzsRN/Qkqh0ksqyXShriXzx35FwrlfY1WlAKA1IQDiodXNc11B9O/JVfaSbNuZsNeaqV+Z5t5XRCUIy2E6E7E7NrYeQS0QYL6cJMur2GkqdSnsKwaIb2fZNhfGdgQeI9LAywJn49t1xjNPoamRJEklYncZsfZEVWntl3nUOZO0oXnZniK9s1DJ1OUOCclXs9pybd7v3SrRSVJZ03yesAiWz5IpTZOrT7BY7mvOXiwmuNYiujcwsRGnslleS7X4AC1rCLH5eNcFLyRoO6n0DKJBefjUtG4gQ/brhGSU056V3DHVevHPYydc9fdnoY3Dfw1q1OvI6ANomsDDMTPwq9Pa9sVqvUJ8qU9VOsT2HYV08xRo4Rp1ciX9vBo/VmGokIpIlM94ETvjzttEiQWXuFUXorCplhoEQuj5zKaeYRBljnruFt9G2Br9rtMFp4jZx1nLSsdCbcQscAIq+wTGxk/28KwKshyBE1NoqtxeqNrScVOoD9+KuHAQnpiJ6NIOqZVQlN7ERrJBofLm6nWM+zJ3sGj+a8DolhEsGkoDMRP59WxFWRqJmviFgkdjlefIxFZyWpOZyh6qjeOFCVOJLgQkDC9Dabo8wldZVFPhqXRAjISfXKUsmGzPpFgR32UjJTny0cO8S+jd/GPO1+iduqy1DXo2oAA9vkHt6R6xQqzmUueORvdRziwiGtiN9DvO++vMv/aFpEyjGkuCr+Fi8Jv6XouSQrw7qEPEw111krtja5pwmrNtTABOqVWTTaXfoTZAsiuGzlOlV7FPHpZkrwYwEs9iQo6pxqnqcrNJb3E91njHt37LFePki4877BPi3vw/3Zf5rfcdcyiV1/uYUIEyWEHHrD4GU4aeHZMVaO8XJhhTHMg/RuyxV0tR750x+AV+31t5oVTUaIsiV/o+6Rztd3sphANDnMs84AjyTObNJPoe4osHDNZDhPUh5HlKBsS72fEXokkqRwtPclBQxRC+DeKtl2hVD3ScTEVqaQGoL59jCocyj9MX1DiDVfvZ0w+1Px7J43VurFL2e5G0CWkndn25mLYUwWU5X0YFYV7ar/xniESGMTC4kjmHueaMtPVvXzw+f/jcViaZonnM+6ibYqMB2aXKmDFiej55b2asV0D8bN48OxXszZ5ve/TmZ5DYUlsU9unQX24SWXHTY+7UoudzjObKUqcddGrm9aFWHiFALzbNb5w9J+p1sdYFrmgBRsmOLZsu0Kxsr+JcNclNbbtGrtyt1Owp8DBC54bej0RZ86XpCBnxt+O4D4LOE/Ufs+a2tesBT7DswBYVo3d5fspS/7F2kmr2RZ7C/chyyHqRgZsQRIb1PtIRtf5+p4oYjmQ/g0P577YElW3eT79A36Z+ReyxV1clPgwJybfiiTppAvbO97bgfRvsOy6085iTnaLidw2c57C9ytBZH1r/ofszt1B3SywKnIpr4lcLGA/LdAc8YtGtO5g+g5PXWJf+jYOZ+7lgeznHPEAMfZHkhcQ0HpI6Us4Yj6DqsSwbYsT1YvZn78fG4Md5bt8OFRBRYNtYVllJgrPMmkVSIYWY9sG47kn2C5t9tZEG5uFsQ0sTlzAcPR0AlqSdGkPtm0xVdhOqXqE6fxWAVeyaoT0XhQl5kGAbIdDUvxXom4WSaoLOFu5kCvDF/NA7gg7rEN86uhW7h3PUTeLWLaBgUXZTNMXWYssRzHNIqXqUef+3aKUFDY226rHefToPExbJmpHuHk5rErAt6d/RlHKcFZ0iB3F3zKR38qDuf/o2v9mTKeu7HkdWfMomfJ+kRd2o0eSjiwHm/7drRJMknTB1zJLtCcRWUO1nqVan5wDLUBjB9LNZDnaxATfXE6sdGXqns1eTDn/stQ1ZI3DSJLCPHk1u0v3UKkdYyB+FoZdpVybpG4UnBCrGATJ6An0asvYm77V+wwk3jb431gSk/lf+z6NZZUYTm6kUBsjV9rp3dmK1LXsy93t0Ri4bPii8q09dSJJOoPxMzlLPo/N9iNdy85BOHsSMuO5J5id+f8V+89kL5aiQlHizIudxlhhaxNuShDPqj5dzO7X2ZD4AAUpz9bMd71U0MtpqpIkqPdSKO910os53j7v7/jAqiyveuI3LSlI2bmn97Kl9BOq9Qna076KKCDw5pDm1Ksk6fzP5Z/gEzfsRk5ofOabi/m7vV+cEUIS1If55PJ38veHf+1wnPkVAvypuFYqhM5KAiJa0RibfbFTuTx8OZtru9mR/tGc267VhpMbeWtqE/+0/x+8tNfpyZuZlI5yIP2bF30+txqxQZOi+ApUrJaUuOssND9rX+xUpou72vqaXylmMHEOASnGocydAjMp643U5ix9XlWSJMNLmcxvpfMa0rBEZA254m48pQhfNMw1XRvAMAvYtoEih7HsGpoSJ6inqBslStVDzc+BSkAfoFIbQ5IUj4Kq0SY2A/GzOF+7kJ9O/ZPvviSa6GccCi0kFUUJYxhpVqduZGfmFwzGz6RYHyPvEOuKcZLHr2ph2waqEnXUCWiCAoh2imGaBdamXs8L2Z9jWaWmtKFrsfAKlunns73wS0yrQn/sRMayjxHUh5AkmXJ1FF3r5ezwG3kg+zlcqEM4sFDol9oGNhaWWSIcXECxcogG7kyMRQmVYGAe5eoRJCnIYPx0cpXDDIXXczD3O/qiJzBd2oWEjCIHqBppx1kr4fazUGCESm3SaavmOanxDoViSigwQrl6hIA2D9OuITmCB4ZVJqgmCckpMrWDlGoTzrkU4uHlXBW5gV8Wfsh7Bt/MyUnx3gYCNeZFSjwzleTm7V/ifcPv40ixzs+mP0MkOEJPYBkHu4y1GSNxu9M/I1PeT60+3hQRs+0a8dBi78FPj7+dvtipxMOr0LUBB8TsB5p22pm5TNLCssUXqNSOtXX+cGCRVyTQsG7C0X429VZiXT/Q0HS+l7pG67rZXPnoAPamb2UyL6SCnst83ym/hvHc40znn6FcPeLr7GIAZwrb2Zf+ddNnYHNP9WH25EyPBXy8sM2RIsHhQEqwP3+/7z3ZXBB7D4tTl2PbJqqaarvL/tgp2JjUbYvpJqLH9ucp1SbJVQ6zNHUV58ffyyuRtv865vKQCXP1QKNdqUVUB2zd6sABXB5/H6noiY3PfWNc8mkNP5z9nIP1cUlRZ+tPLi+Viv/YbsUchpl1duUSAafvf2v8X7hm6/NN+sog+NkkJMpSxSlGMBHan+KZRKTFrYi3nfmshTjZrlMyAFmivLuOJtv0hFcCorJ2ZeqGljtUMK0a3z86zrRXaWoSdCo1m1PJlncfLq0KyCSjJzgs/qJdo6GlvGvorx3CU6GE893xf2Zn+mddWnRuhTDHMg/wqYOf9uY+CYUtma+8JAcOcJwsf1WoiKKG9H405xn9mrCdNgQLlVPR1TgSPjF1VGQ5iKamkFCZLGynZgunzcYgEhxp3AM2sfCKpupqv1l2DVnScN+zLEeJhhbTKcqYLb7g9Q3LKrStYZrax9rIVQJjblvEQgtZmNgkYDZK1Cm8EE/gmSRzY+rt6FovrhqErwUBhfHc4/x06pM098XmaluXQiuo9zEcPR1VSXC0+jS2XWMs9wSuNi/AovirnHVCnM+yiihyEMPIeFrdjfkhRE/sRK5JvhdZCbNaXsjyxBVIqFwZf49XdOhqLqtyiJuGR7g68S5RKFHaiyRpVGvjVGqC5L5WH+eJ8o+96+taPzUji6oE6Y2uIaj1Isk6mhppiqKuSF0jnHdMqvWMl7EKyFFK1SPsz95FT2QVVTOHbVsE9RQ1M48s6QS0Hud40c9MBzfnPm9QH/YyZ4KzVsbVSa0bBfrjZ5AML8Gyati2Qba0j6X6uQTkOLKkosgBh1BbAkxypZ38YPKfKZT3sTVd5IWcgmFDzlAJaXV6dIMbU3/ORNlkJKJxQ89HiepDRKVuhaFzwMT5sWya2ueFjrOlfbiDa3P2SxRr4xhmhVpdaJ3KTtrEtmttklciFL+cCxIf9H0q+RaNxkCJBAbQNT+320yh+plEnjuXoteMfIfrd7ZOk16nzzo7enOlRenMe3c0cx/fG/97b+E0jGmKlQPiF3Ydw8y37Rwer93KWOlZZDnAVfF3tzyfTb+ynGujr2antJPFkfO63pGqJtHVGG/teydXxU5hVD6MBzjvwC/2n99eHnH1P3XzvztX3sndAS9LXMK1qY+1/8aRBBp10ljJ6AnIchRFEWS2y+JBVDnQ4bzKjEUHGxMf8pjOmyXzGmcS/3fHsSu/5I6VRopHQiUaWkquJFI6JScLYFkljmTuJRJaJNKnqKhqClnW0bU+ns5+W1StAbrWy4b4uwkHFvGmvg/S6NcNYvEGtxxIksbWdJmjT4e5e+sivjK6xyEzh7pR4EDBV1Ak6UiSRt2YZHP2S03RoZDeh6LEcKWC/Oz4llUBSXWiVib58iGhXeooNhQrR/l54Q5HV9mJNvnknPw2ED/LYfKfm1lWyesvvz/BeQc9ZbtGqToqsFUeBk3M553m2Kez3/aA/cIpFFFSy6pg2TWHSLbC8exD3m8Kpf3CQZR0ZDkkCrK69EnLKjURVIu0moGqJjoeL0wRzosU9FQWAOpGmmcy3xBpYAzylSMcK2zBtqtocgjLMpyNQWONGoifxnBYoW5ksKwSK/WNLExeQmNctK91mtqHLEdJRNY0YcIlSaduFDiUuYdoaD7n69fi4ueq9ayziVG5LnEKqixk3FyaD8PMYGN7+p2x8FKn/8qElBQ7rEOYZp6fTn2SXemfYGNwe+HrmI4u62RhG6CQLjzL/zjwQ251SLBdRQUkGT+nmr8C/LTwjayKX0m5eoTx3NMAyHKQTGEbihzkjX0fExQfdhIQm5h4eLHXPhOlF5CQUJUoucphCpVj1I0pssVdaEqYuiFI9Adi6713VauPO1jUced+Rptw9/7snWUbmHaduDzEUPwMVCVMLLSAKY4wVd6JjYVhlTmae8x7ty4BeiKymt3yC8Q0WBiu0qvXUGSb6ZrK6qRCQJEwLZtUQCEpDzNhdg+yzKGwoTHgQnqvt6v1h1UVJU65esRx1kzGso92nbBlOcyF+sVU6mnuzX7G+1xTe4mHlxENLWNtyuVdk5jIbfaEfAPavDZeKL/5iYHnau7LkiQNrUXSpNX8xJMuHsT9TJStz7T4z+zcDMTPmjM2z5UWWZm63sGqdI5MLgqeTUBLYlklbst+oW2HuD39Pb509JPsTd/adbcOgg+vWs8yFJb4ytjXnYogYf81xez/82q+vhiakfZ311gYdqdv5efpzzR9K5wCk2LlkDf+s8VdgndNUgloSb44+kUmckL+qNGfLbpvsCSS0RMoeTgi26nQs7zv3ciSsE5FCNCI2EggqRTKe9HUJELnOeWdS5I01uivFtENDBbGNmCaJQd3JnvE2rX6FMfk/ZRro/y2fDeNBbaRWhuIncpATICYY6ElrEuECIdrPD6lszP3a8BmOLkRSVKpGzn6YqfiguldZ1EA94dxgefpwnNYZsnBMDWPaxGRqTiqBxKJ8FI2RN7izYm2XWEit2VOY3Ii/zRbCt+b9bjmFn451Glc7JdCN2Jl79g2R91/bCucQ0ZEoUzhLDnpv3mJ87xo5arUdSCpSJLKWbGbsKxCEyTIzfh0HkMmperBjrymqtqDpvaRiKykP7KOeHgJpllEll35sAZmWZJ0DCNLrT7uafL6n9HFnk8VXuDfjn3de84j9gu8d/BsFqUu9n7htpK4/yCbIjcR0vuxbINXR9/t4Rhtu+ZkfEwWqacRUhqR5Lox6eiomvwg86ADZ2odWyaCx7BOobQf2zaJBIZQ0FhkjyDLkaajLatGb1Rw5RlmFncsF8qi/SRUDqR/Q6U2ztnx7huJklSg3+p3z0qxcsgniVVibUpBklT2VH9HUB+gZuTJFLYTCy3AtmvUjCyhwAh1I4dhVQgH+gFBrL0gfLaThZMYy22BrkVRop0VOdj0vsRzFknnt7E3eydjha1UaqMUq2Mcyz1K3SxxJPcIpeqYl4oGOCFxI6oSJl8+SMXK8dOxUZ7OhHh0KoJhyqyIicI0VZZYlYB1SRg3dtGvLO/aTnOqThVcZ0FypZ1tUbVQYIhwYLDLL9vNtg1+nv1qW7Vq3ZgkW3yBQnkvz6d/AMBZifc0DSi3MKBbCnRJ/EKv8s51dOZ+X7U5U6BYtkFSb6R4dW1A6MW9CGueKMR9WlYRVUl2SB83TJbDjoCwzYA1TLCL4ynLUcrkWK6ew+rU67rSxXgEk7NM0KXqIf7l6Peo1GZroz8kZcErNpt1BP7P2bHzvzuzDSjf4HJrTPJuxWa9Pu1U3I17UfjGRq9bnxB0OV9YcbVQXrVqvuMbUIK6p3/Y5Sw+fUt/OkkAyA2CegpQuDDxET6++BNc3j/oaC1LHC1sRiwygluuQTNhsi99G7Zda5MM09Q+PrP2bynVJxjLPsaa6JW8Z/D17MnV2D3ay5bpgoMtghPtM7k68S76YicSUQeQ5QiyHGE4chqyHGZF+CISoUVehV5P7GTvOm5E0n1/7sZY03oAmWo9yzbrgZYNs6/QYYYxbdu1GWiMfh9rcPN1vq6ospPlkNdPuh47B6fRxiAWXupzbhpV0rZdR5fCpPQlYFvsyd+Ni7l7NPuFpnGhKFHeNXiTqJiVOpFON67YaqZZwLQq6EqUydILmFaNcGA+UV/6VpKCzEts8FU4i4KzfpZQdRzDSHAJN6TeCwi+QJFmFBHm1ZzO/JBJ0u681tp2hbuy/0yxsp9iZZStPEa51s4IEbajvHpI6aD0Y3M0c1/XCmwvlS4HAYtSbYKLQ2eStUuew+y1h1ViqvCC90svit5UES1h2yZPlX5KsyleRer2wm0EJQ1J0omGFrE29TpvQ2bbde4cy2JZIoKbCi11ItBiXIBIidvOPKbKQWRJcxgwwuxK/5xybYJwYCFBvW/WvmaYGd94acw1siLa0XLaIKAm6ImsJhVehmWWvCIc13YWf4thlkSBRXEHzxVv47ujRzlQsBkvhgmqJrIE5/ZbrIxW6NVNro5cxXmh7k7cnHjiVCWJpkZnLE54+ULt7q5oBNu22gCf7vedgPWyHBb0JxgkImucqslW3qdOEULJAyk2UjLd9ViT0RPQ5Yg3uQ/EzyIoJziUufOlPC5uUcLu9K1IksLy5FXszd6BZZU5Ofk2nsv91NE3nWvbSry25695ynqKbP0wV0Wu44XaGE9lvoam9s6BV6+Z32huV3x5dGT/WPaf7X6bzc+lNtNRs43JzvxPoiioU9GPAOaKYprunHSq2uPxXc1sCooSQZXDDhbN6l4g5QHTy03Abfcc3RySaGgZsqRSrk0hSTLzIus5nH2gxUFt6H2K6sY6rdyLm6I3c0/2X3F1UpcHXsWu8j1sCN7A09Z9bNQu5YA1wWv6hvnSxL1OGk9CU3tRZJ0TQ69hS/Zr2BioSpLTom/k8axbcdaq/6ywKHUxR3KPMBQ7g6Ix4XMuJZamrmJf+lcztO9cdEdfCofbXG3mc7uFcZZVQVOToqqvS/X8XMwtiqvUjqEocQJqCtOqCl1WVC5PfpTN1n0tlawACicn3+Kx+Ltz3jmJ97PX3jIHvd/GeVQ1QVjvJ18+iKKEkSWVoeipjBWfnYEkulF8BoIbLhwY9BXdiGPAFlAmWadan8bPlyihOkD/A8hyiMWJi1jHWmqWyb3Fb7Zw6Ak+xPMSH2Rz6UdOAc9Mbe4bF64iBIr3Zzi4AE2NNOmBur/rVHgj+GUNNsTfw5byT6jWxmnTMkclFl7m8BjWvKKknth6Yuo8T+O3UcQwysLkRYyXtlE3Cx4fXnu/F2MqbxxnOv9M0z2pShTbtqgb6Vnao/mdgNjQ1Y1JwR4hqRhmfsb5yHtKNcVg9GSOZR8lEVnO9bHX8tYlJSKqgSzZLBjIUCrpTOQjPDGd4H8dvo/RzP0dzzanSJxlGwS1ntk5hCSZgDaPSLDB3aOqPTOUonc22zZJBBfw1wtvYlnq6sbp3UXJmeiHkxvR1D4C2jzmJc5rUnQQ3nhzCqex02+3aj3jP3LGBT5T2NY0wMdzj79kB07g1Gx2p3+OKzuStATAF2yOWc/zvpG/YCT5qhdxVptfTH+KQ5m7yBZf4Japz3PA3IIshzywt7B2KpBFqcuIhpayILGR2bFhjV33fzaH6D/b/TZbp3Rip6Pmxm/lN1Xt4R9XftTh8BLWAJqbFCqHAYiFlzMUP8PD3khSUCi3SEGwLUKBkRm5GoWJ1JfgmKpwReIjLalT/7OYzvhtBm7LcsgnKt/en22Hgd5yIu2HM/cK2aEmKaUGPYltV+iPn+pF+yUpSDQ4wnuX6w7fExTLB3km83VK1UPcV/gaASXBuYMqB8wtjJZspksu5Y5N3UhTqR1jc/bL3rswzAyPZ7/YaF9Jw616lVAJaP302wuQkHlDcgM/PfFi3xxqe8oqLy+n28tpMy8rIuUpdHLPCL+OsyNvIRQYmiN3p9LWR3Kl/V7RmGnmKFUPOZsC4RjfX76FqcJ24uFVyHLY15YWWWnCA8kLZwo2F77HRO7Jtit3j2iL4hzBv1elL7IWXY2x2jqBmC8a5z+Pe65YaJGTDpewrAKF8l5Gkhf4ImXCWagbkw0MoFdsEUbTejCtKiBjWVXS9YNs53nuyn+habMuSZrTf20eyv47plVBQmqJYreaRUDrYzi50dFibbxXG4NiZT/Zwo62SFw35RXRvjK72UzdLAgtcx/G0C1OKFSOcnLiLYQDi9AUgfFTpQDjpW0erjsWXsZbewVNzGR5JxeF30JfdJ0IOGmdxoXF4exDTOeb+QAtq0ytPkEkOI+GxF3D/FquDWvgwf1Vu27K2nUkO5nsKwrLVA5g23Vq9TzHyzU+vr3I53fFWTJ/mkh/nWR/mZ5IGdMGVeoetZ4z2W/dLHJN4s+dAdD+0l0Cymr9eJPUktKhWKHrzchRxwE0yZQP8u/Hf8W+zO2A8HivSn2s6TzHMg86eK0JD0TsWqU2ir8juR0EOg/G2VM/L6dJ3n+62kMyeoLvujabs1/yuKEmclt4Opembr+4qJh/IBlmhun8M7yl/6PcPPhOD2siRIsbPE2q2kPVKmBaVeJ2PzMXisBcnYlX7E/VOlT9xTZwzcIxLD/voc8ZdKOz+dIeRnObBTZGiSPLOtniLmy7gmkWUJWQj7R6Nt5AAUx/oPbzFpiF/zeNjZV//PrH7XmJ9/ONk/+WwcQ53vc1I49p5lHlMJcm/pK3DP4116fex9rkjTTY6JvnposCl3CqfpVzWoNl2gbuPq5RrBxCVXtwiyuC+hCGmedY5kH++75vEFUGOCkFuurHzjTEt5vNz+/mtrWCJOvU6pM8k/8xyfBSfpZ9mqhmIMvtPJudaFnEouwWgbSOzeb2nJu9lCKf2eYENyUvMSEfZ2v9diq1ybb0fSeLhZdyQ7KBo+pcvGE7aVuRtixVD2JZJXKlXR75rvitwoH07ShKlKGES7KMA+ZvVwZx9a5brXU9mSruoFA+wF35L5AuNaJqshwlqA/TGzuJYGAeYJMr7vYice51ro6e58hXdVhnncpIEGOxVp/wkfeapAvPsi99W1sWxbZrvnXZbigHSDKNvtCuX1utT7PGPt2BJDQqtMXzCB7DjsVFjnPodxI3JN7PNamPMJ7djGnmWBO9ko/M/0BT0EdUhcvIyNiYGFaFkNqLLGmUq0fR1CTR0DJSgSUMhMR5S9WDPGk/Qrq0l2hofhP8IhxY5EmcAW2FKYoSQ1VTlKrjHbCAYsPRTiLuPKcjbSdJulN04m+5zptnWdIJBUYAyaFJEVjLX2c+xebsl7mz8gCHR5P86rElPLVziHiswqJwjX9aclbH84kWm4OJHcI+HjYeZLl+Pi/G0TkpfA1rtAsJ+ch1VSUpxLIlnfXJdzRfy6m0UhShy+lOcHVjil9lPkNrObWgM2mEbkOB+bg6rn4L6UMkIqu9sDDg7egSkdW8mMlKlsOsS715zscL8w8QmWhoKSPJTZwRfh2BFsBks9k8nP0cY9lH53ylbh3oJ5nv8Fi+ocXaXA4vEQkMcjz7MOXqKAdrTwDyLHiqzlqDL58axiv24m0mZ6nZYen0bpP2IKFAnUR4adPvWt+pJGlEgyMUKkcdrqUaYCFJOooap24UkZCcnWdjQ9HQN229tk2+tJuA1u9FmFoVGxpHGshy2Bn7DStIBWSg4pvEA1qCUGAEwyqx2bqb24q38qixhX6rX6Rk9CFOTb6dWHgFA/GzWJd6Mz9Nf8nhqhLX2l78FV8f/xJg8rEFH2CTU1VfqY0hIREMzKNan2ai/DzfOjLeRGESDQnWef9C57ZlNLSMhCOW7m6IliQuBkllYfx81srnsz9zFxse+R650gFa312DhkO8V5GuqvsiB/7pXaRsX7y+7ovdpDUoP/z32tlsdqV/Qr60e04OHEC+tJsfTPwf3xn8DoTf3Gc3fQU2Qm4p50RKNa2HaGgpQS3FeGFbU/QZ8N6TcBRrbYGC5nuQHDy27UTATCyr5PGDAQS1XnrDq5jKP+tBk2zf2AgHFnFu/N3sywtJrc7UXO1X72Z+dYXOB8ii6lgKOn2m3R2QZZ17c5+jUNrf9HkqehJrEtc613fbXgZkp0JXpaFhLOzZ+m+5p/JT753tKNzOw+kp+kKrnKralUiS4mEJ62YJy6oxUXiWYWm1U9Gdo1Dey/HCM6R0m7ij2HE8+xB1I0dcHfZouAAq9QlSYYEnkyWVV0ffCSgCZiGHiQZHMIy0WIe1ftrNpBniIdLSLh+g+/0hh8R7NrOx0JSIo4LRi5gPdEAmqA+xSTuf8VKIqGpy/0QERbPYuOYw127a1/WcszpxsfAKUtGTiAQXk5SHeTrzzbZjFqUu6wrG35z9Ko9n/6MJT2eYWWr1KWy7xra8qHRUlSSWVfaOM8xyWwFDu6escKLUTI1Rro52dGJK1SPkSnu5IvlRIsHFqEqSa+I3I0lCvFhRIm2/6WaWVXZKflsHSGenRlV7WJa62qdyYRJUE7wxeT42FuO+0L2qJElFT/ImlJdT1LxUPciWzFe6fGuTK+1lJLkJMdHtZDZaFFGVpDRVdrWmu16xP6Yps0z8zZHTTu/2qcw3uOihjEMh1DhSVaL4+7dt18iV9gAWihxGlnUkKYCiRDGNHJXaKDZ2e0TAuaYr0N1qhlXCNHLONepN34mFxpX8MUgpi7zNoCyHKUk53v7cZ3ykqLAscB4Lwmdjmjmm88+QKWzjUOYufpf7Iqqa5PzQG7nr8gpnaq/he2vPZ8s7LN45+F78Uehq/bhX9PSvR7/KltptgNjVDyXPJRYYwbJKxIMLiNBc4NQbXOFjnRc0Eu74UJUQI/p6/BEMQfJtUbQmebL6S1Ql6lUQdnp3jUi66ZGbi+hA0JcuE7+YKb0+V/qk1jlP0Fr4002ti163TeVLp/FpjzBC+1LWOMaN1qpKkr7YKTSA9haV2hSF8j4MY5q60VwI4BZhNO5/puCFTDQ0vwtNlbiXcm2UscJWTk+8s+m9uFaqHuKR3Fe5M/dvqErSlzaNtjmY7VAF/7sWlb9rUjcyED+dbusStoWuDWDbVWQ56GN+aPTHM6NvBdty7qVxnmxpHwcrj3nP3nhOE8s2ePfQXzhFEILvTUIlX9pNobTf412rG1M8nv8WKgEWJjbyt/Ov411Df83NfTdyYXJYcK9ZFSyrxpR0BFWJM5LYQECbR7U+wSeP/JqEtgC3L0mSTKZ20CtaArFWZ8uHiIaWIUkqD9d+gaomWB240KsQB5nt5v1e4eRs5krDNb/ruW92FDmAZRvU6lOOoyucwUptlOfqhzhWDrAlHeTiwTyxExWia1XUwe70Z7M6cXF9Phu1KwDYmf5ZxwF5LL+FulnsQrPR/nDhwELPaTLMPCtTN2DZRtOxplXzEQxCf/x0RpIbATG5CBJBk3uz/0bz4BLnWJi8pCV6YCJJKnulA5SqoxhmlgeM+7BtkwPp29uAiDNHk2xUOUB//FTc6jFFiTth0vZjTbPEKnsVN8Sv8c67RD6DezPHeLL8sybnVFOjvDl1DRsib8HPSeU3QbUyd6kw75lQHdLRztEa264xVdrJXCOtYnK0HI6nQ7Me/4p1NpFOfzlsrlyEM59jd/pnbeNBjMX2hTIZWUndmMKyKth2BcOY9qVc/GNfaopsGA4zfOt84XJpgYLaVtJfQpZDXJr4SwJaH7vSP8UwS2yIvwdNiTPPGmkhRYVnsz9gd/oXbU95Yfx9vHf4fTxQ+h5n31FiVB5l/cIx1EGdd6/INNEJBLR5XsSsUjtGobwXWQ6zPPZqLg1uZK0k0rcRuY9eNUQk1NjQHkzf5W1M16Zex8bEh73vMoXtPJ/+EanoiVzf+wkaDmrNi7yrSvd5SFTeVWl/LzK2XcXG9vB/s1lHGo8O6dhNiQ86lCjiXg0j42g4Nx/ncv51t5cOw+i8UWmQ1vqPbNyDhCIHMW3DO860SiDJjgi62uG8cpdzdbgnSSNT2OY5sLo20EYkLEk6Ib0XdYbIpG1XsO06oUA/8xIbHIjREJdE38GK1HWAQiy8ggXx81rks2z8lb+61sux+nMeZ2ODKNqNxot0pcB02di24Usb2t6zP5b7moMxayZdtqyirwCj+V0aRoZvT34byyoiy2GPe02c2SCk9xLSBwUW1KqwL/Nbjuaf4L/v/TLfGP8P7sse4+7MEYeiRZiCRlBPUbVy1OqTJKNrkCWNI7lHmiBBplXDMJvl6IJ6imRgMcnwEgrlw+hKjHEOEguMEFSTxMJLnUh34zcjyQs6Sq6paopoeIlov5egWmSaRRRJddraxMb08LmnJ2/mAwsW8fCEzPl9Rc7ceBxkCSmoIOndXbVZnbijmfu4v3Yr5dpY1wWibkxSNyYJ6X3IcmBWFYRS9YhXgg8WxypPtwl31+rjPkkpmMg9xVFHFsrGYCzr7gI6TwYVK9sWEbKsEjvSP/ZwBVPFnXQCYcpylJAnutw5PXgs8wCT+a3MS5zDqtR1WFbFF21UGIif5bFVb4i/m1tuPMzJKbyK3y3Zr/FU5mstYsRCLPvn+YdIKqKUu5P1R9YR0vt5sbtZG4Oj5Sc5NfnOjsUmEuoMlVTN5jqRjd1bJ8dv5olvZvt/g3AXcIDJfwhzU1u/PwGzwGi2j7V04XnAdvr1TIu37B1jYwj5meSHkeUADU1e/zs326R7AAJaki+fn2Z1+DLARpZ1AqhU68d5MPcfvjHv0kw0p0KEM2bzu+I3+cKxz1GtH2d3+meE7SiKZlHdV6VsqEjO1BgOLGJ59KL2p5GDrJWWsWEA9ss7AIWPDK9HkztHhGQ5yqHKE2w1/AVQNhISPzrhEv73qWmiocVNc02lPtWCr/ObwsLkxTTUIxRkOUIkuMSh7rDbKDxa1S6avmvrJ42orj9q9LvcF6nUxrznaoDIG4UlAmvrOkW/f99rjQh2isQlIqu5LPlRAEcHVxSMNfBbEc4Jv4F04VlcHVHbttCVGMPR01mQvBBFad0YN0N3mjDWXqpS/Ne61tTqU22at7YtAhNbK7/qmq0IBeYTD68krPVxZXgTtm2QL+3hN9nPUrLThAJDFCujTFV3O9WlsvfuNLXXYWAoUjcy5EoHOJ5zdYhbo7Bi3TPNnPiNWRKE3d5zmc7vKm3UWwFtHooSYzBxjg/6oHtOpY3hUJE1IvFCqD6KhEqutAfDKXIQWPo6S2KbMKwSdWOSpzJfZWv2u0LPVI0zlDiTQ/mHKVcnmMhtFnAKScV21kc3Yi9LOrKssirpFkMKOTdNiXA0+yBVI0d/7GTqZpFs/TA1q4hpVVHbJDgV0uV9KHKAUGB+E2bPNHIUygebHMzZzK+LCyaT+acwzCya2oeu9TMQP40VqdfyunlDvPWCPdy4sMy8SAlkCTmmgyxh17rj0+eEicsWX+iiZ9ds0/lnsKwSperojGlAv1gu2J5Y7szWwk81S8She3l44zqdiBslVCyr4OPDk8VuFhVZjjoAxsYCMZbbwu7cHU2LhaomOEN+FaX6BCCxy36cf7l/Bd86Mo7rmPkBoq12NPMAt05/uuv3RzL3OCDVmXaznR2ompHnnOhQy6cKocB8+uKnkIisaRG7ds/W/D7dTj8zDUlnyZy52f87BROudmHDFE5Pvov5yWbnQUyYL2ZRFCSds7+Dl+4wJyOrUZS4g60JOKmMTmZhWQUP55Yv7+fOwrcAmZMTb2G+k8bvZi5nWqU2ybd2jnDAeAJQMIxph/rDncxdx0NDkoJ8aOH/YCDhYudkIlo//fEzCOm9GMY0EiqDiXPYEB/i2f2DHNjdw3f2RwnqvQhQ/BFeyP6cXHE3qtpDKnoSqtrDytil3FX5CR/f90sOpe9GU1Msj1RJ16oUK0cdVvuGQ+ZWHvpTva4VDRVZshkMntCUQrZti4iTimqY6yxZHM7e3zQPWlaZUuUwmhIXVBtaD6ZV8iJlzXOO62CJ870q/r6WSFQjqitJDWxsKyFvIrTIiSq4kVexcDciqrNhtma39rm+/ZzZ4i7uzn/FaYdqWyretirsl3c487jupLGqVI00BhXO1c7ANAsdKhHFnTbGnWi3/vhphAJDxMPLGUyc2eE37X05EVlJrribSn0CWY764DUNWxO6jEtD1zOe3czXRv/eeQ4R9SkZU1Rq4+hqnLg+H7CQkBiMn0k8vBLJAdorSgxsi0hwiBPjN+K+k5OTN3FO4n2+ZxLP4zp4lldlOvO6ckn0JgJqipCcahQu2haGVaIvdkrHTNFw9HTWJK7x2iagJTg58SbnjBIHCw/5CqEEh5wqh+gJr+BY5mEMYxrDzHsY03z5CFOFF1Bkl8xbQpZ1ipWjVCjgFvdZVsnjjavWs2TK+7kyfjN1o4SEjCQpZEt7fNFl0S6mVaVuFilXRz1lJABJDmLbZkffoZu5EdJmjK+NYeaQkJkq7qRKgaGgiZpS2HDmEZacnEFdHEPqnwkvL2wWJ05yKr0aC4eixLki+fEunV1Yb3QdJyTf6Nx4kNZF4oTkGztGtwR27Jq2z5vvaOaBL4Svh5l5sXMnwtbJQHGqhvwmIgKDibNJRpaTrR9u+p2oxmtOPRnGNLfnPudEEm3Gc1v4n3v+kW2VX7Mufn2He5F8fxfX/P3TYp0dqLoxyeeP/O+mKKemplCVEBvUi5AljTO117SlYFrvZ67pXFfe6E/D2ukJ/hRNQiJhx8jXm6Oia6JXNqUO5mLt/ah1XEhEggs7vk8R1QkzL3FeV5qgUnXcw3zZdsWJnjUchUaUDe8Y8aeoZLesAluz3+Vo9mFEZErt2F9cHjHbrvL/2/dZKrVpVCXG6cl34VY6iqdpbLBsu872bIGJ/FbnLCbTpT2cKJ3HKn2TOFoOcknwQr4xeQvXPns3Nzw1yfyIxDWxN+BhfKwqNgZ9kbV8cN5riQaH2Vu4j3J1gnf0vpb3zP8b1kWv5nO7IKUH0NWkc/3qrKlMG5t/213lbY/LHMjdB056xX2G0cwjLe+wkab2E3hLkoYshxD6kRPoapyg1kODrb/VhJ5yNLQUsHjWuh9BcttuyxNXcFry7R2/m8ht9p1fafmzk/n6wstK8+NGbhs8n+LPBlfi4ewDDpi/hqb1ENSHWBW/khF7Db8t34aN7VA7iXO4kaPmuVRsisZzT1CuHiFX2unLCrkmNekHi3OFsaw6SCqaEkdTomhOFsO9R1Xt4czIEMeMHKHAiEeIvDB5EZKkkynuEuOmNs6xzIMi4inrxOV56EqEaHCYeHglJ8ZuQFWTnKtdw4DdwNIds57n2arQu23ABUzHUZSEbq3cHpFtNptfZf6VUvUgB9K/8aKN7rv8s96rSIWXt0XAh+xlhK0oSKI986V9bM1+X5xfkr3z6NqA9+yZ4g7CSq9TUSruo1JPIyFjWiUWJjbSE1mB6Wwga/Upglo/FStHIrrau3rJoUUaiZ6BZdWQkTgxeAVhtZe4MoxllZzosrvhNanWj1M3cs61G9W7w/GzCAfmdy266mwuBrM5+qooUQYjJxFQE8TtfiZrMkigDetoC4LY+Sr1p49T21fCGOueup01Elc186hKwnO6NCXKw/XbiARHkFBbyoMF2/Jk7mm2ZW8BJHQ1yUhyY9PiOW4LQLTfJFRMs8Tx8rPeudpNIqDPvAibVomakSMVPZF5ifN81V/N5fWyHOL63r9xcHzer1sIjRu/GZSWEVeHyRZfIKDN6xit8punhyiJtKht1yhXj/Bc5vsdjrYZSV7AFcmP/8EdnoXJS9iQeH/TZ3VjknxpN7fnv0mmuItJaQrRNRrP71UVOmHzc2J/NqfrzYufjqI2Jsb/u2Z5upJ/ymZjcE/2X9qiNs9lvvOScBizXa1Y2d+BtFchGpjH/7f8L7k8tIlSdcz73J/6rNbH2kjA2/nXOvNGuU6ecHgc5w6jC3C9MV9YZolqfRLLNtgQH3I2beL8pyT/zLt+QOtnXSLqVatJUpAPjdzMA8VvOQU+QrD8B5OfJ1faRbqwnR3pH/HViS3cU/2d79pOSlSS+eyxW8iVDlAzMthYHCka5GoWpwSH+fdz0oyEFRQvjWnP8L4kJ1qnsLn+K57IfkXwSzmVaoCgN/A5OhIqqpJ0CjkiDjBbwD36Yid6ETFZDlCuHiFdeK7jlb2nMnKUqqMATOe3tkWvXNuV/glbMl+d8VzC3HfU6f1JM3zX3SQp+KI2XrrWz2DiTB8Gy8btZ5ZVdgD8OrX6FJXaGLvzdyEjo0iCn69Wn8TtS5HgEK/r+ytff/Zv/P39ubVv22SKO5oCFbZVo1Qdw7arrA9fS29kpZct8rR4Haf8scK3iQcXENT6UeQwhzJ3dhwjLu/pPGuEqpnnJHkTMX2YA8YTWHaN32Y/zd25z3uFPxO5zVTqUwS0/hYuM+Gk1oxpZ90S/S+oDyNJCqqSdNKh3QM3oDAYW89pKYO3917IWwY+7jBPiHniidzX2F65w5eGFDJekjcOdMD02iCk92PbdY4VtmA5ChiSpHFu5K3Mi50mChbqRxjPPSnu2cGYVY00Y7ktlKqNFLCNgSSpnsbqQ8a9HOQ5stVDzsZJIhFZierJ8zkpYzlIwEdJIsshalYBTQ0zO/3W7CYhczhzL7HACPurj/BCBl54IEn2GYvphw3MiSqSJhFYFaN0vLtfMIsTZ5MrHcA0GzqpiyPnUagcpVydELsKtVHVKSERUFMO4NYhz8TiaOY+1kau8oCCE/nn2sPdGNh2hWLlEIoS55rUx2l15CRJY15kfVtTNJ3HrglNs8KzjOWeIFfaS1Af5tTkO5uOs6wyv6v9FsvqvBvU1L6m3dSzme9xIC12MbX6JAUfjUC7+av4Grw+wponsfnJC5HlKPnaMeKa5pAqvngbiJ/VMTzfan0sZJGe8EVIGvdarR/HtitszXyrbdfgTYp2DVlW2cszXclG/YP9WOYBp8z+T0GOa2YS5/9qJlJqrZHl9uhzc6WbxLLUNSSja7gh9mo+duUu/u6UMfq84guT4eQG3jr4CadiTiySzVfo1MYi4txMMeLOE24KtFMUQBQOXZb8Sy5LfhzxDoVGpm1V+FV+K/HgAud5Y6zRBxlKngso1M0ccQ0P32bbFT575IvMj53dVO3XiB6KsXkg/RuOZx8iFl7B+uQ7vMX41YGNnKO9BssqoKmCSf7W3De5Zerz3FV5FNuWuG5BnjOD17a1SWubjyQ3EQ6McFXyL4hog47jqhAOjDh4XInWuULTehz+PplEeClrQpc5z1WnWB3HtiuOs1J1fj/zmBMptCqNSJP/eKll0Z7L+J3pmAbFzEyygm2/squzbLya5/9afbyJjikUGCKg9TMYP9Mh9K0QCQw5WEwFSZJ5PPtlJvNPifnP13dL1TFuL/0UoVCgApbTb9p1X9tvvKEXrCpJXpX4gNfPNue/xWj2MSRJb5pDa/Upvnj0f2OaOcayj1GqHumqrhPUh0jFTqA3uo5JeZxC+TAP5L/MseyjZArbGqlJWzgw/oIf01ubm8dpY00W/c6yDRYmL+S86J9xSfRmZAeA3xnPZ5KvjfKLw/BPBz/LPdUHuSAxn9OT7+C8xAe5eeivGQivQ0J2+pUz3iSVi2PvIaA5bAyS7BQnlAlogwS1FLoa5/Tga+mLncg263dO1N5J80uiqFDX+gTRrxJFUcIYZommiKqksi17C5ZdI1s+iC6FsW2L86PvIBU9kWo9i2mW6ImtJxxYhGlVGIidRM1wsftCp9XGIlt84WXYTEtYdg1J1inWx1CVEN+Z+gYbHr2Dv7x/MZWKxuQLAXY9mGDXzxRC/TOwRMx2KSGOK8CH0dBidqR/hGVVMMw8Q4kzyRS2e8e6OwSXzA5sDxT5TOYbHmhe7Pob5Ib+yUJTUwzFzuB5dtGmuGDXPEcKxODYlPgw7VEe2ztepBNK7DeeaDnG9AZuMnpCWwRMkXUyheebng1wOJ/EDtulN/CbW8benkZpj0T1xNYTlXqxrCK50k5+OPH3aEpkDkzskgfedYHkr4lczEplw6zpGxmJn+e+RUNaaA4Tb1NKTCKiDxCU411xAS9GrutPw/5rFlFIkkpAS8xylOXDogDYHMjdR6U2zZoEPP74MCfce7sjIyXsWOZBfjj1JQyHFX9j4gNddun+dhVOQmetXkfv0racNJgLRg+gqSkkOcirBhvUHZqa4k39n8DGYG/6Vi+iYZo5fpr5BqNZMdYtq8T/3vv3TQuhpkTQCDr3Dm38d6gOPYfK+fq1fGp1DwuTm1CVJN+f/BwPVH7INalP8P7h9yDLYSq1YxhmnrCUYud0ksemovSrYYcDymkFJe5rCwVJ0jhdOotFobP5q7U1VnO675lVLou8qU1UHMAwC0KVxq6QLmx36J7E71wMb0gfQtAfaB2j+pra1+JEdYuM2U3EuP4WeukmYWMyEF435/PMJH/Y+fjmZ44FRtC1GMezj3rOR39gtYMdi3JS5BrWpd7QBCdw51DTLJIr7cKVmgKZ/uhaUtF1voKuzrY8dTURZ3NhmBl+l2sodFhWGSHxprIqdrnvuhpeFNbTKe48N1Vqx8iVD6HJIeZZ8whoPYIGyDZIRk9AVWJIUhBN68G2aiQjK8W1zVJHkmixpoSaxkOtPs6x/BYer/yE32Q+5ZEg+9s4Hl7FWQmh9ypLKg8aD2Gaecbyz3Br7mmezH6Hjb1Jzui16bNHRMGL1Ciw6Y+dzNpk2ElnSgyHT2NB9BwhxWaVHOwfHJH3sUheL4rAbIP++OmElV7vfKZdwzDzYjwa002ZBVUJe9CD9fE3cVb49UyUn0eRdfZJz2NaVYYjp7EmeS0hRQShDDPD8dxTjhSXhKamsMxSB+m2l2aSpBHUelmY2MQy/Xx0OYJhVhgIruWMPom+ZSXigxV+eqiPy7cc4l0/7F4sOqMT1+xMmFTrWSRJR1d7AJOz5Q30x09v+k25eqSLxmpnZyGoDxD3EYvWjUmO558kYfd2/Y1rmhrl8cpPZj3OMDM+7cF2W6Ce4nHauFapHes4ecRDi+mJneict9RWXm+YGaYKzzPUhd3bb73qUio0p7E2hl7H+uj1dMIugSh9DmiDfHD+X/JXiz/hpIpsvjb692wpfI+gPuCQTrabhIpky9SN5hLsbqYqSWLhFb6UGIBNurSHg+k7vXP86WDeXqr91yyicKWA/NaJZLf1+YUU1iRb0/Dx7UXK1SNNk7urB+ouNI+VfoBllTgx+dYW8u6ZFAOa72FR6lIuSXzEG3OiwKjE+ZG38pNTP8Dnxx7mnsI3WJS6DNOqcFvxR03n7YudiiQFuSJ6E2uT1zv0P+33ENb7eHVknScLtjbZPNZsDE5JvAVFjZPUNLblQgSI8n9WfhBVCVM3S0RUha9O/AA/P9Z8awGre9PcO1rlGWsHF0f+zANLL4q/SkR+UBFalBVuTf8jO7K3ccFj3+B+pzADoFDaz8+m/7GjJm3z5sj0pZ391e1HxX3ZVqMtfbhkRdZ5TawbUbk/Mi+4sGba4Aiy5GHv7w2sMb7P3HMh7gvb2YjPLTLfmloX1Zurmo5oPr5Z1WMi/7TIGnmVjDVGS88AorBtS+brHCg/4qXxxJon3qtb5dsg5LUYzTxCtrSv4/tRlLi3sT5WfppC+UDjvlqiVxIqtlXj+cxPfZX+OkF90MF5utZ9bjKMacbyz/BA8VvUjByKrCPJQfq1lUiSSjy8hHBgABvDW/+aVUrEexHz/HJa3QFN7cMwC5hWjYA2iKokmZc4j2R0rRe9t7E4JSp433r15aznbCQUTLMo5OFsg8+P/ZiP7b2Fp/O3sD5yPdHgiOcwlo1pPn/si7gYzVPldexN30pvZDWp8HJG85upGTmOl56lLJXQ5JATVDJZZ59CODCIaRbQHYyfCzlwewMIZ9Q0S0SCCxiReilIomAhqCaZKD9PuSb4AY/WnqFspn0a6m401XbkKvGkBVvn0Z7YemLhFSxLXdMCMetsQkHjEBUrxzh7yFePsiS2iYXWMl7IwmOPj/Cpe1ZypGhzvPgMo9XugRHJtu2uo0mWgk2OTE9sPfPUNewt3EfdzHFq/M1sK/3aEbJ9udNUIpKnqj3YtjGLoOxLObtQbvALEPfE1pNUFzjahJ1tUeoyFlgreSj7b02fB/VhXzt0FgcXuX91xkjVlcm/4kn7ESYL2+iJrPJV2Yr2cDvP8tTVrLCXc3vmX5ra/rzEh5iUj7Mj/WNa0yNv6P9bTu1V+NHxUQfjMvNE2h8/g9PkTdyR+ZT3WSy8grf0vIH/OPK/Z/39K/bSrJOAcziwiFL1CLM5nAJj1qjknlkEfabzBOmNrmXK4b4SwGwX56k3OQmuDSbOoWYWmzZMicgaFmqn81zmO7Sm+Fw8HDSEqBt0BsIZeOvgJ3jDojpXbf43NDXOTf1/zm3F+8hVDvsqyMX9RoIjlGsT2LaFIgdJhBYymX8Kt5pTVRJoapSb+t7ORMWgZln8JvcfDsddIz0SDiyiaqQ5OfY6jtrbOVPeyP85Lcdrn5xAI0DUiiMjY2Gxy3yYQuUYH1/4Pi4fyvPjwzG+n/4VU4XnuTTxQX6b/XdOSbyFqlRmf+khj09RkgJNC7uEKirfrAqhwAg1I9uhIKEZ19vZOouP+6+ja30Osak4RtcGqBuZF50iUhyAfs2Laqpt87QQMC/SKD55sXNG829UtYew3t+2OfEf6y9m8P9eVXt82YOXPnd1GlO6NoAqhyjXRp12lHxRRP8zNNa13sgqxrOCMmNl6gaOlp+kWDnEcHIDxzIPimeRdHqjJ1CoHu9A/yT6gyAwhsn8VkRhTNDpW43ris9E9kWWo9i2wdLkpYxXn2e1diEH7KdYJK/nGDs5lnkAVe1BlYMYVoX/tvgD1C34wvjPyJX2ochhDDPn9Rf/OA4F5nsbCUWJMBI7m5jUz77S79CUCIXKYZEhUFOUqoe8AoHGWFB8a7KFJAWQJBnbqjkbL51C+TBgkYysplybpG4WCOn9lGsTRAJDVOpp6vVp7x0F9WFkSaNSn+LE+PXsrT5EobwXXRtgefQiFlgjbJee5kjmfu/a/fFTkSWVseyjREPLqNSm0NQoi8LnsjPzC6ctRdtqah9ro1fy2r5FXDM/zV8+rXJv9jOz9BvJw+BdHf9zjpoZIgRZHoly5UiNwyWd3xytMmXn0dD42SVp+n/0jc79cSYnrjd+OtP5Z7x/hwOLGAmfxt7snUiSTCQwRM3IY1iVjiFaMfGX6YudwmT+acBmceoKjhW2tHHPdDNJCjKcOMfhiDNJRk9Ak0MvKqzZadAloydQqo433cfC5CUYVDjm8NF1MlmOosjBphSNLIdZkNjIkdwjc3Q2FS5LfpTHjNvJFLahKsmGlp0zAV3X+3GOGTkezX6+61Npai8jsTObUsySFHQcxTISEgOJMxjLPoYsR/jHlR9lMGDy/QNVfpv99BzuU1zHP+G5AyKs9zqTBvxXjWT9KVksvIJCaf8fGdMnIXbnL/X9KlzX81d8dsMYp/9uO5OF7dhWQ+dSLKpZ7/yi78q+NJ6o1FSVOIaREdgkSePPBv8KG/jW8X/ExmRF6lqOlp5kQ/AGHqrcAsBw+DROYA23pj8FmIKTSY1RrOx3nJacQzgqY1pVKrVRFCWGkBCr4lW5YjCYOIfPLL2Ab+yrcsPCENuzMn0B2J0zOVwpskd6jgsCZ6PLEvdUnqJkTlGqTzIQXMuh3IOYZoHX9f0V91TvYLq4o+MmLhZewWL9bJ7LfIegPkw8uIDJwnMtxzYcNP/CGdSH27SiO70LSdKw7YrDmC/PeQ4GZ16SuuGhZv91671JqChq3Fk3Xkw/a/DiNd6RKfBTeopybQrDLGFZBUKB+QyHT3NUMIRDGQstFKLtvsX01OQ72Wc8Rq60DyEkX/Bdy23vIMnISiy73pEmZjYHtbEGNRzNkeSrOJK5B0Hgu5RiZdRT3RBjYxpZDrMx9m6eqt9OvrS34/iPBJdQM/LUjcmmv7smy1HWxa9le+7nLEicR9EYd9ZjmURkJTUjT7l6BE3tY0XsYp5P/8B7/lh4KQl9IQVjzNFGdhxUKcDS5KVM1/c7BTTNAYPVqRtZZi/m9tznkCWd+fFzqdkFpopC8qxaHyMSXEzNyBMJzqNaz1CuHmEkeQEXBs7lu+P/TEgfdDRbIZ3fhiQHCen9DIdO4VDhEepmDklSCQcGqdTSJEILSamLkZCZqO8iU9yB6FcWQ4mzmSg8T1BPEVSTZEr7iYXms1A5lYPGFvLlQ02bJlXtIaT3UigfRFOT1I0c2AaJ6GpMq0q+tA93ftLVHmrGNKoS57rku9lsPjdjIAjEeO8JLBPyYeHllI0pEtoCro2fzakpk+8eqGBisU/eSZgED16m0PP9b3Y814zp1Ol8c3VTqXqQ3emfYVkFTDNHrrTTy0H7zU299EREma/rwAHohOdcIShJOoocdFQELFQlSba4hykfDk9Y55B/OLCoayQiW9hB3cg0pYwPZe5ktK1cvNksq9AGNpUklaP5J7o6cM3hVzEJhWWVedpawc/mY+x3pXF+NvUpHs1+seP53CNjofmcIa9vYpa27UpDokdSOU06n1h4OR9e8FH+/JzdZOoyD1Z+TGtqayZ9Q/9RldoxStUj5CsN0eVX7A9v+dLu38OBU5yUzYslX21Ptfpt5mo1AJNfZP6dtz0QJ6SkeE3iA3xw4d96xRaGkfZRpkjYdtVxWhrXPCHxevqja3E5x2y7xk9yt/DjzPccfI6CSZ13Dd6EjES5eoRoYIiDud9xW/ZzuGm0nsgKD9xdq4sigFL1IMXKfifCYfPa5Ps5N3YzihIhElrkKC8oROQ+YqrJ/zrJ4EBRZl3C4j3r9zMQVJCR+G/zz2FJTCEVkDlbPYU3py7lm2tvZNBaiGHmsTG4v34fJ8mvYmPs3S1tJAo+ipVR9pbF5tG0aqyWznbut8HnJTnRHcHt1WgjAfDWnL93x8S6uCDLrqHOgulq+60cJB5e4nvnL6Yvybj6nLKPs04UzM3NgXPnp/XJm5CkICtS14AkO9mUCCdGXsPJ6iWEAwOOIyQkGPelf43ghgtjWRWq9QySrHtpt+t6PsGI1EtY7XH45fzRyAZm2LbrJLT5FBwOwHbr5sA1NgON4wTG7kjmHmQ5zOnJd1AoH0bxQXqGo6c7RQQGm6u3Uq5NYXe4RjiwiJCWom6kkeUwa4KvdlQYGjq5llXgucx3se0aR3KPOJtvMbazxR0e/KluTPJ8+oe484WmpihVxzief7JJjUKMwzp1u0yhcowG4bBboBRgrL6DOwtfF/qxZoYD6d9yLPMA1fpxlkQ3Egku5sLQ67gw8mdUatPUHKm9ojHBvdVHAIu6WSRfPkI6vw0kUcxTrBxiT+ZXBPUUllXFMkuO5nKCYm2cg4WHyFnHqdSnHS1W4eKky/tIhpcQ1vpEcYWkUqwcZ5kyiCoHnIKhZqvU0kRDi7CsGrqaRNN6yJX2OelX0V+D+gA1I4Ou9iBJMrdMfpJ96V957z4cWOQwWTSPlXJtiii9JMNLyFePEtH6sTCZrJg8lVbIUUKXVBZbK1mvLmVquvtcO0thw8wDywXXL0tdw3mJD3mfL0hsRJKCTOWfRUJBVRrg6t2ZXzYtRn5cRau5HEfuJGuYWcdJKZGKniRKoFEdfbh2uyD0+g68b+6FVa5OfpSG1Igwt0pmZmuXCuoMFhUe9/vnf5y++CmIHYz47W25r7Az8ws0JYLSAYTcALZ2t0xxD7/Mfd0BhbabbVfYIb3A/7f4DVwxVCIwAEsjNZKhRXTDksxsDQyQ4PX5fRQZXrE/loUCQwLci+Twib14ybZWE1WQsxewWFaB+7Of5WD6Du4sfZdbsncRDriUETaCGsCNYvj7pMBjHTaeRiXoyMUBSORLux2ya0CS2Zf+FT/JPcjj5h1IUpC6s4ifFbuJCxMfARQmC9tZHD4XWY4iy1EuTfyl0w6i/16U+CgjEY1nar/Gtg1qRt4hCTVJ1w9y73iA34wmGC9bhBWbfcd7iGjQq4ZYHq3wukWTLI7YyMBUxeKptM5RaTfuGB7LPsajlR8zIU84NCEuTk08t0swHtSH6Y+uZY/0NOHAUHObSLKH3ZUQxU2JyBrK1aNela+YvySa8Wii0tWNMJlmjkp9YtYiqNb32E767tIQSW3zl9uuAiMW8OZt/+9Fmj5E+zznn18FBYVbvbs1821su8Ke9C+dZxZt92TmGzyQ/VcyhW34sXxiU2xj2xYhfYiIPiCKQzAwzCy/zn+DOwvf4ljmAYaTG5rE05utIc/o8qr577FVqcQNZMhyhLMS73WqWiUnaGA5PG0SPZHVfHxpH/HwEs/hABFQENivmpCJNDK001oo3Dx4k9PfBZ/hk9lvYVkFwoH5yEpzdbFt17DM5k1Su9lIkoJlFTHMnCiEcCJULuG22x6HMndSN6aQJI3e6Alc3/tXuGTK6cJ2pyigcbxrRypPUq2nedrewiP1W6kZOYJaL6qSJFPYxrHsw4T0IUyrxFD0VGxMgvoA+YqAk9i2Sbk2RVAf9BzbQnkv5eoRDLNEprwPCQXJwzYGqdTGKVRHyVUOM557nGr9ONX6cY4bec5VLmIoflbz2zZySJJMtZ4lHl6MYZWcwqKyd14QNQC2XaFan8CyRH9sjFkZXYtRqbUXAKpykEFrgHnSSs4P3kBKWsAG9SyWxxWmqyZL9B4OSyJ9HlIlCtXuvHSzkv02m/DQXQmN4fg5gEzZTrOHp7yjDmfvJxIcQdf6xI7Lcst9pTbchayE2RB6Q/MDtgDzZTnsozMQ9xHXBAZtOHk+UaUzj9Bvsp/tUmQhHJzn2O5jqRbm4jtccwWeJVQHUCsRCy+lJ7a+43lb7/u1sdehyRJThRdwBxKIXY8QEd/J0cx9LynKYlmFjnJI0dAy1qXeDCjsz9zFf4y+wBPTYbY/1sendlVIl/exMfHhOQEwm6118P8+igyvWLM1g8JfTitXR6nVJ7AxkOWgI3HnkqKquNp9L8baFzLXuj9DpXqcsexjHmbOvabSopEKEAkuJqgPossRLg6dyf2bIry25xPEwyu9Y/rjZ7AkeSmyHOJo5j4yhW30x07mJOUiDDPLo9kvcF/u84i0h8oX1gxxVuwmwCJDkWhwxItgPVb9Of9+6B8oVo6iyGHWRq7ikug72Jj4MK9PXMNQCI4WLT64OsPlqw9St2TWxetMGWWydRVdNahacLxW4uHac3x3+jGmq3sF7YHahyxHKFePsjN/u7MZdekcmukqqvVJRrOPMVF4nnLT5sx06JNElN1doLPFXYDtcKlZVGrHUJUES1NXum/K+bP5XYkqVz/Nk9SySM9mjUInf9Wx63Q1Ilg1J6LoP2/j7503As1yV5KkOtW6lhN5i9Ja8GC3/AZML93qkkSXqgcdjKSwoD7E6eEbqNYn0NQ+VtunOU5OwwlrNj9HXDNP3FD8LIL6kDen2nYVCZV18WuJE/b0PF26JdMsIkkBpgrP897dtwMi+hYKDNH6DmzbhSC0z7WfO/JpL707ktzovdMTg1cw2LZGKSxPXY3b58S9NkfRRJRX4L1su+a910Z7NLd7Knoia5PXc5p8IbvMIyhqnJDejyyHuCjxYeYlznFkOIXmazy8ikJ5L4aZ4UjmHgrlw1hWkWo9TW90DZHgEjSHZqsveiKSJNMTOxlVCWGaJWdTEMIwS1Rqo0iS0rQptawClm2gKkFMq4ptWw7mtU6letzhcFQIBxaxMfFhTkv0YGFTMkRxgyxHWZ16Hf9j+d+yNnIVEjIhJUUqvJzFiYvQ1F5Ojl7riCDg24yJitZmcnuTXGmfVwnfGBugqRH+/+z9d7glR3Xuj3+q087p5DmTo2akico5ICEJgZDJiGiSsQ3GGNtgsH3v72tf42ubi7kEG2PABJtoEYUECCShhHIejUaT85y4c+7w+6O6e/dO55yRRqTLep55Zmbv3t3V1dVVq9Z61/uWqZFwUiRUnVUs4fQhjWMVh9l6k4fMHUxaz/Bg4/s8VclSM/u/l3PO3BJ8W2c8fZGLE7MI64M4WIwnLiLupDnsNAMYMpUXpt7LpJjmsdyXCL7IA4mtzBafcHEZdUL6KA42TTPny+bIaxpEQsMUKzn/Myl83f5SHcj+EIBcbT+xHgTAI8lzmCo8NNftdeStZTGC6GAtb5rTbvj+d6g5BYrVA6hKCLWDOV+G6+sEgaW2XeX75e8y3Fjn74LDxjhD0Q0uFqK/CTQUNeqnaGNhuVNriQ7PbS9Jr+ZQfQ2Fym52Zb/Dx+0j/GjibO7MfwoHi8nosTnFtXu15/8ljrXnZs8GwD136vK5Weu8cpFS0NQEplUkHBqjWj/2LK7d7/76nyc4fpLRU3xwei8YghdpqzWO8gOhc/quy3jUeYhC5Rn/mDdkXsTmtMU7n7qPpi0XnOnSdh6LFAgC3IUIk4muZncpysOVr2DbFe7L/yvnpd7FI+a3qTenKdcOgssH1jRneKL43+wJjbJZv4r7y8f4Wv5ePrTk5SwZzZFc73CaOsnqisZf7SvyZ3tr/Hn9DA6WBYbQuCi0iUdrRzkregaDGY1C06ZmWdxt/pR89QCt9KHnZLT60nEabhuybpSqpWPZMln9J9wIm0BjJLaJo4X7sO0SppVjT/Z7C3hWEmCfia5mqvAgitDQ1AQDsVOYdomC54629nrWjpvqbbVbCKUt/evduxB6V4FMEOvnmZR080iQLWy7HCgaUN2KX4mXbGEqLTQtzUBsLU27yqyP35XpW4FAUyP8vPh5BIJ0dCXXjMfZo1zBgewtc9xz7/Tv8eJDrEhexsHi3f5nuj7AE7kv8wRe1irurgMSvO/hQ2fd9GZEG3TT5V4afb45xAo8H8Gxwn3+b+7L/6t/lAcZMs1ZjlYfcTnyNF6eeh3fsD5HvTlF2Bj1MzqalnELQDwOSIt4ZCmNZhGrA5xfqU+S1Q7xdOn7WFaBocTplBuTOHaNh62fkCs/w9r0Sxg3rmVKmeJIM/gcHDzMoe00KNaOko4sp2YVWKSdxo78t12C5hi6GncrbldQqh0lFhp1MXoWlyTfzv21b/tFJU2zQNPMkY6td9dzhVh4KZZdx7ZNVmWu4c1D2/jdU47wwwMJPnn4E24KXmVN6mo+s2EJa0YP8NQdi3nMzJGvH8TQEoSJM544kyEnTUVZwbS63dWAD76/NpvTr2dn5RbGY2ew3tnATrGTEXsJB8VTTJQeYzx+Jsuc9Vy/NMWaWI1vH1YZjWhsz9oUmiYjYYMjtTRDYhFPq3eSETE0pb++9pyFDen4JvLlp0lE1/j6jh7gEqBVBYOLdwjzR4vfTUKHT0/+iNnKLn8weNVtA4mtZEtP+QDJ1ZmXsjd3c+DFnX/wyoonb+IPVgG1LKSP0WhOd33uFVt0XkNT05yWuI7H819tm0RenH4/1y01+IfDTwQmxlZa0TMhDCLGIqqNCXci6T35KUqUiDFKubaP1ZnrmKo/Tal2qOv4SGgJbxt5Cw8VZvl5/tNcm/kzdrGPp7Pf6HneTuC7V30bvM9gv/WaLL0X1tBHJE9PnxTxwq17kfp/wQx9hEZzil/l+/ac8ufqnCtKFMduPItz9HJOWq1bnrmKqcoOKvWDXJP+c44yzTPVn2LoCTdlJiPOpxsv4a7i53AcE02NY9k1Isaw7wSenn47h+0nmCzc13WvkpU9RMMqto11rwii2pgiGhplefhcVjiL+beLp0iN1mjWBPFVAhFS+PB/rOTv9n+ab2/7XR7JhUloDoOGxZGaxopok10lnR9MzBAlxC7xJLqIcLTyEOeHX82thU/OWRF6auZ6Cs4kh3O3u30d8vFewTlIUeLoapymVXKjrAsfd5HQEhzH9isfhQhzdvIt3J+XOqTP/8atc77vPS5a48w7trsCV1GiOI7pV2erapKNiZext3GPC0S3ZYWjEqJU3YumprDsCo7T4BWDH+QP1zX53pEoE1WLx829Lj5srr7srLZurYed32vaAJZVQqoUtHjnpHnObmtOHkhspVA96I5Lz7GjbS1uN9UdHxX//14fjabOo9yYbAsAKEpUEgUXn0BRDK5O/D4/yP0jqpokE11DoSZTkx7XKqhsSr+OMWeEW/Ifde9LoKoJ35ERaJyZehtjSpobc/+Mqsbd52Fybeo93G3+mOniwwhhsCh1rqyCVdPYjhS0X5W8AgWFgnOcY7l7iIaXEjWGWK5sJSsm2Zv7ES9I/iF7lKfZn73Zr/D26E5sq0IsshxdjZGv7MXQkmhqhCsjr2aPfZTtxe+Sia1lTFmPgsJFiWU8VJjlwfLXURXDL266OvH7DIcNdlVzPOPcR756ANtuYLnBpJBbVSqrcNvfEYHG0vQLqFjTxLQRZut7GAtt4jUDG7EdeHS2RlrXGY6ovGC0zlCowYFyhBsOOuy2jpJwUkwqR9HQyTvHiYoMaXuYD6zJ8IoH/1fvUTgnxYgS9ztJU6LUmxNcmvpjfpb/ZNfL7UWOhNDIRFczXXyClekXcrBwJ6ZVpPVi9p+8FSXOpuQreCz3RUBWkOZK29G0DInwkjm53jotuNMPWqvknbZ2pGIbyBgrmag83paCvS7zF+ziwAJeaPBe2qHE6W3FHP1sILGVF0dfzAONXT2cM0E0tAwhlBb+p99VhcE1qfdyU/7j81aP9XbeZL+8ZuCPuCH3OVKR5awUpzOrTHCoLAs9usvb3fERqDace2H+rf0yrN/zPmnn77FZOPHfd+u7Xpt5P8ftHBNiH9PVndTNLG8cfg87q1m/Yju4IRtIbGWDciEP175DxBhiTNvAofqD/uKtqgkujb+dn+Y/6l5DpicMfRBNiVA3s/4GZ1XmWl4U28q6pMSQ5poaO4sqr1o+w6LBAqG4Sey0EGiC//0vS3lsxuRzv7MPLeHgmGBVBbWCxm17lvCVfQ7Tdon7yl/xKzFVNcEF8bdwR/6TzDUvyrmqfaffy3RtqKPYynMe5qYb6TbVxTedGkg79t4kn4i1qD1OdIwE2+/1j4e18zIhCsnoSvLlp2UUSygsTl3kOr6WP75UNemm1mRGRNeGSEWWMVN6knRsPS+KXMtV43BqqkihafB3T1k9aSKCtipzLTnzEKZV7VE52nqeF6TezQOVbwQ2xiphY5R0ZBXDYiV7qne0bU569V9Yz1CuHiAdP5Vs6fGuZ64ocZalLg4wFYgOGhtBSB+VcnHuZ60K4SzxyCps2yQZXkqhdghNDVNtzPgV3d7xmcTGAGNF+/gSaGhamkRkCbnyM0RDixgIreZw4S7OSryZx2vfd9dWFVWNEQ8vJqYPc7zwsKuCInnpVCWM7WLVZeXpDJZdQwiNVHQVqtDIVna7PonUXFXVJKOJrbwyeSn/cuTjDMU3ookQQyynLHLYWOzJfo9oaBlDkVM4mPspqzMv4RTnFG4pfZ6mOcOqzEvImYeo1CcxrQpnxV/PDutnPoOEZVfQtTQChbCRIV9+2u0Hj8bF8CPCIX0A064R1jNUG1NsSryS3fWfYWgJXhi6hoimMFlrYDk2a5MRniwUOa4cpYZMB6cYZbWyGMeBpmNTcGrcmfPmrnab04kTwtPq0wgbmT47AJm6zFcPUG8eZ3H6MnK1/X56Yq5ojK4N4WB3RHxauxfJOXMYTU1zfvzN3BFIu85n7dG6loWNccwAWLN1r2GJYxAhFMVoacv1LKufu6JqWfpKDuXvWFA5/pL05RwrPrAgahIhwgwnttC0qz0c2s5FoFdEsxtkGjQvehkyRqg3pxlPXcAfj13EdB3+cd/fdf0upI+xOH4WOfOQ+2L3duJ+WanY59uB+fWwk+FYS6hBu8O+gF+59CC20+ga35JWJ4+3g2+PILfSNcPJM8lW9hALjVKuTxA1hlllXMDjBbnpadFBCBeq0UBVk3xg+Xt5bLbGD3L/yKmZ68k7x1nrbPGJdRenL2Wy9IQbiZFYQUNLUmtM8ubR9wPweO041w6Nc6ziENYEZ2QsNmUKpCI1ll3WANPmx99ZxJp0nhVnFCgfVIiM2TiWw6GnUnx+1yg/zB7gqP0Us+Wdfh9o2gBvGXkXX57+HLXG0a57nq9a03Oc5SLddNOJjcB5gk4cc55rIRbkGOtsibS5qU3+YMmH+F7pLo4GVBPaz9FrnnKpPeYYG+BIwubEda4mtYxWrc28jN25GwMchHF/nHgZIVVNEg2NUqrsI2SM8J7Fb+dDl+wmlLH52T1Lee32m/s6VZ5J4leVsJrmeP7n9Jt/PSfWc4ZbWNA4YWOQplmmaRXQ1Di23ejBD9hpnmPduXnqiAy2RdsdTsu81k9RBh1zIcKsSV8DgEWTY5VH0NQIg6G1TNd2UqrupdczFiIMjtkR0W+1IRXbwEr9PB7NfZFEdBWlyj6E+57Vm7MYWpp0dCWThUcwtDTJyFIUoZGr7CMVWc5k4UEEglhkOfVmHtMqueNHJR5ZwUj4VPZmb0JTE1wWfxv/Y6PNskyB9/18hOGwRqFhc1P1u+RKTzKWupDp8lPYdg1FGD5+bVPyVW6kdhcDia1oIsR0aTuKYkgsnd0AoeA4zcAc6KBpqb6cgx7uTTp0KoY2gK7FWBTego1F3SmhoPLq9LkcLVs8aO7EwWaVvYp7mt9lLLSJlDNIykkwLWaY4TBNp8Lx3J09R8O8sluKYvgC6V0P0R2MpfpxNFWWrE8UH3EdONsNc/YCv8uXv2lO90jZBQehnIRMK3dCDhx4OJtu4PXi2FmE9EzgE3mNkeQ2JMhT8cGtiir531Q12UZFIgkK+wvg5puHur73SuyT0VPaiiIO537a14HLxDdzeep9/n3EI0s5R72UldrZve7Y/1fYGOfM9NvbvjX0ER9D08887cBa4yiO0+BI7jb+es9n+MiBj/b8Xb15nP352zhDuRyPjb6nCc0Fdz/3qsgTMqf/M/p/x1rPTcotdTLqz19dHNJHse1yB3h87t9JeqAoYSPjRpPazQxEmDxsE4iuRXqq8CCmmSekJrky/nY261dxqr6INamruTDxNmT0KIyhD/uLtmUV+PDev+HOxnd526K/Yp1YTtXKcnv+Y3jz0VR5O5YtFVccp8FoYitf2vhGNDWJ5TjcX9/Dw7n/4G/2/CPfKv6AkTCkdIulIzkWby5hF5uIhMEVVx0mpJtYVYfYKgdsh/qswsNTg0zXbMacYZYrWxmIyaIogYamhHmqnHVB1gQWP28BnN/pMvRhF+9ju+M8uCh7lWwyrSjQTrhwJWhy4ex+lyTrfv+qOdkWlZgmWO1sXiDHnLfpmC9qJ51U26rwRO4/A79x2JX9rg/wX595dRvO2aNZsayiT9sTMYb43dVTxE7VUTMaWxZPktKX0K/IQ1GirMpcS7l2jHx5N6XGMdr7Rz5HT5bRW+ydwHh3cDCtHIaWIBYew7YraEqEl6R+n853q/PZCaHjYDGSPNstGpD9FpRqy8Q3szbzO+71ZJHHwfr9DLqSYd47F9LHwDHZnbuJw5X7OVp+CIHK9enXst45jQ3GFYSN7mILcIubRFAmjIAcmUq1McOjblatXDuC1OotuetLjXrzOFPFxxBCVnFeoF1OsXaUhjmL7TQJ6cNoWhrFDSJ5FCxC6DTMIlP1pwEL2zF5y6oQZ5x1jEVn1njfhhqPlKb5ZvbfXAoUOJ6/C9PM+pQnIDC0NEesJ9CUCIoSp1A9yGThfhynQSw06lYxWySjq1GUGMtSF+NgkoqtI2IMMp6+qMf4dzdUQuOs1Ns5O/k2hFBommUaVKg7JQwRJSTiPJgtYKiClD3IKnsVSc1gJHQqKWeQpBMnL4pEnTjLnQ28LH5Fz7EIC3Di5iKENPQhVDVJtX7ED7maVg5NTaBrg2Sia7puEGBZ+oUY+gix8Eqfv6qXXmiQkf3ETWVr+i3uC9AagDPNPZwbehmb0m9E14bcaiDQRNjHFHgD0rIKHMz9OEAhIhhLXegOpv6TTLdArsBTajCtGpcZL5Kh7Dbh8W4b0tcwbETwHlOxsovvZz/CI7kvoKlpxtMXu2dvv0fTqpAXM23XH46d1lFyvjCrN4/3lJjxzLZL/KTwCTx93V4vezS0iPXxF5GOrWEhTsPJst+cQowFCG4vwOKhMUL6sP//kDHib5TmskZzGm+BbFWyKYT0MdIBjkOQEIhoaLlPD1Sq7MOPSLRVnXc6BR5GqHN8SPDzNnERWadMRVQ4d0RhT+HHXDWaYjR1NqoSdrmxvFSb3DA1zCLfzH+T78z+kxspblXknh19LUJofuVYvnaIP9/7GE1zhi9PfJinst/Ak91Zr1zIOQMVzhyfQCgOStidNh0HfdMoS68RaCkVJaahDetoIYezRqdZmVDIGCE2hUdZJ2T1YiS0mLeNvI0wBrXmDIoSZXnmai5IvctdEOZ/PxxMGs1JN6KUYHnmSvcb+SzDxhDB8eJxTz43657vPB3XXuarJjgNPnHkMzxu9Svk6sS1RQj2QaeMVvt7YOHgBApAhLuZ1P1xbWO38a9pSpRIaImbjhUMJ8/ibUO/QzTUQEmFUIcjDJ3t8H9WbeVNox9kJHkOnc/EtivUnDy208BxagGsWftxqchy12l03x33++WZq1mWvhxQyVf2ki09jaamaZh5vpv18GbBHmqvMPaoVaaKj1CuHcEr7gjO0/nKXpTA8u5gUazsombmOCPxRjRtwH13QqhaElWNUm/OYloVmlaZsmmzbSDCjsZPAlAa0fG33VJt8Ln4qu73lus72LQKMFpUNMEN/UBsPUljCXebP6Vh5hlObKPazFJvTmHZFYrVA5SqB7Cskvt720+3ymvZPDSrsf3hEWYe13imGEVDRVdjWKaHAQ936BE76FqMqDpErvSUTOHaNQYSW1icuohlukdbpqAqUjWiYB6V1EqOSbl2jGLjGJoab+PLVNzqV4CDPE5d1BmLbcVyq7THWMVpnIpFkyftO2hYDuNKhiYWMV3hZaktpJwEdZqsVIcxMQljcMFw/4DEvE5cL2tx4GiEXaHnaGi5X3abia0lbGTayrkVJc47xj+EEAZHSw/SNAuUa/uw7RKalnL1QvtbPLK6726yV4RHIHgs/xXi0ZWMpy/wP8+Xd3NX5StM2M8QNjKYVg2BxpHcbT2LETwuJpBUCG/IvKDHtebe5S5Lv5BhV2+1Uj/At2b+CUl2OXcKdVf2W3xtyktjqu6EIjUTE5FlrHfOQIgwZ6bexuWpP/Z/Z1o5duduYjh5FpHQEt6/8q+5RD/fjzCebAuSQPaKIpRr+3gi92V3If3VBfv/aln7YiUlaBbO69XLpoqPuXJL0vrpA3da8BhPR1fXMnJiq+xvOzaqDRDSU4HfWj6FibcD9lKG3e9NMAITBIzr7BCP83j9JmbEYV63aR+jia389e6PkKvs44z49ZwdfyOalmF15jo2pl6FbddpWiWKlT2AxfLM1fzOwAfwIlaPNn6ArrbmjVekXk/KGUY6qiG0AO3JxYNpfnQ8yg/2LaZSNrBrNkpMAyGwD2exy01ETENoCmgKxphgZHGRtfEmp6RUtg0K1kbSLIudTyw0wvdL9/Gz8hcQKERDiyiax0mLaJuzsVCzrAL7szcTdIqrvjzb/A5hLLzSjdD2tn46zO3mZQpWszh9WRd8ot48Pm9q0jPbLrkOWHvbnQCtSss8FQoTyZsX8R0eL8DwTPa/2wIRltOg3sy50UuHi7Qr2Jo2GVpaBk1BrBjGLptcfdZ+PvmSPbw6dWUAf9cyCcpv8Qx22qb0G5kt7/TXlJY+apSjxQeZqj6FELqckx1Jw+UEnKKgyQyH4NTMa9uCHY7rROpappu6SzE4XHsIEISNRYT0URQlSql6iEfK3yRiDLKR86g1Z7DMArHQKJoad+FNOUzbYUeuQbUx5fUcyzNXkY5v5E2jf8m6zCu5IPUuvPdZUXsXDHr/H06exdb0W9zInUo0NAoIHLvBdPFhjubvJlvZw+LkuUwVHyERWoyuZVCUMInIcral3oSuD/j3HTEGWRY6W/ahXeWu3BRfS+iOyAABAABJREFU3p/m/7tvGe/d/S3+ZE2cq2Ov87MHqhLu4oQt146gCxmVbJrTshIWhYo1w/6GR/pvUajsx3FsXzvetk2WpS6m0Sy6XHgt85SSbLvCVPExpjlA2hnjktjvcrpyOhVR4ogzg+nUsRyTpu2Qt2uoKOQaJjtyNVbFYuwTj3PYzLNMG2BDMoahPGsnrnuXrmtDjLrkutX6Ycq1VkXkYnEaIJgqPNCVfrXtEl+a+nc3vDyL49SIhpYzlroQ05x1tTyhNcnDWOpCf9AmQ4t7tE9yG70i856utsrIUA2BwlTpqdbnTo16c4LZ8k6KlV00zRkMfQiB5jtr7e2u+ABG26rwZK4a2AV4zVB8b1zigNJtX+ebh3wCUoBEdDWR0JIe9zO3Fd1qmC3pN7FOvYDbCp8iHlnKzubtPOHc3Xas49RxHItkeCnfyT3FgUaeXozfv7VfDWsfM3L8G/pIIPXu9JzgT8Rk1KR7DJw4XyAoQkPXuvWBj+XuCeA1XeyO03An73ZSX6F0vyst86KPAhybg7kfU67t42DuVl558xCF+hEUJUzTKvG0eTunJwZIhOU7tavyU/d+WxGo2foeHrYfZiCxiUR0LZeHX8XfrX6b/058aeLv2V27g9WZ69xFteYv3jfNHmZvocnGVJmx0+uoKQ1hKIhkGDGSwKmY1PfWEakQ1kyD7XcOctvjy8g1Vc4eqHHeYJ4rxmxOFWtYJc5kiGXoapTlyUtYHj6XXPkZfpD7Rx8jeOLm9alcsDRtwN30tri/hpNn0cvhsJ2mX2UnrRVtkaoGvaL3npPVTva9ybiaVyQvWtA8I6NhvZ1WT14taIoS8Te9Y6kLiYSWkIqtY1vqDcTCS+V8bzfwnNmGmeuZxgd8bKeqJpm2KtRsBasuEMuGoWGinTKIlhJMHknwreLP+r53jeYUIX3UXTfaeePyTLRtEmy7hONGpJrmNNX6MYYTWzgz9TYS0dWA0tHeFm+kF3l7Kvu1nowBnc6J/LVUJVCUCLomI1DrUi/BcZrYtlwX76l9A0UxQGg0zYqswLQKIDS+k/8899v3oClRvx3HSg+TLz/Df059FJ0QU8pxd4wp7rPp3oABrMu8ksXKJp6p/hRNTSIQbgTRwXGriFUlSia6musSZzOU2MJk8WEMLcFg7BQ26S/kyfL3MK0Suj6AQKPezLO38jOiIcn1+EDxy3wt9yNuKt9HvvwMD2cN9tqtDatp5YiGFrkRwzgjyXOw7TozzSBll8N08WFmi4+6+qxyfNuOTAOXa/sJ6WmqjSn2Z2/2OVo7gz8hl/JsLHkmgywhK46yX9mD48BpykoWi0FGnZUM6Wt42N6OguAp8TBhVUUTCt8v30bNKqAgsByHUtPhJ8f7B4rmceI8709lILFVRtviW5hxnZpWGFFQqR/gYV9UXXSR4QphYNoVtwReWsMq+o5JIrqG81LvYjh5Jgk3DVuoHfLJeI/m7uiKGihKjIgxyH/P/CP9cCSFys4umSxdG+S69B/gMabbjglCwbRadCntUY8W59SD1k8DZf7ut04j8CAVN7XTsnx5B9nik6TjGxHCwFBjJLqcUtG1I46GlhOPrHajnGdTrR9GoLG7dgc7mrfiOA2Kld2Mhk5jsvAgICfw1ZnrkAPyMWzH5Jnsf3N3oBJOUeKc3oGZe/Z2olJOvwn2bO+3f+pSlq/L9ylsLGJZ+nIazRmypafdKz57TFO/xdKz+aqfe1mjOe1OxO3WXm6vSkdNG0AIA10bDHwnAviUXubiuURIAoldZ89xGtxZ+jyl6h4ZgREKS4zTmaxa/O3y67jjkgxnRF5OMrqmbXItVnZxMHcLtUYWXY3x09o32V2UzoGXQRgMr+XS8CZUNQ7YJKOreevY+xl2MpwxpBPRTBzTdUATIewjBbBsqgdsntw+ilMzUQcNVq2YYTRco2IJ1mZyxEMNrlx7iG2DBn+zPo7qqNQa0+zJfpft2a/5qaZuEycYfZXvom3XKFcP+HglgJDSG7pRrR/umFcV/28Hy5dDCrYpiD8LOuV7eZgvzX6L/pi+IMmvKR2Inta9YWk9S4urI5dyRfT15Ms7eKL0Hcq1IwSrpB2n1nPDItDYHH8571z8QQQahpbExmF/WeHggQzWffv5lw+FMHfMYNcdfnR4lOOFh+lvDk2rRFwfAzcS6NnB3I/bKvrl+yv71num06XtPJj/HIXKM8QjSzECUAchQi7UJzguurHlazMv93F+KzLXBDjhciiKDihUGzPUm1PMWPvQXH3gYmUPtcY0UUNes2HmCekZhAizOHUBTavAIMvRtRiamkBVkzTNAsOJbQBsz36FZ7L/7bai33woHVEHm2PODupmVjqcQkMIzX/vLKvAS1K/zzpxDrsLNd45/CJC+gDl2n7KjUn2icdpNGeIhRe7vSDHV8QYImaMoChhKc9Z3oEupALI3+/7R54q3+ji+aR5UUXHaVC3CqhqjFPUi1yi7GCrNUK6F/F0AhtVh2r9cJ+Io7cRd6g3pb9hiDgVUeQC7QyujG3GdGziuhwDBjqL7WW8KL6ZWZHn2tiFLIqq7HWOMKgsl5quYgcH7Wkeqh1gtt4/Y7LAdKoMKVp2nSP5u2ma0xj6CC9KvlumSoTu/m24naCyVbnMX5R0bYhT06/CthuszbzMHWgC05z1F5BSZR8PVb5JrrLPXxwq9QNzkk3adulZaUo2zRm+NSOFseX/pXpC92LWGpxL0y8gElpMtZntGrTBnHhrAmm3kDHCJfpLUJUoM8XHmSzcR3AnK0SIldEL267pYKGpEar1I0y6xMUOJuXavgB9isOu7Lf9e7HtBmVb4uGioSUuuWi7DcY3kBO9pbpO1ITQifSMkv6mmqdf+Wys1+LWwrl4Y73WOMrB3I+RTPNyLD0XTNOzEy2f3zS1G8bgmZdS86IEjl3DDMAHFhwVdkwS0VV8buO7/AUqFlrEisw1WFYZ26rwVO4GvpP/DCtjdQZW13nb8hQb9BeQjJ4SwPDJq1bqB8gWn2Q8vI19pRpvGX0vy9gMwOHCXUzXTClRJjTCWppXLG1g47AkYhHWTKyijTBU7KkK+ccdqDSIrtZYv3oKmhY0bKKrFLaeP8nbL9jN3lyKalPnhh3Lmaw6fHBnlodLXw08E48jLET3dCydmU5Jp/7mOVfSAQsS7Epy8X7V6p3nkCZQuyKtso29N24T+Z93pE0758mWk9O0CsRCi/zn0/6cWr/zdHaD9oXjf8/3s/+IokTdudurmm7JgPW6z2h4Ka9btIiD5TqJ6Gqq9cPclf84n568kY/tGOCH3x3n6QL8/LYxnAYsiTRcR1OgKHFC+piLuWttimy7xJHcbUArIjacPIsVGVntGQ0tl/Qmbr8uz1zN8vQVCEQgUuxQqh5w076yLwwtTdMsoampnnAh77Pd2e8RDQ0DgobTqsAF0JUIA7F1bvV1hFL9GOfH38yi1Lk4WMTCi1EUncuSf0AsvAhNDcv0fvMotl2nKGawbRMHG9tuEI8sdZ9JIKWLQzp+alf7NqXfSCy8AiFU6k6Jj6x8AW8d/WNMK0/EGCViDDNb3oWiRDD0EaqWyXbrdu5qfJfPTP1IatyKEJoaYY2zDYGgUp+QQvQ4NJqTlGvHMZQ4S5MXEtJTWFaRI+UH3GdRw7Jr2I7pYs+FGw2VUmaF8i5su8G0chRDa1eMWZQ+3+3HGL2sXwGf4wa9HKdB2BjnFPtUDCJcMiZYFnPneeCYM0td1NmvPMOBUoM9jTv5dukn3Jo/wIHG/UTtOIsZIioyzIjDPJn/Oo/aT/W8JjA/xUhvkyXghj5MozlDPLICx7ExtEQH9UWr3Nib1OOR1awPvYBJDrgL1cJMUhLkFnx80FKxDSwyNvF09pv0nsh6afdZknLDnPXJDvstwqOpc5nI/7zj025aDUWJclryFRxo3E+hspOwMc6WyHVt7NpBS0ZPIaoPczx/14Lv1adKQUXT0jiO2U2ngsaGzKuYsnYzVXhgwef+rZ18k/QHJ0bQ+su3hfGP6doQjmMSjyyhVD3cNg7no50J0iMIxWAseSZHc3fjVVuCpGiw7ArL01dgOnXeOHABxys2g2GFiarFJaOCv9h3E9PFR/AoGVQ1gSIMbjn7TSxLF3jn3SluyX8URYkwEFvPGcoLeMi+laZdZYV+NnEnwTPOfXx/y/lsPmMCbNBHdERco/BAg9gyG33bGOgaKALn8Cx2to5VNFHCCjvuTPPJpwdQBdxbPsJjuS8hlPCcxUK9+gAW5sjr2hCrEy9gT/FWX20mGV1JqXZkQTRGwWv3uuaS9OVUrBlmi0+wkCpaIQxC+pAblRLo2iBNc4Zl6Rfy76ds4X3PHOVw42FW6ucxzQGO5H7W4z4F6zKvYLL5NOXacReHZPnt7FR8iIYWBzbkKusyL2NX9js4OKzLvMyPIAUtFdtARBukbhUIqUmujV1GuWnztZn/iyI0RhPbuEg/n2/M/HPfwIIQYVQ1SljPcIHxMn6c/xjLMldwKH+HrzoRDS2m2phwSXCbdNLJCGEQCy/lNONKHiz9F8PxzQyLlTyZ+2rgPgVrMy9jT/6HflsEGonoakq1Qwih+c86pI/R9FV/FtNoFn2Os2hoGSAzYsnIMsa0DRyo3ku9mXWzSTaamiQTXY0QCucql3Bz6fPoaoyGWURXY1TqB3o8gzDvXSZpem7I38ux0sPced7r+dlUig88/XeEjVGaVslXHRlJnQXIyOSWxKt5svw94uFxxrQN7CregmXXUJUwhpbA0BJU6pMukb+DoQ+61asD7gai3efYmL6eY9b2Nnx+kDtwS+LV7DPvJ1d6yr+HdHwjtcYslt3oyuIFx2SvSK/jwhoS0bUoQsN2TK5Pv5aJapOfNW/kfO0aCk6NmqhSFRXG7FGOKxMssRdxVEyQdFI8Wv+BLxmWjCwlqg5yhtjGDTN/27sl85P91jsa29tpWagpSpRXDbyXg828T9o5t8kFw5NoiYQWn3DV6kjyHNaLc7mr+O89XsB258zjEYL2h9Lb+qtLnJd6Fw+Wvy53Az0mbIHGual3skxP8fXpf+h5DSHCbE69hicK32RR8hyO5u6ccyI39BH+asXv8+XpJzlUvpelsXMxiLA9+19dx3oOKtCVuvit/dZA0hSU68dpNGdk9FkoqEoURTFoNCfb3pVuE2hqCiE0hFDQlAghPeVPlu0Tf5DItQ8flQ/6bvHBSZjHJv58/KV8YuJ2Ziu7cRwby2kgUIiFx0jpSziYu9WNaMXZmnwtL0iPc9VYBV2xedeOCbZn/4vx9MW8Y+hSvjW9j7XKEi5dpJHSbMYjdb60L8T1y5tcfPpB9GEFJaahpEJkf1alUjaYLsbY+qcxqNbBdnCqdeyJMpWdTWxL8OAz43xkB9xVv4G6mScdWcFs+Wl3IZfvXiq2gUp9KrBoeHJSJ/5uyo1BFW9OScc3uk50nlRsvYvxnW/T0HvTOpI8h0pzmkr92DySXF5borx68E/42tSHAYdYeCXjkW3837VreMFlh3jz51by9ekPyyuqSWyr0jbHadoAsdAotUYW065gWWV0LUPTnOm6B4FGMraWF0Vfzg/K36Ban8K0ikRCi3wC97m5I2VKVN5XN8dep7OiKHGWJM/nYO4Wvy3e+T3iV1WNSUiQY+PgMJo6G8uuM1t+mg2pl8mNdPGRHm0KSnMtjHYmeB9ee07LvJ5dpVtoNGcI6cMYegKBQqU+0RK2V9NkYmvRlQj5miQvtuxaAKMp1SAGYuuZLT/jOydhfZB4aIxsZY/7PPCvuzpzHW8d3sJHjn6HXPkZvrbtT/j4nqIL62kfW5n4ZqqNaerNaVKxdVTqk6yJX86h+oNU6hOoSpiIMYiqhHxHs9qYwnFM0rF1VBvTNMycy/9WdOeHGsnoKYS0JNnyrsAGUs5LppVH0zIMxk5hqvhY21hORNeSMBZhOU0mCw/1KBqRkc7O8e9FaLel3sA0B2k4FZaIDVyeWUTVgmNlk8NmnjXhNHtreaqixmmhUWwHdEWwv1riuHKUojNFrrafiJ6hYZVJG8spWZPMuJCpTpsznXpB8vfQXImJ4eRZeMLGmghzIrigFZlrODVzvX/jN2T/hbXhTBdWZyCxtSt0nIyuIaSP4mnsVeoHO84+VzskOHqq+AgFUewJAJUOoryfkD7GX636M8ZSFwJyF7okfekcuJT+E+G9hX+nac703XE7WOzlYQ4288TCy3reh+PUeKJwAwOx9fzTyvN8wGQ/azZn+fz0gxws3UO9Oc0VsdM4w1jZ89z15nFwbF458Gdt6eDfLHt+BOWfLwu52JpfFcuVn3Gdr2EUNYrjNLGsEs2mdP7nWsRVNYEQGksT5zES24Rl18mVnyYckumxduycTIGpaoJOOhWBS7bt2Lx84INk4psCk6pFtTGNImCpcxq1huSYsqwSppkjX36GF0XPYlHqXC5MvYd0bA05McH5Qw3+fztq3DYZ55i5HYBj+Xv5v8e/xYXxFbxquaBmCcYjdTYtmeQfLzjMRF3HrLnTpe0w9dM60RGTz+1YwtsfreLky5CJY08VqT+WxZxqElmmYMRtmrbCaDiMomiYZp589aAE4Qd4DKUDl/XvWqYelXnxjP0sCPnIlZ50FzGFQnkXveet7ndlWfpKhAiTiK4lGlqOosSZLNxHqbpnjmfffh7brvCd/H/416w2plhmryDf1PjcD9bwpHWAZFRy6FlW0cfxKUocRYljWRWK1UMBZv4YDnYb1ql10xoxfZj/uXWGLfqLfKWglgKPyrL0C3reqzSnDXvXSYPTawN9VfQcRlPnAqpbCCJTd14Vt+LKMXq/nSo+QbWZRVHCrBVLmSw82MeptPz03/wOnOqPEyGMwHsET+W+SaM5Kd9hRaNan3KrLDXCxjgXpN4NQiFb3kXFnGU4soGGmWNN8kp3ExZ2HdG6hBIJxZcqG45uQAgF08wRNha1YV73ZG/kL5/5W7KlxxFCY3tB5+Had9x+Cqa8VRpmkXpTQppypSdpNCc51txOqXoA26qwIn4xlfoUhepBmtSp1A75uPRi7TC1xlEXX1t0MX+SI7DiYuDstv6V/HyqKosmVrC1C+NerOxlpvwMM+WdLpl2+/pv25We499xasQjS7kkNc5SZx0r2cIIGcqmQ1yDw2aelIhi2bDcSLEtIufC6XodXRFkRZYhe4yNzhm8f+kb2axcQsMscih3q4+N7mVzOnF3Fz6NZUknZLr4hN85EgOw8PRPwTzKM8Uf+f83rRxfnvjfOE7Tx8cBjGjrun9b2Um9eZzx9EV079QFbxz9EGFj3P8kbIy7AEOVSGgRihLCcRo8mvt8z5clFVvPm0f/jJHk2TSa03xy4ns07BKGPkI8spqJ0mMIoZ0wUa1XURS0dmfJYSL/c5bpKd409IaeuDKBhm2XWamcxe/vvKGn9FXbNTHZn72JenOKbak3MVExuaPxcFc7Wsdb3FL/Xtcg/lW3kD42L+B7Pg6+Xz1T3cjor05a1XFqVOoHqTeP+9Vn/TjHPJ4ozyyrgGkVOFJ6gOOlRwjpKYQwaJgFt4CnkwvMcTdZLYLa4ETvYJGzagzoK7kw9R7/mtX6MT586Js81fyJ2+aGq9oQRwiDz058ionio6REmG3KC/iLJVv4sz3buXJkgNesmOJ16Wu5NPVeQGGDeglhVTDTUNmSqtKwFY5MSboUXTjoURt1JIJIGNRrOuHzx3jxeJ5PbEwgUjHs7YexjlfRxwyMdQnUZQmsumAgVCekCiLaAIY+6C8qwX4Mpgg9MLUQGuqz4Hb0Kg6Dz8Z9KnNE8i3S8Y2sy7wSAE1LSZJcx8SyGlTqB30OsLmLbGx0bajtGDlvSefctkvcmv84r3v0I7zryb9lV+kW6s2813LfsXXsmvzjNP2NsGUVfM7O9rnQq+Kscyx/P5fc9wh3Fz5DMOUq22O54vaecyZYkblmjrm9xc/Wq4Lbtkt8t/RjLLsOWAjFwLIrbb8zrRKWXUeIMEKorsZtmaHYqdxj3oZHH/VcTOLr6m4feOoolv9/gIY5i3CpPRRFQ1djhPQUv7cixUB0LZZVYqP6Al4SP0Nyn6EyFN+Iqkb5nfS7COnDxENj6Grcf7c2swXbMXGwqDenZUW3/9xbuq2D8Q387Z5/9KlvvPd9ILGVkD6MqhiuIkKUTHwzsfBKsqXtgMJLMn/Kocq9kvbEzNOgwlBymxulllW2waipg03UZX4wzVkMJY7SRd0jcBybSnOabfGhNqwmSOymJ14g56Xmgp9FsbKb/8r+iBA6p0YzjITlOlW3YI/zIKckI5yWUbGBbN3ieK2Gic1s3eSI9QRJEWZG5Llpcoo7yl+kaXmO/LOkGJETojcYetMTGPoIujbEXBGE2eKjXaXRMqUiUN3oHsDT2RtQFKNj9ynP2+k4yl1Pipl6s62CajS2ma2JV+HtwOaKFujaEJbd4MtTH2eq8BAOJvnKXjQRotGcoVw94IeJ+zs6C6vOlNiQgTbnIhZeyeWLFB4tzjISbSdNFWhsS/8uQoQ4InZQrJ5IBaHF09VbeMLZyYHcrXMc57g4gl8dx2Eh1sIp9rfgRPbcrBdQ+kR+u9AJ2voVTWs7gfex/704mMTCi9G1Ib8AQWKARhAoONgoioHjmC6lhQdCD1YselWawo3IKIFIhMNthU+x3F7FH66Si4h0VGzy5R1dlEbnxN9AOrYG05zFsgr8qPRZfpr/KP9+cIrTOBVVwCmvh99fN0OdJiF9gAnlIN8q3M+/Ht1LVDP5+501PvxkHKE4XHPaAfQRFSffAMchFq/jZMuc8foq515fxJktoqwcRlsSQ101iFM3sSdkJf5ELcxQWLBRnE8sNEY0NEoqvp72ceWN1Vaf2HYV05xt27D0IkXvNI/CKfhs5jfBe8ZezpuHT5XOuGNzuHCPm/04AIGUnoPpzvm9zKFpzuDgMJw8y1cUkNEX2/+9t640mpNulE0hpA/7bW1tFuZ6hz3y5pb8l+PUmCzc13X/rT7wij8kM8Hh4r1tjAmdpmtDCBHi6thre0ZF61aBckPy0Dl2o2O9URBC8zFpoGDaFSLGIJZTR/FpVFr6uaqalA5fD0dZIKNnnWPAK5qQ7et8R2WGSVHCMmpm1ag3ZxmIrMGyG7x//6007DLp+KncW/5P7itMYjsNjjafIKpkGIlv5ObSV6g3p5jI/5xa4xi2XcPQknw/+xEXUy2LaWy7ioPJVak/Y8itYh0RazhNXOA7mW1918wjhEKpdoS1mZeRjK6i1pzFcSRBsOPUuaX8ZTKRVaTjp6IoEQ7mbmemtN2NeKooQgvQ0aisTV5N1Bj0N5THCg8QcznpWu+R3CSVKvu4vbKzy0eQdCL7Aj7LwtdHL3N5XDnOvkqZctPmocIsuwsNrghdQdqAjak6S2Iqu+zDZEWBaTHDYTNHSE3xJI9iYnFIbMc0s67Sy9ywijmdOK/ytONT/18rMtdILxqbM9Nvd3dxC99VOJh+mHwocTpgsyZxBamYpBjRtSG2pN/U87fx6Eo2J17JTbn/05ayPJj9CQ/mPj/vtTVtAMuuUWtK4eugSoOsHG3tGORD7jeZ9PeQ24kZLUaiG13eHWljkc2sjtfQ0TiYu73tt4oaJS+m0NQ4Natwggu8SkhPsVVZTyLSoi0x9JG2qOVCznOy7LlQZHTaL9bZ6SUbdyK/bcfU/CqlSxdqrQm4/R3ofKbVxozEy9g1F0/boFg9yOLE2VhWw5e9QWgus3kvrI/sb6kF2kH46jS4Lf8J3rXrRhyn6W8sRQ94x6Z4xpfcSUZPYUP8xQDsaPyEn5u30LCh/kiW3fkkTzZ/TK0xwd7s95msPMm+yl1M1EJsjKdYl9LZfmSEo8dTkswXsHMN0ufqYKhgqIhFKcRIChJRxIphnJkSs3c2aR5voiUc1mdyvGn1JK9ZFuM87WrO0F/MaeqlnJp5bY/3Itgn3ga61Ue2vZCxL/qmYeOR1cTCKxHC4JyUR7Mk7eapCf7Xgc8DCmFjsA/PmnS+O0lOO+9BUSKYdp1KfcL9xEFRYgE6hxZ9lTTLXQvUQJ+ogT/dJlP2YZyec/Pcc9dQYgsgGIydQjIqM0CKEpfpRYSbzZH36Tg1SdDeo8o7X97hp2s7neVUbB0vTr2LV2TeK7936thWhZCaJF89wET+3rbjhVDdyJLt0ty0myeJaLXRvgiXHUKqCgQdwhem/pTlmatoWiUy0TXoWgzTrqIoYabK26k2pmjaVWy7yXXxlzIW38YRsYNUdBX50tPszd7E8cKDSN6+VoW3bVepNSbaIliybyyGk2exZSBKtSnHxxO5L/Oz/CfpNYfWm1nqjUkUxSBnHaJQ2c949Iw2zHutcZSjuTvIlZ+WTqIj9UxDeopIaBFNy6vIlf01Y+1jsbqJgdh6QDpkHoSgc91wMDlaf+w5k6gHzTTzTBbu5+n8d9kttvOd/GcoiQIlu0Gu2eQnU7N8+JkCk1WbsBOlJPI0RYNZZYK0kGvzEfsJkmIMRYkxXXiE+YIRcxY2pGKnEdEH/CIGTU0zFN/oV0suTl/GkdztgOODE9vD3IKQPupWkrRXrwCBl0LlqtSfcEvx0x0YsiCIuaPhaGhaeo7qkV+uKUqcVHRVD6H6loWNcXQtRqmyr2sC0LUhv/rnxMxLOas+qNbrv1cNfog91qTL5/db+8WZB+Q9GWL0vwrmMeW3L2p+sYwL4vYqz3KVfdiOiWkVEEJzd9q92emDNl8Fq2fj6YuZLj/dxswfNsapNY6hKDFekXkPRavJD3P/RCq2gWL1AGPJM/nLJZdw6zGT2xo3M1t8VOJ/XM6pT214O988UGNK5MiJCb6+aSWbL5AYGyWhIcIqKAIUgbJhMZgW9vaj7LgpyvqryyiDEawjJZy6jWM6OA2He+5dwsFKiJDicKym8sOjFW7JfxSBiqol/Z2/X5XqzpMhfYCB6BqO5e8nKETfv7Ckf/VwKraBQWMN+7I3E4ssD0hGede1SMdPw7LrPfWy5yrm6m6DFyEy8GQHO03XhrD9FGDnNbxIm9q+frSNi97tiUdW9xFu9ypkp5HYw5hbYFJDUaKcl3grd+c/5X7ecPu79/3KApL+VcaKEicaGuXDq17HX+77GqXKPhLR1dSbeZpWAduuy1Ro1xhXXYH1vHSeHBtFjaIIo8d6p2Log+7Y95RQBAiNb5/xXrYXDP5690cD0UbHrxj2igGE0NDUME2zxBnx60kT48eFj/tpRPmuBytpA8WGKC4sKoVpzqIoUbfAoBdxtTcu5WZIUxOYVlEWcDimG6m3peqB0BmMn8p08eFWsUiPYqjWMxBEQ8uoNWew7bLr1Gq9iwqFga6laTQn5TvmnAxZuq6rMJa6gHOUC7nb/DHvGn0JP5maZUaZRHdCWMJkpbOUolPHwiIlomQMne2NY+w375cUK6jUmjM+RKQ3pn8eJ056+L2dqH42mjqPyfwDxKMrGQmdStOpcrhwT6AzBen4aWjCaCv7XYiF9DE/cvd8WCa+mVz5GYRQ/JLwue7d0EdomgVGk2eeEA3IQk3XhogYgwFOuIWYfJFfM/QBvpP/fJsDvTh9GROlx3qyfvc8k0tX8uuVbl3oIvPLtYU6KL+KJtDanI65joyEFlNrTLa9RwvZgAUn1159FaTAGEqcTq6yNyDr1U7b4FVrJqNrsB2TUnUPAo1MYiO6EmFQWcG0tZdz1Ev5Qf4TKMLg3PibeLAqqSgaZoG/X/c+Xr/uENFEg/gaEDENO99EO2UAqg2so2WKzwg+/sAq3nfRLmKnR8GyQVUwD1Yo7Ne4Z99iLlh1BD1qcfhQmv+zfYAvTPyjlBRydO7LfwZFiaAqYTQ1TLV+BEWJENIHiIcWUWlME9JTzBYfJaSPuRWEOb9HOvHC56X+kCcaP2x31NyqSa9/EtG1lKoHAovkiVZCtj+Vzr4HAgS0neNFUmX0q6BvP++JvdPp+Eby5Wf8imbv98noKZyiX8oz5h2kjeUcyP4wUL2bazv21Mz17MjdEBi7c7dDVZN+JapQwpLdv34ETU0hudZqaGoSKW0lHTTPmehzRv9fqdg6dCXStWYKEeay5B/wjHicyfITfiW5UAxUJYplVxBCI2IMU64eQNWSRIxBKUhvNxBKGENLEjFkelzi9xTKtWMgFCyrtz6uXBuaGPog26KvYFo5yp7sd+d9LiDXNdMqoSgGmegaNCXqCwh49DOHC/egKAaqMFxlGJOQnqLezEtaE3fDZVo5QvoYw7HTuCZ6Pv8x+a+YZo6QMUKtcazteWnaAAKFkJ6iVN1Pv3F+MuZmTU3ziswfoimCr818gmuSf8BYxODx8jSPVb9L2BjAcSwuNl7KWMRgb7lM3b3m07b0JWxsl8oHZHr5WTlxGisy13AwfweJyFJUJeTqX7Zut3NQ69oQTXMGj609uPuS+X5tzsm//+5SMJw8syevmaamiYZGyYRWciD7w77nlpxTC+NoAvnCFyo7WZ65moPZn3Q8WElvkK/sBVgwB1M6vpFi9eCCj3+2A+ry1Ps4qOx3iYD7PeJfD4fnxOw38Z5O3J77gtxxPn/xn58frrMdHnate0PUe9H3fuMtHr05F+NoatRfAAcSW6k1sn0j15em3st714Z5MGvwd3s+7F5IYVHqXI7l72U0eTYfWXkx79jxJar1Y24UuwHuxHlF6o95yeIoLxibYdX6WYQhvwqtCCMSBk65ATY4NcsHqQhDxS41aU5aPPDoOCsH8hzMJqmYGsORGp/fkybfsNldyzGqJril8nW2ha5lbSTJV2c/3yE87hAJLaFpVVycnOfkWgwktvD2oZdyY24XO3Lf9qNK5yfezl7xKEdzd3T1x3j6Yo4XHkRVogG6jl7vjqQ6kZqR1Z4R2G5bWMRZktoOdGBcg1G4+ceZqibdtK8yR9sC3GHCAMdmNHUuk65DFA0tolw9gIPJ2szL2V+8w+fYaz9fK8shrTe/qIzwRVwZMBCubqfj1Anpo2hqhErtECFjBNsxUYRGvdnCMRr6CI3mVKDN3Ztp752QaUQbVYkyHD818Kxbz0DKWoVJR1aSq+7Dsms4juk/eyFCJKMr3WIBi3J9AsssuPOHjJwpSshfl0eS51BuTFKpHSKT2MhW5TJuzX8McDD0EcbjZ7I/e9Ocz01RoqhKFNMqoapR6dQiWJQ+n6O5u9G1DAOxtYREgqnqUzTMApfE38ZR5Qg7c98Dx0QoBooSxrJKvHHk/WweEPyPvV/yZeR6rZuKEkVXk13ZweAzjkdW9YniLtxWZa5lib2KrJjlidyXGU6exSZxIVNimr21u4joGbKV3ehqHE2NMBhei4rOvtyPXOdb8vTJIq0kjtNfa30exQbBwfzt2HaJfHkHs8XHAt9oSJbxdpO7a1nF1umMJSLLiIfnxmR5HD1BTEcktARFiVFt9nb+0tFVlGqHOFps8agINK5Jv19OFPoImppmafoFnJ94K4Y+0odWox1H4UXAHDc95NmKzDXEwsvIlp7yK6ZgIRWRAsexsKxy22dzWb+BmIptmJMa5PbSZ9mTlw5tP6Dsb6b91oEDKQCuaamTdj6PMkENCMPPbzIiIBenXoL3TgfuTRYJebrHAOszr+6i1lGUKG8aeS/L4xe6V9H447GX8or0G/q25DHrVt6684f87/0fx6OxcByL/7XsIkaTZ3M8/3P+aPeN1BrTfhWhrsn3WVGjKAjumbR4bDbNU0+OcPyZOLnDYcypOtZEBbvQxKlZ2HWLxtEmuUehtrtG/ikFoUFMM4lEGjiO4GdTEX4+nSZbt3n1MpNp5RgN26ZhFvl56Qs0bIdr4m/2+9DDHglUly1AyMo8t+rOsuscq1hMmjv9frPtCnflP9HTgQPBsfy9vo5n653p4F0TBsnoGuKR5TjuokKfaEC7tXBZQoT7zlOO06DenOhw7pWOv2V7e5mixPmTpe9103p2T/C8eyW8uT2kD+Fgcjx/N7ZdwXFMKvVj/jx7Rew0/nrlH7rt63QIvf6xCWKhvepXiRuTUIPVqatR1CiqGnfThDId2bRKrA1fBkLhzMgruSL2u5h2jaHEJh+bJTcmnc9CxytSGEqc7uIABWckXo/jktIGn7VA4KlL2FaFRnOKtLoUTYm4EBsT08yxLvMKdC3JiLGBQmUvCX0cgYJQwu79KBj6oIzaiTDDybN4+9BVXBO7npHUWcwWH+PW/Mf99jbNHGVris61tNNsu4KDLZ1H91krapSVzmY3zVpgMv8AU9WnGIluZFHiLDJamCZ1PIUO265jmlkcx+JnjQd5/85/lps4oRCUnOu8br15fI7AiPOcHDhZ8KOyP/9T7iz8G9sLNwAwXXiEe6pf56nid6mbshrbsgrUGhOMhE8l44xztPyQW4AiuTW9dLZlledkkDhBxYZfFKan8zqSQ+rqxO9zU/5j7amZrt1Sy4YSpzNTeop0bB35yl7OT7yVe8v/6YKD7TYn02OGb30mXGLMHXRj8/pEEPrk13VtiPNir+fu0n+0edPDybNQhNaTOHlx+jKWOaf2JETW1DSD8Q0Ua0epNo7Nm+4eTZ1HsXZ0DnydynDydKYKD3fd02/t19d+MSlbtQ+uR0YUTKviR75j4ZUnrNM6mjqPmfJOP3qvKFEcu4GmpaXerJC0DoY2gO2YPtapE0cVbKuhD/k78Vh4pVzEvahfx3wylDid87QX8r+2lbhzYgBdcbh00RSj40WsukJ0TF6jnlWILHKoT8LDOxYxUQuxJFpj5fAseyYH+NlUAsuBx2aaRDSF6XqdGZHntYvG+NuD/02hvMtPHev6AKZVClTrLkRl5sQiWPNbp+O0sHN6UQPbrvgYu4X8VmZgXKqOrnHbe90RIsza9Et6KjDIO/DOo7okviUS0bUu1k+eU47Jg/75l6QvJy4GeTr7jbbUc3AD4t1T//dLcFbq93is8m0azRlUNYZUUSi5vGMhHKfJWOo87r94HVffVeVA9V7Ktf2Bvgres+pHySQWLeRjI73xGrxXDysm14gj1BuT4DoFAhWE4kZWS2Tim8lXdrMidTkHi3ejCoNkZCmF6iEsu4ZllVzoQ5YLU+/ik6fbrD9zhsJ+jRt3LuOtj/9d1zuzLvNKpprPBPDgAXyk205vbhhJbGUify+aliYVWUauuh+BQtOckYUrKJhWjrAxTsMsMBjfwExphzunLNwf0bQB1iWu4un8909ILeXErd/7p/r4xlZAyCIaWs4Lo9czbZe4t/QlIsYwmhohV9qBpibQtTi2bdIwc33bvUDtVM8WzmmTiK71RavnskhoCZem3tuxS5dVLq3fO1hWgZvyHycVC3LJqZyZfDNhY7xnhcl08WEcp0a29Di2XeLu/L9gmrPYdglDS7dFzhanL2FF6vLArx23qgXS8dP866bjG+WL0COU3tLw67Y63cDEqcKDTOTv9/8fj6xmVeZaAGaruzgkehP8mVaOycJDvCL9Blamr+p5DODvnCby97c5cInoWpdg0ztOZbO4qEcl8m+ynUiV6MmtKD2Z1VBz2S8GcyeruKXIfXtFZMQYZGXqcrz+K9f2caIVuhP5n7fBL+QOXjprtl1BVcLg2NSbx7tY4zvnKiF0hBJu24mXa/twnBohfYxl6St5+6I/JxXbAKiEjXE+t/6FrEyE+P7hQXJNwQuXHidbDfONh1Zx6zNLeerhYUpHdPbsG2R2p8F92xdz32ycj+0p8HdP6nzo50v5+sE4d05U+I/pB/lJ7Vs82tzPeCTM+clFfP3oJMXqITdyIJ3hRnMysJnsoWBBL9obeVyL6LXz+xOlynE6/izMLKuA40gKErlYD7eNixZnW8sUJc6Lku/2I8fd47ZVyCHvweOFq7E7f1PfDEjLqZFRP0MfodbwqmpdEXU9w2mZ1/rnPZz7KU9nv+H/RjpEUf98smBH7dNO/Os9kP83CZxHyMyLYxMxFkmRe5cPUREKiUyN1SxDCIWgJrOhDwbOafltkVWWNb/93drK8vOQngYgGhphPH0RyehqOb8LDVWJMpLYiqamyZWfxrEb7MvejG032Bp9GU27StMq+XhLj8NwVplixfJZ9FVxbty5jA8euNVvQ5BrL2sdYLl2Zlv7gTZamjXxy9HVOMfzd/ttN50GifASRuKbAAddjbucisIl9C1RqB4iGhr1+1lT06zOXOfro4J02BQl3jbWNCXMapbRm02im5YlGl76LLNXvd8VgSAWXopHrSZ5GMM0zDyP8iiPNW4mHl5MwywSdfkkLbtGIrSYWLhbPzhoC3LiDH2ETFyKRC90oS9WdqGpUUZT57XfTMcCZlpyEK7JvLTtegl1jEhouO1Yx6l1CCxbPJD/LJbdCESjVF9xodPayDWtUlu5/uHc7ezN3tjz+FxpB7mSZHav1qdxArsK7/76ieKCTDHfn+8l+dWOWSrXjjBZe8r9TYljxf66po7T4JvZ/6DhzCV9Y3OKOA9VDQr5qlxkvIywlgbkrumq1B/z0/xHF4B1+U2yE9m/nOBex7fuRbPF6v6bY7o25MIk2ifIQmUf651T2hYnoYTb/j+XzT2Jqu4kOBt4rzudt/aNliSOrQbSe6r/9z+ufQcfWHIOe8olUvpSwsYoY7GtHKoYfPDMA4yEbAwF9mdT/NuuBDcdMfnhUZX7Z1J8/+llfHFfhnfdPs6OYoTFYRMTk71iP3fXn2KiYlGgykTlcUq1I+yv3kNMFxwsNXik9HXJzO80aInLy8Wpfa5U/Q1eS+xd9lLQWvyIvRaT9nEshCE329qA29futbWBtk2e399zPo+Wk+g4TUwzB+AKlrfGRS+yaNsucVP+Y9h2rc8GR17bsRs9N9C23Whrv2eGPsLp6begKCHChuQrHE+c2XbMbPkZss4hNFU6kL1Sv97GAWBZ+nJfdUSOQcOlTenjILt4UMuuSMUOq4SiRgGV44WH+d3vL0MXCjFjpK1f+hc79LkMGqnYBpZnriakj5EILca0ZXp5ovQYlfoUqdg6XjP0p8TCizievwvTykmqHtc5BZuHSl+lUNnvBxxkWlWu+YvtcaoFnZlba/z9oR1uAEIQCS0h+IxnSttJO0n3WbaeSdNs4dBm7UM0mjKVP5I8h7CRoVDZT678NEdzdwKqy0nXIk9W1SSaGqFhyopWVY2RjK7gXH2jS2sUkUUT5iyK0NrGWsMscFvtvzvSkh53XHc0r27mfbjCiVn3ONDUNLHIcsrVA0RDy3FwCGkpNDWOoaXINw8T1lLE9TEy0dUU6kdQFYNEZDl1qyDVGuaAMSxodWo0Z7DsOqdlXo8QmvuCd+xy0bpe/FpjgsnCQ22fvSj13rYXpWlOc3v+Y+zOfs+PvDWaU+zNfr9PiXu7CaGiKu0vftXfkUvzvHLP0vGN7o4x6LR0TnzB+2sNUFkdK49zsCjUDsl/z5PSXEhUxHFqlKp70LQBRhPbAqlXtT1y5pI+1hoTHMnf7TLg9zpfgwcq3+DM+OvdF03e5835jzHp6rAdLN/DbeUvz9u23zybm0S0fTJ/Nilmtaezsjn9et4w9Puc7OjeL9Oa5jS50nY3xRNQYnBq/LD4aRxMn59QSglZ9L9/r88ELf4v0fa53PVLMtAWDYKcA7zvvHMFo0CKEvLxPdK8zZjgo8ce4P8e2cFt+U9wKH87uhbjUOEubjnaJJJs8rWDZRxgbznCz+qP8bD9MFsGBMdqCg/MKjyeL/CT2rc4WBZctGSCC9OjhJwIWXM/EU3hqLKHav2ISyR6kM9OfI6bip9nY+LlgXu3aB9r7dOzRijg5Mg+3JR+Q0ABo12urH0O6y5yGUmeQal6SJIDB67tOCbF6r62OfP09Fs4I/0W+puM2AlhMJa6wJ/vHKdFcRQ8nxBG2/+HE9uIhlpSWp2ZGQcThObiI1vccTIFK6tBJfdgy9bGX0hJ5FiUPIdq/TD15lQANy38lOLR3N2u0oLFstSlCGH4JMWddjB3i0v/4EZ41GRbEULnOuKT5Ds25dohFCXsOp0Cx67x3ew/8O3Zf2Kq+BhzR0vn3vg4mKhKSOLZhEK2skdK0qGgKWGa5gy50g6+lft3QoFNpBC6ey+2y8iguQS6il8QYWhpBBoFKnzonqVc++M4B0v3+IGLgchaxpJB51ghJwqB6GH3fRzP3+WPkaniY9QaWRQ3SqjrA5yaebV/vDeWbbuB49i+HrllFciVd/P12X/FcRouxjPrPr8lbVe17ZJbpd16NooSIe3yycn/e3O+42fsTszULvUHgHhkCVEXixkPjRELL8O0qozENzEUOYWkNk6uup+p8nYkrUiWWv04tmMS18ckpnIO/2GBIQaLUu0Iw/YwitAYCK0mHd/gAycBhGIwHtrS9btO5+bHxc/0BOltSb+JdHSV+z85GQwktnYc1T2QU7F1vKJtcrFcHJu0eGQ1lybe0dYJudKOwPHtE33vXXy/lILTpss3t/Un4Oy0dGQFK51NrV8KnesSr/SdXEMf4vfG3o6mpYgYo1wWeU3XORQlTjq+kQ2xa/iH0yJ+eB1oe7lqjaPPK23L/7vWW+Lo8fzX+eLkR/nNK8BwiIaWdTmullVAU9OYdq3t2LZqwbaFy2o7Rk6s7Q5IkDZCRglUVqVf5EbF3Q2XUIhHVrAqfRWtlJpJsznrO4ceCBmhcCD7Q57J/rd8Zo5NpT6BZRWJ6ypWXWF1LM73js3ykUPPcLB4N5oI8cC0zY6syfdL9/C4fTvVxgy78g2i0QbXLKpgOGG2KJdywQhsZovP5g4WtcZRNCXCOEM9YCdeRKt9k7mveHtHpMphZ/lHVOqHu/uoyyGU5w3OQZOFRwLFAK3xaFlFyUsVGL+PF/+bJ8rfZz5zHItycwLP0WrHkpmB4xoyNSnCCBEmV93nipp7FZ0GQhh+ms7T0LXsRkc2yAKXW6w90yHYkf82ewo/ZqayEw8/Zbk4Q0Mf5tzkO/zPvevuz96E41hcHn5VnzStE9iIWIHK3v6ma0OszfwOODbx8Dhr0y/xwfcedlM6o1L5oNdaEmpLS7eeYyvFLJWRDmQlcbVlV6g3ZynVj9Mwc3hFRKZVYrq03b9GOrae4eQZru6pKuWtrBy2XcGyCjTNGerNKYaTZ7BES/PFyY9yX/5fJSTBlZY8krutrajCcUweL3yjT29048hXpl/IssQFONiYVg7TKrGndBvCLRKRY0FHUQyaVpmIMYznhEvnzZsP5PmHE9uw7fmlsmy7QqU+6Y/R1vhRMfQRd2wG56d+TnbLZ/AKM4OWK+3wgyZTxcd4QeTV0tGu7qVm5xliGaPxLUSMQYr1I2SiqzH0IcrVA1TMGRmhniMKfkKFDcIV863UDyJQUdW4BGsGiBd1bdDlODqG98DG0xdjOc2eAH6/G9SkW7UpfzOQ2MqIto6nszfg7TqXpV/IofwdbZObFOiN9qUtWSinlVfYcFbizdyX/7T76bNdaFUS0VVtkcREdC1b9BdxV/5TdE+uLfM4rdqpHFR0LdOmr3hW6p0cE7s5nLvdL/+WPEUNt38kkaWhJSVRaO4e/zlJkeT4gvnifmu/HPv145ITLui6nQ5BUeKSp6q2z514vQl2Ie+X66z573EWXRvsIojV1DRjiTM4kr8Tx2lwXeYvaDo2N+c+2tWHmjbgjn1Z6NBZ0BQ2FtEwcySjq3h9+mW8eVWBbxxM8cXZm1msbMKiydmR5Xxh8uOoSpimmXOJRetcnHo3f7ouzOGqwf89soPd+Zs4P/F2Futxvj79D3QvYgaJyEqWhE7n6fx355QJ7La5gN0tKSrvOh5NyC+qeEkIg+HENiYL9+OR0DpYruMi27U68xImak/6FB+eKUrUp4+Yn6e0H7lxazy2Cl2ChTgtShBVTQTGk/CrsBdCBTUXn6hHa7U+dS07ct92j5cktDJlrnXwJbY/N888pYtGcwZFibAudQ1PZ7/JWanf45HS1wN8gcF5o1XZ7DkXssCj7BbqWXjEwEJoqC4VSjv3IGhqik+f9m7+16GH2Z+9qSflSSS0hCXRs9mV/Rbnpd6Fje2uo70Jp4vVA37hjqomWJW8gkPle6k1JvwCANkLMrLpFTQJJUzEGKZSOyQjdrGXcNTezqiyjidyXwHwyYPbKYoWTrckRJjx1HnMVne5lD7ZnvfRqwBzIcVFHo2aQCMZW0u5dsz3tWyX1Nd2U+GyoKWBpg3Q7JNiPyGwj+M0fB09B/mwgwzKW9Jv4k+W/iG6GmsDZk6VnmIy3x/fBUEsh7Rs6SmO1B8JnMdhprYLw8VyyRs0ALvDGWlPK0gg4fy36e2GHq182/+k2xamhSkQhHwqBpVoaDnFyl7uzv8L7Q+9/Vxe1HAgsanj+nIHFwzVPpj/HIdzt9Py/ulIEcsdY61xlLzLSeSZrqW5OPbmvt59e1HJb+2XZb9eDhzIyJjSRT3kaRG2qv36g+V7y1DJvrAsiY9pmtNdi6tpFTmcu12S1oowd5o/pOY0UTWpsdh2rC8ZJaOlMr0qI0eL05eyJXIdY8kzUYTGtgGH/9ib5Hv5p5gp7aAoZsg4A3wj/3Xi4cW8KvMOVDXuTsqCp517+eIehe8cqjDR2I5tV3jKvoOi2ftZeov/InsR48nzWJa+8gSk8fpL/nX2sYxYlOi/kLX3USS0pIc+qjqvTnZbCxyLlLoYyZ7fctyCWKM92e9Rqu7pgZOruBqw3dyC3RmNfhhArwjACZw/GCG30bQBIqHFrE5e2bqC0ImFFnFe/HcXcJdqW3Q0CKZXlDijqXOx7RJPZb+B49RRFMNXTzC0FFIqS0YsF6cvc9Ob3WuMQCGsZ5Bpz5JbfOHwYP5zrjqCPEretaxa1dQUUgGh4v4/gRrAuHnHem1KR1fyrsXvaUsrerQ2f3/oCY6XHwWE7xQHrVo/xp78D4lHVvPSsUF2WnfS7x23HRPdj3I6WFaR3dnvETYGiIQW4bklDg6amvI55VQ17vogx0BoNJpTbC99j0XKevlexk9jNHW2jPIGo9hCSpn1MkWJdkVcHafGkdxtVOuHXd/CcalyOqXQrLbzCFTOSf0Bvzf+V24kz4MMtPeVt147bobTtIo0zRlMq+DTv3iKGN74n5Nbt+83Pa3/yysQ7Gvcy0cPfpyk0Z6PDgIaF2yOzUb9SlIB7c9K/RiKohHSJbDUcSyCuoIAA4ktLM+8sNUuYXRVhfa/F8sXY+7TKOby5oeTZ/m7II9ZW1VjrItc7k5i7WXz7xj/EInoWr89tcYMtxf/rYNQWU4qxdphktEVtF7U+cShWzYe2cYLY2/0mdMbzUluK/yrf91O+5341e61fmvP3sScIfBfrJ1oZeKzN8m91a9ARk6miejavhW67e9I+4IdPK+ixN3ohKzETERXuRgdgeM0mS0+yh2l/0ARGrqWof3+HQYSW6X2s5qkRWoK10QvRENlovgoDbPIlw4U+XbxNt4zvoGVqcvZX7iNO/Ifp1jZhWU3CKsCXW1VL04VH+PG4ufYIR71rzZbfIyK05Bt7DEmCpWd/DT/UUrmBFU7y4pYe2FWJ34seB+dC4QnoO7+r8dv2o4OPAfbvZbUoY2HFnVhjb30oaZl+uJwvfNKHLJgV/ZbEjwfqK5sOZPdzldwUQ0b4/I8bQB5hyAdzPymoqkeE0EnZlDBskrUGpM8k/22/53jNChUnnE33d3Widfz4EGaNsAfLvkg8ehKeS9C43j+rrZ2akrUrdg10NSwi6eTWqlnKecghBc16oAlOA3ixmiX8ySDFB5GUHH7RSekD2BoKaKhRdLBEArLk5cQ0t0KYKfV/x5Z8gXa5dxa2Ne2XsriAIs92RupNY4ihI6mphBdY0OmtBeFt7Am3mRc30RvE4yETsVsizhLJztXepJq/YhfbCHvI8OS5IWoiiErVR2bTHw9qiphFqpi8HjuvzhefpSIlnYVJzrfFcWPrHZXRyt9NILbLRZezEBsHd3V9cJN9csiiuPKPp4q57kk+kY+edoH+Os1HyKkD/c5q9NWiOQ4DXQt7aepF1xo6MxhoPb9I0TMAaPts0houbM+c33bZ8noqW3/V5SUsyz9ojnPPdcfTRt2BKETOn5t5lVdbboq9YETuq6iJBxDX+SA5n5mBP4t/yxLv8hRlER3X/Vobyq20Tkr9YdOLLzGGUic4WxNv6PrmHhknbMp/bv+9c5LvcfRtOF52plydG207bOQvti5PPXngbYZzlDiLCcT3+Ysz7x4Qe397Z9n80f7JV/f+2P4f4SI/NL6QlUzjiDkji/N/7zXO9O7L1vzTdhYGphrDOfF6Q86YWNpz9/FI+ucS1N/6ggR8e8/ElrunJp5g6Opgw6ozvLMi51k9FTntcP/w0nHtzjB91xTB511mdc4sfAaRxBy5wHVuSb9Qecr2/7an+O898a7R/l/+XvvOp1zpvcn+FtQnWholdM+18jfeX0l599eY8zo6N/+fwYSZzib0r/7PLzvht+O+c8dfK6Gk4ye6ggRcZakr/R/HxwfJ9LWWHiN86bR/+kIQnLs+WNfc9ZlXtP2/17n776WFuj33n9C+uLAM5LnH0me74wkzw/MzZqjqYNOIrq+exz0eD8FIUeImBPSF/ftA0HICemLnXhknaOqGUdREo6iJBxNHXQGEmc4QkScsLHUiYZWOYa+yIlH1jmZ+DYnEV3vGPoiR1FSTiy8xn92ipIIXEfzn0Mmvs1ZlfmdnutG5/Pv910ktLznOPD6Nhpa5fejro06mjYs3yF37UtE1ztjqUsckOsoaE40tKrt2bSNGRHpu262jws1cN+92q85mfi2Lh+n97umOSPJ851TM2/o8/2J/+lnJ0j2G/yuXYNP+qTduedOkWBFibMydfm8OmuJ6FrqzXyPUmvh5vWrPFvMWlAAt7f1xlicmX4Hj5ZumBdLpihRNyff3j8yFy53bRen3sNdxc9h26WAaHCu7TxDidN5eeLFfObo33ot72pTr7Z7+otBrMWqzLXkzENtUT5fEul5EQD+rf1yrb8I+i/TegPdnztBraJEGUmczkThwa4dbDq+kVXauTyc+5x/Zb81WsalJwgTD4/TNMsdpKvyOFVN4DgmsfBiVhjn8kTuK6hqjNHEVpcSoX/7Xzv8lyyKqvzzgb/pe6+d+EcPZyXnz3KP33SfZyHvczS0HNtpYjum1NmcV0YrKFo+d0V3EA/kzfu9JdNa86CP2UNjJHUWll1nuvgY8cgKyrUjXffSwmPRhnPrNdY1Nc3y5CXuWtPqL0WJoqlxv6p0ReYaCuZRsqWnZSTMlnyfKzLXcKhwV1fqfmFY1XbsXTyyglpjhs2JV/JI/j/dPu8mwe3dp61zrs1cx+7cjYBCJr6ebPHJtvcopI9iuSk4y6oQMUaJGoPkqwcBiIfHcbAxlBjna5dx2J7hycoPsOwGaxMvZFfxFheXZeMJr8tIoo0QGm8aeR/fLt6A49gnqOnt3oGrL9uZJm9hZRU0LYVt13zyZ4mXL7Rh/TQ15cqHSWxeNLScqDHYpi0riaftPu9PZx/LdXN96lqONp8gX3q6C6Np21UGElsoVg/Pqft8In2xUPlNUOmnSPJsCbB8xuhTM9f7VaS9UnydZbq2XZrXgVPVJFF9qMPJagE+Twz826vtjS4HTlPTgQXGckPU7Smohwv/FcDT9DeZUpKqEK08usrW5OtcvJDDHfmP+31j25UuBw5gpvg4nz3+f4It73tNRYmzNf1WNHexOTP2mjZszQp7DcvU09t+48kb/daB+82zkD48r0RWb5zHybTuFK6qxlHVOOPpiwi+06029Usdtp2F4eRZEEgt2XaFcbGeVGxNRws0cqUneST3BVo4MS+97Li/rfLS5DsJqQlXUcI7RlrYWMRrB/8I265SrOwlzwQDiU3Ydo1j+fsD7e9M10n7Vu7f+Ub+Tjct2PsddjAJ6WN+etNb5OQc0es33Z85WO77bLEu88qeuNZqY4J6Y9Kd/6weDlznM/NSngvQQvXvWZ7D0Edo0cR486lKIrIcIULuGGgR5y5js3/N9aEXsCh1NlIfNED34/GXucTN7W1sb4vtmD3XGkNLuwUCMRQlyuHivVQb0zhOza08lYU0a+0NvGrgj7rubyHzpaKEAvduUaruRwiNw/YTRIxRty+C1cQLm4MPlO5CVaI4To3Z4hMdv3OoN49jWSUUofHS9Ht559ibCakphuOnArBSO5tL9JcQV0f4cfmrPJj7LLXGBNHQMHvLP3MLhspttDBhY4iwMYJtV/iv6U9TqOyhVDvS1q6QPsam9BvRtSHS8Y2Bbzq4+7QkmfipXJh6D+Ppi1tHqXF0bRAhJAYvHl6Kpibkc7QqaGo6cK+Oy3FXk3hL97kUa1Jr2IMEqEoYXZ1vfnNccuAQtl1mR+4GitWDgWfnmQI4zBYfPSkOHDBPGrcTfz9HMeSzuXhQN/Wp7DfaNFU7jwv+vTbzcpLRU4iElpCJb+blAx90FxHVr74BUISB1oF3aJXne+eej3zyxExW2ba/VAKVC1PvcQeF2kY8OL+pGLqkZHGvwKOFr7UVHoB0vuSCJG0keU7bZLFQh9W2S1REAdutyrmv+EWf1kGgoaKwu/6ztt90E4r+utrJx3t18go+m9/9Mq1plfpgQVvmLVq/SJMUAkU3etVNp+A4jR54m3ZTlAgfWHw1UZ/7UNrDuc+5pNwel5yMhERDy4lFlncBtmW1plysflj+Ck276vIpqoSNRf6zbJg5vjbzCTxnpuFUCLu4rdb7LCvIg++u55A2m7Mcyd3mU6MEqSKCYzcdXdlGWt5uws0gDM3xznpzk8IaZxWx8KLuI7o2be3vjtEXv0OPQof2a8vzOggRYkPqOkyr4hZjSSVPr32l2hEcp8ZU6SlagHPBg4Uv+pGUh/Jf5rhLyxCcA1v8c8059STH0xfx4tS7ePfSvwYEKzIv8rk2a42jKEqEZHQFqegaLLPQQRUlix92iido2narj1y5qoWYbFuLkDkWXoZp5pit7OKC8CsXdA4PUB84K43mJKa/+LdnwbwxMxjfyLe3/S7ffM8hPnTOPlY7m5koPko8PM4Ee7ip+FkOFu8mpKfcdVXq9oaNAWy7gRbY/AnFoGEWqNaPEDbGMc1coEimZetjV/HGsZVYdo1KfTLQpnbno1o/TLl2nLgIscbZhte3tl1zlQkUVCVKqXYERTGIhBb7EnvdpvqFjnUz61NlDSe2oCgxGs1Jn16llwkkvv4tI+9CdamMHL/qvf03/ebJ+ef7ufDIc/kSC9s4wbN04kLGCH+x8v2u49VfGy8VX4+mDRBzixNUNEJaknhoEQ42P61/BynRkmFL9GWAW/5vFTiSu80/j0Dj/cve7RMwamoan2eni2fq2Zk3AbV/ZrHT+TlBmZOgszm3WTSaU26ETQJPew0E264yHXCC14lz3Iq6uU0IgwtS7yY42decAoZbjfeyzB+1Aa7vbX4Px7HbdrWD8Q0sS79ggffzq2zPOqDc14IpioVwDqlqknWZV/7SopoCzS9cATmuYuHFv5S2tKz3vCCjFA4hfdhd5HtXb/Uz2y7zP/f9J4rSu5JV1wbdzZOcH7zNmVe2D7hpR5v3LXsf6fhpVOtHqDWy2LbpcnIpgd9V3Im9RVQaFik2poL8jLZMQ7n6p+AWXnUpFASA+ahtlbztFEztE7impohHlvPi5NuJhZfO2T9gcVPu/5Avt8v2hfSxtjEirf3dmU8pwLu3SGhJn8ICQTS0iKSdRggF265Kmo9AdaikksKNaHhjpB3ILTcYchy0XyfID2i3tWk4eRZL0pcTC6/kSO52flT6D24t7QYc9mdvplg9wLqMdKBsu0Su9CTZ0hOyF3y+tRbB9MHcLXxr9v/4bZTpRamjKosFet2/V2TQWoRVNYGmhnFwsO0GP298ByFCvjxUL5UI+bskrxn608Ankj9VypO11rwWjEn2R756kGXxEtqZS0mfLlgbTWDbNZ/k17QKWFZFRpwck2hoGYrQKVUPg2NiO56jLJkPbFtW+NYaEz3bCYKimOVfJh7Etkv+GOo3FyYjS/lh7qPcW/mqq7yQJB5eSt5VJlCVMI5dw3ZMVxvc7Eq/6toQo6mz3ffU9KN1IJgt7/SluVp0Rq2+8tbwwcRmXpZ+G98r/wSzR8p8IQ6a02eOa5kX/T8x07QBVmeua3PO+9mzWv0aZo4vz97tYgqkdFOvgZgrbcc0Z12mZHg6ewPTxceYKjxArvQk+fIOHKdG05zmgfy/MZI8h4gxiOSIaacJuWVmgktCryAWXsm2+GuIhhYTMRYR0oc4M/12lwcpzFDi9I7OF4ynL+6rr9fVIUo8UDHqMFV4sO18i+Kn9/5hT5MPL2yM9qxQEWgsS1/OsvQL/P6LYXB+7I3+/fQzIQx22vcQLJ3OsIhXZ96KooT4UeUb1OotEt+INsCXN76Gt4y+z6/unSo+xqG8JGmMhpazLH0lv572fPJeOQvCfqhKmKjTTWfxizKhGLRT6dioHQz2v9D29Jl8YuGVvmKCg81Q/DRO/Pk5lGv7KFX39jj/Cppm1t08WThOk2r9mHtsMLVno2pJHsuW3TNaCKFg6AkWxU+naXVG3VXeNPpBX/lkb/ZGl5eqVTXp4VtkFC7cg729fbPpwRm8vpIOVu8MQzK6gs36VdyY/zTl6oGu77vN21wH51HbpWlxW+NinRZqitCIug6krCLsjaWr1A7x8/ynsN1rqV3yRe3zu39+JcoFqXd3RfyS0ZW0+s6lnwgs6p6zHVEylMwJH9PYaE7yVPareE6V4zSZNfe2qTFIQXjNVSVQ/awLKAwktnBl8j2BYzW8/pLOqdJV9SqhOF60VbbZsgqU6xMIBC9Nv5umWZbExVZJ4u+c3s/AssrcWPqa+7+WBmwmuprzUn/YSr27epyeNc0Z/uqRJB/+U4Op+wRxXfH7LVfb76djTSvnP6OYMdKmDOA4Df+c8t8yqtbLMROoDNrj7M/e1PZpbxPuBsvyNYItq0ChshNP/svQE+AqR7SrfcgUo6GPcGX8rfzpohcyGtvsr522K11nWkUq9WNutbqNRyi9KnMtV6X/hCVxme2aLj7GD6vfZTL/QJeT6GAt0EE7mWuP12cqhpogTFxuNudUuOHEyH57X9BBU2W4c35SxvlMdrqiRNqA/svSV7LYWcuLRwf5vS37SG9y+O9vL+P3d96ApkYY1FaxO3eTP6nEI6tbE51QWJm+in25H83ZPoHGYGIzuep+LKtFk6AoUYYTWxCoHM/fxUKByf0sEV1LqXoAx2mQim0gpg9zrnIB38l9QgKBXULly6Ov5aBznMfzXwUUktGVFCp7OtIt3WDefu1YnbmOW84bJpWq8Zd3rOSzxz/RgcPrRYL5W/t1MvnsvcVbsDh9aVtE+xdtErhbpB3zFvbxtKAS0odPqmLIqwY/xM2Vr1Oq7ic4hnVtCNMqoalx15kp+UBq77iQPkbTKrAoeQ4TpcfaCpgEGpvTr+fx3H/hgas7372wMU69OY3jNHlB6r3cXvz3tuj7nKSwwkBTk33xNpo2gKaEqTWOBn/l/t0q1GiB/ee2udoyzy/pH1mQhSLBfouFV0perw7ail6/XZt5GX80fhrv2/mpEyQin5v0WAjdJ2OOR1aQCi0LvBfyuvuKtzMS38h0+Wk3kiT4sxV/zeKow5889eEe5+9fOCSEAY7ddp8eKT2O7fK69clexTawQj+bx3JfRFGivG3sTzlaqfOz+g1+MCQZPQVVCZEtPd7zHCF9jGhohGLtMJvjLyftJLiv/h3qZh5djdIwC/57KYthFAxtAMuuYVp5fwzJwoAgpGeufu7sDxVVjfUB7s9XdKW6fdZZdOMVNdYRQucvV72fK0dL/MGOCbZn/6vtDN46qKpJhuKnUW3OUqodcqN6zbZ2/mLWul4kzu3XlnNj742RokT7FkE8aycuElrCSxNvclnI7Tknj7katxBTlCivGngvf3ZqidPfZuEUanztc6P82b47UITSJvkRtGD1Ryq2gVLtCLYlxYzXZl7OLpcbSNcGGYytJ1fdS0hPEdEGXYfNvwOE0BlNns3x/M/p9dBbLPDSoqHlWHa9a4EaT1/Msfy9fSfQtZmXszt3I5qaRBEaa+KXc8zczgXaVdzR+B61RpaGmWNZ+lKOFh/sM+kHXxIVRQlxbeo9fOHagyTODHPjl0Z41aOfnQeg+dwrBn9rvzhrAeKDE9Qvpx1eGzpB+s/hrO7fAWcQjaXpF3Awd0vb54noWqqNmQ4nQEUIlcWpi9gmzqRo1zmo7GF//jbfyepVbd997dY7sTxzNQeyt7Qdvzh9me/8aWq6a5M0t7pCezFFK4pmMde72L5pE20EoXNb7/a0bwTmvp7EHdptahed1/cc4/mxvQJQAswDrUXeUz1ov1b/e+g8rzxnxa+MDBsjjEY3M13b2VYB2x6MUFmRuYrZ+h4/Eu8x7cvxJNO5vfpaUaLoapKmVUJRDH8sqmrSj3z1Wytj4ZVE9IyPDdS1ITQ1TM0tvPA+AyQ+rVdRhxdhdR1JmdWR0UbbMTFdvKzmOmnyni23KrSBpkbdwg8ZyfeUFfpVKJ/4hkCQiK7pq40uRexzfh+1KpIVybfqKk184rQP8rqte3nnD5dzQ/bjbRsmXRvinNjr+HnpCz2dH/kspe6uosT8ClZdG6JdteLkWCy8kmti1/PNmb+n17vlV3PP4Sv1wzg/azBRrTHJDblP4xPV9XnpI6ElvGfp+3kuaSbbrnBz5QZWjs/izJQRyTAh1aHcnCAsUhj6SFc6VwgDzf0spI9RrB5iRfIylroYsAOluxCopGLryURXM1t5hkR4McXqIaa6djgS8DhbeYZ+k0bnzrFSP4xl11z5mJa+3dHcHXMO+N25G3GcBk1zhs3R6zjceJhc+Rke5zHCWpp3jL2DtemXcCB7yxy79hRChBhNnceS9KUsSV7I+aMGoQGbx26IcaSmc0HsDfOka395qbhfJYuFV/bAEbXbXLiWX5QpShhFCfPLdryDTqQkee3GE2pqGl0bOoHK2G5cyUjqLK7PnMtAYkvb58XKLkxzlrHUhQhhSGJhBI5j8TfLzuXvTy9yb/Ub7Mve3Dbpt6KDc1275VRcGTmrK116JHebPw90LwL9nQ1dG5SOisvWH9JH3esIF3vV+13UtAHet/xDPjzCm6fa59p+aZgW9iuYvuyFDW4zEdDLFgqnJV9Bm6PbkRpsNKfdyEmY/m2B4FKUjK4BPN3cVhpRVaIdqeaFRFBabAaWVUB1qxVn63uo1CcA23UQBaaVb6XvhM7+7E0UKs/47W5h9OQm2dAGAvfUXildb04QMYYxzSyR0BJC+phU1OnCSLZbubYvgJEWrnZpDqns4N61XcN2Ghj6EB7uMwigd5wampr0sdWqq3hQb07TNAvYdhVViWI7DUmp4o59OXZtbMdECJU1qWt86IOYw2HuJNzPxDcz17PW1JTb90GTqVIhDC6Pv0WOMxd72BbFddu6KvNiXn3qfmLLbN6wyuL3Fv1JWzV208xyb+lLKH0KUVrycwpBlZmmOR1QwHh21gsOUa7t53uFz9Pv3fIcuBOBN3j2HChGGr7+IMhBf17qXV3VO9X6Ef594ov03uF2V2C1/tXqCEMf4TT9CpoNFfNYnSe/CAcrGtXGDAVTljqPJE7ntcN/6VeEjSbP9qNgiqJxeeKdWDSZKD/OePpibMdkS/pN5Ms7mCzcR6M5yUxpB7Zd6hu2nA/0224WCAVFGK7EyMK6uuXgOTxc+iqGGuf05Os5lL+DifzP+czxf+No7RFwpVV6vSxSrqZJvnqAidJjZBv7WBtv8J8/XcN/H8pw0+E6V4wmiUf6A6SfS+T0N8cEbxx8A6sScxd/OHatI+XwizfLKpwA59Dzaa1Jajx9EZqaavtWU9OMJDbTNLMurmghrPvdNlV8gn868BFmi090fCPnlTPE+SxKnctYaBOSMkKQNizqpoppVeimEDgB51co/Khy35zVkXNbC/emqWli4TF0fcAthLDaovdzK2DAuqTts/C3LMhNGQvgiToXGPczMdfcJNrwuXIRlQuNZZV5MvfVntg/qdjQ4g1taW32Xtwl/spiTepq/mn1q7zW+xAPubFtKf/0xgzPp0yiYppZqvXDFCo7se2yW+VaIhFdQzp+Gi2n0dt8KASxhZKdX87RdZdnTlqL702aQ8OUKcvByCloagRNG+i5wAfbJ032b9hYRDp+Gpcm3tE21mTBSIOmVXBVDYYC7ZRmaAlwC9k0NeoC9xU3u+agqVEy0TWEjYxLReQ5qnVMM08qto6LwutJxddL3tMOtaG5nOk16nkEpb3kRqp1/GhiG2fH39hx7w6GPsho8my2DcjxpOsDJKOrOjYWCgOJrXxt03IGLtLRViVZmypwwbDNYHxDq48QKH6Ve68x0XpuklKl1uO7Z2e9nXRnXtiI49T7BnjmCiQ8B0ycfxTey3ld5gPcWPiXBS0msfBKDC3h5/UjoSVsDl/LfXkpB6WqSRRhuNEsg5H4Rv547FLOHyzyzzvCfDv7z4HdsyAeWcWi8BZ2Zb/V4z7CjCbPZLL4MKAwktjK8fzdbhj1+adY0LQBLLNAJLSYhlUMOL8WQhikY+vJlrbTb6fTn/BzLmuRGK7PvILXDa3nm1P7CBHmqeqPWR95Iev0UQrNJvvFIfaWf9aBt/mtgax4my3vPAEH6bdpaM9aKYtOkejW4vxsoRat1JZ7Vj+l0zr/Fak/5rbyf2Cas6TjG3l9+mXsLla5tfyFeaAEC0vTeTaQ2EK9mXc55vqfL5iK9P7ticRPFR4CoXRgXnttfLsJbSXlxPOJ6+mdSlPVJGOJM5ip7HRpO1rC3iszLyLbPODP7wJNasw6Dem8u/CbznTwQGIL56pXcnP+40it0YifRmpFfHrd63zPTMgq2Q6S3da3LlFyV4q0fxpxfvMcZ6kbqygRwvqgqz/e5xciTIvgWEJh1qSuYaKxnXx5R9u9hPQBGmbOx4h5RTJepapHyxXSUkSNIarNWWzbq/i0GEmeSa66j6ZLGxJsg6bGiRiDFCq7A1hpaYY+QqM5hRA6I8kzmC5tb5sf2/n0VBanL+Zo7s42B1xVol3R6kR0Le8cuZ5/m/wqxcpuhNBRlLBfGZ6MriETWslWtvLF6w5iNwVmQ+EDdy7nS1MfbyMRjoVXMhzZQMWaYbLwIHNHwofc+eDEnvVCcfDP1cLGOP9+6lt4wyP/X+92PHcn7mSZiqYm/Acr0FDUKAIFy66Riq3h8tC1xDSVr858+qQQ7j17cO8c5+xkXu/CkLRzzgwlTmezcgm35j9GOw7mJLRFGIwmz6Zqzkj6BMfk1PiL/WIJVY3yyswfsGVA5R+OfItc6Ul6OyH/7xY6hI1xRmObOZD94S+7Kb92lolvxrSrPbAvz4ejq+JX0/VQgtDUtMtE36q+625T+wQ+/yQtz39a5vXsq9w15+Ls/0IYLj+dxH0pSsynrphfYeNXdYMQbJd0MHBMn+/Pw1QJoYNjo+uSj6w75ezRh0jHdrJwX8BJbVeNaKk+eHPmQtVJJJ4tHVvnOphyzGhqinR0FTOlJ3EcSyojZL/X9vyDGwdP9aHZnEVWNod6bEYEyeg6Ko0pTHMWgcZ4+iKO5n/ec+MS0sf8VGlwgzKUOB3LMQmpyTas9qb0GzlsPkaxehCE4gcHPFyhoQ9i2w0SkWU0XVqXcu0QmppEV2OYdpVzo9fzcONGv2jCK+DJcszFm9LWrxKfaODYDTamr2dP9Q5ZqdwRqZNmEQ0tx9AT7trS34Qw2JJ6A4/lv4Lj1CTcQmhutFM+c10b4qtb3s5ZiyQrxkvuanBedAXXjDd5+cOfZDC+gZnSdmy7zrL05RzK34GuJWmahV+rzFJwnAlh8IeLP8B4VPChnf+j5/En2Yk7GYt9awB0Vse0HuyJVbNFQkuoNaYBm2ho8Rw75oXYHADPE2D09kxVk4T1wUCbTt5ELdAYTp7BdOmJNvBxZ7XgS9Pv5ceV/yQZXsrLE1ews1gKOJW/OraQnU+nzNvJMRVNS3WB5Re24D+XnfxztbkqxJ5/87BW82245gPTt5tKNLSEWnPKH9MhfQxVCXU5UZI7L03TnPaj2ZqWQVPC1BuTBCt5n4vzFHzvgxNwr+rc4H207PkbG+2byPbo5ck7f6sfBSqK2qqkk0z7dkA2yXEjO0EKlCD1S7tk41jydI7l75VkrEJxqztzPli//X7meU5uBbAQCmdFX80u5wGmio8QNkYI6wMUqvvd6kWT85O/xz2Fz7ZhJVvVxw332UrHSNNSqMKg3jzuYqDD7lwh0LVBTKsEjomqJfmjxe/mMxNf7rkGDSVO953IzjGhKFEMLe1mS1pOqxBhLkv+AU+Lh1jlbOXuwmckd5pbuGDZFZLRVRQqe3Ec2xWOB4GCg41tN/DktUAwkjyba6Iv5IsTH3H7t4TngLf6e+5+TsU2cK72Yn6c/5jb8VqbE9W95uGrNxzL308mvh7LrlOpT7XNHcnoKXx143XsK4e4b9rmyxP/m+Hk6ZytXMYdjW+jqzFy5d3yPVdT7ibhV3Xj089ahTje2hEJLcK0ajT6+D0nmSX1xCajSGiJK9kVkKsRup9Pl7pnLSxA05x+FnQEQpILO01i4aW8ZfgNbXIfJ279y+s90KoEKYf74h+CIHjLKnS80J3nf3ZExgOJrYymzmWycF/XxH1W6p0+e7nj1Phu9n/TNEvMlnfxg9J9HFKCi6HKisw1Lh9SALPoRhT628lXUViIc7wsdTEnG5emKBEGY6d0fNo+1nvrHspvfnlRTOt5dODmwx+5pKILcBoksHxhU5GuZVgU3Rqo1BJEQyMoinznlqWvZHnmagQaL0q/j6WJ8wBYn7qWdPw0THOWWuOY60y0xomqJl3+sBMft/57L4y2d+2FiXeyOH2p28oWLk2aXKjlfDf3e9QqJDB4LmPbA6mfTAs6iOCgqFHOi/8uiehaFCWOaeV9Z0cWRehuX3nFGsF3w+OPk/do2yWp2uDYWLbLq+byfjlOA8eW/GX9cWbtuGuJ487RaM5wd/5TNOwyoFCtH8O0q1hW2a1ijfPz4heQHGOt5yOdIwnfsa2KW71pYdsNVxlAlePSJ1V3XIWDOo5bOPDPB/6ubxBhuviw60z1ojMB0675/IOKEnNvyuT24r9xvPAwDja6lpQQBsd2Hbm4xFo6NhFjlIgxSFjPYGgJTkm8iNOT1/tRaUMfZpO4gK/OfJagmkvYWOQqGsi29JKkDFqtkWWXstN/LzqjYJZVlrQzAUuLxRzL38u5ybexVN1CvvxMBwGvStMq83QxRN2GobB0+KcKD3BT/mMUK7uZLT7qt7kV5f11cuAgWIijKBGE0KnWD885j558qvt5TRALrwSg3pylUNmPN2jHUhdKvTz3offWDRQ9NQH7m8NU4QE8/brPHP83bCcgpXLCprrVSXNd0WRp6mJXG7BlmjbA6em3Py+TadAUJYrj2GziHLrv0yFCmFP0S9s+Na0cTXOag7kfu7hC2e/R0BLeOnQm7xj7Y65J/7kv+7Mx9RrirhJHp2lqmtePfOiXUrG5zF6LqsZO6jltu0q2ssf9Xz9g9sKj1idbmisWXvk8a6D2sgUwkTs2Wg/tQhmtaH0u3/OFObpNc5o92e8G8G+QLT1OqboHx6kxXd2J5TRBKBziGAcKPwNgR+4G8uXdgbZbfnGDQGUgdorLLdfrnpwFPbOV6avaxvyPcv/syovNsQFxzDkzHkKEODv5Fvff2hxzT+/PPdwhC+SPe3bm+JEDyypwT/GzWFYDx2X6b23KPcFyehRTSILdFmmtdBRa6e+6jARZFTzgv0OnIkbnswtuoFoarR6jQr70NIaWRtcyFCt7/fOG9YwfnYqFFxMLLyVsjOM4NkKoPsbNsRvo2pDUW3VqKEqIdGy9xDa6DmZ7AY1M+adiG+S/RZiwMe6PrUx8s1TV8Ne3lhMqM1INwsYQQijEwotklbc+gEcWfF/5Ky4Bv4VQwsQjS7DthlttKqswM8ZKHMem2pjgYP1+6rQ7WPc3v0/DpcjxTAjFPZd0JFLx9ZyaeW0baXLQ6s0J9mVv7vmdtG7N3qeyX8VxGjxQ+i+eLH7bPUauk3K+CFFrTPMXu/6VfFMQdoe7okS5KPkH/nkUJc5Y6oIFk/s/G5u/0vo5nd3/Vyq6xtfZnXOOONmYOIHG8syVHezNErS4OLSNndlvMZTc5jpW7fam0b/i542nehYntLcrTCy82M/jPxsbT1+M5TQ7pG7mN0WJk4yumDfH38sMfYTx+JldfTOfJaOnSI67BaQJk9FTuCz0Mn5Q/ExbAUXQvFLmheIBBRqnZF5OjRL7sz/Cq4ydC2dwWub1HDO3M1t8dEHX+FWxkD7mR3sFGsnYWhpm0SXILPCrGZ6X2BtgQeoSz8f1pS2sX1pA4pZ186otxIIE1V5LWhWR3W10eqa9FSXKpuSreDz/1a53ohdxa3+bf2z0un7wXZJ6xhpCKH41vPebFlSg13VaBR1CCZ8kSMHCxnrrnjp57bz/zwezUd2Il+Jzd0lTfMC+oY9g2TWJkXZ1rg19mEZzZp5z92+zqiUx1EQA09V9v8noKZyiX8oRsYPJ0pOSV82LLGIF+EEFhj7M6wZ/j29kv0ytOYOcY00UJezzk3oQl6niIyhKmGRkBfnKbmy74p4rLwsB8ne74867NwVdy0jMnF0mEV1DxlhJWCTZW7zVJa8OqBu4RRqGNkBIT7lzWM7fVEWMQWL6MJOlJ3sSK7ccUIVuvKFMm0uexh8/q76fn1Q+mFYEL3iSiq3jHPVqqjS5I/9/SUZPIRNaycHcrYF3V5CKrQ8UgswHJZhv/no+MOH9rtkagwKNkDFCKrKcycJDfdt/Upw4RYnyhuH38c3cFwCo1Y+zJf0mtpe+50/WHtHh3A9v4QDVE6tqE+4L36II0bQBlicuYk/2uz2PP7kLtcTxLAT43NUSEeZlmT/hoD3Ng7l/n/f4Zekr+camDbzjiVmeyH352TS2f1t+QdU4J2K9ikXmtoW9kAKNT2/6CwTwJ7v+6zniKJ9/G0meQ90qtE1cvwq20OKhhb3PC30vO3GIgq3pt/BE8b97YNTkln5V5hqOlh+i1jgaGOfeRDs/pvFEVWvmepc88Hg3U36nc9TCacXCS6k1sx0bt+c6j3Vi1Ba6EHZf1yNslVGsFv4xWKUbxLgFq401LYNtN1CE1gX672/zER9Lh2CxsZVnCjf32UAIVmVe4qv9dI/R7oKOeGRpHxLbznkniGtrf0fS8Y2Ua8dpmlna10Pp2BhamqZL2BvSB7gkcj07xBMcyP4IWbAmcbBe9FDXYtSbecJGhlojKxkfhMa7Fr+Hz09/taO9C8HwtqhQwsYiRqIb25w5IQwWpc51o9C9iG2jjCfPY7L8RA/arnblIEnu23JOvbHiVbcuTl/GscIDbuTUJRlHIxFd3bahfS5r18la9xQlHsAftrD/7dY+ThLRtWSMlRzM3dKTcxNOUjrVtit8efIj1Js5UuEVOJjsKN/k41EAQlrG74gVmasC+qRB68U+bRA2xukMX55YtYnj67x6Zpqz1J2Sq4XYnXI8MRN9cXaaNsBo6mysoPi2+5u5sTDSFMWgZls8Xb91QS2p2lk+9UycneUfLeDoubENnfar5sABXJp4B2clOjmH+pvEscyPK3Iwue24w7pEhWpjat7jf9k2WbjvV86B8xbKhdhCHLgWhq173CpKXGLhhEd43D45Pl74mpuKa015yzNXM5I8E7DZm73Rp9hp0YD0m2iDFhxLC59Ou9+ldq1oyaHnzQ+eLNhoV3tqjQkcp0Gpuh/TzPvfC2EQj6xacHt6WweliBLl8tT7ehznCb47btVmqiP9rLrP1yOFb82vQdoJGYUTLsVF0j8C5CbNtHLuMbi/6Y87BsfFr/V+14VQCWtpSs5MmwMnxdFlGjMeWcX/t3wzi1LnYugjboQ0HDhncJ1wcJya7xB5PHmehfThjrZaPr9eG70HGqXaUVkM0bEeCqHj2A3qzWlZkGA3qNWPc2v5i8zW96Brg64DV3YJtWMIoaAqkqqrVD2AaeZkKlso/MvRf6FY2e1DACQNTGJeuNCKzFVoagJwqDWOcSjXvjZtTL2GqdJTdK6jQ4nTuSb9flLRNVyon+tGUVv3LaPQemBM6Ghq0ifzD+q6es/sSO42N51tyaIll0+tWJWb7iXpy8nENyOU8AnCsFr23Nc9D+NZDjikAk3r5HcEVY25ZMnSGs0iCTHscvn1tpOGifOAkF4JdL15nP35n/rfB6NQB3I/oVjZ3XWO3udtupNr+4CIhJYQDfXGZPU5U9cnk+UnOCv8Cp6rOkEiuoY1zrY+l7WpNme7CjIEqs8ePpepSpibcx/tmTrulZt3HIvJWn1OYuIWo/ZCKwLnt5ON81roVR9s3sT9+fkjlJ7JXXyv3U+3M3tD9t/4m+3OcyB1Xaj1Fj0PWuei0G7PFz7juZpFqdbOPSgLmZ5Ne53AZNo5bgUDsXW8behs0j2cxnWZV0jcUAcOa9BZgu1LhOmBb1w81nzqBX5bepsQBi8f+GAPUtpgyzV6R4edrp1376KuIHeaRSK6llMz16MoYfSTjQ11GtxZ+c852oCreZ3vWPg8oL8a6Odem1hLRuqcJqZV8r+3TA/grnJa5rWuo6W6BQNzLbCtKs8gBtMj7J3MPxCg0ZDf2HbD5SeLENWHGI/UWeNsw7RKrrPQ9I+dy2y7FGibiu2YJGNr8Qo3BL0qawXClemSGLuo76h6bfaVkTwKF6EQ1jNU6hNSgcGVptLUKPVmHtOqUGtkXTH5JkIx0NU4qjBw3CifN78pqsRSS9UNtQPTLN8Jgcbhwj0u7Qu0v5fSUk6GiDHYtT7PFB/n1sp/kq/sZl8jmMIVGPoQoqOKFcckbGSIh8eJGKM95j9vDMlnYVkVqXsewNOVzAlOV6/gyuQfoKktZ/W5zpknVgTlvR8BKUJMTDPbcZxAV+MuSbRUa4mFx/jYKYv4m9Xv7Xv257WwoXfY2wuPzn1pgcapmev96q5Oq9aPUa0f6f6dMPzCifms0Zzh0eYPcZw6IX2sTX7mRKzRLHJH/uM9vzOtXE+ckoPlTk5zDwSlK6Xdcji83W3wu3JjkgPKwTnPmeuxS2o//1wWdHgCLObPQ5ROVvnOHa0sVJ45Cde23MUl+CxUmuY0d5R7qY2cTJML+Hz30E83D3jOm5Dn0+QYb42pbPFJTiZUIRXbQDyyipni4/zPXR8mW9pONLSclw98kKHE6QAUbM/5kXOOtxg8kvuCK3GkdkBHFrK5aX9PpGRTezTRcRrca9/tg/k9a0nxBYH2vezE+6lU2ceh+oPYdq2vQPqJWes+LavYZ3PYqlQ2rSKR0GK8aJY0x988tfpIOqmy2jLuL7oy1Wq7xymBzwAszjBWclb01bLAQOg9NrLtc1Pr3zaejJPjEi+HQ2N4fSwdJh3TKspqTrvGZOFBXvXkT7gz/6kA150356ltDkS//mg9Z5uN2uWEjVGZIuzhtOMWSwSLGWLhxbQXb1g4TpNoWKrtaGqSC43rsK0KmhLFsmW/NcwCjeYUll1DVvRqCBHC0NKYdg3bMf31R6ASCS3h79e+l5SvkGD1SOc7nJJ5OZfF38Zcc+L9la9x21lXcm3i9R13aFJrHMVxbCqiFIj4OdTdtrZ6UAOhUK1PMVt8gmpjQj63QCRU0Eq1eqogLWUQeUSutIP7Gt9lcSREvSkdR6EYiHnXubmtVN3Ls3k/gxszOW8HmDlcZ99xbNLx03hR8t38z6XXctqiKcJq/2v9wqtTt6TfgKom3VCi2ldOwsFk1j6ELjolXTzzFr7ul0hRFhoVslwHy8F2TEJ6istT71tQmjNocod8Yg9UU1MMJbeRiK6Z87ha42jbAu+VHfcyIVSq9SM8nf1Gn7PJyaWXwxA2xrk49ccLaHlwgfOqxJ6fNKsntzPXESfLIXCcZs8Xuxfo90RMppfScxzRDxvaTo+AY+LpCXbaryqRpa4NETJGEIF3NBidOBkVZPVmng3GFYGFzsKy6/zlphJ/u1xS49SsHDge1UHLYW45UNYCcVZBW5hs19HcHV3f2XalZ3RXVZN9+mSuBaeDRgMT06rSqWfZ3+ZbzIJajv3etWDKT6VpVeiV0vaPCYxhVQm3p5mE3krHOqY7F3vLlMpj9UMu/QcudUZrIyvQMPRhv90tShb5fB3XmVyVeQmGPsRZ4Zbu64WJdzCeusC9X9sfG7O+jqnXTy3HstXH7X0ofBoOKWMlEJjmLHfnP+k6MY2OvlRdJ9JwryvZE4QwXGehu7+rjQlsu4KhJRgNGziuIyT1ius4ds11cmo0mpNSssxpSq44YWCaORQ1Cig4WNi2yc68Ta78dFu7vL4EOZddGj2Fnxb/teueg2bbDW48muExq3e2zXFqPJH7chvWzdAHCelpty/i7nENV8fUctPoCqoSxsN7eu+xpqbcZ925HsgxWKru4b9mPu9vGmy7Cv6mbX6qJM8UJepGgb1zPxsLQAmcGh6tjqomZWDHrjEQWcM56tXc1fw+f73/G7zjtlE+sOtTfc/4C1dsCBvjDEU3cDh3O+9e+iG+MP2VrlSh3L0oKEJDVcI0rUKAQFFlOHm6X936bGV7epkQBoPxjUwXHwEcCVa2gmHxEzjXCUennnsxxXj6YiIi06dYI9im7muF9DHeMfYOPnXo70+g3b++Sg7zEZ96TPHdKgAnah5QGBbeV27kQOgEBeUhCPjub6Op87qkcH4ZJoTB4tRFHCs+8Ly1RVWTXJX4fW7Of6ytX5alr2SL2MZdzZsRQqFSn/Qxb61nPx/4faEmiIQW0zRLfStse1e5dhdOnJyodu8qy1Lt0Ekn+/WvGChM8P4d0geo1g+3Hdeq5uxznraqyP6yY+3z/lyVfvI8XmRHRqS0viTM7XOk1wbhSjRW/WrZ9kK9zufWXvAQNhYBMBLdyFT1qa4+AQLE9lKmzhsvHsGxLHTxIrpSvSIoXSejlzKK6TmQjp9hgOXpK5ioPI5p1dDVmA9v8iogJfl1L67LdrWGcGisZ/u7+rFjngqOD498X1WjWGYBB9NXVLHtKpqWcVON7aT0QfJhSeabb+vn+dZPIcKsSV+DRZOkM8xjuS8t+F0TaGQSG8mWnj4J/kZr3RQiTMQYxcGiWj/CVak/ZZYiOxo/oVTdQyy80i1MyVGp7e95tl94JK7WOMrhnMTKfb/0AKnQsq5jwvowY8nTsewa9abccXhl3NHQEvLVFr5u/g5deNjUcRpMFx/GGwyR0DC63l94ds5znYAjtCpzLUvSL3jW6VzPZiu72Zvrz8/jTU5yt9q++6g3j/PJQx8+wQXkF+/AnQw8A/RL9bdMLsaWnPiVZyfSLs2LSJxIX7nRTqc1IXuWjq2fN1K8hjMIaRk8LqpfljlOk+nKDmw/TeLdS0eU8QRM0wbaolWWVXB1NtsdsYO5H3Nz8d8pVg9SqU/6qRTA1e6UQuC9K75abevk3+vFx6epKTaHr+Ws+Ou7vvNM4plaUcheC6RXlXpi47tXP3oVoq1rDYfW4zg2o6nz5hTTfrbmBKpGvX9X68dovxfBaHzL3OfxQe1qxzhvbYaioeW+8gDgEt8qPd6LVjRQRvUt3jn+p1yd+H2ZivXhGsL/4/hOYghFCbEsfaX8vS2juMKNhltWuS0T1D5vtkeDmlaJhlkg3zxErRFMR7feA8sq+NFZr/oSoWBoAzg4AY46r8DHiyirLv+eLJRQ1YT8XMgiBUUJ4zhNXhw7g2R4KaZVotqYQAiDrem3glD6OHBesQp+Gx3MBTlwQNf7mIyuZsSFNyRCixEulk8oYYQw5IZZaIAnH9ZZQW5j2yVSsQ2syLzIxeQtPOihqWkcp86u7LeYrD2FhiqzBP9/9t47XpKruhZe51Ts3H3zzNzJQSPNjMIoC0UkARICAQIDAptgwGDAGJwwfn5+33sOGAfANn62iTY5J1sIgYQACaEcRzMaTdakOzd0TtVVdb4/zqnUXdW3+96+MyP81u8Ho9tdXXWq6oR99l577R7mR2djMVd+bFEGnONt9SAhl9yMujElnivDj8r/ggeL/+Y6tlbEzkehshMtM1p94RSI/fIwy+bcLTiYvx1HCj/p+L7WPIijhZ952knykDvp1poHYVqVPiaihRsa5dqzXRME2uFwcPoBpRpG7UkcLd3XoZ3luW67gxAVG3Ovwub4SzAv15BouDD+a7h19ENCdNKP3p/VqUlkgJhkT1635QvSYjW3FmawBLkwHPnKE/N6jn5R/BfYrBUIYwJ8InPI0oMwhOcHw3D8DLwo/TvC8PKH5pz/7u/ZeCR331UiJlbTnINplWHaDR6O9rXLJYh3LAR8gfT6tx34Nqwv2MzAo7Vv4v7yv/d0D5wL5PRhv6HB3OLwvbyfuLYa75r8kJtR6a/s4PEkOXl9X/6/ePZk4ygsa9Bl6cLhryzgzN9h870TOiREFxtZ5koxaMqEGyobSm0DITpqzcMBbx5/J3abQd6+UeDv9VPH/y/us+4ADyPycO3q3Ishyzkk9DXi3RCAmRhNnYNPbz6b17cVGm/+hAVCVMS0FR0EfkrjgfnRthugVEWptt8du/w+qcsLU5UxwbNToMhZzg9jtqgdCkhSHIy1cFbutRhNnw+AIJc8G7+57I99Y8t2jUxdHUFcGxcecIZPn/g0TpQeBmMtSBIvDWYQbjSGbdwJUdys0PYxsBBUGkdQEKFhp4pQw5jl747ZoFTzVcFoh5eoUGtOo2pNg1JNCM9zTmUkxUi8B7/RV6kfwKPlr8K0aoHNQBQYTJEZvnAeHS/5lkRMXYa4NgkAUJVhrJEuECFiDn+Bg7i2Gr82dFbkvTk4JUYcIRQHa78I+wadkxfrcL97nrloTGQuj+QiDcIAScbW48LMbwU+K9TC+AvdYdt1PFD8ZIdnaFX2RVidvFz81T1ur8hZ/PuWVZjG/nl3Cow1sBeP4aZJBkuoivcPp/bhUqD7vUpSIiQJgWOpKkSEZUX1h8E/q27vjcH01Qbl3CBK48jG14ESNSQhJvwKg8BU5XE8SR4QAql+w8n57yCvaL7+yOU3+gl/8nJHnQtV1DvxeJ6dGYQRv7BrMFonejb2w0or+dvHYGJd7iZMZC53P+OLQDbwm1rzEL5d/gly8fXgnlt+jteO/AHOy7zRPZv//LXmwQGEj4OIemfM9ko3dffwM7dNpihf5Rh0zdZxV6OtUN0jiOth7y6cD+XAqeLSMmeQr+yCRHXEtEmepVp7CmA2svoal6/GwFCsH8R7nzkUeK9emS9uWCyPnw9ZCnpzZCnZeb/MDszN25KvAKUxcW8qL9IOXlnBaJ3g3jUwJGNrANiwhDxOjMXx5uEXQ5JSuFK5ERcMA4qUREJfA8ZsN+ORMRsNw8t+bBjHhJFrQ1e47p5TJaETRHDpnPrEnbqK/cKySq4GowMe7ZCQjItERCLDqT7BW8GPDZSptGuYKT8O264Lnl9DZA133gchqvBsA53l3fj1e+U8r05eHmFgRoMQ1b0HQlS0WnOoG8fQaE0DIBhLbEORTIuwMOD3CGeTW/GG4d/A1+aeBmMNTKTOj77OqeDENVtzIcYGdxP3UgjbEY7sfhzhrmVmdkzE86mm91IomkDGqtx1OFL6ZZ9K870IGhNcmfkdAMDPih+f94yaMoHt8Vtwf/mzPXJeJGjK6ALq0J56OIr2LXMWi+UQLpyHuNRVG6LO3891Cd6x/H+gatr4fuUbKNV2gxANI6ltmC49wne+XfrKeOZSTBUfwCAMUM6PaSGX3IZCdfc8Gw2nb05HXpsToUeWsP/6Cd3h4rX9YCE8Nx4yVCOEY7tBwnjmItRaM+5vo66/sCoZHP7KJr22iyvw1xH2Xts5ZQSSy2Hj/bR3Ifheocgj2Ji6HjsL33b7ZHg1gaCKfpAzZ4MQLbAehfG0vTXLx9EDXE6bI4TsfOYYLg5Hzs+TdSo5SFJKSFKUsDJzOQ7mf4hscourSWpadZenKUtZvCj1DvzCvA2Fyk4k9FUiOSLMKHbuN4oz6nmrw/pVL+uncwylcST1lSjVdsPP8/M/a4dHKUlpSFTvGh1zfiNJac59FMax9110ws3SgtsjzgaUEIrl6UtRNafFnMj7jywPYSRxFiSioNg8hEp9LwhkrM3dgL1z3w4980n3xBlmIeA+9ODozYQrPPuhKUMdLsZM4kysz90MRzQQYLDtRmhnai/TAxBkEl6WaC+GEIOJQ/kf+6zoXtGLfAHDz4ufwC8qvYVnDHMOvyx9ukc9M64PFz0BLy71emkhiRqveffvUxPWXcxC0ouHa+HD0snIU+RhjOgEN61gUKUEuLejgenSgyBEwnByS4APEtdWuwLclMYxVfwlBjXZOd6NllVFQnfkJ8KhyDlcGX8Drs28z+WIhr1jc4kI+hwOh5GB0qTLIV2op7dXA85//lrzYE8GHA9D+nk2FqaK96Hi4w1zOYrOZ75QAw7gz7+TjhEFCZKUQEwdncebwZ+xIg9DU8fAmD9r2PKKvs+DXucE0yrhueZDAQkYb8En2Jh7lfiUj8c1uRsxkj4PlCYF/ywBrvcZRy65Da6ECWsgGFEgyCY2QVPGXYFfQlVIsj8T2fGYchkNXrjeTzng/ZExS3iJJVhWGQ3jKGy7goP52wEwbJGuxoS2Da9Ovxavzr4JipwEQGDZNfyo8hkUK7sA2Kg2DoESFeHCvtyAu3X0Q7g59wEhtu+HxzMMQ6/ea4B7DGUp5nF/fY4jT9yXG82vG34vliV7oywxZgLMhqqMwHkPtIfQ6SCRim/0iUczWFYZhFDkkpyferzyKMqNw20Z1hQTZBOmKo+7vDgGEzPN3ZHXOelGXEwd78PwcdK0g53CS9PmwrWEqBhWNyDFhjmvxNEcYgaSsfUYTV/omyCD4TrHcJyvFqp/wXPIsM5vl4JjxKUCCj0dO5I6B5oyhMHsUk/nbFO/sCnfUbHIe+7FGJ3/eQ2lznXJzScP7eV5HIQXYnc2LrI8hPMzb8K27K0wzQI+fODv8e49t4lsa99ZmIHp0oMd3oJLlJdDVcZEhqGG1bmXLDrZph2Nlj/rrJ28zsNdP619Hnvo07gl91v4sw3/E/+y7YPiHXieikFlu/KstyhyswTbroudP+vRy90bNud+rSNJYiHn5zIbjqfEJzXi857wknHhfWehsOYt8ebvtxYsq4RqY3/EPQZlj3Q1Jz4l7iYb4HwhTxw5Gu3GBaVxJGPrfffv6GwawlDunAcUZQgXyo6Rysdji9VxmXStkEWpw7ZqImu0gVelXg5FGfLdH4WrS0gUNFpzSMdWQhWGm20327iJkmg3BUSxex7+bE+K4oadLGcFf24k8F7vLf4Tns1/F5+f+Wd8eeYTIqGHh6u5ZhwT3Du+IY4KrVOawHhcwg/KnxPniE726US3tbCdLmNjmbwFXIjbAvEJcjs0EIfXd1/rCVFaLBrOu7ftGmxmuPJfBDLkAfH7whAmDVRvTotKUVTMMRSM2SjXD2MsfR5MMx8I5xLIuCjxOlhoBbi/ijyCujHbcX4HJ92IcyYUBx55MgzzGxQpeQKKnMW+/PfxWOEzaNd8qtT3Yab8uE/J3c+d6N3rdFH6LaJEl+dZcHBJ+jfxm8v+pCd9uV4mofZfRH4jrjdb2Ymsr8ROTJvEWbnXR1w72nA5lZmMC4c/5BH2+cJBIGOZvAUb2daQ8y8U/Rra0dwp7zMLw8kzQUBx0H4Me+o/EdyxCubKj/V0zVrzIH5U/Hs3VKHIaVwibQ8IcC4W1cYRwe1xYHUsIgQyjNYsZurP4A/OKuFP3rAXF48U0LCLSMXXYeHvIXzMRdUj5BqWGSy8H0WPcUJUKEwLLFgLh4WYNgldXR7qVeFenewArtMfSCS3NexzL8nDtpuo1Pa7+pjhZbqsebyiQSV/266hUt/n40d552tPQnBgtGbx5em/Fmfj3x8p3I3v5j8sIgEMhKpgzASzDfz79D+LUllORrhnfBHB9Zqt7ESz5SSvWbgk/Xak42eAsQbPliUq73OEwnIry3iakdx4Ejp1jGtovm74t7Au99K21nMeqGVVXCkdSUrDtqs8w5Xq8/IibbuCjx38S8hSDGdmXwnP+CGIa+MRa4Xz3KPnG00Zh1+cnBAVrx1ZD00ZAd80+YWxaUD8eH/hh13P3XkP3lzDYAqKxtLQYCy3goUDAlmKg0CCqgwjl9yMhL4Kw8mzkNSXYxk5M3BsOn4GdG0C91e+gKeKXw2eidCuc8VJNeJS8Y3QlInAZ5nYap5OvUAcKtwRWkTXq83KdyF8MZOgKRPuTsIRHO4FD5Y/j0YzPAT5y9In8Z+1O90FgRAdY+mLxX8Hwx3dFdrDEN3pXph+j/CU2EjTCXeybrbmsLvcuWMJd3+HTPynKPO0G7rXSQS8rjw4jyiDiSOtx/GI9WPMP/j7q0M7GDiq8AlUjRMwrRJqxoyQdlgIvHs0rQq+PvexSLI+33n2d79cCiFoFFKaDIRrnPFRax7D/koCn/vWWrzusROYLj+KmLxQbzOnEPDrtc81PPkjrq32LeicC7Q4oeewMe55gJ4sfCFA4u6GYL3OThhmCYYZ7lWhVIWuDvPrdtBI2pNJBkelcEJ+nWPW81B517Z9cyQPF3Luqx6ZmRdGHXHuaTxzie9aXovavYCj6QuRTWxyJYTW525GOn4GAILVuesD4c5Oo0XiBobQ/jPNImy7hmzyzI6MR1lKwrINyFI88I52tH6MujEr7t2GROMB7xxPouBF7zVlFJPpy4RxLOG85GshSWnkNAlzrf1umzyBYwnZ5FlIx8/AWPoixNRROGuhbVcD9xEFBhO15jEcbnqyWwDFmH4WkrGVHccTomBr5rWR5xtKnYuz4zcH5gDbruMjh7+IhnEM3BPn1Ud2arzyc/cnwB+OpYgyOeXJ/Hp1PHzaMI4CREbLLCBf2QVKZRTqB5CvPInHi18Cj+KpSOhrsFK7ADen3wRNyblyRE7mrW0bgTqz7TgpRpwsD4EQTtJt52JNlx4RJPXBQZISuFC5qeNzVRnGlfE3uJ2YT9K9vdhgLbwgGDMwVbwPLq+BNTBdelj8dytkt9+5G12I4XRX6Z/cZ3d94kx3su4le9eDd//O4FqqCgz9ITi58Lp/3WpQCpkCMYENCoXKThBCMZ65dJ4KA/3Voe3nfYctIACQTW4B70c2F8aWkqg2DiE6HNs7eFWB6PDexvRLsDx7RQ9n8kKmXEbBK6WWSZyJuDaOuBaU0uF1Ipt4x+7b8VtP/S2eyX+LZxGW7l/Q/chyzv1v5hCLfc+fsRbqzSNC1Z9TJBhrQJaHepb56Q3tRoW3YOeSZ3fxLnU39rjGWE3Uc/SX8eF6ZmF1l/2bSW+824vYwLXX2oTwpLXPr8HwIAMTiQHc67Qp92o4wrBcNsTvmSFCTsLx9gTnUOeeuJRGZwZwO6ZLj2Cu/Jj7HlrMMQwZ1ttnIqkv54ZSaiuWZy4N9KPOZ8fbf7Z0LSaS5wWuY7Sm0TJnhVfba3Op9ozIsLSgq2M83MlacCpBOBJDPPt5Bg27yHXVQLDT+DFsu4Ev5f8ThlmGIo8gpi3DcHKryGgFyvVDeFny1VBoHNXGESHJ4S851W0T5pT+arSVjbSxL//9UL4mYy3sa9zj/p3Q1waMr7nyk9hp/Ljtupbon0wkeHhltGy75oaUJSmJ0dR5CHolTy0caRP/hkKSUsglt/n+jgsvow3bNiGJvuv0a0p1yJKO89W12Nk6jFrjOd8VbCxLXwhKVXTry0uenUqIikxiE4rV3e4LimmTPYsGepDgqGUvoBXoljm0VCCQkU5snIc70j9G0xditrLTnXwIZGzMvQK789/o+rtc8myMKBvwbP5bXY9bqlqoiwVXXZf7fH+Ly2qLa6vxivQbsSwu4fP5H2K6/PhJ6z8eOIflqvRv46elf0ZcW4G4OoLp0kNw7kuS0ie1QsNQ6lyskLbhycLnAfAxbdtmYJOmKmO+HaSFc7Jvws7qD1zPuSwPIaYOY1TbDBka9hRvX7Qmn6PszpgBSvW2ZxJU8OdZgEmxqaMipEUDNSN5RmW/beILoPfb+Sub8HaEZ272ikziTBSru33ncDxtBCC0J2mRxY39XrN4/dUQxCeivNZw8izMVp7q0lYJlPIaoIZZWCRPsbPSQzD71P9d2DuMeq9hnxPIcg7nJm9BEw08WfhS4Jje3z/P3NW1CZiWs+m2IVMdDWMKkpRAKrbKXW+zya1otgpoWTUktHGUatxrx+cwZ25sr45BsD37m3ik8Gn0tTElKkZS57jzEl9rW/DPvyuy12C6uiM0w5RnrAazZYMZpVzsWFGG+tJvXQoQyJDlLEyzEBgvqfhGDGsbcbBwFxhrgNIkEvoyVOoHIUtp1+lCaQLMbkCWs5CoimZrDtnEJhRre9xQuXOdFdmrUGgeQDmkBjtwEow4SpMi/fl297N1uZdhf/4HPU8WsjyEM1I3YEf+iwtqw8k03MKunYytRLm2B4uJx3vlaBguzrwLTzVvF/xCwOnc86VPty+8v8oIytA4kxUQ9Q542RtbLOjOb8TEQRRoyhBUOQVVSoiqHoFfYxCuej6RBw0GQlSMps7DidJDiGuTaLS4QGbYsYNC50IevigFJ//gokdpEu+Z/AC2ZGz82aG7cbx4D2R5qCNj/AWZ92CNlsE1EwQfP3QQTxY+3zZxc/QnhxFmTDhyCbyMGa+OoC/RM+TPghuFvWnNDeaqsiDaO5IcFmQpi2x8nVtKsEPKI6S0W9TZo46RpSw3HGr7Qp9nNwOFew8R8BY6kjRexh6f+7jHzjE+EHq+cHT2X0rjGE2dI7KwO0t8cYOCCy/3a9R6czUQMBCJjoS+Asv0c7Cn8J8BQzWTOBOXKy/DPa3voxioX9ppYDoluSQ5DcssIaatgCzpMMwyNCWDZeo2zFr7RSY6N6R4EkQaNuOh3+7PjiAZWxfqwZ0fzlpkQpFHkI2vRbF+0Gd09SvXE1VS7XQA6egfsjyEseRWHCv+Urzfbu3ncyjXCzSR0FegZVY75JWcknFR88iSh1O99GcP+/LfD3Gzd8Jx7du2gWdK/9X2bT/ltDwDbqkEYaNACMX7lr0eMW1FX7+T5aFAVq1fP+/+4v91DTgCGen4BlyUeTtyyS0RbeAu7bnyY6epATd4Ppk/bZvSGHLJbRhJnRd5/NXJt2FN5hrfJ14mLGMNNIyjMMwy8rWwos4OgdkTd/QgIR0/Y96kkaHUufjNifd39M9UbC2S0hgAG7XmQVEkOrxyQC/opf/3JozbvmHwCOiSlEYmvg7n5SzMNClOlB8DwOkLfDH33vW9xX/CF0/8Bd7+5N/i2dqdvusHr+lktHfLBPeefdiE6QjKeuK3vC1hpckkwS+VFliiirnXCxK1lxaEqkjFnOoB/PlZVgUj8gbcOvohKPJI27tlALOxMfdK15iKRvQiymDjLOlKZOJOclXw/fC+Gj7fVxtHUKkfgCMXlEmc2ZY4RsBlJxgS+gpBzZlv00R8/7Yf64QJTWSoMycHz8VFnvkGMMqAC47zNuqHO1cHnxljTVTrB/Fs/lsiZOo9p3L9IO6qfwml6rO+37b9Xhhww8mtUJQhWGYJkpwGIRS6nEVKX4FSbT925b8mvGF8HswkNiGhr4BtGyKc12YgtN8b0bBBuyr0vjVlAtnk1tDvxjOXYjS93U0gUaQE6q05tFp+as98wsEkwJvnsjJO6JyEtvfUgYHBgiwP+eSQKI6XHvIZ6J3v0QGlMSRja0TiggxCqJBO4n3DPy85IfbQ8wzmZvpHMhbMNOOZOcEJ00sXDissvTDPRzaxKWJB7d0o5C+sN6PDtpv4lxP/2TfZnDETF9JrkHYnxvCOwGCiXNsLGRIK1TAtGYJ0fH3P7T016I9P1h+4TESh8jRmy0+EHkGICp3IMFi7OrkHSpN4y9hvYiTCUAYkl5AahIWcthYxdbxrKwvVPbitdg9oG++vVNuNffnvu+3qn4YQBGNLHya3rCqqzeP4wN7v4092/4XP4HTqMXY+Y8dQjobHN+02FjwQn0aT79OAoW1xr4G7yfPCjzFtFJzHshgPPucrBv8OQ/88ztD50jZQrO4SIWVHBomhxgr403NncW7ilo7zMFg4YexErTnV1/X9UKQkflH8FxQqTyOurRYlinqDV4HBAqG6G+7zt9B5P5X6Xl59IyTUmkueLcpfEVyf+YDgr3b2kzW5F/Pnxmw8W/ge2pdAXV2OP1n/IWzL3hraXifxhQU4eV7mptNmjmBiB/faON5FEkja4LVmD7eFcsUVRcJaJnEmXjX0e5BpHDYzIUlJyFQHIRQNs4CWXYcikjEojUGRR7gXlJmoG7x8l2EWIMtD7jkZWCeXkTXweOE/Qu+/2ZpGsboHYX2ZQIIhMmIJUWGYRaS1FWBgEVJFYVxP5lIyuDe06n7uGNUn2xHTHYxLhVglJPS1aJmzPXvebbsGwywjFVsFZjdQrj3ro384/Z5vYrrpK54yI84hMwIi7pu5Au9e/p4lv250Edsuli6No9Nb1KvRYYnwW++eR4CTlW8rfGR+/TrhYr+3+E9t98UXBUlKYZt8PU7hqz6p0JQJ14vCwReIsDqkDhgz8IPSP+FI4addzpvFHdUnMFuJ4jeGk89zybMBAIYZro3I6xwuh21XcKz0YEhCyoCNW9a+4CwFLBitE8hXnkCQ9xNb5Hl51jknNXdvPyEKLoq/DnFtVdvnTqiL7+olOe3LtPUI5eXaPvDkg6gJ2ZdAEJk5F70LB/zj3Ua35IVM4kxX3sh/TV3JBT7jnhpuGFCqCwK7jZVsE2566Bgeq34ztI3F6q5FhZUbxlEutwETteahPis5MNcw4uWTejea+XvzEiqaQvrjp7XP+0qzBefd2SYn5G/Nvh6MWdiSex3W5V4Gx2t3VexW3LCsjBXwqyh4cz+DieXZK/DuyQ9hde7F7j344WX+2oE5h2fs+pLaespOZjCtAgjRUW0cww9rX8N05QmMJ88Bgw1KFNSaU2i08qg1T7j37WQ+68owqo1jUOU0ZCkOSYrzjQmhIvtR68j05R5bh0OuthlNPDJxVu51HSLAx4v3uvxvxlqw7AaOl/ja59UFJz6R6LbnJjYenmeLZzI7GpgOThY9oVdQGgMhKlbEzoeuLgt8181zKMtDyMbW4nrt5V0idY4xF71+LyknjhObeyMgEqJCovFFqYi3g9IktqVvweMFXvmgO2m3OwH+rNzrUUW+IzS8VNDV5V09E7KUhWVVoKljkKgmSqjwzk0g41XDf4Af1r62QF7D8w9OGRdO8K9i0CV6AILl2StgMxtTpYfaFptonscF2bcjT07gucp9kWOhlzI1g0cv3JTBcP26t6GTj+S/PiFSwPMS0ybRbBV6MDoIZCkDy+rMKnfmpYD0zyLqiQbnld4TadoTdaJ4f7wKgNl3GwnRAWbCSWpQlTGYVs3H++TtHUmdE8LzPHlwkhrmL6Xoh8O9siDLObH56dang7zYVHwjyrVnXQkoPxdWV8eF5EWnceZ4guLaMsSVEZEx7X2nKRNYkbwQk/Y6/Lz4iUDf40aTCpnGA4Zut/HP+YF8I8orRaiYSJ6H2fozkKUYGLNxrf4azNgVPGXeiZZZQ715BFSKQ6ZxvCT5Zvxn6Z+xPv0ibJfPwFdn/g6ECP01IvsEhT28IPMePFj7GozWCeSSZ0OT0jhedLJORckt951582A2uRW15gkxz/Hyb17pPj4eTavgltFqf66SlMbq9FU4Wn0YNjN98+VikhqXHjxR8xhG09txpXIdvjX7Nz3NBwl9Ldbpl+NlQ2vxV/s/Mu/9RUVRlsw9I8tDeP/kO9Hrjp8xI8KAm2fH7RYk7oRtV7Gj8n3vGrCwLfvrCA9ddA/pPZ3/Gg7lf9y1LQtBTJsMKV9DIHW4T4OyJFtSNyOmrUDDOIpq4xDOTd/qSmAwWLjPuheV+r6Bt/dUYD7PS0Jf606CllXigpYDlBnhYDhauBcvS1yDq9LvdNP158NDhU9hf/FOtMzozNFTs7PsZbEcvAEX3NWHJeJ4721z7hZszL488K1tmx2eg3Y4C4xpFUCo2kGfcBYHxgz3f86127lhkpSeV2bEv1BTqvGdeQ/cHQYzIKEhR5QF4lILngHXKy+IF1H3jD+jdUIYv/53b51SAw5w3kNwAXN04rx5j7TN9RYcOZje5JSCPDVHIoPzFitwNO0ICFQ5BYAFtCn9Y52LB+/FidID3j2IPtBsHce+/G0YkmLQNb83jwDMhG3V0Gx5oWtZyorwo3Ot4DynyFnhveNha9tu4ET1SSTUMZhWHbXmFH5c/yruK38GLbMGRY6DUBUJbRkkquHn5u2w7Qb2l+/GT4y7kEtuhqYMQdcmuEEppdrGB0GFlF0eW77yJI4X72t7juHvrFDxsk5zyS24Rn2hT/eNwdF8a39fzrOzrBL25f8TDWMKBNQ37oKVHE43alDDOAE+jh7Hw/bjoryXEwlLBMSNA79rzeIseSXunJ1elIG6ZEacaebx98/9M5aO68TRLUzWOcAZDhoLLeptdblOPwgaFxti12BS3d72OfNlnnqf8XAUP+7xwn+g1nTqI1p4pPBZn2o0w9HCz9Dvs/fqzp5e4It28F64e50/i7oR5PMkY6shSVE6Qv1MAEHO5utGP4jXra7jjzcr+OgZ78L/2vBBMQGGP2cCGcnYutAJ778HeBjKb7jNZ7C+IPMulz+zu3gb9pfvFhpq/H36PRi8yHXQkPY0xvgYH02dE6iL3A0EBNQXfSBEhWWVukQTOhNyuL5e78kMxE2sIGga80ct0vEzkE5s7Pjce8bRmxcugD64zc2g5wqezcsNCsuqAMwUmzFeKgpExnWZ9/nClVwvzPs7ar6LHvMeN8yEUyHCX+KIOV4nUXS+uwHtPFsb35n7cIC/qsjDWJW7Do4uHm+VjPOTvLKOpyVK4SVkAJTIoBIXoW62joMSFZbdQKG2D7oyBEpV1BrPQZaSaLSmUa4fhCQ4c7qac3nSLXMGJ4oPYq78JFpWTegiGtxT7ZubCFGws/oDICQKR4iOizPvirj34DNutopo2cFwcW/GNgMXPtYCG9/gvHG6UIP4e3I2SZKURM2ahW3VkNBXcT6iVeuI2nAHgI4VqUtwrFXFU83bI/tVLxu2JXwazBcHX9x5BolShNbKQtBesoWrL6/t+hvS1tmn2X48nf8qlmdfgNW5l3T97frMSyBJThHodld/v6nbncgkN+O61Nvx+2v+JyYyly/qXINFp9Ftmnn383bDoFI/KLIZvcnQQ+/PKJPY7L7fsfT5uGWVjStfOoXr3tvAO16zD++5YB9eNfT+kGsAAIGmjold/eKHWf/l2k4GokorOeDej949jQQHyA6Ygtxr2xW0zBnklNUYTnJvtSSlsSJ7JbiQbanTQ8Vsj1ZAdNycuA5Wj0YVgxmYH6JLcnHRWVUZji7K3lYmh3sVOt9fOrHRrXvMN4mSL9OtfQInKNX2iAzGIJxM26gNqiwPiYoXi/Wu8ntX5JGBlmQDAInGhceFQFVGAht07lFs4XF2jzCmCOLaJM7M3Iz+q+BwUJrEb6/4HXi6fknwklUFHuIT799LWKJt4VEFwXdq+TYVjoHP5yDTLOBg/kdwOGU8OcLE/cX/6/7Wuw8GXR0HQNAwjnJ6iOCwKXISllUFITLqxgxUKQUAGEtsgywlsSZzLWxmoGHMolw/jAtTb8Iyp4IFodDVcShSHJKUEvxQpzoGT/jhlCa/YceEt04FYw08WPbUDZKx9T5eXJD/WWsexIPWw6HPPTx6FuSb15oHu2x8l5Li0Q+CkQTLqqBQ349McjMMswzGTJfr5r9f0yyAsQaeK96NCqmi1ngumq/dg+PoJJm0p9viMxgw20BAKoXZiLWRjTt+0/ZSGlYBDCZmq7vxitRFvpftLzgch6ZM4Nn8tyIFXaMLwfeOhjGH65fpuC8/hxOnOMQyP7pIHjADqjKKkdR5PqPXQVBSottOp1z3Btd0+XF8Yk8d0w9ToGVCGo/jueNZnDesIKGvCvk1hWGWuiTS8Kv3TDfoY6G6IPt2LsWwROn4Xl3K7sT9Ps4o/mU4UvhJB/drX/77mC49CIBnvh4rPYjOLD7JJdc7YKyB/5j5tNBo7BfdPDsMtl1HqzXXVsLIQWdNWO7N63x/xepuGGYh8Ftn8+vV+vSuGx0R6K4RaZklTJcfjfy+V8hSBun4Glh2u4chiIX0PdMqCt4PC4Qc/eAcNAanGsSkvaztiLDxFP4ebbuCT039O7zNYFUcbbrjjQS8rTb83uVOPpkERzTaf21KY8Kz5XnySIgX1w9FToBAQkybhKoM47r0eyFJcRhmCYQokKgKxmzUjSkwmLiIXoRMbDWarMJDkXIGmdgqHKf7UTaOgRAdKzNXAwAazeOuIDZPXBClIQkV9VabglYgas8ywzVoHS5qMrYeq/VLxCY1/D4q1omQ5A3OY2zvw9w7KXUk8DyfwCMuNrZIV+PcxC2gVHXtA00d41JTQlduLH0xdHUMe4yfI1xurXfZrZNkxJ0uljPQz8Lp/aJz10CIs2B4EwQDw0z58b7O7WSfNlvH8Q/PfQQMJtLxMzCZvdo9hlIdMS0sRdtrnyx2ZP5P+73PhnEU/9/Br+GRxndOuwygTrQt4B28p2nMlB9xjd4Al8a3+DjejzB4avvc23dP9T/w3p8tx/2f1lB7rIyfncjhn6buwrAeFqay2sj3YdcYlBEUPP8e8z6oUgrZ5FkDOncQQR2vxUGWstiSC8o5dDcAvOcqS5m2zzs9bjw5yK+6P3+pIX7uVES40Pk9l8TwPHEL4emIRTJirNl20xcu9H7j1GXu5zosxLBcKJLyeEebCWRMZC53PVELo54wt41hPKKgcUTQMGZwR+mfEHz2vSxpxG1nrXnQ93w7fxuc4x1DmcG2mwHercOnI0RGTF0Gf7Yxz7ptckFxODqFDOtzL0dUvynX9oDBRMOYEYYSsCF1HQC41SosZrjaeU+zvchXn8WRwk9gWgU0WrOYq+7G0fJDqDa4vNWF0vkwzIJLNdGUEWQTm7E6eTkfU8x2jdchbb1L3+HvOihaXDemUWbTqDSeg5dhHMRc+XHE9ZUiOuUvixguMSRLKbx72VuXbPN5svBQ7Rs4RvbgguQbMBbfCkJUNI0TWK1ehNH0+SBExSTdhrH4Vlynvyr0HP3wuk+X4HKfiDZQ5u8A/S+cnRMSjcjcDdYF7Bec5ExQqu3G4cJd7uemORcpNaLIIzg/+xZsSd0c0MCKGizzoVR7ZtFaZCcDwRqpVlevADDfotLtnXm7Z9Ms4iH7Ubx1x1HseHoceYNgO7kMRysPBc6hKmOuRpPb3ohC3oODd/1CZQcYLBRrJzexZSHCuJZVwYH6L3yfSLgi8+55aiPysc8ToUiAAD3P1dB9THi/N62yKzDsD8v73yP3GtniiIVEG4Jt6eT4WbDtepuXnaHWmkF/RuPgNguWXcPR0n0dn8e0FaBdS3s5z7DXRLfO8Rys1kABZoboBvYy/7JAqNyZG3hVA2+zLEtZn/yMkKSR0oLrugaS5PHxXE4dMxFXnTC7v11UyH44Ir8W9hV+4B7TuW45uogtVOoH8LPaF7G3fBcIkZGNrwUhMiyrglrzGEyziN3F22D5y8URGaqcBmMiEYiZ+G7xX2HbdahyBgltXNwzBRFmgH+OnKk/A3/mOC8f5VGFbLuBYus5MQZIpHdYlVNIahNYlb0erx/5A2zMvQKp+Eb3OQIQ4r4EI8mtUGivUaXTJbmB+OY9CZbdQLN1HIcLdyEBHVvY2WDMgq5NoEGqmKnsAGMGHi18DnPNvSCkfcPC17VwzdFwDNyIyyXPxmT22kGftg3Rk9LJqflpDdBT5U3+uroMqjKK4P0R4WIO77S6msOHNgzjltHV0BRHkZ30OBCev5gvvEhCvHP+b9t5GXzxDF+I/UWuD+V/jAqbxe8/wfD6dcfx/53dQFwdDZzLaJ1Ay5wJeOKCC5DXjqWZjBjqzcOIqaML/H0Yl3B+5OL+AuwEUaKc/s8ZzLYkHgs/L36iq4SIri7zvVu2RHUUucHHw00JNyzvN1IY80qIBcdbP8/Oz6kphxpBeptQtF9j82SDZ3N6c5+TUdlozYpkqshfArDbishHwc8nC4Ib0YRnPbq8w27jKKovty99EjZmbxJ9mMO0ikKuSMzHhHLPPpHRaOV58gUgMjC9pIZKs10njwgO3zgojWNN7gbIUjagwh/XV/ru0T9vWQBsKHICll2DaRbBmO3yQW27Bkpj2JJ+JWTX4ARsIUehyElkk2cindiIixO3YnPuNSCEolTbD9NuoFw/HFpzu2nmocppl/fNmOFShRhrgDEDxepOZBObkYpHJw5JRMbNieswhEl8eebvsK/0Y5Rr+5CKrYKm8s0XT1ZiOFF+DP947IvoSVNV9INTD+YasrKU8pXaovhl41s4K6tDV8fRsmrYW7wdtl3loXhYKNf24bbK58FYU2xaHU5rf46ggRtxxdo+TFX6Cyn+d4Q3UL0X1jCOBhYkAhmEaCKFOXyRMFplHK4reMmyIlYlLhOfBvkx85V8imghFrKQny5gsAAWFSp1ODWmq3yvKSMR3La2zD8i42jpftxT/ARe/kABf/t0Egy2T6wxeL2gIGb74BxkOLUTjkp7/+jOrwoHQaG23/e76ISGqM+5F2T+WpUN4+i8ntfBqbpTEGfx7gr/8+pFxNUxgPwh3EzHWCVEQlwb8/2tA5CwPfs2pONn9HSdpYRTYqo3sWDqGj7RkIRR1D42+IKdTWzCltytYKwFXhNUDzk22MLwvtz+mYVL1M34P6uvRza5FZTG8brRDyHtM1AcA5uxJiyzBCZC6k6Rd0UeAWMWGsZUmwwOA4iMSn0vbLuOmjULBscrx1Ft7HffbWdCDUOlfkBIkSg+aROnhJiBJqmDudm8vAZ0szUHRWw+qs0p3DA+hJSdQ7OVBwDIVMfK1KUImyMJKHR1iFMURNRpUjq3g2KQrzzhyrWEYab8CKbqLSiM67xx77mFQuWpDh1U2670rGs6SErHYsENfcCyG4F26WoOx2oWzo+9CpZVA6U6VGXUF8Wz0DIrPkrGwqJ4Syr2Ox8UeQTbE6/Bbuteoe6+NNDV5TCt2iILaA8OPIt15SKEeHn7nDp639h2NZYlq7jq/h0+UcbO4/+7wS+U2R184uOCkp2eEEJUrM5ehyybwGOFz7ifx7RJWLYBU5SakeUhXJV4M+4sfhTO+5GkZI+p9f62nE4c0n6wuH42lr4YM5Une/Jyc8HeWUQ/q1PZ53t9h/42EkhSqoux6ImsMmZBkhJcvuCkRB4GBe6hkKRED0axczx/PpQmXY4qpTHYdgVrcjeCwcahwt08tNrxLLr3gXaR5lR8HUa1zTheewK15iFszr0GZ2Advpv/cOB3spSFZdegyFl37DvnIOBlkjqr5wTrlYa9N96np8X9dR8DBDJP5BGJA5nEBhQqT/FNqcTrqZpWBcw2sDH3Cuwt3SEMs2HUmscAUOjKMGzWChU25p70BNfQI7rwFiUijfXugsU6CJGFYbu4ue3UCKN3A3GTFdr7GyEq1mZfjBsS5+JzM19AXB3BqLQBM9Y+N8lodfY6zDSeEfWDo5+NIo/AiKiEcpI4cWFuT4KYOox/3S7hk2fcGLFz9n5HaRy/t/p/Rhbf9X7RaXhmYquhypmQozsxkbkcK3xJBVHwF6fvF4wZCzbg+P3xjqIpI7hGfQk2jOSx5sIyfmv0hYJfEC6r4RSYXpG9ZkHXfr6BG2S9TBrcmxDO5yFgrIW8sR8FEhxEQ7GNaJklrn4Ozl18sPVf8Pgshutq7x3PVwMOWJjRJLneytnqzkgh32RsfYAvFpXtubi2LBTt77c3T1ywjcxdkMPhiawCFg+n9WXAnQ5ede4V80piRYNvgLxkLX8WMBPSJodLv0DNmgXtyOKFkOMYnqc1fGwSyMgmz8SwthH78rfxZAeiYVf+mz4DzgmZElhWBZKUFJ4X7s3X1eVeiLdDWd/m13E8bRF9k/fpKA928P1Jgu+myGmckX05LpNvFN9QYcDVoEhpUCmO5faky6FzvIGEUNSNKTRbwQ2mt34yMLvhSovwdkWLbLMu75TTDiqu8C+vPOEIuEuBdTRY77hz3jy9DDjAieo4/x34hhk4VnsUNZNhWN+IcuMICCiS0hiSsdUAKM5iW1FtPIewuUyWsm6WcDYeLV225EYcpclAQWSPsMxQqj2Ddz3C8IG9j8wrkLk8fSn+/FW7ca50Xdfj2ie2Fdlr8Mg1Z2CL3l2DzUHFOIbp6o55j5utRC84i4WnVO5+4v1NKJwJ5Yz49fjDLRVMXM0gjWp49aoZXBx/LeIhadqyPISX534f58gvwmZ2Hnqf1E+HyX/w6KXaggdeX/K5EvdyUhpHQl+LOMkhl9yMTHKze2S7DiEXYB7cMHu+Z261g4BAU/gGazhxZmSCgBSyUPPfyx01HAeP6DFAIGN59oq2MNPCDEi+0KnueQeLXg3LpQch848Hxgyft86ZC7lHi4FBktLYmnoVZis7QIkn5eD9vgnTKvUwzvkiXKzuxvuWnY91uRvF7xsILqyWKELOIMtZXJl4ExgzcWPmd5GKrcWqxGUYSZ0jmtteecFLUgAsoSQw/7zqJFVIUlpc2zunac6BMQNGaxp7SnfgB8WPue02WrOw7SosZmB78vV41PwhLLMERRnCptyrATDBv2wKg5Ohc30hiGkrsDXzWp4hPc9z7GVDwZgBAhkxdVSIajtGvWeYOYbsrwrqzSP4r9qPcAbj2aiHmg/guti5GNU2Q5WzUClFMrZaOF+C3GzTKghnD3UllsKw5EacbVdclfWYNomPbn5/gPdxX/ETOFS4A+G7au9lTld34A3/vhb3VP+jr+u37Bq+s2clHql8uafjK/W9PRGlO8vXDAayPISbsu9DTFvhZZoSTSQ8SJBoHKtz12Nb9lZs11di5ViBHxNTsKuYwS72y1BxU9Ocw/cKH8PPi5/AncW/R+8en+ezZyga0RUdosBgWSXo6nKcm74VlMrYU7gN5fphFCu7uv6uPZSyGJwe4TM+yfNd4uKMfL6A8qLZJ0r3R95frTmNM7O3tC0mEtKJjUjpUcWjPXAja2Ft5VIL4WAw8dL4VRhPnbegc7eDC96qbc+hH09u1D06YUnP69HfRmYhiJLu6fSmdB8XnPPmiM4SEFhWFU9X/xPvmfx9fP/8t2Ck4/mztpJq8+NTx/bhSCW4WPqNar+3aZbMwbabuNe8DbXmFPYUb0e+ttdXnSWMw8znAYcX5kCWssglz+64LiEyZCmDV2XfI6hNYesN4+djtqvfyD1eFDLV8VDps67ESMss4Ug9KMCrKENQlTFkk1uQS54tnpeNF2d+D5ti10JnTt3eTlpKO6ezMzLFnQ08nMrX/Ji2ArXmMVh2o0cliV7Qb4LDyUyIYCjU92NtIo5bMpfgCvWV+Frp27hcPQcvTb0Fr15FcZHyMlwY/zWhapCFLHNuLDfiJWhK9wS1gRtx3WQGGs3j+MsjP15QCaJm6zi+NfdXffKL+MLw7qf+vEcOxqnHcOIM/ONlMzhffxWSca6vM5w8yw21mFYBB/M/xEHjAWzKUMwVEjCnmmjuKGFTpgRCaKA0kR9OLUUOIZnwK+bZ6RW99yNvIskmt2I4fgYeLX6B/53YNHDV+pOJhb97Hn7mu8TFGfkrstfM2w5CVCxPXYB91Z8GSN9rci/Gq1K3oNI81vX3CX0tXj30bgB2QNqgV8xH2v9FfR/OYtsHkkzhLMgeSFcjsvNeur8PvwE1kjqHe0aWTGC1974x/+aEiKQIKurhSrBtA4bF8JWDGgr1A/AvzgQy1udu7v36zMCO/Bc75k5uvBAQqkNVRjgnixmokyoIUWC0yqBUxXDyTNiBuYC47fDqh7bfEffYWXYNlQYn+bt9iNkwzTxMq4Cvz/4VrwntGk3hRkg6vh7ceOWJFjYzhUezgo25VyCb2ORmglOaACEK4toYEtoEas0TKNUPOHeNh+27sKPyPTxY/BSXIQm5B9aWSWnbtdCx5Xn8eIlEnt3qJUy4z4Poix5Dp3o9C2v/6uTl+Frp2/jc7HegEIqXxm/GbNPAC5fJ2Jor4buvP4q3r0lBlVNoteaQ1Jfz5BmrBMCKXM8dDDSxgRAdL8/+bgcR9L8TJCm9CIORQJYy+IPVv4Nv5J/Cs/lvI3w3IoFSDWOp7VhONqNM5nBdYgveuWkOVz3w0w5NuSgiLeCQ/1sR1/l/8EOWh4TuEhfZNK06GsYU4tqkr47tUsKrbHCqQYgOVc7OO8H0cCaE3Y8kpWG72V5cS6rzWkEPB2+X2uF9GUltx1Z6Je4ufhyaMo5cfAOqrakuWXX9J5fwcV8OvZdefgvAnTcoTUKi+oDKFvaC0z/xaXXuJZCh4VD5XjDYkIiKuDaGcv2QqB5hQJFH3GcW0ybxe5NvxV/u/1thuPb3TglkbmQwU3DYLDdpwLJrIETGSHILXp64Dp898QlsSb4M+4xfoFzbB08LTnCRiR6a6MCpRf4ycSo0ZQRN40TbfM0Tr7omaQhPF2Mt6Oo4JKqhKWRQHAH5ujELmxkgoLCZAVlKomUWxHjhSRmE8vPYdoVLYdjtemWL6ytO2DBs3rgy8z4cpM/gcOkXp8Tp4iXPDAp8vk7G1iGrrcEGtg2zZBYrsQwb0zr+cPshEMKQXdnER2/fhD8/+BkMxTbiLLYdPyp+DLKcQTa2BjOiehLr4FpyDNRszSY2YVlcAfLdbsoTEIw+KtroON0hUb2jA8ryEExzLmQwt4O7xv9q3/9B1EDhz4aB2QaOF+/BcdwLSmOYbu3GhTM3Y6V8HorYFXh+3Z5l7xmcXgti2gohCEwiMzp/FeH33lUbRwS3xxIGXJiBxSdG5/k7/WDhYCKDbSl00XoDpUlRrofC6uO9R28W2v+WsC53I9JsFHuNn7uGVnDSlyDLmdBn6dfeAvh4GZfPxM9LnwHAYLRmcLw4DV5sXYUqD4UsKP17F/tfdLyFmRt/TsahDmY3YLu8sZORrXx6G3AA8FzxHlAiQ1NyaJpFNFtTHe+N19zlRsbK+CU4UrXRT7BpefZKGFYFM+VHwGCCgILBElnDVShyFgQUJrNh2yXka3vxxcZRWFYFjxf+Hc4coKvLA/IZ7QXQvTJfleDnzAYhNCTxwXKdA7KUDVVZ4ELxvHICL83lyOLwNjlcXUrj0NVxNFqzaJkF8EQI1fX+jqa24Trthfhe5WvQ5SymS+3lF/3rd/99k78zIZ7ctnY8gwcwU9oB2zo1yQuDMOD4RmIWXJ1AA2Mt1JrHUK0fRCOVR1pegVXxNbhqzEB2eQPqcgWNgwQVEyCQMFd/FkrsQqjKMK6IvxFNmLgH3UtgDjScmq/swL8e+at5joom2HIeQDsfZKnRW3ycEBXLReHtbghbYHmxdmB19oUYz1zaw9Xmm1T9ted41lC9OYMfHwN2VX7Q1/PjHbefgchQbx4BQCDLOUg0jtMt+WGpXeqE6PjtFX+AsdR236edWlXcgPM+42TexT0ro9WP9tvg34tt18FYC7Zd60Hzy2vH+Zk39XRkJrEJa+2N2FH5HoxW2eX5+EFAumQ4thHcYeLp/FddI8sRiWas4arfnxr4q0fwvuOVZDJhWSUo8giUnsRx+wchOm7OfRCqMhZSKeL0Q0Jfhsn0ZZiInQ3TLEJVRqEqY7xGsOgjlDqaccDu/Dfw2eN/7i7MlGquxzMIL2lMJUnY7vpEwJgBSUrBtmqQpRQsuwGbmRhOngVK42iZJeRi68TGQQIhCmQ5h6ZxAl6flQLzkbN56Fx3eIKFYfIQWjuY0LwcT50XMb955bxsu+LbVFAQyKA0LjxNTVQbh7g8DTPAa6jy9YTBxInSw/he5Wso1/ZhuuRUovG31WkbQa/rhtde/0aXBSoMARImyCbYHZ6/5xcsu+aWA5SkOCjVENeWQVGGcDa9Csvs1VgWJ3jh1kMw6wQkLiF/PAabAZPxC2FaDUyzIuLaGO6tfwWPt36AQGJjCAbMiYsqzuxgHnFTZqOzYO4gEVW/cn4QIuNcXOK6m/sDv8ZM4xlRMmfh4DvEzhItzdYUvlH4JCiRRVx+kOTNMMkSBtOc4wTVCM7HqcLJmARO1C1MuaKbvbVjPlkMzp8J718eH6Yfr8mgPTjOxO1JqPQGG88Yd6OXtpdqe/GwdQdaZh7N1nFsyN6EicwLvBYIY6OfXXNUf7DtJmYrO8EX4FNnxHg8mmC93ZaZX7KQKmMNPMdmYFoV7glcsnl3vnmoe+avg2rjGCgkHK7cD00ZxUTiXKT1Se4tEx7ebt5Q2667Hk+vXQROeUJK4/gfK7djTN4EgCezEKK6ma+mVYBlldAyZ0R9bApdHQEvWWVDljNQ5SHYtgEqxeEsrduyt4okKq+cEqV6gOfov09/SF1TJqCrywW1oAkCgtnaMx2ZuABBJnEmTyBAUKSduM+fwrarkOUMFDmH4ZSXSOHPfGXMEN5vSzwbJ3rWjl5NBwJCnYQLLXCvvKScVw3n8cK/L4gvfzqB1zkfxWj6Qti2AYnGcbF6MyYS56KJFoZoAjmVQU3b0JcTkISKZLqJm1eUcAbWY1lyOx6tfBWV+mE0jKMo156FLGV8gsAh1zyJ99cFQnkaYYKNg/SsLHxRs+0abit8xNUoWggq9b2o1J9b8O8dJGKrQz6lvNyTVYGujGIy+8JFX8dD9HNzSrAM3nAcFJbAwGQmvl34547QXTjsnvuvLGcR5almTnbeKSXuLnS6YF1V3QNHMgOFyk44fW5f6ceotqYA8HD0xuzLB2qkc29it+LwS71BIRhKbA7/Zok3R48UPi2uo2Bt7oYluQbPqm+fF/z3ZYm5gxsMfmPa/55tu4JDpZ+DUhmjiS1IkVHMlp8QIVT4rtH+zJy/2x0IjveTX4MxE2sTDay0VwqPVQ2ylIYiJaAqo64ni9IkFDmHuDaOhjGDw4U7AVCYYtOhSEmh4M/771OFL/vCnyKMatUCma7++xzPXApFHhEVF6ZwXuyVOCt1My8zRWQhzOuNQ14+UMKwugGZxAYQqrol4vgBPCTM1y0Ky6pBkRJIyLwKSFwbx+Wpt/sMNv9PVbRn13vofS2lRBWhUy+xjtI4VGW445rPd5hmHpXafmwhL8BQYhNWpi7FTvIQjpYfwHo9i19bLePVmw5BHpJAUzLsfANK0sKz5QT++vwS3rfsYqxKXyES5njfTejLupZQPGlGnKqMdampOk+H6NDd6QdRg7p/EMi4eej3sTx7Zd+/BAT5NIKc2L1dTh1QfkynULDDr3G0pihem3mB75yD8DR0f/6cnHs6cmsGzydiMDtkAqJAiAJJDgvj+I/h78YU9RDDYcG0yh0ZXScX7aGVpYAU8FJYVsk1ADU5g2fz3xnIVVRlDKtz14d4Ndqx9Hw0h7jsx0Tm8pPgHeTCsoy1cKj08yW5Qqs1h855IfhMuUaoFRD3BRwDxe+lqsAwSzhaug878l8BRCgwaKB1ltPqCczG3+2keJo8wsVwIUOWuFe8ZZZg2zXYdsUdn7XmMV89ZAucW6Z38ER5/3LmZ0eLTcaG3Mtdkr8fs5WdInTK7+mByuexs/x9xNRxn8yI756IDBCKffnvo1B5Csw2hBFJXK++V1GA0whqzUM4mP8hAKDZKuIYfQ5cHy74nhzt1nYpEY5e11EmEk9abTI/VHDyTsc1YzHgG4O7i/+IueouDLEJHCv+EpbdwDeLX8QvZihSY00QmYLmdNDROBJXjSGrmpCojddvPoQbEue6fGsAKFZ3om5MRV7xpBlxtw6/A38y2QsfrBOdujv9oNdBLXXUhetoB0ysTfU3sUpSGsuzV4BzLBpdvAjdJhsrRHyy/bfMnfA0JQNCuAHh/X5xyQeUxiIG8/8DRztvwatrOH8yA3WP7Q77FIcbJLxq6IMDrEvaCb47D0e1sX9gXjjGbIyylS5/5XSDTDR04w97oumDAOujJGEUwo373t4Xn9estk2Mpo5B1zxDR5azoEQVUhbEldLov6Vy4C+I5KMfFP4eJeOw8HpRqHIKdeMYkrGVrgGiyFmRoe5kvHqedkJk5OLrBY/R7wEMGpqMNaFAC5UnMq1C4F1YVgmmVRDSHP75gbc7k9iA/7n+g5ClrEh6c5LUmBsl6XwHzloqoWXmsadwmyulEoSoEhJalL2fzQ0V91aG39nglwvqFLh/foNSDbZdw9P1O/Ci9O8gGVsJRU5grmHhb+7chMITgHmoAutIBUjFcdNvl7DhNcD4i1RcPW5ClbPuuQjRkQqNvolrnYT7AQB8p/Id/Pnhe3s6tv+QUTfiH+mpUDSlmuhk3c/58ef+FscKv+ijZRRT5cewtDsOLxwNSCjVD+HvD/29++L9You9oPP5S3zSIrKPY/HfCb0Yru3hmjBhzIhfRhpmwet26oWd7Hdh4x7zrq4ldjjBfOFGntE6MeA0/3C0zBk8VPjkAIyXwcLxPh0u3BldixKy2KkP5v33MzdEQZJSoEKouI9fdf22YRwTSVQcK1OX4o9W/zbP8ncrKPQPZ550MlkBhmxyK0bS53GOm4iWlOvPiRKJz7kGV1JfDkVOCqOJYCx9EVRlBNw4sTFTflzwGB2jKJyHXWGz8yYG+ecMxlptvEXebk1KQZe4AclgdtUU9ENXl2FT7pUIOgii1qjFrl2OPIotwrZ+A9dJaOz0BJ6+6J5oAHAvJiE66s0jKKGOhDKOQuUpfHXmL/Fv03fh7r2T+PfvrcPsYxLsZ48Dpg3IFOahCi5adgIvS73ZrUSjKUNotoqR1zppRlyh8hSOFH7S07FeMdneXbbRHYAiNW9ZHgkxdRzBXR1F2OOx7f6KTptWuadagf2AQEZc81vmlvs5YME052DbFahSAorMJ5heSt0AENnBbVmWxPEqRXkSf9W9c4slfUt99RkP7WEnb1EnREc2uWWR7eoXrGtVBYCHbjZnbl7ARqxbH/rvs3HgOarhXg4CGaoyhri+UhDgB7HoScglwzl5vfzWaZllVUV2KEQ2pOcpjO4L3ccVJ3N79/hc+T786/QPhAeHgjHHKJi/nWGiyM5vCWTUmzOoNI+hVNsDBhMSjSOmjkKS0pCkOAihoDSGQnUPJKpBV4ehqWNYRjdjMnkxz2K1m21GLMVo2p/B7vXjM9g2kQARxEhqu1tuywvFcicDC8zz/N8TxQfxx8/8b2E4knnLVzpoGEdxoPKzLkcQ3//8hlfUsSGfCu/asswl4rk4fTvIE5alNK5MvWOea5xOmCdBE4CbAU91zNIp6NSj1Bwv3os/23cAy/QWhra0QDQZMG2wfB00JSM7WoPFGM6J3QxZHgIlCswusiunSWJDGNoJlQt9wZZrPFKaxGj6wo4jhlLbUDem0elJGQQfxgq4RrPJrQMhp4fFyNsX13LjKN428S5QqkcKBXacg/FBFvzMiAzfEKLPWxbk5GPQi34Xkc2e3mVvZbfCvguXI+AGdbG6p4drn1wwMMzaB0IXqO6IXtDV06J/zb/7HgyiPSIMJmQaw2jszHnOEa3qH3a9ufJjvTfPB1nOwMuYtkBAMZzcKr61PemSSB5n94Ww3SNrWhXka3uFTIc/+sDhGD+d926HbDw8/UYmVPEbzePwQog2mq08mKicYNt1JPRl0JQsEuoYTKsOyzawSVqB5yr3QRIZp7Zd5R5JMZYbZsG9nt9LNkuKIXpoBG8augnDiTPhGQqOppx3rNdus02tICoJIRzd9Sb9hoo3NtvnKF1djrNyrws9A+fwURwt/NwTFCYaABp4H6ZVwhP23X21/XSEn7fugBIZDDayzKMFUBrDzsI38em9BP/4jfV45KtxNHeWYU41Ud5pYffeUYzFZDxc+TJUKYVNsWsFZzHiuoOs2HAyENdWu6U7+gWlSazMXI6D+duXoGXR8IsXO4KvlMYR15aFJCl0h6qM4dXZt+MbhU/OK/qaSZyJrfK1OEGPQoGGp/O91Y/1wgziL6JConGYVgGaMgFDFF92vqM+gWNnkJ9arZ9wVXFHKDlKKDbseE0dCwh3LgSUxmHbdbQLZUpSgmeqRTyrVHwjNisvxDOtu12xzvYWLsQbw9uzGEHN+a7ba7tO/0oBJwuSlAZj9gJCybwfnWyFe0qTiGvjYMxGrXnE3eg5lSaC6veeKOxQ6lzMlZ/EQhZsZ/ym4xvQsqpoWTVYFifNp+Lr8L5lr8d3Z/fjycIXEOxXjpSIf17ya5Y5C68NSmM+jyL1SbxwiQxKVcg0DosZiKujKNf3u8YKsxs4O/sGPF74D7T3ax4RQQ+SMb2PiUGK4p+Vez12l3/Yhxg5ccVsU/F1IdnnEs7NvgkHzAcgE1Uk73gJeP57VOQRWHZtkXMSx+LntsVdG6DQlWHUm0fcd8NtFl4acDR1HvK1vbDsGhL6CmxUr8IYcvjny/LIV2PYvGUaX75nA/7XoftwpPBTXJV5Dx5ofBu15sFIR8xAPXEjqe2Lzqiaz7PBb6YfA86zjG27skQGXPedb2DXIQbJcHJLzyFOP4zWCXxl9qM9qfYXqztxb/GfULKPYV/1p6A0jrH0xT1wYIKTCM8s4nyXP1r9DtyY+V1+HsiIqcvw2qH3+n4ZLhOz1Ihpk777oiK7LAsvHJEU/2qQe9D6cybIxRpwgISx1HbEtVUIloeSXB5LFGrNKTxW/SbK9aiSXqerAXS6tuv0hW33Vqy9fX4kRBk4XaMXUCKjbkzDMMuu0WPbVbewOaXeOuDn0daaJ1wJDM+735vXkMECIRJqzSm8KP5GvH74XXjj2O/h+szvolJ/Dh8+8A/YUQqWKiREhyxlQual8KgLY6YwDE2YZqGtbTYYs2GYcxhOnAFNToMxQwhgm7ymqxD9dZ+T0HtrmTM9av4tZuz4VQg8j+Q52TfNmwhzqPFAn9VkmFiHbRitcsj3FoZYBkar7Mu+DvcyW3ZDbHIXj1NjwBHIUhaKlAYhFLXmIe4hJSoojWMotgErM1fj/MybsJ1eyWVr5CxeFHs1TmA/7q59EZ/bvRyP59MwKhS3Xr0Hr828AJnkZkyoCfzwglchlzw7+uqD8sQRyPjgug/hrw/8/UkgJhOsyl6PQ4U7Io/wl784PbEU5XS67+IuzrwLe+37MVfdBU0ZEqTh+Z+Ps3Bkk2fhs5tvxIwh4x1PfQwAIEtxpPXJUJmE0wGaMgEGG0ZrWpQL67zn8Lqc88Nfsiyq7p5bgxFws7F42KUOf41F5/ftu2v+e7rg7GJZHuL1E0N+z8Nd8iJLgfUHXV2OFYkL8fL0OfjYoY903ZARomNd9sXYm/9ulzPOX1fy+YCYNolmqzDP3EmQTW4J1EYehDeG827keTaG7XNLsMzcSGo7mlYZzVYRufh6TBXv8x3rn+skECJ5nnzIIFTtafGlNMmrnhCKpM55zsXqbhAih/yeX3NV9kXYTrfjO3MfBoGMrdnX48nCl1zD0nl2HeMuUCKRl4gCs0VCRcxndHCxXy7jwcS98TmBQEZMWwHDLMK0iuJ3vRsZwTrAnXN7sM1CxkrwbycylyNFx/Bs/lu+ur7oOMdC4WXCLt4jv/hyhKcavK/xBEIZtl2F4+HNJDbBtBrI6mugkBgOFX8GSmQk9GX4m3W34I/2fw/V5nFcEX8jZkkBl6dWYEwnMBnw8EwDMqF44zqCt+78BkrVnaFXH2A4lSCureqxEHiYAdPPZCxhfe6mrpP76txLcKhw15LU9ex34uzdlb4YdCuOzgeTLGUxkTofJ6pPcmVxqoISuUdvE0FCX4NmKw+bmSclg3Ax4OEpE5SovJ6tzcssnZyi4p3vgtI4JBrnO3yrDEo1ECIHhEG9sOvSGCSdCxUvczfId9nL2JCkNDanX4adxe+2XdupiZrHROYFmKk8hbXpF+LZ/LcG1r7TFTyzU54nLOqvWzw4yPIQLLPU5b11r5HsGGKKlEbLKvnuwyv07n/PqjIG06r07TUZSp2LldI5OGg+HDBko9rsLKS87U337942z/x3lKrQlWGsjF2IPeUfg9c3lWGaBRCqgjETjFncKCS8eoRjSBHIyCQ3Y7myDU/nvxYwXnu7vhRhxLXPL7yqgiNr4f/MX7s5at117jOs70XV1u40IEPoKy7VxpvjfrUgCX6mDInq2Ji6HvuqP/WtpwSbcrdgT/F2MGZAkbOQqAqJakhrK/DmoauRUYF7ppqYs6vgtXpt5OksDjcfwaS2HTvzXweV4rCtGuyIDe8Aw6msRwMOiFaA7sErRFT8+vgHsb94Z9fjDuZvX7LC7P3ufFvmrPAKdkcvJPl2LTsC2ScaGTaQdDiv2bIbWM3ORKs1B9MqwGidEArg84PSBCy7KSQZ7C51CLth6YnhlCYhy0NQpKSbUHJm4kYAvK7d0sMhercLZ9bRMvOuSLBt17iSue+Z9CaYvHCCfXvWsZ/XGIWgQGcv15h/bFhWCTvyX+wwHglRkNInsT37m2haJVhWBVPNHTg5CQWnDpQmoSujvkXUEfduBxPk+8Eipg53ST7g1+02lzKYYLaBZuu4qKnr3IcIUbbpoXFPxArxV/S71ZQJEMhQ5BHo6nLMlR/Ds/W7UartgzMOwudMCV4FAlsYcM7ViC/xQAKlceSSZ/OwqzzkzmuODh1jJpqtPCQouDDxeujqMCy7BkJ1jCS3iZJacA04SmNuKA0AKo2j2F/7OfrX6mw/vrPahAfOtQ2GJHmSQ3A8hq+76fhavCzz26EhO96GzjJf/P+dZx9uRvBQMw+5RmEsfTGSsfWR35/OSMbWiDrSVbTMWewu/QAb49cKpw1fB3bnv8HnOWZjWXI7rou/Aaqcwg2xK3G4auO5KsOMXcFudj9USBiXUrg8tgHV5jE8U/ovgFBYVrnrvHoaZ6eGgzELNgOkBdUwXQwWk/7cS0ry/AtgJnEmzki/FP6Jj8FEs9WeWeuBe1MdvkcDvyj9GxgsbM++DZKUhiJHi6v6oSvDaLa4yzs4UQfvQFw18KmjG0bcxYnMK6zcP/j7UaQkTLOIpsENVJsZqBFuEAyeL8EXkqBBG7Xj7My2lqiK+SsG+CdLCVHSN2FQlbG2Tzqv5VehD4M1zyQ8SDDWQrV5HI8W/wP5yhNgMFGu7cXzPVQ6H2y7ilqbd80vhBr4fAn4pqZVx2Lfcbd2tX/Xsioo1/YBcOYEFWHzq2nXsDH3ClyffKvYbBI0WtO+zQ6NuC43XihN8PP7ag4zmL6anRZPJmEtrMu+GB9Y+R53XXHOa9s1mFYBO4vfxS9Ln8aQtl6EzCoYklYjF18PAoLx9EVYkb1atI1AU0ZwVeY9ALPn9ZzK8hBWZV/U9RgPvE6qLA8BcHiFzrjufzlfl3sZSrW9+F7hnxDvYS1QlTFQmmjjGAaz7/ncLkSUmQHPA9ppsI9I66DKqY7Pnw+o1PcKYWe+vtvMQJnMiqSFVe68TSAjrq9Elo1jU1rD17dehw1pip2NaTxcmsOTxu2YLj2EXeRhPMmegUKBpL6CG29CTqcbBmjEDUh4MtIb5YiIWvjiiQ/3EBbrz+jyOl8UTr072LINVJEPEGcdbbgotHs7nAX7osQy3DryXr4L7+FZ9ZdQ0u6FqolPTbf6RlBYuVc4tRXD+hp/Bpzb5uxAeVmh3flvLsnixwVOEyJc0B8IUcTCFG6gyFLWnaiJu2GxfP+bt3WYTF4cdXXo6vKePL/9V0vp3pdkKevSCzphwWjNIqYu864PE5PZa5+3u/Xe0G7gW5CkBNbkbjwpV683Dy9Z1MIPZ35V5bQrt8E5Zp0bckrjkGkcW8lG/KjyGQBMhEW5hmi3dSIwPxAZo+nz27zNXn/mUj07cah8Ly4ZNhDX/Bsfj+ZAiQxdHXHbD0jYlf8aZspPAoTiRPkxHC04pcsoGsYxFEhJbKL5mJjIXB7absssoWR6lJZ2L6yqjCGhr4Xj3bFsA5KYB8/M3Oy7N09XrlccKnH5D8YMnMHODUmACOq1Gq3ZiCQEL/t3Xfo6ABSKPNw21jvnkZ35r2Ou/HhfbT6d4LdDbLuOg4W7YNt1VBuHkEttRSbB5YDWxC7DBbGVuHa8gaN1DR858h08Vv0mjpBn0WjlocjDSJMJnE3PwNdKt6NcP+iTpLG6ztXzcOKc0i/zT+KT2WtxpPDTJc5MjOIzLF6q4NrMBzCuxvCl6b9Y1HkWhm58tqXBSGo7Xpa4Ed8sfT1CvsLBUiRgLAQet4VzTnoLv0eDc0bCQwW9p/gvJumg23kTsdVotoowrQp4SMjRWfKI0/O/G/59OHH4VL7X7vzXVHwjGkbeTUxK6GshUVX009OlPy41uvPQTh6c571Uz53PfZKUavPue3IUBBIcnSxZSrtF77s/Gy9LlBDqesiixzZBOr4JLasakfBFoKvL0LIqsKxqG9fMaa8nxutw4lyBXqJhQ/ZGUeKqP3mshL4Wa2KXYUf+S3ASKaLu44WZ9+MR60c9cAa9djtcusUkyXRy5CgS+irUGs/5nsWplJ1aOnQmefC+oCkTyMbX4kTxQVApjiuSb8WrJ1P4xuEyjtOjmLX2IyVNYF/+P5FJbMabh1+D5yot3GV8HwQU+coTgessUGKk94VSJhq6CdINBmGTiATdt3NfKH5S/jd8eebv5jlqcSWFopDQ10CWcwM/bzfMlp/Ak42pruU8OJxn7t/hRntdl66upg1ZSuLG7B8IbtdiDbgo9Hle1h6GivYSRHsR21tgolI/gJY549Y/dCBJSchuofDeireHZ351/220t2xxIERFMrYG3Z5zufYsFCmBsfRFAHjN1Loxi7H0xfBnOf5qIIrj2J2HtvRwnq/V9u9gryGLcFS78K3nhWDCg29w/hEzoKtjYiPDETbeZCklxk7TV8UgqH0ZfO4M5fpBtMwKwvsmQ8M4Gpl4QoiEFdlrAvcGUeXBkeN4Nv9dwLcQy1IWW3JvwHxzQrWxHzvyXwTABIeWtd2zNxZ+2fgWqo1+eZOidvMijKzgbykkKRGodXwyDbhBiOn3g0RsNSYyL/BFC7yo0FTxl7gi826ck/o1KJDw8aM7cG/1CwAAiWjIsnEADNXGMeSbNhq2BV3Kom70noA3MKvrQP62PiedQU3CVlt2ZbfzRn/HuUHNeYwQ1sGrkuUhLM9e2VNLo1Bt7D/pKdYMJh4qfLIPaQ3PcErHN0WS4efX+1n4e8/G1yKnKohaUHofvM69+JTIido3T29d7qV4UeZ3O84dxXPz+CHdEeS5+GHBdJMjHCwN6Z9LOCz03NHvWJKSWK9dPu+5a83DGJHWuUk7NjNQbh7xveOT641bqs0Jj3acjpy/k8GDtNx5z7/IJ/S1eNPY74ZuzhmzfZUVRKiP0I4QpGnxzSkhGsLqPYeNRcYa7u+cJAevv4lECqKjPWGA6+LpqInkNY9vZwTqDK/OXY/zs2+BMz4kqmPSXib6QG8IN4p4GStJSqPWPChCfL1W7bACmn69o9v5rQVRTAYFMkC+PH//3Z9jpX4A1dYUbNsU84RXzk1TxvGk9ROco09gfTKOPYXbYDMDB6r3oNg4gEPWIyCQYVoFfC3/GRzBFGSi4Yz49T3XND5lFRuCGji9YOnDKJoygRtSb8Z35j7c82+yya14x+ir8JH9/wenejJeiMs6qId0MrDw0DchKrhW01Ls6gg0ZbwPo1YS2Uk2qo39fV5pYaGFYJiG/97RQ3Q8F4NK3hhNX4jp0kOIflcLHY+kZ70sAhmSnBYCrCe3IsHJgixl24zyUwdCdMTUcZFkEQwNnkysyd2Iy+TzQqkt/uflLHJR85cjfcJso4974POTqozxkltWxSdP4n3fDklKC8HmZsj3/DeKPAIGe5Eb9jAqghcS7R1ByRIvdC+FhIrnbwelcShSum3+JHDlViKkSk5/LGSe48+G0hhWZq5E067gFclr8PnZL4jwMtca1JQhNJrHxbN2wv+cOiPLQ7Dthu+dSoEsaz9OWXZqPwYcpXFsz76lyxGDqWvYbB3vy4ADgELlKfzj0c+gt0LMvWGhu/4Okdg2OFlD/u9i6nhf1yBEndfj5c/KccDviXQc0w8Y63cy7u9ZNlvTfOLvsR5qpb4X1cZ+EMgugXV+OHy+/hG2C+e7boZ0fB2GEgstZC5aJnHCNgAQUHQ3th1PTe/jjj/XTm92FJjwPPLNpP86vzqSI6eLAaery5GKrcYbh38DF2fe4XqlT5YBJ0tZ17t/IH8bvjL78bYjuBfM8smV8HBp9AaUib7WyV2LAsFrhv8YQ6lzYbROoGXO4k3jvy9q90qCYhA+JiyrxAued3jVuCGzKvsiLjEUacCF9emoBK520V/CJYvmqcrgx0jqvIA0lT8bul2KCOicv8Pa8YrMWwPzbVxbBV3j1wiXKnk+YCFt5s/Gtmsom8dxtXoVNqaBmJLDjdkPIJfcBtuuCe4lBwHBRem3QBLPzzTn2ubJaM/480JixLZreKTw6S5HLJYj5WBhhli9eWSgfMBBeFPCJl/TKoj0cP6sCOQIbT/iG+Bt5+3BkHK+l+S0OzHbdg0jqfNcsnFYQerBo/dzSlIKcW0ShKoYz1zSo/En5BEIRTFCTbsT/SdkEMhIxTd2naRbZhXF+qG+zhu4BlHxmqH3YjS9XVRymK8/9z/e+vcS82LZfOHj11OVsUVvmLgIae8L3n8HxNQR1JpT+FL+S3ig9GnEtf42d/MhSkbEMc5i2iji2gr3004BaiaMtlboebhavirOKDaRROo41l+EPghenP2nrTuRr+xyr3l38xFR1syGzYx5Q1xh3pINuZfjAno+ui3EfsWB4OcqCNFFf+XhY/9mi7eSGxr9iHbPlB8RXjPvPE6ouN1w6UWE3LZruLv1Ex+dhoDBChgqv6qgNBm5XshEw82TDAerBPnaHtzd+DrylSfd7521mMFEkzShypmQs3gSOaHXX0zjB4Ht2bfh+szv9bBonoxQ5UJ3CixAtO0H3TxbnCg5WAI366L7dWXmfRhJbQfA0BpA+Mq2G4EdXtMqgxA5lE8XNYktHAyylGkziKN5HJZVhWnXYdt1TBV/2VMtv7g2iWRsNQhRoavLIwSQw9CfwSpJSVRq+0U5l3BUG/sXXY3iMfNZzFZ2AAAUEu/iXfQ/x6Ubl4w1QKmGNbkbsT53Mw9ZMROyEHFeKEZS52BD5iWDaeQicLIJ2N2QrzwB0yqgUt8LxgxUGoNafEV5qwhPDKUJjKXPQ6W23/Vqz3tG4syJTj/koSZ+DScUyDXK+LziyWRwQ6czcsOzvhuYLj0M//x4IP8DsfmNhYT0vet7xl3neKixPH5i/BcojYVuHgjkCF1ABjAblKo+I8qCZZUEz2++MdgbJw4AhlLn4Izsy0OPcHT5NGUCMW0y8ky81JrXlnrTk1DqnPMHEz1bOvTeNtsOapD6bZl8bS8A4I7yLlhWCdXGfizPXoHl2StBaQJOua5kbD1mcBC6Gkxw5JGh7m055Ubcc/bjaAoBxsFNaqeicywwRMaMUPc1wMUEB+2CdvTTvP92QLAtlUZGXolV2RdhMn155Dl6fU/thlClth+bMjfhgrRH7nXbtUAjuBssu4F0/Az/J4ie8CxRO5KJ50IxXz+qG1N41/jrkdCXwTAL7iQvy0PupO6ozXsgkNzs0t5gWgWAUBHWWRoQomIj1kKVs5hMX4bZ+jNgHZm3DhYr79I7GLMx03gGB0s/hWWVYJklrEldiYWPcQLDquDZ/HcG2MqF4XSWXHCMHaeyAdDd4+CHn5JAumycnOtMFe8DE1pYzJUzcQwv/t/OBolSzZ0rJCmBZGwdZDkjSkfF4YxbWcq4xpEs53yGH8SxCVd4HPDoPU4mrAcuVKtIaSRj66EIjTj+W4cTZgeyTttxpPATFKq7wGwj1FvmzTedYPD4oJ3zrp+n1/6MSV8JE3Plx7G7eJtbtSFsjm9ZJayMXxLya+/aHrG/TfuwbS7ZkrsVy7NX9Ny+kw//+4jqw+EOFseg05QJrEldiY/ty2NX/msdxymS8K4yE4RQtFgNasDIJ9DUMZB5Ek9OuRE3XXoQPyt+HN7iOT+6lQmK+EXIJ70ZIv6BPmh4AsODNWCiMmo67zmYYv/PR/4aDVbCh9degBO1p7Ax9ypkk1s7ztP74uMPc3Mu2L7K3Xi6eQc673mBnszAvTqDzVkA7B4kVKIwv6HCWBMfP/xvKNeeDezEZKq7GV82MyBLwRBOu5xCr+heoHxxsO0q7jV/iJg6glG2Ei2zMo9+YL+QFiRbwlgDlfpelzvGYIpaqgs1IhkqjSMnKZzfK/zSPaeTd8KZk/nYTMVW9sShJVQXVAodUXJAy7NXBrw6kpSCqowIyRHHOLK4gQYJhPC5ko8znpma1FdAlmKQiApVHhK8sBgIUWBZFYBwL4Zl1eBf6ng5qEqbkDUR4tqiLBfR4ZdZ2ZC8Fp/Y9Dp857w346XZ30M2sUl4UvzPCehc2Jkg9bfmmTe7z3/nZN+I9676kO+s/FwxbRL/e+OfIq6t8h0tIaatEIZluCzUeOZStM//tl1BpXE0cH4HmjKBocRm7M5/w70Gj9oAAHU3rq8feT+yyU4PPgMLzNUWWrhSOX2NuGDYPXwtkKRE2ycEI6ntrn0iUQ03Z7biAB4LHDUlhKFNu8Y9xYSiUj+IE6VH0fBxZAkk6OqQWz4ysq0939VpAgIZCX3lPEe1P/DO2+zVENmaeQ025l65JBwaBtNNaR8MJCT0tSLFupd7Dh7DmAGNJPGF/SYoUVC2T6C8CJ5VEHwgGK0TfWdzRoOIe+Xveyi1DcS3C2TM6CPbdCFXl2C0ZtxC8g78elKWVUKlvheylBVlsKhY2PwTqN/4DMdSaYZRmhReDoZK4ygKlafxWOWbA+6XfMJL6OE8y14xlDoXg6AXhGe60lMW3kzG1gmjIZrb6/eInSpYtoG6MT3vc7LtCkxzThhJ4caJTjIBSQbLKsMw56BIjqdPAoEM05wDlXjFBEo5bYEbWxSl6rMo1faBwRaVFggkqkOicTCHQweT89S6eMoAbkS+dezdSMbWwbabgbZTmoTCNJyZqeDcFVP4xlsO4fFrLsCZmZt9hij3WlKqITievdJTvfcvqePYZ2o/wp3lvR1Htqwavj69H7VmcJ5W5VTAgG73iGokFcotbZkzyCa3djhKmq0pzJQf9X1iYcattGC57/uH9R+gUg8rM2aBUN2lzewt34UnzQNhN39awO8xdcZe+zNpn0coTaBl131eXQs3LKshSYPlDxMal5WxrJLQzVwNTRlBKrYaGWUSmjKB0fSFuC7zPuhSFuY8m/5TJjGytPCpZy86tZmnb8e1ZSK8efoiHT8DNyVejS9P//WiQjWEqNCUkTb9vQWfre3v9u62OOkYTwJBQjq+YcDeo95bwdHNO8TDG4w1sCJ7DQqNA64xS2kcujKKppk/BVIaThUIzicKu4fByNBI0JRRNFtTodfoBbwdrQXIKZy+2JJ7Axhs7Cp+P7Bw+MnkvOyTetpksg4SqjKGpL4cplXnZQUbhyBLKVCqgoDCYgYsqyYSbah4JjYkKQXbNqDKWbSsCmLqqCvfoKvLYNmGyxGlNN6jzIgjm0F9//Lw7muG/wj/9tIDSKwlkLevwI6PV/Deh1W0YOLe4j+5GzlmNxDXV6LaOITFR1jC50ZZHkJMHUa59uwiz98NvVQMiZr3oudDR1pMUyawIXmtEDE+vaEpE0jHVqJQC+cdJ2PrsUm7Bk9UvoWh+EbUzTmUa/tAqYbXj7wfX5n9R9+8zvuYLGUAQmGZJZfDuSl3C5bbk7in+h+CT24GbJcFVmw4tehn5xKE1/F7S23utsO1YNu1JTLg2ounLy6UUq7txe2N/wrE0P0eRG8n0f066fh6sbMNzybrr518N8hFN8POt7iJzl+EmU/0iw9H8RB3P16PXrKjmWsIFRoHYNlNEKLjnOyb8K7lvwcmCMud4PdDiN63GLEfCX2t8Bq0Px8bspQGpXEkY+tCr78sc9GCr+tAljNYn7ymL55OezuGk2dhJHXOog240ymh4On8V/F0/sshNY49DpFThP35CeLKh4xnLsVLs38Ifx9steZQqh9CSl2OmJIDpTEochKZ2GoYZgG5+HpIVAcTvCFerYSCEBmMNdCyKiJZS4TsiIJmaw7MKdlFVMhSknOLAu+9m3yH/1+OM3MyYssYpzCdKOLz+0dwf+MbeKD6FfcY266DwUSteQSeGLEzftWuSQHh8LT6+Dl0UUKviHJtnzhGWrQQtZP97s+85Qkn57tHOGFm55ocUfNe++eS8FJ67Wy2prAj/5WOX56OaLamMV16RBhwjnRVEqPpC6EpE6gb07BhQ5VSOFF6CNXGEUhSApel3oY9zTmP00hU5JJbAHCes2nmXQOO6+nZuLf6BVdehDFDhHVP88SGbgjfOc1nCCwk5HBq9GsmMi/AJcnfAMB3i5ri55tIfS/aDCbmyo8FM2V83lSHEEyI0sb5cMAHa7G6UxQlDnsu/cu5UBrn2WN9egcpjbeVsukOLvPRvW3eRNUpP+DAsirotcj8QlBt7EfDOArGmjhiPYmcRpDUokrHcWI1mBnQyOoN3iJisxYUKYGw52MzA7ZdR615LJQ8fbTws56u0Q2WVcHB+i8X4dFjmCk/iqpxIhDC4qG1fs80fz/U1eW4PvN7WIoQpiKPeEK1EW0J8rWez2CwmYmR1DnYikvxk/pX4b8vVRkBYyZKxmFIVAMlMhrN45it7IAkxVGo7UdcG4emjMC2apClOAhRoEopIYjKuW9JbUJ4jiykYquhSilQGkdMXQaJqmgYUyBUFf1FcjcTPXOjAVhlBqJSkEwcv7X5GFbHL0PLnAEhOiQp6SZPeN4rb65clrkEr8m+2b2mIxPCC9tzSFJabLr9fU4CleLCg9VAXB3FZPZqXyKH5ZvvCbr31+hxKlEtkCFr2xXYzISmTLjPyitfFpwb53+GvMKFLCWRSWwSn4XVrT5dYYNXtogLHqSEkeQWnEkuw9nxmxHXxvFY4bNoWVXIMldEyMTX4Xc3xKFByN4QFYTIKFR3wd//nXV/OHU29pV+7Hr6NGUCF2fehaS+Qvw+WtrmlBhxurpc8IMWgt7qRZ4O4Fpr0QNnqvQA7i3+XwB8t+3nb63P3YRsPMwz0h8YbF92pOOWNQRHpP1Z+Q00/wKyOO+WbdegyMN9/47ZBswui34qvrEt87OXk/o9d52yJrKUhSSF8R+J4C/4ZV8WW8eTYab8CP58719gpvxk6BGO95Rze/ozgDx+IE/3D/dUMlhW2a1T2j0TShK8tCAhujdjg0KV+8vK7QRDvXkMmpIVz4XBNAfD3WvnvDJm47plCahK//12PihSAgl9xfwH/opgS/qVSEvL8YvG10Q1CA/N1hRsu4G4MgKJKNzDJrI1hxNnoGXOoGZM8+QgIsMwS5CojnrziFeyizVxovggABuESGi08rBZC7bdRKM1jYbBE4JsuwbLLIHzZRtcf03ye7E4b4wQ3WeYEAA2Hps18POHV+L2by9H4ftT+JOHxvBs6XaRAdvgXhXXeOvc2Bwt/Ayfn/owAILh1Nk4I/1S4XX0yPFJfQXOzNwMbjQ4ottEeGUpCFFRaTyHI4WfArB9RpUDv/eQc/Sc+YPSOK7NvB9hcxWDiULlKbSvBzOlR7ElcZMw7oKeSb+DIXpTFHwGRuuEuA46rnUysNDIHiEKCGQsT18qnCIWTpTux72Vz+Kx6jeFV5QhFZtETB0GpUnky0/h289JeNe6BM7NvhWZxCak4+twSfrt0NXloDSJkdR5sO06mq3jMAJlygiarePY2boLNuNjIVyCRhw9SE4cl1PIzRur3559G6awF0cKP+npvAl9LWrNI6e4IDTHSGo7ZitPLXlbLsi+Hc8Ydy+a98AzreR5uFZLr/kVxbdaGCRQGsMbRt+Hr8z+a1d9NCczLJiO72XMOpwX/+QX1s6YNgnDLIGACtK/fycZVgpn0FhIaZ3Oc4RPngQbc6/Es/lvI/oe+HPhXK1TzUcbZF/qcpWOvnMy0Xt5soWce6nvyS0RJ3iM3HOkwrZq4HIiUiCUlEluRlIex/HKozDNPChNYHn6YpSMwyjV9oizOmPM68eKPALTLLiGBCF6ZxKDCL22t0+S05x3Z9fEc456LgSKPAybGVCkJP5o1dvw14c+5eMM98/rjRpH7fxTXV2OhjEFSUq0zeHOnAPRZickxzxBdXfh521bkb0GRwp3u/fYS0k1XtYvj/ZSXPzzmcB5/OejNCl0LaP7WS55Noq1PafBfBKF4HvVlAnoag51YxYSVZFQx6BJGfeZOvx7Rc6hZc5iNH0B7r30POwrZPC2Zx5Bw8pjtvwEssmzUG0eByUyD/2zJhL6GjRas7CtGiQpKbQJ46BUh2nOgRA9Usx5oEbcS7N/CAsMtxf+pq/fdQOBjPOybxYVG8KaKmFccHamir+MOGZwuDTzbjxS++aSZj3+P3TCmUwWt4Nb+OKlq8shSzHUmsc6Jh1JSmMocQamS48ssn3h4BNivWMi7b3O4fwYSW3HXHV35ESR0Nei2tgPVRmDadX6UodfCujqcrSsyvOqpurS1v7tqyXodRwsxmgnREdcW+YmK3gZz9wQ8/ddTrngemtMeMlVeQiW3RByIbRt40xAaSLUUOA1U3n4Kfi9d9+OzhulOihROzaCMW0SEtVQrR/ESPo8TJcehLPZlaVMKEcxzChyvD/9vXMJkpSAbRvIJDagUj8My+YlxrzzOZ4xJzFpaTcbmjIBBtsnc9RpuCryCGxmBDhgXHA5vE56Kr4R1caxUz6XdIMkpWFZVQA2ssktGFU2oWgdQbF+EM3WFBL6GhBCkVDHMF1+kicfMBPpxEa8NP4q/ON1B2E0JbzmzgzuLf0bwEwkYqtRN6ZhWWU4BnjYu5PlIchURza2DhpN4sDcf4a2caDh1B+U/hm3F/5+kKcEg4lHCp9CVAcdSZ2DOy84D78zfn3o91tyb+AaNhHaaf2A0iR2WT8/zQy4xXF2ni/lh/gkuxgtucWhYRxDy6yGLmiWVRKTfLiXK5rP0Ft/5JOc1bEQyFLKXaz6fY+EqNiUe7UbbpkpP9p1MnUyaY3WiVM+6TrFycPFiMmiEkCWEoocFao/2QjOpZKUbhPF9uDnWwX7cSehnkBGXFsNh5ulKUNotvIAbGH0+EPvwf5s23WMpLYBhHIaALPRbB3nhh+hoFRvG8dM9MPOdYHBFCr6/n4qIagV1xLVcihMqwRH94zSJAhR8drcm3GOegMYTJfq4CZmEeqjcfiEbqV4SEksc0FGO0/maKBQ2Rk0GIljoPLECQKCS9Jvx0jqvL6v4babxjGavrCr/qpp13BD8q2+PuCPXHCsTF2KmDoqno0ESnklgighd66v2e9csjQyO2FrBA+V2wBsEEjYKL0AZ9Mz4JQkVJVRVBv7UWtOYbr8JOLaOFKx1ZDkNEq1vfhu+Uv42pNr8Io74zhGeXlLBhPVxhFsS70aueQ2xLRJrM69uOP6BDLGklvRsio4UX4Es43oiNxAjThnsZkPTj24QSBf24OXPrIP/+dAuKF3vroWcXUUrx39IyEkuRjYMHsox3RysTjPD0/l77Xo+0KvEZU91euAjDJ2ejOC2itTdAOlyYhnwboY7+HCypTGIUkpofIe3rLFwLIb7iTY72RIqY7fHD9LVM+Iasup1SWLgtE6gWZrChLtTM4hRHE/H01feBoYdJJrYButEycxy5T0nA3JmIly/eB8R7XxcuyODQ2DiXrziDB2LJwTu1nUgozQvgvoKzLMVnaCMQsMnniuYziNJs9Gp77ifOOfwNFH40kHlo+LbcG267Csintf7xy7CWsy14AxA587/he4t/gJ3jLmZL/yrNV0bBXOit8o5gkKJ/vSthsYSpwhMmg7wcNjYXNhUMNNV8fxwsSbxGe8kkUuudkNterKMBR5BLKUAZXiKNECyo2jbecLfx7hoFhDtuOK9Lsif2tZJXw3/9dtYeng+fblvy80MWMYSZ2Ddyx7H4b1jehWM7Z/LA2Xrn2NUJUxJGKrocpcQ1OSknjWuhcPWg+j1HgOhjmHllkS8jUN2HYdlfpelGrPCM08AzZr4b5pYIoeRJ3lIVHdTVB5pn4HbNHvzsY5eGHmdwJJLiAypsqPgTFb8OWjub+/ojpxfte246pcnB4ZAGzL/joOGg+cIi2y5zc0ZaLDCJKlbI+LWjRX5fTI4OvsWw7nxjTz6OTgeccsNLSWTW7FCuUcHGk9jkr9cF/GwfrczThQ+gnOSt2MvfWfodacbwH3Wnx6PG8/CM7KvQ67it/tMCpi2iQaxolF81cX854G8fuFXnNr9vV4svD5eY6UoKvjPWpC+ufSXjmgnj5iO3R1OShR3P7n6Lk5iGkrYFhlN4FBUya88Cr8IUXuTWTMDPWUy1IWE6nzcbhwJ9blXoZ9+dvAsw2Tvs0PQSaxGUWRPUhpElen3o67ih91DS9Ht48QHRLVxZgjcPixlCZxfuoNqNISns5/Gf7xIstD0OQMbNZC3U3uCIaUOVWB1+Fs52NyXvgxMNbgNYRtQ4Se/WtclM6jinR8PUq1/R3vwcnu5vNUdMZoKr4RteaUCJUSURmjk2vt9HVJSuOc1K+BguDhwmcD72qpMYjxel72zTjKdsG0awEOPIEMKsXd+3Y0HC2r4hr5Do1AUzLYSC/FA6XPus/d4ahTokKWdNSbh13eqCQlXM7outxNOFD8CWy7KjiONHKjfookRpZ+h++9RM99v1hcEl+DEW3T/AeeNlhK13N/enHN1nRHe3o3PKIWi9PFoOjsWwymWHyo63nWlFH0/syc7LTwjdSwsh5n0dU4V7pOZDB1h6M6vi3767hA2gLGTDxZ+HzPBpyqjC0ow7h/zNdnO78noKGh1WargPaajQvJil+sAXYqOHAMZg8GHABYMMyo2pxR76KX2rnCAwZenD7sXA3jGBqtWTjhVyaMEud/lMpIaOO8ggBkNFvHYdk1X4jSrwcabsABfJ45XLgTBDL25b/v+50Nbx5jrgHnoA7O51LlLC5Pvd2XzW6DwUZMmxT6l44WHMXjtW/j2fKP0B6+HYpvRLVxyGfA8acDn6PEaJ1wjVhuNFA4Uki1xnPgHL6kCLU24dXcpm3/BiFJSSSViVBD2rIqIsM73MhyDNhybY/PYGM80zeEj+r0dcsq4ZHCp/BQ4ZMd72qpMYjxusf4OermrK9KhZiPqQrLKrml2dLxdVDkJAhVsTr3YqjKGM7K3oJhfSP+bOXLsELKCg8cjzw6hm/LnHENOA6uE6qpY9iUuwVZNo4PrvkAEvoaXl+9izLBQD1xy7NX4mjhXvT/wriHYnv2bdhj/Byl2jOnZPc6P05GFucgsbj2UhrHUGKz6Mid5GFONl5MNYz/DpD45C8MrUH1aQIZmeRmlGoHegqlXpv5AFbocVwzwbC3IuEv9v5lz21ZGkL+4j3jnHQcntggy0NgzHQnXC7H4AiwPl/G768KJKHh1r4QeRmV7X1hNH0h6q05l39Ub06LxIi2eYjoIISK98u9g5QmwewGGCwo8jDOTdyCB4v/GmhPp0fcguOJcvo7wL19XFeTulUfYtokbNuE0Zpx2+5kxbKeDFynDe3ezKDX0gnDcw+gJTw2TThZ4lzR3/B9Dvi9ac59RXlCF5N93Z6scGozuQcLXV2OrfGXYmfjx2DMRlwdRlpegaPVh30ea39iDQUBQSK2Go1WHjF1GOvUy/C3m0fx0V0UtxU+4obCVWUMtm1EOjAcr+mV6svxx1uaeN+TdRwlu2HYFZwo3hf6m4F64l6TvhrKgnhnvNM9VvoSynVOoA5bMLju2mC9S1zRO+v+fX3m97A69xKEe5r6F7o9teilvU6dvk4P0bL0xbg1d1PoORhMgNmuwOX/AxDeZyyvhmMPRlCvCQqOtlMneTuIkdR2qMoY9tNncf4wwa037sMHLtmLRGx16PGh12K9lCzicLSp5uei9W7ARXEqbbuBdj4Rh4S4OopXZN8NbkAECfH8nMmTwpfjz2Mw/N/TA+GJOrnk2ViXe1nEbyyXdyZLWaE1GPzef35K41hJz4Fp1VFvTqNS2w/LbkCSUqJwuyfULUtJUKKKmqUctl1xjTKJqmiQWqDawLWZ9+HFmd8XV5OFN8xn/BC+QY3rK7Em92KMpc+DKmfdMXBV7PWYTF4MEFmEFXmmq6Nvx/tVkLs3kbm87bNOY08SXDrHI+olZzj6np4AtG3X3X7NWFOI0AafJS86LyGX3IwwLMtcAl3lIuOeyLDTRi6kHTX2/MkKspSFpoyEVHzph7+41Oh1nZJwTuxmtGCAEIq0vhLXai/BdHMXmi1/BjMTZbB4v2FgqNT3wjTnUKk/h33GL/DD43HcVfsCuJeZG9HnxF+Jm7PvgiKPgG9iZGG48cQixixIVMMOPI0/eNLEfvtBHC38HK0uXPyBGnH3lo7BWoTmi1NqIgq3ZH8zIL7ZnYzf20tLx9fjsuSb3L+fIU/icOkXOFUGmySlsTH3Kpw8UrklJrHOez1ReRL3F6cjVfG5AO2p1+47fbD4PuMZZWHGSXd0CtNKuDV3E2LqMPblv4+/OfoL3HP3CqS2SXj72BuwOnd9kEw7ADgL3ar0FQM7Z1SYzOWpEF50nJPkuZelVHsGD1oPY1X2WqRiq7yQlwgrc0/NIAnX4ZDkNPzE7uXZK5FNbl3y6y4dWIdXh0CGZTex3m6nmvjnMLHoE4qUzDfjRFQj8EOWc6BExd7WvZClmLueMNaAbdVQa82Id8nlNUyz4LXDLenmiFxbaBhH8XT5u0i7wukWnmA/x8smYxhLXyw2o/5wn4S4tgxxbQVqzSM4WLgLs9Vn0DCm3Lu91/gO9hV+wNtkV9o2CRZsZgaS6CiNYRsuBiEa1uRuxGT2Wve5+WFbNTDWEgZosPrCaPpCt9/wUJ5fqJwKg4Kh/Zlr6hjmyo+J56MHxvuxwi/QMI4BADLxdSBEQUxbIUpwKXhR8m24If2etnNKSMU3wm8sakoO/771TfjwulvbjmWB/15sebDFoddNo40pehA5lsMm7RpcIV+J6VYdDSMPTRkJvDPP+xk8P2MN1I1Z5Ju26DdO2B54qPhpfK/4SahyCqoyipXZF0Ki8UDiQsPI40DxTuzFY5ir7gII9Ykkd2KgRtxDhU8OQLgvmmv1ldmP+nRqnAkyClETdNA4KlZ34mfFj7t/HyrccQq1pwguTb4ZU80dkKTE/If3dMb5pVWCndEDJTLOTozgjNQNXdPPo678/EP/htPC0Ms1bITXmo2Gf2xwWPiHQ/9blCMDxrAWTYuiecDA+TkT12gXQAqp0OD1GQm55Nl9tQHgxhXnHp0MWMKosDrqJB8q3AGNJPGa9CuhqWPc2+B4L8BOyji3bSOw0cmSFRhW1vf8e//Ct/AqN+EIViZYHMr1/fhR8e/aPu1cOE0zjyPlB6Cr46BSHKPJs0FpXNwbgWWWQIiMUvVZVOp7ocpD7jzPwFCu7UMittr1BlIpDtMqiHXHDlzXMXosq4xiZZfbhunSI9hRBFTh9eYeK1GfFATNVhG1xnM8U5a1BLfVuReGcu1ZUdcyKUL1FSRjqzGavhDrci+Dbdd9lUQk2HYNPyr+HRhrYLb5LIrGIfe6zgbZC+k6HrpgkkGxfhAVkYFKiYrx9EU8AQIyALtD2Bfg3rWR+Jnu34w1UTemvb/bvIE3ZH4H9eYxlGv7wJiB2wofwX8V/i4QbZHlDDQpBf86Kks6RrQWdhbRNTLjFXD3jumsAHPqQIgKXV2Gw+Vf4gDdjQKZwg57Px6zf4JsfC0ysdWgEu+rfFxGJ2tckngjGhaDF+KPuRSxljmDamM/Wq05FIyDMK0yWlYJmjIBSjXUmod4RmqP89NJSWzwl/+YH1HeDMnXCTgsM/omKY2FuLWB05W/xZ+RgnuKn0Cp9sxAF5j5jYFw75HRmsEXZj+L3eUf9uFx4+WpYtp8ZYVOxzBsr3yWhYNAhqqM9nAk8xGXF39VAHi08DncM6PjjofW4IVrj+Afb96DcW1Lx9GSnBZluKyAt+rUawq214Zskxdp11oiOvYW78Bnp/4RNjNxdvrXMJY+TxShXnovHF/gg2GQp/Nfxt78d3s+h39TbLRmB9Y2AIIcvxD+ctt5XI+8f7EfQvjizKAr3EslUR2z1V0gRIYiJUBpAgwWbGa45d94WS7Dd96MyNLkHEcuxOovzu55XK9Wb+KZpFIKECXnuBdLwuemP4vDhTvFb7hmHSG6WGSdwuTz3T/XKuRZribOJJehZB5xz+n/lxupEir1g74qPJbICnU82N54j2nLRMiN34tpVZDSJ6HII9CUHP505TXcCKcqwuYsWcriwtSvYwxrfW1mrqc/oa/FmtwN7vH5yg7cUfmUz8vJ75WAIK6tgCSlQYgK05zDTPlx8BJnKiiNY41yEXTJwn/MfSVUE46v/cS3hngacy2rihXZq8Mf9UmGImfRbM3AMks4UduB58r3oYEK1kgXQKNpGFYVllUVWpndnFUSVihJ3NG4A1528QrRBz3E9ZU4V3mJEGs2sSVxE1Q5i1xyGzKJM5GvPAHbboKxVtfykifFiFts2G1j7lX4jfE/7jhH+EDjnjzbroUTYSFjLH0xThfr3wGDtSRJAv2JTQaLwjOYGI6dgY2p69G70UUBZqPRPA5CVD74RQgriFNvTC+lNl4UGMwQj1kUBvOMnDCTJKfRtIB7p1XYFoVZp9BZp8fXNPOYLj0MQGR4irEiCWFhLmi6OCRj692wUu9o3/labd86YSjxtwh3mVYBRusEHi9+CeXGURRre+BkDS/E09hza0PFiLtB6FNFhrgHPWZ6Df+HhEXdz/3zaPv9OtURnDA3R6V+AJZtQKIqLLsGWVRrSOorfBscvjQRSFCkpDiH5WYiS1IKBDIUOQcCCbKUFOsDDykymPhe4R8A2Lgx/S6cmb2Fn1UUIq83j6AdXkTCn73q3RMhKhQ5J/htgKYMQZLiUKQkqo0DeKjxHTStshu690Bwfvw1YrFuXwfDn7/lGq4SCNWhKUNuqaZGaxZ/cuDbIkvVqbNqtf2+hvuL/4ZHC5/r+A4AmmZR0IbcXwiOqbgmeI1QLk57CIyZiKnL3PfgcfOaeLL0dbziiXtQbRxD6OYochwwbFSvwu8vb+cLnhq0WnNgzIKuTaDRmgYlMkrmEexu/gRTlcdRN3oTnCdEgs2A2coO9zPbNjsSRbdqL8G6WEpknxp4ovwNAECpfkA8S4AQBcnYOhg+2kA7TpHEiAM+sNPxM7AmdyOcSawdN2d655BoyrhL1vQPEJ7FpILBRLF+EHFt1WIavgQ4eTo60QhOWoCEw4U78XT+a+itbbxYtGM46uoY4to4NHUML8i8q6+WOALEvF5dL0XugwZoL0jFw8Ja7QvT4DyGgzMaHUJsb4R5Hm4ksO0G/qu0C5+a+Tou/tkBvPq7E3jOfNQ9ziP7c7FVSUojoY65ntyWOQMCGVck37roe9HlDIbRmxht2LXaeZpcfV9yF3eO4LtjrIFa86DYRVvQlBFskC5dSPN7AiEU2eSZ8x8oMJl9Ia6K/7qQkzidEEw84AlmfKwH4c23XjjR4S4GjW/TLMC0GqBERVwbQ904hlJtD+LaGCTK60Ty8DdFy/KSd1Q5xb+3alCUIbduKt8YSe75AYdj3cIPSv8q5jDmC73678jpL+0GFfV9RsCYBVnScZl0BQCCtL4SYDYMcw4AQ6M1y0ORHXMlw33FT3R1ZHjCzNwJYbRmEddGXfHqllmBZTdg2jUebq4dEELFzRCjkbedUg2IUJgwzTnh5PDGiG3X4ciB+Df+cW0SCX0Fas3DAYOM3w8Xo50uPRTxDDu9jH48Uf4G/se+L0R+f/LAjWVZzsCyDazKXI2Yxj2hupyBJQzcTg+zJDymQoKEqFDlIdxW/XLg7DGFcz0Br7892bgNv2zudo8xrQIaxlFYVklkr0oYS58HSuSuSiGn2Ijjnf1i5SacYZ8FgFvDABckdUKwHz/8z/j8ib/tch7voTZbx0OEKwnPEBSDaFlyO66OvXYwt/ArAU8rKTiYnCLTuZ5IqZTGAoTehnEC9eY0GsYU7it/ri9iq2MIJvQJpHR/aDbaqAqfzKJRqu0O+dQCpTHf34MLuw1OooMJ73a0dlDQqCWQpBRsu4Zd+a+hWN2Fi+kl+NMtwBnSFe57SejLMJE6Hwl9LZZnr4QiJTFTfhSEqu4xDCZ+WvrnBYd6nQlstvwEHi/8u6+t0e/OEzT13r1ltYUzxOJiWVXfwtX93UlUwyOVL3c9ZjFgtoGWWe2ZSnK4cBfuLP/rAPtJEAvJkvX4auIckITRAvjni44SXETpauh7NVNV5Cs7fAZBS+geCgkOZoMx0y27VTemYIv6k5nYavGuPc8RAJ/3HwCoWBCjN6Hhz5vXJM0lz8bFmXfhNcN/DMDGuvhVuGycZ7NOFe+DaZV5CS/IYMwQYdDhkHuXXA7ieObSju/Xxa8SdAX+TJdnX4CXxF6JjdmbuMCxXYNtcW02yyyJxBxR7J7Qjj7GvdC10DliS+4NwgPd2xhutGbxAvUVSMc3uOPe8646JgQDs7vNR53QlAmsTl+FWohXFDi5kRJJSkCW4u48UrfzUGkCGXklZsqPwLYraBjHsDx5Qdv6YGEosRHnZN/I20xkXJP4dayJXeZuFghkVA2vWovT32rNg9iV/2aXVtloWmVcoNyIidT5kUcN1IhbaCr9j4sfx53VzwCgYDAhy0P4w8ltyCWFYWfOuN6EQeBA/gf4QfEfBnKuXjBfZzwVYb0gosMqhOi4JfdbWJm5EtEGFP+cE3rnfJ9Tl1PVTYyzG+bKj4m6pA6iJuPO2qLzI/yeg+1c+A4xmjje+RwVeaRLGC2s33cfC5KUEBMLz9Tzcyx1dRkuG5dxx/EkHqt92+VtlWvP4mjpfjTNIhQSh2lzSQNCZKHDxeF4VmQp23ffdd5R8F05Gl3d7snzVK/P3Yz/teEP3YXLb2DyBIfwRJ121BrPLWlyA4MJy252CSd1/iJc828w3uCugqER73FV5mrcnH6b2waPGhMcFx0luFgDIHKb5yL4flvmjPCg8dJSlCbQsqqiIoPl6rKlYquhyTlo6hgkGkdMHYVtm2iYBTj6i5KUdNcfyyoL/pGjxRa87vbs23B95gORz4KD01vK9UN41r4P91r3AACuTqyDSoPHAQyaOgbGuHCyaVVC5iILXEeOhcpF7Cx+N8CfXMfOxYFWHjWWx0R6u8ha9Y0dQkGIAkq52j+YHfIOScecQoiO5faECA1CSLP4N/Hexs95brZdwY8rn0ZSHYc7/zIbG3M3Y3XOq1kettnqBsOcw7Wxs911vh1LrxNLXGNUldPIxFYjoS+DaVUwVbwPleZxHK097B1NNFSsE+C6cN6znireh2P2LoymL4Rt1/AL43uoo+Rufng5umPi6H5oRQyFylN4zP4JXqhdFnnUKfbEcTBYuHX4t4WiPXf1/taTf+WmRkfBCbkFLeOwDtS+EHemyS8l5uuMspw9OQ0R8Drg/EYxYy08YD6BupVHVIcjRBE8qXYhTgpZEIklqXcv3MmHFMnzWoyB/YL0O7AsGzb4fMRhokKWhzCW3IZbMm9AeP/tf5jaVg1Plb/d9qkEVRmDYRbwqePP4KNHPiNKoXnvzbYrMM05HMzf7hrktlXj3CNBUOYSA4AqZ5CKrxdFzxcOh8AdpD/wa3VCwv9YtRUX5LhnXZLS2JK+pc0zyNr+5b/zQ5ayXTi1gwLhIrGLXoyWjmbR6SWUApvxA/kf4Ouzf9V3G3i4Xw6Unbs2835XD8tZ7CUpDUrj0NQxqHIaDcPhi0qQ5SwyiTMRV0YxGb8Q2dg6yJIOwywjpS/nsgyEe+C4R8wx3hko5dptnXO/BIUpUObRt3RkPM5MvQy3pF6Go4Wfg0DCf8x9Bb+/+187ngeX6rBBQF3Dsh3OJmOu/FhHn7DtKtbnbnLfx72lf8FzZAeOlu6DTjK4NvN+33ODG1WyrCooTYBQHZdl3tlRL7fTy2XjzvL/dc/FN2ed0Zf2jb1pzuFo4We+e2FQEcOhwt0dd9lrX2HMwKenPj7vOj9o8CzU5UjoayBLaejqOJbHz8dc9Rk0jDxsuyZKvDXdChvp+Bk4J3MrGkZe1FPlpcjW525GLnk2qsYJrCMXACBotPLYX/hhWyUdq+1fIHquCWoxzpWfxM5mNI96yWun9lp5gWdydXpqoj7nwTOp49yDqPSgKROQpRh33S9aMgUAJKzL3YgDxZ/ghvRv478KH3G/oTTpEhtPPsLU6yWoyrDIhOMdTpaysJkR8iyCHBTvnAD34KiQpGSbd8456nSsyLEYdCqwJ2Pr0WwV0TJnfMf4DThJZB4tAyUKVCWFQmUHOt/J4qsMEKIjpo7j2vjrMKIp+NzxDy9g7PB3yyc/HQ0jD8MsIJvYhHzlibZju1Vk8OpNAsBvjP8P/LBxJ6aEIrksZfF/NvwOfnnCwPfyf+u2SZaHYFk1bMjeiKJ1BCdK92M0fSG+c/bluPaBr85b/5PSJHRlGLXmQS4PQeQQ5fTFV5LoBadD/6c0jg+u+X185NA/YVXqBZiqP4Wr9ddgP3kOOwvf9Onw6VDkdCAhJ7z9RFRmMEAg87HvSy5zVP2dWpBOdIUn3tiBOdCpSBBTl0GWdFSbx5CJr8Nc+UkkY2tACEWzVYTRmoYz1wTnUKcuKffyjqTOwVZ6JRJExW3Fj3n3Fvke+Jhbkb0Gt6SvwD8+9xEQIiOprxA0DI8rJ8s5N8uUEA1UlGZqP7fzN+f55lCs7oQij6Bl8g2yv9Yvz3jl1QAkKQFKVJhmAcTlC8aR0FeITFcJlMbwovS78JB1J2bKj/TcB8Lu3/nMq0LRu9D3qe7TvSDYV5y5COBlzWJgzMZw8iyRhetVv8iltiIpjWGq+gR0NYdq4xhWpa/AKns9jtOjONx4GC9Pvg6XjVF8cN+XUK0fhKIMuXy6hLYMpdoe8Mxeza2+EWibqLmtKzk0jFmYVhEJfQ0kqqJY3YEwLLkRtxgQouOGzO/gtsLfwJv0/YMTANjAO082uRVJedyXgt4bZHko1GABCJZnr8Dx0kNI6itRqj0jPpWxLHsZZqq7+shYPBkgLpmdP1cJspQKXfD8BZwB/s6cSez/oR8sZTko/j63Zl+Pd06uwV3HTHxz9sMLuJ5nqHqljXqo29qxwMItQ9N+Xuf4F2feh4tGYvjL/f/g9rvJ7LU4WrovsJkgkJFObESxuhudxheBLGXc3/Nah2tRqu095eXi+OI9M/+BSwqCqzPvw73VL4gSZRXo2oQI/QTLUvmLfndDdL8Q5eccnpvrsSFQ5GGYVsU1GBxj3ekfvLxaFYqcg0RVEEJFG32Zo5DQrnvm73eSlOZJVlKqzcgJH3fciKpDFlUUwpQOnE3aKzLvwIP2YzhY+DEkKQnbbvj6KD8/ITrOydyKxwqfgSxlkYqtgkRk0Ra+ofOH3S/LvBMSJCSJhgesH2NOSLE470BXl2Nj/Fo8Vfw6ZCmJhD6BQmWHa0QHQbApdwsq7AQUEsfB/O2+dqmCLhHurAiO03CEGXvPF4OuHbKodWozEzYzhIQNz4a2rDL8xnuwP3Bj/rGrXgeJ2nj1Q+Yr6kYAAQAASURBVGXUUcKRyoNotqYwnrkE9dYcyrW9YLCgKeNotqbazge3PrVpVaApQ0jrK5GUxnCofC9aETbCgI24Qe9iJWjKqAj5cOSSZ6NuzARqmIV55E42VGUMvzv5Tnxk/18gKLgY5WFMitp3Jy+sG43298Z3x4RQtz6f8zlHVEf2wCdBzu/hxm2+7bf/vTDfpEZpnBe/JnTgXtlsciuK1T0YS5+HLbgEdxX/AUtlwAT7Ox+bkpzu2NzMtzjwBbg3Q4tABqFqxzjbnn0b3rNqHG976qOwbV56aVXmahwq8rCQbVdBaWxA3vZTi14WTf+YdJBLno1Cdfe881BCX4tqY7/7dyq+EUPaemEQdGtLcM7gRoMqvEzeXOBvm0NhYDChyCOgREbLKiGuLYNhlmEzUxh5LQA2FHkYjJkwrTLC+osjZXO4cBc6559ua5YXcu2UBxHZiOBF7HV1BA1jBoTIoESGZdfAmCWiGnzxnchcjqniL10vl6YMtXmPhcYdUfDm8T+EJhF8auoTkIgq6rQ6nDP/s5Tb5mj4jpGQjK3BNfqr8cEtBr59OIW/O/hhH8c1LNzc/dk4xq1jgAPMrSXrX6ef35AwkjoH+doen+HW+SzS8TNcryylcbwi+z78/aUnkEgYeM0Ph/Gz8qcE5SOJLcmX4Znaj9AwjiKhr0XdmPaNRQJNGYcsxTAROxuzrb0o1fYhoa+AZRmwWQuWbcCIeL4D5cQNpspAUJOo2ToOf9WBfOXJto7P0K4P1d81BgOjdQJ/c+DDaH/RZ6dfF5rwEVNHXd2tU43O98bAWLOjDBrPOJN8v0s5/9VxTv9iwcU6T1YZM6f80umF+RZY2675SOMO/CKmCwF/FhllEpekfxNJOoZ7a1/GUnqgPHK2BE0ZjwynR/GG3K9dWYr5xzU34DqTGZ6sfAfv3f0lt022XcOxCs80U+U0CNFCfzcocEX/kyOQ3MsmlhtOwbE6rmwGpWqgnWF9rto4EPi7XNuDQ/kfz9MWAkpjoDSBzblf49+xFhgz2gSvCVQ5DUUeQTK2HoTqSCc2gtI4YuowViUvgyKlUW0cQcsscD0zt1QWQ8uchWkVEJWdfqT4cxwu3I2Al87lugbHgp8Dy6sP8I2EU2jeOYZ/ZyMZXys8g4dFeMyGIvNnmYqvw5+tfac7H82KEkoAz8oF0Caf5BhnMr489xn869G/gWnOwWjNwMm4TuhrXA4ppZwiEXeF1Z37p+LYVVitX4JdeBYqtXCwbIpwtpfJG74WOtniQU1AAhmXp34TmcQm0U7OhV4bv0J4lbynuLToPXliYbAwU35UeD2pj7MLl4cPAKbVgCIPg9I4KNXxwmUyCrUY3vajFbi/8Q2k42sAUJjmHKaxHyl9Bc921l4heHX8PiiNIaaNgBAKE02slM/DpsxNXDtRmwBjNmQp2lYYqBHX3d0uQZaHMJLaPt9ZOj7hmmPLfCnYnUf0ZyAszSIW5kF5rPDvobvcamN/SHjy1CD8vXXyshyOmzNIvd/5BTG9ic5BeMYdfMcNctDboarhzz844aeFgiAVXwdCZDTsIt64ckgUcQ7bzS1+QiRExQsy74EsZQDwrLeb0m9xF6t29Oo5V+RhHxk+9MrCSLPFX16/c8rb+PtyszUFQlTE1BGuoh4iQ0IgY0X2mp7a1w1UhP4GAa6D54+MLOSdBUnnsjyEZ/LfgmWVAl6BmDruXdenoUYg+5JY2jfPktCPk0BpEqrC9QVtuwmJ6pgx94DSOCQp5ZaIcrxyBJLQf1OhSAlMpi8DYzaGEpsxom2CzhKglCdKECJDonEE9c+oaBHvU3FtNd6x/E95G4geolMX3v80ZQIbci8X90TceWR79m3Q1eVu4oSz2UrFN+AlsddAonEhBDwMQmQYZgmMWagbs/jBVMFtX8ucQTaxGQCBZZWQ1ldiTeLytmfNC6s3jKNQ5axrAHI9OBm15hFRT5afo9Y8grqo68oT/Dzjq9rYjx35L+LZ/Ldx5f3fwjfzHwPPVK/6nlvUXEnbNiAWJDmNfeQplKrPusdYVhW7it8FpQk4ffKs3OuwKffqiPMOAr0nT/D1SGobOyHHuVWlSOCzYD1qTh3yS4TYzIBE41iRughH6wQ3PvoEvlf4GDbFrkWlfthd+48Vf4nZyg6kleXQiSK0D/l92HYdMlGR0VYhy8ZxtroKK+xJVOsHQQhFQp9ARl8T2faTlp16eebd+OzWd+GG+A1YyKLdMI51GAOeARDmsfCy6AaB8BJeDiTIUtZV8g7iV8GgALLJLfjfGz6AS5K/gU4Dz+tGTqedf5EW6d0DWuQ8nA6iyVHoZ+Hlu/+Fe4oYyrU9wlAB3vv0R9t08fwZUIt/XowZOEL3uRlZjNn4z9JnYVo1jKS2Q5aH5p1I/XCObZkzKNf3dzmSb+Di2ioQokJTx7A9+zaRpRe2Y2dgrIVy/RCq9YMI2/xJUhIvT16+IMkkzrs7A5TGYZrFBVRtCD0rT37qkGXpB50lyjakrkMi1p5ZzAJhU+eazvtIaGOBY13vEYjQj7Ng21Uhs8G9WJqSwWz5CUg0Dts2uJRIa0545VrQtQnochaUKKg0jsJgNTRbRcxVd+NI5UHsrf8MQ7GNGEudC9tuwrRKIopB4NeHc+5zMn4hZpsmWmYB3Eifb9zxfqIpGSjQwA1WyTWKdtV/hGZrzj2WQEZMm0RKXYYfN/8TplXhmbhWBYyJDFXYyMXX4/7ql8BYA07VGoXG3GjGidL9eKbwPa8VVA+0tWVVIElJXitWcP54KLTui4hQt48pUhqT2ReG3C9DvXnYRxuwQp6bc3eyiMxYwnPrrbOmOYfDhbsxnDqbZ3eLmsW2XYNtVwIRnb2lO+Z55oMH32C09XPC74f38+hsUBCKjdmXu5tQQjQwMMS1MZybuEV4eZ21yq9XWULLnMFV6gX4Yv4BHC38DIw18ETxyzCtAmQpi5g2Kfq6jeeK9+CO8r8FSskBDHPV3XiR/gJsllfg3tajKJIyVuWuQ8uuw7TqONElg3dAnLhOTpUzuB2ugyxlEdfGXVL/fCBERTq+3i3evSJ7DRQSw4H8be4xMW3STQHuzPIk0NVlaBhT0NVxrElcjl35r/V4P/1DktJYl74Oz+a/tWTXiLiy+HdpDRcv2SOMVxJEt8w1INxj+XyCV6x6sOHhMP6knzvGjQq7r+d3QfbtmCFHAuNmqcDb6mVcxbXVqBtT4LUxk1xx3ir0SXp25pYg/zKb3Ip6cybgWXQSi2QpC1XOYCR2Bg6XftHG4fG8D8nYeqS1FQHpBHEnC+bKcX6e7i6A2eQWFKt7FsB99ebUXsjlCzm3ri5H0zghkhkORx4tS1lf1CCcQ9bJg2Puv+3vW1eXgxCKhjEDxlpQ5Bx0lYuEUyJDl7OYqz4ruGUN2MyELMWhCCOh2jgEVRnmIrgiGkAgQ1GG8P7Jd+LrhUexL/9993oTmcsxVXqgjdsb5PV6Hq8WlmevwLHCL1zuGiEyKFXBmAmZxkWFiRk0WzNuMgKVuH5dw5gVfLgWIIw5gOHG7B9iTFfxlbnPoGEcC+FxO0ajn5IAAJbbBtuutCUJOQlBAKUJ3JD+bZxgRTxU/LR7bipKmvH2iMTAkPJf63M342Dpp6EJHLxtmhgPBKtzL8axyiM+BYNgn+Dr8pGQ8wwa3nUpjSMdX+dm9+vqcjSMKQAWZHkIE8nzREg9vLbrePoiTFeegG03oMpDsJjh1WYn1Jf8EUyWAjgf/sbUW3F75T/QNE4E3iulcejKKCRJRUIZx2x1F7YlX4Eimcax2mNomnm3Dw+lzsUa6QLsqv8Ipl0HAYUs8WzZevMI7Ig5YCBukG3ZWwM8JL9um6PibFqFng04B4R4btBK6zhKZlBCwD/x2Ha1Y5By7pyFV2Xegpuzm/u6dr+wrNKADTi+a+Au7W47yfZSWf1foxcUK7tEtu78AzN8gWbQlBFX2JEQVXg3l5LbsHiEeY+oFEevE1R7eahuiGvL0F5Oy794K3IavQvHco9BC4ZL5O8V4R4zMq9nirfVey615kE49UubreMdiuWUJts4SDrnRPmeAQHB6txLsCp7PfjGbDnGM5dCk1KQXKFSDtOc44acVUS9eQTPFe8GIRS55BbBPWIYSm1DXFsNRR5BtfEcpitPh3AoGU8y6RGqMubqDEpyWkQMuJeqWNnlhg+zya19ePe8xcbfBwbD9+Tn1tUhcCHScMV89/ru/NIlCcD1qHseC2cdcDLcuXGchGEW0DBOQJHTSMa4XE2lfhDVxjGUanuF96EC065BU7hxZ7Rm0WzlRejQQqs15xlwRMfvrv4Q/vWst2NFnOG58n2Bps1UnmqjWHh9lBeB56FTR8T4ROUpYcBxSRRdGeYLKo3DshsoNw6LcPxKnJ99C8YyF8K2DRhmWZTCMoRsiuV6zH5Q/Bj+q/ZDtKwKhlLn4PfWfAhbcm+AE0kiIEIQ3dlwAHCF0ptgdkO8e/5sVWUM6fgGEME9laU4ftr8Jh6tfj0w/zLbcLl6/Fn5s2Cd5AwZY/Ykr1gQMq+NZy7CWGo7HOHwg/nb3WQN7pV0qE78Xvi63CmdMUg41x1NXyjek42MMgnn+RiuF5ZAkeJo2iXB5QuuN5QmkY6vx0z1aVhWCYwZsIQdkU2e5XmiiUcrcOYxRR5BTJvEu5e/E2XLQLM1g/ZKNrZdQ9PMY416CZpWCVuSL8cJ7McLY2dju34zNF+Fo3xlF/aZv8RYfAtkGgMhFDZrYTR+JuL6yshnsWgjTpaH8N6VqwNeO/8OtvcdNxETrSdmWKg85Z2H2ciXn4r4Le9cUfhG4ZP45Mz3fJ9EkTlPHTqLxPP7UeU00vENwuAJw8lJGPA6s8fN0ZSJAOlzPujqEPKVXULgU0dCX9Ym1Hz6Iaz/9iOfEi45AzgheP+iLksxgFAkYyvRaWATaEqm5/GU0Ncgpq3ACoyD9uhRd70REUa4X/KhO08NkdUcZHnI5SqNJLcEJifGmogrIyCOCj0ABguHCnfjcOkeyHIOhlnAieKDmCreh1rzMBc6Ba8MQGkccXWUZ1ZTFZTqsO0GKo2jaLZ43ddXJm+CqqRgi4m6ZXJvSnt93n6y3Y3WCZ9HyJtSKY3DX0ezXD+EXqtJeKHCNjB7IIbcWPpi/0m7Huv19y6lqwKeHR6uczwXjieHEAWqnIZtN/liaTegyxksj58vMlbrYKwF06qL+qkGEuqY4FXaMK2yoBeI0KII823NvAZ/evlevPaqvfjwkZ+CwXlG/NoxbRRDqW0dbZalLGrWLNq5Yc6YlWgcBASN1v/P3nvHS3JV18LrnIqdu2+ee+/kLI1G0igOkgYFFJAAAUaARDLJCGMQ2Rjj5+dnGzD4YYPBZGEsMFECIYKEEAihHEdxpNHkPDd1zlV1vj9O5a7qcMNo4H3bP6y53dVVp6pO2GfvtdeahG5UUG9OQqAqYsowVopnQaAynq7+CjPl50EIRVPLQTRxbH5YCWMNTBYegq4X8HeLX45P/eVevHt0hXltCmYqjXAFBW6EKJDEAQhCgmORGd+wE4hoNmdQqu0HA0NDm4FAZWi6XzHHur6zRjDmVrbR7WPuy38llGdxsvgkjuTvdj0jwXx+CTDoqNYPgjHNLHRIgBC5Bco03+wRL0pdi39c8VZUzGguYzXsz99tf8/7Hr/vav0gJgsPBdAQCWBGDYXy857npmkzMIwGImKab8KZAYGqnADaHJOCkERTm4YkxPCS4RqG5QgAGoBj5vP4zupdyFd2YZBl8I21m6AIwAG6A7XmpHNOqiItLcHRyhNIqotxXuRqrIpcgCQbhCwmEGZzduIMo4aJOkWiBVvRmyWiq3B5/C1IRtd4PrdefrG6t6UjOJMZxz04f3snpUZzwscK7Z2MBCGJ1w38NVKx9SBENrFtQk9RlLka9+D9URaCK5N/jv+19LULVMnau/PnxuYsim+CIqW6+BXfoeVKT4GxGiQhDkOvoFB+nu8wX3DZsYU16/6896nbAtbWQM+VnoIs9qHWcFju7XMQBY1mse1V3EDkSm0/KvUDeMj4Xde4w3YFIe6263oZxeretufS9KKJ4bE0Fs3PtSw0kx5iovCAC38lQJYGMV3eBsY0xCPLrFbB0oEUiGxX8QJARFmE1/dfB1kaQFQeBGMaGlrRXEApFDEDSlUzvcX77V21Z5ArbeNkrMSJ+BlMm5dKUjf3m2FUuONigqO5M9TtmKMtu3rAAtX3Dp1wq7QQiJgub0Oxus/8rDNmzB8hDjNFGgalcSjykOuaup3SiypDEIUEKI1DoCqS4hiarIqYuohfiSgoVHbwaAfTMFV62tbJTURXgM+RnMC3P7ERsjSIFWQMP3h8Od72vZWYKD0FTcvaUTVAR6m6H7mygwcdTm02uehKyFZ24ozUO1x3wJ8FpVGcFX8jqBBFOrYGzGiAEAmiEEGhshuP5G9Asbof1fphaFrOrOTX0dSmzfuQQ2X0vn9wCpVtDfzqYB2URsxKV25WKpWAAEwzz206yIRCEtP2eFalQVAagSSmMRo9rQV/yaujLax4J9hNeJ9qLUzjx3JoBD9vKrYKUWXMjGY10WgW51hZ3972km34zyNbPYVLPJIYlKmwxpH/Hg2szrwSF6Tea2e8YupyXnGbuggqSeHS+DvwisyH8aLoNbgk+R5ElDGTKFyGLA1CoAp+e1TFPdoj4Prs/pQnMwtQ9oKrZXwVtx2J4PlCFXuzvwZjGjKJDbwSWxkEhYCGVkC+tgc5lPBM8WY8lf8RIm1UneYFE/eFE/8ONxyYwEP5r4adCfxBCibWJKxaMYx3TIAqD7fsFLxYDf57f766G4tHVkLTq2bFCKf/KFX3wE9k67YTMlfj2fzNC8gxRRBVliChjmK6/FybiM6xNAF9iZOQr+yCoVegyENoaIU279MxjuvhvE7npt6LrY1foFTdg1RsjY17nKs5LOfHDxedFw8UnI7i2LHDZhrGS75pqWWIQhyKlDIZ2rnZmqFGA4TyVIv1Lji+rh54vWNhEWUc6yOXYXv9dyhVd3b5K85rVa7thyoPod6c4Uz1eg5+/A9ggBmNNnguPhckIkuQLT2J4AKGJAyjhnhkKXSdL5S15uS8jmkLdwb0Go1YKPJn73kz8Y0o148Eko1b3IUOMa9lrf24FefoVzDhadaBxMko1g6hqRd4VZ6YgSKmoOlV1JtH+DvRKwARYWmNWilASeqDYTSg6UUQIuAjyz6Ge2dyuKfwFU6dEcoXKkASM7aDnY5vQKl6wF4nvPx5Dp6PE7Ie8TwHUUzBMBpgRs0kQC5CFDOQhQQaWh6anoMgJDEY34ir0xfi3/b+I/zvkdIoPrz0w/jS4RtQru0LeE6w/3Zj2nikixeH8PYKEMUUwAy8JPFO3F78KgyjZuPx+FrLVR/ca1l3mFST8L0n3kqvoxio9DHv+E7H/Jjclu+D1CmIikx8HaqNKTT1Ct458h6sSgBHawTXT/0cBgxoehXF6m4o0oC53nESaFGIoqmXcGriddhautG3RvP1u6HlAQDJ6DL7Gq/JvBs3Zr9qK3UMJDYhJS6Giji25W9GOrYK2dKzsHhaYUq5hWHi5sWJG0tfgCPFR9qkmRzwqCSmnXw6URFVFnmqoYJMlobw7kXX4vP7/k/HtgSxw3f8zSzYpR0C23YTrRdI/cduhMi4duyv8YP8LQF6d/xe2zm+1nPmDOxu9ut5a+ECnHMu1vn9UxrFouRZOJj7XZvzcDCyLPah3jxibl7yoRsWUUhjPPkiHK08YZJETnjOdSz6Y0xdjvPU1+DOync7ymFx4wuShSkSxT4kI0tQqO4zJ0fuFIhiBsPxk3G48ECXzpazgeTpH8PEHlVgPYuoshSV+gFYxK3zu8g4jP2qPGA6nMfmHbSz8fRFKDQO8AxHm4Wv05hyy5cRIsOrxuD83iJklsW0DTi3fq9IaVTrB0FpDFGF05tYjnytfgQMOiiNQRaTEKiCupaHrpdAKQf861rBTK9yJ84/n1MaxWDiZEwWn+QtIpQ7Yi3v2T9eTUkwprkUKwhi6jLoRh31xgQEMQldr0AW09gYvRIP57/JHVAYPo5EF0kvRLxr7G9wa+URX8GROYfahQe8GMwi5xVFnvWw1h2u/2vAMGqgVAVjhk1gbWE6OdF2NtDBdZ5Tt/Om9zj37x3FDKeYo+XXRMWlqffitty/zXt6db6MY+3GeIoYDJQqUKVB3/xQx+sHP46zBinWJ2oYVGs44w/fcm0E+Fx1buq9ODuTxtcmfgBKJeRK26DKw/iLkXfgPw9+AYSIaGpTNtVOIrIYS6TToRMNBxtbkS9vhyDETF5EY2ELGw7mftcBJ2Tl470LSlRZhNVqZz6mRnMaXzt6fVdt8TtwfkHgcGyZY92kDvjg7NTxj2e6i9kYxeWLGqCB3YYP3naD08IH9ZZW6sXYcZaadaSFBCEZ2rZ8fV/g547x52ZVYuom3sOKUPnTFhfE3w4JKhQpbev2+c/Vrc0mJUIgIq6M4H7tV3YUyv0tITJSsfWu9CWBZDpnFhZO10ugoND1kklPwhc4Xa/gYO53PUTLzFSLmILBNDBmmOLogPUseKpDN1OVNV5wMQt6Eb/x++QFVYzVUGtMWU9gzueeq+Xqe1BpTLYUo7T20eDF2CrkMIyq2ccIxybBIuHlRmnMxAbyYpF6cwoWSaz1+6ZWAkAhi0lEpD6UawchCknoBk+Bj6bPw/mJd9rEp4bRQCq2BpZUGDHfp40/JF58sWFUcDR/H4YSp+CCxF8gE10FgAcHWu/VMNvGcdaM1QFCbS1UVV6EhDKGdwy/HSdkXodTY1eBEApFSuHR0vfMNnBpMV7d2PquGTR85eAnsSf7q8DrM6bbY4OZmtWUKtC1gidwcEb8DVClfsTUxeZzqYIQCcxoYCB5KkBEe50iHr5GYreD32cnNyA43S5JfeBjtx/9iY12ajUM5ywKcdzT+Olx6sAJgOnoLo+eCypEIYopMKPBK0WJACpEoUh9ABh2NCdw6egUzl5/EDqjSEQWIxFdDYe6heGewtfw1YnvoU9ZaRZd6Kg1DuH3hb1Yk3ypg3NjBpaktiAlLUacJTGl74Km15CKrTFJsNNIRFeGtnwBeOLCJyiOEXC+L9d2Y2uOO2cRZTyAIJDYTldQykQQkh4ApeXRun9Xq3vJTXkJtdf8nYqG5tb/37GgRYyxGj67vQZFSKGVj0cwK7LaWVh3m6sygXMeTkY8n+buz/7JrNvFmO/8BTHp/TWRkYgs7Srd6N6c8H8LIETFUPJ0UCIjoozb7+xFgzFslk9ArvTUnDVsZ5NaZGCo60XkSk8H7P4FSGIaipBERB6EKPZBFFLoi63Gofw9cG/4poqPcaC7lsdw6mzz826iZMR2EizjET4NhlEKhSbEIysBCOiPr8dY6pxeb7vFGGugUp+EvWiabY/YDPsBLfdgCFsXz/BNiv9Yi3U/+Del6k5o2kzLuGsvDRdHKrYeqjzgqgyV7FQfT3P7zQAlMo/VmOB8SUy68Fu6uRnRUW9MYLLwMBirQZUziCpDSMc34F+Xn4uddBtylV2IKUMghKJY3cejU0ISMXWRCSi3tECprXnqfm5Tpadwd+V/MF16CqIQhyplPEcQImM8fSE+ufr9HsYFxpqmI6pxWhEA65LA+bEV2Mu2Iqosgm40bA48QniEyktD5HeGwyiKqJmyrZpROBOzaVTAwOzCAYDggeK3UantR0MrwsIKWthPSkRwommOZ+SYPmt9dCKCliKF50mJfS1EvwCQiq1zVY2LSKrjoDQC3ajAsDfweuic0dSmPHCQudr8btgdlodncj+Crhf4+BCi0PQSBBoFJTIaJu1InkxjohJBZAzYmk2gUp/k1fIu/DFjNZSqe5FvHkCusReCkMQJmavRJA28NGn5LVwHvsFKWM82woCBokngXCg/j2r9AJpaAZoePu8tgBMXfkqe/w+OwNTqR1Bi/l07swd4qwnQ9QKKlR1wJjB+bUnsxzUDf2WdwQGWExXXjn2iI4D54sS7EJEXtT3mT9+CnFiCkxJJiGb5vPOpaHL01exPgs3PJWj9S5gXHBIhill1OH+Vxm7H1A1ABmBOqKrdnwiRXaS2Xvk4xmqtlWOsMQc8oAFVHsCAsAIRZZCnnRiPiERFYKr+QnLx6WZleTAwv9GcsIsaEuo4IsogJgqPtUTRU7F1EMUMpwihSXQfRWRmut71idk/vZsTtzamCllMIKYuwWThURwq3NdyzGyM47C8z8Fi2Heb1S6vukCwek2w+Y91nIR2jlmvZNJxaQSnqa+GVUgmi2kOoWC6h9+M3w9X09D0HBg06EYNDAxNrWBTT7XeG3fEdL2BPmk5BqU1+PierdzpIxS5ym4YegW6XgQhku0YOH2HYlnqIjNa7T03paYGKWugqU15KK940UISm4WzcN2Vz+OWc2SckL7Kji4xm8S6gVLjMN77zGfxpQP/hInCg6g1s6g1pyEIboeYuGQJ21tMXW7KkhFQqoAxzfwvr7p0zyeGrRnLsduxyFIMxk4ENeeeiDIOSRxAtrIThlFBOn4id55NrjPGdKev+fqFKKSRjK7BX47+lf083eOFb0j4vTFwglpRiMMwKpgpPm5ugo5dlHn+InoWu4WzgQQ4b5tIo+BEznlIQsyUywJ25n+N30/GQSSCXJP7HYXKHvvdcCM4PflWXJO+Epeor8L/Wfl+1FHB/vrDqBsMipTCcOpsSGI/jhQexQ76PEq0YG4IKkjF12E8fREEIQrNwx3otQVw4tpNtHqo98yg4VDuri4rxNySRMxeXHl1CB+gNxz9tPk9scPsjNXxk9Jv7AEZdF4AuC3/eVQ6prj+tC0YV8jwnwc+hf35uzwpFQdXwY20ROmCUlPMlumZr8FoTSjzmcJ240L9z0TXi2CsjmR0md1v18evMFMXC51GZ6g1JvBc4Rd8d+viMfrbHV/EL3P/d4GvPz+WLT1pLsKti3qpdhCalkVDK2JP9rYezxy8WeQ0DlHwyIvg+ryGXHkHKvXD/G8TU+SV3endMvGNNqSDEBlnpN6FICkuq12EqLOIMPTmaPqrpLs1w6jiYO53uKfwNROfRV3C7E5Ex8sS4ErV2n3UsOcMh1/MaxdHr8bLE6diZ/5WHCjej5n6TjCmoalNmRtzgfMm+u4MMNDHRuxrWVqXF6c+ZKpIaCYxrJcix1o3JrUKhJSI0dNreNfoCiRjq8FVEZzNYam6BxY+M6osgWhh8/SK6Zxy2hArWsnnuXCrNo7CgME3oUbFrPC0ingsmhodBATx6HJTjzaCiJTBkHoCjhQfgcE0jCXOhCr18SgcKAAB+dKzZiCEuhzRVsd9TeY1iEfG8c7B10E3GBjTkYqtxzWDH7JppJralJ1+J0TApuTVLnYCZj6XoHFHOj6DF8o4PVEKdtSayFDlUSSiqzEkrsHG6JWIq2MgENDQ8mbxI4EkxPGS4SJmnhJwzkDRfPb98N4/wyPFG/DDwq143NiOT+67AXltPwgodhfrKFT3oVDbz480aphu7kQZWYg0AkCAIiSwmK0DAQ0sPLLvYX4UG+bLBGxOXYv78v+JdkDbi1MfxO8rN7huLBwo7K48IhBxeurt2IcncDTvJoS0AKRyV5WW82WSOOChJPhjMQIRschS6EbdTnNbxJgWiNzLKRQMdD0eAN6dzVst1v44C8CthvajgcQmTJeesitR/9jVK2Zv3b97RRoJ0XydnW1JXYeHajdCEmIYUU6CwiLY23gQhcoOZOInolg7AIudv96c7LqdQWYRtPIooIxrBj+Cm4vfR7Ux2ZLqPjn9FgiQ8GjuG+gMNne+54UZrZQvUWUp0pGlLYoUJ6XfhKPGdkwUHpjVPQlC0gTbN9pWg7vJaXn1KLFB/1YFtlO1zp+xLA3hRdFr0CdE8NvGLciXd0ASk0hHlmO6vM2uXBWoyiN7Huef89Fd1fd+/HD6c/CSJPOqSEFI4pqB9+IHM18PXBgT0dX4/KrX4tEsxWOFLO7Nf8WzybQKNBjTAGaAClEQUDvyR6kKAuopOOqucE7Am4Y/hl/Xfouj+ftc1zE89yGKfZCFBKqNoxCFuCn1xSPwiegqVOuTMFjD/p23eAGmipG/0IjgU2v/Di8ZzuH7e9P41szPzMI1wUyXewtfrGcpiQPQtFxXm/DZFA/O3rqfWxLR1dggXYIHit+GYZRwSvptiLAInqj/EtXGpF1oU6kftXWgNW0GqjyKy+NvQc3QcdVSCbvLAuo68PUp59mFZRDdKhcRZRyKlEau9DRkaRCSEENGXcELRY0aFKkPmlnYEOYrHAdOHIEoZlqqeLxl317jk3rw5MqpFaoIm1giyjgaWsEzgV6e/igKrIa781+Y2630YMsyl2OlsQ535P8N4Q5OmPPzwpvlgLSj9XhhnRT/IOrVYexFzoy/K6cCLFhuCHAmQCBYZuvY2dz7lxXRmdvk3P69UBoFpeo8U+zwIonB5CbING5X1lvSfenYOuQrOwDwdGM6vh6Fyq6e3xWBiFR8nYe0PKYuByeGLZv0FXEzfSa76CEY4pGVKNf2h46fbqgahlObMUZOxKO5b8L9nlOx9eiXV2FX9ufm550dRr6Y87bwMe9WFgi/f05RYW3uHMdOoCo0vQhrQUtEVyAjL8fR8hOIKAPIlZ6CIo2goeUQjywGJSLKtcPcQXHxpnHOPIfSQqAqlicvxI7cL8FF460xKYCAIKouRrUxCcMogdI41qQux7PZH9nHURrHu0c/gK8c/jyvCrTMrLrllaMcAwhm2I6WKlv0E0FVr9b7siJg7mft9P9T0m8DBcWjuW+4NoPW3GqqKxCBcx+a6WQrfUcggFCVF1mIGbua0qoUtjbZlMYC393XTvoEjtQo/n7HZ+z7C+5fgl2YY6laAE6W4tg6a3M3t7NMCIUkJBFRBqAICUzkH7L7GH/vrr4GEYPJ0yDRqInlpViRvhQa6tiXu5OnQO2qeqd/Al5c70jqXBisienyNlsRJB1dgagwgAOFuzGa3IyJ8pMQqIxKbU/gPSxAOrVXY2bFjfM3AEhtAOp8Vx48gThMzcFWrR9o2QHXmYYaCc85z78J+NSyU3DuYBxhlWE81dP+9RCiYjS9ZYHa2N42pq5GKrbexAgEt9OZYNybAbco+fzgJ5x0rReH5jX/351SUBapaMvVAn7L8UfO5MUBxTCBxe7ruVMZL5wDB4QDq4OMuFJkjnHw9lwn7OBxnIqtByCAMQ0JdbylUKHVekkp8oVtsvCQq7KewDBKiMiLkC09bYp688UuV9rm07Ps9ipufkBu5dpulKq7oJnvni/SVupMtSv7NL3qw9f4zt1FgcfR/H1mVM96z7wd+fI2U1uUO3BhLPOWURrDkvSF9t98c+1oVrY1Zti4UmtTRwg1iWKJmdpchUFlHSr6FHTWQLU+BVHss3k7a40sitX9EKgKSUiCQbd5ET04VaZBNyrYkf0ZLA3Ujek3ALDUBRgq9YMuPJ6BGX0vbx+hiEdWQqAqDlc0E3tmFgrYBOe86pTSCH83hIISGYJJ7+HHYUaUcazOvNp8TrxSWZGGXfOhI3tFiIpdjXuQZrxwgcERoHccAc4XZ11HkQZATO7VFZkrIApRiDSKipUdoSoI4cowosDnacOstLTeB4EISqO45UATn973bVii9uF9TwdzzXXceXOB+QPmg/kg0V4oI5QrhYBpYEYDDXOzGKdD5vMToUiDALzFMhFlDCeQzWBWMQmrYWf259ifvxsReRgb46/GUPIspGJrcGXmYxhObTYLeryR46o2jcniY9D1IhrNKUSUQahCBkNYCllM41DhATSak221jY8DJw6wJpOostTu4LNJn3icIIjmxN/ZUfht4Yt4OPf1nq83e9Px5V1l3DTl5cfzaN55AM7BNpA4CWvYpoVooM9aF8gnCz/CmeLlOCnycoS30wusJhAhCikQ2ymYnyij4xgZgW0NxhgFt9kCZM+tbdxB4ooAfAGLKuNmO46PyGpvuCtq04LMB/VGZxNwjvRyJKIrIIt9yFd2eKMigTbXanL+XmLKkEv6yM30Ppv3RqDp1Za2eTGjznl1vWDz1/GUV6d0qlOByi3MkbU+D2az90f7/FXmhlHFvtydrS0gKmgbCTDLyee0LdzZ4+S1GuKRlRhLvxhDiU0oVLZjV/YWTBUfAwA0tBkQ0+EA08CYBkmIo6mX0NQLACgi8jBkk8WeEBWyNOQsqCZ+bLq8HU/kvweAYH3i5VCkQR5NIRwvZhgV5Kt7QUxC23JtPzS9gFvL/2PPWS2KB0Q08Wp86dT1ElYkX2JWLTLPIl1vzmCisc08roB8eRvqzaNwKhh13tcIT7cXKzvxDB6CozZh/c+aq5g5fwom/IcCRIRhVFHUj6Cp5cx10zAF66sAM6DpeRisYTpvjmwbYw1ckHovVqYuwy3Zf/Vp6LYbT9650/1+zYdk/4vSKF6a/Ms253phjWcbmfl/OggRUaodws7szwAYUKQ+RJQBcNm3HAhEyNIQPrbkLbh0JIli47DrbDoMo4RKfS8ey/83Ks0pNLQihiISXpe62MS6mc4zUQHoyJe32Q4zg45y7TAO5O7ADDmCy+JvBiUiRDHT1hGedyfu3NT7MJg8A60TTHsThRQYdKjKCCiNd8Xn5jePEwQNBLQFZM/b5G3XbGRs5mp35T+PJ3M3zOkcpfphbCePzlOL2lnr8zGMCn6T/zweLny767MQqtqVaqFpolmVjbvL+NtX9KnyaNtrSGISotBOSqx77j8uxcO1Hiv1Vtm4+TBJHJjzWOlsfHIqVHaHRIDmuyLNwO2l61FtTGNN7GJba9N7RdGUxesWs9idTRYemrcIKaUx1JpZsz85z0gQk9iQeJX9N2MN6HrZ9ctu+hdXD7iq/29c/Tls4TXs3zjmfWeeMdFS+KUHvnfGaoGUTUH9wXqHhlFBVBnDFbHXYbNwFqZKT5nSUyoIBKQjyyAKSTAYNoaOUhn15lFQ04GiVEGlfhj15hEzsufOYMhmapSh3jwKxhpQpGE8V74NqpyBJGbANUgd7kXrfVtRNwtfKIkZVxGcGW1nNRBCsTl1LdKxdWDQUEcJhFAXv5x1z1xa0PfUXFEugqiyCDZuEAzZyg4Mpzb7niGxz83A07qM6ajWD9uFBoXafpP8WHateYZJl8WrtRVpAKKYgWGY3ItExVuXRzFsjJupV3e/6208uceM6BJ1N4wKflP+757OdSzNrQssS4O8mlrLmpXFFA2t4JKn42O3qRWwdbqJGyaeR6m6H8GbJ4pSdReq9YP4+qF/xJcP/SfGo2eAEBWnpt4MVR4AQCBLQ1iWeSmGkmdCMFUgKI0igiQ29cuQxRQEItt4vCCbd0zcusxrcd3YGvzv/XfgaP5BdLvg8Vy6jqWZS3Gw+CAIKJraVFts3FxtPH0RDhUeCDh/+0gMLwcHns3+cEHa1Zu90CoFApLRVZ5y/SCbHX5q/hUvRLEPhlF7gVOZ82ndYfc6Y1UsEHP7iJcijaDRnIJXjmd++iBPtzm4E0rjGEluagHmi0IaINRm6l+Y/j+f48or++S5igvbRgjHNHXfNwVElEVtUy3OddyFR62O7+yxTEFOdOuzc2OyKBEhiXHUmzkQQqHrRVMiqmI/A0JEUCLbjPYReREM1jTJgsUWSTk7VWuuI9b1RbEP/bG1mMg/ZGPjQqPwnmdAzDbx61jpfH/K1D0/KdIINLO6tJ0NJDZhpvxsy3smRMalqetw8SIVH372s6Zk1aSHPJcxA2AaV4rQCnZ7M/GNKFb3QTcqEIWkKelk2HhzQlQe1bSyIkQGpSrOjr8Z9xa+5tskBeNlu+0jC7lmL6xZePwoJCHZtqjplPTb0M/SuCP/ORf2myt8WIUmNg4UIgQxiU+vfg+SIsOeMsWPs89g3FiMu0rf4mTZTEMqvg5NrYwTlEvwD2tTGI5U8Z/bU/j25H9C02ZCWTXmPRKnQ8OtBzUIRMIbhj5mL968TDlox84jdhZH0N7srdgYf7Vdhm/hF1R5tKMgvSQOeMh/25kopLFZOAtxtZV4c3PqL7E0c1nob4tsEhWW6+o6C28vnANHICKqjONlsdfAeo/tKGS6XSScyFI3US+CweQZXUfwNG3mT8iBQwupaZh1evY8xU3N59garbas3pwEobKPVHnufdDBvDnv2zBKPgeOt0mRMibQXOvi2t1g5YLv1d2nBCHZQkvRvemhlWWJyFL732LPRNV6gAPnxWC6jZPxBkcu3ZCH3oyidRnxYvAACx7CbJyXKvW5sGnUPp6YODPDaNjPTKBR6EYdloYoH79WdJFHM6LKmMvJ4NcfTJ6B0fjpyFV2u/p/eJqQmRRYPHXF7HmCEBmGXuGVsWAuDKHVboKIMm7qwXYu5JouPhGIsWSsgV8XvgxVAFakL8Wy+Ba7HY5UHDdNy0MQ4vb7qjameJaDNaDpBcCUIbPaw1jNB9dpQtcLuCf/pZZM1Fh6C/6s/2Mt0An/HCIIyQDVC/xROnCUxjGcOhvJ6FpEZF6Rar1ni5LIWuMUaQT/sHoQCcFb1OFNpzvji0HDUHwDBAJEBIayBqxiK3CEHsGS5HkQhChe3f8RvCL2Srxn0ZsQgYrPPNfAFVs5vGBD/JU4K/Xu8LbP43MAAEw1d+ApbMNU+Vn82RId/YmNAGCSsAZZ6076ydJPHX1Vytmpr+57G0bjp7e9dn9sHbbIr0I3E7em5/Cj6X9BsdLKlv9Q+Xs4ULg39LcHc7/DvtyvO17jT90YNFTqe/E/k59GKrYG6zJXcbmXwOcf7hjwiifR/t7bV/gEGQZsJxCQLT8P1oUj4b7Gn4r1x9fDT0IcZu1A6I7uYSfT7ZQDYG3O5k6uzLmx2i2AxE4TlWu7TQqH9u+SL0LtsXKCkMTrBv4m4FzMs2hJQhyfWPK6eee7siLY1nl72WD4i014/3bwVtanAMxUZgkOzsp/LhWb0u9oO47CsaXBBUCSmEFUWer7nEEUoijVDkFVRhBXxzixrdEAYMAwKhCFKFR5AMOpzSBEhW5UQAhFTB0B12cW7ZQdpRGkI8v5FanX6YgK/ThQuNuMqDjXb713h9cuHl2Ob2y4znbYuRKNjDNT78RbRj7Gj7Ixa869r41cAuaqTPUWqcmesddu82EYZUzXCXQ0sbPgrDE2bsosqAAMmzwZAHSjAYsUmFLVjlZbDpXjiPideH4fijSCZZnLIYkD+LPkebhubR2CEIUopBGPrAwsbNL1AprNGdf5F9YWUlLRMEqYKDyGjdKlyKgrzFQ8f5d8c+W8L4NpWJEoYlIvuZ4rNz92zVLX2CKdhy8f3ob37rgZvyo+g18Xv4bnCr9A2ZiCrhVwVCtjKEIhECBPcvhD6Xoczd+P72e/i6eKNyGOYCkzYAHSqW6LKON4U/9bcf3R/wgU6u7FwugqjqeSZkFItuyY/l8xUUjjovg7cNlYBP9zcAIP57856/diURNwfq06ZGkQTS3XZpHvhQ7kT8skcQBvH343binfjYO534Ue18046XYsWVQOmp4zaVK8qa1jZ2Epz3CKl5YjiYp4ZHGLHBClUb4ou36/OfUe7MbjOJK/u+35gqkkgo7l6WMCAkXmEY2Gluty/rDSgvxeOefkdMA1u6PWEcU+fPPEd+PaZ7/dVXq2nV2Z+RguXCTh7/f9BPkyp2pRpD7UGodcfScPQUhAFpMgEGxQPYMGUewDYxrOi78N++luaKijok/jIuUS3Jj9Kgd7CxGUa/sgCDEMxjei1DiMamPSN/86/YPSOCgRQ9YhFw0ERLwodS0erf3UbpPFISqLSdQah8EdSeLpG4TIruhwa2q2EyyE0jiYwaNlZ6TehZ3GA5gpPulpl1VJ6dCbcD5KPl863Hm8PaJNT2KlmC2sYFA7CFGRiCxFobIdyegarJDPwdOln2FZYguuymzAf07c5KHK8fwWIhR5CH3RVS3QB+f+j4+Crk4WVZaioeVbeP4EIc6l+8x3Opa+ABOlJ02ePHcgyj/e+Lv/6+V/i/+aud1UpuG8e25OUUqjeFXmOuzQD+GZ0i/Q1Ka4WgORsDd7G5c3C0nTL2h1arV+ENN1DbLYDihumVfIm9K4x/MOW8Dn7sDNl0QTwZ8PvQ9/sehD83S+48P8Fb9hpuk5zKCIl4xM4z82qlideWXX1+C7df4eBCGJJZmXQJW5RiKlMWi6e1EjJneYm+k9LBrQm/HzLvyOcu7m7KgH4yfggxuOYhDL28IN3HQXcy3554D2nPnXXDGLTnt632m3Xxi6mRsYq6Hq0je1PzcagG8Te1/+KyjWDwZGJSzjgOWgFGPQtXkFOoOGWuMQGlrB4UBrY7y6zSocM50UIkISg9Qluns3yxPn43N7D8zZgQOAXxS/ho8+/3XkS8+aFdoUDS0H6xnrRgXxyAqOhSMSqvWDfCEkvApa1wrQ9TIebf4KJYNnZJLCKJ7U9kDTS2hoM+hXVyOmLgEhIsrNo1inXAhJiIMQ0YRjWFJKHOJBCIURqtTjPCMGDQ9Vfmg+B2rj0Qyj5KoY5u/MirBxHJ+Mqwf/2p4/YpGlEIQktqSua7lGKrYeAwkvq8BIchNiZmr9mrEhvGPgFR7qFwbNdOAUXphhR9kIYpGl3GljGgQhCi7XpdmRayvy5yhrWPOHV7GER4UZKvWj2Nn4A5raFJ7P3oRP7vrnUAfOOr8oRLCYnRj4fftCsePLKvV9JnEzMSP5nD9QN2ogVAWlUQwlz8LhwgOmekhQBsM9l1CMpDbje9n7Uajtx6mpN2IoeSZ32qHZkdJUdBW26wewV3vExDMKGMJyTFWfAyGSWQATbB1nmjNS7+qp+m1T+h1Ylrnc/IvhxulPBbKJ+20ktRnLUxebfxEw5sdQzZ8eptfmK4LA8Hj1KPaXe9MiPN7NX/FrWetCJiBHJ/GFZ/shCwbqCMZFWOFld0dv6JaAMwcO78/fhWr9AAyjAlXqN6vSHNyBLKYDJE545HcuIXfBpD84/o07CZRGsYqdit8dGkKOHIGut8OiOA5vK2aFjy1Jcld7OtbOOXTONds0tdOe+Yuo97br58+tFSPm4FucSG+lth9B06aNTaofQNimIh5ZCVHsczkZXjOMUlewAKuK0t3miDKAqDLY8beWqfKo5+/dxTvxeO47Xf++nWnaDOrNI1DkITsyxp1TTqUBZqDezEORhtHQimBgZoWqaEezKFXQp6xEuTGBicpTYDCws/w7s0qPYqr6HBpaEZo2A0mI4RCeQ61x1OT1ytjOFyESGHToetnFuxbeVwlRsTp+MTiVRL+ZIm0EO+7MMKtuazCMEu5uPgTD4PJppepOECKiQPyFEEC+vB1Txcc9nx3K3YVSlUN7fnmwgn0lXhHsnc8YGKuDQYciDZhQBoZybT8Mo2rCHGYA6FySjNCQDRuFG29s0SpZxxpMQ6Xu1vftvEaWqjvxQP4rLZ/L0hDHsB7X5khuURqzxxZ//nyt4rJ4MsaT56Km5VzrhD+y6YWHbUq/Fa9JXoBcYy8UKQ0KgoiQgSh4gwXl+hE0SR2Fyi7w9PYgjmIndKOORGQ5TpdfHtr6jk7cKbEh9MfXd/koRFw1PIoYen9pR/L3YGf25+ZfXr4dbgEh4JAF2/pcFNItk1U3xn/T+6L0ZPkW3Fb8WkvbFjKX/0JZKy2Ljh3Zn+G/Jr4MiepIs+GAXxHX75yOziceB6PhTidV6vs8oW1JHEBCHUNTd4gwLQBuUyuZJfWuK5q7qW6sqU13wGUdL8adBMOo4O7iN/HRXTdCY600HJZ5sVIB35uYOo5DZS0Tv6OW0O45diCmNvGIDg/fbMbFwmzkOjuP3kgNT4f4CHGFaMtngLsggiAuL8KKxIVmysuLWQu6Vi+WKz2FfHlbh6Oca8liwvO3tfj3avHIylC8akPL2Y6IEwXiJgoqDKahqU1DEGKIq4u5s2e+C8OoY2/utxCFCKr1w9hXvAeUSFBMLFxDs6hNBGRLz+Jw7l4QECxJnIOozHm9AJgFODz9aVG9+Hnw3BZVFuGlqZVg0NBoTjpONXNjKwX7ntyVo/tyd0AUEnbURNNmsDV3Pay5jRdgLEWnzMFvCv+BH898iV/WRxhtXa/WOGSmz52IrrstjeaEOdcGYUJdVb0QTb49q+hEgGGU7dSdKo+2jTx7rXUD0mhOmhufY21CuH/QsiY40nBWhbNzMJ87RSGF02Kvw3nyGag382Cs6aKUCaNTIzBg4JbSQ1grnY/ThEtQInksNdaiL7rGc2SjOYFnsz+y1z5JjOFw4QE0tByKlZ04ROdA9vvLyt1YRLpz4hg0fPy5T+Lp7He7Ot56kA5YOExrrHuzpG6iylKocj9em3lbz2DkWuMout3Nu194vXnEdjjCIlh/OhbwrghFU8viP57txyIMmc6wn9hURyt3XzuzKBEINqfeg39b+25Y9DMAT5ZYQtianmvBDVgM5N1f64/HLMmzfHk7Dubv6XC0lUZpffZ+5y+8uqzdc2z/jJlZ1RdVFtmLaO/j4vjBPPr7MO933v4TVZbi7cPXQTDJg4/k78b27I/tDWo6vgEXpz7Y43XFWRAu84WGEAmyNIS+xCnYKF2K7tE0BH2JU1ogLgBXlvBy3DlmGFVTwF3zQmOgo9aY4ELtRIEsJlGo7IBfcYWxJgqVPRCFBAQiQ5UzqGtZgGl8rBs1SGIGS9MX8mtQFYuMpWjoJbv6c1XiJdicuhZUiJoRVxpCo8OvnVIX47c5S1uUz1eUxgFC7XXEjYfzjhUdlMoQhQiCFvXR+Ol45/BbXPcZXEnMWNOUJDPfG0Twvi+4FIkIBhKntsA/KI06GyYQMwLqBd5fmfmYrdbAoLmI9a2okknPIqRRaxxto95gtl5ItmGFYF1Fl+ff9ND5hRARlEbszRWxnw8zyaJ5e1V5FEPJUyEIMWh6Dusj/fjH048iHV0OgJn9XocoJEBpDBFl3FfBzvBE4YeYqj6HMSGDZdEo1mIFDtBdoGaU1Hp/fiL4UnUnRCHOybSJiIIRLn7QcRQfzN2Fx/Pdh9nDJ+ag6kTeMV+WfCsUqTVyQ2kUf7Pib0MxPEHXYtCQKz2FSn0fStWd+M7kv3OWbADdO4TuUvP21tqGztf4U4zMcYkkviO8fuJLuLPyXRND0rrwKvKQmQpwLOiZEIiIKOOgNAJRSOELJwu46UAJE4WHXQeJgULWrdauOvaP0xxdxWAyVm5uEk+KVoml+TdCVNcEab1Xzqbf1MtwS485FlzR3AtGcX7GVTd9hHXlgDa0PH5dfQS58rMQhZRJ7Hm5/X2+vB33NX7aU+ucSGCrOVAFt1mcXwYYa0ASYpBoBGel01iauRiJ6GoIQhIxlVd4imIfrkh/FDxiJWM0vQVRZQlKtUNmutd7384YD573LEUHNz8ZIRIoVTEYOxGqPIB6c8ZcSFuj+4ZRgqZzJYJs6RlQInM5JPNdnxx/Ffbl74Il0XZP/kvIl5+F5ehsz/8cj1ZuNOlBgLeO/I3pcARJ5wEVbQaGGb2yHB3r2TWaU557sZ+wkLTbk1THXeSw3nexL38XVsQZxtPngztn3oIsx0l2V776U3WAhfebKj4GReozyYG5WfQYVh/1V8IOJk7ClFHC+vSfmRi88PWKBySsCF/4uND1Mpqa25H3nnMsvaWHaN5CGzFl0hoo1w+DEMVkwLDMKUzQjBpeEXsJIvIgBpNn4C9WlaDIGraIF5j3w/kD3zL0V7gi9R78w/K34eXx13gqVg2jhHJtN35T/RHuqD2Kp7ANBBRpMobx5IsQU8cgin0YTp3tawOgGzWcEX8DFKkPesiYB7Cw1anec8mQxDQazUl0F/EgUOVF+M91b8VfPfedrnB1/DpWddhcvX8BXPTWiVKo8ig0o9ZBjJuDjZekL8EYW4378l+aYzsW1tpXbXVv/kpAL7koP8L6t5+QM/ScJiGlrhchCimsSL4Ez+d+Zn4nLlAVcHfVfH/a1h3xb3sjEIQEYsqiACLooGq1sGse3++jm4r0THwjcuXt4MLiQmjauxdzxkYhtHI/rL0nJV6DT6/th0AY9lZU3DMB3FF7EPtyvwalUQzET8JE4UEQImFF+qWYamxHtTHdxWbJ/16tdydAFFMt82Y8shINrYimVuiqrxEiIx5ZCk2vQtNruCzxduxhh/BU/kdYnr4YM83dKFT28AIAEGQSG5A1iyvsIgB1Gcq1PQibe07IXI11ZBlumvkMbLF7E9zuvSfHzk29D483f2VWOHsrXf0OXyK6GtXGdMAawn9HiOwi6w3r95ZjTpGMroIiJjFZeMh2JN1VscnoGowqJ+O53M9cJLScC3VUTOLG6U+FPu9uTZFG2spkHk8MEn5T5VHoLk5C9/s7Pf1OvHlsBAOyjvOXHUT/hibu/s0ort+p4AczX4auVzCcPB3rcDq24QGUGxOo1I+6OACd9ycISUSVYRQrz0OWhrA6fjGOalz0/kj+Prgd9LH0FkyUnjSJrlWIQpwXUSwc2a+DSWpny9OX4sFzX4txl5Bye2MYjm3EV/fOtHHgeHTFW8XKZUh6sWCNVb1lYqw1jkKzsRhWC/yOLr/2kfJWPNUM4pITjqNdCUAIxdLki+fcJv8g9WujunEozu7QShUEYwosQkqAC2Zvz/7EXrAWwoFTpBGszlwZ2Jb5sLlFimbXpvaYQBICNTDQjRapUyUcZAy6XghU8kjF1vnaZKZ+Anebx68DBwCJyBKkY2vaHCFgkXSiuaFpnVOAXvuFBbTWbeiAhTPthgdxUeIMfHtTBBdcchCnrT6EDakiHqjvtHkvDaOCicIDsFJLO7M3I1/eFuLAefvVCZnX+yLsun1vbu1bnhKWUaruRKM5YRYrdJElYQYkIYZLom9EU5vG72o/Rp1UcXnqfZioPYNaY8ZcQHmlqyokTXLgsnldAZSG6xdL4gA+v3YMF4/yDbyFg2M2FAHg48J5xoo0gnuL37AdOFUetufSoMK8YuX5AAfOSasy1oBAZZOfTvWtre5qfAZCBBQqz5lFElyizNKFBYDR9Hn46PjrcLT5rI+EluHB0g34SfY/7Ov6MyOWRZRxWFFZToDf2r945XG4HV8OnHetaWg8LU9pHISoyMRPtCPajxa+i38+8Bv8y+6DSAzVIS5J4LxLDuOjG3L4+onvxkuS74HBmjg9k0S+uhel6k5zs9CKeWTMQLU+iWR0LXSjhh2lO1DXixCJ0nJsqXkEqpzhUXKqYjRxetvisjk4cU6Hat1FEaRiXhydAAkJtQ5mhaq7mHCqehb7ydP2GVqNd8j2KVz/30HOgtYW7OpYwMsJuXajOdHCPWWdo9edeHvMwdxM1wvYW/h9QKFCSyvgf3bWZBxkhlEOcK5brm4CR8Oicv7P/M9uPp0tgpg6AhkRLBTzzlwms77EybNytN2YwKANR/AO2q3vGG6GUZkVOztPd3l1GhmCSWgBK+o0N1qUhbJc6SlEhX6E90Ud27I/QjtntJd+wecpBq+TzZ0lQUxiIHFq6KaaQMQFytk48RUVSFtWInmyjKTSwJ5KOLF5ezM8ferZ/M1mBMkxq6DBvenyayfzVKd1PwLikZWwnqcbhzeYPA394grcXvkeAIZSdScGjRH8pvzfqDYmbSoifv8Uh3L3wJpbKOWs+Bl5uad9gpC0n9dY4kycfdJBbCtQk1RXNOEH7r7p7acxdcRDC5NUFwOgWJ15dcuzcpuXBNlKn/LnWW9MmBWxFG4dWz8Uwn6GlrPJmialiwRAwEnsTNw7UUO29ITnd6nYemyKX+2q1kXLe7Msbmq7MtY0CxZb50ZFaq+kdHyZd63h1cWa+b86sqUnzWeowDAqmCw+jv364zj7hwJ+f30cRKFYuiSLS1ccwPpUDCpN4fu5e8z3HmaCDQs4V74SEXkQDS2HUnUvjpYe9x2ro1KfRFQaQFQaQF9sLWpGvi3zQI+rlXuiahftYihWvdGz57M34eX3l3C48AAAzqPDWbdJ6KQzUXjARR7oxgN019Yl6Yt9nwUvFFzWpLvUkSO87dhcucU67cQpkfH69OvnnS3eMgv70N5aHa12QvYjqXPwtys/7jCfQwy8z07PXRT7oMoOXnLhqkcZZopb8UzuRvgn3OOBO26m+Pic7703J7JXOEKrg996BP/MXUXnmONo+vn6eOQ1GDwf3I6FoiMKNgPNEI42boIYFOmfnQURCVtkpJqWh8YaaBWwN4+jKvbWSmjsqoIdmoGeb6DaFF2V3p6ju2mNp09xR633yKkXt8XpRyzri62xlRiylZ3YU7wLUbkfkjgAWRrC1vovEFNHQIhoL3RDyVPxouQ7PG0xjAp+kv0P7Mvd7rm2YTTsDcvB4oN4zQ/H8NXDX+P3xmodN7czxa0uvJ+EicLDIITiaJ0HH5xx4M5KqLhu7C0BVb3M9Tx49Mb+DUSzLe5iCOI53ipkEIQoIsoiXLQoil+XvuFrB1Co7MbDhW+72hReLTtZeBjW3P9M9nsBxxHbee4kizlXm1smQ4Ao9tkyYTzCCFgFNGAaZGkQhEgmHx93jZalLsKIuB7PZH+AD27LonmkiVu2Lscbf9uHrx+9Hvtzv8WB3G8xUXjAU3nvNec9HsIURCFi9q1GoBxfU5vCRP4hTBafxGTxMeQqu30yh17r2onrtiKKPyShJd0liQNYT5fZn1fqh03pHodOpDtaDndpfruJhmFf7vbQ87TrEAQiNqXfEXJWvUUfb26pPQGp+Dq0u5emNoXJWhMr4xfM4Tpemy+5JK855ztaeBA/nz6AEeUkAHCBbIMt7H3oesmsFg6y+al6ck8+Qen4+UvdWhNvWEl6O+NtiqnLbRB68PmPjXVybAPfNeEboPDnSZCMrcby1MUBx3T7rrvR251fO5S7K1QbFfBT6Mze3BVsw6nNEMU+UBrF8sxL7WNypacCnj2fKw2jhPvK38WzTwxix3c1PHtPBjVdNOWsuIXRhczGYuryFlmizsbQ1LK2oz9VfNx24JvaNAQqIymOgRIRa2OXot7Molw7Ak3LgkEHpQoEIuHR2k9bzuzIjrmu5opUN7Up5FBGwxKMBxDUl4L0Qvm56iZdD7VhBCzg94zV8Nm9XzAxTr7KVI++qaN36lC0mEz/Pvwhx+3pIFQGYxoUKY1vHH3Ghv+428EdiLngXX0tNvHU7pR5L5aJb0Q3fWRuaVkdjGmIyP2IKkuxIvpi13ecm5DTslgav3z+2ZO/A3sq94JBwxOF7+Mbd6wGAcO91R+gWj8AXnWvmFj8MCiX89ke7UGsFs7xzZ8B2UGT3JkxHfXmkbaavF06cQIy8XUhDfRaVBkCCWiUJMRwwYhoe6t8l+EryXeFJDu/sPD0i/sYnqbh7XFPUO3Oz8BwiD0b+B2lMaxPXWn/vTRz2ZwiZLLUj7XCeeCvInwR/mXxemzL3Tjr6/iNh8874556M/dE0cDW3PXYnv1xV78Mfh/ETBUs7KKs66UO73C+0rZWNLNzUYfbRCFtY1Yq9YOgVHTtJP3n95u3T/GoTdLzt/WvcAugJTF8fEquAhZnAfSdk2ktmFK/5cvbsDN7M4DjIwIKdBMBIKGYovm5tjfiAgBJyjnnlqTOx+7cbR2i6c5cqekF/GBvBn/1QBz//kwGu0pR/Ne6l+GU9NsAEERkThhsOVERZbwFGtOtlWu7XZQY3RuvRrciD9ZYIaA0goaWw97C76GzBp4u3AhNz6Gpl+xIqGFUcCh3V0/KE+73+1jlRpNM2QksEIhmipcD4S+Nv9VsT9yVFuXOm6NR2940PWdHLp0qWL95caNWG0ACCgUINaNIFcTVMZRrR7A9e6PNAUlM/HEv+tEcvtHJRSB2daxX7qz7DSVP9y48DYmul7Fc2oxN6pWYMna55kGGsEyRYVRsTL5hVPA3O7+DL+3OQzepWziWt9Z1EWiu9DQapOaqIvaatw1WhFRo26e6dOJ0VOoOsNXhoglqZDDhpGZU8b0DWbtyNGgnUK7tDrm+4Ps3CWT+DzJrx9KXOAXXLrqu4/Hc9FB9RMMoeXjwYsi0kXPpbJpeMnF/7QkgnV1Cd9Z54enNkWg997Gg66DHBBTLdzth0b6w9F/vNuvnRigEswyesQaKledBidSVc0F8Y4Sz1xddf7uZx0POQqSWdjuRVf8YtMY2acXw+AhfvcZpE7iagVWeP7sIqPVcwibmns/norQIsuHU2XhF6p0AWgWw52phVdzPZ2/GeqxCig12PS/wlFwDX528Cb8rfws3FW/E3+19DDMNATEWhYUzAxyqinozh1LtYMu53FJ5822GUWoppJClQVCqgjENul6EYTRM7JIKSkSTQHl2WFb3HOO/LgNDVF2MIfUEEKKioeVwS/YzABgIoeiLrAJAIAgxBG+K28+xlEZNbjKtpd96gyEUkhADH1fWPOKMPUvFg0e1YD4PZvcNBg0gItLxE6DK4RJOlqnyKFJtC3ac+yvV/bhavlFNxdZ76E9eSLOoYp4u/QyH6G5MlZ6GaEqmiUKaRzChQZVHWyKt7jFda07j/sI3zcg7gyIPQRTSYEwzMySd5neGx3P/7fN1nH7L06bB9Deh99Y7xYibODDmk91hGEtfgLPo2bhp5lPorrR4NhQCAiiN2NdWpBEoUiqwEs5ptQhRTLdNe8yncWHwKjoN4mR0Le5/0YU44+5b2zixx6Md39QP82vzda9B1BpBR/noWiAiHl2OoinJEo+sxPtH34DPHfh2V9Q7sjRkLk4EjtZp6z21UhSEG6fWMALL6TvdDycpLnmOsGgcLALjY7EzD7KwOau1zY71JU6BRCM4mr9voZsXYHPtmwL8Yu6djeDc1HuhQ8cDxW/3WNwyu/ZyfjkRqegqjIsn48ncDa7veOTXCQzw/mRp384ldSgKaQzENwAACrX9qNgRPj6GJDEDTS+BsRrWZV6L5wu3hgqVtzeLNsTKHLmpmQCAIaYuh0BlFKt7XbQp5lFExkDiZGhGHfnKLjCj5nqn1vhirmuEtYG/mxMyV+NgY2sXKiDhNpDYBIEqL9C48Jq9CSPUJPtVsT5+BQ5oj6NY3WeL21NTetG9MQqi8HHmCef9DCQ2YR09F1P0CJ7L/dT8jfP9bKwvcQpmik/CSgcHWddbF1ukmigQTIZi5smB81MdzN2Fn+b+g994FxODFe5tZ6o8ipHUuXBrGFq8P4SoiCpDuCp1lW+37MUdMWjHzIED0HUaod7M44HJPhhdVAMeXzaLidiTuut2F39sQerBdmyd1VYy0bhJpsnbUWtmcelIEdeNvaWr8znRBTderJWgNRy3GKTyYEUdLGkf9w7U+29OKuoai6a0jdUfYuoy+7p8XPO5ZH6iWp0LLtwWhGFy2hVsMo0HRCPm2wTTkfFjk+faN8OZ7b3mpnJiuDv/BTzZuDV0YQkzyZTNss7pfj+t78aJNvFqTRG58rN4uvATT7SEY7zc8yeP4PeK/ZKloZYojKbncCR/NyrNSWgWfYlrDGlaDpYM27PZG00HLhzz6mXod47j0X7e7wlR7Kg9x1vxiHZdyyMpjwMwIFAVUWUpRLGPpwWZgZqWQ7b0hE3K7ET2BJPQ1u0kBrVNsX+zvXibWUXeasGk0pY5c8VU8dHjwoEDrLmNQZWHoEqDIKAYYoO4Mv4K6KbcmyikoUh9tsNGIEIU0hhNndPCDGA5fE62QUCusgurI0mcRFeBENkkgeZp9l7NGudqFxjVLnMNBH1maHW69JTZUa3dguW9Ox3bMKo4Of1GPJ77tuccQU5NN6mApl5CVZsGYPhIZHnqJlt6Eo+Ip/sm4HZpm+MnglRvHsG1z3yzLVnin4p5U3dWpVU7R5eYhJvHz/uam1lRsN5M04tm5R1/XunIMjxTiCEtwwWodSw8Au5/3t22pfU4r1PjPqcTVbO+s+SVrHZaTpy10DDmT0PxvtEXW4Op4mNo30f849n7tyAkzPSxt/IvzDjhcCP0GZ6QuRoZox/35L9ofzZRfBSGYempLkwEMRldhaQ8jjjpx7PZH4a1fsGuD4A7Akw051/DTr0GHktks2LWy4lmy+W1kIFbkSK3OcU8ulHn1BvQIIt9EKiCpovYnUcTrfvXu8wCeW1ZfAsoaODzLVZ2tpyPEBlnJ9+J+/Nf5fdqE6brJscbbYEEMKNhRnsMROVhVBuHIYlpGEyzxxRjdbPfFmyCaMtRKzQOYGPqarxp0RLUdYKSBtw1PYN78l9EqbrXzADVOZCCymAG35gxww19cOahsfQFGGVr8HDhW2DMQEThutSalvO8m0R0hU2Z5X1vXpOlflwc+3P8Mv+FeSyemC/TUWtMIRFZimXRF6FglPGLyh8gCkksim+yK5cJRI47ZE0ko8swiOUoRg6hUNkO930bRsV0tsw+R0TcXP45GloRq1KX4VRhDfJaE/vJITAYeCb7fQAMEWUchqHZ2sIwr8rnHu5LCUIUuqahUD+ITtj1tulUSuOei6zJ/Bmez/0cVgm7u1NHlaWu1E5riD4ZXdvyEMIsqixFTBlCRliKnYVfu3Y37hJr2OciRIZAo3NWHfj/baGNoC9xMk6jF+H2/L+jY66fqDZJ6rGxcAc/pi5HpX6wN/wRtDZs+u70SeezqfIi9EfX4mDud6A0jjMSb8IITeGW/BftyZ9ANDUig9M5wW1pXfitCFinNJn/fBaEwO2wdTL+G77QCULS0/a5vn9RSOOfV78P/2vn17reJAU9o7NS70Y/SeA35f/CQGwdJkvPBEb1FWkECXUU08Un5h3LeVX/x/GT/Ffsiv6AlvucZ/+37vQPdc3P3W5qCSLKGKr1wzZWq53qSjq+Aa9PvQpfO/x/AVCsT12JaWMvjuTvwzmpd0OCiAdqP7YLEHifMwJwkFZkxxkrmfhGyEIME4VH2jgUBFFliZn+7K7/LElfAg01HM7f702n2TCD1srnoE0UwPsCpSJq9SOu3/F1EYRCFJIwWMNFceKdCywnVxRS0I2aTXmxPHUxlhkr8ZPXHEazIuC5/QM4995vwDBKLnb/6YBn4ldE4X9LYhJRZQi50tPgOrZpAEBDm2l5BgwaFGkEDEaoesdoegs+MvpifHT7l49p5qs342oyw4lTkK/tR1QeQKl+GA2twBVQTEUhSmNQpDQEquCq1NX478kv+OZW75gjRMZo6hwczP2OZxqojDcOfhBphWJAAf5l/w0QBRVv6nsN+hSCIxWGfZUaEoKEhmFgKCJhotrEQTaN81KL8J3srzBd2uZy7kPGdnsnjoMu3fguAhHDqbNxxBTctm4iE9+IbOkJxCMrcU3mGtxU/IXJJM07fUQZR60RBM4nSERXeYhxk9G1YDBQqu4PmcR7yTMHT1Jhg2/hbC675OMrejgbsxbHgcQmaKyBXOmpdkebv1EwPxJq3Vr4c5bEAZ466Xpxdm86wkhsu5eI47tDao8fUeyDrrfyG4b16zCpM/65tZO0HJjO48tduWZHQ8zft8OPuY3SOGLqIpQqu8GgIxld0/VGLwzT534/iehqfGD0avzjzs/Maayn4xtQrh3pelGKqctR1/JmJe58ZQTmJ8q2JvMaKCyCJ3M3QJFGcEXirbhphksv2U64vTD5HcNe28DvcV3mtQCAQ/XHUaodRFQZBmMGyrU9EIVUm803wXDqbBhMM/nKeATJcnAIkQBmBDqjhKgYSJyEKRe/YufoHHdwM/ETPQS5Fh6PR1tb1yICAYKYhK4VvFhWogLMD1HgahBcgnIaAE8x87nFnaHg9+rGaFkbnkx8I55/2UakNgk4ejfFpjufwUThQXSO9Lf2OUrjWJw6FxOVp2yHmm+myi3HWs/QPQ8FfU+o+oLiWrs1SRwAg4GB2AmI0gxmmrtRa8yg1jgKAgJJ6kMqshTTpW1YktqCo5UnOlY9O/hjACC4Iv0RzLAy9pNnUdOzmCo+BosOJh0/EeuFF2M/eRYyiWKmuRubhIuxiz6Hl8VPw3eyP0G+vN0pTpkNJo6xphmN4+E8SqOQpD7U9QK4iHHEJLKE3enL1b24fuJLqDazEIWEeSsiXhp7E16W/kDLNQhREJO85baFynMoVnYhGV2O4E7JQGms5VNR7AsgHAwORXbDSN/JRLGvDWdXyxXncKUXyoHrpZKyPc5tbfqVAARMFR/t4MDBZkkPE/qebRs6W/hzbmpTPUZXrHOFv/duJeKc8L4zcWraTKBjEuasMOggAc/GXTHqpK399D1BKie6WVpPXZ+Zk00oX5QXA2UYJc/mjZftd4cfCaIx8r+fYuV5/OOOT855s5YrPdXiwPF5JrivlWt7sCRxDk5KXxN6TO9julM/6a7f11HCJOMFVA1tBr8qOwUCPD2kAMTCZkk+iEpwG7z0PO73wn/7bPaH2F26C8XqXjDWQKm6C+XaPgAMArUIUlvbT2kE1eYMlpFNWJq5FAB/7m8a+ihvpycN71PSYTVMFh5yjRkBG9JX+67g7UOUxkCI1KJwcHbynZCEZMs1zCuBQUNUHsT6zFX2pzF1Of5h1UdtklYHU6WbUTiNpzxBoOklSFKfuV7yKm2OFRcgCnH7HqwoZaG6B88dGISwfhGGTm9CoryyuLV9/mfKsavp+Ab73g2jhCOlrRCFiPlERDPaxM8lCmkbnwfToW+XjeD8ZqUAab3jwyiNQpFGMJDYhHR0OQyjgXxtD7LNvShUdpmcpDpARMTVUdS0HBQpjbXGCR1UGfizi6ujrk8Yfl26Hho0HMzfg5S4GFZ/ARhypadxX/5LOJj7PXZlb0Gu9BTuKn8be7K/wg/yt6JPWt5V5qfDjMk4SJLVbRmKRnOCd3JmgDGjBfPAoEHTZlCu7Yam50CIig3pq/HNl+3FSRmvtJUo9mEgcRIuUl4MvxEQUyJFsD+xLIyT6ezYG3F1/7tbbvGq/o9jILHJ93m7HXIn41pzW2JvQVxZGBWF48F6o9ZoT7LKcSadFy4CEWCWnA9Db6DQY0/0OlvrhfqCIUjarldjCAPtOxYcsQ5evPk7cqpT3VcKc3a9ziGBCEUawWj6PAAM5dq+rvtctw61p0KvS8LybkzXCohHloVedXfuNhw1tiMRXTFv1+zQojbfOXPaGuNE5Kq7uBPKDNQaXufUYpLnRk3Hvz2VkzdV7X2/Vj/XjAqPSplkqlbEqWmmp7hWKAfMW3q/lKoo1w/j4cK3EEESopjCP6z4K5Q1HQJVuZKDSSDdzXgqk5zrPgguTn0QfYlT7OcTUxdhIHGS71cEW2s3d0zHFyrPmYoG/Pzl2j78n91ftKOMFh0Kf0IGJ8YlnDGBEApNL7kks6wNlY5Gc9JzbwQixhJnYzxdAJvIobzDQKl5xKR88TvDBhxKLi5Fxtu6y/yeH1tvHnHwbiZOVRTSSERXw2ANJGOW5GP3cyuval2IubgzrVg7U6VBxNQR5Kv7MF3aBsYaqNYPQ6SKHawiEDGa2oyL5MtBiQhNr+HXhS+i3GhNITsqNFGAiMjbz5ZbU5vCQ/mvQpUHcHXfyb5+2orTtYjBp4pPYg1bh4tTH0JUWRpKMA10WCEpjSMZXQtRSEEQHOLNeGSlGVKt2+S94bqOBl6aWY7CTAT/NXMneMcR7AZPFh7GjblvtfyKQcOe7C8hCDEQomI8faFNzmewBhjTWgbuA+X/wfenv9py/e36QeQ8D7ddJ+iGAFeHppdwhB7BZPFxzGbH0e6lLKx1PwAWQmS+k1kVku7qqmO7o/Nfa2H48FpB3O2Pnq+rWuZUx3X4RUg0VBRS9o4SYJDEgZZzimKfSUrsfCaJA1BlvlsVxCQa2gwO5n5nfqt3lYadnbm5KQVz8XZbj32MiFiqnh3qPDDWwEThAZQqu9vMjcfKnMW0Dg0NrQDDqCEVX4c/H/5wy9E2Bow1YTHSu7/l9+PM42GkzO5qZ10vBDjeFjM+M4MCTaTjJ9qyURG5H4wZYKyBZ7M3QpUyuO1oHreWv4+IMghKeVqVqzWEFfI4z+Bw5TEkoquwMnMlIsoYEoKMqNAPScxAlUfxZ8nX4RL1kpY21kIqj/1sCJRGMZA41b6eZuuRCnhF+n24MvN+HunSCuZ9G9D0gr0R4pWuTfv31vXdovYMDJPVZ3Db3kX4h08N4bN3r8K/r3o13jr4ZrRuYh1icUeZwvXMTUeaEC8PIoMGTc+jXDuIZHQFImI/wl2F2ajPzMW6IfkPt0r9AMq1IxAFFRF5EJKYBqBDM+o4OXWNiRXVcZFyDg5pBRSr+2GwBgADm+VX2jx8Tmt4W2QxDVGIwzBqrsilY9X6QXxl4udAl6TAjNXwgHYbtrK7UGtO29JmQdYWExdRlqChFRBVhu1KJFkaQrM5Y+NrOF5AbjP5Erw881H8zYl1vPj+7wTgStrhLIiNmbAEnv2RP+95Olf/iUIaMXXRnPhvfC10YY26xYwQrMi8DLuyP+/y+PmzJelLcKj4oM2LcyzNwlPyar5j7yAGm/edeTENrd//qVgwXifguBAMjJPirXk+tXFLPs45UUhD04vgETx3JWIvu3UBghBrARfbBU4hmCd/pSSlcfzjqg/iU/u/27bCspMp0ggEqnTF1adII8dlBfq5qffhEN2NXdlbABAo0rAZHaMuXJPzjL3FJ96x4S5SaWfe4wgksR9RZZDzDjINspiATOMYIWvwbOVW1BpHoUiDWBo/Fwerj9h8mlFlKQaj67E3e2vIlQhEMYMN8Vdij/YgNgoXYRd5CkdKj3nWkS2p67A6msBfrskjE6vilDv/YHOOjqUvwKH8fW1wpn4uNrO/i31Ym3ipTQxPaRwReRC6UUdSXYw+YSmey97EnWRYRSZ+LCppKRIiELE881LUWB6Hcn9AIroKHx67GrdP5PBg5fvQ9FKPc6sAUUiYY/OPI4sxV7MCKO8dvRYP5fK4K/8FAAxvGv5b3FK+GbnSU5ClIYg0gmrjKCjlmMiEOg6DNW3fQZaGoBs16HoBqdh6NLUKBEGGQBVcqr4Cv6rc2Ja7Nsz8XHUWznlWmLh6cwqGUfZMdMwGklond2RGgnal4+kL8Rh7GEdqKvSOncvP6SRgOHEqRLHPTtOGHx+WSvPusDU9N28OHL+qW7w53CxmaOtXfNI89s7BvtyvIQrRY+7AWbYOpyPZIcU0Hyz7s7WmlkNrv5ovOxa71u4iSm5dxnYmSwPmbtX3e2gtUTriAk77OecYDNgVeIRCkQbR+6Khw2izI2XgrOkDiU2eqOClqevwi9Pe7kTyjSq+OnE/qo3JHq/vtXrzqIv8tb3F1JEXtF9bNpza7JHResa4CzIisBxwSkUwo2HrlXJzqCas6j3Aet+OGUalJToVZH4nQ9NLqDamUa4fRqm6E/nKLkyXn8U6aREEquDC1PtwWfzP8Xz2p6jUD9rp1oZexDsHzzTvJ+haDKqUQZYcQq60DXflP48DuTtMuh7n+D8Uvoz7ajvxvb0Z9A1VbL1nQEChcQCAgUx8Y4s0n3f8MPjTYs/kfuR6DgaqjaPQ9ArnczP2gwqcZ4yaWS5CJFf62jyrb4wxaNiVvQWHcncBYChWnsf/3vFpvH9VFG8a+AsX7UUw/x5fg7zPKhFZAmss+qOqsjTUka/xeOjXvVijOYFGcxLfy9+Ju4vfhNW/H23sQVIcBUDQaE7YmzNKZBhGA9nS0wBgy581zWpWACjXDqPaOApJiEGmMdxa/QmKldltEA2j4inGOT35lrbR/A6FDRZ+wbGmNgVCVKjyIg+omV+RgkD0dIQDud/iYP4P+MYOAyxQxNW/SDqpWQYNB3O/66i32N6CFwpR7MPl6Y/OcwcMX/Bj6hiWJM/DbHP689nOWuPQHM8gIBld2/OvGDTcmf935EpPmeLdwZPDsXUwve+sF2mzF8IUacQsppkvwHx704wKqC8FQIhq7maZ3S9laSgQc2fha/hkZ1ECiW1lztzmX1SCUnJu61dX42cnb8Fg8jRbLux5sh1lXcBw4hTwsadjX+7Xs2TW91+7u+c9U9yKV/V9BBenPsSxYr6F9liZ3/GaKW7Fs9kfmqSyAgSq2M84qixx4dpMegw478ALeYD5GXPdW0h1o/8XrIZGc8J+H7peQFObxvbmUUhiDP9yso6DbBrp+AkgREYqtgqADkVM4amsjg3iRTgj9Q4zde99pqXqTjNS57SFj3Fv206ky/Gxs3chupTgssQJsCo5q41pECKiVONz5mDyDJyVejeuHfu7gCI6353Zc4lVOKRB03Mo1w9jqvS0KWpuQNfLdkbLCgrwNdBKHbbvJ4w18Ne7tmFPpRLAv+cdM1yOywsZKlT3AICZUfM62E0t58O9Ci3zNoMGSRxYMP3ghTGGQ7m7PPf2dPa72Je7w4QPWCTMspny5tW668TzEZH4e7cipHwtk8FYDTPFrZgoPIB8educ1zEr0ruXbYXQRke6A2qc7wpOzLzBFUXik/Cy2Lk+wVvemXh1irsjcP22X+Y+4wk9BxsHsrfKfYVNlL1FSdzerKblcZ92q+14LvRuolTdiV3ZW1y7rd5sLh2C0jiGkmcBmC9nUDepIGZnotiHS+LvwGv7rzvmuzhCZE9fDja2QO3STcdithg/AllKYLV6AVZmXtZxEel8ts73aOgVl9PP5wPGmmhqfMFV5CHwneskAIZEdLX9W0I48Nxo4ZLrXhQ9LDXEFxLnOVr3cqj4IK566nFMFB60q393Zm/Gnz3yORzO3dvVNXsxHp3p7n0aYDg5E4Mopm1CV6v1x8qO5O9uyUQIQhLXjn0EZybfjlJ1F6wKyUr9AJip6BAszUV8jru1DtRcf7cq57Qz6z1GlDFMYR/y5e24YusDeDj3DWRLT4AxzXaoKvXDuLV6M+7NfwXPNe/E8uh5cOv18shr52dLqYqzhwSIqoHJxyXcW3C48E6MvxzrUleiqU2h3jyKqeLj2Gk8gIOVBk6NXQVKo0hEV7vE1N2YQecZuKMr9uaBaeAVthwP6I5+ehdtvkw7BRyt97QzezPuyP8blqQvhCz1Bz5ZPnYtSiPrHIbdHr7uCubRfE20HF7HcTMCq881vQRNXyg860Ia779O8MkqIqMACCQhbtPZCEISOtFQdunIEyKDEtHM4MynEcgSd4oni4+1zWJ2qZ3aidMo6Pt2vwnDGXFcARWiGIxvbBGhJxAxkDwVk4WH2rSlnfXGzRSPrES5tv+4j850Z8cTtouYwHhjHqIhvVkyuhbl+uEer3t8PDtO99MApSookfG/V/wlfnr0KB7K+4t5urNueOoczjcLn+rHzrTyc1mLOI8KcFkuUcy08Gh120a/TqT5DbyLkT9icSzeF0EyuiaQzT/seALBx+4PHEseSAIRmcQGzBS3ej6nNIrx5Lk8EtHisDlyh/zYMGJe61jrXvzjpnt+z7H0BRjEcmzNXe85p52l8WM07b4Mk2/wOYymt6DcnOwKPjOQ2IS/XXwFfn+kidvK37H5wAiRAReEyG2J6Gpk5OU4ULgXohC1ed+4ykwwCbF7fPDxrEEW09BZwx4fotgHTcua5LzWeYhJzpu2N0xB89J4+iKTj+xR91Vdx3n7miQOOCoaJr6bEAmy2IdGc8p00qlHqzzI+hKnQNOrXWDA5qYlOt/m7k/OBlOAKKZc78Dd1zhRsGHUQt9x4HVa8Lq9rSmCEF4P0CV/g3eC4ZGMVj6gdr9xjHh2S55viAJVGQFjGnRWt6vYLGPQbAcuoowH0IYEmXuXzNs0nr7I1/7gdl6TuQYDiZO7uMbcbT7pD4Lt+Bg03Bg0Peeq5Dl2phsNU4apF+td+24hTBaTUKQB6HoRTW0adx4to0na8R22q7QVWhy4oD7onrg1vQg3PxtPC/r0V10gbCdtxdpUEPrNPy4NHz7Lb+5qNer7e77Nj2lkKNcPoz+xMewHPuO4KV0vubICvFjjWEXjGBiEgPnXMCrQ0cTFqfe3LDb8HbvTkRpapdLsM8HpdzyaAcClM9mGQNo1FxwuPICnijeZf3lToUGbaquqU5YGQQgFITIO5e7y6H/6oT6OCZgqPo4vHn4CN2f/3UXoajpjRLR/77ZqfRKHig/CMEqmY8VpQSh1jyOLuNyiT6F2pI5z5BloaDOeDQ5jmst5cDj7uGM1AW9/99qB3B2YKj6GvsQpLgxf+PzVtCtoYUdVGWtAEmM+B67cdq4+jV4ENQA722oLOT57MT6Wz06+Ey9O/iUAmGozKpZlLsVw/GSXE+3SvCUSGNMQVcZ8VdtAuzHcMqY8c7P/d1YEW7DnCTpbTBylcVeY2Dw9kSGJ8VmlBLmxUKJdxmqo1g/AMCqYLDwEzaiB30jr4nJl8i3YIl3qaVewtTqTB3J3orUjtU7Q38t932QKb2cEbx35BJak/aXp3RshKtamXzHr379QFkYt0K0tT1+Ks1Pv6oEweW4LnSj2YZW6Bb1PIvMRJZk7TUqtcRhRZQgEAkQxg9vzn8PWFnoedz/2t9u5b85x5scDtiNX5lWn3mKFcOLP1lSvEwlwxL1bhbQpjXl+27rbte4v6B06qRE+Ufa6QWhPFi0IsZZ5T9cLpjJN99af2IjTk2+FBXg/KfGaQPLyhTEdk4WHXM/Geh8Cio1DyMEfbWHmO/byj3FnPahQx40TtKr2BRhG1aUGEjyO3X3LMCo9yCgSWEUzjeY0ao0slqZf4moPN1UZwUDczwPH+TBFMYWifgQxdcz1jUPPEdSXdKOCeGTccx1RSCOqDJv9RHAWesbbx4yGmeEyIAkxHuUzYUjWvaSiK/CK9AddbeCOVb05CW+KOnxeOlO4GC+JvdkE4YeTIvspSQQhAUFIolTdY/ZJi/aHIXwTRrAyHsWUCfz/Y7DB5Cacm3ovdrAH8Tx5HBFlHKKYQX/8BOSbB3Ck+IjtUxCISEVXQRIH8M2TPoJPrfkwrht9E0QhjuDof6cCNu+zbA1qWWNIdwjU21CfdQgxGC07LoFGEVcWAf6ihq7Mmgi6W0R5+LCV6JQQGb+p/Qo3zXwGhMiIR1aiN5H0sMiht13Fyo6ObSUQcOYAcK50Rodrhi8OjNXaiFp3f54/Nttb+D1Wqek2u3q/zW0Hp2lZ7NMec31yLIHl4f2ze2eDYaa4FU6ldtCutrUfB1mtMR14/iCTpaEQnI3X3GD94NA/X3gs8LY70mCZYZTN6kF+fOtuN1g6zL2h4BguwYyguCKHRJ0TZ5uul0MWsm77L7fp0jOIQDWJjRm25q5fQH48twVh0xzMW7GyEw8XvgVACOCx9BcGwIzKtutrfDHjkUYnotSuXX7jJLbWUUHjRIB3HOioN49gT/aXLUdW6wcwUXjAd2URzKhBpCpen74UTc0f9XWKOfzvnrEGitV99jGqPIr/vfJ9uFh9jRnF0u2AhbsYxPw1KvV9aOWLZMhXduGO2o88nwb323Bs+W25f8PjeARXxF6Hy9MfQV/ilK7mGV0v8gpkItl6rJ2qUwEKRSBtlFqONxMwVXgMNVKFQBTk6/swGDkB/bG1GBbXI1t6GrpetO+HClHkSs/gnNgbcfVFO3Ht5ufxxhWTGIqfBEnk82JMXY7T0+/E+an3QxRT4ETZIsbTF+HKzMfM+cn9vhzSaY65U9tm48Kp1brGxHkfALeFwXD4RbwdLbaS5ygr3DyYPAOfWnYp3vnkv3bNaj+c2oyj+fsBAKKYgaZlIYn9sxbsjUdWQjfqHXXV5suOve7rQhmBLA0iqgx5NOLCju2GB7AXU+VRR2blBbRwTceFwUoJQhKp6AobF9UO9+O0AyFtcWNcBCjSoMmH1oqH4mmZin1NStUAwfua7293ytf/PFrxNX7uroVP3ThYpaaW6xo/S2kcAlXNdNax6H/OnBn4HQQQKvsqEdukPm2d3fDrWX3C4vbzCslbjq/lxPNnkI5vwFrhPDyQ/zIojeIzaz+Ejz73f22sUise0xKOb4+1SsXWQ6IRTBUfNTFn3kWR0ijWp16Fp7P/4zlHp7lWloYgUNmc+wlUeREaWs7p5ybPIkCxKHUmZio70NRLYEwL0GINw5YbEISECQMJ6uth8wQfcyclr8Kuxr0eibtgE3zYN/4OO2vO8vfWSU7x+DI+HggREZGHMRo5FTvzt2IkeToaegnZyg4YRs2co8ogRMKFyb/Edy6axu6JDO6bTuAf9v7Qxlefkn4bvrQhhbunEvjF4Tz+UPgqVqQvxbfWr8Sa0SlcdIeOCIvi+ebdiIj9yFV3gTEDychiXKJegstGAYEwvPnJr0DTZqDKo0iqi0EIxWTxSVM5K/gdzAKQ5J9E53OSJBDFNJpaFrYwN6EQhSh0Ql0TPrMnkKnCY/jAjpwnFURpFItTW7A3eysIkRGRF9mcL4KQRLVpRTHA8SkQIFAZrUleZ3AMJc8yRYZbAaWcR+/YRcgIEcHY8QG2B+biVDKTs6dVziTo2Ple7GqNo0hGV5majgvpFLd3xsInyN4iPN2aKvVD06v25NwZoGu0fG+PT8996aYDJ0ASM75NEfMA4RlrwtDd9yeY/VowgeENMFaDICRNEHED7ufRurDwxc4b2WAIe/aUxkE8c8psjc9F3fVhx/ik3EAqtgb58nZwLFU0RGS9vXWzyLrnzJbfEwmM6WCu90NpHMwI5hK0op7hTpyb+FaHrhc4zYxRC6iO5Edbb61Y3YdH8D1+fqOBhyY5Loubf+3xqxOER/Qq9UmbEisdWQZVOBUz1R2o1LmG6/rUq7AC43jav1E0lYH8fd1yYjkWzmlDrXEY7rHCo5wqVqdfhrPktfh+6RlElWFUzUi4YdQhCgmz73MKEnexAWCY78eAJPZDEmKoNg77UrA6nH7uXhcYDKOKp4s3YzhxahdOHDxOvE00TGjA9OB2oPFH6MApZl+kqDaOYmfj12BGA/nafpRre2DNHTwqKUMSkxBB8cTBITyai+DvdnzBTPfzdX9r7nqcf/8ADNbAoKnqsLf4BzyW24iIqOGwdheypWcBGChgJxhrQBCSKNYO4hfGzdiivxIPT1M7C9HQcijWKVLqMqxLvRwSC88gzCIS153F1OVQpFRLFVR4RIVHZXiFT5CGY/udn3sik8QB6EaNh4MhYjB5GiYKD8CqzKo1srZTF8SrA6BltzaWvgAHc3cFtm0u1t0EfDwbX7B1ozKrBeiFt4WNLC+0BUUVOhl3upvwViH29hwUaQRNvYDelTf8LPSOk8X55Ep2pMbNgO9tv3cuCHYonW+DHFRR7ENE7u9qYevFYupyU9y9u+dotYMxjpHKV3YskJpJ56iuVf3MWBMnZq7BOZEV+Nqhf4J7viYQoSojqDUmuog68mu65zhba1KIQtet1KVuR10T0VWzfifdzqWUxjGUOAVLcRKeqN2Cav0ANqXfgSdLP23JxrSPknv7qP8+rX5MaQwCVSFQGfXmDCiVoetFUBqDKvUjrozAYE3ExCEcLT+BemMCDFqLsoUoZswNDcckOuPAXxEM+IMNY+kLIBKljbqFc788Inu8KOosnIliHy6Nv4OL1Gs5MDAIQsy1abTMefZLUudDRhTbsz9Gu8gp7xc6IsoYkupiHM0/6MpSWL/zVl37/RC3ygulceghGNEFK7t7eeIavCz6spbPV2ZegfNT7w34BTN3s/ymospSG8MiCMlAUKwbGO0eaE1tyszny2BgNg6CQcNMcavpwJkFE6w1ygC05qC5vqO78irYCFEhiQMYSZ3b9jjLZGlgTjidF970FvHmhTA33iqMK2l2puOP1YED2mMlWs3heXMXKfDnaSkqtDcL21FvHmk70YfjbxjgSgvIUr+n/1tYIlHMQBCT8HI4usesc42WKIldOKEirABL02ZczoLgIiqdW79izGip2G1nmjaDUnUvxtXToBt1cyO0MLY682q0m7+s6CDA8Ez2B/juzHdcY9p5LoqUNt8BLx7xzl+trAV+J0iWBrgAvElnwWWG6iBEwoukK11nCutDnQsj2plhlHAkfzceyH8Z1foBUBrF0+Wfmw6cr9q6TZTcKx9HIAhxh7ICGqxIlShEcVbsGiTVxYgqi3By4rUgREIishinq6/EZPExzJS3o6gdMSN5wIWpD+CK1HvtNZAQhW9wmAbGakjF1mNV+mWu9jp4c+edOevaVHkblhprO+LiLJ5XLwNF+4IffsQfl2oDIGBj/NX4+IYmTohfAUv+LCIPmt97CxY0bQaGUcGe7G14PvdzEw7ix+sCdjGMifut1g/gaP4+OFkK4pofrMgp7HHnNrdMXzvMbFeROFkaAgHtSfuP0jgoET0VRqnYenxmxZ/hkwcext7sbS2N9lzb3NVQGuc7F62ATGIDEuJIx91Et9Z+B9/510HtJ0TGxtTVeO3QUnxi+yd9kY7jy1kQhCQMvfICRwK9kRm/5mbYb+aaSnZHa4HudR872/EZ2ZtbX3edpwtuOW7t+7t1Ho5L4drLXJeT435saSeq2guX914Wqs/OP/ay+ysvbFSe7+yPomOxlhmpBXQMJs/ATPk5Fx7LnSq16EMiLuczeFMMuBZ6Itp9KLhf8vMuSV+MfblfB54pCNYCWBq9ubb357frlvwvnN2v4Zqt/xoCLQiab7z9hECELA0ErpGCkMSL42/HXaVvQdPzXeGvT0m/DcvoEH4682k4OPGifU0nYlZFt/1VlUfxhbVvw78ceBI7szd3OPr4W6/m13gGaVliC47Un0S1MQ2ByEioo8hVdtna4laEjBchceWlcu0wOPVR3c5m+KOmfjyw846CvmvvB0XVxSjXdodi4rqKxOlGDXqPhLeGUQocTF/ffxT7cr/FO0c/gdH0lsBGA84ibhgljlujKmaKW7tw4Drvgm1Mh4nZmE9jrIEnCz/CJ/fd4JuQO19nrtVzvRohFuh2bsajprNtN4Ob4T2oCsz6rtfq5nbW1LIwjJLJpUTmLX2gysNQ5eF5OJPQQu/T3txRSh5xozTqG09z7+uWCkJna38t6zxce7kM/g74Z4Sodj/g0aFg8XGAj2VVHoVVoepU0gm+irBudWvZgkaU21954Rw4SqOmg9H53XFHhkc7XxW/zG6dUwkK12cW1lGHJGbs772qBdbR/J06fYiY808QZjGCKEm7PnFTxjCThqZ17urVgQOAXxWfwed2TYdiQ8fS52Mkda4v2kQhCglboYRBR0PLYUn6Envc2mOPaXjC+L3ZNtZVAd3W3PX46cyn+R+E2mPDnZ625ixeDem31r6u6RU8kSP48NhJHThWLcqWsG9FSOJAF1Wrx5/xiDt3UJvaFJ7P3oRSdT9UKQODaRgXTsFI4jRzYyGYnH8MhlGHQKN428DVOCPxJhhGxY7EydJQAN2I23iUL+y7dsagISJl2py7WydOL/SMuwmyfHkbHs59HYw1MFFtIk68ZezOTpR4ym0Z09uGE73n6DxRz8+CbU5WvjAylyrRUK7t7vD7Vv47xpxc/HBqM85PvX8e2unYcGqzRxZJ02a6rqZrZ5qnoq13S0bXtuXZi6nLuVbvvKVQAWvhaJpA0vlynhkzoOl+IfDZmN4j6J4PZQbdpHQI6ufE91evbezOEerlvM4YYOaONw5BiLYshG5zO/qGUUetcdRc1OqueUIHJbKp8SybKQyHfLaduZ3GweQZuDD1AfvOureFLnQSenx/7aZ6b1ujyjgABkqjWJkkrgiAlR518/E5/3U7Jw7Rs5/U1P23u9jC+3lfbB3iLOU6P/U6ucyb/p/LeNue/bGpehK8oIpEgcGaLZtyXS+h0bSIw/lm9HDpURvr5/TRikdBgW8u+FjqRjqPMc4tZzlebqkzQiRzbe7cNzU9hy/u/yT+ft/t+LeVLw2gkbGviHbOxVj6xfjGie+C2gXt0PFmurnh4A5aHOn4BgBAqboL6ehy7Gz8AQNYam7kdE68DBGADoHKYABqhM+rjGkAodD0iik5xsdYVFlivlcH/mVF62aDYJspb4cihQcGFqywYbbWTTotqixFtXH0uKDZ6Fxq340FAyRbK/zmeBUhaU4wx0OY3LlnSuOmbE1rhR/nKeJA4DCg+1yMEBnJ6EpQIiFbemK2Z4EiDUMUIqjU9r/A6el27zkodB9OT2ClAHornuDPopu0XZhxjJRhp/QsS8c3QKIRW7XFn360+pEkxMz3oMPii1OkvpbKwW5MkUaQiiw1cbXdp5j4poDOeo4aSp6FycIjbfpS92n7iDIO3eilgtbpJ3yuPQw3BY0lz+TeyLr/9p7J+s6KuPlpLIKuLqI/sRENvYxiZSdAaGCUrN11j605dCrt0smKNAKDaWZBzU4AQDK2GpX6JAzWCNy0ydIQNL0CwyibRR+77MgbH5OtIHmrTZTGPBXGTsWxjpPSb0SNlPF89ib0aidm3oCz1eX45uF/hpUSJ1QGMxov+NzXyRLR1SjXDsMwyqA0gtHkZmQwih3V3wEAdKMBSkSTeooTfEfkQZRr+yGLfRiLn4GyMYXJ4uNIRVehXD+CVGQpn5dKz2BRfBM2i6fjV5UbTX1xM/1tSxD2vvYq0giGYxuxN4D7EFgAJ44QFcnoclPuZP4Gl1OpIUAUEgEaju3aNHdHS5FGTC25+e+k8+MI9m6SOGBW5cz+noJwPJ2xPcTkPeqN3sHv4M8V56VIIxiMnYiZ6g7Utey867h2ol5ZKAyUNakSIna8J8vZAAtLY/Mz+jnGktG1KNX2B0T7unV0BMhSf6hj4fCoOZsYK2rX2THyOqsOjs+dultYih5CZCxKnY1DuT/M6joRZRzV+sFZ/dZt4+mLcLT0eBd8dM7zaOHrM/tTMroC+dKzvupFKwIUnBa1sY/gmthxdQyFym5bBSGsz1kOj+f9m8db80AiutKl1dm7FuWK5Eu6dmLaj1V+7euW/C/8prgTT2e/a38TUcYxGDkhBNvn/F6RhjEeP8uDVSMQEVHGTEoR3cZfWRXN9WY+ZPwIGEltxiXq+fjvo/8UeEVK43jz0PvxvelvdI1153AFFZot1fVCO8+9G4Fo9pvtsNpvObeczoxnADS9AEUaACUSGnrRJXJPEVUWoVLbzx1XpmFJ+kKsMk7A/fWfYJW6BU8Vf9LVWiIKaVAqo6nlsDr9CmzP/gRtqahmg4njk6bQomHqNW8oPhVbhY8vviqAaX1uVm9OYnXm1aYDl0PncnkHD9ObmkNwaD6mjoDQhcGrvRAOHAAQQud8T4vTF8Ifyg8ryU/F1pv/pj790m7SVLxk2y/7NPuoIoEqZ3CocB8q9X2z0FPtbO1lrAgS0ZUdzjC7lJyFlwmbSLxQhQYYq3tSNEFn9PfRQmW7x4Hj+JhewNA6ms0Z12+9fcAwSi0OHIcbhOPj3O11Y7IsDJa3apSnVt2KAPNpjDUwXd4+azmtav0AVHmRq2p2NkaQJENmqqfTe3Fxm/n6LYMOw6iiUp8w/13xfMtB38Hnt7GP0KHrRZPUu2b+MnwDU28eQVObgrs62Y4oCVEwMBQq220MqBfH2CnVLGBT/Grk9P1tjvHdR9vNFu9vp2R0RA1vX67Vj2Bf7g47bWdd3//7pl5AlWURUcbt3zPoqGtZM50qIaou5gVZegnFyi4fR51zbkUaxMXqi7GvVmqRRrSei2GUcHvtHohCpNtHgI3J1+OS+DsQlG79Y6hOJRAhSX0o1w+bBVUqBCEJSkSAiDgt9Ra8ceBarElcClFIQjcaqNT3QdNm0GzO2NyV1QZ/7gKNghAZe7O342HtVxiIrMW28q9c1Dncgscwx4N+YPxavKbvw7gwuj7gmC7vq10kTpXH0dQLoEQOBIwSouI1fR/Ej6b/Bc4gFlyO1nyagIiyCPVmrit83NsXfQI3TH2tZxLOXq0vcQqypWePi9RumM2mYqtbs0vqu+KMAoJSfPHICpSqu9B+Z9eOcX5u5q4AOt5MFPs84theC07De/nf/OZ/jmEs+GEVb17lhdmYO6rhrpj0RoC8kRVK475KYoeTMDziaVVSBkdr0/EN+O4Jl+NVj/1XoNrCfFQsz+0cfk69Y2feyJO7T/Eo+hfWX4eDFYLvZx/D7tztHdrYqqZwQuZq7K78AbX6kdC+6lbv8bfHIcFtBKau3f3Ff9bx9IUoa5M9wyfaR9YJYuoylGv7zGfl7XPuOTiswpsQFanYKpSqB6DpORCIGE2fZ9JbCfZ5KVVCFCx4OwhRoEh9Nt/cfFm7SPgLlU3qxawoXKUxCU2bgVs1JhPfiBOELRgVk1ibFvHL6UM4gu04lLsHrSly/tzjkZWo1A/DMOoYSW3GyTgbd5Svh65XfM/I5Es0K11j6jKk1MU4lPsDosoSnK2+GndXvtvRV5lVJM7igrI6VOtJa7gx+wW4+U44b1iubWN6NwGj6XNQa0wEDkyn4sSxHxduNImDZ2cDiU2e3VMY8P2K6BUYTW0OOYvQ0i7ApGw5RlWohKjoj8/ey+9k3Q/cMDwAwxWx1+GEzOtDfmeBQxksHcLWI+a2C2TQTJbu7oyD7o8RcD1EDotAxIeW/i1i6nLfN3pbB44vdl6VBf/vCYQWDiR3AYLbKVHlUVP9oLUaMdQItY91Y+cIoU5BA1Fc5yOeCYzTKjgkmXySdaIfnOPKam14ur1Q2YP3Pf8cGs1g4tr5KICa2zlYF87R3Ip9KI2aIGyhZU5yojg6LLon3n8MfP3AQVw//VssN1ZjKHlq6PnjkZXYknofIsoYRCFtj9XthV9xwmCbqqS175ya/nMsTb4YQ8mzHAgFkWH1UQvuw1gTnHvQ4TUzQoqtlmVeih9s2IiG1nvkvX1knZmbQGv8efuce00Mq/BmrIZCZY/N2s+gQSQKjyCJGajKCAB3nwrGvDJWQ61xyDUPtO8jQcUVfYlTcM3g38L9XsIi4QAgiem213hhjdibgELlOVOlSQRjDTMDI6Cpl3GA7sCz+n7cN8Wf/6viL0YmfmJAtboOSuO4IvY6SEISiegKnIyzcXf9RpMo2E1kzo8HgOHkmUhG16DezOJI4WEAQFMv47f5f4NucO4/99zVrc05Bmo5VfOxY+RVZLJJOQA4k7uEw/n7YUlV8AdlOQUE71r0bnwn+xOP9Ee+vG327YCI6dIzHkwgl0Vpnei/M/HZFueC0iiS0RWQaQyV5pQpy+VYVBlCyWhA0xd+58JYzSQbXDgLezatx3GclnthE4U03rGqgfumV+N/ZYN+5ac0CMCnBMrC9Grdn6Bb7Fw76aLOxomlWUipP6EyViQYpOlu03VWhA3oSP8BDczwajK2OtA8MsB3+72By719xfqdYEbXKuBOmxOpEIQEd+IYT3tY7eERwXLLtXWj4uojrfxj1vGGUeqCL8uyufJmze338chKUCK6MGDAfGCSZDENzajxKI/rHVtyUW6z5nrGNGzNXQ8AmKCPQpU4Qap7XMrSEBgzUKkfxh9qXwZjDc8C5d3oBzvau7UHMS6ejN3F212fWlXYDMyo2NEN7xjzn8+RpLomczr2lTXUetjgJ6KroenVBdPG5msahzUMJk7CROEREMafpcbqABHR1KbQbJlG/H3KG7mOyINYGjkbTdRN7J9z/ObUe3B/4ZtgrAZNy2Jp5jIcLNxvv5e0uBiDEb+iQFj0Hgue8ZqbMXOOEpCIrgABNTFx/DuAS2eWawdBiIgnTf+jiTei1gxmcIgqw/iL1Q08t+1yPFn8Me5hP3EptVjZCrfTT3DEXoetY2KIyP1oatPQ9SKaWgWZ2GpMFh5GL2O7p8IGXvXWeQFbkr4EDVbBkfzdXTfESquVq3vhsGAHkeNZ2orOhMMfWBXzMalRGse7Rj+A78780DdhBtuazGtAQfFs9oeez4+fyqnebHZg++4WqKBnElOXY8flW7B/Ko3z7vtBVyDb1gpm12RzHMmYxdTlEKgc2I+sZ9Ge+LM9WDuqLEWlfgCdn31vDoSV4mwnmG7hgKzvuZKCVRwxO4fFSoF5U2F8suPE4XlYVYBWaskpcgqvCvSA9gNFw3sh+O3l3jgERKAKZDERIEHYvblTP2HWLZlv6DVg8kYyo2WcOu/aSse7q0V9hSQQ8bLMh3B381ddpyz95NvWZ7KYsGEOrbJW3n/zfuNEad13ZvWba8c+jgfLh/Fo7lsBx7X+htIo3jz0QaxPUzw8qeHO5u12dfRsjdIoKJGh6yVQgUc7RxKnIVfbg0r9IAQatXVmRTETUhnuyDtlEhsgEAkRmsGBwt0AKC5Jvht3lL7FzxOwkfSn+WPqcmh61Z5/CURTx3wKopDGdePvw+f2fvK4mVtnZxwKIAlx1BqHPJ9bVbZUiJoOdQ2yNITF8c2BG72oshR7r9yCg5MpnPfAbYFScUH+kjXGGGuA0jj6YmuQreyAoVcwmDwNDaOMUvUA+mJrMVF4GKo8DN1ooKlNzY3s1zI/YC/ICET8+cDZ6KOLuzqnm8CxVN3j2j1zB65VNkeHI1HhJpucH2epP74eHzjxKIyQB+a353M/x/Z8a+mvJbvxx2azG6RdVglTGf5nEpEy+O62JeiLVrEk/qKuzhNECNyd0sPsbTbEluXabo8D5077EqoCoNBCF2UCUUi1/M59rrHoaeju2XeW0+LG0//15iSCihkAvpiLQspMR7iuzTTf5qu9eWV9+P1w3iniWchFIWUSh+fhFkK35glJjIOYjp479eN51u6UkEc0nJsk9ptFD92kJrt5llaa04AipcGYMScHDoCZ+uF9xcpYuE0QkvjIkr+YdSGFfe/MANeQTNjPkNIoTku9xfx3BJbsmXPthOssIghVMR6TUaju6frqUWWQy3m5rKlNmTCHVmnF1nFOeKFW4Ht0+mW2rmOP/jC6nbMEGsW3j34GD09qECjBdOnpjr9xP7dgo3whhwZdL0PXCziY+53Jyt+ApufAWA2URkACl2iLjJehP7ERV8ZehrSwGJvoJsTVxVClftya+6wtP+nXrQVa0/zl2m4k1FEbnsHgVAYbrIFfFZ5H++Kn2Vm3UJjwZxl2bDC0QxEztrSZY8z8/zoEqkKVeSFCXB3FvuI9CJoX0pGlECQDPzvQh1IlGEsti61k7Zzsms+rhlHFVPFx6HoB/YmNGKUnolQ7BE0vghIJiegKjMZOw2D8hLb3O2eKkeDIhxUt6y5dSGkUG5Ovx1PFmxYMgN+tCUIS1y66Dl8+9H//nxABXnjzatD5jdIozki8BVsrPzGdh+4nCic964DcF866ERDvBGInZuTNSuV4oz8twu4BosjOteLwy1HN3VoB6H5AeSeOr/m1AKFouFOqNbgjElbkwG3hAPd21zu+TZVHocp9HvgIMJcCpvD7JkRFVFmEVeoWPJ77NlppfRyKEQ64t1JIOtZlXovnsjfNaWPF35+VMndH/LqhFGnlTtuSeh/uLd9g0mT0kLIiKgSqzsP6RJCOn4hcaRva9TUCERvTb8Ah4xnkKrs9/TqmLke9mTXb0l3xi5tIv13UORVbD1mIY6rwGICF2xQvpLWbNwmRIYnplvRvWJRXFNIAoa5oKMGm9Ntxad8orj3hIP7+4UW4qfAj6EYDml4FpSKq9cPwzOvmmBGFhC3n5TdVHkW9OWW2bRoRZRGaesUsauNR8XmJxFkNojRqe+w8HOz3VPWODhznSOHRjSWp83H7JU2cFX9jr80Jsd5A5ydm3mC3RdcL+NKBf/wjd+DCAc9BO59edjmzag2RQqWMDKOCB/JfM9NArRNLO6AnISIEGrUVChbWgic9Nyi4c5+hiKujAdFliwrHizsLEkV2rhUsR+W5muu9OnJc7ayVOoB5/vYrpxDffzsZ75eJ6GqPJFiYWfJlDjWIAEu2ybl3c4KD5nKOnTZ1cuAsqTs+/sMX1dmNkflUGHGs3pjAGcKlpmScM6Zn72C046aqoVzbjcdz3+Z/QzPHm3dzRkC4lqSLxuVI8xnb4W618Gdj0YoQomJz4s+hyotCj2v3tzdqyp2+u/Kfh6blQ69tH01UTxsZq81LgIHSGN499GqzcIhHvjPxjS00XoTKeKb0C0wWHoamFzyUWfVmlqe9zUxV+4ILbrwoIiiz5bV8eTumS0/DT+f0x2Tt5k3Ggkmvw+5VFKJYkbgQ4+mLQIiMd45+At89Q8R5AzXcf2gI99e3Y7FyOgYia7EyfgGuTL4FlCoQhCQv5LEj5mZfJGJLPxWEJCLyABhrQBJiICCo1g/ztG7AnOy3WUbi5iYSHVHG8eOTr8EXnjPw6/y/Ix5djn5lNQ6XHm2LiTox8wZsy9/cxc66lx01wV8t/gS+cvhLPuxBa1TiT8FeGMyYw2Q+/6oRnSg1ejc3qahXEWDulBNB5mAnrF21NSm3p1yZz74pS0Ouyc05tyqPBiodePGNvbWFK0DkIQgx876daJogJiEJUdSbOQBGCAu8d3y3zwY0IQop6Eal7caS3/9kT/cRZJbahCymkYosRdOoQjOqKFV2QxDi85hpELAu82fIGIPYR56xaSgWNpLoViSw1oB2WERgaeYyrDJOwB35f/MdF95nFGkEF8XeDJlS3Dzzr6Fje0n6EkxVnzPVe6xCGItWpjXdOtd3O1+QDQe7SLEkfRESZBDPFX4BBiMQ80hpnKvWmFRDEWUcTb3iiQ4F31uQgkTn57AkfQlWsw24I/+50GPcND8LSWE13yYISZME3U8DYh8Bh2KJPztVHsUX170Nq+IVnDg+if0TafzXrgxumPkpKvUJJNRRTBUfA4GAsfSLcTD3e4ylX4yGUcJk4REQqsIwqq7spJ+MXEZMXYxK/Sj6Yms8Em3W95n4CZg2K1r9Nkv186BqIq/eaTtraAX803Nl3F78ChgYipXnsSf7y46gdoVF0B0mpZeJjOGL+z8ZAB7t7AH//wZwsKg/998ambWA8P+w8v241NaibGdBO0aHcsKKjLQ6cCTg+N6uZZ3PP1l348B1E7HxH2Po1nk5jYqfuLTVBBsv17sFP5Ng4lCYAOAAOgQP5tP5XhT7OpbJc44mwXXfDohe07KoN2dgGCUYRgVOEYJlBG4NXUJkEKo6/cHEixEiIB5ZClkahGDiDwHBpWnov//5qa4zDL441JtHMFF4ANnSEyhWngehMtLRFfNyDW469lcfwg2bm3hF/Fzwe7JSz7M37qiERfIt+Szi+tupLvZrqRKI2Ju9HY8bd2I4dbbvXOFza715BPfrv8ZdzVvtzZR1vpi63P77DOE0bIm8Fhck3w1iUnGER5rmPpcHYXH95kS8wyONDS0Haw09ULgb2/I/AYOBtckrsDRzGT8PUfHWkU/gsvRHeBpXy9vp0M3qVVDElCvKE3RvBKKQcH1H7Oe2LHN5W4zv/vydeJY81vYeNiXfYM/j+h9J1or3D7O6ucWB489nXebPzPnXMLGeBOnIChysUpxz+SQaDQG7ijE8kp9BrrwdTb2EbGUHrOd8MH8PJKkPI1iB1eQMCEIchFCIYqpFdMAaa2vTr8QlkdfijMSbkGvBkQroj29AoeL/3LF5pFnuxGnkmK4XcF/+Sx2PS0bXeuQxHs19Yy4NbNeiBTov0M3ueL52eN3gf2Z3jXa7N+ZRO3AiNK5f22ScTdw9UcVW3NP5ikQIUNqw/ubFLMERGHeE2E8z4P/Mf965WzeOnv8Yv7B2ex43QBIz0LTc7BrYsgmy3q2fymV20XZdrwRcA61STsR8d8yJpLU641ZkhYC52ukBuLMGT0OIAzCMCihVYRgNAIZLlsjpv91rwHay3iI7bhF0SqMQaNSDc1LlUchioquKeMsq9cP4wAMZ3F7+pt0W77PytxddttmqPHa4HXnkxV356R9Pusul1zz4zqnioxDFPoykzoVIFBzM/T4kusojHwSipxDEcl44n+Nu+/gbpz8NgCKmLgEhFJtSb8Uj+RtACAUzvA5mRFk0LzJmfiMQcV7qPbi7+HXXpqN9xkOVB+y2DMRPwknkHOyhO7Et+yMzTcrHh0QJ9pNDpuIGpxyiVMGaeBx3lbIB8yO/snWPuuEmP45hIH4ipsvbYDCNy0yFGGMNTFeew9LMpdibvTXwmEcL34MouDdO4jGGILVfV4O0Shk0aHreLP5xjwfelwmVsdhYjO1E5FRnegWEKMjX9uD3E0XUrl+O7fkm1qclrIumcW9eg+Ga0yxMblMz8Ej+21icOh+XJP4C92q/xKh0ErblbjTbxOz2AAIoBMQkiqNsrzl3WefrQ0IdR1QYQBY7wu91vrVTwyY3QmSsSr8Mh2uPt/Cmzd1eOECyw203e7D3ltR1eMlQCn///PFYwj13pYRzU+/D6kgSj9UOYTEZxC/yXwp4Xu3Fo1taRWQINOoK4/M0Cg9dh72L3vtJt+nnueq4us8TUcbaUIf0IMIekmZ0/54LbJcWVLw6THeYEJmnGFscqyAHkrebp56LkE1uMiuCZjmJjoJI05VWMxnT5xFK0A483eGXIESBJCbtCnhNm8GyzOWo6NOYKDzQc1sEIQnGtDYs/nA9l07jOMzZay0ScKecvNQtjuIHfy9NADo2p96DH2ypYsMd94Q4q37aF6cdfnoinuY/CkoVs8CngZi6HKKgYol0OrYVb7HnBodZv2r3ifnsC73BLPg9DibPwFThMbgxp0vSF2G69jxqzWkQIgZuOAQhCVlM+pQu3BGzEA3bngMFApZlLsWe7K/QUwHIMYDrtKfbab+5IhCxOH0hjpS3wjAadnFIVFmChDqKzyy7EB/Y9QtkS88CMOz0pyikoOlFjKbPQcOMvukmVjG4sI6gL3EyvrrmpfivnTpuK36tZa2ynlMqth6ECFghno2j2IlD+XtsJZK16VdiStuBplFFrvRk4D11nU5NRtfC6ixcCNcbjnX+Dj6lLPbhP9asxD2bL3NpaPZuwcB8N7v7sbVV6ZfhFem/mtM5DtBdUAW0AQG/kBZMNdGL3Vu8Hr+o3I7rT4nhmmUCKA1i9zewNHNpSJi/9d1apfiedkJDu3Q7AYEsDfXU9m4npLnpuHKzFirHgfPeN6XR0AIR73Fxs00Wz6Lb/CSd0zCMVu3U1nE2+/HVtCdb4qHGYKwREhkLcob534bRAIGARnPCkwLmIutW1SoHNvvpRBi0FmqT2Zo1JpZlLu9RfYVnLBrNCWhaHoYZEdmT/eWsHDiAZzYMowJRSEMUEnbBg9tiqkP55AbJ+41AgCINB13F/N6hhHKnUx1FBQHu92dFXwlEPFi6AVvuPoJi1YmmefuVl7iWq3b46UV4qtJgGt9cGg27IKhS249CZSd0wiMuBCK2pK7D2wffYAYkmK0VPZ+OBvOoRfiVL7ypaavw44ropVDkIVh0WoRIiJI0BiN8bQwuvhCg64UAqTIrkm451QFt7CIV7DXddOBo4Jrrbxe33rDJgpC008e9mJtup9W4/0FNXVO/9Sc2ghDKx5+9fjBU6vswUXgMf7/vMcwUnzT7LbXPabAGAB2Hcndhqvio6/rUpW7jftcM+cou7K2I+NiJTShSxn0HHs3yfHk7CpVdeCz/3zhSfAQRs5CHsQam9d0QabQt5VlXThyBiCsTrzGFjnlqwB/tcMKzwQtZvXkEr33yZ7juEQnFavfCw17jxIaWJaKrsTrzaiSjK9osbgSDyTNmeb3O9nz2Ztw8869zOseu7C346+c+PUu6iBfGee3FDKOEQm0/bjmYwYd2320u3P5+QvH2gTMRVcIXkCDzTzDtdsRrM6/GpfG3LrDkmYUNbVN9Z2JH/dg4B2cWlA4GYupYqPSY25yx2Q2u00o5+KtSvanNeGSZ53sege4OA+ukmVql0/ycZ5RGMZDYZAqBBznvbnZ+bwrYzcEUOi4IRedn0p1RGsG7hk7H6wY+Mss+5ReTn4sRvCj+FhisAd2z6eJYn1J1p4m3lAN5NS0pQAbNpPoJtk6LtHfDx3FyhPCog64XsCf7S/uYeGQZZKnf1Y8Ez29b9UUZJDEDQiQ0TTgBA7PnfgYNY6nzsL14GwCGRekX4WevmsQ/X74dm+N/DqDd/MAXYF4lGtx3wvq7OyJLaYQX04h95obROwate/9t7UHUm1Ouz2t4NvtD7Mn+0nQQvGM/ooxjNH0ORLGvzTuYX3J5UcwgGV0F1uacvMqcz3WtazCvvA2bCxkz8OrkmW3HTq+SioIQs/t4a/BBACUSpqrPQZVHfdhdvrnak/0lnA1I3X7nVr9pwTOb2F1uFJZLRSBC18vYUQCeK8awOHIG3FhJryycDsYMZzNS32d/09BLOFp4GMXKMU2nzsa6Sdk5rNvWQx5MnoEb1p+PtNzApY/+OkRqS8BIajOO5O+eZaj3T7NK9dhZUBoG8D9PAhF/s+Lj+NyBb/jYtNtb+DttDatL4gAWJzajbEwtsBRZJ7xUqwpJd/xrPAyvKiNtJIDmUoXX22/bC4L7zwv4x69jXnkfgEKR+pCOrLBVXxRpBE290CMnIE/5ERAQKi8AZoenDmPqMlTqB3uIWC8k/INgNH0eDufu9aTbVHkRao1DpsrH3pZfqfIoFsfONuWZ5ssECELMlElswA+ZmE2lupVOJxBAhaiJx2V2BeeW2FtwZ/GrMIwKFGkEn13zTiyNNvCO536LycJDZhXytO+aToW7xUPo1b90opAMGkSxD6Px07Ev92sIQhKb4lfjofxXzePD8Ii8jYuSZ5iVxEFVtO34+mSE6ShbJgrpgCrs3vqaHxbSlzgFp9AL8Nv8vwfcF5CJb0SpdihUdWY0vQVVLReq3OHnxuyqja55xz//E4iQpYE2yiU8ddrQ8qbSSyfuT57VsObmXngnCZERVcZQa04jpizClYnX4Icz32wp4HScWIpUbBVypacD2z5vPHELYYPJ0/Gx5R/rUNnnsG5bNll4CDfuV/GTAykUyq2yF9bx1kIwuxD6C1GlGhZd86cf/hjMP0j8z5PvThg0fGr3pwMcuGBxbOdsYe+U2YLb1m6qqU1hf/E+TBQea3vOuVun/uL/3s+/ZpnTxmR0Lc5NvRcMOmr1oCpuHvXg0fLe743SuId53zHn+ftT3d1HjimcqsEgvI6bj4sXJdQah3C08KD9eb15pMWBs6q7RtNbAnfsPB3HFQgo7S5qaJ05qiztItLIIx8W036Y9SVO8ZwrHV/vmrj5mCZENSErc+2XpoPkYYtn9rgKcuAAAbXGIezI/RxW5G5+xocOXS840myweMr4uW0FioDUPYFoRkoEz/cc+M3VDgyjAUIkjKcvwtUD1yETXYnf5v/NdtaXxs/FVw/twqse+Q9bKotjKP2FVxIEwYIgaABziF6HU2fax0WUMRCI0LQ8DhV530xFV0CGZLeREAWURhFVlsJ6t1YGizENM1W+TglCwpbcclKw7fj6LMxq6xrgwCeMgMBLb5sFZkfmudUaWRhgSEbXwB1RozQOQlRkS0+0kQ0EDuXuaiu9NhuojhWxsqTBvO3nkWQ+9gN/jWrjqFngEPF8I4kDvqxAHBcnrkVMXYSBxCazeKrqPyEkccA1Nwq2H8NYA+XaPuh6GYXKc3iksQsvib0Z/sgkfwYUjNWgG3WTF5G/Y0Ua4dmKNhHJDk5ct1I0c7OpwmP43P6vBT6g9kZwpNrAl45817OYz0YiaXbW+mzmJ1UXhGsg+NDSv8Xp6bfNw/kXxmLqcpycfgt66zMuXE3ggO6uWMB57pbTIUAS44iqixGPcDyQKKTR1LKm8+EnAj0ezbnvEeUkrFCTcLBefudWNxc2x9HpRPXhNmbUXJQfnm9g4fNmW7wjCom2KRlnceL3RIgb2+Y2X2WkKzVqLbBuuhv+nnn73Zxa7vRd+3SNYTuKczGZxuH0NwG50lOuezMAGIhHFiMi9SGiBBPb9mLT5e1QPRicTmaljywsoQ5J7PT73tcGTiCrwz32CEgLFpgQASAiNL1oY8j4eyVm8YoEK6rHWBM1PYvvTX0eU8XHYREFA8BE81nsqvy+YwSWEJHLt5mLpSxx2SVNz3ki9tX6QdvJsfBUM8WteFq/07lHVoNhVFCp7zWdBMO5PtPsCLquF2xuyJWZl4VUmgZZ63HWuLSwkXMz7zit1Pfh9/kvQqAKLkt/GKo8iogyjpWpSyAKx2qdtYzYc1o6vsGsBs1CFPt4xbeQNN+9YTviQeuxNS/4ictf3/8uKOa7JxAhUBVXLVVxtvQKKEIK6ehyCEIMm9LvgLvva1oOi1Pn4rL0RzCW3gJZTLuua2EeZWzL3YidZA+iyhL7Gg6Ot4Z4ZCWi0gCGYxuRjK4CISrqzSO8yIG2STnPJp3qhCw7i5UHn3e2lV2tFiQyO1eLR1aioRXbckdRGsUlyffg1txn/S1CJwzXbGk+xtLn25Urx6Odkn4b3jU+in/Yf6cd/ZytdV0VSmSo8hASyhgmi4+FPJvWVLz7OrI0gGRkMaZLTx+zMnmvDA5gjYWw+44qS1FrTrZtn7uCT5VHoRm1Hik15g860E3FnvdeHUhF2G+tz20yZpcou2PBbXcoB4yANFabNgbOVcH0K537rGDeY3gEk9MqdU8zEnadTPzEDuLzfEyEp8Tbz2Pp+AbINNZTMUaQVBwhMmSxr2Utaa1otlKx4NE8IoJSGYuT52Jv9tcAAG91eO+wAv4s6nDLWHWTPjsx8wY8X7o9YL1wt8ErRWlFkZraVMg770W6cj6qr9uTphOi4oaTP4iMrOFj2w9je/l21zubD3hAd5RGhKhYlDoTo1iLh3PXwykAc/+XHycKcVAihvopfDNn2M/YS3jO39Fw6mwU6wdRqR+GpQ89kDiZk/sSBVFlEYYjG/Cm/lMRFYEfHTmMh3Nfd90TX3dUeRgJdQxpYTHeP3YiPn9wG/aV7/XM0bI0hBXx81FFAQeLD0IWEqg2DkOgUeh6yUNn4rZZpVMjyhg+u+ads4o6CUISfzn21zZFwFytvQPnJyAOl6Ny2xL1TNAOeEDDqOJ35RuCWtT2d7MfZAwHc3cetw5cRBlHhRQQF5lJfsjNvdvoxbp9TonIcmQiKzBM1yCqjJk7dn8qqDUV775OvXkUU4XH2m5a5tu84HwW8LnXKvW9IU6RUxXnlmipNY5C153FhxC1i/sIhw70OtbDHDg3ZMJyYnm7nCrosIi8RaHB7MiRVSTBENZ2TmOStGkuenHgnGv4zxscHe58Xr1jCrpQeW4e+puOPmk5CFEhS0MBMBUBkthv/tsdFXNft/08lis9hanSk/CmPtsbl4pzClsIRIAZgYtsI0A9h0e2qIlZa4IxDcuMNXAkong1NiEqTk6/OSAd3i5FTJx37cIedRN9fiZ3o4mzC2ovTPklyb73pZnLcHn6gyb/G0Kcdj9fZDvj77BdtDvMeNaKE0V7I+JeY6yGuycFXPraCfzr2hG8a9FfuKqgjXnos91lXBirIVfdiyPY5Tre+S+lUYhCGotSZ2JJ4hxIYrgkI5fvc9ZTXu3u9BEGDUfyd5vchIadcs9WdiAVWwfG6hiObMAb+09FTAQuH53CW8dHWuZKAoJa4zAmCw9hR+6X+J/9WdRYAQ0tB0pEs3+oaDQnMaPvRQRJXrnOmiYOsj0WsudIHIEIQmUsSp5lAjR7NQJRzHSMEHBpnizmE482lDwL4/SkBSQNXmibX6ml+TICESdkXofdlbsRlftbZEOCjnc4n8KA7gj4PNysCcWSs5nNzjB41z27Z94KkG5/bLtBGlOXo1LbDzdPVmv7/M/RCyIXxT4YRsPenPQqkzNf/E+cs+uo+Zw5/5LBGl1EQDnRqUWSy58v5akG1wIiiElz3uB0CxYWz6FQ6TU6Ewa8nv/iBEFIQqTRWWc4As4IUUhA04uQpf5AWbGgqGe7d906RhyHpdsoNoGIZGx1YCFaIroaml41VTv4+RyOOysV6+7vvJ+r8iIwl0M4mt6CQ7m7fPcTPpatdY0TRs9OXs+6znBqMyaLj3vO4Y7oDqc2439OOAevevwWFCrPmZx3h3ooFOquHd3Ym4c/gTvrD2J//i57oxNklMbxg1Pfi1dedRCspmNyq4RNv3tuwQvE3FFR+1OiIhldjnx5OwAdEWUc9eYMGDMQkYfR0ItYnjjf5KTdZXK85VrO7S8Ass5bqOz0VbnzfiaJGSxLbEGdlXCgcK89Dqy5SBLTSKrjmCo+bhb0WPQ3bv5TASelr8GV/cvxlYmfY6r4mK2+Y7AGRCGORnMChMiIyItQbRw22yZDD5mz20biRtNbMJza7PmM424qPTtwVgk7wKBr7dOflEbx+XXvMcGU82cThQfxWP4783pOty0sdQUQNAGJYt+CRIp6MQYNT2f/B5X63hYHzg34tCb8iDKGVGydWYLfOmlEzXL69kY8EYZ684g5gbff0cXU5XjryCc88j2Wtd91c/A5Byx3juZyuotwYWo3WDWsujaijIPSKK4dfhMUeQjBkkLuKGN4pEHTZmAYVaxNXmHy9PVmzCRunavVGtMYSpxi/y1QNbTqyms6BBqFIqVAaRyimIYqD5lt4xxYgpiErpdAiGRzNzn8WLQjx54qj5qyXLDFq8Mj3/PhwHn7kSr1Q3Mt/N1IuLU9OxEwkjgNopDA6vjFLd+r8qiJofSaW3XAawJiKgddL0lfYh8NMDCj0TUWmQpR/POy1wT0J4I3ZF6Pf1rxVjCm2fevSANOJNUGrOsYSZ2Ly9MfAkBRaxyyHThFGkHRXPzc9xPmwKXjG8BcdC9eB45AEgc8kUZC1Lb3Wncp2Fg4T7co+2TxScw0JDT1Mm8VM8xocWche37G9vO9db/d9J9CU8NVpiSaLPX7vhWwMnMlTk6/Ba/tvw4r4iWUntHA6gbu2juKmdBiwtmZH38aVZbgmsEP2c+arxcElMpQxTQkMQNKo2hqnKxckfr4M2UGns/+xBQVYAEOHJ8nZyo7PHMvYzXky9vsiKn7HYtCAk1tGkVjAgcKd9ubUFtthjXQaE5guvgEeEFP2eSutGALsnlOBacqS/HBF+3AVakrzPYVAUIhi2koUsqedyr1vWb0j7Zdm9o6ccXGYTR7LjZoNVHsw98vv9YGDXqxQK2mSH3YVyaoNML5imZn3UuD9WqCkMS7Rv8avVd1zQ00zUWRF4auILDiDyKWpC/BWPoCnJR+E2RpCMOpzXjz8N+GgEj9mCUOls2Xt4diDutaFn+/eEtAkYT32QYtQJ2sruXxWI1X6m1IX21PdDF1ORLR1QG/cJwkUYhjdeR8nJt6b5dXawPmZ50UEhhUqQ+fWvNh7CtpqDWOdvGe9ZB/W2bg2cIts9AJ5RORB8sUSLodNakewhcPTc/hSN6SXWM8cso66yETIkMUVIhCBMyooalNoVo/YKdLAQExZRiM6WB2ZM+FR+owzghENPWSTbKq6TkPfslrDrmp36xqstlYpbbfBrsDAlRpEL3PJ44x1sCB3G+RjC7DKiyGhYGzrN6YQDty7Nb+qaNU2Q1Ax4HCvS3HcjxjZ0dO1wv4xsGDECzZJnPxJhBwf/kgbj5U4OlSg88d9eYMAGZWRFrarQJKjcPYivtb7kGRUqg3g8hyg61SnzArs708dbyyXUFTm4JuYjH5zWqBGw8LfL5RuAhJUyd3KHkmFGkQsjRkzi8EhlHGO5+7BdU6dzQd4fvuosTdRtnaRxMF9CVOwZ2Nn+P66Z/aBNS+M4BCwBAbwE/z38KfP55DfjqCwk4R902Lc5D+CzZ/pqFS34vvTnzadmCazRkIQgKG0UClOYX+2DoYRoWPVWhoaDnE1BH7bNxIwHjk16k1DgVCDWyuN8Kj+dTEpKnyIhwtPOxEiG0Ii3klotpzNCFc39qqEmdMx3j6IqRja7AqSXHoUBqlpgHulCrQtBnUGxMoVnbZ5xOFNAQiQxJ5UU+YdUinKmi343T09PyUEcGyL95dba9cWt5zi0K655TQbGxd5rXYVbqzq4VPkUZQbx5BOr4BLxIvxy9zn0Xngdn6vOKRlShX985L+mr2ZnGXufUSuRGiYkX6UmS1vZgpPo7T0+/Ax1f147Vbv+ZLkxMMJc/EVOlp306iPWiXQMRLUtfhgebPfXgRf5+YW3rZ3SffPf53+Pbkf4dQMLivx3UI5yKz1q1FlHFQIqFc24PZ3WfvKb/gVFJ3z7k7DqW5yLgFFKYQFYRQGEY9vL9C5FE6rdDTmHJSYN70PKVRE6DvpWOwvvNHcriFPz8OHXGPG3cBBEEyumZeih0AHanYeuTLz7ZtD8DfpSKlW/gIJXGgLaXEYPIMTBYeRdg7sO7TnfKzQOialgt4P27AuxfAHlWWQhKjZlrWoi8BUvF1yJWeant/1nsRhRQIEbE4sRl7C7/30J4QqnKJq8ZReFNiwePh9PQ78Uj+23hJ8r24t34TyrXdkKUh0/ngzm3QmjWSOhdT5WfmoOsbxDnX4RdExcbU6/B47ts9/ebWM9+LlZk8zrznQY++7bEzvnYkIssxoKzBLhc5L2CtwW6OOBI4X7dPOfPxxzV4G0jF16FcO4KL4m/Fbfn/6Jobk8tA8hQ9ISpWp1+GKW0HyrUjGIitxxXRc3H9xJcgEBmaUTH7nmD/mkFHMroGqpiGxuqYLjwceKUOhQ1Bsj2OBTF/hy0arZN2r1xazrkJRFwz8Fd26sMyUezD6el3+n4jdADdtt/pZo0wdYnW31nh/JQ0bu4Qu1l4/YtAHH+z+A346PKPH4P0bDvTbc4uxywnRsanV5yAf1z6csjSIB7JfxtXP/5fHiA9N4pReiJad/tBfEaOMWi4Pf9/fQuXs0NyHzkXc/fJb01805S78po3ssApLY6FAzeWvgD1Zs4E1TqVq+HW2h8teoZeLLiooLvnbBhl+9/+sekY7apfBx+ju+ADJtbNpHRwuPaCCw40baZl0uaqEO3bQEwsjNscNvggugcvDurk9Jsxlj6/7XVaF2+nAEIQEhhVTgbX1B3H0sxlPUvHWecEYDpwnVNylIjQDSuK7vSjdg4cAJOPLfwduP+2/81qXL/Xdupkc9wJIBAgS/0QhTRSMQtew89fqe9FuX7UlqMjVIWqjOAjo69G5wgmTwNreh66UcPu3G2OA0dkiGIahlEy+fWcCJHDxeg2HrUrkTwoVXFv/SZU6gcBcF46Lryes3U60/ENuCz9EVye/igGEptQbh615deCjeCK9EeRiq3H6syrA8YW66mogUcYaU8OHL+MhqcKKpKJKjbS880xeqx5S3Wo8hAYDHxi8Ub0JU6yoSk8Embp9tqNDpyvwwni/z/m3jrajuPKHt7VeBkeg6QntmRJlmRbZmaMgw46iTNhju1wMpOZwARnJsycOGDHYcdOTDEzyraY6eFl7u76/qhq7r73vic5v++spWW/293VVdUFp87ZZx92QIhHRgEIEKUUyvUDoFTDkkSk7b5llUIikKVesAh6CYnoEgDAsdJRiIm9kEQ2fv5YuQ0LkqdCp03+/RnuV5ayYKTSWZymXAGByGhqpdD3dRGd2v6WRHRJV753SczwlCaHLxQafj7+ed/ip2k5PFZwD0xF7sVJideHlmXiZCSpx4f/A4DxwgOBVrh2+JrduVssUO1sJRmdj9ct348LhqoW5qe9eCNwj5w4cRwAS8MCEEhCDNdufwx/2lvj6UJ0i8/GKbKUxRgZ8Ax8Nun91p5Oi4Hf6tGtpGJH8bEXfiCxF2u7LsnYMnxn1fsxmD6ZHwSOpNs6PFJaknowXn7KoRTZhMj2s97+CqrbXILP/ZuBmWvTVGjDFQD72XCrQhixsemK5GOZGjxYxd1PmpZDcJ7aucES3PyCbjEMplh0UlyY+MevIESwV38KBznRrPve7uq7JHUBvn7UAnxw0cew8/JzsO3DA7htw+vmhJcjkBBTF0CR+5FJHN32Xk3P83XPiTEVLT4ub7mJ6BLfOuR0rfenNrRdp5jSyq0QRIJhlCGKcUTUIXx84duxLvmKwHSNDAMpgeGGKtD0Or566FbuPg/rYydhLuVRs7brXJYy3FUo+hRmExNutZ0oiKrDEMQYNuV+B10v+sifmeKX4NHC/TCMFm4tfB33azfj4tjFWCGf09b1KYpJzI+riEq9iNNMCAdgd2tTPLIIbxr+SFfKiE+IgK8fegwf+OcCPFj7LRLRMVw1+JHZl3MYQkgEoqCiUt+P/92zB9XGBGLqKEAEgGqBZM7txTlvzbFOUK7t4im16jCMOnSjjp/N/LoNKbs91kQhAk0vgkBCOrYYK9RzQGkDv5n8AvYX7gMhAiYrz4JSA9eMrMPKxKX8SQOG0bCilgkE3K/djKZRBm0DOTmstFuCkMDHFl2DBTED73jua0eEr2159uXYXb73CEZoAcHmb8KjVljqjYHUiXhx4gJ8/+AXXmAaj86Rl5nEamTkBTyP279K2rnezIjigueeds+IUOV+RNU+l2uDAXi1totW9/XqLFF1HnSjGZBqp7MIQgIbkldhfaIPPxj/JldMCBLRxajU9/oW6uDo0dnLqel3Y7+wA3uL9856TtlRsd68k7ZE1XkOXr3OfI1mqiPzPjtdkrmwBFB7+NwV7ccKAcGi7MXYV37IOjSZ7u5OUXuy1IdViRfhqcL1c8a8tk/fBnTqI1bH8Og+9xrkjhxuJy/t+Sh+cOluxEYopEEVZCAJIhD8+ksJvOGZ73WpYLpFkQegSEmUa9uPXESkh3MLANLxlVgvXYj7q9ejpeVD11VCFGTiKzAor8Cm3G+t3wUhgZOTb8ResgUT1Y1oanmclXwbnjTutFx5ZjoqgClYmcRqlGv7uoDa2Knugr49IRGAaiBCpAvLO1vTT02/Aw+Wf4b+xDEWT2Y6vhL1Zg6yFEelvp/h6TzzIhhawmAHyeiiDq702XHEvab/4xiOifjK7k/DPR67XRudY5fxn80mTWI3kkmsRqm2B7pehCz1QdPyIIICgR+4DKr5vkk2cQyG5VWYNnaFRMx622jPx6C1ysTQyjKL6tf0vGeu2OWdmn43yqRkWTaPz7wFA8hiI57EwfLj0JxZSzj8QxRi6Ikvw90nHoPPP92PHx/6rFUfE6bGxicjb2dE9cFz/bDSbi1In4HXLp7A+mwRUSWI9607Xjbn/SuxlJtEZyOd3uFfLBW5H+8cfS+SHIA6UXwI3zvwmX8BD5uOqwY/wlmfgyVf3ohdub+9wPXwSljOvghEMcldpd572kVEMuucF5vSHau486Q8ewWOma/ZmKg3Ds3hdMbEMMp4qPAdfPfAFxyWJQpCBFyW+QBe3PMRmKew9Zk3WqHihyciNhv3g8Lo4GLxP8dqp3HAOIUgxCBLff47BRUz1a0cp9NZkfCCru0E3WG8csQC9LIE9xG073/GUbUj92dojqwRJk+WW8kgvv/XjSq21G4HIWaKNZs7rzsh7CQfKEFt9JfL6tiujc4yulP2CVGwIiNj4/YhtGYA7WADdKoMfVcOL79iN1YkLu5YRpA0WxM8co9wt5G7Tzu5mdld7gO+l3MLAAqV53FX4avMpcivCULCB2+htIlSfR/2N55wvcEwanhWvwv7ivdiRewiXJR6Nx5t3Yx8ZQtsd3rT9e0K5U3Q9IKrHFucFhPbImzzo5kudhGUNiCKDONpRqfavGhmufb+FlEGcXy6B5RqULnFmqVuE9FoHUK5tp31UUCwiLffrDRatNkFFpLPkS4Pj3c0/4nvT/4G6fgKXxndiXPs6kdcgQOAfPlZfkhk7nsKDYIQQW9iJZLRBYFBJcXaLnxwwWJ8d9mZdqoqrvQNpk92uOKZFyMRXWyN4UDllwggQgTN1gQS0XkAiGcdsvtsTEnDmU7u8eKvcGvpO9hXvJ/V30VXwgLyWto0IkIahFC8aUkFF6avhST1IBlbhqXpS0CICsOoWhHD7Q4lh2WJM60SCyInYHPxrwFWAwJF7ve5I2329PDB05Nch1pzCo0WO8G1U64kMYPlqYuxpXQrNG0GhChYmXkZnsv9qkP9jzzXUzdyfvpa3FP71RGaAN1kiOiOSDG8fMDJyRQcXHAk+3JumQMIieDC9HuwiTyL3bm/B7b78PvDfldMHeaYNbb4hyel714EIYYTk1fjidrv5zQ+CFEwljkPu3I3u8Dp/tNmMDg7PLABgfe7xbZumH+7AensNwbaD7cUBrXJPsmyYIN0fAXqzRy32Jvgd3BqETMknyAeWcgDQxDCF9Wt/CvWCvc3kaU+rIu/DC3Swkv656FPpThneBLzFudx1Q0L8cfc/xzmoZNxVj2TZ6TlpvWpE79hPLIIC6On4Lncb2YdfCWJGQwkj+kINzHdsO58uc5v4A54EIQovNkg/GLy5uWhykOIqQNts1pYCe8Dg+jc38rOPDEOVR5EozWObGINVzgNvh/9mt/d3gIWVefhmMjleKjwHXS/BnZn6TUzuZhBPofH//hC85aKmJc5CwdLjyAi96La2A9KWxbPrDebSk9yHd4z+CJ8esf/gBABi1PnYVv+L1wZb8IwKtiQfisu7h9Er0Lx2X1/n1XGkXR8JYrVnQ4qGPbeZGwZas1pi9e2U9CEKvfz/K4iTkm9FWnCxvrtlZ9BFFToRsPyRDrX4zAqpq6VuLm7OYMGlPO34IHQk1wHRUhgBY7H8dkUvrzr04H3AcCCzAV48OxhXHPvPPx68rO87p3dBLLUh4XJM7A190f8v1DmjpyEbzCnpd8LBSLuKPxv16V1o2QHPMX/+68jIw6KeE7HV3CyxiOT1u1fLez0KMzZxWXilexIp+7cdkC4S1GRB2BQrYvoOXMM2NGcfjcz23xFMQ5dL/HN1wh0U7jrpVubo3OhNMdqVB22KBvsgCyKRHQJ6s1p7g5px/sGvPCbUtAb7T53LtiEKDgl9VY8Uf8zz8MZAyDgk4uvgUiA/9r5Det7zDX1oElwKwgRaFoBS7KXYXvuj+57AvosGVuGlDIPk5VnoRv1I5720Fm/dgeutZk3YFPlVmtDzMRXICb1Yn/+LoR9R+e4CZ9n7aM9FXkA6egYD+LwS09yHYq1PdC0GUSUEQhERkzpRb66A8noAhR4RhsWRMRoLABgSfZF2JH/G4uWTZ+B3blbLKtcMAm5+awNc2gHVUnHVzIr/BGKKu3WFX84aTZZxHsFZltlqRcGbULXi3y+2Eo+gYRl2RdjS+5GCEICQ6lj0TJqmCw+ar1bknowL3kSXpY6HluKDfwl/1VXG4IZN9i6dlb6fWighQcK3wppSxA5sfPQanJVspy/opgEpYbF2ykSBa/rezN+MfWDQD0rTInryp1KIOFryxfh3Hh4gEC46FbCV+dvhKhsMYgtDwRKz5SexKHCfbi79D1848AP0G4AzDS24yP3z8f9LXtSdTO4Ymo/Xt27uusovmBAd/cg5RdOwlyhCh6p/habyGOYTRSRzYxuSjdt/Fdsfl6gsT9alZE1/v8zNVk3wnjOOo1dMZSPy9Cr0PUST7ekBt4DcGxGlyTRzdZEoAIniikPWN10Peowub/YRkg99+guF61JpcEkLJ0VRbM1BevgZx4wqQFAh6Yzd6Y9l1nZlfp+y4rSblwQoiCTWIXwcd7N/Jl9pJ5TUXBuvpQ2cX/xBxbljWFUYRhl/Pfu7+ALe3/O4Q0sKtJ0Pc3l3YZRhSqlMZY9HzsL//Df40j9ZI6XU+Qr8JMVx+HM2FVYkrrA98zhSiK6BAQS+lLrobZJz3iIbmEKHAhekr0Wn1/0IrwocRoUuT8kuplYye2Zd4dZVAhRXLADQYi3DfxotiZQ1/J2oI8nYGOm9BSyMRaRWG8ehCBIbFwSAbny06BUQ29iFQABkpSGGfVeMabBrMhV7M7dwkszQjB5pnJrH44SkVFcPXiNL+hFlvpwSeZD+O3qyzAsrQpt16ylK5JuYDB1AlR50PVbUPT6+elrsSz7UtfaxjCLzIIKUFCqWYcGMyodYGMzm1yNRcZC67mDhQd5hhp3wNWu3M34xoHv4a+FrzusasRRpmCRfQtCAonoYghCHGf0p3BqthfJ2NLA8cUOpC3Pr2w9zyRWWbRBZsCgrlfQl1iFntgyUKqhqc3gptKfEFMH+GGc1SkdX9k2kKkrJY5Cwwc3H8LtlZ91c7tPqo3dARiKBsq1vShWN7cxPVIYRrWjW6lc246fjX8Ge/J/910zWZ6DpFB5Hv+17b+63vSD63lkwOwvlDS1PCbKG9GO1NMv7ijN7tsYfDpxilv5mJ3y25dci/eMvJ1PrhjaM5z/67/Jkcmc0Y31U4dAWE5a72JiKjwtLQ9qNPmGZjLMM4bxgdSJjAPJ866g8d2uTbpedCicxIUZiqqjsE6/PDdgkBhGA4REMMhZ49sKsUlhzW9v1tk8pZpz2dyUKa1bkYFOMmdGTOzI40qbHL8ZYsHp6qA3mzlml+ftYxPXF6TMN1sTqNR3WUEUZqRuOr4S2cQxs3i/LdXGfqhIWBFw7uhTe4yYff3P2vV4/+aDeLD1J2zN/6lD6eER2GFj60PzXotT0m9HsbaXW1792OqIMoLxwsMw++D3M1/C5/Y9il/lf+/C4LlqQlQ0Wk4CefatE9ExrEhczPjqpB4kIqPQOpDcV+r7YRgVvr+w3KF2e6jDSkdRrm3HZPER6yBEaQuTxUcgSWmujDPSVzMYIh5ZZL0nGR0DQDiNSgSCEOPX/fmhi9XtyDV0HgDg7q/H6D24azKKfc32KRFnI93i8NbiJIwmNrh+C8raNElyGG94OUXZuDMPYgzvaBoV3HlOz1UuwasWqtZaQ2kTE8XHAuvUaB2yKNIIJKRiyx3rgQ5NL4AQBecm38YjVWv49sTfcE9uEtWGl6DcxLrZHJXOdVmVhzAkHw1BUKxIf4CtZAuEY3B5/HzoeomtQZUtyJWfdR1yq43JtsT2XQc2PJP/+RGNGF2efRmWZi45YuWFycLEGbBTtcxF/lVWNnOhOnK8OyyyT8K6xMvQnzp+tk/jhXAxU6POBzjBULpTai23TJeexv/s+aIDJB2W3Hi230w8Ipx8c8GWhPOphQlrm8lSHpZVwAR8s/x9daRiC5n5HhTF+t4Qjke/BLUp+FRoWsqYOEmTR5InYDh9QsgbdFDaguE41ZucT16Fnyk11GHdI5bFT9PzIJCs7A02mzxBTB2EKERYdCAXZtlieTJTsaPgHzPuv4MPet5nZnNwsDk4TWyS/a66pyz/hu19V7m+H6dIF82JeoTSJrbkbgSldcTUMby+/72O4AP/mlRvHsCzueuxRDkd7baQZGwZjs6+CiyK0UMvxTdBAgnZxDEOJV+ELACvnJflCheFu72sLgvip+CK7AfRlzyWFcfHaVzqR5DSJ4opCILClXH3tXJtN57JXw9KG9C1IppaCb3qMpycflfousAOHzI0vcqs5zy9W1B2D2cghyAkcGKaHUQZrkvCwuzFOCf9fshSHyhtoNqwU4YVKs/zLAVVUNoCpRrSkfkQRf/aR2kTN838NxakTkdUHUV/iilOLW0K44WH8fmdXwzMVzt36W5/eJY8gZMk9wEjaF15Mv+jLgI52L7EgsjchyZRINjQl0M6vtS+u5313eEtKNf3QxLt9WYseyFeln0vPnI0wYnpt6IvuRYNrYgZYdxXf5bmj8Ed7HJtabQOYXP+D1iRuhyp2GJ+wGXu+seLv8Ld9edg8meyMSpb84GQCM9C0Qb3fniBDc57O+FNTBERjyxAQyu4TKP/CpHEDOwUJ90IwSWZD+KW4rc6hplLUs+sGeG97/L64YOS/3b3rOPKnPBtL5yYFpK5UCM4JRi7YMrssE0RZQQj8eOwI/fnw6hROJaL1cV7nWElBlPH41DhAd+zoWVyHIoTZyIIMQhECUgkb9MXOPEr3c/VIyMEElRlIMSiHoznFIQYFqTP4lHaYdhZJ7idtctcbJ2bQedMEu6yBSHhCKZqh/WczThz13X2z3tLc+MXJTEDEOEwWP9NEZFNrEKhuo2PJRHp+HKUant9fejFJHnFBNFrWg5RdRQjseNwsPqkJysKY9Snhh25uTB7CdK0vwMZrejAFzWtemp6HdnIYuzP/9OzFjsDsJx4bCDs2y7MXozx6tOoNfZBEjOIR4ahG00e2WsC1A+5voX3uwhCDL2JVWhoRVQb46AwIAkxNLUZxNRRfGzBVdAo8PhUE7dWfhY4R47NvBlPFq93zO2wcUO4wsfmuZOeJKKMoCe21JXwfW7CLOGxyHweaNDdOuINBDO/OyHCLHUA1nZzbSVEhShEEI8Mo09ZjkuTa/H1vV9ss28yuixQg1nbYGdVsOvK1pHz1Qvw/pVlEFBsLibw94MC7mg8gPHyUy7akKC9mwm1FDpVGYBAZFwQfzWKegP/LP8Qul7E4uzlOC+6Dr/O/xal2m7HGh2xvAjrUq/C4/kfHB4mrpOo8hA+uPAjXZ0CBSGK09SXQdeKro8X5FIIPgUFnOq6lNHUSVidfMksnqB4ljyNNKchaSerEy/GxZlrMHsrkHlqdEQ6gfnxjwR/kz/rQntJRJfMwTrUvbS0KbS0HP9L9ITtzwK3Z4TltQSCFrh2bsF68wB25P7S9bvd4qVCsa0AbnelNzNHFK8buBYCcQcBuOvsp8owx8Rg6gSLfFkQIsjEFjty+tnlJKPMNUOIYLnJOi28hCjcTcTC5t2uotkLhdYGEhF2uBCwt3gvTCXV+02ZpS7uep5SHTOVzSjX9yOijHD3aXieU7ss2WUtcZK/mnVxukHs8mazfAZZtufu8vduxAzsfSQyiejIlZ+GYVQhiilcNfgRnCBdEqgEuzBJHvZ+RR7AUHwdVyopVDmDqeYW1JrjvpZQD3fartzNeCrvhO7Yc8oeh7qH1sTAyfJloNTAvvwdAYoKU9oYZQPrd4bTCvsGFLtyN6PW2Id4ZBFWJa/AgLLSYs5Px5fj7cNvxfLsy615noodBRCvRVxDobYbxepmHlwjodEaB6VNVOo78aUDN+HbE3fgj7kvhM6Rx/M/tOZ2MrYsNANIMrYUy1IXWQcQ50Gm3jyAA/m7rfyusxVBiOEtI59EOr4CR2VfimrjYAD+K1worTsUOKAvuR6fXnoNIpxCAyBYm3lDKOwCcM55GzZCaR2ylEC1MYntuT/hxuJdLotaQE1gGOZcYZkuGCebW3cRiIRfTX0JX3kujqNXT+Bl5+7E/12wA19bugEvSr8FJ6XeguMzb8Fg+mQIQhSimHKsIbbl2LTQNlpTqDUP4rbaDbi/9hvOu0kwaCzAMVmgXN/r2u/N/6dUQ4FMot3eeESUuEZrHF/a9cWuCFwNo4xbC1/2nZKWZV/s+oCp2CIck351QAk66s2DAb93lt25WzyLgy2D6ZOxOHt54DOrxLNw9dAnEL4RiDgjNQ9f2VBEPLJwVnU6OvsqDqi2ZfYnJbfrxa9Mm6fO9krSWPYizIscx0OlX0gxXUmGw0UvIhVb6lEWwutLoSGqjuKc9Hu5O6y9dOpTdip0LnCdOQ6Z+dvrqne6foJ51LKJY/C2kQ/gtQubKNT3Op5019Hmr/IrOocK94FAgCDEoWkFTJefCyhHtxZy5v6RQg5a7k1SElOYn2CLkySlrYWokzjTYTmF4Xnabx7e66JgrwVB6wpLt+UF9Oscp6fBoBqarZIjn6r7O7jxcC1O+h3UJtb/Ak/B1b0yy9x27e7vSa7zHUi7Kd90A2UTx1iBPonI/CNuXRWIgk31Kfyj8D8BV93fOaIMuFx8ml6G5sCs5ssbedBRPcD1H3RYFcC8Nov4/7OtKskDBoLk3sZNqDb2oJ1i5qS7avHgkCDpSx5rjZFqfS+eyv8C23J/gm6w+hcqz+Nre7+IomFDjOqtHLxgf1FM4Oj4ZZDEDFKxo2AYDNSejq9EIroE+fJGjoXzHuKtEhzXCMq13Y4MICxbj+ndKFW3YVPuhtD+AYLnUjdCjSb+XnsExepObC3eMstoU38fa7SJW8cLFv0PIOCgsamtYkiIhHhkGDaPKEtuX2scREubBiEqDuTvdhgJguEqZiYWJjoAAbIjkIDSJsYLD4DSJm6t/wm1GQm0RWG0BPQpTUxrNWw1HsAw6cFLk+ehP7kWr+17L0ZTJznWFT8cg9ImREHh2FO2NzzTvAXPFsK/iyjGUNSd2YT8ckSUuCNhNYpRE7PAFu9C5Xk8lf+Fdd3EuzBrwuGA1oOfHS88jJ0hBLvPGXejplOEd5eObx/4Fi59dD+qjk25G9lS/BsKlW2zeqadSFKag2G90h7jJokZ/GjFaowa8zCb/jU3lNlZIN0RhEx0FKtbIEkZmGlqYm1IRyUxg/9c9CZkJBX1Vi40WtNV1wDAr9mGk5NvZOlbuCzMXoxV2ddwws7g0yH1uS+7E1mI4s1L8uhRm5ClOOz+8y52BJnESqTjK7Eie6WnLSqzYPAcnuHzz7YUatpMYH0FIQ5RTLI2gULTyzhQfQyGUQ50z7E+caarstnNg7A6LAG04rLouRU+EanYEjijoFvalIMmJWxseeEHrE6U1tFsTaOpzXAXBIuWZfgpwt3Jhqcc82Bhv8/pGrMwiNbiHzaf+LNEBCA47neXDYh4ZfpyDMRWA4CljLmwNo7N3LaOEgxnToEgRJGvbEGLA8RLNaeL8shIS5vCI4XvgkDkQRNs85TEDE5Nv8N1b62xz+VZYda1YA+A1xrknZes3ToICPqjK3lfGiAkgmJ1i6c0pli/pv9jTIlyKDx+cQSTkAhGUidiRfZlwXUkojVGzOARCo0B0K1gmgbGCw9abTDzpDpF02bwZP5HiEeGUapuh2GUIQgJDCtrUK7tCHw3K8OcV7aFn1FSNB1WUbbv2tAU+9AYdBhwKnyzFQoNu3O3gNK6g+y7W/Hfmy9vxN2Fr8L+XjrnbAuDlQDUqKOlVfg9/D5q8DWHgtIWI2aW0jDnGsMdRlhwldUn7JrZF4SIiKp93LPhlkJlCz557yK88udj+Nqji/HVzSruKf8IU6Un8OfcF/DtfZ/DeOFB/Db3I3xy/vH4xdr3Y2H2EoTpCtXGJJqONXUwshrFpoFQgwU1UGn403465Qgpce2kGxcZxZP5H0EUIhDFmMtkbsqC7Hl46/D7MJx0Rrn4N741mas6JLwPi1jVfRPQlJnSk5x/LnzganoR+8oPzdqKpun5I+I2tcrTZuYEXh1KHgfNIHjKuKvjvd4FQpUHucWCXycRl+LjPVn2JdeGlEwZ1gAsrQo7VQePn6jaj9ev3oUT+2W0WjNdpMYhuDj9/kBLKYWG+wrfdJj7RezK3Yrn8r+DLMV4BoQjJxptIBuvoaqJiEk9vO+8SgH7LV9+HgKRMaVts6w2LL9jCkYHEmyALVBBUaxOMYyyI/m3CErrbYmLl0XPwkj6VK442xtHszURim8xT7/W/OBuZEnqASGyNWaziTVWXVmuz3ldZ8JYnLnYNe5sGgkCQYzhXPUiHq0rheB9zW8g8L/cczncium6ixdlwP09vZQQOr574H+xJ387r6tf4aEO3FYqtgTvGH47BCGOA/l7LKA7CxgROdfUCxOERUFRb81gMH0ClmQvg66X8Xj9D9xKFvxOSpuoatNWInuneA8SXquOpSRBw67czTg19Xa8ffQTWJA5C4Sovu8QUYewp1lyHDiYqzumjnnebX+PeGQUf1p3NH60aoRvum6ZLD7qob6xa+fuGdOt18Li7OWB80yW+pBRxqx2xSPDmNZ3esryituKTyBCmkXQijMLhVNIaGaSF1pmE7Dn7nPmAhc5LGPcYicAKFRlwMIAKnIv4pEhDCbWQpLS6E8dz9c+9s+MpjW9J6bFThAiKNf28TnrfDfDE39732dwc/Hb+NzOr+EP+W96MtiwOd1oTeFTex7AtrKENVjDWhFw+GcZHFpWf2zP/RG/nPg8WLBGBqbyTiBBlYegG3UPhtQvL+gXHcmcgesWfhzdLi7N1iQ0rQAv9QHAFrlrV4/jisQplomUcKZup5wQHcP6xCvbvEXkqX2OLAUFpU00WxMOy1Q3Qhz/upd0fCWOZBQrAFyROAUPzUQxVXqqw51uEkzm7z/k/o3W3f59B+hXEFT+js79z75tsOJcru3Gt59ciD8enOmgONsg0ztr16PFObUIiXhcWW6roGndKlSet3KmdmPt6ywEshDF9zeN4DXPPYoBLEVwqL65qTOM0lTpKTR5xCVLyp73lRu0aFDahDOK1Yvr8j4TphSa6YgA4Kn8T7E/f2ebNnYW8z2aVkBv4miYVgfGo8XrQCRUG3scrk6RcdO5LFSs/oIQRYJm4Ow31kIGgNf1In4z9Tk0W5M8MrVilWmXE85VB4S5PLzfzkyD1Pkwxw4e7P6gQB9F7rWsA4XK83i4MM2VNXsDUUgCgqAiERn1PW/LbNzAQaKj1tiH8cLD2J77Cyg0DvaPoN0Wkis/i5g6CElKt3l/J2yhiAcrv8DPpn6GhlFGROnD11Zea1kuJTGJC2KvA+WWOjamVQBG4D5iSrm2A195LoWRdAlnqce6FEO28csAxEDrjCz1OdYC26uwM/c3RJQBK22ZGWGtG3Xsyd9hPd+vroDWhjKCPetWyil0VwR3d+I+GDALdXurDpMju7eYUJn24rTEuq3vzdaElX6KEBlWZDNR0GhOwHS9HxO/Ai2tggP5e9AXPxq11gwUuQ8KP/Cac82MzBcEFYQoMIw6YuogehMrYUOPAHsdYLhNTc+HHFJFCEIE+/K34z+2fg5/yX8VUXUYVw1cZ1HDuPvUe2BnXgA2twUQomJx9lI0te4MPB2VOC9gdTYyVdmE69uwZ/vFe1q1ZU/+71h1+5/wQPkgvrXynUjHV1oWG6f86ODn8WgxOKopooxgLHt+F1abuctskqCzxSYYN9VO1ksX8kXmyMhA6kT829I8npxul8DblMOIciWSAwwdfoI3pZ2rktImPrvrG8gJ023AsMTVTy29ipXxi/nzdb4AdCsCXtf//pCgj+5zdBKIGCBLcevMATT1MvYbz8DfpyTg++o+MlhCJIeb1Q1pUOQBvKb/4z7LABtzrO/jkYVYmbEDfVgggNe6zXNKKn0gnm92ZOaRjnLjENii6qUUYam5RDHOXR86euJHQRCdeLYGr0sDT+V/6lNC3QosYC74ttuJtUnwAb6939TG4TjdwH4JO5SJ/D0Jq51uZcAvXpLlBwrf9Lm3e+gIAz9XNgGggcrSmsxrsDYzF6J2r7ij3Jn1VEdf8lhPgJJ9f7m2HZo2g6g6isH0yQH3dKIyYjCAamMPDhUeQL1xCF878Dzi6hBSsaPw9pH34KOra+gXEzgq8yIkooutcpk1Oaxsil9OfA7Lbv0jbqndhSXpi2BhomDDFAJJrgUFkhiDIg9gYfZC63ciRHBM5HKMxI6zogsNowzDqDhokWLYkftz23RfgLkOuq1+s4/on5uNxjvPg2Rd5k2zcM3qHahDCM5Iv9daW1n+56TLINJsTfCcqALf9xuMcgUsl/VA6nhkaQr11jQoNExXNkEgElp6kaUZMz0NkJCMLeMR6zXezwIoDM4pJ8LMg+rMIWwYNd7eIDoqnQcqAGbKulpjP35X+CVOTF4NRcoEt5oojMaGBzKaCrYoxjDZ2IRUbBFi6hjWZK7CkuwVob3X8Sufl3oPxrLnd7otUJqtiY458mzpPHAarUPYpT+KVekKlsmnBd7DJmCw9lpvHsSe3G2HXY/20r1CZtbTngx+S0OQ3FX4ahsNvXuFO6aO4az0+/H6ngtxz0QGjxrBxIjthVmoWBva9527zodnCSUkgjf0vxO/Wt+DkcDNgb3DuYFr2gwPbAmKHu0kOn4+8eUQCofuyhGEKCg0TNKd2E+fxVTp8ZDUPTTEIuaMtCTQ9RK2FIKjaiUhioVJEZKLuJUpPaaCWKnvwqbCH2Ga7+tNJ6bIPMCxtuXKmxCeJD5curFe1psHQUjEwgsxXEvWcqPqehEGbTKMGtU9GQrM+jqtDn5Fyg3RsO81LWZsEaau+wgkh9JuwKam0K3f/O0LOpQRa2NkmzpTfnWjCkqbkKW+jnPe6WJmEXFMkd2lPwpKdZbQmyg4L/0+X5121O9FnZRdLPBHUsqNQ2gF5M12Hq5qjf2otey5k0msxkt7Porg9SroN9bvFBq25G5Ervw0etQl+PeTdmEgWUFcErG9dAcqtd1oTwLuLrOlTVlBQt3yidab42i2JtBsTWJ3jhHME6LgmNSVeKjwbWzP/QWSmLBgPen4Cp7dRMH5yXc6lIAjZ/HyRk875+5sJaqOdhyP+/QneTaEIyEU+4VdcBLoGnrVZxBptGzSW4Z7AwAd6dhSaLSB20vfBYEAWeqDppdRbYwjIve7AvUoNFQb49zqJnBlu4FKfb+luFNojAbNMV4JRGh6GYSIWJy5OMAbxqNRacv6vrXmOAbFJF7d+2aecUJ0fSdCJJzd24vhzCmw3KhEhEAklGo7QYiImNILGSqGjPmhvdcFT9zs8i/az3bLRUVwRfbDmDLKuK/wjS7uNjmnDvrqtCr7WjyXv2HWUVo235GBTGIVZ27/10kqdpQLsMvSc8wt0kyRB6Dp5a4A92bS5r74SszUtvLck0FcZ4fDKzRbEUFAOr6TQMJbRj6KbZUy7ix+87Ai84KTvrd/u212n828YBY2UUyAQPCcrG1ON+dv7HuYc5BJOr4ChcoWphhYycr9XGeKlJoFN5vzedPFKFuKtyT1gHEr5btqZ0QZ7phpxXk/y4t6CMnYMsTkPohExqHio47gjaD+CWuT/f/miZuJ7uLX+9cIwdVDH8f6XoJrN38b8cgQ8uVnXe/PJo5BUyu5KBhsYe0mlhVbREQZ9K1/6fhKlOv7IRCFY33s78tY/kdRa04jE12ImcqWF9QbYda7P3UsZiqbA11QCzIX4HtHrcXFD3894EDa3bw6P30tPn2MhjduPIhtpdsOiyOPEIW71ipdvDto/rfbJ4m1pscji1BrTh5G/7u57QZSJ2Ki+Cj889m5dhx5jlBFHkBcHepoUTwcIUSBKvdZHhOTTNnLbNGTXIt8ZQsMo4b+1PGeg7G//VF1HupNM6sHgYnnZjl1mVJ3fObNeLz4KxhG2aJmksUEmloepyTfjCebf+WBKdT3Hknq8YxFdi0dX4lhZQ02526y3vWmoetwZ/0pF8VVJrEKhcoWiGICcXUQy6UzsLH+V1StSF63dHG0trXhnuQ6/NvwJzrSBQCAM+dehzvxkHEvNmq3d3m3yTnlnyxbSrd6sD/dnTplMcXBjhT58sau2jdbkcQM1979wiLLqPXvcBSSZmuia4WE0iYarUPYn78z1PXQPWP/kZIuOe2IhIer+/HP8g+PCLWClx4jEV2CMCtBEE6ms4jWQq5pOX6KdeJACCjVXad0tnkrPDiB4T8JUVFtTAIwuGXM219mCpgK6k1vyiIn1oPd5+Y24ndZJKr25qppM10qcKws5ynWWa/w+w8BICjX9sKgGiIkjUx8OVS5D5KYgSjG2SkXkistEauv2+ogSWlrjKpyhvPAJbklrwWTHb07sfE5jPV/dmP/3PQH8NVLt+PN525FNrYEGXmBz1VerO3C4kiwZwHQ0ZtYjagyaP1dbx5AVB11ufYLleeh60V+MPASREtQxSQ0bQZTpSf+BQocq+dk8ZHQQJd9xXvxri1bQqxmzELi/s7u9ZwQBUsSMfzbxilszt00awUuooy41mMW9VlBX3K9laIuTOxMMeb2aW7gXsJXW+Ey16hKfQ933c/VCue09IqYJ6zhVl63m4+45vrspJu50WxNIib1toGyOMVua7Db3S/mulRvjiMVX4b+FHdRg4KQCBLRJezApy5ArryJG2EoZipet61/P6k19jmoTCgEMWYHglANqjyILc27YaZTOzbxaihSCo3WFAyjinsL3+SEz2wdYWkF7Tb6KbrYN2i0ClgnLcPbRj/K8gNzz0ZZnwDL0iAjFVsOw2hBljLQtSKKla14rvF3kDbjZVb+kaQ0hPeuzCERHWub+46B+bofpIcK9x6RdCBOy4YqD+Ks9Pu6GjR2HjWAuQe7GZhucbo7giSmDuJU2c9DB3jdjL6SZ12XuYgqD3VNohymJHZPEtyuTTRQcfTfpuHJ/I86sH2bZmu2aPpDzZkYRoMHF9jh/BEpHYIN0R15/2ZjzTGjHpmVivFNOdyjROBKHlOwzIAdWcrwyCqNU3UIaGnTMDcGWcrAtAiY1Ax23cyNxV3PvuSx6E8dCwIJxyRf7qupiUWbu4gBY9pou16w/8ZBaQNTpWewI3czcuVNqDcPcEAxc3dSaH6LlSeyU9NyFhk0W7DrrH+toAAdlDZd4zXc7WtvzlGlHyOpk9HtnFTlISxPxhFdIuGP9ywGIQJ25W71HTp0vYjNlVt9z5uULFOlx1Gp7wQhCgZSJwIAWloZ85Jd5JsFIAkxnCFfCK+FixDlBXOxdhLDqGJ77o9gWMgYrw+bnxemP4D+5FpcEn81mBXL/G6OCFbawncPfAHP5n7ZpafA3cajYudDDOB4nC5vxLnJt2FB5nxHlL2HE0/u5eX582fabxNBiIp5mXNZ1KpFr8NwdpnESj7+5t73hIh4rnozLAoUx7gK6pNuFShClC7wbhSHSo91BN6zPmRBIgDpOnUnY21g7s1CZQsmi4/xdUkHIQIWRE7AAvUEVBt7YOYRBsB5+GyKoGAXuRdqITDohJhEIrYIESULVUoxzBw0PFG5AVGlD5n4Cv6Ebv3XxCa/vOc6h0LLxqkqD7mMA02tiIe1p7G9XEVKHcWLM+/D/1y0HYPCcotHrtqcRFTuQV98BeLRMYAIqDXHMRQLz4s8KyVuT+42nHzfX1Cu7cZXlr8rNGm1CTp84YVYSZ9NDihTWnoZ718WwbExmweIEIWHnbcT6lMMCImE5Fe0r69Pv56l6wlZUIrVzbg5/0XfZtHuZC+KKfzH0k/6JtQZ6ffBxXl0BBKvN1qT3HIzN5HEDD6+8N1d9O+RESviNWCR9d1rcam1GA4JGhLRJVaEmxewDVBMlR63zPdB7+7c5376GzMnZlMrQpYSsNndqYMOg/EesawBLbS0ImQLJynCMBqQJRZyz8bzgB2hTQTfO+3aMPAsADT0EtaRMwAi4In8T4J6rEPbnG1kIkt9jsTpQaf/cOXcPBSYpLyMEJblSmWWSHMjcIqITGI1L9nPzk9BrTyqALE48pzzzaQmYP9vW6fCvm25th0Hig8hvH/c60OjdQg3Vx7BTTfOw9MFCW/qPd+iNyBEQTq+0jr8hUUNmpxqopgCpS1MFB8GwDa53flO+F4mmlHFzeWf+uotSxlcnn4nXtzz4RfE+9CtmN+fcZCV8ffC/2GmuhV/Kv4IqjyImDrqs76Geyy6U4piNIFy3e/up7SJO8rfx/7Sg3jT0HU8v7d7PDPKB6dS6Vw/bMvtQGo9ACCv7cVVgx9BRLWVqGJ1B1QpDVUehCT1cMxcpCM9lreubsiCt+3+8Rgs7jVDFhMgROhoZROIEvBdvHUM1wW637eYshxRhpGILoFh1PB87gY8m7seAOUGowCScTGGcM8O+3aimIJuVEEEBWOpM6HpNbS0KhROn8TgGE0YVEOhGszrp+lFPKQ/6rMqM9YGe+wYRhk7cn/GPwpfwYH83dApxdNbhnB2ahHikUWIqvNgGE1MFB7Bgfx9EIgEUUxAEhMQ0SaQkbYRQAz5J9G1mTdRQuJt7hEpIXGajK1oe09Y+Z3KNv+JYjb0WkSZT0cz51l/r8i+mn5iyX9SQGpT56jvN0FI03WZt1BACXxGlUfp42e9n7524N+7alv4b+7yFXmYfmb5f1JZGnT9PpI521UOgTqHPp79v3PS19Gh9Jmh31qS+h31Udr2s+/5Dm2wx4O7j2LqYtdYUeXRzu8iUZqKHe25V6GERKkk9lJJ7KUE6mH2a3jbI8p8OpA6haryKBWEpO/6hvQ7WX14P4pi1vp/VR6lg+nTrHt7ksc55pjk65/2/WvOMymwHp37sdMcDa5L0D9BSLd5h1mO5Ck7uI+dcziizPe0vfsxOfvvG1a24vjHfpOlQSpLgzSmLnbd1586iYpils958xmJDqXPdPW3c3yGj1OJKvJwF+3o7jt1uya/EP+867IgJOmCzMVtvoG3Xebfkue+8G9LSDx0XoSN10R0OVXlUf79JKusTGKt750EKhWENI2qY1SVRykhUdqfOskaG7OZP8Ftcv/dkzwusN1s/Mx+XoxmzqPnpK/r+n5BSFNJ6qfZxPou709SQKGJ6HLreXtv6dT2kHHkmSup2NGUQKWimKWZxFoqib10SfaldCx7KZXEXpqILqcEKo0o8+m8zAUh7wt7t9SmbxUajyylp6bfR0Uxa7V1NHMeHUqfSZdlX2HdG1MX04XZy0P1tC4CG+Yu/akNOE44C7fkvzSr52LqGK6b/wZ8ZseX55wmxBRn4u9kbBmG1bXYkruxzRPBQNBs4hgUqjsC8STZxDE4W7kUT9HnuIuguzLtawi9LoopHo33/yqBvV33vuSxaOoVlOt7Q76LF5AsQhBUz71uYK71K1EgCrFA3BWBBCIooEazc8BDFwE1DMeQCgwsSEYXIamMYH8HahzzFBleH39fmAEbydgyVOr7IQqxQNqAZGwZSq5TnwnSj4FSDaAGB8YqIESCLKagGVXL5dhNPc0E0rN1m7LxyCM5rQwJ7v6eSzBMUHCJWQ7j21IgCTHotOnCPwUBnYnFZWh+AxGylIWm5QEidBHYYI557zf0AtnD52Q8sggLo6fg2dwv27abWTsMgBoYzZwJCgP783eHlG2/U5b6QGFA02Ywlr0I+4r3Q9crkKUsdINRW6TjKwMT14eVGSSCEMMxqVdhe/MeNFslNFqTbe8/HDHHajqxAsXqrrZBBgQSMomjuwbWE0hQ5L4u3Xl2nzjXk1TsKKSUedhncb6xuglCAn2JVTzAwGAwCSIErkOERBBVBtHSK9bcN9f4dHw5ipWtIEIEhAg4OfFG3Ff8jgXAt4Mp7HebresmGGMgdQLPiuDuF0nKQCBS165OZ1ucrsxOwrLwDGJB5AQ8l/tVaD2966YkJgEiQNerMNO2OeEv5nrO8ge3g9d4yxcxkDoeCXEA+8oPoaXlkYmvgG40UGtOQ9OLAASAaqCgkMSkZ39yB0X4RYQkpaFpBbj7iD1HhAhkMWH1u7kmE6JCFGPWOndO+gN4qPEHlGtbA1t0RMl+GcDPNstPFh/FLfmgvHtMlmVfGuh+qzXH8dBklW1YXQpjcfbjWpw++1J1K7bkbnRhAxhjPKsze94/IAkknKdehuVpP7M3AOTKz+Cmmc+HKHAILNOUnuQaHn4c8uSsU5wcabHfPVV6HMXqZg4iDXNbOH+3uc2YG8vkyrJTMzGweAKUNhFRegODP8wJsjL7ChydDcqnC+sd5sJJIOHC9HWBOD+GY/AOfYZvKFa3dFTgAGBx9lKkEyva3EGtegBwuQN1nXETaT7CXial6lZGkMoDDJiIkMSERd5risRdH7peCcR/2FkSPK5d7g7qzANpuy0BgrHUma7vFyRziWZ2K3DuhTGqDMIw6mi0Jh14RPe7TMyRyBd8t+hswyRmDs42yjkPJGHiLcf5d1A0oC2V+i48l/9d6HvM3JyWy1iI4EDxIU6iHDbfzU0rAkmMWIv87twtMIw6j97VLCLjQmVTBwWOuHL/pmJHIZNY7VrDKdWwS3sYKWUeIkrWGsfOcUMgYSx7UUdM7GjmbJyT/kDo9WXZF+Ok9Nu4AscSlNs19RgUiIR8ZZOnNQGppjglCwVFozXe1oVn45ccFDR8PTGV5kJzD79ijwXDqCFX3Y6oOgwTNmA+Z+ZMBYc/xCOjiChZnBh/jZUpYjR5EkQxjqZWAoXOM6iU8HD11z43N8vx7HatOUHvA6kTIUt96Ese6w50IDKOJn48JyMOn3IpcN3yv9l7q9gVHtowyijXtrsUuHR8pSP9FXPfmnQsbHxGGSZWK1puWQrNouxgz0loadMcHhG2lpl5jJmbOKrOgyL3QqMNHKg8BkmIgtIm8pUtKFW3g1INo+nTcXTmZZZLdEPitVafMvgWSzX48t4PYUHmAgylT3NAdADGH2cTepsQmwvT1yIZW4LexEpcPfAWay7Z2T/q1twmJAKFSGi0cqH9ethKnNNvrukFT1CArS0HScboDwTsUVrHrYWvBJ9k2vrRu4tsbLTGrUGiiElQ2oIqDznIXL0bnoY9Wg6b838IKXF21gyn5MqbQpNvh0l/agP+X4CRbQm34IiBCqmIBemzoMr9AKiLX0jXS9amU65tR7G6M7Bcw6hie/lOaAjHWtpUEgxLNBKNQDeCrXK6EQzItVNgtRMR23N/sqhoCIk4xqWJiSEuK5FJTClJPYyQkjY5Jo5Y3EHmZGb4J81lMYoog1gdf5GrpqAGmq0JjovRQWkjBFNDIEtZz4bAMws4mMyDxUC5fsDC1O3I/dlSDEww7pEWpkTZ0X3Vxm5XPRn1gBukLYgxCGIMS1IXONrp/o6svv7vbn87woJILAyPt1/ak9K6hbo2OYBtTuahYrr0tDVezcjIbqNGCRFQb7BoXhPjZ34LZikw291+HBOiOqJeWfRcuX4AoAaG0qchEV2CpZnLUG/OYH/+ThSr2y3cjyxlLAVQlnsgQoau+y2pTpmsPIth1c1n5pQtud/jwcJ3A/vBxsCyw/rKzEvw0p5r27ZvSfYKjGbORMtaF0xcpjsjgFVfQUEythhB2+Ky5Pk4P/JylKrbwIKI3IfViJJ1rTUDqRMxmjkbml5CqbYT5iGxUtsNWYhiJ3kGkzUWzLcn/3foepEzBLBvFlMXgEBwkFCz3w2jbNGhEEiIKCNYnXm1Na76xaXQjaqjzUwWZy7Gyb2pwLZ5xZlA3k5xFfTNCNZmXmcdHnxXiYJOuLpSbS8L8iIKVLmHB3dpXI8QrHLN4A1T2Djna5jBiJHNNSJYR6CW9U6RMnhF5o14SfrNUIQEGs0JVBu7kYguAaUtZJOr0ZdYjenaZuyq3Q/CaX22Gg9YAVH52i4AFM3WNP5e/z1yzZ1QSAypiDvft3N9ZIdsHZuF59BoFVCs7cWv8jfyPjYzTxHXOh1Th7GJPAu9jUfysN2pbx35JH429UPUmwdAiIKR9KnYn79zTi6VbmRB5gIcKD2MeGQYml6HIiXnxFWTTRyDYXkV9jef5JGxTOsXhAhkMcY505y8P24eqmxiFfKVTY6NtpNbIjGn0P7+1AbUtTxKVdOUKuLG4z6Id26902Many1n2eFKsFv0XyWd+7N9/Uw3gtOdSSDhksw1uK3ys0DXAoEEm5fNloXZSyBAxI7cnz3uXDdf2ZrUy7BcHMXd2p0YLzwM53ghkCBKKesENpa9CHtyt4FCQyp2FAgRLFZ+5zNEUKyAAEIUjKZPx7787db8k8QMNL3gqK2/P7rndOxeDnf+m8qJbaETIYpxy5UrS33cPcq+Bzu9s/WKhfizOel35//rJaKMQJbiqDdzUOU0pydwymzmru0iziRWolw/cFj8aGHrlu2yQuD1bkSW+nxwAVUemrXbzhYRMXUeqo19fK1W2rZdkQeQiszDVOlxuNcDp7WN5fC14Q7BB1Tv3O9PbUCpvh+N5gSIoEAgCj+M6677AZYNRNdLUOR+NFuT6Euuh0ab/BBIOO+jl53BqTSZket1LM5eji8sXo3PbD+Ap/I/w6rsa0Bh4Pn87zxuV3/fdcO/6ZVz0h/A68ZiePvz33cF3xBIEMQYPrP0/fjUju+1+aYsrRqbu0WIYgqiELHKkqQe6HoZohBDMrqAQ5YqDkhEQImcy83ydliwDm+Amrcm9pp4Vf+7AQDbayU8UPklNC3PqEaohnhkFJX6QQhEQkwdRLm+F/HIKAzDjoyXpB70xo/CeOEBq3xBiEEgCnS9HFJ39m0iyghG4xuws/APLEifhUvjx+HbB/4XhlGGJGYwmFyPifIzMGgTqehCqGIKldY4iiEMHodtiftD+e9WVCOlTe4OIFYkjqmJu82MpnSmIRnNnI0FmQusv/fk/w6DajhXfTF7J8w8as7ch+2EYF7mXOTLz2Fn9R6+MfKSjCo0bcbBmWYrcM4crYuzl+CXR1+EozIvxn8s/STc1A7BIom2O7FbIZDwrWXn4XTlJY5fdfx0B4UUEB7/rxXqeadpOWmXkujIiVeB85++vPXzXtV8GwyFhr8Vv4VGyxuly9ti4anstwIiduVutsga3coQGxOrsq/FNQuuwZtGFiCjejGQputQhzMB877i/dYmOl89Hppeh70BEc6ZpIMlTqf83S0ePcnLA4EsJbj7090fTkvW0sxlXdMPmO02LQFeMSENh6PAEUg8v6lT+dI5tIAtWQZt8v5hOTN1vQiBSBx/wtqpyL0YSh3f5VtnM16dmTNsEYSECw5AIHH2+Coq9f1oaVMBChxgY52c5fnXMknMQJKyFoVTsbrrMBU4IGzdsi0f7dc1AglRdV5gdGtLm/JZhtlmH2wJMyWMp40QmUeGMpqJ4+LtcmSziN+p0uMQhASPAjX5Hc213VTg2G/tMKLeTEDT5eexJno54tExZOLLHeWa9+uW1VKVsmCM/2w8T5We4ITPBKKYREbxQ4rs+UoxkDoel2VYJo6J+nN43/b78EzxdwAEPJv7JZ7L/cqx7gRjYs1MBN2J3ff3136D/92zB83WpK8/dL2CH088h5be7jDNrF8mVi2q9GND7ErrqqbNWBbkQnUHqFEHS4Plravtuv/U0g9hXuYc+w3cCi2KcQTNY0FIsIMqNEhSDwRBwU/Gv4ifjH8Zdxe+gZY2BSJE0BtfCUo1lKrbYBhlaHqew4eq0PQaDGvtJxhIrEZKGHa9xzAa6E2sxPrMG+2eJBFH1D77Nn2xldhVvBNL0hfhJanjsTpDMZBcx/pH7cd4+SloehGGUUe+sgmF+i4sVMLphOasxDEW8EWoBOafNPPWwRrI3kEAEJ46wz1ZnfnKAOBA4QHsLdzl+s0wyrhp5r9Rqe+0XFrvX/AhjGbO6lhvQmQoJAZZNn34wYPenWRbdikNeW0vPrzlIABgNGq4cjmGCTt5BC2IfioKUygoNpdkbCJuDfzPuS/MIp2Zu2xBSODy7IddirFVky5CxsMkogxzZcGdgPxfJWHA0tmKG4vDXKLMxQK8vOc6vH30Y5bCo8j9Djxj0EbM+vtLy0bxXy/agjXpKqbrGqbLz1t1I0S0aHJ0vQxF7kdf8li8OPMuLMleBoDg2dwv+QnQtiYIgoLz09cALjcGU2rM/ydERq2xL9Bi6VRUt+Z+7ztJy1Ifouo8JKJLPPQ9BJKYxmj6dKiK+2BGiIKF6bMPmwxalJypwrz0AYwQ2Qz2YZsX46Bjm6QNqWi2pgGgS9qG2aVgY+JeOxghqG31NA8Kmp7vwhroPXS4yzY3Ak3LIRNfDkpb1sn9/6Uoch9qjYMws2p4xW0FZuvqiem3YmH24tAyqVFn2C/PIcGpRBEiYUhIO/4Op0gxjAoarXFQqgVCCkzJJFYhSHl0j2c7fdojhe+iXNuOBeKxAe4u9j0HU8ejqZdg5/mmkKQsFLmf1UAvYXfuFkcb7Pen4yuZ4lZ8GH/OfcHClB3I383L6jxmKcIPsmHixNbWmwfwTP7nMC39ghBzKYZbcjfOysNUbYxjvxBM1WEYZYBIiKnzAnB5rK2ilMKNkztRbO7z3WPoVXj7hECCKmcgCBEsyFyAK9Jvw/XHvIlxvlENbL0gkMQYpivPw5+zlkmtcRC1xkHm/SAyJsobcajxDLxrfrU1hS2NO62/GW0Oz9vK6bAOFB8ApRoO1p/CDYX78Ku9JRwqPABCFFTq+xnPJVfKo8owao2D/BsEy5yVOMOoodrYzzeXdoMpGJ+xMHsxrsy+A6el3+P63YthorSBiBJkxXPL/XmmJHbinqG0iV2F29HSijAMFim4PPtyxCOLsCR7BVZmX4G1mTdgbeb16E9tYAOFaq6JPFN6Es/kf45Nud/ibRu/3EVETNsaoR2Q+b/3/Bw7834i0O7FjROkRh0yEVDS/Obv0fTp+ND8qxCk+HXKgWmeMtsxS//r5fAUyVRsOYYzp1iRok8am7Cn0oAsxaHKQ9gQuxKCoDjGhrkR232wPH0Jjh87CAhAUm7hpAEZBlc8AIYtWiCth4nZaLYmMF3eiD8Xf4hdxTvh3dgZDkmEKERQRNWj8ADOKW1urMwSMeTZwIIVBnP+GLSJ3uhREIiEYn0fnPNY0/PYl7/dxysYU0fx3aOOwrxUWPaB7sRtXTJAiGgpMWYUs4lJYlkYmq5N0hYdBwsP+xSJ9jK38SsICZwQfUXHVGP2Ri2GW5wgIRFdwi1u7H5dL1qRcTOlp2C2k1n42/ODud/v5iLz52ruPtMNYFrWmGKdSawMwEC51/10YgVSiKGsmRY5v1BQLE9fgqVZGwPqXX80rYDbar+BadULzxDESHdHMqfjhMRVSMWWBN4DAAulE3xBO4QoWJN6BQCWsWhF9hU+hfGpwvWhcIRDhXv5eBahyAP4t+FP4LEzXo2dl16CM9LvxbzMOVafCUIEqdhyqz6yEEVU6Q9pV7fSbg0kgYeAUAJfTqpNoTuCD2YnhlHGrtzNrt+cypiZPF7mVjWvxV/TZvBM/heoNA4iEXEHrflzYYuQ5R5ko4txUfLt2F96ENv0A9hfk3FVz4uxNvN6flgQcXT8MsTUQYQLs0pTjr3TtBzK1Z2IRxbi/PQ1PEhFR7m2GycrL3bVwfyeA6n1WJi9ED3xFTg3+Q7oRgMHig/ggcovYaYUZIc927NyQuQl3MIYLofhTrXJFtsR4YZJzchBEQm2UBPXxZ73k14KOCVyZSCYn0XNsd8eKnwP+/N346T02zpaAhQpA0obaLQOQRbjWGQsxDr1Urx1cC2+tXIY1y2chyv65uEjoxdhTeLFiEfHoMrB0TedGKsPVyr1nXPCK5kbgFepotBw08wXA3GEWYxgS8HvQnEm7Q4TZm0IwwJ4hTgm5v9rpS/IEso2hmJ1M7d4sv7Ymvs9bs5/BeXadjRak3iy8VeIAlMq3C4iAyx8/UTcdnoc2fWAPKJi7TnTKGsM50UgIqrOA6UGnsr/gj9nBxs0WxNtDgcGNL2Mh4s/5u5D+93+72TAMGrcEuEdR/6+txPCF7EvfzuK1c2hRLTeA0KlvhOXPvYz7C89CMAdkTwbcZ+wKVfaBK6w6czqQSTuIglzH/GnqemGBhguKOiQ5waph0twWxZnL8enl16Dx5t/CbjqTBXFSMGziTVgkduV0Dex/Jo1HnTFNhdZ6nO4xpkEpyBsAyOgLWh6HsnYMizIXABdr3jmrHkQIbPapCnHeAmCgsVZOzMN62+7D2JSD+6r34hS/QAWZi/EgswFvshGQmT8bM0w3ti/2j5UGDXXt5PEJNarl8PGLQd/N0FQkY4vxYH83dik34Oo1BuQpYI9u715Dxalz3Vdo7SJp/I/BQAUa3swpW2DKLoVSvceIAZG0L+i98O4/YTX4p3LC1iyfBrDV6bwp5dM4hz1ZEi8PF2vWEEQADBd3oirel/ngvIcWaE8erLbuzVLydD1ksP6enhruCi4AyBYkvo9GEqfbLlB3d+LEfKXantgQksAcHe5DechRESzNYEMGcXDxp3Q9SJkKPjMvlvw19JT2FS9xToAbqndjkr9oLdmnr8JVmVfxT0xFLHIfBwVORfH9sSRpL2sZrSJOys/turLgrTY96y1ZjDd2IpKcwKPGbdDIDIMo4F0dAHOTL3T4XZl0pNci2kyzXHA4TJHJc6tTJXr+xG+cAQrd+OFB/HT8S87wPlhz+u4r/ZrXBS9ICC02kkXwJSPBwrfCXVdmFE2zoVvpvQUbi38L7bSR5BvAscsOYRLVu7Ge47fgbefuxX/vrQPg5HVqAe6jV8oOXzFRhAiiCgDIUqVyYHllo2FG/DLic8e9rs7C3Vsvl3mSnWJN+/n4dUlOAoxiN7Aea+OSn0Xao19DFPhAhSz+8bIOvQuq8MoaYBBUd1F8cOpe/gdFPXmFKcZcfcB40VLgHFbDYAQBYo8gKH0aTz1loqI3O9wperoTx3vhgD46uydX056iblGOvvnrFP5fEXP+7E8+xLfPe2FcEulLZqeZ2l4rPRCLYhCxIpGs9N2dXLjmrinuUrws/vLj+DhySbe2Pca1+/MlTPoAF7X8Xj+B44DVDBuk+GvNOt6o3WIubKIdATynrI2NFslTFQ3hraJVWT2c1PXK6jTAswxpch9roj1A/m7UW3sRqM1jt35O7A3fwfHtjnWPKrh65sT+PnkJkhWWjk3pkvTSzi3P4OT0+9sWx/DqFqQm1J9H5LCANSQ3MdJZRjvHDoGPcm1gcq+puUwVXqiLQ4xps7DCeoSn3Xz1trvsLEQxweflHD1DYuh78nDaBE0dMNBNeROnSUIEdxd3faCBeY4gy9mLyyHaUyd59uXO76XRFxztdGccGCNmcVSEKJo6EWOkWPQFZ81Vmf4V0obEMUUD2hyp8QCgOdzN2CqxFyfT5R+g8niI9hfeQQDsdWW8lRt7HbNLUFIYCx7PuOgk3ogCDGk4yvwXO43nCuR0Qi9amgE983k8Uz+F9aBhVGd8HnN5xCBBFFQUW2Mo9bYh1xpIyr1XQB0llYPNZyQuMrVvlFxDZ4t/h7huhGva8ceD5BX9H6UJwhnErawSFIP3jryiZATHQ21Ynk/Vr15EL+a+iZ3q9obTnBUaviitC71GkTVUe/bAOioaTPINynUpIHkSiB7egSRDb04uncGbx5Yi4HUcZj7ZueXVdnX4rT0ewOuEMxNsXGLHaAxC5kFL9/hix9X1C24PqIMMn5BKzXM7L+LKg9ZWDRbgoHlfkXYtCTSNvcAC6VeaGUKaXkG9Z1NTB1KYB5dwXEVIihtQBBjiEcWuk5hlDYsq2ZcHYIi9SCmDmAtTmIRUIICQZDAeM+Y1W+6/KyrDp0totTKL2qLiKH0aejUn17sTpjsaE1DpdHQIIiwegVbIO33CUKUpcoxiYyNphUM0U27XaW6wvvd7+lOWD7IP+Y+j2/t/1/f1SYHbs9WGMWC0yKko+lRHszAie7EbTFptA61cf2KsMHl4ZjdYDFwqPg4zH5utCZDLAls/afQsFm/x8VXR6Hh5+OfxebcTTw4Ih0wfgyIBPjwsqQLx9tOkde0GWzN3YRqYw9sDKstB/P342Pbvo+UNGKNI1FMQRIzfE9qHyzF3i/h+unvucahKg+iWN2C9276Dh5u/gnvOood7O7aPB93NP/hOFgQ1391vYRNhT+3fV97aW9NHcmcjmQ0KKjCUUKbtIaU1lFt7HbQoLjfHSaiGOMBWbwcB31IVB22sKy58tNWP7a0vItCynzS/C/DyAbVQoIdlGLfV28ewN7CXVBD1iVCBAwYYxDFBOLqIAyjimJlKwbSG3BG+t3We7966B7MU5IgEHFFz3WIKMN4x8i1NvxDsNfKWnOK53YF+lPHYSRzOkxuwi3a3dhLNjm+F8Ge1qPw85n6ZQ5KHEFfVIQihRPUmqLrZdxcvd+HVyAkgrWZN4Qu7LLHXE2IjN7ESrx/9E0diUbbyeP5HwKwJzohESzOXgJAhEAkzIsRqIsjkNYMAwIBNB2jy4q4ZHQaJ4tn4ujsq+b8bq9EaQzvWpxA8AT5V0SaBlsAjrTMJsF2t9QDL01fjfePvmFWrgBTTHzfqvhluCLxotD7FmYvRk9yHdyuX1tMvimT9NEriegSfPyYIqLLIoAgoDShYqYaxWdWxvHS3g/i+NTVyCbWYE3y5fjlam+UHUtmP5A6EWcqlyATWwTDaOH+1h9BjSYMow7daPBTHo/WDMh20F4InLlbTZkqbwzANbLvJ4opqPIQdx93ftcjhe9hY/5XPoLiwxECyeKQMvGANqHx7MoB4MChzEVEvKz3I9ah03uYdZK+zlaYtceN7/OWRaG35Y9ySkQZBOlyHiaiCxGzAszaYXaDhEISY66DeCecbKG8iROIe0viipQQCfi+FF/e/xsYAPqiR1m/SmICUXWeg6DaLYKQwEjmdDDXurNejH6j0TrkwmxF5F4sT10cSvTulUp9L1oOQmpBiKGlF0GIjJY2hYiUxkCshj/dMoa/H5ShBbTbrI8s9Vou9/D53OGbtrGmjpee4O5bZ2luC+Jlmfchk/ATsDvvn5c6Jfw6UXyKNSPuDTbg1BoHEVWHIXiUT+rAETPxjqngyGL/uLEVZkpbeKD1Z5dCadZZlbJ4pPBdaNqMRf9CoWGi+AS2kSesfio1D+Dv9b+CQsOjxiNotGbw0+nrrYOoYTTAsjMoIESweBlnqlsxWX4OFBSq3A9FTOBlqVNxXPoNAJhrOCr1Yih5XGA/OaVrJc7WyCm+f+ibqNQ7b7iUNrEvfzu8i4AiZfCKgbFQU653M6e0iYniY/j2xE0B2rizfp3qD2h63bJAUFrn1BA6Ko1xPD2jIfewDjpRABSeXUAl2FpI4nHjcYwaI0csGuz5+m2YaQXRcfyrqEK6ybhweMIY6Z1ce0dGfpv7Nr41cZODvNVdviT1+BY9Zv1S8M7RD0CRUngi/xP8fPJr7nuIDLP9u3J/4wDyoIWA8xOBYKr0RGAdI1IaxYYCo9wCRAFfenwMVz6zFR/cNIOd+iRmhEMwaAsVksejOYVHVjnqIkSwQDgGe4wpNPQSqo1xiyuQ0iaLCIQZjRpGcNlOKERfVLXucFsSbvVLWO4SXS+i0Rpn/EUcgB087+wo2nbKVadgGSacUoXj2Sg0aFqBYbs02203Wwmv12zGqoFH9Md82DbmRm1vVQ7LLjA7oV0poIo8AL2LlHWmlGvbOZXH3EQgksM6oyPusfb4cIsdFMVG6xBEMcUj6kXLWlGsbsbLHv2yFd0JAIbRRL1xCPlyMKeWYZRxIM8tf4FWDrflsVLfiU2FP2JT7ncQxRRSsaPaWvvMNakveSxGMmeAZdCoWhxuM5VN+NbmPnx5Wx43Fv+KV2WuwMLsxZalTxBiSEQXcyvZPMsKGZQ2r/N4aT//ND3f9pAhCHG8ZqGI89Xwwy6rixBg8TPB+d5DEkEsMt/1tx2pHwGgo9bYZwUjufuaWvezNamzhdiEpbAD10etNcckdWcUImXrXYIQw5W910E3Gr7+NTOsVFqTWJZ9MQDRFY2+L387KK2jXNvlaB0BERTE1GE0WnlQ6FiRvRJLk+dxUmVmYc9XdyImAZf2DQMg0LQcDhUesCjbgjJbWfXqphMAZgI109FQqmEosc53L4GENw59ouPi3Ggdwie2fLbroIB4ZBHOS72HYxuCJ3snYmLGBq1yfikvkJedfDdrh9BsijBydcCgIENZ0BbFNdsfx5787bivfiOPYDHTR8WQjq+0sjyIYgqjmbPtOlkpl/zup0p9J97z3P+CbcCdQMROM3vwptU5fZIpog9A6XzPbPEN7YRSI1TpPhzRtBk+FoLaK+LfF72bn7aZ2IuggJ9O/xr15gEwniO3284ZBT2QOgGy1IvgTZ0tJGaalCCpawUsHZwG1SkaD0/itsJO7MrdjE3VWzBN9mF77k8oVJ7H1txN+Pzub3jGJIFh1PBY4ad4Iv8T5MsbOZEosxYwaxRj/7YWS/67KUGLtyT1OFxPIuI8Gss5Ts1xyHBMAnPruhZ6CsOoodI4CBOfNlcrWzf4LmY9EiCKCYfbSXf8OxIHhNm6DJkIQhR78n/31UGUUjg29rK2zwb2mUOpmL1CFy4G1UIzlBx5IVCkJMcnManU3Aqhs+3dcGwCzCK2jK6G1yLp7UcndhIAjs+8xXPwZthVW7GySzL/G48scLlomRLCuM6K1c2g1OiIvyw3DiFKsj5L2HDqRFyf/zMeKnwbU6Un8IND38ZE9VlrnexPrsUZ6sswXdmCWnMKqdhCBx2Ws7Za2/WnkwTX302waxhlfHrXTjxnBCn0dmq86cZWn3U+XKhFmGv+bVIEObOHmBAHypkhnHsosSBH3cCODN4mA48ZT1nf3MZk2/upYVQhEAWKSGBQzQe9MpXRQmUTtuR+D0BHo3UIM6UnPe+0cbp2MAijujklciUpm5TVAAEAAElEQVTOjh+FnLHXrj81QGHg+tzD+M30JghCFGPZCyFbgRoUde5iDpIuMzZ4Wb3D2J9F9CXXYqr0FGZngu8kIhS514qSI0TBtWMfwfcnbwhguvY/m4guRL057WNSlqQeV3LamDqGa+a9Af/+uu2gBoU0Ekf54TL+645l+NahH6GllaEbdRdbtNPqIEk9uCL9Nvxu+vOQxDTWJV+BR/Pfh2lJCGNxZteoFWYMBCcEPxxh7OlO4OfhiBPE307aZ7GYfXndSTyyCLXmuCtvq8ExVK7EyY4TLsuxeBImSo/DMKpQ5SE0W1MOXJDzewf9P+Bs72D6ZDx25goMrG+itsfAmt9PY0/+HwCAZdmXYFv+LyEM6/Z4cv9Grf/a9Xb3rzPzgnP8SGKGbeJUQ/uk96LFDM/K0vnfdpJryw3p6LcwJU4QEhCFiI9U2d0m/xgJyiBhBwc07b+pEfruMAmuL4EkZWEYdca4btQ7HjDNZOj7C/dYdXJmKGjXL2GWFfM39u1YFo5wmQ0Df7fzcHbCmPOd/USQii1HUhmx8g8vzl6OmdZOTm7rb485TpdlX4qdpbsOm7w4k1htBTKYnKM1fuAA2NrgVCLMzAPOA92q7GtRQQ67cjdbbXSvHQSJ6GKUazsAUCsjB6WGi8x5beYNqJIStuZugjneZ7euE67MCEcgoOVwxLP+kAhi6jCq9b1zOMAFz/e16dfh7PQ8fHXvl5n3hnohEl6S9Nm9k4D4MvSE1ccrktQDSu1Dv3cNBMCCzmjLCtRkukUOzjVOEGLoS6xBy6ghX9lizR2WtaIKUYhA00vIJlZBNxoo1/eCpV9sIps4BjOlxwPr15U7VZF7rf9X5SEkogt9rlBVHsLy7Et4ipMQaxmktmbBcNFdNAeiEINI2AkTYAvqiuyVgU9KYhJjkZOgccJFp9jRLASp2FEYjq3DBYNlEFVAa9KAdqACXSO4Pz+NWmM/Nz973Xf2hq5pM/jd9OfZb0RAjVSte7yWEmatZABiIkRAiAjFEWrvzUVnWzedLth2fFCKK3Sf5Sv1nlwYzUU334SQCF7V/3Fu8u7WC9+dAkd4W46Uq7pS3+laKA2jCknMwB2ZSNynMSJhvPCg9VyjdcgxXsz2ihyTaZr/VVZ/EuEBAXb51dYUds9kQA2KB5+bhwYtcZegiK25mxxKisP6QiKIqQtgKmr2eGH3mASodh5Jtzveqfg4LaDmuGUYMgHhViedj29iKW7sbycTvXtxbbeID6c24HV9bw+4Yn5zbxtIqBXfmafVVPK8cypYRMQji2Dm3BzNnInjM29BX/JYK9/kWen34bYT3oiPLLwOr+x9Fy5Jv9dhqfAGu7AAgRF1LfYX7nP1eTI6z7Jyh/dL8GHO+VuE5xhuL90y8IsdeabmJiKc2UtYGrssBEG2FDgAmGntRKGyBWHtMefbgdoTWJ14cUdYTCcpVm0iWcPQHNl3mDAFTrS+fSq+zBcVmDV6HZQRDLNmW/cIjzh2MiOw9ZUpdaYQNEgNO0t38TEdjF1tL9xiaNTb9suRsto6KYEYbZhdD/YevudQDdnI4oAgwc5CiOjI3sQgEqIQg44W/lbcZBmOiGDCt0TPmjDLrEeE58MlAmJqP/xW9857VE9smRWQAARjcMewBgZtWd/CjWll7zCMKiaKDyFf2QRnEKHOMZRmPtg+eSk2yJfilOSbAU6tVG2Es2N0tRs7FahmawqV2m7fSVU36pjStnmedH+AZGwJXtf7+m5eaUkQvknT8/jizs9ZGKFyfT92loMzGGh6Hs/mfongj2Wb0JtaCaPGQoYwymn4/YNL8Kebx/DsjkEcHbMZtoOFusoC2Edk7wXMjcD54QVB4a5L3XJZMQAsc4v6ySu9mRB0eD+fW0mMcCsjE8bQ7ySiZXW6LPF6FzA4TKLKIN6/oox4ZBRH9lRv4jaoj1oiSNgC0C0Oyp6sdmJwRkw6kjndysQAsDD18E3RbK/Bg250rkg0+LN1jBcetO5mfGYGbh9nwT/3T0cxUXwMRFAc7/CfLAkRkIrMh6lUKnKf5W4ikECNuksRtRUItrmYCz0hEQSBydnCEpxKycnbx5RT79LgBoF3Iwfy9+CGwq8CrthYHZtryuTI8wcD+Lnfwt1pXiFExiXxV4MQBUvSF6CsjWOH/ggqzQlo3MX4QPXXeMnTt+FbEzfh+okv4Ob8/zg2W2c/8PEDAgOGL3IsV37Oc/gK6qf2c0cQEqh7stt0t0nbBMJOuIQgqND1kqW0HDlh4yimjoFAQl9qPXTdpPOwlZt8+dmugjsq9Z3YWP4DRGF2SlxUneeGEVjuS9ImUMqwSOULlU14oPAt19VteBwzMCP7HYoaD4poajOoNachCDGMZs5GoznBPULUcSAWkDcOMO+P4T4IzVZYgEwDYfPO756em5huY0nqQbG6GYCbMcD5nonKMyy4Cmy96XZ8UdqyksQLQpRBCIiA7bW7sbf2CHSdBT3YGSnY/igIUYhi3BXF3N37mihVt4LSJsr1/XzPDXLDmlAle50zg/ImS0+59J2gtj5c+D6my885OAT90CeTguSE1L+5oBOimIAs2WTmB+tPQSUSdpFneQQ3bRv016VJxW5YWCSYpud9vuFUbCm+s+r91kAoVrfgB4e+YjeKKDwCMFgkMYMPLng3+lP+CA2v776byMZ4ZJFvkDMg6RJElT6c3Z+GAODPdyzEV3YdxJs3/QGve+55/HL6R6DUmKWlyCYWdaYxMYXljPO6bARQ2oQgRD3AzXDLiVOcfcJMv7rrqvsZtiHdOPNl7OEJ070Dz4nTq7emcd3TFJX6Xk8dnAN/LiBzNyah3Ukrpo6hL74Ctmm/0/uC+fBEIYZiYz8q9f2OX/2UA3b9zA0yipVxFs3sTc/CrKlsAzom81pEpDR2lgxo0wZ+PPVgAMDX8JTPT2qlx/l4MfCpxW+1xr457whRYaZHc1KkECJDElnuzgvT7+Gh7c5WuElXg4TdY/BToh3FxayCznFhB4CEiwhBjKHaONj2XnbIs1OFBbkx/Yqvf7yZc43x6tnfgtI6bpj+HAyjjK25m5Avb8RM6UkGnuauu6Y2g1z5aeTLzwesb+45JggxLM2+CFtyv3O569m73N94efZls85JS2mTB15xADckJGNLXNYL31NEQTK2FIzYuexyDZrkrE46EYapDLZ4mtkiuhVBkEChY7L4aIgLOgxTan47m/okqvQiqvaDkIgv/aJb7D54UfL1rvRvgsD2lJ7kWgSNO5MayHareWlDREyWn+bWRLcYRhnjpSchCBFElV4AAg4UHnBBC2pNmzC2zgMHuknL6G2XVyQpi1f1f6wjAfNc8anO8SA5FOlG6xCb//ybxNQFoNDQbE3wPZegP7kW8+PhuT29NSzVDwAgkMUERCEGVUqjJ7oULQdNiJlz1PRICESygr8Yj1y7PnXSEdmBDT3xoxCPzA844DLcmbknmqJIKYhi0rLGmvVKqPacNrGTstyDV/Zdi564aRBxW2pZyzUQiHik9FPXwYYQycp4RKmOSn0vHjX+iamqCRXrcPBre5U3cDB9QufbAqRY3YJrtv3KIsdj5mG7Q1S5DxdHLw19XtPz+MKuL2Oi+GgXbyM4NvPmNkEVpjXM3pwyidVYk3oFetQl0IwathZ0/GJXHO/YciuezP8Uhcom7M7dinrzAFraFKhr4/WLJGagykO8Ds5QZnNxM12g5n/txYyByu3PIQjONDa61W+dQ83DFoKQUxwnTLVBsg7uM9qyyktG52NxJBVwqnYO/KAFO3xhyiaOQb8vQXn4gK029uFA/j7Hu7rB0fnv0fQ8yrXtvqgpN32NyFOpUO7GJDCMKp7M/zQw+INZU+sAROxo3o/p8kakFAHVKRk6zH50Wstk61tKYhrmhk2pYRHZfn7fDZgsPWU/Awl9yTVWerQ+eSkIJKRiR2EwdQJa2hQKlU24xWFJEoQYepLrEOOLF9vAnQugCVC2CZidSpOZLcDVo1yBjSgjPrZ9WxgQ3JlGJkhsUttwEcUUPxWb84/lO3SSyAIMh7gyfjH7DtSr+LnF3BzMtF1mnX33kQhXoFg5mfhynB1d5bon4Yq2s2Vb4WZXjtp29WFCHXQsfF4RwZM1w7DGA9tACLc27EB388FsV/DSL4oJnKG+zKpnp4AphgFzz8We5DokY8vavN15v27Np1J1K8q13RDFGFZFLw7dqOdlzrKUvFtqv0ejZeOcDKMJAQJy5U1w94cNxO8k7cakrhchiwmUa7sdc57101j2Aqiyyduno1DeBIBwpdpp6Qk71HjHn01vpGkzuLf1YMcAviMhpsJvRvSblsBaYx/qrWmekYO14+T0O3F174X4j7EVXbvCCREgiWn8dt0bcEriDeiLHgUBosUPBxDLImseqsyAFUo1zhkX7JZm+6htNDHpaRS5FwPicqTVBVyp7uxSrTcO+dgVBEFBtWnWU8TpkZdz7K+CC4aBOidutmEibpGkDNKxpZClPuvbLkqe5QiY1CEKMRi0heOiL3U8GT4Hu1DidIwXHmhzvd2gpHySOzvJNmXWmwfw6+mvw51U1y2miZdJu9M/xSFsgddUSiDhjPT7MJQ+FW8euAqCEIcgxJCMLcVq8RyUSR5783egVN2Kum7gr9V7MVPZ4nin3UXmZBSEuLWAOkXT82i2png+Q6YwCkLcsdEZlpXFrLNpAaJUt07QlDah60VmGbBOAdzdxBchk0Xav8iGKUFzCRwwKSyAQmULfj7+ec/1YD4xt9j1sQgQ+cmoWNuFXHX7LFwAwa5AP26ik/jrzYDtZcc1HQfKj3JgsxkQwH5vD3o3UKpuhSgmsKvUxM+eWYiqNg3AQEQZxiWc4JlFdepQ5H4sSp3DfoMGQVAQVfshS30o1cwIJsO6Pll8BPvz/8R/bP0sw9ZBx6syV+JLi87k48ypVIswjBpqzSkk1CFQUPSnjsOnllznWnAZg3oULErMtnYREEZWa1oBPd+p3jzoctk7etNn7TG/uVfC+9JhodSrAVQ1JimwvTlPlp7C04XfwB044HBXO+rv5Jiz3+cXSutotiZBiAhJ6sExwlk4fcBwwSuKVS+MBABEblHzzjvDug4wHGi78R/kijRTADJ8F+VrQKdIPdGF1wtL6abpedxS/IalWHUfdSha65wAAQuVk8DWyqDcrm5xjgGWl3IGz1T+HBjZTiChYRRRaxyEJGZQsJKW22VNl54GpS2P1YqNgzWZq3Bh+jpfn9t8loblkg1TIuvNgxbcRRASUOQBUNrCnsJdbounEMFA6gQMpE7klDxsboZlhAjoGW59V5BJrMa+/O3oS6zhh0ugO29Ed+IMnDDnqs1z6A6+Yhk5WPtlSPivV21Fj6LBabFqJ/XmQWh6AVvLCpbFktBpy5M9hHIcr3tMW+PXNSfc7Y8qwzDzWUtSj3VY6Yktx67a/difv5uPfaPjN6DQfHhEXS866Hd03Fn5OQADtcZBfGXvLtS4gscMIP5v09KmkJXHsCR5jrWn7K89hnorB0lKg5AINL2AqdJTOCTsdegO4caNOZH9Ot04g+kTOBi7W3EvajF1EN9ZdQ0+uOhjbV2rgGmxsIUpMXYHH8jf7dPQKSi2k6cxXngQNxTvgiAoMIwqyrXduL/0A2zP/dHaoHYZkziQt6PNRDHJrZBO82wUl6bfhafPPg8v7flIQOs0F4ZwRfpybnrnteGBEW5rjtuMa+PhWCRhELBTJAoEK4pv9lQLdsg2CbGm+KMkw4kTmXTK8WdwDBLlypiuF6FpOSRj3jQ1sxWDn55nTxPBRIBsuTzsA0OzNcEwCQFcdE43kFvYfYbRxDN4FveNazzHH0VLL+NZstG6TxDi0PQytuX/AkJECEIMK1KXQxbjPEKyyZQ92rQWVkIUEEGBJKWtcjZVijh5aBIxT7JsQlggRa2xjx/EdEwUH8J/7fgaX9zYya83cTRkMYGT0+/Ed9Z8BGszb8CxmatxUvptODX1dlhjwQQdW9/KEenroAAwlT7nJmxGX3cv5gFH9JXl/Baq3G9ttsxabUas+g+XzvGrceVUEGKcsLnd/KEABLy69x346nEtnDw0ibjqdJMGKVBhkbNOWAOFphdsd1xXuUopGq0p13xxPqfKQ5YL186UQZgSGqKUeC0olGqWJcQEWzvudik3UXUeFmQu4GONbSdTpSfwfPmvYJ6X9pbYYCFotqYCniMumMBoKtiF56QY8corBxbhc+saHtoOAlXK8gM2xbLMZUhElyAeGQ35Jva4l8QYJCEKu622GEYZE8VHMVl6imPMmCV8pvTkrNyeLC8tc63NVLdiovqsox6z8350I8TCazPFyT6wEAhE4vmk2fvvKXwTH7t+GW451D2WUeJpz56eofjl9I9Q13OIKv7MI6ZiaQZZsHytLdc9XvJ/k4pDFGLQ9bJFrXOo8AA/9NiKYjffIBFbhJH0yaHXG61DlqFpKeYjGTVhAOGeosnGJk4xwq5X6jtZdCphfHLm+Jpp7cRAYjUuynywrft4DkocZdEVXMYLDxwWMWStOY20rOOTF2wBAM6zFny6YAuKLYbR6Kj9C0IUUxWGdTmQvxu6VnRQGAjWAiaKCayNDDlOH0zrzlfZadd+J5uoYxfreOuy9ooDgYhD2vMe7BUTf+BCsDWNkAg+tugaBwM5u9ZoHfL1R5g5W5b6XBGoBBJs/iLKo2O8IEyvdcu9kAd9o06RV/YJym1RMQ473Rfl46Azb5AgxPDZ5R/n0aSmMIJJE/vRHYhfx4b0m3naI/8YMIwyduZvRUVvWcSnul7ErtzNkKU+yFIfhlMb+GlTAKU6ZDGFfqMfJ4kX8Ghie3pSaIhHFkCWMqBU43guVrd7Ct/EmjtvtsDIALPUOnnvnKLpJaRjS2F+06nSU2i0xrEDj+O+CeDM1Bh+faKAO98+g48eZUbMEmsBDVr8EtExa+E3lYeB1PGOiDfDMeZnYz3wBvTYsiZzFW7d8BqMpE627rHHWHep6wyjhkJtTxvuRCaUNnDaAMHqVzQxvLSIEXmN5w7iWWjDFRe3YmBHSMdD3LJeUaQe1zdgmx0rp9Ga5AoQLNesecgOxg0TRDwbKKVN39rirK85zwmJ4OzoazBV28wCsxw4s8OhCskkVkEUExjLXoRkbBlOTL8DLJflhYjI/ZguP4uIMojduVvbluO3Yoq4d6KGS598Ak1X8AhFtWEH6x0vHYW/HfsiRuTaIX9sszWBamMPMonVLsx0IrqE8zIuQG/iaLAx3z6iuN1B1jwAadoMTxvWTuYeREHA09fxvjCMOpqtCWsv0PSSC15AoeEruz+NH4z/FN0o64QoVm7R3xV+Cc2oY7q8MSSFJhM7q4RXMSI+q5xhVKDrRXZIpQZP+UYQVYeRiC7pyO/ne3d1Kyfctd8RJg8Z9yJf8VrlbdiUK18sr5fdjjoarXGeT5XJmcoleOycRVgYj7TlW51T7lR3kt7ZuLH8omkFvHvbbbjniQUwqIZ8fRe6GQzshBBGxmpLRO5FNrbU+ptCw0j6VIhiyoVp0PQCfpv/petZQYi5Fj5zkt1S+iGu/uww/m8z0G7CECGCmdKTfNHzfnzvhuZ2s5jv6kuuwYqkhrhkW1ls7J13QBrwKhSERPC/R70DN6x9pcud4iSKpJ5IV9MdFc5N1C0ezSvejY5Juba946koqs7DSOYM+PuR4OT0u3i4O6uT6WpmblYv/gF4cLKBgmOymEJBuaLCXHfOujoVZPP3ilCEJDLMYpBQ2sQZgzGfkioQCZRqKDUPwInzaulF3F+9HrdXfsYocWgdzu9yZuQVSERG/JsTkVx5cgUhAU3LMUxHACcaISJK9X0MOGy54igmCo/g5xNfxNf2fBpXP6jguuuX4r1bN3OwNoUoxrE8+3IMpE70tZVFgLUgiimYBMBT5We4kmpaip0wgm4lOOAkqs7DAgwjG2mgrHlxZ+ZzYaB6930sHU6/446gzZTi7nGKz/zPMP7tN0uwufQ3/rsNinYeYoIyhthFBSsGmt4dMXb7IC63oqDKQ6g19ge6ZSUxA1FMotbwHzK9MpA60WeVorSOm/NftA7xghDDYBurRbfS0iogRMLu3K0oVXfgiervYBg1jFeeRlMrQBAiEAVmNQuSwfTJiEcWcaWKbaBs/hq4Jf8lHCrcG/osAPx6+qt40VO3o9Waaa90kQhi6hgS0cUwjBacEYe60YCuFVGp7+S0W7QNfpRJ0LsIJBaBy63g2cQxeNe8Txw2FUu3dYgqw1xpM+EMOk8rZriechpy2tXNGfwjCgpT9jsoypIJw/GVSz3jms1DAol5UaBBkfuhyP3QjSYMQ3PBA7qzfNuiykM4NvNvFl2R9/lDhXsD9kxeJ6JC5u0o1/YiLc/DaOYsEBLBuszVHOPpVsem9CpqdRn7q0GwDOcr2gggdvwnCOkO9yg0HllKCYlSQKSqPEqH0me67pGlQXp09nX07aOfooDUobz21yWxl8rSIAWUwOsEKu1JHhd63VknVR71tcVsByBRSex11YdAddTRW77kq4ddT4k/qwSUZfax5Pg7yZ/1t42QuK/ONxz3CfrHDR+j6fhqfz1I1PeM893ee5OxFR2/d6fv0803HEyf5votqo7Rb6z6FI2qY77xp8jDrt9SsaPp0dnXWX3b7l1hbQVEmo6vdvQNK2dF9tX0p2v/ncbUxXwstC+flRF1fEe7n/qSG2gmsZb3qb8cQqJUFLNWPc9JXxfYv/5vHlwnd1sVz28KZePbLksQ0vx72WUkYyv4/Amem4KQbNMfneZ28Hhyl2mXocjDtD910izLm0sd2LcYyZzd9f2S1O/63u3GGYFqtVGS+kPrnYgun0PdzbUoqN3u36LqGB3JnO2bT4DI391+bg+mT6PvmtfNGj73b7Qi+2rHGhz8Lx5ZSlV5lJ6VvjawLYdbj7HspZSNyzQdSJ0SMP/YN+1PnWTNX3MMzbYOoph1jYmz0tfSR874AFXlUWvPOCN9TeB+cCT+iWLWWnPN97H2thsLjn0soG/6khuoJPbSTGKttf8QEmf7l2eeCEKSimKWzw/JKr9dXwaVM9txFna/2c8b0u+kqdjRXZfp7AcClaryKF2YvZwmYyvoYPo0qx/YHs36byh9Jn34jGv4eBND9bQ5WeKc0olJ+tjM1bgs8Wq8aehDiCgjoDBQ8URstbQpPJf7LX5T+GN7jbONpOMsklPXyzg3cTWi6nDwjURAuX4AnUzOLW0KTZ9LwOmuEXh+N7u+5inGjJqzqQ4IJ8Jkp4CIMoIfrf0wvrz8HdxMLljlA07rpkk9UYYkZa3IQsNoQOOcciaAnBAWhSOK3iARHX/YK+BbW3QcJ13kayfDXbld0n6mbDOqSkBU6kGQZcT5vnZi87UFiyDEIAoRTJWfdf1ea+zHtVu+77I4yVIf0rHFLgwiAGRVFvZNPIDcIHG31ZnsnmC9dCHGMudYdwJArzEAWWBpULw0I85yTKtjtTFpjRn3XDEwVXoc9eYMXpy80hOlS2CmwNL1ks1rJziDYhxtCAgOcEZfmuMpiDqDWHQCLICCOggrGV2Fs84iStVtVk5ZVR5ygKzZG9q71Gc3t+16MI4sGyDOpNmawGTxEasu3WLK5iKJ6Bg+PHJmwDvcUYdmCj5NK7i+t43TC6qRnZrHdEP2pzbAPR6pKxuAqwZ8jTEtTk5IgCRlMS9zli+S1yzTKbXGPlS1GRfXmjnX/QFqfpkqP4tbKk+jU8L7zhL+jbYV/96Rd67RyqGll3FX4au+taG9eOvtrQeBKKYggUU/MszbQ775R0gEIBImi4+6AkjMenfHqcbGFMMNz/ByFTxUvxHnP36HRUZOiIzdwmZQqgVQYM3tOzj3D10vwTDMYLoMRDEOLwG4X+xrUWXQN2fKjUPQ9BJKtT0wE9urcg+i6igPODLHPdtzGLWIALelyiZg99XfxzVILBewGVEviZmOGG5TIsoIRjNnoy+53gqUeKTwAwd8hdU3ooxgSfZFCNofXcE70NBoTWJX7maUa7sxU9kKWcpgNH0qssoiK7lCvrYDP9iWwngl3NUMzNGd2q0IQgLvGxvE6YMibiz+DvXmQTRbExZJr1t0Th7YaeAFT/ABZSUuSb8XC7Ln4dbC112bvetp2vRMbJGTo/pdKGGLBRuUwcEE2cQx+PJR70MmsZKD0tnHOy7+SnzxqGuxIf02LI6fiTNHx7GnYvr0nS4Qgojci77UekSUYZibg6YVOOBUgir3YzR9OqLKMHeFGpYiZgK2zbIA4JcTn8Otha/gjsL/hfSf9zcnD5duES1SWsdU+RnMfdh0xkIZRhWN1qGA6Dk/4WFLm0au/Iz192D6ZEhiBiXtEHZU/ulJtOwVMfD/GXCaKX93Ff4Pu3J/cz31UPkXuHrjjzocXigIRBhGNSTlFGBme6g3D+DW2m3YIJzNFQCWv5ZSnSdWZy6DA/l78I/qr9BZCSGwvg8RACL5ErQ722wYNdjkwBRsLNrRre6x5IzYZpGrB8vBqWDmJqKPzJnlD2SunA+NXoClyumBTxIiBERSihjLXgTX9511AA17Vteb+OchzQesziRW8YArth6YSi9TnNw4OxKCJQ0Sk6rATRCe8G3UZlJugI0ptuY0YPL6adoMDhQf4NigYLG5tIB8eaNnzHY/13W9iO25P+GlvR98AciFAYAgGV3QUVnX9DwMo4y+5HqsyF7JvwP7jmYfBrv8jNC9gIkAXa9ge+6PCCPMJpDQn1zLI4iD56os2VlfwmQseyFGMqe6SpelDLLRxRwvy4TSOnbnboGm56EbdavuhCiIKIOYHf6Ul+k67FE0WpNQ5SG0tGmLocHJxdhOGNbQwYkGCQvipyARXWgHutEm6s1xVDl3IyEy0okVYLROZQvaY3NV6tZ+RwLaZxgVhyIn8n2U4QobrSloWoGPkap1TxhWbiRzBhbET0HTKOMt/ZdhJHE82AHdpjFR5UEQIYJG09Qr2hkpEliRvRLvmPcxbrCI4Y0D74AiJVHVp7ErdyuH3xBIYhTPVQoQiNw26LOrGboieyWOz7ylm1tdQmkTv93dwsd2/tZitA4TAgnvHX4lMomVvmt9yWM7Tty9lQexIh3B3sK9npNROG+aqY2Ppk/FfMviEly3zkKwPPty/HjFJXjj8dtx87rzcEnmWmugv2q0D285aRtmhEN4Pv87rLvrHnx1/zcCyqFoaDkUa3uhymkehShAEpOIKoPoTxwDQgTkG7ssgKsdAebFw5mkrNTxL6DmvglpRl6lWY2MpjV53ZQvs5Xw4WYnXw9fdLyboiBEXRasSnMCohDBTOkp1JsHUKnvCh037khJO2LJn7PS3Weanu9ILE0g4e3zPsoxfMESj4zCTGMzUXwYdzd+h5dn3wFCZAhCBATExXdEobmwS8FjkiCmLoAkJkGhIaIMYH76DNj4PtHBOWfyE4qMLZx4T7nBxMeM344pipTqAX3h5yv0KzP+up+fvhbfXfNRPHzalVicvQwAywvKFAoKSczghgNT2KU/Gvh8vXkgAIxvIN/cDaf10ov5EYQE1mSuAtsk+wLqz56NKb3YauyD33o15bJWmoeyffnb/QcRwlJTMSWi/XomBVgJInIv4hG3h4EFqDAF3LaQ2JF3DEjeLkKUIB4ZdjDNM2GZEOxMGrORPdqMlQ3jSAohMlp6xadIh8l0eSO2FP7CFVgzI0iTZVHg6eWccnL6nfjD8e/DsuyLQ/BrOl+Pg9eosewFyCZXY7L4mItqxCul6jZHdHmw7MnfhVxtB/pTG/icpWi2JnAgf4+LVN/mfRRZJL0jE4rJxzYXMeeYqdw0tRlOoAxE1VFuYZv9YV6R+3A0WYqxyEkeIwljLBCEBHoTq1Eob+KHSZumhnK8G2DvbWER4PbBVUejOQGDZ4Jh1DOy1TZGDi4GehAIUbAeJ2FG24HJ4iP4/M7PY1fub0jGlrruZxGqZVBQ9BkjobhQAgmrUi+BTFXcUPgrDKMG3ajiBwf+G+XaduTKzwFg6UAJUSGJUWzD4zgh8hKMit5AKlu6+grT+k4cwo7ON8K9QFPawiPGP1GsbuniQQHrMs1AcC9jeG4vTa2I/9nzRY+FRMTVQx/li7NbZKkXGxKvBWBgX/4O7M3f4XBDOMl4Wd2Ywsdcld4FDwAIRAwZozj3uF2ILxVw3NkT+PLxJXx62YcwmjkL3z+4DW/600LsyN8KWcqgWN0cGsGl60U0W1MoVLYwCxwRQYgEg7YwXngQTa2ISn0vWARpFObmLDlcJozE1GktDDA7czLHTHy5z6WqyAN8UxTBqCVEh1IYQqBquXXCJGxDEJGOm24yVt8gpnsCwZPTDyg5In/Lte0sdZmDXsKO+COucdBNKiDnm2crAxGC9XBSILj7rNo4yMcRU67LtR34Y/GnDEgspTCQ3gBV7nHQRLgVEOoJvACAVGw54uoA1iVfAYC5x/YV7wVg8y2aBxzKAwZYJGIZMXUUdlYHNm6YoitabwQAUUzApIjxt8tNwLs4ezk7dY68D2el34+z0u+H27rHnyIK7qvfiPnRJkpNGUuM5Zbb1JyTgqDgocL32tIz+LOxRNHUSnAqMEEpvLZWbwdA0bISVgPusUpQ1wrYmPenEHPn2A2oE4lYmWIobUHTcoiq/QFcV8T1d73lXxuqjT38MGxLrTnVPhVRIGjcOYcpStWtPgW4qRVBQxW/dkLxSOG7rujpIyFM8ZUc5MKm2AcTX01oE/PTZ1iUFuy3luN7se3PHBMxqNhWVtBrDCIVDabNEomCvuR612/9qQ0YTJ+MmpHzjU9J6uF8Ze6I5E7RuyxaMQ+BSBDFmIPWy/1NKCjnI/SvrbXGPt937RSdaQaDmO5/SjXrwHeccC4AoNHKo96atjLsnJu+pusggaY2g4eN+7GtfLsncIwd4BkvG1sjVHmQrycs+4EkpS0vASEKvxbOUQsweAMRFH7QIpa1GmAwDZPKSRRTgdbjO2u/4YEpsPbTUgAvJAumU7E+0YersueH1Ijimfz1eCb/cyvYxYwgPzr7aoymTwegIx5ZCFGIIF/eiGJ9LzYad+OQsSmwTAAgLIAh5OIs2aEXZC7AOZET8JNDn5nVc0xEvHfBx3F/8SAezX/fd21t5nUYp9t5ZFFgbRF02jw+8xY8WboBspRAvTnRcfNmkScRy/J0avpdeKr5N1Tqey0tnp1yIhw/xAa8ICRwVvIt+NFpRYyeqeHBP/bgH+NJPDHdwC2lH7pcFCz6k7muBCEGajRdE99NVmpaqSQkIvNRbYzD4DxOml7kA5JalixmSdJ9ZbQXPyecJPUwOhYh4lOMx7LnY3fuHzDz7JkLEksyb1gWCEFItHE7tj/lO58VhAQo1TCQWo+vLDobN+8n+M3M1xFXh120GqwlEstRyvs0EV2CeisHTZtBMrYMlfrBjjjOsLqEtUeRB1jEFrVTNgUpXs46AoAgxmAYTZiZHpxpwgiRcc2Cj+ChfB4PVn4BXSvCSbgriDHoegXOPpTEDDfFGzCMKq8vc8la7yYK29iJZNVXEBJQpBQazQmf+86ZeN4v9rixx5vdjksyH8T5IypeffRu/HTjQvz3vpuQLz8L7zw1n40oIzA4IztbMHVroVflHtQa+/ki3PCUETz3CVEgialQl3a3IggJyGKirQVWknpgGHXPid7ui3hkIRQpiVz5GSRjS/lGYCrGKchiAvXmAbaJEmEWFB2s7bOb7+GSiC5Bpb4/EGd5ZGRu1r0N6bfhucbfOdcXE0IUrE6/EvMxjJvzXwx+m5gCpYxnUJKyHfpV5Ou5FyrjXh+960AiugSnKi/Bk7gPk6VnrGss77eAiJLFEuV0PJn/adu2E6JgIHUcz8Nsv9/EQQM6ouo8DMfWY0fuzwHPRxxriZccuxsREVWH0WjlrV8kMQaBSKg3D2AofRrffxnhPXNxSjgp/Taef7b798lSH3riyxyJBJxzmI0Rc49l9UiiL7Ea41Z6NxKyFrRpnZji6635DOFGEAEbkldBgBDQjs64alN3ubd4AEPowf3azZzXj30D/9polmzPWUZ7xta8RHQJas1JUKqhJ74CMbEPe/J/Bw2h4jqiSpwk9UARkwG8ce4NimnW/hQjqdhyRKQMJooP+cp+ac9HEZUE/HLis75rp6bfjQZp4NH8930TzOSEY/9lCo9XCCSASIEL1+Ls5diZ+5vnOnMnCYJqLdrJ2DLMV4/HCeoSvHVpGe/cWMTG0k2WNcu5OJiKBiBYWQJMZdDsL9P6Zt5DiIJUbAk/iTO3ViI6hqyyCHvyf+cuUamtgmJPcr+iGPIEVHnQkTbNVA4ZJQkhsuedbFKYCpQs9bkUzbkLm0iCEMPvj3sPLrpgL1Z+q2QtZM52MfqVLCr1PbCVANaH2cQxKNZ2WUpmpz6IqWM4I3olbi18FaBGgELLRJJ6oOtVjzJmivtvQYghE18O3Wig0hhHTOlHo1Xg6ZlYH8lSH3Sjjv7kGuSrO9HU8qC0AUnKOt4TLEGHAmc9s7ElVjCA1bsWb6JdX9anDdhztZvFzH8PIQp6E6uRr+6w5oJz3rj7afYbD8OEGZ66st9XpK/AltKtHfus+3f4y2Dun5WYLj8LQYi4lAT3WsQ2SIbVnZsiY4tTqfB+r8OZZzgCdfvXyOLs5diZvxWp2BKIgurL2+2VZdmX4lDjGdSa09C0HACgP3U8JouPwttnY9mLsCd/h2WhcR6WJKkHvfGjArMYEUhQlQGIgopacxwnJ9+Ex+t/gEBkNLUSWto0JDGNqwffgx+Pf91jJRPxoUUfx4+n/+aYn/a3IJAwP3MO9hXvRzwybOHK3fO9mzkaLmYAFDuwxiCJCWh6GYZRhSim8O+L349P7/wGn08NLMm+CIdqT0OW4tz92f0hIh5ZhJHoemzN3eT4lUCR+6HpVRDCAhqcZY5mzma5amnds2bZz5MgS3/IOk8gIR4dQ29kGabrW/nhZfZzSBBiSEbH0Kcw78FSYxluLXzZrhORrYOzjV+NAFQDiBDIZziaOQMEAs6LnAyDAj8b/0yoEndEAxsYEWEQ8S8biCen34lz0x9A8CJBUaxuDlTgCIlgjzGF6ye/FPjebXgMOcJAhcvTl7jMtBZBaWgkIXBFz3U4L/WuwGs7cn8GIwC2F3DTp+7MAzuqrsdnlozh1zM/wmue3YIojSJhsTcbzJ/PnzMZ6G3WfINb5mzXFLOAGNyczVyjhQpzSwtCFIQoKNf2Yl/xfqudXoyCbeJm7kUnlsQ+GQSlzjJBwHHEI0NcoRS5smtH0lLa8Cg13LTP7zFoExFloIPZ2xa2iLjdSma5AHMJbi0r+L/fLcX+sq2IuBMUS2jpFcc3qlonxkJ1m2VhzSaOwWjmTF8dTGAzgYR6axoL4xEIPP9emIKsaTOeE7BT3GOdGk0UqjtQaYxDldIo1/eiqeWtNhJIUOU0qFHHRPExlvbKwxcXxH1n/m0v6H6Xt6YVMF1+1nUtqs5zuLLN+ppjhTrqHzx3nC4IJ4bPai9tYqr0uGPD0kMiWBnpcbiwcWm7fPlTFjEphRPkTI0mtpRuhaYVfFCB9uLvV0GIhCqBhlHDVOkZ5prxkGa7D5MiBmKr0U5J6jbogsEoGFN9T3INXx+8m4/owyJ2J7NR4I5U2qd2IH/3O2SpD4IQw97SA5ClDGrN6Y4KHABsy9+MUnUHiJWYXMAacpqL8d903Rda++yIct0cqyZTQB0zlaDAPLam1psHQIgAWUzhocr1ABgjv4nt1I067qlthu6YA4IQw6WZa/HwTBGTRWegkA5r7YaGg+XHYRhlV2Agpc6UeE5L1hwCGqjGcHRSDyjV0GxNWnucrlewOa9bCtxA6gR8dP4aNLQC8uWNXStwZtRppb4L23J/8taAv7MMXS/6vAIzta18nHtJfpmVLaqOBteDCC53byK6BGZO2HJtO/YXH8RIZL2VpWR2QmAYNZTr+zFkzIeOFjYLzzmuihhIHQcQySJ9B+DCLwIilmSvcORdZ3vIVPV53FZ/AA82N7Xl4z2ilrhOElFGEFMHupp0pghCDGcl34Y7Cl9D+AITpIGzQRxTF0AUFZSrOx2mywgy8eU8spFyM2s9xG3U2UIgCDF8asl1eGZGww3Tn4NpkTJN4OZJgJnF3YSgTtN90InBNrPadWB4gAQ0bQbp+EofTsZddxMcGnW/m0SwOHMhkrQXT+V/Zr1XkQd4ImIdqjzEFQwDopiAQCQ0W9Pc2laHKCZgUK9y49ykvH0n8npUEGyNhevk6/8uBPMy52Bf/g6rTNvaF/Tt7JOpaRUx3b+2ab0FWcpaLrcV2SuxRliKG6e/aLka27sUbRnNnM3StvFTMTP32wmyQd2pmI7Ovhrbyrf7aBBMS5zdT3ZOUzNCmfURUw6C8hsGCYGEZGyJ5YIWhASS0fnQjaaLvoKNgQmOs0xA0/KgYBQGml4AgQjC09cdKTdeZzGjbruz1pnWbn+gyizfykliu8NQdmPFIpDEdJuMCOye9nV2r3dRdR6y0cU4kL8HzjVifvos7M3fYT3VzXdS5SG09KK1VqTjK9FoFUKB+oFr1izGRLt7I8oIJDGKcm27hYmLKNk5QSJMK1lCHcJMZVPgQUIQEliXehUu6R3BZ7Z/GkFu/6g62lWGIgIJstwDw8quwoTN7arv/en4ShSrO32HBdu9buI1mZVmf/4utNs3wmrFpPM6IYoJrmgKVp2cXo2YOoae6FLsy9/exXtNcVgWSYRZ28IS2XshRQ4PkCL3zoo6ZiB1IoaFFXgq/zMAwLLsS7C9cIvr3SYUyDCakKXULKlpWN/E1GELuuOUmDoGzaiBUgOioEA3mh6IB8HLej+CJSkZ/7fvOzybiL2/fWrxO/GJrV68v+Pds6qpR9Zkrur69AiwCDKvAicIsUAGeCYiMvHlmCYzaL84+vOgSWIaghDFvNgGxibvuL4gcxY+teAKmM3XQ5QAlnh4JUYyp7uA9l728uXpy/Duk7Zhk77Xqo8JJLfxb/60VM6sCfbfnpZZCpxgJ2mmbLABaKPAAe6oSzucGgAiSh82SKvx82MjWJS92HqCDV4ztdckOzHwpNQtrtBR2gQRIiyrgCMKjfURO0WwcWEqqOZp2oBAJCvkO7DGnApBEjMwjCZU2Y4YzCRW4S39p8KZd7alTTssjM5TO4Es9YIpU6YblCARGeE0FgCoBkJEKJINxt+U+y1+l/s/61uwrB7dbOAEB4sP2QcFHi1miglgte4mCp7P/97RV7a0tClHKiU72tDkE2PWRN0201ubfpBFw86SQaF5MIQGitWdPv4xawGjGssuwceDyfFHoYNSruB62uR9t/1/h3sgtPvC2U5JzDhS0pnv5Mm7eQL6uWaVEcUUrh37UNfRkN2l+hJ8J35ndDiBhPPT11hj1LQ8ugN9KAQxBknMIKaOodbYj4MuHBVTePfk/w4QAVF1FJdkrgFT/vzfwYzSA9icd6b4EYgcEIXo8BgErVkdFApX8Jtj/TPT0QEEEWUEQ/F1qNSYwjQvdQrS0QUoVbc6sLKxjtZGkxeMcXPNYKr0BBak/fQvAJvrz5T/gK/s+xG8ik4ytgzXjH0M82IbAt7inneZxGpE1CFrjQZELM++HD3JdeiNr8Bw6kQfZUSh8rxPgUvFjoJuVEEg8Iw0gCCouGb4NFe+8u4PUeEMBS4hEhQpDUptKg/A9moAjDpkdgoc4NzDmRcnKEOJnc7LFEGIOfZKM2NEN54dllv9HQMX4qfrkzzqnWJr7ibHfsi4/zS9wPWABt/nYF3vRgyjCt1oQBGTvkAbQZBAIHDu2SKWJc/3zcM/5L+Jn0zfipg6gMXZy6y1lBABn9n9I4hiDGHStRLnj7ABhmhwbsae5DqcmH5HV+VG5H6crZwbclXHTOkZPFP8HQA2+Tek3xYajWSKLPVxrFYVW3I3+q7vyd2GD279LjqdmiltolDehAP5e6x8hIREcJ56Hsyui6rzcHFqBfSGiF7a6y+jTTJmk5+m0wZHuEXLNO23T4lll+0vR4K50dQa+/CbqS/hwsc3QoQZdcrvswaQOwUY+53lpFPlDAuTJ5KlXEbVPpiLhDuyjbkvCJFBYWAwfgz8G57zlKjDoE2IYgyN1oxVZkur4PuT93k2VefC5P5/WYwjpi5AX5KFZ6diyzEir4EiJRFXh5FNrkYqtgQGL89sd6ccsH4h6Euudz9HTJqOYD46Zt2rW+lhzHJskkuv+N3eohCBKKUQjyy05oQ/EluAFBBNDdiuyDBOLwodmoeegtWP0YukYgtd9RIEN1UNU6L9i/Lhiz12NL3Eybv9152K+Fzl1/n7YOIx7QjBMLGtYOGLv5+WhR2UzKhhDQ+1/sI3KvugFxRUQWGgqTHCcUp1x3upXR5totrYg1vLP2AWdAeQOhlbBoCNgyZPHC4IURcJaq78NMsr7Fr7u8tLGyZBpNMAkI0tQSLCxqJuNLE7fwcEvnntzt9mRQla5TgOs2Gi6VVeJrHc7rtyNzvcpG5paVOoNQ76fi9Xd+IbB74XuJ/EIwvgnAe1xhRaGku+HlP6sSBzLqa0bciVNuJQ4V7otIXz1UusuRq0/hOiYKV8DsNZ6mWL99QwavjEjh93kT/VU94sDlGU1lFrHoQkJh0HZrENvx6rL6PrUNCJA4+/BcEKpRM7z8Rn/ODfsZMYRg2gGv44tQ8/2JbFRN10czp5I0VmIROTPDLXm8rLLe0ODbXGPlQbe3y5iMu17Xz+MtfrjLEXRFAQUUaQih3F5hxRMFF8FPnyRkw1tiCiDICQCCJyFo1Wvm1ATtfu1KuHPoGD9QZuyQfj0pwiS32QxThqzfEjALY13Sjs4zKgfWeeLgDwRxmFP5FJrEJM6nG5JMyyKPQAd60tx2bejN+fRnHZvU08k/+55YZkyoa9SEWUETS1IvoSq7CcnIjN9AFMlZ5pC7r2ulwBMxoyHzrY3BG2ACDixT0fxIP6vYHRvc5ISkIUiEIMml6AIvdb77EDQwTIUhaaXsbKzEuwvXwnmq0py/UYtGEKQgwCURgZJR9TohCxTMp9yWNhwOCZAIK/lyimkI4thixEXRFNitwfYvoWMZQ+GZPlp3k/sKhaETLKOrs/V90OgUhWUAFz5RYZK7snb675PtOyuCbzOuhEw3O5Xzmu2u4Wr+u8nSuDuS8nfdciyojlxjLr5iyvL7keMbEP+4r3u6wTZuh/5+hfdhJmgHtz4woKYrBD850BOMz1Vva500UxHkDW7JzHL4TwKE0OGDbhC2FBHqYMpE4EheEDuDO3e8FV32AwNRPntwqWuQYMeIOewiWbOAb11gyiSh9y5U1QpAwUOYlac5pHN1PL/S6KKUTkXivaUxIz0I1q+JoSsA51ls4ufknqwWBirSfJuLsMAhGxyHxXZKoopvDavvfitsbdOJC/u+07xrIXoW4UQoMRZnvA8K9z7mCdZGwZao1JyFICTa1owTacwRGLk+egiSp252+zYBaCEIMiZUCIgFpjPyLKMD/EAs6gukR0cUD2jsMLamAluPuC0UyVYRgNB2yD30sUJKOLHNAMBu5v7xnqvibetphzWRQTvkxJ7doQJCzDkeBao8zgRjNrTXD5hEeWB2MiTUnFjkK9lQt1yZrW86Ozr0Sv0Yf7yj9GNrYUM5Ut1rgSxRRenn037mrdCZUk20andm2J+8XUd/CYcZePpytIWtoUqo3doRaA2QmzzLC0FsMgREAiugQxdYxjJjLwav6m6ylMvNaKseyF+MmKy/DGnrPgTRnDQKMi0IbYME/GsXMmjW01thAtSJziU+AAxr10YvIN+MMxJ+PW107gwVPXcTLWdq3XkI6vwOLs5dZpuNlyU6WIYgrnpD9gu82oTc4LsGVwICJjJoSvz9lfo+nTOQCTgXCZOxMQhRiPRhW5Mibg+fzvfTxZjJzSPrUTMIsoI1us80FqoKVNW/eU6geQK2+CtQkHiK4XkSttxEThEatcgBFg2oncXU+wU69Fd6JiT/4O7CrciXLjEJpGBQZtuoIKdL0EQUjgktQ7IIntU7Jc0bsIxymLXb+9uv/D+OHRr+XuW/fp0QlGZ/WJoS95LAQhgZbD2uiUevMAw9ZIfYEZLKZLT2N/6UGXW8L8/3hkgcvd5D0hMzc4S07PFDgDohgPObHbRLJOq6HX9caU6l5XXWWpj7sCbVyk0wLhfF97q3R7twYhKlvAaZ0rKwyz12lBn648z4M9bAzK20c/iWvmvxvetDxhCo4opqAbJi4RVjmmKzuijPjKChKTU8wtRtdKRq78NDS9jkJ1B3OFCxJTJsQYT2ekYyR9KrOaSCk0tIL1rKYHHwrNlEMvJO5xAT0aZlJxJjYw3+y3qoPoGmABB7+a/k5HBQ4Adudu5Wn8nFZjbxCVUwivT7ALazi1AZKY4ZYntl6Z80ASM0gqw5ClBFp6lbvo3GmqNG0Geyr3Y2/xXhfMQhITaGp51BuHoMqDUKQkCBFcrjQCES9NvRrxyCJHjUS+b80toMEU7zeOKr0wD17esTE/fRY+Ov+V1t+GUe1agSNECeRuddbEuw6Yc7lT2sZuxqlhlLkl1u4rScq4Ag/CSu+kwAGAKKhQ5bT1N1v/7Hc19RIoKJ7L34B7it+FrhctK7PZbl0vYUdrGrrRwN5C+zHetRLX0qYwWXwcQ+oadDtQzIicIyEs8ucgCBHwi1WvwKcXvx6nRF+JweR6CAJbwGPqmOsZJ3bKlLHsRTgx/hrXbx+fdzw2FhV8cffXfINgefblODX9zsAwYFN25P6Cy5/8s2XyZmHT/lO3YZTxbOs2jKRLKB5S8dxUD5bSVQjGqth9/L7hV+Cxy5M4OzCClmAoeRx+dFoRG5JvCLjO+u57Bz7TFVhzf+E+rlQAhtFEk+MPmBLGJrNhsLBzUGcUJIsYKtR2W+7OeGQRS59iumetXJi2i46QCOYlToQoRCAICcQjo9a9zkV0Q/ptGM2cCWfkpc2N1+TYQVbe4uzleFX/xy2sJVOqamzBNOqot6aRkAYhiwlP5CLF5el34ycX7UeSY1C8PWn+9793/R9+Ofm/ANjJKpNYjW9csAtpWQs8vHxk8cfwqt73IaaOYV7mXFBqoFDbg0x8KYgQgSDEAhe2dGIFFiXP8v1uWkYMvWqRvTJ3hwpBSKBS3wPDaMDQWfCBKvdBFONwunitYAkig7lINcvq7Pxe4aIjogw6vhP1jTGDNiEIZjnMDccA04QtnI4Nqp3S1Skfp5M6h52mw61eqjzE03Gxw4FT4Y4oWVw+2sA9M9Md3LB2fXS9aK11Zp9pehEmjCAdHcOa1MtgMs97xew/lm/Va5XvDEJnbl5WrsgDX0Ak1Br7wcDaGjQtB0UeQKGxh3Hn6dU2LhqGLSWQMBRfh3l0hVnTtnXxtqebtV/TZvBA4ZugtOXC15pijgnv+kutbB7dCOWbNht/6fhKfHDsGkhSNnC8xdQFuLL3ulBYxUxtK+alTsFQfB1i6jAS0YUw2yoKEei0hXpzoiPXHwtOcmzurQkYRhWy3APNqKLaGIcq9zjKIQARsDAp4LU9rwNg9rXBjQ3EMU8OJ9Uck0Lled8cMJXWydpz+PHEc0GPdRRRiLmicwPuaJtBKUy6w77aBP7O8dzSpjzY+G5cwsGSKz+DioOEPh0dg5lmEQBPLSayMe/Ac1PDGbHKSLOnSo93pEeaZWCDzjEBs1fMwrA+EWUEY9mLAiwpQUJRb05AEQy8/dytyEoR7M/fZU10J06AQMIr+z7osuxIYgbfWLoWcbjf9cM90/jPHd9yRYyZFoxthVvwRMNPrOhW0rrT0AGgWN2Ci+4v4eQ7J/GqZ36Leyo/B0OQBW9e8cginN5XhaRSyIH4KgET5WfwtnuzeKzsZZT34tLMjT68ryltWHWhtAGBSCBE5pPZQ5fhwfvZeWmZJWRl5Dzky89bip+7jRwrRevYWbgdml6AYdRQb06DAdN1DCSPhTnwdaJDow3EI4vY6ZwISEYXIR6Z7zrpjqZPxT1n9uLHr9uOlyYvgCimcGrqrVbKGCIomJc6BVPV55GJLrasYyaw+yk8ja37nNjGYBoF5+bfE12K+dJ6NGoSNpdVK4ehs5+/M/EH/KH4CxAiQCUJZOLLoelFNLUSDKOMeGQU58Tf6Ftw8+WNgTgcV1SzA/YgChGemokRR5pW1kZrigeNULgtaqYYPJraHovtT7U8WIeaAQTBoutFRx5jjnfk/dafONqKsg0SUUwhHWdp+IgHb5eKHYV0fCUIiSCqzrPqa2LIgnIqmhJV+zBV2xx6/b831/FA4Zuh1wGElm/mbLQoKowy6loeW2t3IaYOc5wgpzlwHWqAcPoV95vt8SiCgqLaYHMOAI+GLAAwIAhRKFIKOqdXamlFlGvbIQpKgLLoFIZXWpS9GHsKd+Ohwnes+oXXyZZgwHonca6BwW5bUUzhwvR1oRay9qXbQWSFyvP44q7PhypZteY4ntP2en4lODr7an5o1LCncBfGK0+jUncHBi1NnIvjyeku3C4hER+Wqt4c5+1k2Nmx7EVW8Mr8xMkgECBLCcudarWDNvHr6efwl+o/ATgPxMTlUXHR7XQbKcyt9c69uj+1wRE4JHKrIIFAZAhWer7ZWf80veSi5/KLjr2Fu2ZVJgDE1EGck/6AJ78wcfQ9Y2lgFvvgLBdMaJtr3QgLJExEl7DDuRBjqQ0dY1oUYpCkLFO8idIWrtVJ5hidKnIrR/cf77jM1Tgn/V7f76nIfHx27FjGpdKFEKLgQF3Bu29cipumv4QgRYX9n4YbZ77p0mI1PY+3bX0Ad1V/4SrzocK3Pac6Ea/seQ+noSi7sBih9QoFpNvCzO8qNuV+i125mx38QeCRsKsdZXEwv17B+zbvx7Lf7sWd1Z85SjNg4mxa2jT+XvxaB9oCW9pH29lDYiTDko1nE6a7w7t42hPYedIw37GpcQeCJwOBJKUtXiZZTEAUkyAgHO/AFnGG32P98Hj+BzhUuBeECIhHhiFLGdYLhnvgHyw9gi88vgA/+cdS/K36CAyjjocq1zvSuQloUBYBKxABZo49VU6DQMKu3N9w1kM3OLCDQQBcd8DC/vw/sUZegD9smY9rnv+SpbA6rQe58tOoNcchCBJ2F/8J3WiAcf2xDUDXmxCJ4Ejp5p1bxAogYQnLRTb5hQh0vQRCIlAkRl0RdKBglikPj6ClcJhAYd1SiILq4LWoAph1KL4tAneFOelo3O+ThBgWyMcDEHmUsHMu1/Hy1Msw4spTGBQ16edCNIwWas1xeL8jIRF8demVyAmmqz98ffMvuCaPmN96V6xuR615EKKgIBtbAoBFRM8trZVpQSCIqfPgDJQgREFMHYAsZUFpC6IQY6mXNDeuqt484IrOMyUdX+ma4w1aRm9iJTof2jtvI+7o2vbrZJjlSNcruK/5eySsVHrdy7zMuS5LTTvwOqV1PJO/3vOrgKzRC0GIoNGa5NyR7gAPQiLYWv4HHqX3wNknlNZ9eFZnMneAQqctKDKLkmeH2jxqjX0epZ59h13lu6EQr9XJzRE4F4XAVGwodKRiSxFTx5CrbEW9yTPySGnoOlMaq42DONB4Cqo8CFUedLVtSfYKT8S4V5xp+9rVJVwIieDFPR9xKcf15jSGVa+Vj8Iw6khEl0AS06CctN0tc7e6tRNRULA8fRlEyBhOHGv9nowtw8rk5bh2/rtxSeYanJl6Z2AqT6fMy4QFfwKgbQQQA/8RqPStI5+iBGroPYBIj8+8ncrSIAVEKghpmo6vDi6PRCkghb5rNHMezSbW03mZC2gmsZYenX0dfyb83e3/KaHvA0QqS4NUENIUkOhY9lI6L3NB2/p1/87w61F1jIpiNvA9dlvNMqSO5YXVdSx7qaec8Psjynz6hRX/SV/T/+80osx3XJOsZ4O+A4FKBSEZ2DeqPEoH06e56jCSOdtVjiqPUkLibfuXXbfr4axbIrqcvqL3k1aZhERpKnY0JSRK+1MnUUnspYTErXd00xdt+5VE6VdWfopePfQfbceGJPbSBZmL6brMW6zvTaBSWRqkijxMs4n1dCRzNhWEZECdFOpuu0IlsZdGlPmUQKUEKmuj9c6g8aFQSernY7ubcer+/0xi7dz7qMM8UeRh/t2j/F57fIQ9q8jDVn8lYysCx4IsDVJJ6m/TRsf3kfrpvy/9T8e46HaOtRs7zvpL1lqnyqO0L7lhFu/wf6eg79iTPM41VwUhTSWp36oDG1sS7xNWH7NOUXXM0R5zjZGs94W3vZs2SJ751m7cdfuv+zkrSf00Hlnqew/7zV3OsZm3Oeag+18qdjSNqmO8P2e/ZrBv436OkLjV94o8TAfTp7nGzGzKN+vF1rjZ75HOsW+3czZ9r9C+5AYaUeaH9uGR+JeKHU0vynyEpuOrXe+JR5bybypa6zygtNUxTB3lyP+TqCIP0/PTH6JD6TNdfURInK7Ivpqm46vpkuxL2RoeMD+i6hgVhCS9PPuxUD1tTpY4Cg3fP/DftumWh7Yvz77cZcosk4IVUWEYZRQqwUlcw7MpEKjKAH635hhcELkM+wv3oFDZhk2FP7fV1PuSxzpoE/zUDK/q/wiG0qeGPm/zdAGXxDdgCIuxLPsSrMlchTWZq6z7YuoYzky/OwCMHCTtTx4nR16BX697Fz686JMei5fIrSjEUQblZ7l2WAd3u00ryiJjBacOYeVY162ybOvagvgpePP6Hfjh63fg/PhVHqwLe5Z9B/9JZmn6Ep5ajElPch3ikUXQaRO56nbYNAX0/+PuvaMsuaqz79+pdHPqND09Oc9IGkkoJ4SCJZBACIsMJphkkgk2JhkcPmycsF8MmGww2ZhkgRBBCISEUM4ajaTJeTrfHOpW+P44VXWrbujuEbK/d317LS313Fu36lTVCfvs/ezn4WjxdlzXlpFKNFQP47WQXIoM6/vtCEdbXIRQ+HX7ZlQPg6RreTQ1QT61lZnyA6zInsdrlr0HEWHy7tf/OuD7hZ61osTZXYGvzXw68rkEk/vHJFGVOJvcU1jBCGfHX4iuponHxknGRtHVFLbT4ljxt97uW8q1SPmbPOH+o6pJL2pZxLSK6PoQhj5COVS40g8PGlBv9FQ5hd+fPeBvmdrtRJxPLIWyWGTAbE/LIhkP6N0RdffTbF1RQSTx9LHibxFCY61xHsty5/VctW3N9kmb9R+LjtPku7O7QhG/paZUwtNo91gIpwndYK5rtY8zW3l4wDXEAlQO8nNJmt1JW8b0cQQac5UHvSpZH65gSiUJIbFzUlM35aVcPQFuH08awkqKoJrWHxfdUnKd+1uauQH+tL/iyImlryQetlchpJ/l06fw8uG3UG8dC819AIIX5l7p8Yd1znv18ASddxothqg2j9BoHY6kZ8Pn67Z0YkPk30PJjT3HuG4riKy3rSKlxgESsRVcknsXr1r2wQFFAKIv5Y3P6eh473WpwvThtkhzaLSO4Bf0yei/nAM1Nc+1hfcNOIPNTOX+rmjv727d82+5/gS/qn2NUu3xyHx2UeyFrEpILj9ZrOMVZPX4GJ33uhRspaKkO/yiSzaJEb6t8S3KzXB63sZ1mzw+/z1Ktcep2DKS7rotb3zLfrShcC2vGHotrmPy4wXgHU+Z7Dc8KfsluQk3ha51woKPz/9XV4pvqQNe9TBFMVrtOV736BTfL34+4NYKBIYjue/OS5mtPEzTlJQJMX20p+X/Nfuv/ak2ejq8y2cOf4R7i19g1/wP2Fn9MTs8zjqQqc4Pn6Rxeep1PeeKVqQsvuDd0fwOl2w4TEqjC2MkQ8/dE5aL7YWFO/iYaEcPp6nkO3KxuKX08R4HeHv+VeTSErysKCkUJYWhj3GGtoXEqIU2qvPP58yzOncJ/Rfw8AQssRlPzn83Mohtp8Wm+KXYVtlTA+ikX4VQGc2eEZDu1lsHiMqSdMzQx0jEVpBNrPZSJBLYG+auqtT3MlW+m2WZZyBEjLZVZL7yKK12CReLQ6Vb+WHtBo8nraMG0Xn/nUVU4kzcrtRX9P7TXjGGbUUrSMOAZNe1aLWnmRLT5A2dveJR4sYQbbtO26pTa+6nUt9DMkgVuR6WsNEDAlaF0ZmsnTpme8rTt3VBKN7YUfo4ni6WNR8p5tDUPLnU5mAjtix3fs/9gXxHQsRBaN5C2L0BEAtglfr1/+7PonNDN65KU3OR37gB5s/Ftss8VrmemjnltTUebAjkFNdPXq7XHKceooxZqpPqb67k5kdRYpG0nRBxssktPUVX8h58/FL3JsEdSO7pum1PHzgfwT3ZTpN0ch2d+5QV/bqWl9dxLcqN/d59ygpxaSq6VkCIWKBEEK3uV/ssXj7BdHD1vm3t03pAkDCWDdhkLMU689kzcn/A5sKLFv1FTl/JvmYFVYkzmnlGyIl0+drUP0ptbL+FbptPHv9OKC3eubfFCl00rRD5RIg4plWJfDZVfZTuvj6eu5C1yQsCCpumeZR66wCPuXfwn7OfG+hkNNvdmxPVk2SMkUmsQdcKJIzlQTVodL0cZK7X9hiKkgqgN4rQggKsuDHMGSNL5YP73U1Rkrxk5L2RAArgwQiivG43VT7LE8X/XsJZl9ZnO7jVBvaCONLB5r/PXnPQtAKK0INCizAHXtMts6cuoTkL9b0lOXGLv3x50YeKXwmBmDuWT59yAl6s4KLc23A9b9V1mzw2/62+HTn8UGXlHaFcvGxTR7zdIyxmsEj8wlgxV2pkhhystjXLv++OsToVpQ8QIs7fbnwjJxVe5v1bOmALVc+02nP8xW/X8qnJnxGuwBzcNrdLUqgfWB3CES9p0Z0owK76zZRquwGVmJ4nFV9OLrGGfeYcH7lhM7f89xjf2z9Oxh0myprfb6GL7nb8irxS7UkeLH4paGM+tbnDOu46VJpHqDUPBc6Jb+nEBi7MvR1ZrZqmbRWptw5Qqu+l7dY9gKzsxrLoIR208WhJEgOnE2vQ9SEURdJ1uK7FXOVBGeXySKwlCHxI0pWghooFfOmwMP4lOgmbVoWvzX7Tc/SiqhH+8T7eZGf1x5TbFuvdU1ijnYnjmAEWRtPyMlrgRbs0NS8r6LrevT95gQg5K/K5ua5NIrZCEu+GIqFCGF7EuBNFBbljL9f3BNeoto6Hvu/ch7+BkoD5LsUB7zqu6/R15GTxSLSvdHA04aiT79TH6X7GcqyHP+v0ezmmm1Qbe5GR67assBaKR1HhMDiSNMj8xaw3khH+rEMbI59rOr6KjbnnhL43GIpt8DB4g67U4bXzLRw99KNs/v2qShzXlf3Rn5stu0jDnKWbiLdtFVHVrOfs1kKRoc7zs+wq/VVPvLbY9T7vVek5binPVVFSrI9fxMKSjgudp3N/D1e+y97KLxc4VtqB+Z/ym9In0NQk8/U93hzuj5duHkF3QaoMRWgBbUzU7K6Ir2Bj/mrWpy+JOOjL0qf19Kmpyv08Nv+fwbokRJwV+UuZqe5YIErk9llrnYDAu1R7nLY1KyuUXSnzJPHGSzM/Gi03T3L8aWoSx2lQbezl7w9+CUlLlMXQx55SsUm3dUeffRz25tzzeNEal2l332Jn4Izsyxc5ojeTsFCmJVxs00vztFTrDrB0zm5bZRy3TSq+ip7ACzabUplFMm5LdOKikYATr0Y5V30Om9JXRD5bkb+U0ezZfc7lcnv5sywlamd44HYgeMDPSVwbWbzCD+bPVr+d9YXnLnBGfxHu2PrCNREndk3hylBnc/lu8QvMtaLOk+u2OFIXnKqt9/7dpJA+lfMzr2Vt4eq+V3acOp89/HdMle/taXfUKfAXOqMrNbDQPYXNT510iiea5lFct81p+T/gP099JafpVzFXe4K7Sp/h7/d+lBc98mP+fNe/8Oz8uuBZjGbPiEi/AJGBLJ2GnCdxk0Hqf3Y643x1By1rnnRiAy4uTXOyb1r95YVX8P7NKYRikE9tJBVfhaGPYdtlJkt3emnlcGl9eBFTyKU2Y9kNz/mb5PzUK8mntko+p8Qa0vEJ4sYYuprF8iRuMskNKKKzaC5mrXaRamM/mppBKiTkSMRWsjJ/WXDPEoCrcmbqpZiOzbyY47j7JPnURkoeR56uppjInY9Q4hJE7NSxbV9+q3/ExrLlTs2fnITQabanUYWBEipGkdJp88F51hSeg6YNSYC2K51egdpVxON679XfpAiE0HBdJ7KI+RVyMtJxWuTZyGq+Xv3SDpFyR11AbnZUTsm9GH8iC4ioe8rso9V3/j3Ifia/07V8cO3+UeqOTeQvjlB1BOfuQ1US/qx7Q1hvTXKw9ttgcUvFlqMjCYiji5RgIh/liBxJb+9Z4BUljaYmvA2CnAts16RlTpFOriOTWB2cr6OvKTesy/MXILUuZUpJCNWr/g61QsQjDpymFYKFW5pNXB/2HHfhRXWGWVjDdvD64DhVHil+DU3tT7eCR27ce77OhiiX2kbcWI5lL8xk322mVSYdn/AKtp5iFEkorM5dEuEB628uu+d/yIy1O7IxdbHBjTraYcolACE0Rli9BN6y3mtG/+5mPVhqJsxvVxXLK5oSQvFUROR5G63DxPRluK6FpiSI92S8Tty6N6tX5d7FaOY0nij+kNfv/D6GWMxRdHmo+gOE0LqCRh3okR/BDwciFuOVPTETHpduZ/5SlERApdTtkLlYTJXv6iJvlv2jYh5jKCYhZQtecamKDU+XSeb5Ci8b/SB/uq3Cebf/x+/g4UrLJDfRMCX2pZcpv2O+gPdCk891Q+/nTud2jhZvRVWzfO7kd/Cne77Xd3emKEnyqc2BHmwYwyWdLC1oy+bCi/j5BTl+sG+Cdz/2kQXuZhCze5TFupthfShzOnE1uyTyy/4muCz3LsaMJN+Z+2TPOzH0MVTFoNE6JidZoaGpadrWPHKBMNC1fKA8cFLh5TSpsnf+BqLP278/OVnLqJFGvTXZJ0KqkkmuJ6UvC9LfQhiMZp7BVPmuyAIkECzPX0BCFHBxOFi5HcuaYzR7NnO1J7DtMpsLL+JQ/U4arcOk4utYH7+IsphGoKCgYpDgieIPGU6fRM2c6htV7vfcZNrBIqYP4etMFhLrOVa6EyG0wPFxnCqammd99vcAGHMm2CceYa6xC8excHFIxyeYrzwKQutyXFSPW8iOsMMHrRAGcWPM4//yK3w7ChNRtQTJPF5vTS469sJqHuE+2Onr4X4Z/ntxhYKOCkinf6hqFte1FsXTSJWLTmWsn4oKnFbHxBfM9vvbQu25pvA+jriz3F/8d050sYuaYFnuPFShc6x0JyOZ02i056g29nddX/b9cB+LGxO0zKnIgiLVAWqA6/X3lqdaMylltDxFCl/gPRNfwXT5Honh0bK4roPtNLHsYmhu7KeeMVhRBPznayMjsSm6Ge875whvhJ/Kc1z4t5o2hCoML8PyVGggpKM62PlbqJ+oZJMbyRorOVa5Z8Gx05kPZweeL5faRkof7ZmzNW2IqzJvxFAUbih/eUGFItknnlqar8/Z6ESg4xTSWyMqOkLEWZ9/Nnvmr5ftVPNLZkR4Km1JxdeGNpW9/WIQZjqX2sbz09fxtcmPAi7J2BquybyS7xU/ix1Enbv711IVVRbv23Kcyc2jr+6RiK2k1S6G1rilXE9F03KSVw4NZ8B7/l934nw7Lf8azk2u5vNH/4bfbdKU59pn3tkl7t1tflps4WsNZU6nWHsyWEQ60iPy36vzV3Kkcie2XeHawvt4wL1fCk13OVndloqv4y/WvopH522+PvVP+BJW/V5kx0EbJP8BclccC6J8Pz/jEu6YzfGOHR+ld3KOXqfj/ESv3Zmo6dMu//kpZJMbuSb9Ir459Q+RQWToY7Tbc0FqyHUtDG2ItsepJqVNFCZyF3Kk+CuEiKNr2eA3nRZr+DJerqf00E/GSlUz2HYNTcvhuhZDqS0IFHLqCqbMnbTaJdamLuLJ0o24rkUytpyWVcJQM1hOg1RsnJiapWHNUmtNkk+spdQ4iK6m0LUk5dqunklikLRYIraSpjmDpqZxcbCsEqqaIq4PY9kNhFBompMIBOsLzyXnjlIXZZ4o/jdJz5Gt1vchFMMD6irE9KGQlNNSFsbwu5ZROddtBs89ioWM9tdBm5+hzOmoQme6fA/9xlA/uSaBhqplUYTW42hJSbeKjCK7Dro+FJEc89997wTdO77868iJ2Yzcs3+E8LjU/LTroB33UiS6+j2nmD7uKSMcDvqGoiRJGMs4KXYlpyRG+UH1vylWd3pyZDX8cdQ7H/W+Y3m9VhCdCitmaFoB2yqjaXlvMyUdLNk/ZV8I+oCIo6rJwHkZ1I/7WSF9KrXW8cg82GnvQtG4321el2cJbyIAVNYWnk3eHWdH9YcnQPgb7quDKC6kY91sHe/bDzrk4os/N1XNMpTa4o2bzu99ia18+hTMdsXjNu1f1LcYd5gQceLGyBI3m4PNHxdhaT9dG+FN42/h88cl/ZaMIjtszD/PI7OP/h5YdOw8fSa8fr04VQlIeo63jF3I56fv5nztTAoxhZ/XHg6cUf+cT0d/laZSSJ9MrXWcQnIDNXOKpjlLKr7cCwYtzWEUaBG5uUGyW7+DE9fvpjuOxYKNE3FGMtuZLt+7JC3UsMWNCZKxMeYqD6JpQwynttB2GqxXz+be4pdYnJDyd3tR2/OvYpYD3u5pUBRiQAsCJ8mPkiymJRndGXVrV3bOG2dN/jKOVu9dkLdL04ZwXQvbrnlAdS2S6vIXjB7nDg1fdxEUFI8w93j1QXQtRbM9j2XN9510uhdOgUYuvZVi9VFAJW4so2VOeQvRTM9vYvq4p20qcVRtW06gydgyFKFRbR4hpufZmLiUA+bd2I5JvXmIfPokQIKaD5ZuwXFapBNr0dQEV8Sez08b3wFgLHYS063HMa0KhpZBUXSqzaMUkhsoNw719M2e+/F2wgINXR8K1C7wON8sax5NzWFoORrmJMnYcp4Ru4ZDypMcmL8JsIPn7u+6Oufu1uoM92HVq1CsEdYWDo8/TRvCcZqhhXfw5KGpeVSPA6t7E9A559I2QkFRSNc8oGlDPY7d4haO7gx2GHxsmuNUu6KET49eq6pm0dV0jz5qOrGBpjmLZRe7+oZKOrGWfGwth4s3h8/0tLQnbP7coKopz3G4n5g+Sqs9HcwX6cQG4lqO2eqjuK7J2sLVHCj+YlE+LhikkQuD38mJRWRP1AQampZHVYxF9Gqjdm7uLdxT+dpAJ6wzN+1koX7ubx7ChUvRqJHKWPYsauZUBJ6QS23DtCrYjskpqeez27xtkcBDf/Pf97Nz72YsHuObM59EoPwOUTEVQx8mrheoNPZFir2kLW3NfCo6tN2/99eBQZsMiWtX0NUUhp7x1pHBZ4xualwMfYyh5GZq7cm+fJp+FE3OrU+1ulawofB8DlfvQggFy2myJXMVb1i+nr899GOKjf1yvQzm1UHjKKpD/ZS0UwUap+Vfw4bCtXReKLx62Ye4Ov9nfX7hhibuwTQErtv0dijuQAeuH8s1gKFlyGoSj2PbVebreyjWnuS+0lcYNFkU0qd6OI+FO2Mqvq6LlLLXHil+LXDgwhWjhfT2xQtAXKeL3mPw5CbQOLnQkQfT1PRADJzrNtk/f+Oii+NzM29iS/a5yBJnmWrysWQxfdzrtNHKM4GsShJ0wO22XebA/E2Y1hy15hEsa56RzDP4wPoPSo3XUN6/W6VB1bKY7YoXhSuQS8iqvbCWavg3bbuMQCXjlebnkusZ9ypZK419qB7IviUaKIpOJraCdHIdDXOGemsKgySKEkdRYlh2A00YXF/+ItX6PuqtSUrWIRRFZyi5kbZdY1jf4EX/bFakz+591qG25dOn8Deb3ht8branOvgKD/cihI5tV2nbNVQ1Sa25n99WvsTx6oNe5bTKWOaMYBL1TVYzKsE7kBYeruGyedmPjC5cimXNdU1Eg/ub7dQDB04Wh6je/91ONK+LSX8gGNhtEZUz67Snu48upFEZvc4gZ0FuLFyn6T0PITccwW9+dwdifeEaXNfxdHZ9kxWv1cZeD7cICC00Z9lUG3s4Urqtq63R9vj3noyt6Sl88qsofad48POWmDfbLnvzqoPZnpHRClxi+jj11jHPgZPwg/3zNy7owCViK8kkNwEE1C99rjzw9x17eh04eVUpudU0j0bmayHibC28ZOBzkg5cVOoqYkLznIKO9Fz/69se/lC+G00rsCzRIbcdy57FXO2JiAMno9AxmuYMttPk/uK/PyUHrnM+lbduVjnUrGHb5YgDJ4ThKZ3Ie5Davb1jzKezEEIPmAEi36N6euXxLhLw7r544jh5kFRgp+VfE/x7Iv9MT2JQENPzQfv9ayhKEsua9yKDChP69kXmDjfk+Mi+aranOV76zUCFJTlfKidIKN1773vnf0yrfZymeRTbKjNlP8mqRJvPb7nSm+fd0MZYCZ2pg3vWtQLvWf2uQD5ykC3oxLlYHHefZMZ8MnLoZLPJAXFk8A+RguPdZeSKkuxb7QWdDhVcu4flWlq5/gT752/0jjEDvbnwJPOc/J9FbrxU372k1HCtuT+I+kTatqAouLQ12lmMhFiqNxWu45LcuyK/GM2eySm5l7KYKUoaTcszbe8OWuA7Fr/LTuf6+X/isfn/9K4RYzx7Bj51RhhoHp7AXKwuTTffbDraby6N9jzr0w4JsmwqvIBBwGHJ+C2LUiyryFT5AXR9iB41AWEQNyak5iku1cYBWu1JUtoodWuOYu1JFCWOoWVwHItJcweVxkEmy/di2yZNcxLTmuNo8wGyidUIoWHZdWzXwmxPk4itYFX2ImJqjmrjMA2riOs61JxZhlJbUJUYh6t3RdrUXWH9/NQLSGudhUzXRkgnNrC58CJcLE8jzwChsTZzMY7TDGgIzPYMpjWHpmZQhNTXbJh+JbXAr87234GcrKJOVPfCaranO0UCJ6yX2BuxCuM3En20ZFUtiy/VI6vCwzv3wVEMf+JV1SyKEu+z4w1Pii6pxBrOz/XqBktslsRWKmoS1zXx+c36ccstlWqk2/YVb/K0d8OA9A5nY0emroltVyILSwee4KV0u+a5mC45JhvmZBAx8J05fyHpRFbzwe9kas8vlAhXv0mYgUyfN0nGVuJ4GEPXNYkbywMpM/88/azZOk610aFFWErErmO9797vJ0szEfk7TP3TbZEggGux3l07AAguvAXdpR+/3HjuIv5p6595xXYLpwaFkGtbNrmRdGIVF6VezfH6w8H3U+W7eqNirkNCLZBPbfaKUTrPKJvcEnDBJWIrQ8682tdJkawNJq989Lv8pvbVnu91Lc9F+jUsy50DwIrU2cT0od6gSODgONSaR2i1ZfVqgCvFomkeRQiNZclTOSP/hsA51LQ8+fQpnhPdr4hicbNdi3mOBf8+WryN3aWfAi7N1nFyqc2hoxWvqlg+t4Y5za7KTejBPcmx3c+P6LrpnnZEOVKlLeZg+7RKPrNB8LkwGMk8QxYdeZsgVcsyX9vFSx74FP+wq+ThY4OnQBirLFson+OmzBWckrPJqws7lItWp06W7vDyuJ0J/melj7Fj/hsL/q7bsQJ4bu6PWZP/vb7HX5B9Q7BQhB9q72LUOxGcXHgl47mL5LdqlqbbZs7ztAUao5nTsGwJLkzF1wEyfeT/3bH+i89inVOg8VDxq0wGlaUwZe7kYeeW6HFCoSJm6W9yNyMnLIdUPBwRdL1JwY+SPVV+no4T4DomU5WH6aYkkFfr2j0PdIBdhNBR1Sy15j7e+PDfs2P+P9k1/9/024GPZE7D0PKYVomtqWeTT58U8GGFB4L8d5xkbKxrI6BwpHQbZrtCTB+STldzv6zWa5c8p99B15JB5LBhTrNJOZ/nZd+KohhUGlJft946wMHSLRwr34NlF5mvPkyrPUfDmmVU3chU6Z4ePFc+sS7SH3c15/nAHn8SlYvExtizePvEtkgl4rLsWZxnbPOKG0xUJR44HbbTpNg4wFztCVKx5fgDuW1VQ9QSYhGtwc77kG2N977Dzp0M+Kns46n4OpmSjER9nQhFRiDybpVkdBlBrXl8wehF+Ln5HHC2XfOEyaXp2ggr85cjhB4hOG21S8wrHaqgcP+XFBE2G7JXyvSzF4WT4yg6vcWNZRj6ML0mWJ2/coDjK4JIV++CEH3GqppFiO6ik+7Im0F4jrFsGeUMUzr4z0eSN9vBua1QJNB17VA1nx1631LsXTq0GvXW4QhuTIpxh6XGBlMrDCLyXpp1UyQtpFXptcV7/nIuCGUsgqh22PnqbZeLy532z7kg0W+jrAQOc/Q9yghPTEnzpeO7ma9FIzRrCs9BU/Nev/QdBAfXbVM3p1GExh31/6TZnmYhU7UsKTFMqb7bS9d2rNUukY5PoKpZ0rHlqErc2+DEPMcz9L6CKnSDWuNA3wINsz3Fj4v/SNMqEtPH2TN/PY3W4Z6giKImJSeoNuSl/SResFsLeWvuGh64Js8LRico13aRT2/jLRNv5d3Lr+OfNr+RmD5OPn1K38zZQjZffdjDk0vr8KFJCEC0mDAawHBdEyGUIOgiMaM2sgo8FmTFJK3Swpu3znn9+WKx6LGQmF8lhevaHqm86vE3jjBbfYxKfTeqEkOgBZF6x6my1713gfMrEcxryT3OoyWVPeWfDzjev4GnILs16D8hUu7JhVe7ydj6Ad8nBkqBSOmMqCRKOrHZzSZPinwmpamivy2kn+G+dvwvPUmpwTIlglgg/bW+8AL377b8dXDN7fnXuivyvzegbTl3NHte8Hf4GicmLbKQhIoRyA2tLVzjaupwz298aSJdW+YmYmv6yAn9T/23NEkcX/5poe8VJecqSsZNxNa42/OvdWP6ir7P8OTCq910YnMgE+Q/ayFSbia51X3t+F+6H9rw1975cm5MX+EmY+u9Z9JpbyH9DHcse4GbSW51FSXjatpozzG+VJemjbqGvjx03d4+Gu6/71331+5E/tLIeYRIeP0/+t5kv5HvOJ3YHDyLmL4i2gdEwu0nE+O3r99zlZI9nWNVtRDIcfX2v4VlfDR12FWUTOS5975D+Wz8tvrP0tCXP6V+E263qhZcRckE0jnhtofHvqYOe89ZXmN1/ipX15Z1SdR1JKP859+/bxvu1sLLBzyb/vfgy/l09w9fUqvfcwPVkz3LBMd05pPea/uSWaAGsnELjVEhEqE++lTlvP6n/ntqsnb9pIgEMdfQl7vJ2Hp3PPes4BhVLbgxfUVIPix8nkRkrEqpJc0dypzpvmDozwfO435/f8fqv/b6n5RMUtWCu77wgmBdWPgefNm//rJjnTFlBO9Y00albBSx0Fogn0dH8iu6DilKJjIGVbXgfmD9Xy+6RvnXGDR3ry1c4+684m3u+bl3BG27Ov8BNxlbH0gHvmnir9zn5j9wwu9XyuV199VuybdBsn0LjVct+J0/Lk6kXapa6DveVLUQyCP67Tw9/8bQmDeCa60tXBNI3vnSahP5S4P1p1e6rVvmzoj4Uk+r7FbUfA9XsCn/PH58QZx3rnhN/zC963BS/sWh33RM7l6jHmq1sacnrNk3xdrYz4tXmyTI0h1JU5Q0V+T+NPDMfe9+f+lm/nrfF4Nr7jfvpDIAJJtLrufK+JUU0qfyk7PfQiq+NtTuMLO86MG1hL8TQu8rleKdyeOScajbsyEi4879SGmiSdrWPJbdDIgnFzOfjb+7PUG7uiIQujbihYnTdPjoFt+Ru4uF1L1CCsdp0Wwd57jzOMtSp/YANmP6OH+/cSUbYhdFnq/j1FGVOAIFVYAiwHWaJGPLcHFotme9c9nBfddaxyk3D1FtHMJ1LVKxZSSNUQrpk0nG1vD65R9CURJUG/tJxSQBbbWxP1IMEDcmkISynehyMraGrRmbttc+IeIeuF7x2Lnd4PdWCBTuYlFt7A12nTIdFOIxcm0SseVkkxsIR5Ia5rRHHeI9Su94IQzWJZ8ZiVjadplWe6YHj1hIb2dF/pLoKxFGKHIlsXFCaLiOiRB61zgWXrvrXlvNzg4YuvBuakg6ayl4GRXbLmN7lcxRvjoIV68CWHaFuFEgFZc8aYfLv0EIJRKd8i2mj3q8ZL07YNm3bR6f/y+6547u84R+ha5lvfvr3JvkUuuP8/XfhWXN4boWo6mTAQL6EP9dK0oySDlLxQ7Z38r1JxZJadre8fVQ1Kt3zPpj+um1xTBRfoHJIPPx032iaz3YSpk6t+wqpl1hsnQnqhJnPHeR1++P963WdF2To8VbUZQ0awrP4adnv5Zzc2/mcuNqbNcdGOn2+/unDv+LV1ls47otDC3LvvmfRKpPB9lw+hSWxU4eWPDnXyOf3ubhpg1suyppYdQksRBWtqNk4xLur45TD9RbfLPtMv944OOLAvRdLGynGXCZQTRyfrB0C793zxPc4Uk/WdY8v2p8k7Zdw7ZruFioCrx5kzihvqUoaf5sxct7YFcd6EEs9EknQvXqZR+ikD6VbFKmW2VGrTta6Qa/88fFidiKzHkk+0BIbLvMfPURjhZvD67xeP2nmO0ZSX+jphBCI5vcwtHqvViWVAkytDyFxHqq5iRJY5SJ/IWh9xicPfRvG0VJcEb82kXbuogT180832uGPoxAYyhzGjecM8TqNw3zsrWz/NXG93sSPqGzKXFO09b2eWn9bWmapDIl8EdP3seu8k+BqDKC6zS5x/4ZhdQmXjP+fkCQTmzgubk/jlQ2Veq7BubB56uP8I2pjwLQsFXadi30rXzoqfg6Xjn2QT6x7d0DMXS51Ga+t/2KEBg3qkEoHVSXqfJdfQe87NTyepZd9hw9hVR8XSiU3aWZikYhfVKXJIyKrg17lT5qBGvjn9t1bRLGKPnUVlbnLyOTXB+cEWSxiMTuhd9RP1oSycgvn4lD3Fgm/4uNM1N5hLnWHpKxFZHBvzp9AcsSYSfWDe7LcU3q5jRfnf4sf7P3X9C0PA1zmrZVRlXi2HZH5sZ128T0nOTe8nAkvn5vqb4b22lxakEECgStdglFaCGpNpVUfDVN8xiqmia80KxNXsBtU4LZ6g7vWi0cp4rrttC1kUCpQmIPz+p6Pt3OgotPQimETqN1hHJ9T8gJAtd10LWCR9Cb9HCE0unbU/0V3aS0vQu+Q7V5lKNFH2ivepxsNjFjDN3rA65rYtvlYPILnyduLCcyWXp4v7D5TgjYwcSZ6aMX2WtRChy/jZE7iGAzbearjwdpXknDoRB2nv2/W+3j2E6Tkwq9bO4nhvWSzrum5jDb010krSrpeDeLv3c/3QSfrsnh4i3+v4L7AS+9KRQcp04qvop43/TvUq3XAXWcGgsr0zwVk2N0sN6rThi2Iefn8JriL179HObesSId/QaO00QoBpbnzC3FxjKn87L8OZy6apLvXNziM1ccZA8HI2Otn3XwobKSsJBYvwBkIWor1dM53npk0eNc12Ysdzaamg3S4UOpLdQjupsnZkvlYO0hFhZaMLc7Tp3jlfvAx52F5mLfflHbwYd2DSqAGXBNofFY0Q5h80KXF3H+aOLPQmNHriWKkmJPs0irXeKq5AvR1DzNEBff2bk3BMwE/WxQH+22g8WfRzaSujaCQPMgEzqdvmrTas+A0DyqI4e4PkzbrtEOwR9a7eMcLd5Kpb6HrLGSgvBxboNVTxTF4BHrJqnKs4BzvHB1qtABQT598sDKS7M9hVAMNBHjgelh3JkyG0+a5erlRVYTjTo5TpVvTv/tohQkAKqa5U9WvX1Jnr1lzXG4eLO3UwpaD0hPvFh9lJnyA9zUvB2ppVnjbudWFnJOQy3xMBou89WH+YMd3/F4rUJXEgYvzr+S//Osg6xPtXqcIt/S2jL21+LYQUd3gk4l5XAWbk9YmNtfbB2nRq25LzRYuxZzbIq1JwO2fv+YtjXPlsxVuNgRRY6YPu45LDa15kGG9HUc8qp5VuQv9djaoWHO4DiNAJMhncju9jtcnHsH6cSqYPFVhI7lNDk7/kKWe8BbuRB3uuKR+n1cctd/83Cxg7uM6aO8YvTPcR0TyyohSXUd2taMZKR3LTQ1TlQOSPFIdDvPRFFSlOu7cZwWZnuGdz32d8E9tMwpdC1FTM8FhQS15j4EKopieMoT8lw7i9/jy8f/JsBDyMVGTvCWXfW0C4dxnDrHir9lsUimPLf/jl0mchcGeCWfGqZtzWJbZVzXwQqwZLYX+VloQZETb9uaiThBss/YsgikPUU+fYp0uEXc22iokfHXNI+SiC33nmMyqFaWJp+5IgwPWN7pC4MqwfzfdUf7/Pv25x+BRj59iud8SEda10ZIGMsCR1FREh4Brh9piiqECKF5Tt5Srf/7atu1EGF45x4NfZh6q391eP/odFRixzfFI0DWtRFqzUNShHxJFh57/WV+OhGKfhHHp2phfKLsC4qS5PT86wInIKzEMpY9l0+e9G7SifVdv5fV0IMLcrrfh+tFn1oY+jCJ2Iolbfpnqo9ySs6m8EyDiWc53L5nBXPOoS4anrAJr1JcUEifDLgoStKLwC/tOR5zd0aKRIIzdzkUl8dewMmcF1Tqu9isULaHNpCL20LSjguZbZdRQuPQdVuBFrSkNLGI6aMSa4xNNr6KodSWAL+4e/6HPFTsLbKQ1qmw1rShAO9q2UXmzRbxWC8jhKHl+crMl4Oxk01uRNMKOE6V20ufot46yHfmPs5welvkdwd5mKK3Ue9vvRjwpVgyNkoitoK12Ut7HNXwPOiTvTdah3HdNr6Wsi93p6hJjpbvYsf8N1CUNFsLLw7UfPzNry8PWkhu4I/GXkw2Hq0M7raFq1O9wVesProgB43rWjxLv5zJlsZn/mWUX961hl2VNA/Wvrfwk1nAbLvM1+dvCSIMidjKPl60YEX+UvwOrmk5JAi8ihAxErGVQYfJp08KtDRb7eNMlu4I6TeGz6iF/i95scKhWCmP0Rm88gUofH3m01zz8zSveOxGj3iz1w4Xf8nrHv4oljXntcsNdsVpYzmd19EbTRtk/kLX+Z1MbWhq3nNElIi+aMdsdpZ+gKKk0NQ0ipIMHHUnBGydaj1GOr4Cgcax8l3BBCOjmJ2qGtujAomawoXDOcZj20nG1pCKr6JhHsOySjxs30ytPc2Fxu8znj0LQ8vLd4xGvXWAeutAZPEzrSI3tX4uNwxqhlRsHEPLe4v5chQ1SdOcIm4sQ9eGScbW8IH1f87NZz+frYUXB+eRqgkZNhSeRza1KeLUuFhYdoNKY1/wzn3+N8uuRkD4cUPujuTz8KMo8l1I7cKdtK1ZCVpfZMfeDxDcsOeD61lWKXDu/KpVmYaTLZTjYiEn0e6Souv9HgRb1GdKsmK3GdCNRKsgZdWiT3gbFXqPIYSB41o0zWMsvsB1gOsRouAgSi/IpzZLaiChUGkclPI1SgpCGw9fK9lxaghUHKeGqqYRqN49y7FhWXPsmP9m1xwi+lIK+VHjfiaLBOS9hecPsz17gvx3vnVHUC1UNePpmXbUGBY3/3kLSX7dx3Hs70wutrnIclnu3WhqHiHivHb8QwxlTg++V5RYzzOcyJ7PDRe7XJr6Q7qdj7n6Lo7UBWvi53mfyPvPJjfyT1vezVtXfiCAc0Rt0BiyMdtTNMzJCEXPIBNC49LVR3FrbZq7m7xz9yMcL90+8Dq51NZgk7lOOwe5vtSZLt+/6LV8myzd0bPwj2bP5srs2wk///8u/iu/LH2Czrt0eaj4VZKxZQtkr8KRm2RAoXLizpzoktf0oTGCTGIN63JX0LbLxIwxBCq6SGIo6YDiqTc12DFNzaBrcpO/Lf3cSNGeKhSuTP5Bz2+60+LlencgQmqHLxfbgnlyJHMGk6U7F4kGKkuCIHVbqbaTeutAF0FwcBfIeV8GVjoRPBepJ23gOB3ZPU2Va63j1Ci7x7k29zYm8hfyuuXvD1LpLjaqiLEs7rJFuWDB6PnvrNjgEx8mjGFelH0pTzaKPHtsiF9Olbmr+d3fmU16IYsbEyxLncqB+Z/2fJdPn+JVAYV3vJLA0X+J/RUAKoQ7oxBS9/DEyqdV+pHyhr9PxVcHLzsZW7MAc7fKK0bfz73WEzw5/90+3w8m3PzLjR/m27OPe3if/uYT+Q6aJPuRLgo04rFx2nYdx2kS10dxsb2oQbgtkvBUdmCFVlsOQse1GEmfjOnUiKkZqq3jtKwSuprEdR2a5lGp1tCH2iQRW4njWHJC0YdYmTyHjDvEbvM2qs0jSKe7xZrCFdx1+RhGwmLr9XuYKt8VtL2QOYW16lk8UPpqqAJP3n8ytoa1yQs4bu1kvvoYrtsmGVvt4dzkPQmhoqlZbKfZ82xUNSurA/soUHT/7Vs+fQr11hRtq4zPySYUyZA+lNpK22kEWM5emR21rwxX+PvuvujLN4Wjh4NMiDip+ApqjQOSvHhBQtFBxK7RzzvM940Bx0vzZfJ8ws6O8oRMOyueuoWvaBBtn6enG5Iv86XJOnOSZFafr+5YsB1BuyPvrv980e9X/nMOq0cs1Xr7y9Lkevri/9CC9Hc0gurhDYXhEVRHhdzXFJ7NZO1hTKvMz855MzccTfLJw//C8uzZPEu/gEvGBW965O+Ca6YTG1gWP4V560AgSdjvzqR1nl0ytoa/WvcaViYs5kyV9+z69yDi7Ff49c6pJ/Z8hYjz1dP+lKu3HeDLD67jg7s/h9meRogYqhKP8q1541AGBTpqC/49Oo4VmhdOzGL6OC4O+cQ65ut7FlGeEH3JZzvE9740lq9Y0mZ94Wr2FW+iw0W2cJ+RTroWIVwXSpzh9Da2iQtYaaS5ofZd2nYN0yqTS65HEzFadjlQthkkAaaqWTZkr2TG2h1RQwLpeC7PnsuR4q+W9MxGUtsGHCufUcJYRr15CF+BIhlbFsoESGymfJaLqW4snaR6LHtuhNjZXzM7a6vMFMT1YeqtAwg0Tiq8lH3131BvHSab3Ei5/iRj2XPQlSSjrOOh0td50dB7+KfzJrlh/wTv3f1Vas09fa+/aH5hEL+PEAbn5t4CQsGySlQbB/ja9Ke4s/pV/vnod/h1+bM0Wsd6T/g0mmXXOVLuj4Uo1/cihBri9nICMtQXFt7Fco9Hzo+4KUqKz538Ds7PvTVyng6QlK4d52CqD1VNkU1t6v409LcdybdvSFxMfxOoaoplSZUJZ2WovUsxlxunJ9lT+eWCR8lQvd++fgUn1a7PJbC4bVXJJ9aSiq+gYR6jbVXRNYmPDEc7qo29mFaJZnsWxzVxXAvXtTCUNJoXucnEVpBPrGU0cRKWV9Chq2kQGhP5i9G1ES+lIak3hFDQ1SzDiS3U3Xkm2YNpVVCVeKA4cWD+p7ztVyv4zoPrmamG8ChCI65m2W3eRtzo9A2QOL87Lnwe3z0zz5i2GUlt4GJ6ItAgB6MQBrZT91Ks0Sja8szZpJNR6pooQfBJgfC5H20oVR/3ON5awfESX2chhEqlcSB4B/1oLhyn4QnS90u5dHMLCjpybiq51NbId91/u26TamMPLnaAm5Gi7PkQ1rFzragJb8PUiWplk1v4zhl/wmhmO9FoV2/fszwHyXEaEr+HhRAaihIjFV/hqVG0ghSPXOj9tIQftWzj923XtdmcuNx7ViCEylb1mSS7iEy72+KP+24xcR/DGv1dlCi7g0V1vQn9xNI5/fgZB1kne9D/GIlzbNFhie/cp6GPcXXuXfz1ej861HGyDsz/lKZ5FMep8rz7vs6njnwcx6lytHgb/zX3b7zjiahSTrWxhz3z1y/gwMnzdm+W662D/NW+rzDfVvmjl+/nE1tex+/n38rm7FXy2QmFs/Jv5OLcO8kkN6EoaWL6MnRthKHMaawvPFcWByx0VbfFV/c1edPPV/E3h34QRE+X587B0HJdLbQ7BUluR5JNCINme55rMq8MIsEnaq32ccz2FDVzCmtB3Jrg/Nxbe4q/AGJ6jl+ffQFDmdO8T2SUXlFi7C/9Sm4IhbEo3g8kvi1CYePNQbXWFA+0b+TW9p3UW5M0zRkSxijPTT6Xaus4tdZk8Fw6RSjhvqWiq2kO1n7b48CBDKRMVh5gKenis5MvodjcT7+5QqZaWyGuTXhG5qXE1A6JcTa5mWxy45Jk005kozVVvotac3/wb78YTz4XueF0nCr11kE5HwqNJ8o/xsUmk1xPpb6HXGorU+W7WM5GzkutIGEs59wxlWVb67zyzD1cGH/RwOsv6sT5lU4X594ZCaMLYfCc0VF8klDXNbHsIrZdplTbGXAr/U9aKr6cC9Kv6fudJOds4xN0ClRPjFhws3kjM7WdaNoQzyv8KTJ6U+Vdu77Fw60bB1xNxWx375b6T8i6mua6zAsXWeA69kjxa0QXAzkIXr/8zzkpcy2fOPxxbil9HBiUEulv95Q+F91ZBTxHInBK/J2nxDb0v59kbGUoBO1iaFksu8Rs5WEq9d3Buw+uJRSyyS1cnHs7ICeIVGw5jtPymLjhSOk2ZquPoYoY9fY0WU1WAtm23MG02tMsy57FO8cvIW4UML3KTMsuYtl1cok1VK1JdJEgJ8ZJxsY8oG3nHr43+3e884kv4TiNAGcAcLx8P6OxraQCJ04++0rjIK++v8r5d9zCE/Pf96JhAlUYpBOr0LURrsi8mYQxiuPUpSKCHZ2UjpRu4/nplxCexMI2qm/mfRPP8natMo3pBsDuqEOwKncJs9WdXRGr6GQnq2ITaGqCbpxW1CS+rYNFArC7uJjC1u2cuAEW9IWFd/D5k9/GWdnXRCKMPVdUMx7OpnOuavMIe2sGCaXQdY1+48Mfu4KY5wxJQHuDhjmNr//rYtORfAsT/foExp3/KmKOtyx/A+fm3sJl2bfzz9t1DD3KVh9NXamMp09fYtVdFxkzVsDsP/geT8QWwcwG99nvlxqX5/4kcCoVJcGFubdQSG9HCIOV6XN52VqdvOEiFojOttrHOzJAWFh2sY++74mZlJeTkeF66wD/dOQ+vvztNfx60uVu5352VW6SbXIdZsQRnrs8x8c2vJSrsm+lbVdpW/PMVR5kz/z1XTJMKpnkpq6+6bJX2c2vzZ+FjnU5WryVeusAZ+XfGBBXdyug+KapWWQVqUDv4rc8Uas1wzJX/Z6NzoPN6/ses127AgeB3VVZK7GCvvPZ7mJQ6G+Djmm0jlCp7+Jw8RZspxlk5+4z92LaFRynGfDEBRFd1NDGSPbHVnvGg2DIgq+wyTWofxZqc6HjvDzU/onnLPnwlY6ShIwe27Jwx4Mg7Gz+gmJ9b/D7cv2J30klY+kWHoNy7EuhAz3gKnRci1Z7DkVoCMXgfP15CGFw2N3JZ498lHrrMHMtgRIXJJa7fPjkBbIlS02nvmDo/diuy4/m/yEI8Q9KeQ22xUKUsohiYT20jiVja/jLda/hfY//beS8cWOCljkViIm7rh3SmQS/w8SNCd4+8QY+tj/6+362vnANy5zVQZn1QhY3Jrj1vBdz5f03e/ciPI3YSQZNjr75GKqYvow/XfUmPjP138xXH17gFzJd5of9FzM/RRXVOZUpwkGTiRSObkaiQELEWZ2/hAPzPyOclpOi9Sau20Zqw0k83lj2LCy3RcOcwbTKwULgi9znUhvRlQTztV3YTp3zsm/kTWvz/NnenzBTuZ+4MUHTnESWXqeZyJ6L6VRRhM5KsY2DzsPM1Z7oSff5+qOGPobjWiSMYaqNA6hKUkYGu3aGYTFnXRuJyIEpSopTsy/hweKXAVemTp1msMD7RJVDmdMWTCPp2vCShLt7tWxVNDUTAtb3P//TC1yX1/X7h68vuUV9JneX/71vnxnNns1M5SFALnjRe/XFqxerYhOcXHgFO+a/Se8GZ/D9yf5dob/2pcoH1/857790F5XZGD/ft4KCbvOiBz/v0bcMmgMGpye75z4fL9jvGCkwXkNREqhK/ITE2/12+Knx8HXCGMWXj7yTnzXkmFHVLKoSx2xPoShJrsm9gx8W/yX07KOpVE3NoqupPinCsEM82Hq1fpdmwivm8NuiayNedEoJ5g95nOyDmprH0HKkYmPMVnfgOPUglRd+3qPZs3nPxFX8+niTn1U+u6RKTX9+XGwMJWIradv1vv3GF6ZvmjNLKuITaIzlzma68kiIcqbzHXRv3qUTdHbuTaxSh/j+3N9HfxOCS6zMX87R8l0Lrg0CjS2F69hd+UVf8mDwqWkUiX0WcTKJNYzENlNzZrCdFh/f8Bxe88in0JQkrfa0pwMtn40QBjF9hFZ7jlxqI+X6/kXWqk6KPBFbsQAkaylzyf/EfLjQ1XwMtGx/3FiO5TTR1SStdpGJ7LnU7VkvKtkibiwjl1jDdOUhuvWzJ/IX87drnskLTtuHqrtkvvi1vtdcMBJ3Rv4Nwd/Xz/8LP/YcGEMf8TAt1SU7cAKN96z980BZob+5FD3KhrBlkps8CatodKPROsJf7/sK3YOobVdZljsPTU2jKkmEUEnHV+BHO2SKVaAIHWXg5jH6xVpnI88ZG15SOrNlTvHJJ9LUmpIvKpfayrdOey3/sPXDfUDsUckcyTivYlpFPrr3I4s4cOBHIpay2wLJA5ZOrGc4c2rouvaCA0GWTvuM8nmPmqLJgfmferuLcVbnr/DAmlWJWUJFVZNoWoG4sYxS4wDV5tEe5nB5fJNidQeN9hwuDityz+QFy4cZMiwaHo5OguWlbJHvjA+pa0gqBXRXOlH9MJya97zN9hSqMLBtE1VJsjJ7Adnk+p7jDX2EXHoreNWc4KJpBXRtmIsyr2ePeRudRUVDVdM4Ti2yQYg6cL1VdUtdvLu5EzPJ9ZydfiWZ5MaB4NxocUmnKmwhk6nRhTRMfVZyuZgUq49yV+kzffqMvPZM5SEvCm72vVdf43RQFaVvy5wxj9YknKKMVsz6nwYtdZoM0hhOJ9bye8tqJNZpjL8ow1nD83xmlx8tGxzBGhSh7jf3Sadb9D1GFgzZuE6zC0Qevo+FFFk6qfGg8EbE+fwpf8LJhVeSjC3j4mUCy3svtl0O0oWO0+D6+b/vemedSm7/XYUduM67WQzH57XbHZQqjqaZuy1cvQqCtjUrP3N9sLzchPvgbtupU28dYLp8D45TJ6aPsyJ3IZnkJjmvef1junwP73/8o8y7NbKJtQu0v2ODo0JR25i4lEJyA9cU3sPq/JWR77LJdWxJXEk6sTT9TV0fYlxslgVkXaoUhcwpuFgBBABURjLPABTuKX2O78/9XU975Two56hK+2hQfDDIXFxibgKlz/zp84WOpE/mVaPvCOaIhjnLdOtxivV92K7F5/fVECg4roWuFQJ5Rd/SsXGW586h2ji8qNPVmcNcz4Hr8BDKyFu0KEpRkoEsn6bmuTz3JyEY1eLvcjG99BOxmOHPWXKuaplTWNYcjdZhdDXNVO0RyvX9bM49DyFUFKFziX6pR3NlBw7cUOZ0/nXDhbzqDcfJnBVHzw6+jwWduIcrHSC9JMyTkYbBgsiDzcXi08e+wvSiTklvY8diJzFhpAjSK0Jqyrn0B5YaWpYJsZVsfCWqEmdF7pmU67vxO4Kc2FwarSN84kiH8BfkxHV1/r1clPvjyDnvbd/Iv0/f6REiLrw4ulh8bfJvgwXsz1e9mIs3HubZy+cYz5zZdXQ3ZslmU+EFXFt4V99n0WuCbh6m/uZjqkxqzSMU63uXXLounfbO/UYnBSnXcrz2oBcBkfeg60PEtByGmiEZGyObWEUhuSFEAdHr3FQbe3Fdh7J5mKIJf7lrGtOqBN/L564FE90x8xHqzjxlpUi1ddyLmkXvJ+xEtNrHMa0Sjmsy3dgZkr/p8CHarkm1cdhLKclJLK4XcFyT3xvLkTNW45eB21YZ266SiK0IJp4IrUUgGt/PBhOkduS2up6Q67DT/jWu6+C6kp4mLE9FVxsK6ZPJJNYMuH7HHC9aDZBLbeubOrTsYui9DXK+HK+d4UV5kMnF2R14nMuvSp+kZU4RN5azvnCNrLiLEPriFUno+MLRrttewJmApGYh4ioirrP1sgovXRPrkXyLtmJw1V3Y5Hvwnn8fbU6I4hn7F6L4PHeLp1192oI/mvgzXn3dPhJukmpjL2977FN9MxmqmulzloVt6RkWuTkefHw0zeybTzQdtQ7XXweDFg82qd19U9OGiOk5jlXuYTy2nZo5FYk0urjMKpNUmgsX2HXrIi9kmjaELSymy/dwY/kzTNaia1qptpMHi18KAPWSjHbwPGu2p3io+BWP0DkcuXOoNY+TjK3BtMokY2sYymxntvoYC/URRWioaspry5NL2DTa7G7e6sGNOiZJp+OyOKB1hPuaBzyYUgvbaVJvTeK4FkltmN9UvoDtNLGsIq5rsSx7VmQzVW0dZ7r6GI5roqnZEJ8kXeuB0rl6QGumBP23ac703LvjNNjjSslL22nyKHfgLjAHdFs/cu6lW3TT1TSPBfACl2hBZCouYT/jmTM5Zkqcdr11gG/P/F3AWOGLARRru6m0FYSmIFSFdnlw/1nQietfifbURR7qrQNLJh8M25756/nm9EcJBreXBvMdC1XNkkttQ9OGMPQxmuYMs+IwNXMK2zWx3JbHpNyZXBOxlVyZe5ck6gtZOrmOd25xmVSig75cf4KDxZtxHJO4sYw/X//eSORioYjCX+77Es/6mcuLHzzqkSb2N38x2VX8IT8sfqrPEd0LfzicvBAeisApAbmYWHYR26l3Te79IwDSaZdVTpZdjFApSNFvf8ffGVxmu1OtYyhpmlaR+fqeYIINU0koiqQ4UZQEhpblnza8mDMKbXY1f0XcKISesx1E7g4Xb6ZUe5yZ2mNMWjtpehVm8r84Y9lzGc2eja9G0NFlNBhKbaVllUh6FDSKkpC6hYn1CBSpWqDEg0mk2tiPbZf556Pf4Ujx1wg0LKtEKrEG1zUxrXKE6yhwVIUS8AOtLVzNSOaM0FMdzNfVah/vuyDWW8coVnfQNGc97dhWBIysaTkPxydtvvrIkjAgcnNmI4RGvTXdeUd9SGrBkVxxHh9S9JilzA3R1KhYoM+6WBj6CG27ytHafVyUeT3DHvYmKKpwHVzXRtPyuIFjaHNS4WX4QP90YgOn5V9DrXmIx0ppnGobd7KMetoKXnjmXjbnntdz7X7YnUEmRNyjFfIwaX1A6L6papZMchAnpOM9E79AYeAVEULhk5tfxqqU4P/52gbuL39LPrEB1cP9591u5+qpYdqeqo1lzyTjbeyibfJbI3WD8Qp8BKr3vjtO2jtXvJ2h2AZsu8zu4g00zanQb2V/qLpTnJt6Rd82yIIpNcS7KJ2KDYVrB7bbsuZ4zKv491UiFjJF0Tx83Ynq0Er1j3rrAIaW5c9WvQbbaUUcvX70RJZdxHFkhMrndQQC/FjYhIijaUM0zGnWFK6ItFEWwjjUmodoto7zePUngCwiWJ49G8eR2s+6SJD0rqNqWeLGMDPVR4P35LomTfOopM1xZMRXiCgUobORslG1LJqaC/Vln9NS5azsa7qojaRKis8+4LpNJkt3DHRcDX2s73N46jZo09W7SS/WdtNozeDisFm72MtuCHKprRj6GPnkOpJecaDjVPnYob0Ub23gOi7FqcEbzafgkT29xQqqmkXXRrwFc3B0ot+C51fD2HaFpjmPoWbIJ9ahKnEOeozow6kttOwyydgyORl4i85F8ZdywVhv+iilL2PLyBxna/2qnGT1z1ByI588/h3CUi0L7VobrcM8UfkJJnUvrTvgDl0nJLcTxgz0luP7/+5Nj0TNd2L68ka5JpIAdWHgtS9VM2jBDcs2+RY3JhjKnI7jtjleup1KfReOY5JPbSVhLA8GvUBlKLWZb5z2Lv59+7u5LveHXLvlIM+9cB8HXnAhPz79GkbS2712RN9XNrmZy1OvI6bm0NS0nBhcCb41lDQZddzDF454BLRSumym8hCK0NC1JIaW8cDyJrbTYii1iWXZc0gYo6QTK9mUfz6KkpBl5M1jqFoWhCaD/oohJwVjlFZ7znsjthfij+O6bZqm3N2eLk7F7stMbrCpcN1AMu2uNyFpLZw6bbtKd/TDsuY9iIONqmZDlZG90mrdb9DQx7DtcoTj0I+SySrLoeDTRuvwAPqh7gW486/uzYePVVks2tNqT8qF0pzi1tInmKk84OEom8FOV3gpOHl9udg/Wf4JfqFDtbGXR8rfwXXb3D2rUN/v4jou7TsPsmffCA16HRw5theKwHWi8X4RVxi/5EcGo31W4DhNWu1ezJUcQ7HQM5Hv0Hfo/IhrKr6Ot6z8EKoS582P/Tsf2vX3fOzQF0Pp/KWZv/gvzQnvSCs+nTZZuoNK4wDLs2dHPvedt2xqExfl/hjXw1WB3yc78+Fnjn+Fw+Xfyn+FFUaERjK2hkxyE7bbZpd7T98xkPY2X36WCSBhLMdmYVULP9IFBGTA3eZDFGrNIyxPn8HLRt/vFQee+HO0HZN/m7yBUu1Jwo6W4/RmxPzxAQqqV5mqaUO0rV4cmus20ZQ4upr21oLuKFc1eKabM89GoKIIjbJ5GNWTiTTdKk1zlmRsOUPJTShC83CF3c+jw5nZIeYXPetdJr6SodSWUApZWjK2knOzY5E1r5DeyolYKjaOHnp3T7+FOWSj0e98aiPZxCqOlu7AFjbnpV8NKLTaJVamz2Vc2crR0h3BnLi7ejMfu2s9Iqnjuk8xEgcyx/yCofcP/H7plBf9zbbLbM48m7/a8A5eMPQ+3jjxIfxOvviO1PVetEurPU1Mz9Gw5nBci1W5i0kZY5QaB2i1S1TqHpeNF2E5pBzir3Z9tCctrIkYj0yNsMscHIIeZg1naVdxIg6tbZU5Xn0wkH0CuSvIpTrOoqwk6k2z+BpxoLKh8PyBO4l+hJByN2WHaBX8ClWZtrP7aNYKEY9IpjlOlYPzv+gLru20Pfoctyafw7C2nlZ7BoHKaPZshlJbqDQOYtqVQErGxUIROs87ax+vfOEBvvDSPYw+N0XsnFGMlI3lCraLC3nx8Ad5z5r3BNdVlDQZY4Lbmt/haOl2UrFxxjKnB4USh4u/ZO/8jWhagUx8RSjiKndOjmOyzDiZhEcQ6rpNGq3DFOv7mK09juO2qTQO0qKKohg8S7+cM9MvDyZNqd/YxHaa1Jo+47vnmLhmwB/m7yb/e+4f+uIb1+R/j19cWJCbjAVMCANFaFKr0LUHRFY6fFm55PrQBK9EdBF962BB3JAKSZjPTY49VU2TMIZDDokaYL98EuFO9bOXtu+i45AOaBa/0jUMqF+YmNQN2iB360oPKDqa8vRJm0ve77Leb6RE1ueP/TPfvX89bsWkPevwnYMFVPQ+8IjFxrbdA1oP37N0MN2u8azguuZAbdXu8wkUXrf8/Xz5tPfz7lVvRVWzNMxJfly9y9NRPh5EOU4UvO14VD7R6uIBuEBvXtHUXJ/5/sSiS7nUtsA5lQD8dsD7pamS8FvXh1iZv4wN+oXUhXxvHVkom/CyJaNUuZ7rZJPreEb8GqqNA0yW7maqfHffDUPLLpNNbiQRW0khvT0YE/vnB7EUeK0IqQPVW4fpH2QwcR0T13U4MP8zri9/haY53/fYxaxtzVBtHWcosx09JKHYr3DCp4U6Pfsyj5xe4pp9rr1ua5rHcHGYbvRWqvvBFU3Lc21hA0KJkzCGyRjLZXW+02Kq+igIhbZdo9Q4QLM9LyEmXWMqWrTh9zWFuDERSWfPV3fguG0MLRM5R6N1hP+Y+WZkrSnWniSfPgVNzTOeu2iRzbCg0jwcZCeeqrrFUiyT3MjfbHxXJLgxX32M6fK9uG6LJ1u/4s7a15nIX8hE6kymW49zwLybidz5LMudj6pmabfn+PTkd7jhszn+8cH+kn6wBCfOtqvcbt088PsTI8Htb4/Nf5uP7Ps8D7s7OFjryJn4O1Jp/SeLTnm7TbH6mBfxqTLTeIK206DVnqPeOkAqvi54aRuzV3K6tol+TPqHi7dw3QP/TooEg3ZMO8rf4z775yd0jy5WpDp1JHMG3zj19VyoXxMcE410iWDR9DtdPr2NT27awl+ve52Hs+jYUOZ0/njVeweANG2a5jEZUfF44UYyZ2B5YufdpmtZTufCnvaHTYgY2eQW+lXoATxWu4Fd89cDCusKVwFguS1cnC7mbYGLw28fXsmvbxzHLCuIkRyUGrTrKj89nuKe9o/5efMHfGH6v4Pnpypx5hq7qLcOyyIbt81k+V4cp8by3Dm8YvSDCKES03K0rDKua5JJbgomC8susrv0U1n0kljvKVykaXvOkUAKsh+p3A0gqQ6cOzxFgCSOXadhTpIwRmVEU8S7dl69UdN+VrWO8287Bkdno2dw6NBl9DdDHwWhMV95NHB2DH24j9MnKXPC1DE91/MoUCy7SKW+14t2GsSNZYCDpuYinEgyMi6jYdDBL/kOQqcN3eD9bvxK77iz7AqSK6tz/oXMh05ICpjO80rHVxFTXNrH23zwxs18Ze4W5tr7yKc2B2NnPHfRCW5OB7Wn+766qQd6JZ4kd9820okNXJ5+A59950Fe/acl3rH9ENfm3obj1DlYvIlB/Wmp7e6RDlpgHvcdBcsu9jkufE8LZVKkXahfw/LM2V7EuhVJ9xVSmzg5cRWp2DhNe54HSl/n/uIXUZQkw6ktoWtH+38/XHSptpPbS5/Cp8ga9LxKtZ2U60+QMEZo2zVa7WmPeH2wadoQF+beEopOD16jpDh8nOuG3k/KGBtADixYnb9ykSIkFUPLUKztXgDjFn32x3my044Qz12vucT0HEljpOcbxzXlXOjUOVZ3cB2pRnO0eCsA2/Ov4LmZN0kpRBRyiTXE9BwpY4xcamNXmySuOZwCFghekPtDXjf2RwH3JNiUGgdptucj+FcXK3BKfVuVu5i3L7uOM9MvZ7r6cLB5uzr/XsY8Ltjw9S2rN0IoAxwnmupe2Cy7wQ3H59iUfz4X5d4hr+62PehOhrZVYyi5iYQoUHNmqNb3Ua4/yZHiLVSaRxlJn0wyvgpDTXPTcYN/O/w3A6+1OE8cEsAJ0nOVFatPb1hdOjjH2Tv/I35W+ljfY2RUYOF0XnhXKYSCoaZJJ1ahqlnqzUNeFWGVNc5qXrVOUmAogfalb1JXdF0iTSLWf3F1nLoHij/R5+AG0cUtygXsLOv8vPL5yHMIH9sdlas2jzJr6ly5fI5/2PAHIS9f8JLsNVy7oo7tdLP5y0VaiBiqJukeBCqz1Uex7VrfyJ/Znhr4HoLWuU1UJdbXEZbnkLJNrttif+lXTJfvZb7yaKC350dwDH2UudoTvODBb3H3XJL0VhV3vsqhG13++vb1fHn2JzTMWeqtacqN/cHEKYRCJraCZGwlw+ltbNUu8RxSl2Olu7mp9XOG06cQ03OU60/KsnhjOeOp0xHCYEX+UhLGKCl1FMexGEptYVXuIpKx5Rhahpie86gPLDQlzvHqgxRrTxJEkBQDVZEKE5qax3XbXvm9MQAk3UukCzBTuZ9/3PcRXpZ/CW+c+DCD+pTrmji2jwPt4orzUnf+u5Opxk7aSQKWuzQ6lYSXah7q+c63ocz2EFeWjdmeRlHimFYZIXRZCRr5rb9QOghhcGbuNX1S+XJBlVE1P5US7YP95fBEaMOxeATcdzy6F64LjOfz7E0H2fPoEF+c/ApHi7dSrD7KfPXhIEKWVyYi2EK/enew9fJChVu++G+krSk8m+fm/5QPr34RX9j6Uv5yu4WSMWjvmGXn1DC/scLE3f55o86gqvVipKIi4oNsYQdMiHhAuD3YBuM8fbux+I8cLt4cHKuEsgflxiGeNG9lvrqDujnLednXo2lDOE6D2erOUPvVJbTlxKzSOIzrOh6/2cL3YNtVjiuH6CXgjb5TnwjYdprc2v4ZM5UHBpzRpWIdZyFpJbCpNA54PJv9idmj7bZlhGyJZtkNNopzIv1cYntlCjSTWMPrNtQCcviYPo6ipPnQ+pX85Wk1NC2H7TQpNvYhUIipOVJaN8+exHDbQQGcTI9fX/4KN9R+i2VXODP3Ko9TTSGm5wIpzUF2qPQbFAHjSi5Evi0ouXWKjX0DfwediOXLhl5HbAAn4FO1Ruswt5c+xe7SjTzp3oWujZBNbsZxWjhOk0JyIxvEWRyt38dU6R5SiTVkkhsBl4Z5jKnyfbTtGqqI8Z/FH7NQnzwhTFw6voIPbBgdSII4yAalRYUwImR+/X7pm6okQwtGeMJRvSiA6XEd5XGxqDX3MV2+h0ZrmuHUNlzsoN03V7/IK3b8SDp6Wr6H0VogOG8Uzoxft0DbBu/u/HvtpI86JhcVh9+WP89f7PrIACBy/8nWsubZW1M5+fISozGL8Ov7r/KPuOrer2LZRS/i6Ou+epEStxnsQvyJXnsKFWthk+nBXk4jQx8jnz4ZkAvTWOZ0wEXVsszXduE6ZiC2bLZnse0yjdZhPjF5E8fu0Nn5FYd/fXQFnz76KWbKD9C2ZjznU2E8/Qzw8GhxJUcmPsF0+V6Ps8zyHK8m0+V7KDb202qXSCfWc1n2rQyzhkPFX+K6Nm2nTr11hGPV+2l46YSDxVtI6EPYTov56g5c1ySmFdiUvJzNqSvQVKlUINMIdY/OQkEIDV0rINBYn7+Kf9j0R5Gwvizc6OAwzsi/nkty7wpVlrrc3thL23FZaEh2Um5u1+e92LIACI58zxP5aGRVTmCuV+XaZ2yiMVd5sEsPVKoUyN8qPeBk/5d+sc19pa/1rWKXvGbVrvvotKHVnu75jWSQ79BqdFfihq/fO+l35o3VyTiHpvLcMT2ENYCW5/H5/4qkbBXFCBa3VHwdl+Xe3fd30rqds/73KNsYPfZg8ZfcWPo479n5UT60fwe7Kike+57Ba7+0ntc//rAH3vZ5rzoOs6IkgufQj+fLx+hN5C9cINrTSW/3WzRdt+XJ6j295rhtfExmq33cyzrY1FsHuKvyZSxLyq5ZdgVNzWDoYyhKgs2Jy5/Wdpycfr6HcV18TnRdkz3zNyxapFeq7faObzJTuZ+FFmI5ly5QcaokSRjLPOyt03PseO6iRTYadFWyR63VnuOe2rci41VKRyno2jAnaZexPFND1+Tasi11NRdn3sCDRZ3XPVjDsublO1ISrIqdhS4StLpwcSvzl5FPbSYZWx361KbZOu459jb3Fr+A60isttmugOsggmr4fopCNfZVbJqOFYIZudxe+lSPlrGiJMkmNxLVg7b56tTHBxanPBWd1Wj76kyV72JD5jL+dMVLWZG/GNc1marcz12VL0tVK6Hx1vFX8rqRl3sBAYmrNttTjIp1OIswT5yQE1euP8FrHv1mCD+zFFN548QHuDD3Fu/fotOZXIcWVZ6bfy+jXeBWgNPyrwYEudQ2dC2NUOKeY+Tt4jxJH/9BS4JZTWIuvA59ZvrljKobkYoNst220+Q07UrGMmdg2fWeHZWLxTse/yK3lz498J58659Xlw+9O5UTvsLCNAz9X5qhj3LV8hLNQ21un9FR1aT3LN3IgisLFoSX3uvwL/lOm2XN46ssLGbRXfxijPHyOW5MX86Evp24McGwu5JiYy/pxAbG0qeQisv0iT8ZGPowvprAZOlOzr51Jy1LJaN77QzRDCAU1ronAxJcP1V/lEZ7jkxyo9fxm0HFj7zPOeqtIxhahikxzaOlbyNJfAuUm4fIJNaxOn0BqfgqDG/XOVfz8RIJQKVlzbO78St2Vn+M2Z4lbgzLogE1j6QAOETbmsd26sRj4+wv/4rPHXsigj+R2JiOVuUVhQletDKDEJ3ht2P+G/zH8b/hxAqHVJ6bfy+X595JdIJTiekj+IUJll3iWKm/PF3TPBrQiwRYVBHvkQ7rNtdteRsEKW0X5hTrVKX1Jzr1fxc1e8DfHZMRTtU7r0OHWLPbuqc1mYJ99bI/Z0VK8FcPJ/npEZstqWf3aUevme2pwKlLGWNsyXSP+f7n6Oa4k2B4OY7evOJDXJ1/b+T4DjDfZm/xJ7xzz/Wc/uuv8+2Zf+Zg8efIMdyN/3JxnSaalo+0J6xQIo+yOFq8Hb9ytl8KqVMh2G9eWrwI5amYT+SaS6yhUwgin5nPk+g4jWCjvTYtF8E95m1e+vvpyQo9WPwS5fqTbFOftagzBLC28OwFv/ejWE9H+5KxNYxmTqPZnvbWql4S67OVC1mdvyzyqe/Q+475IEC/qmbZnHse6Xgv7spxTdrWLA82r+fqu+ZomlMSguKm2Sse4x/2f4wHi1/Cxxo3zEl2lq5nrrWHZdq2SH89Urodx21LCAwaZ+XfiKpmQ3hd6azFjDFa7WlWps9lXfYyOlQdTmju9c3l23Nf4LrVccaSp8h+H9moyGyUoY/hOHWpr+06hCvIBxEPK0qS5+b+eMH+sNQ+OGPt5h8PfQ3bbUsYktBQhMH6wtWszl/CzmKL28pHPexnZ057pPi1ReTrnkJ1qszpnwgw0+H++nEead8EyFTJV7e/CU0bwsXiwPxPeYj7KNZ7Q5+PlL8HuJypPYf1yWfxlol387mT3xGUCUvdRDXgwpK5+yaOXQ/CvnVR5UDzThBaANB13Ta/qXyByfLdKIoREMJGowH9aR6kdR5yIMyNLOG+pvA+AI/HTmKKum1x3IobOi460d46neWeh1fwldnvYFvRasLg166J64H3Ay4e1BAAeOnvz8X10gILRR7lFQQameQmLktv5MnKzzCtIjsbP0VVYuhqiqo5SbV5BEMfCXR1fWoS6Ui4zFZ3cstUXp4xRAkjhIIiNH5T+kTwma+z6jhygAsRJ6Z3QL8+BUW5cRBHdKgJJFdRgrZd40j9PgwtQ6l1EEVonJZ5CbZjYmhZj7RSRgl9WZdqYy8CBcuuoCpJNuafh6IkUJQ4TXNGUh2Ufw4hBy2iu4jKN+Zv52dHza7N0EIkr/T5TmU0ewZ/dWqTD54UHcZC6N6O3e+n3VXM0c2HEDqaNsTmwgu9SVCj3prs0wYR+Y38T6XdnlvyAi8n4IXY/3vTkUFlZmw8ghv1CxqiEYb+Jf+amuHtWyqcljO5uf6fXF/6N0/uzh+jS8PETJXv4jOHP9LVVk8GKJTWFiJOPiRxlk+fgm2Xyae3kUtt5cNnH+KalZ3FIVqspAIKxeqjXoq+8377kQS7WLStGS8NFUcIFdsq99FFtgOnt21XIxWW0JEq7Gf90vhPn7lMl+/xoq0tdG2YkwuvBOQ8ujJ/CXF9FITCjLWbc7Kvp9o4xIb0pUHE/+mwkcwzOCJ2hTY1g+1g6RYWeh5+VWfAYSjii2DeBttz068kJjK4Hp1Ot+lagdutn3Gsen/f3yeM5cSN5T3yXL7Zdo2jrYco1/f3uY86oNBoHeZg7bckPCLbo8o+phuPsS33+x4di/csPOfItCrsmP9mpL/6EJyLc28nZozxUPUHaEqSd6x8V7Aplsc5jOfOp2QdIulGcca55HqvqrNjZnuKDx+4iYPFX3oBirCGq7yHToDDCjmFC5vjNPjR/D/2zSb4JiO3i7tRM5UHMK0KijeWY1oB22myr3gTB4u3cMP8P/NA6asY2olnx5boxAnOyL9hiTQI3eZyb/ELATjfdpr8ZloNqqMADhdv7gvW9D3kX5b+Dzvmv8lX5/6Tow2Ff9r0R9x94fN584oP4uJ29B+FIicibAm0FHHmOIwiNFy3RT61lVR8HZqakRIXahZNSWDZVRKxlX1IP0VEL3bwHUrnRhE6Na8isD+Zp398tAOpahZFSXucZcnQcVI81//MbE/x94d/zK+nU5Tre/DpFbotEAB3O5JoPjFyuMIwuigP2m3YocE9KBqnoqk51heey3n68/lR9R5sq4ympmm1iyiKRlafQAgF13U8vJkvZSQ8ipkMJxVezstH3saLNx7hP2bu7Not1QMySuloSLya7Zg0zEnSifWsyF3IaGIbQsSI6ePEjDFUNY1lzfFE5SeB42LbFeqtSRqtYzTMSYq13dRbkyRioxx2HkEIhaZ5jLY1g66NsLZwdeTtSdyhg+3U2V+5FSEULGsuCgAfMPDXFK7EEEmOO0WiTvFgktd+lYOKEuMNI1dxoJbkC7tjke9dtzkwCtZ5nuFIYZt8Yi17K78MaErCmrDSSYpqSUpSXYt0Yg2X5d7BUhd4JwCaDzwi8q90Yj1b07IwZr76SGjs+GoDqofN0yKUHN1mO02+tCfL+/fspWEe81JhIohknyhA3zsr4TEh09ryPNnkOn51zimMZs9CVbOktFHWFq6mac5RaRzitb8a5sMHOhWQfqpSjkM7tBCB65hcmHu73IT2ITH1+7Xj1OV7dx2EYgTR4CgZuOxzdlAoEjY/Tdsvndqbxn+6TTo7KsnYKFvEaiRfVh0Xh5cUXoXjmMxXH2M/DwIw7oyT0ka9oqJeLOCSryviZJNbMNQ0h0q3sJRoeFwfZa1XsDXIfIjPqvxlnJV9DQlj4Qr0rlYFf3139h85VLqVsewz+h7ZtmaYqzzUkz70zXHb6FqK4dTmAfO8Ta11jEEZID/40TSPyaIP12G69Ti6mmLS2omLg6YVWJm/HIRGTM9HNjBhK9aeZL/YSdOcpG3NYFpFflHax8bslcH6O54+ndna48xUHuKh4lcjv5+rPMId1f/oOqvKVPmuUHbLD4JISJEQcQx9jOfk/4xsct3AIEp4Yys3RDEW6/OS0Hkp2ROp1HOs+Fsa5qyE8HjzdECX5JrUveDGidgStVNVTiq8hMdL1y/onPxvWCq+jk9teQWveP4+LvvEELeX/o0wnkNVkiiKEerQQr4M10IoBqOZ0zidC7nT+jENcxbXdbCCyU7rCa3mUtsGiITL88rJzcepEPytqXmyybW02iXqzUPe4iM7VcdchDDQtbwHqh2l0jjUwxGnqpkI/kJqevoRuEFEg4M7n0BDUZNyV+LKziM1A4sDf7FYZ74o9w6+eXGVcj3ORXfdStOcY0PqUmadA0xVHiQdX0G9NYmLg+takX6kaUPE9QKmVeFZyVfx19ttrrj3eo8sWBCN3Kjk09totYs0WofRtCEsax5FSfH8/Nu53bqZUuMAqdg4pfruyHVi+jit9vGgOMJxmriOSS69lXprCkPL0GqXQsSt8OYVH+aaFS2ed8/HgypUX5fQx6nYTitUJe09Ya0wUIfQt0RsJQljhLnKQzKaJwxP9WIpk4KvxztN3FjWdf2OhXU1wyX+MhXpsqZwBZO1hwf8XjranQpk3/HuaKnG9HG2p67h3uIXeToW+e5qZ9n+hqd93NGR7byHTt/wf9tbMS3TkEJoHp9cCMfZV++zw0Mm+1f3e4xqDWeTW8gaKzlcvCX0uWBF/hJmajvJJlbRdhqs0E/j8fKPZHRtQFV3v/YINF4++j7+c/b/RKhsfL1Q/xlFn39n3ITfn6blUIVBqz2NosRC48Ofm1yWMt6fbtPUPJqaRBE6jdaRyLNR1SwJYzSoTBQizp+sfi81y+Xzx/5Pz5zdrV+7kPnPLpvcTLneKVxayKSOs7/YLna8pPwRinECa6fcMPViutLefN2MHCtQuSr/J9xc+2oXtkv2e9uusjx/ATO1xwMd3e62qGoWx673Ymu9eQJsTiq8nLI7xXRth1cw9kSkHxv6GLbTJBVbTqVxAMnZGR+4oZRr65MehrbN+bk3c3f1a57+6mIqCh3sra6NBKTnC0XYkrE1NNvTRPWou+/VonfN6Z2Xlmq941muDRPps2g6JabK9/ZtS2+73MjGLmxLjMTZPDb/LRynztbCS05IouTptlpzP+W2wt47s9zX+D7hQeS6JonYKG0rDDh1I50opYywUzxM3liD41pYdtUDLiuBM+NbIraSj2+8jhX5S+ndnbo9nTMRW8mbJj6EEHEUxaBc349pVTD0bkBpZ7fgAxjb1gyl2s5gQvIJkCXVRa3r134V1VMnXrbtipe6kPcrHTg/rdRPn3IhU5lSjjJTSbHtOpN/XPcC4sYQT1Z+xvHS7SSMUTLGBNnkWsYzZ+KGCCqFiGNZJaqNPZjtaVYmEmxcPoum+qkHP0oiwc+qmgocOICYluO0/KtRlTg/q32dUuMAupqibddwnAYjmTMCMk7TKqIoSWKeOLM/kRWrO2hbRZrteS911cGI2S78YjIepNzDEQnHaeC4bWzHJBXv7PBGs2fx2wteJXemDE6fb0xcyqnKJSRjq/n+Ge/gX7b+sYcR7LVEbGVQ7eY/F0lZYw904Pw2+v/PpbaSTW4JPXudtlunafqp02jBkI9DClM7pBMbEIhgYjKtOe4NMDH9bOkpuH7Pyed3U5R4JFIuxc47bQy30+2iIdlaeDGXp98QaOGGrX/EtDM+ww7cIK3hSmMfNWu663OXI8Vf0WpPMl2+l2L1UXbMf2NRMLz8faf60JcX/Ob03w50Avxn5KftunG64fdnWXPeAml3nS8Ml3jqDpwQhifdtvTUoa6NsCzzDFrtOUyr1INztO1yhFrCdZt8YfrbfO7I3/XBMwmWqiO9vnANydhyBKoXiVrafY8ktxGWB1vYfCzh0pba0ezZpOJrPbymNCHipOLriOvDIRm9zlhNJdZwv/tbbz7o2NrCVVJSD4tjpTtDOrrd/cjDwirxrnlfJRFb4Y0xwb76bcw39wKw3rgQOSd31jazPSXfVfMIy7JnedGswdAhQ02Tiq8mYSxDURLMKMc8Muzj3n0bA9ehbHIzmYTE7fpZPB8+MGi+rbcOBDjLfvZ0YD7DleyaNsSK3DN7rmLbVSyabBcXIjdO/aEcAo2YPs7LR9+3YPXsCWPidld+Qbu9cIThf9Zc/vHob3jhvaXI4uVPGpX67r6ev1/dtr/0K4ZYybizLkg3yIlVwXVtnFCKIWGMcOW6I/zH1jP70h5AJ3UJ0Gwd56f1u3DdNmZ72kurWZjtGcK7+7BJuakk2/Ovikx8L8i9KWh3d6ezrBIN8xiDcTzRiji/WtWXKnJxvVCzHQzsmD6Oqma8km67a3FzvQFphPjpwouzzf7qrdiOoHxXnYuWzWK2K8GiKYRCtX0c06qw2j0pUE+Q928EgG+Byq5GGSNlo3elthOxFZjtaWy7QkzPB7I4teY+dlR/hGVXabSOoAiNeuuIN+m7zNd30zAnESLGhdk3kU9t9iJ8dvB8BSr51FYKyQ20AxkrGY34j6nP8KWZ73RRt3Tee6N1BMsqUmvuD6Id1dYxniinef3IhfI40VHF6FQOS9Dqr0uf4tLES3nWSQe5bsNhYnovcSnIdFup+njQXzq7xYWtw10nn2ndnA7u23XbHt9TBzvn9x0JOah7f+eD8zXb85H35y6SHu1HQD3IpHRW90Qqwc6yIrgP43wfxvru9GjMTTAtiktuh9zlR8HRfvv8fh92lFzXDBE59272+i32gxYMXwvWXzj7O27SYeue5/ziBrkR6Wx++jvS/Z3rs/Jv5KTCy737W8gBlxu+boiN621qLs2+pe+vOr/WgvloLL2dYnM/vhzgUpyjcv2JAc/QZUX+kkXaLq1oHaLVLhEzxk5IDvJw8RYuz71zyWSxEr+9FEUNlTeMXMWKxJk8Uvw6MsqmkU6s4uzYtTTbsyEZPTf4r9rYw/HSbwg/N0VJ89nNJwcKQQtrnbskjFGen387MV1qAAs04sYyqTXt1FGUBE1zhpieo21XyboZdG2Y4dRmQCqKyJS2YGPuObxn4lLi+uiC9z1TeQgg2HDvmv9+pJ1CGIxkTkNGFPNclHtHkEVZGTsDy24GWqMulreeq6hqOjhOVbO8aeLDPeoP/awz5nuhLZ0CO4O4MTHQUQxDaSxrzqu6Da7gRSZNZmqPc0w55s2P3VAZCa3StDwr0+dyzUoXTX0aZbcsKwxi/p8Cui5kgmPle9hZ/F7k01HvZfdOACrPzr0neOiqEmfYzaOgkIytIJ1YhXRwlK4oiGC++ji/PbQcXXEwu1IqK/OX43Ng+YPZxeKgVyod7OTtEkIxUJQU47nzyadPYXX+yuA8jlNnbe5y/mB8Xege4MbatyIOZdQka7lk7u5ETjoAbzlx+9W7/kLruk2Pn83umQBb7ePYdnlgCtDQ8rhum1ZAlhjtOmZ7lr/fkeJ9v9jAFfc+TsOL7ghhUGseoWnKKNeO9i9o21UK6VMRaAyltmBoWYRQ0bQ8Ggr1kk61dTy4NyEMYnqeocxp6Nowlt1gu9gWLCAChXxqM3FjOU1zMgL+te1ygDu4q/ZNyvX9CLQIkNzFolh9jPnarmDnKNNvMkJbqj1OPNQ35HsPRS2Egqbm+MPxD2HowzTNKV790D/RsGFL4bqIo6OpSTQ106moxqbitnjbT9bxlcdXkQgIRKMWN5aHuMsUFCXlOdxyQeylD1CD+/dtpnJ/5P1GqXU6UVip5CEdBE0bQgupPVjWPKZVJOqUDraFF4/w/U1wWvr3uz6VNBydvtpL19PP6eu2h4pf5f7ivy/SAhGRRAqnLvwIoEzFSut1KH1sXGdc9Bd4H8TxhXddE9dtBtE1wJNQi/aLmDHWE6VoWzP4WsahM9LfKeo/9U+LQ0xZTwysni+kTyWb3MLq/BWMZc/qdwdUG3u4rfa1gfcIcFLhpTwv/06W5y/gSPFXgc7y726Cc5XziPIX9n/ec5WHOCv10qBAaulm8+vafyzSCh+bKTy841Kidjafm/4he8o/x39vLi6vLLyMg8qegVWULxh6P5nkpshnMT3PulyZ34tfx1LW6VrzCD+rfR3b8dYKXCzbJ4PvbCYc10JX09zT/B6WXZUVz8BYejuKMBjJPIOCM0pKdbGchuek+HNLtB2ua1Jr7vM2+x18tG+OU/UcPYlDvrfx3WD+eqL8Y1rWvCdh553PC3gYWg7Fm8dd1+Gn9btoecTm/ZyvQC5vERwxwLLsOVybfS3DmVP7kAkvZkqgPGK2p7Bok4ytwNDHOCv/Rl42+udyc+Y0aVuzpOMTtNwqv55S2Ri/eOBZF8TExY2VaGqizwCTUZyFcVT/e6apeRAKqjDQtRRJfYSp8t34uJHfL7ybn9X/E0XRaLSmWZ19JnHSHG7dT7M9j9me9fLrYb1EeY/Z5BZemn8JNzce5GjtPprmUQQahcwpzFUeoduLDufAJQ6pGvlOVZI4rtU1IHu1Szv0CQsN/vDvoueQuLkZjyzTXxSipMbR83TvBpJBWkJ4XHyLW/9oI6isKVzBM8Tp/Kz2deL6EC4O1eZRr20+RkFQSG/nB6f+Hq/fuYc98zcEn/uYKF0reJg1h2xyM9XmIVzHDITShVCQ1aNFQDrbWTHGk+WfSMfEtUjGV9EwJwenFVBRtSxDyU2k1TH2zf8EQx+h1Z5EUVL87aY/4TuTR7m/+EVi+jimNYeixDk//Voebv8MgFrrmIcDnO4q2hEoSir0/jsFHoqS8CrQOnQkZ+RfzwOlryOE0tXeKC6r+x1GMS6qTIF2vUNDH4tgRzU1h+3U0dQsbWsWTc3h4gQSYoDHw+igKnHM9hSamse2q2hafgEm+ajp2gi2U4/cz4bCtYw7q7i99KnOkxJGyCEPY7s6pihJKW0U2ikv1XHsNvk8pj2sa5vuMRLTRxFCQddkVWeteSSCKZN9s/MMZFv8ak83uHdFaEvA/HTsufn3sjEb55OHPxZg367Ov5e9Yj+Pe0Ls/XA83aaq2ROKOA04C6qa4qTMtRyzd2C7Vl85uX5zSthGMmewQt3Ow6VvL2nxPBHr4LDkMymkT6ZU300msYZSbad0ipUkrfYkawtXsX/+J5xoCnl1/koq1vEB994xf7PWi1nsPW5V7mIOzP+0+248vN4T3r96x8CHNvwFD821+NH8PwSfaWqescypNKziom0MXytuLMdymth2HUPLe+v/Qa8SXZOZE2EwktpGTKQ5Xn8YRdFQFYNS7XFi+jJsp8m56T/ggeaPaJjHvM2Gg6oke+aIRGxlxMl9xeifc0Ptu6GIo2AocxqaiNGw5rxCgt61tfs+BCp4HJ6uY4LQUNVk4NxJZoCnBhtQlDTbcteiuRpP1G9aEM6ykBn6GKpi0GwdJxFbQTo2jhAKs9WdWHZRRmGT66g1j6AocdoDClcWjMS17Sqtdi+FxQuH38sbJz7cV+S22xbXRlz0DPTfSXQcEssuko5PoKkJbKeFEEqgtuC6LX5Y+gz11hHGYifhuCZF6xBJN83K2BlealgyUkc5mOQEVK4/wTdmv8rXTt7Im8bfIM+J5XG39Oeo8qkGHKcaKi0X4DrYdtULMUfTkZ3Uh3cW1Sc3Dh8X3VGekf/DULpKnsPfVfiFD65roXt4rrHsWR7pa6e4wtDH+qa8HKeOEDHPgYtWrA3Gy4Uqg4SPrxAoSowD8zdxQ/nzGFqG+eoOStXHeVbqtWzL/X7k90ltmI0j8/zLxq0RjUC5WDqekyZBrdXmEdLxVQjFIBOfIBVfjk//4dsrCxdy4wVJyUvnWh7uQwml4cL4Pz/ykWY4JbFjR2v3AXiRWBddTfN7y4qcn17u/cIhnViD8OhPKo0DNMxZDC1Lub7Pw1yG+78bVAVqaj5U2el2qgtDxz5Q/A9ct0kmsabrPN0p714cUSDELnQ6gN2OdQOnfXiBLPRR0LU0Un81hDvFwXWdoFLY31laJ+AcbM48m+6pZ8/89V6RUsc6EcxO6jtqKkqXIoTvNC0V05lObAjoLOTzcJFV0XKMdHbuDrqWwnZM2laNemvS23z4ZkcidZ32y5b71rZmehw4P604yG63bmQ4Jisi/XPdaf+cKevJ0FF+CqgzRwhhkE5s6DlfR+dWzq3dUb6FzcFxTB4tfZtK8yhJbbin7VLdYWUEfwmdKmdNzdNoz3NRerUnov70ml/scXbuTQxlttNql9DVLMsMSUeyPHM2L8y/Hk3NeRqpJ76YHyzeTL3Vf1ENm+PUAyqshdvsULdn+3yjYNmdOaHfZvoHc3vY70YdCcsucrR4K+XG/kXbCJ1qzLY3B7huE9Oao9Y8CEheNcepcmnqDwEoNvcza+7GxabeOka5vg9V9ZVufNL3DIoS96LLljd3+5mOPKqaJRNbEVp3BXdaD7NdvyJolxA6rxl6Phdpl1Frdio3w2laX2u0M468edwr4MgkN6Aohgdtmu2BxgTXinCiDn5fjlPlseL3OGg9EGzonor5869QDBqtI8zWdtJoz3U4RoXG89Mv4ZrcO9iSGVwJvaAT5zjVPpE2wa/Mn/CT+m8JR61GMmf0LfNOGMtZ3ofId2CDuhw+Q/cVIgQbCtcG4VZNy0UchXprinrrGI3WYSZLd4TYxd0gT71n/nocp8Vc5UF2Nn/BrLOfsdzZGPoYI7HNpBMr6WemVeKGoxm+NvffC7Z9beFqUvEVCMUIwLlyUXECqamOWHenStC/h/BAt+2yl/oMc8aFTeXFyyYwIiSf4UHuENPHySbWBoDXqfLdHC3eRnjSMtvTfXbCqtf2VnC+dKhkvENi2Y8Z378HKb20On8Fy7PnSuoAY9QbiDZCMfht87/YV/9NhK/qaOkOLr5thq/sUQLHQOK6VLLJzaxMnxu0SRaP7MZ1TMrNwx5dTJGwQ3NDcQ8/3D+BHYrWNM3Z0HOSzpDf74SIcUrmOv5uzWVk1HFWpy5gJPsMXLfNGfk3cGHy5fzoaJ7PHf+34PlV6rsQ3lCS1ap1mq3jJGPL+cC69+J6FBidl+RVc2k55kTvRkjThiJphXz6FL518jXkktGyfXnOMMdZL5ecr/KgayPk0yejayMDCpMkPUZAmqymaJozuG6LZGxNcK1OkY3t3f8sfnn8YuanmPY3fksytoz++LFu66gt9N5vN2+ar1IhN0y9jpz8nXwWskhEERpr3RVRjBsWmpqTIGWl4+A3zGnPCZvzIlqdfpaKr2Mk00sBoSipgEKov6mRcdbv+2L1Uf5y9997OFhpc5UHB5CAhqlm2jTMDhehH4VLJdaE5g0X2zqR6Jzr9YkVtNrTnM7ZFDKdghtFkZulhjnJWfrVnJF/A4qSltyexjAvHv4AcWMY06qwLgNJ4+mVO/JxTa7r8Hj7l8xVHpJRd9diV/GHgMS0/aL1iyUFIQabzSuG38B47qIl0JvYCCXOhsK1fUntZXvbWKFNgY8vk2uHRjg922075r/BjvIPupxz78p2OUKgPMhcx0RV4pK2KXDkTPzNTDIu5SvPHUkxktpGw5ykXNuFZTcZzZxGLrWRFZnzSBvLUBWDKeUoZruCpiSR5LoOydgYK/KSTNmyS7iuQ0YdZyxzatC+c7RTeaR9U7ABEMLgm8Wb+GH5cyHCdAhnBl4zdAX/z4Z3oalpJJn7CKnEmmAz7+IgULyMgq/hHMWNy+M6a8JiWF7XbTJffZhKfZdH+Ls0nslua7aOE1a+OV1/jhfAkbRoNzV/wa/bNzDj7B14jhPExMkIyFzlwQhgT1FivGroeYz0IV6stw5gOtUuzM5gT1dRZOQundhAMrYG22kG6c4Z88mADsTn5VqWPQdFSdC2yhFnJBFbEQyYzgSqBg5DrXkQ13UoKKsYTZ3MfPsAeX01vVqqkmPqJ3OHma/uWPDpWB6OJqgW88LIcmG0+lbqdBbAXkb0cJWVi+2Ryqa9e4rxl3s/GzhoHSdBOldCxGi1p2mY4fB1GB/jD+ouoli0kFPlH2tHqsM6eJ1uSoNQ1MRTKWi5FY5X7kMIjVa7hG1XPSdCoWlOYdoVXNcBBCOZM4jpQ+ydv4G26yCEnJR0NQ3YVOp70IjhR8/kZCMJTC27SrH2eNe9wa7qTfz0SCtUmdXZmMT08WDS71QFZ7mysJKvH6hzqHoHu0s3YrttFCXFQft+flX+DH+z918kD542FOwiXVfKvvgVUC4WKWOMU3Iy+heJFnl/11sHPLZzJRBfF2isyJzDGakXB8eW63t5z65DnnYrXecJg3CjyguRBR2HUu1JFKFhaBkP6Bud2IXQySY3yhS8Xfc2IC6mXUEoRgDCjaYxwtdcGAjv4nJa/g/Q1HhQeBI2XRuJ4EWlSWWGVHxt3/uNAKERpBJrOKnwMnR9iCuz7wgWWPme5YKkCI2YmkGgUa4/yY+L/9STmrHsYrDI+0oCjl2nX0EBQL11hGJ9b2jx9VrvVHGcpue09rPFIBOh8bQEEtqouX3Tp9XGnoi81EIOZP+IpsKZseejqil2ib3YTovR7NmkExu4MvsWUok1PCv7Zu5ofgcHh5cNv5OTUs+j0tjH9eUvUm3soW3N8N4n/jmUNnt6TPMqFF236aXeJIuAxAtKOgohVE/C7HejUfnK1MeZqT5KMrYMQx8byNogsx0Kk81Hma/v8dgOopZOrKXSPBz8u+NouNhOi3Nyb/QwsP3bvCp3EV867X08O/fHPQ6IXHs6fKPdJkScd6z+II5roanpSJWnqmZQ1QymVWFV9iLefPIhXph9Jo7TkGts+iRGlPWcql7OXGsPVyUuZjx1OpvcjcT0HLYrU5kSY9fAxUHxsL2u0yTnjlL1Cs8A7rEexVBTDMVkBDnhOflRLH7Qcs5Mv5zXbpjmujVTnuKEoG3NUm3sRTpjBpX6rkUKZnrHlRzjgxwz0ZmvRZw16YsYy571lFg7VDWNqsS9zJ1Jg6bk0PVIgacrkoR5qnTPwHMskSfud7NMchO15rFgorym8D6OO0XuKX3Ou5EsrmsFOfNscguKotNozbAsdSpVe4r5yqOhlyjxQEIYOE4DIVTOyb7e08+UC8+5ubfwkokR/nTnRwjjM5KxNbSseW9ilSnXVYmzeXz+OxBKG0ZxSydqYQfJ9iKGGh1Znad6Vp+zx+dzklw7bavuKWn4XGiTaFpB8qBFMFad80iM13EP19jLTebj9wZhHsPYI4GGUOIRHjIJUh1GCCVg9Jfl1xqZxEoSaoFj5bsYz57FdPUxXNfi1MyLeKx+I03zGCOZZ+DgUKztJhlbRq15CNe10bTcgOKL/ng8gUY+fVJfXEg6scHDT94bYD425K7kdGUrPyh+GtuuoqhJ4vowTU/jVddG0NUU9daBALeoqhlG0iczWbo7wr2ViK1kTfICnpj/fqjvCjLJjVTqcme1Pf8KdpR/EKQHhIj1wb/JMRLXh7GdFq32TJ9+1MG99cOL5NOnEFfzXhVbB68VxTt2ZJ2cgEOwmwex+6lrwTUX79+SEiSMYes+W4d7MXz+xRwd+S5flHs5Z48ILAfetfOf6DDAm4tg5XrxW73Hy+cr+3m151g5Fw3G6CzFYdhQuJbD1bsi6dbou+x9Pr1X0kgl1nhOsmAQnnUQl1o3r5eqZr15xAy+X5G7kLo9y5xXXSivKzFICWM5LWue4dQ2pj3BdyEMFKH9r+CnE7GVtNrFBd6F3MiHcZ6/q2lqnkvTr+du60Ya5iyOE5U0DI+Ns/JvpCRm2TX//RO6xor8pZTNwwEmrNsK6VN58urTuHPfBM+/91+7+og/N/RWXfrfn5b/Ax4ufQsJo8jSbs+h60MenEIGVxzH5K82vINfT9a4qfRxBAKEgqqm2Zx5Nkk3TVnMs7fyS1ZmzqNmT1NpHqFtV3Fdi625a5lzDjFbezzAxo1kziCm5jhavI2YMebxz+2J9DdDkzjcbhyboqT5yqnv5AVn7+XN16/nv+Y+R9uaRVUzknPTKnq4OMMLiJzoJqj/uM2ltqEqMS8S7h+jelyfGrZdlSTzdoWYPoqiaDRbgxWgDH0MQ5MyjKfoV3JH6dOsLzyPTc4W9ip72VP6Oa5rDqQYehqduIWBrGHzMRjhxdhf4G2nieNUSSc2YNmNHlJFgcaluT/mlsrnuCr7dn7T/hGl2k4kP9FmLLtBw5wmGVsm/24dlrtwjy9nPHcRllNHU5JMVR7EcaoBYayuDfeQgXYXDEzkL8ZyWsxUdyzZyVOUNLqaxnaaPRNZdLEY/AxT8XW8bfmr+OTRL0U6RNyYwLTKAebAf9GGPtYTnVzMws9p4DHeop2Kr6PeOoLrtr2igyhw11/YpCPgF4x0OrzPe7MifTZVewrLbTFfeZSYMUYusYap8n3kU1sZ0TdyurKVotXiqHKcCWecm0r/vNideO/Sj0L2f66aNsRFqVdzwXAWXYFfTM9h0ubB2vdIxyewnAYFYx3TjcdotI6hKDHW5i5nuvU4lfrewGG7bugDXDGh8tYdHwvt4Ppfb1n6NI6W7vBSllmemX4dt1W/hG3XyKU2kzfW0LDnvUiBh+1yndBk1FnQo0B2/9kK8umTKVYfjVy7kD6VavNoqH93b1ZEUIXpupZX3ODzL2UXJKgdZNJRaNGvqCJqCzuJkgV+yJsLusemQzK2mpcWXsWpQ/Ke3vPEv/aJQA2+hl8E1H1dXR+i3Z4bQNTafb7+5x8EwPapZ8KO4psmPswDtalgc9ttF+bezvmFIT62/yMD70VeM+kRRxeRG1697zzgRw6i2MjOfQSUC64VkINvy/0+BWeYexvffcqA7v+vTdOGUIQ2UOHgxE1qQLfbc6ST6zhPfz43Vz7XtamVtjAgf7Cl4usYjm/y2A86m/iwjWbPptGei2RNTswkQfVk5QFsp4mh5Wm1j6NrI3Iex2F55mymao9EqKlMa46EsZy2XWMotYn5+h7iegHDy+jUzVlMq8QfLvtjbmrcx5HK3biuFYD3AZblzqNhzaIrCYr1vVh2iWRsNc+IX8Ptpc+wMn8J88291FvH5OZTqAhvXvjQmtcx04L/c+AjQQGcVDexUNV04Fe4TkfBqJv8/EQsnz6Fjdr57LfvI6mOeLrGckwvy51H0y5iKCkqrSOevKScozcUrqVkHWKmEpVHE8IIOO8c16La2MMVuT/lX85s8PGdQ3x95ouY1uCNydPixClKksszb1nC4jrwShj6aB+nQyVuLCMTX8F0uRNO9HeRI5kzKDcPY9lVVCUpnRjX8pxDFU3NUEhtYqb8AD4lhF8WX2zsi2g+atoQfzT+Nr40/eWASNa/lqamg06rKGnOzbyGMzJDfPrIP3Bm7jWsVIb5YfETAz3lToVSP6bo8ILfuxCEnSbXdaTsSZACjVaz+nYiO++lmozYlQA3iOTZrommxGm15/ouEpqalxEdLzw8nD6FmcoD6NqwDLU7LXLxtUxXH8ZxTG9w+lXCcncfj41jWmXevepd3DE/x6wyxRPF/140orksdz4z1R2BvFI6sd6L5knVhWdl38zbNia4fOtBcpdlOPT9Nqf/+i62qc/inuo3GMucSrFxgHRsnFPEBdxa+wqK0EjHJ8hrq5g1dwfqGrJ4Jx5yHHxqFL0nmqNrBSy76kVmLRTFwLYrKEqKzbmr2Vu9xSsa6ChUSGexEYmqdEeKfPbzCD+aPo7ZnqGjtkDk+0RsJU1zisUVO6R1V4IOMl0bIZNYKZ3GRXRVfS6o8Pj2vgGkYsJQclNQbd5tE/mLaTsNpsv3M5Y9i6ZV7JOi6+dUdyqR+ysneNFzr+9G3+9C5kda+0dMFmpXMrYGy2kMdC46keO7lnBuvzUefcIiTvSgNgthYGhDZBOrOFO5hKrbQkPhN9X/+L+CmeD/TpPv1dDHGEpupmkXezZVJ2qj2bMp1vdhWcUT2kgt1fzNYj59kqd000IIlZg+giJ06q3DaFqOj258O3+9/2s027NkE2vJ6SsptQ9TrD2JqiZZkTmHonmAMWMbJ4vNPObu5kD1N7TtMhtzV3Og+hsKyY2UmvtptA5j6GNYdpXn5v6Yx9nFrvnrZfxYkzCI81J/wMPtn7FFv4RD7Ah+F67O17Qhzk69nHtq3woFhrqyYSHlCYHGdcN/xvWlz2FZJdKJtWRjKzzOzAHPJ6LmABIu5eMvlxYoienjgdJFr3VYCsZzFzJf383m1BU8WvwWmpZnLL2dw/M39W/b0xWJ+11K+6VJaa891V9hWnNoahbLLiOEga6mFyjJlymGhLGMZnsaUAKP9eLcO/nqRVW23vSTgBoknVxHtSFTjxJjIifRMPA47PFenvsTdop7Iy/Y0Mf4xqmv57ZpnS1ZlwtH5/ngA0l+UfuPvhNwhyrhqSgsdC9AnRSJlH+J7oY7EbL+78KnURi8AxkUUUgymjktKH9esMVqFscx0b2B2LaK4DpoWp6YnqPZnsd1LVKx5aSNZRwt3k5MH8Vy6jwj81LuK34Zyb2WDdKxqpbFtutB5ZnrmIzl5MQmyZQ7C5VA46fnvptfTyf46N6PEDeW89sLXshX9hb4xKG/ZyRzGjeefj6nPnMGtWAgRlMc+HaL02+5jYqnSTuRv5imXaZt1xiPbcekzvHqgwynNuO4DpPluxdc2PPpUyjVeomn1xSeQ92epe00aFs1WlYpiArId+ftNHuiV2EKC5WRzGkeh1L/DYBAY1PhBeyt/DJ4bqCSSa6nUt+Nrg0zlt7O0ZLkeVqofwoRR1XiofcuI2DZ5GZqrWM9z0DThhAoQXSrWw6rQ70hI4L9JcqWKv20QBTPiyyrahrbqS+a6u0eZ9I61CBLpVBZWrQlLHP1P229z8h3MGZqj6EILUifWXYVx6lzfu5tTGhZvj8nN+ZPZW7/XTeO/7P2vyEtppKMrfR0Mn+XtVFCkpL6CJOlu1lo0z/IBstfSSk2WdBQYUPh+Ryo3IauJpGSlHVv7LQx9FH+dcub+MuDN1FuHmI4uQUVnYp1nISWZ7b2pEcGXMP1Chmy2gST9YdpW1XOS7+aZVqKw1aRHebPg4ihoqTJJFZh2U0ysRVMVx/2Isll0ok1bDKeRVUU2VW8wdv09s65vnRjdxTSh2ot1A+TsTVsTlzOg8UvhTaV9y752S7NFn9X+fQpVBuHScRGqbcmse0aQuik4itwHItas3+E9YTJfgfZU++kKivyl1JIn8zjpetptadxXZPh1FZ0LY/jVCMOXH/woIOuJcklNwY8MABVUePByVGPwFAymlcbh0LYnc6kLQHI1WDy9St9Ts+nKXpOn29me5qP7S7ymaOf5m8P/5o3PNDi5tpXaVtl+oFH/fBvd/n/4NJ+4ZV8xxm0sOraCG9b/obIOUEqGPR/FwIhDI9SpX9nihsTpOJrB7QJ6u0ZCqlNnmpDfxZ4IQxOyfy+BMgqBoaWkfevxJnInMVE/BnEtBzDqW1kjAlMr1DFtObYlH0Oe6y7gqhp25rFbE8Tj40zkT4rmIT8woH5+h7iRoEV+WcRj41HWvKVvQb7KzavWvZBnpV4BVVTZ6Ypn2Xb57/TBe1jLR77isvLb9cDB04Ig6ZdZptyEVv1y9hfuZXD5d9i6BlSYoSpyoNonp7jUOZ00okNHvGwxGnq2gil2pMBnuyy3LsZypyOpg1xuPxbsuoExeoOas2D2HY9cPxrzX3exsmBrg2UdOqc4O/Z6mP4fUMIgzWFZ0eOd7F4cv4HWAE5M8iiBKlQYVlFjhZvk33FdQDbYwkf8ohDO/1KMulX8PtlzKO6qDQOBJiZsFnWXMTh6chhef8P+qec2PpXR8o+MAiMDXKCTsZW93weBuPLopdKUBTgK4/4tj3/KtYXrqF3nLlIck55fbu7wrj3qsFfEW7Igb9ZHOfXsf7Etf2fjYj83a2o4BdpJGNjnMZ5Xns70dV8ajMAh8Tj/LT2n78Tjvf/VgdOUdJsKvw+ipL0igxUD86zdKmwpZlNvXXgd3bgBBr11iQz1R0MDgQsJJUoGMlsx69wvTD39tA6KueUXHI9qpqh6kwF2RXTKhPTC2STGxBCx2xP88ePf5rpygO0zCka9jxl6yiO22ay8iDZxCpqrWOYVhnTKjOibWSutQfXddC1NBVR4h77PqpKma2xy8gmt5CMrSGXXI8idDbGL6beniYdX0EhuQFFibPWOI/HGzexr3ILrtuSsI6uClyQc46PAw2b7RXOLUQ51Ckwk5vZCeUkwkwRUrZxsDTWYFMl9QkaLx7+wCL9SzCkr8N26lTqe3le9q3k09sAh7iWYySxZeAvT9CJUxecVPs17C0rP8yawnMWOMbmeOU+aq3jHg+S7KTHS7+h3Z7ruZ4itC5HzsV1TVrtEhP6dpKxZcHD2lG7gd+/71+CBcVnNF+K+dQM/3zgI0HRQOeuVO4ufYG2NcNU5WHuK32NVnuSmD7E1097F8/J/xnRzuT2OI2u28YKROx7ry6lTvp1PDnx206THaXBGoHZ5BbGcxeRS22jkD6VuLGcbHIDufTWgb9pmkcHMqe7jkmlvptifZ/HHRSN+shnrqBreQ5YklutkFhPNrYCIWKcm3kNTadE0y2T0As0rSKl1kFmq4+iqRnSiTWcH9tMtXkUSSSdRXLuqTRahwPcQdja7Tnev/LFPHDlBPc98xres/YvOCv/RjQtz42N67lkXPCurWU+dmadT+9K8KPqdzG0IQwlxXC6Tm2vy/u+s4lrHtjPXaXP4noE1snYCkr1vTxm34qGRio+zlBqCw1zlmPNhxhOb8Oyq+RiqzGUNJbdIJNYTdxYhhAGLxv+I1LxVfh9YI+yM0jz23aZg5Xb8assXbeFoY8FTqDchPSKHQvFCKJVkgqkHXznuiYH5n8aTChSMmeCNYUrgmtIU+W7EwqSC97G1+YEGEptImEMo6spehcLG0VJ4TpmsKnylTAWtjAtgnQCc6ltkf7jR+n84xOxlcG/BzkCawrP4ZL0G7yxGeIwRAscNl/nVlMzZJMbARXHaUQW1boo03J7BdSlFq5kqvdZ1GXFWP/Ni6JI/E+PDNXAAo545N8LWxg2EXYW+z0b2ca4MYEQunQ+RVhf1iYZW45lN7ip8lksay6IsGbjK7HsBkOZ0zlXPYdmezbg3/r/kzlOlV3z38dxWszWnyAVX00msZqYPuSpdjydtjDn2FIsl97KyuwFXhV/2DpRYl9Evn9gQGGLON9TfLHZJx5GBEu/3ESdo16B45hUmkdpmkdxXUeC9J0WTXMe15Xj3w+SCCWOKnSy2gQNc5Z0fAWW02IkfTIxrYDrmky3n6Rt12iaR2maMxhunLJ1FMVVOOzuJKEP4WJTrD1JTl/JuDvKSGwzMTWL5baIaQWO2TswrRKaGkegkkttw3XbxPRlIcYLNZDV6uVWdeXGuOfZDTKbh4pfiYzbpDHMpsK1kXEgK44763M6saFnTEuNaYkx/619B4X0Vm88Rdd1n6Nv7/yNSLqrGFdM6GxRn4nrmsxU7udgsX8qVb7dEzAhdM7IvnLpx6Ny8aiNHVpw+pltl9GUBC1rXv5KzSI5ruwebcSWOYXjmD0Ti2mVqbjTxLU8uiYnntcteyPxkM6j/5uFveeOybRQdABKxvoO+F9y0LUBhVZ7jlunVC4YTaBr/YXMOzZIDqfDg9Xh5OqSK8HCcRr8rPRJepUXpJXrTzBZvptyfQ/11hRtu0qlcYhi9VF8fr2lPgfAo5iIedxt0QV+LHe2V9ovw++l2m5sp0ndmsMQaUYy2ykrRdLKGKZbJ6WN0TBnqTUPyXJ2oaCrKb58/O8Ch9t26hj6MMvzF3Bu7i1Bn4g2SuOm4xXiOYuNF5X56Gv38IKx5azInIPttLhrBmptnbtmhpgy6zzTuBZDzzCirmfnzBC794/wHzPf5kDxl8H7sOyiV4laY776MHeUPo2hpBAoOE6TamMP87Vd4FpU28dp2kWEUBjS1zGc3IKiGHxn/ss02/OedFeMI+U7abWLQbOjaTkF22nyjPRLuW7ovQFHk08J0BE0DzsQA6rMvLJ0uQFxWONs8X4jSTajurh+JMifAgSTpTup1HeF+Mei/c5xGuj60IBFPfpufE63NYUrZOUvGqCQjC0nFvBqhTYC3oZFCJWNiUu7nJ9ePsJxZx1JRfciS4nOZk/0qhbYTp22XUMI1dPVlJZJbmLP/PVBSrlzn3V0LRXInPnj/arcu/pG/uSmyydKLg6U9wkfH63A7c//1e/eF5cZk+9VVjDbjGZOC641kjmDlfnLONe4lpH4lp6U7wblXM7QryKhFri1/Qscux7I1v3/02ya5lFa7XmKtccxrSJNc9DG+qnZ2sKzu+QcT9xKtd0cKd8Z4G+733nbmg3ekW33OvaKkuCCoTzj2TMAmKo8HEBQADLJDewST+K6rSDioypxL43qeDRWNo7TYE36IjQ1i66mKTUOULWniOk58sYahvR1LBfbcNw2QmjUWsf505WvY23hajKJNWRIcrr6e1TELIaQykWGliGbXMfhyp3caf2Yg+XbaFpF2naNhnmMmcoD2HaVpjlDMr6KEWMzQug4rkXbmkdR0lw39F62J64B/PERjuKruK4VYOyeis1U7vd0XTvjYCy1HYCNhecjRJxqY2/XOFFwsb3Miurxs4IiDHQtH5kfFEVWfK8vXI0QBmtzl3PDkSYPN38UHDNIux2eAibuxKS2VN6+6oN8cfLfF6xk6qYnuG7oA9zvPuSxaQ+2cJ7fp2Cw7AamNUc+tZUXZ6/lkmU2f/DQJ3Cc6gnLzlw39AEedXexq/jDSMlz96QWxcssJH+zWAWvIBFbQdOcAtehQ63QAT1KC1d6epEwxQhVpPU/d+e3cifxjOQLuav0mQD0GaZQkPfZkSFbljufuJLrIwsj358iNBzXCkqsXdyAb25F5jymG48xmjiJ2eYucvFVHC/f60USwgBzG4HqYZiaTOTOp27NYjst6q1JVCXeg43UtCH+duPbeeZIGRfBzZMZTsmZvPKRr7MxcSk/utDAMCxu3reS3z9vD2/9wUZesMriaEPnu4crXLU8y1cn97Bj/hvBOSfyF1NsHKDROhKkVzOJdZ5E21RwXYllm0VREqTiy2m1SwgUVCWGaVfQlLgHCj4Y6Lp2v3+5M9NwnCa55MaACsV/p3F9lLhRQBU68/U9EazZ4tbpb+HK0sXxXWEN0K7iGU++RqZpO9+FK7xtp4mqxKXsm5pHU2XRUbhgqOeKAaZW5Yz8H/Jo7YcedhOkEypAaIxktmO7bUyrwsbYs4I0iN+2DiWKf149wN9Jp1jrKkDprnaV95RPn0KxumPg9/3vIU7cGAkoLoQwSMVXnUC1YLck21KuuRAWWc4nbbsux6dj4riW9266q/Dl8f87GL3/Oy2d2HCClZ2D300ithLTKpNLrh9Ayrx0M/QxFKF1VWf3ju2OVGJvRexoZjtTpXv6RoYzyU1oSoL56iOMZs9iunwPfvGaaclNql/QJEScfGozjtum1jxG3IvcZ/UJWk6VvDLhFWdNUUifyl+svpb/OjLHffXvoCkJNiUuIe1meML5LSvU7Rx3nyQmMqTFMLsqN4Xk+GThgqLEPUz8TCAHKIROwliO4wWHXNfBdppoapK4MUS5vtd7DooHY4J0Yo1H6xSdzwbTrixuipLmD0bfxd3mkyH5u451y7/5OGdfm9ovFPTt6vx7uaXxbVKxMWqtqWD9AVkU0TT7z5//IzxxQhicmns5j1Z+sKjT5Gu8SSFd6aj0cmWpvHD4vfys/l+RQeZX1PgYKlmtYnvnzYR0IGfkeQdUovW9BzT+YuMH+cMtR3jdb7L8svR/Bh639GqhxWlY/IEoeZe0viB3Vc0ynjmTI8VfBZ9lk1twcajUd/VZrGRL/ftXFAla7acPKTmUZEVnL4VCxzm9Ov9ebm//iFLtyWCwycihBGtLh1lGElfkL+Zo6XayyQ0Yapq6OROkbc/Iv4GWaPBY8Xu4bhMhDLbkX8CR1gPUmkcYzZzGVOkej4G7gWkVvbb7DqakULg0+xYedn7NBuVcfvWH89x+58r/l733Drfkusq8f5VPDjf3vZ2zpO5WzsGyJGfLcsDIOQEGYzA2NjbjIcyADQxgsDEO4ICNEw5yTkhWzjl0q7vVOd98Tw4V9/fHrqpzzg3dLeOZ+Ri8eHjcOvdUnV27dlh7rXe9L6vyVda+wMGfdXjy7kHOff4ct/1ghNX5KgcrOT6zT+fpYD97Kj8mCBqxIznfSY44gKTkUEfnVZJqqgxkt6IqOnONvXheGV0vxNWZnt8kCBokzGVLVPFG412nkF5Pqb4bIdqkE2twvBpCeCTMfoQIaLuzqIoZFzec/uKjUcicETsl3U5cx1mPIkIg4vvO3zB6wfjzuQK7+eZUNY2hZXD9KoPZs2X6vLFrQcvy6TOoNvaGv7b0PFLVDLnUahTURTn/JIA5kM5TzC2n0pGYi97p4ges7sNpxHsIiwndS+yoplqLQg86RUwBoJK0lp3UeV14fWKRebngW+H/nlwrdf59V+SvouQcPM3K2f+KdrpOrMbywtXYQTVkPohoK1LkUmuxtCwtd45a62CcpXl2jsLCdljGCJIrTVauxzyPCyrgFzfLGEFTrYXQoHBcJJQce0rfih0MVTUpptYx23gGz5uL9Y5BJWkOMpDcxHj9MVRFJ2nKtKahJmm6M9huhUA4WHqR5yZvjGnAsqkNbDGez6ieY3dwhGPOY7SdEvnkKq7Qr+FW+7vYbgXPb3JV5q3cUfsnROBQzG5hpXYeR/zHKDf2cWn2LVzV38enp75L251DQWNj8lp2N3/KWPpCDlZuQVF0iqn1zNZ3kDSX4Qd2XKkvMxvBLwizKedi0hrD89sLdLKjw3BEedIp8JL7TKfIS0XX8/h+k8Hs2eiq1eUTSYvkGufbL6ywodtyqXW8ZXSllNxADqCFWDqNlYXnhxpv94aYFbn4C2H3dLCiGFw6pLPGuowbBz4Yfy6EPB3oeh5NS8cOD/ix1FbUqfn0Zt696oNxKihlrWJz8VdZKo1hGgO8dLTM2KUO//1MLQQ3LrRTOXC9QGp/0XB4t0VqCDIlJh2G+b/h+zVOVO7v+azafCaUf9LDQRD198Lfktxt0UYhn1++o2SX4zd/Mes9sUwwh6XlUNVkqFHnkE6sJNosg6At02iKxvHyXSACXK9JtXWURvtQzGzfVhoctR8B5AaoKCZHWw+zzrySoex52H4NgaDtluhPbQoLJhJx++TvJ7i98nFmak8yoR7kk/++gZ3VJMeqWdzjNmpS47xX19HOX8Hz/kRnw+/18bxfr/KJ5x5nVbAy3KgFqpZC14toWo63j/4RLym8Pyzi8ON3I1MjmnxHoUTVdPURAuGRSYwi8HG9EkIEZBKj8b3lKXohLkNV06SsZQxkzqKoryJhDqBrBQaTZ6CpJn7QpuVMY3sVfL+K682E6fBOCu5UOFVF0ag2D8R91r3QWEYfCXNZ7OBHyiC9779bEaJD5lxId/CVvWNUEAQN/JCgcrJy/6IOHGgYalIeVk4xj4KgTrm+Y0kxb9+vxYTJ8l4qljEYymfl43YttZnOl2CS95JKIvPN8ao0Y1m/XoukipTQ8X02Dpy8vr1kG7u+xeLPsti6IpU0hGhztHIHg9bSmNhf2qkdOEUx2VC8gVfmLqfpzPSM2/7MWVymv5iZ+tNUm88g6YwMMsnVp92CrYU3srXwBkAJC4ykOe5MWJQWOnQhRk2cAqoUmRc0GUhuWpDmF6LNsep9TLt7wueTLkEgPDLqEP3pTawqvpCr0m/ic1vfE14T4AuXQnIN2cQYiqJiuxVKzf34gU3CLGLpRVr2cfosg6K5BtBYa16GqzjMei1OuNuptQ7jeHM03Rnu9n4Wpm7nGMtdwqwyxxsGf59zC2+haU+xp3Vr3L4UFjNtQaW5D89vo2sJ9jt3Y+hpjtUf5IW53+GdY+/mWuuFaGoKgc85qVfEeupB0AgjdadSmTkdE6hqkmWpc/nVvt/sUcJR1TRX5N+JVG2yyWc2y6yVlgIEw/lLkS6YvIcSHjqnqg8yXnmIDcUbTqt9p+3EJcxRVhdfHA+Ck1V7VBq7eM/OD8Wpr/70RpLm/JyuH4L1lFjoXNeLDGTOCvVSh+IHEKLNH+z6S/a1buesot6zaSno+F6VIHAwjcElN4NLjZeyNe/Hsl6bk8/jJTm5oGlajkxyHdfk38NbRv4oJNAt4wQaSs7gOTfO8qdr3kxnkVxKq3KhBfOoDSIt1dOzpRYVdUmcisBjsnJ/V9qxE1XprQ6MKhstFMXEdid7CikMfYD5eo+KYjKUuxiAxytfptI6TBA08PwaiqKGeIrIwXFkG8PKR4FH0z6MLxwsY5ggaJNLbWRZsAxVNULHDCCgkFjN3vbtNN1pCsZKLGOQIGgzXn2YTCx0H4osh1gH05Dg3on6E7z/mY/w7p1/yQd21rn97hUELR//RBNUFWotqLVQskk0VVClUxwSBA6qoqMoOhf0C776iqO8vu8N4d9keszzmzEpbuQE61qeljtHw54INWZ9TC3NlXp3QY+gO2oVfxq0abQPMlV9kAPln9C2J8gmV3Ks9gCe3yRhDhD4zbjKNI7UiMhROHUVoGT7thd8rqDjB05cvR21s1vubTGL5v5SDhVALrVxHj5nHmZOMdG1bEh8ubizlEtt4obiHy4Yh/L6RBewWUYuJIC/lw/P82unCf/oLbQAgaHlFmBiQY6F+dEPuV5F310oofds7XT0LhfaYs5fB3urqgmawS8W8/X/nmlkkuuW/KsQDodqd/GT2g7a7izd76jcPMgEc/MyICo5a4zTfZfHvCexFTn/zjZeFK8VAh/D6OMF+fdIKSv8+IB4sr04srS1jPH6Y11R9o4ZkcxWeJ+E2Y/nzXGwIqlEppu7eDK4g387ZGMZBdLWEG2/RFYbodTcT611jJYzScIs0pfcQL11mJYzzkDuXP7o7BneN3o+iqIxzUHW6YPsCO6iz1hDOjGGTHmqaIoVUk/ZTDae4pnmLTxuH2aPfbvEKrrTlOq7URWTe9pfZ0djDlUxCYSDIKBpT1JvHsQLmjzg38znp7/CN2b+Gs8v4/pNjipPY+ipUGrRiA+qsiDp9N7NUjjXIGhyoPQDvj77CWx3pmtdbrAplSOdWI2iWKT1QVTVROlyu87PvxFd7yOfWstQZiuv7HtvvMc2xAyn0nCFZ+HEXZR8NXdevoyxwnMAjU2Fl58SvBvZifLdNNqHlviOwPVmqDb3oKsJ2l4ZXU0SCG9eVZWH7c7xF4c/G7582fGbiq+kmN2CELZkV1fMRSMTPy3/HW/f+Sl8v0oQ1NnduoW/P/q3gCDwm6TNIZ43kuWTv7qPl2TfzKrCNYxk6yhpk5l7fL44uZfFKvY6otwRtqu3TzrC6p1CgsU2hmdj3YLx803qTK45xbvpTFjJu5bA0Pvj6kdVTVFIrSEIpM5pdK+x/JVktKGwDSkG0mfEgEtNTXG8JmWnZIpQAvIV1YwFx9OJNWiKiePOhO/J4N7Wv1Gp78bzK+haDsvowxcuY8nz8fw2061dYYWdjqnn0BSDfnM9KFIU2tSzUl/XK4PwQmbrJgKfRyqf40+fqeDXAvSNBbBMGOlDeD6teyb4+GNreKCLHV/TUuhqEiE8PnzsEd7+gzX8tPlgXPGlqSl0LTVvAxcEwqHRPorjTtMI6WgmKw/x/fJHe95MMbNNOmFdacceTVXhgKJiamlS5iCeX5GRHCXCdiggPEBCCASnk/ohfKdWWBXaqZYTYdv9sL9603SLL2zFzDY0NdXlyEpLWst7KjNrrYPkUmt6otByXESRaLUjUB1zxkUm27fVeB5/sq1BIb1+0bZoqrzXC/LvlQVH8cFGXh8BspcyBb1rnmgLCjZst1sq5+RVhhIrefrp7VNZR5/457t+vmWS69DVFKXmvmd97X8lU1B6aKoWM9ebYW/p2yzPXdZT6OJ6M8xwJIywhCY8Vomtp73ml+pPsaf0HUBwb+WTDOcv4ZzC28ilNpKyhug3LbR5Tttg9lxONSZqrcNShmqRLd/xygwbm1HVBAmzj4SexzSGkDxxbVRVp9Y+wc2Vj9KX3EBSLfIruZfwvNQ2tmVeybrsNQhhk9T7yCqDDOcuQgiXVeo5LF9f4bLBMv2ZLUzVd/DD+teYre9EEPCK7I2sLbyAFdYFrGIrfamNLC9cQy6xAlPP8nT1JuqtQwRBkyCwEcKVTpsIOKxsR1MTjGTPZ615mdQfVSWnbKm+k3rrAOnkKgx9AEvPM155gEpjD65fJ2ku45zc6wBZwGEag6flCJ/qYBZl/wS+dBbR+GblmxIGo5qUWgcYy15EEO4fk5X7eaT8eTyvRL19gpZf4l7vbjYqF2PoOcYrD4Rr48nf7Wk7cePqUT702CjHK3cDPrtL33gWp80OhgZCIHy3c6OYaFoWP3Bo2pM07WOxwH23BUETU8/yOyOvjR283aVvMFd7goS5DF0voCg66qIvxO8hFG3aR+IIRhS9+uP9/8hvf2M9v7vJ5okbCqy4qIl/tMahySKHWw/E1ypdTpth9DGcv4SUtZJcahOmMdDzqxGmJmkuC3E26hL9ppzWQAJOiTNsto/G1X7x3XvSuEpPGF5VTFZmL4+dXxE4lJsS75NPrqI/u42+7DmU7UMcrz+MpGpoM1l7HNevIgkJR7D0PEFgo2lZ/njd+7k6+xsI4VFMraPtzOH6DWx3mqiK8nL9xWSskTjyISlgAtJqPw0xS8YawQ9shrLbEMLD9etUWoep+RMoioquF2QUSXiYegFFNWMgqaomWVa4jEnlIHc8sJJgsgEzZWi1UVIm1vokeUOEVUsKhj7AOZlXcV7iBlbkruBw6ad8feYvOFK+OaaC8YMm713xW3zyrPczkr8i7r9OtLU7AuP3jN/B3AV8fP1LKYYhdflOLEl02ZU2EcJhsnJ/WE1pxJ9Fkbeor+QYDKSj3OOwy9T//LEkAoda62jctshyydUEQZOkNUbCXCbHg2qxGDgaFJbrZ6OpiQVV4y17PKysjaLnDtXmfrSeA5WII9HR/8q2z3dWZPuedH7Ccx++uUejs9NPbdrOOElrGTuUR2OHUEIW5DhXuhyvpLV8wT1GC1d2RSb8BetNtynh/3X6Y36kTAu/tdABWPjZz0v6Hf2edIgHcxfK968k5lFjyAr34fyloeJMgZdlXoOq6ichTf+lgYx41ZqnV9xgB3Ve3/+mnrl2pHwrK5QtcZRY4HFE2fmsDlzR+BB4OEGdKfZRax2k0Z7gm6V/WvAO504D4yhEO9wT5meBFEy9wK/2byYIHFJ6Hxk94tyU3220DmMZeZYVLqPuTpBSCvzO5lnKTsBT9W9TDk5g6P04QYPDzfvQw705L7JoWYXjjRSKouF5Fc5IXEd/5kzGm4/z9bnPMhas5nxzLePKfqrtozzHvISsNiJxdUGLswtvwDSGSFnLMY1+DC2DZeSZrD2B7U4yWXuco/6TmHqWoex5pKyh+FDoBzaWkafZPhpnhIKgTtM+xlO1bwHS8Q6WwJqdvs0/AKpcm34ThtEXcmnKIETLmeRo5a55mQ75rjdkn8eYtpXLtCu5r/Z5TD0r7xQflpd25E7bidtb+g6fOfGh0wJRLmYD2XP5b2v+EOkAdEh1Ja7IjfE+nl/rWSznW7W5j3+c+Brb8jfGn0Ud6Hoz0olQZRTI0AdC7FXHVDUVbkgLK7M8b44vTv4tn96b5GfbV1LeqaIWTM69YoozEtfFv9Ndxuy4U2TUIdLWEKPW2SzPXBzfsZsTpmkfi4GJUVSut8w4yWJcNs+GBkS2rYPf6raVhWvi35Ypv87zu94MxxsPxyk3TcuQNPtR1QzT1YeZqT1GQstRsFYznN5GNPCGs+eSMAZJWcto2lMhHmKYTGKMvz7yWR60v4uhF8hrYzheGc9vMhiWuQvhUDANhvReEkPHq5IXgwywkj5tFcPpbYywEVVNEITpuUrrMEJ4WEaeVclLuCz/W6SsIaIIkq4XGc1dyh0Xb+Z/rbmAjO4hnADRsAn2Tcp+SBpsy7d4UfY3yKc3EwiHp1s/4f76F6h6vZXU0YFBCIfHZptsyrZYxzmcvuOt8LL0C3jFZQf4s5XX89zs24lwSqpqcqZxHQtoA/wmg9lzu6gzIrB96CSFYzAI6j2HAgWFwdQZC7AykpamzvxFvGFPABpte4K2M46C3pN6jcZ8lLrZXv5SGKFa6HgZRh9DuYuIyDiFcGLKje6WRE6oohgLDjS6Vogjn/XW/lCiprvAottRUmnZx0kpxd7IoAggdHilI6xQTK6l1xGCyfqTdM+Dk821CC8YvaeFkbKlyXt/MTJJ3ffX0LQsSbXIC3O/DcKj3NgjI/BKgjOLr2GscBWBkFREnl/jNufOZ43P+69pouc9n8wmKvfyuYmPzNsTffZ7D7Ii24nGjVcf5Nk67qqawtAHmKs9wYnyvShhQdNiVeWqopNPb+RUaUFNTbG6+KLw/tFB0kAQ8HfHv4KiqDS9OY5U7sJxp9C0DIaWRtMytJxZTCVD2hjkcPM+/nJ7kbvd+9AUk6naE7jeLLpikjQHmKg/Dgj2qTv5k29s4PVPf5e5huTjm1MmSGhFNNVCEHBYfYZ3bqzz1oFLyCZGuan8LxyrS1m5pDVGXhT43dHfouVMkjT7GUtfyLm6JDZX0PD8Go32BG1nloY7yYC+npS1EgWdjLWMtlsiaY3xir4Od6uiaPhBM96fZcDo2fs1kp/PJGEOM5y7gM764vPj8kekUhGACPC8Cqpqkkv17r3hF9hdkXQiDwYPEAQt6q1DZJKruCr7dkyjn7XFFy/ZjtN24haCnZ+dzTX28M3SDhaeBOYvfguB/PO/b7shPijCC4i2lNVSEljGIH7QJmH0o2uJBRUdQdCKwZuLmRAu35r7BK954tNccMskH/un5fzuF9ezyRwK07gLJ/fByi2YaoajrYeZsneiawUS5ij51FoZgQu5rDpRCIdurjnZLjuOUEXWKYGW/9U9SRdydUUDaHE8zpHybfFvzy+jjxwRBQVd70NTExTMVZh6Lt6AxysPULYPYYtaLHtVc07QtI/QciQVhOc38YI2jfY4tiOdunxyFQPBMlbkr8IyChhqEssYYCx/Jbe0f8ah5n3xpi37yeS4eJrxYDd1MYsrmgQEUgYGD8edxvObIAKGE1u4vrCBq/r7OFu7hoTRTya5lv70Jl6Zu5yWa/CqGw5zxe+DNpjEfnSWiVsCgkOzKP0ZnvPiCa4ctthgXIGmJuhLbqCYWr+AEqB7vPx75SNc//i30WLs3+kAi1V+1LwDEcBv/eZx/vocl5f3fYCB7HkoqDxY+RTzF/m12Wu40rgGNcIKCo+E0d+TlhktXDXvIJBB4IU0MEvN1d65JtOAAauKz0fTsuHY6czRTHJFmPqej49cqBzguNPU7ON0KlgVIg3SXgdJppEXWzg1NYGpZRd8LgmlpfOiaVFbZAXqcLA8LmqQX9ZDyIESvjsRyub1rjXzpb5OHS1ZqjCia/MMx8r8Q9ovzqTza2gZxuuPcZRxmRYPmrScaYRos7vyPY6X7wj1aGWbJyr3/G9oy38G+3mgK4LTwy2LRfGopfpTHK11Cs+kRvLJi4/k/JJtTSfWEARNSdGj9yFJpxeXcdO0HKaeDSu8Tz5+M4lRvnDGZvLpM8L7KRQzZ5JPrqLtzJI0h6m1jgByT+hLbaDlTBIIh9cP/BaHy7dxonwXrt/kCfcQc6295JIrMLQMChqrtfPJ6iPoquQhnWw8xU9KB6k29xD4TYaTWzhDnEHDm6blTGPqWSruMb5wIMeLllV4de46RtLn4Pp1BAEJo49H7e/z+dnvAgHVxl6O1u9ncyYrswH4ccCnkFpLoz3O/urN5BIrSCdX0XLn8P06z03eyIfOK3NV/l3hQUfvOnyrP/c8tYw8hfRm2s4JJir3sK74Ul5YeB8bi7+CEma7hnLnItV3fHy/Rrm+sMBLQkE8tpe/ykxjF1KBStYJPNj+Fq5XpeQeXnBdfP3pNjgIWljGyM8djo9Ysp+t9WXP4WXpl/LlmU+G4O4Ax53iqcrXUNQEontwh9GZlLGemn2cZnuxBxf4ceql26IycD8GQh8p38z/dA6zybiaJxo3hQ7hYpNbpeWXsN0SqmoSCI9sYgwhfBRF7Qpjd+OO5psf06N0Wtq9mHQ44TqVq73Xn8oyybXUWwcAJAbOr2MZfVhGnjHzHHZ738P3qviKztHKXSA8Mqk11Jp7ESHuq9E6HG92bVfyghVT62i6M7SdWSw9j6lnaTkzJM0BhPA5qDxJghyOV2WqvoNfKb6Do06F++tfIJMYC0mew4iFCDCUFC5NioxSYZJdjR+H+CZZ/DKauYCKe5T/tmIrv7fnS6TNIeaae/H9Olfm3sEnznfZcP5etLyOkjDwD8wSlJw40OlN2hjJGkHD57aJFof8R8klllNqHcA0skSUGpnkOhrtoz2RKVVN02gf4q72x3rey8ns7aMf5NfXV9GzU6hDOc5+VZUvbZzhB4+8kA8eeiIkGw56nJpjzYfJJAsUkqtx/EEuNa5nKGFJImFnEkUxSCrFHqDyfLknXS9gaGmatlTYkFxuc4to7gqOVu+JKWEyybVkzGVMVO6JuZVkpV2HUiT6X9MY4gWZt/KjysfDNngM5y5isvKAJAYOz4m2X43H7lJ9lkttCmkZemlL4uuEgu/Pd/x87q18sueemeQKAGrN2rOmEcinz6DWOrropnkyMfmItkfXMpJ89X+DSDnI8e/7zfj9bS9/Kf5b1Ob/v8pd/d+xhetiL6fgUibpizp6xc/OTD2Lppq0nRNoWgZTy9K0D6MoJqbeF5LVdu773OzbecD+TlgsEZmGribwqCy4v4QgZSgkVzPX2H1a400QsCJfI2uMUmEXIKi1ZHTW82uoqomupmThhNAx1BRCuIzmryKhKbIoUJE6xPvqt6KqOgVtBalMPxX3GC4OLb9E25lEVS36U5u4JreGHWWNpDVGfzDKIfU4iqKyPHcZNW8Cx6txa/NpbtnhUw+mmK3vQlFUPL+O6zdo2uNkrTGW5S9BxWCy/iSfm/wUnlcml9qIriWx3QqtUI9bVVM4QZ0g8Gi7swjhc79/M/dNvZRDykNoqokQAUlzEC9o9UjOdfetpC7zej7TtEzPwS8KhhQyWwgCl/2l73NQTXcV2w2ynvPpL6xmd+V7BIEdj6dsagO15j5AkE2uZJlxFsWgHweXcWUfWziPO5pfCVkNoNo6tOR7fRYUIyrZRKd89n+nxRJE4enl7D6FP1j5O1xffB9/uv6PySTX8Zzcb/P83Ds6rVNTCIR88e40aXMovIfEHHWfhLTwpN/rgS/uBNluhf+2ocjmzItC5653A1IUE1XRqbdPoIYDJAgazNSeZLb2FC1nEllNGlXgLbXpK1jGiNTwi9vVqUCMrDOwutJAsZbcYu9GQ0HH0As07UmidJYftBHCpu1MUmnsYVf5OzGuzAyxhQKfeuso6cSaMLo4FEu3JK1l5JOrGMpspW5PkDIG8Pwynt/CD2wKybU07SmaziwCn4Yvo3W+3+TCAZU3rCiQMPqptQ73YPz8oIknbKZr2zniPsKcvR83VDE4q/h6bux7B68pXoLrNfnro7tptA8xVX0Q328ykD2b312fYvN1NfRhCyWh4Y7b+NMOs7tNtLTC4FYbLa/jHWtQO6hzn/N9Gs4UvvC4NPEq1uuXhqc7KYGVS63rYVw/tbB5r2VTG/jDc8bZuHaawBaIUgOcgMQ6g7Tu0w6qYcV0J7KatJbj+DUer3yZ2fpOaq2D3FL7JA84u/CCNqqaJJtcxYHSj9DDE1smua5Hjk7g4XqzoYMswrY7SAzMwkiX36XE0WgdZrISYUCDWNKmEwGTpqDjelV+XP1UCD5uYrvTTNUeI2mNMZDejO1OY7uTcvMyBhacegey5zFauIrNxV9lvXllT2TzdB2h+d+rNffGXGgLIognPbf6tJ0SCaOfxebS/Oh591+UkNNRbswijC7Px8z9/KYoCRR0EkaRFfmrACk9Vshs+Q/d9/81my87FVEZdZuiJkgnxhZIpC00/+dy4ABst8RY+sKQL7NO251G1/soZs5kTeYqLk+/oWdPEghGk+eSsoa52Hp5+GmwKEE4yEOU51Woto8xmD17wTMuZpX6bp7/wBTHyneEnygYWpp0QtJLOe4stjuJ79cJhIcvXHQtS9U5xk21n6IoUoJQCA8vaNKyj3Og+jOa/iye38JWWlTbRyXdV+CwTmxjZ6UBikoxuZaGWmU2OCwlCIWN7VZo2pPsLX2b/aXvUWru58LM66VsV4iPz6fXU20fRcXACerkkytJmv2sLF6HpedoOTM4Xo2mfRxdy6CrCWqtYxh6KmRb8JmrPcEfHPg+CSUX7oEBTfswjju7IBiiqhleO/AH/K/NH5SFaOhYxgjvWvGHfGHLbzFauGphvzb2UGsdREEjCBrhOwPHneW+6me5LruByNUazJwJKPH6pKBzmf5C3r18HdcO9rHTvpnjlXu5q/UNHK9KtF8vjvMP23zKNx+9bkXjL1a/mHwXN9QvwmQVY2+o+YrMW1BViyBo8pLUS9iYsfnU1LcZF3Osz/hoqsmd1U+GslPSRODEVZsSFK7Sl93K25e9BymZ1JQgX72PpDlI0lrOYuXW862YWs9zzzzCb46tXpTqIJ1YgaYmYiHwqAIoiibIza1Ot/rB4ibQtSSWUewqSjhNvE6oERl/d94L1/QcftAmonJQFBMR8rhF0UdNS+EFbUDFcWcIgkbs7NpeBc+vSbLaQBLyJgypWDBRe5SmfYSpqsQxuH6dZpheHU5voy+5niFlPYPaeoqp9Whqgv91/Gbes+fztOzjYbWlfEL5MAETlXuBgJYzKzVxcxfTlz2bC6013Os+zkePfRrHr3Gg+jMizUpVNSk19/PpfTYn7jOxD7UJai47Hxlg9yP9fHnXKlrjCmreQB1METQDZkppXpr+FfqSGzhTu4ongzsoKVNY5hCqmqTafIZKY3dIsNmrxxelr1cXX0wxs43VxRdjGSPxu5Ii46v48lmvZPmFLT50x3r27ujH2Ven+qTDD741yt/vsZmp72BV7jm8NPfbcdoyYy1DQcXQcyRDPdZMYgV7S98J6XTqkocKL5bp8vwWni+VNiIcqKqmexxkSZNicLHxUjp6t9GYSXQqlvHjaKuiWPFp0PNKPddE+sJpa1lX//gkjEFGUtuo2scBn2xqPVKWbnqeE6Rxpnold1y8mW+f389B7yEWzhEl5FViwd8Wm4+9JhY43adyDG13AtPIxpxS3W1VlMQS2pS9TjBoi6SEZSW75B08uXVr4HYa7qGoCZr2JOP1xwCYaT2D4y6WVfivZaqaIWGOomsF+tOb6MueE78niaNVw0IDOUaDoE6jfZSUNYxljJBNbehaMxfDuT57B9zzyxys3IKuymp2ETj4fp252hPsLn2TWWW25/s7eZhCMEjTnuRh94fhpydXE1AUA1XRcRdRaVjMBB77S9/ruqegaR+jUt8d8xsOZM9FCJ8gaCDwSSeW0bKnma4+gu/XqbWOxCoKpjGIFR4iVUUnJWRqV0ElYY1wf+Mr3FL5KCBxgYea92EqKertE0zWn6TRPoShZWIu1bQ1wkojj6rqZFJruDD7RuqtYzhehZnmLnTVwtQybDWeR4Z+5hrPkEus4GX534BQycZ2pmQxnbmG/vSm2FEv1Z+iLqY4K3sDudS6kPe1Q1wO0uE/L/daipbKnxz4LLX2MRQ1ge1O84/HP8r7Dt5FWukcRKMDgqZl0LUcipoIi9WSYYGjLJb6VvUOVuavYjh/ES9JPSfkBl3FZ7f9d147+AE8EZDUBLYP+cQKFEUlY41IpZuQ/cJdUmf9WThxQvh87NhBaq2lc7PP3hReUXwPf7b+ffEmkk6s4c7KP8YpgbudxzlrcJbfHHwlj5Q/z5ue/AiVxm4yyVXhqV1GTXLpDQjh4XhVXK9OrX2CcmMPP2zcR9OWkYCUtQzPK4USTtZpPL6Cphi8/Uer+diJpxeNwjRah3G8MilrWEY4FBVVtcLIYPcE7Oi5mcbQIlWF0HImUVUdUy+En3QUJk62+XTuI3+jOy2rKAZeSBQbVSFqoeh5J32nhOLs9RivByp+yP+moKJpadbknweKzjW530FRVGbqT/cQ74JcID1vjpnGTmreBGX7EFVlmhPudhy/gaYmmG3sou2Mk0qsYCh/YRiBzIdP4KNpWQYyW8knV5E0+zlevpOV2nl8u/pNJptPYepZkmY/llEkE+IU5fO1ubXyMd7/wDClI0mcSZ+P7s7x9cN93DreZNeBIUTbRzQc5g4muH+yn2mnTaklxe7LrUMcKP+E4fQ2Przh9+nLniNJGBWth+5Gmo+iWHzlrE28c/jlvKn/AvojcLGiI0TA74y+mRddfxw0hYv7XT70ZJ5f/9JaXvD9LO/Z/wQPtr+FpiY4UPoh3y/9LcXMmRhahlr7OGPZi/D8Ol7QImkO4vrSqU4ne0mno3fYdsYJgiaKouL7VbRQ33DBOBEBt1Q+GjtgcoyYGHquK42phUS5oQ5xF/+ZouhxpWpkneIDGQ32ghaHq3fStGWhRK3ZrSvY2RAzydV8cLPJqvNqPDjdR619jF5nGUANN+LF+drmP9/8OSU35GeXPSjXn8b1m/OcXI2EOcBQHPlaeM/Ob/tdzPid7wm8JaiWeh22/uw2DH2ga85L+axXFH+XIKjH0aFG++ACBv7/d03DNIZYXrg25uTTtByjhaswtAyGnmYsdwlT1cfJaENoiqQ2ktXnPoKAvuzZnF14M8P5S8mnN1JrHcQXDllzGcUwQgIQ6V2uK97AQPY8hnIXYOgDDOYufFYtFoETa5T2rreCHZVvEgRN+rLnMJA9j5RaZKd9M75fPU1FDYWUJVVgHO/kjvziWscdy6bWEZHOztaeQtPSKIpBpXWYjfpVZJLLyaU2SjlEv4HvNxhJn4MQAY5fk9izwOGQ/wjV5r4wqBEV8RkhZ6hHNjGKj4uq6AxltmAZwwykzyCTWIGmZcgby7nNuQXXa/Cnq17Dy0cGEQQEwqHtjFN3JjGUFA81/o0j9kP4fpWGM8XvbrJJWcuQFdmXsCn3Ehr+NE13BkPPxMWM45UH2F69CSECUma3nq0WqrAkeLTyRT5x7EO0nRN43ly4xvj4fpXZxm4O1+8J9/gUSXMQEGzKvohlmfOQkJh2Zx0NDwNTtacYDlbx4VXX8tIxyUV6Y/GN/OqF+2n7AdNKmYuHp7lm83rCCgABAABJREFUqMUl6uUI4aGrFoHokK/LwpUl3u//DtmtU5vURRPCpZjZiqKozNWeIJvawEXG9dxa+RjgY+gDBMJhbe46hoPlEvuiqAjhc3H+7SSxuLPyjxLgqFgI0Y49b1mZFYmJJ4AgTHl4stIxkCePXo6qXikj6Vh2y38tboO5CxnU1rOz9G+AlJwKgjYLgdtSIiphDsgo1BKnp97f/Y/oGYZarPYEimrKTT7cLJLWWLwBGPoAQniSgydwQqqODg2ErhcJAodluQuZqm9nLHtRSBwZyNC4V2Kh5qM0Vc2QTa6gYU+yJns1h+v3kEssp+FMhb8RkLKGqLWP4ft1EuYQCaOPorGKaXs3jlsjmxjlbQMv5V/nbkPg03RnQi5Bqd+nKHosrZZJrqXlTPOmwXexpajwl8d+RN2eYDR9PjcWz+X3LziI42h87ZkVfHziYSYbT4Vi4W7Y9wZDufPpV1czFxxlprEzrCyykEoX3e9UYW3xpZTcw1Rbh3qiXpYxwjfOeTPnDM/w7QOjPDITcI/7KC2/xKC2ngPNO2nZx+NxGwHWhXBYWXg+umIR4HOkcgdJc5ikUWSm9rgE9qsJ2XcEIf2JINJazSRWhE5Vt8n5pmu5EKfTm6JJWat4fvq1fG/ub2OsUEeHkfj+8pF1Ls+9nYPKdk5U7u+JMEcSMpqWRVH0WEs1afazwrqAp0tf6cHVnV14M7e/xKNWSXDBXU8xXX2kc69QmqZbKq+DqZPzdCh3MeXWwVjPtnfkL1SBSFrLSZoD8wpXtLDfF+KjTGMoljnq/n7037KPTgd/1juHl9K4XPpq+W7FIvid/zqmYBqDkgs0hB4I4SF1h+vxd6L1N2H04/qNUH9XhFHuBJZeRNcSeH6bpn2MbsJuVTUJAieEmrTJpTbRdKbxvBK51Eael3wlP6p98aQ64Cdrf9QOIRxS1ipaziSKomIZfT37QbeE3FL94LhT8bgYyp7HVO2JRb7f+5s9f1FMNDVFLrWa7269hk/vTfJvsx/jwuwbyZFij/o0l+rn0/A8flKVXJrZ5EqqrUNoaoKh9FZOVB9EVU0MLUXSHMBQkwyoaxkOhri78SUEQRgYkDJ0KWslA8lNHK89wFj2EjzaJJQ8JfcwfmDzHOvl3N7+FvXWftKJNQgRYBl5NEWn5ZZIm0MMauvZ37gdx6tiGQXazhQD2bOZqT2JlAQbZix1Pkfq9wGSImu6+ui8NaQ3wvnyvj9kfc7kbw/9OYvPyV6/QFVTZBIraNjj+H6D5YWrGa89HGLtO5KN0RqWtMbwA4cvbvl1XnLeQb720Do2ZZucOTbN2Hd+wpXpN/LTd08RtAPe+a/r+PzE38pfVRNdROXaIjj4sD2LfvoLMFXNcE7hbSx2Yn1l3/t5aeE9gKBUfypeVOvNg9xW/UeiDnO9WXy/xt7St7mn8g8yzSNcFEXj4doXua/51RgoLUQ7lI4ySSeWIYQXY4Q0LUU6sYIozen71dBjdkO5Cz301iVNQUQBIkR7kUVaWZBSadhT7CrfxFDuIkAJ7+/0nK7lv2V4tdUl2bPYKal3QzndV9ShT4h+V9fyYcQRiXNDR9MyaHouBLtL88NnzCZXIYkK++K+MY1BDC2FpiY4Ub4bzysz0XgCy8jLSabnUdXkkiz/QVCn0thNELRpiQpB4HCxdh2rUpfJ3xYOy/WzUVDpz2yJ8VqHKreSN1diGXm+seW5nFvwmKw+RNOdoWVPk9L7URUDXUvFDpyuF+lPbECIgO/Uv8sf7v0UM7XHaDvjVL3jmCr81q3LufzOKT589HvymRNj4SlcnkSFcJiqPMyu0jdphgLsptFPNrkKPUxTKkqCF+TfR8JcxoHSDyjVn4oduKjvbXeCbx3R+dKeMT6w95/42szH8IXLXHMvO8vfpO3MUMic1VX52nnPk42nKIhhsqIfy+jD9irhIiXw/Sq6mmRz5kX0pzf1XCcCh2pzz4J3IKs6MzLd4M7JyGLX2Gzah/nu3N/EC10HKyTi+ytqAlWTQGcfn+Plu8il1vSkHV9aeA+KYoTwhTaKYnFO+lUk9AJ767fIO3ZtJq7icP/eMd7/wHBXJSXx783nVOzm4AOYazwTlvFHa4wSRwnPKL56ATdcyx6nVNvR81k2tbZLLaTXFifw7S4kmT/mF0+7RZHMqG3d9CQROfliPHYdUmYvJLD+r+rAyT4sptaRsEZYnruMQno9mpbCMiQljYQyyD71/SqNduTcR9kJue437cNUm8+EB9hOWlE6I+kwciMjKNXmMyGQXVBtPsN3Sh+L8U6n2+qVheejqqkQmqKQCtUbJL5cwm1a9jEsYzjeC7LJlSEdxaZFIAOC0cwFqGqGdHIVo7lLma4/1TOG5dyWes+almMsf+WC+wjhS7F54fFQKU3bD0gnlvF7a4u8ckWS75+7jjMLGne7P0LXUiStQdboF8VyjrOtZxjMbmVt9hpUxaCor0JXEuyu/oD7Wl9H12Sg5ILcW0N6DBEXbWQSY0w0niCnjKBh4PoN/MAhZ+gULAlbarQP0rKPU2sf42LtOtYmriCpFSmJoxh6mr70RnKJFSiKTqV1GFWVgY+2O0vJO4QvHAbTZ+EGrZ6MmAjhQ1FPAfy49nm+Wr4jHAfy+RLmaE8/dvetEB66lgwzVUaXA6eiKAnSidUSq6qogErbmSFlDXHdhqNYowqbsk1WFyuk+l02Z17EIXUfzqQPAbxqhcOmwssQwg3pmTJE7BZL2bNw4rQlFprFzdRznJ8cjTFLHVMwNZV7vX9fcM1C2oGOZAwonbSOkOK180/gUei60R4H4YU4MHliSxkD9GfOiAdzylpFOrFavnw10RNl6aQUF1outTGsUu04TbZXQgiXmn08VjCQrRcL/i2xSFI4Xf6W9K7nT7LuqNnpWYc+IaroyyZX4ng11BDvJpDRtkJydfz7ES+YHzRp2LIIIwg8TKNfpkb9Oo5XJZMYlZs4oSpCqBV6XfJG8qn1dKITi+GUZCm+E9RZm7uO/cohDtTvIBAeppalxAksI88VxvO5ynwZo8ZWEsYgk/UnMbU0Nx1N0fIlVsXzWzH7tRe0EEISxprGIM9Nv5WJujyRlus74rTT5uKreX3xpRyuB/yk/lUAWs4ME/UnKDcPEgiPhDmMqmYkUzkCQj3ATdkXcUb6RWSN0VAhAAayW3nHBh1DX6icoekdXsJvzH2Ovz3xbRx3iiCoM1F7VFY9CRch2jhurYs014/Hn+1Osse+HVexGUptQQ+LSSJr2sfYUf5aWHwgIwkd0P3Ck6QQLmuz18TOmaZlehY2RUmQCGXxhGjj+/WuQgt5/84p3+f+yicAn1rrMK7XIfj9WfMr8eITRfEfqX6RqeqD8VztHtNzwVHeuvtOvjH7d1HvxfeSlCF+V4pUzv2R/BUhObIWp/870jQivE6wq/wd7FBrshvjNH9eN+3JGFe4lCmKSTGzbZG/LE5S3Ev+qdDhbmwsuCZhDqGpKVr2+CL3/3lIgf/ftIiQvWUf40j5ZuZqT+B5c7TscTKJ0VDVRRZ/SGWS7gPtyTBt8nuOOxU6DseWJFOXzvezeye6YhEErfCeIix0E5Jgtov+qpBag6bJtF+tdSTcswY72aRYGQgcUefVfe+i3jpE2ZYZAC3GUWuYxkCIKW9RTK3nDHFOLwVPl1Wbh/gfh77K9yufotY8wJ8e2s0Pjzmc+cI6qiL/7gcOmmpRU+R8yiWkH3AWl+BhU0isxhZ1EkqOfGotXtCmbU8ghMMu52ccqtwusbpqgpJzkFrrKJaRpyomaIiZmJR3ym4z3XgaXUvFhYqeN8fDwZ2oqMzZ+ym1DlBvHWam9iRT1UcxtByGlg4DJzJ6OdfYje9VmW09E1KmdEfBk6EfE/kTGilriPGwkEsNuTgLybVY5lAYpe9E8eRB1qfc2AMIBrJbQ0ywSsIcZix/OTdkX8dnN72UX+1/H2cVX8PLCu9mm3YtibzHD368kj962qPetjCHNW66OMmaYAPff3AtxtZ+nvfKCa5ObWIwdx66VmA0lOA6WUHdaXsJqmoxmjqf/UsQRkpNx04Eqe2c4HPjH1rkm4J/m/7wSX9rsRJwGe3pKCws/H2ZyulOf0STMQjazNSfDsPlsjOa9jE0LU3gP7sTbs5czl+s+VXetesjcXv8kD7BdsshhixK5UjSUXq8/6it0UuR4VdNTYTh02qc4hUhD1bHesO68/tsftSi1jpCJrmccn0HHdLWFuXmAWLqEkVHDaNBnjeHZYzgeHM9qXRNTVBrHcH3a5jGEK47hx/Sbrh6QFYfoWlMYehpGq3DmMYQmmrSso/1jIup6oPMac+wLfsrgCzDd70GDW8az2/xSPAwZftQXEEUBC22qW/kiVqJx2qCZbkLqbsTCBHg+g0prGxC058ho4+wUzwWKkhEkmLSKVoVrGQwAf9w5K8QeBz1SpybvZFHyp8FBC1bJ5dcgePnpcyMomO7MzjuDAead3JG8oWU2gdImgPoWpKZ2pP8yhP7F/CMRX0Yme1O9FDyRKHx6F25foNcegOVxm56N3dBo32cY0DOGmMotYUZxaDlyNRx5Ph1KziczHQtz3qxlj1+LVzcewthTL3AJclf5SnrDuZqTyDw8LwKimKSTa7Bdis4XhlNTYQ0JJFTYhPQjHkDu8lkO6mFXuseowu5y3qxnEK4XelT2W9ptZ/J1iNInJMSpzRVNUUhvTGO6gvRRlHkgaKQ3kyp/jSall7QrlOpn8h7uZQbu1ka2qB0rU8aETZm4fcXXvtLAt7/qPnUW8cw9AxakMB2J1AVg6ivr8y/kwDBPZV/ADR0PY/nzaGgs63weqY5yInyXTH9zi/WBAdKP4CwWEJVE/F4m63v6jnkJ9Uilp5HUdSYuqJTIU7XXuDjBi1usX+Mohi0nVkU9K4Urx+uOTLtulm9AkPRWOzAIUSAqfeFRVFlAMbbT7I5sQH3hE3OkJkJz3co12eo6ydImv0M6ZuoawMcVg5gkmRYrOSwsp21wXp8dS0PGd8n0LI4XiWk9PCwjD6yiTE0xSJtDGOpGVp+iXLrIKaeRVcs+gwrXIfrNO2ASKS+4UxRThZRFZ2WfQxDHyAZYtoSeoFSqLBh6DlcT65LqmotClky9QJuj6azT6WxJ8aRq4qOgkbdGUdTrRjWpKopcqm11FpHehw7x6/TdktAgO1MUTf7eMdZTc4/f5wXXADtksFP92jcNZXjf9yc55+nv0ateYA3PfpW/rI+yjWvmOQ7y2scPlhEMU20lQXesWmOnY9ext3+4xwr3xo+W68SVLedMhIXhRdNvcCB8vzoWRdoNywyUNUMmeS6RSp8lrLuaiBZ7afpUkOz24LAXjQyJekPtC5smx9TlERyRpYxEG/onUpYX1YOLYlLM7v+nYh/e7z2MIcaSlfJr9xgpOSXGmKVumlA/J7vafoigHPFwg+a9Kc3c0nuN0KcoAkIcqn1XZI6izlwnZTL/P7JJJfTb6wLMRYRdYMIJYqidE5Ef0LYP5L9O50YkwUYisTH+eHG73plFDVBMcSe3Vz7Z46Ub8YXDqsSl8jfTYyGE0UD4bG18Ma4bb5fZ1frpwykN8sCBWuAQLgUkmsp24dYnjg/BMY2WVd8GU8Et/Ng/cs8XP8KU/XtVJsHqbePo6Ax2XiK6dZO5hp7mLP3M914WkbmQgzI1sIbGc5fSguXDx36bPxehAhoKvU4sntG+sWhgP0k+cQKVqYvoz+zhYHcuRhaGktYDCQ3oSgqaXOIXGrdPHH3pUzp+XeUOouqjz2vzG8PvxpD74+/o2k5FHSGcucynNhC26+SVQYJhEvCHIrHl/z/bjm7pcH7nl/hJ5V/QM6NDPOn/XmpV7GLBynqq+id0w4tZzZ0jHUcdzoM60cAcANd75Nzc57Mm6qm4ypZyWo+Gn6eYkPxlafsue6im+gQJPA4WLm1CxsSka0qSFm23mhDdGAr1Z9CSu60w2fvRGaGchefMsOgKEaonrFUSqND+tpNgiwr1WTl3XzlmF/aL86kxvBxKekHlOpP9/z9kPI0pjHESKxpKiPXe1q3cqJ8L0A4NuTfTkXMezqmqql4b1LVZOjA1eK/5VNrySRXx98/XLqZRvtQ7MBlUxs4o/hqeqO6Mio+XX2YudoT6FqGiAqqY7K4SEHjN4Z/ky9e1uJ9Z/iLPlM6sRrLyDOU2hKPT9drsJeD3HrvKqquXLM6h2KPfmsDBxp3MtN6hop3FBebltJiovoIh9XDlJUaTXuSljPOcPZc3jbwapLmMG1nnNn6LpruNLON3dS8CQa0tYxmLsD1GiS1IpsLOgoqlpbDMvL0Zc+WPKSJtQgRxCT/mcQo/33ljehakow2xIrspeh6Hzf2/QYvK7wbQy8uiTmVadA6qprs2g8cIgy+486CotNoH8XzW+HeqJGyllFvHcP3G3HxgqKYDJtnsSJzKZYxzF9s+iBvH3wl73m6zt/8ZCNfv3899x0c5ZMHy/zL5Mf5xPhnw6IVn8fKn+VfD5q4Ew7mAGy6uoqoNPH2zGJqPinFRBY1ZLCMEa5Mv3HpsXaygajrfXzl7HdjGkOYerYnMibxVVk6i75M5wWBpPeQkZxTV4X1Zc/mDUN/QMcZkRIVupakkNnShc+RtAe9GDKNv9/4NnKp9XS/MM+vUMicges1KGa2YUcVQsLr0nJUcP16z6JbzGzjmvx75F8VM1zcw78rEjfn+1U+fvyfSVqDIe/PWYCGZeQZyZ7PfIWIjsmJ5nlzIXFt92YpsXezjd24ikO9HZ2qFK40b+BV2etPklpdWqrLD2wMLEw9Ryp8FjkhuyMeOpqWAlR0rSBZtOu7qTX3yrC5ooanqSg17RAEDUwlw2BmW6xZ6XklXORmXqrvDk+1PgIfW2mRz2yWziQ+bXuCE+W7MNQk5frTNOxJZuo70LUks/5BNNXEMkZoBLM07SkEgeTgI6CYkRQ3jldBUVRUxUBVTUwtjeuVw8reAE3Lsbv+E25IX0deTcQ0GSCjkSmRoZjdAmhMsY9G+yi55EquNq5kNFhOShtgrXIBppZmQM3gC5dK8wBT1ceptY5yaqUGJYQSdETlhfC5OvubvKL4e0h1BcHfHP6HLi4qiXkTeJSa+/GQzsoztZ/gBW1a9jE6FaUJ3rH8g1jGSNgWOZU1LbcIN5aIi34kXq3X2bm/8gkmK/ezv/TDuEo4YgyXUnbNWHYrCBqx0ymEHaciozREp4/r8aYlhEPbmQwxqmoIOj5ZdWen3fMX4iBo9DiS0fxU1USM/1zKosW6e/zP1LfTtk9OYK4oOqPqWUviPrudwu5CKTmvWyEeq7eCMFJ1+cXaf4yL7j+vReNEvlfLGIzx0I+7Pw55zOpMVO6NMW4QRUHnyxSKHnLvn9eS5jBr089BHh6acTpV/laLcmM3BWt11xP0RtQb7eOhXrcfjynLGOF5+d8nes8Xp19HJjHadZ2ColiysEg12VWrMzBSpz/ZZmvu1Qva2LSPY+k58gyTTa4ENBx3hilvD5/eK/jHyduwjAIRNVUQOEw0niCfXEUusQJPOOTFICXlBJvzN1AMBjniPxYyNfTx0XWX8IbVJfzARlWTGFoGP3Dw/DrV5iGOtB/CJIXrVyk7h/nczL00nClmG7uw3QqrtQu4OP06kkqeqeYOMtYIoFCqP8Uf7/80TXuKA6UfcqD0Y7KJ5fyw8QO283QccOiYEveZqWcZyp3PQGYr8+eLTGmn4zR3xBSh63mZeVJUlheuZmvhjVyafyfZ5Bo2sY63Dp6NriX5yUSFf527jUfKn+Wfpu/g40eO8srHPsUD1c/gB+2QwquD3/UFHNpR5OkHBvjGt1dCwkAxVWxPJ63p6HoRyyhgu5PcVvmHJcfaSZ24XHIlN4+reH6TavMZVDXDysLzyaY2MJS/MEytLPR2a829knhPy58S1zVX2853a98gcgKlZJBP055ki3ZND2Dzivw7eUXxPV1XB3z62FHq7e5CAZNsaj0fGHslXz/7jXx03fXkUusYzV/Oh9a/G0NLxyeLIGj0YPAGjPUU9QQysudQTK5lKHdB59fCiW67EzTax0lbw1SaB1BVi0b7OCcq9/bgHJa2hZsTyA1zj3NXWB3loKpJbm99nX+Z/PhJUr69uDtFMeMUVK25l+P24yEAVL5qQy+gqqkQCCyLMCLtOMso4nqd9PJM7TE8by4M1XcXTmiU3SNU20dJWlI0XdOyrAhWSic27gNJzaGikjeWx5xC0clxqvo42dR6DC2F51do2lPU7XESZh+GnqZmH8fzmwgRoCo6upogq4+EcmAmtjtHPrGClDkYplAgYRZJmsMEgYPnldFUuGwoopOJBNEDjoodIa7B50T5LoRwaNpTfG3mI9xZ+Ucq7lHGtAK6muKQOEHZPoSupsJS9gAph764tJKqprg8/05ekn9n7BTFfHyoVD2Hc3KvQdeyYVHJ4kTNrmhSbuwJn6USR5hBOlA/qN+H45XpJoT2/Zrsr9iB7JWEcv06CXNZyFc2X8pNY0v2lVjGCK4X8VjNl9cSIR+dia4X0dQUmpYO1VR6x3QnwiifP9LylOmek6daZYV2grMLb553cBMU0htjHFyELw0Ch3Icgeks2vK/llqDFOlknQJOEQRNnih/ftE2h9/oad/8p1rscxGmX36x9ksMHcjswnNSMvpfa+6l3j4RBhVOt8rfj3Uxf15rtA+yp/qTJcaePNAFLH0QTCfGsIw8oJBLrZdRIq/MXc2vIGWZBnis/T1K9e1dV0mFH9+XSiV3N77Edd/O8YbHqsxybMHhztALeIHNjvLXKNdlwc/vr/og/fpa/r32z8w19+D5bdKJMRTFwNBzbE1eT1Fdwa8PXEO/sY5D/iPYQZ2qmMJWbEwtQ9OexAua3Daps6uSlfyQIgjVFUrkUmvQtRRpc4i2qMooZeCwSZxNo32EwG/ieiWOBk9yRNnNjLsPTbVIaMVQ91uROGPh8ar+PySXWk+tfYy2O8eR2r1EkmId4nzp4CvouH6DFcoWZurbmT9fpqsPx4doISQ8xHYn8LwSLXuci9Ov48Wpy7i+bw0ZEgTCYzvb+Z8HPknLmeZJ72amak+goFG1j/N0/Qfx+1ZVM2RxkNF8TcvytHuET+we4IYnd/K1Qx60XZSsyfZSnpSuStkz+xggegjnF46mk9gy/Sweb5+gP3MGSWs5W3Ov4gtnbOVH51xPpdVd3ROZFnYyaKop8+yKTi61ibHCc1lsowJ/UXb1gcxZ3FP5RA+m6IHGl7nN+UHXtYIny18kCOpsLP4KV+ffzZrCC3he4lf40wOf5k/2TnDHpBLzrVw3XO6KEnYcKV0rkLJW8YLMWXy/8hlMoz8GdjecKYZzF8RYt8iCoEXDngwjj5GG66l0XyNbXDhdVVNUm8/EaaCEMYjj13rKjBdbFLr5qSLx78jqrcNM17bTbB9F17J4YeTEicR5o54U7il4p3oLJ6rNA6Stodh50tUU28W9si8UNYwIpYGA3aVvcqx6H67fCJ2LTqTi9cXX8K7Rt/Ebo3+EoaVx/SYFYyV/sfZ1PC91o4zACQfbmSKXWEGGfmx3BterIoSNToIV1gVMhyXmLWc2PPlJZ/Z79Tv58tR+VNUKo64BoDJb38Wy3MUY+gApa5WkJTD7SJrDCDwqjV38tPFV2n6Z/a27aLSPIgjIWmOoiillZLLbuCD/a/G7iWwgs5UPbkrxrd85yp+vf1fPu/5Z5WM87P87j5e/gOdXEMJnZeF5nFV8XU9vO+4U45WHZKpSUbk6/7tcmHl9D4j/WFmmFgUi7OsOn10Eou928CTvUQNdS6KpJilrJfn05jjanTSX8fziclLWUOx8phMr42eLMalhZbemmPhBswcnBx0ogjdvjEXR2dMxIdqYeoHj/vauqKd0wkshOamsFHPDPukl7uxux8kPQKfe2FU1g673MZy/dAlsyvx7aIumr7otCAuNfmm/eGs749xW/0zYvwp+0CZlDXM6maHIXK8k6Y66oqW63se64g2neQeNTbmXEGnp9hZ8yUOgqSxNVt1oH6dpy+raljNLJjGKEHZ8APL8Oi1nnPljT1UTKGHGxfVmeLjyT2wvf4lj5VsX4D8D4bFGvyiGQqiqxdVDNi/InBXKglXxgza6muQtw+9HVXSEEjDubOcLs/dytH4/pppBU6SaQlqkUDFYmb8KSy/y5bl/4/2HJO61mNmMoae5MPN6NNXC8co4foO14kwA0uYQTWxWFq4NCwo0kqo89LfdOTYknssqcQYZcxmqmpYOmTvHnc6/43g1gsDBdssEQZvB3IVclX8Xrx14J/3Z3oIkXU3yaOWLSP3UjtCAoiQYyV9B99xV0BnMXYiiWOh6nsv7+tjdqPJ3xz7L7fXP0WgfZ87ej6romHqOanM/CaMfqXR0CM+rYOlF1hSeR8LoJ2mNxZk636+yvfwlvlL+Dm2/xMWDCYTjU32gzUcOjfPlqY9QtyW2UVFMNmSet+RYOakTpwqVv9rUz68PvIjB5Jkc9h7lhie/z8ueurkLSKl1LWx+rM0ZAXaFsDnHeCG/N3Jl14aylBNjxg6JVACYpyUqPN7c90oWSxt42BxQdnKg9AO+PfeXOO4UT5b/lX+Z+DC15j4CEXDlA9+i0T6C9Iw7E+h3l7+LD697EzuqNTxfDlzfr3GifBeN9sGQg6c1Dz8nUFDR9SK6miKfXn/SMuDINC3HH637Ywaz5xIxwJvGELpW4G82vZfB3IVcnJdyYq04BdhJWS+mMrGQhqErZRRW7Ag8PL9MJI+0kBdrIVP+0ukZjdHcpZynPIcgxEIqioqpZsJ7uyioLMteyKrCdWhaNoz4lRnJnRcrGwB8ZuJj/OP4l7it9RQAxdQ6LlTPYaqtcGv7Jqnrmr8SRTWZqj7EMecxdC1HPr0eRTFIKDn21W+VGErh4bhTaKoVR3BPlO/ihLsdQ8uBCFAUS6aWFZWrzctiShNdTXF9+gbS1lCcimnahynXd9C0D3N57rf4+02/yWT1ETy/jB/YzDX28Ej1i/G7iWymvp0Z28CvBLR9mY5bWXi+5D7Co94+Eb9HXcsyXn+MffVbkcDrLrmmUKvX9xvcXf8891c+Pe+9KeGCbRD4TUyjn3cu/wOW5y6L59p8hQRFsWi0j7LJuBrbK1Fp7OGc7KuR8jJ5vlq6l3JjT1ze3mgfZP48lBXWciHupCi7h1IQ/vbC6tKe+yjmvEOJIkv7w7XBdieYqT2G0jX+o6hXJ+Ls002wGTYgvCZa3v6jaUbJx3eteU1XFeDSpihGF2xDmqpmehy7hRySv7RfnIlws1TIpTZKeb/mvtNanzsmx/Ta9HNiSinfqzLnHjzt658ufSV+z1F0KGrfhuLL2crWJa8OgiZtZxxVTeF5ZdruHOcU3konEt/BZXXvpZGjpi5Bm9MDO/Iq7Gh8v1Mopei8dfctfGbiMwDoWoYgaBAIlz2tMm3nBI/Xvk7LmcUJ6gylt+ILm5pzgqRWJEAw19qHK6T0YqM9zmTtCTLJ1fJgrejscG+m3j5BPrU+xrD2pTbgBzZPuz9jqrmDQHgkzWWsF2dhixp+4HDQvZ+d/l2oiipJdkNNckkhdQIRtAmCOkHQpNI6zOPuj/l25avM1B7rPLqi07AniIjst+Rfzcr81eTTZyCEzWxjNwoKQ9nzGMxdiGUO8aFVL+D8/Bvx/Tp/ffDPedT+PrY7IwsRtRTZ0Mn3AwdDL7A6dVk4zvyQoivLocrt2G6JhNE3b94r1FpHmKk9yX3TLWoPt3jiwAhT7JOHZM1EUQxe2fdejtqPLDlWTurEbVCXc92rp5loBhwp30K5voNac28ceg2HTRemR2Mge64kw0uuiwfN3dV/4gPP/HXXhhJFwzpRJMsYQVPMBQDpbhMiwAlEF0C1YwdKP+BI+eaez2Q0QZ62Jyr3hNg4P3zZnZLdm6v7mWgp3FX7bMwnJMGoqRC4HaWNezcr15sJMW4TlOtPc1n2bTGYdeln8HjuUJO3D74ACLgs/UZekf91AuHx7RMlSo297LB/iq4VKKQ3o4Vpq647LHnvRX8vPI0uvpl2aE8Wu3LpSliF6cbTzCqVkJlb0HYm8YSNrhXIptZjGUU8YbMu2MxgZhuZ5DqK2S38y6aLuTb9pvheEafT/tL3aLQPMl19hO9VP8tfH/k0tlshZQxQah/A0HLoepGWMxunhjU1xZ7St3C8OfpS6ylmt4SOx6Ee+pla6wi2OymdCkVlJLWNIGhzh3MfzfZRWs44tjvJo84BZutP43q9J1ZNy/Frq7PcdLQeO1FJayDEO/U6w5Kypcn7Dt7MK764nH5L8Jcb38ejzx/m4xtfh6r2iij7fj3kb5sgZS3nX7a8g7OKr2MwdyH5TCRx54cV0IvreUa2Jf0y3rSmSisooceqH712Se7XuCj3a6zQ+kgY/SiKwVON7zGYO59Kcx/HyrfGupJCOFydf3dI2dD7m3ITWVxAXOBxdf7d/ONZf0Q+s7nrYCGjGT08iyH7eTQGHa8aR94ip0fgSfb9ruIAXcstiIp1nEItJKyOsE3PPs0oub1yKIoZ87p9dfovTkn0GvFLztfcjDaYX9r/GRNCkpTX25JXTJJqy7XwdK1lH2N35XthEZPCQO7csEjm2ZjCquILwwIXI/40KdL8uPqpk14pMecqAp8tiZews/FDorHclz0nnJfqggOBlOM7ddU1+JI0WDVDvHeNmZokcU8Y/aiK5Ccz1CT31z4v7y0CXHeO89SrcII6qqIzap1NxT3GCXU/aWuIrDJIf3ojSXMwLkhQFI1a6xieL0XnK80DCBFwSN1DuXWQDeqlDFgb5f29Mq7f4CHn+8w19pJJjBIIefjVSTCc3EIutY4gsDuFjV3roOvOUW8exPYqvf0i2rheNS7uGhQDJMhguxXSidVkEqPk0ht4W/81/MO652HoaT559ChPNb4X97GiqGhqKlz/HU5U7sd2J3C9Eo47za7yTZ13bA4ihI+p59DUBEY335xikkmuDdVofB7yb+ELj6xjXz1JqXWACwpvI20Ms6pwHU8Fz5xUleOkTtxoWsc+FC3Up+M8+MzWniIIWnGVTdR5vQu+v4AuxHFn5Aabu2BJDIuiqCxPKbRivM5SJgl5A+F1nVK0UMC7AyyMbFflO/yvgx/uceyCoMm12XfwlW2/SS61tORFN1bscfsHuH4dTUtzRf5drC6+OP6bbIdGEDR59Y6fUTAFmpbhgebXOH9AxzIK7AruIZdaTcuZ5uLMG/jetuv4ndG389r+dyzBv3a6JujwiJ08knd6d/PQVItlSp/kZ0InipCszV1Ho32cRvsgM/Ud3Nn4AqXmPiDkZmub3O/9dMl7K2g47ixB4JAwiuTUZbScSUwjy0D6TDy/SRA41FvH8PwKljHCBbm34gatOM3WPVazqQ0yMhWmGYXwOFi+BVA5Xr5LRleFTMXtLH1tiSgl/Onhh7mv9fXwvzSE8HsW5U7fyP6drj7Mz+r/jC9gug0ff2wNXzvcJptcwVjhuWGkTPT0fdoaYsZRmQ0OM119hErIRRT3jWqST5/RNRY6aWmBx87mj3nFU08xW99FsESk5/7KJ3mw8s/c599N0ijKknuvynOMa0maw+hagXprP54vo2yX9udYaVzQdQdtQQQtcsoUdN65/I9ZW7ye8ws5mr6CqkQHh442rnRipYIEIsDQcuHcjLROJet+pwJcwfPKZJMr0bQsQrgMZ87mrMzLep4tnVgRO69yfZlPz3P6FgRNiqn1ITlrZKdaA5VQM/GX9n/bEuYAKXOQILBl5Ds+GDybaBxxZgFESLj97ExV07SDCqD2RGclTGBhUVrnuhQf2/x7rMxfBQieaNzUw7X4K9nradrTRDJ4q4ovlHMm/I2IJaLbFMVccCCT0cq1/NHa94W66BqB8HC8Cq5fB1TmGnskb6likk+tJZ/ZzHl9SZl5ER4tqqzWL2J9cCZJtUhAQCACyVGqmuhagpY9Q196A8XkWlTVJJMYI20OMdN+BlXROa7s5Vj9wbhVmmrieLUe9oSUNciJ2kMoqLwi+yoUxSBjjYTrcIdQO9rrFlLGKETqPgoKVaXOCftJDD1NIbGal6avp2iu4aPHv8jbdv4rteZenqp8HcedlaS7ioHnt8I7qSRCnJrsc0kBIw998vBoexUqjd20nXFsd4Lp6qNxS4RwqLf2h4GFBH5gc+eEi6rApYlXc8h/lJw6QoIMk/bTMeflYnbSqoNvVW/nfQc3MZg8PU5gTcuhqylsdzKkp9AXSPwsZqqaIQjqtJ1xJrzqkk6F71f5oz1/0fX3iIdJIZ1YzfNSN/KDyifD1F0JJSQ+DIRHyhqUg1Mx41L0hZVJPU/Dz6qf4MHdq6i1ThZC7yZhlelPIVySGFxunMtZhS38qPzXPVVrc7Un+dsTGdZnr+Ntw5vZWQ7QVIsz1at40XCBM3IOzz3zCHoyIGcN8OWDUTTwP2a9XHI/j5xXJJfmk02MMi7mSFqD1JqSrbrhTuJpsi9zqU0k9AJuIEPrteZ+TGOAtZlmzDG32P0jqSXfr6OpK8mKPgwth6rorOMcppWnyCSXI4RPoy0VH55o3MRo9gIiCSh56tXx/Rp/tvo13DHuckj8RD6vCJDSbR32/1P1QhC0mW7tBODGgQ9yU+mTstw9vEcmuS6EEahElVzSIXH4b/s+R9sZR9fy+EGb63Lv5Ixcmn8o377gd2aqj/PHB+fiA5B0SGXKVEa/pPMs+Q7lNd3vtO2c4LgziaEX4+KD3lO6j8R8WExU7idyvFPWSu5wb6HZPgqKTtJaLis2FZVPT3133inQR3IqRY6Z7FO5yKksTytk63383ZG/Cr/XO/c9vxLfRxZPiB7ca2QJox8/sMmlVjNX247Ao1zfRdJahi08jlfu5YTyIJfm38kDlX+SaeoQyiF5nKLUazTOn300ricVc1q2+LP80v7Pm+NVpdwgCr5XJRq3P18au3fsGPrAgkjrUhYELaZr2ymk1zPX5QS2vQoiWDySLa+z+faxOqoqnZNIlebM4muY8p7hO/Wfxm1Q0DlauSvex1Q1w4r8Fcy2I6x5KnZGG+35pNKClj3DmrRP2ykxVriKcvsQzfbReF2JnMOUtYxAuBTNNfxb6XHsoIqmWDS8KTzNxlVHMUgiCGi4k+STK2k4UyhouH6Zuj3BQHKTPIjrWcqtgwgRsCJ7Kf3BKHP6fkw9i1ObkVRRqKiqTqn+NIpiYBl9mHoeA4vv1r+LoujM1uW6HM35iFtuAT4WnaQ1FkodSsmxplKP1SJcvY+ftm6m5c7Rcibjg7zEZKsyKqmlsIw8SVPSYrl+A1MvSNJ6vYDtTMk1OuSjlMVekZZ6QkZ0uwofB7Ln4QkHQ02ySbmU165W+NODe2irdXRS7C19VyrlKDonk0A9qXc2U9/BfSeGOVI/GRt/p5uCoI3jzQEqjjtF2xkPmeAXOwV3UWwEnWifegrMSW+6NVId0Gg5k1w5bDAYM6vLKIfrV1mTvVryXXkNUtZQyM+z+CmoA3TUEKJNtfnMKSd+nPYR7bCzfW6pfISLBlR+bb2sioxOgNfmf59Mci0TlXtoUeVVa8b59Jv3c+iGS/nJa6Z43437eOlLj5Jeq6Al4daJIl+cCx2QJWV9To+zuUOc2ptS6KRZTx6t0LUsCXOIXGo9aXWAplLH81soiny+EWsrLbeEqpi0nFnmGpIxO3KCHXeGT+9NLekUryxcS9IaI5fegGkMkNVHsIRFNjHKgLmRM9NFiqn1OG6NIfMMcqnVcqIrOkfKtxFNXFnSX6OQOYsbVo8z2yVzJJ0hO3xXnUiaxHmZPWDXTscFtOxxHK/Mg/4TeH5NHk4UHV0r0J/YgKIYqDHFhQjvpYaHGMnNJ0Sb2+qf4dPjn+7q99730x3BlqaG0T2JI622jvQoDMSagF1cUqqis6bwvB4alO5UpMTARIUqgqZ9hOnqw119Ezm6LqX6djrSYN3WKXTx/EpIKVLlg3v+KhSZ7sXKqWqGdGINSg+Gtnuh7eZXM7G9Cm3nBHO17VjGICDlzyTNiqyADoI6252fzoNpRA6c/O+fV1nwP1KZ2H2P/1gE/Zf281oQOIieDMR/zGSaXM7DVxV/k8Hchad5pYTvRBxnkZl6NtaAXeq62yp/H5IFRybYWfoGqmLQ9sq9c1p0sKKZxBgnao/Ea0mHGkftKpLrPJnjzvDRw8dw3Bkmao+SsUZC/HdEsq2GFeEqG/WrmGw+hYaBoSYpNfexUjuPlFIkFWSYaD3Fkfp9OK48+NluOS6W8wObinuMIKjTcqZxvTKj2Qs4Vn+QHe0fEQQyZWqZQ7w091bWZZ6LriVZW3wxQrjYzhSOV6EmpqnUd0vcs/DIJlcxmD2bDhn+YpXvgqZ9GIFgVeE6MsnlzPgH0LUk1+d+jY3KxZSbBzG0NPM1SoOgRSCcsNgjJPgPHPLJlZhGFkVRcUIIjqKoFFPrSSdWM5S7gJS1PNyP6mEfynUlm9rAcu0cHLdGuXmQBxtf5d4Zg7O19Rwu38ZE5R4EHstzl2Hq+ZM6/Cdd4fygze/tv4XbndvCh1la+kGmh2Tp9Gjh8nhTsd05ktayeRtjl4QWvem8U7Fm93I1hYu1oiICh09OPMVUj7i13LAO1e9iJH0O/alNVFuHaLSP9mg+ylPGKlLWqngy/LzA46iPdK3AtK0w3jbQtSwjuQuwjBH2qTsx9SzZ1AYuUs/jvvEh9GGL/HkayU0JtMEEiq4SNAJ+dPcavjB+iOnqI10h28jm999ijtlCU+JTSgcPZxoDaFp6Xhnz4k6dHzhYeo62qDDh7ZJh3rB4Yl/5h/iBzZrcNQxmzmRl7kpZGSwcREjWer/7VNcm22vHaw9gh6S7AO2gwhFlJ+vUi/Fx+dLM55hr7KbljHO8+SgqKqaeRVX1nvelKCZvGv7vfGrDy9g/V2C7d0vnqbScpL4JFT66+1AIByHsnjGmaTlSiRVEEIBDpR8TFY5ckHszW7Kv5Ej5jvCUH8TjWt6/izIDSefh+9U4LdI97nOpTXF1VLfEDsi0bcQSPpI5lxX5q8mmNvRQb3SeRWE4vY3vn7eiZ4xLnjJJnLtwU+smDYa2M9l18hMhI3n3+JpffdlZNC1jAF1bWJkpgjYbEs8FoqhC79jaULyhU00qnHgdyCRXc0b6xfI6V6Zhu6vAe51eGWkZyV8a9k1nY1vKKeulL4l0kTUS5tCi3z+ZLdBBFkGccvml/Z81GUn5xVGudKAogimnGcIETteUEMTfmSeBiBR9nq35zDWeod48GOPeJCQkIq51qTb3zYsUyt+NDkPLC9fG80EJsx/bqzehqCa+X2Wq+jiSZqVINrUByyiiKxa6muSJxk30JTewTqwjEAFjmQvZ3boFkyQ1tYSuJTCNLCszl3G5/vz4+SOCez+wURSpq6ooOhX3GAoqG5PXMpLahufX8QOHS4d0bihuoN46TCOYQVUtDKMPRdGZrD3OQO5c/KCJwKdhj4cFdvJ9L9Qj19C1bKhFazHTfoZKfTdT1Ud4efZX+dz1h3ntijyCgJYzE2qgy3XYCPFzy3IXEwRtDD2FqaXx/Bal5j48v0U+uUoGnxQdTU0xW9+J57cw1QzLUufE+OKmPUXCHEJREhTNNWy1lvGSzOtZmb0c15vhE8c/yvdr/4qIiwUTVL0T6FripAeRk45EIdrMVB9nsYrIBd/Fw9AKeH6VUusAQtgUM1sJhEvDnpyX/5cnpIXpnlPZUilAFU1L8ZF1Z/APe9dyW+Xvuy7RSZr9WEoGA4tE7rm0RRXbl6B8J9wsmvaREG+ztMe7lMkceKdtCXOUtjPOXx36B/rSmxjNXsRripeQG7qar03v50TrEf5g5W/zgefs5a/u3IA/baONplAHswjbJZi1cauCJ8sG28tfRabmmnJwiqWwbWrPZ0u99MU+vzT1GgpagoeDBzleno4n9vxIyVB2Gy2vTKm5nyBwyKVW96SiJanrCfa5P2Ygu5VyeAJLWssxtDTV5h4Oln6ySNvDfvSbJK0xTCNL25mj1NyPEB71xAR+4JBNjKGwgrZXJqEXsMNFLKqEjsaTpqZ4y9oWVzx/gj/78roQWwagYOo5cokVpNWBeadc+YxRuliaLChoBgvHqKKYbG/9gJXpy0iYA7Ts8Xjs6FpB6nouKt6+uF1mvoxDymEmFS2s7tVQNQk21rUcggBTy3K8fKcE7QcO9ETIomh5ktn2Xv7o8fO6Todywda0TBjij9Kh86u/O6onnfeqhZE/FQWpA2roxZ5NQkFHUc24oi66bv543N38KSg6CHmPiIJE4HG08QBmiGN1vVJ8bb11gCdah7CMEWx3koS5jP7UJhJKjv2l7y3al7ON3XFqHXxMfRC/yzGM4BvymbtP3SKUG9NOWw5L1/vwvYhbqvcEL/DiKIT8zcV5NX9p/3lMVTNUlTrT1e2n/jJyLcgmV5LVRzhauSPe76rNQz93oYvnV0hZK7vooCQkxNAHuDL9Ru6ofYYgqCO5FnWCoI6m5WJt8bf0X85H7UMhJstDURKIkPJGqouk8DxZnOOFMoYtZxLL6CNlDeIGTXaqTzKibKTMBIOpM5j0drFcO4e0MYihpGL5rr70RmZqj8mIFSqqKvnmgsDBD9q07BmJq1MazLkHSSfGSOp9ND2Fu2Ylf+lsfRf51Hqa9hS+aJMw+qnbUoJQ1/KgqMw1dsf9I4SNpuUkjY/wSSdWkrXGSKlFRq2zqYlp0uYQ5eZBthY1ytNJnpiTkluOVyUQbszhaehpvCBPw5sml1rLhdoLaGKzNyH9GduvskI9G9us4vltWs4kKWsZQgRUnWO03VJMZ+ILBxEEmHqBsnOYL1fuCNsbwrr8Jstyz+GM5Ou42/keDXucavMA5+Vezwmzo8k+306Za5Avdj6AW2Nd8YYuRYNO3l5R9Nhh8wNb6luKoMs50hgrPHeeFNTp2hILoPA4N3MjWcNjLNGJAsjfsFEVA4cmM/4BKt5RnKDOBvVSRjLn0J/ZAsic+nxW9dO3oEc6qR3y93h+manqI7wqfwm/vnGC9zx/D/9t1SqyyeWMpQRmH4w3A970mTVUH2jjH5pDGZUgcbuiszbt95ANK4oqN8FF7WSOtrbIvzsUFPc2vsykX6PUOkDCXBaG0nsdOE1LM1F9jErzAEHgEARhKnWRc4AQbWyviqaZQIDtzjFgbWRl4XlkU+tYLMIXtSUQLp7fwvXrxEoNIsDUs5SbB1EUlXr7KNPVR8kbK0iZA0RRomg8eX6Z399V4oFbhtlZcuNUtqJY5BIrKDX3M2Pv6Wl7RCuSSa4KyTWLgCZ1YOPIkiSQ1PW+0GEd50T78ZDxP6TTUBIxP6Km5XorMRexjcVfwTSG+Gn5b9hd+gYRyXNkqppEVfSQV8zHNAaIpLckJ1T0DB0ut0b7EN+d+5v4pK6Hc62Xp22x8bLY/IpwRFH0S8SRtCgF/d7VH+TjZ743JEiVupW6lo2LecKeCytPpfSV681IjIk5RGfOgOdX57VNOmJyAxK0nRPMNp9hIqSkkRtVb5RNtk8+SyGc393Wm1EQYVSxi8YnPAkvZt2VtPJe7S6Ix1IOmrJodPKX9p/PTD3Ho5UvnjQr1TGFF2Tfjhe0JHOCiDCayknUP07HBLY3PzoOZ2dewWcuq5NJjMVwjshpFKKTVv74xDdj/CjAivxVXJl/p3TmhBPiunKMFq4iZY2xPHcZQgQ4XhU/cBhVz6LkHKSt1FkZbMAVTXL6GKMMoGIw295L25nlx9VPkdPHkCnbGk1nmkpjD5pqEggZibPdSVxvlkpwnHr7BAm9wLC6kWcqflgRq8WKPIKA/vQZWEYeVTEkCbpf7sKMRftKr5Sk7ZYIhEufGGEkGCWt9FNuHmQwfRbXr5ji4YkhPjfxETy/iaKoWFqeXGo1upajaU/i+3Vst4zj1ng8uJ3Dyi5sv0rLmyMQHvucu2m7JdLWEJnkCgLh4ngVLjBeHFNYCWHLjJXw8IImuhau8SJgVfF5SHqpAm8bPJfjzDBsncVA5iyCoMmT9e8wyJolR8NpAUYWOls+h6t30rYnSCdWxqz9sjJDDs6+7NnUmvupuL0n2lxqPX+64nJS1jCqmgxDn8oCNumEOcrKwvNPuQmC3PwvyA7xVzsFX5r8i/jzSA+vVH+K8fpjDGrr0VSLtldmb3A/NW+CcvNACPrsrWpc2pQeLIKs1NO6GO57HSBDLzLZ9BkYqmMMaNw+qaKi8t49n+MD39zA7fYj3OPdz67DQzjHHILtR3GnfbIbAp4zNkVBWxH2ixYTv0qnKrc4fmtR8xf5d2eQu94MO73bcP1GiOGa98SKQTa5UpI9dqUIHa8Girpoqqra3IftVkKuoSZHqnfzhr5LuLHwqwzlLlgk5C3Ndqbos9YxmNmGEB6B8Kg291Fvn8D1ZpgJWfkFgqOVO5iuPsxg7gII0/nRGHqi/Hn+59Pw781/i8ekEDa6kmB95lpst8JA7lw6YfM02dTamMKkkFqDgkLKGmJb5pVoWk7i9VKrEcKL299oHY7T2WuLLwn5AiUIOGH0oywxxSxjBFVNcba6kWKqt4pMOmm+VF8IHGx3giBo0XamcP1qjBuNvjf/fXYD+RX0MLIlYqer815lleniup6Ss64je9ebplCUsKxfBEy1Ar57tBkSScvnlUTGHVycwA9xHVGETqaWJWWHQNeLOKFyyHzrcMJJazsnQv46hXRiDLoWbAU9bLMcB5X6bmx3MgS3L25BF2ZSXqfOo/Xp/q7dk5mQvIstUtaqJSEMkioCTm99+aX9/9UUxcQL5nMSntz6LTPGwwk8NhRfEVbK/zypXo1iZptU3NGLPZAkgGNiF/+yZxm11mGkPGIzbmt31K/S2EX3WKz7Uyw3M/G6YulFhPBQMdBUk6nmDlLWMgwtg+e3aCpVDC3NULAMA42CImEbTytPoaKxKnEJCbOfLdlXcGPxXEDgeHMkzX4URac/uYn+zFloagJdy7Ox+CpWKFtQUPECm8POQ9zu3I2pF5Cciya19gn8oE3dnsAMi6giKcFcYnm4L/khPKif87OvJ5daRya5mrHcJeiqxZwywSPODzhcvwdV1bGDKi97ZIpf2/XtHqdvrrUXz2+RToygKibpxAr8wCFtDWFpeaYa2+PsotSJncUy8gjho6tJ/MDB1PPc0/wKUqkiga4X6UtvYmP2BQgRhGpBKgJPVvVay/C8MkNWwN727Rys3oYb7luuN8OT5X9dclScJup3ISO5piaQQrEH49RDIb2ZdGI1fuBIugc82u5cD91BtfkMv7njr6k198Y8W4XMWdx80dvZWHxV/L3LkjfygeUXM5a96CTtUuJN5s7GPn5W/UTY1igyIx0zKSquMhMcIKkW6bc2hJQUOxcBep66L4IukGExc6ZkmI4LBnonluuV2OvM8KVH13Ho/jTjLYe2V0FTLb5VvYNX5i7ivivWoiAQHvjTNooOalKj2NfkysRmXtn3hwzlLmAwdx651Fouzr+dKzNv49z8G0LOm9MzuQlH7et9p9WmxBZJHdoAXe9DEsCOMJg9G8et4fv1ODyvawXOT736JBVfkoMown95fpmvlh7hx817SGmL44QUdDYUXx6W5Mvw8jtHf4eh3AUYoSJB2loWCj9r8eFiuvpwWFQQxFGslLWKlckUbXeWaMHUtCzHy3dwsHk36cQISpgi1LQMmmoyaG0mCByqjb3MNZ7BMofw/BYHvAcw9RxJcwBTzWDpRfLp9RQyZ6HpubDE/wVMtndQaexBVRPoWgLHqy2oYou4Bw09TRC0+ObsX7KSbWwtvJHOuLVjjCmxBrGQVc/mMClrmKS1fN7BY/Gp/NLieylkziCfPoP+7LYQ69WZHwIfITyGchfPOxD4eF6pq5q0c5iLQN4KOpflf4t/b98qGfJ7qIQWyk9JRyzCqXXrnCroamKRcSQdbElcuhhGU8QpIUmnoCAQ6Fqqs8EpOp3ikJNbt/LJ0tjcxYDTgqZ9bEHKvNth7uYt/KX957RurOZpXsFt9v0sy5xHdCgySYbSfT+fmVqa5bkrcLxK13iTe89E5R4+tP/PEKJNylq15D2ijEG0Drh+gye8A5JEF41AuIjA4UT1frLmKAmzT2ZIgjaOV6YpSmT1EUrKHI/6NzPlPYOPiyua9LGcBiVZRCgyJDX5i5G2cTa5Ck0xaISa2J5f4dr0GWwyh2T6NmjRdKbRSZBLrCBlLUNBk46QmqJpH2Oici+N1mE0LYcfNJmt7widVCXOVD23b5gL9BeRMgbQMFgjtpEVfQSBhwizQ6uV8zhYvS0sXpRkwZqawPWbVJv7sLQsmmrSdmaleoVw0TBYnrmY9dnrUBWdkez5kv7IXEZAgCCgmFrHytTFZBKjOF6NjLWMc9OvZq65l0PN+zD1nDwMChvQeDK4A9sts6H4ci4aKPPG/jfg+3Ua7Yl4TVrqUAk/Z+lWBICXkjdmqMMI5cYe8okVCOGRS60haS3H9ZskjMEw9arMw8HJxbBcf5qXP/k9jjUfjn/jtso/8M4dfx5qqS5uq4ov4L0r3wVorGMlbxl+H51oXieq5/sNGdFpH6XsHmGi8QSVxq6fu3ih+7pyYw+KopK0xlAUC1W10LVCXJWma1maap0P7Psc5911K7c2/hVV0fm1oTfy1TMv4HfOHGf0Moezt03gtVUaxxT0Pg0loWFkfA42GzwmnmSzcglAKMUCs8osu1o/DcHe822JdKWwWQpMKxeoMqpqkEttRAs3IMebY67xTFjZ48VUJ55fw8KIo7DAklHBKK3W9Gc5Xr6Lw+XbFsEeKry48PtkRIGZ+tNMVO5H4PGV0g/JaiMEwiWdWInj1XDcWQrpzWEETmJB5ElMxCfOixKv4PfPnAsXpugZg1DPV8NUM8w196KoCfygies3OFS5laQ5iGkM4Ps1MtYIrtfAcWvkEiviULiUYFPRFZOV2csRQZuWX8LxamhahmJqHY32OK43G09CeZDQyYRar432UWT5eZLL8sPc+ZKAVcUXRC3tcngCUtbKqIdJGkVGrK30JzfNKzvvdVKid/Gjyico13fh+W2G9E389sjbeN3gB1lbvD4co4IgaLFVuZxluYvDq6MUqOSym/8bESYzm1rHKjNPqbkf369JWqElI8ORTmuH265jYlESXcl4PhCmhQMWIzuOrOVMh+TePm1nMoQEKF0A91NFwSRBcEfr9uTfXWgRqLrjuEVYF9//j9MD/dL+/2Baj9rM6dhE7VHWBJvZULwB36tSERO0nOlTX7iI6XqeSuswCSXXE3xYW3wx2dT6nu96MdXGfFPiyvMX5N/LWOG51Jr72Fu7JSwS8vGDKAUbcKJyr4S3eHU8bw5VTVBxjiBEgEWCtjOHqhiM1x+j5ZVJiiSuaBEIjwM8Rt3rOCC6YqKpFn5IzyEdYsEXp/+VW+070fU+lllnsyZ7NbPtvWHVZ03Csqw1+MJB1+X8lITGjRAq0vEnhLDRVJPPTH+XfepONigXUvaOcljZxfbqTbScSUbS53Bx9q34io+IaYjk3E1b8nBfzJzFgLoWz29yfua1rCxcTU4fZc7ez5HavTi06LPW4QR1ND3HVH0Hc7XtuF6DhjPFvtrP4uherX2cx+pfw/NkWjdh9oVBB6l1O1N7jGxyBR9eu4FN58xw+WCApmVw3BlEmEHRT1LJ/KycuGiBdtwpbHc6jIY4jCalhFQxs5nZxh6S1iCaauH5bUwti+s30FQL0xjsIjzUutI4glpz7zzdzlOfnE/UHuFjxz8L+BwRE1w9LMJHkv+bS20iSt8IAtr2BOX6jhh/030amW/z07uLm4KqmLh+E8eroKkJgqCJ51dCksMCZ2Sv53+sXYnr16m39uP6dX5j8EauHbZ5uppGUwMae3wCV+HwkSK5i5KoGQPR9rnl0dU84v6YQ6WfcF/9i9Tax3HcKR6qfIYd5a/RssfDMvX5m8pSVU8n14oUCAw1ies3pGhxiLvy/BrzI3iKovG0uBfX68jJLAnUDQdzIFySYSStO+UlTeWh4HYeK382xJv4qGqKmdpjHCj/O7Y7xznWS+hPbcIyBmm70rkEiaOKyv8jy6sJ2p5OOq4ylDgUz69geyXafpmx7EVkwnSc5A/SaTnTsT7hbH0ngoCmfYwVyhbO0a5DUy2SRpGkXkBRNA5VbkXgUbcncNxp0tYwhpqkkFpL5IwlzFEMLSPTseZyqs19XWkOm5IdkDvfYDSQaVWpO5sjGscymigrXD3hcLh+D1XnmBSmRu9xnKJ/R+8i6stG+yA7S1/j7478NXe4dwPwwTW/j2nIKPKsUublmSvC6OugdIxj+pKF6fLh/KX88JyXUHFd/KANCPygzYXZN4ct7cbq9VZEz7diZlu4OfbS30hqhonw2bUl1VxUNUNfehOeXw7b6iN1ck9veZNt9cO5Wz7FtzVeP/SHYSXxoq3p+vdiqe5f2n9mk+oPCUYLV53W9z2/zJ3VT3Ks+RACj2PlW08TT7fQhjJb6E9tYl/lxz2fHyj9gKY9Sffccb0y0XxT1QxJazmKYnJe4df4wrY/YLRwOef1p3hN/koinKuCzkj+CvLJleFcC2JsXQTOTxhFWvY0c/Z+DGFyZfK1qIpBX2oj6/SLOcBj6IpFOjHCVOVhvly6g2JqHUJ4OH6DausIU43tPRmKljNJpX2I0cwFJEUaAwtV1elXV4fYOZXJxlOSNqYLzlPInIGu9To3qpqUvoaWZrz+GAEC129Qtg/FUlmz7b08Zf+YE2I3bxx8F+uKL4u5RautQ7jeLI5Xoz8YAEXl0frXcEWThj9N055EVxPM2HuYtffGRX5B4JC0loV4PZ1iah2GmsTz6xh6OiQul4fVchg5TFmr6MueDUiH+btHVWb3J7npiN+VvfTRtAwbUtcuOS6elRPXu0n7IQg7w97St1EUlUB42O4EteY+Ulp/yK3ihhvhZAgc1ClkthDpPZ7aUepYj64kMlccneCP+9v528NH6JyIDT624VcoZs4CJHXJ/HSHPKUvvrH4fiNOyXQkq7rTpVr4vTpB0CYQTrwBqGoSz5vD8ys8Xb2J1z35GVlSjc5L8u9kWUrw/WMGf3b0Z/zufQN86I713PXkCnaW8ti7GqArBA2fB2ZNkkYfUZFEVG3Y4T4KwsqjdNwv3YLNz9Y0LU2tfZxcYgW6no/vJSMg8/QzFZPZ+i4so7jgFNi5n3RGBIK1xReT1qVDJaueasyP8kxXH+65Xo43LU4/PFD/VyZrj2PoaVr2sVCKSpfpUC3dc23e1BntqzKmnNXzuaqmsfQiq/WLyNBPwVzFYO58QOD71Z4FVoh2CJrVaClNdgR34QYt0voQQ6wnpfWTTa5CVVPhAURQbexlovoY61QZ1ZJgfxVDT5O2hjhWvoOoOtQ0+lEUjQPtKg99u8DZGTm+fb+GFZ5ehXAJgoZcTFWTpj2FZeRp2pM02sdJWmOoXQoKwZJEyvJN5tPrma5LjeEvzN4rfwOPJ8pf5EeNR3lO/ndwvHKveH0IyI6KPwC2cRktX+NO+6Y40uT7VR5v3sRo4co4fZm0lpFOrGapea5rBcr1ndhuRAq++HyUUWC5XsznXpMVbE+jKGZIcVIgl1o3jzJn6XVGUROnHWFRFI1tfRp6Tzq4uy2LVbcvzfH4S/vPZH4YrQpoenOc7t4lhHPa1c4nsxPle9EVi1xqLZqWo5DZwmsG/zuWMRJGq+XciYoGE+Yo6cQaMokxDC3NYPZciiLHXx85xGTtCf7u6D/z8ROf7rQTj+XKGXxq4wv41f73YOp9EpcceAxmziSXWkPLmaY/cwY5awwNjfefoZBQcxTUURShUlRX4AkbQ00i8PACG1+4GFqOljMro3mKznAonZm0llNIbyQIPJr+DGVFYrI11aIsjiOExw25t4SFDC255isGhcwWLC2L7ZaBzkEzCJrUWwdwgxaaavJk+4f4vkOjLe/leSWa9jhnWs9nVNlM1fGxSIUFmR596U2kE6uxvQp3Vf4RVdFJWoOUWgewvSqF9HqECKi1DlNrRsUhAZZRwHbnqDYPkTIGGVE3EwhXkgEHHhuyCwXsHb9GqS6ramvN/Xy//g3ecfcQe8Rhrsj+RryG+n6d7eUvLTkuFCHEkqGZKF2j632nhQXIJNeFQG+fYmZrDOgsJFcxWXsiHGiKrIAUAV7QJPCbC5yr1cUXc6j07/SShab4ytnv5t0Hbmeycn93K1EUK8ZqddtY4bmMVx+Mnc9exYJTm6qmYnHgbqUDVU127qmYcpNTpPTUyVK0FxR+g29f6XNotsC1D/1rfBpR1RSvKP4edc/ljWtMrllzHM/T2Hb7QwDztGol8FoJ8/8RlctG7XIyJNnB/czUn17Qr4s/u1S6cLwagXDC8HSWNblrOFD9mXSyFUmYOn9zyqY24HoN2s6Jk/arqmbYnL+ev9+4nG8csfjc+IcoZLbwwuQNfGP270+rzD6X2kTDHsf3q1JNwJkhaQ7TdmfR1AQCye4tI3Ky/1cWns99V41RbSZ47sNPMFl5CMl9JNnWVTWDZRRQ0MgmRpms3B9WZ0XUFB2mc0UxGc1fDoAvXCrtQxSTa3GDFimtn3ZQYar6KJqWIWn202gfp5DeSKm+k3x6I432BJnEKIIAqTQx3oM1UxQDQy+QtkYo1Z8K+zOalj6mMUTKGqJc34WmpXle9je5z/k+tWZIEYAepkgculOWvWNGphcj9Yfez6N3leL87Bt5uCKj24u9SxG0KWTO5H2jL+eWySp3VD664Huyj6Uaw7riDVyd2MoXpz8ZryG6VsDzy1IvWbVo2odR0BnMnc9U9cF5d5v/PBqDufOYrj6GpqXDTaYzhiRFQjeVymL36QiRR/eUPHynSy/UKc6QmpzPnpbol/af21Q1xWD27Hl70f8ZO7vwZjQMzk2O8K4zSlxy7/d6nMRCZguVxh6GcxexjnPYzxNMVh9C13K43iyWMdyjLDKQPQ9feKzUz2U5w/zbjUfY+8wgVz7wQxrtg5I/FT+k5TjAcPZcPNEmEB6rlfPYad/MhdYN7OJBDCVFXhmhRZVpezdrzcvYb99DvbU/hr2MZi+i4h6l0thFOrEGTTXJmMP0s4qmUkXDQBAw7e6hXN9FylqOoaeoNvaiaimGs+fwu8NX83fjP2G6+giSYiyNoWVoOyfQtQJjuUtwRZNS6wCaaoXOt0LSGmNN6kreOLSBWyZq7BD34QYtqi0ZqetLbSSrDnGwdgeZxCiuJw+oGWskLjSw3UqIdy6hqklJa6VlWJW9kop3FFPLULWP05/YQMk+iO1WeiiOoIO/jbMd8R4qFXVEyK+qaTkuz7yVB5pfw15Ct/m0InERQ3w3weja4vWsLV5PRPy5tng99dYBIkqSy/QX4gc2upag7VdjugMFjbYzjuPO4PvVeBN6y8gf0Zc9B4CKe6yL/V5aENh84kCd6dp8fh5VRgEXCVEfL9/ey2N2Gg5cb/Ver3MiU1Ud3JWu98lNQ8+xLH8RWhf9QCda0InmnZca4d/2LuddO8td1awgAodvz/09N1f/kT85vJ1vPrOSO48uIwhc6u0TyM0iQcIcDaODkmIiiiSW6tu5tn+Qj1/Y4qtnXs77V72b1w19ADlolzOSvwJV66VGiHqkaY/j+XWyyZVhxWEgSXv9KlLXTQ/7IoGm5ejLnkMmuY6rrVeSsk5NiBoEdbZqa9g2NsXVwwLTkMUCj3q7TrvM3tIl549ljOD5bSyjj6Z9hDPyN/Dy/NsB8Px6jwO9SWwl299m4wtbvDjZCUX7XWnGtjND0z5Gqbk/pKpQeyq+gqAZ99mJyr2klX40xSBh9OEGLWZqTzJRf4K6PUEutY5iah1JvY8gaDJXewIhfMr1p1EVnbyxXEbRtByeX+uiERESj+g3KdW3h5/IORRhwCwjT6M9ga7n2ZR7CUOWxTbjBVjmEIY+gBrSVxj6QE9UtPt9y393a7UujAwFQZOHK//Ekjx+QQOBR5+xhowu2Ks8uWiVcTfFx/7S9/jc+Id7FjA/jLDa7mQYwVRQtRSqYqCqGc4svrarfbLiuLvooDdi26lIlnNODStRg3nP2KVBi9ZVMSrv+ewcsah/xBLXLSxwgnD9XJBm/qX9Z7QgaP4fd+DWFq9HURK4isMXzzN50ajHBx5LhbqanTlSru9ACIe6M84e8aBk/xcOa7JXYxqDXbKT0iqtI1xnvZS7XuHw5+e0UA1Ys3KWQmI1khqogus3ma09RTqxjGHW4fgNLDVHRZ1lOLmFfYpcuzTFQBc61yXPoWiuQcNgWeJsFHQ8r4ymJhgWa2JCd9stIQjIKENUlWlmnD00xCwl71DsQGmaSVLvxzKH2JJ9BY5f58NHvsJ09bFwvZZE657fxDJG0LUUQgQYSor+5KYwmKQxlLuIFalLmA0O8eEjX+GJ4HbcoEXDniAIHCkT6pcpeYdQFR1LyzKc3IJlSByeiortVvD8FqPZC8gkV8dZEoBZdz+2X6PpzUnmACELHSwjvwDTZplDsc5zr/ksz11B5Jr5fo09PErfSfTbT5NiRG6OjfZ4WPZrcrB8CxPNpzCNfkTgMNWWGmamMYSimDzJo5hGlmpzH3O17SiKyfLCtaQSK2RlWkhUqqopUFSSukJWlykNx6txbfYdCx7unso/9DhrKWsVCXN40WjOkgzt6GHlzsIFVFVTvHn4/Z1fjHi2ukS1uzdGL6RE0BSTmcZuSasQbpIdmYyoMjLDSErhv+/7JE+Uv0j3phI5ZEK0mWrv5Isnxnnrjk9Rbx9F6lKmURQV25mKI2Pzrd8SbHxhi+fcOMv/eO0+3r+lzA3FD/D+FW/j+Ymr2ZR7Cb+/6oOcV/j1ec9ssqHwUvzARghXOm9dQNFIc68/cyYj2fOpNg9xhnkdt7W+Qam2I27/Yhbxb93h3s5jx4a5bu0xrku/haY9zt7Sd+jegE+WbpqpPYmimDheGUGA45UxjUF2lr/JTaWPMpTZQnIeGeK97W9xw7eH+fjnV/CRaw9y48AHYkHoKC3YXeiRNIfJpdYyWriyxzGJlBwAHOQ46zPWhFW5LrY7iaGn+a2hV1NuHqRuT3RhPX0S5jJS1hDHqvdJKTqvTDqxknRiDF3Lk7JWyRPqfFkV4aGoCQx9AN+XWJC+1AZsmny39k3uq32WtjOOEB5rc9eRNGXKWS580onovBfpvI0WrorfSUe54+QmsYvy3VjGMGcVX88L09v45/EDTNQelVXqJ7EOtq/r9CmcmE8ual8+tZZScx9BUGdX+aauIgYpLN2fjeT0Op9HBQ+SYV0Jfy8VzxGJi1tohtHHSPb8Uz77z2uKYoT8jp01xtAHqLeO9kRYf0k58n/LflHOs0I2teEXeL+T/9ZGsRlF0fngqjVMtVK87Pqj/MkWl5fkf5eEuYwb+t7Xs+812keZqT4e//eB2m34Qa/cIIDrzdLwPf7ijg00XJ3AhWbV5BrrMgyjj7HcJTFPZdspsb3+XdL6IDlliOXBCoIQc36teQ1pitSUOZ5ulCSWjf2caD2OQKDrBfygTVOtE4QZrpQ1jILKgdptVN0TuF6TgjKKrqakNBmSY67lzVJIrgWg5ZbiIgwUlaHcxQjhYRlFhtPb0LUkTX+GinuMifrj4aHSxw1aDAYj/Fq/TG3qioWhJlmWOY+B7FbyyVWYappa+wQpa4hlyhkAlBv7mGvspaivJp9YwUjmHHJiMFbtUBSVtDWMH9gk9b7wwH6cAJ+UMYAgYDR9fiw3mDBHcf16Dy4wCmbJymG1R350qvYYs11kxgtGxumkU0FufLnE8h5R6LHCc5mqRyBF6RHreh+bsi9i0tuF4zfQtWRMEJtJrqDW3IeuSYmLKL3aoQURKEoCUy+wKnMFe0rfWrLhqppCU1N4fpWB7NnM1LbTUTOg677zninEUElMlk8kzxNt1ClrFS1n/LQqV3WtgK6lsJ0pLHModrK6xe47FqkBuERC6bpeDMGaTtfvabGAbjcwVUatwvaKhXqAZxZfy8+uNhk418eb8SgdSXDT3hVMtBQSGvgCNAXOLti8fc9dNJwpnmO9isGEyUTb5qhyAh+XZ8rflxQXihVGOKWjc1bxdeyt38Ilqdey3MzwtZm/OY0+UsinN/OtrS/hisuPY6xKcv/X8zz/kW/Sso+TS23E9Rs9qYBucekonRn1gQjaGEYfZ6dewU77ZhRFpd46FEZtF0ZjL86/g49tM7nw1z3EbIMnv5flXU8IHm5+A9erYug5Wd2r6KwsXE3VPcGAsZ69pe+xWDQqm9rAFuP52IrNmNLP3e6PKNd39USN04kxVEWn0tiFqqbYnL8BF5ujjQcYTm+j7BwmqfcTCJe8NkbFP07bK0tSydBhjjBUqprE1HN4QVtWTKXWIQiYCYW0o/7vaPdGDmd3yl8JiwISLM9dxpHyLV1jc6Fqw3xLWsvRtST11mE+tOEPee8Ne3ns/mFes2Nn172WdghVVZ6KVdWURUDeTGfueuWweCbDyvxVHKnctSToO0p1a1q2K6ov08iqmggX8b6Oegd6iCnpVTJ5dqb0/N5pX6UkMPQcjjuFrvdJJnh3tmv+/9J5+3/BVDVD0hyk0T7E/953qrG18Dr2t+7C8SoUUmvRVIs/X3ktT1dUDtUcvlf6qy4Yhhzvq4ovZLq5q2c/m/+djklH9L2r/pgbxur8074kx+0G9zW/Kh2/UHc1chItY4AV6UtIiDTj/tMoisaQtpGSOIqCRkopcqR+H9nEKOXWoVjVRFESJM1hbK9EELTpz2yh6czScibJJFewzDqb/4+9/46T47ruvOFv5ercPTkiAwQIMIOZIilKVE6WLMmyZVtWcJAtW/Z6vV77XXv9POss25IVrLVky2sryyIlUWIScxAzCRAAkcPMYHLo3F35vn/c6p4eYACCsqz17sPz+VDCzFRXVVfdunXuOb+gY7AQHiOhFZitP4+qGISRSyg8LD3HQOJCJutP4fpLUpzX6ML1S2QSo9TdWaLIw9SzqIpBwz0JhKQTG1EUlTen3oWpKXy3fjtOUCZrDaNjU/SOUzDXk1a6mXCfRlcTiHiB73hL5BJrafpLVBqH0PUClp7DD+v4QYWUPYyt5whFQLU5Tnd6G2HkUnFOcn7qTeyv344f1tqOLRflf5591W+fgUSlYOjdHQmegq7lCCPnjHPjORnAtXrsC9WVZdjJ0v0dP8lBEQRlhqIBjrr343jT6HohLi361JoTKIpxysm3VukaAoGp53l95n0cEp1M1dNDVUy6U1tpBosoqGQSa6nGWmdnw2gJwvbxFXS60+dTdabaGIGVDNnOOBVHIwVNJbZJSDV6gvjPsuW58gUSstIzVI1xO7DygQpjoHjrsxpR1JR98shDxFIbDXdyRRJ1oPxt/uee3+a/bjnMvY+t5ZYJg6PNCg2lQU0pc5G2iQf9h/iF8CZ+Z+jV3Dft8omrSqTTDrNLGZ5ZWMdDcwqHVRNFSbYZNpaS4WTlEd7RvZHcwAYsFT4zdeScklwQrDeu5rzeJYxhi9qzDhduaXLp3rfxqPt3VBqH2vehZfOlduiidVZYVUUnQOD58zxV/jyalurQ65OVyXRiYxv7oCgWFiZ3zeS4bHYMb9wlbVl8cF0PXeO/wPfKn0RBxTC68Px53KhGpXmCYu35+PinLy4MLUVOSbKXAxxy7kdRVHKpLThekUgEhJGDreeZrzwbn7PJwcr3sI1uvKBCQQzR0BbZyMXMaBOUwgmqzmTsoyi/h0waqqiqFYsrR+iqjWXkqDgTuP7CikRAJrpuewy1iBRhfG1scxDXX6IrtYVGuNzmPH3crRYKV9vvxCNkMJHmN246hHF+gZ3JeX514Sp+v/pk/Cx1jnOJO3G8BaQPrVwERBH0ZLezUPMYzlzFXGMvujWA486QtPo5UbxD3v84WW+xel1vDnFa21ImptKWrEIYxomrYixLGCm6rGausFF7aTGQu5aF+gtn+OuZE2AhHDxfnm8UObFkg8RDdlp+vRz/UeLcqtKnRhTVGE68jilFPcXD90zx4oum1UJBYZ0yxMGoSRg5LFR3k7RG+OOTTzNeeqC9Xeud1xpjRfc4A8kLqZjdLFSfjRdCnc+RJFdJDUNZuX6kNE/O7OXL83+Bqpooir5iEZNNbsQPGmTtUVxRw1AsFEVDVXSmg30ktAI9rOFgXfpVB7EDxPK5mfhhnZQ1iOMXccOq9ExNuCw6h6mLRebr+9DVBMXwKH3pC6Q+m2LQCBYJI5eJ2mP4viQqGnofUSSlr/ygwSWpdzKnjlF0jxOJAF3PEQRLON4in9j2Ed664SS/8GAXxcYRqUyAhN4smmvwcemLejkeNqW0VFDC1PNk7VG61XUccPYAaqxpGRFGDqO56yn7EyzVD0l1ChFQbBwla4+wOX0zeyu3cHn6Z3iiutx92136X6fAUJZzi4Q1jGXkiaJuKo2D8UI+RxidueNxTklcWu+nzCFefKBrpBPreLj5FW5O/Sx3i/9F0urDC6px0tECjXc+NK0KlUwKgqjB64d1LnU28wfFMx8pCEvMlB9FVRM04krEtsI7OVj53lntsy7P/SInxLMs1vYTRfUVlcWzhzxvTcu2B7V0nNCJwgaGlsZteyOutDaSOLAaUdTANPrawp8t4oQ47eFeNvLVtCRh2GAweyVLzcPtXrtk04TtbUXkcdvCFL9y1GDaMfin2Y9hGV3YZhemmuJ7zjO4fpk/Kz8e4+NUPr7vI/zni6bY/pYGm48tknpkPd+tb6LqTPHB/g9xdU9Ixgj58GGfNwyWueCiWWaPpfnElLuiSrZ6aNhmP2uVPp6ehkvvneeXHhniLaMJDou7adtUqSa55CZK9UMI4eD6s+3KUetl3rrfsuIkEzZJ3BBkk5sIQocwcumxz6PWPIptDqIoKod4hqfGT+B89v00AnihXGdMPUgpnECIKE7cpRTFbPnxjokm0cbrmUYvnj+HEC5L1d2cKGzBC2s43iLpxAhNdwHTyJAy+kmqBRxRbn+3ICyzufATzLr7iKIau0pfIGmtIWlbjEbreSZ4AUVR0ZUEngjQtCRR5GAavW08RRg5mHqOhN6NH7Su93LS1Ba5lCMGkBJALTuqFnt7ofpszAiTY61zHJ8pUvY6+swkP7U25LpN4ySu6UHpzuA8UuKfZ4/GNPhTmcuCpnsSyxjANDJsNF/BVLSP+epzLNYPEkWetCCCGDAtOl6ACqpqEsRJzlDqMk4E9yLa40xpdweW8ZrL8iWOv0hLkLjlY7qagPCyz+zZx/BM+TFWkwdR1SRXZn6Bx8qfoTUvdJKdlkPK2iiKAXEi2ZXaQsU5+bL473+gkKSWH04zdKLxOCPJKzjcPMHZEjRVTbImdyMnirefcZszhSDgtuKfA5Cy19Nwpwkjl5I3tiomUy4SNCqNg9ScCdL2KACZxFoqjUMoisGG/OtZ8o9TaZ5ofQohIo6LZ/n8fC6G1pyu5Vl3Z0lZ/QhC0ko3tkjRp21BFzplfR4VjXlxnO7keczV9hBFfvuZlZ7iU4TQlgapNo5JH+yggq7ZVLyTUsUCVeLJlDRLwXEa7hwtv1VTz6OoJilrLQmji4XKcyStNQwkL+RE+CyB72Jqsi0aRVL4uOGOoSuCvks8fm1a57G9vVhalpo3y3Pa/ZJg5S8wb/STtgZZrO2jL3Mpvcp6DtW/j5lKS8hHbV/saiTvtexGyPk4iuroWo4N6RuZaD6FrunYZje7nG93OFldTMOdw/UX2qTI/txVWGqa8dIDNN1pTD2Dplox9GuQbnsz9eDM88U5YeJOlu590UGuoKPrOVy/jONN83h4H+vT1zNobG8DAzUtQy61jT/f+t/awP9cagv92SvaZVpDS/PgjOCJ+dMHp8TXaO0jqmoCI8Yf+UGRQ5U74l77smvDinNUbH5ysJ/fG3kdueSGGBvw4niGlr2VgoapL59Di/IsCGOJBLW9fUttHmAkfSUj2evQdVn1ib8NLQ9MKWTasj+SLhRJay1COATBEoqis1DfT8LsIW0N4AZFdC0dC+1KgLRl9rGr8mV+9vu9fGZiCkVRcbxZSrV9GGqSQfsiIuEhRRIrBGGJT038Cf+/pwZ49pYsY/vz+JFCuTlOJAK25eDVm07yutdN8LH1V3PHdI7X/ksfr31sicPFW2MM2spr12nTlE6s47+t+yA3DxmktJDJcpY9ypP8/clxSs3j8rxj/SGgw3lCIBAYqzhRRFEDXUuSTa4DRcU2+2N9JPDDClO1pwFw/SWC0GGxfoCme5K7lqa4tfI491b/J0crd7NQ20c6MRrjWWQiLHGPLXuzZRum5ZetTBSO1x6i6k5i6Gm6jPVocSs1iBqE+ASRi6LYJO1RNhd+gjlvf1whju2cNJtj6hGm1JMMW5eQMHti4csyQbCEbfSiIG2/WpVGx5+n2DiC48/HScqpL4tlbFmLMCMxliuf2dnyY22smRSiXA0ztvw7NyjzpmHBNesnyV9jovTnEYtVQl+hP+rjv2/8bbYU3nGKpqISi13ruH6ZI+6DLDUO0/JktNtetwqOPx+3opV4DOQYyVzVPv7x4h3x5NciePTH10Tei5ZYaHt8hJ32WavPAZ3X7sWZ0a127MoQIuCp2pfax8qltp5hX/I8O501IiJso6W+/rLsyH+E+GETOEBKHeFzNiFqgPW5m/nPw5etSgR68ZAEtXx6Bw13GhEzQ73gzMUKXcsACiL26wRigL9A09IcK91Fsbavw185h6qmWKjtYaL8AGfyVs4m1mDEpKxx50lmOIQqVPpEDxnRTTWUHa2aP0MkPDaZr+CeK96HZQyQMHti7VakhaC/hKIYzFeepdI4SN2ZptacIJMYRdcS7Ei/jcFIOk/ItuUgO7M/j6KodKe302OfhxAhmp5F12yq4Yzs2ERNAiETvqQ1SCGxAdB4ZE7wpW+t41OH5PUw1CT91nYa3iI5dRghIrrVtaxVL+Z12V9jO1dgYdOfupA3JK/hfK2lDRihKDbnF95DOrEBYsHgNfmb2ZZ5M1UxTxA2OdS8l5TZF0M8ZFdth3pDuzNpm32sKbwaW80yWX0SiBjJ30jGGMLxl0hYw9SdCcaL91D3zpzEnVMlDmSSZlsDcZtEvlyk9Ij0ZRRIDZaENUwQGsxXnmKB57DMvjiJU4kiBz9o8PR8QBQ10bRsu7qQS22JhXhnua3+dawV7DEZnZWD4fyN/FTuFfzNxMdI2cN0p7aiKQah8JkpP8JqVUMhHP5m+j6u0V5BsbYnplqf7hW62ucUJY1A0HQnacs1KIasiEUeLRV7RTEx9GxbEgLgNcmLubuxK75WtD8r9WUGCCOHhNVLrTkh962opKw+vKBMGDWIohpe5OCHNbpSW2JsUQlfRG08lheUAJX7a/8Qt7hak4rKfH0fKWsgTnA7q6Aht9W/jbPvLWzI5ripr8nb87/I4+Gz7MjV6d4JaiHNGy4+zuFHNjOuHGC8eDeqmmaTfT37/KLEScQ4CwUV08hRSG0miFz2FUOeDg6SFnl6RZ6Llat4yP0mLT9R6e+n0vQWZEUqlp5QUNoMqlNb46qiU3Om6MtehqVkmCg/xHDyJo4Uv4MXzcX7dREkCYIldC3PUf9Ras5kvEKV16XuTLZXqACmnmkDYM8WXrDEhvzrGas8yJJ/HMvIEQmfK7RX87B7K35QZyh3NQv1/cy6+3D8IqqWxNSzNN1JHL9IWZvAj5rUnEksvSAdHrw5VFWn1hxDUUyKjaMIEaFpNilzMMZ6NE/BaK1WAeoc950QANk6iURAGLbY1TmpcRizRWUFUYkrw7IVWPI1xmYLZCfmiY4c4WN3bGHXYoY+U+WpBRdHVFbgN0EQhjXCsIYgwPPnMfRuqXOHShQFHeckAbytVWrC6qXoHe/4Ji2xYVti6lSdyF+uyrWwpSBWEI5ayVGL/r+MHfxhWpmnjwfJJl5+8decyXPe21J111n3/XL8nxdL/vEOwsrqcbT4Xf6LsxdNSxIEL02SRtMyXGe/m2eie0FIn2ZNNWm605ypFRyGNTQtg6baNNzpFR7Ip0r9AB0ap2k6vdIT1kjHO0+OX9scYiB1MT32BnxcklGavG7xjLcHFZW56vNYRgFVMRlWujlUNSgkNxEJn6TeTc2ZJGn1o6km5fohdC1DGNZIWL2sM6/imPMIQ4lLOOI8iKroRCLg/Pw7mA+PMKscxw9raIrFcLSB/UzRkzqfhj9PzZ0mbQ1SMNeTVPIk9avYV/8u0+5TKIrBD7y9fPH5OzD0PKae4VLlCqbFEicJMbBIGF1YIsGJ8Bn2OFMUkpvoUkZZE23l9sYPmKk9E8saRaTtYab9fdSdCboyFzGsXcBmdYTbKp9rS49Efi2+R7Fjj6LzUPlTtLgDhpbitYnL+cfZT7bny+nqU3SlzuN9vb/APfV9bExs5K7S37T18FaLcxb7lcyUhXabwtB76Emdf8ouWkmOPGlVSxJEDtXmRFwZ8Gl609zR+FoM3q/jBWUsLcuV2utaw49q4xiltpDe6jFVfpRPT38eIQJqzTEi4dMIFnHP2iJSmKs+y22VzwECzz8VI3TmiKIaCWuQhDXc/q5tk+GOJEPT0oSRQ7UphYcVdOpBxFaxjZS9DtscxDR642uYj1+qtTg7d5EICBUv9iltWVZJzFhEsXGEIKygaWkU1URVbQwtKys4itqBN2yxWEP8oEK5cQQhfJYlNKRjhudXua36Tzy0tMh5PUv8w08e4y/WX0LJMwnmfVAVkttMPnr9YX4iexV92Su5LvMBLrVHMXRZLVNUk62Fd2CbBZJmD3+z4WZ+f/St7AqOcah4K8+W/oHH/Nt4PLwbP6jHgFG5Mskm12PqGfKJ9dhmbOcWJxPSaWMlttHQUyAiac1V3wXA0fKdtOxJDL0HTcsQRQ663iVNk53JOHHUYmkPiberNA6299uIH7YXCyE8fNFEiSnoumphamnurHwKBRU/rFH1pnD9WWrOhNRAsofJ2qOAIAgb2FoBS8uStod5b/fPEQhXavVFAUKEGFqaMKyhqib55HoK5nqECGLLsOXnrSdzCf966a+3fW47Kzuqmo4tpJYT9iBskLFH0LW0nBwjj67UVgrpC9le+Kn2tW/ZfQkR8EcTd9IMdD5/+ybqMwY7ch73OLfw1fk/5rbin8et0VOeIUUlm9rcumJtwoUUrC4xlH8Fut5FLrmho5qmYGkZyjELq5Nll02uJwzr7blFUUxsc5Abcx9pP4+Kasfn3mrvhkRRrY2HK6QvZH1uNdXz1aphykuqmMik+qVLhkgx7Zercf+nR6m2/zTG5+kRUmueaMt1vZQIwwpPBre3/cgBtiZfF1fbVn9/WWYfA5nL0ONFnvQLXe4CtVQhVqo4KFhGvr1PXcvz39e/P7YDXH5vuP4C8839qEIlKbIcCh/l1rIUDS43x0FRqTvj+MECtxU/xh+MP8BGLmahtgcFFVXRuch8Pd3mJvLpbRRSm9lQeCOeX2UYabF4tHwnaXOQHmsLQkTkowLFxlGmak8ThnVC4VJSizS9BSLh02NtYW3yGirNCcr+BAPREEf9R3H9WUTk0J/dyUTtMQw9T9YeQVNNDnOcZytfIQgdpvw9DKsXMMtRys1x8sn1zNeex8flhLKPqcpjKIpOIblJzs+Rh+MvgYhouHPstNdyV+OrHYSEFgyjJdhbie+9/DmbWIMg4h/nPo2qmoiO7eYrT/M/p/6GI6Xv8mDzK0ih8zOPm3NK4iQ1tgUuljc4YXbTq6zn4ry02WnvUE2gqcn4BXEeCbN7xQloWhpDS8WelhFBWGK+upv7G//cccQO8kHcmswmzyNlr2/bNQnh4XhT8Uo7xA0rsm8ufM48mcqXdxBIlk1bKPUco+mePKPydms/QVBu06cBkvYodzbv5s7Kp6g7x3G8KfyggmV0SW0zIgyjq13qli/6CnVnGsvIteUYVFVad6SsQVq3LWUPM5C+RNKVwzoJsxdVTXe8gJZtf0w931Hy17gu96v85uhHuTHxbt7T9X7+YofJ0JUuyTeu4y03HKfL9Hjk0WHCyRraph4CT+HnNxT5H2tv5hfXp/jDy6Z5Z/59KIrJmtyNvLt7KzlzDVdpN3HrhOBjU/dzsPI9ZOnZoNo4SqU5Tk9qG+vS17Ou8AZ6Mhfx3sJPcp35VkrN49SbY/L8V8hjrIxq4zBBWJIep3oGXUsjhNRVE0j7mKTV326zA9JuRbXbcjirxenYEi2uHunt/1rhiirrMzcyqGxjqX6QhcpzRFGDavM4G7KvBmSLzTZ6sYw8Cb0bN6wCCiJysJQ0gXCpO9NsyiqUG8cIwhpNbxZDL5C0+khaw/z6yEf5+IZXMtfYF3/fHN3pbW2ZkKZf5IE5U7pKqDatSrCudxFF9dNeGFFUo1Q/0HYXiaIai9XnKdVeYH/52/FWLds6gRAhi7X9fHksxX8+8gWu/X6TDxy4vU1I6QwFvUO6xadcl9vY5hBBWI1b1zJmq7vQFJNf7H0bl+d+KX6RCBaqz6Kq0n3E0PO0Xhzl+n46q1ZCeLjeHE86ty67mHRIJ6x8puXnqs5Jln0SO+eHM1linbtVlpRV6pRMObdw/YWXdJyX48cXnZWrFwvT6MYyuuKfTh1fK7db6Xd87uEFVVL2cgHh+cpXOwhRpx/P8WaZq+1pE/XkQkM+Cz2ZixjNXU8QlFecj6JYpK1BLs/9kjxfPccHLznGRwYuX94mroD7YZ0T3uNUlUVSei/DmSsoN44hREDGHmFd4bWxjqrGbOVJXggfAmC+vk/acqIxEm3A0jJcob6SjOjGDys8GX4fISJyyU0IQk6U78X1izxW/SeCsEYhuRFF0Wj6Sxyq3oWuJVhqHEbDYDQaxTYLdJubWFQWqTvxwlxRSand+EGFntRWAuGx0biWE/VHSJi92GaBjD5AWqTpZyMXpX8CL6wTRQ6Hi9+mES7ytvxvsD39FtywKmVS3Gm8oNJWpfhu4y60tixIyHWZD61wuOn0jNf1Lq7WXiNFgIMK+cR6NhTe1DFviThnUtG1xKr3tzPOKYlbYcETh64l+PnBdRx27qdz8hKRJwHPIqDuzlFtHJMvw3iiDsMa5caxGMy8/Llrkj+96oMjhINpdLdbFi02KLTEPRU0LUXeXEtPahvqi66IZJumdUHPlCy8lORu5X5CVNVkXfaVXJD/WXZYr4u1elqaaBqKoqMqBklrkDCoEISNNpuw9QIrpDaz0boO4v65qppkk+toePNARBhUaLrz1IN5bKObIKzh+EXZmhItgH4S0DD1LoKwIStcqoll9HJtV57Lu3zeNmryW+cvcdnl06h5k3D/NEvHbbYOz/PKdy2g9SdxH57Ea+psv3qBt20d452vP87QlS5vHw3oTu/gXfmd7Cy4XMRlXNVrMR80mCk/2raCMfUuBCFh2KAZFqlEM8zUd+EEZW6rPcF9jS8SRR6G0SX10tqAdVb5fxn15hh+UEdRVNbmX03KHua63K8CCrXGca5P/gybMq8GIklMIMLQUuh6/hyrLBEtz1fT6On4vcJCbR+z3j4cpYauJmVVVLFRFJ0Zdw8Nbx5Ly8ZV5gyzlSepNI6hoJFKrGXRP4qhJggjh4/PPICuJmm9zIUIaLiytfqFxVv4L8efRhCy3XwNqirZqrbRi67lWJu4iiMVB99fai+UVNXG0mUFThBIan3HWNa17IpFhoi3EyKIbe06kwpZzXq6PoOCxqHiv1Ks7WM1vJlp9PDK5M/F55Bqa7S5MZYjCCW2zTK6iMIGrj/DX479Nc9U/2UFJimKaqhqAl1NcF3uV2NNx/jKdzzb0oJsfJlkpCVJmIOoamrVZzoIllj0jnB+4aekTuWKVvPyvZX/q5HqaLWvFrqWb19Xz19sdyjONaQelM5LTfxejh9PdDqqvFj4/hKmnkFV06wrvH5VmzkFnTByyCTWrrqPF4ume7KN/wWJ5xzKXomh9zCcv7FDm5J4IawQRo0Vv2+fi6JR9iVOqxOKoWtp3pJ6Lb+0thdQaLqT3LpvHfdNL7PfpUyITj6xnqa3yKJ/lAJDpCiQTazjmvTPk9DzTFafpC+9g0xiPcQiuZbRRXdqCw13licaX0NFwQlK7FP2Mh4+SxQ1qDszZOxhTC1FQi3EUKUIJZbumq88jRDSPUKIgIw5SHfqPIrBCfbwBEJEzDb3Mi+Ox9ciRSF9PgXRR1/2Ehbrh6g5UyRFkq3J1zGQuBAhIhadwyQwOOo/iiJUqs5J+rNXoGkpMvoAS2GTI+6D+EGddGKE4dy1hGEVx5sll95KsXE0fjfLeLT2BbzY8zqbPI835X8TmQJLe6/DyjGG0jtRtSTz1efYIrYikHPwQO46cqltbMq/gVrjOC82R5yb2G+nfZNi0pe9kv80+BbetWmSq6yfOG3bKGqgqCZNbxopreEvJ03CR1FWHlYIl8ebXz9tldKqONhGAV1Lxi+C5ZC6KxLQPFa8k+nKUzHY898+MQ7nb2iLw77UiCKH88R5/PLIOgbUHIIAQ0ujaVK8UFNtqXsTuaeVSnUth6lnKDfH2Fu9FdsaIJPcQBR51JwpLD2HpibR9bysLmkp3KAocQwiblMqeox3aqKqCd7T/UEKqc1xe00m4P+4eAePLhh8bnyevcU8WiJ+gakKmh6R3RCgdKdo7Kpy/6NrKGwLUFM6ua0hSkJDzZtcv22cfn0bv7bjJBtzFYaTFl+aP8zGREbioFovuWAplppxKdUPMV97HgDHLzJRfgDXX2JD9tW8r/eXSFjD8Yozlp7pfHF3qN0LAlL2QJvF5Ppl9ob3ye0VnYebX+Fg6Vvtcef5c9SdcXTNZjQnAapSjuNMotDyGIIQ/5SKVhhWqLuzNESJSAS8KffL/Naa30HX0tSdaQwtSal5HFPP4YZVUvYoltFFKrGWIGxSbY6zWNuPouhMlx8nFB4Jc5AoahKEVXpS20gaPdSaJ5koP4AQEQfDhzG0FOXmGIPJi7GMAuPOk9xd/fsVz2cYVqg7y7iyujO5Aq/jBwunVR2T1tp2Vbd93TsSvxead7fL/S2tws4Xh4KO689wd/nj7evZEh9WVFOunN2TKGi4/lL7fKKodhohoMUY9cIqj1b+vkPyRzkl2VtOmloimo4/TxTV2tX6U1uVdXeWBmWEcDocM1oR6+mhs7bwmlUlIzqviWUU2i1jBQVdL5y2/Zk+2wohXq7C/ceNc3+HSK1DiXEeK91D05vHNHpJ2evb22h6ljCs/pvueacguILOydK9+MECU+XH2v7FIJ8rRTWJIhdNtSX+Su9pj8GF6h7K9SOn7X80czXX9gr+dVyqSAgCPnr4K9xe+svl4yq2nKeEG8MkQirKPBUxR9NboKbUiYRMuraIS+m3tmPGYvmuX4o9Z8HzF3jWv4NIBBjY7FBvwNB7CKIGTlBCiIjJ6pNtof235X+VdGIdht5NwhpEV2zCyCGvDJNQCyzW9hJEDbqsjaStAaruJLbZTXd6G+ep11JTylScCfpTFyJEwBGexRAGl+s7SJuDFOwN7FOkE8wWq4cwqDBbfpwochgv3sMPGl/GD+poqkUYufSxHkUxsE0p8hsESytdacIKiqKxM/8h1ptXsYdlNx4hAo5V7sEkyYbsqxHC457aPwAKQVCmW11LwVzP4eKtCAQ9mUtXdDJOjXPGxLVCiFCCroG+rU1u6Euv+iKUSv/Lyv8dezhN2kBVEzjebJvF2hmKYtHw5vH8RVx/hnRiQ4dZtSqTg5ZLgvBw/EVWroJeOuYkaa3lTalr2Gm++bS/dT6Yp0ZLdPX8/Dt5/0aVv558nnudb6BrefywJh9iBIqioqkWjifFQG1ziMHs5SjocevPjG2kIhQ0oiggkxhFiIi3536a69O/wMbMTaTsAYqNo/EDHC6TDIQTt9JULCPPNytfI6MNSDmUyKXuHGe+8hSfnvw4+717qAYq9XEVUfGJaj66HhE1BUrCxOxRuXTNDGrGQPgRqqXROBbhjzXJXZXkPb0b6Tu/iW36fLt+DwfKtzHebDCYvnTFfQkDaVysa2misCGvR1BB+rL6zPkH+Me5T+P487GA40D7szJallHLkhbF6l78sMJC8yCF5EZURUfXsmQSa7ki8U7001ahIY43R9E7TsIaYWfq3azJ3xRPbgqWMYCqpkknNtKbvQzLGCCd2EDKHkTTswznX0nrkUmY3RhKggvSb+P26j/yNxN/3Waybkq8koTZTdOdpOkuMGRfgqlnMPVM22VBAvrrCOExkrkKx19kY+EtZJObWGoepuEv0BKObrVNEjGGctE/iusXqTWPnVEwctkdwWG5FalI8dkVBvIhDXecWvMoJ0v3yq1iqEErmt40Tgc7SgiXqdLDCCGJOe37HFe4ReSw034bSWttex5oVT811SadWHemR6id1Ek3FAdNy7YZbZ2haSmS1hp5v+whVMVst8ojEdCy41lx98MGv9S3E9PoOyV5lN6pmpZGEMSadWePunM8fiErUon+DFinUz0SW7Fsm/dy/O+K1nz9o4hSbW97rEdRDU016Uksj9uh9E5abcgfDgepxZAJGZ3jaeUzLrdNWoNIt4PFeOFv0pO9BFVN89bCR+lOn8+p1cIl/zi/ceTr3Fn6WPt3p3bMWtqLXlAlChtSiw2LhJKjP3UhjlKPjd8zPOV+m5TIk02MEkYumcQoQdikkNwEikrTWyRjDjLj7uGEsp+UPUDaHpaSI2EFQ0sRBCWisMGRcIooCsgl1qBrCbqQ2N6+qL9NhnLDKicrP6DpLxFGLg13llLjODtSXWxVNqBrCdJKN5ZeYLbyJI7S4GH/B3hRjXowz1LjCJXGUW6r/Wv7Ggvhta91Prke1y8Shh6HvQcRwqcnuY3XJd5JwhrpwCVrGHoPO3LvZljpZk/lG7G0TGvx6mIZBemggU/CGiEMG2hahkJ6OyE+M/Vd9OeuAkIC4ZHQuzhTvGgSJ1+mnZg3i5Q9wFhN8J++sok/Ovbxl0jRbr1Ilh+g1oTqeIsxvsSOj6uStOSKPmENomt5Gu4sQbx9T+Yi/mD9r9F6KITwYpkBteNo5w42NvQedL2LhjvGZyf/hAfKnzhtm84qR2eoalo+OIrNSDTIF4/DsdJd1JpHCcIymmrT8sNUFZ0wcknZo4ShFE5UUBnMX4NpZPCCKiJWnc7YQzS9earNMQwtxXfrt7GPxylFU5hqWjoOxGwXgN7sZTHDKERVLQwtRa+1ldnmXqSdR6KddIdhBccv8uySwofvXkftUEjUjEj2BYQukLAwrhih7ye70Db18NS9fSw8q/IH923iBz8YRjQDfvsnDhPWBaoisNUcpp7l0eZXySi9cbKwDPhWFJ3R9NXk0+ejoKKoJpqWJJPcQNNdwDakMHTTnUcQnZJsaPFqUmvjJOUK2MbUM2xUdtJw5zB1yWpWUVb408rjSyJIwVyPriVwFZf5xn4Mo4uENYyq6uSSG0gYXQgiUvYAI/ZlqIpOX3oHM9VnsIxebHMIW88zVn2YWY5K4cm4HSlEwHS4TzJPzT6yiVEaoogQEX5YZ2f+g6iqTdYeIZ/eTuezVY8WGbV2EkYeURS0/fY8f5EuYz1TpYfxgyI1Z4ogLKPrhVVbwwO5a7nn6o+SS21rf2+5nUoQLHE6SHZl1WGlOK6CtBjzVmzfqiCvyu5WdM5PZ2N8qgzb7EEQEEaNGOfx4i8yVU2SSayJX3wrzzGKHJrerBT5DOvS7SKebKOotmpLVQiHb85Or1INCUFEHQnx6lWYU/cpsYEirm6eAWt5Dn7NL8f/jmixm/99wvHmmG/sb/+86BxGil5LSamXGrqWIWUPnvb75QrvSn/hWvMoLcWEunMc11+g3BzDNro5L2cSimBFNVpVk7h+CUNLcbYqZC69FcvooeHOYlsDFMz1NEWROU9+12lfCv5uN1+DEBEz4lBb0FyIiKTRg6oYCBGyJnMtFXeSWuM446W7KdcPEYmAUuM4XlDFNgsoqo2i2hz3HqfhjrFYe4EuayOREpFJjJBTbdYZV5BPbY3doJLsNN6AF0jMb8Ls5rnGDA96t+P5VRbCY2xO3Mh5+bcxEx2ghzVsVK8kpcfanMKj5kzGsiX5tq3aYPpSiYcLazTcMaqNwwDM1ffwg/Ax2d6NCXkpew2R8DjSvJ+5qLpKt8Eib6/D0JJMVB8ja4+24RhB1CQpsmRtmfja5hA1Z4r5yjNnvCcvOorlhLs8ZKKoQam2l7saT/CZyT9/yZY0IDC0ZZFNTcuiqklZlgxr+LF5tSAiYfYylLgEIQJcv4Sp59C1JEmrH13votQ4xlcX5MOxvPdlsd2zOTd0svkk/dfkgwO/wkeGfy3eQjoInAkbJ1+KHcmtorPNfDWaajOhTvLt4sfbK21Ny0hxQxGBoqIqBrZZwAuqJMx+nKCEExaZqz4fl2s9BCEbUjfghlV60rIk7YVVIuFTahyn6k4yV90Fio6i2GxLvxGAhFZAVU00LYVldMmKnyi3xRUVRSVpDdNqNyXNXkxN4a0jAj0RofdaiADsUQMSFrg+4XiRaHyJzYMLLJRSeKHAUCLmHhXccvd6vvTgJj7zwjA3WTsZTl3Oq5LvZTrYF5f/4+sYl/dt0miKHgPrG0SRR9OdxzQydFkbURQdPRYjlonvMljUDxZjs/coxlwpICJMLcUzjW/gBSUazgQ1Z5KnvduwjGU/VVVNk4qTZVvJUnemea78RV6f/mlS1gB+UMMPalSdk8xXnqXmTjOqXYQhLDLGEEuNI2iqzU8WPoCpZyg2jhIERSZL9yMQpOxhtqffjKnnKTWOxVWqHGvVi9EUg2rzOGHoUVPKaIpJWh/gSu11DOdvpBEu0p3expCylTpFUtYAdWecyxJvZyj/ClQ1wVT9mbYsTRBIDSE1diXo1E4EyKh97C0nloG9IoJYvVw/bUWntJPtVltSTu6tduRqFj1nT8CEcLilejdB5NACercIQabeRaVxjJa8jgT/tiRBku3nTbZEVcr1Q6uSiSShSRKtas2j56D5JuPp0udWeBbKK6DHC4LTKzMJa+QsGMp/C2xDO+Pc0rnNy/Fvj9Wus9J21fn3CSG8mE0t72HDkfJRtlngh0oeFYkr07U8CWsk/qXGhfmfaR2xA/Ig57vljpU8n77UBXhBmb+b/RpB1GxL+4AspGiqxSv0150RYgJQaRzD9RewjDyWkacSTFFsHsPxilSDGUwtxfpoK5ekpf6lF9XoS+5A12xU1WCpcZg16oUoisaSf5wt1ivpzlxIOrGRfGorflCPiY895PVRTF2y+CuNQyhIe8SRaBNz4SF69E0c5BhT0Qvxoj9F1h4lpS5X5X+x790kRZJy4xih8FhqHOZA/S4aosRV2k3MiEOMiV0sNY+QTYxiGn3oWpLXpj9IT3oHw5aEmExVn46VFVbmE5pqMlvbzUL1OUDwmtxH+UDfz2LpBZruSR4rf5pWda4z5mp7aLqThFGD2fKTkryomLh+mYLIcpFyHeu0y+J745FPn3/Ge/Iio0mj0aER09pcVZOMl77/ohU4RTEppC9cUVHpZGzIE5SJTkv4VghHgq9jMcOp5nOEYZ0oqtF0J7GMHA13FgWVMKzxQvErrJxMO1hsZ1sFK3pcpVP4gw0fpS97Gc9WF/hBaX5Fy3S1fahqmv938+9wde7D7d+9OvMhfmN9N7qWZDE6sQL3F4axfES77RTSZ25jMH0paWuArDlC3ZsjEgF+UMc2CphGLycaP8DSMnhRHUNPYWoZTC2NIKLpzZNNriOf2kJv5iIO1u8CYLx0H0FQJgyraKqFpugs1g+hKgYJU7KjTD1DJrmJdYXXEomAoxUHS4vQ0wpRzccta6jDacTEHGK+ipqziIoeqV6f/u4q43WXO2bS/MZDw3ztRMTtkwF/N/sV/rXyNcaqD1MSDbr1DeTSW1GUGJOhZYGQtWKYndqr2iSWFosyigJm6rtIWv3kExvoTW0nn1yPbfa1x49sLTtt7S9FMViTfQVruBDPn29jBQ0tjeMtdlDqZfJaa54gCMsYWG3j9vNyBu/rfhsoKmHUwNJzrMm/isHkJYwFzzDuP82g2MRA6mJ0NcFe7yReUJUtCi0TLwA0kkYPrtKkZV5saGkK5npOhM9gkiRpDeP4i8z4L2CbBcbLD3Bf/Z+oeCcpxnZxLzRuZ8E5iKEmSNlrOBj9gIX6AaKo2XZeyKW2omt5Ws4dsj1vSKC9YmEafcy4e/jNA38V+wMrGEYXup7nTzb9Gq9KvZ+uzMXszH8IkFW7v9n6m2STmxBiuZIln6noDC2n5WdM0zIxdlQmkL3ZywGNEfUCFFTW5G8mm9zS3t71Z2M8m0p3agub0zejaal4MWdjmXJ+CMJyLBHywwuxnmu0nktjhWixDC+otIlCZ4uXSoTqlM9ZHt+n7uNlHbkfRbRgGJ3JSQu7/e8Zup7HMnox9J72vc4Zo7E0yLnHcP6VJE3pHLMt82Z22HLBrqoJ9lS+2d5OMrtlyCr5zIr9+EJ+30rjyCo6rApr7Cs4JiY5m02dbBmHsqqmd6ErJjl7HYXkJoq1AzT8BR5vfp1bqneTtofwgirVYAbXX8LxltBVmxtygyStYYq15zkRPh3LZjW5Rn8dmmph6EkqjRNM1p4iiBxcv4yiWNjWAAmyHFeeZ4OyE0FERERBW8uQcUG7Uvn9+r/Q8mk9XPaYVifQtaSE74iIS5PvIEc/9zS+RMWZoOEvEERNFmv7ECIia48wS5GF2l4OlW9HUUz+67oPo6oSdiPHUctsINXWygUYTNjc1Oehqnp7USxjpch4EJTQ9UKM/5aWfBek38Y/bv8g33jTLDcNpDjg3icZsEaeMDozcepFZp5lv09pXSFXxJnE2rae05lD48PD/4Xxusdt0V+0fxuENSLR0dsXPil7lLrTWrWECBGwIftqjlbupuFOS/kIISe9preIriZXDNCzVdxOjRZwulW+1PUC/2vhOereHFuyXTzknbls2QrLyPOBHWPAWlzlg0yJA7xyIMFbLjvMFcffye7g7tMEWFvnK4RPFAVELesfxWChsR8/rKEqOpdZb2GXfyddyS04sfwKyBdMKDxS9JG0+ugy1lML5yg2pP2RiEUgW1ZcimJKULsV4QVLcqWi6FyVei+z6klONp6kFszg+mW29NlcNjAJkeD+O4bwIpXXrBmnOa2g2xGJC+RLpngywUMTg1REja8XD1IJp6g6k2hxeXiutgdTy/B47Z/JJNbgeEskYuBnC9d1d+3zrMlcK6+9lueXhz7C3019goYzgSAgCBs03GmS1iCOt8ia7CuoBJMsVJ+VDybLY0fT0iz5xxlrPkghfQEAjr+EH9TYlH0NB4u3tNP7liCtotic9J7FDxbJJDfxluEyg7ka95XfzPOlL9H05imppmQaiQhdS7I/ugdbz2EaGRpKFddfkuSUsI6qWvJae3NUxWQsGyFZovPN/RTsDUw7u7GMHEmzh4w2gIaBqaVJab0sOAeJhEfDW2BN6hpmvX0s1Q/SlTovvvcRLTKBpiW5Sn8jN21OMtOEz878I34QIgQEoYuiWPhBiSjyOlbZKgoq56Vfy2dnn+NE9X50LckLqrS+mqvu4tbJnXHLclkQt+2oktxAsbaH5YXSSnHRMKzScCM2FN6EJxpUvJOsLdzMIed+/KDITH1Xmw3blbmYUv2ItNYKlpgqPco0CpqeJWn2UnMmCYRUQ//fgRdrPaO2OYTrL7EmfyNjxTtf9HOy7duaE384D054ufX67xsiZvmfKvisIQWuf/TXXlZ8FbQ4YVIUE080SFi9VBulc97PVdpV3K9JnOae0pfbEKHXZH+FJ8PvtwWkW9/L0HsQImjb/p2oPoQfLDBbfqy9z0B4JKzhmHAk0wBZEDk9FMUGEcSVvlh7NKxRcSfpsjYS4uOGUq7E86sEUYP56nPsyL0b33A5UX8k7qZJq6kvLH0Hx19EVZNcqN7I02aVujPBE+E9eEG1PRfJRXhE0MaSBVTFPGmlDxeXrqifhlJjlEGOKMeoO9PUmW4THi2ji/vcb5IxB+lLXcBU5THyyQ3MquMcL92FrmUZyuwkL/rZ3fwiupZhTeZafNHkoPcAYSgJIkL4fH3xgMw99AKqouP5i2hqMnbjWX7mv1n5GocPv5aE0cXPd/80Xyz+KwVzPSkKHKx8j0h4JK1BbD3HQnU31ZgMoaoWN+SGeOuVh1AN+Ozck21yVdOt0TwLLOyc6rqaluUC+w2YRjegxRpQLz5ZbcvB5T3Wit8JEZC2h1b8LmX2tStXimKDonKy8VQ8+Ufx32R7Rw6G+RWfT9qjnCuZYTm5korxumpzrPhdas2j/MvsnzFWvLMD97a6gKcf1KjUbDQFthr9vC39StwQtITgI5uSrDOuOOPxDb0b2yww7x7AicoIQnQtwQ3pD9CfuYS90YM0vUUi4TNsXETaHkWNjXUTZjfd2npyxggRIYFw6U9fhG10x3g8CylxkgZUUvYwkfBRVbsNun/W+TYT9cfxg1psAjyECjw+1cf4vhy9CYcbLx3DW4DSfIKnnx+i/HgDNWeQzLkYquAZ5xaOl+/Fj5q4/gJ15wRztT3oms365HUMZi6n6S7geLM0vVlMIxPTxKX8xVjlQSyjQH/mEk7WfcJwuUwtIofB7JX82YafJmUPMtN4Hicoo6ppNC27QsohCJaoNI4RRR7V5jiCiIw1TBCWOFK9J65SmahqkoQ1HP/bRIgoJtMU0RTByBtVLrJGYyalSqVxiCAoypWeCKg1j1JqHKPaHGey8YyszCgqhl5oiyw33Ema7iRCeKTsUd7Z9RHJUlOSJA3ZGkhq3ehY5KNehtUL6BHDeEEVXU1SsDeQFLKqZ+o5RKztp6o2ptGHEK605iLiV649zG9eeBLbaJEUIgx9WasqjBwUxaIl7BxEDZY4ybx7ACGCWOdoDGkx1uSB8sdpuifb2nEAmcQoP1H4CI6/FFvLyFBikejWT/KZqjFWeRBNMag0DjLX2MuIfRmF9HY8f66NNWt6C1yTeT+aYqJpWXQ9h6al4/t4kIHspWiqdGf43xlrUtegKDrjxXvOafsoanYkcC+3QP/jhuB0POjpguI/6mO2IEdC+JSax/CD+ot8ZmXcsvQ31Jwp2qSu+F15b+0L7YRnORR0zSYSHil7Heui9R3yVcsh26Kl+AyDuHIlheVP+wbCxzC6uC73kXYCKURA3lrHTH0XftRoG92DtM5UVZsjzfuZdJ/D9aV1pKYmySU3sFTdQxQ2pLe3YmDr0qu14sgikefPxeccxXZgUqUiYfWgoKJjsMAY08pRHKXOU9H9lKNJDC3Nr438Fm8t/BcS1giRkEWfYvMYfaxHVUwqzknmnBcA8INFJsoPsafyDYi9mAeiUWwlSxQFDOavIZvcAKgcKH6dIFiSIuyKTtIaoZDciKavJM9VG8d4tPwp5ivP8umTf0KlfpiTlR9wnrKG69LvwzZ6yVlruM54DUbMaFfVNKO56/nDVx4heWkWc8DgBnMnljEQSxGZXJr/wBnHxzklcWFY4cny5+JEQFo9vXj7IOR3jvwzn5m7D+WUgVGq7QWItbUMau5M3MOWrgW6atNwx+Nt9LiqcLqxfKs87gZl1hVefy5fpR1Jay39uSukA8Byvab9dwWdnfn384HB328PolYEYYlPH+jnLya/xZfn/4zPzXyCZxY8FBWuWzvFNek1rHwYlj+rqSamlkZVDcrNMcrNMYSIOKYexFLSmGqai9I/gaEmKYoJ6u60xK3pGfygzoHiN/BFgwXnIA13jlowy3DishjQH7VXmtJMvkx/8kLU+OH0ghJeWEVVDAw9TXdqG6+x38QlhYB7Z3Tum+pl3fASqgFRALceH+KZYopPPr6JqOKTGhG84crjvD71s1yf+SDX6m8gl9qCqqawjByWkedQ9S6mKk/g+QvYZj/92Z1EUUBfegc7cu+k4U6iKDoNd5qp8mPcVv7MSrkHRWe2+hx/MvkgmmqRsvrotjdjGXmUthDt8nVVFB3L6MLQ05hqiqo7icRueuRSW3hPz39GVUwMLcVo7kZyyQ3UnAmiqIEfLPDuPcdpPFsjZbQSEgddy7XdETx/vj3Ww7BC0uymN3sZQbBE2h4iYw+1qfYyiZat1a8vfgJTz7LgHiKvjVIKJghjoP+UcghPkau9pNVHxh6i5J6grpS4Vn8DI8nLcYISppGRrgZhrf29b+hLY/XBt44N80rzjbyn5zdiex2TrD3Kpvyb4mdDBUWlkN5OLrmBydL9VBuHEcLtwLGGrN6y07hIfw3bCwZ+UKPWPNF+1lreuwD59HY2Ft4CKIRhhbGibOk33ZMcKH6TcuMYy3i3NI47w5I6Tz65Xvr3Bksr2LWL9UN4wdIPgbP90cbh4rckc/hFF6qtZ1yw2hzyo4o1+dfIpPclCNC+HJ2xehXj9HeYdobf/6hC4Pqy4v5SmLFCOARhrS1j04IY+MECTXc+hjAsHyOMPDQ1iarqfL/8V6uq/UdRc4VkSSsUlNMgTxBSSG7kv22VLU1VTWMbvUTI+exX+18bz386qqoTRA6mniVh9lBrjpEw+0lag0Qi4AbzDaiqJbtq7knuLP0lftTE0LvR1QR+sIiud9GbuQhVTRGEZUTkYZuD1JwpFhr7mQn2YypJQnwW/CM0vAWqzhRh5HC04jCYNPj9te8nl1hLxh5BQWNKHKA7vY0LU29F1xKxkLuGoWWlg40qnZYW1TmOVx8gYRRoBiXW6peRSW6QsCAt3+5M6ppNqXlc4pI7r19bEitsa2UGYYlblv6UB8ofp+GOs9g4yAPed2N7rjQD2Uv5vZGdNMoG0WKTb3xzFC8SXJz8CTQtTXd6B4P8G9iprWitVpLWGrbm3roCRLk8AFZ+oYY7xkz5kVNWOsuHbFlx1Z3joKj0ZC5BVVM43pSk/KuSUSdfjvGlCaskrBEJ0I5ZZpel3s23Lt7Q0YNePjfT6COX2tbWyVHVJL3Zy/nD9T/Pn669qW1gfvr3DTGEybvWuFyW+Vlsc3BFMvfF4ndoetJrU4iIx8L7KU1YdG3zefOQy1D+2jZ5QlUTsZOCST6xgYXqbmrOFFl7FFUxcP0iRe84tXAOL6qhCZ2U0k3Vm+aG9Aew9CxB2JQPp5ah4k7iBVUJ5HfnmHZ3E4kA2+yLq3Jr2+DXSATomh1n/WrsqWcykryCjcpOIgF/d7zCNyrf5jMnx9h3og89p6Kagh/MhuxaiogECDdCG0qiJhQ++6qT3NCb5YpeGyFCoqhOw52m1jwpvUSjGpqWRlMtZitPU3dOMF1+nEP179Od3kEhuZFMYi2KItmgZns1o/HLw/+ZhNXLVOkhirUDuEGFRecwpp5hIHMZmeRmrsv9OopiM5C7lihyOD/5BhQ05ipP4wc1ujIX0ZPejuuXOeTPkU2uo+ZMyPZz7QBGTGQBOFa8jTd/vZ8vLX1dTmyxm0EY1oiEvN7EODdFsVmsvcBCTWr+BFGTmjuDougM5a/l5/t/m6Q1QsNfQEQOYeRh6VkWAqnJVPbGmfMPEAiHAJ+mt4jny6R6rX0VXVE/T0b30xBFEnoXnl+lVD/U1lmCkMfnHQ4/WSCnR4ymDQ56c+hqEsebxglKNEUZiFiTu5FcaktHK1tpj8X289pmrZ4aETPqJH918l/iJCtEW+WlU6rt51jprna76FRsqnx5yGexxRh9ofh1ZsuPc+qKvyXD8+PAwIGcq1aSPJbPR1YlLDYX3voiezl7wrZyPjxdt+7U464GgAaYKD9EGFYJ/50xXP/3xrmxjTsFbVtxNpD/D3UmwuNY9b54YX3uIXFUS6f93jIKvCf/+ljgV5LcPH9OstibY6vsqX0mp73DlzU1F0/b2glKFCwvZq9GBFGTUbGdQnIj/3P+gZh0kSRnryNhduN4c1SbJzH0PA33pGTLioAdBZNcclObGKjrXWSMIVRFp+lNk7CGOS/zenq1TURRHUUxyKW3Sq/W1PlsTb6OjD7ATON5av4MleYJmt48DXcMTbUJRMR36g/yydnvs1DdjeMvMZi8mKw6wGJtP0Vljm3aDeRTm8ilt5KweuhNbSeTGMXQ0px0niFtD2FqaTbqV1JkmlpsGxqEJSyjlyBsYGopwsjBa3l8KyaqmsbQs8h5Ng0xzr9zcaAoBhck3sywcRGKoiEih9nqLv725HH+7Jm1HLgnw++d2MV3a19ld1O66Jhaml08dcY7+ZKXHNvt1/GT/f18gXdysPQt2eqLHHoyF/F7I6/jT0/eTbFxtM0AUxQbU893YMI6s/9lhpAQHou1F1YI/mqqTRiUTgEWCwwtxYcH3s/Xyo+y0NiPq7jcOjHCjamf56Cyh+nas+xMvZtp9Tg9Ypj/tL6X+2Y1vlm9jUrjBD+dfz0TdcHHpu5u2wOdHoLHyp/mjc900ZfeQdLqa4PLQRoBt5I0ITwuUK4lPzqFmjA4XLOoebMIBLqeI2n2SjcFYWIqSdbmX00lmCISPpHwZVXM3ETRHyOpd9OgRlYUOOJMs0d/hEpzgpQ9gB/WiSJZxnaNCjV3uu0nKU15h/DDOqaeoeHOoakmE+UHMPUuhjNXMFl9EiF0dhiv4XDwGBV1mt21KdYnryOl9OIodWacEXY/3MuCY3EiWCQMQ7ywj4X9FgPrNNSkQveNFr+//Sj//Z83Uqkflir5kQO6Td2ZQNfyGHoaNyiTS20ijFx0NUHdnaHinCSfWI+qGlLXzyviBZUYB+Xy99OfoCe9ndCSE0qPtYWZxvMM2hdxsvEkmmoxoR4iYfYzW3kaITx2JgfZaryXry7+DWFYo1g7gKLoCOHxdOlzcfKtUndmpFerlqbUCAjCCoqi81D18yiKXCxoWpIwbCCEg6X30Z08j8nSQ/hBCVW14yqRSTZ5HpEISJo9uH6RSET8a/kr+GGdgrWRhNGFoSZQ0KgH81Sb42QT61AUlaw6yKX6eUwZz2HrOVTFIB1lORw9xmb1ahaUKbrVERr6ApvSr2I+PEIQOQTBEreX/oJHHjsPxy9KaRMCejKXYpsF/KCBLxqk7FHmGvswjQxh5JEwulBbHoqRFycweVnhWxW0L+iNBjgeVNu/CcKS1I8TPp1VJyFCwtCNcamrMVlPDSmHk7FHVmLtFJV8ctMpBvH/fiGB7V4H/m4lU1EIn2o0t/qHV8TpenSdx+j8abXtsslNHR6+q7MlW3PmjyvBfTmW42wg/x82NMVE1xMr3IdePFqSKK1KUJ4gLLPNfjXv21Dk7SO/yC/vlxXwVrw48dBa8T42jb44gTv9O1fqh/niiXcCYBu9mEaG3c1vx0oKEQmzm5TRj6WmMc2k1H+rPCsTMTQEGpnEWv5s7FPoqsT3BoFDPrGO+fo+wsjB0PMYWor58AgZbQCJY/Qo1fZT1cZZm72B58tfRVVtFFRpJiAiND2LZYzQmzifKWZpBEt0GevR1CS9ifPpiYYIlYCBzGXYpNlg5Znz17KDbUxFRXbXb8XzF9G1DFljFCcokVDWMy2OsFDfH18jBUUxpJad1kcfa3GtKtVGvX29hPCIhAlE2EY3XlhdkXgLAhAKT5f/QRY5tDTnZV7PC8Wvsb98K4eqSW6pXMRCYz9CSK9bVbWoetNtSZPV4qxJnGUMnMZwea7+DVLTP8eJ5iO0zLozqfOoudPcOSmVnDsp/Jpq462ygliODssu4SBEnLUqOkHUaA8yBV3iZ8ISrl/mg1vmeHvzQl77zAn2Vm9hb01W+DL2CBszN/GuwS42pNJMNQ3etPMoryrp9D/7Fu5amOW/XnGCP31yHaXG8filJEO2IldqUgXBEgv1Ayu0pWQbWGUkex2z9edx/VneNJyiNGHxwMPD/KeDn2y3iYKgSCVYwjIGCIIyjXCh3fu3jByjqasYr/2AJf84rl9iyLiAQ7Xv053agqbaFBtHSVn9DOjbmFeOsFQ/yIxfxDIKjCSvYEI8jm12EUU+lpYlawxRD+YIwkZ8TaVY7Hj5AdbkbuSTmy7gU4dC+vTzmPL3cGPi3TQijzwFIiFoBCq/v1tnSp1kzHscW8/RK26isMah/qSLogu07hBtMMUHzpvmkcVf5bxUlm9Wb5N2UYqOriZoetMI4VGu18gk1lOqH0JRVNbkbmSusY9I+GhqEoGs5JlGL1HkEYRVZsuPxy3aPEV/DFXVY3DuIqqaoNY8QcIaxDZ7cNwZ/mXxCwgRyWqRmkTXbJruSbLJ82h6izHItwpaGiEiau601BUTXps1aupZLCNPw50jiHF3m5Ov4peG1/HrladQY1mU1tisOZOoqkkqZlOOsp3n/BcwtQzNYIkgbLIt8TqOB0/i+VVS1iBDxgU0qeDj8FSwly5rI41wATescEx9GhWVBXWKcjBBqEsCTG/Uy5j/eMyAklFpHJQYQT0rV7B+sa2Pl1UHmXOeQ9OSRMLHMnLMV/cQRU0UxSadGEVTLYQIKdeLnKmd+pq+LvZMdrefZVVNo6omYbtatpy8qGqKTGKUSv3wKq8kDTWudrfwqGFQoVQ/wEj+JurBPMXaHoKg/GNL4Fohr4msfimKdlqCOlN+5Bz2cur1W83Oa+XfJVFLvmAdvxhXRPV/d7bk/7diJQHnh48ffRLnBUtsTb2H593pcybwZJKbMLRU+xlJJ0aoNDx+bniAC94wjnPYo7Cvt+N8wzaJ70xx6rFbuOlWdH5eEPDNysPxv0NqzZOEUYPu9A6W6oeoNg6TyHaxNjqPPzzf4Olikn9Q+jhc/FZ7MTNiXUrJnGS+9kIs9K6wVD+0zIoXHqrVx1zlCYp6T0f+Ibtdx0t3oShmnBi17q9GFHk4YYNF5TDrrG3Ma3kWvSOkEyOEccu3odQwSXKoehdq+vUs+Id42qiQUXvj72oRRg0uU29k3DpJTSwyW9tNECzFKhvnU6wdoFjdC5kdrFO3UWtO0Fp4yeKTShhUUFXpotRy0dC1zPK7Aw1BSBBWMY1uFqMxSZ6IPPyoEQuuK20ImhDRWRM4eJF26qkJnNxpwOZUhqw9ilTAn2K+8hRN9yR3lT922kQchKVVVwRnxgTIlfrNmQ/z22s+SsuIXNOzcbbew5XJd3PfdC9p00PXEvICiYggKFKs7eFQ+bscryn83eGIT00eJwogsybgwxeO8ZfbU7iOwW9dOMnFqXdgm4OxPMOZy9vLQEs5QfdlL0FVTAoM8v7+D3Fd7iPMOQrfOLgGBcgk1nResXgfsvW6WH0e2yhwYUq2ajwaBFEDP6gTRh5HavcynL48ruRFRJFHxhhi3HkSJyjRm76QnrTU3cmJbmyzi3X6FWTNEaruJBZpys3xdgswZa8jkxjBMrqYqe/iTw7VeCa6j0OVO+g2NvKwdysviMeYU6e4ONPF4ZrGMfUIxxoPEkYul6k38fvbI2rTBgcP9yICheb+Jv6RKsMX1vjD8w3+68XTvCf3Zv5owwfpSW3FDYrtVnfCHERRVCn2GnnM1HeRsvraUhxNdxoQMe6rhSmQrhZRFEifO6OHIJSempbRRSa5AT+oxRZOElvhBSVURccPFnBcOW4dv4immuhakvML72IkfSVd1sa2754cn00pqmwNoytm3HqM8WeZddRDhZszv8zl6Z9p39EoakjMmYjQY8/UPc3b2JJ5LVl7lDXWFQwmL+F48CRbtGtRFBVLz7IYjREIl83RNjQM1oit9OvbSOrdlJtSyLISymqvE1Wk0DMuSaOHU19IUVTD0JKoit42XjaNDBP1x9G0JGsy13JZ4u1U6ofj62ohhIvnV2m6C3EFevUXlK7n+Pv5h6k0DqGqSQy9h8Hs5ZLsIcK4LdDZ9oukQPUqAHFFMeTKPW4JZ5KbkU4UHiX3BK+x30RnheHHGy0R4/CUBO7cY6UgNazEx50eSuxl3ArPn3s5gfv/WAgRsr9+x0tiYOfMNVSa4+2fWw4Rv3Xw07zpj3v5/nNreaL6hRWfkVI+5yp2r3S8k1v44JVjsuyOU3MmabonuSz9Hnozl6CpVpsJP1d5gkeq/0Aj0DheFRwp346imphGH0lrLaPRMFvFZXSlNiMQrMnfjG1005/dyWDuCtblXoWppkhaa/m53l/mCzveTyF9YXwutbi7EsStWElaG8hdjcTSO2yzX81712RIqd1UmxMIEeJHDZ6pf41pfx/1aAFV0XGUujSfFz4TzaewjFybwDBgW0z7+2hGxbb8WSs3UBQVQUipfoSnnG+25wxNy6IqpoSPxJ3EbGIdrTlthauOokvSmaKhKjoVZwJdS7ellWQst7o1LfmiLX1FCHHGGUfTsvGNbLU95aYX599PQ6lwqPivL6GNsnJl1JW5mGJ17xmYQRqalkJBJQhLsRaXThAscWPuo7xzNMN/G7uNNdqljCq93Fb8c3kExWxLbKhqkmxyA5v0q7n7jQ2sQohfU8lcmULUfb76xSHumlYYSmqcqAYcDGbIiyzP+N+j2jh8GhW9kL6QujuD58+1y86KonFJ7uf43EUJllyLd++TbLbl79XZatFIWIM47gyanmUgfQmztd3kEmvwwjr91naKwQnq3hy20RXj7SCXWEskAq7VX8UhMYYtUkyKfSzVD1NIbsQNK6SMXrywhhOU6bd3UAzGiERAuXaAS/Lv44XG7fhhjYTZSxi5uP4SA9mdBJErhYb9IkPpnZgkKYUT+PFDGQmfy/TX8f71CS7qKjHYV+GhIyN8/khEKCJSmkHW1DjcLPH5KwKEUHjN04c4WbqvjWPsy14SD9QEteYE2eT6GM9XQYjTtZoMvQc/WCSf3o7rl2i602haKh5BKoaeJm0N4kdNyvVDKIqJqWdRFYMgapJPrKfmztB0J0kl1iJEhOMvEkUe3enzMbU0QeTS8BfaoFRbz7NUP0jKHpTM4Mhr08vT9ii/3P9utmQiPvT8n7XZSFFsZm1qaVRFp+EvcKP1dh4P76PqTNKT3IalpBmvPtrWSzJ0OaY3aVczp46RFb2oqFSVJQnSbR4kZ4+yUD8gJUmMHoaV7eyqfBlQMbQ0nr/Q1oYz9Cz5xHqW6gcx9RyOv0jaHqbhzcvJLsZASiZtvt1+PVsLEFrPvSQaaWqSSARkk+uoxCLGQrjtFeXZEx8tdlpJtFeT8tk5lzblv2+0Wuyrgb5/1LEs0RCc8nsTaTv3sv3W/+2RSW6m4c4ShhVUNckbcx9pv7fOJbLJ82LB25ZTzXKVzDT6uCL5UzxS/lughXU1V4ztFlzl7AsMHUU1Gcleh6robIy2cm/5b9qfUdApZHZQqh/iNdlfRUNhF08xVX60XahJWmvZab+NR6qfo/V8bSy8leutC/jiwmcx9Qwps4+rtVdyRa/JHxz9OJpqk0+sx1TTFBjCUep874oePrGvn89M/mXH87Gch7RygmtSP8tD5U+wofBmvrh9I7+xp8nuxq3YRoGE0UXNnSFnj2IqaRbdw+hqgpwxQpcYYoFxeljDEe9hrjPfygPNrxFGLp6/wHD+BmZru9tdHWmrpdFwT2LoBRRFJYwcorDBhsIbOZ+tfK/8aVndR+kgRXWQJTvyE0Ux0dQkPekdzNeebyeMCXMwlnKTi2XD6GpjFDuVGTrjrJW4KGpgm0MxGHr55u8uf7EN1m5Ze7xYSPN1haH89Sjo7Yrd6kygULLX4gy2xWQDhcPKbv55YoFidS/j4bNsyVptcHZf9jLOL7wL0+gjbY/yWvstXJUZoFq2Mfp0Kos2oukjIsEV/Qu8sh9+5fxJ3rs+5P3Dw7xnTZoLjdeypfCTXJ/54ArR31LtBV6RfC+Z5Ob4JSRX8SE+W7fPs+CajGoXsRTruskVekjLIkrTUvhhA0W10RST+fo+ulKbqTpTKIrKZOMZCvo6svYoXlDF1DOkrQEp4xFU+H7jayyExzjo3EtCLbA5czOl5nESejemkqbqTCFERDmYQFcs6s4MmpbmoHMvmmphG93Yeg4/kJ6sNW+WSPg4fpEwcqiH8/z2yFZuMF6FrlqUG8eoNidYk0hRDjTmmkmOTHbzu0ePcHvpr3jY+QbfKn2S2xvf56nG1yk7Frl0k6zSR8sPtdXKFSKi4c5KrztzG463QNLqb6tqg9YGmYeRgzRKL2EbXWwtvAMholi82CaMPIr1w7h+iXRibYxDCNpU+0C4UpRR0VEVnZw9iqUX6MteQiA8dGycoESXtRFdSzBkXYSppunPXILdwokpKt2ZC8kk1tJwZ/nMzJd4elHhqtwvUUhuBCHlPxJ6Nxcqr6DUOM6AdQEPuLdIMK03zXx9HwEuggjXL9Ntb0ZVdIaMC5hVpITNbHSInMjHV8AgZ4/ihBXS9pC0tVFzTIp9JK1BcskNEren2liGbAEEYY2aO4Om2rFUTRJNtehJnS+vWeTEDFX5s6bJqpFpdJ+VgReGFYRwESKMZUfq8crfpeWScKboVIlXYqeGamPZbPt00LR2RmmDf8+QbiE/ygROQdfyqzD7QNfS7RV6i1wFEkNzegKnnKVL8XK8tDgTmeTHGyl7Pa5fpjd9IQqy6vqQ952XtI+GN0/nc9e5+PX8OR4pf7L9s8SpNzs//qLPLRC76jRIKnnuvmKEa3vTK5QlBAGj2kWIyOPO0se4vfTXzFSfQVHMNnPa8ed5qPwphIjaem050cvFXQqF5Ea67c04QYmHgzv5+MwdsfSISal5nNnabvaUvszh4rd545MLfH72cxDbGeq67MDI0LCNbnTV5vGG1LbLiC6cUKOkzqPH5K0edQO9iW2klT7mm/upO5OEkUvZP8kC4xhKgryQTkETTOP4i/hhBUHAUvMIYeS0uzpB6JCy+lhbuBnLyJEwu4kiD03PMtV4hufZTcKU87Jp9LCu8FqG41xn+R74qKqFqqYx9S5ss5uKM0HaHm7jjV+ZeDcDuaslExaBgoqmpc4qEH3WJE5RTFxvTrZuYnZn62Qcr7hKK0Fe4FP3AbQN2edqe9ulwpY+TSvy6R30Za889Sza/zL0bvyowRPlv4svbJN/Lt5BNrmerszFpNQe3te/uQ2cPy+v8wsbSvzDgWH23Ftg4FIXVAU1ZTAwUqXXCpgqZ1jydL50coHfP3E7e/zv44gKM+oUl1tv5a2F32Vn/kNcmP8Z/vISn09sehcbCm8GYCB3HTvMEUJXnuMVyTXykiodK3wRoKAQRQ5BUESNadgJq4el+mEEUdtma87bz4VcgxdUqbvTRHGbSlFUvKDKUuMwQkTMN/cz7jxJ1h7BDSssOAfRtQRCRJSaJ6i5M+iaTSaxBjco0/TmSRgFAuFxQ/r9aKpNr7WVujfHSPpKBjKXsV25lgdmBHc2v8FCdQ8pexAhPB529/CZyWPcejLBX+xLcr6yCSCWgIlo+At4/jy/8zyEocrbuzaTTW5CibE/C5XnSFsDjGavwzJyLPhHgEgKEROSsEb4xaHfa99jyWIU+EGNXmMLU+5umYyltkoXD3+uLRxcd6algKa/iGXk8PxFvKBKEDZJ2cNkzCEW6gdoupNcpd7AOv0K5psvkDC6qAYzGGoCFY2EkgNgsbYfTU3y/r5fJa0P0PQWUVUpmnxr7R4+cZFOQi0QiYCB1MU0g0WeDe9BUy1K4QRB2OSS3M+RtNbgBUtMlB+hK7mZjD3EdO1ZHK+ILnRcUeUy5RIMNYlPQFb00h+twVZyqKiktT401aYazFB1plhvXYOuWrItbXTjh7U4sduE489TSG5ih/3G2FXCwotqbZkZITxpORM5BGGZhDWCaLOmTn3S9HZCJRduK3Ggaws3t59H+fnTXwqdEIzlY0idx1xq2yltWLmv9fnXkrBO94X8Py4UlSCsrUhkQepRLWtdctoLdmUIpGXbwCm/1/hRMyX/749z6RD9+0fS7MEPKsxWnpSLLb1rBcb6XCJlSQvBM2vadSR4YSPGoZ67tZus3MlKz6Hy7fzUExF/NvbZ0473fPkrSI9QDU3PkkmsQVV0TD3HSP5VkjilaLJLkN6Oopg8X7uF3zn8ObyozkLzIJXGEZaqu1ioPIeCiuMtEIS1tte1qiY4XLwV15/HiLUvo8ij2jgWu1JIH+qsPRrDcDTe3ruWLxyzWfCPoGkm/dZ2pvw9mCSZaDyOG5TbPuymlqIZFZlqPMOT3ndYF21hiZNEUTOGyphx96aJrudRFJswalB1JumL1mLqGfrMbQjhy44NGjO1XQRhEymEXGGy+iReVKMne0nsRpNGVVPoWhqjtZjWM4wkL8f1y/GcoHJ7+W9ZahyiP3NJ/D0l+S5p9XOmOGsSZ+j5dlnQDxbbN9SMKwEy0z41aVs5SbfwH63ETVbUTp/8c6lt3HbRzYjTGFrLp+gHC8xVnoj3J6g0DjFfeRaAK7SbsUnzmdmnma88Q6m2lz858Sn+ZG+aWxeO89+fTxKUQ1AVoqLL536wiZQeMOfY3DoRclw8y2JtL15QZbz0fQ4Uv86Dlc/wjJDU3rTIcLCc4aduPMpbs5dwfe43eFv6lfzWtgpLM0mO1nVurX6PZZwN8XnKRFXXsvFNTOL6SxhqAlPP0JXcQtocZEPyBhRF4+HmVxAxu8VQEzjeIqpioCgqazOvoDe5jYY7ja3nyOmjNNw5tlivRFFUdM0mn1hHyupDjfVq0vYQCbOXinOSUm0fT3jfJhIB8+4BuhKbWfLlCmhenefp4CAKqnRZCD260zsYqzzIweod3Fc7wpPRkxRMPW5vCqKo0VaVfrL5DT62e4RuS/DRoXezqfAWrsj+Arn0Vhaquxkr3YfjLeKHdZLWcCwxYtGbOJ/fuXCWK1M/HU84irRhUm1ONp5CVQ1S9qC0ujJy2KbUZWu60+1Ec0vhJ8haw+h6Di+otq/XbPU5glBKW3y/8RX21r6F4y0QRi6GmiCrDlITi8z7h3DDMgOZy1iXuZ67mk8xXn4Az5+LKeQRc5Vn+OKJHGmlm5Q9SMkfx/XLNNw51iWvoU/bgoLGgeb3ycRi1iJycIISi/WDaKpJ0uzGVZrois14tEDVm6KiligqU8yq47iiRlLrwRVVupJbUFExjQwng90ktW401aI3uQ1V0ak74xRr+4iiBqFwMTEYFVvo07aQ0AroeldbEicKG7QSMsebIwhKnCpncWn+g9yQ+zWE8DD0gqwetZ9TlUJ6K2PF76/67Mo4c8VDUTQUxZK4uRX4WImFq4VzGFpKEob+3TS6VobWITPzw4VyikSJIAiW0NRkjH9dKU8hKyeiI/k9m9xIRHAazKDAtvw7/g3n+3L874qqMxlXtqUAbxhUOhjJ5xY1Z/Isf1U6BLhBUe24y3F2IWPZJVpWh+iUA3q29Pm447RynMrtVAQCLR7fQVilL7mdZ28ekl6uIiIIa9SdGYQIsY0CYeRQqu3FD+voWgZVTZJPn88H+n9FVqgUs40Vi2LduHRiHW/KfICu5GZ+b/1vsbXwjrgIIu2ulhqH2xXJO+cW2eWOE0RNqWBQf5xBYzvz/iHWJ19BwuxGU82Y1BVxnnI1lpFHVXR2ZDOEwm93KHKpLYjIQVEMIiFhOKpi0pXcxKHgIWrOFNOOdNNpeeS6/jyh8EhYIwxkd+IHiwSRyyv0VwPS5UnXkgShxFOHwqPhzjFWe4QoLvTI3MHB8+eYLN2PnCdUoshh1Np5xvt41iTO8+ewzf54YlXbZX7fX+Jq+x1cn/v1NvNs5U2mLaa3vDI/+6rI9ct8YyLTTsqWY/XPyGRRoKoJgtBhgRIKKlO1p9sJo6XneNC7iz2lL/KseJInnxziu//cxwc+uZb/PvZV/vgFwWePhPhRxHzlmVjyYorWi0oIj5Ole3m69Dl+UP4st4xDbdrgC4u3sMu/k8/PfJLf3KXylSPD7F4MWKieeu7xuaITRg4icqQAYWItDW8BXbNp+PNU3Un2l2+lXDtA2hpoD7i6N4dtdrdlQ5b841SDGc7Lv0W2WUWNlD3A89V/lVZeIsDU0jR9yQZ2/CX6jK2MJi7HMnKkExuQbgXSaDeIWzmqorOBERqiSL+1HV2zsc0CaX0ARdFJWf3MBQfJKn3c5z69yipSoCoGdT/idw9/jq8vHuA1qe188iKTP133Ni7KvzfWzwE/qEuAqIgYzF1BWulm13wXNaUqHRPQJJZLeKSsPjy/SsFcj6oYRFHQ4WUZ0vTkyi0pstT9eVJWP1l7BNss4HjFdvW3FdIpIEnDW6TcHGPa2c1C8yDl+hHcsEpW6aMSTbPkHm1/R10v0Ju5hHRiLZ+c+AsalGm6UhvIMnKyFU0RjyamkaGQ2IAX1smntoKiy3unZWSlMKyzGB4nrwwxr0xIRXEqOFGZC9hOXhkirXQD4EU1+vVt1B2pheSLBllrmJI3RiG1ma7MBW1hSTeoMK/OMKkeQxUqJecE2cQaMom1pBMbGM3fhKqY9GQuoWVfJ51QtPg7dvGZC1KsT0jRy49v/RVuSv18+7pZRi+aYkjtRi3bUbFTOv5bneXaeo4AdC0RzyGt4+ZQ0JmrPEGlcYRLcu9FUc9kNv+jDEW6hKxIKCXU49zbb4IwqKxI1BTFlM95y4u1re+3WuJ7+vVqVSNlm7XzGVPwg0UOlL99juf2cvxHCUWxCSLZytS1PD/T9d4fah/rsq884981LcPODuKVquio2ou35DtbrC3dtlPjutyvkk2ed8pvQxQUQuFRqu0DIk5WH+ddd3dzzPsBAkEUuTHmOJRi75kL29qlKCqammS9fgX3Nfaj6zkyiTWYep58aivpxLrYVWaW+7zbAPjnxce5MXkeKXsQQ8uSMApoiomCTj69jR2pLubFcTy/ihAhqmJQEpMEUZMGZWw9T8ro5XztekbUCxhXDqAqOtuMm1AVBVVRpf6b0SOxvwQI4RJFHhXnJIXUZuZrL0hrwLBBvTnG1sI72Vh4K28q/CfSiXVclXov2xOvR8UAVMqNI3yr9AmMWBXBD0pxQaKCpefoTp5HPrl+xZVVFBvbXHa0iqIaUdTkSO3eM97HF132ekGJhDVMwx1bQTdWUXjXSJYTk9cxXrr7jJ9vt2DPtiJAqjzfUz3M9sJPsa/4ZZYnPg1DL6yQLQE50Wlalv7MxXy470bumF3ipsIgf129o/3ZhjPBQOJClKzGXG0Pt5x8BXdWX+BQ8V8BuJe/JmWv5083vpfd3BDTe+UxT51kc+mtXNOv8fFn1uMHj7StuR4q/y2T6luYd1d6ySqK2Rb7K2R2sFTdA4TMV3djGV003UkK6QsoNQ6hqibrczfjiyaqolNujnN16mf4Qe1/Yeo5UlYfblDB8ZdkJSXRZK15BTPRAVy/jG1243iLsrSNgR/USVg9RJHPlPMcmmrGvXWLWvNk29ao3ByjJ7mNd2Tehq0pTNTWMh48i6VnCYVP0TuOiFu6rijT8Bal5puWRNWzHbp5Cj/T/XO8ZjDgH6cXOFZ7gFn/APfv2c5S9AwDyhaSVh+qolNtnqTWPIau5Wi4s8wrL/Ce3RAEJUSclIdx9cwJusnYQ0zVnpYvRxGQtkcZsC7gWPU+osjB1LvYV/uOtJmxBql7c+TsdQymL2W++UIMqj+GbRbI6AN0ixEmxT4UNErNY9hmF46/SK05xlG/ymD6UhoskLKlJVY+sZ4ubS3HY+HMucY+8skNaKrFZi7n0fAzzNafB8DxpqjrPVhGDteXGnlJvYtRsZ1djVspJDdhq1nqFGmGRXrs86iGM2xSruAFDjHVfA5DT7FBv4qTihQU7kptptg4iopBhE+1ORbr1ckVXT4l2VuVaAY3rFBX58nZowSRSyCaDNoXcaR0Oz2ZC7hcfSV3KC8gqUzLFeMwqHDzM7dTa45RSJ9PTg8x2u0/IdnTURNTz+MFSxhGF76/hKom2owxEXmrAPeNts6WEA615hhC+DFTNiQIyh3PWchz5S+eEbz7o43TF5S6lmOI85ji4ZewlwBdzROEre8YIoTEASmKucy4Pkdv56Z7ktWlMVqLype9Vf9PCkWxySbXU67vB2TF6ktLXzynsbAiREBtFc1CTcsShQ3CsMIT5c92HFd/ya4nq5EeLs6/n2PsouZMtPZMi1TQwql3ZS5mh3oDF2SyfPrk/2hX0yTWTTo7Of4iM/48ltElVQmQ8mHPlf4pJmmkyRkjFGv78MNaGzYSRi6l2n4so5elyOF/lh9CCJ8NhTdQ9McIhYdp9NB0F8iZCtWlSUmgc6Qr0EL9gFQ1UHRSRi9B5HJU2YUQId3qOgLN4YTYhVvZRrF5jMsyP0OvkuOB5tdiW0IBRGTtEZbqsnJq6llcv4SQjrG8MXMRfiTIiTUsKDOMN56IzerDdmtWUVTS1iCuv0CtcRxNS0vimlIgL3qZ9Zc9bRNmP69P/zTfKn26TewEgevPnvHevWgSF0UNvKB82u+/X/4r7q/lV/VlAwmuNLR0+0UvgXuriQ9K8+EgWGLK38PPdb2dfUXZZlHQeX3+t7igYPPV0pOMF+9ZwYgTIuKd2Ru5bXaeg+HDnCj2xvoz8Z5Vm3n3ANXmGDdlP8yr+l3urq4sPtad43zrZI2f7b6WPys/vKKs3Bnl+iE+Nf08x0p3nQJGFhwtfgfLOL1nLYGJOkvVPbFrg9S4aboua/I3M117Fk1LykqX+wKaalFtjpO2hzmh7CdlS6uSLcqVPOF9mb70DtTEeczUnmNCfQ5DTZAy+8hroxzzpHlwGLnYZoFy/Qgpe5h+ewcGFiedZ9CVBEmrH1U1cP0ShpYiEC73OE+TIEuVeXr0TZSjSWruNDl7HRljiLI3jqGl2KxezaRyiMnSg/E3bJlHh1S8kKeXDASiLcni+mUpaGz79BpbCPEpRUeQkiIlJIg7sQKjpak2qDaZxAg1ZwpbzzOYvhRfNAgil7nKk9ScSZk4CAc3arQZ0i3T+vna86iKKZ0qtJSkc6MyWXmcIHMJS/XDbMm8loXoBerODLKloBKJgLHSPRJGICKuTP00N/Xm+X+P/ll77Da9aYaTlzHZeIZD1hMIQrrjleqkN0Vv+nxsJcex5u3kjSuYrj1LSZUJ4EJtL0OZK7CVLHPuPgLTxQuqHDWe5s32zdwhFlisH+I4TzJobJe2a94co+mrWfAO0XDn6UlfwPnK1agoPFD9HOXGETQ1SY0p+tMX0c0IY8EzBGETRVEpBidABFSdSe4KP3vK2FXaz0mLPbpU3cXvneijES60n7MwrHRY5Zn4caV3GdulYhm9p0kStUQyOyvbch8qinK6htXpQuA/PjxTEJZ4uvQ5lsV/z/1zMk49X3XFonc5zv69dL1AFHmoit4GlrSIWy+zWH98ca6JN5yqLxo/U2jYZg95c22Hr27Y4ct97iEImK/ubr9DbXMIQ09RbRxjGbcqUNWk1BsLinAaLOncwjIGeGXqZ7mwkOBVfU3etfexeBwrbWbszvTPECoBT5f+ET+ss6gvkNBz8u/ClW3IqIHjLyIIEfE8EYQOflCM3xlB+3ih8NranKpqcmH67UyKfSzW9qMoGltTr+Vg4/sEYRXL6CUl8lTVGWnbB4zkX8UXi/fRcCboz13F2sRVTPl7Yjccnc3GdRwNnqBgrCUiJEmOkphkiPMYE7t4vvpV8qktHI+ewtcuxvHnSVgjMlkTAYvV59lUeAsmCU40fxDj3TWOle7ik8XvxZJJ0mZL17IdcBVARChoLNZkIq9qScKoQbF2gLJ6jGvTv7Di+o8kL+e1QxqPh5cxWXqA1nyRsIbPeM9ehNgQtzaU1Te7JP1uhnPXrvq3MKzieNPtnztFdVccowObU6rt42/H/5hl+xPBD4Lb+ezcN6gGM/TnrqIncwm63oWh93B15n387k75gqw2x7mAne1zVRSTC7LviFt3Dr1mAj9SMMTpNlvPhfeSN1uCfcuRsEZIWmtJJyQj8WTtiTNMpKdmygqZxHqJHVNkQppJjFJIbpRMHj3HbP15NNWUpW/FwNIyCBGyNnsDGWOIucZeus1NKKjsDe4lYXZTbB5jUGwiZfWTM0a4VLkBQUSASyG1mUj4pM1+FEWTithhk2OlOzhY+o5so6IShA66YpK2BnH8ImXnBOOl+5hoPoWuWEy7u5mv7qbpTrOJSyl742w0X4GhJlhQp6gH8yRtaRavqol2Un2/dy8LToScPDTS9jBJsxsvqFBxJhiMRtkmtiEip6NcLHF1chUox4EfFIliJ4dIBDS8BWZqu6i4kzhBCcvol76WwscyBsind9CTvYSUvYYoclBVE11NEkYOfiArIYaep9g4gqGnqcaJ1mI0JskmYQ1VMRHCkQsSEcWm7TUORI/w+YUHVmIchceR0nfJ2EPMVZ4EBJOl++MHTmGq9BDHit8FIk4Ub8f1Z2i447j+DEFYYqJ0H8cq99B0J1mq7qHWPMpc5QnuaD7EbHUXrj9DsfY8h6vfx1TSZK1hHFGh2hwjEh6XKK/g81c3+Kk1qbZESxg1iISHLxqc8J9EiJC0OYgf1HHDKqqWxPUXCEPpjLHcAhTxPVjJ0jSUBMGKBZfWJjYJ4XUQklqaaGEbBwasaJna5iD59I6O9ittAPGZwjIGGM5ff8a//9tCaUswyDgV87P6PNUZp3opA7K93bEm1rTla7Ayzp6YBkGRKKqt0JYSwqUvK+e91W3SXo4fdXQmcGvyr1mlpbgcKwXil6tZF9pvZq6xl1Zy92/BYOZTW+jPXoFlDOCHNbqsjSStkTY+HWThRBBgGb1YRn+HDeWLR8uOz/XnqQmX4YTgI4eOxwmo/F6ta+IqLv/PlgIJaxAFlYPVO/jYiT+WlWm9QMvOT84rrap3iK7ZQNiGTKhqkpQ9gKllcKMKV+d+maH0Tn5pdABdsQnCMoqiYwqbodRlJK0Rcom1zIvj1N1WZVLjnblruUq7Dl3PY6tZKmIOXTHJ2EP0py7koPcAflinFs5RC2bIRHk2iIsJCFmo7iGKGpTqRyg3x5kRhxjNXU/OXrdMDkOgoTPmPI6hp1DVpPR/bcGRVJvWc50wu2Pih8R2J6xhbk6+p73gzSbWtVnphpZmb/Tgivlkxt3DX558ganyo7QqgQCDyUvOfO/OdmNbrY3TPds0RvKvYlf9m0yWH+0YCOkOVtWpopfn4l8nMI3uDkPfkErjBHVnWrJZ6i9Q9+Zija4RHqv+E79wXx8v+PcQhhX28LTMfGMF9N2lL7ZL2U8Fe3lyycRXWgnDcpRqL/CVmZMdkhdygL01+/M8eOVbuch8PYIA2yy0xQdX+yata0NMupBSDVLdvlw/wFL9IElrmJ7U+Xj+AkHYwDYKbNSvJK0PkDGGqIVzzNZ2S/PgcI5qc4y6M021cYymO8nTlS/g+mUs0jwefI9Q+FSCScm0VAymSo/ScOdic/ZhWdbWkiiKihtKcoATlFmo7sHUM7Fem0fdOc5CUxIbTD1Pf+4KnnW+Ta05wTzHqbkzzDp7CaImdWecTGItKXsQEKzJv4ZebROhkKKyupbB8YosVJ8jl9zAhtQNjKuHef2wxZ9v/T3OSy6zHBXFRtcLZJOb6M1eSjJmTzY9mRSnrQFS9gBNbx5FUcnYQ7EGnRzcvz7wdirNCRrORFz9TeEFpbaOT6VxItZ9q9B0T1JzJqm4kzT8+ZhJpROEZXoyl/Lh4d/k/MK7UdU0QvhUnSmmSg+tcq9VPjpwc9uQevn+ixX/Xn6pL499RbWJhBcnv8sv9KnSQx0tEC0WxIyYKj3EZOl+oqjJSPYaLu9JkrA9PnbyQHsSsYwuLL3AOi6WfqxBlUj42GYXTXceBTVua2qx9MsZcKbx+R4tfptSbW/H+Ydxu/tMlQllhVhlywlBQcfxZinXj6BpaZY9kM8udeCHFebr+866zQ8fAsvo4ZeH/wvrCm+gNY6WDebPnGS1rkeLpNAZKzUvtVXmzHMVXT312ijoeoEwcnlN+oMdProvx48nFP5o7eX85tC7z7LN6e3vfPp8jkZPxC1yuZh5S/63XvLRM8nNbUmumfIjuP4MUeQwWXmcMHLpSm6JFR003pT9Rd7W9bt4wRKuP3MaBOlssbyoCnmk/Lf87tEvcKj4zVW+m5QY++aESRA6UqIqrKHrkuEfBEvSO/s0bKsi8cxxmEYfPekLCCOXIGoSRC4/M9KFJxr87vHvUGweQ1EsUvYwx6On6I/WsDFxPbaao+7PxuoIxIQA8CMpqbTkHmVUbGW9ernct3Blp0dElJrHyerD6GgciB5BRSWbXE8utY3ezAVoqkleHWKbuICGP08r8VZVi2I0Qb05RhA2WZd7VZvpmrRHuSL9s4AiOyLOJDLhDYkiD0NPsp8jtOArxdrz7esxlLqMYu1AnHfI6zxq7WS89gOE8OL5Rv7+WPG2M967syZxZ5psVTXBTPUZ/GBhRWVqNHcd78h/4Oy7bIcSS5RorMm/qr1qGElfyTXaq9pbda5KZStymq7UVpaqe4iiGneW/rLdCpos3Y+u5+lO74jp0ssT8tHid3h6qYolEqcwaGUiuav0vxAEMctHkWVUz2G0r8S1XV2AQqVxnNIZvVZbIdvAXZmLaIG+h/PXo2kZlPhyL9T2SgeKsIamWjxb+QpTtadR0Sg1j8egzjnmq7tpGe8SV7xa5IvDxW/JxLC6h2LjiGTX6BksoxddTbBZkxVS2+jlytRPx4nRIpHw6bHPYzB3Bbaew+pIRBRFJW32M5y6nII6ymDyYjTVpuSciD1Cy7h+Od5Wi2VmkvxU4SruuM7iv1ywwB9t+p2YjFEBBJXmCQ6Ub2OsdB+b0g6v6i9yuPkAIFAU6aGnoMrJQPikrQEyiVEso4uE2U3NnaHmTJEweyVYtXmCllK268/y9/P3tbV9gqBI3TmOEA66mgQiBBHpxAi51DYuyP8sAPXmGJXGEQQhW3Nv5h3dv4sTlJlvhlgigRAeup6Lv8PpIYTLHxz9TIzpOnOslvTIKlSTsyUyhfR2Fmr7GCveGV9rG1CZqe3ia0t7+bs9a5hx98SGyz34YYOMPcSEso/e1Hb8sCGT6hi/aJvdSAFsq2PsLz8DrZXgqefb+fPZW0tiha/wyu8mGVdhzJDNpbatqBCsJlOkqUn8oHSW4/3bYk3qGn56bY1F9zCtKTAMq9Ka7SyhqPYZK2Hy+khdspQtHVsS1mD7+1lGP52VOgV9Gejd8bvVIoo8FqrPcXft83HFX3u5IvdjC5VvjYd8Zu6Ol/QpXbVYiDVDARxvltvKn3rJRx+2LjmtlaYoJunECB8a+BDX6q8gr42iKBqzYZVteSkg/W9jeit8ZOj9pxx3WXNPVW2u7xMMZXYSiYCUPcofb/q1mMyox8Sn1rE7dOZEgK7l6UptYVvq9XhRnWpzQpIHmif4HyfvpxksUqq9gBdWMfU8URRgaTkGtSy9ogdV0WPSj0pv9nKuyH2IdSnBU9GD5JIbaHjzjCsvMKnsxwnKbBQX0mVJfbqu5BamG88xp04REXE8eJJucxM5YxQvrKMqBlUxzwvsJhlXM9fmX811mQ+xjotJ2qPsNN9MdzQUSwZJONbB6FHJOo4aRFE9Zq3LBDFl9DLt7ub0EGwV2zD1fFtAHmDS300YF35Oh2GsHi+SxK0eUVRjffam07SMxop38ZWFvzynfSiKweuyH2ZN/lVcZ1zOly/6ELnUNiZrT/Gd4sfO8smQujfH6j1/hQ8PfZgL1Rs4fUUteKD6OUrKLKyq0RMCCr3pC7kx9xsM5a6l17QxjIhX9EiFemIc1ouFIIjFjAW2Och05Slso5sdmbczkLgQFJWu5Gb6c1fRcOeIojrr0tfjROVY4qOXcFUh0JXHkCDTFIaWpu7NkdEHyCXW0pvcxj7nThaqu/HDOhFCemsKSVLIiwHeW7iRcnOcprtMXQ8jly3iUpqiSC7qRhC1Lb6K9cMxnkGlkN5OpXGCIDaFn29G9KxvsPn1DmUPHG8RTU12TCLyen/00Bi/uUuNV1EahfRWosjDDxbw/DmK1b3MVZ6mXD9E1h6l6c4ThE3pjecXsbTsCjC8gkbFmehg8i0nD64/SzqxlihyyBkjvCn1dv5o0zC/MvSbZJIbgQhdy7EUTfB09Bz15hhfW/hTDrn3Y+h5wqBylpafwA+KrCu8dgW1/2whRV7TtJLx9u9jMejOKNaeXwFMFsKVDiaKSjWa4xPTX6HaPI6hpRnK7CRtDxFGLn1souScIGF2c6R2r2T5Rh5Nbx5VTUrZkPa1iiikL5SJoJZF13IrxK3li2IjQIeA7cpq0uovCfldNC3d1niS38FBCJ9+cztJa7kFtJrgbiG58ZTx86ONI+U7+fgBmzDsxL++uKaYbK+02q2nVtYUbHOQtpciOq6/1BY8df2ZFZU6gHSHNp4UNM2v2J9p9KGqiXZbSo59gdRg/PFIsfx/JU4fa61nMuTbxT9jvvLUOe9LVdNoisXK8RT+UOLSB0vfaVedWhFFNcq1A3y5dBvfXPxTDhW/iRAej5U/zZ8e+3/az1pncnCmWP0ZUym5AsfrrOQtPx+6muR3TtzHeOkBTC1DvTnGn568RVb5CVDUlk3VsoSJoliIyGMocwUREce8H8TdI51sch2ZxBoqzgRNbxFFlVJZPaltGHqKlNJNNfTYIx4hRQHXL6OqFmvVi5lQ9rFrSWCqacqNY3LBU99PWpFz1rPedwEIcHDDCr2J8+POREQQNUmQ5SLlElJ6LxfYb0DDYJ3Yhqkk0bUE15uXsqgu0KNk0DWbh2v/yPONbyPijh9IZY0rrbeha1kMvVv6raLgBw2aQSnGLsLKeV7hvsYXCaLGChx/tTkeuzd0jh2tXelcLX6oJE5V02xlM7ZZaP8sv5BA17IkrbUvug9NS/O2UXkRdgcn+NaESrU5gaZaZ8TgtUKWqJdfhJqWJWGN0JW5iO9Wd3NAeSb+i7JixaoqOn+14WJ6smfqLwsuVa7hzy4UVLyT3FL+Ar9+71r+8pDTgQOKv+9pg1+JsV5KjHuT1bsgxmnVnRPMcYSc6AURUXNnCGIPTkUxGKs9wlzlaYkDc6dXacesHmFYx/XmyFrDDIqNK7+NCFEVnT3enYSRi6qaJMwe9lZv4Y7icVlJ7cj209Ygx5QXaARL7G5+G1fUKDsn5IAPy5IlHFYo1p6PRXnlZ+9oPsAtD20gmHZ5plQBRZUrFUUnZQ2iKDoJs5/jtYeYU6cxjV5Mo1u6OUROewWn6dlYmVom6ppqS9BrWCIMKrEh+fLgLmR20Jfcvmqym7CG+cO1P4Wi6BTd42iKws2XjPGO0QYCCTZNJ0ao+7OMFe+Uk48iNYSkTMTZW36qmmC72MHHzvuN0yoqq4Wk3ddX+UsLR/ginxYRA6mLWajtlRInQmqJLTQPYqgJNqpXYghDElv0PBl7iC3m9eiajYKKbfTGmnmtyVhQqr1AFNVjvJ4kobTuRT61lYYrMa26mkBB54L8e1dU0VavzsX3R0jf3+VKm0I2uYVDxW/GDNv0qtWklL2eucoT0nP5nIDl59qmXI4oqnHL4l/GDLSXGsvjb2UVUcQYYCGrwbQs5VrjqPM8JZGnMzEIgqWO9pckg3j+3CkLiWWRdJkQvPTv/nKsjHal1Oxj5fU8N1LN6tIcEbUOPPi/Jc7ktKDp2bbr0YbCmzi9UhOe0ztktXkum9zE9X0hrMqGVnhd+n28v/tmEEEb9lKuHWjj6iyjSzKpRYCu5WTHJXaVaYQLNL0F6s40C5XnCMISTW+BUm0fgpCsPcLvrvstQhFQdselpzg+B5U9hMJnMRrDDxaxjC4O+48AMOd4TJYfRVFUhrJXYpsFxus/IG0O0mOfh6EkKDaPkdJ7aYQLHC59h2JtD9XGYU56zzITlVgntgMwKrYwqZ4gIiQImzzgPslINMi9jS9SaRwlDCsxznk6hkopNJwJNqXSbMzcRCYxQpusGTXjzl2Eqibbrd/Wlc/ao0QdrH5VTfPq9C/GPq4r72V0BgIp/JBJXNoe5qreZYJAFNXalj5+sEDDPRkncisHt67l6cteSTqxkXxiHR858HnGS3ezr/glvjT3x0RRDV2zY6DguYWi2Lwp+2Ecd4al6i6OFr/TgWMSp73gbxnXCF8EvDyYq+EHdRxvlm8UP8dD5U8sHw+dwezlErzYrqIo9GQuwdBT8WEjotg+qpVlq2qCmcqz7Kp8VYr7KSpJrQcv1poK///k/Xe8ZGlZ7w1/75VrVd557865Z7onBybAMIQh55xEMaGIiuLxVc/xOXo8HgxHMIOKoAcVAWHIQxyGyTn19HQOu3fvHCqvWnm9f9yratcO3dND8H2e97n48IGuXbXive513df1C6nIqpTSeDYsNKn7Ndt4nAdqH2Ou/iC14CzlzHYK9k7C2EFVDEytwEDqepAQc7B+65otVVrHyIl+Wu4MflhFFxkyhnxp61o/V2bfjKrYPVphUupipnYf35wW/P7ndxESU7Z3sDV3UxcX0Z+9CJDViMOVzxJGTfrs3by77w3Y1iYyxmjqcxqiKhaKkkuxEk5XVmG90vLLrFcykKzP2gnCJn8+fS+qYvNi6w383M4WaibhuS+fZa/+QpIUbxmELbLWNixjDE3N0fZn0yrYM1Vl2twdfIWqLxDnKXUDKZlAYiVXh5wIntl4PWMMUvEls20kfxWXld7NaP4aNmWuoaxuYVqc4AnnVgrWJmy1X4pmkhBEKekhanWvZUdUWa6Y5b4HC1dzg/UWDK2P/vyl/Nzg67oYUccbB6EQi5i9uZevsYVarZWmaX1pIq/1CIInXcFSRRhcXngbpezuNdvZkLmK/2ckJ2sJIR2GoAzRvc4rQ6T6fmrPd2RciN1W77VWlMwFV4L/3xDPpnKrqaWuVdRg4Zru3N3ZhpLOc88YSUjW2spq54OOCPqPJwRb8s/rkpTq4WQ3gdLUUnduvrBYO8/ljTEuKjZWVNK7exYmv7o34JJiiKpJ/1JDH5BFjnS+aHtniRP599eX3sdPDP0GSep52g4qZI0hivZ2BgvyWW97Z9HUIs+13spbi6/kOf0e9fZpXH+RrZkbMLHZlOwmpw5RTeWpotin1jrKdO1Bbm//G7mMtFfMiCJ6ei3iJGA43kIlHJeuOt5phFCxzQ105r26c4pABGw08jSVOhv1Aio6C84h/GABXWRo4RNEzRUdvM7iSqBiW5v41OInOVL9MnXndPceyXe5zDWSJCZnb6M32b5MPJfNpZu7/04Sn283/pZqymTtjfMRwZ4xibux+H5uKX5wxWeGmuW7sw2u0F6atlrEiqxfCJ2CtYnVL6c9hVfy8PP38ZLMW6g6J9dIEgDUnSMXpHEjbSxy/F87fhNDUXpe8ud+IQ7k9vNd/3YqzadXfN474FUhmK3n0hZdtK5Z93T9IQQqxexONK2IqQ9TcY7T9ubRtX45oJMQVc1JTk+4RJLE2OYwm4s3Yen9bMpcQ0TQ1Wy7Jvt2LKN8DhmWZ44oxaBBQttbYJBtRLGPpffLfav9tMMqJX0ztjmMsU6pPYqazEfHpaZaZgtuXEdBIYha5KwxTvN4N9GSmm4GmppDCJVPzf4Rf3Tyf3FP7W+Zrz/Mifq3iKImQdRCV2xKmS3dKo8iDMLY4bbGU2y3nst11hv4+71v5be3foBfGP153tb/q4Sp/lEcu2n1R+3+Xk48Kpf1q1xpj6wQRxTCQNcGCKMqZ6vfJQgXuLXyET5zJsfvfmk33/vaKCfiB8hltmNoBSyjL62GKqk45QVfcVy/wv86/bc43jiGPrTiOFZEEv4A93VlYthyT9FoT1Cyt1MQQ8xziqp3GjspYCcF2nGFPns3LX8ON65RUjdxqP2NdEHhSMeV9BgK2V1YxmjakpP7aXlz3O38G14wy1LrMF+rniDptq01hgpXUU2mcEWLrLUao6ORt3cBUMzuJopkiyBOfHKZ7d0VaLctGNV4rPpPPSDf9DIlAUcrn3/GpBgkg7Uvfznnft47CVIHP9bxJO21DYNzJ4zqef52jj0Ko4ccJdl8UktvOVmGXjZbsmJxsjxRL0tVrDyelezZOHaetR7Y/9PjfInaheuvCXYXXs62wguJ4yaOv5DilROGitegqgWy1obzVj9kqCAUvKCCrpUBQcYY5ccljSPQuLH4fkBivElCXlH8AI6/2F1QCKGl758fXI5GEya3ni2jCG3F9VbVAr+86Td5tGrzoVMT9Gf3sKP4EsLYkc+iUOioDEiRWpfnj6i8bCzuLiBz5kgX+mOr/WnyKYiiJpeVs/z+c0/xrWlJTOzYKy7FE0wqJ2nHFfywTpxIYXtNzWNoJaw02VQUjWo0QdU5KTtawQJPed/AVvvJ6H0EYYuFxhM47kQXCpYkLguMc1/4CLVkhqXAoxZP4qdErkY0Q0LMSP4q6UaRzgtd/2NkNdJNIV592T305S9jc+mWnraoZJlK7P7y2Hgk/i6Dyabuv5PEJ44ddpRfdV429Op4xiSuKGyeN5Rd8dkG9RIe8L7ImJHl4uyruKT0LnKZHWhqCV0bQFXttPW1Mg5W/p1funuQ6UhO8Bcey5N63t4lRQ5jWVnYXwx4NF7LZOuQJkAmaXl7F61glsXWkRUvVE3r4w92/SbFtFr0JE+wfWyRjCkrUJ2VDUhv13J+P0lqLG4oWQayF2PqRQRKNyFTFJsk8TH1co/0QEwUezjRIoP2RZx1HyGIHXLWGDuKL+GA/w0Gzb1oP4KVtRfM8GT9szjeJC33DE13gjOV71BtHWW8+h0azkmieP3rP19/lLa/yCXaLQD4UYtR+wrcYIn5xgEUxZCrLDVLPrOZhBhNlW1QyxxJlcIThNAQitHdTxC3sYwhVK1AnEgV7PHm3Zx07+Z+9wvcegYeXmzzRK3Or13UYF/+tYAc2MWMBIrrWqmrRC6Eyremm3zg4gU+tPNnuhZISeITRnU6L++O7tffTn6EPxv/Q17x8N+x1HiCKPYQQsHx5nC8Wbygih8sPIOvZW8I/J4WWBg15WptnUgIfwB819oXQRw38aMWryrtohXOywprYtISVQrqGCVljDBqU3FO0IjnZCV4RWKwvF0vWEgrpfLfjjdOENW7Ar6vKu3osm/HSs/jRvVmGv4UxytfpuEcx9CHKKeG3qDQcI4j0Lr6dPKcFQasPahqjoH8lSuuyPreraqUKFBSgHTq47peeMEslcZTq1qaHfcIKd7bkfdJkgBNLaaMstVT3vryD+XcPtTzmE6vFx35ld7jkRI6vfcyWZN4dcDgy+ewXvRi9/7fG7a1CYHGYOGabifk2ZM8Ep6ufJpjlS8AsmLTqRLP1R5iNH8NpppnW+mlKZbVlvIua57hOJ1vqgThooRYWC/7oc/xXKHrfbSEA2nCmRDyzcbf92Dm1GfFSF0Zy4uW8co3+afFe7qJTCc0xWZzNuF3jv8dB6qfou5OUI0msM1h/uWil7C99PLU4F0mZnHs8PsT3+DXT96JpuZQ1QKXcgNeUKUeTpEQ05/bR+eZnG1HfPnpLXyrdZAorNOfu4ixeARbKWNgs9A4kPqOxozkrqCclQtHXcnQbE/Q9ueJkiBVHGiy2bqWscwV2KLMkLpbnk9XIinuwmCa4SxnqnegCZMTylHq7kTXRzZMPB51v4glClxmbkpdVVIZs7TSbmilVOjb5znqzexQnsN089E1KgArx4/KUuMJDrS+smr8qry1fBl95kpo1Po+9el2kyQ556wg0kw8m9nSUx4W3Fz8VZ6IbscPG2T0MqZaxI+bLDYPpnRed9V2JMCxI7chldzXXyloWh+/ufn9/NXMp1NAoGR7JkQoSoZPXvJr/MmZ0zxd/RyKYvG2/l/m0wt/saa10fkNJOwuv4m/v2gzbzv4IKrQU18yGcXsRbzAfC1fqnyYYnY3Qdjil0Z/gr+c/DiuP5UKLEo2pKaWsIz+7rWQSYKWeqJJvbF8ZjOXqS/kjtqfI43ETXYWX8GJ+re6ZsGN9lkyRj+N9imy1iZUxSBJYgw1S9ObkauNHwAE+6MKISw2FW9iqvkww7nLCBOXdrBEFPtk9DLV9mni2CVJYnStgCKk40Yc+10hRE0rEkUOqmozlNtPWWxiMR5nrvF46n9noKtZvLDWZRwF4QKaWuKvLno/27Me/3La4DbnNi5Vns+dzU+mTg7yngphUcru5ugrLkMoCVu+eA8t91RKCbcwtAJFaytNf5pm+yS92KSstZWcOUJBGWXafUJakJ1XQuPHc427mBOhdMfYeX5BJ+HIWlspWpsoiBGq8RR5ZYh80ocj6pxxHqDtTZLNbEFTM12R3vNvc+VnG0o382ujz+V3T36StncWgcaG0vMJEw8nmKfuHOUVpf9CkER8p/YXdFTX47jJapHUrLWNMGqTEK9b1V69b2lwLbW3VDVPHDloWmnV/VkGnfeew67yG5ho3U8QNdNESVDM7qXunOJNfb/O5pzGh8/80ZqqqEz0A3oT59754wePZWHf5e0pnK9Ss3K/8jlShEYQ1v//Suy3M17WxoWKPKuMlW5kkG0cd+/EDRaJojp5excZrY+l1pGUbbz+tjS1RH/uImZr963zV1UmZIXXc9q/nyjy2ZW5mSeq/wzIiquq2MRp5QTSRFyxKNhbn+GZ+8FDwliUc55X1tqGHzZ+iESuE4K3Df4Otzlf6Ep0pUeAqQ/iBwtoWillY8rz31p+BdXgDLXmYRAKucwWHG+2q9nZEXe3zc043lnKuX2EcRvXr6TOJjGD+SsIE49K4ylUNcdzcz9FTMLjwTeIYp+itYn3Dd3MnAsn6i73ht8gjNs02xNYxgAZYwDXr+CFFS7Jv4nBpMzd7mdoe5NoapEwksQggKHCc3CCBZrt02wp38JYvIMp5QQmOZrJHGHssdA8iKba+MEcAo28vYNGexxVsbgo/2pqzJIT/fzu1m3cv6jxF2f+kOHitdTa47j+VDrG2z33anlsG/oQhpYnjkMURUtzCsFLix+koBncWvtYT3dToKr5c2Icn7E8kBCmL8HlTx4NbuOtpbdwptXmgHiQ6fpDax7ITsLTcie4qPR6jtZvI0zZYGt1qpZPLooc7lys8utjb+cb8/M8UPsoy/R9hd8ev4vZxuMkiU8UBdwXPCkv9Kr9dyb8feV3cuu1Wf7ucI4o8SgpK1tetdYhvpgO1CSJCKIWfzn5cTx/Lv3MT48vRggtvRbyWDrhB/NkzA1stK+VSYEaYBljRCnzUrYWG+nDLVlsjjeLqQ9QMDcwU3+Ugdw+8uoIURJSsDZRbZ+6gJfeM4U87s4V6XVYEMJEVW2isN4DdpdhGQPUwykMNd/V68oY/QihsNh8mlxmE37QwA+rhJGDptqowiDGlfsQKnHsI4RCGC6x5Bynpc8TxT6GVsAP64RBg6y5zG72QynvIISGrsBNN0xwyZhJ6/sv5QtLf4SkzavdxEcIhQduvI6+V+r80R/247j/Dgg2FJ/HYvsISRIzU7svbXMo6XWQhsIt97Q0QzZ0mu3T/KjbH5rWhyK07sO/XnKYz2yh7S+SEKesw/O/3Dt/F6iEUZumP8tCcJjB7D4mnUfImkMEcRtds2l74HizF9DCXS9BUZhpPMLv+2eJ45BcZofUWPJOE8chfZmd1J2jfL36pyu20aHW66qN68/RUZePk2ANbEL+baVOHoCiZMlZG7hUfyn31P42FSc2ZDVRaD1A65WVrU4cr3x5xVhW1bwkSgEH4uN8ZfpudK1EGDWJY4+Ocvyy5VAnIVTTRWN2xbzWSbzXT/YFpj686lyXj7Pzm4w52tUOWy9WbzsMK+l5WITRWmuktdGZS3sT3f/7Ree6FrMXEUZu18nA0PsvcN6LmKk/yrzy9IqkpdmeQM2alOztBHG7xy1hOUaKz2ULl3AkWmmxJoRBOXcxe5QbKQqbO5x/xQuWEEJhwniiW0kZKlzFfOOJFTgliQlrpl6iP57oVHDLuUvXQBH68pfzwdHX8GfTX2ap8cMmcbDBVnlR9DpudU71LB4ivGAeUx8kit3u+StKjvHqd+RzTYQiLLYbNzCpHuB3N72Sz0/WU1x5kpKJBF5QI4q9roODUAzmG0/Qn7sYoRjY5jC2MLgn+AqOP4+u2uxLruHloxXe/3jMSR6l0T7TdYwas6/CxOZo+5sM5y9nKj7IklLEC6pICEd1xfnN1R9GEg6y0g2IkFpwFoGCrmSoOCe4If/THIzuIAiWZB7kTqSSXy6HGl/hitxbOeLfwR+cli1fyxhmrvZQ9xm+pPBGTvn3kxDz6uxbOOVXedT5PF4wi6ZkpB964wk0tchQ4TlYSpGlpMF3a59bkbBpanEd3b3luKAej0gntc7D0PYXmWsHfLvxsVVq1cvJWJz4ZI0hwqjNKeeuNRex195GVbPdAZokLnfX/pKi+E080eujKPvKc40nu6tsUKiGE/iBNEI39KF0xbq8ql6IT/Lxo7fwV1Mfw9LLLCTHz3meK1cdy6EoZloylazGcn4/eW2EhTRZcAOIYp+T9e8ghMaCNY2mZggj6Z2WszZQbx0DoWDqAxhanowxQBR7zDWfImuN0vRmqCcTKEInUj0svdytTv2gkctsxdDyNNpniWIXQyt0XTSK2Z0YSpYxZR/j4cMrRAilNk+eIX0vdlKgLuaJCEiSmFHrMpykwqz/BJYxQByHkmWLgm2O0vbniSMHREf01SCImnjBArpW4hr7LTwd3UnLm6HhnqWQ2Uyl8RSaVmK4eD3vHbyFn3jlMZSyyeQjRb7V/mxX3FfXSt0Jvj+3j2zGZ/wzMV+enQehoQiLydpdmLr0L3X9aRJiDL2fIFjCMkfQ1SwN5wR15wh150jP1frR2DwJYRBFDnHKsD5XdU9VTN7e/wu0wojPL36o+7mi9NpR9R6TJNK8feCD3Bs+xtnG/YThEpPVuXTBJDEsCGlBpioGYXihreHeiIgjJ00CY/xwCekBHFGwd6eWawmrr5cQJqZWxAulynrWGmXUvAyPJuOrkpZzJZdx3KTuHOHuVByzI06sKjaJiImi81eiVuPcivZ2gqiFoZU4krbOEpKUZBKveLWvtAWMusez8rjPl0QlqxK49aqcpNiZ9cPUR9apWCZEqX6drvUThIvnOYblY5dHIP5v33xtudNd7BPwrBauEne1+h65KyziNK1MGFbokE5GC89hT3I5D/pfptk+QV/+chrts4RRE03NUXdOUy/s4w/3WlhH3s03mv8H15+i7S9Iz+CwzlLr2Hnlh37c0WifwdCHVlyrnDrET118hr+bG+LCdA3OHYqSIaPBz+6MeOTYzYxXvkEptx9FaFSa0h5SUTQSYqKolVabljttitA46d+LrQ9ww0CNz02u3L5ARQiFIKqTMUdx/QXi2GNv+Y3kkiIbC5fjizaWULG0EnXnFKXMVgqawXhL54D/OWx9gEvzb+Jp5+v02TtJiKkmkxhqnrnmUxhqnh3W1VjFAuPNu9fB30dkzI0EkUPdm6SO9F0VQqEdLmGbgzwZfJNtxnXUlOMksSwAdLprYVTjodrfAfC0c6RbnRWKQRLL8Swrt/L795iPYCo5NuSuYR8X89XqR7rs+DCqsl/cwGdfNs/8ouADD/40i6JGRcwxXv8+bx/4JSz13Mi3C2KnLlvspP9OQk4n0ySxy1DhWraXX02nAtOJOHa4nBt54LmvZ8y+asX2JCsoRqBhGWNkjEF6sSACja9V/4zHq59c8bs4bqclUbnKVpRMSrNOS5RanuHC1RR7WG+6sHlsqYUfzFF3jrDQePRCTnnl+Scx/33bz0oTd9XGDxucqXyHOAnQNZuRwpVkzREMrUAc+4w378YNKuQzm7GMITJaf1c4MWMMEEQtgqjFiHkJWXOYsrEtlXdQ8MMaTXcSN6ikHmw/eGT0vhQAKineflgnb+9E08o02hJHoaCwTbu2p18vX0ZLrWNMth/BF20W/eNomDTCGc4072WhdQhVGLw0+y40NcNg7lJymY0SC5WEaFqJOG6yvfwqXlv+dZIkZLhwLYaW5ziPMKjvppjZgqHmabpTCMUgjOoUlQ28aqyGtjGLMpxj/1Vz/MzgO5ErJqubrAP4UZNaM8PHD4/xUOOfUyeCEE0tEMU+WX2Qgr0b2xikYG1EKBY5c5Qx87IuYL83hNCfEYd1ISEtVbyUGLPedqSTQRC1yOsCZRUGaj1JiQ5AX9cKOFHEePU7RD34uzCqspRqAtpqP5qaT19cvecpus/bM54DIaZWTtvcQVrdSmg4J7oaULIy3bHSkscWJwFhWCNJQprtCSac+zlT+c4PhQfUtDJh1OgKhV5IZMwNaGoRx5uj6ZwiISZJ/6NrZTp+hssEioQkCS7gOOUcuL7EUCc6TiSr7f2EtC4T6zFWZQRRk42553B16efST3pxcEm6oJPHkMvs6LrHrH8s0Q+IxfzPjTCqrttW1dQSqlpYhaV8diGB4i6XlN6FppbYXXwVRTHC9+of7UJi6u0zBOECQij0ZXcRxQ4BHseaGb7Z+hc0NYNtbiGInG5Lu3dhrSi5C5LU+uFD4j0FGggFP5hPP9V4bfm3eHPxOn7vwU2crd97jt8v21ueK3RtgIH8lXxo92/wps1LXL1lmkIyyPbyq9mpXY/rVwC6QP44clCUDJqaTxnXABFR1KThHGcP1/KZMyXurv0VALa5hXLuUhIiHG+SscL1XG+9mSSRVfG58ChzjDMVH8SlyYl4ioXmQUy9j4pznDdtFqgiod/aRa09zgxHsc0hau4EC95RgrgtvbpjH8cb54HGJ3GSCsPZS1nvmfOCJfkOap+g1R5HERqGkmODeQUvMF9L21/klH8/WWsDI8Xr6cvupmNsvzpZVxUbRTEo2juXP1ML2OZGFMWi4p0ixGOicR9fq/1Nd8Eox47Knc1P8tt3bsPQIv74Shc10bhcuZjn536aUVvlu+3Hz3nfnuEJ75y4POCB/JUMaxfx8uIOHqs02V5+JTdbl/Dl1jcloFEYactUxrhyhk+d3MuZxmdWbDVOmZtR5JAzR6i1z6Q4OT/d2/rVi778ZdhqP3OtA2hKhqw5xHz9oZRIEKIqBk4wj+PPL7dzCJhQJs5/mivON0n/n9Y9FiEUBk3ZloxjF13N0p+/lHZQQRF6d2WxzX4eh6q3Ymh5bH0ARejUnJNU4uPoWla2cuK2rF5FLmeiexnOXkrFO4Wh5XG8WbLWKLXW0TXt4R8kkiQiij1UxURVTJrtCi13kiT2MfQBGt4kVXsIgwz9+UvxokbX/SIIF4hih3njOK5foa1XCKIWpl6k5U1jamUejO/F0PLU3Qn8sJZi1sJuIuIlTVpxgK4WmK0/TNbaIKuP0WHJkrX7qQVnabkxYVjlaOVW3nbgFbxj8gp+7dqTHJ4Y5cXDHp+qXNzVRIK07WFsY7qV5eML3yRJQjoCqIaWl+4UYZUgaqGp0o5MVSxUYTLRfghI1rQ5u9XbpNNyhh+8OpeQMYYpZbYw13wKKS4p9zWcv4K55gGi2ONfq7fSr++gL385XlCTmD4kIUQRhkw+Un9UIQyCsMqJeLJ7DUDpqQ4pskQv7BXYD5DVPUMroQg9XSx02oKrBW475yvQVEsmZV38jZq2jDoyJWpPZTTCD+bR1KLEQoZ1EqLztg0vLOK0La8DSg9JY/0QwkBVc7j+AqpqY2h5gqgpW/5akTCs9ZiDy+uTMTeiq1k0NcNSj8L+eY9qRfdhxRGk1bKOk03v+ElS8Hu259uyaqooJnHsEMdNxuvfZ2aFndv6FT1dzXKl+mK+y5PnxXKuSyDpYpSD7rf+82K5zXs+k/kO/nXZ9aD3Oqx/TXqjU9GOY6crpzQXHl1lj7ZsKbmpeBOL7rGUIX0rv1BVuzpgipJhR/FlHKuslGXqQGbcnsXljyuuL76PaeUUi94xCsbGLq47IaQSt5lpq/zr3B+eZwvnhjDJEESxw4C2k4vzHl+d7OP9W5Z474YdDFshf3G81a0cCWFgaH1EiU/e2ki1+fQKvGohu4ut+rXc0/gk9zSXO3k3Wm8iIuZ74ij5zBbOVm+nYp2klNuHHzSoto6zK389jzifoSpOSRZq5BAKjb7sHspGwH87UmWq+TBR7FBzJ9iQuQpHrTBZu4emUBgrXM90Q+ovxrGHgkpEkB7DKkeaJCZrDqEomhRER8EJ5om1gG+4dyOEIh0pjCGcYJ5G+xR7y29BRedY89tkzRHCuI0X1IiTkCBYohIs0ilojeSv6gr9v9B6PUEcU89MstQ6DKgMFa7mYnE9j+vfodY6zn/Uv8TiA69kS17nocb/5oHYQaDx3VrEG/p+65x39rzEBinIqXRfys8t/gq/vcfitmmTKIElN+LR6DCTziMkRNxgvYWHw9vStqRACJPtpZdyqvbtNeXnDrB0rv7YBQF2Na2PQspSrDknESiM5a9lsnE/HfVyQ83T9qd7QOIiFXB102HaAQ0DJOjawApwZsbc2PPiWZnAZq1tqcCf2wWYbi48j9O179KX3UvDnepqDXX85Ppz+4mSMPUbnSSOHQx9iCh2KWS2Um0+ja73sSl3PeP172Obw9Sdo/yoJlVTH0FTM3hBhSh2+emR3yCjCT4++4+EsUt/dg836y/gSDjDEmelQbA7la7yepJZoVGwt6VCuD5+2EARGqZeRFH0VNdmvWRH4oRscwg3kJNlzhylrG7hZON2bGMQRdHxgiqaKhlGSeKSt3fxwA0v5hPHB/lC7TGcuELNPS019VDYWLiBejhFFHvUHbmiNjQpFaKpGSytiBc1yOrDVNsnyRgD2Fp/1z5sof7YeV98vcf/zFi1c/82a20lTgJcbwaEgqrm6M9K6rgftWi0z6CpNldkXs/B4DvUnSNkzI2y3a710w4XU1xlC0OXSX4hs5VK86AUXg4r6eJHJnKGPoSuZmm5p+kdQwKNLeWXsOSdkMDnlISTJCFR7JAkPkIYFLO7qbWOoigWijBWtfJXvjgVxUZXC902haEPpe1/WQHUtD76s3uYrd3P2vEsJ7lyTibnmtaXJn4r74mi2F3Jjk4bVFGstL247E2rqDamVsbUi3hBDVU16Fi5SaJVCCk+E0jZ7S5J4lPOXco27Vo80eZg5V9XXLNzERt6oSDnS0TWj84ioYPzZd19dLaN0H4oQkPnPCSwu9o9BiCtothdzM9/Tpz/nM8VujaQjkcJ8l7D8O22w+X2FSWbkgwOoSiZHijJ2v3a5hZso5+FxmPnOS61m2x3njMvqKQtxR+/zMvr+n6LE/EkB6r/siYhGSxcQ8ube5bi1asTYRVNzfOBTb/Cz++ZYev1LZSSQVwPaB6L+fP7dvKXM1+QxIU0dpZfQzupMdN8TCbdic9Y6Sb+ZOtziRLBew58hIK9nVrrOEnippVoBT+YQ1ULJEmIbY7i+ouYepkwavO7236eD535lITlpEQpoVj87MivoQj4u8kPIRSDbcVbGK9/H1Mvkzc3SOvJ2KVgb12x4FcUm3xmS7dt36n6ynb0IhlzFFUxiWIPQ8tjqDmWWkco2zsxVemSMMBmRhniO41/4Kbce8grJg8l99IK5hkwdjPtPC6dj9I8JEk8NpZeSMU9mZLtLBTFIGuO4gU1rrbfREVZZK/Yylfq/8Ar8j/Lbc1PsDP3Ii7VtvNzOz3edOBbq3CPKh0v+9Vx3nZqkrgrkq976n/Pv57SOdXweNfWJtcMqvzEwH50zUZVTBw8Xm6/AcsYI2/vJElcxht3kTGGV1j6gIDUkN0yBrryHusPNBlx6ie61HicKKoTRlUW3WNkjEEyRj+2MUjbm0w1mJKuf1lnAtS1AbKZLYiUeSTp2JUV59f2pnv2u/LS+GGDXGaTFKJN9z/jPImuFjDUHJqaoWRuZdS6jIzRj6rmqLZP44cNhsyLeVv/rwGCIKxjamUSYjSthKWX0+PLpRitH92q2DYlA0a6LRQ447T55YvmKGW2E4ZLzNUf43b/25wOHyQiwPHmGMjupWDv7tKeE6TydlHfRJyE5M0NaKqFoeepO0dS/Mm5khzpb9pon2Ff5uX0ZXZhKDl8HMr2DjJ6H1baIvODBtKPTtByJ/nm1AC78jE/PXgFftzE1EskSUg+s5nbrt6MpRaotY6iqQVUNYcfVmVVVCi0gwq2PkBCRCmzHV3J0I4qlKytGEruguxoIG2xih+0tZrgBouEkXR/sM0N9Nm7iGKPpjdDzTlJyd7Ohuw1TCknMNQsljGGQMXx5vGiOpZWos/cgaqYtL15thdenF6jKJVRiVbohvnBHG6wSC6zfdWRhEzU75YWbInUMAyjJgV7K6Ag0Chmd2OmkhoZY5C39L2XwcI1nSsBpHI7qRRHHDsrcCZ+sEgY1elowumqjR8tO1T0SmgoikmSRDiexPSE4fpJhMSYyHEo74XBhvx1XJn6M8sGqcTw/eTgu3m+8Qra/jSON4vVwbAKBYRCHHeqKjaFzFY6wp2V5pM8Wv04R+pfI2tt6wpZZzNbuhIryyFbx71J1frJj9pjVbb6/KOe33RwNiu/121TC2VNAvds26MJCW/s/60uALxzDPK/HXeSqOvE8cPCCS7kiJ7tHNeRV5DaWWslWgCWbcjkNTW0As32WSBO4Tpwrted4515hgQOIMLQSnLBEbvps139T9Pp+2rtYzTEoly0rRpzP9n3ci7OvOS8v18rw7L6XCOG81fw83tm2HJtE3VnH8pYCcXW0O2YATOhqG9koHAFOXsbxdxe9ond7OdKsuYw+Yx8v09X7+W9hz/NH545Qhw7PeK3EIQVgnQxLzVAHRxvmoK9FS+oEER1jtbi5QROWGhaiXxmEz+3s8btziEMfQBdLdCKF0EoaKrFRnERWWuEXGZjVwO2o+M2lL+Sm43X8tzcT3FV/p2UcvsBNS1URLjeDBm9j7y5gbw+hipMdDVHTIwX1WiF84Qi5IHwm0RRk+83/5EneJLp2v002uPMeU/zPOvNFHN7pQ+qagMKzzeuI04CyrlLJdQkcgiiFtfbb+NA8G0ECre1PoVllHkkeQg/mOPpyqep+B73LNhs1C5bc3/OFRc4I8isPUlcPrP0V+wovITLL9XYNm1y1/gYeX2MqfoDPBJ+joNBme3Z52MkGR53jhHHLl4okzDb3JICGlsEYZVq8ymEsAgih7UrAyjYu3GDChmjn1rrMH4oV01+WGM4fwVOuIgfNthnvETiogi7D1VHaE8IA5KYKHbwAtC0EkFYQVEyJElIr++mofcTRg5J7KKqOTLmoJSfiJqEYZVmWE1X5/JY5cpHZaElLZFmWo9j6WXa3jwZc5CmcwonajIeVAgLHsXsXtr+YlpBWkwxcA1Otr+54mX8owpTLUjHBjVPGDlMKBMcWtrOknM0PWU5GVykPp9FMYtjDFBpn2TYvpSM3tdl2iSEVPxTCKFQUEaYCx5n2L6UhnN8zT1bGwlR1OSR2j+TtTaRM0aZax4ga42QJBFZfZCcOYpAwYvq1FpHyRjD/NX045xtPsBl9utRhU61dZwk9iUhwjNT142IMKxi6ANYVhlbH6DWHidKHQoyRj9lYxtb491MqKc4Xf8eWXP0GY3ru0ee+GnV5txg/N7orcqoakGyK7U+BvKX0XCnqDgniGKXjDGIoRVQhI6b1LFEgYpznJy1gZdlXk8QJ3y59lGE0KS8RIp/O1n/TleAtBeELytDshqnKhZFczNh1Mb1pyhmL+Ja7RU4eDwd3UnDPSuZmUJNr9EwYdzG1voIYw9TH8DxZhkZUsn45fRc8hhage3285mPjjNXf2Cds5escyEMBnJXyvNtHqAzPnoTl87CyfWnzns9g3Ah1egqARLz+lL7OTzdqqw4d4j5x9m/I4yc9HsF6u4EitDImAP4QQNUaHsucdym6U6BUNJDk5WxMKoRxW5XyHqlLE3n/qppYrVS2mS9a9F5WXUqOKCQrAuRWDk5J4SIREPOtytbjh37otUksfOFpuaZDVvdZ72zPbktO03uEsKw2p0rn9kG7j83OgQGafO4/nXv6Hql/1oxtjrM13PHhSWVXrBExhim7c922+Ud7+okideA5zswhmca5xcSUexypnYny64By9dhohkScP756VxVnN62alb009/noGQ1hCIgjKg9EvI/7tnNXfUpztTuoD93MYPmXqrhBF+q/Dk7S6/AC2rdOSohpOWe5pgrIUxx3OouKl+bfxv/Nv+n3cstNfgs4iQkjBpkzFG+3PpiD0ZSLsJMtcDXp0scq34sbeUWWGg9TZ+9iyXnGE94t9KX3UXDnVq53djDUgocZ4Jx/35a7gSG1oemFemzdzHfeAJVsVhoPIGulSjbOyRpJfEJoiyX6i9lUjlJQkycBBSyu3C8ec7U7kQIjW3FW9AxeSj8DkHYIoiakqWvFikZCq4/x5XW63gg+Tcsc4SdmRdQp8lu4yaCxCdJYhrOyS6ESVFsHkvu4ql5m6p7+oLHxgXabikY+hB5excDuX38xsa96EMqfbt9XnbZaZ5vXCeTs2AJx5/namMHe/XRFVuIY4+2P8t+82W8PPfTXZuuJHFRhLamegDQcE6gq1nqzilAtnWz5hDX5d7NINuwtX5UxeBweEePUnpnf2mFLZE+hXpavrWMMrpWRlNtLGOAvL0zVa+3umwfCbSv0mxPEEZNyUztTrYKY6Xn9YBZ5YQ9336aIKwTxT6KIjFbpjHEQP4ywqjKRO1uTLWApmTwglkyxiC2OYzrT6UTwo9WCkAIg6zST5SE6SQTcqJxO69/5MPd80yIcMMqh6O7qETjZLQSg5mLaUXzLLWOYRpDXRHdhnOMIGwx7UmMyunK17nQyU/KOPg02yeYqd1DGNW7KzQnXKLinKDaPoUX1DD1QVTF4FT128RJyHjyOAuNA2lLTKp43zVfoN15SQpFPmRxSNObQVVMtLR602iPU0pGmFGmUNHpz16E483S+5KSbcTVleBl0VjpAXj+l1rG3CjlNfQ+TH0EVS1gamV2ld/Ai3M/w59sezmKonUJJppqpcxlhYY/xXjjLjTFJqP188fPmeXNWzqVL4vh7KWYegk6bZs1xyLo+CsKYeAHi0zV7sMLlgDBO8pv4tMvn+WzL2iyT705tYGLUokeKQGSMfrZllxKSd2EH1Yp2tu5rX6MqcaDSLaZrL5NBQdoeKuoZqtCUSz2KDd077z8bK1QpRxXz1zxSWKfrDXC1vxNlKytPORMcm/tYywTCOQUFqRm80pK4AmiJgkxu9QbUVV5/NImyCQMq2StTbK9g0h9M+VctKfwyjTpWsciLU1UO8/E+rHaESIijr0LEJFedpjorbSIHmkBKW9QXfU7dYWf7eoIoyp31/6yu82OV6ap95G1RrovzISQrLWp20LuiNteiBXYs4n1RXMvLBrOsR4A/epYPX/+6K3bksTF8cZXSG7EkYOqmGStkTXf31d4I6/I/eQzbvf84wlAZVPxJmxzmF5SlvTj1DgcTlIVs5z/nNfqQa7GxU17T9Com8S1gHihydP/GPKWrw/xlxN/xKPVj0MSSnhQ4lFpHgZiJp1HCFPlg06VvuNa1Nlvsy3libKaVGcAKYnSn79Uwo70Hfz82O+wyb4uPbLUFlBoZIx+fmXkpTQC0sWThPSU7R0kxIzlrkZVDBruFHESyMVtWpXVtTIV/xR6YiKEgqH1MZC9CJIYXbEx9T7K2V2Y+gBxEuJHrRUmBJ7w2BzvwsMhSWJa3iwJMYpi0Jfdy3jjLk4278D1K+TMEbLWKJCwrfBC/q36Jfpz+7EwuCn7k0Sxz0x8mKPe93jK+RrH3Tu52H5FOp47jjZtdMVmvnWQlntqhYXf+eKCvVM35p7DduMG/nLHzbxqp8yylYyCtVEw6bWIogamMcT+3OsYtRW+2f5KF3ydNYexjGFUxeKhxqd4IL4btctsE6iKQau93M/vJRV4QSvl7KcAAQAASURBVAVDK0ngOhpV5xSOcBgPH2a28RiN9ilqrUPnxHR0PveCWcKoRsudRlMtLL3MkL2fJIlTirtky/ZWXDqrF0PLU7B3o6o5VDXLTP1h3tn/7i7TLyGk7Z3F0Eo47gS2OcRU82H5knYnyZgbyWc2UXcn6OhP5c0N6Gp2zfH+qCJJImbdp/DDBpbRR5J4KQtLQ1Fy6NoAtrmZZnucRvsMjr9A059lyTuBqRTIZzaia1lsYzD1EFRx/SkazrEfUog4SVljTeqtY4RRG1MrEoRVLKMPRdFwgwql7G7y1kYqzgm2lW5hIH8JIFtv/+PMf0g6eLriKmUkuxeglJHJtWSSxZwOH6RNnWo0ga7YDOevQA570RVrbrkrzap7mYtx7Kw7thTFRgiLjaUXkTc3kDWHU224BaKozqB9EV+6aphb3zPB1qxLwdpEEDblhNOeIGuNUlY20dGJ84MF5hqP8+67c+S0SFbUrK1sSHYxbF9Kwd6eSlB0sFRrEyBdK7Gv/Da2l16KbY6iKFlGM3ICuP30Bh73v0ZHmBfA8c6mFYQaE+Ios/5B4tjjxearqCdzKUEiIggXZJLsTj0jWSFJQo4mD/RUJQSD+UtkFb7n5S1hBM9U8UkdV1A41biDMHE55n6vm4x1wtQHuj6wSRJjaAVUxSJrjnA8uo84DvHCCpvzN1Kwt2HoA4RRW1qREeEFCwhhomsDLMbj6GqB5SSx1+BcEkEkM7iDub0Qt4C1mnhrz7NjHdj7vYiO0X2vc0xvCARBuNjzt95xsZ51mNy+60+lmmbL35FzsMQaWnoZ0xhKCTli3X3/INFr+L1eyGe647az9uXVWfyfK2Ris75P8Y821FQXTVaeKj1YsU4cqP4Lt1Y+8oxb6vhrCzR2l9+05u+KYjLZuJ9m+wRCmOm9SLpz01Yxys8PXstHLv5vDBevP+fxdp57RbEZyF/Bsli2jLY3jxdohI2EM99Q+PZ0Pw/4X+piDYViEcZt5pynZPFFsdibkfZSSgp3AKkpuvLeRTjeGT4x9zdckXk9txQ/SEEbY0DbiarmePfAZewuwqnGHWzVrmVL+SXp+bXZpT+X91x8hkNVF10rS6u52EEVJheJG4gIyFsb8MIKYdql0NKihcTnwjH3ezSdU3jBPM1ghnxms1RYUEwK6hgFaxMChZpzHNscJmMMEoQtDnu3c1I8xWi8hbK5DdsYlLjaJCaI2ylRqkrbm6SgjEoyo2IjUGj7Cxhqju83P8E9zqfxg0Xm6w/TbJ/AT0l3c5xaI1vUjippd1D06PBlz+vYcN4kLpfpWD/EnKx8lSeq/8ITVZ2BS0O0S0fQ9g4iFMEOO8eu8ut5XfE9tESVj85+hkrzALpWwtAK6EqGvLWBkfxVCKGw0HyKKPFTplYiVeEVa9k6qQe0HMUOm3M3kLd3MFi4iih2mOMUqtDYVngh6gWvFJN0YDRpe9PUneNMNx9lyLoYSy+jayVZeVILKMLonrulD9L2Zdt2KH+p7JfHbfpMwU8MSGxOx97JC2aQooBTDOcuw9RLUvA2cuk3dqbacD6bizcB0Gj/sOy980VEs32CKPbwgiqKksHUR3hN6VdIYlfqxul5bHNDl4HT8Q+tuCdpulMMmRfjBhU0xcbUB/lhsDKrMUKQlt7b44RRG00t0HSnCCIHVTGwNSkubJuDzDhPYqv9FLM7EcKg5U7jeHMUc3sZzl9OtX0KJV2hz9QfTqubAcXsTrltTDYrl1J1TzNVuw+ZsEutsDh21lQ3Oi3k9UMuPMYK18vkki30qVvYaFwpgbHpStONa2zZW8G4apAZ16TWHichTkvubYRQySVFBs29WMZw2qYLOZTcy5Gm0X1OJsRhFFRMNU+5S1+XmomrEwjbHCIhJpeUKFvbUYTG5+fHee1tJd79xJ/heNNkzI1kjEHKuUtRlAxB1MTUi1hCYgwh4gvVv2a+dXBFouQHC6twVetdGY29xddSVnslFxJma/fhBvPdtiggX0hd7Fhnwl85viT+J6HmnCSKmszVHpLWOmGdTgKoCAM/rKdYWKlR5Yf1rji1GyyhKgYZY5Az9bsIIxdVMZFuI/3Y5mYK9g6kVU+dmdo9eMHscsUnWSmvJCufQXqsyTlgEM+uCiQxuvGqzzqTtsDQBwmj6rpjUrZGzZ6/9W6nQ8w41/EkcnGcnquhD1DK7e8+l64/BUncNVe/8KR1/VDVAkV7+zrVveXj07QSpezOnmNfGStV69fORx0W+Dp7f7aH+wwRdRf8utYPa/Yr6DgTyffaucdE994JjaF4bMWxSsJG3KOj6q1JZO8Jv8WD8z4fnT5ExTnBeqGpeYq27HapSgevunzv5b40jlZK/Pm3dvPhA6MMmxF2Op/Z5mZK2Z0oQqOU2S7B+sJglzaEqfehqZ1xIaivgdmoaQW8wkPNf+X7zqc4Xfk6hyufJYocPjz1Of506jtEscNTjS+kMikqtrmZAUqUNrp8YG/Mtdm3IX1ZHRZbhzkuHsOLpE+0lPeS11pTO+SnmLIhCYkIjeuLv4DjzRNELfywytbMDbhJHT9uMZq7kpy1iYZzkpwxiqHl2WxdS5A4nBIHqAdTmFoBRckRRlWEUMlamzG0Psr5/SwEx9GEhabmOFr5PJ4/x1T1TrLWKIXMJlQ1203AVUW6QJyt3p5eJ7lgKdi7ee/ga9iUvz7F/QpMXVb4zif2e94k7vnmG+UNQEVRsqhqlolWhDcVEzw0RVJpcde3RrFUwaZ4C99xb+N49au0vGlyme34wRxesMRi40kWm4dohfMIJG13Z/7FKwzHk8RPJwwbVc2mE76KphaYdB6h7hwnp0oG3FzrAFXnJMerX31W+JDlkCtjP5jndO271J3jEhTuTxGlmb6h5dG0MoqisSF/LXvsW5hrPEmchBj6IF+oPsX3273iwDJ7ztu7yFljTNcfoulOkTGk8OxgvJG2v4CqGGQpYyq5Z2m4/oNFB49h6n0EUZPvup9nrPQ8dhdfQZJEhFGbgr2VWnucpjtJ3TlC25+nYG2kGc8Rxz4juctT5u0P1vI19RFusN+BqY9g6iMrXgQJoWx9JSF78i8HJPZkoXWIKPaIYp+t9g3MNB+n1pJCzXESYptDxHHAfPNpTL2IHzXwwgr9uX3cUvwgEFNrHqbZPsGCf5Tj4X3kzBF2ll5Bp+rxbE3pJdC2jBAm862DVMMJjrnf46z7CIfrX5E086iJrg0wV3+MD922m3iqjqHEUvkdBSE0LGOYEf1iAnyqoRR4ts0NCKHhhlX+euYRkiSWeA3nEH7i0A6WKCgjsm2rDWAZo2hqTnqEAqBSd06zGJ/mTPgYbiSZc0ecb3NP7aPyusVtxuyreF3hHbzQfCWmXkodNBpUonE61ehCZivfvuYdXFx6I4pi05e/nC3ll6REiFXXpLcCJDSO1m/jaOU/1nwvTtXZeyMhTFv7nQm/VxdPtkolI1ASJESajCU9L4gwqkoNOcWiYO+ULackRhE6HXHuOAkJwha2KfFMjneGJE122v4sLVdqXiZJkHrHmiSJT97exWv7fmOdkSCTaNL+QG9oWrl7T4Sw6Mtf3tPuXD+RSNYkistCw0OFaxnKXrLuSnyZBBF3EwVVzSOt53oTpbXTvBAWA/krSdLKOEAYO2hpNWW4eJ3U5ROaxA6nSdUPw5SNojqV5pPrCOUuH18YVrtVrQtp5fblL6f3uq7/THdwiSurlPK+LH9m6EPPuuKoKDYlexurtSeF0FHTZ2ckd8UFb++p6HZ651lVsVckiDJhX5nwLzSeYCFucqz6ZcIoNaNHoCjSrzRrbePtA7+UYlQlwaBDoutdhKiKwZSrc6AS8dnat/iTUzMEKQzA8c5SaTyF60ulgM6i5+7wPky9RK11KB2znYWBnON1bYBbih8gSVyE0Imi5gqR4iRxqTsnmK3dJyVhkpBf3vgrPLf4S/zetp/k7VsMnDmdG64+S0nY3WuTs8bQsHDDGjPeASy9j7HC9Qzl9mPqpbRApLDoSdkYVbEYFweQftmzDOYv46TzfWYbj2GpstiSN8YQCJxgHlsfJCZitvYgC61DmGqBIG5zc/7nGCo8h6K+kbHMFWzIXYMX1Gi6U0xV70q1TJNuxyOMXObrD6OrOUrZ3SC0LoGv88xnrc3Y5mbqzhE+dPIP6EtGKCS5NO/SsPWBFA+6fpx3xLpJSMHeKW947JIAT3pn+ehdu9hiB7z+1Wdwwj4ONhpMKKdYqEkh3SjyablSiiOOHCxzhL7MLmYbj6X4pSZHa1+lYG+n2qymN9NPNeZUBD4RcuLW1SxtfxaIOFn5KoqSSUvy8bN+Ca+NZM2EEsdtBCp+2EBTLKLYoxXNU0+m0DUJYHX96a55MoCq2oRhBYGKpmRIkC0dQ8ujCp04DllQprCMPkr6ZqaCA2zWruDMDynme6EhW2Bygm+k8iyeWsNQczTjSYKwlQ6SMoa6h/n6wxS1TQzFG4lsKVwrsWQ/WCiKxhnlBFHikzWHyVoj2Go/U/UHuqDlGJXZ8BCK0FDVAqpi0vJmKWW28ssbdnD79Da+VP84cRJSymyl1j7Dhvy1LBJjaSX8oEEiNLLqIL+xW+HOR4elHqFi4Hjz7MrfwqT/OIHS62V3rujYlS1XMYTQUVWbsdzVRASEiUvdnZB4mNSZRH5PIYyaJInHo4sud3xhkI8cb6YJgvSZNbQ8p5p3krVGMJQceXuEmebjZK1RrLRaVbK3MSR2Mpccp+6fJYxcPJpkjH5enX0Ln6/+I2V7B4utQwhh8Ya+X2M+dKiIJY5435TJd/4qGv5UWpmU53yLfSlFQ/Anp/4YXe9DVQza3llcf4GOVmOleZBvzb6Om7JZpoKdtP2FVNW+DsgVqPSqbPS8vKJ0URCskOBYjiitKkBHd04IqcW1Wqajo3ouweod5wafJPG78inL5AJpYWaoWWx1gNnWk1h6Pxu1y5hLjhPGbXQ1iyJkm75o76TmHJdg6rAiky7FIk58kriNEBpxLKseXlDjUWO1OLjEHkqNvMU11bGwJ1FVFYvXZl/Fd9UHOVP91jnGncovbfwv/Ef9e8zU7l41BiPmG4/J67ZeFVQokC4MZHVymbnZERVeJnCt2ncS4oa19B7Ie5MxBru6bE4w35Wf6e5uhavFjzJW2pOJNJ89tytCJ2Icby5lLpvd73cgBx0pjow5ShitVFpQFJModrrnD/Dft/0Cfz//IOOVb1zQUUtJqmnm6w+t+otsj9umnINinskXOT33xCWOA3pf8L1FCpm0a2sYsWOlG/mtXVle+4j08f7f216JF7+KnJYw5ap8b6aNHyVkra203NPkMltXEHckecvHNofYlWtz2M6ysHiQqnqKoPuOikgAL5ihIzicJAFOuIgmjBXP8EXlN/PHOzfzN8diLEXlWDKRnt9qz2Jpc7ZLuZ5jsfSwvVS5mbPNkNPiIIeq13NSVdhoD3NJMstLxkxub2+Uto1xG0sUyBmjqGk1MSGmFcxTMrbQUmbIWqOEUZuB/GUYag43qrMrdwvHm98FoJzZTtOfRRMmg8kmRKIQFQNma/dzSfEW8kmGk3o/XjAP7KTtLXA3/yo7LkqOWETMe4eljBExCAWRxJDCdN45+KtEMXxD/xph1KblSYiJbcpilGWUU82/O9LOkPSVfyQ1OejAtKRiwZlzjpvzVuJuGspxuf6ybu8/IWQieoJHFyOCWDD1sMVHjyV8v/4xJlsPdQeaouQw9QF0NQdCsjSawQxx4hOlsgNx7NByZ9hSftmqEn3UUy6OaPvTdFoEpj6cZuv+j5HaLYUL2v48XrBAxhig3paD0PXn0n5172UTEg+lZBGKRaN9hjgOKGa24AU1llpHcLxxpp3HpedlOIMqNDaLEUz9mQCtP9rzilIJiDBy0RSbMeVifm3TB2j787TcaerOKdrBEllrK4vBCcbFARx/kXZcwdL7L1gxvxNCWJRzl7LfeiUL3tFU2sIljNosOIeQTgyd1bYU9vSDebLWCH5YQ6CgKTYfOzuBrggMLU/e2sgu5Xr6srs4U7sDRWg4/kLq49pkvPIt3nrwNoKoThhW8YIFgrDCQnQS16+s0BA6dywbkEOSVmc0NMVCCIW55gHiJEQROmPWFanYcTXVAnS7q9vvtP6J9x45QkVZxDKG8YNFKRfiL6JrWRrtszS8SaIkICGWyXVY7xJLxv0H0YTFiHkJumaz6B6j5U7yb/N/xGjuSgwlh5nKYHyr/R+cFocIhMeW3HOxjH7yQkorWMZYeu9UDjcb3LdUS6tgUodO1wa4rPiOLjRBIPjDk3/Ex2c+ShC1yBqyTSuEhhC6bGmmWm3LL6flitS5mHByEu9N+taKe4tUv05RbAy9HyCtonS3ghBGOmfIfQ+aewniNmfr95IQo6kWp7x7GRHSuUVXMjhpdRlS55c02QrDmrRni33kM9KgU53xg/k0+VodSsqEXS8pW74mYVTln2b/hInaHT3nZy0Dt9M19D8t/NsyY7wby8lrHDeRcgqlnoqcCmm19n/s/HVy9rYVv9bVAoYu73/nOq+ugDfbJ7p/M/WBFBMnz6nuHOlpG8v2rqIsH/uFxfq4tmeKlYnx+cH6rj+FbY7Sn9u34i+KkmW4KIHylt7HWP5qMubG7t+lELC3IrH43eP/mzOV75wXf9R7XMo5SBaKYqKpORRFp9E+w0JrLV7uXLG+zJS8jrI7FXf/LdAo2Hv475tuYsGXCV4QVjnZUpn3FDbZbb48vcS3G3/HZxb+F26wiBAm/9eWd6Y4K4kf1NUcm0s387n9L6YdqfzT4heJ4xZh1GRP6XUsE71kotGfv5TLiu8CEirNA1K8tqerNBQP84UJnW/VP8oXl/6Ug5V/k1esZ/xJXUmfSuMpzorDuH6FpjvFY+E3+XL9EzjRIv9e+Sceay6wMd/gp749yl9OP0kUd1idx1kIj9MKZomSQL4rhEkU+0zW7+9CgwYzF+NFDXRhowqd6fAg+7KvotYep9oep+GcYLYpFy6btT5eZD6fcn4/k8pJZlhMWeYxm9iHpmbIGP3EcYgTLXKq9m02mVezN3MLGaOfjDHKdcX38sd7fpPRwjUc9Gbx4pgbtZfieLPY5hA3FH4Wx5sjCBelckKyD0iwzBGy1mZ0rZBmIJJBbuhDON7ZdcZEz3g734D6h/l7GNWzvKL4ATr92Xr7DFlN8FhF4w33CL7d/AQQc1XmDWwsvYiBwhXoqW6X688i7ZAiWu50iluRK+istY3f2fo+fn30GlTVlsK0Wp+0W1Gs1Lg8jZSR54dLKEruApheP2xERFGdJPFZajyOH1alPZQwiGIXTSsu6yqhpsD4mKH85STEtP1F2sFSF0OkqdKpIWsM0Q4qmGqRR5L72JF9AT8OFtV5Q2gUrE3MN59kOj7MfZUlktglTvwUEBrjBZVuZalgbcJUCmy0r1lTxn+mUFWbvDbCIf871J3jRFGDlnuKunMEaXOzl32FN/a0MGTyFEZtcpmN9GV3sYPLmY7lJHiT+UbcYIkD/jeouxMIoaErGYKo1WUp2tYmWZVL4nRiURAIau1xFOVchef121ydtkAS+8Sxw1j2KjbGO4kTn/n6o3hBhXo8g6X3cU3+J7m49Ma0siSxJgKFs80HUBONIXu/LJsbA1K5Py2rq4pB1Tvd1QuMYh83rFK2pT6cipQhucl4jdTV0weBGAObqnc6fcBjtBS3FBNjJ3kMLc9idCqVyHHoz10ExNxR+yse8b4sWYJCJwhlsjvPKfKZzUgM1gDSIcGl2T5JtX0aVRgSSJ143bYJkOo/rtVV/EExSJ2KWxxLmyOBtup5F6mtXoymlmR1IZbJaMYYTDW8KlJrCllBbgdL6KqNInQa7lk6DhCKkpFCsPogHekgWdXpvJw7bY+Vo0JRjC7gf82YSasSq89n+d9umqQoJEQIoUuwc7DI6lZeL16psw21m0hJ1n0YNfjebDOt4C4fjxfM4gfzafVJ7YLOzxWuP9XDhF22I+voJMZxU86JrG39nit0rdxNJC8kJLa4w3AcSCtP5prr0vMLQEqIrK6G5awNLLYOA4KWN0OQOBStray8Z2lrLrMjfa84CMXiksIbn+lIyVpbZbterLWzkmN3gWrzKaKofk4/WMsYY1f5Dc+wr8446NiudY5bvupfnXsThpLwe2ce6b6zPrP0FB+Z/iIveuDj3FP7627BQ/7d5a9n7ieO2yRJjGkM4fpTtMI5DCXikYolJXhIUITBicbtK66XQFBtn6YqZtJ7lRIs0sq7ouR40L2Vf57783SeSNnOaolXFH8lTZDlPRgqPIdyfj/T9Ydo+7P02bvxghpeMEOl8RSW3sdFmX4+cWyYO9qf4VTt2/jBYheG5AU1isZmFKHgx00Gk03sNJ9Pyd4u5y53EidaIKsPU07GUvZ9g4Otr7I5dwPb7OdSyl0MwLyY4JH4CSa9FkkSM9V8mKn4IAkhmlpkk9pHydpKUZcM7j3KjQDUkhkyiUWzPUEQtXjE+Rz/7cTHmGk8wqPVT3IimuW7zr8TRU2CsMWxpDNOFc7W7+aR9hfSMRMykrmUMGrSKVqVc3u5NPtanqlzdN526tnq7XzJOMTPDP0MljPK+8d+licqLSbbHne6J0CQSnD0cSi+m7a/QJLElOxtLDYPYZp99GV2Mdc8QEKMKgxCZEUtij2eWPLJaiplewe19jiX5t5AIcmhonBRIcsXGt9nuvYgvfIe6+FHftyRJC5+IFkkcYqvsPRBctYY1dZRaQeUxMzU7pZioSmZwdQlps4LaqiKQUEZpT+zlb54kIqyyGx4iPXsQH5coaoFRvPXMNeSkh3tcInHoq/IKmscddm1CSGKGKbSPslG+1oa8RyT7iPPuvoZhkucrd9N1trAYOFKmt60VLYmwfUXcP0F/EyLsdLzmG0+0QUtJ2mbBBMW9TkqjRN8uvEEljGQ2mhJm5SivZ2b9JdiWQr3h08y5z5NydyKEy1yvfVGvtf4WPoSE+hatuuXuDbk+Oo4BHQZoEIha21gn/ESFBRqLPFk8E2K9nap8K3mqLmn8YIlLht5LfWgj6eFgaYWCMKFbuthMBlgsxjlbnUi1WIbJop9VMXA6GEoC6FSUMdQUBEoVJnouizssS+hpG5iyN7NGfVBJpz70dQMulZmU/56Tte+R7m4hYgAHQMlrerFSUh/7iLq7gQddmXOHCFnjjBXewhFtYkir2vjA5LEkDE34AbzKEqWMFySV0RYJEmApuZTL94lWu7pFWO4YO+k7S+ucns4X/S2rmH5JZukFT2FXGY7QdjCDxYQikHLnUmrcVK2Ja8M0RKzuP4iAoViZguOv8C1mS0caVnpqlzHj1sYap5YsfDDavoSlkxmSLpOLNLdQcr+SPumdtqKOsVyy3J9vbILbzdG6fe97r+XtyZbqatb0suttU6rUOKPvtf4WHouJl37ODryLtKSULaJne6214tl1nlPe/OC9StXuuMAXYeFC/utvs5vWYcw0Burdfw0OlZydecoipJBVfP4wRxT1fkukW51xHHY8/+bqXH5eY5WmBhaXrbHkjh1Ojm04jtZaxttf767zfVij30Lp7z7z7svIL0ucryt9lb+t7k/5rj3c8y5T3U/vVzZy0HdXKX4T7cNeqb6re5Y72CmG+4UM67Fx+fv7157y+gnjNqEnXZlIu0aLaPM6co3WU/WxdAKON4ZdK1/hT1dFDvc5X+pey3CqMmospe2aFEubqEeTdEKZgmiJnl7Fy13mra/wGV9gqtKTa7vfzsfPHGISjjO5coL+F79b7ptzKY/ixAKE+IpssoADXcKacNp0/Rm2JS9Dpcm9Xha2k4mAU5SwSbPC81X8oXWR5hsPEjWHGZA38A+9WYeVb6EG1ZTDLfCU8mxbrWvL7OLWXGGnLUJJ1ykqleQnrrSleLVhZ/jkeQxJuv382T9s8sdhySm1h7vtqg7smimPsJgdh8D8Rjj6UIqjj0MJceB1leecXyc13ZLpPikTYXnsj3ew5ZMFi9KuLX+zzzHehO2MPh69U+7K9uCva278o+iJqqaI4wamPqgtH8Ka+mLev2JZHf5TSyEx0mSmD/Y8lqONgSGAn9+9q/XteX5/1WsWGkTMly8nmuVm7i9/dlUyLjenZxFWn4uapvoi0c4Gt6JHzbYaF/L8erXfyig8LM5Ykh4TvEXyZHhsfh2Wu4M23I3sRAeZ7H5VDrQZE8+YwzTESIu2ztoeJM/lA9mV0RUKFxRfDeH2t+g7U13WW9x3KLjrwcJG0ovoO6fTcvNF/GQ+3mCsJmCaZtcVHo9dpLjSnuEj7zhGB/77i7+64l/RFMzuP4iupaTEi6KzXOU6/hi9S8YKVzNTP3hc+JsVLXA3+37FW6fTvh89R/xgtmuD6apj7Ax9xymncfxwgpFW7pA1NrjeMFCF9eFUFAVm3J2F2HsUWkeQNPKGGqegrWJJecoSRKTz2yk5c7gh0tduzDXn02vlcpg/goG1O2Mt+/vCpUaunTfAMgaQ1SdU+StMWrtM9ICKKywt/BqIgIUVI42vikTEsAyytJ2Jm5hm5tpe5PsLL+GK9W9fGbhf/WMEdhafjmlZISnml8kCuvsL72dQ42vdBMIRbHZWnwRM86T6VhfRKBydfFneKz5GUbyVzFVv6+nerb+9KJpfbyl/Is8FB7idOPO7oujg7uyjDG8YCkFRFtp1VK2e8NQMjUL9h4Gzb3MeU/T9hcxtWLX+k7ivFRZVUhiXpD7GR4Mv07TneTG3Hu4t/UpdNWWVenGAYnFVCyixOe52XdzR+3P00RxGY+WMTek57yQHueFYJ2e2eczHYGs52/ZsXpa+11YlohI0u927KXOJS671vKqc23Xw1qt+GXHweUZ56sfxG94GR95rsiYG7nJehvfrH3kHNtfu19VLWDp/ecQ+12+Fqtt1GR1ava856FpfRhqPsUqrU0mX1X+IF+t/sV5r1cHM/5s32u6NsCG/LWpVicrnhWAHeXXYicFDlQ/td5eUdUslt6P402SJD6a1ociNLbmbmLWP9hNSDtJ8fIC/CwdKzg1FenVVLtbaSxmLyKvj3G2+t2V10NY5DNbqDtHyWW2y3akd5ZidjeqYhInIYP6bma8A+hqlgFtJ5PtR3CDRSy9n7HMFbwiv5/bGk9zsv4dCvZW8toIYeJhiQIz7SdRFK1boWu0x0mSkIwxiqoaFI3NxAS4UV0uxttnCMIFNLXEcP4KNGEyUbubofzl9CtbaFFhwT2CoeXZrl7D2eQQ27iMCXGYmcYjPCf3Lp4MvonjzaKrOcLYJYqaKdxEQxEGceJTtncSJSFtfwFF6HihhCU57gRCsdIqfUQ5t48o9mi0JblsMH8Fc/UHVtgDwrmZ18+oExdHDkveCT64R+ce7zB7SipFayseAU/yCLI6JgVuFaGjCB1NtSE1jxUIotil5Z4mDJfQtQE0Nd/DrOoZnJhUmk9TaT7J7535GqcaHpvshCiskzE3PEs8xo8vOvjAzsPXDpY4iUxygmAJVbHYWHohIP0ys9oQzXiOo+Gd5PQRxuyrmPEOQBJyTfG9qRXIDxea1pfquS0L1crW2BCbS7dQzl3KQ41P8UR8B4aSI2MO4CRVstoQtrkBgHJuH/9773/ho3vfJas1ltTBW7Yje/YhX3YRCRG5zBbeu2mEf7/0nVxcfku6KovJWlvZU34DxexepAOGnEQ0YXJCPCmBrFEtfXkqjLfvZ7c+xJ+/6RjGmM6xOgRRU2LSkpC2N8li6xAvy9zIC0c1dLXAVPXO8wKlc9YGXrhxhsv7VcLYoZy7BFWRWoZ+sMDJytdwvDNEUZ1G+yxuWCVjDKCnRIRlMdWYJImot09j6IPEqUH2JvYxkr0cTbVYajyBF8yTJD5eMJO+dCVjWvqYKoQEZPRy9xnxgzmCUOJJ5+qPYRll3lR4JcO5y1Ksi0Y1mSIipJ7MUbZ3YGh5bHMQP2igKAZ5eyd3XfcaXl76dWa8A3zP/y6SqLCNXGY7ljHKv+7bw5/u7cPUitjWJibCx1aAq/uye/GSJo53lih2pDp57mLet3WAjQUp8jtSuBpDH+S5xV9eZbe3zKjsz+7h1y5qEBEsJ3A9c4LrT9OxUkoSD0MrEYRS5qSDmW04J5ho3oemZCRbTbWw1BKaMCTWT8kwkrsCQytS0Ayu0l6GqZV5yP08pcxWvGCJIG5Tyu6UL6NwCUVoPOx/BUkEkvsRikVCSJwEabujU3E7h+dpjwamomTO0w7sjfWgCjEZY3jFJ5rWl2IEl51m5D5lEuT6U8uYuxXzq4qq5tccswTTe10nkHNFwd625hgtY4y1kiNxz/l34hnESpUMz/QqSpKYU8rpNcewHGsTriiqpwmcSkcGqmeLSCblSm9aoVjY5tC62+uNOPYJ4zagpNCa5XMUisFBnn7GhHe5Pf3sQlezvH/kKvaV3wmobMpex/bSS7vjzCLHy8vb1v2tEDpZcxQ/bJAkAaY+IgsuisHRyufXaGZChKkUCMJlUWhT70vhNza6mkUIi1xmB2VjG/Otg6hqYQWzWKQi7ZCw13wh7xl8NxBTax1iqXGAQX03k84jZLQ+otijEknZqbK9k6wxxLHKF/irsx+mHs8QxQ5tf4EoCai6p2nFi2iqJV1ZANeXWNckieS8iEIznGW6ei/V1nG8SBYmQBBGVSard3Apl/Gh3b9O3Z3gSP1r2BTZbF1LvX2GGU6iCZMCGZrhLHsKr+QEj9P25lOS4ywkMZcV34WiWJhamTjxyZqjtPw5as5JPH+OtjdJ2d5JksTY1iYyxiD5zDY0rUi1dZRG+5SEWiQ+c/WHGchfmTr7dETRz/0MPWMSZ+gDjJiXcLwpqc2tENrhIk8F32KpfZystZmOaKoX1Gj7s7j+rFRBjpspbqNKh+kXxS4IhXJ+f4qRk5OeqY/w9sEdXabQQuNRppMlSrrs2zve+LPCY/xnRt05wsHKv9JyT6WDvMwV4mpUNUuc+DTCGbyoQaM9QaV9kla8yJB5MapWoF8UKOmbn+UeJci0awCu2GzIX0t/9iK2ll+OZYyiKDamPsxY7mqEUNihPYcX5d/LkLaHjeIibK0PXWQIEw9dk2KC9fZp7poNWPAVKs4J4iSg2j6VYrzOj6k5V2StTdjmRjStzGbzWl6+dQpNJByt35ayUG0URaOezJDVBxEIFEUjjNrMtp/CCRdRhMEtxV9H16RvXr+1i4GMSuxDEiYMZwTX5n4iFbg1EMIkihp8cvbP+eWn/1Su0taAlXsmXTTeN/xmSv0Op5oJ+cxmvKBGnIQU7N1oXccOOfaCcIFa6xCV5pOr6PKScLPYeFKusJM4reLE7M8M8p6B69KKZkeiQmJINFV6MubtXdLjVxlgxjuAoeZS/JcML5ghSWKy1gaGjIv48JuP8c8XXSETNGsjCRGL4Ula4TxJElGytmKqBfxwiTCsYap5/upIkW83P0HDOZbaZ0mZmfcOvZOrM28iigX7RucZyOzBDRapNle2iSrOcRZahxAIkiTkHQPv5w351/DzB/+O8ep3mKo/wI3qc9meu5mn4ztTZvlydKRdZmsP8orH7+Nk5avdeyCf75hi9iIUJZv6J6ZJbKcFkfipxuEQQ8VriGOfSvMAteZhaq1DLLSexosaqIrBQuMJ1NRP9+H4MZ6Mv49t9EvdRKGjqTkqzcNEsYemZkiSCFMvysoUKmFYkXNY7KIodorx9Tgf3q+zaOkkCecSi+58F1RZ1VmDHZOkGmeVQ0YY1tLFSNLzvd79ymuctbayqXgzy+M8Jo4cOq4QKxPL1WSttVFrHVpTKZNV6NUklkRWl58FJjKOm8+Y8Lj+VCpdsx7o/9xRzF6UjtVlwtHKo+0h1aRYw5Xkp9Xbl8l5HDdTI/csL8q9ZwV+MY4dTlaeuQ32g4bjjfMHZ/6Dlxd3MFS4msXwJPVoqgs7alFBFbDe4iFrbUjhDhUgwQ8W0NQC/Zk9ct6MneWqa3ptltrHU4FrGa4/RRL79Nm7+aXRn+ADm3+T393yTurhFF4wQxQ1VtigJUlIs30agEeqn+S+5jSQYOojQEwjnkMIabuoKiaLzYN4wQzV9mkMJdfVj5VqADZR7FPzzxBGbfy42ZV2arqT6Fo2rVjJuTdJpaYSQmxzmCiSY7hgd+bVhHvCb5LTEgYyeyTeOTrOYnyarDlMPxtphrMIITCULIW4xI3a8xjLXwtI3Gdfdg+T8QHi2GUgs4eMMYjjzTJqXyGrg0LBMqWjx0BmDy/OvJUtmeuw9UE25K+llN1Nxlh2uBJCxYsaON5syoyN1vFxXo5nTOK8YIZKNE41EAzEo5yoB5SNbUSRj+ON0/ZnuxIbYdymYG9DIChmttAZ8Blzo7QmUosoqe7QUuMAplaWL9fUd+5DZz5F7wrokdqn+M3Tt3fbSP93idXq8zKk7pAQFi33NLe3P8tw/nL6snu73zD1EiP2pWjCxEuabMhfywPhN7tl8QsNTS2iaUU6ellx7FELzkoV6cQjjJyuLtx49XZUdIpJngfDr9OiwjTHGWInjWiGSvtkSmuXgpJfXPpj/suRPyOOfRrtccLIQdf7VgyyCwmBbMW7/iJeWEERGkqiYGd9PnwkRNdy0hQ4XCSM2kzX7me6ei+Xlt6JInQyxgBeWMNNCSI3D2d5z9AvAnC2fjf/MPsJ3v3ZbTz67X7etm2ObUYJP2ykLUT5UtJUqbHkBUup8LKR3ocRitm9KQNyiGxmCw8vtviL+3byT/OfxPWX8KMGm3LXI4TChvy1aGoxZbetBIlbxlg6GS1HQkhHvFeyCnP8y8LH+Nj8txHCwja3ULB3Syu7zCbG8tcSxz6ON0s+s5EMBfrMHTT86bSKllaEhJFOUjF72cWJJ/v4k6elZlJeG8ESRTRhktFKFLVNaMJkqXUkre7pLDaf4p9m/mcPXk0SN/xggfurSxio7N82i6bF/PdNV3Fj7j1dYHtH8X1L4fkEURNFtUmSCEXAp5c+RRAupO2BkFtrH+N4/VssNQ7QkbpYGxGLzUN0XsoSQFxCEQb11rFuO3ZD8XnpGJd4LrkPV45Pt9M2VEhIKOX2E8cullaSFjlJwGzrScYyV1D1x2n5c9TdsySxS8ufIwirCKExZFyEIjR0Tfoet9xJuvIdaZt8U/EmcpmtqQbcuao0gteWf30lKeucIej4lEbRehViKeYsW8i9iURn32LFv9/c9yuUcsv2cS33DBO1O+lUmyQQPkpZb/oK4WWJP5S4q5UVFIveJHG1btu5qpF+sLAqcf3xLbzPbcMF5dyl/MHWN/Gq8gfTT85fXUsI16nWr6789TKyZYLySHwHxezuroOPPK4fbNF7oVFrHeVztQdZah1hqfF4SuyQx/WuvqsZMJPUxWRlNNsnZEejZ2H+vOxPpAs/6cIwVLhixfut7U2m75peliosNJ/ib6Y/xV9M/G/+x+lP0fY784rEJXZCJs/yOqpqjpqYB0S6YNJxoyph1KbtL1JpHu62DePYRUGllNlKwd6KEEq3+uf6FQqZTTTaZ4kiH1Mv0Zfdg+svyhaxWkRVcxIjm9uLppbYYl1HKbMFP27hBbXu/B9GbX7n1H9giYJc2DknmKs9hB82OBM+hhdUeZIH2Cuu40nv69wX3cOe5BIyxiCWUeZq5fm0vDm2Fl9ELZhgh/lc3jHwfjRMthdejKkPMGZfRcOdYrr5KF9vfBw10VhsHWZfcimD+m6G7H1cVvpJhDB4YeH9ss0ctxBCRVNLvG/s/eccC+dN4oQwuKb4XhabB/n0wmEutsvMhi3ceNkmJI69LiDdD+aklUV2Fx/a8kLe0PdbvLr8m3z6knehq1nCqEoUu3SkCjov9w49uRe70ClzLzQP0uq28344xfAfVZQz29exf4kIwgqD+cuwTVlZa/jTNNwpotjD9Zdoe9OcbT5ARhTZnuwnQ4GivpFn2yLWVLvrgXll6We5pPQO2t4Cg/pugsRhJH8VOXOUvcVXs6F4IzPOkzwafYeSsYV6IH1EN4lBBtTt9GV2khCjqwU6sg1x7HBV7u382d4P8v/Z+usMZS8hiteXjVgZMmG3jDHy9o5UJ0lSwuPYZ9x/kJffluX22l+SJDGqmpOuAeHyKu9M+BhtfxZdyWDpZdreNHHc5H+Of4Ivt75HEEl1fl3Ncjqe5+6FAv2lFncEdyGEIjXBFAs11QbL2dvIGMOp5ZV8Ce3IvYD7rr+Zm/PvlSB4b5o5scA/LT5I25vGD+v0Z/cQJG3UVN4ia40ymLmYy0s/ybbSS9HUEgP5K9G1bFeIscNMtIwxMsYommpj6gMEYZW39L2XPcjVm6HnMbUCGaOfor6JMqMU7e0U7e0YSo5y3E8rmpeTVbCIruboWMJ5QRU3WORbzX/meQ/eyf3h14jjAFPI8VhxTlD3JvGSJiLVqtLUkgSId31XO0KnCfnMFkxjiO1WkRsG8uh2TH5jwFtvOsF/3Wt0J3ohVOK4yenad0mSkL7sHgD+efZPcLwzdHw2k8QjDCvpyj1OZW3WVksEGoZWWPHvMKoSRjV67ac6qua2uYWfGvltNpZeBEiQvxvMg1C4svQeitndCBQUxWK+/ihhuIQQEm+zEBxP96GSJDG63ocX1mRiIjRmvYM0nBOEYTVtLdlpVUvCAJLEx41rSOX881nOJTwaP5q2XM/1TPdIsaSdBUmcWs1glJ/LLka06vcqI8Ubydu7up9+ufF/UseN5eSuU92SiZtkEgIpCHst8UTTyis8qFV1WVxVVXMrEhzLGOsySDvtyp4jP8e5/yhi5VjqnOPqhRRAtfk0v3nsHznMsR8iqTpHyzxNcuLYwQvr9Onb6Lf3MFi4BoHGcOHaHsejH3UIBgtXMuc8ta7Y/UMLDv8wc6TnfnVa+7nl5EwokLJT9Y4uarqIKiobVmwvIWRH+VX89b7/xu/v+l3+247/iqLahFGVlnsqlQs7lfo1L8dQ4TkpxEeKbssF7DAKKhlzA4aapZy7mJK+GUPP4wfzjBblHFnK7eeVxV+m4p+iHVSoNQ/juBN4/hxh1JbOQq1jRLFLzhxho30tLW+uez10LcdI/ioACtqYfGcSoKBT1DeyMyfnEV3NkjOGyekj+DgMZS/BUPOQVuOvVV+C68+REWVmlEkGMxeREWUMoXKx+RKCsEVB17k581aa0RyuX2GRsxxxF5n2nqAWT6KpGTbF28haEqKkCA1XtFCExkPx95j1D1JKRviri/t5YeH9HORBbtBegaYWuaz4LoTQuK3xFOeK8yZxqpojETFFeydHa1/lwfY4s8pZosSjL7MTVStg6P0pzk2qlFdbR7laeznvfOVJthd0DvI0nzolaLqyLVDK7k7xF1LjKJ/ZTNaSg0ZJV50CDVUroKam9R3ArarmeWnxl89r+PzjDkWxaYXzEu+3JqHsiHMqaUtGQVWkds3b+34agfSJnfMP4eGjojPZeJBnu1J1/enuRGknNg2xSBDViQhwwyoKKr849HLURKPmn6HtTzOq72NnfDFh3GaAzbhxiIfDluQiNCWDZZRTbSPZ3jsW38cbd0zy3998jH3JFQTnAz2joaklSrl9jNpXMGTvZ9jcR9HYTM7aRCm7kzCqSq0usiAU/LBKyd5OPrOFKHbIGKNY5ggtbwZNzeFFqUwIdMV/Z+sPoqQ6Yk13kt36MJcUXP7s4W0sto6iCI2+zM5UaLmAH9bpM3egqRZ92T1dzNaE9zAHlkqyvab2Y2glnqj+C5P1+5FWXC0a7hQT1dsJozYWOerOKZa8E0zGBwgTj1xmI6pi4gU1Wt4seXsXw4VrZb0j9tFUi4K1SbZUk4jPLH2UR/2vQhLi+ks0vWk5NgjwRBtVaFhqAT9uckYcRlcyqcOHBJ5rqYTEFvsG+rJ7UgmfJZkMKyYnat/gZOUrSImbeRacQ9gU8UOJFelUYUBlc+lF/M+d7wNUthnX8dLsu7nTf4SKl6CXwLx+FK2scOMVE+wrvF7+Pm3VxbEjnSQaBxDdalJvFSORSZuQ8hAgsMyRdDJfjoSwC8BX1QKKalPMXrTqWRDdCqipF3nBcMKe5DI6iUoSy8rfU60v02hPUG+fJo59hJB2XpYxQJLEVJpPyupeEhCEFeLYR+0Rrm20T1HI7pLeyFohXfHn6bjVAMzW7kuZ2+tXczLmRgQaZ6rfShOLZ3qmn80z3/H5NRBCxzY3Mtd4nGbXb1rF9RdS/IyMlZqOKs8vyPu9Zss93rBx7K+o3vRaXK20uwLPn0MRGppWQlPzGCsqe9GK7f5wsb7368pQ8YK1YuSdMXas8qUV28uYG9f1KH020VtprDtHuu3TvDqS4qUjXpx58w+1j/PtveKc4Pe3/TSbSy9Z89dv1j7C4cpnez5Ren6ZYneTQOLMhcJjyV20/Xkso58grHC08vk1EAA3qXOqKfj+XIO/mvncuiSY1VXMveI6lDR5Tkgo5/ayT3+xnPPShG+zeiU6VkpKUJiu3osQGreYr6EWuzScY7K4IzQUVS7CM6ZUKZBi1CFFdQO1aBLHW/Zf94IlnGgRSytRD6fYkL2GmJhWOE9/shEt0chZm8ibG4iTmNnGYwzHW8iIIm1vEssYwg3meSD6Bra5gaFYagy24wrtpMIpMcGp+CGKmS3cFdzLBltaK0aJjylynIgfQBEai81DON4s369/jErjqXRuydAXD7Mj9wLm649Sax3isPMNDtZtnuI+lpyjfLv5CaKoydOtr5IkISdq5xagPm8Sp6s2E8lTNNyzJLHP8/NbuVzZS8ubY7L6fSy9jKZkMLR8NwOO4zb3up/l2INlFt2YU5Xb+PzihxBCIW/vok/flq72Ul0vrb9Lxc5aGxBCRygWhppnJH8VceyhKDkK9h425K/jUy+Z4WX5nznfYf9YI2MM4wVVVMViS+mFab9+pe2LqhhYWpGmO0mcBLzAehO/d/U0eXsHupplg3E5nvBwaaYq+M8m5KSma2X2lt/C/a1/4UztTpLYZ9p5XAraeif44/G/56na54jjEEWxqCUz2IpsPRxxv8u8qDAab8EnwFCzlIwtjOWvxtAKRFETQ8lhZ32SELZkM+chBUhdsaw1yjtLr+cdfVfQjOZoxHOMJtLrs9o6KgHuScwT8R2ois2O4svYplxD3TkBKLjBPGEkKxJBsEStdZy8uQFTH0wTFamSL33rNHYUX8L/vGqeL05afOTsxwhjh5Hs5WlVMYulS8bVonuMRnscJ1hgzjmIEAZh1Obnj3yRxeZTTNTuTkG3kWy/kqAoWUy9yKbSC7lUfymVeIL+3MW03EncsIotSrS9BXRhY+llyvYOisZm6u5EV6C25U3T9GbwgwUUJdMFD5vGEMPZS1EVE0PJUffPshSN0/Rm0IWcpHSRYab+aCouHdJv72E0dyWaVuZ0625a3pzU4LM2sEe/maw2SBy3UZQcQ7n9fO6K9/Hawk/h0iSImitW61eW3sOuZD9/MP6vQMQT1X/mS5U/YrzyDVRFoPbroClom/OYm3Xet3FLWmFcfplGkcQwCcVI247QWXwJ5GQ7mL8MVbXJZbazM/OCbuVuvYhjlyhqpAlnD1ZRmIRRAz+ss0N7Dpf3V3ntxmx3wZgQpjpci8RxSzK5YhchDPxgnrY3jabK5EcSE0JUNUsUOxJrksSEURVFsbjJeA0JMWG4hB/Mk89sppjd3fXCBUHe3sFNxV9hvWTI9RfOmeCtjAtJ3gS2udJ/tgN6TpKItj+b4shSEd/0mkVpezNjblzhtVjKXcT97c+ytqLHioRTUQwuAGGTHlGIF8wThBUsox8/WFnZ693uD9M96fXv7Y2B/JWUc5em/1rps3pz8QP8wobf7cEMZ3hx4ZfJ27vYVX49t131Fp5n7V2xPbktVS4YVy04LjQWWocYr3+fXGYHWWWA77Q/9wNtZ2UsjzUJq5Ag9yQJmW2DnzyTq8WyhE+v1IlA5S3ln0CgstA8QBy3pMfoOTxrp6p38e+1u7jP/dwaOZXOFq8pvnfF8d5V+xt0Nctg4WpscyNJEhMSsi3exUjhasraVsbDh5kPjpLVBynn9pGknaBvubdyv/Pp7rZymU0yYcvtxdb6yJkjqIqNEAqnGncwX39kxdEM5i9DFTpbxOUM6XvRkeNos3YFrmjhiTYFYyMLradZbB0ml9lIQ6lSTPpTD/UMY4XrATD1InWlylxwGCdYoCw2YSc5NMVGExbT9Yf4j/qXyFtjWHqZejSFG9ZwvHnCqIGhFXht+QNIC7tYYnBRmfQfp9Nm9vw5/nTyCTaIfYSR1BkUaccpjGrn1cY9L23KC6rMprpeAo2tOdiU1bgv2slUsIgX1BBCIY57Aa8Kbe8sv/1onhOcSC/CiLRRcicZ9xfR9b7ui7kdVYiiFoY+RMM5JregFCSVP3a6tl+OP8+IeQn/9e6tPBR/jx+Myv7DR4f2fFP2LdzfvpUt+efRTipMV+/trl7qzlF0rR9NtfGCBSaSeaZrefrMHZxt3M/J8PsM2fs5W7v3vLT69UJqMcnW5isLe/lw9ctkjGHKme3kxSCL0SmpRRMsoWkl2r5kQTb8KaaNJQbNvUw07uNA4z+IY5/R4rU4/gKL3iFMvUwYu2haidfnX8CXn47519vaHFce4lzXWwhdsoiUfm5rPY7brMnWq5JjVpySiWzsEScBA7n9UmaDmOPVr2ObowhhdKtNupolCKWVkSIsmv40QsiWoOtX2Jl7EVcbO9iYVXjugMvxSsK9zTP4wRya1idxganDQFHZQKN9Rqp25y/DCRZwvHGeU/xFlpRZTta/Q5JEDBUuSZMtCZ4XaOSsDdSckwRmi7ZeoV/dxkz0NLnMJsrGNo7Xv0UUuyw4hzD1IluUyzkdPYIf1ijYW9GVDPONA5K9JjTp5Sd0PrLjDfzumXvx4iZh1GZY7GDeUKi0T9Jv75G4LW8WI5tDV3PESUgUO9T9s3KxpOYx9Dyuv0TWHOZS8TwiYrYm+/AKdfrVbbx3dA+veddZ9t+mc8uDAVFUR9P6ug4Fj9f/PZ0QVt5LRclxfX9IOB9APEcSJlQPCEatkA3F562QDegkK5qak84FqXzMltKLqQZnaHsLBHEb25DSQifad+IGi+cc0xKzZ7HRvpYp8ViXgj+Q28dc/QGE0Hi88Tle89h1TNQ+uWpBIcelqha6+m1J+rISQscLltJWoMTRaYpNoljpmBlIW6h1vlr5MxIiNLVEnPjUnJMkSZi2FOVZ152j3MnxczwHCiRq+s0fVgop6drs6OkxLm8zIkniFUSdjjxK2d7JYusw0jawo9GWUHdOr7LtSo3Pk7hnuwJdtXFTfN4y0eR8EinyOpxbfxFAZahwBbO1+57VFej89lw6dXuUGwiJeIAnV/1FcFWpwBXlkH9Zkonwu/rewe9dP86XjryVw3WF783BFxpfXPErXckgEGsqTLcUP8jOvM0/zPxNTzVSxdD7V7XAVYRQiKI6L7Lex1zc4GR7fXKDpvURx/459eN6I2OO0vamEQguL7yNqeQwc43HiaI6fzb+B91z7ryjsxl5zq32OLreh0DpguNX29s96J3gRutNfNv7czowmuVF1CoWMyGT1TtXLOZWhsL+zCBPOJ3rIqvxOzI3MZ+cwtSLXKK+gDPKMaaSNkHcZoPYTEOdIyFiyTmeMtJ1kgRebL2Oi0Z0/vDkn5AkLg3nJIpi4niynWpoeXQtRxT7hJFDkhIlvGAGTS1J3+0kZEmfoR5NYSg5RtnJgpgkTDwMYVNmDCWn4iUNNCELHSobuTbzZk6Kp5hvSXeHY/73ORM9SNORcK9d1htxk4gC17DZyvIdFMLEY8k5mlptmvhhoytPZZtDbMkZ6I0CXlDD1Itcni9zrF6gI0afEHKq+u2UMTyIZgyS0csUtA2cdE+fd4ycN4nrHWSqVuCvZh5iW7yXeecgSeIThO1Ux8jrtj4VxSIK68zEVYr0kRCia1lcfzG1OQkxjFH8qMFFmZdRE/NUleMrzODj2CURocyuhcLNxQ9QFXWeqP4bp5t3poNErBmU/xmxp/BK1ERjRszieNOYmesYSjbSys73rFCW1bUtY4wDjf/gLQeu626jz97JfPvpC3qIV4aQWlZRiKkX+eupvydJPDTVYqF1CDWr44V1suYIemYbTW+GMKqTtTYxYl6CQxMVnb7sru6kOlW9B0XJMJS/HEPYuHGNxfQ8fuXYvz/DBC1fwHV3Ai1jogqdVjBPy5ul39hJJRgnjpvY5hYGMnuYbz/NaO5KFtpHaLln6Ld2oWX2M9l8CCEU9psv40H3HyjlLkZTTNywSs4cYVTdR8WcYi48Qo0t3Ocf5XuLoywo0/zU0H4a4tWcrn0Px5vr6g7NeAco2FuJkxAvapA3Rmk4xznN49SdCVTFklT7qIVtDMi2qVHGUHOowiSIWsRxSMOdxNMka6rP3IGGScYcZNDcy1TrEdr+IuPq47T8OQZy+9GESSucJ5/ZJNmt1kZiYqqtozxRVWlHFRxvjn57D5PRAcLER1ezzDUPUMxsJmP00/SniRKfnDVG050ijkOCpEUYt+nTdi4rlhPK9qlwsZV+prwneLq6B2FqNFyTQjLI+zf9LhcV4f9MLPBA7aPEcZOMuTGt8i0vIOK4yadOhby6laDmYxaf1PjgXRu5M7gfJ5IJWEcv70Tlq0CEH8wjJ3sVVbGYbj6KHy5hGUNUW0chCbuEBegwKNc3KE8Sj2n3CUmU0gpEYT2tbA4Rxz5R1GSitlomRsgVPhF+WJcVnyTENKQ3oWTzphIHcRvT7Fuhd9gxdu/MI7JiF3eTU9Ehp6T7Wt7r2nlHU3OENM8rY3Ph0eudWV9T4cuYGwgjl4zRT905SoxCFDvM1u4HoRCEi/S+hNfOMx3v2Y6Fk6y+WLq8PoqSI5/ZlLIY68/IHD3/mYgLTOCkfllvEmWbGwnj9ppkCSLuqf31ObaT8Gfjf4B2toiqWLx39Of5n7ccI3t1DudpwV+e/fMey7jlkEzttXFaOcXN9n525l+Mnpg8VfsMimKRNUdWHVfUhQdMxRUea527ChdFzjmT094QaGnbMSKb2cEx//s0nJNARDl3KZXmQdm5EoqEOag5/LBBxuhnuHgdYexQcY4DMRtKLyBKAmbrD7PsGgLPHcoS86t8t/YXSHHr7Krx0pvER+dM5yHin2b+iI5dVCm7G1VobGCEw63bsM1B2rhsj/dwZ+ufESg8ZjZRhM6V6ouZs3dywP8XstYmvKDGT2xLeLhC6o6iEMdtVMXG1Iu0vXn8sEHB2ojjL2LqRTQlI+ccIE58llqH2VF8GU5SYb7+MJpWppQfoy8ZY4EzCBQqTNEMZxnS93KycTtx7DMZ34mimOwovkxi2JIsfeYOVHTa/iJJEvKlyocBKGX38lh6qaLYI4pdvEB2goqZLSzFLl4wjx9W+Qe/0oUtxUnI3898lMtyr2dBOZheb8ELC+/jjubH8cMlgkh2jBbDp+nMseeKC6udI7CNQWrBWR50byWMnfSncnIx9H6E0CjaO+UAJeLh+id5qCXLoc32CTTV7nog5swRsuYwR73vsRic6L7wgNQf0MI2RxkrPY/hwrWYaEzFB8kYw6k9kYqpDzNQuOLCDv9HFiqnnLuIRMhiPE4xu5NTzl2cSB5GCHVdcG2QigCerd9LmVH2516HHzV/IPHcrLUVQyuC0MgaQ3jBPLrWTxT7BFGTycb9BFGLjFYiTDwK1ib6c/sxtDweTUbiEYpJP+8q3cL28qvTrUYU7e20glnO1u9mqXUETbE52Kjj+ueunvSG452l6p3GwCaj9fOc7DtoRDNUm09zU/FXCaIWs60nEaio6GzN3IAQqqySxRulpEjs8uaxAfaX3k7DPcti8yD95i6EkL/x4ybV9mm+7XyaU407eLD5KbJJiXfumuQm8zLpopD4BFFLMjKJu8bI/foOFltH0dQitfY4hpYnZ42luEYFN6xSzGwhr4/RDpZoBbP0ZXbhhRV22S/C8WbRFFNi4loPEUU+085j5MwRhrKXkFdHKFib2MQ+CmIo1RNziSKfxeZTVFtHEULji40HqTunEUIhiB0MNUcUewSRBLm+KvsKXmG/mRdn3sw3r/lpLlKfTxQ5BFGLMGqzPXczhrCpNA93nxcdDTVR8eImftjgfuc0X/1EHy9/7EEO1m9l0BJ8ePJJHqz/IyBfDB3h5OWJQTJPr+y3UlKmoNEy+Yb7NV5gXsfFyk0ADGb3cYOxn93l12PoQylerIOnctOkSZIvSMIUwyKIUx3JZTKQuup/ZRLRcidIkpA49hkoXIGpF9FTR4ux0vO6oPtO2xYkc67tnU0thTwQCjlzhCjxuxhbmRgktL3pHjB+xwEh6ak4KcSRQ5yE9GV3p/OZTCo6Fl10sYW9IfCDufNCDi48xAoiyHoM0LZ3liBcoJm6cEgJDek0cj79uk4oSo7NpRfRyyIUwsALagCUsjtptCfSJH3936/9TFYsDX1oBYv1whbZUqj4pflfWNF6LWW2dMd5Zx9mV4pFrPh8Q+kF3X8LVKLYZV/2VbxpYxO9kICh8py+RveoLjSOVb7Afz36hxyrf4OD9VtJkoCbcz/Lb2543QoGZ2885X6NMKydc5syKT5/FymX2cFryr+RSnUIWu5EqhMpPXV/bfR17C6/PmVqy3EXRlX8YI566xhuVGWjenl3e0HsMCb2UsrupqPH+I7BXfzGS4/yCzvN7rs5SeSiy9CHAFKWp9R9G8hf2f183fNK73XW2oCmmGiKzUXFDMXMZrbq1zKnjHNUPMme/Mu7ZDA3WGJOzFNhCssYRVUMyvYO/ukk/NnZT5AxBtlWvIWLy29jc/5GwqgtyVpKhopzHEPPS+y50BjIXwIIKbYbt6lFk6nmaEIYLjEVHOBQ+xvUwyma8RwLziG8oIqOmYrqhmhaEVCohKdJkpg2Lu2oQj2cRO3g+5IIkhhNMclrI6hCo9EeJ47lgrzhnqXlzaEpkhiUMYZp+7PpYrNB3TlN1hrh0fq/9iTMCYNGhowxiKJYJOm7SfqrC7LWuWXILiiJM/RB4iSk2jyE440TRa2ueXscO/jBHFHUpO1LMdbOZnvBsKZeJJ/ZQn9uP3l1BC+oSfmJoEoQOqiKgaoWMLQil+TfxI3G67FFmTB2+HbjY8zVHyBOApruBBlzlCh2qbXH+dGAZy8shFAJI5dDlc/hBPM022eJYh8l9cnckXtB12i8E/LlEmLqJabip/nt7cO453nAzxct9zSOd4afGPoNRDrxDecuww8bKEIjTs2B694kjjeHG1UZ0HYSxR6T9ft5JPwGS2KGRpDQH491jzOM2wyae1OnBg3LKPN0fJe0E7ug66IThC02xVvIK/IhD+I2qlbg6fguwqiOF8zgeONMNO7jROt7bCg+j1Y0z+HwDtreJGG4xH85/Kccbt7GTw/9Er849kGKySALjQM8Xv0EC80DAPhhLa3MNHii9m+89p6Qr7a+jh820FWJkRjNX4OmZFCFSdtbYNZ9ijB20LUcGUNinOIkZNjanya9fdTdCXYml9ByJxk1LyNKAqKoRV1IXEOldQwvqBFETdxgnjgOZSKKSj2cZBfXcCp+iKngAKZaIKOXyZpDEiyv2JTtnRjYjOSvQqASJh7tsIqqmGy0r8UPq3zd+TYng0U+fN0CW0s1TvEEGWMYUy+iCJ2Z4GkKySCKYlDSN6MgOCoeZUmZoe5OpKbs8AfHllhyjklW76m/5S3ly9hffCsAut5HGFXR1FyK3xMYej9jhefwS5eNY263aB2PuXV8hP8y9hru8Z+kP02Gzlbv4Nb6v/OirCTDSOkGuZhbWdVrp6KpwyhKln2FNzKQvZiLcq9MWYKdF1inLVtK/y3FsZPYpeXN0XQnKVvbMbQiDX8KTSuhKDaDhauwzJHU83StlMVi40l01SZnbULXyj2JQUSShN2W08pQ5Ko/3V61fZpq6zAdSRlpmO6wGt9lm1sYKd7I+echheHi9ef5e28kF5j4kLbFzz//CWGluN1laYhLCm/k/1y8f4UkRi6zhY32NQAsNR6n44+7UgdudTVg+d+dROL8yey5IiKOm3y9+qcrqn5T1TtXvEPi2MELZgB4Y/9vdQ3t47jNVO2eLkM6Z28jSQIerf4jr37iNn7nC7t55J9NvjRZIIpaz/LY5PFFUZ04bqIokl3/O0f/5Jz3yfXn+GGhPpZW5KHkXiBOFxBWt9InhM61fW3ePXjx/5e4/w6z5KruvfFP5Tp1cucwPT09OStnIQlJIJBAImOCExhjMMbhGrBv8Hvvdc6AsTEGg7EN2BaYJJBBoDhKozQ5p+6ezuHkUHH//tjVp7tnekYj7Pf3rufRo2dOn1C1a1fttdf6BpZfE6VFCizVjjHNCaTkkmC6/CyH6t+X1phxsv+1mZN86P717C0aGDEOUAiXMPYtTlirEESEYU1i0xWDlL0g8Lw47/KpnfxM9/9sJe9RFOBHDYa4jKOlJkm9i9FwL3nRxxZxOZkoR791BYaaIGl2MeI/z0axk4TZga3ncLR2ZsKq3KB5M4xWn6YspmkKyXRPm30oikpnaie15qRkoFf2UqgdR1EMgrCEolg0gvklhBcNTdHJJ9bScKU9aJeznV7nCs56L0rWup6hJ3UF67Ovo9Icp+ZOctR/lJTWhaZa6FqCNZlXk0ttQddzJNQ8IT6WliWbXE8+tZkwculIbuVK+77W+DS8KYRo0nDHaPqF2OViQUtvcUP778XPE4QNwrAWXwcvhjfluT3xjgvOlUtK4vygSLUhy7gSwKzgetPoWq61s9XiFoRkKS0+1GVlzaFcP0nNnaJb38JU8wApq0dW7+w1NP05Gu4YUeTxv9b8LA/cIlidTHC6/DBzlX0x4FaKS0ZRAy8oSxV2e1XLuun/H6EoOlcm387W/DvptraxJf1GNiXvwlJT3GLczU59LdvTb6Ene8MySnsYlmm4EwSRyy8e/VZL+PDSf9ck42xCVRNkk5speQHTlT2ois5E5TnCqMn7un+FfGozjtXFKvsqDD2JqSa5ythA3hzC0CXDMhAuJ2pVmkqdy3LvRVFMdDVBAimi+/b8B7nFvJfZyt5Lwusp6GST6yX4U6ni02RYOYyuSAHa2cpLqKrNZbmflS13IhY870qNYcq144Aa20rl6Ext5bW9Pjd0hOwr/WvroR5FdYJAasYZWgopFtnGcPACSb2LMHJx/fm4felTaYxQbo5i6MkWQzOMPBreLIaa4O7EfYzVniNrrqbUGCaImjxe+Tsg4njxASruGIqiMVx4iGxyI0FYIoyadMZg6vbkRmYre6kEkwTCY0IdpkvfRFLvpBHM0/ALVJpjErQfNSk1RvjEwFYyihSuLtZOEEYuOWM1tkjSnbmamfIL7Kt/m88f6eNLx3plEp7YxGrrWjqdLazVr6epVImiJjONw8yq01S8CWrRHPnEWpJ2LyoqR9yHSZiSYBEERe7uraDGt/oCFOFW56e5PfmzdGWuRVcT9LCWJ4d7+dPPr+a931nFH499h53ZJmdKj/BM9Biy9RaSMnuZbgR0Ols4yCGWVnKWRhRVqTaGSdq9nGg8wnRlD6fdp5bInCzKNARhBZks6USRJEwsbBbHy09Td4epNkexjCwpewBHa8cycqxKXbdMy0weh2x1Nt1JKo1h2pIb0JfIAQXhwrNs4f0LhvJhC9sbBPMEwTxC+KiqFTM7F4gAy6V26u4IU+XnuXh1J2S6/NJF/v5KYqkji0Bq5J2fTEhihNaSfFmsuinsL9/Pew/tbVm9gcKHut/Fh3q3nPc9y89rgaG82G7bkH/LedUZy+g5T1Pu0uJCDhjnEyNeiPYShAsJn2hVIi2jLa7eSjB/qXaYT478ETc8+SX+fOTTnJ9cnW9gf7HQYveOC7WYLaOHN7d06X7ymK28yHjxcfKpHSy1RNO1HB8d+DiaIviLie+QsHpb0iG6loUYoy6Ez0TpGcKoGbO+NZre+BJLNo1DxW/wQP0B/mTkb1vEFCXetNhmBzfb74xlOqSe4YKntSzULHodv9q8h6s7lJiJqlB3JS72aPQkZ5RRLFK8r/1eLGExqUzTUBo0qZLX18j/zCE8QrLGKqZKz3C2/BQz6iTpuBKeMNspumeoBTMYuiNdIVQTS01h6mmkAPpq8skNqKqNohhoqh1j2ORx5lJb8MIaSUVu4muePI+kyAGSresHRerhHC5VdC2BZWRZZV3JjHuEQv0krl+gEk7i+RVyzhAT1ReZKD9HoXGKMHJlMUXV+WDn7byqPce61KsBLX7+SPHuIJhHQWWHfTepxBpSiTXx/I7w/DlyibXLcpo3Z3+JMKzzQPFTF5wrL+sHI90UOpZc/IiEtZqGN4Wi6BhakjCS+AxdTVBpjJB2NkjF+8gjYXWSNLqZrx8jCOuMus+TsfoxFAfXrDBVegbL7CJlbeSd2Xt494Yx2jc0eenxSakxhmg9XA09RzYxKD0rgwKCkFxyI8XaiZ8AX/bKI4oaHAkeJWX0MFZ8NGZOSb2zujNHqTpMV3IHO7gOM+swUvwxS6sOQdSIbU1e2S4tnRjC0jNUUak2x/h27U/pylxNVutnyj1I0y/QDAVd+kaK0ThT/hE01aLYOM1u7TDNqIyuJehI75D0Z+UwJvIhO5i7E180qIgZBsRG/veVM/zLqR6+W1hYbC/u/ahqDp3GRsrRBEfchxEiwtTT6KpkFhp6O0FQ5L6OQerKnRwvfBs7sYaqP4lt5LnGeQdrrCz3ror46mnBw+43ePuLf0HGWUc2ub6ltr0QEs8RYZt90gBeTTBV2xeDYi1q3jSuVkFTberuWdLOWnKJIWYqexEiwDY6qTTHeSD8OoaepBpMEUZN7sn8Es+Jpyi7Y9Ri5e+UOkitOUGpdgQQXJl6FzW1zKx6CFvJ0pm+gvn6cbpS27FwUFBphAU01ZLG0XGJ3jKk1MWqhEsyypC0h1AUFVU1qIUzdKj9VL0JUHQMPck/zj+BrcidsaroCCIyopO8yODjkkoM0nBn0GzpbCGMEIHKDcYbSGsGFXsrxWAUUBCEfOZogqKyXIJhU8ZhW1bwzBlZmegiz2+fOsbJ0g+Johrb8u9m97xcPOdqR1uiqtOVPezP9siHXSAXlu7sDfyvVXfysRNfimECC+buHtXGMKnEYFyxlsxVuSBpy8D6gATfxx6pEW782qJv4JB1I3MMM+dKM+qIkGxyPVHkU64fI+2sp+HOEBG7JIiQmYpk3gEtM3s5n2MwuKKiqE5cMV9B0T/yeKz8txe5B8QFF/Rl7/ov8kjOpbbh+sUWHENRNNIJSf5aGg1PehOviIeLPMaKj7H4HBJ8cfYBHE3aR0kf4+WCrSvFwmLjB0vJABpbknczFu2PBWh/8lDVlMQtCh9D76AvfTXDBSm1cCGB9IZ79jyoinRSudCG9EI2XitHzhliprwcc7g0XH+GB2sreZb+ZOH6JaKWGLRsEx8q1dhbCpmv7KEnezO/sOp2fv/UHxGElZgYINUfFrCgsoqUlqzypQ4VikpeH6TgH2i9LgjRVZtb7J8iIGK89GT8bsFtxmt4TtvDmcL3Wxsww2jje5Uv8c15yc6W9piS5GFrGZpUaRM9lD3BvDqFT5PeaIgZGkzUXqQ/dQ1nK88wpe2j6c0CKppqUwxHqTZGSSXWEYRNTD3dEhNO2X14QaVFENNUiWGuNUeACMdajRdWYi086T/s6G3U/BnG6i/EJMvTCBFR1GUhwTI6Y+vGSdYmr2HUexwhIibUhHSG8GdaHRQvrNCszkiJIwJ0rZ9K4zRqTMb657m9lIJR8voa1uTvks8rRcUystSaY7j+FEeCR1EVnU3GbXRZWR5t3k/dHUNVVFZnb0HD4GThOzxQ/Uc0zVmCzT0/FCHEBVdoRdEZzL+OX+u9hl8/9LtL/9LCbQzmX8tkbU+sii9brIaepO5OEYV1MskNdJlbmAtkttphbqQWzVH1JlrsVlNP02dfwT9sW8VVr56mPgzrvnmIQixwJxBS+0lvI++sZ7Z6QKrcE5JRuhjz9lyA9vyTx6JKvkoYVjCNTnKJISLhx2rvVVBUTC1Nyuqh6k6StLok3s2bI2X30aVv5Fjp+0sepJdqhr1yKOh0Zq6iEWfzmmpRqp9AiIBccnPsbuBh6mnCyI197VQ26rcwphym2BgmEj4pq4d+bQcNpcb15mae9g5RE7PM1o5wV+rneTp4iNnKixc85qVA8FTcmqo2hmMWoBezDaURcEdqO7PVAwxmbiUlcpzxd5M2+rgvdSO/uHGeVd0l/nnvEF8dm2VP/ZtkE4Mx5d1lde4ORkuPnlcR1PU2ulLb8WLh1WLjDLaRp+5OkXHWIERI0yvgh9IySVFNHKuXujuBqtrkEmto+AXSVj/NsEitOUk6sSpmg7oxKL7EQPoGKuEkM+UXURQDU8/hBfPSSszoIK31MFHfgyAkYw8AIEREzZtmrX1zjKGR45FxNvG9K+7mZw+dYMY90kr0NNUkaXQSRC62mmXePUndncIycrQnNpFQssz4x0jp3WwRl9Nl2TzhPUdEiKk4eKJOF0Mc9x4jY64iq/RQFGN4YZVi/ZTEUELcAl5sc8mExmWhOpN21rfY4aCwLf9uHrpN5xNPreIJ7yU+2HU1j07WOatO8CpnLd+t7WKs+Ci6nucbV3yAq3qnufLRQy2AuKJIDJwQAbrq4PozrTGMREAQVhHCR3p++vGvyuTB0POxLdDSJEKjI30ZH+9/A38z9Tzj1efJJYYk00xNxVVXp5VwXygMvQM/KCxb1BbZgrXWZ9vSl7NJvYmnS3+97PNy3BYX1fNlO17+/ta1HFel3sWzpc9e9H2ONYgbFJaB/XOp7VQaI8teuzBh5EJx7nHGrgwxS05RbPKpzeT0ATxRP8/QfCFU1SGdGFz27NX1Nq5KvpPnq19ZUUvslcRN2Y8wpp6KEzZthaT0QuOtsSZ/F9VgktnKXhZtxV4uKV1IGi+WcP9/o4oACvflP8GwmKZd5Og0E/zr7J9i6Dne3/1BvjD52UUPYsXG0DNLiEcrf1/C6o+N2UtL2tYKttlLENZb0kS6JqWddL0NRBRbc5lknbX8wZp7+d+jP26RVwy9g43pu0gIBx8PR6QYU47jigpruJwMDjNKgaRwOKMcZLq6nyAo4tgDDCSu4XJ9A+szGn80/BmCYB5dy6EoOunEKjTFYK56WMqVJVZTrp8C1FiHtEHdnWp1etZkX81E/SX8sI5t5HH9EjlnCFXRKTWGySYGyasDzAYnaPgFGt5MzIbfjaIYpBND+GEN159vbSSS9hpqzTNYRje9qSvpjYZ4tvIl0olB6u4M69K3A3C2+QJt1jpcUaFdXUOAz5R3kFpzAk21cf1JNubfhiUS+IpLOsozo44y2zxKGLlcab+JNjXJ98ufJQzLmEYXd6V+nu/M//6KV/JlK3HT9QN8dmKxHaEoJogIVZOVh9HyLoQI2JB7A6crj5K0e9AVEzuZo+HPs1m/jQIz9OhbqIo5NAyq3gRRFLSAy5qiU44m+cBBiz/3pfCvqY6QsPrRNZuU2c1c7ZhUdY6qDGZupSnKBKJJh+gir9/Bs9rEiurVlxoL+lYgS+Ydyc1UvSky5ioC4bKVa3i89mVMLd3SIVMUlWLtWMvNoFg/jR8U6MneIPF7Yo7ezDWMl56+RAHQlztItdUiDMImNXcCQ8tgm3KS6lqCKAq41XorZ5QxRtzdKKgc9n5E0pSAez+UjKCKMk9vNEiPo2J6CXJiC6/vuIUvTvzRkt3ayg+spbu5tNnLZPn5uORfRdNStCd3MF1+AVVLkVF7MNMODVHgenM7v7lmFQqCt95xAi2r8aX71/B/Rr9LoXIAw2jDUJ0YdF/nbPkpujJXMVXavew4gqBAxZtgQQxYQeUy8/WctU/whU3b+dWjY8zpZ6i6k6SsHuZrx2UCp5jkEmuYrx3B0DJYaorZ6gG2pe/jtPcM5foJOjNXktQ6mQz3MFnfR8rqwTTapR6cNcRoSe7Qslo/ClLUOWl24YYVUno3CTWLbluM+M+Tcdbg+RU6EpvoYpCkEXC5sp1vNR8hl1zfShRtUjhqirJSIGutJmX20qNsZJ6z9EerSeo5EiJBUjM45s6ylq2MqSNo6GiKwWi4Vz7AREQhOkVbYj3NoIRl5FFVnbo7JcG+XBirVGuOta73jtx7+d11/TjZEf72rSf5x8evJK0HPOV/m2pjlA/2fYyH6+1yJgQl/u64YM/xM0yXd7MgXyGEF4O7Q8KwEu/OdRJWBwoqppYko/YyVn8BQ3co109jmx2oiiHJHvGVXbhnMs563pK+h69OnqWNPkZjTKzrT+FYq2n6MzS8i1dVVNXBNvOE0cICJXFiQVBqERcWErRIBLzU+GYsz7IclwXyOaiq9pJERcHQ21d0QrhwXDzpu9K+jxeb36a+JBkqVs9Xbte0VMx4bMYbrMUKG7BEYmYhkTk3gZOtx4VXhWgyX9lDRT+LqafpSF/JXGXfeW3bKKqfs3mWyeDu8t8vaa9fWtKzeNyCVGIdteYoT5Y+i6Jo5FM7qTRGVni+X1j6ZKT0OEIE3JP7b+yOHsENytTcCekfq9qtzdXSsI32lrTLSkdoGp1sSt7F/uJXL+mc/mtDMCbmSIgEO3MpXtXpUfR/lXUpm5s7Q75W7KFYlXNPOoAsTUTlNV6s0snwwzq5xJolTkkaup6VZDxUFMVuJbSq6pB31pHTBjhZ+iEialKsHeNXjvzNsvtDEBHikxJJNNIcZDczlX0IEbApfS3TyiwjwUs4ejvjxScAuCz3M/z9ZUn2FTP84chRZmZXS5KA3iGx8qpF0yuQtvsw9QwZe4CKO0bKHqBSP0mXvhFDs9hfX7wuU40DCBGhoGLrWZJmF7VYoNoysmTVfiyRIKP3U/fmpLuP1oWf2hF7wM/x6wMfZrIe8d3ad6g0z5K1B6i7E+ScIabq+7gmdTnPiCgmNbhko3bWGHlO+D+ioJxmjXk9mShLQZ3DCyrYZjsJo40Zf5JjhW+iKEYr2Xas1dTdEVKJtez3H2KTcVsMG4Kdyft4sPJ5YOUk7mUrcfL/ZksLaoE5YRltNNwJIMIyuuXuOtYzWhh8y8jS8OYw9TQJo42dyquox22SQ4Fsvdl6DkN1KHtnqdRPcU32F8iQ5OnmN+h3rsIkQUI4HHEfJooCvKDExszrOVV7TAry2VdQCIcJhX+OcfGFQ+I11Ba1V9PS9KevZ6q2D9vM026u50zpERRFlnZziSGuVm/l+egxpFFvBSc2eQ6FT6F+As+fxbEHuMa6j+fcb6MoKgmjDT9q0Gfs4FjlB+epnv+koaqpWFcthRcUMfUcbY4U1lXQqMZG6UPm9ZSUGZpRmbo/Q84cpBmVsNUso8WHMYw2epKXM1F9kc7UVrywymzlJZY+HCUjrA1VMag1zyz7m67l6ErvZLZ2hCCst3bJSysDSXuopRH2qtT7+OJNVVbfGVDcHfAv+4f43bM/otwcld6mqFSb4wSxtZYQERlnDbDy4rUYC4uhRn/uFuYbxwlC2Xb9jYGPcLjoUos8nqj9U1yWn6EtuZGaN03Tm+b3NvwWfzj6lTiRkbT2Hem3ccJ9TGrXhTXqrmxHqopO0u5lq347R8InKNVP0ZHahqoYTFf20JneQcOfJ2cOMtc8ThhJL9t0YjWaotMMShhaEtcvYegO7eZ6mqKEyqIHZEbpkhsk93kGrKvJR+2Mq6fJiW7ZThUZTvEi7eoa6pQYLe8CiGEHEWtzr+dM+RGJD1viQ7hSteaa7AfpU/OkDI1/m/8cfjDL5bn38YFV/Tw3K/jEjllMPeSGJ/fFLenmipUfRbFZm7uLk4Vvc7HkZKHK06NvwaVOiM9I6VFE5JFyhkga3UyWnjxvnq3N3Mmkux9TS5LVBxipPIkfzLaqA0m7lzAm9sByC79zf18IF8voJu+sxw3LFKr7WhJJ52rQ5VJbKFYPtKoRizNO2gX+5G3Sn6Qqv/iZpQvswvEsyLksHqdCNrmZWnOiBfZe6XgXMDnnzw/5e9nkFsr1k6+w2vdKYzHZuzr3AfbVvt2S8FCQzhB+UGhVC8+Plcdzbf6NVMJJ5qoHW4v+TdkPs8//wbIW9ELF50JJuGX0oGsJGt4MXenLma0dIggKJKz+n0hp4FJCUUwuy76XzUYvLwSHmXT38x9XvoHLtk+gmlCbNFBUwVsebOfx0qfRtHRrMw0qCbObMHL51VW/yPeKJzlU+NclY6egqkluSP8cz1b/mSAsoWnpuGo+iW32xZjJhWRVVjcdshwuSPmUbGozdXe6VfFbKIRsytyDI1J0kGNUGackJonwuUm7mXoYMME8Z6P9zFReImH28r+HfpbX983yyy8Y7Kr8PUJ4qKp02ak0x+hwttDBIEVlknIwTru+FgOLmfAEleZYC7aiKHq8xsqE2w+K8tmQGKTaOIOqWthGJxl7gFC4NIMihpakQ1/PqfKPyDlrMbUUChqGkmBVtJ7XduV4clqSK4XwSJi9pO2+FWVzdC1Hd/qKmC1rkCDDmdouTD3NoHktJxqP4AdVDD1F051EELAmfzej5V2oiokfFDCNdqmf607QmbmS2fJLdGSuYKb84nl43IW4JGKDEB5StLQjXhgiXH8eXUuj63nSdh8pu08y8bQMnamtGHqSIeMGsolBuuytdGrrGVPPYqATxSXPW603UaifxFJSOEYHltHJKAd5uPwZbDPP2mgtg6KfkUgKOkbCJ2F1UqeEbbaRsfpJiCR+1IiB20sBqlo8UR1ssw/HGsSxBkk7G2J/024Wds9R1GS8spvB1M1Um2NM1vcBEapiYht5DNXhh5W/Y7a6n7nqYaqx8fZ0dX8MgFexzC78sMZhno0ZdWlC4dNvXEZH1BVLo7yykLvZ80G3USQlIvqT15BLbmST8xp0bBQ0/HgRyltDjIX7qYdzTJWfZ6N5C1vETjYq18VfruIHRdpYhRABO8S1FBtnWP4gVLCNTpruJJHwzyGRKNhmO8XGMG3OxpZ2mYLOQPY2Uol1KIod6601WZN5Nb+12aBvRw3RDCmXbb5ydp5yc5SE2YGjt9H059E1m97s9azJvJqMs4YuQyqrO9bgeayoxYgrDlqa8dKTNN1J/GCWICjxmfEv88ZVBp++Wurp1ZojksatGNhGGx3py/jzie8QRm6sC9ZEVUz2V76O65cQRDT9Apdnfgq5YckThE3m1CmSeic9mSspNYaZrx+jK305UojVIK10kjS7sM221mYoFAFXmm9glX5Z7KcrgbJ+1GCucRRf1JmpHcTHZS4aJow8SmKSM8pB2kQPCWEzI05TUucZULbTEXXRGQ2gqw4pux9Tz6EoJpONfXSmdkoiSFiW1SIRneflqKoOd7Z3c4JRvjL9BwRBEYC9pa/ykQN/yCPu8/zunnZufOoA0+XdrbbnSou5ED5jtediGILEnK2s1B8RiYDDxW8y7R5irLKbKJIYtkr9OJOlXZy7GAdhkWOFr1Oun2C+dkSyjQPZ3ulOXYaqmqw2riYIGySMPNoKxt8LoWmOdNCImkxX9sQMVGL2Yb01LguVpIXNgzgHO3UuuF1uDJXW/1ues+gxO/S8EbvgMV5K2KbEry09HlggiSz8bp6aO0UQluTvXQBXs+AGsdL1UtBfNoE7l8QgHQ8WnltK7Hcr/73yWMjzWHBgeL74+WUabIIg1r5bFCe+MvcLLcavoXfQlbmWtfk3LmoSomMZPcy4RxAiJIrqlOsnEAQ8U/tnKvVF/Uvp4lK8aBX1OuedDCauRwiP281bccxOFMXgTuc9Kzg8LCWf/OQhRMifb2njC289ye8NbWKDeStru+ZJ3NyJfUsfba+W1yur2mScjWSdtfE6o4KQBQ9NtdiZDbglubY1drre1tIG3ZDIsevGn+U31/wvHKu7xf6VGPjFaqOh5zlbfoqT1UdoT+/EsQdkRV1Pt/CyxIWF0/UnqColHFWnQZmU0s42cQ1Phrt4tHk/e8pfJaHlUVWbVc41PDBR4pbdu3iq+mWiqNaaa6qi0+FsoR7OcbTxQyZre9ik3kRNzHKs8gMcrR3blJs4x+omaXVL6SPFwLG6SCeGpE+yX2JN/i6uSv+0lGuK6nhhlbo7RdMrMOUdxDbbyetr8KMGblhivPo8J3iRf5o9wJQyz5rsqxHCwwsrVJrjrBSRCGiEBQrNU0zXD3C0+C0MPUneGuJ9fWtoetOoqknWXkPKGQKgFs7Qnb6cvvTVdGau5Fbnp+lytgMwW34JQcBc9eJQsYsmcdKvL6aoiwAvWJDLaMOxeklYnQgR4IU1BHIgo8hjrnaMfusKmkqV9cq12KToirqJiNgb/JBZdRxdS7BXvERf+mqq4TRJtYP25EaCqI5j9RNGLkfUA5xSzjBfk71iiaVpSFFRv8J8/QQHq9/F9YtU3cnFyQRYRicZZyOa6tCTvFzeFIQoqMxWDwKwNv8GaZmU3EgQFhlrvMDVqffQ9OeIogYJs52cOchs7TBBWJQMybCEqaUpu2Mk7R4a3hSuP4uqGARhnao7yUztIMXaCWwtgy509oU/XsaIu5RQVQcntp3S9Tbe0vbbyx4WYVinEAzjhzWKyhQRIRVvHEFEQm+nERZo09cyWz2IEE2Goz38z+0hX7y+yT2p69BUB011OOU9iSBiUpGaUIbesbgAxa2t9vROOhNbsWONpgVQa605Ku1PFCO2rIK0s45Hbhjk6zvfwvrc3ey64V28q+NjrInW8dRcgt1P9PLhz6zhrw72UVLn2Zi4g4SWx48aZO01WEaOudoxxusv0G9cRoBLu7EOVV2oeiyA0s+Zq+gxHsJfokcWUndH+D+jT/Lfnndar7lBiUL9JE1/HkNNkNcHaU9sYn32btbk75aCjDFZR4gQVdEZEwfRtRS15mnq7hhNUcaLqlS8CbYk78axuljPlfhRgzByOV59iPn6cSwtTVdqBwC6ajFgpfj7nW1kEgMYehI3KFOoHSdl9ZJV+zGNNI5IS8HfyKWdVeTpo6qU2Of/gDZ1gLaok4ZSxyegpMoqZ92dIecMsTn7RtbaN3O5csOyRVlindRlLFJVMfnU2Jc5WPgXlCWL7vt6fhPb6qHoDfOY/xRTpd3xvbXgiaktW7jlgtmJFxRjZwAlnj9qS6tt4f1CeBSrB5Aq7MdfUftRUTQ0dXGeDaZfhRtKBXQLW24GNOmreKEIgnkMLYOhSymT5cmJgm32SaygkGzchQjDsrSOu0A4Vi8K2nnyGgutzv+aWFIhVwxWtqRa9LLV4k3owmNeXODeaX27kJpk8v5WWJA7ebkK3LkCzEqrbasBKmvENrLJjQBxlWjFb2ltjhe/aSnaR7B4/hqvyffRr2wDwA9mmS7v5hptR6tyD5C2+yTZyC/E3yXHJgjml0FG+rOv4uUYqrsb99Mf9SFEyLfK/0y5fhQhPB4sfy4WD16Mzfm3szn/X+GbGvKhI2d489f6ee++zwMwPpeBMEJUGhQea/CuB7vZ5T9I3Z2iWDsWay1KMV9pKaczmGzwveqzLOgrSvyny2TpSWaaHh3JBj+7dpb3dbyLfGon0qNXPid0LYeu5VidvolIBPhhmaw+wJrEjTS8WaqNM/EGwJRJk54kn1jLdHCMbxX/iqnGAc7UdrGfZzEUB02VGm4p2vmbrR9FEHFYPEWhui/egMg5KoTc7LlRGVvLEEXyeh0OH2O6egDbyBMIl7o7TSQ8qo1Rqs0xSQQTHp3GRhRFJRIBeWcdzajMgNbGttS9mPH6oComGXuAalMWYhqiRKU5Fuu7Qbs6iEed481HmKi/RNrZQBAUiIS/ojVbFNUw1ASdiS1SviR7PQoqU7V9fG7iqGT9GnksNRUTHBXmqoeZrh5gpPAj5qoHOaOeRkElYfXGftkgyRqrLjhLLprEydbJUlutKBb1nCVnraHuTpG0eqk0hilWD8YaKKmWkN/Z5gucZi+OSHFIPE1G5FljXEtWdMrkwxumGZWoeXLXlVQ66NW2YRnSdzQQLpZIsCpzI9vte7CMLDfa72Bz8i4+ufGniUSAEAGX2/fRk7ychNnNmvzdKIqJFxSpNsfwg1mGiw9j6A5htJDhSzXkSjjJdPlZhAhpS1+O6xc4LV6UNlBoNLw5ZhtHCaI6mpahK3Md6/L34gYF/KBGzlhNX+YGVudu53XJd5N11nKNdR+9qSu5I/1BOhkiUIJ4N//Kdt6mnkOICC8mMVzZYbA2c+eyazNf2RtPWilsu8W4HVXRqXoTeFGN2eBELLKaIRQ+QigMXl1FU+Btbb/M76z9KJXGMGFY5kDlm+QSa1pekwBJewA/brGWg3FenXjnkp2uRmf6Cv546E5ut26kO7kTQ+9AVQ32z7Tz8HSCG8yt6GrEg43v8uPSX/J/T/wur3nuq3xh4k/50ty/c4uzntPeMySVdt6ceh3l5ihNbx439lEtinFsUlSjaWw9y8UetNJHs4Ku58/Bzggmys+xy/0Gb0j9DJ2ZawiDsqzkaAkq3gTlcJxAuJyuPMqqaD2bzNtIJ4bwggphJJ0TNMXA0JKsyt1BNrmRgneamjdN3Z1iLNqP6xd5svx3NGNj57yzjoTZTlbtx4/q1N1p3KDMS/4ppho2txmvkWVzby6uCsN48yXarHW0izba7Q14QZnT3jOc8Z6hQZl15qsI8DHR6Im6mVOnSIhk7GE5y1TpaYYbz5ARWVY7Nltzb21pgXVmruFLW97KQPa21sgk7V4anmRLLy5qgm9WH6DpzeIHdX5n4CYso5P3dn2Mj67+HW7PfJiuzNXnJSteMA+oKKpN0l4D0NJWU1Wr1eZU1dSKgqGq6sQL7crXOGGtIp/aypr0LWSt1XRYG7nJ3EGbvpZ+6wp6lTb8sMbZ8q54l7+SxIVMJl1/ZsUWmKIYsbjsUjuqxWh4M2haZsWKVbVxctkYLiQ+QVj8L2OmLg0hIjbk3tBKdORxSe9Tiddz8PzZ2HHlUvFbMlGSyZ7KAmbw4nFu1Uksuf9CIGRX6dMt7NxiQrj0u+XvnpfQx768UkR96W+E/PHp3+XF4t8veV3wr7N/2ILUaHpGPrfilqmimnRnr+fcMHSZDBBbrp3/9w4JCfGm+HHls8iN4aLR+oJg9NKwRILZ4MR53/WTxLHC13nWf4AgLHOk8RDfGcsTjZUJh8s8ebKfx+tfiROgUuyItDzhdv0Sf3bIYrT4cHxlw9hXV+IPHyz/Db/8dIbXv3iUqi8T6cHcnWzI3YumZfj57l+hL30tI5UniSLpSDJceYKCGG25SYBUOfjEqnfSiAXiIxGgaw615giuN03dn2HePUm3tY1sUnZXJpsLvqcvIpN/eS1ts5dccr3sZKk7qPkzXOm8lcsS97FBu4m8IzsK48UnYoHdDIqisjV9XyzgbjNc3UW5fpoo8jBj7PN3yp9jX/nfmKrswdRSdKV2UPdnWkQ2XbHocLbgRVXWp+7gMn0NG6NtdCa2oCoGO427cKzVBFGTTZl7uC77IRR0cqnt8WjLNqovGiTJt6p9CbODYjQOSPhYPZyLN9QGr898mHe2fQhFNcklN3K68ihjld0MONfzxswHJNkm8tC1C/sPXxImbileQVUdbKMTQ3cIwiZ+WJP0W8XAMuQueEGXK2X30fBmWevcyhrRzwFlH7ONo6iqTo+1g9Plh0navfSblzMfjWKpKeaax1EVnXL9GI61mow90GIQhtGCZliDjvRllBojhFGT9tQW6t4sTX+OjtQ2Zir7Sdn93GC8kR9Xv8DGzOuZDA5LPRm9k1owQ7F6iK7sNdKqBkg767G0dAv0HkR18s56ivVT2GY7DW+GTEL6Ys7VDsv2lZai1BgmZfdRqB7BsXrpTGxhsraHhNlBWu9hvLL7FRMuVNUh46xtSSdknI1U6nKROBeLs4AXSSdWtRZKS8uwStlCQZlmxj1Cw5tD12zaEhv4u43XcPO2UexVClE14q//YwO7pny+Nf/H8a+fPx0UxeS1mY/yV9eXefPuGodL325JX1h6HkFIEDYxtCRNf46Ms4ZS7QRrc3dRCkYp1k+RSqyi4c4SCg9Lz+IGJRYMyPty0hFAx6YaTlOunyHnrCUQHo7eRk7ppyvq5pnGvy2Rulk5NC1zHv5L+rM6vDr1fsbUcQ4VpJNIR/pKUnpPXNmVhsMiaqLpGRJmO02vQBAUyaW2UnenWy21BdZv0y8QhnV6s9fSDMsUqocw9Bxh1MTUM4SxgremmjT9Ahl7VXw8Gteqr2Z39AheWKXaHCOTWINAzs9VYjMvVL9GGNWxTemMkEsMtjYFTpTiePgk1cZZElYnflCjw9nCePlpVNWmL3U1WbqZ5yyNsECpfoq/3PyrdFsBXzsj+FHjfqqNk3KswvqS+XQ+CD1pD+EGJVRF5/3dH+TP33acL/9oPR868HsXuAKS9ZYwO3iNdTen/DnGlMNUvImY/boydmkpsH3h33I2Bq1rVW6eJWX3YaqpFvFjvPo8iIju9BX4UZ3p8m5SibV4QeUcW6TljNkwLC/xW102g84bg1cS2eQW6u7MKyQ4vPJQ0OnP3cpY6cn42i0f14VEc+lzYvH5obbuD+kzWb9kvNuO3E8TKREHC1+JX1lIxF6eASo7O2q8AdAugm9bfqYAnZmruce5iy9P/tGyzyzM4ZW+R/rgBqiKviImcFv+PRytPNjCKp+LM5S/rjOYfy0jpccvScbKNLpadlBLk73/TKhqioTZSd0dI5/ayoE7LyPd5fIr315/3ngsnofL4nw4Z24ss43TsIxOBBF+vAFF0UknBqk2x/jstl9j17Tgn6YWQfWG3iHt4OIKHCJiS/7tnHVfRFMtyo0zbMrcw12ZDXxy+A/QtBSqauL5M+RTO6g2x2lPbuYyrueH5c+ACFBUm1xyfet62VqG+foJbLONhjtLR3ILtWCGHmMrJyo/kpaEjbOoqtkSOU/avTTcmZh1fmGJnKUV9by9Ntads2hLrEdFwxN1gqjODfpreC56kvn6MSIR0JHciqk4TNb2cJnzZsaUw0yWnyfjrKVYPYCimGzPvpMZcZqM2kOIj02KnqibR6tfQFcd2pMbySg9nKntIow8htK3oWMwH41KbH0wj2P1o6o6q61rOV59CF1NkLJ6mGrJvZwzPy5tGi0dDBUvKElrD3+OMGqiqgkGsrdxV/JnMPU0vj9PR3Izab2HPucqDGGRMw22i51YRpak0Y2Bxbb0fWSNAeqUaARzFL1hDC1JwmiTrVDNRBDScGeJhARtq6qJgoKlZdFUU1aaFCuWAqlRaY6TMDupNsf4YfkzRMLjVO0xyo0RaYcRzPDu3H1oWopifQH8LKg2hik3z8r2cDBPFNapedOEUZ1q4wx5Zz3lxhlmKnsJwzK15gRuUCYIq5TqslXa8GY4W3kGTbWwtAyVYPIi7YMLhdK6LHVvBk1LY+kZsqnN8ZEueB7KHbDEi8wShA0yRh/rtRvQFIMZZRQLh4TRhqaaCBExXnyCdx34Ni8c6UPRFISAX7zxBK/pMzBbdjaLx7FQfh/K3cUdvQ5Dr25yU2ItIJMvTbVpeFMEYZOtqXvIJ9bSl7kutoeJOFX4HvO1I2iqLQ2m45113l5LR3IrXemdJKxVTFcPMFXZw4DYyO8PvkEakDdGkP6OUBRjvOB/D0NPvvxMjR8u50YQFnmo9BcMN56JKxYK87Uj1MIZ/LBKZ+Yqfqr9VxGEhPEOyg8KdGauotIYoTO5jU3Ju8g76/CCCkJEOGYnqcQAhuLgaO0M5e6iL3U129NvJp9YG1dS5YbGD4rMVfYxXzvGTPl5DFVlm3ITtaZk2RaqB8kaqwiFz77md0lYnfRlb2K7fQ/X229hunqAGU5TEpOcjJ4lCBugqBInk7yVLobQtRSWnqUaTnM22IsXVbG1DOnEarZn6rzpnmE+e9sEGat/cayWYbvkeLelL6cnezMgCQJBUMDzp/lOdRcvPd/LA2cvvuA3vWl+qfNe/vFDZ/jXm0K8sIquJlgQvFwp5KIilv176eJUbp5lfeoOjNhup6YUCWgSBPP0Z64nFD5eVMMyuhm0r4/Fjpe3DhcYswuJ27rMazm/0vRKE7hF/BtAqXaMlN133nt+srhI65OAs8Uft1qg546rxLk1l70fpO9qPrW19f1iRULDheNE4xGOlr+35BVZbdO1bAvOciE7KkSAY/WScTYBIZq+clVTxoKlm4qu55kpv8jXS1/jXB9ZISLSzjoWrKSWhoTA1AjCErqWPS9B04WOri6BHKxQMe3OXo+Jc8k6pH2pq3HDCtfbb7mk919KLOgcSnkPl7NzOT72wAaecY+tmLwuwk4Wx3DZ3wmWtANDXH8SPyjLTSwhQriSyRtV+cLIDBU/XHZNg7DMgm2fEB5D+dfzzo4NNH3pC92R2kaTKrd3uWzKvwVDT0mSASqF6kGCsEynMkSVJgtVb1XRyeh9ZI1V5PQBqp6sYAkRkrA6KDRO4fpFjha/I9UwtJsA8P15oqiBEAGbjduxjHwMHTE4NxR0Uol15O21JIw8DW+Gij/ODc5PkbJ6OFt8lOn6ASw1RcMvsI+9BFGdNmcjfamrJWxIscgmBplWhxkvPkkU1SnG8CwhPMrKDFVvghn/GIVgGENYvBj+iCis053ciR81OF19HFNPk3fW4VJlPhql3BylO7mT3uz1fH7Lu7jWeCMnqj8mEgFbE6/FXMHqbiFeJolbxMncnP0o12Q/GN8URYh1wBRFpyO1g0owyQEOU6qfkv34yCUnuqlFsrxa9gNe4hne4LyBd2ZvZ9zfz5Q4STkYR8PA1FJYWoYgaiwDDs5U9qKqeqwVM0gY1smnt+NHdVxvmijyKNRPxP6saWwzj6En6UzviC2L2nD9eWkXgkqhuo+/Pvt72GY7jtXF0oef1K4KUVWblDNEyurFsfpRFI1KczzGesidzmDmVhJGG7nkRlJ2P92Zq1EUlZ7UFbTbG0iq7VSaZ19mp6mQT+1E0zK0pS8nn9pJxtkY099DNMUkk1hDzZ2m6c3HN5JACJ+MszFOvOSDvlw/ylj5GWbUUTQMVkXrKYlJmkGxhS9IOUNUm2N8bdhh4nkbvU3HbIOpphKDwdUlN7ccF8vsYqTyJHvmQk4/YvOV+X9u2f1IGniGlN3HGX9366zSVj+qamNbPXSkdpC0e+jSNtKXvIpcYo0UTIyqGIpDPrGWTGI1qmKyu/Yv/MPoHG/N/xp+MEupdozZ2hGmqwcIwkaMi7h0dfWFkIuUZCzV3TGuzbxfWslFdaruBO2pLcxUXuJf5v6yZXEjreU62a7ciKGn2Cau4GRDyotIrJdOItZFtEgxKLZQjwoU/RHGwv1MVfaga5LJLYgkozO2F7KMbj621eW+/jS22R7vaDXGys9QccdIW/3oaoK3ZV7F727O8KmrXN7Z9iFUDALhktK60LUEjtlJUZmiKMboIo8QEU1/jro7Td2dJqP18aVN17FBu4mNnfPoazIk8x7Xqjeiqg5r8nfzxvwnls3HXGo7Ka2Luj/Tmlsb829F0zKMl57k1me+zPeKf7J8FsftO2linsbU27inr8Locym+cKSPQv0EhppA014+Cb9QeP4008FRKs1xvKDISPUpQuGjKCbzrgSpdxob6U7uZCI4KFlm52DGdC2HbXa3zrU96ubcWLBuuvQQLBcJDilU9y37xp/cVWbh8aytmBide68ujctz72NH7qfPe73uDi9j8S9U7y8WkrkpE6SGe7bVWVhMwBSCsIIQLqnEOjT9fLyQPMqQpl9otdwkMD7Hyvf0QlU2bOETZWtYnmva2UB39gaiqEq5fhTb6mnh7s791cU2+fLYX/4Grn/ximmpeYZ7MltjB4yXj61iO02vwL7osUt6vwwl9rK+UNIuqLtjssKtt5MyPb5R+Q+OFO5fQvZa6bNRy+93MeRYL7UfU1UHIVypqalYgGhtdJ4v/T0/rH2NbGozHekruS77Ie7L/4YkUcW/6Yk6n5l6kJTdx890foBSY5iCP8xDUxajjedouGMs2O2ZRjv35n6D/7O+nzl1GkSEoth0pXdiYFNwT1Pwh6m5E3hBhQ5zo2yhJtZiG210pi/D0vOMK8dYnXkV7emd8XMl4kT4NO32BkAjnRiMNwtLRlk1aXgzjJefphmUiKIGdXeG3c1vMlN5CQhpeuNM1w9QdyeYqsn72FQcDCWBpaQYr71Aw5/nbPmplt/s0jRqqraPdnsDiqJSd6c5E+wmEj66nuNseRfNoEjC6sALKtS8aTQM6v4MDXeMkeJDtDPIfTed4g8vC9mSvJuk1c3+2nfp4MLz72WIDUZ8kRP8zOoM/3NjrvURIVwJ2BYR0+VnKVT3c7r0EIqiS0HNqMFw8AK6YlFXyhSiBkHk8ox3hH+Yu5+U3k0Q1QnCBpONfTSDIhV3jKZXIGX1kDOlWn7WWU+vc4UkE9RPo2kOmmJQqJ+M20CycqaqKTLOGlRU2o11uGGFtN1H1l6DqprUmpMxg1Y+YKqNUxSq++nMXMNb239bTvmogWV0kjA7SehtzNeOUm+OomsZMokBMs4aDD2DqecYqTxJMyji+iU6zI2UmmfoTl+OL+pk6SYlcoTBua2aJQOvOmSTm6k2xwnDCu36WtoM6cxgGR1YWoZ7M+/D9UsMOTejawlyqa2tB2fNnUBXE6hqsvWADcIiZwrfl8yY6CnSSierjavJO+tJWj0k9DZso537y9/ki0f6OfOkw+Qhh4whMPV0a7HRtRyrcndgmV00vXGCoMA3in/PFY89RL05iqJYrQXS1NNkDdnKrQdzNMMCGbWHrCMrUc2gSELLS7YlPnVvjrTa1Vo8pDxJI7ZU6mNSPU1HQpMYHxTJ8g3KJMwOOhNblhhgv9IQeP4MQvi8qaeTt+U+gIKOH9apNMcQwiOKGthGJ4qi41irCKMmu+pfwTba+HHti3QkNmGqKbqSO4iigEL9JGHoMeHu5YxykNnqAWwtF5NsdNoTm8g4a2K1+MXFMhIBKdPjIz83wsdXvSeuOKqkEqsII5eKO0bNneQrhQd439Fn+ZODeVanNExFzn1XVGh68+StIRRUmmGZQ+xtJY2uP4uuJbBJsaVrjn4tz5/sGeDsN32eOrCKY2KYXx/4Tf5s7U4mo+KyMQojlw5WkzDa6EhfAcDx4nfiCme4okyOpjqx96K0rvKCIr9/wOCuZ6f4w9N/RBiWmSm/cFHx1wVW58Wi7s0RRA2EaGIa6ZY+o4LKdGUPU+5BRosPU26M0KNuRtOcVvIjLQJT+K3KuIiFfJdXdmyrpyVafumhknY2XOBvIhZV/kli0e1lpc1g2AKCnx/Hm4/gKy/3u+KSKkx3pj9A7wp4skXJA5lspZ311JqjK84RXW/D0NsJwypBKKWdgqAY440vlNzL+bASHMXWc9hqtvXvhnt2RRmihQrdSueZtHuXkKBWDj+o0mFJ7+9LiV3et/GDAnMXlUQ6NwQFf5hzW57qkuqLEB4Nb4Ji4xQfeE5jJrZ6E8JHQYuJSedaiIkVfGzDc/6/QEwRDOVfz68MfLx1BPIbAlRV59d734KmWvRrOZpRSBh5KKqNpmWYqDzHbGU/DW+Wsbpk+bcZQ3xh6svU3bHWeelaLnbzUXho0mA2OIEgxDLaqAfzjDdeImOuounP05HahhdUGK48wYnwaULho6sWhupIfLvwW76lQgSYehsJPUda6cQ02lEUlXJ9EZcoW8wBCioi8qg1ZKs7jOqxt6nXGnc/rKNrKZreFKXGCAXvNNVommIg/anDyOWN2Q+TigXel45l0xtnrPwMfighLq5fJGsMYGhJBrISNtRpbMSxuvCCCvP+6RZUCgR1pUxzTmfHVVO8rWsVlcYoupZo2SauFBdN4jRN7q6jqMFzcwptpoeh55F+YFn8qI6pZ1HVlNytqw6r07LMWXen8YMaumJRFdOcUvZQcccYb76EEBFZpYdV2uXsMF+HqupcYdyNbbQRhGVuNe7gNYlrW4Dvef80ucQgfdkbCALJIJEPgoh0YpDXZj6KEAH92g5UxaAhCqiKjhfWpJ0R0i4lbwzSkdoWl/4tkvYaSo1hJoMKiqKjKBZBVMf1S8zVDrd2K7pmM1N+XkpOiEgyJYmoNEapNc/QEAWSZhemkpIMHAyO1h+6aBXu5vQH+NO1b0UQkU/toCZmqUbTsgKnWgwpV6KpCrpmS20ws5eEnot92FSECDB0B021SSUGl1UP/LBKm76WYiSrnI6ap80You7P4gUlKo0RPj/7KG/YPc9v7e5h3lWoNIbjCqAEpPaLjXH7U5bjXX9KJnCqiRAuiqLTltxEFAUEQt64flhDVx02iLWs0a7GsbrImYM4Sr7FDO5yttER9dJn7EDDwDKy6FqCWmOYUv0EI8VHGUop/OXmX2V9/l4MLdnCpI1Xn5dClOe0TS49JID6wckSx71Zyb0LSgSRxIPpel7ayaGy2rlOnp8IaPrz5J11BDSpBlMUmqdkQqenAQhCSUs39BSTpV34ofQ3rYdz5HWpug9qPO9Mbki+h+OlNPd/TbY1pUm7ih/U0GISQBDWmYvbzF8vfpm/mbqfGfcIumJhKA6qYjBSfJjR6tMUa8c4W95Fwz1LFLlYRgdb7Dv5P2sHGJ7PckSc4t9KD/PrT3Xx7kMPURKT/NZ1p/nyKcFzpc+dN0r7Kl9HQeONybuRTLGFStPKrUZTz7aYqAttvAdLn+ZU4Xuth6O8FxaTtJ/EW9MLK7EmFVTqJ5ivHQMkNlEIj2pzlNfnfgMhAs4Ge0mY7aiaI10WhEfDHXvZ31jJtunlIyJt9l7k7+e6OiwPRTG5PfvrK8hvvFzV+cJkqVrzNEcK//Yyn3/5SNpD/PetIXllYNnrimKTSqxd9lqlfuIc4gIsJBZhUI6xolLpQFVl4mbqGQYyN8cJyxIPXHR+uvu/L0tklv59pvxcy4LrYiEIpCRTizSzKH1TqR9/Ge1OjSAs8VdTD7ekaC4UimKzNf8uaS+nWugrsBcvFsurt4vHvew1ESJExOHofBkeQUBn5ko+MfQ/aEtf/op+eyFq0SybMgJNy2DH83ld/j4+3PMevjZ7hKnS03xz/k/5cfVLBEGR9tQWdNXhivQ7GcjeQhA2GVbkPTbVPIBjtiM3p+uwDIkVrjZO8qPmtzhYKVPzpunMXE3K6qHT2Mjl1j2MlZ7ANtoo1k8TiRgzplrM1Y7QDIrUghkqjWE0xaDsj1NyR1AUHdefYrp6gOPVh8glhs6ztxSiScLsZWf6bQzmXxsL+4eyqySClpyXaXSgKSbpxCo60pcB0HBnyKr99Gs7+I3VH8XQkuwR+yjXj503hgo67aktrDVvpAuJvQvxaUusJy/6aLPWcabyOIXqERRFxVATLRaqqqYYjNaiWRGKrmBrgr7MdRh6kjFx8ILX7aJJnBFrKimKwZem/5rbn/0n/GAOTUuiKDpztcPxgzFipPYUfjDHSOVJ8s46dC1BOsbedDJETunHjs2JN5q30B51UFQmKanzNLw5DkSPUWmMkE9t5coOncGUiuuXcP0SQdhAxeDn21/FqtxtuN50a+BV1eCIegDH6mVGSIN3HVuKEAYVuu3t2EY7QeQyVn0OP2rQntqCqpoMJK4hEgGnlX2Yeg7LiO13hLfIyFVUUlYvoOKY0jx3S+J1hGGdpN1L0l7DVGUPblhhuPBDJqsvMRK+eBEAvkY2uYWtqQyqggRZRy7z9RMoaKzRriJt9XNWOcK3Sl+i5k4Q4KIrVtxWlMlre2oblcYoYdSk7k6xLvu6FusvDMucKElvwZPeE7iiyljtOaqNkzFbLmC6so9jhW/wuP8Ee+eb9GSuJp0YiiubRV6o/StNb1aaKsvbAGmuLAGzQniktR7yibVUgympkePN4IZlvl/8C/ZVvk6lcZbJ2h52KJuk/IIIiETAlDrCydojzHknaLekz66mZ0ja/Rh6hkcnm3SaITP+MYq1Y5Tqp/CCorQyS19OPrX1ghp6Lx8aI+pxRtgXVwBC3tf1y7SldxAEJYRo4geznKntouKOgYhkohq5ZJQebC3HWvtmZhtS9sYNCtzpvIdN6o34QZVcantsPRZQqp9itPo0jtWNEAFBWEFVbd6xKsM1vTN87UzIvavmeX/3h2KGVIGGJ8cynRjg3Z0f451tv0LDPUs5xm9O1w9QDxcqUj4Ze5V07TA6WTByb3pTvKatlw7L4759j3Ci/EPq/gwHxHHmK3uYrR3m3h9kYhVwkGSEVYBGtTGMZeRZx+XMuj622YtjrV4+gst0wKSlVxDWUdXlOn4Lm5gFWZK0s771uUXSlIyFasDFQi64LV8BoqiKVKefBqQQeUHUUFAp1U9QqZ+IK4hBa97q5yWP/3k9LwWNSrxZvPj7pHbbSnFNWzrG8S2N/5wrwEpsy8WkSGL5VmIKL43bE+/g2ldN8N8G1ixLvIVwqTVHz3n3IpB+oYuTsHrJp6QUiKGl5CaFQKrRKyoN9yzDhR9KRQBFW/JNgkgsZbPCpY6HYw2yNf+uc44sbLX/zp17y0Np/X9V7jZMo5PJ0q6XxQ0K4TPm7aHWPC1Z2f8vCCOrqoVjdZHSll6zxSptoXacU+WAD3fdu8KnF6FRF4q8OsCWdJ3PbPkov77qF1DQWROt4y2rSpyqPgpoKKopiQdWD7OVvXjBPO/q7eF/DFxL3lnHjYm13Gi/g2rjJPO1Y6QSA9QawzTcCRRFYtKu1l/PMV4gaXYhRMh87RiuqHJGkYlKr7GNwdTNGFqKuihwlXob69K3Y+s5SvHGbbq6Hy+okLPW0JbchG32EoZ1grBKsXF6SfV2sToZRA0c4WBgx+u7tHKT46eyoGEpiEjrPVhalm2pe7km9R5Gak9RUeYYq4X0WZcxXHx4xTEUBMzXjlNViswygoJGL+uZqDzHgeq3aEYlWRGMvVSbQTG2GISB7M388+3zpK9xiHzBe7cNk1V6KNfPyM7jhebFBf8CUvU+xmcFwXzMuBIoik4kPDTVxrEHsI1OvKCMolisTt9EpybdA6Yre/BElVszg9KCytiGoqgc93cxqY6xOtrAdHCUrtR2/LBGV3onYeTyv05+hk9OfkcaZqs6bdY6yt5Z/mz0CwTCpTNzFbqeI2n3MqhfxUjxYdygRM2fwtHaW+xQISICXEw9LRNEZz3l+hnmakexjXaG608RBmVmqoekTIdqcWvml7gh9XMMZG9B12XlZL52FEXRSGqdRMKjqEyRtCVuyTKy3Jf9ZdqsddInNrWdQvXCu7akvRo/qPMf9Rf45+Eq7ckt1N0p2S5V+zjmPY6j5lnwRhUioClKmIpDe3ITQvgtoK8QAY7V3cLqqXErG+SiOFnaRaV+nLHiIzRbi4xGxlkbt4bbuS91K4GI2CauodI4jam3SUxYUI6TqlSr92/qbUBIxtmEbXbRFGXqwRy6YqKrCRbcARY0inTNxjKyPOJ9j/n6MebdkzSjEuVAqmw3vQJjld10JDaxOn0TA9bVWEaWH9f+kfcf+gp+UENR1NgPNaBQPSTbL4rBhty9WEZnvCi9koU4Yrj4MBm1l7szH+Lu3Mf5auGrFKqHkDpossrX9MaxjBw3p36OUHgk9U7mwtOEwmUqOsZ263WYehohIh73vsM+/wdEIuAu+15MPUfSHsDS8/hBke3Ga/mN1R+nLb2DpNVLmxmSSrv82TVF1gzO86ZVTXQthaln0bUUflAmjDx+Y0uZtw1KUHHC7CZt9pI0u8jpA7KCqeeJiOhIbsHQHToyV2DoHazO3cG6VEQz1ChUDnBL6uf5yrY3xeev4PqTPF3661YVoi19Gc/cdB+3ZD+Copg0/TkOBD8mqet0J3eew7LTzsNRLegnLlo7ySr+5bn3kUttJ5tcj4JCw51hYSEOw8o5VZb/XCiKBKk/W/kySbsXVTGxjG4ca5BXZ34ZVU2gaZmWmGnrbLT0RSu7K+lBnRuCgGrj5ZmIgmDFyo8QHn98+v8u8a79r4nwvFYareqOpqXJJjfixW4qF4qNGQstbzBc12Is7EKIiyQ2i3+Tbc5DCEK8oEgzxlpqqiXF42OVf8vIxrCCxXv5qzN/+opIFwvhBSVmw+W6nIuL9cVbyJqWpjNzDWlnPWeLj57HcL5whEssyJSXSRR/soiiOldrr+F3Vl/bkg4CWhvaICzyg8Y3+NvpB877rGwxmuRTO1gkPCwNhdPVx3lsJslvnf4Gf3T6T1BUk23ZFK9/6RE8f4akvZqk3c/m5F1cab+JTbk3kbQH+J3T/8wfnH2e2ep+TtVqhETkUtvpy1wniVsEEOOB11k386H1JpaaQlG0WO9QZaL6IuOlpwEVWySpiwKbndcRiCYviV2kI7kmSu1UWdWLhM94+VkqzbEYJhERRY1Fpw/FxDI6WxsKPygSElIMR1sEyYXrJCEanThWJx3JzUzXD1ByRzjhPoaveLQ7mxguPsy3yl9lLjy9hDxyfvjBLKeKD9LGKjqdLRzzHieKmoRhXdpRqqbESouIdear4sptjj9acyWd1wlEGGGuS1Kt2jQoIyKp/HChuGgSF8VG5gvJjJwM0hJI2kSUiYTP1sRrMbQUQrgU/GFenVpL0uyiPbWFZlhmpOpRD2cpiUnSeg9X6HdxvPgAB6LHKDbOMF09QMObo+JNyDKoiChUj+CHVYKwQcE7TaVxmqY3QacyRCOYJ5tYzXbjtYxHh9C1DJaepVI/wU6uwjKyJPScZPKUnyLREs0DQ08RBPMtpqRhtLXIEGmrny/eVOVHvzjDP2zZwb2ZD3Jz+v3ckPo5HKufT/RfSUdqG2/OXMEO83VkjVWoqFzWLpm3G4ybYz22lXWhFHQShnS4KHinORA9zmblevrS1+IFFQrRKJaeYbp5iEC4ZO0B0olBGkGR0crTzNeO05+7hd9d9xHJ0DXaCCMXXXM4XvimbKMmN8RVlaWh0Zm5Gk3LSOsRLUetOYmhJfm7iU/xXPQjXtfn0J99FVc6b5UitwRUG2douBNEseFx2u6TN4aeIWF2YCkpgqjBBvUGSvVTpBOD3O28sXWumVjVO2uskpg8ow0vZlqtTt9ET+pyhAjIiW6mGgcYbjyDrecwjTRNf46k2UXS7qdcP8WtmQ+jqQ5zlX14YZWamKMndTltyY10Zq6+MCPuvBAoikpNzKKi8GdXVwjCRqtlaBkdLOzcGu4sJ5T95J111MM5LDVDThugGRQ5LV6UhJGoQa05IRnXWopvl/8BLygu4rUUnb3NBzhYasRi1U2+PQpCwNANVfy6xup0lXuzH0BR1BZubyFRunlojHx6O01/Dh2bLn0TEbLlfn3yvdSak4yXnsQPJLYPYKT4EB8//QCfPAq9uRv58HqL8abBSO2pVmV1aQJVqB7iEy86/NqGBI7VTRiW2ajfQt5Scc9b8MJ4EVxeFVFazFP5ehDMs6/8b9TdaTkW8cZveTXn5eQlLj2iqErTGyeKai2j6Z7U5bhBgef97yOiJlHUPI8NuYD1u1BVd1Ejc2kLWFsmiCqTkktvDy9UJv/fjgsnQBphWIkxZBevbv3V+N/yW59dw/OzP6n3s9ZKnoRoymcJGnV3mKY3LtuGYZ2U2RvjXeVz2Ta7Vzz+cxN/VU217v2F/wdhkenys8vetzwBPfc7F7CTCllnLVV3IrbgO39sFjbJFw9xTrKuXDIxYqWwjB4S1ip0vY3tuSQHS2psiRX/mvDiY1UwtSSzlRfP+w7Pn0YIn2K8WZVY6qX3gsDzZ/nbmYekXJSekRvU8lkK1YOAwPUL9FqXMRy8wHHxnNzURi51d4zR0i5so5OCUual4Ad4foU/XHM992R/uaWtqKop7usYZMbVSZAhoeb51Lo7yCTWxBtiHyF8NKHRwaC0PVQckmoHe+vfxA3LNLwZ8om1aKpN05uNE6KIMKwg7boWSURCeCTtHvKpzZhGF0J4vFC/n0LteCyNJaTEElostdOk1pzAVrKkrF50LYEf1JhVxhgrPo4QTVy/gKmmaEtfjqo68Sbv/CJCOjGEjkbBPS21RhODpBIDaKrD+tQdtKe2S59sIeFR72z/Zd50+2mEFxGMNRCNgDV3enx563ouy/3MRQlIl7TyhUEZRZV6MKYuAcXtiU2cLT6K689zVHsUkFo+NXeaL8/9S0xKWIum6DzqPUClMcLW9H2cauzCtWQbZLnXqUI1rKMoKllnPZXGCKpqSrP2+ikWbqgz3jN0WpupRwUO+j+KiQBZHKODMHL5YfULWHqWRlAkaffIRa74OLYpBVsXYkF2Q1G1eBGPEITc+fQU1z+3k+eDowxXd+H5sy39qo+dlPpin538Mimrh0LlJEFY5k9GCzS8mdhA+SI7ckXH0TrwRJ3VxtUcqT5ImAxZK7bSSBSoedOxCKBKKFxmq8exjDx+OEcQlkmYvdhKht85+Tcoqinbk1GArtokrH78sE7dnyVl9ba82VQ1RRRVmase5HfX/yafnHyQydLTLDCXoqjOTvU2fuH6E9xxZgt3Pv9Uiz22MOa6luNvt32E/UWVv26cYbb8Eig6JfUUUdRkb/gAhpbi4/1vJ20Ivjoj9bhmqwdRFRPV2oilZbDVDKbm4FKlGIxSbY6jKDpj4X5UVUdTLWnDpmfRNYeZ8gsIBKbRTr+VxHLzNImoNSdoegUyiQHmqofIOEOXoDclQ9fbCMM68/UTfDd4keMvvBFNtVpjsd25hwN8D9efl8l28xQ5ew2ztcO0p9Yy4x+TVmIikIBTNUF/5nrm3ZNoqpS6WZu7K/b2nENRDOruMP/h/kX8G1UOJUbJbAWtN0U+65ItlblhrINvHyuQdtZTbYzSkdhE0bNYmwh5c+oNfD36BpVgkkiX18RQEzxT/Uf++9BH+ePhv8PQHfygjmmmiYRH3Z1mfbfNX2zaxvpbzjKx2yIzPMB8rNW2tBohhMd/FP+UUyffhqbK5CRDkjf1N5k+8Sq+wa7zxrEjfSXFxhmCoBBj/WSStpS8EEVVIkUnobdREcfR1Jx86KrOEh21n8Q4/mIhxWaDEEZLjxNFderewm7bI5faTrl+ChEDs6OoynXZX2R3+e9ZkLRZ9m0rbshChAixjJ64sidWBN9f8Ahfkfjvf063buWQhveXEp4/w58P//5/4hhWGNNzflvTM3xu403sLd7O3808ydnijy8IRzm3iiaTM7nAaVrqItfhwue7LfNWukQnPy59il59G/d0rONz0/cvqawtOZvzqpvSNF4mbRe6VqLlH/1KQ1FsPr35F5hsqnxy4lv0JuSZLDxLzv2dpN7F7IrHobE1/w7mo1EmS0+TMDtpeDMIEbe+Y2/0Yv00/alrOF38AYiIplJFUTR0Lc9lqTdzJniBLdqtnBC7yWh9FILj5FNb0RSDfnUH05ym0hhFRE2+dsanN2Gyljvpj1bzzoEUb1w7yt7JTmaDE9yXupuTNRUvqND051AUuTkaYR8dirSunK7tB2QVbaHCNl09gKroshNodsbrlSore6pNwuxueScHYYNbrTfxvfCvUBQbz5+OxaOlTWMY1UH4sTWd1Dk8Vfh+3H1S6UhtY6T0eGs8HaubToaY1wxKyikGM7dSDsZwwwqV+nEUxSabXE+pdoLD0Y9wzA7mqodbXt3b029hWkjCxUT5OUQmlJVFAYee7+BEJcWdm0aZ22Px3RHJCZhlH13OtgvOkYuzU2MAvRSHDFA1h4Y3g4LGWOkJdC0dq0RHceLh0/CmqDUnMLQUeWOQhl+IJ6POaPASqqq3yAbnTsCFnVqxeghF0aUGjPCXTUghImrRLFVvAl1LsFG5jivNN5DV+tFUizCsoijSSL3uTmMaEnze9MaZrLyA60vPxbo7Q705iqpKNoqmWiTUPGdKj/C9+r8z4e5lMHUzptHRkliouxPU3Qm8oEQgXDTVxNTbyNqSuXoxVWU5BioDYiO2mmFanCDvrOOYeJY94Y/YqFyHF1Twgxph6DFb2SuxecInCKXoq6aZlMNxCYjUpCDt2vTtaKqFH9ZBRLIFidoCS5qxFpOIPB6dquGFVSyjk6S9hs70ZWhaho9vMjGygm2vKfG/V99DFC0uMrreBorKvw43uL/8qFTANjoQwm95ctbdYRJWB/vmA35v9IdSTkMEpBOriYTHvH+aSPjMuyeZ8g4yWd1DGLncmfw5BtI3UGqMoCo6DXcWBTW+5qDEyuKeP82/zX8ONyhhaCmZLAiPQv0k3ZmrKV8EL3BuBME8Qrj4YRUhPLJRGz/X8V46UjswjS721b5Nxh7Aji2cVFUnFD5Ju4co1ixMmB302pcRRT5tyY0EwqXNWoehOzhmB76Qu37T6JTsMcVu4XE0LcPR2g84+4wNQURY8KidFnRbEUMZiftQFJVOMcAnDpf4k13rebp5kjDycPR2TMUhEC5+1MDQUyQ0JDGkOYGhOy0Xk9uc97AhDWGkoPWnaOuv8cl1d8QJ8spMu2OFr1OqHUYIjycb/8LvH/H49/m/XBE39bNtb6A9KSn8qmqia/ayqtXSuVN1ZQszDKty8xQvurbZgWOtli4hl1xJvfRYYOYFQYEFy6lq46wkManS9F1RbHaXPn9JbbtzmX7ntmbhIhpp57zrUkJRTFbn7rik976yeCUVtQuLpv4kIauZy79vKH0br715mFWJkGowtaS6dnHHCKljuaCRp8QL8SuPlMjw5lWyXXWo+A1emq+1MKjnxrlzQFUtEmY7CWsVV+fed0FrtkvVmTs3DD3D1W0lPjnxLQrVg9ia4EcTtQtUFmXlRzlnfmlahr7cTVTFHJaaQlUTraTyuuwv0Z25FscewNTbCIXH6eIPEMJjU/4t/M/B9WSTGzH1NC5NLC3LnDpFzZ3mZOE7BGGJQuUAfepWysoMZe8spp7BtnpoCp/VKZXrzS28sS/NT998gq4rPG67eoRPr38dH1hf4bkZj7o7gRBBbAVpYylpPBqtostlzpvpjJnyIO/njuRmknYvppaMceIhUgdyHjcotarklcZpflT/CgmzmwV9VdefwYut0tKJIWQaJFhUEJBeu1J82EdEzdhvNoUXVJhlmLTSyWDmVqrhNB/teQO/2vsuHGuQLbk3U6oeiQleEbebr0FVdOreHGHkMR4dRMdmrnqIKKoxXdlHwx3j64XPcscLj/DfTx/i6GgHVdfiUxPP8r9O/SPTtf0MF390wTly0SdOEJZkm0TREcIliuSDxTHbMXSHmjsFxJYVms3r7Ht4WE1JPaCgSIIMWXuAdgZx05spR5N4SpVac5KVBCoXQmJHigiC83ZkQdjAUBzCyKVLv4qGaDLFSRShMpC4Btt+NePRQdqsdbiiQrk5GicVPm9v+xUe959gvPg43dkbmC6/RBQFtDkbcLR2qa+WuVEqfAuXYjiKZWQZa7xAFHl0pHfgBuWWN6Opp1vWTZ5fWfGhvjxUjovn6BYbaVJmtnaQKJIt6332D8jYq/CjBkHYJOOso+ZO0fSmSdoD8UTP4folwqhJ1lnbAmHK5MYha6+h6k0wqFyOmUoxXn6WHYk3MpLYR7F+msfrXyGMmiSsTiwtzVz1MBsyr+NwxWL84fW4kcJnxo8i4sVYXutOeSOUPoVlduFY3RhaEtefRFHsGMM1S7F6gH+tHkBRbNKJQVTVQEElk1iDpWWo+VO0WeuYrh9AEOEHddIJnZHik9hGHlNLkXDaEYToik1O6eNI+buYRhfXOj/FrtJfAxGhYpFKDLQwSLO1Qz8RbkYyj0P2ud9nXN2EHzXwgyJdmatikWePscozOFY3tiodPGrRHIJI+vcGe+m1L2PWP4GhJHDIMh0cIGcOomORsvtw9HbGW4r6gPBQFYe8sw5NFYhagDcdoVsKa5J1HJHmZPUwH+7/b9iawidHP804OwmFz2r7WgJ8StEYlpImVF1civzR2fslbjQpz8EyMmiqyUnlJDPudv7oQJ53f87nbKODY2WVd+Tewz9M/tEFx2VBwd8Pq+xu3M+m3L389uoN/OKhv18yvxW+Wz7ETGUvsg2zEm5I4brku3m68kXqwXzMXI3wlsju+GEd28jjBY1LrqTCglzAhatZyxXpiSVxJCknEh6W0SYZcNVDK/yurAzK58+ig8TFvn/Z31QT0dIz/M8lP0J4jBR//LK/+f91SOcLeT9d4B0sVP/Ol7yAieZe/u4H7+ZMTYn1IGssePkaej4Gfl/guxVVcq7QuJhK/8Xi2cqX2HNigRkcsVfsuqRqqYJOZ/oyys1RXL/IC94/xbp3/3URhFW+eiZPt7GZonKEOVfh8fpXWOk8FRQ6rI0tq7GFV8OwzHjx8fgdcpxUNYGImuxvfp9VzjXM+gfQVJtcYk1cYZ/nSOF+PuxulB6mQQkLG12xOFV5OMa/ilan52D1uzHMKraBUy0aeDw1XecPLndJWR5uScfojLDW27w1e5qZgzauMNFUG1PPkrb7mK8dJyKkHE1QaY7Rk7ycCU6c004UjBeflOcgAoTwWxJjAMXqQfKpHbJ1LCIa7iJTVT47/PhbIgSRxMapDlHUWDaXG94sQdgk5QyRMVehYTBSfAjX7ud4Yz83O+/hhfAE//fUpxFEhGGZI/4chtGG58/hmO08Hx4kEh49zk6q4TRuWJbPTRHQnb0eL6xJ27RgnmJ1HiWl8vTcTrZlmtiK7DLiQ6Rd+N6/aCVOVZMoqk17aiuKEgNRFZW56iHJJBIReiyPEIRN+pIaPcpGDMVBUTQKYpSk0kEBmYhpioEXVM4T2V0pLvTAMvQkzbAgq24EzDKCo+SxlBSjjec4XPs+ftRgpPgQleY4upaIAfmCfcEpmmEZXcsxWz1IV+YKOp0tOFo75WCcAJcQn3IwzljpCYqN07E45QyKopLTBkibfeT0AaSwaoGU1sUt5pvZ6dz3stTuKKoyU36BmlLEVjOEYQXH6mVj9u7W5P/vA2/ny9veyfX6Pfxq/0e4LPteLjfvIZ0YxPVn8fw5DC2Fisp27XbmglNSSkExyKl9RFHAnto3uE67FiE8jvgPt8STE1YHazN3Uq2fZq6yD8vI8+b8Zr47XuFjp77Drx35LEcL/86Condv9np6rB2yXK6lsIwstp6lVD+BrrfRn71JqnfHmka63kZX5gpSZresKEYurl/Ci6oIEWGRarFUe5yd/LD5AGFYp+lLSZg+ZTOr2Ykblhh1n0dRdGwjz4hyJC6VJ9A0h99b81P89tBvYeg5gmBx961rOTLOJroy18VyDRfaxQt0PSv9JYMKRW8YS8vQnbmW2epBXL9EV3KHZA6HHnPucXq1bQhC8s46VNVAU02SIke1OU45GKcoxtC1BPPuSWbcI6T1HryoCqgk7aEYQ6UTxpigA9PtlF/yOXiom/KMxfrueWwhHySfn/w8fz3xRekDiEZWlSzvmphDV2zWi21cqdyKZeTwgzrt1gYpKKla+FGDhN7OcHUXfzb6BabdJrvnbT5y+G/5enk3v7a1IJXyW5WO5RGEJfqzr6I9uQWAO5KbuKytRG/qytb7NS0dC6D2SsblOSzIpD3E+3v/Bzfk21oPXxF5CNFEVUxStjyfIJin1hhu2eZcLFp6b3pbLH10cTcDWMSeXZZ9N9+9+iPckf1VFEViNZN6Z1yNO//TfjB3wQRu6fevFEstpS4cFzeiXx7xYq2s/KhWFHOJd+OlxrkVrks5FiXGNS1q77WOMCyzNKlY+p4FxvTFnvfVxkl+9dAf8MnhP6DaOEN/7rYWjs4283FrSyPjbGJH7qdbZBPpNrJUwiY8T6rkUiKK6jTcsygoCOEtwdMprWfb+Rps0JW9Bi+skbXXtJjSrj/5E8nnXOzYTpQ96qKIEB5/cOZvcP2pFd+bsPppj/ow9I5W9VyNnVIU9Jan8YK0hiAkEj5nqo8ThlVC4fG2zD1LHEcE5fpRqg0JmznmPU7BPd1K4HS9jTdmP4KqplrER9efxPUnafpzHI+e5qw6weFSmtXbSqTWR6hJHREIFFNleD7H7vAhackVlJguPYeq6FT8cWreNEHUxFJSaIqxzLFA19taeqGaamObEo+c1GVxQlUTlOonQFEZzL9WkhtiEe8FjD9Ad/pyPL8Sd61kNS6MK3Qb8m/BD+stq8+x4qOMV3azNf9TvMZ6Le9s+wCP175MrTlBGFaJIon3jaIGb0i/n3xqGzfor+FM+RGpPCCquGGZdnM9mmojCNjG9VQaI1hGD5bRg2l00Wfs4IuTp/irowrjzZeoNEbwwko85ivHRZO4lN1PR2obz9x0NbdmfklOqrAOIsAPatKQXUSEUZOk3cM/FR7iWOPHlL2zdBob6WMT5WiCZligFI0xWztMypQl0J80qvXTBMJj0L6eYjhKMyoxVn+Bef80KauHTGKANmOIrfmfQtds8uYQYXyjn3Ul4DPnrCUMKzT8eQLhMts8iqmm8EWdIbGDtN5DR/oyOpKbWZ+6g6705eSSG2mIEraSoeAPkzH6pEdeOMsIE4xykKZ34YFeCEHARP0lRsu7UFXpMzvh7afdXE/DL/DgRJnBZJ0PbdD5n7ee4Of7+jmt7KdUO4Kpt5FLbcEystS9OV5o/jvl+hkpwaLqjLt7sYwsQVjlx+53ARXPr+AFJbygSBA2mPaPYBodfHLrb6OqOl+Zf4YD0eOL3qCKCmiyIomBikq/toP+jBT7LDVGJDgzfSc9rCWf2ko+vZ2ezJXSK9efpxmW8cMalp5htXMdl6uvxvVL1MQcq53rSNl9lIMx6u40qmpKqyh3khPeEwyLPfRq21hvvgpdtclbQ3iiTntqOxlnLUIE/Pn4s1zX7vJXm3+RXGpLa2yDsIKuJaj7swRBIV5IV16gdNUm46zF0JJUGqNUvQlMxYkro2qsfafT8CZQUJkID5JQ8xiKg66Y5MxBKsocKbsPL6iQUXoIQ4+GK3WMRoo/JhQ+vdlr2WTfQS65mY7UDgAmS0/zseOj/MGT62iGGj883U+mz40FHeVi2HDHsIwchiKrvk2qNMICtpJhTplnWB3B0dvod66iGZWpNMcpNYapuZPU/KlYkyvNxrTDt2fPoqkmI4Ufcd9LpwnDKnfnfoPfXvu/6MpcRy61vdV+SNpr+OXum1it7qTpTfC5yb/moy9qnCk8CAhSiXX8n3W/RtWXi7JpdKDHepKKYpJKrONP1r+Xv3jdSUyVRa1BRSdpD/H2/AdZbVy9mPjFGNCXY6ouJE5BMH+O1Aicv2hr0jhaNIGQTpFnVarG88GDRGGd6fJLzNQOxnZGK80REbecfzL5EU1LnpfoLSrrL/zb4kKxYku2VYlYPNe+3C30ZW/C0tKv8FiXVqy0+Fgu/vmE1U86Mch7O3+D/tytF3lnbPOkyE3CpVcPpQ2XoecZKz7eerVSPx4nxiHl+jEOFL8WJ43aCrp6C/Pt5atxqcS6Jf9aHNOlotOD+bvoyl7DlZl3YZvd5FPb6Mpcx8KcaQZFitVDmIqz7DtWqjZeeiy6c2STW7gm+0F+fh04Sg6AICiuOHdU1cE28zxX+hxh1KTN2dgiuCmKwWW5n5Gtwdb1kALjTW8cz5+hN3cjvzHwEb5R+Q+K1QOtRFT63Rq0p7ZRcyco14+hKAa22cenNv8yH9/mtjZlSyOKPFJ6Dzcl1mJpguacimKoKKaKoisoCQ1DjejQ1+P78/IZokg2fCQC6TmtmEx7hxkt7WK89CQLrNogmMf1p1rEKNebJhQeU9W9lJujDGVfQ8LsxtTbOFt+Cs+fjeejLKQEwbzsEik98bpYltVAo4sFbN2aaIh3tX+IHZm34hgd6FoWVTUZae7m+41v85x3nO2pN5FPbiDlDElMcOQCEY/6D1Kqn+CB4qek5aSeIam0026uZ6pxIJaaSvFE7Z8QsbrATuc+DC1JlTlmwhM87n0TW88SiQBNkW5KF4qLJnHV5ijFxmm+eKyHHjPZYsRoeoaEkWc2OIGm2iTMTgb1qyRbT/gEYZPeaIC8yNAMitS9Odx4gZ2rHaHhL4BAX3k49gDX668nE+Ww1AxeVGNj4g501SKj9lJqDDPtHpKaPe4ERW84HgQNQYSmGFTdSVQ1yZB5PV4kMXTdyjoq3gQjyhEC4WKoCWwliyFMQuFiaxnGSk8y55+kz9hBpxhgk3ojm9WbsYVDWu2KSQkXx8WBXKDDsEIUuWxN3cMq80p0LPywxmGe5a+OZrjjimHsToGpCi7nGlQ1SRDVKddPkTb6MI00rl8klVjFKudaOq3N8fnp5GL7GVU10VQrLjNHMYEjxNCTfG7iBLXmGDONQxTrp2SbMCjF4O8t1IJpBsRmZoMTnGruIie6pXCvJWnYp6uP80LxS2xSbyISAcXGMIaaIAibVJvjJMx2/KjBycrD7Pa+QxAUaYQFtirriCKfUASsTt0IwIKNVd2V86uuyJZbEElcQVKV35U1VhFFHmfLT/EHx8q8um+aAf2KGHMmd1h1d5pq4xQgUFSbW7IfZSXbIk216DN2sM1+HbnkeqqNU4xXnyeVGMDz55gq724xnhbeP1nbg4qGrjrMNY/TFGUSeg5DSzIdHKPXuZx8coOUCzHaucV4Hb/UeRsHat+hVD8RkwpkHCp8jU+OfprnC0m6LJ+pUyk2JfKoqtNqWwZhk1o4QyEc5kzpEbaqt2BgMRruxREZBsQ2IkLq/ozEdvrzhFET1y+RtHrJW0PsqRQ44T6G688iCDhT+D6IiIcbXyWpw9e2vYofX/VqtmffCYAXVPjdM1/mheKXWGDZPV76NAtJk6mn+ceZQ3xh/A+pNk7h+jO0O5t4Y/43JU4ycrmps4CzTudjN5/gPZ2/zpvaPsHvrPs4SbOLr83+KYcr36UjtR1dyyGER8rub7VCLj2WCMMq5z5LwkW/SeBZ/wHufUniCnU9R8YZwjQWHEoEK1WJJED+QtWjCyc8qurQkTofhHyuJMHF2nUr+mEuW3xlNMMyc/WjTMXSDAuxNv/Gl9V/WwjTaMexelmsDq58bg33LJXGaU42i7hRecn7zv3Mon7fy3VbdC3HDdlfbn0+CAqxgPZigrm8uyGWjEOEssLytbIryPnn1GFvajFNTaMd0LCtHkw9R0/2JiyjR2J4S0/zfPELLZz1Ddqr0fU8+dQOSrUjCASjpUfRtCSG3nFJkjQXCllV3dI6xw90vp3tiU6mXJ0mUrD4fb2/xc74XpWfkZuDvswNhJGLqjpYRo75+jGCsMmqzM18ZtvH+Pm+fly/eM7vyY3XzdlfIa8M8OmxLzBTfg6gpUgAkDB76dI2xiMp/VJzibVsSdf55tk0lRUwyUI0marv4xfWl9mYLeMsaEUbGko+gZq12Lh2BgOpG+gFRYRoMlJ8CD+otTyn6+4MUVRDiDCWBLFi3KGKEK7UPSUgDOtIt5oihWBYQjf8WQQRudRWWbFbqN7FePLRxnOxXlsHQVgllxjCNrtZnbudOi6PuM/QLtp4rX07PemriESArWcJI5dxdy+Hag9IDHcUsICnU9CwtQxRVJfYa3+epNXDWOMFThd/EDtYRFKAWlF5e9uv0Cc2Miz20JnYghARftSg6UnXjyiqxvIpF96YXBQTF0V1vKjOH57+E1TVBCJMoxsvKFLzpqUlSWo7jWCOqlJEEJG2+3GDMmfVU8x5J6TWmRaxXbud0/p+BCFJpQNbl/ZEF2VzrhC15ghj9iRnw720GUMkjCwz4jTrlWs5He3lMufNZEhyVNlLGHmU6ydIO2vpSG6J23ohXc52GlGB8egQCTVPwsxTVYpkzFXYSoauqI9D0eOomsEMJdYr1+LjMaXuoenN4xsuGZGjrJTIijxtpBmJ9nGVdS8n7Jdi/MHFYuHhFlFSZjCwmfGPYWhJLCXNUFqlVjDo2Gnw/nec4dbH0xx44WZGS7sw9Ryz9cOStmz3Y2s5iuEodW+W7sR2XFEljHv+NWUSQUi5fqYlW2GoCcLI43DhfklUiW1RlFBHUbSWUvcV6qtJayYR15GzktSEx2nvGbqtbayO1vA8D5KwOni+9q/knCGq4Thd2jbmg6PoqkNCb8eLqvSnr2W6fhDDkK21B2v/RHtiE5PVl2h4swgRYetZio0zJO1eKu4YZTFK09lEV2o70/UDqIpBj7OTpMjF8xBOief5xxOv53j9C/Rnb6LkjaCpVvygkubPUdTgqeqX0bQkuurEbQgRY/lsimKMojImjY21LKvS1/Ou/NX88Zk/4+1tv0YgBN+rfJm8NUQtmGZ18kbao24O+j8iYbRRciUhw9ZzzNeOYqQS9KibcdLtpGhnd/QUh2a78P15SWePGq1rL71UI/5yYhfbx69iw0QvN3cJ/mlmoc2pEoRVKs0xvEAK1s6rM0z5RzC1JK7SICfSlLDQVItKYxjDaJNOJUEZF5WU1c57B3KcObs69p1cmH0BDXeCA4WQn95YoHNtjXCfXOj8YBY/mEXTMqQTqylWD7P0AVKoHmJe7In/pZC0V3OrcSOrUhqPuRsp10/wsRctGi/mySg2d/erPDUNfYmIrcoNGJmb+XHlc0yVn2fBtqlcP7kiM3QxFhbhpUnBUrLTSpjIxfdWGqfxwxoZe4AgbEjR0MYwhpbBi7yLVotss28ZLlfTMrG0zMpA9ShqtIgcLxcLeKKVY6VzXh7L2f2L4zFee+GSWtQgpSc8fyEJvvBvSVyxx5Olz7T+nUoMxlIcknCWTgyeg8dqfbrF/l4MjXxyA5sSeZ4uLQo415qnW/i/XGoLd5h3cz97zvtG2+yNnVYuJZZX5zQtw2zzKL2pKxkpPoRjdRGE1Zajx5Q3jSBY0rYUrefktwt/CkQUqrLrkk1uJKG3M1V6hkhp8qrMh3i89KlLPK7zo9pYdAv5QfE0R6oP8qR7G75ooOs5fmqwyddeerT1nu7M1UyWnuRs8VFkIqHScMdQ1SRRVGW09Dj/IIaoqeVW5UqOrwARcW32A/w/W0zef2RmmWwJQD61lUgEdBob8Wgss3mbLD3NHc88z4KBvWXILthM+blWW7HpTfP+ffN8ZGCQ1aMFUltVooKLGkYoCYOp8TS6aNKdvYG52tGYIKnLDWe8hiWsfl6V/DXmlRJ7i/+IokjR/TByW89FACF8bKOXrdZrean6r4RRk6H860mQ4VT9MQw9RZezjWFvCkvPY2pJSt4cUdRAVTrZmnsrc5GEdowUH2VY/AAQTBv7GVBvoBkWCMNqbKemxscX4qSuZtbbH1fhQgS01n9VTaCpDpXGCKsyN0JiC+PV55GOPFVSdh/DXpF5dZLVYifzTDJee55sYpAgLLeeay9HinkZKtUCODeKxTmTLe/BrL2GudoR5mpHCMKybCnZAyTUPH3qVopMYWkZBBGeqDBopTntgRdWUTQp8teWWI8f1s6TF1AUyfpcmSgQoWHQa2xjJjxBRutjldjMSfE8ADPaKKHoY43Yxqht0IzZsW5YYrV2JVOcpOgNY+s5Zqv7sY1ONidew5Q4SVJppzPqYUIdRhMGmmIQRC5HwifwwxpCRGQTgwgiHCyOhvvJqrcwj9w1HIqewNEuRUdoIQRnCt8n7WzA8ytYRhZV0fnA1lESaZ/HvtrFNVvH6MhXGYw2MRw9RBCZLTq4oqhUvQlJ9tCTzLrHSJt9NMMiCioJs51qc5SE2U0Y1UnbfWiqJX3jFP0878VsciOGmmCLciNzSolhUcRSEswq41TCSRJGG45I81Tz38jaa7DVDK5fpOZOsyp9PbVwhqyzlro7zSA7qOplQny8oMR1qffSoab4XvPvcKMyucQa8voaamKWSETYRp4w8kiaXThaB9VwmiBsxPNBZbK+Dy8oEYY1+nI3MV58gt+v7EcIF+FsahEdhFgU7AUVQ08x6NzIlH8klhLRcYwO6v4sNX+GpNGJECGmnsUhyxNzRUDllD/HTqdT3tSFH5Fyhgh1n4bSoM1ax5x7HCEiHLOTZigros2gSNOsoWEw3HyGjNXPyfIP6WyRJdw4IVAQIiSMKynPmjPsKaf5ZsVGVUxC1LiFsZUr1FdzTJWM3gCfPmMHmSiHE1lMqlP4uNRd6WAihVulOHCgqLy3ax3vvOwknzs7xLS+Hz+YYzGJ1Pi3uU/xxK5r+OvJ6+iKmhxavAPRVYct2q08w5EY9FuPx3cxYUraawgjlwcb36UwI6UA+nKv4rngBxRjkosrPsz9905SnHPwo15+9sYTvOr+d7Cn+MXFu0DIZ4yMlQgBKyUXFyJGaa0xWEjOssmNOHobU5U9ZBLSas+xukjrPQwXHlrhOxa/69rE23nC/2x8jOFF/F8XjkfE8/bCxK2FWJ99HSfLP1zhO5WYUKayaHl27ndd+Psv7BZzoXj59mMuuZm6O916JgvhnSdOvNSrcnmcT2jQ9SylxjD/WP3kBX+zWD3M1y8gnL7duYdDjR++jG3WQiyICMvx2pS5h5KYZKzyDIpiUG2OLzu+xaR+0YFCOoJYy96XS23H0tJMlp6U7xVwjBcu4XhWDkPPLSMJ7S9+lYVrYygJfrHnQ9RDj42JOzipPUGlfpzJ0oL8j9Q6NI12qZsWJ7hCNHmu9AVU1WpVf9fn7+VKbTOaovC/r5zhTbvHGCn+kHO7Y/OVvehalqY3T8KULcVFCZcY6yo8DL2Dv936fv72zDxz6uFW0iFEyIHSv/L/iGtJarfwjqFhFEPFH23izrm8MLOGAs9LolZYRdNSKKj4weJmt+nN8qb1Kf5+bF5iIKMgrhYq9GRvQhBS86bRtQSuX2Rf/dsxJChiG1t5STzPO/M/x6asyg8my8wljtNwZ/CCEqaeJRKe9GHGj3Gwi+dmGl1sSL2GVJRB0w0K6gnCsELG2UjTL+D5c7KzgcQB+2FtyfVTpHNH1EBVE1ypXMYecQA/FtHPOUMSi0+RAJeqUiIixNCSFGrH6cveRMUb52bzPv6j/JmLtugv2k5dZHToSAkQL259mczVjrAufTsJsx3L6MAP68xWD1ILZzjp7mIg2kha6yGt9TBoX88B7yxeVCWrSwHYRjBHPZwj5wzFOIOlE0glafdc8KjmOctcdIaGP89Y7Tlm1LMU6ifpU7cxXT/I6WA34+ppKsEkPakrqDaGKdRPUFSmqPqTNLw5TDWFiDzq7jCj0V5Wic24VDnBC4xWn0ZTLELh44ZlBBGqoiNEgKE4TLkH2S+elBcPkzQOHepaHK2DSjB5UQX4lSKhtzGYupkOayMaBmcLGabG0zwz5/D0gVX82qOredF7AEPPsyp9vXRRUHRq7hR+UOPPNryfu523s8q6EkfJY2u5WIRxCl1LUWuOkE1uZKd6K13K+ljzTwKHF0IQYms5NMXiqeqXmUZS7F2lQVq0o6sWq9nJlDhJPrGWQv0EJf8s+cRaUlYPtXAGR2unS9+IbbYxphxjKjjMaOM5UolVnFEO8pj/AGFYpeHPoygaPk2CyKURzBFGLt32dgLhMdc8TrF2QpbCE2vpSeyk17kcTbXRtTSztSMsSNKAYKz4CNJZRIpeOlY/d2Z+BSHkbm20IVsEmmbSZW9FVYxWBa0ezMcV4bMcLn6DDs3htZkPsa/+bb44+SfyoaXIxK8QDHOg+i2m6vvQ1YQ8b3+qJY1Sc6eoiwJNUSKKAkwlxebMG6UkjJ7kisSbURQbTUvjWKtaVZ5i9QBTpWdwwxLXJd9NV+ZqEmY3X99xG1++fZZ35q5t+fUKIsbVk9RjEk5K5EjaPaia01ImXxBQ7bQiZmZSjEcHlyVwIB++UVRlrPgIb3vpb3m2+fXW30yjk5udd3NTXtpAmXqOjvSVbM6/I27TySpRrTmCoqgUa8eQFU6LT/Tdyu+veTNr829ECBdHNagUEiRsn8+PjfDGf+tmLNp/zh0Qtbw0l7bSLh4Lyei58IWwNQYLUaweYLZ2BE21KVT30fTGKVSPMFXbF1tCXei3Qh4vfSqeV9E5Ar/LYylOyfUn6c/dFutRLfUQXR7jzZeWyfksPbdF0L6ImZrLW4LLcVHyu8/HiC1tdV64VXop0JZCdf8FAfUAPdmblwmtvlwEwTyeP71ilWFp63jpdVxKGNhT/QYgcWMvF8tB/XC88hDjpadjoWePTGL1BYk+IDFl8tzkcpm0h1BVh1pzkqnSbpbeV4tJ1SuP81neci6frT/HhmgLv/vqk2QNn4+u7mWzcTvnXlMFBc+fxg9mzxnXMK4Uxedf+He+XvgMpqbwzeEeimIMRbH51dX/gzfmP9F6n6alMfQUTW+ccuNMi1wj28ZpLKMNXcvhBwV+7cS/82zp7877XSE8JktPc6au406GRLWAkf0ZPv7DdfzfMyeYbRxlvLIbRTFJWt2xwcDifB/I3oKtCvaX7182Mtvy7+YrW68nq/Zj6mnaDWn1KQlYoKo2P6p/haJ7hl/aUOGm9ipazJ4NwhJBWJQYQRFRbZxl3N3bqqA7Vj+qmiRl97FDX8Oe+jcZru6iO305EjOnxhvmiIV7p+6OxUQ0HccajDtaSuwIo/P96pc5XXgQgKy1mqTWSYp25iJZfGhQxheNGJIm8X0d1kZKot5Si7hQvKyokWX0SEaoN0cYVlvly1AEnG2+wJB1I3WrzLx/GkNNIIiouxPM2zMMRmuZUWaZjI4stviiORw1j+uXyCXWoikGGgZdmauZqbwUL8bnCgEvDUHRG2abcSeqqVBWStQo0p++ljIztCXWk1CyDFd3kbR62CIuR8tJs/Dh8mMoyv+Puf+Ok+yq7j3Q7z65clXnND05azQzkkZZo4QCCgQJgUEXBAYcsOFiX65xuva9DhgnMNhgMNlEmSyJIBRRjhM1OfT0dI6Vq06dtN8f53RN9yQJIb/31uejj6a7q+qE2mfvtdf6BY31yVvZXfpuc4KYKj1P2RihLb4WTVi47ix1bwZLy7JevYppZZzVLOMX/jcYr2xnder1THihEOSMKFIUM1gyXIRiWpbaGauIp49KYxxHr2KqKSZL23nDzo1UGuMsiV/KHUtT7PSqIfVeOoxVtoU4N6uPSmMcXUvw54M/JKP3MWMfotaYIBNfFuKirO7QTcDq519XvJH/PfBLivVjAGST6yLTZYGht+P5FQwRJyXaiadzeFGrqyvo5bhyiN5gLWUlj+NVaNNWYFulkChReYmk1UNS66TsjVMTM6xUL2NGjOKIChlrEbZfQkQki4S1CNuZocVcjkGchJpjyHuBvviFHM7fE0k0OJhGBzfF7+AX9n0U7WMEgYfrl1CVeHOXeaao2gM8p/6UuNlP3Rnjjal38Kj7OOOlwzTcYqhnJhQUJUzm/CBcpEHnbYsVbrlgkOv/63ZUVA6zDS+oMVF8LmJBhVIuqtDRhElVhlqErl8lafVQccfJGUvpjm+iK1hERZTxgwaV+jDPBF+I2toacaOVfvU8tjlfbI7rsj3KO9ekWRLfyjePmfjSJtXmYCjQET+HlGxhgiPoIsZRtqHLOF1yAxNKEiE04mYrtjuD75dIJ1ZiKpLffjbGVHk7oKCqCYLAPqX9GIrjFpr0esed5LHqf1LhDjLJNVxj3MpnrhrlhaEu7tp/kLpiUG8Mo2kZuuObGXDuD69A2vzxka+wxbqdKXc/qfgK7s3/Aw8/uISk2cVMZV/Izp3ndKBpOTyv2Jz8T1TQXplUxIlK1dkiXNzmsJOKGsf3yzheiaTZNU+s9axHOquUjZR2k6zh+QVm64fwA5ue7BVMlHcQ+DUkAk3NRCLdFar20CuSxzktRm4Bpu6ES8bJ75wLgcqK3BsYKD18GkHcM6vBn+6zTheF+lFeqQNHNnkO9cb0GebI+W1kwZrcHezPf5eTq3meNxtuCJ2XqUMQ3r858VcAy8jRYl7AYP7nAKS0Lir6KALltOd0YoMYJsrLrMvZbX/j1yQwnBpnkpHZaN3CFR0Jnj7Qx/eOG3x9+rNR5SoVwUTGwyR0Tm4lAsKfbozMRcxoZ2lK4Y/3fwxJmHx8YeJrTaeZ0NWjRN0PsaV+pEKwLvd2pvzDdClrOGo/QdzsYLa8Y4Ew8kIJoLCVntAkqgkvPN7FlG0yUK1xrP4EaWsRhaCO5xYo14cIggqamkXXkrTEVvK/ei7iJ8NuhNE78bn7S/dy++5+KvYoUnrUtWk0NcZw+RmCwCEdX4IiNF4fu5k/21VHQfBM4wcRJk1Bj1Q1gqCOUBNU7BEMLd30vJWBHVp0KjaOV+DczNv4m5VdvHXXUVyvhhA6UjZQ1URzM+B5eboyl7FJXMKDlS8Rbmw1YkYrvu8gkSTMbnQRC9Uw1Aa2XyCr9HChsYpjdpmd2jh1xyNutDNe20XFnETTstEm/PTxMk+AiuuXaLhFEAqm0RFlhQpCaKwyr+aY8wxFbwhTTbNcXABAS2INVfI0cJllmLjaiqWm6dBWUXOnmpiNkj2EKZI0ZJmYmuN16Q/ySnaFpdpB9rgPckg+zxLRgy2LJAiNpVfJc+kIeoibHahCY494nroftlQvTL6TdKyfPeUfEwS1BTtl2xkNcVp+HsvswtKy6CLOtDLOpHeQhxvfR1cTXJ54F5P+QQDWKpdTFzUK/hDD3k7WynPpYXUkMPzK2WJCKGT1fkyRAgKmK3sIpEtFznDv8U4G7WdoOJOYWi60EYktQ1PikbdqQMUe5Xjh0eaiUKofI2F1UaweRAiNO7J38qWBKr5s4Pk22cQq5LyJ+5rEXXSkzsMSaSa8fRjEWCLX0hp0Mq1MYpHkmpZOUkGO1cpl5P3BUDvILdKXupjV6hWkRQdVe5xifZAD7qMAJNUOxorP4fpVpmv7MPUMHdY60vElxEWWqpxhqPECqmLSHSwCoYWMUb0Fxyvws9r3Qy0vGYSeqUqc/tRlZ2lpnYhidT91ZwwpfTrjKn+3+Ao6UufRnTyPntSFESW+SqF6uOkJrGtp9pQ0du/rZHUsx63dWf5+yZUU68eZW+gabrhQlp1RZhtHqDtTBIGHHblcWFo2bLUS4OFHQNcckoBkbDGp+AoSVjeF+jFG5VyrKJRvuDH5bt5z+wDX3D7J2qzCR/cVWf/dGT4z8SOStFIRBcrOKI6skFa68WSD48qRaEfpUbWP4ftVTL2Lb6+/lRtXHUePgMiWEap/nznpESEjWYmRS54LwEdWZPm3FW/gpj6VdE+Dn44ZzJZ3NrFDMaOV6cbBaIELx3u9McxjxX/jzam38ef9b0dVU9QaY0wUnw5ByFEFMAyJ71ciyn94D16OzXhqJWz+4nRmSZnwvQpCsbD0VnStNRSYdvPzmJ+/XhhahoQVYkrrjWE8v8Bo4bFwko8kMzy/MK/d9NqZpJ+oEorTsjYlkiPFn59BEPfMCZqpd7El89sve3xdS5BLrnmZV4X2RrYzi3uGZ1gIE03LNc/rQOGeM57f3Ib/Vw1NifH6+Jbmz8fzD+K4U6cXbxYWQhioapqEtRTPK0ZtzldjQXa2UOe18xbGSivHJ8d+RNHVqHlBJFju4PvVZnX00szvhCLWwoos4E6M6YWkrohZ6+a5e/pQM4FblrsZU880JVJyyfURY3yuFR3qy016BzhXXMH+ys+oOxMUa0fnHSOcA0Kd0Hgk2hwqHeyclfzTz1bx5SMJRmydj210+e2u9/HR3uu5MP4bCLTmc+H5RRpugcu1S3jbukEaEV42xNCGx/D9EoXKHjxvlrbk+ohcAJae4/r073KNcStVe5wfFr/BQ8VP8WDpX2m4eVQljmV04vmV5lzu+yWCoBrawEmvKdrv+UUeLH2G9tRGzjH6+NGwjq4mqDthh0tTM3yo78ML/LudoMIv699GERoCjVWpG9DVRIT9D+iJbUYSoAkTTZgs0y7GpcH3Cl/npeCXkVi7Q8Mtst66McLuJoib/WccOa/MdiuwWZq5FgWVw+5PsfRWFEXjto4enp26jT3s5Xj5SaYJxfVUxUKLx4ljUvWmWKJdSFUUyASt1IzFmGaSoj+CrsSZtPfielUSVhe7lCJLcjcwWdvzMoQHSbl2BM/sJW/V2cCFlGQdqQQ0cHnJewjXq6GbHdS8WUw1Rczo5tny12idJ0kRPrQnMDieN0u+UqE7czGWyFANpinIBoaSJKstwiDGLu9RFBQCAvJKSAduVZfiqHUm5Cw+Lt3mRqr2yCveqTleGVfWUdGbIr9CKAwVH+Vv/UkyZj+1xhhxoxXHr1Jwi2SsRbTFVjNjHyIIHCyjrQm+bU9eyD8uvZK/HVxFW9DFY42dHC3eFzF7einVj0f+sSFY+cHyF8jGl9FKJ5oWivTmlBjloMGQnKQRlPjM+Is4Xpm+5EX4nkupdgxVsWiRPZSVAjPBsQh02kG7voop9yCSIDI/V1B0jYTWTkJmmZUDWDLJkcrDLEpdwqS9l6fsr5OMLcL1qhhaiiBwKNcHiVuLmk4NvYkt/FbnRv609MgrSOTm2v8W3y48zNdna5TtUVoTq/jnpZfzoSN5SvWhyCqtCkgcd4qvzDzOJ4aPUnfGiBd6Oce8sanh13BnEUKLWiYnBExtIBdfEX43jQGy8aWM1bbzutZNqAr8oLwvtGsx1+DjMlHdheflIyxNdLbS5QBHsYdU9h/KsmPG46XaT7CdCeJmH67eoCJDEWLbL6GoOjPV/VT0DJoam3c/fFy/RLtl88N9i3mg+HeA+jI4qXACOl54FID3tr2JTVmPa9cMUipY3PyUzS+/u5xtzlFUNUXC7KZcHzgJExUlSmgkYov5k3OnueH5o1EF6uQFL7Qq8v0aQmiYWiZ0VTjNgqzMw+OF9+nEQheO3xCrFsbZkjGBEunCBZEDR9Uep2of43QL8tyz8atErTEIjZd/XRgnxg+EulSH8j/mVQsEywAZtV6vTLybR8qfO2n+CV5V5SgXX8Eqs43nz/D3TGIt1cYE5dqhaOGOn+U4frPqe8bLkDaeZy/4+bWOfGU3P9dP+EufUbhZGHSkN7OWi3jO/iE1e4jX3gItjFW5NxOTCaYYICcW4VDnWPkxXG+aC9oE2xsbeXRC5X77h/PedeJcttv3NiUu/CAkJcyWd5yhuicJApvl9LMvGudHC/cz9/wEQY1i7XBomai1MCcj9sbch9kjDzLAITy/xJXpD3BU7GW08gK+XwMZJnzl+gDIgFR8OVcYb+QJ914eBu6rTqMpcV6sr6LD7OS8nM94Q6VNjTcT2Pnnu9M/zN88u5onGt/i8syHeMl/mA59DQfz3wME2eR6yvXjdIlVlJQhLC1LVl3E/flPoqpJNDWOqoaEzGRsGTljKWOVbWHyJj0Qxjz7svA5lNJhlbaVnfoMrldCU5NIAh51nmK0+CS6lsXUW8jEFjNZfJ7vF5+JxIrTpK1FTJVejKAt4Tx4tPrLaO5VScWXMWbvpN+6EFQYLDxMe/quCHtf53zlLTzj3xPplxYoKFOkrB6my9vnbWxOjbNW4tLxFWQTq0jFFuHRoCqngQBVNajaI/z1wH+wl/2kZAumlkFKL9qNduHLBnlRolw/zizD5L1jHGMHRXeIcjAZVudEmm5rI22JtWxRXkfJHkJBpS22OhKwPHNVLhSkNaiJGjMi3F2W5CQOLuu0a+iOb8KXLi36Umarh2h4eaT06FHWnTSJLHwopXQYKzxFwRtCoFJzpzCVJP3Bcobqz1OoHkRT4lyh3YhLAy9oUJZTdAeLKYhxdEwm3f2/0oTpetOMlZ5HFzFUxWRZ6hqSZjetyXNC4kdQoyWxhqTWRc2ZYoW1FS9oMNs4QtUeQhEatnOCHLKC83jrzQO8o20Nz1T+k6P5eyNtnzYuN2+jK3nCwkTTWvCDGiV7mN3OzwnwiQdJhuQ0Q8ogmjDJqYuJ6S2krT4aMmynJqxuelIXMCtGOVJ5hOnKHrzAxg8aDNfCKf9P+m4jobVHJujhgqigcL56Pbao0JHcwHDlWRyvjKllmtRyKxJj1NQkdWeKruRm/MBhWbCCjZn6aXWJ5kcytrxZlRBCwwkqFOrHMPUMY8Vn+MtjB5HSp+FOYbtTC0bVSrkRLwilWGr2EC81fk7C6sLUw0pWEFQj0dMYltGNqXeFZuLRjjSQHm1K6PtnqGCpoZ5UuXaIY8WHmKjuinaAIQhe01roy17D8twtbFRXcPxYjo/shB+XvoqqmGhahq74uRT8ISbLu7DdGeJqKzV/BsvIYWgpipX94bVGe7JUbDGLOgp86fgMc8Sks0Xc7G+ykhXF4OJWh7e9ZYhEf8D3j/awJ/9Nvjn1Kfbkv4mUXkT/V06rZxa2rkb4+91tkTvH6VqjProaJ2Z0kk2siFocp69sBEGtaXkz9144UV0Q8/yQz4STC39WmhpzDbdAobIH15tGoC4wts8k1kbHUl61aGsmsfasUkOKEufL5/4x63PvmDtDVDSyybVnwdOevbIf3ucAQ2/j8do3TmPL9OrM6ydKz/Gtyb9f8Lv5Ua4PNgW354Dcr0W8EqmmVxPhdyqbgPT5x+vJbp37ic7MJcTNXsr2KPt4llpj8GWrxL9OHCrcw57KvZzLRVwRX8YHe9azNfEuAO4drlESU9i+JKv3sz53J0IY88anQAiFVHwZoIQaadHzckL42mBJ7ibe0f6naFoLQVDj3vzfI6WDoXfQltrQ3LQINFoSa1CU0LFHVSxUNc6WNgOHGseKIQZ5QNmPJkx8rzRPUibcPEt8ztNfT4upU6zuZ6yyjVrUrRhwn+abA5JPDU7w8eEf8UDt7ibGc84eT0qHY9Un+OLEl/D8Ole1ZenVN9IahPOwrrXi+XX+YNGHWav3YWgppkrPczh/T0iQiFj6IeFN4vsOSuTvjPSQ+MjAQVeTzbE2N6c8X/w8jjuDZbShqwmmS9sp2MeQ0sFxJ5EyoFAbQNdbEELBMnLEjDbOEZci8Zv2g7qawA8chDAw9XaWGBejKgab9WWUvXESVi+DcgcNKsSMVnbxFFV7LMwdpEdv0M865QpS8RWkrBObjpPjrElcn3kerl8lpffQESzGEElSsaVoSgxTbyFl9VDyR5liAFPPYGhpUlYPy9QtdClrGAx2kIuvYMY+RKURttrmdL8cWYmqTxo1b4YSdc6xbqYaTDNVD6tzS3I3nHahmIty7TAD3nOMcRgVldVyIwCDYjdlf5xubT0GMXpSF2BqOVTFYlfx7rNdcjSQPGbLu6l7M6zXX0datnNQbKMntjlMapUOdrOHbNBOu74KTZiMK0N0B0sZCkLpk1+lnQohjXi8vouctpj2oIvFyibatBWkjT40xcRSc1T9KQw1xbg82HyfrmVpTa5FU8OFB1Su78hSPQ6jNRnZbPWF1UW9hcft7zEcWfmoSpyrE++JjKND54RCMMph/2lmxDAuNucrG1nLCmrONJ50qHpT+LgsN66g6A4Tysr0kLR60RQLTY0h8bHdWXbO+DhBhUB6eH6dijdBUqbIRzpws/VDpK2+sPQsFGJGG5lYP3G1jcXpK7k2+Z7w2oSJqhg8Yd/NLS9+6bTG1CdC5ULjDZh6G5qWQ0Zm8NnYEtrNNbQmz2HWO0rDL2PorbQlNyCE2RxnL7o/YV3iltDSJVI0z1f24volYkYnmcSaiM7eyrr4TWRii5ljwV6g34SqGFSY4XL9VtZm4C+uPMzF2s0YekdEn59dgBf57a7f45mt/bynfSMF1+GXE60c5EW8wCaQLkmrh1qQJ6V20ZU6n5bEanL00KatoN6YwvPrqGqS9bl3sCx3MwINVTH58YF+XHE6ZuN8kHzYWklZPaGVnPQQKGR0D5HUQnV1TkhhKBH2ztBSXJx+L6/L/M/weGo6giaokQSHzVfH/+ak6p/aTKwNvQNDC3GEKa2LuNnbPJ+4uXjeMx8mVbn48lPwVnPAfyG0U5Ktk6s3c6K/4RE0ZGAzN/W1p89vWiXFzT42azeEMjbSe9WYp1AypRG2OE8zfynCoCfmUGEO5yI5WPwpCa2dzZl3sSx3KwuTJZVVudtfwZElDXc8AshHIstRLMvd+jKEq1M3zDGzGyFOruSE91FVT3gyL3SneK3ajGfaeKhn9Cd9uVDVNO/q+MPTCksLoaBhIYTFrbk/IqP0UrWPUWsMRjp8/70hpYPvlfh54Z/43Mhf86E9f8NDxU8C8EDxEwzmH+AHpW/zXxtW8q9rurCMjub4TMVX8MbUO6jUhwA4z3oj/7vn6lDlQe/AMnqIGd1YJJlxGqdgJy+Nv4MPdLy+2YbXtCwNv4zn1yjXB2i443jeLH8/fDcld7SpwTiY/znHig+dsQ18TjrFgB0qIPjRuRbtYwTSY9qvMckAXlCPKpxBNKbUkOQkAzy/RsOdJW528LGBT3CwfD+HgqcBwdbEu7jQeAP3FffzC/snTf9siUdf+lIMLYWiGM3KvRfUMYijCCNyagnJQ15QQ0p3wXOqaS2RL7xH3GgFoUUV+9C1ozNxLpoaQ1NijJSeod6YouEWeaT075EVmIvnFclXduN5BSyjg/7kpeQZxfHKPGA/SLF2lLTZS78S2irGtNawlRrhvU2jg99aFufjGwQxrYWE1n7GsXPWdmpBjiBlgBNUOC52oUmLTfqNzCjT2HoFjwYx0gzbL4ZSHjLgttTr+B9LKrz1pcO4QR1FaCiKRqu1koIziKLolP1xCvUw8csYF5PWe2iRCTShcMz3WBa/klzQykozzRM5iyPFn592QlWUBB/sehP/NbOfhmxQFkVyMscyuYmKEmrC6ZioQsePrcCVtYhN9ErCp1jdx7PKIHGzG1Ux8NQGveoGZuUwpgitr4rBCOdyKceUAeqiTruygtlgCF1rPUU65eWi7kzhWuFOtiYqONQxRZKKP0lKzVENppD4rGQLUgQMGQfxDJuyM4bnl1CUGDGjnXsnJ3jwnnaeqn4GCHcEpcYIhpYiay3BdmcQQsP3axxTBlCFgaGncLwiFWcMRWh0BUtpiAa/qH8vJANIL2QmC41ZdwBbiwR5ZQNPOpSqh0jFlzctycr2MPdUvkPC6CCQDtL3UEQHg2IfNT9kB7fGVmP7ebKxZbQoi7BkgmP+C0xUd/H+rvfz3dKDNLwShdoAflCLdITOvO+YW6QeKf076fhSdJmg3byMofLTuEGdo/mfNH3tIBT5bFEXMy12IwlBweXaIQaVWCTcbEZJl4OULnVngnrDQyC4wHoTb+1Nc6TSw1eDOm36Cp6p/YCGM8kEuzATSTrNFaSvSLHul3HuL05x8gInhM628ixjhRS/f+lhVu5azLJkkYtGLucRYwo/cGi4BdJaD2V/nJvj1/HDyo8oKhPUvGne0/lB1mSg2/K5b1jwc/snIDTatBXcM+RwwH4IVU1HLc1QoX1J7gZuSZ7PV6a+0WwlThSfRqAhFINNqTvYevUIIpEGT/KeTQMMVf+QncXw+37O/iErjCt4e28LewvwQDFkwkZ0J4LAbu5sY0Yntcac7pUfTagqAgVDTVKVY0zXDxA32mh4RValbkCVGlPWAPlayE5O6l1sUS7iPvXIgjbbiXsYVh7mBJ5fScxPSqYru5vsr1pjkEcbnzrN5wiuzfwBu+WT8yyZzvL5UUWj6Xkc4XV6s1czVnqeQDr8aNhaIG8yxxQeV19keTq0Cmq4U4RJk8/B/A8x9I4z+NSeLhYurCVvZAH27+Q2W9zsw3ZnFrAL641hXg6jfPrq1GvjG3v68Gl4p8P1vXykY0t40H76tIzYLam7GBcDCKExImc4WPg+c+MgZvbRcAunfd9rFwJDb5uHy5s/BkOHDSkDVi2b4ofbl+J6J4hAlfog33U+j5Q2ihJnt/cA2wdspHTnsShh1uziQOkHzeMJVBQ1zrgyyidHf9ZM7vygRrkW+tXObZCk9CNZjRPzWJj4KM3PyyU3YKppau4UpdoBPj/277jeDEJY9GeuwpEVpqv7sfQWksKk7I42oSpSuvi+y1wlL2b28UeLfpMdMw7/sCXP659fRGfQz3mpFj5beYknat+iO3keg4UHm5CKOeJDxRtnmXU5w95O2vSrGCg9jOuVyPuD4ToSzGF4ZROGMv9uK0LDCyr4nk1a20JeOYyqpEM/VLOPHN1Myb2oihmubdIjkHF0LR3dn/ATQ79oD02N4VCji2XYRh5NMelNXUxcZJliiOnqPq6IvZ0dPIaM5JGWJa7koq4p3vZ0SHwMcfanj7NW4qar+9HUGHG1lYTSRgt9xNBpDdrQMREoHKs+ESnEd6IqFj8sP8I/77WouOOUasco1Y/TZW5AERo5cylB4DITVVL6zQspMsHSYA0+knLQYLGyibKcoijyDNfrCBT6M1edHqwrHV6adQkIqCkV6qLKfl4gLSxiMoYrHGxRoSBHKTrHqbnTXJf5cGS58socI4KgRt2ZIql3IQkoMkGfXEOMNENiD/2cy6SYpuiPUBYzCJSIQPDy4PtTj1VhtPICu90HaFBDwwwxg0EdSUCnvoaE0UGbGkdHo+JPkq8fpWqPYGgt9KUvxfPrPF/8PE+Uv4Qfafo5XhlVMXC8MjVvBlPLoSkWbakN1GToQ6upFh/s+xC3pd+OpWWZUAapigJB4IXsU6uHhluk01xPn7YRgUKrvpwWwjKvqqWpNsaYbhzEC+rk4stJGt00/DK5+Ap0LUnFHqXQOMZW/UZujl9FRoQyMqrQUaXG7sqPmC2H8hOfG/sMk8XnKdUOhMKHgfMy1RGVTGIVPZnL0LU0dWeGSn2Iij8ZCeCWm4LDihILJU7cWc7XVyLlnJxDWKWq2KNoShwp3XnHkzRVuRWDlfEUF7UWqXuSHn0Di4LFuH4VhIbtjHKocA/3jWi4B0voytz7AQSamsUyeliRvYUZZYLnZjNsO9DNTVsGUITkEIOUayFpwvFKIZNJNrixxw/9cu1DnKNs5a8vHeSythJvuOgoT3ovMlvejRAKVTmDqaicY95I0uqlO3spPdkreH/Pn/LdDSv4m2uP8NbsnYjmMyCIW4tIx5fx+Y0WaqsJpo6IaST6fP7yiiNszKR5uvYdGl6eAe85/nro5+yu5OnJbuWPlv4pSasXgUZH+nySsUVREhzqNWnq/AnIp+GOM1V6gZjZjuOViSmhdI5Lg/FgP+PFJ/GlQ0/yAqreFE/7v5yXgMy3rrIQQnvVCVz4zNVO+l3YzllYtZI8bX+fydIr3QCGUakfWTBee+QqVmVuQgiNpH76Sr3vlziY/x4Nd5yY2U1PditLcjeFFn0LWv+nhqa1nLFzMV3etuA6T74PtcbgGZKU0xmta5haDsto44T91Xw/1oXvWZa79TX1E315JrF62uPlK7uaXYj5Yegd/P36GAZxgqDCtkLILJyL7vhmTD376530y4Z8WUWDhpvnxQM9FFyFtalbo3eFc9dcwSAIahSr+6k1xhBCJxlbAkjiZj//s+uG5mcpSox0YiWZ+DL+YskKcuaJ6mbYEg+TiUx8Ba/PfJh3tP8xbYk1vLPzT9HUbOiTndkSVcglydgy/nzRG7n//I3ckngLipJEVxOAwjmZO5AE2H6JZcmr2KBezTgzuF6Nij2CqqWZa8XOxbnWrfzPi45wTbeOqXu8LraJCeU4L5SnQQY43izT9oGwGt+UWgkAge0V2aD3U7aHOV55Cs8vhpVxFDpS55FJruFMqY9Ai6RvasTNbtqDPgwtjRvJYllGjgHnGTri52BpGVqT65u+4uH71dBPHi1qiwbYTh5fuuyu3ovtFak4E+TopiYLqOikrF4eKn+e6dL28B4IhQOln/DhZ1qYFiME0mWletkZx8VZk7ggcEJMkz9DLcjTEHUGlGMoCBRUlgSrcLwSnhfSgw09RSBdHnF+Qt2ZQUoHTbGoyTxLglVomDheudmSqZInKVpp4NKiGxhCo18JxXKP2k8wqAxSCsZZEqyiP3XqRUjp8Lj3IHGZ5kj1Eaa9w5hKkqKs4QoHlwb5YIiSM4zrVckZS3na+RENt8ipVj1nDt8vMVp4nJnKPlKiHV94+LgskuuZEANkZJbFYhNTjf0cLN8fVhpOk3S+kvC8WUq1A4xUn+do+WE2GTfzxuQbqAbTTHuHEULlCfcX7OcF/KCBpbegKnFSVg+X61uabCUhFM7JvI2l2etwvBLVxgR+0KBYO4ztzuAFNg0vTDRdv9qscD3aeA5PNrAIhRez1hIWqRvp1TeyKnUDPi6WjFPzZ7BliaooYCihdIXvl6g7M7Sba2h4JZygQou+FEXoGFoKP7Cp2kM8HzzL3YVvc6jyAL702MgWqqJA3Gwnl1zPW3LvDW1UmFPjDlX1z45J8ak3pql5MygRrbszfQGz1QM43iyOV8LQUqjKHGBdQeLx/cJXwvvFCWPklsRKNsXfzNxipGktpOIrySXXIRSDIKjxpbG/45KnvsEXxj/F3vzdPGP/AE21mPMBjRnd9MQVBnemGavNB+OHuzcvsCn6I1xsrGG6IfiHfQpCgKH6jDg7kEhkYLMu9UauNW8lqXbwn0d9jood1Bpj7PAf5C+eWsxoPcZLe0J5F/CJGZ38ed9lXNGlsa36XdZp1/C/e67k/vPO4eYel85MhU8/uYJvz3553r0LlfJrjUk0NeDj/9HP2PeqoAi8suTpQ70kNMjGl9KZ2oTtzjJVep4ni//GVGUvT8zOUqoeQlWTlOwhBAoycMKkNmJkLgyVkJx0uLkTHyk/x4x3lFJ9CENvBxngyjqt+nLK9ihxs7OJbWuetZxrDclmq3Yuwvbuaxch0erXaxU+X/wPDpV+jqbEqbgSQ289a4vTDxzKzhgVb5xUbBEg2ZB9J3Fz8UmvDNs8njd7ZpA+WvNYC+/NqfNgZ+aSs9h2qWSSa6g7Y9QbI6hqgpjRyly16OSj9mevZ61c+5rLcZwpdK2N3uzWiKm58N6Gyeap1+u4U9y6414O5edIAwu/56P5e6Oq5H9/zMESToQa2YMJPL/I+/cf4E8Of4n1ej+XZH6Pm7J/xKnQnTkNTaINDtQax/m7oW82x0fC6uXdrXewRL2AjO6hMoctFShKolmpfUv6jdz7d3ku61QYL23jvuq9BNJDERpJpYOL0++lJ7uVujPFjtmAZ6ZyCAH3XvABfrfrLjKJVZhYNIIKnl/Hx2NMGcIWFeJGa1jF92YjqEb4fcXNxfxmfytGyufZqYCPbe8hZwpWyTUUlRkQGlI6J1xooq6JEAap+Aqq9gijTjXSsM1EcBmVmeo+qu4EYp6DxwlmaciODxPKMOrOFEeCZxGoJONLMfU2qvY4DbfIdP0AqmLi+BVUYdBwizjuFBIP3ytBBPOwzC4SVleIHYww4zVnitFgL9P1A1wb24TjV0JrMXwsowdFsQj8GrvZjYpOT+J8fHHmyvZZk7hUrL+p71Zzp5h095OWOYaUARrUKIgS7akNpBMrI4DyBHG1lYZbRMqA/uw1pK1FdLMCNxo8ixIX05XcTLe1EUlAlTw1UWGPO4wjPY4GE2jCpCt2LnGZZjmbmFKmaMjTl7IrjTHKYoYrY+9giXoBBnEOBE+RF5MU/CE0YZEzlpK2FlEP8mTNJXQkN7zcpZ8SklDb6Wjtl4xzlLhMc8B/nBb6cPGYVAZJGWHFylIypKyeX+nz54eixIkZbcSMVvYHT5DQBLelXkfVmaRX2UBcbWMjF9NnnEeLvpRrk++hWD/Od2Y+2WSxxM1OSmKKWpAnbnZGuKLQliUVW0RnciOGmmCqugfPr1CxR/j67H2MV3cQV1sJCPBxuUBcxDTHqVPiSPURyv44I2IfhpLEEmk82SCldkW4IoHrTTNQuB9F0TGUJKPVF6l7syzXL0OgkI4vZ6TwWNMn1VTTHBAHGK2+iJQBrl/lJWf4Fel/mXoX63N3ko6vJpc8N5RcISBudtBwi+Rrh6Nyt4OUAdX6IH7gRJ8d7tqCCGvVmjqXmNFKzOxlovg0LzV+ztzDnY0tIQg8SvXjoV4RGkQA1jn5iFpjkHpjLPr+DPygwafHvsln93fyk9pPwkUUDctooyt9AXGjnT5lA5tbBdd0lLmiI4bZp5OON3hr5i2huKhQ6Keb13WrvDl9McfECKOFJxFCoVjZzxfHP8mso+FLBVXoCGHRFlvNHecc4wNvPMy3Nr6fjckWsnrA3+zKcvv2z/LuxzJ8dXo7tjMWlu6FRTK2HE1r4YM9v8MzUzn+euA/uOixYzzw1Sz1WZ0/PjhG1YNL1CuZKO+Y58Go4nrTPFX6IpbZxQd6P4Tr1yjVDpKILcb1Cs3vam4hCv+bm5DC6sPxwkO43jT5yt7m9+H5RUYKj3K08DNsd4py7Qih6PiZJ7N0fFWzEnU2Ydr5MX/xOBFn14R7paEo8ZMqYxLfr+JLh8+P/mMEkj7z9TjuJOXaIabL25o40BkGSZoLE9RQ80o/3UfMO3JYsVGUJP48SZjT3c+csiiaK04XPoXKS00hYt8vneLcMBealuP3uy5+zVByp4+FCYzrTUdm6aHn5/yESEovTPBOqVbK6Br+e8/0lYSiaPRmtzbHzo3ZP+RbG98fiWFLjubvxXZGuXvq7xkS+2k1da7JfJj29BZOVEPVeexqiaqmUZRY6NQTRbu5hh+WnuGw8zhvePFzHM3f2/ybDOxmshdISfnZKm2GR39mK59ecStbU+/D0nNUgxne05/DCxoIofG4s51/Ht7PDvcYm3omURXIGosZ4zBeUENRdA7n76EUjDHtHcbxT/gbf3zVH/K69AdRlCSOX+bLx2f421+s4tvT/8x/jP4Nfz/wtzxU+Qq6NLkgfReW0RNtvFuaUjMtiVVs1m9CSpdn6v8FQFxvpz21EVVLszp9Mymjm0J1/4JrPVEFDCJSQjimgqBOyR6OpKoCHK+ELx0cd5qaPYQb1HG9Gm2JtVERJGK44rE2+2YuT72fc6ybMZQEkgDLCN00FKGxSlyEZeQYqTWo2mMkY8sQwmwSACWS8eoOVHRsWWScEzj4k+OsmDghFNrFUvJilIYoNSecajCDpaSZYoCyPUpLbAWNoISp5Si4xwmkSyAdpmr7aIut5niwC12JU26M0mNupJU+apTxpct6uZkSdUpKgcPsoYPFZGUnDVFnkWjHUlWEp1AWp28lNNwCS4LlVHHIyTQxaeFoNSrBJNea17M0pfK5yR/Rp20kEAGj7u5I5PbVRb0xzHBjjFJ8mGpjjMGYgio0FKlTdSZZEruUKf9wxMR5eeudM0UgXdJGHxV3nG8VfsxtqTfg+jXG5D6WsIkhZYQGNe5q20hCk9y/r4BQDOZMoT2/jh0UcYM6CaODkj3EosTFjNk70ZUYE5WdLEtdw6x/kGRsEddZb+H+2ndImF3M1g9TVA1MNcUBzcQUSQJ8MrHFxJQca+R6XpSPMlbbQcrqwWMOqxTiAFZkbmKg/ChF/zBxs5teczM7it+KyBdg6u3EzDbiWgu2X8IQcTy/hutXECjsrH+DV4Kpcf0So+7uUPvOWMw6dSuDYh8Z0cWk0CnWBzH1Fix9Bcu1i6iIImPObhqKwfLE1Qw1XqBiD6Gpaf7f4pu5pnuK/7ejlfsq3+GNqd/g286n0NQ4hfoxfD+UnpmtHcYL7EgSw6EpskmI65DSY23yZvaWf4zvOvyw9AzXmTfxsNCZKr2AriboYAWWmWGGYYarPfx0RGF7cB9rf3Q953VOsbUj4ED1vdREjd3sYHZoJe/uz/G12Z1NVXyJB9Lhp8M+f+Q+gq7EEELj9zovJLPpGKWdcPXKITa2xfnNZyyeLH4Wic/DEVi6GdKj29pI3EzxzmWzvGH7QRx3mpHCI7xjb56rDr2el4r/zJ5SSNX/yOKP8PjsDC9U78bzK0gJf7L0j1ib9vmDI/fheXniZj9SBph6G4H0SEfMqrh6HrONIwihnLTwh1g5Kd15zhKh1dFc1VTV0lh6jkp9/mZOWSC2WXPCOUJRkiSt3tP4eJ4eq3X6DYNKNrmWQuWllx2HZwoZOBFpqMjcPJCOr8B283hN8sWvhh0bLTxOX/aaqFIS6hDOtdLOLu8BoGLq2WizMc/Dd4FMC+zP/9fLnsd8TN2ZRGo9b5b/c+Q/Xlac+9eLU+fXmNHNythV7Cz8J3Gzn6TZhe0VWK+/jufKX+ec7Nspiamm2O//P0XGWsIHOq7g/5SeRVHj/NHagGNVpUkmmAuJx3DhIb6lPs8t6Q/wf3tv5Pdf2o7ECytKajyqcMVZl3ojLxW/u+A7GijcH9l8nYzVDQH/ipLE0NIcq9VY/6MxfHmcidILfFRW6GUtiqIzUXqO3927q4krO158jHR8CbYzy02PXkdBPBd6TqvnMSR2IgMfVU3y7pbr2DZb5YC6m6TRSaE+yEBFskc8H7VyA/a5D7N7xI6uIyQmuV6eWYa5SL2Yrd3v457SS1H1NFxny/YojbhDOr6CUu0AtgNVZSyCyzRYqyzhhSCPobVg6CkqtYF590QFGaCqVvSMhFqYitBIxhYTBB6mnsV2JpFIYmY3FXuUpNXDnbkr+Lw7Tn2evFBb0MG4MsKkux/XqxKPtYbkMaDWGOPJ4mfYkvktnnB+zKXJu8iLWYbU7VTqwwR+DU0LpaMWB4vZzTjeq7XdiqutjAf7KTnDZI3FbNZuoCKKaMJEQSUhWkOZAxGn5kzjeEVMNRUu9kY7tjvDMrkOgGLjOK5f5XD5QRqiTk3maaWPOi5xTMpyihn7EC4OMWlxtPZLDEWhP6mxy70fXcQ4XSk8CCocUfZTFHkmxRR7/EfDhQIVVcDd+e1UG+OMB/uRBHhBfcHO+8xtg7OFT6l2kFSsn7ozjSJ0CvUB4kYbFWaYqe6bp3N3KvZFUZKk46vPSKOfA1rn60exnTzl+nGeqw8SN9qpOpPscX7BcGMbd7Vt5LtTA3x5/CiqmiRudkflY4uk2Y0mLOJqqC1XbwxzuHAftpsnICAIbA4V7kFKj0ptgLLvkLOWoQqNemMEz6/Toa1GlyH2seSNogqdu1ov4NxcOBj9oMF0ZU+IA4gG6Pmpd/KhnrWRgW+Dmj3EQOUxWpPrWZG8FkNNEtqWlCnUB2m4RcYq27CMVnQ1GSlmv7KFLQhq5Cu7qDsTDJeeYkQ5StWbokLYUs3EFnO59TbWqVvZVvo2CioNt0jK6mXKPxzqGaHgBzU6TI+E5aAr8NV1d3BHv09/Zist8VWYWgYhDArRTjZp9aBrYStMUePzkgCFddk7+NElFm/M/B7vbPsAH196ATf1iqiiLXG8MgPu04zVtgNw59I8KdWg4ZexlIB01kYTku9cU+COrm6SopUhsZ+fjXi06ssJgiqW3krcXIyULj8pf4Vl6hY+3HUd7+n8MO+/8DBKa4yGrfL1XUsp1i2WWWna0puJmb0sxC6pSDwGK0/wmz39uL6Cjxu1FAT5yl7ur30HVU1GbU8FN4B3LcrRk7oAVY3Tn72W2xflGa6rFOrHEEKn7oyhKCHj2PVKzJR34UsPOygS01voNTejqmkWhs9CXMx8izAX36+EouPMF/z1EUJD19qImX2ho0wktXEmH8+Tn7lwcZzvkTn3Op3z1OvOOv5eLiTevFZyeM9VxcTzT+0qhG2UeHRtC+e5hfdKMls/jKZlEdH3B+E8dvYETiCEHuGUfBLWUoSwyCbWNDcGmpo9bav2dC1fRY1Hf7P4s+V/Siq+8rRHbbjjZ9WF+++IujPB/mpoYN7w8rhBnaTRyTOlL+H7JXYXvsHx/IP/Xz2nVxrjxad5bKJGwupFCI3uZJWHxgFks/I0PwQKPyl9jscnAkwjXMtCduQsQli8Pv37KITY1LlYlruV93V/lB9ufjc92StOOYeY2cdn1n2YQHo8VPxESLgpPoGUNqOFx3i++EUKlbAyHAR2NG4tgqBCVu9ndfw6Br0Xqft5etUNxKRFVl2EHzjEzU4enZ3iWfc+7KBIoT5IIF2+OP7vkXG8j6Ym+XDP29BUi9uzv0NLalPz3O7MXcGPi59ha0eDjy5aF1Wgw+dXU2N0KGku0m9hZe42QNCVPo9L0+9DCJ0f5j/F8fyD+IHNFcabozEMoLI4d13kjJBv6q0qikk2toy00UfC6CBtLUJVk3SkL+Bza+4KnRiCBvfnB/F8OxI3DutiT1W+xnDteYrVw9QaI0zW9lBvTCNl0DRMSBDDDxz2Bo8z7O2k1phkS/JO2tKbWZW6gbTZy6gyTlrpalqCnS7OWomreGH/uO7M4AcOl6XOp+JmaJUdjIlBZr2jxNVWDGJIGbA+9UYm5BGySg+WlUFVDI4rR5B+QIe1jmowTUzJYVMJqzsyoIGDTow2+knF2pmRw7hKBzGjjXcvC1jfPsr4C2/hUecpzrS4D5WeoD15LnVvBlUxsfQstl/gCfdFZhtHMPUMi5VNeNIPCRbJdfhBg3J9CM9/tVgNSbF6GEUxmCw9G5V1fVplH+NKnDdlf4/9wfHTVv40NY4koD21kdnaIQw1NS/pCyfmUvUQEp/3dP0ZFTdgU6vGc1O9PBP8konic1yX+TAAk/Iw1cYkc/6url8lm1jFTGUfbcn1KEKnVD9GNnkOtjPLosTFTLuHsfR2LrFu5yn7v5Ay4Hn/forVw7Qm16GocTri5zDm7iGmZTFI0qGtwqXBC9M2k7KIrsRCP0/fo+QMR8xRi4IyxadHZ5DSJxVfQbl2CF1LIFCoUUSgRG4Ps4SemVazemjqGVTFXGCR8/IhSMeXUq4PMVh4mO7MhZTcUcr2MLoa51n1PmrOFEIo7C/+mJbEGqZK2wC/OSH6foX3H7iXlqNLCRinL38Bf3n7Ib6sr+WBiQSfn7oHU8+gKzE0YdHOUsYS+6g6k6iKQanZ6lMoyymeHruAZ4InKBVH+GVjHf3B8hB3iEbDnaYlvgJLy3Kxeh6Wluebdw3wwnO30JksYLX6XL18mC/uWsJwVfKXS5fwxSM93N6v8mZ5Du8rP8ma2HW8u7ebHw1XuKI9xe+cO8joTJ53rq5QL+tU73X4/uF+vjx6jL8e2s0V2o18YdW1ANy+/bPRzlmgqqFV3EcW/Q4feMcAzrjL7ceu4NOFx5pm11U7dKtYk7uDCXc/X5q6G3s0T9LqIR3rp1Mu5arnfx7iXfwac3Y/vh9pJWlpBArvbXsT3yo8Sr5+FEerkIr1U6js4eyVav/E/6WgPbmO0cKTKIqFpfdSa4xhqCnS1iJ82Wi2s09NZsKduqamIkX0E5pQJ3biYZIz10aV0o6qlgtFeV8+TlftO4EXO1MXoDW+mpnaAToT51JwBilW9zWTt+9v/gAfOPxUtMiFGFbPL6FqadoS6xgvPhGxEMNjn1wZM/QOepIXMFJ+jqTRSc2ZClmz0l5wPn5g45xSUAtAnroRbbL6JLgBUXI4d+2vrAMR6me1vYwQ9SsLVU3TmdrEaOHxiKWpsSXz2zxf/CL5yi4KC8Sb5cvga3+1MPQOPL/yGuH+fH5R+jeIYAXfPNrBg42Qxbwy9yZsWYrM6sNYmr6GlqCTvNPgsthv8JDzSWJmd8SmrWMqKnE/uQAeoGHyTO0Yk4d6cU/S9VOUJO9oeTf/NjJwFiLNnIOCj6IksfRWgmgje33sfHwpGa3uZbZ2CCWh4yqLqMsiHdY6Kv4kbSKFoSZwgiq2O4Wlt8/r5oDrFThY9KnYIxzXi02IBfj8+8S3EULj0UmTpwpTURU5HG8NN8+u2E6qwSTl2iggma0dxo+5nJ+5i2tz3fzDsX8gkA66UOhNXUzJG2WRtpnf7lnCh/Y9FiWFAVK69KQvQRMmM41DLDIvYMzdA4Rs0R8c96k1pkjF+thVvBsZ2VQqSgJDTeJ4BeqOjZQ2ueS5XKhez27xHGVnDIRGT+ZCnqj8Z0h8cGfw/VCKZVfjp+hagoZa4wZrK98vfZdN+o2Mqmf2JT57OxUFTTHDqgoBu93jtMpWUopJEPRTYoSqN4Wph9WVEX83cbWNpMyAgIbWiiNrdKiryMtIPNefQRE6ppKkXbYxI2Zp0EDio0gFJdqFZrVFPDFtcs9IN5ONGjX/zN5hQmj0iDXEtTgDYjez9UM03FlsbRbLaEFXYgRICmKcjL6Imj9NuTFFe2oD+doRnFdJHQ8Xq3DwtSZWU2mMY2tVLCPH7uAQeX/wtJIYnl8JcWhyCFNvYaN1C7VYhV3Fu2lNrqNsj4bVKq/AVyf+iZXZW/j38yw+3OLx02ev4o+PdvDpC6p891iCujtLEHjoahLHK9OfuJSh2jNoapzJ0gtoWoYgsClWDxMzOjleearJ/Dsi9tMTP5+yH2r4taU24AUNelMXo2GyQr0EB5tpeZyEyHGxuYofVX5ErTHZlPtIWL2YagpVN/H8OocL9zUnjKodLqq1xgSV+jEUxaQlsQa3KQ6pEjPaI1HEBrXG1K8sywKScn0w9MBDZby0DSEUklYvfuBQsYeavnu6lma6vJ1ccgMprYuiO0TVHkNKl0LlJQq8hKqm+XR9H6974nZ+ORVneTLgwtnruL/wyebOrWQOo6sJWszlaMLE820y1iIK9UEskSapBQQyoGoPcbR+hHFzMRutW3iaz4F0mKkeJGa2UcDhSDHNYjfPpnPGECKcuw3TZ/uMy+Puw3xkw0bW5zRSsQLPjXVwc/p99MZ1zknX+FdlkCWJtQxNZ9l09TQioXH8EYNvH+nmX8buY6a8C4nHs5kk2sAV/N0FM/zBog/zz4P/gJR2c/K9vM1GyZnsfyDLZN2nI30B+doR5hhfipLgd7tXU/bW8FcDn8P1SkAPf7v4FgC+MXQDT9W/GE1kIbHDdmcw9SzZ2FIK9QG+OP0DKvZoxGI3KdWO/QrfcZhEjBYeB0K1+XrUOv2rZe+i4QuSmuQvBiun1RAMVdlrC6pipy7iCopiNZPPE/GrSmW8OguvkcIjAAxGCY1A45zUm9lX/Rn7ygalqL0DNJ8RXY1zsXo5e3IdHCn+ghvTH+CBypdPeYYsPcdM4xAxo5U18nzGvKdOm8RIaeP5J7c+T5/whIlimJz+w7F/QFEMElY/VXuguQF4uZDSRVXMl33dKwnfLzNV2dusTgaBR02p0JO9jNHCk68ZxvHkRG1Z7lYSMkurbGW7d//LaFi+sghbiHlA8vFjn47upcqbs+v47MS3F7x2pPYig0GdmNHKBu06QC4gYdQCj4AAUw8B9rPlHRzMfw8hDEYiV4f5sSJzIx9YVeTrTz3A/ERcVcPN2Mnfa3tqA29IvI4vjP41oPK1qS+QsLqoO9MkrR5alEWsEouZDTqoUCWltFBtrg/jXJp6H5KAp0pfbG4+FMXie/l/R0qHp4ufnXceKlU7lD17pDjMrvJ30LQMuhonCDwMPUVatjNu78Bxw2fAdkaxnVESuTZ2zGZAemzI3Ml2uY3jhYcw9XYONO7n4yMbuDXzIR6yv0ulfgxDb6fiTbBCu4S6nme4EXqWZ2NLSGthMcX18thOAkPL0p5YH0mm6JTrxxFCw9SzkUxUkR3qk0wWnkfioalZZmuHw/xKizctw6QMuCb2Vn5R+RrjXpW7aztw/DIvBvecVVrrrO1UQw2TBMvoQBEarTJkkr4on2ZQ7EYIFccrU5d5EkZH2BISaY76z3O89iwppYOaP8OhygNYIkNCaSWm5vCCGr502cMz1EQZBYW6qFISU3TKpeSCVpYGK/lhYS/P1I5xUNlD2T4zO8j3axxxn+Ql/2F86YZJot5CR/wcpPQxlTRxGccgTo5u+tXzkNLjHC5ZAL7+dSKpdFB3JthX+CF+4ODRoO7Oki+fiqkJIq0aQ8tiGWE1qCHqpONLCQjIxBYjZUAQNJCywfHqU/zrC8tQTHjDjYP8aHMv9w518JPJKSwti6Gn6Eyci6lncKjREz8fXU2gKLGIvac0B0Fo0VQLfSODPK6sY3sFvKBGoTZAobKXJXItLUEXY+Iwo8FedBEjGaTZbg+hKzHiZgeLUpcQM1oRKMxWD+IHjRD7EgGiFSWOpsYBgaGlSVj9WHo7Ca0DU58TlcwQBB7t+io8324KQv7qoaB8uEYtAAEAAElEQVQoMZLxpSStXloSqzHUJEvNS9ma+i2W5G4ik1iB59dQlBhxrZVeuRIhVHQtiWV0IwjZRHGzk6p9jDfvvJe/PvJxPnTg69jSZXHuepanr8f3q5Rrh5gt76DgDDLdCAGnFWeCujPGQPlR3rX3hyhC4Xd6P0pb6jyEUHh7Xwu/v+hP6UhfRMxso1g9yKO1b/DRw8cZ3J/DWqxjdKo8s72P/Gw83ATUjjBYTLPivDxPjnSSUH2u6dY5WK7x4ESCkdqLbM+rtCZqKCkdtT/H4utcLm2tEhBEi69gvPgk35/5OO97Jka+ERAzOtG1Njw/3IVvL1gUn6nxvaEc35n6GFPlnU0/WQBdTfL10XEm7TAhEEJjtryT/SWFMVvhmcp/RpUDiRAqQihkEyuQMsCTDXLx5VTqwyADStVD83bWr7S6JRGKwVxLac5/NW52c3PfFB9522H+x8YBcsapIrCnkyY6wUw7IUMhhErwK2G35relF57riXjlDPj5kbCW0pu9kj3lH+O6s/zZoU+cYOLNi4Y7y155mLosIqXDU95PkackkYKU0UOlPkTdmWGb/wCp+PJXdV7zw9DbMPVQgFRKGyE0qvYApt51Bn/W04Wk1hg5oyzKrxYS15tuJpwNd5w9+W8yXnqBuNlHT3YrlnEq2czQOyKR2bMLIStKcoHg9LLcrahqmvHaLvZVfsLjlS9TsUfO8hmvPHy/0pT/ycaXNX/fYobezPPDMnKck3gDtpPnvEz2lHv588I/8WzxcwDN5x1Cxn++sveUY483dvOGnS+dpEeockfLB5uyJnCC1TlZfJ5vzHwlIm4JGu5EmBM0hgkCl0VBL2XfoY5NBznu7FrMDv9BHL+KH9R4yX+YiigTMzojbHF43QmzMxTLjpwcNDWLobeGNljSZnf5eyjCwPdKaGqM5cmr8fw6+yo/wfEKnCxAfDR/L/cX/wmJx8H6Q1T8SUK5owkcd4aM6GJDixHdIx/XC92mjnjPUndncf0qFXsUX3oUvCFiSg4hVBpeHl1LYPt5PN/mttQb2JK8kyCoUG8M47hT1J0xpit7mmPT84s4XoGe1AUIVNoT69mYeittyfXslNvR1Bgps5e6M4HnzVK1BxaQUk6OsyZxApVuayMxo42VyeuICwNXOKHVlDOGG9RD5fWgTs2dJmcsZdYLcVwSnwCffvU8uhKbcGQNV4aqyapisliupVusJcBnVowy6x3FlTUmlUEmlVEUBBU5yXE3FH/VlDPbsEjZCAHUWg91bwZNtbCdaTJ0hu1EZ5i9wWNMe4cpiin21X+OoWV4qPhJFtqXvPo4kv9xaBGkJjG0FJP2Xir1I6fdxVpGDwiFvuRFJLR2RpUjTLj70ZVYyPpUMqRji2hPn0fCWkLK6qXdjBYHBda+oc6kDbvse5mp7kNXYhTdYWqNKY7lf8ZQ5WmEUJrqz6F9SJq6M0HDzWNoWWr+DAKVNvpxvDK+X2pOgk+Uv8CO6veZqu6h7s6iojMmjlAQE5TtEWxnlhnnMFljMY5XJmn1UqgdxQ9sJBIhLFKxxfiBzarc7XTEzyGm50hbi6j5M80W9qrUDTyw5TZiMkHDy6OcdSI9c2hqnFWZW/D8OqaW5mL1GmrONEfqj/FS8BgzjUNYahZdTSIDh9HC4zxT/DxZvZ+Y0YYX2ChqnK70BVhaFl1rpVQLNYjqzgTP2t/javM8PrdmMVszv49l9JCwlpI0OjG1NJpqkTb6QAYE0qFUO8Bo4XF+Vn2RpNbFNbG3cteFh/nk7x7jIvUqHLfMnyz9Y97e+j4+u7ab/hV50BSkE7BpyThH8xlMGePOtt9heUueXz7WhxsIrr5iiHdsGOBDqzQWxQP+atm7+N3Vk6SSNiKm4R+dwZ9x2FaIM1veTV/2WpblbmF+YtERU6g1BtFUi0xsMdfH/wclF5472MtL+Qa61kro3KCRjq+mI30hiqLxQuHL/Ovxj1GqHYjcG2J8dvSzPD1V5XXJ32JR9prmYuj7JfLll5AyoENbFU1gAavSrycRWzyP3XoihLDIJc8943cshIamZpvPk6l38YW1b2fVWyX6eb0IRXKRuumU93neLEHQOC3+dKEnq/MrVmtOJ6lxyhF+hc8LQ1Hi1BpjjJaexfMLTVb8aT89qDPrHWW48ChSOhQqLzU11E7MaZLx8osoihGymquHaTNXoalZTsbr/irJlOtXFiSMvl9BCCvSOnvlZC4pXU711n3tIghqJMwOfOk2Dc/nrlsIgy3xt7Ih9RZ6M6diw+YiYfWzPv1mujMXA+G9TckW1qRvRVG0iMzTSVty/WtyzuE9CcfWdHlbdMaChh+qMcyFpmax1DQXJrqJmx18ceJr0WbnRJyXfS+amsEPbMq1hRuB0433Uu1wsyoM4T36yJI/ozuusqf0/XnvjapHeChCZ3P23Rh6G7nkBlqtlShKnBZzOUeVo/TH4oyKgzxa+yb/Nv4MVXscSVik0ITBwfpDkS2mi6m3szp9MzfHb2uyTsPjhA4OrleKyDhBc7MQBB5/tWwx/3fpb6KrcVQ13tRqO91Gqt4YblYgY2Yv63JvZW/+bl6YqZ9gh0qbwK+hCo2aM0W9MYyqGMS1VurONHlngHR8OZbeStZcQr52mKo9wFcnP81L7i+abHxFSSCEFnWuDJKx5bSnLwAUNEwusN4UXgMBcbWVzeI8VlvX0iVWATRxdid/r/Pj7GK/lZcoBeGg8XGZkkUCJLZXwNKyJLVOdCVG2R5hsXUxjqyR1nrxgjops5eyP87B+kN0yqUskmvQRYyWoJMlbKIubApiHI8GcTK0aMtIiDbSsp2azPOEfTejhScpVg82S6JnDomUAXGRxdKyqIpJJrGC5Uovd+beSNZYjKWmqTXC3UXK7MUycqzK3U4QVF9TDSPXm6ZYOxphRE4NgcY58ZtR1SSVYBIVHSkDVKFhqaE8SI5uKo0xFiubMPUMDa/EfSM2xSED6Ui8EZuqJ0kYHSxOX0lCbUdKvwmYDgKHy83b+NK5HyWXPBe7MU7DnUBRDDy/TDq2iEC6FOpH2VO9j7b42gXnGCajFimrh1ZrJcuCFZS9cYruMEmzi2WJKzHVNK6s0RE/h7oz07T+Slj9aGqSy/Rb2Zh6K2ONnegiRlxtw/YLVBpjzUpMb9DDso5Z8owR+LVXXYnrTp7HW1rWYDvTzFYP8FDtOwDNiTCuh9qDlpELHwahIRSLwcLDlGrH8P0abcn1eEFYPZ07D0PvIJNYQcMt8NP6Q/zVXp+39qVZlrgy/K6DOoXaALaTZ6T4JAgF3y9Hmlw6x/L3s16ew3U9BscGWzj6aJzpoEJHfD2Xt9n801XHuOiiUaQvGH1MQ8no5G7vIGs4vK9nCX++aZKeixps7h/Hl6BY4eJzzUWDvOf1R/jgW44QN13+bftSRn4eUN4T8PQjXfzH+D7S8RV8a91GrrY2EgLQTf54tcltfQUuyvwu51q34skGO9nFJ4c/x1/vr/Oz8hfwvEIzUWozV3F7+npsJ9y1SsLkztA7Qh04bxpVKHztukmui10Ysqqi6qtQLOJmB8P2i6Ri/aRi/Yw4O4jrbeF4V6wFSUMmsYIfn/u601oiQYjBmt/KcbxZ8q5KMFXj2BfylIsWnpTz9NBE899CqE1m9P9340Ry0pu9+qxJ0tzfgqAWLiBR4hZWtLPNV/Vkt7Iq95bm54eevQuTSUWJ8weLPkI6vhogYu+GLGEpbfLuIKvTN5OOrzrpbL0Fn3H6KibReVaizVi4SF6Qfg/tqY1nfP2Z45Ukw79eTJWeZ6L4dISVS0YbG4Gmpjkm9rCncg+z9cOn/X6yyXNYaV3N3vKPGSs+h6LEUZU4+6o/Y2/+bir1Y2GS5DvMVE9mQ7+6CIkmCxNbiSTvsED6xfOL9LCan1ZD/2nbnaErfQHNJBWNK9I9BNIhG1+2QANtYZyw4bOMThQl2dwE3NX5R7yQL/Gvw5+O1kmVZGw5J7xSwwrfnyxv567299Ojb6DmzyClR2ewGBWNb0x/jvHyi9jOKGvluSxPXYOqmAihUqwfx3am8f0SApWY2YYlEyxJqahqsnluupokZrSTsHpDFqkSakamEytZYW1l67IR2g2f7vjm0HHBK2LobZx5IxXKHTleiSOVMGl9pPr1BW3LdGIllcZ4pIMosJ0xxkrPkzJ78fwQeiCEQhfLQrFzYRAEDlV7DM8roCgxsokVKIpFKHqe5ocb38wmsRUhFI4W7ufFxj10sQyJT1Z2sSRlMCL3YEqTZGxROA8Ipdm9Ou14OeNfgLWpW0kroTH2uLuXSWWQGTFM2ugjrfZg+/nwSwxsDlceYrryErYs0pHYgKEkafglcrFlTClDHAiepBrMcIwdjIiDHHJ+SSA9RkrPMFB7nIHyoxwp/pzdhW8wUngk6usvpL6fLYLAw8ejZA9RrB1FEwbbgm3cX9lD3hkgkAEd8XNwZZ2N4nKWqVuYcg/y36EN5PulMwKYJR4vFL5IENjklEVM18MH3/aK1PwZWpXFjPi70dQYYxwmrfXgBw5PNH7AVQ/ZDG5Po+Y0bux2KNnDTNp7majtwlTTtKc2oigJNDXOCOMECGx3TgBUoggDVU1QrA8yW92PHzisTdxE0Tl+ynk23AJlexQVnT3iefKVPdjOLL3qBhYFvRhKEg2Lmj+N681QdSZpSaxkrfU6WhNreKT+LSYZwHHLqOgskqsi54RSc4EaUUb58GO9HC88ECZcZ9SmOnsczz/IxwY+AQTEzU50LR4moWYvnnRCEktjhMv0W1GEgaIYLM1ci6m3NF0t6u5siGl084CCprXg+ZWoahQwUXyOR4v/wof2/TMjzg5WWldTtkfIxPrpSm6KfPpCBuoN2T/gn9Z8lGW5m2i3DN6y6jgJw+X3n03yx6uSfH7Vei5YPEbmHIHWrmP2KOyYaON7d/chqw3OvWKaNy4dpaO3jFAEuc3wpo0DuDMB6TUSc1UcfVUarT9Fz1aPj1x5CE3zMTM+E7bJcO15+szz+NQBk2/NfhUhVM7NvA07UDhnyxT3Xl/h8mw75yhX8oc955Mwu3i6/NWQ0aYYYesIj6P5n/K5kX9ESqfZikrEFnNn6281F/yfFz7Bs4PdHKvVWJ27DdcrhILGQZVqY5xqfRDHLSNQiGmtWEqGNfEbI02/E892xR7lE/uNV1gNU3lnxx9xx9pj7Hkgw61P1/nNxzP8uPh5JDICXMfoyGwhZnRzfuauSFH9BCv3dKzxMELRz1fGWhfzFv6zt06nqntOafHMj1AawkAII9L8CqM/cxWtybVsyL6TttRm1sjz8TihZdCVOp/5lSUIE8H/zP+Mc/Ubmur6QdBoMtwkAcfqT1Gxh854PkFQe1lnhEx8WUSOEbSKNMWztHz+fxWG3kFH+qKoMhImn0fz9xG2X2cYLT6N6+XZbN16mjazSlbvZ1fpv5oyFRvSd0SsxLBCpKkphNCwjNxZTcp/lVCVcCO0MHw+Pfwv2M5Y87oW527gkPsEQihsMm9GVSx+p/2qplaoobfx5elvEwQ1psvbmt+npmYXbJbe2fmn3N76J2QSa3C8kBAxV9i4O/9VHi1+qrmB0rUc/3fJOxYkvA13nO8cg6Ljc6D0E2rONKqaZEQcZH/++7hentbEWoQw2Cd2MWy/2NQaDIXZO9G0FlQ1Sa0xSU2UeH6miqZYmHonqpqm4U6jKBqWlkHihRtINUGvsYm6qPKhR/v526GXGKttxw9s0vEVGHqKbHI9MbPvDO1yBU2J03CneHPL/45UE060kf3AwdBS3Jn7jai9HQqw19xpGm6eWmOEhNHBOEcjW0qtuQELK+gNyvVhVGGwPHMjcbOdTx9Qed6/nyBw0LU0rl8lKRMY0mJX6Tt8Zfpu8rUjNESDLfothFZiTlPy5HQhpJRnzGI6M5dhKEmKTmidZRAjF7Qyq0xRkCPoIs7SYA07/AdpuAUMLYWuxHD8Ki3mcnqDZbzkPYTt5OlLXkR3sJhpZZyKnEEVOkPFJ14zPzpda6M7eR71IE9a7UHHZNo7HDJF/ArnKFvZzwt4QQ0h1NADtHroVQDpf/0Id9dJWuKrqLoT6GoiHAQoLNYuYJpBis5xlhthid8RdRrUUNH5zOolXLxhhNv+q4dHq18jbrZTbUyEQrVaC4F0qTkzGHqKWmMSx52kJbWJW+K3cHu/y58eHmZf8YeoSpy42U4gvaZm15zXm2V0UG+M0ZbaiCJ0JAHVxiRxo5XrrdfTCAIedx+m0hinLbaaieouHG+WXHIdaa2H4dJTUVITsCh1CRV/EiEUZqoHCAIHTQ114eY0gX7dRDqckAJ0NU1bYi1lZxRLyza18fLeMZYqWzgSPEupdgxVsfADm1Ssn99sfRNfm70PX3roSoy6N4vn12mJrWSs9CyqEjKJT17QNmV/k4SMs83+Ea5fIwjsiEBh8Ns9HyVtCKquZE+5zNJYkmu7Aj4zUORLWwKWbykgDAW1I0ZQdZE1jx/e08/PRlW++GdjyLqHrHnseLiNDedPoHUaSCdAiWuggLK+DxwPma/gHZpF6Ar2oM9/PLWCZQmXRycNVqQkMw3BJ0fv5s6Wt5JvBDzhPsP/6rmUTtPnfXu/yfWJt/OZreO88VGdFwtfQSjGPNyPEu22Q722OdZhLNqFzj03mtZCR/IcOljBaq2L785+miCoRliWkOWVsJagKgYVe4S42YmlZag5MwihnMREFgtkM84UPdmtfH3thaxsm+Xixw83WZsnKhDhZySspWStJUxUdoYOIFFrJpRE0JoMy5MjTHqcVzg3/fo+ofM/SyBYmXsTB/PfbxIyhLB4feZDAPy08I/Mf17W5+5k0j+IG9T5/c7b+Ltj/9K8rpbUJhQUMtoihivPsjV+Jw8UPwFIbm/9E0qew4PFTyHxUdVUkyF3yjkJFSl9WlIbIlu8U50ZVuVu52D++6d5/8tH3FxMS2wFI8XHXxMCwsJQURTzjN2WOQZwuJhPMP/8FSWJqli43jSKkqQlsYrZ6v55Y0eQTa7HUrMoQmkSb37d0NQsnl/mzONK0JW5jLTSxUj9RQLp0hpbzXj5xQXv681eTbFxfAGeclnuVt6W20y+IfncyF8Dgq2ZD/H+pUk+eWyCgpggwOdY/qfReRROObe+9KUcy/9sAZt77tmzjG78wGFR6hIECqO1F7GdSYQwaEuup9IYR1WN5pqzLHcrw5Vnmy4QbtTyjluLmh65/anLOFZ8KIJF6M3nuCe7lRVyM48V/y1inofn0p+5ijgZjtvPkTWX4AQVVomLeKr8xQXjQFHiyMBB4hMze0/xxw2lwJZgqikmi89H89IJa7kQ3hGQivVjO7ORpFIFzy+ia61NuEFv6kI82WC0+GRTk7E9vQUvaLBUu5CaKJEJWtnnPkyfeR4jzg5+s+0OjldcflL+WtSFFGcUwD87Jk4ozNYPU29MMVrfTi5opSxCmQhLZJhtHOG4coRKfRjXr5HRF5HUukgbfRTc4xxhB+drN9KfvBRX1hkQu9GlyRK5noJzJq++VxeuN0PeGaBUH6Il6KIiZ0hqXeREeE7P2t9jBeexWbkaVZjMVPaRtHpeI1DtrxLhIGhPrEcRCp5fZ7a8k2L1MLY7y4H6LxgtPQ3AcX8beyr3cLB8P5VgEo8G792/i6GBLCPKKJ5XoGKPoAgNRWgU6gMYahJVNSjVjjVL72uVy/n3Ow5z4aJxhhovoKtpVMUgpfc0bY8gxNhYRgcNdxZFMUlrvXQrazCVNCmrB0vNUfY8lqZ0suoiVNUgwCdl9bAs+3pcv0rNnyEV66clvoqO5AYm6i+FOxe/HGkKGdECWeWENtirjzlh11Dvzaadpbh+lUC66FqCgfKjzFT2sr363dDDLrAx9BQ9qQtx/Sr/mf8Z0+WdFCp7afgl0kYfb0zfRbERMoxUxQAZLFDfF2iMBnvIijirY9cjUJr3WteyHK82+MTxT/OZ4b/m8cqXuTv/dX5r3zfx8BBCIgwF6clmAqckdW44d5DP3XUEpTeL0h5HxDXWnzMRymEYCtrGHkRrDNGRAseDcg05WwVPMrVNY3Agx6KYxz3DGo+Vhvns6AEWxQNuT9/BRzaMoyswXHiUvzr+Y743KElZPZR9h3/Y1k9RzIQY1qAW4VB8FMVAVdNckH0fm7J3ASqW0U3C6IgEeefGTKgdtbPwn/zXzCeixDy0/ZlTjK/aA5RqB1mTuTUap8ciOZk5PKqIKiUSXW+JFObnMF0i3EmjRbg2QQcruGDNCE+PdOIs0FwL7XfmkkDbnWG2foggCNsec9WHIKidlcTgecVXPDel4yte0evgVI265lk3XSPClvXB/PcIWbjhgiOlzS8qX+Q5/0FOfl72l+6lWB+k3pjmqzNP4s9TwZ8t72C6vJ0j+XtoTaziqHK4+f77a//FC/4DaFoWU++k/Yx4xCCqkAfoSoyE1R9eC9q8Nq9snvOrjZHik5FMz/yK5pzDB7xakoiqJkjHlxE3F7M+dycQ3u/OzCWoahpLb8X3y5GLxQkBZIFGzGhHU8PvTFPjLFW2YOnttCRWNz+/VDvGdOUlfOmyMvfm01ZwT3XuOHtoarwp/zP/M078O4HE52D+h6y1XodAZbK6O4KB+NE4VxkpPEq1Psg72v+sOfaP5u/jc5M/oiMmIk1AyWPFT/Gunf/ItsIXOZr/KSPl51iTeyv/s+9Dp+DFU7F+juVDDb4T8h4wp/GYiS3mvMQdNGSFkerzUdvUCHHT9QGujf8GreZKQEVV0xzN/5Q/Wfw7bE3chRsREsKNYuib7nslZpzDrMrcEtkiBk0txfHSC2xz7kMgQo1IGaAIg+HyMww3QizhbP0wTlBlTBlEEUazIgvQltzAytybAIV6Y+SUDUQQ1KnYozT8MulEqIOYsPox9FYgbGf7fpVi9SCeX6PhzhJIh0xiDf+8+nex9Bxxo518Y4CCfSzC34dEjWpjknL9ONMc51j1CVaYLdyWvoMxdw8Ve4T+hOT/bSpGGD1BMraMM8VZkzhLyVB3JtC1JK5fZZv9Y1zhUCVP2R8nY/SzNFjJ/1n2IdoS60iJdjIypOamtR68oMbmbIpFQSggqaJjYuHjU66fuZT/akLTcmzRb2FV4jpqSoVC4xhVfwpFKqRkK+2xdVREhQo2RfsYnl8gX9n1muoFvVzM4XNSscVMVHYyUz2I69cw9HaktKk3hiNWT41y7SjF2lE6kxs5P/E2VnA+s+4Ao5UX+OiLaYpyHIkMwZdK6N2WMLuIiRwNt9hM7ACerX6L13+9k996pCskPBCEWjRBiaTeRSaxlo70RShKLErgLEy9hVqQpyimmK7to9IYp+JNsJvd3F8YoEGFfvNCTJFkq34D3cFi4nobuhIPGaxKjh65irZYOOFpwiBmdNKWWBft7n7dHasIsRtCo9oYw9SzWEYrVVGgM34uLdoypAww1BQQ4Hl5srHFZBOrcL0qdhDeo7I9gqm30597HapiUmwc53v5f8fxyqRjS0iaXaRi/cSMTiyzCxDNMbMkaXJ9ro+/XPYBkrFFQKh1N84snl8IvfP0VjTV4vd77uI3ejrwAwWR0NCWpFB60oi4hvQCkudZ6CvSoKrISjiZCA2MPgvRlgQtXMREKobMVwhGS/gzDSrHVISQrNg4S0/MxpeSg/WHuMRcxesWjfG2xQ0KNYuHGo8DAfnKLnwpeX3sWkaUYb409U2m3cMkY8sw9A4EGqbejpQBN6V/Fw8fU5rEzT66Epso2cPN705V0ycSDbyIoRpWAe5oDVs0yrzWUElO0nCLGGoK169Srg82ha0hrID97IJ38f3NH+Br5/4BMbMPRYnxv/p+k3d0fDSSMJGMBnt4z4+X8PYdn2K6vD16d1gRk7IRPWcWy9KvI2F0IKVHwupFifw00/HVL1PxOXNlLbw/J2yvSrXT2+GcDk8WMzpP+9pUbNHLQgk8b7YJcl9wpn4Jx52k4Y5H5u6n06iTTFX2Mlh+vPnbujPFGvUKPK9Aw51iprqf0z+TYWLdltrMRPFpdC3BlsxvI5EYWuY12QTb7kwIRleT9GWvOuXcQTQ3Eq8mSrWj+EGDA6WfoKlZ+jNbafghmSusBEvOSb6JxbkbWZK7id7MFfRmr8TUM802luNO8nzx89juFDXnRPcmxBkXmSg+TTmYJGa0si739mayIITF2sybuSzzAc7cwj/pfjhjC6rEutbGH/Z/pJk0y8CmWB9ECJXjwS7qzlhk4TY3pgN6speFmEehMOHUm44PApXF2gWoIhRrn4sT7/VxvWlWspT3rZpcgMHTtTY+vvQNqGqC5bk3cnnm9yIB8XC8a2oWKQNGxEHGSs83q2uqYrFWv4auxCZ2yu3MNA6hKDFy8RXEzG5SumRX8EvS8eWYeicNL0/DnWhWssr1QY5WHsX3Sk0Hl5uz/4u25AY2GDdi6G2EtnLhxiwIbGw3j+OVSVk9VOrDTDb24vsVNibf3NwUluwhuoJeQh/1E4LfJzZbAb5fo1DZg6mmAZWstQSxIG3y6clcxor09cTNbhJWL1V7jP97/F5iegtpo492cw1ZawlJq5f21EaW5W5FCAXfrxAXWZYlruQJ90V22eN06msA+N5Inn/a0xJVFxVcb6Fjx/w4axLnS5fuzIUhfiX6MmeDIWr+DKowiYkM33/zOB/YPIAqdIpyHIHKIm0zK+U5JLUuvlN8nG3+A0zWXqLoDlESoVfqa1021xSLXcEvsWScXNDKKvNqzleuYoPeT1nMYIk0Pi5H5Au0x9bxof6/YGP2rtf0HM4UIWsvVEdX1SSGmuTKxLuRBPheCcedojd7NR9Z8hdsyfx29C6fwA/18Q74jzMgdlGpDyOlx89Kn6fu50PPRMUIJU38GnVnmqnGflx3Fs8vRkyxkDn2dPWb3Ff4JH7goCoGVXss1KkRJiv1y/FkAxk4mHoLbYl1hI4XOgoqfuBguzNk9D76ghWo6NT8GarkkQS8KLfzkv8wlpJhrPQsU+XtTNp7mVKGQus1azVXGzcCUH2FnpYvF0KYIRtMKAR+DbsxjqVlMIgxVHqCw8Wf021tRFOtCFgKE+UdFGtHycQW4wYhk7UzcS6B9OgIFlOqH+dC4w0sS10TOj7ofeRrYYU0pudIGB3NSavhl/jo5hE+tGGID2w5wvn6zWzJ/DZ/ufg30KWOosQxtCy/kbuTT618C7f2lKl4golanKDs4uwvISfL4cUoAoRAdOUgkCAlSkLHWBFHpAzwfSjXwfGhakO1gXR8FFMltVrSttHDr8PXB5LcV72X93fexQfXFPnk7l7+9ECeLx/JMlp4krbUZoQwKAcN+hIK095hNDVGrTFJv3UhcbMD0+jA9UsEQZ2Hat9hR+HLPFv8d+qNEd7VegGLk5eH16Z3EATOPDcBQSa5pok9ub/+fRQElt4etVYVhgsP0XDHsd0ZNDWGlG5oFSdMXG8Gzyvy//a6PDdr8H8HX4raGzU+NvAJHneeJxlbhqqmqTTGmW6KdM9VT3TmRD+ldLGMNsrBJI5fRVXi1BtTaGqcbGINF+g3cQJHdvrq2FyiFjJ0L2peI0I5yUbq5MRHoCjxBe13ISza01vmCXovjGJ130mtmvlx4ndCGKdxunhl4XrTC87J90s8U/x8k/WWifWf4fih+GpAgKF3UKwe5kjwLAC1xmBzQ6NpLSzL3TrPUPxEnOoCsTCCoILvlUhaPRSd46f1nN1ZfGVWfCdHuOAqkXNEEV1Lcrz42Cl2arvL38OVNY4XH8X284xXtjNb3snJ328Q1CMBbJVluVvoT11GaP+WpuKM0W1swKZCLr4cEKzM3oKPy4QyjGV0v8Kzlgs2CoaW4sr2RjOpkUhsZwJkwBblSlZm33DSOdZ4fWwrn1n1FjQ1zcPFTzevw9Db+IsVHXxy7AfN9eF0sZvdPDbe1hQdnjuPzw+Nh365/jgdaoLzrduAsHrt+UVK9hCr5UZ0NUnc7CCQHgmrixerd3O88BDHCw/QcMNK93R5Gy2xlfzxoc8wU96F7eQx9Qzp2BJiZi/pWH/kiOOhKTEyyTXNc3nCvZesuogXqndjGTkS1lJAsCV5J2/K/k8SZhemnkETFn3pS6nUh5D41EUN1wsxaw13lqcqX5sn8B1WY/uzV0WSU7GI6KDgBFWE0NmihBJR4ZquI9CYrR8iHwyRNntx3DKKYlCsHcVU0lS9KdaxBlMkm37hPi6BdGlLb6Ykx8kFrdhBkR2lb7E//318v8oiI8Mv7Me4JPnuUMrNPTPs66zbqKnqnjBjDBw01aLh5ZmpVsnE+pmtHaJqTPD3j72dLktScV+g01jPpDxMr1xLUZRJkMMRFjPOAXoTW+gOFjPMYcad3a9REndCGVwROkmti93Ve1kXv4mKKGBTZcw1kCIc/DMM4gRV8rUjfDvIU3qNq4Fnilx8BWV7lIzeR0rrYqPYzNPeA7Ql1jBWeApVTfGfa8/n/NWHue/HJ/wIhWJRqB7E0ttZr15FkAyYKL1AzOgkpXVR4jiqEg8xdYpBvTGMfZrb2pbaSNkewfV8ao2QpQoBgXSJkWaMwzheGYlHvTGG69eIGa3UvBk81SZp9WCoCdrlIjQUNFQECnEyHK3+EkNL4XhlCpV9qGoCU2/B0FLUgzzrYtez336Y+4Jd2M50c7f06uIEHkFKm7dnb+BrQZVCJVycZiovoaZNTC2H7U4x3thNpT6EEBqdmYt5b+t1fOzo3+IGddaoVzChHGe6cRBFaBwJnsVQUxwQO/ACm/7EpVTlDO3Jc/EjNe614lL2Go83xRnf/licZVaG2YbL1naLLTmTaScgTZyLUu8hTYyYJtjcUuB3t0kOBPfw08lLuC2/gt+++DB6LxCE7dW5kOU6IhMDVQmbSZ3Z8A+BRADBeBHU8PUirYPtQyDR2yWXtQfkG7fwvhXT7M5n+Wb+Piw1xxMVF/CZre5HU9P0WWGrZrq8rcm2ywQtVLQe/s+iN/N3wz9huryNWmM4AtaGhth/d+yz+EGIZTTMblyv0GzfqWqKYvVg6BXqzVKqHeB7tX8gnVhJrREen2hkQ9BcREOcy9xO2Oex4qd4rKgSM7uj6oFASgdTJLkl+RsMOgWeLn6Obcp9IW0/8hANmYfx5mYzaXaHi6q1kZLeQqE2QMxow3Znebjyyea5vLPjI3x75nMLsLGamsWN2rTl2hHKTcaaREoHb54gsKqmm/goRYmFGBsZsBArF5yijH9yJKylNNx8E4OkKMl5kIPwXG/KfJh9Yt8Cs/JfN9pTG1nLRbzg3NtctKQMSMUWNXXPlqevx5YltJjJZOlZZss7onFxIqnakng7eqAxEPyMkxOf2jzx2TOFxKNDW8XB6n1cnno/AZJjYg+T1d0IFHLxFdS9mV9ZTDd06DihS1g/w7n4fqmJrQyru2fqFJxg01b8SS5Sr6KRrVD381TsUQ4U7qE1uY6Zyl4MvR0fl2IwSaE2EMpgxVfTbq5hpPr8WRUX5ntlun6VbQUzwiyGyFHL7KLeGOEXlS/Tnly34L1CGFzVKekwnQVscwhZ3W/d8R8vS1oZLj/DI+ObF5BxOmPn8MH+Tt5bijNZepZ7tEPzdEFNgqDBTcm7+KvNRS59OgNA1R4CGSz4HNedRdNCUtlo8cnwM4SComisMrYyzlF0JcZF6lX8lH/H1NuoN0ZQlMWoapq25HomSy+GhQihUaoNRLJIKs9XvomqWJh6hpTRTTcrGJOH0bU0jjvJ3sJ3m5v6E+LWavO+CsXihtgWvlR6KixyRALvYQHF5sf5T6BrWXy/ikDQlt6MKkwC6VJsDOEHNkvT1zBSe5GJyk42JW5nTM4yVt+O71eou7MUvdAEQFdiuEGdIeUgOnFMvYWGO4uUAQ83HmS6soeyNUbc7KV2FhLS2dupRq6p6WU7k/h+iZbEStYol5MwO4nrbXxh6j6+NRJqxFXkJLZfYlIZpCTCKo2Py+bYmwEYUwYpuMdP0at5tTEnBAjhRDFe3YHrVzjmv0ApGGc2GMIV4aRa8IcoRNgRP7AjEePca6IR93IxXd6JLx0cWUERGg/VvoOpZhCotKbOxdJbef/+A5z/4yoHi/cRtux8DC1NzOjE8csc5sXQlcLspj9+EV3BUjTFIhXrI2X2kjJ7m62eOY2aMFQSajspqxdFibEmc2t07zRmqwepyQKetIk1Kcw+njdLuXaYhlsM8QB6D5qw8PCZUqbIi0mcoEpRhju5mjNFw51FCJVl6dfRGluNoSTDxFWmEEJBU2O/tszDutxbuSjzW82fHy4N4HpVYmYffdlrkdKh5k43F6Jy7XCTLVR3Z7k7vxNNy2CpafZ6DzNUfpqKPYQkCD1wFQ0VnbVchEeDmdoB2sVSDCVJpTHGQV7kvW23sCn+Zkq1AZ4q/Qdfn/gYzwWPcEVbjUuWj3CorPKP5zW4/y2zvH+Fxn8Vf8GfbY/zfOWbaMJkW/W7fGb8mXDe6kihZEyEGVlATRYQrSlESwr8AJFJhAKYug4xE0wdkbHA9RFJHZwAYakIS0XNGFzWPcXnbxzk2ekW/sfOf2G6vI2Rwi9piDoJaykycFiVuoE/OXeaK9rqdGUuRwgNz69wKHgaRWh8ZnwHs9W5FqEfCbmGk57rzUQM5xS2m0dT08wtaL5fBhlWlufwUhKPD3ffwW0tf9T8zoQwm5PoiWOcvPMIojZWhHGTDofyP+Du6X+MFNx9HK+MEBqG3sacMGo6vgxNTaJr6ZA9rcYYb+wO5YfMDnL6Yiy9JdKjC2227rcfwmsKfofPjOeXm5i4sE1z5g3nHOtuDsM219ZRlFizojSn4XamEMLivR3vJJDOPIbpfE/XMJ7yfs5o9cWXEaZ95aHrLXxr3WXc1pcKNS1lOFdmEytQFZP25LnEzU4m3f04shZaLOpz/pxzm7Hwnj1d/AxPVr7S9O+cC01rQUSvMfQOUvGVzXb3yVGRM0gZ8GTlK2yzf8ybUpdGjPYCtyauJqG3k7CWkrCWvuKKZBBU5p3rK23HzvfSPXMLdLL0LD8pfoaRwqMUqocj67OAD3TewqLMVlYkr6Ul6CKQHoH0iBmtBNKjLvNcFb/zrJ8dzIMZOO4MfzNwwrlA4qMIHVAwtBTT1f3N12YSa7mt5X9xYcc0f7W/3kzgBFpYEZWnkrQgTPx0ra05tnyvxDZvoWTK8fKTfP1YLYJAqHjeLH5gR9IaNSDgog6dP9+eplQ7SL0xTVilTKJpOTQ1gxAmQjEwtUwTqJ9OrCRmdFNvDLOt9G2GC48SSJfngycJAjsS7/WwtAy+X+US9UosowPPL+J6YSte4jHnVTznAjJd3c+O8ncZLT7ZtBCT0o8wskbz+7019xHe2/0ndGS2YOpZvjD2j01JI9uZ4IbEu06MDOlzYfw3IBJT96NryKi9tMfWsjp9MwIFxyuiKgYXpTtolRk64uegqknK9QEcr0TDnWWivIPp8s5IQ7dGzGgjbnYTMzqZKr2IDGxMNcVK62qyJyXq8+OsSZzt5GlNrqU/dRmamkbTWsjXjrC9cS+WliWtdNOhhZinjGxnrbyAK7Qb6QgW0xX00hV00SK7QoFgGpjE0YTxmuHQ5ld1ElY/6+I3kYkvI631kFI6CKSLQGGzOA83qGO7M2HiJjQ0NUZMa523a/7vDVUY5OtHGa/uAKDkDNPwiwih0hPbzHhtF8dKjwAKmpohZoa2UYF0CQKHQm2AWTFK3Ghj3N1LTiTpSmxqqm4vFefRmjqXXHwFqmIgUKOWhM9Q6QlqTpjcBPh0JjcSNzu5JPVuNovz2MRl9CobmsmfprXQnr6gea8ECi30URDj5OUQKjqWmg2vwZ3m8sS7SMYWETO6OV55ipHi42EVJL6JIeU4QeCd0fj7V4l9hR/yfPlrzZ93F75B1R7A9Sq4Mtxs6GqC9thaLKONG7MfaSbpdWeGY6VHyMWXM1XZS90JRaGlDDg/fgdpaxGeX6fgDDKujOLIGoaWYn/lZ0h8crFl+LLBznyd3fZPQXroWhaQuEGdH4/EeP3PErxtyQxrLpwh8AWKgNtS17MibaGpcX6v8wauTb6Hsco2/uqXKwhGS4iuLKQskBIcHzmeB89H9LaFiZsMIAhAUSBpgaIgbR/ncA0ZSERMR7QlEQmdRVsqeI7CimSNN2Q/xOWZDyEUi96gj3s238652TvxcdHVgCsuGeIy7QoCvwbSo+7mOV58lKP5e+eB+gUJaykf7p9LwpRI0iJcZLwItxPKA6RQ1WRzxz2nBfj1me0k9RPPl6IYkazLyc+cukCg9kSbVJv3Xqsp4qlG1eQQV9Mb+VfWURWDZcmrcIIK7Xooa1Oyh6g1Jil5IyS0dlJaF4beTtzs5QMd16E3NzBzi/fp23am3nVKAjVZevakJC/UchNCQRHGWWVF5kJKmy9Nfj0ilsy9PjyXZGx5dK8k+coudC0R6WfNtYLPhrM6+7zmurOoIuDRsTnbn5CRO1veQal+nOnqXsq1QxQqLzFefIKs7OKN6fc1jymERVtqc/PzDC3NhbE7mscVwqAvdXHzHviBTa0xga5l0dQTZuFzMVJ8nGxiFb5fotYY5N+GPobtjCKlzRdGP8Zo4THOMW+k7kw1q1KvPFRyv6IYb8JaQktqI2dPtiqAEhF6QqHejw9+jpHyMxyt/pJJZZBifTAqGOhYWoaJ8g5+fhLLeH5oajZiI88d18f18vNeIanax8Lf+1UsPdf8i+OVeUOfwp7ZHE+Xv9z8/dLc6/nj/rvQTnJ8mIu21EYysf4TrcV5BJu5hNvzZnm4+Mlo/Q7XzZDAFCYyqpri8xPbuTeyynL9ErqWxg9sbkn/Fh/o/VCkJdpL3GgjZMC72E4eXQuf/TmdtunyTiZKz5GMLSZpLUIIi0pjHFNvpzeukzA6SMVXIIR5SlLaF9/CO1veSnsihNvIeaSVhNUfSYH4EQRD4XXdBvtrBSaKz1BvDNOZvmAeptXnMfenTeYr+DxZ+hyamkFV05Tqx8nXDjPjHSVB6At/vPpUk2jxo/JT7OBJjhce5trk+7gy/QFMPUtf+nLak+eyNHsDE8VnmCg+R7F2FEvLYLtTIDQW565npXIJ+2s/Z5V62Wm/N3g52y09Rd2dZay2A8vIYek5YkYrqmLQz7kkZBZdGswqE1REgRJVdrADBYVpZZIhZZDBYAeq1EjSymSU2Z8Jh/LrhO3OUBRTaFF1ri6LlBsjHKs/xUP2d8N2YWCH/XjpUGtMMlF8JkoE/3vFJsGnN7mF1thqdC2BoadI6KGH5AZxOQE+XlAnYXazKHM556Ruw3YmkTL0AEzFFuFLh7wzQKu6FNuZ5SW2kZHtIeNFKAzIbVSdSUr2ELYz0dyZQNgqqDtTLElfzYw/wLXmZfSam8mIOIcY5CXxIraokLR6sIxuVGGQUrvIaYvxgwYlbxQrsi3rYTXjjd2klA4SeifJ2GJecML2juMV8aVDW2ojf9R3J5ONvTjUSJm9FCv7f81WKlFV7USbIVyIFxNIh4niM+SS56KgYAclWmIreaLxA7KJVYDKhYnfIBXrZ7q8kyWprXQkNoSG6dJjWhmjZA+hKia2m2fcDRPjQHq0JFbyztxVbOZiOtRVbJehLhNCi3AvUKjs43Oj/8pL9k/45kAr0/ssHti9mGs3DPKvHxzk47cf5N/W/CbXdZZ4tPZNXG+aTw7+LW/5u26++f8MCj8r4E/ZoAhEKgapeIiTmy0R7B8NcXBBECZ32QTCUqlPaSgpA2l7yOkK3vEKiqmS3SBZ2THLv1wyxdcurfPerj8gqRjkHY2/W9VJnRLT1Rh/9sNVvHmR4MLM+wFoeEX60pc3KxyKEkdREgTSZaIWMt5iZjfL5DkhRkWNN9mEUnqoioXnl1HVFIoajxY3laP5e/nPib+JvjFBEMyxVn1S8ZVckH0/ipIkk1iFFdk4zX9ugnltSN8v4XmzSCSuH1YEbL9A2lpE2upr6hAO1Z/HDeqM2TvRlRgbYreyKnEdmhInKVoJ8NHVBFX7GP808u2zGH0vjJBp93JAfokfbR5DtuArI/CckFqZm4vU6PcjUbs5jHLtKL5foSe7lX9b/78x9dOTJRQliaG30pG+6IzkA4nkxXyCZ4InT/PHYEE1CGBn8Rt8d+ZjzWuS0l5AtpAyQIkqnGEF0qfqTzGH8epNXRx6PLuTLEpdMi95nnu/T7F2eN5v/FP+/VzpKwRBhWxyfTRGX2knxT+DdueZEl2B45WZLe+OxHfPHAIRWZD5gIIgTOAtowWDOH5gU6kP0aNviIhBUYXyDOugEBoPVr/6/yHurcPsuq67/88+eBmGUTNitGTJzI45jhMndthJ3HDDDOX3bdM0bdImbagNNlQnsWMHHDMzSLZlMY00GsbLcHD//jhnrkZoSt/fep48kefee/jsvfZaX+DwZ8eb97mBEb4rtjNJsborxNAJFsbOoydm8bG9Tx42VmZkO3FNNhZeR0bFmmSmdOT1CZjhX1r6+WNcZ8khId1wwYXClLWzAfz3Q+KElHUesG/ljtJ2HDdHuTZIvrq/AaOw3VmW6ucCglS0P2RwBhX6uN6Oouh0pc+iPb6WqNnCd0f/lXx1gHJt8Kg5RVFirBFLiWqCSyPnhDaBRmPBk40E1frXZj/LmvRbAJ8vDd/BU5VfIoROPLKQydIzGGqS7syriJo9AQGyQfBQ0bUMUbOVlsRqOhLrycQWUrdzlJkh5w5i2ZMgNNrja2mmJyh2pU7hKe8umrUoitARQsHyihhEUdQYqdgSUtF+SvVRFqYvZX36HUh8csoUuhZnm33XMe8bvEASFwyKpUBKwnep1Eco1YZIGT1MKUNURB6BSkwmA7C7UqbDX4glLFSp0ev3cbZ6MXEiKFKhU11NWuulN33+n7yNqSoRpqyddCorWOQvJy06iBotdEXX4/suCbMDRQ0sv97c/CniZgdnp//8MMrx/2aMVjYBkDYWIKXHak4nrXSzWzzPjLMP16vienW6/MV8b22SJZmr8Pw6ljOF5QSyLsXqfma9QZKRbqYq23CEja4mGCs8hSstBCquX6M1taFBMz/Unqkxbe/GVFI8ZQftsie8u3Cw8KRD2g9o0zGzDVUxOVgKxJnjIVNRQaHZbyctkyw0ziQmk9h+mXJtiHLtADVrCs+v8562j2AqKf5t7GbK1f3MWHuYrmz/X2EBO84sNXsM369i6u28MXU1M6XnmShupGSPEtWbSGodCKGzxbkby8kHJuc4oe1Y0Lbek7sZ2y1StUawnRl83yEqAkxHqT7KDbkn2CQf46D1FBCwunQthRVWA/6s4y+4LPkBXK/Oz3MP8PqHNHYUdSIdIOsehSGDN5+2j76WPJoabSjp32/dwnBNJZ+PovWnEK1J0LUggVMUyCZQlnVCOg4zRciVoVJH6cmSuTB4f2TFwc/b1MYEbs5FKIJE1qL7HJvm9gp/cfIYX1pf5OwFY1x45kH+vO10ujIlLmyzeMO5A3x2SQahGLjuLEnRytLUFQgRwfdrqEoEy8nz69x3UZUIayKv4YDYQVN8BRE9e0hWRU2gKVGCpMsOqnvBU3fY/TL0VjLxFQ25g6o1waD/HOBTqOw4Cvg/V0meq9IdqoJ5uG4BiUu5NsxsdTeK0EkZPWTigeSH7ztoapRSfZR9/pP4IsDlxGSKLF0kzW5AhnpVhybLI4VQ50fVGmxMjHPHMt++ak5UdqLweLgSt8PPXk6l3wvJUMt4R9vnmF+VuabpM+y8tpstOYia86ETh87hlOR1nBJ7E6cpFwQt+ePs47M7vxrqmx0erne4ZhZA1OgMK4PHjro9ygOFb3BB6s+5vuOLgMdU8WkALom/i065GENLAioz9l58f659HBz/quybA0X+44SmNTUmbdspcWHyg68YotGXvfQwceW5EMKkNbEKRTG5IvVR+rNXHt/BQmh40mbOqQUgGe1hkXYm+0sPhFVDn2HrGVKRHrKxJaSiC46r+yWli+MeO9kC0NQUlyfezfz7Pmd3dpK6kFlbP+KeCjpo4mBFgPQ5uh2vYrsF5tufpWLL6UifQ92e5JbJscNY5MH1CSAE88P18pRrQ6Ri/Y1313YmEWjky1vDyp5Pc2INjjuDoTURMboQwmBKDLEu8y5K9eF5CzdBSunAUOLERJaZ+h7y5R0oImAEq4d5Hxtoaoao0c4m+SzfGv0Bm+qDoYd4JISFmJScUU6JvQlDUdhe+h0Clani0zjuNEIYLIqci5Q+mhqhSy7D1DPhPakTM/tQ1Thr4q+jXBtsiFsX60PoWozJ6laq1iRCMTg1dT1J0YpApeRPBgUBfSEPO/eha3EmqwG8oiSn0JQYWXNhgHuXLk1+B2cnO5mu7WLC2YmqmPPgTkfHiStxagJTTyOlj5Q+iWgvqhIhIZopOMPMuANMM8hB91na/C5ycogJZZDlWgcpmWZQGSDn15hQJjGJkJVNdPp9CKHQlTrruIPlywlfuiiKzkH3WYaUQXr8Tpq1RViyjOcH3qqaEqM/ejYfWFLnDO1y8koOXY2jaU3/69i4uj1Krj5ATGRpMZaRVA0K/ggT5c2Ua8P4fpmqNczbeppImhYlfxIpHXQtSzraxxXJ9yKlw1RpM7OVXbh+lWHrGd7f8X660+c0HjxfupStMaRf56L0x/npus81XlohVMZLmzhYfRKbGp5vsa9wBymlAx2dC4wrWatcyIropShCY6LwBGOFJyhUBxgWOxkRe9jK4xx0n+X5/C8a/nPJ2CJcr4SUde6oBsy1YnUAiRtakJwYRPtyQ+KxKPNqIBjEfpX/NW9o+hzZxApcr46hJIiSoit9FrZbwnLyQdJbfZZmbRHvbP8iTcl1IZP0EMYmomWYcnajqVEURWOmvgdPWsT1dnQRQ1OjOM4s+fI2AA7WKpzWEgkU4PMPc9B/nr6Yh4iqqEuaSPXYbN3VzlQhwXtbr+M/l1/LdW1f5KuL38THL91N35U+/lQV6k7QMoUgkYtGIB4NGKuWA21ZiOjIuoM/U0M6HiKiYo97/PTpxQ1bLikF0vap5A1GCklM3aVpiY2VV/jEq3eTaauhAFpWIaW5jQpYQY5TlONoaoKo2Y3ED0DhYbK2y3mAnL2ffO0AMb0VVYlg6M20x9eSMDtIxZY32iHBoJpuXFOBhu1MkitvwfdrzHmsThWfQVdTHKtlJcME7tTMe7gi9dEQgzcXgUZVItqD4+ZxpYUbeijX7CkuMF+P7zvYzjSzpS1MuDvQRYyyyKNjUrbHjtofCN7f+TFOSV533GdOoBE1e/hg1xcQIkI80tmYuJvUPprjK+Yde/CvuWM9OpkTh7EQjzp/aZErb+OXM/912N/H3RK3bFzE7ysPhrij+ZOpYG3yjWws/oSnyj/jrvKPONEwP98+6YWiP3Y27287/rWZ2/9G+w/8Yvo/D/vrXeUfMatMsFq/hLmkXVNjvK3lc3RnLqQjfS4H609RPgHZbP44UrNGeKJ+M+noiZmvL3SsM/U9mErg+Rs1exoVLUUxGM0/hJQuZWkxWt54WNty/jb6MgGbXdebMPUmIkaWcn2U3db9IUZURVNTVO0ppkvPMF16llx5J8frAHl+FXHcxDvApj5g3dxwZjgUKo4v+cFe57BFs6JEeVu/juVJVC3FmvRbGnOCosSImT2hD+mhRVefcTqz1d1IafNM8RdHLcLnk1qCq6CF1dd6SJI79EwdYl4HRMQAc6tgu7PYbhEhFIYKj6ATzlOo4WIqykhtE7OVXeTcA6TNBWhaOmxtyoZfb/AetXBy8k3EjBZaZS+Z6CK2Fm4M5bYOLRQSegdPV27gltw3A4tEJUI6HthO+n6Z3ZW7EUKhak2w3bqLUu2Qm1HdmUJVIsyIYdak30J7fC1Fe5ie2OlI6ZONLqI7fhrp2BLqoopNDSV892yvTIQEueo+KvVx0pF+dCVKxZ1iRfxyqt4MT1R+3tDgfPeiwDyhSV+IJgxmyscn9JwwiSvVR7CcAjG9BU2NBJ6k0QXsLtxGTGumRQtWvWm9h6qoEhcttPq9POk9R1mU0Alamwk/xZDcyj7xPE9Vf4nlBximRKR7nmDkK4uInqVPOwXLKdDmd3FSNoZAYQ0n0xxfRq+yDk2NMuXt5erNv+ee8g/ZWfwDiqLh+zaZ+DJ6Mhc3XuL/jajUD2JTZbD0MH8s/oBifQjHnQkT0Bjg82+jm3jVU1sZLzxOPLIAKV0mC0+HfqAempoIdK/MTirWGL/M/5FmeohpzSiKTibaH7SacNno3MZvDnpI6aAoJo5boS25Fl86FN0RolozzYnVTDo7sbDYJnfzUOl7PFv4OY6bD+ndDtKvU7JHGSs/w0ThqcP09VqSJ+G4FTKJlWhaE6PljbjSIma+WDr9KwnJaHVT47+K1V3cWf0lufJOFEUjKVqpUURFx3JmOSv5Z1ybeXdgKeZPcsPMf1KsHiAdWzKvVeZj+xUSWjtVa5JKbRAnZGBWnVAzr3aAOSszgPuL32a6LlmcfR1CmEyXt+FJUJsjiHgEc3mSU141SW9Hni9dvoerzxrgn84Y493X7Edv0wJJkWwk0IIrh4bPTVnkriGwnSCha0njPLiHjd9wwfMCfbm6h7R9IiuivPdVe5jdESQTZtbHmfRoPxdOO3ucnuVF9P448SUKeovO2FCKdR1TaB0xLrxomH9a/C66M69itraXscJTxMxWlkRfFdreNAUyLtLGcgo0mYvR1Ri+dMLE3UegUHWmQxycglAiIYuzxFzyYoT+tdnESRwSkA2kQQL6/LE1ytLxZdx8nsf1i1Q+2v3ho1qDVWuSRLQPKX2my1up1MfR1Bgl30JVTPqylyEQTJeeZbz8LDlvEF3qDbr/4aHwy/zv2FT62TGftrl916xhvjf2r0hZD+RBQrzMrtzNLGRd+C6/cGKkqkmWxS89wTeCBDBgzh7a3mPFH/DuLV9nNP/QUTIRfdnLaSMb6lCVcNwciWiAKXqporNHxv7qwzyVP/GCLBlbwlWJtx7lhOO404zVN2MJq3EujldmtzPJaOFRJoobQ3LFi4NcBEz6EQJh6pe7AFdImUFXIxVbTNwIJDEuTH+CazIfDfYjbR4q/DsAKbObIxNxTcsyUnoKEbZRu+OnYYTVwbodiGhLJK6bx/OqCDT6spezPv2O45+btA+DFhxO4gh8kC2n0CARzSVkbalT+cBSlye9Ow77bWfqDN637Yf8cOK7CBTe0bEQQ2sigDdUqdlzThVzbVGNA/YTDQuqY7tdHEriUrHltKVPa8wJ5dq+kNiTmNcyDoTdhTBQlQjJ2CKk9JChU5H064yxF9ctNCrH6dgSavYUfakLKNaHmShvDlrVSgTmnF2kS1vqdAwtiZAK+ep+dtsPUXEmkNKiZo2wKvEaujLnIaXDSP5+XHc2VGgIugjGvGquL10y8WUYWpq6M4MQWuP58v0qjptnMHcndVFhrPwMNXuGK5OBf/hk6XnK/iTl+ig5RhEozIpRFKEQ11tZpfQRj3RgaEk0YaKH291bf4iZ8o5wkSLZXL2FK5/bSKl2kMHSwyGz/fg6kidM4jQ1SsLswPYreL6N7ZQw1ARtyZMRKEzY2zBEDBWdgphiwtpGRSmySq7BETbD9U1s9R/EEy5tYgntLKY3cVbjYnWYJ9GVPP2Y2kIvNVyvRlWUaIkuZ0wZ5M78fqbdvTzm3kZW9DIjhslGFjFd3saZ+utYkDyH7uSZJIxOYmZ7Y6JekriYnsxFJzR/fvnhMVZ+htWJ19IUXxqSDwILsOBFUTiQu43xwuOAT6W+H9fLo2kZXL+GqXfQHF/BsvRVmFqKwFHA5IDzFFV3hg3qpdTdAroaQ4gIQigNkGmg16XgS5+O+Mn0qCeTUjpYLs6iXB9lY/HH7M39vmHALaUdSidIJC7F6t5wlTB/BSaohTYprlejPbEueHBDAdS+7BVcnPwg/1tJMUDNGjtMh6pS34+U9cANAJWMbCcmMqhqjCfKP+VZZyAEnSssTF5I1GylUB3gmtTbODv5PkCSL2+j7E6QiS4kk1iFlD5la4xyfSSUBQgqK3MDlJQ2B8oWX1m0ii8u/DznJt9L2VMoPFFFjuaQFQclqhJf4BFZaiB9aFtVQ2k2UVJ6wE6Nm0GyloyBoiBKZWSuHmjEAVg2t9++gN8MpUHXEC0JlK4UuD6FJx3qMxrffK6PR29rxViRQksLpC/R2k3UtII3U0dtjiBdH18KZssxvKmgbfGGxSP859LTeXP2nSzMXMo1yWu5JL0Q169Tt8dw3QKeV0RTo/xZ8+loapTJ4pMIoaIqBo6s0RxZSsbspym+jEMDztzArR/SLPQtdK05FE5WAf8wY+7F2at5S8tfhivxGF9e+EY6z3C48rT9XNVVPQKYLcOW+gz5ym586aIqBpoS5YCyG12JIvFpSa1vAKDrbp4DPHccR4YAN3U8iyaJ2xB8PtZ3JC7b3fv4Yv9nj7E4Pdro3fOKbMkfO2E8fgiktObt/3AdubO0U7h+oR7ikYJ9Wk6B7vQ5nJx6O33Zyxrfb0qe/JKSupo1zKOFb53wO1VrgnutY+N3yrV9PJP/QeO/Pa/Ixvz3Q1ZskLzFIwtDuMELtaAFQjG4wLh8noTIS4vW1AYUdGw3T1rv5bXxK9HVOANiOzfN/tth37WdSRbKtXRlDgeYu+4sjjuN5YyjqVGGyo8zVXwa25nE9fLoWjOBE4cH0qU5uZY2v49n8j88/pmJSAPoP4cjPRTBM3Ra7M1IPEyjjWR0IQB1N89bt93e6BCAyt8u+iRnqmdiOeM47jSOO83fDfwAy5kCAheTI9u66cQKssbCYx5bAD86dG9iZh9fXvhmPth6KfPHed8vH8EMDkLKQPakVN1LYMtXx/PKKGqMUji2SmkTWD2OI6VL0RtFSp+2xJpAPFgY6GEVsjV1CkvFaUh8djr34flVVMXkCz1vozV1KooaY6HSyUTpOQ65WRCSqxQiRpbV4pwGbq4pvpQ2bRmqauB5pdC95RAuN0h+JXtytzSwtD/L/T4g7QkFXQQ2jWOlp5l0dpJ3DlJ1Z+mWK7mjdiO2U6JqjTBb20vFnQqTUg3ZuMeCiJ6lU6wkEe1p+PGeCDbwgkmcECo1a5qonkVVDSrOFF1iBQX7IJX6GCPlp1FQKXnjtJorqFOmLC0MGWW1cRmebzHgPU1JzLDXfpiiN0pGCeyeTBklTTv96Ve90KGEcfwXOxnpZtzaQtEdxZJlYjIRMGX1FUy4O5iq7sCVFhG9mQPKfobLT1J0R6k4E5xrXsO7mt5KxZ1isP4EdS9HT/JM2lJnEDX/NKbGc2E54+yo3I4dJo2G3kJLYk1I8Z4rj3sN2QRFiYUvXz4gRYgYNYo0qwvJxhZTtsap1Mco1Q7yUOUn1Owprkq8i6jRTqk21FD+rlqDVK0J6l6e0fJG9juPM+3uZUjZ3RCsPDFuLZiQk7GlpOMriRhdaFqWJnMxCbMDx62gCZNEpAvft6laY8zU9/Bo/aY/6fU7Mky9lXWRqw7727LsGynVhpjy9lIWeUwZxXOLpKL9HKw/RUtiNXWvyHD1aaJaE/FIJ7+c/R675OMszl5NOr4isC3Dp0dbF0iQWMNHTPySiNFCJrEGRYmxUT5Mzlb5xIYDfHxJlGdnJCMjGbzJGpgqSmcCrSeGEteJvXoBWmcEETfwJupUN5agFL7Es0WYzMF0HtGRPLS38Rz7KjpumB/J6TJCU/FrHk8PdJJY4mOqYCg+0nJRklqgLdcapzoIQhP4BQtn2mOsHOfmoSa+d+Mi7r23l+beKqf0jPOBJWWSsonLOn16YhLPmwPmewg0qtYYP5/ZjOUUwqMKNCRnqruoejPM1HZRrA8fhZ+Rsk4gnhnDcgLqfdRoCXSZhHFYmywr2zitVaUndTaamuCHw2Nc+tVmtmzr4PGZ2BEsvSBx8kLWc5BABgy3GGkMJYEnHZrVhfSmz0egUaruYaLw+Mt61oBQZ0yGSdrceKQ2pDcSegdvXJDjzU0fOebvg6RJHPaXluSGF71oDEgD88dBL/y7QWtyPbeWf8m/Dcwc9hvbmWEk/yDP5H/IgdztQDAZf2/ZFbyt9Qu8PMzescPzikyXtrxsqMzyyMX0GacfRuY4MqJmD6elP0BX6ix+l//uK9IcbaaHdHwJQ4UH+J+ZH2C5OQ7m7zpmRXBT7WaK1kg4J8xLnkNJnWCR7KKGSg4QtEYNvQ1dayZqdrNCOZdNpV9wokqtEArFhgyXEiYOc/NBkHQ9XvpvhNAx9TSl2iAg+HzPW8joCxrbbkqexIpk4L85P4KFaCgc7Nc5sspTqOzlYP7eYx7bJ3o+3Ehkda2Fj3Zdz03DJb47eXsDVjB3nMcjbgStViXQJQwXEaaWDTVMQyw3CrYzhZSBHFhTfCkKOl4oORIUFASTxad4rPg9KvUxyrVB4pFuPN8iokpsr4znVfjt7FcaWo7B9Q06BQJBobKbh0PIwcLMpZyjXshA+YGwrR+MfR3pcxrV0EOV76By6bjT5Ct7QbqkogvwcehKnEpLYjVpvYd+7XQ0YXBAPkNMb6E1thJViWHoSXq19YHXvFNC4pGKLeftrX+JxKeLFmynhOdbeL59QoykkFIe92lqSm4gqmWYqewOAbTBSloL2TqOV2G1cRn75TO0qIsYrD3BGvMKxsQ+EqKZNzYvZUfOZYsfMI58fIr+OIpQ0Iigiyizzn4uMK7kce9BJgpP8XKZoprWhCoMFiTOpiKnydcGiZttuL6FEAoJtQ0fjyxdjHnbMNQEC+Va8kqOPtlNVFUZ9KYpiwL7Svdh6mmiehO6EsX1LepunqTRxUj+AV4shuR4oWst9CbPYrj8JLoax9TTVK1JLHuykUjpWgsXJ97NRu/ehuly3OwkomUo1AbpS5yLRZnp2i586WC7RZLRBThuhfMibySiqDzq3st0aQud6dMZLz6D75eJmj3885J387WRIIm1nRILYmcw7mwnX97aKM0fe2AUrMi+iZKcIlcboGaP0Ze5hLxzEF2J0qYGk+i0P/CKJsoXH/N9+4LBVCLpSJ/FdGU7KxOvYUrup2yPUbOnaIovZ6a8LdDai5xOTCYY8J7G9WqUaoEAY9RoJ6pnEUKlYk1Sd6ZoS26g5s6wRruYzfbtNEeWclX8NN6/NEd/3yx/dc9irl9UJGcZbOgb59GBbgzFZ1lTnpaOMsnzUgGuzfVBUxBxE+l4+GMlRETl+d8m6GnN03SWCrqK0tMUiP52NVO9aRexywNbpr3/VaLv1DLCVHBnXfQ2nWfvaEIVPie/H4p3zWA2+Tz0eC+bclHetHCcfC3KA5NpPnTBbsYOpOheWuQH9y1lUdzmmbzJY5NVbnrrMFpCMLItyQOjbTw+Ba9q9/nY3lsp1QOXED9s0R91B4SBEAZznqsBWeTo70XNHur2ZMObNxVbFFT29UAkeP7zJtDmSQMEETG6sN38catkMEdKCCpxmWhfyBJViSlZUrKV7ZVbGy2iVxqLsq8lSoptuV8GzilCwXZmWJS9kllnf8C0rOxAUzMsSl2Chs723A3M4YLmzhQgFVsW2AS9iGObE18+8m8tyZOYLm1hzpps3qckY0sCxfp52m4ClUxiFcXaATyviKG3EdGzFKuHa4O9nDD1QBvtyJbqnyp0rSUUsX1l3ssCjXi0j+bIUmbqew4zij86VC5Kf5yHKj/BdWfD9rQRJgcqpt4aWBk6BVyvTMRooT22lllrH5/veQt3TOR5tPg9lmSuZE/u5hMeV2vqNEph1T9q9pCK9DJReAKQGHpbWAGSrMtcTw/t3F78DlK6/N8ln+f/DnyjcUyXpz/FTmUrg7k7Tri/Y12X5uRaZspbMbSmw1r2ht5GNraYNZzFJu8uatb0cZwf5j/nh19HoGFYH490U64NoqoJUtEF1O0ctldqLOyCscUjEe2nao2F779AU9N4fh0ZEvpMo43F8VexQlnAsJsnikmHEef26s2hQLSKpqWDlrbQGuz5IIENZFQ0NcGqxGvYWrolJKMElm+rs29ne/7GeePRod/Nha61kIz2YLslXK+GqafxfJu+yJmMOJuJqBksrxgQRRWDqN7ETGVXgyBWqR8gZi6gO3YKB0oPETWaSRk95OoDVK0RWpLrmDzOnHrCWrquRLG9MoqiNURyPb9KS3IdKbWLhJZhwN9I2RrDiCZYHrmYOiF7C4V7p2aJYaIqesCCxOEkzuAp5zYgWLWqQmOL3EFW6aUWm335g4j0aU+sxccjI7rJMcB08VkWZC9htVzLdrGV6eouxt1NuF6JnsyFqKjE/ARVbAb9KUpMschfxbCepjmyFIMY49YW6naORKSLry48iw/tHn/JquFHhuPOIFCImW3oSpSaM4sQCobegqqYVK2DxMxWfnzRJL/e+Rr+YShQES/XfTzDDrJ4fwHbeApDS1KxxvG9KuXaMAiFrTzDg2csomqdxic2nct9+f9gLjk2tCT3jjqUvUma9IU0aR0MuE/Tpq+grA6jawkEaoMpmIguplIfQkoPU29l2t3LTOl5omY3UaOTwfw9SGkHK9G4Qt3NH9dP8k8fh09Wb2/7AnfV72K88EgDrGp5Rcq1AZKxJcTUZmpmJ65X43RzMSXHY0hGsd0ShpYhYmQDIoZXoyW+kilrIyBZzemgBSvI043XcUY2yd9/4AB+xcUel1zXX6IlUWHdeVO4OZ9zlWEyp2t4ORttSRYRN8E0AqmQqAERA7llmJmNkFlcZ+X6GuaFC6BSx9kyhdKeCipzjkPs2qWB2K8iWPJJE6I9yF3D+JUSd9zSxQVrDxJbF0VoKWJ9UB1UeMf2e5kuPcO/jp3Mu5teR1QDz1L4/cF2ntzYgiI8rrtkhO7xLBunY3znwWWkNJ8ZO3CJKNouu8taKPeg0JxYSdWenieDMe8OSPuwZOvYU2qQrChKhJo1jKLEyJe3IYSJrsVIRPuoWVPEzHaK1V1IXBQRI2p0Np7DE6nbB9tOQJhIOQhcv4aUPp5fpyWxmpTSStwMkos/BdFmuPwkjjMLeLQlTmIkfz/AUW4KrlfApsoSuYbth7k4BJPZRemPszyZ4LvDX37R+9a0psPPQbpUrMnj4MkU1uqXs8m9ed41VJCh7txc2M4U2dhi1MRabLdE3GhjurzlhEnz8eJEdk5/ijC0JKaefoGk61AEiYDD/KfT0NuImW3ky1up1Id4Z9vn+VntKyfsRkyJ6bA6PSd3dOgzyxlnWfyd5MxRJsqbWRN5DZqvETET/GRqK5YoY2gZ9uRuecHjzVX34bo5QLAyegVD/iH7r7lEX1VTXJ7t49+Hv0fA+FzFYPmQLEwytogzW2PcPfDIi7pG80MoBqcoFxHJXMakX+Lxwrcbn/nS5f/0XszPh/InFLDWteawan4EAUKoIH08v4qUTthWlehqjGL1AL4MrB+RPq5XYmXmWnaX7kRX4w2RYfBRlQi6lgiluDxUxWTM3cb28m8wtAyXxN/Fr6b/FU1N0JLcQMWeRBE6Nd9GU2P4ihF4sYbHJaWD407zfOGGeazyILblfhEcOxrvaP8CFcen6rvckf9a+A2F3uRZ7M/fiaJEiJntdBonMeHsZKD6ILZbxDVqVK2JYNvSp8hewKPiFkOIiKRqDVKJ9nFl8n3cXb2BifJmsrHFVK0R6g1B8qPjBSRGdOpugbjRRirai6lniUd6iSpZJq3tHHSfpVVdQmdsPVm6yMoUnbSxQdmAg0VOmWFUGcemhimj1GSOnCiSMfow1ASaMGnXVlL2J/FwiWgZXl5pXyVqttItlxIhwd7yvXTFTiFqdjNr7eOB2q8wiBE32+hJnU3U7KRgH2RQ2UWcKBGhk/WbSYpWxpVRVMVgpr6HKWc3Mb2FazIf4ALjSt67/acYaoKezMVhkvBy2xCSifpW6vYsrm9xVeKtqIqJomjh/6J0GyeTaLV4+5oDrFDOJVCvV2iPrqHDPImnnT9SrA8hhIKmRA9rK6lCJ5Op0bcwxyb3Dua/SIXKbp70H2GBuoGrkuuJyCj96qnUZZFMbBF9sbNJRrpIxpYCaqN1lk2sJh7pYLayE4lLMtKF51uYegvxyEI0NcZU6VmK4Uv5UmK+zMDLD8lvi//DmepFCGHguFV2lP7QYHlV6mNMVXdguyU0Ncrd9Ud5xH0AKf3A887Nk9S7kPjY7iwZ0RW0roTBvYV/5/7S93ig9F88VvsV/z7yEz7znX5mt+kM7c/wrV1xvrO9i92PZ1CigkSfh19wsMcltcdnkDNl5kZ8+7EhqrfsRelvouVMBX1ZGvOMDjA0aE2jrWzGHy8gmhMBM1XXoVCGSigmOjyF6G9DX9XEJecfJPGaLgDqj40j65JK3uS18SsRwiBX3s5dhf3YPtzy7EL+7+Av+U3uG7REVOLdHgfKcZ5nMw+O1/nWyH4enqgyUYdvvmoY14eY2UkmvoRcdV8DM/pyQlMDxfJTE9cRMbpoSZzU8KAt10eo2TN4fr0hEAzQnFhNd+wU3t76V5yaeT9B9UhrEI+OlAby/XIjsZG4OM4sEh9FaORr+xl0N1Kzp0NCxbGetUCO55C47iEZEQgG8GxibaNNaDuHquajhUcb7LyjQ3Igdxu35f+F+e+hoTdzXdsX+f7ZZf7+7AOkw1bwC4WU9aOSUIl7XF9W8Hi08K0jkmCPozsekonC4+TKW9DUCNdlL+eDXZ952V6t/5tRrQ+hKgYRo+tFfX++2Otc2M5kAzsmhMbPJv/lBeEkW/I/5w3ZT4UuFBrJaB8bMu8jHgl8Z7vpoFMuQVMjtIk0T5V/xriznb2533Mwfxfei2z7BuO4RKCyWG2jVB85aoyM6M38YPr3RIwsvm/Rr57C2/vrLM1chRAGWWMh/7j/PxoQkODZfHHzle9XeaD6c5akDEz0wz57XeqDPJ8XPFY4nH0cVCYPtdDnWJZz88hcSOkEZI/GPZGNzwNZmyo1ayzUWIR95fsRKBSqe8km14QtW4nlTFG3xpHSQ1OTjW5WxGghHulgjxgIVQqKTJc2U7OGqdT3oygGLfEVKEJrkNOCdngybFXP3aOgChdgGgmOUSjYnuRe67fcWfgmQfoUtFwPFh9mQeYiFqUuoVwbZNzZTtWapG6NEzVaeX/bdXSkNoD0ScYWo2lp5sgZF8X/LHzPVJbI9SzPGCQjXbhemYo9yZz24PHihElcj1hJc2Qpjl9DoOBLJ1gFiQQxvYWaPY0qNVxpMSn3slfZzjgzbJd7qcsiqtSIyhgVOc1A/REiIo2DjScdYmozKdmKxKdDLCMi49h+JXwhXmp4uF6NaWWMMXcb6WgfJW8cRdEo1wb5YMf1bNCW06GsQOKTivRSs6aYqDzPU/VbeFY+QkkUGLI2crD6JLoSJW0uwHZKmCLJASfHPbUbcb06ppKimR5WaBdydfZzofHuS49ybR+WM42uRPlt4cf4vosi9IBlIzQm3V38x/3LuGFbP48WvoMQOqoSwZZVKnI6ZLRq6EqUujM1rwXlMlPfw/BEmmd2dGIeYxD2pEVejHN7aSsWFimZIEsnTdoiTBkloqRDZt+ldCY2EI/0YjkFCtUBfL/amKzmjMDXmFcEGKeQ3flS48hV8kuPwD6lUt/PH3L/jKm3IPFwvTy58nYiRuDDKYTC2vjVlGv7mCxvIa60oCkmEZEmm1hB3cs1tM+25X6BEFqIRwn+5vsWdXuMqjXMDyd/xl8+1su+Qorf5H/I14e+wckP/pwv3riUr92ylP2PJ4gs1FDjAm+iivPEEPamCYQCbl1BVm0wVeyt+SDJK1TBdkFKsH2czRMBNs5xIGJA3UFOFsALHByEruKWJfbjo2y9JcYnblrKt29dQucbInzz9XtZmnkdUtqYRHhrX46dRZVKfQwpXR4qH8AtS7qiNe4+fQE/f+0wlyQXc1/lv/ljaTP/8Uw/noQ3pt8WsOC8KqpiNJ71lzqxR81WDGIMyI24fj1ICt1gcvHC1omUdapWIPth6G3MlLcxULyHDy2rsj7WETwfoX3b3y/9Gz7e/WGOlYzNJd4IhYieRVGMwLNS7yJiNIXP6JHPmkp35nze2PTZ8P4HiV4gBhqERFK1Jo9JiOjLXMLtZ3yKyzOfOuZzeWToWgv9ifPJ2Q5bp5uoVAyWaecf87uvNF66sLqkVBvkGwe/wk+nf05P6uxQXLaNF5MEvDhSwsuPOeyh59vUjykT81IieA7OSr7nGNppx/7+XbVfEzNaWZp9PR3mSZwS60RRNFKxJSRVnWfLv8Jxyzzp3YPnFcmXtzaSwzn24YsJETob3Tjz5eA8pU8iughQUdUUZ5pvoFwfJa33oihRhuUOXF/wvvZVGFoTb8ueGcjfhGN1cAxz+MkXfiYsZ5zdRYvnvHvm/VVlYVKnYPlHJbxCKOhqIhwb5lqpXlhpm79gOMSCPRReaLN36L/nBMEDQsYMgSRJCVNvQlMz9GQubJCcPL9OsXaQuj3a0HWryhzXJl9LzOw+bP9NsaUslGvpiJ/cOKfP9P8llyU/EFrdzTsnVEx9TiYp2MZt1RspVHZgaBmubf48c8+651cZzN3N3tzviRqdKEKjOb4MXW+iUh/hN4Un8KQT0AS9OicnrqUncyEAKc2gL3UB3Znzec65gw8sH+ftmUuR0qLuzGDqTSeUnDlhEretdjuWX8ZQE1heEcctYygJhipPULbGWRS/gAITuASTec7aT6vMoqDQwgKqosi0GCEuWpDS52DxYbaVfkfdyzFWfoYD9hMAzDCMSSRgOEbXnOiQjhMqEb2JiIyjoBBXW/FDxk1zYg1lRzJl16iIPBOV52kTgTRK3Z5A12JMlTazt/4QUb2JuNlGVuuniR6q1kHGys+go2M5BVoTq1CFjiVqHOA56v4rE7CV0maqtBnLmQ7EFmXg4SlQmC5t5q92/wOf2P5VEArd6XPoiJ+Mj0NEpOmMrKPJXIwqdBRhoGkZ2lOnowiDhNHJjYPN3DQUp3iUca5Hvro/kN2QZUbEDiaVCfbWH6LojzPDMBomHfoqZup7sGSJlNmNEArp2CLe1f7XaFqGmfIOVCVC3R7jycJ3KVT3hq2X4w1SgovTnz5uteKVRDBxm41tXxB9O+dG3oKqppDS5vTomxBCx/Eq7LTuoy11BjGzFR8PTzo0yQ4838L2KihCI6h6RgKv0filxMwFoRGyh6JEaU+fznVN72BJSqHJDL7jeUU0JcZNxYe5a6LApqlmpCvRO038ioc1CUpcAU0QDfVMy5tqbHyqE7/iIAtV5Ogs1B38soNfl9QeGA2wdL4PET0wvvd9yJWp3D/FV+9dxj/dspS7xproTwgu6ZwFRSGyKsY956b4y0V/S0LG2VdKMFj2GqX8LtmOosMpr56l/8wKdk3D9iW+tNmX+x1fHvhH/m3oO5zdClcl3kYi2sufd7yHpZFXIdAapvcvLlQ0Jcpg+RE86eB5VRw3h6IYIX4L5pKdOUJERM9i6k3oaoIvbVX5Vf7XQMAMs9wCK1MOpzS5DYC/qqYOTUzSDRLvUNsyZrbhuUUGc3egCaOxwp8LQ2+jP3s5k+UtbPK3cLZ5DZqWRVWTDLnPEjG6wgqDd9w2YcWb4ncjEe6vHMk0PdaEBa9NvZ/XZ1ZRlw5v2PRt1tz3AM9Xf/cSrun8OHHid+gav/gIdPw0avYUU9UdZOIrSEf7wvcsQlPy5OPuN6jcv/SF3IuNpYlLUdRY2Ep9ZePGXDxZ+Z+jJvDjha7GOUO/Cg+HPflb+cHYV3G9GhKfh92HcL08rldg5gStxheKeKR3ng5bICmSTqwIzOTxiJntvLorTk/iDK5Nn0lb8mQ+2n4Rpurx94O/wHLG+beh71C3c8esLs5/7zrSgUuLobcdJdVyW/G785iuQXx/6lf8OvddjkzUfb+K45X57IJPsjj7uvl7e5FnffT35vxc5z4r1wao22NIfBxZJR7pQCBAuvQlzwOCTpPtlhgtPsmPJ78dyqcE24oYXdTcWZ4s/5yh/H3hmOHxjeFvcXvhP45xRG7omDKnQuBQqg4AYDkT3JL7d8DH0NtCKzwPoUQaUA5DJIibHYEOXv4+Zit7AJ+aPUGzTDNafBxQubP2G4ZKj9MjV3B18o00tZa5vKOGCN1wTD2N454AC3yiy9oUXUquNkA2uojp0hYiRgv52gDpaB+OX8PBIiJSHKxsRRE6ESOLE6qil0UegIzsYJrBEOhn0RxfxnnauTyhPRPoxWGRtw7gGFWazMVM1LbCYdiRFxM+US3DuL+Tij2J7VVoNVewQN3Abut+7qo9Td4dpMfYQFf8FIoE2jP7C3ezRruYp9VfEzfaqNiTdEbWMVLdRGtsJZqaRuLzdPXXxMxWNCLU/QIJpZmU0sl+DtAeXcP++tALlOKPH3M4FtezQ8FFSEQXUbVcpJwz044xVnoagcJpietoIs5usRdLlijUBomarYHEijOFoSUp1A/wpX3/yLLsG3BCQcRgPypCqCSjPTiyRsEZosVYxoj9XOAjioePw4yzD00YuF4NX7rMVvbQFF/KdHkbe5QcnYkN2LJKq1jIrsqdOG4RVYmdED8jhE4dG/mSBt7jgWPnfyMwGE/GlnJx5Fp+O/sVJsQs13d1c/f2YGB+uPBtJC62E1K6jU7qdo4Z6dJrnspu6yFUxSSut5Ix+qj7BcrWOFVrmGF3M4qiYVsznJx5D5/p72R1psiugkd7xKLqqpyb6GdLPtC9mq3t4Q1t59IVreDlXJSERmm/xlMHOrm4aQihgW9D/Ylp7nx+IY9O62TvtGhOV2i71EA0J1BKNuObTLIdNeSBSUQyAh1NiGSU4i3D+B7kphN89oI9RBdqoAnwJX7JBdGMrLp0niX5myW72f5MK1BGV1KNiqeDR2HEZMvTbfz6oEnWVLi9shFVieB5RXQtS3/yfJ7PCz60rM6G2bfRZnr8urCfJdnXMVh+5EUTBHQtED5dkXg1dVFBS5rkqvvIRBcy7VXR1FgDqC1xEWj89YK38JOJfeTkEHcV/qOBUbGcKYTQeff2X9MVWY9QDJAalyf/nOcIhKmltLHdPKqawJcO+fIO5saSmfL2I+QUBEsTl7Kr+Ed0LYGPx4gySiq6gOXKOYwp+5n1HVyvimn24LjlUPvu8LFpqvg03w2dCV5M3FX7NR9d/nq+eO4EP9n0Kb4/tjckPcw7smPguOZA3ooSJR7ppFTdgxDmC2irnej9Ecf5jgxlFZSQ1a4SjyxA11Jkogt56rw1nP9oGwfzR0uJ/G/j4bblfnkYC/JPET3JM7ksego/n/npCdrSQehKlE3+veSK25HS5oz0hzjAc0wUnqDEnvBb8hUxZi2ngKE3h++Fh5Q+hcrexjZL1T387cBPUVWDsepaXp94FWtSNv9nm0+5doB0fCUL9bPYVbuLY42hgRG91mB6K8II9zW/piPmgfvnwqdU3XdMQokgIAt8Z+IGXK/G8WM+KUBFU5O4Xv6Y3zS0JqJmC4VyPmTRBvv0vAql+iiWm2uMGQP5OxvvjO+7SL+O65dJx1dSqY9xQeI9bJGPMll8krn8ImDMJ1ibuIZn8j8McXwzjf0ERYHA4eJjvX9L0fb5+dS3wuOVjfmuM7EByy8zUXiCs5J/xmOF/yTnTJJjW0j0kggErlcObAmFwTPyQYTQSMa6GzyAaWWUby43MOI+D05Fg8RQKJRqgxyy/To6TliJK1gHCTy+CuhailSkl/b4WkyRJKY2k/eGWCIX8bWl7yUT7UNBYUBsJyHjRGUcHRNHWFTcKc7QLucfl7yfm09az3cvH+TmtUsp1A+wN38rdXuGmfIOan4Ox6vQnTn/JVLUFRKiLfQVnabJXMxw+UmeL99M2lyAlD7txurA28wZ5GD+AYbLT+L7Fvt4jo93/zkxtTloEcsCC2Pn0ucv530dH6MtsYZ0KCY6Wd0aiIr6A2T8oBXc7i9AUf9Ubg/Byr1cO4ChpdC1oDQtpYvnFYmarTxv3UZJWkw7e8lV9+H5gQjrwth5RLQMpp5GUwMLpN25m/BCJwWAjvRZrE+/i3xlLxOV56nZM0xZO1mmnY+pBjZShfoQhhInombJRBdhKqmgpaq0EDc72Vy/lZofvPwHnY3BUcv6CzLRpLRDjakXl5zrWgsR44UFg+eS51J1gEfdewHBc/kf89cDPz9qX4beiqqYTBSeIGa2Ua4NMWRtDFwu6qMkRDOKCOABQfnao0Vfwi/WvJFEtB9b1Lhk0TCrzpjm9I4p/na7w1u23cN/jnw1uE9+nbo9yZ3lbdw8nGDHs614UxZTswk25iJ4FYmS1lGTClqzwqUrD/J35wyw4uo6rReqyFpQkcNU6TzLQc+AvbOIdH2YLSKHZ9EiPuV8BFXxiS7UUHpTKNkI6qJm1M4oshAMoPVBh/++ewmdTUWaE1VG6zUUJU5H+lw6zRg7xlsxVY+fTX+Prx34RwZzd4Xt8WCFPW5t4UeTP+X+yQTntRTpithowiQpm1gZf3VDMuToUA/Dq6mKQVN8KQmZQsek7uZRhEbJGgkZnVMoSvywCu3vxma5OLmYi83z5iVdc36dFuXaPnbnbsL3La5v/yz/vKFMnzwJKR1UNUXM7CQV6ycV6Q19GMMtHOGTrChRRp0tZONLSUf6qfk5mvxWcuXtbHfv4xOdp/D65JvwpY3jlokYzSzKXsmfol148pIx4j2S95+/h6zffNhnEaOLX5z8WVZl39r4W4DX62MO1J0M3w0p6y9boDyTWE3E6ERREsdwjpjvjRl4UzvOLLPVPfz+QBd1v8D/6xBoobzF0RPaKxEynq7v4ubSH6lawy/43cnik8yWnmskVJvKNzBV2sKfqioI4Lg5bOdQMhEkhXVANN65qjWMIjQedzfxX6Nf5c2bf8SDxe8AHqu0i1iktFOzRhDCnLflQNLH1LO8KftBwMPyivM8fr3G965t/iIf7f3reXqHKsuy1zaO51ihay18qP1trIxecYJ7cSgBTMYWkYkt4shnV1MzaFoTq+NXkS/vYM4HfA6LKBCB9IZXRFMzJGOLSUR7uTz9CTQ1jaZGggUeKi3GMt6Q+TAPlH/AdHkbAo0L0x8L2+c+vl9jVgR40ab40lCMHDrS5wauNdImFetnrOLy69zPGoWW+ce8lnWUrBEQCk9W/geJbGiXqloKgQiJgO2oSoR0dEHg8KEmGpW+rsz5XN+yjpZEBb1VodmUrE5eje/b8yAex44TJnFCKLhejbTWy1Pnvpn/WHwhBoFHmO2X6VXWMUmOrXlQ0CnVR/Hx2O4/jCVqzHqDlOQUTfpCPrBE5UMX72HVsklQJCVHx/NtNDVFJrYITY3Rqi6hN3EWNS9HZ+o0XuxgKYRKTKaIyRSnpq4nZ+8nE1sYiOaxhCydzLoDmCTQQ3mUQCXeJ6KkGCq7gVKz2ovlF5n0AnblHdVNgbyKmqXH3MBJ0deyTpxLh1hGXVTp9fuYUSZOCDp8MaGqKfqzV86dDYoSJWq04Lj5EAsXIx5ZiK4GhuTPOXcQ05rJxhaTjPYgUNhffZip4iZmS1uo1MfCErBKJrG64Xc4XniEZ/I/JGoEwr99iXOJaBnyyhSt6hKWq+ehKga2X8H2y0xXtlNxpxgtb2TG3osQCploHzPlHZhKgjZjJa730tlrLya6k6ezInbFYYmCEAbLsm88DqbDa3jZgTyMSTknJhs3O1AUDUNvoVg7gBABZrJSG0RKlxrFRkJXs6cAwauTa7j0nEGub3476/VFOI6K3p+gc2kJDYVCWF6fw2y1JNcxYW3jW8Nf45JND/OzPy4mYjgsS7hoaYHQFJxpD6EIMq9tJXNRHH/Wwp+1sAbqyJqDsqgNpTmK1mmiterIfDWQJ1EEalwwOJtm53QTXsFFdLcgmhPIXNgOcjy8GQc9JWgyPKJJhweHO9gjtnJ92yf5bNeruL32RzblYjw6nQjvn4fExffraGqS/uT5eJ5N3Znh66O/4o7xFAMVEyl98mKCnZU7wwHOD/Ww5r+nPq5XbniQRo0WLK+EI2x8PBQl0Laq29NoobOB9OsgNM5Kf4SvrfwLru5sojsGv5z5r4by+9y2D00gKgLBqc2C9uYSBSUA+/u+Tc2eIF/ZTa9Yg6FlaEqefMyE0/erFKp76VBW0KT0oosYu+WTCGFQt3M8NuGxIKGQjPbhSxfbLbE/fyddmXNeNhYWoD2yht89v5DNj7bxP48u4bHi9xqfKUqM3viZPDSpsrt4e+PvV2c/zQr9IgJtqhnGCk80PnO8Iqbe/pKTmEJlN3V7DN8vYzlHO1ikYsvCSdzD84pIAmbvJ7Z/lcniUy/1tF95CA0FnegRi7uuzPksS1+FfEndG4DA9ixj9jNdepaXKm+lqRlUJXIc4ehXEsFxHK1RKud1Ozxq9gyDubuRsh4QbcLEcoGe5mH3ngBucJgQclAhrNlT3Gc/CBCaux/eRTL1dr6wukpMEw2yXHv6dK5IrsI02o55xBGzg4iR5ftTv2VX/V6WZF93QpxhJrGGv+t7K68yrjgi0QwIDq47y3PFXzI/sbwq9YHgGVBjOF65ocVXrg9Rrg3xiHVzAy4RiF17LPGX8u2LhuhJnY2qRFDUGCPKwVBtoQUhdIaLjwGS6fI2qlbQYZgobqRmTyCEQb68lRtn/hldizWO1dBbQ89dwe2l77Mycgm96QtD3KMXSLFpaTLRflQ1Qd2ZomaP4fl1ak6OQm0wlEyqIaVDVGR5bsbhXY/G+MXvFvL4pMvu2r0oikFbaj2mfnyP9xNmH6+JvxnbmSYmU3S1FHh6Vudg+TGSkW40xcTDYa/7ODcV/4jlF+lInIwrLXrUk6lTRuJT9aaZtLbzT3ty/PMdy/jNxkVEmn3umwwmEFNPI4RKW2wNB+tPUfLGSahtCJSQwfHCoaoJ9juPs9u6n73e4wHjUOnkX5e8jYuzneQYw5MuFmV86QROB1qKTGI1vnTZ4u1nsroVF4uk2kFW7WNamaTfX0ZP4gwSNAckDSIUqTIh9+EIi0FlAA+H4xtMv5hjT+H7NrYs05U5n9bUqaRji6iHTgjJ6EIuSb4fQ0uGbNAMmhpFF1GiShZdiTYIBunECnQtAHMjXRQlSql2kM7Iunl7VAIxRKOJCWsbabWbBX4/Ep8hsY0ucx2eb7FenIfv1ylUB0Izbx/bLZEVvbQmT0JFZ9rZ+78wgAU4jcHcXTyX/9FhyvSd6TOZdQdQlWMDc+dafIbeFjpWBN+bY/MVqnupWmPY7mzgmycUpHRIxhYjhMastY9Zax8xsw1FaGQTJ1F3JcVhg9d11/nwsipN3VWcA2VufHAxB5TdpKL9nJ56N0JEWJ55PV/ovoJSLTBKny09x50jPi2dFdoiNlPbIpSet/Ed8IpewEKNmyhNJsJQmD4QR1bdQKS3OYHIRlHa40EC5/uI5gTGsiRnf8jl0g+UMNa3wmQOOVVCVhz8GQu/6ODkYXJnlJ0lna8/toSvDR7kYP4uJus279kwwLeXXMn5rQXOby2xIH3+Yc+GL13UMBloSawG4IaZrfxu2OI09RSuTq0nHe2j7kwFTDM5B5gOVqaZ8DddydPpTZ9Lu74iaMsjGaw+FlieVfcBPk4oRC1xkdLhbT1NfPSN+1ietPjHg78KpHiEhiK0xr1UlBgRowtdyyLxeGpa8s672hmyNmLq7cEx+TZSuuxzn8T1qg3/wmOF71fZkv8fAPLWATTFRAkNzW+a+Rf+feyGgCke6Q6PQ8OXPooyd0xzTNkXW51TGcjfzod2/Jj/87zJN4cGD2u9+X6NfYW7+M+Rf8D18ijhAu6TK2x+cIoWTuyHt+ukdJEEYPNjJauHqlSHVzwOZ23Oa9uioWlNlGr7ycaXHrW9l+K3+qcMKeuMFh/H9WsE0JAImppBFzEmnJ0v8ZgE6zLvYkPsWl4dOxvxMqqrXcnTWZg4n1XZt73k375w+NhHCLzOVajm/h14uR5KciBwvLi1fANTxY2oWoo/6/jiUcm975cZLzwSkkTEUYztlfEreWgqxVcPHJJcaRNL+MTqMVpiK495tJ5vB7pm5eepOzMMFO/h1elPoigxomZPQ8R3Lk5TL+eahWOMusXjwAHEEThFyW9nvxI6PBTx/TJrE9eAUBpzhO2WkNIO25NBu/Q5HiVfjHKBcSqmnub0xDsZt7aE1Tybd7R9ho7kKSEz1cV28wSkpjcRMVpQ1UTA9k2sxvPtIBFUEvi+zZtTVwRFFmEw4D3NUOGBxnW0nHHmrAV9aWNoGaJGJ4aWwnKDat5bmz9FKrYMQ29mtLqJh917UBB8cPt/cXftZixnFt+vI1CPehbmxwmzj4yhIBSDSbmXK+42+dboD8JWHfjSZ8jbjO2USGndOH4NFZ2UEmDgJD7LxVloSoyIlmGX8wA/mH6ALx64j989uIj+mMfi9GXU7Cny1f14ODRHlpKv7SdvD+JKi+b48hMdXiN0NcY67TKWma8iq/fRbq5msPwI/zD0OE/PlsjSievXGC8/x3TpGXy/xprE69mgXsoq1lGnTFNsCQv9pdgyeCBiMoGLT0ym6PDbScssu3iKAzzHMk4J8IAkyLmDr0h3qjm+kq70WZTtCQyRwFASuH4N16ujKBFst8Qj1s2U60HJVxEaKa2LkdJTQdsPFUMLWqi+72DqaVLRoMUr/Toxs53vr+wnk1gTvswejldGV6LE9Faa/HYOKPtwsIiLFqbdvUGZ3vkDhpahI7WBlZlr0dQoTdGlzPiDRJQ0VT9HvrLzZZ/3sUIIg5i5gBWcSizSi6qmSMdXhhOXz2x1L9OlZ8Kk9ej2UQDOjTe0koJQOSP9IUBtWJsF3nsyxH8182ctb+Gc+Dtw3Aq+H3j5nZ24nqwelMS/9GQfzxWiPDqdpDarc9OdC/nI7l8ymLuLQnWAugiemYHyA5QcQXNiFQDZxFou7VLYu6+FpS2z7J5qYmCwGaNFQe+N4I7UqTw4Ca6P0h6n+3JQTwpYD/5oHlm2kVUH0RzH2TIFURPRmkROlvBGysiKhT9aRDoeaAKl2URaPk5d8NqHPX40/RRfH72hYe3kIfmHRxbzz/vH2ZRL0ddUoN+fJ20hAyzJgcojNEWX4PiBCPJYfTMP1m5g0JtGV2C9OA8pfZKxRQ1HkLnIl7ciZZ3h4iPk7UGqMo8QCvucR9HUaMBKFRoxs5sPd3+GFdk3szp7HZ/q+yte1z/KT367iGdyJqXafhQlHlbraFQU4pFu7jj1rXxuwYcBuDH/3zxq30KpuifEY/kgFFQlRqk+jOeVAxeJE1gzqWqcd7YtDRxmpEMq1s8lifeC0KhaE+ws/I5yfQgrpPvnqns5RX8NKzNvAAKw+4uPgGBSt0fZzNP0i6NlMuYfq/RtzjBfzymrx2hNl+mMrT/6+JU5XKFo/HZ+FSQdW0ImsYpL059GUzPHaJ0esf+w4ialzdQxsH6p2HJWZ697sSf8Jw3fD5jSydgizky9l4jRzEjpqUZF/MVXIyWWqLHNuYcfjn/9JWOaBRpvSp9J2m9mb/nY7gavLORR75YvXZA+qpoiYjRTsQ6xc029HUNv458Wv4O40QZIFKExUT8cmzffojBY9EqWZF/HO9v/svHMjMvd/Nf4tkC+Q2tiXeZ6VusLmCrHSIkjK3GCpuTJ2M4Uo/mHgcC1w/OK3Jb/Kr5vcUnsOgwtxfxK533l73P54wHJ4HgRYB9V5vv+zi3QVTXF5tKvQz29IDlMRLoaUj9CRND1JmbKO7juCcGt1VuJG204IrgefdnLaE2sYmd9mpH8g/h+hZY5X2cUSmImwMC6BZA+ab2HlNmN65VoTqzkn5d9jO+NfxeAS+LvIqpmGwuruS6Y59fx5Jx4fzz0+g20/HQtzi3Fn+B6dd7T9kFq1jBTxad5uBhss2pPBc4OWoZWsfCEGMsTPvE35G+iJXESqtDx8UmYHXjSxfUtDC2BL11iRjNJ2cSM3IsrLcZrz6OqBr7vUtCG8X2HhNGOYSRIiw5m5AH+df8UfWoL+0sPEDc70dQoSdHKqLUZX7osM87noP88VWcaTc0cF/g4F1L6ZJUoMWkw4m8joqS5KH49Y0zyaPUGmuPLSBqdjNUGAZWm5ElIPEpUScoYCNCIMKaMoWHS5neRVaKMEGjdOHhMK+Os9M/AwmFAbKXiTOH6NSr1kRMe2wvFZHEjXZlzMNQ4cbIUsMgaCzkr9ibutm6jbudoj6xBjehU5Aw1L0feOciC5DkU3CFiagupSC8RJUXNz1FzZgPpFyVCRG/mHOP1rOoeJ7a9iYJQQAYvWdWeDsgmqkuEBFEZY4y95GsH6Euex1D5cVyvymx1L/F4CwvUDXTRQo4KBWapU3hF4N1jRUtyHc3qQvKyiKElsdxCIOuiZzD1DI5bIWr20BZbw2hp41Fiko4zS1v6tADbV96JobdgOVN4wg2BwpNI6YbJbgepaC8/X3khs7bL7qKOL4O2ulOv8IS4Adcr84PCvSQivcgZH8+zydnX88DMDJXaIAgNKV12VG5HSgfbmeRfhn5Ee2wtbmINhhrnjhGPPw7H6Yxl+MSqKX65vw3/YcHqkyeRLmgJgbR9hKYisnogM6IIEAJZc5EVF+9AleqoSvbyGIzP4hcd/IqPkrCQtoc7ZlEe0hidTnH3WDcPjzuM+vfSpawix/5w5VjGli5ZA57L/4iPFWN8Y+QK9pV+zRzYWCIRQqUltpJOuYQxDSyjEJ6rwl79cRYUXktE0ZDSolQNgNyBa4PGfGKLlC6Fym7Smd6giuuVsJxZmhOr6VXW8Xz5Zjqigh/2dZO3dX43LPn04238Nv8NVCW0xREGqmKia3GkzFKp76dU3cu3d0W427oZkNTtaeKRwJhc17KBkr/08KWN71koSjRgdzmzgIqiRPH9ckCIwQuJAT7/OfkUcSXLVGELQig8qN0QrvrrJGNLqVlTeNhIv05n+nyerN5E3RonAP8P85rMZ7ij9J9HTbzHCkWJ4fsBVvgB/0j1fnlYZULiMq6M8+jzPfzPAZNr0n18LXcr86tOc+OjEBEWZC5kpPgE3171Ub42vJ09uZtDUV+Vh41phNBeEfkgFVvO5dFr+WP5Fy97G6806vY0qzLX8kT+h2hqgmxsMTVnlrR5GhOlZ4P3+AQdAiEiqEqEwepjoY3aSw+Jy9eHvvayxJBfeghaU6dSrA1hORMoSpS3Zd/OL/O/pFQNnjfLGWdx9mqenZFMFgOssuuVeUY+hqql8Nwiqpaiah1sbHNOC63ojxFRVzcYsRPFjYxLh/PTH+XNPSmaDI8P7b6Z57aexK78b8NfBzprqpoko/WSyfZysPjwEXN1gLO7Nf/vR1XbPK94QueKgJkZzC+G1hqIdIds89745QzUH2lAZvqzl6MTYaB4D7rehO3MhElj8G5sKv2CxenLUNF4tvgrPK9CzZ5hdeK1AStcaCBdpkqbIfQydWSALRYiOI4DuTuZ6zjkqvv4uwP/g+NOk02s5TH3DvLl7fPOmfC7ari4UEJrLYnt5hFC40LzGu4s/xiAn0z/mDmyhZQ2rYlVvCV9IV8f/Ec8Jcqg/dTLb6e6Xp2IkiYh2pB49KunEPjDOQgUHLeCInT21B7AcgpMVJ4nYmQ5Tb+KluhyMvqCwCaqPoTjVxl3d1CxJymIGTY0Bwwjz7dp0ZagS5NWMxDh21L5AxKfqN5Ed+rMF9SlipltbGc348w0NO32iX1MyH3YzjRx0UKuNhCyGBfRrZ7EAecpZpVxdovn6fT70EUUQ0bp95eRU2Z4wruPuqjgC59BZRfjznZqWKio9MoV1OxpStU9f4KX2GM0/xAAM/4gpkhgyRKPuxupWpMsiJ3BtL2buiwSF80sUDcQ11rp9PuCtrVfYLa6m/HKc+Sr+xFCwfGqRPQsn+p+J5v8B/jkAwvI1+baNkH751zzWmy3hJAKWb+ZmIwh8YgazSRlMy3xFcQjnYEjhJwmL8bZzNOMKvsYd3eEFml/uhDCwAmNhquiiCo0+pLnYWhJfN+hbs+SjvTi+y5j5WdQhHYYaB0IJmVUDCWOosbCF0ZnU+EnOG4RISIkor28vfWLXJV6NxVrkn/bKXnfjhu4I/81bGcyFHENyuC6mmKuxShQqNljPD5T5B29TWEC5yClE5gfh8lk3RrnQ+2n8qMVV1GsD3Hz7Ff4ff7fuKO6iX/Z0sLDUyVuGc5w44OL2fx8B1qzhjAUvMEC3t7ZQAuuZqN0plGao5T3Qm7AYN9IM7geaApqazR4c32YeELjCzcu5Z49vdw20szfDPyY28s/4s2pK/jB2jQbz7uAb676FInoYl7TleAPkxMkY0v5+yWfxaYaTnZeUPXS0uhahpIzypQyREI00xZbTXv6TNLxZehKFMv3+OBSn4vSn0RREmQSa4gYbSEVvoOI0RWKZ6ZoTW2g6k2TMDrJRhdxWvJ6HL/G9uptNMeX0xfzOPWCCVK6w48nv8vNs/8UiPaGmDohFDpia9HVOFE9G7YKJTfO/BP58lYUJUY2sYLP91xHMrYI1ys39LB8vxYww/w6pepehGKwOHsVi9OXYeodGHpAnDk1dT3fXvVJ/q73FIatZ1AUA11N0BM7ndbUaWhqhqo1ESjM4yEUA1uW6Ymdjgjb+qdm3sPHl0tiZvuLeNJV/m7xZ/nVhs/zzSVX02+ceZz3Iag2ZBJrWCb6ePOW3/Obwi+4pL3GdW1/ySENukMVaSnrDObuwPVK/OJgif3F++Zt0aNuj56AgHRsTbv5nwthkDDa+bPFgezBnGbb/+uQss623C8ahKqp4tOUa/sYKz6J6xVCiMDcuQjm+46CIBntIx7p5HO973lFYsb/2wmcEEb4LqXxpBOa1ktSsUV8aFn+KMbiaHUTP5/+T+bGIt+3qDpTLEieQ9TsbujUZRNruSj9yUZFtu7meV23zVnpPweC66trWT6zLMLFXVN8c6BAsboPHz/UWTxEKJPSZX/+TgZyt5GK9XNW+mjP4BOzp484ZzRSseWH4RuDRZyLlBb58g62Fm6kUj/QaNEO5u9h3NqCqkToT5zPpelP4rh5XK9MIroYRTE4UHqIodrT+CEGWFMijPk7sZzx8JwCqZKo0Y6ULmPFJ2mKL+e81IfCozh0PK9JfoBy7QAANXuafGU3Eg9FiWHobQ0Jlzk3G0UxsN1ZNDXZuGYKglNibwow6G4xkEoJY7qyk4cLY0SMdjQ1hqZGOSV6zXGv2QuCuRKimboskmOMUXYRUVNYToGiPUwmEmCpHK9CzAxsTLrVkyhRJSVbKbvjVOxJdC3OD5dfyBsSgVH5lLObv9//PTQlQlTPUpEzTMn9ZGUbmehC2uNrKVtjQcWPGGbDGP7YoQqdiIwzyzCWU2AwdxcxmSSptJFNrmHC2kZP7HQ0NUOnuY4dpT9QqOxgIH8n4+Vn2S+ep+iNkpJJBsR2RpzNVKxJhqyNFOQ4VW+GPu0UCsoMdVFjgGde0AboRJGOrzxKcX669Cy2XyZCgrjSwlj5GdLRPnL+EJ3GSUREirTfzLD3HBV3ipwyw5jcEQqnBoB8168ihIqmRLCcAl8Z/BbTpc3clP8+tjvHqpG4bp6IopEx+ykpOeIYOLjoIhaAZd2N5GoDVOojlOtDFOpDTNd3kRYdTFV3NMCff7pQ0dQUhhJnwtmJgkJMbaHN78HzLUohCLRsTxD4mzbjeEWaE6uDMnujdSQp1oeYLG4MgNjh4CGlQ1tqPf+w9PNc3/xWehIq2/x91Owx7ix8LVzRSXStBV1rIW62EzPbkPi0JU/G0JKBHZS08ZGc1lQkGe3D1FsDD8B5g/ny7DV8/NW7iakedXuaYGUWGLJvr81gCA3bh7TuMV6PIF2JX3bxci5eIUjSpO2CroGmEu3w0XWfpf1TUKk1CAxaq0l9bx1V81mckFyydIjLOnK0x9ZiO5P8dPaXfGGzyqPjrfx+qEZMb2FtukZFKbLcuJBzW8p8pP30RvtJSjtoHRBUtvPOQXx8Cs4wnrTo106nbI1xf+1XfHlXnQ4jRn/6Vfxy9au5KvEukD66FkcIhVR8KRIf17fw8VGEQkSkOTvTyoXGVayJvYYzlQs4tXUGfMnaZeO8Pv0BQISSMQ6SoO1wsPgwca2VmNpCzOxsJHIQTKKeb9ER8QNx6sxF/OvKv+GkzDsBGTDUhIIQOr5fY7D0MDPuAKpiYjlTuF4VDY2bh2p8bWiAqj3F91d/iEx0EWP1zTh+rZHAz7FkpW8zmn+YnHsAU88QM3tQpcZf7MpRtY4mBxwZimKyOO5yfv8oV63dzyXphUGLaF5TRFFifHnZ5/n6ik/w4bZreMp/jGJ1F5X6AT6yezc110cJCVrHHsI9Hi58u4GVnXvHjnznDv1/4EW5LHvtCVQBAhzeaP4h3r/7iXmEnhdmxQbtLeOov/2pRYF9v4oQJsv9VTQl17E4ezVNyXW0JNeRjC1F+nUUJcpC40xKtSH+fezGE0o3/P8ZEaMLVU0g8fD8OrOlLcxVgur2LLeOZNHVeAMjB4QM6rm5MqjsZIw+3pBaz/vbr2/c23x5Ow+U/iusyMqA1GfYvK0n2JZA43MLPszlFx2kq6fAxxalWZt+G69OruIL/Z9tJO8Xpj9Jc2I1ge1ikrqdY4t9Bye6r8fCbM5/FjozZ7NBfzVz73jU7CFj9rMmeQ2KEidm9jDnDzxnYt+cWMN6/Up86ZLzBnnWvx8pPaRvB10EGTi39EZPQ1FjKEoC2y02KpYAS7NvQOKFWF+bZLQPReg8Xjmy4iy5u3oDc0md7eaDhZ/WjJQ+UaM50CwN8bKqmkCgIISB65Xw/Sq+X+P28o/YXL8VgUrMbEcoRmMMcJxZttfu4i/63hfOdRU2Vm86/jU97icE8gDdfhcudWp+DgUdXwYDZsJoRxMmM+VtgSyDVyOutQZCuPIZ6qKCECrd0VMw1SSPzZgkdIW6k2ONehELE+fTHl9LXGsjLpppVvrY5z6J7Vcoe5Ooihng2/wemqJLjnOEgv7slShCo18Ex9kaXcnrsp+lKkrYVDlHuxxNjTJW34wQGgPFexol3zkLm9H8Q1hukRHlAKZI8ObUG0iYHfi+yyniNJaLs6iJCuvUJTjYzFRemUl0zZ5hYfLCI/4qmS1tZsjayGR9O0uTl6KLGF44EW7QlrPXe5w2bTm92nokPpqIEDWaMfUmHGcW36vSq60nFeklZraRjPQQj/QGg7lQGtYtEslDzm0kRCBtoAqFJhEnK7uQ0mWBth7fd1HDF87QklydfCs7C3+gah0ME9iXygQ7dmhaE03Jkzgj/naSage+dJjx9lNyx9npPYyppUhG+0hG+6jZMyTMDsr1ESJ6KzPlbfSnLz6MrXa4srXKeakPoihxJoub+Nu9X+NbQ1/ia4P/xs7cr+e1g1UMvY1MbCFCKJTrI9hOCcfNU7bHqNu5xhYfq/yMy5+5n3J9iJb4St7S/BF6Mhc3tjPh7OQ39y+i7KosylwOQFtqPStEP4uNpsDRJF/n5PYpMrrDg7d1gCcxz+nCOKUVmasjp8ugKIiogd5pEm1yiHVLvC1jyIqN9CXulEVkdZymlQ5b87BvrInVZ07zvtZTUZQYpeoA9xW+wVMzCk95dzFZfJLXbPopQ9ZGtlb/yFA1ynUrDqLrTSEJxKAjfRaZ6EJMLRWKHkOXfhIdygrqoozr1XG8Crvk4zzpbiVCglP6xmmOqLSlT+Omtdfw5cXvRhE6rjtLoTpAoTrAWOEJ9ufv5odTv+Jdi+DvljZxZY9GPGJT3KdRmokw6haZ04qbY0NqaoJ4pJOyO0FMZNDVOD2pcwEaE1KhsoMPbvkKxeoAb8+eysfeMsCbWhcCAkPLoCqxBgZyLs6MXIOmpYkYzWxINnF34RvsyP8GTYnwfw5uYrzwOOXaPkw1ySNnv49PL/g4pt4+7/gks5Xd2G6RDZGr2ec/yTP5H9CfetU8SYZjh+/X+NDuG3nbvVmqRYMvvWY3m857I1dlP9M4p/OTH+DdJx3gvRfsYVfBaVTqQbIv93tunv3KPGHtoG1zVAgNIZTGxKBrWeZXp5qSJ6GqKUy9FSFMPL9Kzht8UaK3o/mH8P0y6WjfvGRyLtTGfjStCVPvwDTaeFXqI7QkN5CILiYRXUxf9jLe1f4XvJgk8MWH4PL0x3jc+QOOVyEr26jZ08yUt+P7LhGzAyl9Nud/iu+XKVR2/C8Qs15+zCct2G4e1y2ga83EI92o6pwMj6Ruj/F3e76Mppj889KPNBJkX7oNiAP4RIxgTryyq8rvShuDCpASQ9MyxMzOxv5K1T28c/su7h11EGhckv4Ef//Rgxjr20mcneLN149xy9k6ZzS7XNOTZ33sWq7IfI5WLcZsOBemYv1IvFCE+fhzwzGrl0JrVKLGCk/wQOEbcx/g+y4jhYfZXrkVQ0vROo9YIaUdWGtWdvJU7UY8r8xUcSOzld0IBL2Zi4iYHbheAcuZYn/5IQRKqHzhc6hiWcGSZQy9FSN0gShW9zNT2Ynj5o5SQ6hawwg0Mok1dKXOakAoktE+ipU9IF3OTr2PeKSf5vjyoEPg1zkkEyKxncmQrWoFnQKhETW7g/FDBFCPHXmPqjVFqTpAa3z1ca/pCZO4mj3DAWU/ZXuC2couxkpPU7JGiBktaESYqDyPqTdh6oFNU946gE2VNnUZRX+MfrEBDR1TJPnRzN38dPa3tCXW4OERkQlK7jgaJho6S0UvpfowETUTtPmEQs4ZZEwZJFcfOOrYAgPjBdT9IhElTcGvExcttMhuBuUkliwza+1jk3yc8/UrSJndOG4uFOs86inC822mrJ3omPxi9ucYSoLlkYvZS+B40OF3k3dsDBlp0K7nh6Y1sSL7Zk68ulTpzryKU2JvYp2yjKjZQ2vqtHmrE0mxuotybYAd+VtwZJVVynm4WDziPEFK72LYeoaimKIoJyk742SMPt7b9l6+v/aLxKN97KrcyWx1D6rQWKydgaoYbEgE7Kn5k9kCbT01ilRlnqq0qUuXKfazNHUFI94WsrElnB5/K0IE1l4fXlalJ3U28yfDVx4q2dhiNGHyVPWXDJUfx5cuUSXbIBWUrTGq1gSVsMqRrw6Qji3izlOvIRHpxcdD1w6t7hRF4zN9f0V/9ko0LU2XkaAjtSGoooUT39EDt4/jFtGVaMAC9orUrBFakuuIaOnQ/SMYZFx3llz5eXy/Sr5+gM+tLnCGejoB3sqkak3yzs1f4x1bfso6sYpV2bcRVbK8sU9g+T6f6OukKOvcM9SJIiQVV6N20Kf+0CgiZoCp4o5ZyEIF0nFE2sTs0ZEu7HkggbW3hj9dR2iBXInWn+TVXQ7ZaFB1eXrK5tWpj3Jx+hOAwmlNPj3aOhQlhuPMUqruoW5P8MS0wuhsinWxNwRsbSVCq1hIVM0yU94R2Ni5e4nKGCYRbGpEjWZUxaBLWUXJG2dv+V6uv6uTu6vPB6LQts716wdo1QNpCl1N4HkVdC3DksyVXJN6E+taZ3j1O6d47ZIhuq/SiHc4bBxt5x29Ga7OfpHr2v6Ki9OfpjV1GpnYQirWBK4XyBW16Etooof29FkNhrKqpoKKhXT56eyjfP+mRXxr4k6CyW4C1yuEDhMB6L9YO8gDpe/jurNU6iP8PHcTgQp+N6dG38hgbs5rWLCIDWw4Z4LNs1WWJC4GVJKxpUSMLr66/FPEzU4WGElK9VFAMFJ5mjc2faSRjM0HkR8KSam6hweL/8kb749THDfp7s6zJGUGrHLgyfpNfOnJPh7YuIBN/uYjfj/n1zg/DjEUFSWoNKhKBE1NkIwtRlESuG5+3u8klfo4ppZFCAVFMViYuZxqo3L84sJyi4dNygKNv13yV5yf/jgAF8T/jKjZQt0e4/7it1mvvIqM2Y8QCio6N+b/+yXt74VDcmfhmxSru6nUx/CReL5NYOk2QkRvYmHmUuKR/j/hPl98LMhcRiq2/JgtXFPvIBPtR1ESZONLG21LVTFoMhfzlqaPsTD76vDbwWJikTg1UBaVHusy1x/B2leo2xOM5h/l9Zt/hyNrRIwWFqevQFfj1J1co/KuqRk+130KqhC0p8/kF5dNoiztQOYq+DM1vBmLB4bb+c5AmWuf38kgW1iSjDDj1hoJzGzpuZePL5T1ecSS+SlJ4JEqpY3tTFK3RxkuPsai7FV0pM/F0NtYH3ltkAAZLcQjvQhh4vtlJB62rGI5sxh6K4oSRdfirElew2j+YaR0G/O1EDoH83cdVZVNRntIxhaRjPYRM/vmJXOBJFOlPs5MLUhiXa9MuR5oxcUivWx176VqjZGv7gfpkowtZkPmvWQTa8NtqICCqafpypyH5xVxvArxSGdgr+kWud++L5gf1SQT5SPHgUMhpJTHfYsiRg/Z2BKalF4GKg+iqVHKtQE0NY0vbTLxZWjCJKKkMUUCFY0aRVIyqMhl/VY84ZKWSWZEnjG5g35OJqdMkfabmVKGmLH2UKruRVHiRI1WDC3oG5dqB2lJrKHiTBDRMoexpFQ1RWfyNNKig0lvN1m1jza/iwHxHG0sYZK9VJwpdCXKAnUDw/4Wqs40NXsK36+HZViNiNlx2IMXMbrojp/GjLOPZn0xJW+cHuUkRuVOFrKOFFH2KwfYnTu6tNmfvZKfrlzBpU//T4hdOHo1IkSETHwZSa2Dmfoe6s4MzfGVTJe3HXNFaOhtmHqaM/XX8XDtBlTFZHnkYuqiwvbcrwkmnz6eOvc1dHUUWPy7LdTs6cCDVU+S0roCTJLWwXDpCVLRBRRrB3HdAiuy1+LhYlNlqrqDbHQR5+lnc2v5l1hOAYmPqaWx3AIRPcvHO6/j6yM/omaNHfPcXk7MTTZN8aVMlTbj+1ZQHk+uxfJKVK0JfK/aAKAHVk0+Utq0JNdRqA0iUBpAbYFGKr6Uz3e/iZUpm0/ve57h4mOBRMoLss8CcL8ITYlTseX89YK38LPx/Wwt/CoE/R5+3prWxPr4m3i2/CsysUWcql7MPeUfhtgTlWubP8/KjM4fZgZ5T9cC/u/QH1ivXISGwvfPn6X95DpKXMOdsNn3fBPLLy0jbZ/yHp/U6VGEoeIXLEREZfJ+j8l8kuUnTyMMgTMLsZPjSMcj95jL0wc6iager974C/5l6fsZKAv+/eA/sih7JcPlJ3HcfKPyqCgxlqWvIuu3srl+K9c1v4ufz/yYujWOobcghBJK2gRCk6uilzHgPY3tlqjbM7yj9aOM1Go8Zt1M3ZkJ5Vp0FmQuYrG/krwoURZ51oilPOY9jCIUKs4Ub0m/kW/9+X6UlI61u0bktCyoKt6BPHiSqc06o7MpRqox+pNlNMXnVU8/jScdOrXVeDgM1zchZQDh8EPK/9z7JtCIR/vCakAwOEtpNZxXgmTOaziY9GWvoFn28Fzxf2iKr2C6tPmwe6xrLXxlaYCJ+ZuBQM1fUzN4fpX3dX6BH098E4Du1Jmh1hR8Z9XHmbYU/mr3P4RbkaTjKylW99GeOp1cdW/jec0m1vKNxa/lSwd3sDd/6yF2G8GqXOJhOfnDxoZ4ZCH90bPZnvtVCCxPNZT1NTVDItpDuT6KoSapWSPEo324Xu048A+VluQ61ioXsFU+FqrZv/iYk0eaj3lanL2akjcebutoR4jW1GkUaoGDT7k29JLwUi895hbUoWdoOOZ/qvs9fOXA/ytSwqFYl7me93Yv4PsjB9hXe6jhDhE1e3hr9s+4YfZHuH4dzy0eNl7Nb0Uf6h4IejIXMVnZgu3MsCh7JaOVTeF9FsQj/dTsCXy/iql3cNPJ1/OXe0bZUf7jYWoKAo0P9/wFV3TaZAyboWqUt/6tA80p3Ad2UR3wGTjQzDmP3zJvrhQ0QLkhOeKVJuMnZ97Drtpdh83HihIjorc2rpMQBq3J9ZSt8bDNbKMIjYjRRKl2sDG3K0qMntS5jJWfwfXKrE2/BUvUSPvN/PPqKBc98T18v0JTch11O9fY/scX/C2/LtzHeOGRQMLFaJ4HkfBDF5ND5/mWlr/klsIPQrZpgpo1jBAGmfgKVKEhhMp0aUvjGZ8jNAX/juL7FRQljqIYuO4sihIjZnay2riMHc59nKRfyqp4lp9OfZ/OxAb2z/7+mNfuhJW4ABfkYcgomhpFERrLstfSnlyPqTfRoi3Blw51v4BNlWl3LynZykFnI+PWFiaUQUxpUsemSaaR0qcuqtRlEUc4DBcfC8u/QXUkqmdZoK2nRV/CR7o/zsniLDQlipRe+CCrnJb+IItSl7BMriXjZzlJnEtFzlAVVbrlSk4yO4mKLKpisla5gLOTnbSqS7g89mYSke6GdouqJlgbee1h51u3RxmrPkfdnmXG2UdG7UWXOk1KLzVRo0wdjWNbvkxWt/Ht3RFa4iuJmp1H4FwE8chC2lLr6dJPwsejK7qedGwRZWs8XA0HoNv5YTuTxPV2NstHWBq7GFUx2Fa5lX7Zi6m3kk2spWoNc+NgC5+4p59S7SCrYleSjS5iqXoOpkhQdwuo4TG/r+V1fLLno4DH/vJDjFtbAg081aDsjPOQ8zBxo41sbDG6GqNmT+C6Bcq1fXx54O/DSf5wdfmXGwKNqNGKqhjU3XyId4qCCCQc6naO0xPv5IL0R4kYnZyZei+LU5cR0ZsRwqBYG8L1ygHtvrFRhbjeyl/v+Rfes/NWhouP4XqFFykfECiJn5p+L7rWQrG6m+9MbGRr4cYQD3V04uq6BTYWf4Ln1zldvYSvn1bibc2BnEnU7KTJ1PjHgX9hpd7DimSd97e8jv5YjE+vELSvrePO+AhNwViVZuX1CrLm4eVcqgWT4hN1/KmA6OHnbYSAiWoUNaVSOahidAikL5G2T6LXZVfZ5M7xOC3xlfzTyP38pvgo4HOw9GgoPxEkJQKNk1NvZ3fhNh4vfIeqNcwfqw+SMDtRtRQSHyEUIloGKX1aossZkoEPZNpcQNRsZaRWY6N3N6aexg9xRlI6DObuZlYUGJHbOFVbTsmzMUSMqjvL6dqVvLWvijPpMnC7jlsT1DflKNw9y+Z7mtj3WJLm5RZR3eXJWYMbDjRx71gzhpKgUB2gzAweLm2RVTRHlqIIjab48lC0O7g3QTvnQOP6C6HRk7mIUxJvY1XyajKJlQQVOSvQXyNLVEaQ0mW69MxR99hxp/nMji/z+d3/jqEnESKC6wXJ8A/H/5U1yWtwvTyDuTsasgq3DjtE1MO1114Tu4ZPL/gid5+ylk/3fuCwfewqqezN/R5NTbE0ew2npT9INrmGqjVIzRpuJHCqmkJTg3vSL7sJ7OtU0rFFtKVOb2xPERquWwgSTi1DpTZ4zAROoLE4exUxtYUHSv91wgQuGVt6zOrRfDeYuXh9ah1vTl827/wPn9zz1f1I6aOrcU5k6v2niUMLL4HGmszbqFvj/OvQ9/6fJ3AAu2v3snFakmMUTY0ECXn2Sk6OXM1d9UcDo3sIQf1q45rPAeQP+akG1oyjxcexnUl0Lctw+cnw90FCVanvD5OOQAz65iGdg87Go+SwhBLhmdIsn9m7D8dXeNPbRiAZg0otgHk0S9ZcMMt/r34nTcmTQ7hA4GYz10o/Uqz3xcXRRJoj5XMieiupSG/jv6X0SKvdVK1hOmPrcb0ydXuUmjXNBYn3hglcAkUYDBcfCX9TZ3P+p+zM3cim8g381TabiN4MKJRqw/MM7uHpwgwToYi2L91GAuf7tdDX+fBn+WlvCzGzjX9c+nHWRF4DIaM2X96OqabRlSiqGmtU5H2/ikCgqvHwvZZk4ks4I/52AlxqAkNLUlaK2G6JSWWUn059H0NPco5+tLRQ40qeqBKXjq+m2qhe+SSivaSMHmZre3DcMstSr2bS3YWpppmu7AgGdenSHlnDWPU5umOnMG5tIa63I/FoE0uYYZB8bTDQTDlqchWYejvxSAfXJl/LHyr3Y3lFqtYkmdhCTJEkTTt7a/eTjvTjSQspPZYrZxPDZId4jl65gkllGEfWSIpWUn4GHY294lnytcGQYn3IG+1YE7yutWDqaWy3REt8BbqIUfcLgZq/NXbcsvGcd1tLcj0prZvh8pPYzhS61kxTfClppZvB8iOBgLDM0CKbedr5I+3mavYX7yNmtoc+aYcGRoEGQsPQMuhaHNerBYxN6TZK4opi4vs1YuYCmqJLaKaH3bV7aYoupeblUIWO5RYbvqCHD9jBixQzF2C7BbpTZ+JJh7qXI6a2MFo+9OLrWgvtiXWMlza9oOzLsa+NR1vqVErWSOBVarShixg+DgvlWs5paqLkSGqu5Nn6EEvULrrjOhXH5282jPHjXd3sKng87w7Q63ezmSco1odQFA1VMShUdhy2T0WJkYkvmwcKfuGIGF2Bi4FQCOzOjvQPnLtmARHikMyJ4DWZz/HF1Q4f3jbNiLeFs9TL+GP+XxFCZ1Hmct7Tuo5pCxYmJO86bR/T4wm6lhUx+iOIpMnYH2z2z2R4aCrJOS1lzr1mFmkHid3Ojc2MVmJMWTpNhstlVwyhZg3QFCrP1jjplhmma7t4bfI6fjX95fCazxk31xv3ABlIicxJrhy6PxGyiUCY11DjWF4JgUKHeRIJmWGCfUyUN3NK/C3o6DxR/mmjwqkoCSJ6sBgw1STTpc2o87TTpHRpS27gQ20XcVq2zhOzET645iAHprM8NZvgv8Z20ey3cUlrE09P13lGPkbNnWk8r0s5jaeqv8Tz6/heFUNvIWa2UaodPOZz+NrsF/ibk+q8ecsezlBP5kHnId7VdBEXtNa5bvttFCp7eUvLZ/hN7r+Oy9acq37EI704boUHz3wL/2eLwf2Vn2G7s5yZej9nZprZlC/wRPWGxrVcmr2GGXeA2dJzjW3FIwv5w/prOO81k/zqpl7e8dyXESLCwsylnKWv5abcD/lM7wf43Ll7iXZKfnDrEj6x89+PkCs52mcyuL9+KO9iETN7iBnNofm6AtKlL3vZPHmEQ5FNrMX1a6Gh96HP5o+Jc/9enL0aD4cDudsOO57DHTSC6MlcjCOrTBQeP+zvSsNbWWDoraQiPeRrB5izFPx/ERenP839pe/9/4aDOynzTv54nk6quc57ft/HY97DnKOdx+3l/wnJga28OnYNv5z6Mqdm3scb2jr5691fnsfUDK51PLKQ5shSDubv5uL0pxhXJtiWm+9ucHQEUl0FjlUxU5QEn+v7NJ865QBNqz3UjhiivxV5YIr6thJ6i0p5n2TTni5+sNfgrvqtqEJjprz1JchMHc+nN4hMYg2l2sHDngUhDHQtc8Q4FcyxPZmLGCk8iqpE0LUEnm+H3zt2VfCQWLjB5ck/52H7FtrMVaxhJQ/Yvztq7gi06Q51fpTQV/rQuchwezFWpt/A9vyNh1VJuzLnUXVnyZd3NGRKlmXfyKe6V7BxBn409pWjcg9VTSFlgEVPRLpo1ZcxWn8W33fpiK1l3+wtx7x2J9SJK1X3EY/2UbUmiBhNRLQMllfA8aosSJ3HiP0cqmKySm5gUyRHVutjvPY8OXeQztjJxGWGXvNUAFwcZuQgudoANWvkmBc66IGPEzVbuL36GFVninJ9BEVoOH6NfH0/OT1JKtJLXGkmK9s44G1iWNlLn7+ckjPKhBFjuPwkUvo0JV7HVucuatYUbcm12F4pLGNWw70du0LjuNO4XhEpbSpOMwv0U+liMTl1iry3/5i/gUB00/UKzJSeJ6fupTm+kljiVKbru4gqWWyqpKN9lP1J2ujhoHIAX7rMuAOkYv2sVM5l3BziYOnRxuQicSFknnZGNpB3DlKo7CYe6W3ouc35T/bETmO0/ixj9tMYWgqBQkRNERVZ6kqCnD137PMfdBlIB5gdzLg5DubuoStzXuOc2hJryNcGUVWDSn2MmMiyOnk1m/M/OdGjE+xFGCzIXMRg7m4A0vFl/HXvZXxj9DmmrJ1oIkILffzbyiznXj6OdGapDsHf3L+YfYVH2O4U0MoRLCfP5GMfwfarPOXdRVxr5U19ixkc6mLceoSL0p9iVBk56kX0/Sq96jrOylzGH/P/8oLHC0E1Nmr28I1lf8aXhzeGGKngmgWt1kPefwHOyA8/VZHA70aSXNWUZG+hl3PbVW4rqEhZZ1/uVv46fycXpT7M5zbMEOsXLFhUxZ0G6UqEqdO2ocyuO1XGapKI6uFOWUgXfn3PIn4/7NMW1ViWgtetG8LN+ajNApGJsXlXhrK3g6o1yG/9H5GOr6RQ2YGUFvPNwlUlhi9tTC1Df/xcduZ+3fhMSotyfZSY2YYQKs3mUlxp0ef3MaKMcpI8FTtWxsdnSAls6QKTeRvfr/GG9DtY26Ty1ZFbCVqbCqlYP7nyzpBt6vHlA98jOtbCu5qu4ec7F3Dj+Bg5McD+wr2oSoSNVQ1DT4b3IYeUPlVrgmgqS1NsGedp53Nb5Qaq9QCnqigGeEGy8cbmzzPjBs4Q1y8SWJ7CSOkpfiMfw/VK/ASPe3Kr8XyLdHwJX1xT4InnTm8kJkGL1WrcWyk9NmTezT8sa+K67bdx53iaNy7wOav2AW6Y3snztdvY4L2DaWWSLy3+cyZqcFdhPw7WYUQYgEr9AD/bHyV9d4ahmsbq7HVcGF/EX512ENcd43Uj7+bK03aDL/AqkgfHvQYm6lB4RyVwh9jXweRRtYbnGbgHk+bFkQ20LzqVLw/8A3OtL1NvR+JTqu7F1NtxvGJYJdDQ9SaiRnPw/ITm4kv8pTxq3xI85WoyaJ8jwit1eMtyOH9I+HYu2Sg4Qwihki9vZQ7UPe1MIYROe+p08rWBV8T2f7FxX/Fbf3Jty5cSa40FdL8xT/4Om76kzs2Dj/AbHm1ARUq1QW62v4+ixBmSW7llMkC/rci+iZhM8Uz+BwBU60NUrRE0LctX1zu8/rkpjvTWPFJfNXD/SDQS2EDCJsb72j/CeM3hry/bTXR5BL8Ygv33TmDtqFCb1RCKi2YIzjxphJ5kmuX7X8/zszZ7MivZV7kfy54M51I1fC6ONa8eO3n0/TKKEuPri6/mkUnBD8e+FBKttLAw0XZYEpeKLaZmzzCcvxdNa6IlvopC/UBQ2aWjAa1IRBcHcBy/1oBVgERXm7in8t+4XpWIeTq/z/8bc44VihJH+nP4PJ9sbAmzlZ0hnvpQ1TgZWxJgLv0yr0r+OeNMHEaS07Q0i+TJbHJuJtB+C66pgsIbVhzk1TWdJx57CzWK7M/fOQ9GoeD5NXy/iq4sJuu34kZW4UqLuMwc97k6YRKXTqxAEwZ1J4caanJ50mV58tVUyNFiLKPsT5JUDVynhqWWg+qKEqPFD5TIPRwUFAyi7C3e8aJWQeXaMPFkKzV7hs7UaVygn81DzhNYagFdjTNT2UXVmMYygm01yx62+w9jqinGq88TM9solHdSFFPoapyyP8hkeSuGmqTq5l5g72GEbddCZQeR9Plc0dbMT6YPntDo3dSzmHo2kFpAYbayCz+2CEVoVL0ZomoWV1rkiluZ0XbRlliDpkYxlASmkuC52h8RQqE7efpRq2fPqzBaDszaW5LryFX3MRj63wmh05JYzZSzm7S5oGHRVXYnWK6eR50qA4U7SUSD0nTE6ETK4CGdqezE8+tMhyxjVU1QCAUhq/YMNXuMdHwZca0V33fZW7gDRQS2PIEd19GDYiaxhro9ixAKll8mk1iJJgwq9iR/c+AmfOnSaq6g4k+ztfLb/4+6/w6w4yrv//HXmXrv3L69arXqXZZ7LxgbMBhjjOm9BAiEFEogCUm+JKTREkoCCc3UGEwx7r3bsmTJKlaXdrWr7e32Mv33x8y92lXDJvzy+Xyef2zt3p2ZO3PmnOc8z7vws+GP0PRYhqXLZjkw2MZjxaOUa6NoShrLKeB5Ze7MfgkhaXhelSw+H8g/0Tj3I4VvnHZy3l34OcPG6djNpwqZqjnOrqzg831n8+7ilrASKSGkCAJvQSsmFVtFvrwPSTZ4sPx97snniEf7qJrT3DZXwfctIloXdmhdtoct3DdwBW/sPIJdkdCS4JcdcF2kuMoFG0cYqSxl7aopnLzPxNEktw7ZPFb7ObXcLK8p/yE353RiSyyEKuPnKkyZcQy5mTmgNbaWTeJc7qwcCapu8+5LLNJJvryfmlWlI9rFRHwdudIeono3pj2HrqYw7RwldwxhSKTlXra5D+E6JimliZI5zpC+A8+xiUU6KVQGUeR4uFuFWRNmS3sBgePmyZYCRw9VyVC155AlnULlKN+2b6HHOI9xaye2E7AhXa+CkON4nkNC70aVY+TKB/G8CuOl7Xx77fu4atEY7598A7cMaPxk+vPUmZDJWOCPODWX4DPbE3zo4P1IQg1bwwrgMV3cTVEdo9s4h/HaTt79fIWx8nGJgZOxWS4j3m5uH7mWfPkwv5we4spkH18bOY6l+sZIgHu72/sTbuxO8Cqpn13ZKplIK8/a35s3Tny+P/kv/Dzfy4fa38bPz0nSu/QQchSUlMyN5x3jiXt6+Iu9Zfq1Ju6r3hYq0S+MwA4rwOQpchzLriedwaYsWEDrG7Rg0fxZ/lY2Va5rHMPQFyHLGrnSHsDn2vi7uLBV5y8Pfg4fl9bYWtKii0L5ED4+69JvoeBXA6kGJGQpErRR8VmRuYkjhfvDavXJUbNnEdGVFCpHGppn9QV+Ufoa/qDtQr48/htMe+GcqiottMbXzGPl/n7i/2QCB4JzWySGbjX58FMdPFD8YmPzsTqj8PcDXw4kc0QAM5kqPM+0CDoIg6XHSUXrJBk57BJYqLLBe3eUOZZ7mONJUvD85xP40vF15MsHaYqtYLa0FzXc4Ltejb644LPnTRBdGcHNWpQHBIlIgMPVFmn8+IlFXDE3TWdvgZ9uXspdIw5x1WVNWqPbWsIqaRGH3TEOVh8KbaKqZOIbyIXJTz3mJ5X1cVDPBRQ5zn8ezfF8Nag01atrVbNEvnyQqN7TwGIHG/VAiiimtzNTegHHzRHRukL/3+A+9OsXc8R7nKo1SeD2EvzctAPB687kBezJ/rjR6YrpvVTmdQd932K2uIuGpeY82E6pMtj4nCGp6H6U45VGF1loPJX/9wXJrCKnOZi/m/c9+Idc0RFhqPbjEE4gsSRzPYPZexYk3XPlA0STGTawkaOMURDTpx1ZZ0ziStWgbeh6Nf5y6Uf57tQLZP2jKL5C2QsO6vo2j3v3EVWbKDvTXKW9mrJrU8YiKSKYmPi47Mz94EVik0IDXL+GKse4JnIJ33rPEX5+zwW8b88elkQuxY94BF6BHh4eLjZ6KIjYbZzDW5vX8feD/8pEZReeb6OrLbQZ6xgtbubFAjCjejcXRW7iofxX2FW5nSMTHbghKPF0UbUmG8QFxzex1CLF2hiWM8d1LZ/kvuod5Ep7ScaW06wtQ0FnmbyJS5pT3DL3KC3RlcTIYBO0Rmy3PK9d5zZ2JLOlGhG1FUNrRpb0wFHD94gqOmnRxTWxS9hTnWZX5XY8w2PCP9hohTfRQ1nPMVbehiYMIlqGTn0j4+ZOkloPppsnVz3KpbF38mTp+0hShELlKDVljvXR65mLTlDypshWjqBqbadsLedK+5AknZb4ekrWOLKk4QmPmjmB49bojJ+N45uN+3lr/na+/9QMXTvOIe3H2J37CbHIIlzPRJYiRLXWQPqjMogipxpjpB7zsSInhudVXpQ9WF0IuBTqCpUdn/vGRYPBFQjIHt+AqEoLrlchX94PiAYmCggB23UcnaBmTRKLLMJ2y5wtLmaiJvPEtl7SmkXNlTn//DG8vTl8x8f3Iaa41PIK6bMFgzuSePh8e/Vb+Pjgk+xgB/cfPYe3LD2C71bwLZ+zWue4ZOgCtmdS5NxjZEX1lAtWoRzgT4WI8L7+GCPV1/OZAy9QMyeQZINS9RiG3smyxMuJ+yl0TycrhmjWljDk76bNWEfWHCSp9dAtr2evPB36iUr8Ivcd5IKOEIGbQ9JYEbT8rVm6E+cznH8czysjhI7lFhkoPozrFAI6vW8iSTFse47W2FraWcpeM6iQyXISVYnxxJTE6y6o0m/mydmBdVQq2sdMaQ8RJc01D0iMe9uYKe0OwcNeWDUKrNY8r0TVsphRD5PSF7G3fOdpNcKC1l+VqcKz/MicQFeb2Jn7Abty8innsEfz/8YTpQTrEjcio/KZZa08PfMJvjvzcwqVIw1MU6l6hNvyz5Hfew77tqr8yTKD115/DDfr8J+HNJ7Nf4lnf8v8JEsaihwJ7MtOGsQK+PNlRzyKlQEe5+vU573jlbog7sx+icfMpeHC6jNT3ocS1wmsyyKsknvJOWZD9T+iZkhH+ynUjlHzC2dshbpuoVHJXrCgK028LHI+qxIWbyxfzzeLO6hX9HS1lUXxixmp/H7FxP9PhyKneHba4y+PPNB4Bt3pq7iuR/CPw3tDaRdBRG3GdPLoahOOW8EncNiYsidpT13Eh1qv4faZEXbkvktrdA078z9aMCY1tRXPs9CUFD5uY36uy0XhO+FmLU9X4nwsD2qmijNZYnhHgmSiRn6HR/p8CTyfnC3xtX1tGIfaeXoux5P5rwKCeHEJQkhcrt3Ipkgvg1aM6+Lv4K7iLRRrI+E8EIjLC6HSn3wZh7K/DARxlfSC6p2mJHi2WN/0CCRJo2qOkDCWk9H6iYtmDjh3NcZae+rCYFNWPRYy4BWksOMQi/RTrg2yO/fDkKmt4bkO9SSrPg4dvwbI+OG2x3KKodZlS6NQkzCWYjnF0DJrurHmNCc2IITMdGEr94RM93h0Ka5nUjXH2WDcwLbiD/G9488lojWzVL+USbJ8eXwfpWrg5CBJetDxyFxL3h4J3VWC9W2meoD9UQNNRM+oZ3jGJK4tsYGZ8n4kSeNbU89RcMaoWjMMyE8H7RKtBx+PmGhm2j5Ik9rPc942elmBKUxaJIMur4X9Yt+LTuDqIZCJ6W3cX3ucbU+czSOTEs2xFUx6wXnifpoDlQdYGrsK4ctERBJHBGXHZ2eqge2UlgkN3IuMuqXT7hhPdfZP9r6LtObz8Dw7pvxvSQYkoZFQOig6EySVLnqj53G4cD++b7PF2UVK7aGojBBR0mTtIXQ5iS95PDhbo1n00e13sN17nOniTtqSm+gQKxiwnj4Jt+J7FjG9jZjcyqx5KHAvECoJpYMqBX6W/SG2W+aC2FupiAqdrGZc3YeMiuHHyTNJR+ws8vYIhtrCUOlJLHsGQ20hVz2K51k8Xvw2HcmzGc9vIR1bgWnnGfS2IqOTrw7RFT+Xmlc4DT7QpSW+Htur0hnZSMxPUxEFCspwoEdlDaLLCTQ5TjK6iGJ1BNerMFx4gmEhkTCWULVmcd1S6AbgUa4dQ5bjIQ7Lbcg4aEryt7ZiTkxoTsRCChEhFunGsoPxISSNH01/PdzNnjpBdL0ai1NXc4m2gZ/MfO2ExSzQIJIkA1VO4ngVyrVhFqWvZmUqwvs2DPLkYDfLYlUUOTj+4e0ZujryxBb7XLNhCCXqM7NFZ3vOAKpUXcGbUldyy9xveHAcljzbxaquGUanU6xaO83HK1HuHFvHdG0tedOjLvZ5qu/s+zX+ZmgXGgEwObDbUpBlBUWOkPFa2WM/SKu+iqifocXrpIl2iiLHiPk0jlsjaqSIaJmwrVDBFRpe6L0ayGgcQUgaihynxe/GTp7HbOVAqE4uNdwVpLAtGCTIgtHcI4zySOO5RNQMihzlZ4Vf8ZFDV1C1FR6pBob1TXIfFX2GbOUIU842QAoraoJUbBVvSr2B/eUCj+e/Hnx/3yJb2k0q8yoMvS1s7y0cGSdu8s6P3MgN3Qn+5ujPQmPthZ9XlWauib+XA+IA7+1cRFT2uW3I4/PnTrBh/PX8etjlMfvOwHXEzjKUe5jvFp7E8yyuLXyKNU8m6V2a5YgzfdK5TwwfJ6wkaI37XG+LuU4BESbUnldBU5sbTP+KGYhkB21QmVR8FcXqcFCl9D0KlYMIoaLKSVbFXsGQvQ2ATYk38Yh1L6ZbJKo148oJDLWVsj0ZWPZhL7i+hLGcmNrOVHHHGTsujjPH9yc+z9HqH2NSDEankqIrfi6GSHOocO//Gk7ufys6EudwX/WORgKXiW/gC/0X8acDDzOZ34xARkgaqhIjoXdTqB07gVXv0ylWc2PvHF8ZewqQeU/LhXwbm9HcIw1mflBBdRqELyEilKojOG6eqp0lHV+D59v0xi9ilb+SjObz98+3s/RIJ7KAP3v9IXwHvIJP7ZjHVA1+XniQfHWIiBboygV6agnalBU8WPoBHeIsXM/i/uptdMXOYay8DdMtNTYGvm8xUHiQhLGcYmWgkcBJkoEsGcS0tpBRHpAkbHsufF89xopb8HyHd7b9CT+e+SauV2MqvzWcs4K1WVHSSJKCJEWpmKPUNzCeV0WRU8SifVyg3cARaT9VL0uvWMdzue/SIL0IvZG4ze+0Va1Z1sdfx6CzJUyKPXzf46vLXsnfHN3PNNsbePH69QNszX/rhKcvKFWPcoQgWfQ8C0NfRMUcwvMqDOceoiWxEfUkzcXAGEERGrnQIeJUccYkbrZ8kJjegWnnyVqDZLR+uuX1zDFCQrRypPgw3YnzqfkFMmofEeLowiCFwU72YLhGeJNeOgvJ821Wiot4wXmYm1/Yienm0eQ4i6QNHPNeYDFLmYj2UWIWmwqF2iiuZzJsPcxOAkByRE4y5xZIGiuDpOBFVuGEUPnR7E6K7gRRrRPLLVKzAsuSM4Xj5hgtbiEdXcyceYSyOd6YjIruBMvE+bTH+ng2/000tZVMvI8Z+zCzYgDf9zjG82hSjA2pN+EIh2aviZK+huXaFewq3nZcpBiH6cJ2nPhaIkqapNxF2ZtFCIlV/moK2igVC/Z7TxJXOoJky54jpXez336UlNrLTO0AESXFVOF5FDmOoqSx3DJGWPWKKs2owgA8FEmnP3oNOTFJhDgFcYyR4uZTtnzqMVXYgqo0066uChI4b4L2+Ebmqodw3Cq6nEAhQtUaIB7pChJaXPLVIZr15dhaD1Ol3cS0NnLVo8iSgY9Hc2JDUOYmYA15vnFagsqpQ0ZWkvNYWgLftylXh5CVJLragu97WPNYXPVWQL1CE/htOnyyeyOvXTbCr+5rpVQtEOwioySNJeRL+5GEhhAS7YmzeGv6Sh7NjWO5PlNzCa499yhqs4TcHsGdlDhSSNDTm2NiZ5RkUxUpCncd7uVvB7+LIkc5cmw90/bB4L5Jgsem43z3iMFz1hHuScTYcMEULXvKNLeXmRxLoO/8DLdMffmU+M+25AVEiDPnHQvxc/sb96PgVhhO7UWWdCRkVvsbKGNx2N/CbH4Pvu/QbZzDtH2QUsPKjRMIBjJGpJeu6Caqfp5t+VtIGkv5YMf7+e7MT4mp7cyU9+I4tRMWeynErxx32qhak8iyhuta/OPuNG9b7DRAzAeyv0QPk/wAj1psgP093+H1vTX+bn8wUStKOrS4yREhTkrtIceJSRzhuDreLn+s8O9sNbsbPo31uCT1UcalIUZLW9nFNnK1o3z84BPoSgrbLfPR4ts4tznLy3pNDs68kr5UgTc+67Cn9BsWJS5hIHsXf3vki/zzsXZ+VriZN3fqbC8Y884dJIi2M9MAWQuhkIj0zPNpDKoW6ehiSuZEsKBJUWr2NLaTQ1MSLNOvYJf5M3zfQ1EyyELjEuU67na/jI+DprahEFS3dTVFXkxjKE2sS36IZmHwXPF5QEJTm5GEQs3NUawcYnHmOkrOcQ9WQ+9DlxP0sZ5Zaf+Lgs0Eoq5B4uw6BSbKO+iKn9uoOsyvivy/HlGRYsaqY3YFb03fwKOTMJnf3Ogu+HhYdhFVioaCsgvZmzHf4HU7BihUDqCpbdzQk2WgeDE/VXZyaeydXNOe5C8Pfj7QTpQifGrRh3h0Jsf1nWnuHy9hSCqbmnUuaKpxwZIxHjkks3lGULJd7pic5cqmVpy8T3YkyguTLaxrn2GwaGO5ZVQlhiYFZCXbKVCzojRLbey3pzmWf7whv1GujXN96qOkNIWHzKcYzQUbMtctUq4Fm9tG41coOG5pHglGRpI0XDeozK/XXskz1W8iENxe+g39iSuZcwZCJnnQgbGdGrrasSCJCqyvPAy9FYBSbZSHqv8W/tZjRt6DQCCkOK2J9UFV2bRQlHQDCw8B5nl77tuh0oQUCJArTXxnoIaQpJBQOJ/lHODqZCmyYNze3PwZ9niD7M3+lLWZt5H2Muyy72sQ4xLGEvLVYZwTNi6eb7NavoLnq78idgZLvzNmV5aTo1Qbw3LyFCqDVL0sI85OXN9G9XUWJy6n6mVZ5K8K/Ed9nQ6vg6xfppV+SqKMikyn18eJdOLfFp5vo6PQrC5lqrSbufLBgNUqKthelWet24lKGYZzDzOe3xL4K2otZOJriGqdjV2oprbNa0u+uPB9i2OlZ5gp7cHHJaa3L5SyOEM4zhwzxe0UqwGVPhbpJ2Esx3QK7LEfJC/NEo8uoTW2lvHK8wghkVA6SKpdwSQozsIWFpPOPvawmU6vjzF/P02xlScoR7tkS7vIVQZxsclVByg7UxwVxxr4RQDHNzHdQuP61yvXcLZ0NgBz5f2cn3wPXYlzSRv9mHaeqNqE7VQo1I5RdqbQlCZmS3s45u2k5ufJ+xPE9U583yFhLDuDQr2PEBKzbnB9slApWCM4bg1FjvKB1tcwUniamjmB65nUwiQgrneQtQaZLAb3Zra4C0kowU7IdyjUgspfgMtLhV6nZ342QkRQlRaSxkqU8Dj1+NO+zwY/w22wsB2vErZog8XEDV/Uhm+gbyOEwt8MP8AfPd6JaedDNqOEIsfJlw/Tmb4YHw/TmiJXHeLO/H6mxTG+P/Mjrt32Aq/4aQtPPtyFN2cixWQuWTrKrduW8DfPdVLMRpjcb2B7gVtGsTLQ2JHNlPaQtWzesmSCW+e+Ta/XTVN3GSkh03NelWi/zJJXO/zhigJRrZ06bkxT2+hJX41A4Qr1am7ILGcyv5lSbZR0fC3p+LrGPZkp7yNX2stIZQsviG1MSWNky4eoTxdH8veGm5qgwndz81+wNHND+Nd1fTaPip+l4s6iqy0Uq0N89di/UDWnyVYOk44u5uQ5wQ3vrTbv3yZVc5qaPc1tc9/grw5NYDuF4HuFFWjbyYYWU2HLwQ9A+6957r94Kv91wEWRI6SifTTFVjFp72e0sLlxVkkyOCv93nnuA8cFu33fompNE9V7ECgNuYDna3dQ8bKsj13PeHEr5eoQjpOlYo6jyjG+eyTGzrk0bcvLXH7VKH3nl/jnlc1EtWYGcveFmKAKFXOcHwwotOseC6djH9uZDa/BxHMrOE4WIaTAZUPSCKSZrABSIelBoiZHSET7AIlSdYAduVvwvBKeV8VxsthugQfK32+8M5Y9hePmUJU4/frFeL7DKv8cDrGVR8xfNYgxgaVQSyibkMQgxVz5YP0Nw9CaqVizHHSfCq87cEE5Pmcdd3Kg8VeBAwHIxKJ9LIlfSdrvYG3yRtan33GCbdj/qxG8e1nnaKNjsDxzI29bXOTnhduBwPaq3r72fJvpwnbAQwndA+rxTPH7HM3eA0Bv/CIWdWR52noB1y2x1bydfx65FYBEdFEgzC3AxCQq+/zNWvjTVQ6fuf4gV104zMR0ks0zKttyBcquw4D/HHOmzxPberEcmVuHdD67pZvumEq2tIdi5XBD1SDwVjXYVg2A+8fdQ8DzStxZ+Hfuqz2EITIkjZXEIv2N382PwA81qOZKkkHCWBIWPQINuoKUQ5KiSHJQDBoqPYnjW6Hnq0xE6yKidc07YjDGLHuatNFPWutDk+P0Ji8Nx3FASvO8wOmhK3kBP1h1KRG1CVVt4rvrPkhb8pzj1xe+I7ZToDt+HhCs7w/lv8Kh3J2NBC6idTUE+69JfIhPLvrDBd/z9sK32Z+/A5DZm/sFW8qBFmtrfA2yHMO082yM38iS9KuCeSZ8Zxy3xow0TrOxknjoc3uqOGMS5/s1XK+CLAU7QdurYijNaMIgzyQxP40uEugoTEsT5MQEAoEpTDpoppMmCpRDNttLEwOUhMphaS9z9iCuVyMdW0arsZpp9zDrpCsCBwa/yobUW0jFluF4VVzPJCpnaIouI6l0UXVy9MYvCtmwL0WgVuaPuj5ERG2mFornBgvHiw8hAhB+TGujU99IQutCklQm7L2Ua6OMF7aiq2micoY4zXR5S8lIvSxRm2nx2mhTVpKUOhmXhmiSeknLvUS0lpM8V21nhqPZu6lZY+SrwwzXthCX2lgevZJOeS29/ir6lHNp0pfiYGJjY3kepp3H8yqkiaFhBNIp1iRz5UPYbhlZ1pgrH8TQ24hHeslWjjCWewIZlbTciyxFKFYGSEQXcTqXCsuepmxOUfZmUUItIcfJ4bhVXsgGuKXAy07FcasUa2MUakGip6uZMEFz8X0vxDY2BaK1OKxOXM+XV34EWU7O0+M71XOIsCT9ClLRRVTMQPcumChkQOZAvoYqG3xs0We5MvHBgKnnVmhKrKclEWjzKHKSS1IfDcViA8yR51WZLe/jV3NfaBBCBAJFipKOrSBbHcDQ20nH16CpCQ4XH2SyvAvHrTJbPsjThf/kocngxfeKDp4rOFSUuKf6EIdnMvz0cDdfGd2P61mAS9WcYYN0BSuTr2bcn+Mvn2vBcuY4JB1ACJjbJeFkXUY2R3BGq1QdhY5ogN0QyGwybuIDrZega20UHItbs8/jE0iovK/59fxFz+sbrDDXt+hMXxxgGP0axypBwpOI9pKJr6E3dTmLY5cGOBsh8c4lLjelNxJ4ZKqkYsuoWpOM5h4lFy70dYJBvWI3GzIVg5DnTcbuCe1vv5FEv6vto+wp3g6+Q0RrpzWxcd67HQo1+7UGg/h4dVBQNccpW1MUaiPIQlmwKRNC4fMrWrg+dBoQIhjPqtKCLCdZnbqBH657e3ClskY8uhTbLXO1fgXCl1DlOJragiQF2mcJvZtfl37DRw79itJokARJUZmrXj3OkdeczxdXfXKeBpjJrTP/yPv3fOcUllf16dkPSTUy2dJ+HLdEW+JsMvENaEqa2fIBTCdPItqD49ZwPSsArws1XLyC1np76kJUObmA7VcP260w7Q8iCYUqFrOlfSzTLgst7YIkuGJOUXNybEq8ibw/0WAWgs9McSc1e5psaTfgk4mvJaZ3IIRCa/I8Xtf0SdZm3srazNtIGisDG7OGFSBUzHEqfo4B6yla/RaKYvb/KkusFxuSFCeq9zT+ramtbDRuZKa4s7HQF7xx3r9nkmxpDxAA+WN6O7aTw3IKgIssJ/j8sj9ckKTUtcVA8LrkRt51bxcDuXsCFYXacNjud8mX9mM5RT535F/Ymv9PPn7gP/jbPT5p3cKpQGlc5YcDLfyq8DxPlr7Po9VbmS3tYbbmMFzR+cyWNh42n+NnuR9zW+FRTpaSkSnVRk8LY3HdApP5ZziUvZ1XGTfx7pa3n9IlI0iC3Mb/V61ZDL2P81LvR1eb2F+4I+i2eDWK1WFMe4JcaQ+WPUM6vpqVxjUkIt0N8exAyFtlaea1zJUPMJx7lJniTo5m7z6BuOSxKnoNH+u4hIGyTqk2huc7fHVwhqnCtlN+p+HCE0AI8dA6F7hjXBx9E1clPoQkRVmSiHJrdid171QIoDfBu6IjywaOk8OypxnPb6E5tpqO2FkcdbdR9mZ5VewdvDz5ETS1DVWOsdQPHI2sM7wLZ0ziNLUNTUmHCu5JbLdM3hxGF3GEkMiJCXLWEEekwLQ84TdzTBpG93XyfjDxlqUCBful08ejcgbTK7FMvogVqetIKB0o6GQrRzjAFqZLeylYI8wSVGYiSpqKOc1c9RBRkaLqZcmV93Mke/tLPje4fHf211hukdXpG0mqXSFF+cWHJGnEIovIVQcZKj3JdHkPvu/ieTa+X0ORDbrVjShCZ8Tazs7anYzUtrHV3c1BttHktdLp9bLcX0HBnyLrDhHVWlgffx2KnD5l4mI7M5SqRxjI3ccsI0x4+5mRxhn39+Fi4+EyLY3wpHV7o3R7X/5LTJi70dU0LYn1JKI9CCFRNadJGUvIVw5TtWaDnZ2cYDh3P2mvlYuNtxJUA/eEvoynCh/TyTJXOchM9QDl2jg+DrZb4c7sl/A9C9ctkFJ7SOrddBpnYTsFFkcvRpKUcAIL8FOuZ6EpCZrDitH+0j381+jR8CxnTtDzzjFmS3vDnX1I95aiZOJrebR6K5ZT4Lwml8taE0hSBB+Ha/TruDHxaiAAk1dFDVXJoChNoX5RBj383qY9iesUUNUmFDlC2axXKz1q9lxDQb8eht5Ga2ITHVEfKaniFH3GZ5P82aYhlnA2zdEaRRsOZn9BqXoEISKsjb2GZiXKnHeM3eU72OHtR5GTjJW3kZ+IsHukjb/+zQre8pTKL+/vZ1X3NP+8ZDXrUm/inPR7aJOS/Ov4r6lZ4zxe+2+GiwGuBuBoyeaJSbNB66+3VldnbubayMuoWVO4XgVdThKX25iqvMBsKLXj+y7fOOTxwVXjZBLr8P0aVXOmQen3vAo1axwhFCQp0ljI6jtwAEVOhAxFEfo5LtwUBMQAh5UpCUU2QputoM2vKGk0tY3m+DoierBbXZG5iY/3/XWjSqwqzUhSlJ7IOUEFVzJCTFkQrlvgnw+YXNahIkSE9uT5tCUDyzrXLTJU28yxqgpCwXbKWE6RmzMf5I7SbWwv/ZSVxjWNORJgqridbGkX+fI+zrl/kj3PtODmHaS4QuZ8mXefNcgzl7yHj/Z+lo3pd1KXVjp5ozt/XHsgJNTwHEEVdYxktBdNTtAe30inshbbLVMxx4MNkF93UwiOM13cjeNVUJWWRlU2CBnXrZCrDlD1shzwnsLHY9TfQ82eJaJ1Edc78XwHQ21hpdbGRHFbWJnsbCRiAaHER1GakIVCqTZGItrLjfFX8py3lYHKY9Qo0aufy7L41fh+IL8gSVF8z6LqZVHkKI+Xb2Gs9Bz/L0aQdBzfIEhCYXvppwCNNnFS6mSg/Bh1AooqxyhUBqkbtUMwJr8wdg+G3rbA5B4CdYFtuQJ35/81tFKEOomK0HGmao6Ez97HdmZ4JP81rt32FO//xRL+5pnF/Dz3PMPFQGetYg4jCY2kJnN+S46d7mGGsvdSrg1Ttk/Eagb4Rc97MUxfl5/NfpG7ytvYpF/Pm1v/knh0aeO9rFecgnEocN0Sn170Lj61rAnLKYROMIHGWrAhE0S0TlqSm1guX8Luwi8aTk7BMYLPHi08gusWAgmiBiHgeBXY9y0OWY/xzcnn+eMD/xmsK7GVbM1/a4FUiBCRxrU6bhFZThLRWuiInUVbYkPjmFvtO+nQo8Qjvfxg5kcM5h9q3HshIixJvhwQ4XpXaVT40rEVLBfnMV7ajhAyZ4mL2Ow9xbTI0mSs4MbU25EQZM1Bak7utHf5zO3U0K/MtOfoMgIje0koWFQQSNS8QFl4zjxCxc9xoHwfeW+UYbGXWWmS/eIANuaLYgeeGBV3FserMCuNYfhJZFRMvxTgWtwy7fGNxNR2TK+A7ZTJVo7g+RZVcxybWqgM7qKpbUTmGaS/mBAoOF4VgUTJnyVGhnh0CS+lJew4earWNDG9A01NcL7xZmpWloTWhaH3oSkJqhSYLO9CEipN0WV4nsOcPUiT1IuNzYg0wAw5MnSxRJyLJsWZFSNsSLyBvsy1RPWeUyqpxyLdNNMTeFx6U+Qqg9heBZUII6VncT2LRLQ//LRP1Zymas5QNqfIlQ82Wiy50l5830NTEhhqC82x1YDMtuIPebZ2G6rSQlTvxAlBrKcK1y1g2bPU7FkU2WBR+lp0JRXswqWgqlGwx+j3N2D7VXzfZE/2xxQrhzCtoGIghMLixOUUKoPkKoGPru3MUBDTYSJ1hiqv7yCETCzSHb5YQYJwdvIt/MPi1xLRMrhukc8N7eNzR/6lkcDcXvg+t5fuD76DZ7Gr9EuWJl7GW5v/EE1pwsfD8aoBI7DeSggFmKNaM7qUxPVMbLdCR3wT3cY5CCGRNvqJKmk+3vUK3rZhEC9vU5zQ2D6bRtNdPr0iTsnSOL/JIhNfD0A82ktNlHnfMpuiOUpLbDW3rF3Ea1Mf4JLom7l/sJsv7oOvHPtXthS+g+dDosfG9QXfWtfMGr2dTc06thuwQ9dFXh1iLIKK1SPWPdyZ+wqeV0UKW/FjuceRfYUbe11UJU3SWErJnGCmegDbrZCtHEGWIgihcl/uK5z9+JPMFXcCMpY9g7LAcN3HcbK4bgHfs7DdEvOfWd0F4bjy+8lJue9b/NWRb1KzxgM/VK9GzS3QFl+PKseo2llMO4dAocPr5rNXHebi+LsaYyVpLKbi5+iNXYjn27TOa5sAPJ7/Kt+bGCATX4UidGZKe9CUBB2pSwD4+P4v4fsmNWsMx62w3TnUEELv8FvxfCcQiYaGUj7IFJ0JPr87jlv28WsuIqqQukBlwwVTnNPksa98zymH7fydfHDMCkJorIy9Ivi9pGE7WaYL26mYIxStMSadfUih8O+pwvNK+L6DIkcoWCNkEutIGMsD7JXv8Lkl7+eve19OxZzC0NtRRIS2xFlhdSjAzFXtOX4685XwIhXKtWPhwhcw6DPxDXTFz2W2uAshJBy3xvenv8VI7iGq5ghHsoF10IHiPdQrqL5v4eMwW9pHi7IMRQoILf8vRia+lljkeOtraewq2hNnEVSYa6hKC3/fvzKEvATq/VVrvFEpmi8NMl3YStWaOcmr+2rj7XzpLJfzk+8L5z8RSrgsJDPND5/AleRJ5xnuK+9gIHsHhtaKIkcRyDhujtvyP+WmHceYcQ6Hf+WySrnyBMiMj+PMnVDZOnldDKryWpBUZe/hqcI3OWhP0q9fzMXxdyGERnN8DeemP8CNTZ/kU/2fJR1bxWu6s7xsxTH+ecUf052+kq7UJbQmg1ZmVO/G8WrMFHezNf+fKLJBROtCUZqIG/X1TKYveQWSFA8YsuGmQpJiaGobH+39LB2pS+nUNzKYvSc0op8OLBzntf4DSIiNrma4Kvnh8DtJ9BuXUXImKFmTtCQ2IVBIaYt4yHyMQuVw6JRRatyFeDTw9w7oY868++aTrxxmVpqiP3ElvdJGXmA7HaxgisMUzVGaIzI136ZsjuO49Tnl5DhjEhfQ+4P2nYNJXOmgQ19P1hxkKHs/JWucuN5BUuvBxWZx/HIiUoqyM02b10XcT2P4id9Bn0eQkDsw5BaOFZ+hJHJ0en3IQg20pqpHuc64mDckryIqZTC0FmShhQbtLkez92DaE0iSjqYkwkXjpZxeQpVj+L6D5VcYqm6mSV8aviQvPhTZIKkG5fD93pMochRDZJBljaTejemXiOsdvCJ6PWv9TUS0DI5bZSmLmJHGiJIk7sfI+E30a01s5EIUdFRfpeRM4HoWK5OvRlGawucUvEyqHGOaQY65OxsyIpJQGSw8jK6mMLQWanaAEYxoXSSNxbheDTPEDbYkzkYIjVR8FUIEjEVZqLTIS5DlGIoc5+XG2xqtI01JY8yzRzk5XFy3gCrH+P7q9UTVTCigaKLIUVrVFZRFBVVEGyBfGqKRLoloLwOFBxv6QYqcJmEs53zpbJKR3gCcfRpsno9DtnIktGOCdHw156U+yEHrcf5m+AGyxaCtN1B4EN+vIYRGwljOFdG3MlUIqgG2E0yky+lnmzWIaU/gusFGps6GVJQ0XfFzyRhLA920EJ/VHt9IB0tYxXJWRK+mW6zlav0yijaYNRnf8cnmDf5++AXu2tfHNRcNsWUuzh8f2REwCFGIKk1MOQe4cyyC5RQpWCP88GiCHd5eNmXiHCrK3F/4apAk+Tb/ODTEW25ZzLePWDw8leRQLctszeeflryV9uS5bM3/J/nyQYTQSBormSvubizE84G6L+R+yhu2f51rYu9Gk+NUrXFkWSOmt7Mi8YqGMK+PQ768DyH0oH0nlJMWHoFMR+rSEOdzIl1eNNjGJ/9dsDmQJKNhH1ZPAAuVo/i46GqKqJoJja8dnq3cyu3P96Mgoaltjc/m7WNM2weZKx+g6szRnrpowfV9vHcxUTnDeHErnleiUDmAIWUw7TzxSC+va/pzQOB5Ja5NrGJD/PX4vs2QFOgqul4Fz6sSjy4JWaMxro+9li9dOIUcFYiEhu96SIuacIo+/zx8KJRoiXC8+ii4JvXxkAy2cHPieSUOlh9AkiJBhyR834WQSWo9SEJFVWLzsH0nh+dVsN0Kpp0no/RhO2VUtQlJNtib8zBkr2GxqIpoiBUthQnFNIXKAdKxFRh6O0JIoel4sPi1py5ivXwVI4Un8XFIR/vxfQ/bKdCSOJsVmTewPv12hmqb5xGL/Mb64Hllpu2DxPUOipUjp/kG/3dHvnK4oY8IsDd7K2O5p6hXya6Nv5cl8TKSpEAIlq9///p8J0QEgUJf5pW8PvWuBRJKutrBp9faPDOTBgjs4MIKlD8PnnDqkJkq7eZoPhBktt0yldoxVLWJnvTVRNUmjmR/w0zx+cZf7K7djTdv/T7VZl2SYnSnr1pQUBCS1qi2K0oG33c5UHuILGM8VfoevakrmSnu5IXKXRRdi9d0lvjVhpcT0yxiPS5vXj5Cv7+eydJOZgrB9VTNkdChKMCD2k6u4Z+qSNHQJcZlIHsH/amrEaE9WHt8I+nYMjrjZ7O3UGIt51PwJubdrwD/7/s2SWMl9YS7Pk8dkfbRnb4cx82xN/szcpUBitUhspXDyEoS0yswkX+S+Qn0iswb0NV2NqnXcay00L2kHr7vMVB6lAlzN0fd5xgvbmXY3U6fv5726DpuL26hQzPoTJyHaedO80x/Czs1qrU2SsOmV6JsTwa6LVp7oJ8ix0gpvTR5HUhILJIzbPf20K1u5ID7DH3iLPabD5/pFKcMgUzZm0EVBt2J85kwd9OrLqLN66OgjFGuHWWyavP+ZT4/zk5gOUUkSeFcaROjypZQ2yvALZVroxh6J5V5ZczfFkH5torj5inUjtFhbCDnHPutbbuFESwueXsEVY5RrI0Ri3QwZe0jprZTsibR5BgROcPT9lYWs5rL1VfiKj5Zr4ojmRT9KmUpS9XLMuMsRhNRHEzy0ix40Be/lJiXpCW2Bk0YVL0sMbmVFr+bw84zeJ7NRG0H8UgXVWc22F3LUXQpyVXGO3nGvoNSbRRFjtISX0fRHCUV6eXXGzbxul1xKs4cnlemUDmCrVWIGCmaYiuZLmznvtL36Iqfi4SMqRVw3No8ax0WKMpDQKn/q94b+PWooGIFgO2o3hnIoyBRENMUnNHQdDhQzK4fK18+iKY2k4r2IZC4LP4yYoqMoQjMfIFfb3o3z2Uj/PWhz1PHbwgUdK0Nyyk0Fgxd7eDus15OS6zCuU8wz6RbxnXLDUPvf+x/M4MlwX35409zY+rtnNeic+ehW8NB4vCqxLu5q/BtPN/CcUuMFjejKUkSejemm2/8d4CtTMjNXB+/mIwm+M/pO7GKZXqNm3l5bZI7jrVRdJ/na0Nt5B5czr2jVSaruwLJCCmCKhlMFp/n2+Z3iGrNNOlL2VMsMFR6jC/nH+KmzMd4b8en+M745wGfPdkfs4dgE/ZIWaEtvo4/ar2UGy4aoHfrJfzp4Qw3JjdxV2E/We8YPZk3YmOioqP5UZr9NI+VvhtUyLwS+8UBWuVl9KXOYowDjOc3B5I2WvD8ggQuEpASEA0x0vnRl7mW76xaw7v26YzmHpv3m0BH6nT4p+OyKIHum+dZgYyG7yBJGnOVw8T1DvLV4fBZSlj2DB899LOQPWsDAkkovMp4PXeVfwZCIqo08Rrjar6T30wg5Kzx18ObydWONsYveAxk7wjP71BUj3+nqaqLKapckPoQO8u3Y9tzDSxewJQTJKMreH2vQ3NXhdygSpNRw3d8vNwkUgTe0LSKL1WeRpHjxCNdZEu7EEJnF0+HrbeTJU9Me5qEsYRi5TAQyPFUzEn+uvcivjecZY94EFWOY58gSj0/HGcOPdJP1c9iOblG5e4XhVspWG+gJ3IOB/N3UygfQlNbUJSmsJJaRlc7eFX01WQtmykti+7rRDSNZ63bWcQGnrfvRpIieJ7JbHkf8Ug3PcZr2CSvoOK63Fv6Do6Ta0ijLDRjl6laMw3XlKbocirObEM76/+FOPGeR/QOWqNrGM7dD7jcU/g66459gsu1G7mrErjIzJ8rO1KX8g99V/CdoTx/siTBvoIMU8f9X3+w/j2sXTzM2+/ex1D+XhaGO++/p6rKuThOrkEUCOShBI5bYR1nMypNME3QnqzP5VVrch70QZCKr2oIRTe+o9rMOv8ccupRyiFMZ/59CDZmHjV7lhnPxHULjJcCr2JDb6OCyTcOJrmuW/AfByN8d0UeSQ6cYRxnLmBnzyP1NTDNvhcK498T4jyPJ68BVtBGoDCaexwhZLLsZ1lyDUek/RQqx4hHFwfwCHumMc9Urdl5agc+jlvlWP7JgB0epkuOmyeidSIJlSujb+LewtdDpuls474k/cC//fH81zl50xqG7zS0MVOig6oyQ64ywFSyl35vObv9p/hV5RZiWtsp8LLH44xJnO2UcUM8ysu0K3hSBA+46uRIRnrxfJvJ2gs4ERMNgzlvkozfRjsZ0iLDlBgLRe1eWvg45KtD6GoKTY7TpC/l2drtbNReRUxpJSdUHqj8lIf3aChSlITezVzlILfn/iMEy8oIEeW16Y+y1z/MkcL9L1mnrq4JVTGHGbTGw976SyNnVMxJmmOruUx9GY9wD5oUR5GbiYoU0+YuIrHVKEIn5bdyVOzjsFej4syhywmSdDJh7aZmZVmaeBkV8hjEkVGZdQfR5Djd3iIOiu3IqBSdCTJqH6ZfYsTfh+uZuK4V6PkpXczUDuB5Dj4eY+XDVGKzDZ9Wx00iCxVNSVBzC/zb/njD9w3A0LtZo19Ljmk6pFVM81zQanYmcPyAHee4NZpiq5gp7qTOMqyHJBm8LXMDX53YSs4aomKOoCqBlIeERM4bQxE6ZWsKgUxrYj01Jxfq8vkkjWW8NfNGdpbmuLa1mdd2Z7l1OMPSuMdvymm25yI8PR3YqwSK8kFFxnJynJV8K4POFrKlXSSjvTw9m+CRFzSKlSPzks4AT1KfHO4crTEgBpk/CRbENE1adyio6hLRO3jnEnhsf1djkfF9CUWOYnnlgGSjNLFYPoc5MUGUJLuKWVQU5kJ4wYNjHhe2apScQIYn7sf45KFvkYr28fml7+PpKYennCe4VLmI29iGac/heDUuUF/DB5epZI9cT0FMs8Pbz6X+mlDc9jgBJ6q10hM5h6HK00ybV3DflsU8OqVxrPgMj3td7M//AknS+dCSa7hrZpysmOJI+ZFwV2pi6H1UzVGOZG9HCI1PLv4013UmeNnm7eTKB6lpLdTClnddGsAHhH+iFp/Mn3efzcrWUcw9hRM2Q/VKzMKE5UTZGN+vEdW6SemLGMs9AULCdWrIqoYht5D1D4fSLyY+PsXKoQXvoutV+FXuO+hqCseZY6rwLN8tbCNI+AWJaB858yiWU0RXMtTsaTYk38qe0m9CG74cjxS/2bjGW2e+wAe7/pxtpSksp0BE7yCudzJd2NoAo7+j6XU8Owc//OViLmhV+XDzQfQOGa/o4lbh3csn2D33dpKazFCtxNPyMO4CyYVThUu5Ntpo98iSzrnxt3HHiM1e52HK5jiG3j4P7H3qKNcGG7IputqB69Vo1pfzpPMwXdJa0rFlmHae3uh5TNr7KVQd+pJX0OR3sMcaDwgI+iqmrf28JvYGFDfKntq9WE4exy0S1Tu5OPJG9rCFQ7k7OXjChq5J7WeiumtBElfXwQOoWTO4kcV0qmvJspuXOvf+3xJVc5SsHGVR+lqO5R7G8yo8kB3jsPVE4zPzvY0/0XUVTZrNuakm0mqFr4zf1ficoqTpj1dwbQnXt08618JYmMDVLa7qVnnzfgN43Jv7IiDRlDiLbGn/cWkiv0ZE66JmjQM+udK+xjxT98OumqM8YH/zhESj3pKskY6tIlfeHzh9+HXGZ/Cc54o7eJoXSMaWc88hj5uSN/MfDy1nedyi4u4Nr7sMvrNg3pCkKB3JszE4bmBv6D14vo1pzyyobgaaczaynGCz+SvKtWHakucSl9s4mn9kwXFtZxYhdBLRfkqVoOvSnb6KXO0oaqSLUm0MgRR2+Mqc1xIh67+HFinOo+YvqVqzOM4c2/K3hGugfxoJrGCzi+9xrriAAwQyY22JDZS9WZ6sPIumJlgXeTV5aZaKPnvaJy183z/t2xHRelgWv5qj1adZHrmKblp4Qeyiz1vJsHQo2A0Lhbw9wgr5EqLoTEhjrBJLGHfzTEsjjZ3sS41F6WspOGPElXYsr4QhN5PyW5llBCckGVTs6UASw6sSkZP8x/KL+M2IynfG/5FUbAU3xG/i3uoDoYr7qXel//+MhLGcRfr5RH2DFyp3kYr2MVvaRyK6iLI5QSraR590Fp2iiXF/jimGMP0i2coRFscvZ6z2POdrr8XCZXvtdrqNc7AJXviCEzBqCpUBEtE+WrQVGH6SZr+ZJ0vfxw1lMhQlRUTN8PLozaQ1hVsmv0hzfE2oS1OCkN4esGlLKEoTvu9g6O1UrVnwvYaV2Fnyy8mKLIYfZ0vph7hugfbURSzjHDaXfoCuZEJ8x3yrp35MO9tIrIJqV41IWCXzQiZdYN0UiFQ2x1dTsWaoWpN4XgVFTqOrGdqjx2Uwiu4Er4u/kt+UH+St6WsA+N7sLylUBhqaRR/t/Swvb7d5/4H7mSluXyADUpcvqC9WsqRRqARYkMBft3SSTpUip4lHe8iXD5KJr2GDdCWP5b++4AUVIoKuNuF6Fl2JczlX2sQOby8FdyzAJobHSxor6dDX8562Nbxj5TF2TbTyn4clHjFvJ6o0s4pz2eE+SLO6lHPltTxiPcRMaTeyZPCetg/TFxfszbn8eOqfkOUYF8bfyZbyfy+43lenP0VCVfnv6UA76g86/5gfz9VFa4Od+uLMdUjIDGbvOWmiWZK5ntX+6obvbHvqIlZzAY/m/xUhNFoSG5kp7sbQO1mjX8vW/Lc5DrCGOrA3HVvBq6LX0xuX+cLQl38n1qEQEf5hxado1jw+OfAL8iHrVVUyNMdWMVPeiyYnwsrB8YSh0f4JhXAlKRLqG/oLjq2rTdSsSZoS67HdMsu1K7AxOWptplwbxfcdhNCQJK1R6a+b0rteLYQdGDhuhetTH+XtSwQ/GvC5p/RdHLfE2uRNfKJvEe0Ri1UtcxzLJWmPl0kmahSKEb5zsIOvjHwz0GILF8zT3wstuBah4Lg5FDmN69VIGv1IQg3sB/NPvuh7qyotIeQiBNV7QSfCtGfA91iWeS0WFVr9Xkxq7Cn8qvEMJcnge+v/lE8M3s9c+QCuWyCidbExegMH3afIVwbQ1TQ1cwJZSaLJCTQ1EW4QT+5sCBQiege2WwkTPBldbcVy5n4HWM7/HSFQaE2ewwXyldyZ/VKoUxmMoflVuL7MK9l8VTvpPpMXtrVx3Y5nGsB9EPzxos/ylr48f7tb45HyDwGQJf0kF44TN0Tx6FIkoZwgVi2HpAGXs9LvYmf+J+HGbREVc5i69EvATK5bZsloanOD3SzLyVOKMgsRCZMuh6jeg+c5mPbEgp+fGPUuSCq2jKo5QyLSxesTr+Y35UeYyD/ZSELr61Og2xasKa3J8yibU8T1DjzfbhQS6tGeugjbq9KiLCPnHmOq8CxCaFyc/AN0VB4t/teC8SwJDV3N8MrYm7mn9BNUxcC08yQi3UwXtiLLSZpiK5kp7mR1+ib25wPyZEfyXPr9DTyV/wYRrZOaNY6utvOa5Hv4xew/NZ5JfYxXzZGALKE2oyoxPM9Gk2N0ymspixxlb4abky/nwdIBiv40I6EH+YlxxkqcIkcZsbajKjEGrKcYU9KsEheSkiJkrUFSai8R4nTLl3PQf5aM3EeP14skC2JEGPX/Z4mTLicoOZM0qf0o6OTEJB3+EuLEGJaOUPLHmSsfwvMtlNhqvntYsDwViPAJIfPLwk9DheSXxiz9fUWpeox9tVF83yOitTCZD6Qa8pXA8N72qkxIA8iewrR0jG5vObPSJMl4JwoqihxlTuSJ+3HWRK9lwNlKQulgpnqAluhK2rw+aslNJP0UJb9Im9+CjYssRbgg/nY2l35ARM2wXnslj9v3ks3uRVXSlMwJXK+GqiRxvRquW2ywnGShYXsWpeoxlqRfwVDhMdKRxcioVH2TMW8vVXuOiNqMIxlEpQyHvW1kjGW4vkNMb2O6sL0BkP/isrfxsf3fnNcWczD0bhQ5QtUcJWEsw3UtXpt8O4PWHEPsJiY1IzSJ9ui6gNodikVPVl8IF5dpVCXDLdVv4fkOP/Id3pp+FcuUi3jOe4F6Wf3O0jbuLslU7Sx15hKA7QQEh6SxjF55I0KWOVR7hKSxjJqdbWCvTtQWDMgeQStorriDR9lBLNLfSDZFKO7ruBXOStxMgSxb3W041JCEgo/X2JVVrVkO1+5myFhNqr3G1WuP0R5tYenRm0lq8MXRn1KsHMJINzFs59koLuUR6RARLcNT1QHuqozxuviljWt7eWsTz1UU6kbuutrOpe0RvjUV4PrWJG7gA8ty/GhLvbQfJCFLvJWB9+wpJtaB7N2MqlupLwqT+WeYEtuQpDiakmS2tI90bAVXaNfRaahszdeFdTM4Th5BIEbbqa7ljvLPsPPl0HprYav9t4UQAQbsht5pevpyfGFkdeihGIDtLa8UtvuOe/kKlNBrt0LSWInlFIlqLRSr9QUqiIjWxf+35P18+sA/AUFlOKUtwsZk2H4OWdKJau2Ua4O0JDbSLPdzrLo11J4sYIQakqXqAOuSb6ZXtFDxbP7xSJ5hdzu2UyAW6eZI9XE2z76TgaIPZGiPRLi2M8rQoMK3pjbThMO62Gv54uoUn9lbYUvhO6dNWoKfS7i+RVTvIa53UrFmkCWdmpVt4HCP34fIGRPnoPogsS72Wo55O9HUOIrQGc4+SETv4APt6/iX0TsZrWxuLJz1KnYi2sf+okyz3E9Nz+G4SVqja9hR/lVjk2/aOZoTG7hKeyU5x2SP2EouHH/npt/L9sKPG5ZLspIkGeltzJXgYrulAKsaDbS/Jso7AscPzyKTWMdccceLHkv/J8In6IB0Gxot7iZc3z5+zQ2pG8Fqfz3VWpbx55NctfWuBQK24HN38QV+vnsmqESHwtiG3sn81qmmtmHZs41/NyXO4h2Z1/LVY/9ywlUFzGBVaeHP+zt4x64Irhfg5I6/H8ExuhLnM1J4GvDmydOIQHpMaDih7FPjShuWg2A5hQYr1/dtOlIXMZF/ckE7XaActyysjeE4QZu/r/M1WMUSkhRHkjRUuYNl8avZl78db978UbUDn+66jl09BAqa2sJU4XnwHbK80Bi7Ua2dqqhxyNsakn3SqEocWdIp147huBHuq/wMHxdJqDhejenCcxh6HzV7mi5pDVnpEHuzP2t817Hc40wre+nLvIJl3hoesr6CaU/wy9kvMH/O8XGoWTMkjZWUasco144ikOnPvIqCM8rh6iP0GOdTtef4dfFpPGyS4vQ6cWesxHWmr6RojuL5NiuiV1MSOXw8zhLreM7bhuVXiEnNGH6Sssgxbe5HkaJslF9Gq2Jwe+Hbp9QkejHRlDiLFmUZGa8VU5hURAEfj6ofAJXKzjQptQfHN8mZR/E8h5odaAul4+toVpcykLsHXW0JKz7/+5pDUb2HmjkRYoQC9tbxCKyBFqvnM+bt5WxxBY9Vf4Is6cT1DpqlxdQokXOO0S2vZ9h+jsXq+djC4mDxvkZ17Un7ftZJl/OC9zgxpY2yM0WuehRVNojrnXRJazBFlYHSo3ieRSzSSbE6RGtiI9PFnXheJWin+BaOk+XzKz7LLdN7OZj9BZraSiraR0xupdPrR0IwIR1jvLID1zOJRTooVkfw8YiomZCN20mhcjAEV0tEtVbKtaPUB3EgMSHh+w5r0jdxqPQAjlshEe2las1i2bNIUpSUsQRF0qnac5RroySNforVY41KiCInMPR2KtY0rhsYgm+M38hzue9yfeYTAMx4JZ4r3xowSee1bYDjOzqhkI4uRgiZsjlFzZ5tyE9E9W5UxQg9R5k3UdV3ujLf2/hpvjY0yfbctxs4vHR0CT1iNRMMsMxfz7O120jo3awXl3BY2kvBHqNQPYquZFgfuY6/WJHk2kuH8Gx4bMsiDpV0/uxAoDAuhBIwwkOqfzq+DkkouJ7JIvVcjjnP06tsYtI7yExpN5IU4Q+7PsqmjMtETeavDv8rrlsgHl3Kudr1PJr/WmMcKkoT6ejihgL66SJwddiHJMW5ueljgQRB5ekG2Nb3aqhqE7ZTCMghKMhKkr/u/yhLYg4fO3J3uGgt3MmfHCfieETYIq0hRIRvrvsE737dAPfe28uN274RvtNBNSwRXUSherRxvxy30qimZoylTBefR5IijcUiqveQjPQyWz7A2vj17Mz9oNGijGidLDeuZk/hF0S1dkwnj+uWeEvLJ/nZ3DcCezHfarRLJClOOraMNmUF66Vl/Hz2H0gYy3FdC9czcbwKrlskqndTs6aQpAi9yUtZ4q1ERuKp2m1UzCESxnJuWXMTqvB5w45b5rVEAxuh+Tt5WY6f4JIhSBjLWKW+jCPes40kwdD7yESXNJTzf9tztpwipj3HeYl3sat2R0M0vZ40z4+o3oNp59CUJG9rfi+P1AKXm0L1GGmjn16xjryYRUUn548yU96/4NlLUpw/7f0zHs9Nsqd2L63GaqpulrnKoQXva0B6CcSQWxPrmS4Gkkg3JN/F168eYt09R0+qPAaVmyqnqvb970WwmRQIZDnOOfG3oKLyZP4bJ13XNamP84WzTTKxKm98QuPZ/H+c8chCBPIZPj6qkgmcPVDoz7xqQVX9M0v+mqzp883Rvzv1cVBoT13IRP4pTlf9PS/1QXLSNIezvyHwOg7IXLKcIBDsdV5klVQ0WrGq0oKhty4YV0LUhaoDOJOh9+H5dlAZdnIIKYKupnHcWrjxUM94Xl3toDm2gvH8FvrT12D5FUZyD4W/lflo719wR2lriM8LNoSKFKVsThDTO6jZc4FzTVjFVOQ0D1/wXr51OMrP5r51kpuIofexJnotK7U2fjL9pQUbVUky8D1rwRqy8PqD97dcGw3vhYIQCrLQGvaGp3MvOSM7da5ykJo9i+tZ7C/fx3hlBxHilF2bijtDTGrG9qu0+i30eEvo1DfSqa4F4Bn32XlsspcehcpRpuz9HGUHo95uMl4rE+Zupsq7ydYG6FE2YvklUqKDrsgmlkYvJxENGJIVc4o2rwd8j5o1tkAT6n8zmqLLQ1pxnYI/P3wKlUEOVR/FdArs4Clq1jgVc5S58iFK/iweLovkszFFlbjagSkCmrEqG5yvvZaL2zR0OYWNg+1VGS1uQZEMolozS4wrOFtcgUAm540hCQVDb6dQPoTnVclWjuD7HkJE5rF3ff5j6inyXqDiL0ta4M5BhClphJ3WPRwtPELVGse0J8iW9ocYoywVcxLPrVCsDlLXB/O8Uoi7OT45BO1RA1mKMO0eDnfUNfLlfY0J3tDbaVVXAIFGWyLah2nng3ZrqPXmuHnK5jiKFAjURrQMc2KCFZkb2ek/T8Wz2W3dy7vbPsyXVnyEeouvofvjzOG6AemhbE0RlTJ0GmeRji0DoCt9GbuuegVvSr0h0CXDCbFOC1sV/zh8gCP2U0T1HlS1CVWJ0Sr6MakxVngGB48+42IkoTIlplHQcT2zoc6+Jf9f/MPBAuMH4qjNMosSJc7OlIhHunHdMgIJRYqiq+1IUhxdTlCoDlM2J9md+wlLlAv500WL+PPua3ln25/xT8s/wlv78uzJy3zmwOcbSUu5dozHi/V2ZxAb4q/Hck8PmK1HfaKVhEJPTOFTvcsRyKETQLmhLK8paUBG19rA97iqrYgu+w16vEBgn0HvqOFl2GgQ+I1KhSLHKTmC7/96Cd87Um/XCgQCRTYaMkYd8U2BcXi4u3a9GrnqYAgXCOaBWKSfR86/iR+tvgTXrbAzdwtB6zeQi4loTewr3YXnVbGcYqABqKS5vfgTJEnjrOSbScdWEdE6MfQ+7j7vw7y3+bXsz/6ce6s/B6BYOUTVmsR2C8FzFCpVczRkZdcYyj3Ic/bdPFj4BhVzGCE0StVjfOzwVrqMCobedsJ9WbiTX5jABT8tVg6xq3J7Q2BZVVroMc5jch7b8EyRL++jao7geRX2WPdzXuQm+tWLKCxgih53XtgQuZ6o1krNGuOZ2hFmrcOBSHD8apJSJwetx5mxDzNibidXHcJxKwvYjZ5X4ktDn+e5wi2BtZpvM1PazbXx97M4c12ghyk0muOr8X0PzwvwgkJI2G6F9qjM0HiGPtaHckeByG4qtpp3tf1JoxvwfyokKRpsSOOrUGSD9y5qZod1FyeuBQKFWZHnnrEmLnnyKFvy//Vbj+37FpJsoCgpUtFF1Nn8A9k7GolCLNLPzYuyDJdP34nyccIE+HS1HJnzE20YfshEnyeR4boFPK/yotvcF6X+kGR0MRBg4vLlfchykotSH2kcW5NjVK3ZwHdaMWiPbUBTEgQOJ2Wq5nhIjFGJaG2AoC/zygZDOqr3oKsdKEoTi+IXM5Z7At+vMZC9k9HcYyGkRgAevyw+xlTlBSx7CsuewnUtTDsoEuUrA1TNUcrVoVBwHS6Pv4ffjMXZah84RUIlY7lFDliPclv2Owsw4QBNsVUYIZM7uNY6Frj+PgXvr6F3IgkN1y3TEd9EKtpHp7aevuQVp72vZ2yner4TTkCBZEBLYiPj9h6GnM3EtDbm7EFa1RWkpQh7/SNISMS8JB4+BWuE3x2MKlCVOL7vEpMCiZNRP5iYYnoHufJB1IhOXLQx4w0QkVIgoGxOAjK2U8DB4camT/KbwrdOqsL8b8Vv2/36fo2qNUln6ny6/dVUjTkUOYrnO0REkqgfY8I/SM3JoUkxitI0tlfB8xw+tlznVdcc4jf/vp4D/jO4nkVzbCVFc5SqNc0wW8hqnTieSUrupqbl8H0XXWvD8x0se4qe9NX4eEwUt0GY0I0VnkFXmzDt4J7Jks7R6uN4voUQCpqS5I+6/oSvjn4b3/dI64vpiZzDYr8vAMf6DvMrKKcKxw30qubKBxptSEkEvqSqksFyilhUqFgzKHKEiJJGlnSSkV5srxoSCfyGN2lQ1lfIOcfC9rnDsPkQ4HKH9gjnNV/Z8KE8efGDqjmOZGxgxjoYyoM4JEQrn3u+jZUpwaurH+KuwjeDXZkUQ5I0+hKX0e0t5vHsvzWM7j3PolQdYk9tHABVTrLDuou2yBq6xCqAANcpHSEZ6SFXGaA9dSEAtw10cW62zM+PGXxs9TT96kXslkfpTpyP45s4vkm+dpRi2G6ov1vbc9/mA8Uk31r7Mb766iN87qHlXLPtbsq1ceYvFr5voSlNmPOqE61+mudfgpSD4+b42tg3+bvoh7CcfAMrs3BCE9SsMYTQ+OieOfaV72kk5z4OutIRuGK8SIxq3efWdmb43PBtVK3ZwLUjrIIhFFQlRs0ax3UtJks7g9a1kNCUVGCMLRR8NRWITYfM81lTZ0cuMq+dBZLQ8LGomFOhxZUagMCFgqG3BcrunsX23PdQlQyebxHTO3l8OspQ0UGSogGOtHHPa9T7HL5fxz+ZKHIyEAeWY/i+iao0syLxCvZkf8Jo7jHeu7OHqJLmxRsFHo/5hAbbmeFg9rbf4SjguFU2JJPsKgSOJcef8fExpaJyc/pt/Kr4C8pkefCca3jV809yoHhPY87V1DaiWnPYpjtezW4sulo7rmcSUdKBILpnMcokjm9yXvxtbM5/i1xlMND88oMKm+sWAZ8fZn/Df+ejKCJCVGumVBslYSxnqXoJW8zBeXp9/9sRJLn17k++fJjzk+9hd06c0CINqlzv6GmjaAs+d/S7IWP0xUV9gzZTnGucc/41vDnzNo6VbSY4PSj+t32Pm5v/nJGyzaC1mVi0j6o1fUoc3IuJYbGXwglG7rIUYYDtgT2mPcd7W17D18a+i+tVaNaW0ex1MVx7sOF/bjszCCnOhuQbiftxnra/S5xmDL2Tmj1LzZrB92skjOWNxDMIKWilinjYRs6QrQ7QY5zPkXCtkySlwSxPGMuIqe1MFp6jYo7Tk74a2Zf40tC/kImvCj9vhFAtD0VJ4bolipVT5RqCQm0Ez3fQ1SYMvW0eBOD4xtXHaYwPTW2jgyXERQzH8xiRDp/iuOHRz9RONSKLqVkzwUXKSTQlgSQpZLR+5swjgaWUWE2rn8HGpYpJh5Qi79V4rPDNl4R7WfiVgxLvTOkF4tEeepVNTPmHKVtTeJ6D5eRRlTiZ6BKqTo5idZio3opp57GdHKqS5v9b8iFkAV8Yu2ceOPT/zggcAAKdsZnaAS7SXsc27yF65Y2URI6CO4bllmjTVpN1jrJYPocfniez5MICf/zdpfyieC/56hDpaD+aFCdbG+Bl0Tcy7E/wQvFXAZGiNoHjlvh436fwffjS0N8hSbFGeVqRI0hCpWKOBxIO4SLbnroIXSTIWoNElDQ1J0envpGBwoNBuVfSuDj6JnKiyK7ibThukfbU+ajCYCT3MKdO5EWgbXQCIcD3zTD5sxstAk1tI6JmqNlZkpEeXN8hV94fLIoIhBQhEe2lXBtnUfIyCs4oHh7Z4gsL2JFnaqtIUpx4pJtC5TC62oppT3O8fRUYkX+2/w/52mQwls5Ov58L4p38x8g/IEl6oy2bNJaQLx8kHu3jQvW1bHHuJq31MWceIaKkicmtLPKWMyNNMesdxXSLxJRW0iLAMJ2n9/Or4i/Q5SQlc4KaPY0sBTp/qhwjW9ofkjIq4fOReX3TpzjijfHv65owXYk/31tisdLMVm8H09V9tEZXh36LPrq6MIHKxDe8ZPmGOgnAtKZQlHRjcY9Hl1KzZkOx0tPf65701VTcWQqVo6f47HFCxPEIW1JCDZ5J2EICD0mKooTuDceTDIGhL0IICcsp0hxbRdEcxXbLgSBvmFzUPVDroHAhIrQlNzFb2ociG7wi9k46DZVvjf4jUb2bijkUsvHC5BEZQ+/BcvJkYstpk1ewL387shQhEe3B971wnC5k3gZg8DKqkkFTEqhKjFJ1JKiSh8BzSTL4ZN8n+M/pX+PjkS/tPwmzKMtJPLcyj1n3+2VvChSMSO8JUIj4AljKeakP4guPAXcrcbmNzy8+j08ffbqxeZUkA01JN5J6XW3BtGdQlTRRrTmAKYiAOaipzehqinPUVzMlTbJC9HF38btY9lSjzVaoHIRQ+wtkZDmGJDRS0UXkq8PYzgyLM9cho3IkeyeBhEUfrmf+Vrbu7zeOt7+FiPDu9k/wriUV3r5357x2XjDmHrrwI2xcPMkl91rsz/7stEcUQiMVW0Gu9ML8n877PxlVbWpsmOrEo0L1WMg2P/1afKI8xul+d2XqT2hVDH4++w8v8j4sjEXpaxktbg6TcKjPSZKkNMgPdbJE/f0MoACPEtE6cdxKg2ABNCqtktBw3BxRvYeE3s1U4Vn6Mq9ERiVrDy2Y4zLxDeTKB4loLaQii3lV9Eq+P/FPtKcuJCG1MVZ9HklScNwqvu9RsyZpSWzkNbHr+NHMv4eSJ4GIcX3Oy8SWc7n6cn4x+y/U57MVmTdwpHB/I+GtV6BlJSD2nWoTW8cKd6QuJSl10OZ1kRdZVHQOW0+QL+855X09Yzu1ao6gyHEUOYnnW4HulZ2n6ExQC3eccT/OIiOKjcOENMiUV2Sv/8zvnMABCCkQl+1JXkyzuhQJiU3iUi7RbuSm9NvpTl5Iu7EBgUyLuiwEFg+FbRQXz3f4y0Nf5FP7P8d04bl5Ssy/vzhu0t34ScheM5DlJLFIf0PA9LeF71vYToGaV0ASCnvF9gBY7DxP1hnCdAqsUC4n4Tehyyl2ln7FR7cYDG2Jc26zj+WWiEe6qDk5FKHTFd3EnFcmL6YRQuEs+eXYTrBDeSw7iQfoajuxSCe6msbQWwNNJnOceLSXCxLvQVVaEAQek6PFzShSlJniboqVQxzK/SZU65ewnByba79kb+XuULtL5ywu4ZrIRRxX4D/pG5+0KNVtSuo2QfVF2bKnKFQOYNlTmG6Rijm1oD3tezViaiuakqLm56k5eTzfCVt89VL1mXExnlcK28AujldhPv5IDtmHt8zsJF8NFvwdhf/m1vwdgIssGahKGs+rkCvtw/ctKuYku3iaYnWIojNBk74UVYqy2FtBRVTQ/ChxqQ1DaWK6vIcDhbsYNrewozZGv3oR08XnqZhDeF4Fx8kFpvGl/WGSK7Ei9RoAmhLr+dymPNMM8kcvFPmj/RNoBF6dEeI4bpW/7zur4fxwVewdXJMIzJklKc4rote/iNEJ12f+vGH9I0uRwDNRSI1nJMtJbl1/E8uS1wYC2+rxVqAQkQX/nqnso1A5SizS2RCrPf5ZnVRsFanY6tBv89O0Jc9FlgNPUiEUEsZS4tHFKEqGyxN/EOIDa8hyku70VYBPxRymXBvGcQvIQqUrGnjguk4BgYIkGVTMoQWsPl1tajxfx61wf+VH/Lr0CELSqITVkWDc+aE/ZieG1oyqxHG8wGXE80o4boF10hUYSvO8OUJqyI5kjGWhBJKErqYavo1Va5Z0aCnn+x7b58rIQuE/lr+WttR5Jz2T1vgGFCUdOmOccRr/ncLHOQUUYiGueHvpp2zLfY9idYSZ6gHevftrzISagRGtC9/3Gm4Pvm/juBUUOUnGWBq0aEX9ur1Ac1RbxHPWHaS8Jh617gSCcer7dvh+ArjhvQwExG1nhrnyfhwnBwiy1iBSmEQJoWFozS9d7P1/HMfb375foy0qcf75Y2xkoUuI79e4/vlf8rGH+jiQ+/VvPWoAMTnezgYJgUxE68THbSRwkmTg+y7Tha24vrWg2nyqOF0CF9V7eGXifUhSlLbkBRyTBjnqzMJJVb9Tx4lr5HAuSGoEMoqcQpIMbLdAXO8M2auBzV0gHKxRMYfo99fTl3kFNWscVYmzPv0O1qffihAq/alr0NUmHDePJMUx7RxFcxQQDOceZrj41EluUfnKYXzfpGqOMJnfzJwZrBUVe5qce4yKOc4S7WLajHXoaoqksYyr9Vdyf+3xkBWrNNqgtVB1oWrPLUjgIDBHWGBNJiQQCp5nnSGBC9re06VdHMz+gh3WXcioXBDvpEc/+7T3+YxvvyQZKHJQqtaUJLoUD2yk5BjN8dXoIoGPx4FKgZIooqAjIzNTOnXG+GIjHunG8WtkrUGyzhAR3+DRyo/ZwVM8Ym5mqbeamhfoTc06A2hKMlxIq0hSlIiaoTm+Njyaz0v1PX0xIUtGKH3REahd6900x9fRmbwAAE1JkDKWBLY2LyKJ9P0aE/mnKFQO4/g11omL8fGIyhmiarCAzjDMbOUAklA4IHZy7ZYRPje8hW7tLCQk4lrAlCv7Mzi4lJwJWmJrQixUEM8VbuFrI18FAh1AXU5QMYM2bXN8Daoca1w/wNniCmQp8AMFD1lOkoqtQFMTxPQODL2TqjWJobdxaeJ9gERUVriv9jiJaN9pnRReeghK1WOY9jRNibNoS15AVO9GUdLMlg/ieFWmS3sp146FlQsPTW0OKzi/fdJpqMa7lcCcO4w3ZD5KRG3mSPb2421Br8ZccQdNibOC6rRQMPQ+FDmBojTheTWylSO0JjaSUfpI++10sIL9PIdJjS5aMP0SCkEb2AsTvw6a+eeVzcSjfdT9BOv4J1k2EELHcSscLgR2YEmli7tGWxjPb2Z77tvsyf6YndY93F/7VUg8mOD9e78fTmSCJ2q3cVgKSBqqHOe2w79GBQABAABJREFU7JnB0/VYkdQb3q+Om2/cr5bE2SzOXIfrFvjgwW0cLj6IIsex7XnaX75JOtqPrnYQ2NnViEU6WaSey3zF9KBS00SztgxNjpOrDLLL30PJnECRDAy9M8DF1UbRlASuU+Cx/NepWZN0Js9DVzIUrTEy8Q1hYhPYOY3ln2HWGQhsnIQUYmtOnkRr1iSmPYPnW3i+Rc2cYLa8H1kyEOJEBXwv0OzzrUAHLNzpB766Ck8UvsVY/pl5SY+LaU0hSQZxpQNJimDZU8wVd4Q4PY+2+HpujL8uTFpMHsh/iVxlgOfmgo1U/R7V/ztT3ovtzDQwoh2pSxtJ4EuPQPD6pYbrFvBxsJ0ZKuYQvu8gS4FWX80aw/dr4T0I4BVpYwmuV2MyvxlZMmhPnk9f+mW0py7E9UwmSzuxnCK7zLsxlCbWxF7DeYl3ENGC9zEgSwkSkW6EiDRcajyvgqwkkaQoQsgUvECiJap1MlvctUCo9fcdkmSEm4fTzzFlx+f55zpZkTp5HSjXBvnpzFfm4crqZIiAaR4QwQSyZHA4dzfBHFxvE7ooShrLyVFPwpZmbuBzyz4RbHxQGpVnISInebAej9NXcT+ywmNV6gbOli6nxesKZYRO/nx9c1QPXe2gN3Vlw/Fp4dkcHDcf4qYrTBe2oshpMvE1AEyWdlKsHEYIjSWRJH/Rcy7v6fhLkpFeXOEwaD6NqiRxMJElHUVOocgGvu+gKQkuSX2EJelX4bonvudyw983mFtdfpP7V1Q5RlRtomoHdmKmqDJd2UfNynKe+moeMu+l5hbIGMsaxQdD7+ENmQ+Tjq8J2bcLCwUD2Tupr5cQ5AuybNCfuvqkOwd1Rm+QjgXVO5+KOcmA9RS35u9gheg77TP6LUlchLje2XBnKNhjnC9fiyIi6CJBG30URB4TE1tY6Bhsr93+P2aC1uwsSem43+mMNEZ3LNiNykJlD5sx3QIFc5SonGnIOgS0aYeKOUnVnt+bDgZdd/oqWhJnk4lv4I8X/XVjd/zSQmDofSSii+hOXkhUb6HkTAKQqx5lurwHRTJwPZOqNYMiRYlq7by4SdJHCV/Q5+y7ichpYqIZVRgccp+i6EwEAF/fIW8NU/MKZK1BapRwfQfLLTFnHqFkTTaOWLLGQxFGgaq00BxfQ1Sv6y55XChdgSxpNMl9xJUOPN9hc+E7lGuD+Lg8Vv0Jtj2HZU/j+4Fhfb58OEwAk9SsWSJaC4vks/n8uoA9dk/x+0yX9mLaeXQ18yK/+2+/N/hOYEIvdG5bdwmdxlk0xZajq6kAB+mWqBseu+G/69WTFxOKHNiHzW+9/Gz2i6FuUhCSFG+0sM6SrsJ2y9SsMSrmMLIU4Z+Xf4RUbAWG3sZsaR9z9iAVUWTU34MkJHQimL6DLuLk7WNEtCbq9jvPOvexoXuKLy19E0KKLLBP8rxao/pZx/UdKzzJZw5+meMmz1CuDlEoH2qI8AaLaXAPXM+kz1sC0KhO/LYNxtrM2/hV4Xkq5khAzde7G79rUpawyFsOyIzkHsZ1S7heLaTxB/ZoipxiprSHVMg6Wxu/npjayuHqIwQt0TiXp/6Y16b/DE1JMJh7gJniTmxnlpqfx8fFtCeomOMYehu9qUtDRrSLj0NLYiMyKnE9sASsRz0R9/0ac8XdFKtDHJ/uFi64rcnzMPSekHQQOo5IERy3wNXx91C3PaqbbAfPwwy1zo63GgOWnkdQya0/EzkQtsZHlgyG84+GHsQiJFtU8H2PqdJuHjafozm+unGdjlvk30a+ykzheZLGSv555adZnnk9snTc6UAOF/mNXEivsmnBQvpiQwj190QCkPAbVSgRgriDxFOR46yULm58LqI1M1Pey3JvNc3SYmRJpytxLh2xs8L78QJDznMcE3vw/QDO43kmschiTKeALBu4XoX6/XedwJe3Sw3YqxC0yiN6B2/IfJjmxIb/vyRyKWMZuohzpjnmW+P/wad228gCFo49QT0JPR7hWAsln7zwOzpuLqyo+QswaUEif/zvr4ys59xMgAVsyDrh4PtmqE03P+YRhE7qLAWduM/uL3BFbBn35b4SMmbrbhABbqspcRYAutZGV/KiRqJo2tMcyz+Kj3fCUQUnksMA0sYSEkoH7akLw7HtY+jdfHxtlqNlif/Ofh/LLTNibmeZfkXIhPcw1BZWJl8dWH5qLXi+w1Gxh/OUdaxO38hlyQ+TiW8IIUuZcFNPeH4fSdK4MPJ68tUhyrVjCKFRpYAsa2SMZYxKI8SUNmpWlmzlOC7N8ap0GzKviV1PxRw96d6BxGXJD4e+uaApKTyvxmTtBRLG8gCmpHaQjq8N7/3xRDBI3uMosoGuJMmW9rLFe/oU56if6QzRFl+H6RTojV1IWguwBXvE8/i4LPPXMiNGyTNJRSoxVN1MjdKCBe93DcetkPKbiasdaFIclcDV4FLlSjQMFBGhRV1GREmRrQ7QaWxCU5KATCLahyRpCwCk9bZmxZmlamd5Q/IG3tKXD3cwLz4iWhexyGJaoitRJJ2al8d2ysSUVlwvcEdIR/tRlRimnScZ6aVJ7WexcTEtiY0vqr3quDmKtTEiSpqIlET3o+StYVrVFVTMKdbGXkNUayahddIq+lHlGC42jldFCJmUvojLtBuoiQqSUClVjyCEyuWpj+HjocspdDkBSGSMZWzzt5KM9BLx4zi+GTAn5fpC4FOzxliTeROKkglfUDnYrVhTTBW3I0sRNkSu511d3bxj7wGylSN4vkNX4lxUJYYiR1CU1Bm+8YuPut7SXPkAH99TZiB3D9PFnZTN8UbLIPiMc4qKS33yOF0IXp74AC+LvnHhOU9gXvm+RcJYBsg8nP8Klj3VeK6WPcOXxwOpg5jSSiK6iGJ1mCP5e1nMWQhkhr1d7PQeZbj4FKXaKLnSnsamJ1fay78+38dETcLzqg3tLAgm88Ao3mvgRVy3iOeVw8laNL5/Mracd7V/ivpkuzH9rpCpaTEn8oDA9x3a4xtpSawnaaxsJHPx6FIiWhdCRIjqPby9bSlH848Q2NiZCzz8DmZv4/H8vxGIlupsTL2dj3b/CSCIRTqJR3saHpuaFEdTW6iIIgKZmjmBJMVYlnolt107h+N7FCoHkMPFK6J10sYyYlrQihVCwVCaaPV70ZREOBnL/FHHa1jpr2eucohxcye58kGS0UUko73EIv3hBOmGJIMA4hEkx8c3FgIJx6tyPEELmNW+b/OMfScCQSq2mk/1/wVva/s0TbFVqMpxg3YhIkS11hB8X8P37XnjxkWRI1yX/jhr4q8mFulmprQHRcmwMv062lMX8aaWj9MUW86x/ONkK0ca1WMh5KBVJBv0axeyMVXllrWLuCH94UayVm+F3V/4Ohm/Kdww1quC2rzvePoEZn7y+ruGQMH3avi+F3ZwUsiyQXN8HZIUw3aybK/9mlikMxRINnGdAs9Yv2a4toW+6IXMmUcw/SKZ6BK64ueSK+1lLPc4jlfBdmaIRxdjaC0UKgdDE/bjCUJ9YzVQfuykIsKsVeMc6WVE9NNrbf0ucXPzX7BI2cRg7oEzdlxsZ4bd9gPcMhdgUxv3TKjzkoqFEYy/45AkVWkhk1h32nMIobEofS13Vh7i5t2/xvePzwlB+MyvFilKE29q+cw8puSpHSC25r/FD2Z+xEKXleP/n1ACJmgy0hu4/sgJQCBJOi2JjSeRCoXQ0dTWk84zU9zJcO5RLLfcGLeWU+SXw838eG4zpj1HtrSHt2beyI2tPfSnr8HFpktayzHzOSatPciSjuc5jOWf4ba5b3Co+ADbzN/wMv3VvLfjU7w29QFk2VgA7/A8i2PSUNiuTZOKrWCmegBDbWEt5zNm7iROM5ZbPG73FcZthS38uvizxiZPlpONtUAgeE1nirX+eSSM5ZhOFs+rUqoeCfB/bpFl8atZLV9B0li6oPsTeMN6pKJ96FKSqNZJ4ZSJYvj50/4GKFmTSJLKlLWPkjtFWuuj4s6yzN9ERKioYTto0tlHb/S80Fj3fw6wTceWMeLvIyKSlO1JdD9K1I+ww9uLQKKVfgreOIvks+kxzmPOHsTxag3szIkm2kGCB9nSLsq1QW4r3M7rdz//kiYuRU7TbKzE0FqouDNYbqlhVWV7FRQpihASc5VDpPRF+HhcE3k5OgZtXjtJpZvFqateVGu1Yg4xVdhCzh5m1N2NobYwUHgQ2y1hY1Kzs2SrA8ioSEg4vklS6yEtBxIrz7j34wiH6cI2IFgAL29JockJSvYEru/QHF+D59vERTPlsGqjCSPwZPQ9QCYVWx3sGrw2DK2VRKQHXW1tDNR4pJcPdHyAHiXNP4zcy0R5B0pYPZqqvNCo1iWji170ff5t4Xk1onor24o/RFXSBFWsYrjbtMMJYN4C3aCU+4hTVARjkX5WZN7ATc2f5ovnlMl7tROqGSLE9oV/63vclHzTghbblYkPENE6SRhLqTizqFKU2coBfDz6ky/D8yoc8p6h7EwzW94XVppmGmXzeshKkvOaLFwfFDkRtq5XLfg+Zyffwq0b3kwqtpoPdP1Vg93anb6SdHwdQmiUzUl6YhKG3gMINkV66UtegaYkOFC9H5CQJI2x/DNUrBne1/omelOXAzLvaH4rvbEL+aeVnyIZ6eUvD32xkVi1Js8mZSw5aQzXAbkKMtPVoBJj2QFpY5l2GXpYPV0Wv5qIH8P1bXx8hJCo+Fl+vm8x9xS+DgT2WEvSryKiNXGo9gi5ykAATncLxEQLDi6OWyUeVva+M72Zbd5DXBV7D29MvSnE7GU5T7qKKyM3sy71Jq5O/dk8c24RVnaOM9emi89jOwWCZDQYL0HS45Mv78PH5UNtN/O5Nx/iK1cMc4X2CmRJCw23g1ZIIPgcCg2fgAWtWVNsdu9H8yPYTpmLE+9FFhoDpUf5QMs1/Nfrj3CJfGVQ1VFSCKEgSbFwcZD4+KI/YbXaw5v33MdPhhJ0GkojgZHlRON5PFX6XlgVEBhaK6qSbiRzL9V28KWEEBGaEwFGL653EIt0E9GaiWrN1Jw8upqmNXl2KF/i0JbYQM2aQUganZGNwcbRV6iYk0SlDGP5ZxjO3Y8sx4OKhGSgKE00R5Yz3wx+IUzGJ270h23rOIrSRGvyPNqNDfTHDJo1PZSK+H10BYIouw57SncEm1o7f0bYTqFygNnSfK09uQGQfzFhOzMho/HUPpxCaKgiymT+GYqVQEbqdAkiBBJLz7o75uHlFq7bQkQaif+J2Mh6WPYUQ9l7aTKWk5K7ma0dwnLyocdxhenCcyf9TSa+is/0fYj5CaYUQhZ8v4brmUhShDWZt+C4Bb40+mOGcw+QNJbQktjIr0uP8HeDX2fGPIjlldhV+G8KlQMUKkeQhEJzZHmjCGHogUbpL2e/wD3Vxxl0p/nLxR/lUuNtJI2VLM5ch+/XMPwEKzI3YdnTlGsTtEfXka8O8ZxzDxvUV1CjxNr49cSjS7k89VFWZd7IOcbNDGUfoFgZQJZjpOPrUCSjYT3m4/AXh77Kg/l/QyAR0ztJGMtoSpxFV3QT5doEB4r3sMd+kJjaSntsA5IUDzcDCpqSpk1eQae/DENrRpZOrpQ2ntWZ2Kkd6ctokZZwqPQAvu/RGT+bmpdHEiq9rGWp1sIO5xAtXgfba7fPs+v4n0Vr8jw6pFVMegdRJQMZlV5/Ba1ynGm3xGG2UTInQjkIF8spoMpxlhtX87U1rbxs838u2I0FBs4nUn9P8Go8wwtVtw5apGxCRmWCgwhk/rTzUh6bsPiDZfDeAw8Hi3f5IB3xs8j4XUwzSK52lMXRixmxtpPR+vF8h6w1eJK348LzaciSQUt8HbPl/ShyhGSkl+WcR1aa5WDxPgy9NWDP2Fn64pcy6wwghTm5JFR8PGZLe/C8CpJk0Jm8gNnKATzfoSd+ARUvS5PUy6x3FIGM41WYLb3QmCRXZG7k/otTFKs6suTz/SOt/Dq3lx6vlyIVDtiP0qufy6Szj0JtJKyOBGr3Ph4x0UzUjzHm7cX2qph27iXR508dMgljCY5bxfMcXK+G4+ZR5FRAbLBnuTLxAQ6LPQznHgjvpcrq9E3YmLyleR3/ePTfG4B8ISJ8bc0nuW/M4rJ2nZ6ow0MTElM1m+3+Fl4ZvYSfzH1/wXUnjOV8b/VN3Lz9X6kL2ypKGsfJcXHqQ3j4bC78V8gqbaZijuN5FVSlBVnSsN1SQyJhwTeTk1yf+kO+fukkqc4qX3hoBWUbemI+nzz4DSJqhpbISiRkfr5hMRPVKINlnU8P/IRS9QiG3kebsZaj2fsA0NVWWmNrydYGeGfL2xkr20RkiQ5D4WsjX+SmzJ9w4yL48aDD3fmvNnb9dQZmJr6eXGnvKRf/utn9/PJ/QLpQw/Hj0Z66ENuroggdz7dpU1Yyau2gWB0KcHNOrjHWYpFFmHYWz7eQJYObMx/k14UfUbNnQ0/WUvi5XiJKiqqdbVi5BeB4ietSH+MjK+BNL/yKYmUAVcmgqykkofD65M38dPbbOF4FIZSTbLfmj6+vrv0LvjU2wJ7sj6l7Q+pqK1fF3sG/X5wlW47y9QMpfp7/KVG1qWE1Nf851vXo5uOcUrEVRJQ0s6V9aEoKRY7guDUSkS4uVa7kEesecuXDGHo7NTuLIkUw7Tlk2eBvl3yUzw1+MxTC1vE9K3RhKKMomRPYbnLA/VaSXB57F09WfrxAwf/3HZIUZ33yJib9I8yUXqAneTG2X2W2cgDbLaGE4PVXp/6IO7NfAiGFdm076U5dRsEaoVA5TDy6uCHvUGf/xiKLqJjjpGLLaFaXMph/AN+zQhZmIH7d0H08QTooqvdgO3XIgNKwFWvWlv3OVpAnR8B6j0X6SUV6Gc9vftFJWdJYiePWAtbzKb01Q5yZbIRjNli/FKUJgRTYKi4Qjz05hNBOkId5kd9KTqIpyRc9X0tSHENvp1QdQIjA4eRkK7Ag4tGl/O3it/KJff/A8TEZWIDJkkFzfDUzpT34voMkRYioGWRJ4xL1evaKFxjK3o8kG7TE17KOi3iy8pOQfWvTnjqfZmkxQ9XNRNUMM8XnEUInFunGdsqY9iQRrRNFjuJ6Jv3GZQyUH+Oh899EzlL53IEim+ItfH/6O5jWFBvSb0PzI8xKY4yVt3FD8t30xhUO5E2mvAJb8v/VuP+rMm/kWHUrlVALsh7p+DouVF7FDDkmGGCuephkpJep4nY8z0SSdJpiq7C9KvnyQZZkrmO88jxVcyQg5ujdYXVbobjANu14nDGJq6vaAyELpIYqx2iKLiMqUmhE0f0oB81HTtK/+Z+FTFvyXDQpTs3NklJ6iftpsoyTop2j1mZ69XM5VHwAISR838NxcmQS67hMeSW/yX5xweAOkrjTTdzH1ZQRSrhohLTgeeyyVGwZy+VLmJKG6PKWstd5mJTaixAS50tn85T7JPnaMXzfQ1UMLlWvZ8Yvcsh7hkJ1GMeZY03mLbR4bez3N1OxZyjXjp3mpa9LYgiSxgoq5iRCKLTHN5K3hvF9j5bISubMIxhqK5ZXYol8HhMM0EIfh83HKFWPUn9JJMmgJ3kpJXcqYPLWxtDkBIuMC2jxOhiTBhktbcW0J1HkFAiJr636Q95+yWEUA4QmsOfg7x5cznjFJSpL3FV5kqnS7sb4SEQXkVA6cLFRRZSE38y0P0gf65mTJhkuPY0QUiA3cJpJ67eFqrSQNvob+nE1K4vlzHFZ8sP87RqFVz73Qxy3gqYk+fNF7+ffJn5JrvQCb2v7Sw5YU0wwsED2RKDQm34ZE+UdDbeBvswreV3ifC5rtTirdY5VD95GIDJs4fs1JClOT/JihnP3h+Dq5LxFMlDhzsTXULOyobTBJEEVUMHH5VQq4x2pS/mrnqs4WBRMVhx0WeIx6zmSfiuXxhezIe2zNllhw4oJJscSLD6ngNAk9j2R5tzHb10grxH4vlaIRfr55qq38uik4Gf5W/nbvjfz5fEnyZvDVMxx/rT3E6xMenziyM+xnCKXRd/CA/kvvYincHxsgo+mtvHvq/+AHVnBN0a+0EgGVaWFVHQRLcoyZt1BHM9EkXSmC9tpSWxkjXQZj+e/3jiWqjTj+wHgeX367XjCY0/2x42z6moHi+IXM+sM0KmsZdTeSb60HyFpIaC5iYiWoVA+FOAJhcKGxBsY8/eTlDqYtg9iOUUSejfZyuFTSk4IFP51zWeoeYKjJZ/bCvcyU3geSTbw3ApXpD7KlDTJ/vwdGHp7qEloBThAv9ZQmK/DNOYnVq3Js7HcEpJQEUIiIiepOHNYdpGaPY3nVWhJnE1EzlByJhFI5Mr7G9JOtlsO5DbCcQQ+8ehSztYCpvIThW+F9z54PgKFDem3sTP3A37XjfVxxtzCv1eVFjrjZzNnHqFcOxZg9NwiSWMZxergAmcMCBbutsgaBrP3kIwtp1wbx/VqZOKrmCvuPOn4Ea2L3tiFDBYexnHztCXPZ7a8j6jWSntkHcdKz4RJnMTrmj7JVu/ZBZqc9U3rdHkPlj0bgvyDDa4iG5jW1O+hMinQ1NZGMhm8e7HfigevW0H1xy9nf/Zn8woMJ8rr1L1NF84VQkQCCITcxWD+IQw9aMOdev099TFeatQ7EwudGQS62n6K9+j4Oeskr7qXtSKnCawHpZOS7voxmxIb6ZbXc9TajONWGxZsSWMFpdqxBsRECJXm+DpqTp5l+hUMOc/h+TaF8iEUJY0sadSsSZZnbsD0S4wUnqQreRETpecbjj+xSCerlCu5//U5on0SR55K8IEtGk/l/52I3oGupokprVxnXMq3x79AJr4qFNKWaIqtYJF8NrtLv8ZxC0CoVyppC1xJ4tGltEfWMVR8go74JkZyj7IicyMWFUaLW9DVFCl9EQKJ2eoBZElHUwJBd1U28H2PJmMZS/yzeCL35VM/nzM9vKgWVHs8L6Dkul4FVTHImUcx/AQlZhn195yx1Pe7hYvllen0Azr+lLmXCf8gBWeMaX+QpNZDxgt0hVyvRjzShY/PXHEnt2e/cNLRAvX20+OyPM/Ex2Fl+rWsT7yBVGw1ht5H3doEPAqVo0yKQbLmIPvdJ+hXL2KZvxYFnafdZxqtOtPJYtp5tnqPEUXncvWVtMc3ko6vY9TawdbaL4jLbZytvYZUbAWnxmkd134qVo6gqxkS0R6myrtR5RgtkZVkrYByH5OayVcGOOa/QM48ygxD1OzsCYw6iaqXRUJClxMsSbyM5dErkZCRECT9Vnw8IlonQijoSorL2ueILo+gLokhFMHTu3r49sxv2GEO82T1MHlzGB8PWYqgqxl8PNawEdurkLOHWUQnrm8yKg4yYx9GlnRUJfY7J3DB3fAC4VbfI6P1YzlzSFKEJ/Lf4Iadv8EKbddMa4rHpgu4ngkIbp37D3aWfsVI7mFUpbmBifBxGM7dz4bYDahhy3049yg/LzzKtKkwmEvi+07AwguTE88rMVrcjBAR1qVu5m/6P9RozYnQnzVXPkjNnkaSgpZc/VwB9uSESRmFojnKRE3gej4/m/kXHjW3MJx7mN25H/JfE99g1pLwAC3tseTKCurGdoQq0RyvoMox6obo4BOLdPPq9KfQ1RSfHXqeH0x/k2JlgE/s/2dGc4+HmIwKP80/ykRNolgdwrSm2EUAnJXl5AksNsFNzZ/hotRHECLCB7r+YkFrEmBFvMI1HRYBUcEgwE06WG6ZKecgCbkjwJA6OYSQeUdTkHgEOm9pMvH1dCXOpSm2kqjezYS3n3bvOG5FkdOkjX7K/gybpJeR9NJskK9G/P+Y++8oSc7y7h/+VK6uzpPz7mzOu9Kuck5IQhISQUgEkTGWicbGBvzYjw02YJtsk5OJRkQLkBDKOa425zw7OXaurq74+6Oqe2Y2SeD3Oee9zuGgne6uXPd93df1DWJYsQ4CB8+3yKgLSBj9tCU30Je6hP3WQ0yUtjFcfRFZ1GiNraRLWEF7fN1pni+XD+39d7ZOexiSQN48SoDbYGE+Vvwqe/O/JAjsyGN3OtSxTF8KRO++PRFOdn5dHw7AZ6q4lULlALny7khWxA+t67Q2muIrSBpLcfwqAT4puQtViiOKOq5Xpjd2TsiuDZ+gxjPl+y4fXhrjM2sFutMXRfuK8Dlyip3FX54SQvByoy9zORsyb5/3N13tYnXiVYiCTEINyWeKnEAUY1Rqo2hKC3/e+cF5v7HdEp3+AlSlhTZ1Jaqcboj81s8lrvdHskwG6dgCDuZ+jevlEQSNhNSGJOq06auYcY5iO5PIUpqL0+/FCwImyjsb+wqrF52Ml7c3SCZpYxGuVyIZ66PNWBNVb//06yIgsyJ7K+nYgjnkowDfL59ELKm/K6KY4LrMR3hD698CMOWGIPkGexSJ2QSuzli05zBUo70EFjOV/cw4RyNJmyqicDLeMWyFen9iAifMw42ljEVoStMJ2wpOo703u0/XLdCaXM/6zFtYm7mDKxLvDP9+QgIny02kjOWszr4RP3A5UHmAmNxEj3EulytX0J4+n6J5oLEokqQkMbUTXcpyqfZaDtUeIyZncFyTgCASly4DPkeLD3M8fz++b1JxJ/F9C1lOI4k6tltin/sohakY0pImOjqLHBf2EYuqX5Y9gyxo/LL0WyTJICV3sSH1RkRBxrSnGfRDYXFBUGlPbQJgQeLieYzccvUwA6UncN0CV+sXIAgSB3P/w7Hc7/F8C11OM1p8gbI7ziLjMtr1Nahigg2J1yJLMe7sfBfnCBdyYVPmtHfrzOxUQSaud4eDrdyE75sh883JMc0QMhp9rMOy/xRt8TNHqXqcEeEAqpigWVvKOi7kbOkauoQVVNxJjgo7uEC9hbSxCLM2AXj0Za7h7R0fQ5LmEwg8r3iazL/xDQD25X6JJZT5m+5bqdqjIVCXoJHITVb3YNbGkaKXZjfPMu0cpuJOUrSHEEWZuNZJzZnB9iu8ULubh6xfsjhYx0bpFXSrG7hQfz15d5Cd3iOIEfblVDTsegiizvnaqylVh2iNr8asTVD1c3SrG1ClOBO1PbQkVpMzD1OpDtBGfwT6nX3hYmorMTGLLmVZwkYqwTTTDDHjh8dRFCbpTVxASg8xdTW3wEOjzVR218DzKR8RKboyxepxNukL6PA7MGvjoW6OIJLVF9GhrGKYMWJSFkNu4jijaGIK05umYB6iao+H9lFq2+lO9SVDElTiYgu6mg3L6hFWK8CjbB4NxT/FBLKc4Q19Cf5xwe2RGftMw8y+P3k5K+PXM1dW4Zj3YmQHJYW2JygcKol8aP9oo6Kgq10NLKAqp+hNX8pXVrXy5mXDtCTWIBBqmIVengk2pN6I64WVkboUwtxYnL2ZtZk7+OnZHyGhdfDPhz/BV4f/nQCXS9RzGgm+687wfw58knfvPYY1KRG4Ac7uCb531wJ+cqCXmpsjHV/WwHI5boV9wn5mSts4lrs3qtLVB9bZltpEaQcvTNXoz1xDgMd44Rkg1DGDcGDdkHkHqtLKkJvnzb1NSJLB3eX7o/uuIEtpHGeGq57/Aa/bGhq2S6IRyvyozaxUrsT1quTdQRy/StWepjt9Cd+b/hWPF/4TSdTJGIvIl/cwXHyW6cpeXM/CcvOsTSejCVAgYywiLrbgBQ4FoUROnGSH9xB138YF2WtDySMS9GqbaBX6qfhTJLQOOlPnEFfbEAWZmdphSsIMBWfwtM9YEFg8aj/GV0a/jeeb88hIQWCTia8I9azcIkljEdfFbkaOMHCeV0RT28J7IciR1ImEIGgEuGGbU4oTBD6Xq5eFZtu1CbzAxXErNKtLEBAZKj7NGi4gbSzi3NTbcaihSnHqrdJ6qEqSqzYeo+LKrOFsWlPnIIpGJMprNfA5L03qOTlE0UDF4FDtsXl/d32LkjBN1c8xGUmrWPYUutKM79vU7Am+N/kDQIgS9HXEtQ6eq/wEQ2tjyjlEh7EOXc3Spq5EljJ0Z66gYh2jYh1nWfpGYmKWenXr/NQ7yTkD2M4ER3K/pWQNcWn6A1yceBseHr8vfWteu7AttRHPn6vRFURYMo92ZQVjlW0Igsx1mQ//UddjXggyiSDNNdorTlIeOBFnXRe21ZQMf7fa5e7ST6g5Y/P8iiUpxT8s+TjZRH1xMYeEELihvE5jYSXRFF+O59doSZ6NobWxRL3kxAOEUyR2Lz+CedWkonmkwXZ/+SGQSaxkvPAM2/M/4LizmU+uc3ljy/vDs2gsBKNvCyIHyw9QtkaoOePMmAeZdo9w2J2kWVzIguy1s7Irgsqy2FVYXo4n7F8jiSpTlX0Igogsp9mkvJK4Fi4w/EgKqSV5NgXzEDG1HUNtpSW+Es+3+VDnrWwfayV/Tw415XNT4jzO11+D59tY9jhFZ4RuaS2G2soV2tn85cJ2NCVLzc0xWdyC7c6E2F5nEs83qQRTJzByJf5p0fu4pekj7K1OEwRetKAXAR/bq6BICWynRCmYDJPzwGGXeQ+L1At536pRLmpXyZ6hTnbGO11zCqGQpqgjSzq+bxHXQ4mBlNBG1m9mt/fo/xM1bM8rUXbGaFGXschfghddmBlhhCDwGM0/TSrbwWLO41hsC5POGJPVPfyw9HwjYZOk1BlKt6fcKwcK9/J/i/ejq23oShN98ll8Y22Gv9rh8YL5s1DQVlAY8rZFOlFTNMeX4QUORWuQlN4b2pX5NVpjKxkqPcsT5lfQtQ6WxK7AwqZXWs9+8wH8wCUZ6yWutOL4VaZKO6nrW9XD98s8Wv42QeBSdsZIxxagCAaT3iEcP1yFFaoDOG4eXetARIjsQGYHE8uZZhrI6AvZ6TxARl1AC33MiCMhwzQuk68eQ5PTOO4UomjwldG97PrDSt43MMPSNdOM75C5OvFOHrKeZ6SyOWpjh9fC9KZJyx0MezuJSVny1QGEmISEQkruQknGmK7sp11ZgSnnGfGtUBLgj6rIhZPQYClMNlSlJVK7P4YoxlCkVORGUCXwLT49tIWfrlnKP7jv4/8e/BQIMsszr+K4+VxDfR9CEHrePIKutiEg8c+L3sxPh6cwvYA9ubuAMKGx7FB7SpabuD5+B3uCw9yxdw8ld4xi9TiCqNOlrSemNHGVeiVH7Tyeb5JNrOb2zM08Utk/T5H9+sQ63rCgzD0jSkMSoW4s3axL/H3zq7l75CqeKH6NILA5Xn6aP+x5Bw8/IvHqnhqfGtpCxZukM3kObfRz46LX8MxkhRFxjLXyQg5z9xmvpuvl+V3+C1yU+nMGIlNqgOnSjki642yWyx1sd2Z4rvA1Xigl8P0KZwmX8EK8xkxpG64XPqd1821BUHG90GdUElU8Iby/tlsiCHw2JF6Li8dQ+eGoaulG1SeXJalX4FALJVlqE3xn8scEgYuhhS1ZM8hTsScYVHeRFXqJy62UxONoShYnMKl5JcacnVRqowiIGFo7MaWJsdKLpGILMeRmStWjtGjLMGvzPZ1FMUHgW6HuoKTPMQOXGhXtjvTFjBc34/pVUsZCytYI5eogv3K+NW/Cs91iw3jd83xEUUOJJqyr4m9hVUbnK6Pf5UnnWSx7JlSh96uhFV5gIiKRiS9hs/t7kkoXOWGSJf5SimIPbsKmaB4jiFp2nl/jD5sX8rlDJZ4tfANRMmiKr+DdrTfymaOfAQJiWvccO6GXH0HgU/CGT2D5h9ImOXcA2y2xKnkzA/bzVGqjVO1xgsBBkuLUIuiK6xUiSZwqrjtD1dZR5SSj5laysUWM1XbSkdzIdHV/dKydbFSW8ofq7wFQ5GZGxMPkCmGymEmsYbl0CR4eY+IYR4oPNsb2sBpyLpaXx6qN0Zu5kvFK+Ls6TvFI+dFIbLXKPmF35EaQ44/DC0q0pzbxYv57HIwvjUD/Z7ySjf/K2yqOV2m4EtSjI7mRD19ykNxDt/DlKDEWBDW0yXPGqVQH5rFDp0o7kSQDS8iFeoNsO2mf/xux/RPjT2UuV6x6XhAShK550aVbOwsQiGudFM3wGrjuDIXICaHuX+y6BcrWCIXENCoxhovPEuARUzvoNy5hR+Fn+H4ZSUrRmlhH0TyM65loSoYxcQyzNg6ELP/pUnRNRZWKdRzwKJr70dUujpd9vjR2Dx2HVvGrjc3c2lfhQ3sKUYvUI1/Zh5FuBmCrNcKvDj5DxTraIH2E1dIE5QhWMFnec0Jl1OPL4w/wka6r2V9o4YC3mlx5J7rajizFKFvDKFKChcaF1DBxvAqeXyOmttAWtPDQUIwr2vIsaD99oeyMlbi43oHrlRr6Rwm9F8vOUbFCuqtPMOdGzQ8BmbpgqSgmGk4GLz9Cg/h00IqHj4DAYTFk9+hyBlEyGHP24AkeqpgAJNbpNzUwAhAmgicyVYGTSt5zIyxR54FQ8mHE38OgafDRZfEIFxXKXJj2NLZTwvHK3GBcxq/Wns87Wt9Oh7CMZn0pzdpSWv1eFiQvCVlWgoIpFNnlPsRZei9NxhI836JijeIHPpKgocipiJlm0JY6L5R6QCYIXJoTq+lTNqEJScruONPl3WhSinhE19aUFix7ikPuMye9dGcn3kBLbDmakGCRehG1oMSMMMK4uQPfN5kqbQmN4KMBKa53U6PMt0c+zVUvPMNPH13MJwbvZyebOZ5/oKFZZmidxLU2qvYUuWCQrLyA5cEGeoxzKNpDFJxBJJSQ/Rr4HCk/iiCIrE7cRCYSdvxjwnbzZIx+dDVLTGsJAeByGkPrnKPKHrpBHMvdy1/ucPnN5CgIMoIgMlh9AVGUG+D98CUPpTsse4qqPc7DozZ39LTwjZEvNKQ72hPrG8fgugUuapfZqCwFCJMZt4DvV9iX+xkzlYMctKc4FDwfujhU9vG1oU+xP/+baAsCXZlL6YwJ9GSKjJj+STiax4oD/PPg3TxV/l4joa85Y7xp+xd5oPoif31wkIHc/UyX9zKUf5Qt+W/zh8lJvrCpSqvfyk8nPzNve6eTlwgCmycLX8bzQh3BuTFV2sJdU59qJNqiICMg8ZT9a8rWSLRAkhuVqvb0+SzKXI+hdeO4eVzPYsDfhhoxxs/TbsHFY5KjJGKL6M1cycrkTYiCgqq0sS/3cw7nfkO+ciByYAmTB01Jc7T8OOdIG1mgn0+bsIScP4jpTrM8dQOeX+Nq7VI0KUnVnsb3bRQ5gSzFqNgTKFKCAJ92FiNJCSp+uFLuylxKJrGGRGwxkqgjSQne1f5W/nXRrdQnXk1pJWUsRpFDuYHO9LlIoka1NkWTsZQgsKIKbv3aSXx04YfJJFYiIEcdARHbncHxitQCl2s7TNqNdYyWXkASNfpSl3BjMmwz5awj5O0BFovnhaB3bxoPh4PifkbEkH03d4IomQe5ffs32Vy5K2Jnu1wkv4KPXHQoquRCq7GStPanscNn5pGvJERRpym5gaJ5DFmKsbd8D0XzUMRYDtt3nlfE80oR41AhXzlAyTxMXO/HskfxA5eY2oIqJEirfZjeNNU58gllx8OPFux9yYsYLj0PhJpklyk30idn2eM9zoHcL3G9EtnEOpqSG3hV5sOh6n55N72ZK3GxGsWFEA7hzVnQR8K4yStZnL3xj7omhtZDl7CCAJdCpc42FSKGsHTSuzar+RXjvlGVhYlLQ9cOZG5p+igLs69kpPAM77t3Ed+f/nm0tdAV4ALjdpqS6xtQjDBCuZyY2hzh8f7/MUK87Ikwq5J5MFrIhjChE6/ViVI3jjPDwdzdDNlbQBBJxBbRZqxhb/6XjTFTFFTGi8+HGDzJwPFMJr1DyJKBrrajKq3oWgeCqDYWVwBdmUux3Tzfn/g8aaWHCfcA/7KjidU9k3xlTZqN6beyIHsdt7V8hCZ68HybEX83jmuGVVFBJtRXNMgai0novWSMRWSMfuJax7xzUwSDlckaRdvD8SpkEqux7FFEQWZZ+pU0x5cx6R2ixe+ibhcYl1u5pC3O3YM2cdUhu/H0lfQz227ZU7Qk15ONL6U9vg5J1HC9YqgXhclRtuP5JqrSFrLjUufRnbmCxdmbWZ59DZel30drahPnJO9gWfpGFqdeMa/X/pIRuJSEGWqEkgTNQQ+dfj8AK1I30aasYI95L8P5x1HkLAVxmuXK5XM3cMpqz1z9rVNFWLJVCPDImYf5s/338OY9vwkZQUGNkjXM0tjlZGOLiKmt/PnSPOe/0+LzdxyiLOQZLj1P1c8hI5MOZjVxxqo7qNrT/Cz3Q9pYQmtiHRljEaXaMPnqESA0TQ8Cl3z1KHd2vosr0x9AFFTiUivTDGD5BQqVAwCUasOU7FFqzhSub5GI9VK2Rk46nz21+ym5Y7hBLZxExTbSQWuDvXVilMwjDOQeIMBlurSDR8ahYk8wUz2IIISVBUlU6dLPigbHsFohoTAmjjHlHgptdJReBkpP0KIvpzmxEs+3qPllykKeVdKlxLSeM939E0JElhK0ScvCwb82geeVERBJad1oSgZdaWV2IJV4pvAVNue/Ragcb2Jag1Eb2KEjfRF/0f0RwlaI1NAR+13+S3z86M+iQUJCEJQINF234YrzieO/4Dfln1Fy6wsYH1nO0pTcgONOsbV8F7nKQRKxxcT1XuoDL4TYl7/vuZQAWPfI07xQm7+SzybWUhUqlKwhfM9EENRIlDoUBT2W+wP7CncT4CGJOn+98O+QpQwvlL7Pxsd/xWMRWWAejmaeR+18CZYwZgVaW1JnnfLqe74Fgki5ehjbmeAd7R/ki6s+RhBJslypXsZrM+sbwpemNUixGrYts2o/T1R+yP7q/eStY/Tp55Kzj2IKRc6SrqIjvoG6+KYk6ixNXhNp18kUzCME+FzZKTNY28ze8j1MlXfTqaymQg7HK/M/pZ8zVd6NobWSiS+j3QjbUhltIX3xC7HsGXZVfkNMbaZkjYQyHkgoYoy16nW0Jlbxxpb38ZPc7/jVYDV0lxBUMkY/jmuSNRaz1X8YyytSNI/heGXSUugaIDSSqlDXbW3aRYjMtt2o1ULg4/smDxW+wHUvfJOh4tP4nhlagwU11jYprEzcgO2WkKUYu6x7CAIfXUox4xwlE7Rj+QUkQYkEbqM3QkyEFe26HZBv80jt1+w92s5rk7cAEuOVHZTskT9a2DwIrAZeSxQTCIKCIhkYUjOqnKbm5KMFsh8m3vMWIiKtyfW8pumvEEUdSU6F2C0xhuXkWClezJeWrKXkjOB4FUQxxHW2GWuY9s2IpbuAseqOCHJisC5+MwXf4rel/6JYPYYspdmQeSsBPq5XZRvbKFWP0pW5hIXBSkYLz847n5bkeuL6rE7cUOlZjpYfR+L0MhzzQ0CWm5AklZFg3wmfhc9tV+aiyO5vzq8EGUnUKZkH+erQp3lddlWorEDAYX+YijdJEFj8aOJzjaSw/r4+VvwqufK+6B6E77OudnF7699Rcwr8/0IJ4o+JpdnX0JM50XHg1CGKRqQTmpkDSRAa/xPEU8neSI2WsiynWZW9DQGBpNLF6sRNVKxBBnIPoKttDfzkufHbIQgXZbYT4lEniy9g2SO4voWASHNsecNJKZtYx6rsG3iFfimiqCOKOoOFJ5kpbed3lV8xOJFh9ZJxJoVBJs29/Kb4I3bmf4JpDTJZ2kpS78JQW1HlDKG1m0ylNkHRPETNK2F7ZXLlHfPObaz0Im/acy9Puc8RU5r4QMdrEMU4RfMQeX+EYm2YpNSBgoIixREFhX/ovYCqB9d3ayxclUOQT5+qnTGJ83wbx6/i+FXy9gBmbSIqeUqUvDF0McXZqTexIHExK2LX0C4uwxBCkLsSaOSFIobUzJh4lIVBqOukKemXPaAEuOTcY7RKCWw8hoPdDAr7EJAYrG2mHEygykk0JQTmm0GeA+7j87Yx16pm/t9Pr1AeBBZmbTiU3nBnyJV3UDQPY2jd1K2P9lZ+3wDUjldjYHtM7tZ5Q9N6lievp+rMsN36HfuqDzTaq2ZtGN+3cbwKh2qPUbQGKVSPIwgiCa0jFO4NbGIRYPhro9/mGeuXZONLKbtjjBaeRxY10vFl9KQupjW2ipTagyQaJPQuLlJvIT6nElmPejuriR4WBqtZw0rKQv6UVUqAFdnXEtf7IhJCwIhV5fWZN1GtjSJJBnG9gy5jIwV/mITcQUtsOVOVfQyZLzDm7qXmFJgpbeN4/n6yxmIKzhBruICFqSvQxRTVIMekOIYoKH/E5BKuoHbnfsxw/jFWxq+nK30RrptnrLgZy56g5oaEDkPvPSVpRBDVcFIlYKK0ja+NfI5QIqCP9vQF0b2vUY6Uu/+m/+84P/Xuedt4ZepO3t16KxVrOMLahO4AupIlV9oFCJyVuI2Y1orrVREEcT6uCpcfDeaZtMCsTbJC7GNuUnWBfB2b5OW4bo4Al+bEGv51yTvnEHNC7bBwW36kAh9GzRkLsVeCzlvaPnySnlt4fnOxcScmc0HU0j85wiR3ts3/ojnKc5OhxE/g29xd+glfHPo6QWCjyBk0tQ1ZimHa0+TtARx3itWx61HkOMVggj7tXI4VH+F5+zcMFZ9sbNf18hSDCVJqD6nYwrDl6ub56JGfAqArWWJqKy4OcbIIiFHrBFQpQauyjNemNpEr76PsjlP0x5BEDcctcqFyMzck3kTFOs5EeSfT5d28vrsJAYkfTX6RqdIWHih8DjtKXiw3z+LYpY2KVGiTVSamtvJ/+laiRlZ/4f0QCQKbN2777DzD7QZODjn04fWKeL6JEFUpXCyenqywu/hL2hOhZlrdt/Eq7RJK1hAONWyvwkbx8kbS2JW5lN9u+gvSiRW4Xh5D7yUeW0DZGuS2XTsYroaaZZY9QkrtYa4w7mycGScXTsBh8tCSXIvn20xUduJ4FaqRlELIhp6rjyYgIITC8P5hBER838Z2Z/D9GopkcDB4gQ8f2kepOoAkalyQfBvd6Uuw/AKbq7/g7NQbuDT2em7PvonLjDu4IPkOEkGcre4fcH0LXWlGV5sZ8rZRqh7nbOV6ZDQWZK7G8oo8XvjPxrMqSSnaUufRJC8iKy9oLBxdt8CK+LWMWFvPeA0gTEh0tZO+5EX0aeeii2FHaXZOEZAlg1z1SOThOhu+X44EmcN3/1tTv+eS2BvYlHkHw95OcpWDXJ7+UEOLMVwMqFGVW4/Gq7DwsCz7Ov558TtZm5XmVeFO1LX8fxV5b5CYkH4ZHbUAUdQpVwcje61wngn9UmMhRjTwWZC9bt6xC4IUeg4jc1n8bWT8LLKcoYNFLBQ6uTn7YWQpSbU2SsU6iu+bPFUIrQML1mCE25/VAnTdGWx3BlUwGCu9iKq0Iggii+njR5P/iSjI9CTPj/YuYtYm+fBWiV9v7Y/ku6bJxBYQ9hxd2lPn0iusIav143hlgsBDlVPYbiHMicxDlK3heWQWQdBZlrqeQnkfQ/mHmCy+wNcn/kAy1ktM66Rsj9KiL6fPX8wefzZ3+Yfjj/Ktyd+xwLBR2hSE7On1Zc+IiXO9MlUbmoxlqIJBm7qSsdpOytVBdDFNt7+IPd7jxOQMNcoIgkjBGaJDWcWYvw+BUKm9aA+xVSnQwTIct4Ibrd5fTq99pnKA4eQ5BIJPX7COwci+aIl6CSPBPlq1FUwJB9DlDCPlzfNNZwFZSjUowLMaRMJLYgZOpnbLmNYgkpTgHe3v52fFX5Mv78L1yvzFwV389q6FlGyD42WfCe8A7dpq4kGGHcWfkdC7MZRWxuxRVDlNp7GBojeCKiaYrOzGUFpISh14gUvVHqfqFqNBPrLf8asEgY+mNBETspT8UUZKz+N6JTSllZjWSr68iz2ZLq43XsNPK/V2Wijf4LhTWI7OkLCNFnkJgi8y4ZxaAwzgaPlxas4k4CMgsVfYzOZS+G/ft8mVdlFWRkJnDWMRWWUBLfEVTJR2hP18rSVqI6hUahMossGYOI6Hw1DxafpTV9Lst3OwNsrpxCtPFYoUR5WTWM40eyu/D2VBcAn88DwWpK4FYKj8HGm9l7I0PE8uZkPqjSyV27hr6tMNT8eYFk5wabGbbPb1LAoWcl/xP1mUuZ7OWMA2az627AnnHl7M16V3BMJ2WR5FjmPovZi1YV4s/bDxbNcc/aRn7anCf/JUIZSC+NXM5xrXQBBUioHFOWkdeSbNstT1XJtayl/t/3LDsxRCkHS1VsF1Z3ggNxJViEPF9fp79YOJL56w3/BY61W6IPCZVWmflTd4uViaaWGIx51QBDTApebk0NVmbGcaVU7Srq9BROJQ/neochOCoDMjjIXSGbVjTPuhvlrFsiOpiW2NbQ8XnkCSEnie2TiecnWQvszlBIFP2ZtgtLYdSdRIxHoaLUbXrzFUe4FvWFvDZLw6hGjIJCKl/ue8+zDNCQQEAnziejf/58iPqFjHmFvVCAIHUYwTk5sZ9XbjugU2iFewJ51grPAkFes4k7aILMWoOfOV8E/FBqwnUHWZiyBwIAjxcqY7w5POXahyhunq/lBvERHLmWFBQiKYchlyt+P5NaaDYuO5cv0aG/vGSB3oIs8uJFHFD0KXkqH8Q4yIz1C3SBrKP3yS8OutzR/nuJvj+eL3TnnPRTGBKqcRRZmMtpCVwQYe9r9FMtaH7ZQI8PHcsCsTXs/G2YbHF9ihqXvgI0oGoZCVzxr9BvY5DzMTCdLmy7vYouU5W78Fn4DN/kGOeC9wKHApT47QHF9OTMxSdEcoRGbmnlskHlvAVGk7HdHia9TcRpuxuvEcZRJruMG4mV32EMec5zlQ/CWCoJAyFlOtSYDPnvI9UXXuZBuouSGJBp5vcyT3O2Q5i+eGY4okJXDdGRS5OcLMipyIr5OlzDxMdqU2wZcuMXlivJ1PD3WRDw6xJ3gGv/HciCHjGh/PqyBLSXxqgMeg+SyfPL47wnTOHm+4kICw5a39r903Thc58zA5DjdkpU6MuXP6ibqsmtKB45Ubn8tyE59btIHPHO7lsPtcWL0KbIbzjwIBDxe+HGLgtG7SQZINLSofe/VBPvHLDzBTC/j6cKgzp8hZMkY/0+W9EeyrhiI3NxLnmNrJjHMUSdRx3Dylqs8D4g/xvDIBBuPmDoLARZLirE68iscKX2fLwQUE+CRjvTh+FUlKIosGY4WnGBeeR1NaouTaw/HMqNpqQGQ0UF9o+X4ZXe3i4tgSDhQTjedgqryTjtQmKrXxsPjgFJhRD9OurSbvDZLQOvADh25pLY9Napy3HbKyedqK2xkrcaqcYVX8RgwxpLeX/AlichOtyfWcJ23iz/vTrJYuR0BCFjRUDBbJ59PstxGXWmmSFmAIWRJqOxPFrYwFB0IPxcCnJ3Vxwz7oTOH7ZY76L1DDYlIcZAFr6Q/WkQjiJMU2NAwUMYaARNZYPK+sLwgqKxLX05k+n6WZGxttv7melC836uVY18vzvYmvNbYf17uZMHdz5eYXuPTZH/CYvZmaW6QaFHhdWw8pYyF+4EZCowpVe5yh8nMRoNvD80PK+Li1i6o9Fb4ggtx4MQVBDLWORBVFDtmo5epA9ECEvpKlyNPteP5+fpH7GpnESmQ5jSxlGhYn1doQU6WtDJhPs82+h9hpzJAlKYUU+SiKYpzW1EZG809HaucBQeCSTqyITM59CuYhbkqeheUVUeU0giBytnQNiVgvvm/TFFvCQuVcxEDECaqIokrBG2ZACMG53elLTqqSni7M2gCmNRixeSZOmnyagg4W+kuwnWlG8k/MAw8HgcPuyu/4g/Ub6vpmSWMJ/9T/DiRJZay2k1XCYu5cKtCaXM858ho+OfjbkwQvbaeE6c5ECVCAKMZChXo5Tc0tUPfDrLNfZ1XcT2QI1tlnflRlk2hOrOHZyo+4bzJcZW9UF3FX4dF5OJ7wXg5TB96fl+iM/DPrshPV6P8jzIhoRP+LUU8WU8YiVDkTMR2F6LP5wteni7ohdxD4TFZ2N/7ueiUse5qY1knVnuRo4SGOFh8mCGxsZwpFDluDa6UruEC9pZHYLMm8ktenbpq3jyCwI4b17P1tTqyiy1+M6U1RtkYomQcpVMLnPiG1hX+zhrCcScrVY8T1hXhemWL1ODnzMDUnR768C9uZCKuEok6Tthg/uo/zI5SLGCs8E7EIPQ4IO+Z947Mjj+B4lTnVztNLVtT9ZOtsV1lKhzIGvk3NCYH4nm8jiRoxuRkFnQ36zfzb8a/jeUX8wCHApy9KhgEmis/z+gey5OwQZO35dnRNhchuTI5wi3V80mzFQxQN7lxWY7nefNqkXRRVFDn0gB4pPsOAGIq3FioHGu4UIRu7zraTiGk9ETNXpGyNIIo6SWMxQeATUztJGcvYWr4Ly84hINKa2oSudlGtDbPLfYhR8SiuV8bxKrheldWJmxCQOJb7A65XpSm5nkRsEZKUCIkV2dfzhsyV5IUica2NCTN8HuN6Pxukq3nB2c+O/I+jNmUo72PWJlmYvZbuzOUsTF5KobyPbGItZ6pg+YEdMWADXHcGTW2jL/MKZFFHklI0x1eQTayNHFLmx9wETkDmdZk7OFpM8onBpxgsPhmOZX4lYrkKkSWZie+ZiKKGIMi0JNcDEjUnjx+4UYIy93mbxcudKoH7U/x0TxWuO4PrzpxyH/V2/umi5oyhRA4cC7LX4Xll7tj1Iy5MdfJXXbc0MGShzJXewAFWa6NY2Dw2WeTeRxbw4nSUBEpJOtIX43pFJoub59iUBSHRStAQxVjI3ld66E1cgKa04LhTSKKGJCUQBJmaM4Mipzg3cQdfX5tEU5oomgdYp1zbYMovSF2GqiSJ6wsJxb/TEfZeQhb1UCpEbQ6diSLoRD0se4Rvjf47nm9xbfqvqRsHLAo2RImuiCiE72/eG+Sz/a/gn/quAQiFhi2fBw/14uVObYsGL5HEJfVuhv2dDJWfw8Ohl9XMVPaTkXr5zLmTXNU/xE2dGTQhwai5lVpQZoKjVAWLVcEaisEY4/ZuZMIDL1qDpMVumuLL0YUUPcY5vJzy73R5DwXGydlHqQk1ykKJnd4j6EFoexOX2zCdSQrV+SrRQeBhCkWyQm9I+xVEBEJLizPJepwqhvOPRDIBMjG1GVUM923Z0yS0DmyvTF/yIhb7KxFFhbHyVnbOuHxj2U1cpL6aqpOLbKJ8bDdPtTZF2R5HlVPoajOWPU3NmUJTWmhNridpLAlB2YGPKMaw3SIl8wgl8+ApVvuzk5DrzrBUuoie5PkYWntkPC5E9jsaNSePLMWwTuMb6/sWZm2IpLGIILCZKG4mIGCDegOK3IIoqpSqx1GUptAmSGniS8f/JWTtijKWPc4jxa9g2bnwhbCHOFx7kiF3O2OlF3G9MpOl7eSqR0KiyB9RiQMhGsDz8/5Wj835b/Fw4cvMYrzmX6OaM8kNxs3c1vJxFiUu58Ndb+Ab49spmYcomvv51cynee2275EzD3Nv5ResFC+OFOFnB0yzdpxqbarhdbc69Wr6tQsp18aIa+00xZcBEprSjiAoje/F9YXE9YWcONnLcoZErAdBUBoEkxvaWlmZvInfVX5LyR491VVonPfGpoBXpe+cs91g3jff2vZh+tPX8PH+v2ZZ9rWck34PhtzEXevfxrrMm5CkcOCa/YUcSeqcOuqG3KtYz9p4mHy1ps7h8vT78bwydoTRkkQ9qh5KyHIGVU5SqBxiP8/zaOX71CLJgnXicizvzNie+gD/6s7m6BhsujNXRLCHCUxviq7EpohgYiIg8JaWN9OZuTBsqTgTcyZTgZoTDuTT1kFUOcnpx6DZtrMkKBFrNfz7VGVPJPJ84ndPjvq+g8BBkRJIok4tapcntW4MvTdqG1doFfp5d/saRsSQbRdW0k06tfVMu2GCvir7BmQpzeOFL1EyDyKIKp5fQxBEFmSvJa620Z7cgK40NwhEc5OJm9IfwAsEgjNUn1w3R6FyAMueoCd1MQdz/4PvmeGzEbj4fpmieQBRTJAylqMqzfQbl6ApLaH4r5trJOq60kxS76JVW4HrlULnEncaqQFpCShVBzheeBxZSlBzCqxUr6YlaKZdWEx35lKu1l9Dp7yalerVXJV4Fxcab+Q8bTEPFo7y7p5uvrXsKhQ5TFay+iKeLP8XA+UnTzpHx51itLyFXPUII9WtKEoTb2u+5aRK5dyYbXWGkdS7+c1Zy5ClGIIgM1neQdkamUfQOGUIMtM1mwuWD3G5eiGeV6TmTOL5tYhUJkZEQrsBU4CwzdiduZTXZj+A61VRlVZEUePleHHD6dil0gl6kKcPVWk7AZohUR9vwva0RN2v+kxRc8ZJ6N18bek6krF+qrUhvjX+Xf7pyFcbv01H7cvZ8Nhq/Zaj4j5+MSDxcOW/+PrwJ/G8Mleql9GfuXaOF6sQzetSAwetSAnGyts4XgrfXUNbEC0SCo2E1HFmyApxHhxPU3PCxGqX+xCmNYjtlEJbT69K1R5HEBTWytcQk5toSq4N26q+RULtDIswkdB2PcIFtEoQWGznWSTJICZliaNGBDsLQRBR5DimPYUTCFi+wGJhE5PiIL8z/8CIJSHqp0/VXtKxQVeaCQIfVUmiinGmyjtRpBQxrQXbKdFvXMyx6tO4XpXFiStI+hlGhcOsZQMeAYeFw0w5h4jLrTiBSbk2RlLrpkns5bj1PBltIVPmXiz7ZED+3NDVrmi16aJFVhyG0soqzmE3z5ISO8l7g0wWX2j8RlXaEBCJ6x1RmT0crMPe/Hxl5T8mOtIXkxTbcLAou2PUvBKWnWNx8kqMIMV+6yHM2igxtZ0Pdb+V1y+YYdPjP0KWDCx7PDqGJDGtlbJ5lITRH/oGqq18rPdNfOCKA9zx84X8z8y/88fQ3+sPT8jEqSHLaVy3AHh8buXfM2IKfG7gE3RnrsB0p+dhd+ZuRVPaCfDnXZ8L0u/FFMrsyP+YgABVaabJWEbOPERMa8HzQ/9W052mUhtjUeJyZrwBCtWBkFEqpnll/By+PvyvYavMLRJEsgIv195FlpvoTp7LcPFZ/IjJ9HLb8hA+Dz9e904WJcr84w6DR6xf0K6v4XAurM7Vz//Ty/+eXTmP31fvIV85gCiovKHlvdxd+gVFcz+iaISLkupxfN+OSvUhUzYIXHzPZEH2FZTdMYrWUNhiVJojV4hZu6rGXZPSUcITtvovSr+XrdZvSem9vL/9SvYVPH48+QUEQWZT4k1MikMMlZ/DdiYa+AvPK0bXohZtVSDAbcgrLM28ioI/jOXmqdrT3Nn553xz/LtYdqixFSZd+Zd1HevHXb9m16T/in9Z73LeE99AEnXe2/0B9hVMnvfux5Cbsf0yxeog3YlzmLD24Pk17KglVYc/nK4ipMhh60IWY7TEllNwBjFrk1yVeDv35T8PeLSlzqNHXMvWwg/Q1TaSWjeWm+c/lr6ODxz6FUXzMMlYP0Vzf0RGEEkbSyiYh17msyPQljqXieLzCNGEJYoJulLnMZx/7CUnr5cOiQXZa4iR4gJtGdutMbbkv00ithjHreB4RRJ6L5qcYrK4mZjWTUxtabQOk8ZSBERqToGr4m/h/vK38X2buN7JJeqrub/0zcb7AvXKTKhTdeL51+VW5pNh9IakUN1WrS6385G+93FJi8VzMzqHih4/nvgX6uNsKOacwPOtSJ6qN7JmUlDlJgwtrKDO1XlLx1eyQr6cBDEcPMbEYY6WHkWR4pi1AVLGcrJaf0M+JKX3MvSXS3BzHqt+WCTvHKdNWcGB3C8QBJWY2nlaC6i553xmp4W6S0kYqtLGF5a/hw/u+8op7Bznx4ntVFFMcFXyPUwIU5GbRn1yPtU4H7lvCCqKnEGR4lSs4wgIdGUu4WzhXH6b+9cz7v/0EboevBwx4PPSd/J88TuN77alzqNiT0SyMm4ks6FGCgkj0XGHz8ipImUsp1Q9esp992SuouJOUrKGcN1CNI55rMjeCsCBwr2kjUXkyjuI6/0060u5XDuXIavCs9avQqzmHKKWqrTiuPnIRaQSFSd8zNr4vHuuyC24EUZckVNsNG7luLCHkj1CUu2iUDuOobQwVd7JyvSr+eiChfzfgR1M1vZRrg6EBB5RpzdxAQv9xTxS+mZDZ1aRs/Oe8XPS72Gh3MzPpz8dLh4CP9L181mQuRrTm+Ya/WqSisivSvfz3vZr+aurDhD/2o9OeT3PWImrYzhqbo5C5RA58zCBb+N4xYjkIJILBokpWToTZzPlHaEgTrM0WMNeYS9T5EkHzZwtXU1nsIQg8GmPrcH2y0x5R+jU19NMD0uNq04rg1APXW1iVeIG2pNncYn+OnQ5Q756hOdq/0PePEo1KJAzZzWNBEGnyViGH7gUzCPR3xQgwPPNkG0XtbzqoqIvNybLOyj6o+Sd4wiC1MCIHC49zCH7CWy3hKY0UXNzyCK0psu8oeW90co6HAR1tZnbM7fTmtqI41boSG7kr7rfhBvAE1v76E+q/Cl+h5raNotTCdzGNv7+yA/4j5GvAzCSf4Jcefcpfh1WkDoSG3C9Mm2p8xpA4GcKX2WJ1EU2uYY6Nm6itAXbzWPWJnC9Kj3BCgy5mZb4CmyqTBQ3U3PGyJkhwLkjJiAIMqlYX9jSktMsiV3xss/N922O58P2Yn3y8SNXhrkx+yxJ8z6znQnevf+3vHr7fn6b+1fM2jgdfi+bMu9iQ+Yd0bcCvjGxmeedkKAhiQaSqLM3et7D1ZNP2RohE1uIIiUibT0N1y2gyVkkKcFoeQuOX0WVk8S0TgREErFeVKX5hOMNIoJJ0Pj385WfYtaOU7QG+drEU7THQgFh3zPZUvk5ZW+ikWCvSt5Ma2Id9ZVxqGvmNQgOoqDSmT6fI6WHGS88Q6GyF9uZ4EvHP0G1NtRg5bpeviFpU5cGmndNBZUr0385h1E8O0AfEHfzyZ0h9q8reS6ffs0BWjSNkjVEyR6hZA0T01poCjrQ5XSjguH7FkFQOyMOz3Xz2JH7hSxodKprMbTWKIHzEZBZKpzD3up9iKLOX3S8g05xBaXqUf5jIMSbtCTX8zc9tzHLQnbPmMCljOW0JM9u/FuSkqwQzgdEFKWpgffsYBEIZxxCX2Z45O0BbKpstUawhEp0rD5ZYwmvzn6QHu1s1gmXkI6vwKqNUbHGGm3vsnkUz7eRpRjPew8iIDb02S5s0/nHxR+gN30pstyEpnQgCmoI85hz/mGlRQjbUickpYIgkzIWRS1Zv0EKc90C3bGAa141ykdvOsCFbSHuWEAiEVtEELik9B46k+egyk2IgkxXJoRPuL5JsXoMRQo7Gj2ZcA4oVPbyXOFrPFT4ElPiRKQFF7ZY21LnIUsxWoNe1sdubhDvRjbr+DZcE9vIaulyDhfvb0B1am6OmNZDOr4yqhierI5wpgSu7nwwN1zP5FeDlUbF+lTvCwik4yvnkcdCT2ydJ627mOQo3ZnLScQWnrT92Qj/HgRelMAdo/5uD+cf557Cf8z5rvRHMpBPdo85XYS4yVm7rfOky3G9Km3Js0nEFkDkVFMvxAiCgtGQtZk/BgMUzf0RAepkEfSh/KMUq8doMpaSNBbRl70aQ+tj1N7JvtzPyMSXUKoeB8CsDeNi8cvCj1kcTyBJIeM1LNIYXJf5a/6h/8/JJlaRii0kHV9GxRqmXD1G4M8fcwJ8FDlFEFh4vsU2627Gy9sxa+OUnTE69fW4ETQm4af4+tECR3K/w/WqyFKKlsRqAAruII9V/gvfr5Aw+skkVhLXO+bdm1YhTU8ilGwKAg9RMpAkA0k0GMjdT9EapOr6dBoCd7Zdyx1LR844zJy5nRrrC83GPRNJ1EPwpRCyZhQpjh84mO4MgiDRFHSxTDiPvD/CtJCn1e9hKNjLGEc4KOzCFix0MU3RHcbxKjh+lZI/gYLKsLeT1tRGNKXjtMdSqBxgkqPYfpkdPIcoKDQZSxqAXhFp3gsTBBZFaxDPN/k//R9iUfYmvrP2I0hSiiCw8bwKgqDQk7mcZKzvJS7F/AfN84pMFF/E9x0MKbT/ujrxztCUntDH1XbzeF6J/xz/DZuH21mblcgYi2hKbuDW5o/Rqa/n0epuLDeP65mMFJ7he1PP8m+DP+S2Xb/mu1M/P9OtOWUEeA29tITRT9pY1Pisao/i+zYpYzkJo59TEQpCE2KN47kHEQSZ6creRqUGAv4n/5WG12HIOqrOazV4gst4eXvIFEJDEEK3Aj9wOV54nE8e+XKky1al5szguUV2FV7+eYqCTCLWy4n34329/4cL0u9lcfZmZCnDxxZ9nJSxnC+t+jiXpj/Q+J4sZdgovYLh0qz8wGbzF5yX6ODa7Cye5VjuXg7mfkXFCjE6rfHVbCn+N2VrmLe1/w1tqbNwnBlk0cB28yzIXkfaWEI4wYVaVKlYb0MKxrIn8HyLher5+L6NGLXio6veaNPXNaVWJW7g5uzf8vrsHQznH+Ozxz4RYgBxcdwpJorPNX791s6FPHLuGtpSm/B9c97AXNeT+ue+S1iWvPaEqyk1zMPrEXpKepHp9vz2kiCovGexTpex8aT7MpC7j9/lv4AoJrADk7sfW8Tvq/fguUVSag+62oQsqBywHychd+BHRBRJSqDIYVIrCOopJ9g6NqZcPYKEQpffjR+4KHI2FHlWmthWuye8xl6FXxe3sqNwF0Fg82L+ewSBz3R5L58a+D7gc036r1iUuX5eC/nEsN0SM5UDgEDKWM5N6b/gAC+iKa1IYihIKgoyLl5UmfrfhyRqpIJWdpV+xVHzCURRY2HsQiRBYau/Cz2Is91/lLXyNUhyKrJ0m71GNSdHXG3D8aucG78dVU7h+TZeAN0xjzXBOi6Lv403NL+L1zW9N8QRn8BeXpG99ZR4yCCwicut6GpzWKWvy+UICk9O+CCC0quzLl0Oqzu4tOmrWJd+A5KoUbCPI4oypepRirVhulLn0ZO6kITejSSFTMxN4jkgyBjaApLGUsBjzN3LVYl3IUkGqxOvolAdoE1eRhtZ9joPc1Xi7fTJZ/Gjg93c9tM+/mviazxd/CbJWB/Z2CL6MlfieSUsewpFjOEHLqqcPOm5P1MEEfa0Pua0pc7D9ys8UvrmbJucWSu0eghIlKqD85P8wA9JZvYEupAONTQjCJAit5A0lpKOr4yurR4xmlMszt6ILOkn7MMjCPzG9wRBoslYwsnJ5P8+5i+yAu4pfIWssYQOYRkL1fOZa/EYkqYszNpxBGR0tT16x2c/v7317zgvfWcktDzbAdHVLhQ5i6G1M1XeTck8yEDuAVqNlY3fZ+ReOpJhrtCSXM9o4Xkq1lG+NfJJShGLvD43PV79GUUHzpWuIVfeQaGyl7WpW4nrfY2FSl3r0vftBjxCkRK8u/0dCFF7O6l0MWHvxZCaaUmspUfO8FThKyhyM9XaMK5XpGSNsDJ+PSVrhJjaTAjfKeD5NbqV9bi+1chvHqr8gK+OfDOq6GsIiMiiToBPJrGKpN6N6btMWgFvXDRO7+UOSuvpMbdnTOKalH5EMbQTaoovJ20sQpYSaHIaTUmT0nsxohUWgIpERuxikqPkxEl6WY3tl9GEBOPBYdqDfs6TriYmN2HIzSTFNo77O8jK4aqpP3EppwMIB4HNVGUfqphAEQziYjO6kCar9eO6eYruSMOGqR62WyDwbb4++QDnyuu4sneMjuTGqJ3gszLzWu5as45qLbQmOlXIchOJ2KKTjisIbMrWIJZfQJcz7GILaaUXSdRC5wRR5/L0BzFrE7xhx0/5u0NfRZPSLBcvQpUEBivPMlIN6e3tybPIJlYwXHoW2y1RtadDI+/GxP7ygKkCUmTzEgpbXiTPTtxB4OF6eczaODWnwFxPxfBBDlssC40LaU+fj+eVokqJQ1177cbUX0RWQlDX9XK9ErYzja40scu8h7bEGpJaN0V/LBq0cjTHl4eTXjTohSsxC1nOzAH+v1RI+IFN1Z6eR0wRBAVNFFiqZ5ms7cP1Snxt4n8w7Ul25AK2Ovciign6Mq/gdU3vpVWNNRLPZKwXL7D5xthX+OLQN0++noJKV/oC3t9xUViFQ+Rn+R9zo3EVkpRgorSNIHAYLDxJLpKbcb0Qt1Rv64e4IBFBkNld/GX4N99qbF+WQgLKPy79OO/q/AgXJN/G51e28oEVLi9aoVK7KBonVarrE9E/DfyUj72YoWid2kqqaO7nnTv+lT25/26QEkIyg4brFZDlpsbzVV/FXpB4G7raNi+p8v0yb9rxDY4WHuJUE0Uo1FlmorSFOw/+BrM2gSxnmKjspObkuUC+hpJ5mJx9FE0J5VI8r4wfyVRkE6sivbjThchIdSs7/McomUciNp+IpqQ5S7spkv9ROJL7LWEyrUYWWCKyZGDWjqMp7bx9kcYGcdUZW/hhRcFHkZv54epbcHyfscKTGFobrbFVSKJOXOtge+EnZzjePy4cr4KHQ3NiJbrShCKlKARjFGrHiZGiIEyyTryM3d6jtCfWU3NmogQyklPwSkwUn8d2S+xw/kCncRa9iQv4p8OfZ6Qqcfc/TnLnEpWt1iAPWr9nuryblNFPd+YKBEFHlTN8bulCLkv9ReOYNCUULQ1Zg49Hi68xZkk7Fr/Kf4sX7m0GUWBzLtFgPB8rPMSe8j1MFF+Mjs9CU1qw3RLj5e0czz9KUulqWDaWPBsCl37jYqq1SUQxQcE8QrOq0Z+8nG357+L5Fh1+F/fmP4ckahwQ9jHs7SRvwzZeCAH/gU+hcojh/CNMmLswtD6CwGKqtIVy9XAoIt1IrIQIX5g55T2Zfed8pMgfOdQj7ENT5v5m/twhigaCWG9B2w3sWj1xCAKbkcqLXCBvIhmJSTtujrOUV/KGzOtCYH9QY3n2NTxxwTvQScwRFp4bfmO7QWAzkn+C/zfaccIJ449P1Z3mUO0x9lf+MG/hWK/uCkgIooplz2+XJ2MLSCkig8Ju5utZhu9yELiUq4MRQUtCVZopOEMUKwe5OP0B8u4gQ/lHiWktnCNecZKEE9EVgYCqPcp/jnyfLf7j8xYssqSjq11ck/4rVmZvRZHq7fTwPp4fez13R+b0oqgxVt5Ks7oE2y/zxcVXkVLCjlVf8iIkKYmhdRPgsaNwV4h3t6cBAduZwKyNs7dwN647Eyk+hESnuhB1ELiI0XXyvBKalGKtcDGLEzo1D/blMtjHawTu6e/rGZO4geJjJLVuTHuS6cpebLeE54fWEAXzCDnzMDPmITqEZRSESV5076PZb0MXUoxYW1FRMKRmzCCHHzgcZwfDTDFT2U/RHiIeZEhKHQT4pKVuev1e2tPnnvZ4HGeGifJOZDSsoIgVFMgE7WQSqzBrE4jzVpESnm8Rjy2gaA3y85n/YOWDf0AgxMOIYpxp/xi37HgS25k65f5akmcTBC6Wk6Mluf4kIKjvm8iCTp+4jrI7HjFJw5Wf6xY4KxOuhi1nEs+3GM4/wgvlH3PX9FcapecWbRk1r4DtltCVsKrn+zaiZPBPSz/Oq7N/+bIxX3OVvUvVowwHs8BrUdRQ5BZaEmtwnJl5LZOAgMC3CYIaw/Y2+lmPLGcRRZ3V2dt5Z+fHCAjY2KLSkTjrhKTCQxAUitVjWPYorl9DExOYziQIIn/e/XGCIGwfw6z2lIDcYHy9vNWjH77YUVJUj0WZa7mnuI8fjn+GUvUogiCRK+/AdWf47ti/hcBvQeRC5Rxsz+dn019AlZOoShtppbfBuLKdqUbSIgh6+N+Bz0jhKT524PPoSjPZyGbne+NfxA9sulLnIQhKNACEA8dcCzpZTlOxjiOKasgullL4EWg5uit4vkUi1sPjE2WeqO7nqcJXuH7zD0gpNq9p6W8QD+b6ActyE+9ofz8gUDIPcnfuixEg91QhzJk8fFZn30hX5pKoDR1Ecgmz19P18jxZ+DLV2jD+CVICrpvD98u0p88/aWEhSxlWZ98E0LCNCQIX37eJqS3sZg+61kFC6UCXUsiizrXpD3J+4i0IQujLO7dCemKoSjOuV8W0p4nrfaF/YvqVxJV2DrGFrL6IbGIFidhiCPzIsmgKyx6JNLVCYosh+fzd2vJpJ25DW0Bc7w8Bz+4U7znwFE+59wICBfMIg/mHkUQV2y1Fv/hjiDmnj3J1kEF3K3nzKLnyTmw3z2jphbAdHxi41KjhoEkp8tYxkrEFhJPObAIhS2kse4KSeYjjpacYKD2B71ep+eCNW9xw+QDfXZ+iTzob3zcpW8O8Onkx69NvxPHKfPUA/Nkig6bkBgBsd2bOs+rh+haK3BKRdcK/u57JwxMpaoeqqCKNVqssJXDcHLraRlbtJx3ro2aHMAA/sOlKX8DFyvkE+Aiizqg4iqq0EAvC52pd6vW8qeUDHHAmKHghYSCmtbKX5yLR4BmO5H7LVGkrXx//MbnqERZlb6Q1tRFZSqCrXVi1MWy3QDaxroEdFQQdac48sUFeNM/lZzYEBFEnTDTis16cfpk3NN3B8tgrOH3BIRyr6vPRqdq1Ca2D2xb6XKi+KhJw9nmi8BW+O/EN3tHx13RlLkEJNB4YT3G48kjjdyljeaNaFwT2SVWyU53H6SJsOb/02FtPyBp78e3IuWnwNLhyIYL1zM5b6Xjok1tzCnxr9F8ZyT8enYMb3RufUnUg7KYFLkuzN7M0ezNB4FNzQkvJbfY9ZOUFGFoPZm2Ce/P/hqF1cnbqDac+8EjrbZN4GTdmPogkpdie/z4A3139Nn528yjv7lxCzZmcl6Ru8x5kIPcAF6i3sC51O12JTfT4i7hMuYrrVg2wLC3iBTZD5efwfSvSTRwitMwM5YMyidWNaxsm8gZ1yR9FTjT2pyktDQKQKMbRxAQCAv1JcP2APUWN4YMpxnecXifujElc3U2gjv2p2pMEgU8mForh6UoWQ2tjxN+DhoEuZ9AJb3abvooxcZCZ2mH6g7WsFS5iIRvwcEAQadNWkRNGyAZt6CTIe4NMCFN0C6tPy7oJ8OhOnks6aCUjdBETsjQHTayWLkcWYw0Px5SxnKbkWrrSF9Cln0VcbSNtLEISNUrOCH7goCvNTBRfDCsmgnzKVu50eRdxrZOz4reSrx47wRMtjJpX4Cyjg5qTp+SORWLGIfP1CwOfjPBSesRAaaEpvjxaCQo060uxAxNNSkfK5DKWkyPwLTyvxGAloEUPq2R/nGVZ+OAccZ9lFmSsk471UXHGCU5RdUwY/bytI1QC3+s9hu/bCIh0+R206KEmzj8e/jxD+YcIAp94LKyehit1C1k0EJCYLG1lsPA4nm8T13v5vfkCk6WtlKtHWJu5g2Ssj7NTb+LvFn+cM8kynBhhBVDED1xkyQgHYynFz9f38bqmFY3VaKi/lUBV2mhNnoWhLSChd9MTl7i3/H1EUcdxKyxIXExnsLixfUPvRZHijfOpty+DwEYUZDL6wjmkGZ8g8BnKPwT4cypWYfut/iyFoGcPXWnGskeoOZNoSr2yC7raQnf6ImRB5ZHSNxuWNFljMV4g8F/Tz9OSWM0C40JcL98o/b8ueyfXdTmNlmcd13ZySHyg7+9JGcuj7znckFnMz9dsRI4qCwjySfiQMILIcUBFljLoaldDcHi8ULd2m12h62ozN2fD6ykKMrnyTjyvTHNiJRVrDCso0BxbjiLEyAq9KHKc+4tf4bnKT2iOr+Rd7e8N2Y+nCcfNY2htaEqaO5rfTFzvYNzZR6k2TMUZZ7q6n25pLYu1iwki6Z3ZCsGsBMOAqdCWKqPK6VNMYgIJrYOl+hWNRGa8+DyFygEWZK9lZfpmVKWFVybeSkzJEgTOnMr0/zICl0LlQLQICAgCB0nUKZhHmBQGGSw8SV7M0S4sxvWqYatuznGfk34X7cmzQpA5ErqSxfNMBEHiaxO/59GHe5DSEr1teT61PEt35gp6Uhfy5oVFjjrP4Ptl7i18kQFT5uFNF0f6iTZzEwPXncFxp7CdqUbb1ffLfGrg+9z6oz7OaSpyfiq0EHM9k6SxiAXGheTso5Rr4eLG0BZwe/P7WR5s4OHag3hembjeybC9jb7Ehey1HkRXmzlsP8GvS3exOf/tBnwgq/ZTsSfoS19KtTbKiuzr2ZR5F7em30CPcQ6j5lZsvxL598ZZmr2FZKyPfGUfdW2zuN6NF9jRvQ/4yeSnKJr7T3VD8P1K4xyL5v4G9q09JkZj6CwTcW6lJ3wXPVw3H12nkzG7f997A89Nq9yX//ysYLQgospJzm4WKNaG2ZX/b/7x4KfmkP4kslo/ZetEFuysfFHIhpydP0Uxdlq8eUj4OEOFRzSoM0/nJmQBLi3xlZyYPtQXRqIYp8lYMk8BompP40e4ubn4OlHUIzmVSDRaEBFEnSPFBzmY+zXdyXNR5SRpfSEAM85RRFGO7O5C6MMh95mToAGNcxBkBhnlc+fmItiUQNE8yp/tu4v3/r6fz408DXjzFsn58i7AY1LIkRfGsPwCx4S9/Lb0X/z9Y4t4eKyCIhl4UTdAFmNoSgdtqY0syr4ysg0cQhC0SOZKRFdaQ/xu9mZkKUZ/9npCSEssapXDwvQVvLv1XG7uibO/ADM1lwMFn2/u72DX+OnVNM6YxHVKq1HlJOVIx0iREnSlL6DqzqBIoR9ch7wy7BX7baTFbnbxDJ3+Alr9HgJ8VCnOIbbwonc/ZbFIjhEkQSUbtKGRYIEUHpwqJigLeUrCDBtSt3PqFULASHkzRmBgUcYKikwKU4yKA7h+FUlK0Z4+nxZtGbKgUbSHGLd3k5A7UMQYq9VXcJV2C44bPpDNiTWk4yvRlCYUOX4SMDQIbErVo+xzHsbzzMaDU4+43o8XuHxv/D9wPYuKNUaperyBIxOiNqQoyASBj+ebTBZfxHOLZBKrSQqt5GvHUIQYnm+H+EPfQpJTQMB3xj7HD6dDXM9czbOXGwvlc6lb2rQn1pOvHotwA7O3vQ7crVjD3Fd9FC/Srqp7yD5S/g5fGAoJEbMrSp9yZBNGBPavOZOIkhF9r0p7bA0Va5DBwuPhZCelOWY/S668k8357/LZwW8zW0V46RZAOCGFVa+QlWlgaO385FiWLdMWddxKKP5r0RHfgONXsZxJNsnXszTph+VxQSZj9DNsvshO697GVai5BcxaWA2oT1CylKEtdR6aksV0wxJ5eH416hWYmNqJF4lXG1ofldpoQ/F/YfaVZBPrqDl182KPpNbN9cZtQKjd1x0so1NazVwBzTVcwEPjaYaLzzJRfJGDxfuiqxRKd/QnJf7p0OhLAJPDlumuQgnXqydpHp8d+DxXPX9XIymsb/d0EQQey1LXs+vKG7ki8c4TPg2B/gDl6jH+c+wuQKRoHiZlLIt+75PUuxBRWBlswCDNpHcIIRI17UtehB84/GDqBy95HAE+S6QLuN/chmXPUKweo2qPU7FGcTyT3cVfszNqWc9fIAhh9VdQ0aWAr+/uRRBEqvZ4hE8MP39T28dZLGyiIuQbbb6w2uFQ9XJM+wPoapYbe0TsCFPrnSHx/GOisQipH7Gg4Lh5YmorXuDQk7qQo+aT7C7/lpozSTAHYxPTuvnrxU28temScLyRjNA0PbAamL0fHVMZeU7jogcr/HRAC7GrzhAf3yGyUb6OttR5JGP9HCj47M2neHXqrdzR/nenmBwlYlo36pyuhFkb4N78v/OZXUZ07Dq+X6ZkHuRg8T5K5hESWgeCqNNvXMxozeQp878pVAdoSa6nak9HOpRQsY6SUDux7FykfxlgaAtoT19AyR2jYg0yWt6CICgcKj2IKZT5ffVRDuR+gVUbw7Jn0JQWyuZRjpQexnJmwkTBN5GlDLZbwvdtzNpxQk/vOKeKMBGaHZcUuYWY1g3AooTPZakFjfsGMCucPfeehphJQVDmSxUJMpYv8FBulEXZV85+P7Axa6P81YHvUKkOoChNJ7wTPqPlLSfNBZrSTmtqE4KgYmidjWKDIKicl3z7n8SersNrTsLGIqMqbUxWdp90zqKoNkg/I/nHG4K7ityCrmRRTipEiLQm1hEQ4Ps1RFEjEVtAV+o8PK9IR/oidELJGVEQadHDxajl5KJjU6PWZB5BEE+ev3HxvDJ9dCKJAY+eczl3nf1RNqXeSrl6mJ9M/ku0EJ8vwRNeOx0ZCdObZsY8yHDpWRQ5zi9Lj7Bf2EmXsRExslTLxhbheGU2cBHj1V2NubO+sA4xguH9nHQOULWnOZp/gPo8GmIbVa7Q13PHsmG+MXKEbZUJpvwyARCXQRROP0eeUWKkNXUuM5FKdtpYQtkaIWssJmcexnXzKEoTHfENTFsHOUu7iRgKA+IAy1nMEYawKKNhICDi4TDtHcULHJJyBwmaafZbKAolTKHI8crTtBlrWBKsJi+U2FH6xSkvLPhk4iu4UruBQ94IPj7j/gFiUhYZjfXCKp7yHiUldmIESapChVgQp5M2FEFkyi/zQuW/SehdnC1dw2FxLxIKblBjqrqfqv1Sk2PjaFiWfS0TTuhMUamNRQK4RGX4MEJbjjySaGBorRQqB0jHl5FUuijYx6lYw3SkNpEVerGpMl7bjeXk8H270c7qS1/KUPFpPN+KWH1nosOHIUkpfM+MWIoq6fgylsgXsDn/rbnfimjmNUQx3pAWCDEap24xt6bO4cOd1/OJY9+lWhvilqaPklQkfjj+LyddH1GMk9C7I2kH9aTrmogtxnJykdzISw80c6UANKUDz7dQ5AQpvZeZysFQyFFKNRYYvu9iOdPhoCaE9j++X27QyYPAQkBGUZpwPRPfrxLX+7Cc6cZAqSptLExcihnkWB6s55HSN+dd/5jWgyzFsJ0Sa+M3sa308znPbUi1DxXEc9ST1vq1aEpu4PrYDeywj2MECWbEcQ7lfkMqvhTLzjVas22p85iu7D1NIn+iVMCsHIKudtFkLGEk/xQnYz4FJCkZavWdgR26LPs6XpddxfYZi/vL3208FyFup548h9iWhN5L0TyApoT6hDWviCalEASRlNhJMmjCw6EqVBiuvkjNydGR3MhQ/mFeTiKfSawho/QhoTBQegLXnWlAHDzPxNA6I72tMEQxQRC4XJG6kyFxkHF7N19c8hq+emyKF0s/RhJ1NCVNxRrkktSdvH+Jwe3bvhJtrwSEotCOMxOq83shlrQldRaqmCBvHZu3v/9NnErmQldDQ2zfd+lIbGh4roZAep+F2etZ7q/ioLifq2Ib+N5EKHkRkrf8OdsTSBpLuCH+en46+RlOlLjZlHkXl6Q7eTFfYLP1P1Rrw6hKC59Z+m4qrsCunMdPJz8FBMhSBk3JRoK/1Qa2ti74W5e2qU/mihS+n37gkK8e49XpP+f35l3UnAKG1krVnkZT0lRrk6xJvoZDtcfo0s8i67fyXOFrqEob5xiv5+nit5Gk0Gw8LrWyyF9OFZuimCfjZ3mq8J9kEmuoOXku1m9je/DkPAIQwPrMWxn19yGLWoQfE+lIXxDp/83XV4zrCyM2KNFn4bucSazG9x1st/QSsljCnN/W/x007qsqJymaB6J310FT2qk547O/FrSoJX3qcXhuiKJB2lhCrryDluTZkazRROOzWUeHl4eXi2k9xNU2pkrbmdeul5sIxclDQpcoqHheGVEyorFJIqZ14noW6Vgf+eoxAFKxvoYcjqq0NY5NEHRkKRHJxwwhy2kujN/B0+XvIwgyb2+7k/+a/Aa6ko3kdbYgIJCKL6VYOdiYq3qTF3Ak97tTnp8gqLy/96OUbJ/X9dnIQsDtu/9wGnmt0B920jlAvrwLTenA0NooVo81zi+bWI0hN1P1coiISKKG59cQBQU/cMiZhxrt9PnvWeim0RRfwUJpI7vMe3A9E9fLk4gtpk1fxcXqeqquz29L/4XtFrkw+Q769SSv7Aq4askgrT/73qnv/5lu5kxlXyN7LllDIQhZUEKQt6gjizFmaodR5SQ5cZqcUERGYcavEAsMRCT0II5FmazfykLhbDrl1UxV99Pld3BcPIgllPFw6IpvxA5MRsRhpEAiGesL8S1zbkZn+lxUuYmCeYRpt0o6yFASplkvXIwXOFSDHA9av2KqvJtjpcfZVfo1Q+YLGEECTZAo+BbHhT3oSpbl0iVUsFAxiJHCxUJT0iRj/Wdkyc4ejxaySZQ+Anxa4isI8FCVFhJ6N75fwfcrOF451NVTm2lTV6IqzVh2juH8Y5Qi65mqmyfAZ9o9Eqq2q81kjEWocoqNyTfxq/WLeUPLe0kZ/UiiHskfvDSWIZNY1UgYPL/GfvvRE0znZ43ZFSnRaLM6ES3/VCXqSm2Cn4+HwpYCMg+Yd/F78/cAjbZvWMkKX6h6q+JUiXHFGqQ/eTnLs695GddbZ9bqCm5MvZ33dn8AxzOx3HAlpiptLExdgR+4mLVRbLeALBmRsGMO368Q03rQlDTv6Phr6itjQ2uLjs/HtAbnJUuyGON45WlSQhs/v3GcC5PvmHdc1doQZfMoSb2L3dXfE+A35BJC1lYQDcTzrZlakmdz97or+Nbth/m/i7tZpjeRDJpAEKlYo1GpPsSSnCVcQkxtnbffehVNlrNcmXrfnE+8qH0qYdkjjOQfj47jRDZqECYEL2Gzdaz8OP92/D+5J/9vjQlFklKsT78xGoSTgITvm5GGXjy0fwpC/FZCakNAYnGwmMPOU5SFPG1+F37g4HoFxspbT1rtny4sewY3qDFYfgbft9GUDlw3VP8XBDH0OxZ0Xtv8MW7I/A3JWC8ANh4iIpXaOEEAcWIEgYvrlZFElSBw2O7ezzv2/gLPK5KM9UXHJHGW8Vr+cenH+dTSD7AqezsBAZPFzUyb+6lYx1/Wcb+cOBVUw7JHqNZGUZUkk+ZeNDmLqrQgihptqXN5/OIOPrfJZLj8At8e/Xd0JQsIocuDX47GsfB9KZkH+enkv3ByMh9w3N/BOxZP8YnVswlZgM9ZmQofvOwgFXd2geV6+aiCqYcSCQQRyy7E/NSZ1kHg0J08H01JM2MeRBQUliSvZo8/gOfX0NUsRfMotjNBVu0HYIoBrtBfx6RzgIP+M5yTfg/nG29gt/coQVDDdWfwAoeCM8Qjxa9QEGc4XHmEA8FzqEobihgjpfciIjAdEQHqVXVRNJjiOBPF5xnJP4EgKAiCwjI2nuL5E6lYxzG0vrCTgRy5J4TfK1vDL6lrWsfI1o9hrle361uUIlZqvWWd1Luo+4rWF9bhwu+lw/fNRlIyVdrS8FUNx/46TvrlEh4EPN9murQD5QSogOvO4HqlyD6riiInQJCpS5EJghQyon2L6fIuJEElE1uIITU3tn2J8Wa6M6GslCQZ4VwXW4AgSLQl1tClJsJ9uDkerG4jlHMapGQN05Rcy7rMm+hWNwDQlNwQqgGcgRwXBB5fH/063xv7NDe+8EXesX8zhcjh6FSxOFjM2VLomFBzJiNYSDgfrMi+FserMFM9SBD4mPY0VWeGvHmEqfJOKvYEkqgjSwaynJ63XUGQEAUV26twTVMnF8ZuQxQjqIqcZszcwf+Ufs7j7iMsjl/Becm3IiNStD0U0Uc4w3T/EiJHYtgSlTPRLRBxfZOE3kV/+ioSWgcxpYkAn1a/lRH2IyByTNhNTpggGTTh4xPgUxBnGBeOkgsGadaX8qL/EDoJzCCPTiLCM5SxKDMQbMPxKvRrF6KrXcS0HrrTl6ALaeJ6B1ck/4wjwh7GxGFUDI6JRxkuPIXtlRFFJfKc0/m3ZR/kKuN2dtr3cW/p22x370cWNBZrFzMljuAJLumgmQ6/nc/2X8w/L7wZgO7EOWdkhArIbEq9lZx7jAlzN/nyLkYLz6LIzWwwXh3ZVoUvjiDIyFKMXm0TOfcYjjPTMCqHcBIWBJEKOWy3hButmhy/SlLvZp/zMJc+dy8/z30Py87RldxEj7ThJW+d55XIl/eEGBlBp0NbS1xpPy0A3vXNCPMkAB4xtQVO4ZFn1gbYUfoFspQmwKViHY2sicI2queVCAInGjzPDPoOApuDuV+zL/fLM34v/G6oJ7Y+8xbe2Pp3POs9i+kGYZlejIWEldgC3tO+nne3vwdNacLQ2qPqaNAYIFN6L55fo+z4jUE5X97VGExPrAiatQFc3+Jw+RFu/V07T5e+Pe/zOhNtprKPam0ISdSZqOxEVVoiEsasuvncqHklgkBA6VI5p3OSLfYxtuS/TRDYuF4hah/rNKtLeLD8zZBVNyfqQGNZ1HlNb3zOwkOgZB7mZD9PD9crzf5eUCOpmZNDFBOz4HZn4iRBU0VKcJbehaY0cW3yz0gas+ztTHwJ7Yn1VOwJAnxGKiE7cSebAUgGzez2QvHWsD0eshZfTtScGdrojzQeIcBHU9r5t2V3kowtIAhs+jPX8J2bBpgJKni+zYWpd3FeJsPCYAG3Nd3JpV2T/NmiWRV1y87RlFwfkly8KkljKRulV9Cbvhzw2VW7j88O/zcfP/hlTAqIosay7GtJaB2n0Px7eREmvxkE5Eai5Xp54no/N2T+poElCttjPfi+i1kbQBRlPrH4z3hV5gPkq0d51RPg+mKETyJ6RgJE0Qhbh84USWMJZ7IZjGk9VKP7u3HtCP3GxQjIuF6Zrfk4D21dwO/yX2JuEuD71dCRgVkdyrq7QNJYyvLsaxAEhZHS81TtaVriq3D8Klm/lSPmYzTHllOtTRIEFkljKW0swPVK1PwiY36efHkPhtTMdvPXxFBYJ13FpekPENN6mCltJ185gCCoIaTGHkUVE6yJv4qp4lamyrt5zruPZKyPpLEUQ+sGJJriK1CEGAuyIWNflkJNsCcKXyEcS2ff0TqoXpZ0fL+KprYBIslYP/nyrpOsHc+scSrxjo6/4dzU2xEEnabkBpYnr+dEMdyp0lZ836Q1ub5hoyeKsZetTFDfVxjhdkNc5cnM9gXZ604p5wOgKq0k9K4IJ54+xTe8RlLjRIvAWUcSD9uZjiywbGrOGFOlrQwXnmgsIB08Wgg15Fx3hqTaxUj+KYLAQ0bn5zP/gSAoxPU+NghrALi16UOk9F7K1gj7zQfYV7gbWc6wTryclN7DUPFpTpWkqkobspTEjbChQWAzXt6OcIoFUz3uy3+WhwtfbhQwZCmNpnQgSxlenV1BXG3DdouklR7ajNWUzMPEtFYWp69DU0JBZtuZxHVzzGKGBZKxfpoTK7lYvZnbFsxwcWsSVU7ieWWmSlswawMUzf0UrUEsyrSJSdKizvpmlaonMZU7ddsfXiITSBkLo8FWDLNqYxGG1ELZGmHEfBFFNMhKCxAFmSPCHnQhTSEYo5VwcigJM4iItPo9tPhtdAaL6Q1WU3RH0KUUI7XtTJi7kAMZXWmiU15NJujA9itIooqEwlLjKjQlgyFksQOTNeJl7BU242Ixbu/GCoqYQQ5FTmHa0zhuhYXZa3l16q2887zDKHN0emJyM6mgFQmFsj/BEe8FBoNdLE3Eee0rj9GtO4iiwnh1F6KgnhKUWo/j7GC6tINMbAHZxDqIqgFDwj7y5T1AaAHSldgEwJ78z5kqbZmXJMhyE22JNVh2jrw9QFxt4yL1llD3TlBw/Rq6nMHza3i+jSjKjJa3sKP4U2IRW+r0ETRWxen4EsZqO+mnPkCc/F3Pq0STfPgyzJS2nbbFmY0v5b833MkNmb85QVcqTFy7M5ejyk0N94CXOs6XJ2ocHtc0Qxy0pxjOP8K3Rj6J41aoeSVWxK/lRuNaPjvyB7aUZvjx2jfzd323EeAS1/tZnL6O7vRFCEi0GWu4u/hfIWboZbRxXXeGAJ+nrZ8R+HZ0znVxXTmsYvo2i7I3hbqFfjiACaKOprSesNIPf2fZOX54LM7O+9K88imLPbm7aEmeTVzvZ23mzVydei+qnOF46anGoCkgR/ZparSwEnC8MinZ5y2t725cp1Ofk0Bc72NhhMERRZ3yPHD8bPSnr+K7y6+bkxjOT0Ite5QfTH4Zyx7l98X/pGQeoX4PZ0rbKdpDWPYUGakXz7dZzAaa6KFSG2d/9X4UMUaAz5Wp92FonS+jqhGGoXUSC/RI/ibERqZjC3jt4mHe3XoropjgC0tWMTNhMCwcRBJV/n2tzO5Clceq/81YrUoqWeWmc4/QkdwYkTZiLBbPw8WiWhtFlzMEBCwMVgIBFesoJfMgrpenJehGU5o4Vn6cij0RwR3+BEmHwMX1CiFmx7ca20hoHdx1+3Fem30PAHG9l6+teDMf7LoDQdApV4/wyYEf84L/HKIgsy3/Pd60LcdEJG9TDzESlQ0lHnJz2mn1kBrvbc3Jk1X7sT2JgUNNXBhbhKGHFcyPHfoOb9nz61NUa0+u7NSfOcvOUQ6mIXARBJnW+GrahcVIgkxVqIbsWWcE1yuFQG/1MraW7gI8qs4MM2K4wB3KP4zjzPBQ+ds8UfwGz1d/TkrvRVPaWZ55Fb3pi0kFrchSmpH8EwwHuwkIWJC6jELlEPnyLkrmQSrWUQyth4TcwQ9WrmAd64EATUnTljqPgIDQzLzOEDS4Or6am9NrcLwKoqihKWlaEqspVcPW+dykKLTImn3fRNFgbeYOPrH0H9iUeTeylORBazN7nYdJxhbwyQU38RfdixrJ36LsTY0rKIoJrtSubiy2wm7Oy8dczi6mhEY3xPUK6NpsRRbgeO5BHLd4SuvJlN5D0TwGgYtlT5/0+bw77uaYHRvqMI75Y7muRqzewAVEHi98qcEQBaK2dvibqp+LCIg6Zm2UGa/K0uQ1PFS7j4li6FBj2eOocoalyWvYEzxDSu4+Kamuhx0pJCRjvXSlL0IQVFy3QG/q4jMk3uF81CCneAVsN4/r5fnXY59FFnRuSv8Fa1nLzclN9GauJKv2c4G6irc0vYZF+sXc0vS3tKY2cWvzxzg3/W66M5dzjnIDC9nAlZ0aKy+c4eyMzVr1OiQ5NW+crTl5BoqPIYsC13XL3NKTY4FRZco8/ULsjEmcWZvA8SoktW50NctMZR95ewDft9GVJgREtCCG41W4QN5El99PwT6OKRRZxQrSQTNSIJETJykIeQ77z+EIDuukq+hiOSm1B1VO0hG0klUWYFNFCzR836FqTzPi7yYRpAgCjxFrK5aXwxRMmglBpQmlg4IzSN46hhytNj2/xlDpWX46/QU23J3nN8VvIIkqTfGl4cMk+OSFcdJid0MvbWUadjzRwgcPb0OXQp/HntSFrMrcGoFZZ18AWW4im1xDuTZGa2ojCaGNuNxKyujH9UzGS1tZlL2BttS5XBB/E8OlZ6lYJ1uMCIJKS3wVJXsUUZSJyc3ExCwPV76P59k4XgXbLSEgktS66U9ezsrYdQSBjywlsGpjvJzozFyIgEintp6COBPpa50qTn4Bw+PUOTGRNe0p1jXP8JZFEv+w+KO8t+fv5708w/lHIzzXny6EGkqRzDKGwjZoB53BEkaEA9FnUsRUqnBLywJ+W7mXqfJujrKdxakSvx3NAwJmbZTj5acZLb2AHzhcGzsHVU6+DP/c2eTFdiZRpHiorh0ZyotiAlVOEdc7CHCZsPZgu8VIhy5Uv6854ycAgMNrElOb+fbov3LBUz9nd+4nBLjcGH8lb2x6MwP28zxU+ho1Z4w1iVsaq0JFaSKp9yBLKVzfItQFLPLBw/fw/clvNPaQiC2mK3PpvPMQxTh3dtwxexRe8bSt1MO53/C6bd+cg9GZj+1Q5OawhYmEKmfmVHpCtf6VypXoagsD5Sdx3BwvVn+FKRQb5I2KPcEi9UJ28QzlCDcz+/vTr5LN2jCbzV8wN4GYLL7If+3rYVe+Skxt5RfHZS54ajfDpWe5QLmRj+4MeLD8HSx7iued33JsvIl9e9uw/XJUpYFJcZCYkCVlLGGquJWdwZO0y/EToAewvfxrmmPLQ6FnKYZxQov7pUIUE2GiHjG7QYrs1sIYLzzLB+9ewqJkOBFb9jSSELAo4SMIMoKgUK4eZjj/OFbk47g79+N5bbdF2Zv4p8UfIIgY1JI4C21oXGVBQVfbCNvgFbqDpbxze4WPbUlyTnMQ6mgprVj2SASHePnVRsedYij/EJKUYH3i1XiBw8Hqo1wkv4Jj7vMEgUehsg/wSBj9WEIF37doSm7A9aqMmC9GTPywUStLBjG1nY2x19AtrMbQ2jhYvI/BwpOUhOmQkYvLeOGZUNPL3AGBS3v6gpCZHluMKMoMFZ/mA3vy3Fv8GgDl6hHcoEbKWMKlyT9reBwHgc9vy0/z+eOfxbKnaE2uxw9cLDdP3WWgnuTOHZ9kuYm21Hn87KwPcHFiIZ85/n22lu7C88oM5O6jaO6n5hS4snOSF6YCfL9MwuinFtQTEAldaWbEntUrO3l6Fs5YRQuJIKHl1OyYE0RzxewzEJJorHlkqvoxFK2hEJSP+5I2fIKgoTV8S0N7sLlQJEHQWRsLk9SUsbDRYhQENRJ0hllvW4/J4gvYbglVTtOe2sQW5/fszf+S6agocm36r1mVfT2uZ7In999MFJ+LsHDhsYNEOh4SqkKXjhUk9R4Klb2h93nUkXhtahPnp99zxnMDgWxiHTGtu3EtfT+c35/1nuT3pW/xRHGEWlDig53n0ayLvFCY5ubmfiRB4FzxCq7sFHl/f5Y72y5hU1OChUqW7TM+X/31YgqOxCItQ5OxFNc3aWCLBRlNyTLpmjw86nP3UJammEVb/PTJ/BmTOElU0ZQ0imigSSl8vxZm1IJIwTyE7ZeZZgBZjDHslBkUD2A7JRQ0DnIUKZBRUQjw8fFJy70M+tuREWkhQ1rowHZLDImj5N1BSv4EMTTatZAVK4saf7Yww4c6b+WN2TeyXLyQgjDNNAPEhRYUIYZl56ja49yWvYOz9JtCJqdbDC+4uQNdydKiLqNTWMkSziYXDOIGNUZr20lq3ZRqwxQcgW8eSmP5BTJiF1llARPmboad7bTGVkXG5WEoksFZ4pXE1TaSUgeJIMNQ/mEKlQP4fgXPt1jDSi6Wr2Src+9pWaXZxCoWs4Gl6mW4XhXLyzNZ3RtqUHklWvTlnK+9mqTUgSIamEGOkjATukIEPqkoKT3tIxhVEUv2KEm5g7w3SNZvPkHG4aUlPsKJfhaca2gLOE+7hdued/j84TxFB967Yoq21MY5Mij/e8FJVU7TnJhV6pZEDVmK8ULhG0yb+wki1f5qbQjLHuELI3eRMw/Rl76UJrGXB0ebeK7yE8IBzQqNpr0Saamb58zjlMzDkSVWzyn3H16/uclLQKl6lGSsj/MSb6buztBurCNX3gOE7Szft/ACm+syfx1tO1zZhYPWbGu1bA0T13sbApAAP576Oj+a/h6vSd3awKKOBnuj8r8QAmH9Kn5g43mhPVLSWMqrEzfSFl/b2M47W99EG0vqVw5R1PD9Mp8//lmO5e7lpSOIWqiz91GWMlyUfl90L0LXggAXyw49COsr/wCX5wvfwvNtNCVNIrYQyx7hcO5uPK9ItTaM59cY9LZHC5JkYx83ZD7C1ekPzr0LaEoHkpSKJsmNxLSQPVwXLg5w+dTAt/lD4T8wrUF+OP4ZxgvP4HlFpoMiT5W/F1ZSA4uKNcpMTSWmuBSrg5i10D1GJ8FkbR+yFCPAIyl1sMXffYKgayjSeUfTRWxKvxPbKaFKp29xNM4gqriEllcZTHsaszY6Z0wJr3E9cfnu2Gf5/NC30ZR2XC/PF49Nsrcgosr1d2v2nZ2dqMPKwYbMO/jdxh5u7JluEFZOXeX0qdZGAY9sYi3npJsZ8rbxlPsHHhjxeU/brfMcIep4rllLtjOFhCiGJJB0kEQVDD6z5C0sTKrky7sQENDVTjKJNWhSkinvCF3pi1guXkTNnkBTMqhyCklKcXn6/bTH1yFLOs+Wf8CW/LcjkHkFWTKoBjncwKI9fQECMn3py0nqXVFS9zxVexTXq9Kur0EUVXaWfjFnPA6YKW2jak/zjPnT+pkSU9sp2McJApcrU3/B1VpYaSma+5GkFIbW2iA8zK1wioKMG9QYsRR+UbwPszaA51XmJCkSgiBiexL3VR8FoGQeYThf14DzqdrjPFGcXYydDEcRuUzdFGEfTxXBKf/7dN2GE5M0TWnFcV++CkI4rs4WEyQpwbs73h2RvTJ0py9iT+1+gsBmkXw+ihRJlgQOFWsUIMLrhuLRELLczdoAlpdnmXopQRB6UxtaH49Vf0I+GA6xePNax0K0kPQieRCw7Cl61LPpVFYz13FjWfZ11PyAP1+YOUm2qzV1Di3Js2lKbkCWs9yaujmEFYVH2rhmY4Uncd0ZxjjA65JX8/Wx3fx3/mH61QznNdX4x/UFXrdAYaImUnJFMkpA1YMt3j6etnfxwEiNleky13XBUuEcdGXW0cLzLWJKFp+A5/0t7C942J7EwvNKnC5eIonTkESNsjOG5eaJaZ0EgY8qJVGkFDWvyER5F45X4QXzZwSBjyjKDFjPMubsYZ/7KFXBot3vwRFqVIMcSamDw+JedrIZw0/QHl+HFsRok5dR84qUhQotfrifJcFZ9Bk17p0c5z7zOcbEQYbNF7G8IrWgjFhnRgU+e6rTbLV+O+ehCkuTlpNj3NrFFAPs8R+njSVoQoJu7Sx+suo83tt5Bz+c2sUPp76D59dYLS6m5IXbEAWZFvqQJb1BrW4z1vCidz+2X2HaOczWwo+QpTRxvQ9ZzpJNrOAh6+e8GGyl5hROc2UhXznAIV6kJMywOH4FC+VzcbwKncZZNBlL8QOXncFTTNkHmKkexPJyDJsvUqoO0pk4m1+ve+Vp8RIxrYfbWj7SOAfLL5CUOnix+qsTXug/Tqh0Q+btfHzBW1kQi7O/ej/PFb7GFwc+xflPP8xkaXvDzPxPDUFQI1C+gFkbmKPLFiZIdSagZY8TBBaOO40ityBLGUx7Elk0KDhDTHqHKLsCb2+7EwGZZdnX8d6ejyPLWQ7l72V7/vsEeFSs49ScPElj6UlkliDwTpqwJCmBWZvg6eI38X2zMSGIot44jiCwcd0cj1R+iOOWaU9fgKq0sVy9nLqvKYRyLaFMS92sOaxi9BuXsLs62XiOxwvPNxwmlEjLSFeaCQKHdHwl/9J/O0OmRc0P2VOCoPPD3G/Ylv8+ICHLaWQpEck+/KlyGALv7nw/V7U2IQhKpMJer/74KHIL/7z0ow3cSxCtKMvVAcrVw2QT6+jJXBVdwyRJvZsWeQl+EDoUhBUNgZ1s4wXvD429imKMpN7F+Ym3kNC78PwaqhgHRGJqO32Za5DlJix7lNbkerozlyEIUuO+HfTmt6JFQWZvSeeT2zPUnEm60hfhemUOlR4kobZTtacQkBgoPkbBHWy4b6hKGz2Zq1iWfiWWB9PiCJ5vMVXaesqr1Zo6J2p76yRj/ShKE4pkEFNbsN3QEigkRdTfP6EBDg9xTBq6mkWRW9hW/iU/LTzBcuMaUsbixm9kKXmSBtgKpZPF5+SxXSkS1z51Ba3eFRAEnS8uvol3LpkOQdr2FCXP4cvD36ZqhwKoUoQdA0jFl0beyXO3O5tUJmKLQ1B+1CIeFUcRBZnnJn364gFnZ96FKBksjF/M+fL15KvHsNw8nSzhhfKPSRj9vDpxCzVnBl1pZmEswUhpM0VzP75nIiDjeRXAw3FmGC08y2RpO55fozm5jhviG1EEg77MK2hLbSIIHGrOFFP2AdKxBeE2GguAMBx3ipozhu3OkE2spebmsJ0SspRiN8/zlLMVyy9Ed0mkWDmIKMbniLeGYTsTzJR28sHdn56nJ1m/X5rSSrOxnJu3HmWs8Ez0+fxFoq62nIDXOnEx7PGD8U9HOnEnehufXgz2zCE03ttQW/HE6vxsgnX6kJDlJnzf5ufFB3HcMktSryAhNEcJr8CW/HciQdxwvKu3QIPAQxRjpOPLEMUESSNsNefLu9ll3hP6z/pmSITyLSrOJE7kQT777AcRMSh891dkX09/5hq6/A4Olh6g7pkOcJa0jKdLo/ztscfmJU8QypytEC9mkXQOrjvDj6Z/QNkKF0GhF+zc6yBRsAbZVspxMHc348XnebD2IM9Ma3R35wkC2DptY/kCggD9iYCLtVXoJLipR2X1mnFuf91x/nGlzrXG7Y2KZhDUKNfGmBBHmKru51f5b/GV/WmGNv+JmDjXqxIEHqXqAJKo4XqhOrEfOLTGQ8NXOfJRNbQ2NCFBl7GRs9UbgVCccdDfjoZM1m8lLrQgIFL1cji+ybFgCxV3gpIwQ9pvRhFjlIUCB/3wIZ8QR7lrIMa2Sgh8n7IP0GlsoFdaT1JoZbK2j6yxhGxiBTWhRtUeR5JSxGML6MpcxDnJO9gYv4242sZ0dT8puYulUgfT7hH0IMHn9oY3RSVGTG1hsXge/3buFHGplaTeRYscVjNWyJdzW+vf0hJfQc0v43pVmpR+EnI7kmSgyAluTr6RJmMphtRMTGli2jrY8GI7VchSgsnSTg7lfsOkd4gD1YcwtDY8HNJSN7WgRIsUisJ2GmdRscPWtq40k6Ydy5NI6L2c6gWr1ob42fQXgICieZTJ0lbSQSsXxm5rfEcQ9EhV+uUI7kpckH4vY8EBPn38h3xv7J9nbYsEmZjSFPl2npnp+JJ7EQ2+sfy1DTHc00c4+IliPPQZzdwZ2ZqMkSvvYLq8m6wa8JpeCwSZ0dp2Hqkc4kM97+MVqfcxOwB6CIJIq7aCJYmrTtpHw19PUBuDpOuZyHNWcEOlZyOdHxFDa29UpGrOGK6X5y/aruEve/6czflvnYKhe+IgLTBU28Lmwnca/w5xGUVkKU1zfBlN2uLwOVA7KZqH+eCef+UPhc8C8KVVH2dd+jZypVCsMqZ1ktC76IhvQJYSnG5Sr+/rtc0f4+I5XrOK3EJP5iokKclPcr/gU0e/POce1+VSNNoSa7mopUx78qxoYA2IqS18oPejXJR+H53KanyiloRnMlPZz7Hy40yXdzFeeJ6Y2oqqtHI8f39jJQ1h+6JoDdEqJULtQnySUgeZ+DIy+kJ8vGh1H6CLaZzAJK73Nu7b3G0FuCRiPXx/ZJi7pj4NeAznH0EUVDYkXovjVxuWeQIiTfIibojfhiSl8HwLSVAYtXfyxYFPcST3uwjLJiIIOprSQTaxjnR8JarShmlPoStZZCmBH7hh5TIytNeU7BzHg/D+J40lNCdWNiYlL8LCfnbZnWhymppXYDw4HC0KRbKJ1Q3bsbmLsr3OEANbkvS0FFign3+Gex3ev+bEKppUlw+/qGHWBnDcMm1aSP4REJHlzDxv5KJ5GLM2QV1yQ0BmYfZaBGTWZ97KAv38kDCCR1NyAwPVZxktb+Ee826+PrYbJVD4UM+HmHIPcV/+83hemQ3Kdbypq4OY1kpa7eNgNeyiqHKS52uHG4uFjZm38w9LPt5w9AlwkaQEHalNVOwJ0nIvh8vhszlh7mKiuJmwCu8hCgpTpe0EuGhKCzG1/aSkR1fbWCBvwvdMbGcKx51mqrKHcXMHM+bBiOxRarTC5WhBtTh7c0OfTJLicypvMBc72B5fx+MXLMH0pplN3ua/j77vviz5qA2p2xvtX4jak7EFXJ7+0LzzEgT9JSEjAtIpgP5CQyBckpIIpxg3wpZufe7wWJK8mrbkBsajBLXb72HU3snsGBcxdaNnvCdzVbRw9vD9KmZtEt+vUDIPsiZ9G7KURpWTLFYuQhR1PN/G9y3K1nBDWmhR9obGArBOdkKQWSsuod3v45HK9/B8k2xiBVem/zJUU6jdy7biTxkrPEnFOtr4PcBw/nGeKn6dzflvRe91OoJpeZEwcj1xFFiWfTVmbZgBYW/khhS6T313+mF+tGUxJVdk0ivz6+EieVsgZwtssQZRAo1BU2T3rnYmNkvEZZdruiQyRn9j7vADl7HaTlQ5iYDI89UB/nHLqVvo8BJJnK42IQoKspQgLreSjPVE5q4wXt5OXGlFV5uwnBlK1hAj1a0kg2ZaJIN10lW4QY2qM8Mz1i8ZFPbR5nehYXCOeBlrhYtISV2R0r+IIzjYfgUx6stX7UmOm89xd+VBPN+k6I6wRr4KI0iRDjKMu3vp0NbiBw4t8hKOe1uIqe3oSphExYQso8JhLMEkJXZSc/L0+UtJKCJZeQHH3OfZJ+znwdxIqF1lT7FMb2KybFD1c1huHhGRaWGIcXGA9piELqSZKu+iTz+Xij9FxQ1ZKDUnz73Vu3GDGiVnBEWMEVdPfdHD5Clk3WhKBgQRXUyT0DrQpCQFZ4jx2m5SYggIVcQYOgkkUSMd6yOpd7Gv/Hv+Zb9JVus/icoMIT6jzhYLAgtZSnFhspNHiqEGligmWJC5knc2v4auzEWnvf+CoPO2jv/Drc1/y+u6mpgs7zhJF0uIhIzrL8JcbFxc72c+8eHM4Xp5PnV0ELM2PuevQmQzUwfsztfg21n8Ob+a+ULY6pmzrxemfL53WCFsU0xzoPQHvjr6fZ5170FT2hEEjaSxlGSsDzeozbO2OTHq9ja+b/9/nL11mCTXdf/9uYXd1TxMO7OzzCutGC0mgywpZopjiDExx/6F3iS2E8e2IpPMDLIi27Ik2yKLmRa1jLPD2ExF9/2janpmFiQ553n8WNvTUHDr3nPP+UJAaffmJlrXnUFRDGxnMqxcWwt2+jeO3MZ4da7iOTsJwBymZk713aTVXIVptKEocdLxtQSG0gFjdaK4nbHSVmxnGstsaxwbwHpxPh96+xFe29wXgrUNavUxCpVDDOYfxvMrDbHSk8WQm+OiljSzk/Om2Bv4xZqNKMIgX94d6KQtWCQMTL2J0cIzXPHcLxjJPdZYxKr2FE0m7PIeZVf2lobNDkA80t049sDIXsM9iWiu7Uzw+5kvY7sFcuUDNPkdbFQvoWAPMVJ4imo9UK8/mruP8fxTDRbvidp+dSfHmNzHbAtGU4MkZZ/9KMVa0OaFYBwOVp7mjNZA6sjzCgxk7yFf3s2stV2QzProWqCDV66PhYQkjUptkHJtmFS0l5qTbWhJ2W6RmjPdEIOejTX6ZfxgxYWk4qsw9GaarZVMl/fy2+ECdTdPp7qWijNJ3Z5AVWO4fpWUtYylqSsIWkmBtM+Lxdu5Z6id/93TiyY1Xg7WULGn+eFBwXPOHwHQtTinNgsuMy9D1+I47jSuV5nHltVIRGbHUDCmB3IPIvHYUbiNndlf4nkF4tElYQHAZ5N1Q4BxlnmeyX+H74z/nDelXs2m9LtZkr6avTzLvSM1zLCtPqQcYHHmGk5XL2faPxIygGFr8Ta6oz4faruchl+sm8fxq7RZ64jLNE85f2A4/wQ1ewRNTRCL9GOZPcS0VpanXweAqaeoOdNIWW9IXYBgkXU2u8t/QtPSIDR0rRlFaDhuid7EefRlrqAjdQ5XWm/E96sNrbMjhYdwwwQiqPqeAFeMxkc6zsbzBTOV/YCgLXkWHamFc+/81uTJw2NL/mchjiqIQCR4nAllIf42YI6+dHtUKAYrElcyR4aAADoyQMToYmXy1eh603HzuO1MIIQeCibHOVC4j7H84wSOSYt51rlrnt/rXJoRJN9JXhM7F1+6RM0eVmRuWKCHt698P6fG30TdybPffgRdjdMZ34Tv10MYTQuK0BgoPNLA9QXn7YN0+VP5Fp7K3xx6dhtkS7t4uvY7UvFVZEt7FugnXph4L5vS76EvcxUBLCGYT1XVYoV6Xpi8seD449El1GQBKW2mq3tpiq2iJbaKaecgnqxzsCh4cNRhUhnjNZ0p6j48PJmnKso0yRS7cjZf3RXj2zt66U4X6Yy4vCF5GVGjEyEMHGeGUm04sBJVNCLSYrBWPuk9fMkkrmbPULWnGhWlU5SLKVYHqTszRI1mdGFhO0UctxTuiMHDYa88SkVU6JOr8fw66WgfNS/LtDLBjD/Is/5DPGPfwWR9T6AnJaM0yxSaMLBknJgZtLYiRoaVnIkiDNr0VWyz78YXPg4ubdpKOv1FDe/VbGkXpp5CCIWY2kpGtlHyJnCETVlOBQu+9xCP1LcBsEQ7O2zJClJ+M+2xDdw6831e9fStTBaD95gySo+/jLTs4MHCYTwcJD5lshRrIw3T85S1BF2Jki3tIV/ew0ju0XBHcvwDbepNOG4Zx82RiizmmtTHGC9vRxE6da9IXGunx9zEcOUF8nKMlLaIFr+N9sg6YlobFWeKpthyDvACnnROqBgfsCndOVq3O8U3Bz/fGKCW2U5CNvO14W8yknvspG1ZITQEcNib5FO7/xPPKxyHI9iUfAtPnruRVZk3BC/IuYRlZeTSEED98hGIg8bZkfv5MWwjnaut62lLng4oKKG0hkDjv5e/h9Wp64KfRaKEhAIpfR6sP8kjzqNoajJUC7eo1Aco18fxZOATW6ocplg9ylR170syJCNGF4pikYguwtQygUhwg7kseHfbh0lYyyjWhlCUILGZjXx5Nz8ZmxVCFqEpu053+mL+YfEnaE2egaG38Or0Z/hwz6cZq25nY/RabjnlozTp/cfY3fhEjAxCqEHrL8RbKYrFY+Wfc+v/LuLitgoRo53ZR9vQ0qiKhaGlsU+Ad1EUC11rQQidZ/Lf5guH5sRgn8l/m8uf/VlDeX0ueQliefp13Lzq3fh+vWFTNvvZmj3C/7f/i8eJaiqqRdrow3FzpOPr8KUdGl6ffJICD9+r4Pslnst/l4fzN4UaixXmY8rmLzTymATGMvu4edW7WMYmQA0qDEILEyybU6PX0RRd3qgwV+tDfGbvVynXXmphlSFjbjQUi3YxtAQIBaRLsTaCqaVoiawMlOXdfKjNN1eRbU+dw7dP1djUPY6pJrCdCcaLW/D9GpvtP5COLiYuk4FgthJhfeKviGpNeH6dpXIp8eiSBjZLSpfvjhziHw//agED8EShaU1U6gP8fuZLlGoBS9l2C6yI11mbUdHVGLNtr/kLbL46wJrMW1CUGJ9b8v+IRxeF75sbp6XqIdJGH73WWQyL/RQrB1krT6U1eTpVe5JnixMM+TtY4i9jIv8cL/gPk68eRUGlRXYj8Xmw9H3y1QE2xK5lceYaPL/GB3bexKMTJXQtE4o8+0wWnmO48DT7qg/w9sxfcV7y/SSs5by15SMsj1yMZTTTJ1djExxfUPGpYeitREQwl2Xi65lyD+BLl4iRIRVbhi9tNCWKoaUYKgWiwZaS4c789wPv3nAD5nmF4yR4ZsPQ20jFVhM1u/ni0O949bNTuG6WiNGJEArj+adJx9ct0EN9JSGlHYpRz0VLfB0D1ac5FiIz3+LqROH7VWqUmHVAmI1EtA9NjbInf0fwbJ+AEGeZnSxOXUws0tmohKXja1BQmNOOM3h3x+cWrDHxSDf7SkFy3Bpdw75QYkrTMqxPv4NYpAOFwJ/U911cv8ZQ4Uk6UucQNdqR+AgUDC0F+A07QAiSrFnM4nj+qdA5IXDouMh4Dao6f62TPFP7DR/pbSctF/rnSunyTP57J7xmKbOXdtkfODb5Ni3aMhR0anYwDn5beIJHnD9Qp8R4FVpMiYeHKaMkFJN9coCi61J04MB0hqqn8NquGv++5J28qeXTqFoS6dewnSmq9SG2VW6n2/y/tlP9GnVnilikl4nyDvaJ7RhaEiE0CpW95J2hwLBdukjp0xwJwPZ5OYaDzT75DE3R5cRFGxltMd1+D1dELuIUcSHXJ9+CxKdVXcaotxMPn4iawcEmoXWEXq1T7JFPB+bx1Rdoj6zD8uO4uGzQlpBRoiio5L1hOlNnky3tpFIfZbS0mSG5m7qTZ7D+PL70WW5diio0VHQm6rtQpcoiuQoXD0c4tPl9CBTqTkhh1s+nIorscO7Hw2GGITRMBAqD+cep1I8CEk1NUa6PMVl4PqSqv/TuVxE6UvrEo31UnEnK0qbuTOL6Fdr0VfTJ1URkjMXWubiyxrRzkEPiRVzqDBcCg/Dp0m4mizvI1g41yvonvH8hcDXQpZo30KXPqxKLWRd/PcdOwHOh4vtVfjz2+aAVGCqyL09eBQSLj6JYjLCX/3mxnYHKk+hay4L2zubcDxt2Oi8XUjonbCVIafPryS+E6usenlcMsGdIcrYg6acxtDSxSG+IlwkSDRWdZqUPiU/NyVKtj4a4sMALVdeaG355MbMtbA+caKIT/F33e7k08UHy5d1U6gMIEeHc5Ps5Pf1eQPKD0S9Tqg7gunlsZ2Ku1Tx3FkDQ/rXdHKnYClR07sweZLU4l9Wxa7BUjYgqeGfL2/nmRp3rXneUf+3dwHmpjyBEBCF0mmOrSemLUJQIrlfD96vM+ho67hTv2fkjxmsGr4q+NThyxcDxSkSMZly/dgKSjSBpLQkmTSVCxOg6brIOFvATj+kD+T/xT0fnJAKOu3ehxA2oXJr6BEIYeF6Z4eKzrEu9iT+ecjmqMuv88NLPjVAiJ8D9hHAIvY2OxGkL/A+PPaZkZBG6kDxf/Q2zWleOmw0M0iNLOCp2UbAX3jffr85LYOa8KU90pr5fwvPrFCp7G9dQUTSq9jgTlZ0oitHYXClKPJA30ZqIKS20JMo4jkottPVzvSIpaxlvb3orjl/l+fKt4fGUKIppfOmwyDydJ+07WWqejxAmUrr4fpXB+vPHMH5PHGoIEQi0+oIKZHviFM5aMsKzkzbl+iggUNUkimKFWllxPt7zAX6+oYXVqWv54fT9lCqHOf65kVS8KXL+CIP5hxGKQRmbbOUgK1LXMC4Oc5Z6EY9WfolptJGrHCYR7aHojjHBAAPZe/C8Mrab4/ncDyh7kyxPvwbp13io+B0cd5q18deyMf1OZq2XmqMr+e7Yt3g8/w1KlcPclvsJW3M/Yqq4jR3O/RzJ3hu6TaSQYYImw4QnV97HTHFHKP5sYmlN9CTPxdATmHqKdLSfc7VTOZy9m8WJC3lr09tpTaw/gSj8wuvwvva/5Tz9tVTtcXKlF9mfvb0hNzRReIF0fA0PnHYxH2h/28ver+NDMotX09Q044Xn8aVDsNFduCZYZh+Xpz4BqBh62zHPkeRg9s5QsmouASxWD4dC2H7DFeW4I5A+N69YhakmmHW/sd0idW/O6q81cSp3lf+0gAmbL+/mwfxNHMzeydHcfRB2DqJGMxVRIFt8kWaRIB1dTLl2tJEQjuWfolw7iueVcP0KLdGVqGo8dDJSG+dumb1zRYV55/n7mS+hKZEFhYi6M4MjBW1yzm5RVZOsS1xHMIfMViiDTpCixFkpT+GI3EzdzeN6JZr9NpbJ9ShC5wLtMlShE9faucQ8nYIj2ZGFMWWQVeoiRvwsE+5efCSWBs2RGhcsGiXnBJ2DqCp4b/uHuSb9CWLRPky9A9uZ5veFX510JLxkEieli6Ym8aWD59eYLO/E0BJIGUzO+fI+olo6AKHGzseWFVIywyK5CkMGAyUhWjldW8kSfwklqgzVyoyJCXbVx9GUKB4Oi9XTGFIG0YRJRFrUZZFYpIPW6BoA0rEVgVaP34WGxojYR9X1qPgOHg656mHGQksOQ0sjhMJEcTPnmzfQbC5HFTqT8jA1N0/OG6TDXE9ZKeAIGw2VCQ5joNMbP5eI0Ul37AxMaTJh70ZRdApikoo7HYKdA40qVU2EA6ad/1j6AZZnrmu0MF8qZkU7q/VJKvVxNjt3IxC40mbKPUBZVFAQxPwkMaUlBHLDVHUvQmiBp2OoaySlHz4cL41rW5O+YYHvZd3J0hEVvLe7m4tSHzvhZ4RQOV7J3AtN2lVK9TF8v85I7lG+NfR5PN/mp+vfT3vqnPkjqNF2OFnMtRdPJkcSTDwRowtNa6IpsZG3tHwY8PiX/V9gt/cIuhYjZrSFeJngWvxd51k89w6PtzR/MNwp+2Hr18V2JgM/W3wWJc8PRSon6Eidd4JFWvLlI//Fg6U5uzIpHZ7If5vncz8I/11DSoeo2dlYnJPWSpRjWquxSCeqYpEv7WG0tJmd2V/xWOHbbMv/im3+Pn40fSd3lZ7k1wNpxl4wuXL5IFe3N6FrSZLWUq6xLudo7n48r0DEyBCPLmb+va87Y/zgUJW/XmIQ2DVV8P0atltEnb/LtpY3sGv58gEct4zv29jHeAO/nLSE71cWtEnn7uf8qxdU5/aIWRKAh+vOsLv0R767P/YybLg5Y28hFFoTGxvSBPHoUi5MfQRFCVTfE6IV7yW+ayz/OO/cftO8imvwvZ5fw/ZLDZmiQPMRTvZMvRQ5pGaPNlqPEpdqfQjfr1CpH2VR/JzGtfnXpZ/gLS2fxnMLDBQe4erH63zgiSby5X0BE1dNcJn5GjQFitUBmmLLUZQ4qppkor4LT7ocKD1AsXKQEX8XZohJVZQY/9DzJs5KvZ+Xu3d1ZwxTb0KIWTeCCHHRhu8J/vuMLNckP4iqJrDMdhRhIPHpip/OJW1VorpLlQKF2iBRs/sE8wRMF7fjS4fTUu8KBHPRWJa4jJGwE+JLie1MUXeCJLlZW0I+bP0HckKtLE5dSlvyTCYLz5P3h4mYHVhmJ23JMzlQe5Sj7hZOTb0TU28KrduCK09oVSbQaE1uCsWvg5htt6uqwbQdKPfPaoJJWafu5Jgq72Egey/58j7ylQP0KOu5ZeqrSCQRGaPLEoznnz1B+3P+cqrSExNslk82qtem3g7Sx/FKSOlRro/xv0czbMuWWZ65nuWZ649xVXm5COzXPL+GlDWq9SFMvZXe1IUL3lWpD/Bg6fsoShTHmTkOuyyEzrrIqxvJfNJaSUtiI45bQVUi87o96oIEMRlZxJZclFwl8NFWVIu6m2eDfiWV+hCKYvHh9iv56+bXcF3mkyc49jlHi0x8DZbewmhlKxKPI2IQx68Sjy4OJJz84B7NSpl4Xjn0kS0RCMHbCAQt8bW0WWtZqywNk1V1wW/W7BES0d7GK75f4RP7f8lT9u/RQ+1NzytzsP54cGyotCQ2sj79VpLWCny/xAvuPVhqc6iTByVRZDfPYOgJ8l6dul+igyWM12wOlcs8WN3O2fo6+hIazSLJYvU00rpBd1RSc1WsVJ1FVpWkJpmo2WTrHme1RvjDqdfyh9Pezhmp976kvd9LJnGBB2UAKkxGFyOEMmcXEgJLy84kndYp7C/cgyfrVERww6NE2CAuAGCHcxQXnx4tjY6KL3xmxBiaYhKRcfbaDwcXwx3DEXM9/Zqfp1gfDrJ7J8+Q2IOLSyfLeMy9h0mRpd9fTszsIKIHlRVVMbnIehtS+tyb/x+Gi8/i+BUsJcMy81WsFufS7vdgyThCKkyKQcZKW9jpPUzRDwQ8Z5zDHBbbiWhpBArZ+mGiWppc9Qi6luEz/f9CPNJN0lpMobKXr47cS9GfbSe9fBhagqS1GCE0esxNJKylFCpHqNpTHHGfpV9tZVjsxsfDlXVmqgdoj64jYy2lO3Em8UgXrYmNvKv1nfjSbQBPr0l/psECnB+mjJJQ5xZx18vz/clnuXFkKwVRmocNmYtZ4+/5IUIB5Hh0MevMAEMQvhvbmeBjBx9gurz3FV2D2fjrjs9yTupDC15b2LINtK5cvwbSZ6a4jVumZrF9UXzfYal5Pim1m6TS2bCK+f1InvueXDwPSyBDDFaShLUMxyshhMZM/WA4CQk+2HZJw53k2GvheYVACV9rQiDQtNRxi5fvu0GVzJ1ptKiUecDwhBEQDSJmR4OsELSffS6PreYC7SqGc49w48AXWX7PnzjvgTx/HJ/Gly6FykFuy/2SwJbHYLnxqlCMM7gHsUg/l6Q+zuOVX9IXq/Dq1EexzD6k9HC90jwpE5VOc2O4EQjYUJ5f5/qmj/ORnk/N4fPQTrg4z8VcgrXgWp3wGVDn6TQF4boz/Gz88y9Dhpmb6GeZz6XqIJqapslcyiIzTjq2gpqdpdlvI27105LYdFIc5sIEbE7U0/bLVOqjFKpHKDSqWHPEg7n3v1xIpHQbiXvQ6o4jhM7h/APEon3B86NJnnf3IpF4XoHd+dt5pHoLwQKlYWgpnvO38sOJH+P7dUyRAPzAgcQtU6wN4XiB3/Bk4Xnq9kRg0G60ktIDQadXcrxS+iSiffh+HSEUlsh+fvbiYp4Ya2FQThLRm0kaPUFSJF2Gi8/yiX0jXPzcVnLuICuil7I8ehG96UuYZUbPXQkXx6+y0ghs10aVUdaIpfjSpepneVFsRyiBJWDa6sehxurUtVhmN7ZbwHYD0dOp0g6iZjemSBA1WihVj1D3CpRrh8mWtrO39gCLYmdjmb2sSFxJPLoUXUvjhJ6eAgWJJGEtCe3UgrHheXaI5Q1ay4beRlNiY2Bm7hYAiapYLE1dxY7S75GyRia+lp+ekmao7AMeqpps4JvnxsxcPD/lkKseavy77oyhqBYf6f4YimJiOxN86fB/8Of81zjHWMNbmtfx6uQHwnfPyhEJOlLnE4v0n0QfbiHEoe6MM1h4vCHB0ziyl8DGSWnzXP67jeMv1YaZLDxPzZkkaS2eNyf64TM8lxhtm/EaHZ93tv4d72r9ELu8R9HUoNhTdGBxTNIWPZk0jUp36gIKlSOM558isH5UmPIOkdIXUa4Nkiu9SDq+pnGtA1ZpQCbLxNegqgkMvQ0ZrpcDuT9zf/V3dKfOQz2BDFC+PN92S1C1J6nak7heibNSH+Cs1Psbyb7EZaqwhf2VBxoWkov1M7kyegaW2YvvV5nkMLZXZq16EabQiCnN+Ei28RzDyhCWTLIipbIrVyOl6Zyb7OSsVoX+WJ1MtEYk49NsVSm4go1NEY44WUarElVILrhgmJ+dKXh1+jMnvX8vmcTVnZmgbSNddCVKs7USy+zEMjsRIkJH/FRKtWEGio8hhEZMbcXH54B8lt3ySRw8OvwuVHQKlBlyc7j4aFIjKVtpVvtJyyRt5hqiMkZEzXDQeYJs5SCq0GlRlxA1WmiOLGdJ5HxWyVNZarSgS4Ml6hlkxQiPlH9CoXoE2yuia3FiRhsfXxmwh3rSF9GVOJ2omiHrBMlnSZRpUS3ayeAJjzjNtMXXkdS66BAraLJWsEq9gEVyLRllERKfa2J/hSedUG/KJaJCQu9q0I8nCs8yln/8pS7lgujQVvO3ra/DMlsZc3ezWr+EWKQTXY2RLx/gBX8HCjrT9f0N37mSN0GvsoF2vy/AKjozzNQ8wG8snOszkQU+crMSAXuq9/O7mf9acNsHsvdwKPsHtpd+x1QDgBpEUO0IEpW5UrrK5/o/S1fqPMq1Qc5Nt4ZVh7kHeqLwTFj6fiWM1yDuKv+JF537Fhzz11f/fUhmgGCS8kPfvjwJaxkRoxnL7MPU0xSrh9ldvpuR6hZsKjhuFkWJ82TxB/zVlu/wcP4bje829ZbQ9ixPPNKNoSboMjfieSVA8sUj36PuTHEyPayO5OmB/hYunldhSfpqFMViaeZadK2ZujPOkuRlgAirYHV8f26CHS9uReITNzv5l6WfRdfiSFzWpN/AP589wOfWVfnb7s8hkThegYPZO3m68H0SkR6ktEPR6IAVub34G1wvFya8Ki3RlSyLxVEVA0t3+eFlI9y64c3Eo4vD5GV2gfHZn7sznIwFmpqi7kzxxj64vidY+GYn/0hIsDg2AvDyCub7Qb5UzCbWimIRjy59Rd7Ex4aUAWu7P305F8bfTcmb4GH7STJawBYcVQZoMpdSrI2cEL8DczIM83fompqmTzsNpIvnFU/A1FsYqppkceYaNqXfy1XpTx+HEQ0wOIF+n6olGxZEvl+iXB2gN30J+wuwL/tbNDWBpqbx/UqjBe+6M1TqRzmSvZeaPQX4DOYfJR5ZRLU+SYu1Gs8rhfdUDfSxQrJNuXaYT+z7LptLt7yia1p3xilUgh2+riZ5wX+Yn44eIesovL2zm8XRcxkvbQPp4/s2nl9hX/FeyvYElfoEOgY7S3dR90soSvS4hLzmzLDTHiVidlAhjyoEfZGzyah9jJY2Y5mdJKzlOH6VwcLjrFJ6Od+8gdemPoSqWnhemabYKmy3wNHc/eTK+9iUfjdtxpx+ZLl2mMPFh6nWh1GlxjnG6xvWTwKFyeI2VDXGYuNsitWjSOnQljyLlujKBoEqHukKr0eekj2ODOfQKxLvD0h37hSKYtGjbeSnhzI8WttFwlrO0uQV/HT1q0nH1x23cRAI/nqJH0Ib5jY8rfEN2L5kbukNtBV/Nv4F/mfkFl6QgTxJR+oclmSuQaDiyTqOVw6Ty+M3Tgu7B8HGIGUtO+759P3Sgk3W7DwPhBXgdPB9QgtJVRFKtZEGiWougrlkvPA8t+fmmPRnt4KhCq6IvIYL4+8G6XPT4Nf52N5v8d2RLzU+3ZLYxFmpDza+azj3CFGzNSRx+Rh6M9nKQfJOsBEWIkKfdjqKCDZFAZlJ4jgzzBQDb9Og4yPJlfchpU2hspeh3IMLkldT7yAVW00qtqxxzVqTp9OTPJeVyVcjfRtHOAyJPQuus6JajYoxqEwzxJ3lh+i1zkKgslaewTL1HHQ0JsjS4nfh4dAr19Dst3FmtI+YJlGFoMPSODXj0WF6bMlFOJJPomWCuejKzmle35Pn31bFsVRBxdUQGix/ncO3L5jDpR4bLzljxaOLqNTHEShMl3fj+zXak2cyWdpOItrHcP4JMvFVAYtC6IyWNmPEz2eTeBWGorJZPosp4iz3V3JA2U9GtlGTNoPeNqr2FO3WBo4qByl6Y0z7B0lqXVTtaVyvRELtYHfudtKhAnObbOXp+u3EZBvrxXlMU2WmfhDLaA0eRulTs6eo1ke5+rmdGFqSijdNVM3QSj9T7l5mtCESopUtciuaMHFklZRsR0FnvLydulVEFxZZMUlExmn22xj2t/C6HsnWI4uoWjPEjXa+eOSbGCGbKsCVaK+IGg6CeHQJe/J3MemtpmZn6YifwpDcE+wKRUAmyDoD1J08tpun7uRpi60nKdqYkAPUZJ722AaK7hiPOI9iaGlqdh1NS/HVwW82PNsAJB4xszPUFZq/M5+roAHY7gyKEm+YZn9z+Rv52ZEqi6IWhiL43sh/oCgmfTGfycGdSGnztcEbA2sfxIJvtsxW8q/QuBlo+K7OhsTla8O7Q//ZIByvxJWpT9FimvyxcgeFyqGgFRTu4lSho6Lj4RB45LkBxo5ZJewgavY4Svi9VXsaz6+wNzurnSca7ZGgeqKwLnEd+6oPNBbYQn0Y3y9j6G0oQuNg9k4ADuXuDnTlhMmR4qNA4F8Z0VuxjOYF5xjTWvGkw2OTxUYlYG/xbj77+IcYrFaYFsME5txBu1NKm/Ix7hxS1nG9GrrWEkow+BzNPcz3cw+DdLnihefoE6egUKBcG27c22BczAk3Q9DirdrTjNU0vnWwEiQyqCiqhevViEe6GzvQ2Yia3Vh663GvnywCXFmAsSxXB47Brr3S8Jh2D1GsDtEa6yGtLWK49BwZaxm2m+NQ9k9k4muxnZNPdqpqoYgk1yT+hoftP1CqDqGpFjtLdzXwey+ndXhm/B18abWJpvh8Z7+JlztehFNTk/x0zQ0MVHQ+tfdrnB1/J31Gil9N/heD+cf5SXl7sDj7tRBoHSRjitBIRHvJlnaGVeZS47j90MaqYA+RtJZSKO8nFV/FR9qv54uHb2y89+XgC/NDoBIxWkhGFpFUOin4o5RFjsfGHRK6yp7CXXhegcBI3cPQm7GdaSJGhrozRUWUuDrxPhQEd/pPH/f9NXuKbfav0NQ4R/MPk0q2Mi0HsP0Sjlvgr1v/lpon+cXkTfh+iT8Ufszq2DUcrD3Ghvj1tMo023gazyuStFZgakl2V++hWh8mHV9Hl76e3bnbEShEzW72le8naf0VCypi0iWid7K/8kBg9SV0Ikoq6HJ4uRAWdCDw3sUPrbUCvNkRMciBfCCOvSH5Zn64MUbOrvD0rna+uHol/3hoPwrQrC9FWt48NmYwj/3t/qeYquwhwGpF8f0yNS/H98e+dYL1QlKsHKBY2Q/AZGk7zbHVSFymSzvDOW22OjyrNxk8zydq8edKuxo45mN9Wk8WmmoFG1qhsEQ7m83uD5kPidG0TKOFCMG4tN0ZdK2Fd7d9kPPaprmsx+Gh4XY+fuAPwe8Lhf7ERZypr+bWmW8HXYr6GLu0Py+4Vr4fJJeuXwu8l91JitWjnJt8P0+Xfsb2wq8DdxihIVULzyug6004zgxCsVCEgevlTlBtV8NxO0HdGcOTNolID0ESLXD9OkOlx9HUYEO9OffDUIh7ntC5YlH3go6OQDBW2gLSpyexmlPTf02WAkkZpzca48n6EBnZiiXjtKsJhr0suypZYnozHVGDmAYthkuXVeFoNdjculmPto4isX6BM+2ht6iseDbKw0PtuHmJErPpvv7kc+ZLVuI0JYoiDBBKAx+XrRwgYy0L2qrSDQQ4tQSW0YzEZ4nsRwjBs/6jNNFDUrYyLQKxxIooURJF4mobMaONyepu6rJEUu0ioqapeFOh5lwnl0VPQQiNpN5FQrQikXRFTyWhdrBDPsGo3E1ES2OoMVQlgqIEOKAAqFui7kzRpq0gLbo4aD/GssiF6CKK5cdR0Sn701S8KcoiR9EZwZcutlem4k1zaWwle6v38VTxR5Rro7xj+zc5WHwwWNREGy2xNQHrKXEBimKcwJtw9qFIBzIG4S4nHl3CKvMS4pFu9NCqaKq6l7I7ycWRvyJp9AQtbMVkVfRy1iWuZ3n88kZ1TRNmUFWsH8b1qqSVLv61/70sz1wbgD3dObN3Tcuga830GWfOU3snHIhzlSbXzaMoEd7d/jEUxcLxSvz70RfZ7P2Z7bUxrupyUBQL36/wgRe/ElLLI/h+GcedOq59FkxkJ9ZBeiUhhMGh4oPMFLcCwQ4xojfTFjF5zH4ukC7wbWr2FJ5f5zztLM5WN3Ek/xBldyLEvdWY0zaaneyC//b9Co4zg+NOkbSWoKoByLwpsbFRqfH9Ep5XYNTfQ7U+iqamiZo9DYNxIEzAJPHoEvTQekpRDBw3qOS1JTbREl0ZWsYE0RRbyf/rOZ+IkuSh/DcapA/XzfNwfTPb5WNszf04rArNsTWDSVTF1DvC6mcwAUWN5nmOB0FbVigGE4VneC7/XZ7JfxukO8foDdujQZs8qAboShTft/nnI//Lo/mvM1sZ0NU4/YmLwg3AwqjUB/6iyrOixOlNXxqw8pTIy9r5nCxmittw3GmOsBVX1jH0BDOVfUhZ55r0J4lq6ZeENKxMXM0DZ76NUS9PrrQT18tRs0ca7MIr0x/nU30BAPxkcUaqmfPeUWTTeeNsqQ9w/OIocNwsCc2l3wrgCKusNP9xeiAP4vuBaXs6vobXpT/GysTVQRXLr3F18m/5bM/rg43RvAqu685Qqh4hFulACIW6E/iutuorOKOpjvRrDQLJXxKxaB8/XPNOfrbqfNawgsniNg5l/8Sfij/iOXt/2LZSIXTWECjEo4sb+qF78nexLGniIxHKnJ/wbARY0RqOO8Wy1DXkxSQJpY1C5QhS1vjeyBf5+cRXQhFrFdvNoUudYmU/W/I/4/7izUwUt9Kbvpyo3sRUYUso9BpoAI46O4kYLTjuNLZXpO6MMamMoWstofm5BUKhUh9FETqG3oyUAbEpLpqDClpIrOkxN1G1pxsV6u70RRypPInvV0jH1/G/Z2lsuDzHq26Y4qP9GYaqGqeqK/j8vgKHcveS0hcdV70v1IfR1RivzXyK16Y+gkAlV3oxHG8n0l6bs3HzvDKGEg+/UwlhF7PajHo40tTjvicoKkRC3+YO5hK448dGkDAGf1OVSCCijouULptzP2Y+Zm1T+r14bgFTbycdX0dr8gwujf0NnamzURWDj62ZYtmmLHcf7eCuQZdybRSBxtWJ93G+uYaWiNoofNTsEYqV/Y0q/6rMG5HSx/cruO4Mw7lHyZf3YWoZOkIMPihBR8bLh9U1Nej6CC0QXvdrgSVmfAOtyTPmMX69gDE+T5am5sw0qvW+dPD9+jwXDKWBP3t902dpSpwSsGFn505cXDewr8yLac5PdnHIe45mLcr7l5XYqKxgt/MgI8pB+hMGS40WhsV+Boo2vpS0RyQDFQNT8zi/pYipeugdOonTI4iYhtGlIx1J++ISy+JV7JKC0hlD9J/cK/0lk7iY1orn12iylqOrycBaxK+QqxxCCIW41U+5Nhq0XPFpslYwKEZ4kc1I6TPm7+GI+yx1auGgUzhYfxwPB8evoqkRivYII5UXcP0KltqCpkaw3SJ7ygWS1mLK7gTNfgtFKjjUKHpjtKrLaFGWkK0cRAg1aPeqMaRvY+pNYYtDIS5TDNmbg0oiQ6RkKzVRQaAQUZLU3DwRAkFO180RSJXsQQhwvRqGlqY5vpqW+NqG96qHQz8b6VTXUvBGSFlLOBYLIUSEhLWceLSHiNHMouT5XJF4Py2RleyzHyVutGOIOKtj17Akcj5d+noeqPwaXUR5fepvMJQ4g34AAF4kuzCVODk5zFDpGY7mHqZcH6VYOUhJTvO3Zx5gk7oq3KUFMfswaGoEX/jUnTkKvKLEuTL98XnVEA/PK7OxSbA2eQO+X+Jg9g6ype3stx/hPXv+tEBzDuDs5HsWaI7NYWEC9k6g3G7wd73/fFKfv5OFlB6um2eW0JCMLqZcO8LPx/+L6dp+IlqK65s/TSzSjRAKd1d+y2+y3wTAlTYrUq8hcNeYa/WK0PA7YS0nE98QVF2EQbO+FMtsR0qbmeK2Y9pBKhElxawJ8nyv2tldHUClPkrGWkpEbyaiNyPQMI02xgvPcjR3X1CtDK/PZGEzXx5+gQuNTSC0sEIlEEJnrVzHVCEA/0vcUCZkbuIVQidt9ROPdKEoUaJmN8Xq4TAhkiGG0T5+Vx6SOQTavDZjMDm3JDbiSRfXK1KsDszzQFVx/Rqj9W0Lkon/W6gYWpKan29InPzf1eUlEaOTmNJCXAQ6Xp5f41+W/TNf2lSiaI8e9wnL7Avtz1R25X7L519UmVSGODb5EiLCETHA0rgfMt2OJ2kA/HDi5xSfKTO+0yLL8bI0syzwd+/Zwl/v+QOeV+DH4zdx1dPTeF4Zy+zDMnvJlfcxICeY8PY1Nll/zH+Lz+27MVhIw+rw/A1IPpQwqoWi5nlvmHtGA3FdhHZC/M9LxXnGdbzhDYPYvsLdpR8hhEbEaMfQEjjU+dX6N9KXuTyAD/g1vr7qvXxjxZtD+ZFAU+vmke9xX+mnmHpTqFkpwkr2QlD5vuztVLxpsu4RMrHlDceDvvQlrIpdiaKYSFljW+V2IMBpmXoT5yb+hoo3xXj+KVQ1TktsDYoSC3BiWivV+mgIOA/G6XD1BRLRHjQlSs0eJx7tw9DSVOpDtMXWI0SEGBlG7R34vhO2XTVGnZ247gwCjVPS76bu5RsaYe9tuZ50ssqPb+1jy51Jyp7Cvx+9g56Yxv+sN1EUg6nq3hDP1RhRfLjjbfxy3Zt4e7/C1DGtzCApWJiA2c7kgvs9Wd6JDJ/t+TE7TwXfN7uEh84KYcUWfOrO5Dxcq4eutZCKrUbXWubwZUYX6fhqlscvx9RbiZo9NMdWh59TG/PG1kLg73yG9UbO1q7G9evcV/g656nn829L3stHnotw1vcN7hiqYCgK0q8hcbkr+yV+PPaffO3ovy/QXNO1FjYk34hA42DxQSoLGP1eKAsyxAv+NhalLgyqhP58FruH7c404A+KYmAZrWRLOzlXvZTIPP1UQ0uE82lQSVsRvZRUbEVobRfoPQYdR435a7kuFC42rsZ2JknFlhExugJLMa0JVbE4XHyYn07fhi9d1mQ01q8e5+9WVek3zsaTDrvzVYqOw2K5mlVpg3Na4fKuKbqiDi9MZcjZOmeeOQKKADvoyoiIitZlYS6JcO71M9y5rZ/JuytQ/D96p46VthCLdJKrHsbza7h+Bd+roChG0CrSW0hbS+i0TqFmZ+kRqzFllLHSFgq1QXKVwyS1LiqiQJPfQVRaWHoLTrjQtBtrEUKhZk9RsaeJi2aiWjOaEmWz/QeSWhcxrY28yGGLGk2yi14lYI9FpUVP4mxqbg5NjVCpDSJxsd0CGWsZqdgyXsj/lHx5HxKfqEhxyH2aYW8HRW8MldndTJDhZxLrKFWDgfSz6f+lNb6GjtgpJNQOmpXFNCuLOT3yelKylVHlMOP+Psr1iVAdf2EIoZAyeqnUJ6jak/xb76noQqHqZ0kbfbTSz0z9IKNyN6PeTg6WHsLQEwwVnuS2ma/jylqAeWMIW7pESdLFStpi6xsgU6FEMITFFx9bxu/zP1ow+CJGFwlrOZoaZcLb18B4AEi/xjPuvQuwP0KofHfkEDWxUKurWNlPtrR9weSjqWnyygw1e65tI6WDQENTU1yR/CC3b7wOXUtzZ/H5v8iLL4gA5wfw0a4P8IG21zeO0ZcOM+U9vOBvQ1Oj1O0JCpW9eF4B3y+zTr0kuK9CC9tqwTUJdpc2pcrhUAYGzk6+jya/gzP0VzOrlH3scQzmHwYEmfj6k1Z4fL/CZHEH1fowcbODNZk34fl2I6kWQkMPF2khdAZyf+YXkzc27ommZWhLnspD1UBGItAvi4SiqnP3NBVbxjrOCStnJar1oZNivzStqcESltLhNckP8en+/8d5qY801OUBOtW1VO0pFCUathoNYpF+etIXkbGWUqzsf8VknRNF1OyhL3M56egS9FC0WFGMRmXwLw9Bi7UagUJejjVkDA7kPe4dbW74Mc4Pz6+TjCyiPXUmqdgy7s1/lcHiUyHWcy5JSlr9jNS3sb+oNAg9s0bn86NcO8y/PriMG7d3M5R74Li/B4b2PkO5BxqOEb5fouhPsCRzTTBX1Y8iZY2tuR8xWXguTMriIX5utgUWtFgbvqVitppqIoSO5xWYKDzPd4a/jKLE0LXkcRX3l4tliSj2iMP2vIntBPpppp4iaXYzVHqGXxxSiZJE11o4N/lerls1wFVLh0iEY0hKG9evhGz7UVRhBPprejPx6CJSsRUNTK2imMxU9lO2J8hXB+hJnh/IJ8gS23I/xfcraFoTtjOBosQx9DZ0Ncbj+a834AieV6LuFehKnsVUeRfDuUfQtQx1J4+qWEGHQDp8svN1tFqraUqsp1wbDjdcPtPVvehakj2Fu3DcCnGjHUWxSMfX4Pl1hIiwMnM9w/6Oxm8KYfB0Nseb72vhaEXhz+NpPnngFsr1MbbmSqxcNEVrfAMRIzNvExSQrtalPF7z5jGuOe0Ii4yFouwByaq5ca/noA6yca+D4w4SmvnP4RwGTqUpsX4e1lMPK6J+uPH2giQ23EhLfF5tXc/SxCWN73K8UmBHl78d25mixzoTXbF4R9unmO9aE2wOBY/nv849uS+TLe3gdelP0G6p3DY2ytO137Gj8Fv+XPgGSSOokM3F8coDrldgudrBuvRbws3sse8JLAMnKjsZzD+K7UyEG1Y1vAZxguqcjaLEeWvLRynXRxEI7szdyFSo9QowU9xK3Z6gNXkGEpeETDWub7l2BCHMAMt6zFx3e+5mFATv6fxHlqvn0WKtptM6lZjZjusV6E6cyWnaVdSdHE6ozrKmd5I3t/c1HGosVWMvzzJe9Wk3HVoyJSzV4/yuCU7rHUNrCq+TAkITiKiOrLqgwNTTPn934Hd8+bnFED05/vglMXEZaymF6mCjhTZb/Zg1nQ+Ur238uI+mRsiKCSbqc+0jiY9Ljbw9iGro5P1hSvUxOqwN9ItNjHGYmN6KkYhjeyWG7a24Xg3bzSOERqexlHExQFHMBJOJNKhTo9VvZVpMk5KtuEadsjuJrsZwvDI1e4qUtoirYht4Xp1ip30fuhpjhVxGk9qOIxxUqXLU305bZA3NfgvjWoqImiEnDxAxWojqTTTThy5NdKmTVSbR0NnLs9ScHAm9i0B/bJrW5GlMFrcsWFB9v8Jw7pGwDW3z3p3fDQDtkS4cUaUoxzC1JI5fDfzaYleyr/oALfF1RJQkk9XdRPUM07X9NEV6sKlSESplZ5JTrOvY7z/FTHEr16dOZWncp+6ML7hvdWeKmj0OeByL2JG4fKrr9Rwo+Px47PPBa9JmZ/aXLzUUGuH5NQpyAsvsplw7HOxKhMEp1nUclpu5pCPKn8eDXeUrM1s/UQTMwRsHvohptAEKqhqn37qAo7VnGS1tDs95LvFKx9fyus40i6Jx3ro1OM85LNjst3phm1bwnr4MRysKnz/0FaR0AoNyLUWlPsyi1EWMlJ7njZkPck/tjyS0DrLsIB1fu8DKSdda8MINicRlovAC4zKwnREigpTeAqFUKWt0py9mtPAcING0Jv5tyUc4LVPlo/sOcqA+TOA/bHCRfjm38XzjHPOlPTzA7oaC/UuFpkS4acnF/MuRTg7m7+HvVzk8OW3wbPnX84R74cX8rShKBCltWmKnkKseImF2k60dCjWn/m8hRCTYuappDCxq5Jks7wsSWtXC1NPkS3v+Dwmigu2XGKtsCVjaZgfl2mFumfoyt0zNJV/zw/NrQcUeBUXRMPX2kKnrIUSERakLOZp7gHx5H0Ko/HDq9wihY5ndVO2A0TsLJ5iN3xQeY5U89YRHqGvNIU5x4aI0VXqRU+Nv4nD1XmYxV4oSIxbppGZn58bRvGqw79fR1ASe587NLyEuKhPfQJPezxnaOm6b+QaOm+MvuWNCGERUwdKfD1Gyg/EopUO5Pk6xOoiqRLht+j8BSSq2mk8uj5NaNs3MXoPLI+dxi767Me8EsAC/IfVTqA0S0dIUa8OYWgrfr9EcX4siNM7XLuL+6u8YzD8c2GaxghEeJRbp569b3s7zxSmSWPzdCo2E7nD5s9M47jSrMm+gJKdppocDtUdx3SyZ+HpUoSGESr46gBAa1foQ35t8FpM45XCDHjyLDroaw3YL+F6Fqm9TqQ8EEAUlSr5yiHRsBSU5vcCzuTd9CVuqdxHVM+hTl/CkcwdVexLPK3NqJo7QxviH7ov56siT5OZVxa5OfoS3vH0YEdMxOmxszw+xhfMZ2rnjxgkQinN3UrVHkdLBMnsXVrHUJHW/iqYmGq1pCDBqARFjbvyVa8P4fh1FieO6M9wy9WWiRmeoc6rieWVmijtQFBNFtTiQvRNFtbglFLKfjabEKVhqM0O5B+hKX8hM5QBb2crzxTqmiBMz28JqmsfDtR3hsygazhcncqN42LmfmePUDASm3o6qmNTdLKaewvWr2H6dYHM/uzlWwjVomP9a8QmeGJ8VQJZoShotJCMESZ5FLNJNtrwfTU3zROE7jcJDxOygWh8KlRe0Bc+5EBobmzUeGi+RV6YZK7zAsuQV/E3LG7i98DwAEaHzvva/4WsjP2fHb97I9b0ay+IOb6pdxOO5cSIywwbOxVAEQ1Wd9RWD804ZxOxUEZYGvoLQwnGjCFAEojWGzFd55FAnprqX9yyfBGWhGPH8eMlKXLk+gaZG0bWWRnJTqY+jqRFU1cIy2wN6cPVooFlUeYG6kycR6UEROksSl7BEnkJES2NTwZcuhp6gJvOYGMzUD1J2JmlTV9BtnEKzsYxMZAmaaiGEwgA76PGXYcsKHX47PpKyyFGlTkFMkmUU2y9RrB7lyugN3H3aGwNNOSx+lbuD3c6DDQbSc/4jHJLBhd9Zu4c2sQwfjy3On/Cky1jxBRSh0RxdSURJoWNy1NvMmHKYkdoWfDwKtUF86Qagy9owUaOVt2WupDt1wXHXTuIx614Qj3SRjPaiCA1DidOk95NUu1iqnEVMaWZv5f6galbcjC1LxM0OHL9KR3QDO0t3cjh7N3vyd9GvncnWyu0sUjcCKlVXcmn3RAjEDCbmOZ0hjzmRwoXxjfEHmajZxKNLiZo9J2wbnTgEmhpnKPdAAzfgeRU0Ncrf9Dbzr71X8MuxAQqOfBl5ilcWEpe6M4OiRGmPb2TY3krVnsTxAgkARYmjaU0oSpxSbYRnJh2aDAfLDPADC8HDKpqWaWBMvjS4iz9NjdIcX0vU7ObK+HvJRJYgpc3R3AMoQuOu8v+SLb7IQDYwZS9UjgABy6kpcQqumwtZqLNmznP0+9mEIsCoBO4Oqprkg20XsDp1LQDJaC8fvWA/Z68epiynQCiclgjkcX6X+yZzSaqKDBNbZ15r/Jg7Q1/mKq7NfJb/Xv4ert54hIcuSJG0lnDDjvv5wsCPjhPuDaRTysQiizCEhamnGtZq1frxVa1XEgKN9uTp2E6RhNJGVebRRARFaKxN3sDVsXcEjLcTVLlePjxmKvtx3SyurDNR2AIIZm3RTrzjz2E709SdMWr1MRyv1LCq07Ukd21azqrMDcxWPLKl7Q0m8Ox9PbZFPZx7iAfyN57wCB13ekFFpnFdhMZu+88LWtpS2hQrhwKdL98+7nkVCL604qP88tTPNBi9ht6KEBHenL6W7W+J8sUzxlmavIKo0bkAUvFSIYSBqsb52tDXMYRF1Z4MpVlMXHcGy2wPW6ZBFKsD3HJY4aM/XcZ7HmzH9iSXxt6JpmVQlQhN1grOS32YtsgaKs4Uycgi3BArXXeydCRPR0qPZZzGxR0aaaOPqNFJRM9w1NuMrrXgS4fNxRkO+s8wqAyyJWfSHKlxVeI9LM28juH6ForOCDuLd4Sel1Gq9hTTxe1MFjZjOxP4fglNTTOQvZd92d9SqA2hqXGSVj+m3ooMtTX7Mlc0ns+6MxY69Pi06MsYKTzTOG9Db2Od3EC5doRs5QAlapRrww17rW+O/IBvPr2MaxeP8irjbMAnFunntZnP8M/r63h5Gz9fx69I3rvMI2p00mh7ciI5nsBI3vVyVOvDDSKD7eYXvCtIiCSul1sg6I70j6lqBQK4QCh9Ew/blAGWU1GitCQ2sjhzJVL6eKFsTSCEvZAgVLOzTFf3IoTB2cp52G5gRTdV3k3WGWCqsIVXpz8JqBzM3gF4gSdwbNUCm7lgfRJI6TBZeG4ee1SEMJhWeuPnIvHoSZ5LoXokEGhvEN3U8PMuNScgdT05YfNA7TZm5zZFMeiKnRbeYxXp25Rrw7heDs+fdUyRIDTe2vTXpOPrTghFCTyT4ZHSj9if+wMSn8viK/ni9ft46uJWvr9yDe9fpvBA8SDl2hEete/k04fupuQq/MurDvBvK1P0xQ3SmsmGDKxI1BACzE4VJamDH+KrXR/pSvAl0vYQMRMR1XnthYe5efnFrLimCtU6J4uXXL1tr4hlBIO/7uTCXY3WyFwdYVAQQ3he4MtYc6YRQkFTTFSjmbKcxqQXx69SqA2iqzF6zE0U5AQHxXbqTp6O2Cl4OEy5B0hpwcRu6ikq9UlK9iie4ZESHSQUgzFZpd3vJatMoqIzXnuRcu0o4NET19iWCyaeCXcvdSdPq7UaS2+lWB+m4ObRVYuxaBTHKzPkbsNQY9TsLKbu0xRbGejO0MWYt4d+sQqAmfpBNDXKtBcsbIpiko6tQAiFG1Jv46H8EMP5x05w9RQS1lJMLYmuRKm4M9SdHEVviPb4q3GFS16ZZtoJ9Gg0JYqiRJipHKDJWkZMbyUu00jp0pI8lYo9xUHnCerOGHvK9yKEyvfHv8ue4ttxQhC8pgY+jq6XIxVbTbE6gKE1NXZBwU7QoVAbJB+phcLNsaA1KoMS9TvbPsYvpm4+oZWMQG3guFZkbmCR38uZzXG+PPB1Przrm5h6hqo9yfa8fdJW34JvC4Gux2oYzS4yitCIR7rIlnahouO4gXhtIOyohVZNPilrGdnSTtKGysf3HTmJMGIgMmvobdjOBPuzv8PUO7DMNurODH+sf3UBfsR2JrCdiQYDdL4JtKmnyGh95NVDjd3f7Dm1JDYyVdyMECqm3k5gep5itX4JzxV/zv936JtI6RKPLqVTW8vw0QTLLi7zrqaL+K/8s+yo3hUIbIYYn6jZQya6hJHcY4A4Bnejoqoxzo6/ExWV9bEkT5VG+ecjT3DL0CW8py/DSjXCPu+JE7hIzF5rFVUxmKwGFXRFGEQi/QHx6JgK88uFQCNu9TNR3EpHchNHS0/SHFuB69epO1NMysMspRsxDzz8l8bsuJwo7UBT46hKE65XeRmyRLh7DwlQs+Klvm/z9GSGcWf2+VVDdrMdGN97ZRYmhgJQQka25ERJY8AWXLh56ElfRK5+5HgnhRCsLqWNUCL0pi4kRmauKi40eqIup7VNkzm0jLH8WIMp+OOJH5K97d1sdvcyVHmu4SDzSiIe7eP1iTfyYP1JRksBfrnuFYlFutHVGDVnJhDLFWYDfnDb9JeYNQBX1TjfX/dhLqp/hJ+PHeYba1pZ0z3J6HQv/7Z1HQ/Uf48vXUw1gRLt4erohdxffZY0FjeObGWk9Hwgm4OP41fpT1zEvuxv2ModQODp+vBENzdPbOc87QLa3B4O1x7A90uhRVwEy+wMmNeqhallqNSPIoROLNJJvpwDBDGzA9evUq6N0hxfzUThBaR0OJp/eMG9E0KjK3kWE/buBfeuK346Tzr3AJKY2clO7+EFC72qmLwwZfPgRJx/XlPHUD7BhibBPcNVfjOY4lc/TWEoMFH1GaqVqdSHiJrdqIrZ0CELRpUWYhotfN8mYnRRtyfCsTirwxbIAZ1onAfSHG4olTT/9SiJ6CIKlYNclvwwrUaEW2e+0ZizfL/EVHEzOa2JRLSPSn38JM+RCBO/YA68Iz/HrhVCwdKaySJ5wv0TSzOvYaDwCGfE38ZT+e9QZH/jOyDw5w0gBxJVTRIzO0OWu0QisZ1JDuT+ANLnnOS7uEN7ESl9mqwNTJX3NCxAo0Y7dTePlB6/n/kS86vbmhLlaOExQLI4cyWOrFL1siHu2W5cbylrPFrbhaU1kQPakmcxUXi+MTZ8v8R3Jp5FUQxikU6K1UGu6axjXtBN+3mSxJ+H+MSdy9lXDKrrxeoAqmKxM6/y9hUqy8Zz/HqgjeaIiiPB8QWdp9Xwyz4i4iM0BenOs0nTFJT2JDJbRpZtIpf3c/2lEtxWqJ98Hn7JJM5181Skjy9tpHRDg28Tzythmd2kI4ux/RJ1LY3EI2q0UnfzZCsHUYSGqkzwJPtps9ahCp02dQUHSg/geCVMPc3K2JWB5ZYamNiP2jsQQiWlL8J2g0bgoNiD41eQik/MTzIs9oMMnCBS4W6+5kyzJVfgWyO/oiW2im65mhlrDIlPPxspRfo5UH2IupODKLTG1zBWeJ6o0Y6pp9DVGL50SKmLKDBJRu1jj/98YDytFUjIZppkikj6YvaLA2TdI9TqY/xi8qaA8nzMQndG6m8ZZCeerLNSnMOQOEBNFBCorIm/ml2lPzawJ77v0Bs7lzolmvR+it4Yhfow5dogozyLlHWmS7vDhCWUBHECVqjtTHNFZ5yrxd/y6d3/ieNOY5m9CL2jgRcy9ESYxAmS1lLqTp6aM81e8yk8v44idNqSpzFd2o3rFflt4daTKt+n42tIaB14ONx1RjMHchr/uXduNzh/AohHl9JkLmUw/ygnEnTVtAy+bzcmgyWZ13KOvoFbp79F1GylWDnAqswbOFwKHAGGi4HUQID/SfOGzPuouj7P+y9wNPcAmpZiY5Pg3uGXlliYL8FQd8aw3RmiRidVe/yExzm7I5WADI+1UNlLMWzfBNIBcxP7LJZGSgddi1GsHMJ2ZzirpRV4B8/kv03CWs43l78RS/M5nPf45s2t/HT6l0jpHOcosDZ6NWfEO/h27tF5bb1AquZdzW+l5km2VMcYljt5dOhpZsfIU+zmuV1NnBK/gVvWXslrXxjBcadQ1SSBRVPwPc3xdVTsaerODFL6bEi9iXd29tIfc3jztsN/kWQFQkFVTHQ1zkTpRVRh0Ewfuyt/xNCacP0Kd+S/QtTsDtu6ryzpOFE4bhYhdBz3+Ht2bPtzNny/jO9XWZG5jv25O/H8Gh/a9fVQRiPCW1o+SU9c5b8PfyFsv5qhiv38ZM1nNtlDipdtCStKlGusc5HWuew3ijxe+snccyIUkDRIKWPlraEm12wyWeNdLwYeqLPjYrYlV7NH+PVk4MmraU2h/MOJq7THxpn6a/mP08c49Phaht2HUNVk0GFRLHojZ7K7fDuBuO0G3tH0eg4UatxTuDms5hicHX8nm5pzLFs1zXnbOzl10whai0ayOEP7viZK+YDR3JpchSvrvFAdYay8FS/mcJY4myvaT+EHY9/gdakPcmfhu5T0VhZnruHSyCb+WHmY8fzTqBGFsfwTHEgvJa9M0pM8l6O5+0hb/XjSIVfeh2V2UrUnOSdyA6mYyR+KP2zIfAhUVKGhaWnazDUMFB9rzNOLU5cy4xwmV3oRVU2SjC4mVz9CJaw+C2GQiq3AkdWGP3a5Porv1xaMLUXRGJRTbIx24Pp1dlWnuf3oY+RKu7m/GJ2nWuCFZDuPy6y3MebneG5eEifxaE2cynpxPg8Xv0vdDoXj5z0emprC0OaSuNnEbdaFRlEiAblj3md8v0S+vAcldP25q/y/C1jvs+G6M7QkzmPIyR63L5ndRE4Ut/PWlo/wi8kbiRqtlKrBGpGK9vHm1AV8NfcQudKL1M0cnl9jr/8EsUhvWDW1aIqtYqq4ecFmUgiNZcYF7LCncb0CqmLhejnSsVWU62PcnvshaaufmfJ+SvZ4sE77Np5fo2pPBjmJGiOiN1O1JwN1CpSgihleiPFK4N28IfJanlP24fsVJC6qYtGduJD92d8hhIGht3F55DJ+VdyGlB6a1oTnlSi7E1yffh9/KP0a6df4/ZDJlcUZRDqGU1HYUw7ccxx3GhkSJG8a+iYHbnw/F3foHKrlKYo820pxfnGujVfy0Zo1REQFN2T/RlREUwwcF5mvIIt1lKVtYBpgaGC7EDk5jvgl26nghZYePlJ6jQtlmd1oaoSp8m5mynvR1Cieb6MqBhlrKS2xNbTG1mLqaRy3hCvrZNQ+otJifey1rE/eQHN0JTomKW0R7SzFlFGajWXEtFZsWaHLOo22yBoydBFRUlgyTlHJUvWzATNNKhTtUdKRxUjp8kztN4Fzg0hhYlL0xjCIMq2Ms1zp4drku1ibvI5s9RBVN4cQGo5XRlUM2vVVwaSJT1q24+EQUZIMezsYLD3FsL+DKjY/umyMS621TBW3EGjblI7b/QDMKGO0in5qbo7DYgfjle2B9ZFqsLt8N55fC3wW68FkJ/GJE0i0KELH0lsw9cC+R4TsvojRiWUGwqYBs1RwTuoDfOSyfXzw0v10p18FSCr1o9hujnLtMLFIN99b+YaQnScphPYzgZWORlRrxvWrxJU21iauxdCbTwpmVxSLt6av5f/rPYONnEEsYjNj6zxR+M4JR47rVck7gydO4NQ0vm+jznMz8PHQFYHr5ShWDpCJr6ckpzH1VNgqcgHZYEu+ulsy5VUouCNBBU36/MfgPQznHztpG/lEIaVDzZkMqjrqywHD56pxs+c1O1F3py/GMnvnvVeGvpJBpeWe4i7ySrCLTBm9vH7TIU5tnWZ/yeSXudvDnbm34PMAO6t383jpCKqaxPerxCL9/Muyf8b3Xb47+g1+OPqfbM79OGwtzs3gpt6B687wQu7HfGd/yLYUBoowaEtsYtaRwfbKRIxM4MErXbblfsqn9/4Pb972o+MSuFikn/bUOcw6d8y/LkpIXMiVXgz0mNxCoGcopomZ7SSjiyjUwkqEaizw8m1JbArbhSqb0u89ocDw8eGFskLHT24nt78Lqmf7sr8NduRCaVSBpazhScm7l02QsJYEQsqKxb8t/8cGOD+QdJAhu1k77jlR1eRx0ATfr/L90S/z/ZEvcljZgx8mEgEYfW76FWjU7JGQKOWFz7hKzR5pJHCqmiQe7UNRrJBIlJ4nFfTKEjiAxyq/4K+eUHgy/x3mPyfnWG9m0juAqgaizG/LXMtnThkkpmoNUornFTnAZv403My3HlyBrvgIXSAdHxERWKrgHa1/R8pagivr1GWRCQ5gOxOM5B7jcfdBbs3fQSzSyX5/CKRPxZ0hJVv5XfFOxvKPE7f6qVAHJNtyP6XmF5iu7ScW6We6tJOZ4jbaEpvojp5GPNLNhJhks9xGMtLTOJf21Nl8tOM1JNWuhoE9wJrMW4iSJF/aQzy6NJTLOooS4qGiZg+p2ApiWisj+aeYrRhJ6ZK0ljasqSAgfg3LnXxu4wQPT0Z5Jh/MhUlrGW2JUwC/UcGfHWdl32aQnQDzhNQVXL/Oc84fMLQ06jEElYjRhaZa2PNM7xelLiQWWYSUPhGjDT2USjo2hDAxtCR/zn8tlBQ51okkSNQGi0+F1f9jJEtQmSztwvVy3FO9H+nb4VylomstTOSf4/HcLKtWULMnECLAIi6PXBx0VRTrOD1QRbFw3Rm25H6ClC6dqbOJRToRaKxRL6QltgpfuvjSxXGnKFYP4/n1QNtPKGiqRXfqPJLRxWQiS0jHlmFqmSBfwWtcd0NLYGgJniv+nOb4WkAlFVuNqWUYL28PjyVCZ3wTTznbkbIWHluWVGwFFXuayzoFb0i9hSvTH+dAuUT+z1n8/RNEWiU3nerzuw3X8uGef+JD3f/AdU2Bnd6dua9z53CZPf7jTDPEKYkmujeUggQuriNS4dqnCKTtg+chyzYYGsr6RZCw5hI3TYXs8XqUjWt50r8QDDJTbwoZZQGVulwbJqpnKFYHiUU6aIqtRFUMInomFEoEVehBslSfoi2xAVPEicoYU2KYSTFIllFa6GPI30FVZhmWOxn19zBtH8AUcVQRtEp9PIa9HUxV95IVExTkGGvFeeTkMCYRHLdM1cvSltiErsao2lPUZYk9/uPE1TZqlEIBWNjuHsIkQpu1jlxpV6BqHe0jqjWjoNKnnEKUJK5wqcosOhESWge6GiNbOUhJFIgmHC7rcMLJPIgTJTyH8/ezI/crPM9mprof16tRqh6hWNnPrAG745YoVY9QqBxgqPIsewt/pOJn8aXDZHELNXscIRQU1QqxJVNBywCtISux13+Cb/15BbmhCKcrZ4SMRBnSzA1qdpavH5qTdkD6+NKl7uTJKIuIKElWGhfR5Hdw2H66Uao+PgTN8bUMVxzuHZHcV/wen3yyk7wTJPQnipo9skD8cn54foV0bBkRY1abR+VI9l5+MvaFxlXNVw4xnH8CTY2iKBqKMqt/ZGCZbdx+FCqiQr58AE2N40s7FMV0wmH9yvBBABG9la7E6VyV+ABBxXJl4/9nmWBNiVP4nzX/tEAypS1xSqMF+7r4+VwVe2sAljW6CFqfc2Njf+5ODhYfJB5dys9Wn0JsvUnvWWXee8l+OvQ1HDt5QjDRVetDvJi/lUvi7+N/1vwTX1r6dnZnXSr1oXAcBH6Cc8lyMDadUEtJ4nJP6WfoaoxYZBGqYlBxJmlJnsqS9NUYaoy6k8f1KvOYaOVwLMzhdwD+rf/t/Gbd2ehamkWpixqvZ+LrOSPxruCaJM8iHl3K29v/gZHis+ScoxSrAwGoWIlyduR6Ptj+FmbNxwHe1/oa0lY/Quh8qr+NT/R+4hXdt9kKxHzGLZz4mTzmk+F5zlbrgvO8depLnPXEQxRDL0hDS/DGxRNkrKWAQNfnjMDnV/p0rYWWxCZ+fcqHua7p0wt+KRNfSzI8t4HsPY3PSVljWfqahuXd7DHLeUnDHIg72JQYWhJVMVGEgVAirE68ljWZN6EI7S+QbRGsi72OzYVfhsmoju/bRI1WnqvfwVRxG55Xoe7k2V4o8PZHUrzg74AQSiOETt0r8N2J5/mng9/hNVuf5rmnOsGVaIuTfPasw5zVAhE1ScmbIKV0Uw09eQPyzzPkKweI6x3sLd+L6+U4W7uaqihzReQ1tKfOwVQTPFX8SZCkikBCxTJaWBa5EENLY5m9uH6FcXsny4wL2Fu+lyPZPy1IFIr1YT5/+GYOZu8INhVeCSEijDo72Zn9NRKPmNHGTHkPsUhnwGwUkYBYJDRG8k/MEQaUCKbeRLk+Tkti4wKHhOsTl9GUqfCj6fsRQg/noyg3JC6mPXX2cWPxwfz/MJZ/HCEiLElcEhrSq2RLO2gz11B3po5LyG23gOtV5nmYwtHsnxvt+URoVRZ0a47X6nP9WshaPT4CuQwTU0/xwa6/X4BlDvx6jQa0I6Kk+PyK/8eazFsIpJcCDN2L9XuImt3EIos5N/l+4pFFIXv3x4AS6rQtDH8eIcz1cowXt1KoHETXm3gi/21Gco8Si3Tw6a6rmcW91uxx0vF1XJz4AD3xsxgpPEOxepSCPUSufGBBN2VR+hJAkC/vIV8OOllThS2oaoy00YcQCroWw9Q7WJO4loHs/RzJPwQIEtE+NC1DvnyASn2I8ZpCk6nw59IPeajwLdbdNcTjv2viv+9czie2qHxvv8G6tOTGdx/k5kuGScaW4/sVtvkPU/eKjJe2kTEEU7sjSFciKy4yWw0YqYaC0AT+ZAV8iWhJhhU4HXwfpgtBK/Ul2qkvI/YbIRlZRNRoDSZLPQP4dKqBNIilNpOvDlCqDRI32hHCoFgbRkXH1FOYeoqyM0nODewzHFmlw+/Hx+OotxlF6MRF4K2nha3aCHEsESzu7X4fLdoyuqKnkpKtxEQLI8oQGhGEVBBCoVlbQrPSR5e5kdOjf0XRHsHxqzT7XUSIU5clnvaeRpcGU2KY0dJm4lZ/QDeWHmVnHIc6Lh5pP4MiFapuDhWNKEksowWkT7Nspjgd4dFJo1GqPVkEZtRRqvY4dScXGlgHYOd3tX2Em9d8BF2LszbzZtan30qbtS4QD6wdwfbLCGHQnb4QUPB9O/SrVQim+DnxWkOJM1oFXfcoew5VZ4brmz6HHhpbe36Fp/LfwvPKwcQjNBy3QCray1DtBQZyf2ZX9T72e0+EuISFiY+ixDkrFRhhu36d38/8F7dO/Seul+PWqS/x0V1folI/Xgz2pWJWdyhbfDGUhBDhxOEhhI6mpoNFMb6W1enrGng/37dpjq/hzc0fZ5N6OU94j7O5cAsQYM7ikUVhBSYY0rOJ1MsejzC51HozK/y1ocyHDK+FErb0g+8rVI9y+3ABx82hay1k4hso2aONFs0vZn7Nk95jGHpLgGdBJWmtDKt7Al1L83fdH+LOU17PGRuGQRGoi5NEzmzhb9pXoWmZY+xzCBfyIDoiEf72iv1c0TPOPdXbWChiPBsqqdDhZHaSFGiss17NRdE3UamPIqXfuKZHi09QrI3gelUMLRliEZOoaiIEEs/hvoQw2JuHD+2cwnYmOJq7r3G8udIuXgitniYKz1JzstxTvQ9di7NYOxOAeLQH283zcPG7fPXoTYGIeBhfOnJj4Jsoa7xt6438z+BNJ7lb6oIk2vcrJKK9/PuS985LYtSwyvjKq7FC6OHz6S14DupOlplqlNOUi1CUKO4Jqu4Q3Kc1ygW8+rzDXNOz8DfflLqWX619La2JjY3XAh01g0/3rOFtmQvCY5g9fh/PKy9wjgjGmEe1PhSIxXo5FMVgX/l+VoreENv6yvT8FCXKp/rbeH/nJ1GUOKnYMprja6g7ecq1I43xHI904eHxWOlHHMk/AEJrqPUXq0cZLDyOL10mCs9z0x4TJyuRFYfJmTiPT0hcv06hcgSX+oKE3dDbiEcWoQkTy2yjPXUOU+Ro9Tu4o/ATokqGqeIW+lOX8prUB3hf5z9wbewyLtAuo4f2gHnvTOL4VWp2ls25H4ayJPOfHZWVkUsXMLGldFiWvia0Sgz8OReJdWhqnIzR3xiPqWgfuhJF19LhPRF0xjfRZZ1GzGxnqrhtXjvV4pSMxK6rdIgVCGGwOn0dUvp8e+SrTOSf42QhZY0D+Xvoi5/PJcmPAApj1e0NMP78mNVIm5UlSljLGxsKKWtMFreEsj0yrEDNzQua1oTrZvH9CgIttAibS/gVoWG7Rcq1Qb41+J/HQIN8StWBOYIPHrdNDLE7N6flB1CpD1OzJ6jUR9nu3EvNyWI70xh6K7qWpGovVE9o/LZiETG6EMKgKbYSKZ0Adx8ef768j6l6YI0VPDMqfdppPOvchSvrLEtdhedXEELB0JKNZ0DXmjlVbJq90iSs5QihI3FZnryKK6Nn4EsHS2/BdqbYVbyDiNFOc3w1oAQdK+kjZQ0hdH47McJkzW8k120sY7Qa4ZapPTycv4nbpr/IPxy6jYfv6+aWXX2kjaBjNlXcTNUOukkHCy7j+ThCCd2UbB9hag1yg9JqBdW58O/4fkB0yJXw945A22zB4wTX8aR/IZCqKNXHiGgpBAo1expVjVMU0wihMV7ahu1M0JE8nW65mkWp87HMNoruGL3aqSiKjq5EA5cBRjFFnIooUXYnWamchyZMXOr0s5F+uQFV6NQohR6YZQ7LzSyTS/BwqIkyZTlFzhvElhXGxWFcr0bOGyQrB1FQOSOdZpF5OhmjnwllgKKcxBRxWumnJHJM1/cHIF4nj6U2c7p6KW3mGnLeICP+Tl50H8AR9cAn1m9jkb+ILmUNltlOQZQ4/ZH93DzyTV5JlSewSanj+yXG80832m4/n/oeT04GZul7Cnfxqb5e+v1VaGrgCZcrvYjvlxjOPRwosQuFrtQ5DcblRam/56ur/4m+zFV8rvtivnDdPoYm07x1cYQ+40w+uMKhNbaWnuT56GECEYv00prYSKCgXseTLkmzG1WxsN08+dKeBcfemgyqel3Jszg71UpP8lyypZ2Nh2JWFHEWy/OXxGwCrKrxsDUaSBucnn4fi1IX4Xo5HDcYd7o0EASK60IoVJ0s719e5ZMrdcYKm/H9EkvSV1OuDVOsHg7K6CGWqGaP8rJoAUDKOndlv8K0yNMSXcnnlvxLY5Kr2ePhMQp83+bR/NeQ0iZiZMiVdlEKza3j0aV8of/NVN3pQL5CKJyZeh+n6FeFbRSJQOGS9hpnbBgmujqKiOqIWAQRNzktUwlxanUCAHOaFZm/4ua1n+Ga9Gf4u0Wf5V9PncTOKQzkkzjuLK4lOD8hDLrSFyIQDSxpEIHO0/byHRwRg6FkRRRdjVGuT+BLG02Nkrb6SUS6iUf7QoyNfwymLLA3i+uCHbmfB7+J1mgtBeK0PlGzB0WJ4bpZpgpbSEYWsb/2EIGek4emBlR/U8tg6nPt1AUyMLL2EmbdfqMqMBul2ggXteVpjq8Jr0VQfTS0pgajbZYRd6KYZeydyDbP9XJc+cKdPFD6cchCPrHgpuvleKzwXd79qyX8YWgu8VbVJLfm7+Bv9j7GRIP1KDC0JKbewod3f4dvj9+CqXfw0UWf4YbmzzFbRQ4WpIXHPLshgKB9Got08PHVtQYD/5WFwg8OVZmueUT0Zsq1MRSh863VH8Aye8MWn0+vdipVUcPQgjZ+UN03iRhtnB1/J5piYagJBIKa7+HVBeMPeLz/OZ1fTX6ZqJqhLbGBmsxTs2eYTUwssw1NjSKlT6u+gonCFpZqrTxX+V9q9ghHsncTiywmQpzn/ed4qLqT/y3czqA3w/ntEdQQk+Z6tQUyQ7Pz69LMtfzT0n8kI5PM9w5Nx9fS5neF8htBbC39ltWxq4kQb7xuigRTpZ2Yegop6+haM4P5RzmYveMYNxp4deqjvO28A6T76pxl9bI0dQWHK4+RLe0MsVdyHjv9+PD9EgOlx/HCJLdSH0agYpk9C5JS25kI4A4EyX65Nhrqb4bHIv3Ghi+o/MlwE6uGIsiy8Tffd5ivEWo7EyyJX8S72j8TYDQXHF9l3vwuGMo9zNbcj46p+gsy8TXMMsRLlcOhaLGHQOFV1juIGu3zVBNmv03D1Juo2SNI6VGqjwKy4QK0Kf1eVMXiKwM3MlXcEbRahcFh+2lqdpbR0mYGK09jmd1kjH7arHUkrEBE2vUK3JWfY/cXKwcwtCZ0rYW92d/xvZEvUrOnUISOqiUDnVHpskm8iojRzqLURXQnzw6umayRlHGWJefm2m5aeGJKZbi+pXE+hcpe3rDjTj699xskZWsDmqMpES40b+D6Xsn6S7NIf546gOMhMlGU3iZESwp0DVw/qLrly1CuIkwdWXD+7+1UKW2q9WGmituCQSIUTC3FYOFx2uMbcb0Cpt5BUnSw33sCR1ZYrZxP3ckHWj5elXz1KI5fISFaGats52D1UVy/ylGxC1fWmXEOc1A+z6DYhxfSvtv8PjQ1SP4q0qYuS+TkMG0so+bmmCxtZ7S0Gc+vYKnNdMvV5OUYdxS2IPHJOUfxpEPFnWayvoeKKJCRbUjpE4t00BM/CwOLrAy9CYWJ41cRQmXaO8wKcRYqKg4eJZHDly67q/cwUdz8irAnQkRYlr4GLTT+FqjEo4tR1SSOm+MnY1/A8Up4XpFPHrqbZ2q/IWMtDU3FZx94BYSC71cZyT9FuXYEgKcqv+bMphJ/13EG61MV9A6DyWqEsZrKjavaeWraYiNn8OUlpxE1Wwgo6sUQMwUQmASXncnAlobj20/Xxa/i1rXn8OQFfVzbXWa6tp+EtYQPdP9zA690bNXo5ULTmmhKnNL4tz8v+dPUBHdc5HCGelrj+yv1AXaW7grdOJIowqBqj/O2XVs4WDaxzHauSX8mlA2oIYQWskHnuxK8dLIdNXsw9Xbi0cUcsB9jqPA4Xx38DlLWWJp5DWel3o+iWgjUcJcWLKBzuMHggSzXhtkyLUO/1yC53VH7E9NKQIpQ1SS2m+NNO37Lvj2tCFNDpCzkdAmZr3DehcPcesqHuDbzad7R/v/YfvFbuO/cFO84/wC/e98g//22/fSeW+Ef/7yUHxwwWBq7ODyDuSrZROlFJO4JWai2M8GefED796WD45WxvSJLk1fg+XWmSjupuTk8z8ZzCydIaDzGSlv4ztiP5l4SCrOizJbZh67GSZjdrEhdQzq+FqFEmCnv543pt6EIjXx5HzV7FM+zqTnTRENnlVnpjPlxstZgxOjkn/o/tgAz57p57h9LsUYJKlqz97/ujDXIG7NK7yeypno5z+NS9eACuYWktZKO1PnHvU/KGrdO/Se/n/nyvNdcirUhxvNPha+oGHprI5Fpii0P5JecKQaKNqe3LJTlmXUamQ3LbCdprWj823aL/PBg7BW7agRVD4WHi9/ntukvYXtFhFCYKe/ln48+QM2ZxDJaaU+eiY/PsNyJ41UQ4WK3Jn0DD515Az1GIiSnpUjGluOFUkrPD7dzgM1IaXM0+2cmS7vQiHBq9Dre0f5ZktZKcqUAYrFYruZo6Um6U+fxojcQdnkEihKlObKcM8x+LjHPYay+g1zpRbaUb+PFrMcZ8bcBImQ3z++IBP+9SVnLqoTLY5VfzLVD1SSv0l/DM+VfMVvBPiX9Ll4V+2v2Vu7nYPFBomYni1IXMlM/GCa3o6hqAstsPWHyHjG6eOtilciqKIopOL1ZclF0LY5bQggdQ2/D1FtJWv1EjJO71rheiY2pZMB4ljYSSaU+0PjNgEHfh+NmQ/FnDd+vNljDqpoM+jPHMfwDFvXs9wQbrDiFyt55zFKDxZlrGK5v4ZdT3znphlyg8ZFF/0RHKCA+++qm9Lvpy1zJKcrFzFbATaOtATeqO2M8VP4xldrggvmekN1dd3Lhv71jCA8RPtXfxrLkFcQj3axLvYGqPY0itLArFTxbtfoYhpag4k2Toj2Yl6UbYKgXPBOSZfFLOSf2NpKx5Rh6M5bZGVi6Jc6jI3U+TdYKNBF09yaru1jlr2t8+pnab0joEl1roTN5Bn/K3ch3R7/d8LmdjUJlL66XY8jdxnva/55UbDXN1krOa4uwoTmLktRRW6MBkcFQkDUPai6oaiAh4vnIbClI4BJW8L9MHKU7jhw6ed7xMqUKFUIxRc+voYeLvqllKNhDRI1O2mMbqMgcKb2HmldgQOwmbnYQDeUmdDVGvjrAqLuTjZHXcEHkDUS1Jor2CLZfolKfQFcsOuVSpPSxZQVHOChKsFuYFtNYIoMuLI64z5I0euhOnB0OYoUOv5/lRgst9NLrL0WVGh36GsZL26jaUySNHmbcQ2wt3obn11mtvgoNE4HC1srtHMrdi+2X0JUop6lXsFqci4ZCHZsywe6uak/i+TYRvZVX0qKTss4pyioujf0NQkTQtDSdkY1E9OYQUxGlOb4agcpUcTN1J0fVmWGReTp66MjQkB5ADc81mKTqzhj/tVNHEbCkKcfUs4JbBky+PHInX9kNS2IuT7p/4l8PH8Tz6/x9779weuxNaGocU++gPXUOZybfTbE6yJLYq3C9HElrJeekPsyszly27rGhf5yuy2FXwaJcHSBj9DNcCVjKErexM3y5UNUkihKnPb6Rc9QrmE08YpFuZlW9XS/P5Y/Uua/6mwWLqudVKNeGURWTWf+88eIWCo5ghXkxJVlnrLK9Ae5WFZPT0+97RccFKlL6dMY3oalRqvY0vl9pgPkP5e7mueJP8bwiEslacd4xxIX5JIc6Px77T2bmqYRX6kdDqYigiteWPJWU2cuz0ynwJfaWcfAlu38hEIbg2huG+d3XSvzkX8ZZ9f4IPVeB2avz47uXMrQ1jjvlsrNY5K7iL5n2B5gfvl9+2c3FbEJTswPtR88rcbj4MKpi0hRbiaZEqdQHAqxQpD+8pqLxP9edWTDRSmnTk76EvsxVJCOLiBhNZCsHmXIPYCgxTD2N6xX46cSNuF6RWUB1zZnGMtsxlSSqEgk3GvPtxQxOTb39hOewKHY2e3IuC72KPf5p/3/xWP5bjVc2pt/F9U2fI2r2EI8uYVn6miAZEtrxX/oXxiLzdN6UuiSQujiO3B9sHGaTUFWxGkzv7vTFrE+/FVUxmCluRVUMkkpn4GoTW84d2S/zn4O3An7DTWLWaQSCRfh7K9/Am9JvZPZ6laoH+cnYF14BBjC4rq9OvItFyfPDZ8zDdbOhoX0z4/mn6EyeBYDrV9hd+iN+WN1RFQtFaKxT+1i3dpxBO4/0a+TKe8iX97FZPsLYcJIrLznKI2etpSN1PjKsqgzmH+aAfJaC7YXzmBeIxiqHeFfr+8jQxc7srylU9hKLLCYR7cMUce6uPsC2+iDFygE0NY3rzvCryS/j4nJl6pMLSB2m3kFLYhOvTn+Giufyjm03LiDl9CTPJe/XmHXDaE2ezgQHeM75I7abIxbpwPEqjJY2U6oeCUXsA/JKvrzvhNez7syws6AhbZ/auOBnRwssTwoss52WxHpMPYXjFShWB6jZUyf8DggEnZ/PzzSqYPMxaUJEiBiZEELjh5XvQJamAZcQWkP3cP69dr3agnHh+cdXm9OxQEarWNl/nC7cfDiCUCIkdcHUPKFzkGwt/JoV/lqOKAcQQqc1eRrdsTMW/K7rzoQVwIXG9AIRkiSD1uP8Z0nKGp89/Dzjzh40NcqguwXLaCVtLQlbrm6wqQ5bwY5f5ajzfPhZOxD1PiZxPlB6gD3yac7RX0MkzE0uTryf765cyb/1XsR6zuLuws1U60PU6mM87f6xsVnss87lmUkf180xXtyCUIxGq14I47h5IKa1clWXwwfa3sC7my9AEVB1dGTJxS/ayJoXbORjOrLuBlJDTUkQAqQMKnKNL4siFrUhels4WbwsOxXpkoj2kw6xNqpiEDEy1OwsmegS2mU/eWeQ8fJ2PD9wT/ClQ7ZyAIESqC27OVyvSkkU0IRCSu0O3RWygYm3MBkVBynWgkVib/U+VMUkTjND7jYmnX3knSEct0wzPVgiTU/8LNYnb+D6zlbOa1fIi0mmxTQ1USbrD2JoCb6y/D1YIsNUcRu9yQtYEb2UQbGHgdLj1CnRFz+fZelrSGuLkPjs5Fmi6BwQOxgUOxkR++jwF6GHmmVBYvlKZBEU2i01MIYWGq5XotNfxMrIpSTUDmKRbqT0wvZfhM7kGQihMOxsWwACTVjLeUf7ZxcsWvHoUvoTJs9N+vxgTzc/fLGPn45/hTOUyzir1eLzAwfIlXazJ/u/VOrjNJlwQ1cTF8XehetX8Pw6w2JfIAdD8GAZaowWJU4i2s+16Q9yXS9IXyBrHm9ef5gzU+/jaO4B7sp+qbG7Xejzd/LwvQrgM5x7iD/lb2r4KjaZS+e9S7Ire0sDUN54VQbt5OBhbw9YtYrBV0Z+x5b8L3i6cgu2m0eGk5rtFXF4Ze1dQ28OQOKoLNHOPmanCHPij8HC/HD+plCLar6ZfJDgpONrQxyHMu+BluHvtBIxWijbE0yVd/ObwQrD9/hIW/LEL5Oc9cTd/MevljHwaBR/pMA9P23i0ZsEeD5//F03H9/3Iz72dBMPPd3Lbp45ifn8S49JRbG4KPUxYpHFSOlgO0UMrQnPr4U4OY9saXvjuwILOw9VTRAxOlmTefNx7RCAifIO8s4QE8WtVOoTuG6OXHgPF1lnB0Qav4KmJlCUOOn4OmKRTmy3iIKK61Wo2TPo2hzeQ0o7NN+eDZW+zFUINA7k/sBtMzdxbIX1WFuiT/T18JWzJ2mOrqRUPcRSuRRFCRxn/lJ/UY6phu3M/pofTwUWaQvbT2qYfKkN7JLnV8JNcARTBAtCYFcnaDaWkfMGkfiUa6PEIr24Xo3W5On0JM5GUWL0pC9tMBhXRC9FUyTLkoKEtWT+2b+is2hLnsbnN2X5VNdpBFpvyUanQFOjaGqaFnpZYpxHoRawRj3phMdi4Dgz/KlyGzc9uIJ9crY1HMiwZCsHeWysFSWmsvi0Al/se1X49zlR1wMM0m6sBQTjpW20+j3ckvs1u4t3IYROwlqOqaf4cPsbmHT2MZ5/Gle4KEqMUxJvaGCnnst/l0eqv0JTLVqTp5G0VmKZbeSrR+mNm+wXhxpz1KyQeYffT7se6Mm1p85ESo+aV6BUG6QneT7V+hRd8dPR1diCsRgYtp+4mi+EwmjFZ+fdCT5z31KeLP6Ab40/S8WexFDiLDbODkmBkZfBK3o8VfwRs8Lw898rZY1SbTj0bZYNXPX8irLrzhy3gZPSwXVz896nNvCcQkQayUmutOuErjqKYnFm8j3Megj7fon7ZkaJR3sWvM/3SzxS+TkDhUeIRbqZqexnxjnMsdXu4HeNBRX0TGJdANsInRNOS797AUHpaO4+YlorqtDJl/dRro+SqxxqONZoIoKuJQM8X32scawQbG4Cx6K59WlF7HIAnnHvZZF5Opcm/pYbT6vzqitHOa9thseqt8yJtuOiCJ2rkh8iYnTxmUXLkVKiaWlcLzdvXQBTbyEZWz6PaQyjxef4p4MDrEp6bMrYfG3sQe4dzeDXvUBaBPDLDrLsBJg404ByFaTEHy3i7R5DHhwBd97Y+78SG2ZPqFDZi+OVqTszlOujAWDVK5CrHWFY7KZcG8Xz7fB/dVTFpCNxGgCL4xeia0mSRg9H7Kd50r2HlGymyzqNuNmB59s0yx4ydLIkcQmjxQAM6rhlkn46vClDlGtjWEYLLbKZFj/QKquKMn8eLXPz8CEkPkUxjUcgZgswUhVMOvtoSqwn5w7iCJsMXfTEz0JKn4rMUpclIsTxpIPrVyhRIynayFUHsESGHc79JCLdNFsrKddeKYjf4+bhr/LnQiCKKGWNJ0o/5oD9GAOFRwIRW62jsesSKKzXLqdmz2DpLY1+eqk6wK0zP2D+RN1vnsuimOCWyS/xhYNf5L+HbkVKhx4rwtKYx97s75ideDyvwP934L/59J4v8UDx23hemenSLibKO6g7WQaKjyFEhOnidu4ufJdCZS+/nf5vPnHoUf60u48Hf9vGM4e6OCPZwvEODHIB5oTwTI4NQ29BShddawEUTD1N1GhnMP848z1dVTVJb/pSZuUqMvENITs0gqJoxI32wHfXLTRwHY6boy2xAUNvBYIJbVvupy9zb1Qss494pAvbLdIkOxhjH55XDKuGVnisc5PCLNYCJGvSs5Its9VRSS5sZYJ/HAvMdiao1kfx/DqnW3/FFZ1x9k42UZ1QiekOltHCHdOH+dXBDrxph+35CB/dNck/f30RPzkUsHzvyn6Ff9w3xXRpd6Na+spdNsDUm7hpk8up5msBie1Mhe3GEkgX99gENqya9STPpc1aR8pvIhNbzrH313YmKNVGCMzKU1yR+hi9yQvIVg5S8MdoSQbWVGsT1/KJ3k+QK+2mWDmE65XIO4MsTl2MrsXoTZx3DG5obvJamnkNt65biaJa8xLrk4cQET5/dDfnP7kv9DaVPFj+aSgS7eO/wtbjXPhoC6RnPE7Rr+Lfl36I+Q4JSzLX0GQtb1xBoNH2ak1sJCGb2JH7VVgpiHE4ezfZykFOjb2BtsSGRnssqmQoe5MoQuOyyDl8uOsjCDS25X7BG174b/5hz39Qd6MnwkwAAQAASURBVAIF/5cfA2qjKqgLi+/sbePrI7uDykp0MRlrKYpiUqlPYOoZtudvYbnawfXp99GW2IDrVRs6WwiFUnWAfzlwI4XqILFoH83xNQihsTr+aq5ffxglqVMdFdR9wXmpD9KVviDwAkbDoU7GbyVhLcNxp3km/z1SRi89yXNpT57OP/W+hQ5tNTcO/YC41s7SzOvYnb8D3y8jpEIi0t3YzAayK+PkqofpMNdTc2Zoii3nkfIB9md/3zj7y6y3YRptHGErv83eTKU+RFxpI1c9guOVUYSBLqJIfCreFKpq0BxbhUAhafVTn4efOzaE0Kh5kk9uNvj+6Jfw/SpFNxBVHy08w4HqQwjUeQmWumChXzDC/CqGfuJKi5QuStgB8/3qvPfOkkVORN4JZHAS1lI6UueQiq1ACI2ktRIpawuSlWPOqvE7U8rIvK4QtJGhTV+14N2Z+AYusN6OIgx6I2eiqxb5yqEFCdX867U+eUM4txLaH/q0WKuReGwt/ZZ6uMGZjZI7zlRxG0JoNMVWEjGaMfUUzfHVFOwhbGeCxYkLabJW0KqvWJAktqfO5JzUhxrj/8X8rfSJU/Clw4izg/6YxSdeMPnz3d3cNtASYqhnQ6VqT9EeMWiylvHRfb/ivtofFuB4Z6Nmj3ORcS3vbf8wmXjg6+55BfYW/sgzUwrv2fMnxgvP88h4FTfrgxCBzdYsNs4HmS0hZ4qIpgRKZwIlYSBSIVxp9n3p4xm+s/GySZyixIlF+ilVD2GZnSSivSFTxgn8UquHWJG8GlNPEdFSmFoSVehU3Gk8v8ahwp/x/Boz1QNEtSZSeg/7nceZqO8irrbRZC7FlCaOsJlyD9CXfBV1J4euxYhi0KedTsRoxvMrJNUuCpQZUg5QdMc4Wn6S57x7GXV3UvPzxMgQk2kcr0LdzfNfR26kUp9AQaFqT1GQwX+nZCumiFP3C4yWNiNQ6NTWYntlxpRBDBklEelisPw0caOdNnUFJWeMv8S4WxHGgiTF0JLUncAT1naLDBYepz99ZVCyt48CAZFkovAMnldAU9NsSL0lNHKfixdzt/DZvf8dgsk9KvVxhND50eh/8e4d/zPvwQxkE4Kq3+zi5yGlQzraj67FMdQEajhBeH4NgUbSWkbNy/G1IxO8+oUf8v/2jfNkcRRTP34COnaHaerH+7vVnbEQ9OqCdKnZU/jSIRFdtECqpSd5LpdEzmzsNq+Nv45z9Nfi+zV0NUa/3IASJpKFyoHw94Pko8laEQJlj8dXHR8+NWeSbGkPrlfihdyPGck9gaam+KvMR/D9KvFIFysy1zU+ETC0ggVkd/720BIn0BOamzhEKGA8m2SoNCVOCZM/j/e0vZs39WR4dtLh2Zngmi9fNsVpykXsKd3NgxMFykMqy+IOh+tPctPwj7grf3P4XR5bcz/F80rBLtvLn6SFJmaPpGFJBlCtD/M3W2qMKgMBOzj8bDy6lHR8zQI/WCAUB1XZwEZcajxd+D65yuEF9wtobDZ0LU2ruYqzWi2yzgC+tEkrXdTcHKCyPX8LNw19k6S1jN70paxKXUuhcjDQpvJsyv40ltl9XFKiKHEuiW7gd0OpE4qUzr3PalQKpayzP3sHI7lHG39vja0lFllEpT78FxNxaHhRzsVT5V/yu7HAm3g2hkvPEVUD9v5cSHy/wmThBbbnAheGgF3ro6pxmqzlDMit+NLH0luo1I8yUnqeYm0Y1yvys4mbuHnkZiQupt7KLIPb9UoN/NGxMjALwyditLAx/S4+2XUuKQP2Z3+PlC6OVyZbOYiqWDhuocEyf88yhw+vqHCGOJdKfZyaPYXtTDMn3QMtsdWsMi+hXVuNIgwm5WF+v2Mxm3+X5OP3LGFbVrAhkaGVfppjqwFo87vYWrkdRWghrs+j4k3jyjpvSl3Cg6MVzoksRddi1LwsKdnK6tS1LM9cx87aPcTUViLG/PnFQ0qfJbKf61PvQhU6u3O/ncfeV7kr+xU0NcqZyoV4XolYpJfJ+h4ECsXKISyzHZc6jjNDtnKAcm2Y8cLzaKpFoXL4hASb2TG6KHk+y5JqiL0LxpTjlXHdPL5foVofbbDAA9mh9ka17fiQDfjQ7K+kYqsBNWjJe4VwnglYtUEyEQrFCrWBT57//AQ6glH62ch67XI6E2eckACzgKnasIuTHMzescDib4/Yzf7cnQs+W6lPsEdswXGnOVJ5klRkMYrQGm3a2YgYXVyV/AgXJHoXMLx9v8JM9QCamiKiZ0jH18w7BjV0ibJRhEFMbaXfPBdNiVJ1ZhobmaHKs5SdcUaqW0KJlQB/vUisY4d9TwDbARLRfpYaLXxr+XWsUS/kB2Nf5eHSD3jvvqf58uBPaU+dTTwadId0LUPNHqXqSapujnLtCMXq0eOucRAejzp/YrhiE9Na5171Cjxc2UtK7wF8+uMRtJQCUiJdP5AWMQLHBn8oH0iO1G1EfwdifR+0pEFRAraqocFUnpPFy1fipB2I/PL/8/beYXZd1f33Z59++73TZzSjURn1LluW3Btu2IANGAOh91ATSgIkpJBASCghQOi9g22Ku417tyXZVu8ajabX28vp7x/n3KsZSS4k+b3refzAaOaee8o+e6+91rfIVK3JWYa7PqoUQZEjDFSfpGKOYntVpkt7qDgz5CuHiRnziBmdKFIUQ8tgugUkZGRJJ6MtREGniW5GpCMkvDSWU2SkvB0hJErVIXb5jzLDEFG1BVVOEvfTHHQeZrT0DMukc1GVGJJQmC9vxJBSjNi7GPP205s4n/mJc+lMbkJTE7QrK4hoLXT6fQy6O6iIAhYVCtVBliQuY9oboN1ro0c/k4TfTE6MsYLNtMfW4ngmLjae74R2JS8eQhh0J89BV9sbrQtNSdAcW0p7fB2ZyCIiWitpv53ApixCXmTRlKYGFmlF4hWURA6ggRuAkAk4i0odj3QHOIEG7kBu/KUQKqocY7Y4qxAqrXIfjhu0Kh0n29jppeMrG9XUo+7WRmXrmdz3ZzkJnHK1je88nclxPeqJR71FWqj005LcEE5AgqIzxs2F3+B7Fr5n8euZH/KM/1Bw/XIz/WIn+dqxsGJxYhc6mn+S8cI24tGFKPJcz0qBwqrMX5z04vmcl3g3q1PXoyrJMKFxQ9mUz1MnfjjMqhJKUdLxVQAhLiWYQOenLqI7eU7jWXQntjTuhRAyX1hwDd9a9VGEMLip8AB3DZs86jyIDxRyBv947xLuL/8Exy2x1fwjv961kF/1B0SJNza9jXmJLbPOu54w+I3vPzmi+vyALKC1kYj0ENGaG5/ZVfoD/fn70NSWxsTdZWygU1015xiq0kJP6jwkSefW7L8zknsY37carLHZEVj9VFCkCP3ZO/ns4c9SrB7HcyscKd6P5wXJh+8HTDVdSeJisy93M8noYlrjK+mMricmNdMb2UI6ZJjWw/PKrG+CA7kTiVdLYiPr0++Y+5zF3Od7cgtsJP9EqKX20jdhs87ilOOtir+SlzW3N6oKitKEaU+SswY43bOpW6WlYkvpi1+KJBlE9XYq9hSTxWepOtMUaoMhs3eGmjWOqmTwvRq2M00iuoRkJHCniWidSELjlZmP0xZdzWuaP8kJS7gTyZyudpCI9pHQ5/HZJR289/JDVBwa8kOWU8RxsiGLPqhsd6a2kFRtoopDSlPIxJYQ1TvJxFdxWeqjvKvzEyQiPfi47K3ew7Hq47hejbH8E3z40K+55rkn+fH4f/Dd0f+kv1RjodTJVGkPbalNjEoBjrNQPoRPYEo/U3wO0yuwO1/invxX+W3+N1ygXccy6Rz2lG9jXz6w4arZ07R6PVhOgaje20habGeKu3Jf5NbSTaxnS1hxUkMh6eC5GUqKQ/Tz5vZPkjJ6KFaOhLp/LlVrmqqbxdA78MJ5R1PSWE7ulA1qfVPUm7mcC1If4et9a7i0rRSyRIONj2XXsZ+EyXag1diW2kTNGg/FzU9NuKN6L5uN1zbkcwJ7wwCGUk96TuDZ6jI44dhqbNDrY0AghIaqNpFRetlp3oGOwmo2cnIko8t4R8fHG+/FXPN3AzFLjP1o9rZTNkCypDNR2kVLYgMxvY2x/KM4bo5ceT+zK2o1a4SHajfy0+nfnnJfq9Yob2j5AE36Ysrm2KxzcMM2csD+LjgjqOi4nonrWShhsuf7Hs36kpDoIiFJUdrj6yiILEv1izlPfzWSFKdYOcKvJz/Px/sf5qr24B3oSZ7HVZELcD2TVWzhjg2vQlVaaIuvAXx+M/XlEGYS+NTWk+DezJV0py+lK30B7amzeXfrtZQ9i7IzOefaLKr8Yf0izk/+JYsT4BY93PEaXtHBr7n4lheQGzw/+F/LCdqmYzNQrATt1LpGXOR/7NgA+B7J6AIAPC8oxdZ1mCrWNAKp0TIw7TyyFKVPOZu1ydcTVVtIa700x5aSVLqIqx0Ml7ayTDoXF5sZ5ygj3h5iZBiXBgg0rEq4bgHXq1AyRyk6Y3h+kETtKf4R085juwUGxX7KtVGq1hRD7nPMmEcQQiIpd2H7VabMg1heCUNJM2LvokXpY1IaxHKKjNv7ydtDQZKGzUo2URAlhu0dFMQknd5CHDwiJPHxyHqDoazDS8OfaEqamlcgGelhYeYqUtFFeL5DzS0QFRk836NijvJs/ufoSoZc+SCTfj+SpODjc27qAywQXRzJ/hEhadTsydN+T1fiTDbLV4Y/BXRvwglSUZqIR3pIKB3EI710pc49QXv2FTbGrsdxq4CP51bIxJeTrxylXOunVOkne5LsSD1aQrX/ufF8O8wTEeigBVWrOkDeckukon0syVxHoXKMYuVwUHXQ2oIWthxgMbO1o8xUDlNrvOR+0KoKGV1Ba7XcsM1phFD450U9dKaDREuS4kT1Xh4pfIf9pTuRhHJa+Qnfr3E0e2vjZ0kKpE50tYOzU+9DVVowtC6OZe/keO5PgIzj5BgtPdO4F75v8bmhbTwxGWBUxgtP85h9K1V7his6ctxyrIvfFZ7Gsifw/RqvSryRgwXB72a+gO/X2FYNcKaa2tZ4bj7unIT+5KiYA8RCKRrbqeC41XCCFixOXIIqxzHtcXzfRlPbOJi9ib3ZX805xsr41XR4C0lF+3gxnTXfC2QFAkJEkOAJoZCKLw/YY/Y0jlcJDbadoDWCRGtiA0vU82ijj2n7CCOV7bR57eTDCuusb2C4IvjxK47zzs5P0ZE6jxtSV3NFpnvOubluMfRjPDUECqqSDG2Tnr+ad9rPnpYlK/j2mgQva6+QisxHkqKkIwtQlBT5ctDufnXTp4gZC2cdRyVq9OD5DoeKfyIdWYAkqSHeU0OXk0S0FjyvjCTF0dXWWQb0Eh/seAOvjF0BBNUez7fQJImEaEWVJE7oVnpIUpz56cv58tJ385OVr+GeMzaxvn2KqSNRBksOklAw1GZsJ4ehdeJ6Nep+0OvZwh2jSc5/8hZ+Nv4Fpkt7qFqTlGojSAQMzGJ1kNH8k1TMAVoiy9CUwE6qVD3CROFpgiXF4ynnbibdEuuTr2c+azlTDjYLmtpCVG1BCAWBQrZ8iIfKP8bHoVg5xBPuPQyIfayNvooFqYsZKD1KMrqAxVoL6VgfZxnX8d6ujzXuraa2UaoNstV7IFyLAjH0etW4ZI5R8McYrVUZzT+NkAzichsChZjRwXR5H82RZShyHJ+AYV5PJDS1jY7UeehqBwtSF9McW8YWZQM3XT7D0kyO/zqgN5ISzytjhaLGQhj8eO3HOCP1VqJ6N+P5J2lNbqQjvh7BqZATWdb4m2UaTSHz2McJvXClWQSyF3oXBW3JsxpjLRNfSVtsDRm/jYiaQUFilImGu1Awhwg83yFrug1YQH1DDWBoLXMYntoppD6BIhsosoEupyibJ4gkutrC2an3z/n7mj1N1Tq9mPyT1j4G8w/OqfyBPEtcW8Z2y3TQxCvir6VqjTfwyZZTIGvVfZg9XpH6MBvFWQxWnuSI/Ri7eSYYoyE5UBISXx75A65boOpl2VmZRJZ0nqjdyD/t8XHcEqabb1TMZ5+PrqYRkkaPt5SfrNjAxzovZJ5YRV/c45h0mEL1GCAam7sFXh8j5Shrk0maVI+ZYxGGnolx9OkkxX0u1nELfPBND6/s4hycxtsxiDeWxx+axts3hHXPYdxnj/9v2KmBnpfayHotFKUpqNz4HpZbRFeSRNUWXM+kPbYW16uxr3YvUwxgugXGSs9huSWO5x8mWz3Kqtg1eHh00kdUbkGRdOb73Xi+Q8ZYRHfyHOpG7e3RtSiSzmJpM6nIfDoSZ7A4djGbEm8lZx5rJJemWySjLWSJdDYGcRSh06QvJiJl6JCWB5OkHyPhN9NlbCCj9tKsLmaBvwKTEmVqFESWcm2MKfMg49JxxqUhDD9OnziLjNQT9utfWhhahl7WoEoRFntLySi9NOtLuFR7OU1eO72soTm+ikCQ18T3a0yV92LaMwgEi4wUTzh/CoblafWpgurXaOkZDkkHQgyCR8D6kZHlKIpkUKwc4njuPoqVo2SrRxFCQZYMdhd/z/bSr0hFejG0LiL6PGaKuxov7ZLMtWH7JPiu+s7X0Lr4Wt+VdKbPYUHm5eF5zK0MnZrgCaJ6L55noatpIKgSbEm+k8XqubieyWD5Sfz6+QuD5ugyeqRAHLVDWUFHZC09sS2Nxap+PrKSDBXHDSJaC+pJdjW+X+P9hx5gsrQ3aGmozZhOlq7U2SQi3Q0f4BdLzi17gmxpJ6Y9zlPFHxE3unh16u0hJjCo/Pg4SJJCItrX+NxA9i5+PPavgEs6tpxz1VdQMcd5/a4BnpzwuCKyifpE5/o+iiA8nmBX4UZMe4wF8QvoTdaB4j7VWeLKp95rGUlSMbQmfFzao2vDKqzKRdFldMc3N87XsqdPaqXEWZ55Ha9q6WVjogXHqxIz5vNCcbqWru1MkS/tJ6K30pnYhCrHOZ5/EMctoippcuYxzpQuxMNnxNtDWp1P0ujh0dKP59hl1a8tpYGs+uyuTKMInbgq+NH03ZxsUSZCiYMTjNrgKEIysOzpUDz3z/NqrYt9zl5AFTnFZM3g6ZkoM+WD+J6FEDKJ0PIponXy9QtGWWZc2jgXSTLwfJtybRRFNshVjlKsHqcUyiVU7CnWyBfziszfsCnxZiJ6C4pshNZbsCTu8uaFQZW9boN44/S/syf769A/tX4vJK5Nf4gfLF/Lr4ayvOfAPXi+oPsqQTxpclGHhGnPBEm3b2HaU/h+DU1J85meV3BRh8HXRn8TKN+HlX3PK+F6Fe4tfZcfHp+mrg0pUMj4XajKXKKIJGl4XuD4sLXyWyQEZ6fa+dYVAzyw+fV8f9U7OUOcTzK6AEVJ43o1HCePIqfR1DZcz+SKyNksUJqx/IAtni8f5jdTX6ZqTXFcOkLgGV6HDkikY0sp1oY5R7myAXuoWxPWrBFGcg9zX/FbAZNTjjJtHQ7B6wqakqTsTJKJLkZXWxstUBAsil/E7es38OjZr+O2M7r5z0UX87WLjpNc4FBzFO4o/WzOGKzPmalYHxubs7SToTu6CYCak2Mge/dpcWiLtHPYVTCQ5zBTVSJ65yxXG7dhtxZ8am71ebq8D4RCVJ9HoXocReg8V7qZ6dJu7s7/Jzvzv2p8dzCH+Jh2nqJ74p2TpSggIYRBre7fGoZlTzTwjXV8cNWaxnZKDOceoGIOhM8/TsKYx9byr5j9vrlu4RQGLAQ5xeHcbZxsYxePLGgktUKoVMxx7ip8g+fsYzTFlgNSYEEnFMq1UZZnXgf43G/ezMPWLbyt9e14vsNw/hE0JcHa1BuCOc4/g/e1XRuySmXSxHE9k5jWxn6xnUSkl6niM1j2BLraEkrFdCCETNUcwvMqPJb/Jjcej/DJQ99iZ/EmvjC0g+HSVqJ6OwKZS2JvIxFdwsZMgl8cU5mpeQxVZVpX1TBthYhmk52K4dmCwoHgP3vawxx1cfMWdn+FyjMl8o+buFU/0I6LnoxJPxEvio5WlTjTpX1hSyCYzBQpihVKjtScHJ7n4Pk2plskqrfTbCzB9Er4vofrW5TMMVoTa5guHyAnxomRJumncIWN5ZaYlgqUvAkSSgd5eygs2wpsv0qu0s9OOaiwyIaOK2x21QJGTc2dCfSWQqbjmOhnxjyCJBRUKYLrO6hqBN93mWaIDhZRJoeLTZxmSiJ4YSelIabMgyyPX0VZ5Gj1umkRCSb8YHc/W9QvCIEsJ55XlFSWdCqiRMka577ad0hGF6DLCR5w7mro0dlOYMYdiS7Asqdw3UrAtvEm+MXkf72gflXw3WU6YoFVWDq2HB+PUnUo2KXLiVnVu2CCr79ks2Oi8FTIFq3bVAXDIeqHukUA+KhyEsv3sJwc7ztwM6XaIF9c9jFKLWfyT4c+P+flO3WSCnSP6rsmgNek38k/bZzkM9vb2Fkcx/Uq1JXK64lYSeRQ0SkRtDwsr4yutmLaY0S0duZFzuBg9ibqY/IS/d3sVA9wKPu7U64xuGdJLCeP51mMl4KKkOtVTpuIzI76ZFkH+3tehWxpJ78s7QL8Bu7McWZojixDFuop+kEA2dIuHjKKXJ18H/dWf8M96iD57HHqE11Kk9meKwCCmLGAv+15M/94+AvhNc6+m7PEZJUkjpMlqs9vmD7nywdpSawjGmnCCcWmAf5QeoDLjAvpl+5rSEzUd+CynKQjcQZxP8XXx/4QXrcU4nTqifpLj0DrapxybZTWxBp8v4fJ4rMBi7C0nzuqX2RR5hpK5hgT5tMIZCQ5Sjy6sHHv6td562iOh27uYWvxG3hehX/P3d84n2CzF9qO4SBQeHXTJ1nTpPL5Y9/EdqZOgLh993Sn+uLXclILSZI03rLvTiph5cHHYbJwQpn/lck3EYkdI+mnCbBOUXzfCxZF36JmOQ2sbB3/Yztldsr3ofkxInIGx6pSrg2GiyrcNuTxV8shqndTtcbZkHoTu0p/OAWr15u5jPcucXjXgd0M5O9CCI3fDFxD3zNTfGfbEr4yeieJSG+IKXUb11azRvjhyDGWSN0UqwNzsLxCaHieiaGlebrwo8Z7Go8uREGmak6G1xLF9wL8kicMVCXK1cZfMO6U+WX2Ntq2XsOmTJXXXnqUM3emePfTl/AUv2xUsnw8zo++ia327fxi+ocsil2I1Xh2tbBlnaPkTvBQdR/tqS2M55/AtMcw7QAXPOHnEULF963QY/PE+JCExhnxN/B04YTDQ0TOgEYgeCwpc+Agb2n/O777liMo8yvgeiBLLMkP4kzbqGtaePKu9CmajEKoGFonfcrZfHx7lKSisI6ljEWXoitJTgfGiejzuLall88e+xkJfR6SFA/JcC6mncO069cRtE1VpSVosfpz5y3XLWBoXfQZFzDuH2Gs/ByOkyfwb5XnjON6e992pjgqHeai1Ifol/YzWdmH4+SQJQPPd04Z+55bwcfFD4sKJydlkhRFCCnUlQ0+q6sd2G7plPWsjs2VpCgRrT1shwbQBM+z2Ky9ij08TcxYiCxplM1RktFF2JhUrGlakxtJyB2MuRbzomewjEXYmVcxXttNWu/lltKjrFOvYkafZAm9nNuucYv/Dh6t/IJBKdB5nCg+Ryx9HqY9ju2W+GzfR3l22ubmyr8BwTr+veVvZ6Qmc6Tg8/2xL4cizi45K5CnqrhTHM3egaG1YztlfBxK1NikXsPduX7m0UHFt3hocifvPjCfVLzKjpE2ljblKEzqTObjjFUiaJLHWE1nQ8sMiYhJornG0HiK+WoWtc0/QXQ4TbxgJa6O5ZKEQr1MDifA6lVzlJqVDQCdbg3LLtKkL8b1bUy3gGnn6YqfieUUiEttnBd7C+PV3YEMiDRNQrTSpiyjLBWIy21oRMnNcgYYyT2CLGkk9HkIZJqlBYzZe0kaPcT0tpDdalJ1s9S8PDpxlmkXEVNbcXwLH49Jcz+qiKIInRkxhkaECEnGnX242Di+yXh1N1VrmmPWk7jYuMJhnCwz0hgT0lCjzdcYgEJ/XqB1b+ZKSrURjllPUqwOIISEZRdJSfOQhErVmiZfPkxCn8f89KU8cfZ5/EPfp5HlKLKk0ZrcdJIO1qkRyHa4gawLdkDaqBxDkaOocnKOWOSLheeVwmT0hNenhBQyCwN8he2WiGjt+L5DsXIEzzNZHLO5pK04Bzfx/CFQ5EAXLB5ZjC4LelYXecMCj0XJl6Eqadak3wS4yJJGwRpiuLqdUWcPCjqqFCWtzg+TisBSZ4tWB88Gk/TN0//Boewfn/cMXLcMQmJl+jWBfMILKPDPPm85xM2dnXr/SR6dQSLhONmGHdFQ7j4GsncF9zAkBAGhB6ROb2QLX948w2b9WnKVo3Mmwe+PfZkH818nos+jYg7zpeHfzKqGnj4cZwYhVN7a+hZikV7ARVdbeGXsCkbzT4bszCAUofOVC4+zOfQ4hWCCTUaX0Z08h25/OXur95CvHA4q12oTbfrKkORw0l0RxqxKwFybnyDcQAXdK6GKKO9pvQJDa6NqBrg6WU4wWnmWqjWKECrzMy9DIFGqDp5yvEHpIHfkvjzrWYUJXF0bUI4hSXEMrYvLU3/F9686zt9cfpCLYm/l/ypmy6ucqMqOBczJk3B2zzmHuOR2nYcKASklkFiJNph+dTxxfUMAHtck386VkVexVGzG8c3QoUQLvXHh3trvuPTpn2I6WdqSGxj0duA4OWZXIyUpys9XruCRqQgD2bsB6EldxBUdZV53czefPvgfTBV3UbWmierdp5z3rtzP+UPu69T1N4NjxqlbfiWNHprjK4NqjFCJqi0k/XiI8wquU0gampJAkeNElGZ2eYd5pPAtpku7+fzAT/jUgSwf/OViHhxtYWMq3SBTCWGwPPkKHir/mDXqZfTEtnCk9AC5an+gxycMHGcGQ21msTiTDm8eKWleSGSSqVfBjrMTIZRGpb4lsQ5FSQUVZyGxJdXaqNB1Jjfj47JCOg/bLc1JyAyti79ZPYN2dhcirlHYbjL5gMPxxwymj0R4/Dsq/zL4BCeH79eomkPkxTQxWeUP+e9y4/S/UagcYLKwFVVpPkUkvWqO8q2JuynX+slVj5IIsY9CyEhCCRO6E64JmpKAUKuzHoFoeQcJYx7j/hFkoeL5DsloHx2pcxvXfGKsxBo/H8newh7/MXzfY3HkAtpTW0IZjVLjXgTjXw4JNiewoJIUD32mCceAGWALZyV/tltAkrTGZ4KQG+fvedVwvBsocpq2+GoSkR62OXcyXniacu0YjlsjorViO2WOFO6hYg5gOgUEEhdFbkCE43Ww9AQ1O8vF+pms4UyOiuc4ULidES/LM9Muh9iKbc9wtrYSWQ6S5WE3i6o00xxfwc8n97PNe7ZxbyrmMHsLMknFa5xrVO9lQeYq3rLQ5lPdgSh2PLKAJdFLieoB9KVJimEIlX7zcYYZY00iSUp08N87enlupI2KK7FvOsPgdAohfI5XdP5ub427RiQGCglGcknGhpOMlqP85+N9mIPuCZbqaUL4vv+8v9XUDlrjKxHIjBW347pFFCXToE0bWleQoBnzqJjjJKMLAukOcwLLniIZW0KxOgh4tCbWkQ1BpSVzjHP0VzMoDTJY3UrGWIQmooyUt2NaE42qBwSZeVD2TlAxx2mOr6BkjtIVPQMJOZAJcfO0KH1YVDGIM+UexfHNkA0qBdg8uYeCN0ZUytDsdTEiDlKwhligbaEmyhS80YZujSJFaZZ6mfKOMl0+gOsERr/1HdELh4wQMsvS13Iwf1uAGwpJBrIcbdw7WU4S0Vo5T381HYbOj8c+FxAhhPQCJIL/lyEDLksyr6bT6wk02OxJILBwMe2poOTtO/i+yz8v+TuemKxyV+6Lc46iyGk+1P1h7izsZ3/2t8G/KU0kI/PJFneDkOhKnct1ifMo2z5Pm/2sVxewsVniZ6PDHLUea5ArmqJ9xEQLQ5Wn6Y4GmI+8O4ztVVmsbGZb7nsIoWFobQGjWY6fFpQMwYRjqM04XhXHLSFJxkty36hHJr6WXPngnGMLFOZnXtZI3Jj1m3/o+wyygH8b+D5/0fwOOqMSnzv6BSJaJ7ZbDqsobqNSE7TujLAKMrc9fXopgNmvrRxeo47nmSSii3DcaqPyGRByJLZf+H4OFBK88dl/py5K25JYQ7O8kIzXyiHvCWbK+0lGF+H7LhltIVUvO8txIPiuVGwppp0PIAZCIaK1h9VWA/BOeUcEAU6uak4xP34OE9Y+hJBD9X4PTW0N7gGB+Xh93J18zQKZWKSXUvUIqtKCLGnB+2KOISSDpamX848L+jhSVvhs/7dDwdfgcy9FEPf54pLUX9OpR/lj8deUqkdO+zeSFCWqdyKERLFyKHyWNUBGkROhDqHExYn3sE9sm8OeVZQmFiYuouJnmSjtwnamw3P2AY+u9Pk4nkmXtIqD1fuomEOcql8meHfX33N75aHGsa9Mf4JLOiL8Y/8PqZpDoTxNclYFr34MmcWZa5iyDobEg/pc5zbufDK2hPnqmewp/D7UzNRIRXqD5NscC54/CrIcpy2xlnxtEN/3qJrDRPR5+Lg4bo2Y0cHnFlzHGzce4T23L+Cmma8ghMTC1GUczd4ewHeUOAIZ08mGOM4ZhFDYnHgrR/xtdEtr6HeepltZR9SPs7X4M4SQGp0RIQzwHRZlruZI9rY519mbuYy0386Yf5Dp8gG8UAQ3eM+CdeezS/6Bv/voKMR0vLEi1QMWl92U5oD7CJ/puY6+uMWrn/nWC9jD1avENrPH8eLMqxipbMd2SoH2nlNozCeynOTa9Ae4efo/wvOVw27Ii737wWbM8SqkoouoWlPYbgV8D88PyBqIABcavA8yiegiyrXR4LqFwdrUDezI/YSI3k0msqgxfiQpSlNsObqcYry0I9g0onBN5mPcXfoR50TfyFWdSb4y+icmizuIGfMoVg4hy4GVlRAa6dhysqWdjXmsXpnzvRqG3sGrkm/lQesholKGaesw+fI+NLWNmN4RkgoEizOvxMUm4Tezp/B7PK8UtjlTlGvDvLfrY2xq8thflFmecJkXsbA8iR8cEdxd/jm6msb1zEaVP5hzHZalr+WCyDLuqjzFYO5+gHB+OUZb8kzK1gQ1e5rOxCYmyrsQSKQivZynXMJPX9dPcULn6vtVpjjO3/ecxR3DDnv9w+h+hC3RBaQ0wfengs5QWp3Pcn8Vn1nt0J0usGeimbIrM15T6I7YvPfQQ7wpfRlnNgXPe3GizEA5yoSpcHZLjvUfVBGv+Y/TjrUXbKdqSoKR3MMExrkryZX2Eje6qFlGQ6snEV1E1ZpGU1LIQsXxTWy3RCK6GFWKEDM6G8dLRXqx3DIZYxEDYoDD+TvCTHwYWYqiqxmSsSUNlexEdBHz9A0U/DHOV87jTnEzAgnf95iyDqLLSXLVfjQlgas4mH6JJgKZCcspckX09ez3jwEQ9eN00U3BLzEpDRKjmbx/nIKYpNvro4de9ognaZOXMebsY8TdRUbtxY96TBSeChai2NKGHIOudqCpidO0zoI21f7sbxEovLb5b7i99Asq5gCOEyzUZyXfzs7arZSrAzwubqGQOwxIJCM9TM1S/f//N4KJbtI+SKfc0wCZBklS0DKsWaMocgrHzfGPhz4HBGxGz7caE5rj5ukvWlicqCY6zgzZUiX8+zS52jHuEHFqfp7p8kGGtAz3mmkeP2c1Vz+5jqHadpZFLyMvJpmw9pE0eqj4WUYLT9GaWIftlnmueiO62oFpj1OzJl7Q2gaCimPFLDdkUP6cBK4epySHQiJO8+n+ktumRkj6cT6z4F0oEnx/fDe+b83CjkTxvCqG2krNniTYSnlE9HlUzVGCJCuslvgnJm4hNPRQUypIoqQGRqluHq3LCUrVAQytLUzkAhzc3zynomAF4Gqh4fs1JgvbyCpH6E2cT1KaR03PowiNjLqA+d4CnvXuP+naXAwlHfpIAr5DxRwiondTs6bChHqG5vgqZsoHcN1gA1SujbE+9hq2ZX+Aj8uCzFUsS51PSSqwJ/tLYsYCavY0tlsKW2JzF0BNbcVxSw2/WtuZwqae5PoIPPZnb+QtxWYcJ9cARQuhI0naCy64zxf1RGan9xCYFza++5S/Q2FN8noOVR8MxEuFFn5nQBqoV9SWZF7NjdeMcfDYBs57YvecMdhfuB9ZMtDVFK5XQ1fTqHKMQuVgYKnmO3QlVuF6JqcXoPX53si/Nu6ZJMVZlozwpZG7gyQ3JKNFtOY5FeC25Gb+dt7l/MWqAR7pv5brtwcLRaBnFyVu9FCsDtCurWLU2cNlifdxT/6rOK5DzvfCTsM0IIgaPWhKgtH80wHz2/cw9A4cr4quplDkCCm1m01NBeJLZd6yz+Vx92yGcw8wXttNa/IMZiqHsJ0SjlskEV3U8Al+ReqDPOs/w2R+O2Vjgq7IBnZlf4mhtYeLtBVuVnxkyaA3eSEFNzC7rycQAsF61nNL/qv4volARtfaqFklfBw0tY222Bo+cOZRRHMrUzdO8dDRbmThs1CTOVLTsDzB1pm6g4z8PM/i1DY8QH/+TyG73T3lY7JkUHadxvHWpN/IwfKfTmH8n0juTxzAdktE9Xayxd0kY0sw7Rwxo7NBjsmW9jccLISQKVUHGufn+yYHq0HFvmoOEdc7G5Xn3uSFHMne0pjz0/HVNKkLWZ3RyXqvZ4d7P88NeVh2Ed/3GmLtnlcjEV1CuRZ4XtcrupKI8qF57+Gboz+hYg5guxXurd3JVHEHhtbeKF5Y9sQsxw2fafsIVXOKAWemMS5lScN2ykiSQdXxuXZdP0azhxyT+OVtC/n7gcdxfZtMZBFpMY9p7xibUtcwJAUasivoYxd7WJuBB6tJhGTgezVqdmBvVjSHieudvCb1F/x65rt4nsVXl3+Ie0dtjngj3Le9l+1ZnQO1n3GhcT1DVYkVaY39WYnlcg+bW3wmTcEq+SK2pJvYn6/xqH0rP+t/LVd1aZy/fJDth7r4VT+8d4nLP/Vcyr4CzI9VuWU4wRltVVasGOfx53qoOgr+eOE0lJggXrCd6vl28ADwyVcO4+Py/rZX843lgZ1Ub+YyStVBmmJLSBhdpOUezpIvJx3ro2yONtirEJAPHM9EkXQc3yTpZ9DVpgCQLBQ838J08pRqw0T0TiQpguNWKfqTnCWdw9+vzdGrnUWT3Et7bC01K4smxRs+hC524JcqSqTlYDJ5xLmXGiUMP8YIB4gJjYhvIKNiUaHbOAMFnefM28mJIjUnx/Ha0yyRzmaxspmk30pEzgSTOc4cPS3bLVGznl8MMnhjJFY3Kbwi8RekYitYnnkdmfhyNqdaMe0ZfFwKlYOAS1vyTBJyx5yXX5HToV7Qizsj/F9FrrSbHc49AA2vPlWK0BxdRsxYEFooQb2N6biFkxZInz/MfCFkd544b0MLlK2DqpPH8eJjjOQeDoVn80wWd/CLw0HCr8oxRry9TJuHWKyeiyxURgtb8bwKE/mtyJJGU2wZzbGlSFKMM5NvJ2n0sCxyOV1z/P1ODn+Wp+afF9nSTuanL28wuyBgnc62wBIoaGobG9PvYn/1TzyY/y8+N/ATPnngCxzO3RFWqgJSSh3vVLMn8T0LVWnh8uSHQz/BYOFJx5ZzVvKdoWRC/T62UbPGcer4FN9FkuL0ZV5JzJiHoQebGF1toWaOzXk29+X/k4eqv8THR2q0wX1koVH2pjmWf4C41okupzhauJcnajcjIXEyM25uZQ50tZWUsYBkdCGOW+Pa9Ed4a9NVXJF4X+NvbGearfnvU/ecPZa9mx3VP5LzRxBCJ2X0hK2YQAtLCJ3FmVed+Lw9g+97ocvAifM5YUkUsJbrUih1y6igQvPSpIGCvzcaCU+9lThVfIYHCt/C0DoJ6lJz974+Dlc39fK1ZW8OOgm+G1YiDHzfa7SSjhbu5WfbF7M9m2wwBYUwAjtDIeF6NQwlFZIHPCrmOKsyb2Rp4gpct8DOwm9fUMZndtIbMzqJKSAJlUBT0sHzSqE8xQkR4FfELuNDNxxlZCrFVw7PMlWHoC2qNuH7NcatPbi+Q1wJmLaBD/Q0upoK5glkTDtLrrwf3681pDEkoeK4FUqVfsq1UdJ+OzVHxnc8DpYC1ndX+gL69Asp1AaRhQZCIhNfxRLtQt7b8S5uOfMjjHl5RopPI8lRyrXj2NQwtHYsJ0fVHCYTXdwA3iMkqn6WycI26q07SYojK0kesm9rtLSFZMwReV0Ru4rfr12FkXFw9k7wxLEu3n3gVv5i18950nk28JOt+PxmZjeeV2Vj+u2hwOsLz8/1lrHvWVyZ/uhpCElB4nJX7ishrszguL0N9zSJYL06Ww9NbUOStECjVWujVBtGleON9dHznYbbEtAgpsw+Yr2V3JrcRKvcx/zk+QFz1RnA0DpZkXgFAGfIl7OGVXxn8hZSwuBs5Upypd0hUabWGDuSZIQ2hmVmis81WsKeV+G2/H6ujL0RAFloTBWfJWbMpyO2nvq7FWjcpam/555nsyL2cpalr0WS4qxPvpF3t7+DdZFXMT9xLp/bMkRijYq+Jo1QBVHZY7y0gzVsZpW/ieO1p5koPEsVi4gfw6TENv8pHN/ksnkTFLwxupPncEPr3yKQMNRmauYYjmfypBUkwOnoInZkQRaCg9X7+K+DFj+eepJz9FezJmMwWfM5WnDo8Lp4xtvDTweKfG/iWWRkfp1/hLuK36ZiTtJfqvL4lM7MZJwlzVku6lQouzITpkS7AQPlCGc3Wwzkk4wPJPnSfo+bBhN4xefvAL5gJU6Wgl2s79VC8OExfjrzGB/Wzg0wCLkHkeUopVDPZdLaxRE8YsY8epMXMmP3Y9o5FDkSuBTIbRSdMbK1IyyPBTYnNaGgykm645up+lkyoodWr5W9+hOUzDGmyvvYGY/zmmd1SkxgkML0SnTGNwbm6FKEmpNjvLqbPuMCcozj+jayUNGlACR/3H2GNmUZU14RFTUQePQrpGhFEjJRrQXd1xEi8CltFgmOimO0eZ2ofi/HT5Pret6pYM3ZIUlRzku8mz9N5Hi68ms832HE93A9i++OfR/Pq6LIKXw8XLfAZHEHRW2uandH4gzm+Ut5Vp2e4wX4/zoWqGexSxoMKNXIWG6JqNxMxRwmHllAzZoOqwviBdrLctjeq4NgSzRHlqFKET7UcQ0/mtrGYOFRBBI9sS3k3WE+d+y7pKMLaVWXMmkfJKq2cMh6CNe1Ap0vOYnrljGUNIowwiTGwRY2k4UdTHhbSUQXk4mvJRsSD/63UceweF6FhGhlRjqCEHpjIZhtgbUycwNJL81rOpv4/FCGijkwi1AiqDtcKPIJ9e36/VkXv45LO6LcWwqsu+qV7HFpYI4lWM2aQpIiZGJLKFQHSRhd5KvHOZK/B11Ns8l4DaPSIB4epjWBoXXhuJWGf+kbmt7BPbXHyJvHKVXLgIvjVaiF1aKZysHAT1aKUrOnSUd6keXYrGQwsBlLKl2s8NfyjP8QU4VnmakEC4vr1bij9BPsfIkX0m+T5RiWk2M49wAgGMk9gqF1Etc7yFeP43oVon4SVWkJ35EKvm/iOEG7OfCVbAlJA8EO/kQLE1yn0GhxPl8L9PTPW6M5to7J4rMBmy31CmxMDuduw3Erz9ua9YGVyRKSHKU5toJCbTCEhviNypfrFvjkkR81REwhkCNqjayk5uWZLD5LzcmHrTAHhMRx82kUKYKmtmGomTkaYS8UNSvLxoxFwb6YbzTG6InWcr1V+sfSHXz8sbP44ZE0T+b/bc4xZEljqrQHWU4yT1tPmSzbvR30RDZxdftyHsiPMOLvp01fydHcnWHiLIUVZAlJKOhqioyxiOnqAXQ1zTq9h18OCNofj7MiYXJ753K6WgrYtssb738dT9d+jyYnuG39paxZNkZk2QBe3uZ4dTEMvoGsNEnZn8bySzheDc8zkaQYE4VnT7QmQ+bh7DFXl5epi7YG/3Zi/l6ceRWf7esgrudRMhI3/bGXn/bbVM0pXN9iorKHK2NvpOr4HMnfgxA6NibF2hBNiXWhA8HcmNOlCDcV29z7SMdXzrK5mx0uMWMeperAiUr3rDgxvk9sJDzfIaa3B0xpPyDNRLRWomoLNTdHrrSP08manBwtiY10SMvZX7wz1LeTmCnuImbM543tC/l0TuGh0g8BiOrt3FH8Cv7zzK+KFMX1alyR+hh/Kn5zzqb5cOEezm79IPHIYsq1QSL6PMq1fsq1Y4BPT/oS5vvLeazwbYLORDeFygF2hu158Gj102zPzxDDQPcWkWwfR0Ri4Pl4ZY97RmUiWjN/yn+FiD6PtuhqytUBnsh/G3Abm6rrM+/l2wdkSta9xLQ2djpHcb1KA+ri+TYLvQUcBFzf4fbKQ2wS53C2cT0FUWKktI2cNkA2ewGb4x04vk+PEUOt9XFf8Vt4XpV+cUKGxkXmCftWLtFvwHYlOhcVeO/GI/zutgU8OlGmVTO4e7xMpxpj1LYZlaZYIzfzjsVTyBueXyngBZO4QEcMdK0NRTaQpAjDuYf4nD2CqmRwnByKZOC4VWRJJxldENrwBIQCWdLR1TSl6hCuYmFJRWrWNE2xZaxIJDhcCh6Qj0fVz9JML/+yeB4bOib56BOXcHvtJ2SifQFTDokOlpL04uxnG57v4OFSrA3THltLhCSaF9C0HczA3cEdISKnmC9vJOIZePiYmCT9VjzhoXkGRTFDRu7F8RwMOU3FmyTvV8j4rWTFDK1+C5qSDnfAfw5TT8LE4qi/rdGaNMP2mCJHEEKlKbaMbOVIgMQIQbGzYyh3P0M8+JJewv9pKEpTUBXwPXxcdLWdHbmfoyhB+6NU6admaxhKGkky5iyIgbBm8rTU8dkmzUCjpbRZfhnX907y1ORqjrl3I4RMzE9TlqaQJR1DSiGF2oM1JxcaYKcQQkFXEpTDqkpUZMi5g6hKkoPV+4jqnZRrw0TVVtrFYvLS0RdMsv+ckCSD1sQ69mR/ga52hK2iOLYzhRAaK9KvYW/21+zN3YgQGk8dOLFonAi/gZFy3GLITAxYwYnoEr60MsGm9Qf52tgmhnIPUjZHadGXBkLTs+6j75v4vknJHMWyp8j7Do5bCIlGJbZyc/h3HnUPQNerVy0KHK9WWMxajupS4K0b7tJ1OYWjVzHtPDlrgNbYKuKimQnnIKocD6tkQeKaK+2hK7OGLS1RnptUiEV60ZQE1VDd33alORXAOj5ICJWoPg9Z0rCcIqY9g6I0kY4swPEtzlevZi/7yfqH8T2Liig0rm12BBjNmTCBq3sk+uhqEzVrJGzfOCQiveHE/9IjE+1jpnKIwEqshZvOSPP3z6Q55P8Ox33+3fAz0xU6jEQA9SjtwvOqSFIMQ03jeU6jgjb3HRfMj5/DtBO0oWa/X5YdJODFymFkOYHnVrDs6bAN//yV5HolynamueG5b4bSKkEkon2Ua8P43glXl+nSXu4avho4wVqstwmr5jCynGBl4lUUmQ424MXdpOMriavLOWw9QtkcpWrMw/ftwCJPGKSji1ginU2blGCr/ziyULHdCjGtjc2tguGKYLgYZ/PiERIrQGgSXtmm+eEIN2TezOt7TY6XVWp757GJYfr7m2jTHRRkCt4YlleiWVnE5/s+iA8cKfjcWPgjtlumVD2CaY8xWgjIWnPna29WFexEK1SWk3ylbzk5SyGTqlAZhNuGBNvc+8hE+6g605h2ngm3TLNI4XuBufyu3M8AGcspnvJd8chiOo11vCq1mu9O/IZC5QCG1sV8eSMSgh3KyKx5c7Ywbpb3z/tbninOsMu6K2zhhzoBIWtYIIOQwPfQ5AS2UwneEd9DkmIIITUKK8EHJPAD+0BVjuF6JvnyfursaUloJJV5DNk75pyTQKZcO873Jp4FIYX6ewqWE31BjGl9rD9q3hzIuihNDeiAEApJTeKG9Bv44diXcD2LeGRxY9wfz93HoHiYntRFjJd30h5dy8AsEWBD66I3FuGx6iiqr3N5ppvCeB6rYBJfUEGKSbxxQY29ey/ncDLNGdJFHGeIt3Z8MpR7gnNjb2JMGmGHc4yR6V04bpWJwrOM+0+Tjq8gX9qPqrYxT1vPU/ZdgOAs+XKWJ6PsyBd4S2+Mrx3P86aW93Ntt8PvBhWeKc5wUXMzBcsnIkdp8pYzVazrhgZjI6J3UqwOkFE9WjJlhAY4PstSRV47P8V/DO2ixARHnSgf6DiXyzs81r9uErFsHhj/Q7HfhDEPVY5iOTmK1cFAeFBIvLnptbyn4y9DsGqF9thaYnobvu8yP3EumpJAlWNUzSnWyy8jHukmYXQRUZtoT2xAkXRuLT3OaHErutoRUHWdGSb8w5ieYN7LPH7wigHmxTbRwypSfitFf5KimGEfT2FISVQRoexMkjR6GC4+jYSMLWxyziBd/lKifpKY3MqUfZikHychIjg4DPjPkWecKgWaSGAQJ+lniGBgugU69DV0KAlGpX6ifpwxaQy7sSDNTeBme7WdHJ5XYmftVkrmKK3JM4hHF7I8dgWe79AeWU1E6+QtTVeQiryQFtcJDbL/VyGQ0JSm0MJHCun6Mr7vUKr0o2ttGGor+eoAorHLDs/Ot7Cd0ws4ni4q7jR3F7/Ltdsnub8SJIq62kJFFLC9Kh3RtUzXDrFO7iMiZ/B8h0D5PI8qx5AlDUmK4Homo7UdJOQObl7/djQ1gaGkUOQ4rm8yzRCbE29tKKD/b8LzKjjODOP5JwGBaY+RjiykObac4OWU8HAD0L3REwg7z0oegzEy20Q9aEMrchRDa0cIgy8tvoGeVJHhI0kmywE721CbEUgM5h+ecz4XpT7Cksx1VM0hfBwct4Sm1PFfwXdYTgE3XLwtJyD31J0u7st/hRY5yp0bl3F904fJVY5SqA0xFe78M9HFaHKcpGgj6w1SrA6hKjFaEmtmnYXPkPkMf5waolAbZJ12FY5bpS26OsAondTyTMWWYmidaEoTrZEVRNVW0pFF+L6NrqSoWNM4bpXHnLuRUVHlOLIcp+COnLbS2xU7A1kyAuV2JUXMWEA8srhB5JAlg6jeSYu29JTPvnDIeHihNEOAOfzq3hZ2+Htf8FMdqfP4yyUK57TkiRmdjdau79Uw7RksJ3cSGzRg4Apk+gv3s0jehOUUG9CTegQJqh8kxEJCiBNt+OcLHwd8DyHUwA9YMgISiJykWDnaWAzr56MqSUargvkxQWvyTE48t6By3BRbRk2UGcjdT7k2FghxKx18b+pBVqiXENM7w6qRj+sW8XyHi7Ur+d6ZPh9e7vC+1ovI+F0sTFyEJsfZl4eqC1s2DRPrdpF7U4ioghRT+PoFI3zjtYeZFy/z8f4neMUzN3LG70wu3/4M3z5sssO6k7H8o5RrYxzO3ca/Df2BL43cyZ5ylou1q/n8ojfymuZPkYwuY2nqGnozV8xK2nwSkd7GZnJ2SzIZWUB3tMLZHZM0rQ59p32fsjXBRPE5yuY4rmdRERVypsuizNWz7pNLqXo0lBfpCivEXVxsvJYWr5O3LpriNcnrAUHNGmdn8Sa25X4YsosD4d3ezBVoaistiQ3Iksav8rcyJY3yzwveSHtqtmtLoCEpywHGzMcJ1BmsgM2ciC4O1QYs4iEWcWXmdXyo55PEjIVElCZWSxeyRrmMuhiypqR5U+sHSfqtJ1UH/ca68/L4eqJ6YF8ly/GXTLwr1/qJaK2siF/dwNnZzhT/dfyz/Gj8K/i+iSJFqNnZcEwaxCMLEEJhgb8CSVKw/Srx6MKGpaJpT7GjPIWPx3H3GWwPHhro4ubdC7BmgvV5w6JRdFTekL6KrF+i4E8wUQvmkd7MleREgRavg26vk3OUK/nsonfRmlhHRx2KIyReFnsb/7xoQUMj95B0gLzlsTqZ4McDJZarnRyrltiZ19hpjjAo9vPN8RspOz5HymUc3yITX8vK9PUhHEYOyUUSPz9epFA0UFIy1ozPrmySLw3t5WjuTl6fuoyfr1zHJ959nA1/nw4suFwX78lTZavq8YJJXLZ8CM9z8H0npDtb+L7N5maPhYng4zGjk6nqAbKVIxSrA1S8LL7vYTlFJEmhTBVFaDRLC6jaM6HRvImEjOfVUOQIzX43MaWVFmkRi+Jldv8xxm3PLaDkTbDfvp8Rfz+qiDDtHEUVUWpegbI3HTJJdRTJoMebR8SPIAuVcdFPUUyz3F+FLifx8JkgyyB7WC62MFU9gEGcQWmYUXsPFVFiQDpAu7qciyIr+JcNOfL2EENiP3uzv50jQnoiRKhWfipGph6+79EeXRsOvjwqGoaWwfFNavYk/zn41ZDIIJ/WOeD/dQih4Tg5dDVF0ughFVtKRyowI782/QFe3fyJwEPOHKZmjeP5TgNUP+sqX/L3BVI0OQ5mb6JmjQYga7fEYOVJak6OmJ+m3VjNQ/bDtLOYJn0xMaOHpsQ6avYknu/wrVUfbXioDpWe4hsHXTzPRpPjgS+j3BVgLonQEz+bF3MdeNF7FOKjJCmCLCeQpCjT5X3kwh2y79c4VLgrJBh4lMMdsDRLIFsINVhYQ7zHG1v/jqboUuwQN/Tj41k+s62Njz2dwfUCbEmlNshYdeecqksmvpazm5NU/CyK0oSmtuH7JlfG30Y6HmwMVDmG73tE9VYkKc458beiykmq5iiG2oqiNHHMm6TmKPzw9Ue5MP4ONCWBLOnU7Cx115MmL0jcATzPoVleOGecFyoHeC73I9qiq0mJKBVrkuO5B4loLSSMLhQlFdw9OU3FnGBD5DqEkDiWvQPTLdAsBW1aRTZCtiVkS3vJugO8LvMOPH+u/trsOJZ/gIjeGuIxA2eKJn0xa5OvQ1VacL0KrmcyZR1Ekp5fJHNuyCSjfeTKB4noAfbNx+G7I//CkVOka05YzQkUPtF1MecvGWLt+VOcq1075y89r4IcSowoShOq0kJv5gpSseUIKZAR2Zb7PrKkzWmbB3Gi/ez7LnX7sxeLeiK3Mf1Ofrzm/Zwd+wtWJ64LK/oymtrGL9Z/nA/P/wyKFOEX2UcYrgQbOlXJhM8ukO2oWFP0Fx9EkeMYWoaW6AomKrupOjmKUo5iNdD30tWOEEMrkXNMOtsKPDoV5UC+znCV6PM38PJOk7ctngYJpGiw/AhZQu5roWWdQ35Y55pnjmG6eWJ6G4eyv2M8/ySPVX/Nudp16GoHihxof+Yrh5ksbOWx/Df4Y/6/+fLIVq7oktGVJBfHlvHy2CaEpNGbuZJ4ZHFoZVWXpzkxb71Mv4ZVW6ZYeHENuT3KtoNdPGg/gCrHiGityELDdqbZV72Ldc0KxwoPhM8mmK8lKUZzfDVt0dXEjHm8t+NdjHk53t2b5iPbdZ4wD3Ju6gNE9e7QWeTExrxqjSKjck70jZyrXE5c7yCj9DJpH6S/BBOF7bPGXPh0w0RUlpOBCkR0MRGttfEsquYwE4WnsOzA0/TO4m4U2eA85RLOSKd4pvbHxvfXrBGeq43Q7jfNeb8b1nzpc7mztJNy7Vg4F871Z32xqFnTvKp54RyCIwjiRg/r029neeQy0pEFLM68KiCtOWXAY1vtD1TNYYZzDxBVW7DsKQytiwuT7+ep/HfR/AiWU2RvrsIv+h1+frzIvn3tfO03i9hzrI2vbHDpS/gMsIuh3IPckfsiZ6bfzRZ5I81+mqfKv+TBys+5u/hdHhwLrCDHC9t4ZexalqRfyQRZns2qzJQPAD7t3ny21wZ4pHiclfEkSVVCRuKXU/uJ+BHy1nGK1UHKtseiWEAoaVWXcnV6MesT11Mnqp2XeDcVUeFYLsXf/ngxm38r+Oujt7OcJZybfB///oZDnP9+G6krgII59+/nK38laPvn5573Hr/gUxBCwQ1tjTzfQpIMBDJ/eeDXdBkbAI9SbRjfd9DVJnSjCx8XyynSFdlAf+F++r2tgceaE2A5pkq7SUTmE5WbAYly7ThjxkEUDMpk+dsdbTxZ+yOOVw0sYYSGZRdxvAoRrRVDTlJzc6TV+VSZRsFgfuwcnrLvwvVM2vSVlLwJ5rGKMaaRhUqBIjVRQiPKhBhlZeRybN8iJ8ZJql3k/TG6/KX4wmNbZZQv7+kIHmrxWYIX7pQ7E4KcYfaO5eQw7Skc36RQG0QgkRcB0aPojIXtlkiQAipp1sWvY2810MB5sZbJ/1VIkkEm2kdSmcfx4mO4boUC/UT1TvZ4R8h5IdZIMvC9Mp5XwvE0DK2LpNHTENI9fcxuLwS7+mLlaIN+LkkR2vSVlNV2FKGjCB2TKhm/DVlSyTFO2ZkgojYxXdqHJDSa9MVc2TvK0dIV3JTbwZHsLdyd/1KwMGpnIcVUhstb0ZQEh/QDpP32OaynPzcECiJUoMf38Kh7FAZg+Ux8LcXq8UB6RXgsMy5F93WeKv6kcQzft4jo3biehSrHKNeO87jzLIaUbOjzPVn4AU9LGrJk4Li5wP9UyVCpDc45n6jSzIPT0wznHwj/RUaSIjxk30bFnMBxK+ik8bwyxeogUb2dRZEEj5dqCASGlqFaGueZ3Pf5+x0f52/sbpoUjUpxFEWOE9Va6RBLGfeOsLXyFK5vsTb+anYWb2KQrbPabY2ro+bl2SG2kokuZqrw7KzdfPD8HTcHLjyR/28UpSloEVaPc9yrkoouAiAZDYhQmtLEZGEb90tJFDnaEHutP4sT2lIlStXBBjnDsqdQRQTd0xt4lppVwQndAF5KKHKChNaFriTRpDjTvhdi2k73btexVoJzUu+j03BJbVZxhmvYs0SF659NGN0Uq8fZEL+BGBGeMe/E9U54Xs5PX8Zg/sGTMIQntwJfmlhxXSrDx2d3+RY+eWwNY6XtzE+ez8vTH+Xl3TqfH3qUiivRogeWTxVnmtuKO9goXcA93h5kySBw+lBYYlzMnlJgfL5BuYL5epybqoexnCL7yjejKmkiWjPd2kaK/iQFJ7DoevkdCfLSfobNZ3FdC9stcxSPo+UPsLJ1mpmjERLNNSIihzwvDhEd3/Z54/0ZBgq/Ykn6lRwr1avQPjVrhK36vciSTrnWTzyymJjW1iDZuG6BgexdvC//KJ5X5nvlQ8G65ZkEwt5mWKkV4Xx2YmwtTCoIRSD3teANZTlQjLCec3nM/z0RNUMVkKX5LI1cSkzxMdRmym6B9tQWirURZFnjA+3XkNZ8bhtezYzp8i/LkxyvCDq0KO+fv4gHJ1TgFVQjNeZLLTxs30W2uJvO1Bbe3LyBgZLHTye+SlRvJ1c5yvrE9fw6F0iu4HsYWjOKHAlleQJ5oO7kORzP3ovlFMPNmz1n3IFLxRzgkDlAPLKYu8q/xCvZDdJPfcRURIG++Dz+VNQarfZgLqoxmn+S5vhqZDnB65s/xLRlnSIrdcoYFEZYKa/QlTiLLx7/Ls2xpRTEERQ5SU/ibF4eX8/2wgzbyr/B9SpkxWFct0hdrHm2OP1E4Vl8HGrWOE+L3yPLMW5o72br5Ou4p/pbLo+8jodrd/DlvddzZ+W3/AOvo2ALvj72B7KlnShyGlWJc8zdzt7qNJaTR5GjLIleioqO7bu8KvYybhMqBdvhaOFeNsffhNSoqchURAkJiQFnOx2lVp50bmeNchlHivdzbuxNnK9dx53Vr/LHwvdJRXpxPZNDuVv4WvlxTGsCSYrz+uaP8PFVBX490Mlf7t/bEHIXKKxZ9Eo+ddkA6qoWqFrM3FfmB8+l+eLwPqaKv+SFiiUvmMS5Xi3084tRN7tGKJSqRzgY9rDrYo+2U8JQm6jYU+hqKqiaKXFc3yEmtVFwR4hrnVTMUYq1IbKlPbQmN+L7LnHRxpi5C893KCljVK1RFDlJS3wVtlcNwJtKK6qIICGTdwaJqRla1HmMcZRRcweGkqZJXYiKTkTKcNh8hBZ9KbZboSBPEiHJStax038KT3jE/TQ6cTJeK/udB5nQdIrOGDUry3OFSUB6XkyVomQa+lT1RX1d+k3syP10zs1WlTQSMu2xtYyWnsHDJaF1IZDwYstZrJ7LQfMBLKfIMXc7VSsw2P3/I4EDEQgoelWy9kADFKuprZRrx9hf62/8Zf0+qEoLy+NX0W8+zlRpV0Nd/ORYk34zy+Uebpr5UqMdloj0Ytp5PtbzHv6t/wt4XoWRynYMtYm0upwRcwcJrYskGcbMXXTp64gpQTu0orWiKQlmzCNc8ViaafdOspUjAbNZ0nDcAgPW09TsLLZT4JzIDez3tzPsT9EeW8uI99IqGCdHUNGQ5ugDpmLLQwkcn1cnXsmD6q5QOqDCM7nvI1BYkbmeg4U7aUpsxHLL1OxsQzRbkiIMF58GAvax4+bwfRvPdfD9wPtSlkLSBm5DVwlgOPcAwzww6wxdfM8iV9rNpamPUsFke+VGAiHZEqVqiZ/U/qOBdyzXxlidup6jtUe5O/8lHtzWgaFl6EieScEcxnFrHDEfZb5xFnJMxfYqlEQOQ2vG8xy605cwUnhqzjMPKgUS12X+mr2ZhSxhITFF4TeT/35KAuQ6BVAC5mREaSYpdXCs9DAxvYOI1hok7G6Jqco+7LDdFETg6FCXkIAAQ+q6NqnYUorVQY7m7mYy0ssJpxEZXUk1hJhPDlVpCaEAPiCTiMxHRkUSCpPlPYGG12kSuEDWpo43kriwuYnuSOgs4IFxSiImhdqEeSQkJqVJNDmGrnXRGlnBRGUPKdrJRxdjOUWqZoVFmVfwjtYNfObQF16CLuXcqIPNFSWFZU+Ggs+Co9nbyMYHeJN6DT4uH9j3fSBIgAFy7GV1ZgVA6AgQ6PbtLv0BRTKI6m1st29nj59GCClU2JfxfY+PdF5Pf9HF9RZwl3s7T7v3kCvtRQ/lZmQ52tBj+8bIAWx/GetSFToqFfp6C4iuJlBkHrh3Hs86t5GKLeVQ9g8glPB+TyIQzBSfoyN1HpaTp1Q9iued/HzqVfdg87Ax/S6O2I8xkL0HWUmGHtFrcLzqHGmogaKDPe0hdo3jWx6tuoONS7dxBjlvhN7IMv5zaTeq5FF0LK5NvpFhvYyJTVv0QuKqzOamGpLw6V2iAS7nnzFIZUpl2/QC9hRkFsZ9XD/DRNVhl3eIHnkdZ6Uvoydq8OPpp9GJ05HcyD/1XMDHj9zIAetBXhl/HVf3+fy032aYMbZEF3BUvpz7QyHpocLjqGoTvdFzOF55ipMxeRVzvPGulmvD6GoTZli5my3h0ep1MFpxGpuK2dU+TWliobSJ81KXszgpc8vIH4KRL8XpSZ3H8dyDYfI4e5PhcUXiPdyR/yrHc4HSwXixAkhkoouZqO3l184w2cphPM8K/LFLu4BgzTyZxHdC2ilISt/e8fdoks8jzr0IIbHNC6qVN858DVkyuH/U5Bn/cV4ReyV3CIWkMo8mv4PzU53cm+9n3DuIJsW5PLWQ53Il5kUi3FJ+gFaxkHG3iOdb6KiMVjy80IryqPU4V8deF+gLijzz1TN5vPBDPK/Mg/n/4rLUR1mduoFx7yApeR6Hwi5CS3QF17S+k5d12KzMzLBrJk3F8TlaPCHdtCJzPZ847zCRZQbjvy/yoz29fG7gJ1TMn/NS4oUlRkJwtirH8X07uJmNLF5GkuKh7lABz3cazJ8V0nlE5AwxrQ3bLVNxp9HlJIrQA5kAyUCRE0yX9mB71dB1IMBW5avHiUd6cb0K06V9qFIETYpRdiYpu5NYfoWU0cPRykOY1GimG4FETG5FI0Kz14bjmxQrRyg4wwgRYJZqlMj7FWKiBRWdaTHElHOYpUYTLdpSys4EM8VdDbeD50/gAiJAzRxryCUA5MWpAqWeZzFe3sl0LZgwMn4bZWeSZgLfzgmCRMlxS0wVn8H3TS5Lfewkdev/VyFhO2VqVpZC9RieW0GRU3TFz5yj0i9QGtZSmpLggvgCKuYonmfOMUg+ETLL5R5++NqjrE7dEBxDqCGQfZyvDv8kfOkFnheMmSPF+0M9rF0cdp7A8x0mnIPk7aGgdWMFC1+peowjxftDq7cakhxFkeNoShMZfSGGmkGWDDZmEowXn6NkjrHcWx22KP9nkYwupjO1JcQQySxWz0VVMqRiK/jh2H8wUtnOW9pOyAb4OByrPI7jFslVj1EKq2mOW6VsjgYYJTmG45Zw3FygxRVZgK61sTB1KZqSJGl0NwD5yUgPXcnNRLRWWhIbmZ++/MQTlOIkoosRQuP+wjfZ7z5C3Oji6vTf0JRYj6I0BU4ZciCeatlT7Cvdju97JKJLAmHa6gAb2MJV0RsQQkKVYxws3MlEaReF2iBHCvfgeQ5Va5yiPcLG5BtCWYUgAsmCGr+b+QL7szey3X+CsuMgn+RjK8the8CZIV/ex2RpJ8fLj2PZE+TK+wMMrT1DZ3JTSFo4kbw0JdbwzvaP8MbWT9OdvpTZeKR8eV/jXY2oTbMcRNww0TjdDlbguCWE0JmXvpiYMZ+yOcZg/kEKtUFSkV7SsaVz1OjrMVfiw+W/x2/kJ/1RSs+Z5Po1XPxZ+LegYhckDD5biz/jYPFukso8Jst7qHkFEkYX0wxQNscx7RlA5kJ9HWtS5kmVuZcaLk2JdTTHls26dgmBjONV+fUxDy8cW5aTI5NYTTK2BFmOc0v2S0T1dmQ5AK5rShrfd3hb6zt5XfIVlCr9TBa2UbXGiejdSJLOwsRFfOLSg7y+1+b2yu+wnGLDkkxVYqRifcT0dloTa1ieeR0SMj0Rm7ZolY7OPMrKELeqKtRcmQXqWThuFVVtoi/9cmy3gKpkGsmp41X4h0UfJmYsCB1c5oY/q8o0xkHiagdSmETKSpKY0trQnqvHnZWbyY8ZOFmXz/x6CZ/u38sj5Z9xpHg/VWeagj/BpKlSdBT+66DFLaXfMi2mmZbGedJ7iBVpGV32mDJVNrZP0hOt8I7fLqLv9m18b+TfuG8iz78N3c5PJn9K2XXo8AJnhbNaIvzTWYPk7SEOZf/AWGEb3x4cw1DSVK1pHrAe4b0HbsT1PTzh8Zvcb1GFzCcW/E1D+9BxSxwq3EXNnotNTurziBvzwp8EmfjysA1tncR8FTxbu5W7K78OfgoZ9HWIzwe73sPru9r4yyUuq5I2FXOceGQx1zd9GNe3OSf5Lq5Mf7SxRgTPwOJR+9aQzKShKE2NqvtkYTul6hGmis/guoVGEShgnOuh0Pep0ZbczPr0OwDor5b42thWpgrPUjHHmaoewPMcVDlOzOggraq0i8XcUv4DZ8qXcmlkPe1keDo3w+78jawW56CJKLYPFUyeNA8SlTIUxTRRdJpiy9nSnMD1A8iRqmTwPIe7q7cyVdrD3uo9TPr9CCHRkTqXs1PvJyarvKNrAbZXDeAucpqO1Hl8d+kZfGbTINuzGtdvL/D1I2VuLW1tED2605fy+01JovN8bv55J2vv3cXfHfyX09pkPl+8YBJnaJ0NjSoh5EapPggXSSjkywfRlDRNsaWoShzPczjCc0xXDpBU5pHU5yELHdc3UYQe7gZmiBmdtCU2Bibk2CiyQc3OosiBxkwyughNSWGF9lbN6mJqTo64aKZkjRPT2hhydnDceZa41k7ZnWTKOUyXkuRMaRM+PhVrmh6xmnavF4M4o1I/Hi5dXkc42DymTZuSN8F0aTcvpWXhuhVONusFl2PZO079YyHRGz+PlD6fqN7GBAMklS7a/BbOV67Ew6bX2EJX8mzqQOf39qlcmXjni57H/zYEAs93sOwpPLdCe2oLfcnLydtDRLRWAJZnXoeqnmAWlWv9fHPo38Idmxuwnk46qiTp3Fn5DX/avoBj1pNA8FIHLU0/HJyBYbks6Rhac6gpFUgxFKvHSesLWCCfSUxppWoO43lVak4OIeTAbUEoSEJDVzLEQl20Pm8lCa0LH4+fZ+8P8T0xhqRRWuKrXpCE8vwhky/vYzT/JJn4SsDlsPUIPh6FSj++b2M5BYq2C7MW3OAaXVynwILUpUhCwbQmUKQoH5//fq5LvelE68N3UOQItlsi6wzQHF0W6HHpHehqOxVrirhoDjS4qseYqOymbkKtyNHAsDt0fMiW9gTSH+lgYpSEQiLSjeMWaUttIhlbQia6mJo9je97LIleiqG2ckfuKzxo/4maPU2uvB/Pt0hEutGUBM2xFcT1DoRQ6NTWMOjvJqKkwwRnNoYzsJIayT3MrdkvzVlMQfDy5F/Sm7kcSYoGAHAkFDlCJr6WZHQxvUogOTRZ3sPJosrrpYv5q5VTfGHLKH3+mjm/C5KJKKqSZLK44wUYyQJJigaYKiXDx3r/hpgxj/His1StSSx7gs7UFhZGz6dLWkmufJBi5cWlSfLlffxg9HN86ZE+oimLC9sjPJ9Pq+eVsJ0pxqu7sexpKvYk+eoAcdGGJgfMVkNrp2R7HC5pAZHsfxDF6hDj+aDaK8tJMvFVRPR5uK7FNv8pfNxQVFlCk+IsVs8lqrfTm7mcf1/8RnQlRUTvJhnpoTW+Fs+HH018j6jRw5LMdTTFlnOecQOSZHCmsoxfPt7HveMG5dpooNnpBy4BzfoSLLuILOl0ihX8fW8fv9+U5Iozj9G3MUtynYZ7bAZ3xxAUK8jCJy8mKVWPYtmTRP1ESEYohLI8IiDhmBBRM6dIxyzJvIre9CWNn3v8VWwUZzUs4Fy3xEjhqVPgFUJIxNIWe55r42vD3w+cIyQNWdJIqT1ka0f5YX+VQyWNB4vfo1QdZHf+NxzM/p7x/BN85uDnef2eh/h6f5ZrH/N51c7nuKd2WzBH4PBI/r9DV4vj3JX7Ig/nv8ZkaSe6BD/aO5+aNUOg41dhd/kWNCnOG5r/knn+Cjap1/Bo7TdYVNmkXs1D1V8hC9gSfwsALfE1GGpzY9MTbCYFU+X9IWs28Nq+VHs5jltFVzs4N/VBVmX+IpCOSV9ER3QtXZENAUxmFolAkaNM1FxKjmBhOk+rbtESDwSnbyv9ipqb5bymJt6+SGFV/BWnvBfgc0XqI6yOX0uxOgR4IYGuHjK6mqFQPTbLw/v0bUNVijKPoLjxUOHbDGTvCogdbhFDy7BSv5yrEm8jrc7noD3BoeqDc3Rd94jdTEpjnJN8FzMiT7PXxXjFYU2sifXKElb4K2jx56EgMV3azWDZZU91EvBwvRpXxl7PvWdcSFQP3GnG8o/iugUUofPariZ+8qoB/vLqwzx+9jncuHodH5v/YR4/dzlNusm3ds3n3499haOVh9jt3s9ANvA1viL1cR46exGq4nLRN5u44Zn/CBmtf5401otIjAS+f5ZTCLJqZCQphueVAusKPKJ6N4aWYaZ8EEkoxIxOJCGRMOZRdMeYJ61hxN9DTG4lZx+nZo3TlFhDXG5jg9jIn2q/olA5hiwZJCPzcdwqfZGLyTJCGYmo0kwL8zEJwMs5bwTLKRJVW2mSOujx5vNk7feUa/0IoXF3pBwOBuiMrmfMP8pM7TDLI5eRZ4ySO8aAotLhLSSiJtnDTsZzT77kG+f7NZ7fqOzkv3UwKWGIJLKiUnGniCsdDIsRFvg9tNHHwcp96GoKXW3HtCf5h6MD9Fce4c+TM/kfhFCwnSyKnKAptozx/JOM4SPLMTy3gkBh1NrVEO1sXFNoNC7JATXdcXKzEtrAD7JijvK6577LObE3I6UEj5Z+PIsVFoSipFFkA1nSG7ZNEGBbhnL3MRRWWxQ5FWr3VEhGF/OOluv5xvA38fFwvCqKF5g131/4xtzLEwr50n5q2kwgeOrVnrf9e7pIxVbwoY7r+dcj/4LvW8wUdyFQZul0BTpUrlvg1sIPTkk86veq5E7geDV8XEx7nK+P/iKsBARA17bkGbSJPkajGiVzjHi0jYo5gec72M40lqNz1H0Qx80TMxY07pnjVvEJjdVxUeQ0ihxlqPgkX87djwiJFo4bANVtr4ouJ5kpHyAVXURUaWbY3YXjVWlNnoEkVK5Nf4CkKvOjsc8xEzqHGMmzqDoznJd4J4/kvoMWeoDqaiq04Mty6jh1T1ggofDR3k9zc2EbQ8UnG4lJV+IspqoHqHkzNEeWsSP3U4SkIQmNenIY1edTMYd4qPQDLnx6GZ+cdyUywb2rhyrHaI4sw/QKp7id1N0cFCWF6xRoS2ykaA7jOQ435bdRrg6AUAIJIa/EWGEbo97jJ23Q5qryz8bmaWpb2PqR+MrQT3j5oetYEreQpMiscSZm6QoGUakNEg31rwQK0WgSQ8tQMYeQJZ01TQrvu/ggu7Pv4Udj/8ZLxcPVYzZ0wHULZEt7UOQErlehO7qJCDEm2YEqJ3G8CnvNO4jrHZTdSX45mMVyiiiyQckcZVH0Qn448d+4oQpB2Z+i5uQZMAZYlLiEacvkg/t+jBASUb09MJMXCo4f+FLH9Q7K1gQbYl1MW4JCTSe7t53150xQO1xDSQicoo80cZzLLhF8onoGv/QWsc97lEn6sZ1KYJEXyltcFnsbP8/eQrZ0MmM4GDNDxScbP49J/RzzTmAie1IXcTx3XwPG0Hge5iSP7+2m1aixPHolY5GDTJf3YztTDDk5fM/iAfNb7Bdnhb7Wbgj8D10P8MlV+tklT4SY5jiJSE9jXgvwXLMTx4DJ+52JJ7llw1JGK+/km8NfDHQQ3QrNdHNX9Z6Q2BPYbx2x72JQSXN95u38YuZJWkSgajBTPsDC5CUcDiv+dWurQIRZxbQmUOU4SU1iXeRVLDWa2GkOcUFsEV9f/m4k4XOgGOVbgyPMi20i4TdzyH0A03apWSP8fOKL/F38k/RuLLL3T01MFnfNatH28+XqMa4rvI+d+V8BkIwuo1QbxFBbqZgD7OQp8rVBdDWF45YaDHIAQ2unJ7KJ/bXfYmhddMTWcyx792nH+3DuAUZEgH+c/S5paivvankl3xj5CeORZQzmH2RC6+QtLW/ht4VbmSDLc+X9vLf1Eg7kXRYmZL448HM6Emfw1vY29uUhIguOWAHxcFwEFm9PWvtoowvPMzG0drpjKnlLC/2dT8RQ7n6mm84lukRBGDKLtAJOPkdf5zS1mkrO0pg2A3hL1Tzh0XtW8p3856Yytwx08I/HfvuS9R9PFy9YiWuKLSOqt4W7ap9A6T0Atke0dmJ6J1GtmZqVRVfTGFozsqRjuSVUKYLjmQy5z6FKUVQMNClGJr4KWaiMlLZxa/5raGqCqN5OVG/D8x2a9MUMOs8iC5V2dTl58zjj/hEkZGJkkISEJFTK9jhZd4BhaQjTzhLRu+lJXURGX4jtVGhJrCPhN5MSHcyPbibux2imG0POkPKamZSGyHqDoWyG/kK34aXdSCkeLqTpRmstE+0jRoaaXwhaxiGVusVrYzfPMUk/LZFltKvLiegtxIz59FceoWqOhkyv59eG+d+da5TO1FkIoSKEwt/3XI6sJJGkCK3xtcQivcxLX4jtVEK1b3kWE0kGoSBLRqAdKEcb/x4I4wo8z8RxZlCR+eul+iyXh/DzCBwnh2nnaVH7iOmnkwIJpDhcr9IAupbNcXbnyrTGV+K6RSx7goo1yV/3vD9k79n4vstY/lFsJ4uqNtESXUHVGmdh5ip6UueFpvQvzgKuWtM8OlW3rArOZ/biHhivB9du2ZPhcWczYYP/P1XaFVYyg3ZBqXoM0x5r3M+41IZKIDRtuyUUoSNLeojXkvB9G9ueQVfbA69Ac5xy7Ri2W8CyJxFCCfX6oriexbLEVeG/KcQjPVTMAGcpEbw3khSMqfHis7QoffTEz8byylheibLr0BaRmJ++jPXptwMStlclqXXzrH0Hvm9i2pN0xzdTCtX16yzc5wsfh6+PfJtj2Ttx3UqDkTxS2oahZUjo85iq7ENTW+hMbsbQmpGkGKnYcu4+89WkYksDMezCVr448gDt2onvE0KjUDnMRHkXtldFCIWYUa8kyLQmz0BVMoEOopCYLO2kZk8TN7oYKz8HQkJVksiSTjBuK6fg4FQlc8r1QJDMGWrwu2S0j6o5zKd3wZt2/bTxeyEMZDlBMrrwpGO4VK3xADYhJMoiR5uyFENrp2KO8pXR3/EPty/ltsrdL3hvXzhms+ZdYkYn75/3t2yQlyKQaU2sY158EwvkMzC0JnKVo0wWtnHQf4oPzns/upqmObKMqBenL/Ey2pNnYvpFIiJDt3EGGa8VH4+MFlhQ2fYMCa2LM2M3hNhOHR+Pij1FVGuhIyrx6LjLJ3ZIJHULz/SRNJBbNeyKhFsWyAmF931kgoc+U+KuDReywj+T7uimBgHIx+XOwjepWdmAeBFWnYJnsJSLI6vCdy1InAeyf2Iif4LhPFU9EIzXkzoIiUg3vxpQGalGiPlR8rVjjUTY86oE4sgmM5XDNGy8ZnsoCxnbmW6wrD2vRL687zQtsWBOyMTXIoTO33ZvpileoS0iWJG+jte3fhrfq7Ej99NZzGy3UaUTQuLG7I+YMY9gY6KpbThunsPZW1DVE+xSTU1wVfQ1rJAvxNA7iOsd3F55kCRRnrGOcfMWnb9aOcHKeZOc99oZ3nL5ET61qJ2h0lPsLPyWRcZ5fGrRP5CJr0VTmlieCMb8gkRg7zU7HCfLrcUfh5VAQcUK2qGZyCKEMLgmeiGmnaVUPYLv1+ZsomvWSMNf27RnaPHnIcsxThetyU1cmAwcYNqSm2lNbgIgbnRRtn00NUET3aRjy+mObqLi+FwVuRrd1zlfuQCAty2yOCNj4XoV4qKZe0dt7irvxHR9euQmVseaiPtxhFBYzhJa5TjgocgRtuVn+NN4jHikh8tSH5sjXzVV83GzDkJX8Go+QgLXlfjD0XkcLhn8Kvf7OWM1EV3CXy3K8L6tGh/d98X/VQIHL5LEReQMjltFU4LERJETeF4NMyQvyJJOzcmjKlFst4Jp5wMrLLmFjOjBdsu4voOPS9GbYKLwNPnKUSrWFL2J80lF+6hZMyFeKo8mxZgxj+D7LrZfoehPElVbiEoZymSZ8QaZKu9nnXENrfpyIlKGMXsvich8MpFFJEQrOnGWRy5DkaIcc56mv/IoNibD0jFMUaWDRTSRIOE3YbpFhgqPk4j0/q9uIoCmJGmOr8DzHZZkrkWR0xRrI3ghQP189RwuNK7H8U2qBBNAxZkmLpo5VLiLUm0E1zPJRBahyAkkoRHROl/kW/8nIdMUW47r20S0dhwnx758UDX0vDJj+ScCORnscPdURYhg8knFVrAx/XbwA30y057Bc+skDBdJMtDU1kYCOiWmeXhCp76zChY2mZbEBuLRhciSzpH8PcgvkETPxkY5zgx/yn+VPn9DmDzIOM4M35+6hUD3KdBCU5UWMvFVeJ7FcP4REpFeXpveENioqRlUZa7faYBLWzyr5Sqw7EkezP/XC5yX15CeSUaX8qn5b56z4MeM+chycg5JRZHjDViCLMeRJIMJcy8T9NMrrac7eQ5lbworBPArSgpZjiErSYSQgvcpdA2oH9fzKhhaG45XY2niCnL+SOi0IbFcvYREZD74HvnqcaJShmiYMCtylMP5O5ix+6mYExSqx3mg/DNuzD3Lt5au54FX1vjumk/RovYxUz3UwHWBy3B5K3XD+hfTLQPCapUPvkObtoI1idcS1VrJlvZSNIepWaOY9iQj+cewnTKeV6ZQ6ecje4oUZrU0x/KP8qupL57AH4a2WJY9SaFyFM+r0hFZyyfmv4eo3k2T3NsQZNaUJjzPIqZ3ElNaqYXaWpY9TVRrDu28To1AzyvYeMxOjHyccPIVFCoH8XF4rPxzatZI0KmQo/z7sr/h3PjbMZQTG7ugFR5DCIW/7X0/Qigczt3BsfKjASbOD+z9vjzwL+FC/ueJFdejTvoRKCSjy3h36/W4Pjxg3ccUA7SJPpJ+Kyk/QdWcImZ0IpDRpSSv7i6yQr6QqMggIdFfepilnIEsVAYKDzFq7WKh1sQNTau5rfTrANspRzlTbGZA7OLV6ffg+x7Z6lHWaVdxZeRyvj91J/3uJA4eNw20sv+5ViRdgOWhxT0ia6NIC9L4VRvf81l34SRnNMU5lP0DipzmzPS7AtFjr0xbdBWdyUA+pD7XJLQu7q7WE59A+mde+gLOTb2f+ibU9cyAYT/Ls/bS1EdZIp3N4VqOvQWdQ/7W0PqOxrGCkEJYgXYKSzsYh3MdSRSliYjeHVbsQjkaIdOW3Mxy+Xzak2dSc+FTT3XyuWPfZtI9zJhVx+qd2oHpzVyJ5RRYEr2UFmMZ0wyEVlU+iehi3tzyHj6x8NO8pf3vUaQId1RuZHvlRkw7x2b5ZVSdae4rfofP93XTe0GVndNNfGfHAo7erfGDu/q4Z1RGUxPoaprduV/xtZGfUawN0RnfyNmdkwhdoqO5wHzjrJPOzA88nOskHmcmIK2FrOG7q1tDWZVgVEb07sYnZTlJzFgYzr0a2/M/O61FXkTv5izpYo5LwVygSDqFsCKWKx/kqdIY1yevY0fup1TMCXq9Xh61dvC7/E/YZd3Fzdmv8cepIc7fNMihkkZX6lyifpKXdap8uHMt57ZLfGnLJFd12ez1Hsb3HXayg4esACJ1tnYtE9IIz0xXcF2Lo9JhHLeErnbwkfmfoWB7bH28A3e6hhQV1LISI9NJpkzBR/b/F7nS7vBdlElEl/CvC17PPx47yMP5/zptB+fPjRdM4qZrh/DxAnackDC0ZhanrkSSDCrmBMXaEKXqUUq1YZYlriJudBGVMkhCoUqBFmMZKbWbXHWAij2JECodyY00G0sYqWynZs8wL7aJpmgfbdFVAPToZ1K1psmIHqIiQ1ruCXTVvDxFcxjbyfFk/jv0Z+9kMP8wrmeih6BpF5u8N0y/8zSGlKRXOYP50c3U/AIpv5Vxez9TYpit3r0A9Cpn0JE4g3Z9VaOq8lJDCIOLUn914kYKlao9Q1RvZ520lEXJl2G7BfpLD1OyxnnC2c4YM7TQy7jop+bl8XwbkwqyZNASWxm0vzyTrsRZtMRXE9WaG3o9/1chhEy7soLp8gEq5hA+Ljfmb8d1yyhyCk1tDhcdmXzlMACJyMKQ3TjKcfcZVLUJSWjhQn5i4nKdAoaaIRHpQVXS7Mz9gu9M/KLx+2BHa/Ge1mvwPAfHq+J5VbLh97y081d5pPCtE0bSELb+JFqTG9HUVt7W9pd8fsEr8fFCFXOV7TMlimIaD+8UPa7O5GYkoeB7tbCK48/67/TheeVGa9lxa/zTka8RN7oavy/X+vF9J5Rq0Ag8MmNk4itRlDQ+HsnIAjLaQkyvQEWUgjFeG2kwKlfHr+Vl8fcAgVdvXUMpqCTIiDC5qFlT4HscKNxOxZkmEtq3DbKH+coGXDfAYh3N3kqhcpRcaS+OW8HzKuQrR1GkCIaaIRnpoeRO8MCEQeJMg7ffMMBFkVVUzdHGNQBha8jD86xQ0uP5Q5LipGIrgslbKBzO3cYqrZNLjOtoTWzg1am3EtHnocgJfN8KiQNBMv5M7vv4ftB2ru98fd8mHp1b9RRCx1BbEULlSPaPfL7/K6wzrmGxvyB8VgHD3fdrlGqDjBa3IpC5IPEuPtD9aZZJ5/DW1vfXjxaSMMJqbYh1VOTAI3Rupa5upRaMk7ltzDJnNxf5+hkOzdICArFejU8s/DT/uPijgMcPpx/E9ywkSSNp9MwCeUOdNfs/hVTUqzc+DhVrkieyM/x48gdMFJ5irLidvcU/srPwWwal42hqghZtKQszV7HUX8vvhhKURIGB0qPMSOMkIz1MSRM000smtgTTzrMyLTNe9ZGEgqF10Z5YjyZJjOYe59biL8jEl7MkchET0gi/y/8S17eZYIBRaYB7J/L8bjCDXfDxPR/fA5GJgmkjIir2kMnw9ig7s1UQCm2JtUwwgOuWAZ/BwqOMFp5CV5uQpShtyTPYLG1hIFuvXIabTtHBuU1p6tUs0x4/5T7t9B9he/k3LI9keG7aYaZ8AFUOBLrrm7t6S/O6xNVsSb470H18kRBI2E6JiNYOuBhaFxA4Keyo3YYmovzr4B/51dR/YtnTTBWeZYd7P22pTXNIAvU4nnuQNYnXslabj+c7RESG7y1bR2/mStaol3Fn9WG+P3ULj1m7UCSdYuUwlj2B51XZRSBY3BxfwcVrjzP9jOCmAcE3J/7EXz2V5ksj23mwFjgXXJ9+GxemPkhMa8NxshzPP8w39nYytl0nmrJJeGmE0EKCVR0nH9itzd5w+H4NTUnz5qazqAsLz09fxr8uejsgUJUWNiRuoCOylgv017Ax/oYQanHqeG+OLEMSgv5c8HxHco9ghgQIz6sywgGOlEvIchxFjmBICkV3jA91vYPXpt7Auzr+mg6aURKC920+zPvbzkf1VZ6d8RmvCV61aIjuLTXWtU5TtabwfYcOL7B/BJ9BaRDTL9Fm6Ly19S28q20dVyY/SEtsBa0GjFgletIFnCkHv+aTnYrRX4rxH8e/34CVeF6F5sRaLtFfw1dGtzbkRf4v4gUxcRVzHENtZnHqcgZKj+J5DhPWPgy1Gdstk4kupmJNYTp5jptPE1GayNoDtKh9pL1WRsRBstWjLIyex7Hq4yhyklx1gM7oelojK8la/ZS9abrFCnYUf09zbDlT3lG645txsRkzdyEJhWJ1MMBZnISrEki06stxsYmQZMYdQJF0MmovMT9NJ21M+TkKjNHvPE2XuoYDxTuJ6e1k5dFA00gozFiHaYrVbTJeKILdBrj4fo2Hi9+d+1sh4ThVbpr5EjGjB9/3SEZ6kIXOjHmEvDREj7KBijtFm7KMg5W7KddGUZU42cphTHuSrtjLeWVLN5/v/xoIiWR0YcMi5f8iovo8+iuPEtGa8ZQU5Vo/U8VnEMLAcYukIyvIVfuJaEG1qmyOIgkNSYrhuDmmis9wXurDHBXPMZp/ci7eRyhE1VZqbi4QhsYPbWOCexd4DO7igelpavY0nlcjqncjhIRpvxQMoEAIhajejqYkyJb24vs2mtqKQCIt9zBpb+N7I59HGU/geRaq2kSpNsJ24x4UT2O9dDHPRBxK1aGGn2jdv1ORUw05jxcLIdTAZN4aOdFG8W1mY6je0vZRuqIS/9b/BWTJQFMTxOU20okeJmp70eQYI8WnA6JMxKViTTdaMPVWepuh8zLxTu4pfCs06w7uUWtyE4vEmSjIPJb/Bp6vAB5N6kIGCg+RiMwPcY6PzjnvegWv/i55XhlNXQBAs7yQA9nfsU+6EGe4itAEfUmBGBGhvdoJBpzvWy9oQ1UPRY7Soi2lphYoyBEq5ji3V/5I1ZzC8x1+Xd4XJrv1qUhwWeqvqGLzWP6bGHoHpj1D3c1AkmJUzUkkKcLrmj/CjTNfx3WLVMzj4b0RpGN9HPG3sbV8KPyMTnt8HUO5++lLvZyD2ZsBn8crvyQm3sbjhe/yeEGinpTF9E6K1YB1G9U7UeQAtB/cuxPPN4AjSAhxKtZSIDhWjnJJa5alope9vkU6vpoPrxnkI4914HkVJkt7aUluwHJLxOU2CvIgjlsk8Mg8sUn534brFHjOvL2R3C+JXsrR2qOs1q/E9E3e2vx6/lAMHHRmIv28PnktmrSQSb+PaecoVWuK3sh62shQlKeZsnfxnclHKFhDVMxxFiQvZsLcyxPaU8hynIo5gOlkuTh9FY86DxLT2hBCIkMno+5+Hq88QqvyXuyKhO76GCujuEezCEkgkipI8MWdnWT9KVoT66g4M9Ssmcb98DyLlsQadClJr7+COEbIrvTD5x1gEvdmf8VAdWFDm/Lk+UWS4kyX9tGZ3MTSlMQj4xZNsWXkqv2AR9zooVjtR1Obse0ZHqruo5ueBimpHrNtpeoRVIANqmYwLurvbv39Pn5Sq9UHsqVdrEu/hUyip9FmFMIIsXXH2V38HcOxJXRJKzluP8vr9/TjeFUqyjTZ0iHOib+VnfZ9mHaOqD6fmj3JitR1HCk/wJbYm5iQRujvb+J92+Gp4lfxvAp38DRtyTOp2FMsjJ7PPbUH2SSdy38tuJQ7Rl7Gjdkf8fvCNn78wBBd6hpUYXJF6iPcW/we8cgCqtYkrltmfvpSRkrbwPfQlBQVc4B0dCFpzUdIgf5cC/O5aWQGSYrhehUWK608aO/mzvztIJTnqUrJXJ86l3vz/bMIQ7Ornj6j+Sd504KLSEjvI6Up3FN7kHe3XMVD0zO0ywm+d8UgDxzsxq36VAo6fxovsLX4E3bVWqnZk9w180auP9BDzoKqOQq41MSJDspb25bzhr5hYrHjTM7EGS7FeHRcYry0gz/6S/nDxSbNy0ycPJRGFUqmxi/7RQMHqaltbIi+hle2t/LZ/u+exHD/34fw/eeH6ccjS0KWjo7n25TN8VA4sYLve+FOKPid5wUsO11N0awsouhNUDSHqZjDKHIySMK8CjE9aBEGOBRQpUi4+B4koXQwXt6Jrqao2dkXNX1X5DRLk1cx6R5GEgrN0oJAi83LYIkaVVFms7aMNRmZL47cyce7rmLGhKMFh8fcR4mLNip+Fl3EOVZ4YI7f458bspykObaCojmMLOlUzFE0Jc2ayCsYFYeRhUrW7KdVX85YdSetkRUs8VbwtHMHjlvDtLM4bh5FTqGEODPf95Alnao1/n9Sdg2qDAlct0wy2ofnO5Rrg2E7QMbQguSoWB1AVZKhpVM6tP+BOhhfhOxQ1wu0f1KxPlbIF/J06WckIvNRhMZ0cWcAuFcyIaNX4q1tH+UX09/FsqdR5AQt8dUUzWGq1uRLJhxE9IA1GVGaqdiTFCtH8HFYmnktb2heyT8f/hfqk3V76myuilxK2fZ4xHmYqJTB8ivYfoU20ce+0u2nTL4nIhDSVeQoEa35tIn0bEPqeuWkJbGOqeKzKHKKZcnAk/JQ6U8siF/AcHU7Ma2NTmk5+8t3Byw+YEvsTWyt/DasFPgNwoPpFhviniCHRvRBqzWid9MUWcJ4aUcDB6SprY1zCyptL+WeCpLRpSS1bmpulunSbuKRXv666w1kNJ87hiv8Kf+VcGH8c/ULZRZnrmHKOkjVmmZl7Bp6RCv3Vn4RkqW8UFS0BHiBuwUK/9D3aWQB/3DoX4jo8xDIYdJfatzriN7Nl5a8nY8f+tEcP1JJihIz5oVJVxVJ0gNgvDPTYMC5bpHnM7JfkHk5VS/LeP7J8F0pnMCWCYWI1k7VHKYv80re1b6aTx380mnui2Bl5vXcuiVOz+YKex/KcNajv8W2Z7gw9cEgedQ7qJgTqEqMmp0lbnTh+y6OW8NxqySMrpewqXzhmK1vmI6vJqV2M1HZzcvjb2aXd4isO4DpFJAklQvVa6h5DiNinH/pm8e5i4a5+2APKdXlk4eH2JP9BfPSF5MWXYw6eyjXxnB9K6waBxtbRWliVfwVDLo7mC9vZHfpD+HYlNHUZpqiS+kWKxjy9/HNJedx9RXHkRIKQpP47c+6yNoy1y05ztahDt6673ZK1SE83wohA12NRVEIAyEkFqeuxKbGVO1AKHt06viUpCiyFD2NT6mPIqfpTV4IgOmXuFDbwsKEzINTOR7Lf7NRaZflOO2JDXTSx2qjnV9MfXtO1XX2uc397lBLLXvvnLHWlFhPoXr8tHNPIrqEv+56AzdNH2Jf9kZelvoI/77B4r3PWmzL/wAfh6bEeq6JXoMsglnnDb0mHz04wuHSfbTGVhEVGf5jcR9fPFTi5e1N3DgxxHH3GdZLF/OpFTKv2XkrhcoBIno35xivIyUHa/Fxb4rXtHcyVYObCk/T6veQ9OMMSgNslJfTZMjcWnoc0yuwXlzAP69xefeeSWxMcu4gU6U9RPV2FurnsCv3SxQlxbs7PsB3Rr6M51VCDF8psEf0aiGExySid4aaqzAXd5wkGVnAI5vP45Kt219AXF7wlva/4/fF31CuDdMUW85V0at4xHoWH49rYpuwPFidBtMTpFSPTx27jZnic40xkor20aucyXO5H1HfDNbn+0x8Ld9ccg2veeUAD9zVxfW7bqFFX8qHOtfz1g1HGR5NsT+fYlPHBHsnm/nJUYXfTtc1UgX/H3HvGWDXVd19//bpt987var3YsmWu9ywscGmGNNMryGhBEJIAiF5wpM8SUhCgBB6N6aDMcYUG9u4N9mW1WV1aUaa3m4vp+73wzlzNWPJDUje9ckaz5y6z95rr/Uvr275W9a16Hzq+Dd/b+F5mC+fMzeetRIXN9owlTQBITO1ZoclzKTV3/Q7C6SLHzhhJcRahBNUOFHdgqbGQokC67KQheZOY+pZcuZiBAqOrFB2RnG8MlPObjQ1Sb6yF/CfJVM9WQmDsJpQlGOUG8P0J87HxUZFQ0OjKKqUgjHuqJ+gzXoJabWHV/ZPcLSY5leFEzT8EmV/lKXGxTjUSccWUa4fP6Xa93zD90uhRYdQiBltqIpBSu9BkUoTW9KlX44tbQa9InnnGAnzDBq1PHGzgwvNV/O4dxtL9c3sLP8UVbFImF3RM/njha6GwE3Xr7IkfilY57M3/2PAx/EKXBx7I3c3vkLS6qFUPx5VQUJQ8aylURDU0PV0lMQFCBQmlCEMLY0f2EjhR+SHOKow8GQepDqPaef5BcZLWxFCCT9qoTyvJDpt9WOKFOPVXXhBDaEYGGobPi6fHflRWLoXYVVqpnqI955xLtvzKe48Nk3RGyBhdFCxx5j29z3juxZoxK1+2mOrGSo9giJ02lJnEhBErduTgrPzXB0ASw2xVaEMTcAJeyuaEmPM3h16vwqdsggn71DXzkBDwfEKzE0SBSpJrZOSMoCuJnH9Eu/o+BBbGsfYm/8Btltg2H4AVU0g0IiZvaSsHqrOBNX64GkTlGeKSmM4wneFVaZy7RD/7/A/N9XTgQhYPVshen5VYSFUZtxj+IFDJraQKQY5aj+MoaWw3QJtybUIoeD4VfzADiWGlBj/dPhfmzjMmNFGvrKf/swlHC/c1Tx33R7lW0OjbLJezUP255vnDIJaaPIuA8APFfujKp+pZ7HdAqqaImF2zwMUz75HSYAqdEJcVQCoqFoa3yshpU3NHkSgcZG5hj899zC3j/4p9xU/FzGfqyRjS3hPx5v52DkD5FZWEZbG4kXTWI/lcNwJ7it+Dgg9avsSV3K4fi9Jq4dl2gWckHvIGf1MeAfp0FYyLfa8YLHfMMKEP4gwm4bewSsTr+IX5ZsIAo9b8l9ABg3iVj85awlDhbu5lb0Yeiiqvaf0Zq7qcXnjK8vgeqz/mcV/7f4EJSegN6FgKEv5/NivKdSOoqopLkv+CaPKKE/lf8qu4k9oT23golQvx/0FBLKHhjODFzSIKzl2VW4lF19Km+FQPKiSXR+24K5aeZy7Dizg8RPd/P2RExSrhwkT+5AJejKBM7CMNi6PvQkFwa8L/42ULj3ZzYwUHgQkltETySdNhF0EoXFZ5sNs9+6gao+jKeHxAumxhlXoQuG4nGKvM8qWmWkm3f0hq1nNko4vYqa8mxb6WG91sjStsLbxSnYWvx9VhvwIE3ZqBEGVGGniVn9THFlRTOrO1GmdRIQwiGktfHd6K4uCFTyFz0ONn/DzE+/ixa2wLva3fGf8U8yUd7NdXc9YsJ+E2s4vnxpByoBz4q9nZSzNTcWbeO+hMWruJG2T1zEq94Xae4rKf+1XeEXytfwi+CGuX2W3fJipwl5iRjs1e5h9jV7+pOOtvLfjXB4ab3Bb6fNsyLyJoufSqAYMFx9Gyga7MyYJYwPtQTsFUeJglGBV6lX2RtWsdGwBji8j7LAgG1tM3Zshrrexkc3cUfwMIENdyNNUnd/U9kH2N6Z40RNPnMI8nxum3smRRoGlxsUc9O+m3BjhTuUedBEnLTq4qXQnpcYJ+uvnM1Lfzuuzb46et0VH+kzGi4+Sr+wiz945m7uTc1y+sov3HnRZ/cAV/GY0Rrk+yJ92XM97X3KQ+pTCv+7O8eFVFSbLCWYcjV+Wv4uUDooSZ1XmWl7Sq/LB/V99zqLU7xvPiombKu9mvLKT0eIWRooPh7ghAmrOZLj4qDEUoZONLUYIhZRop9wYxo20vFShkaObhNlBa3I1SbObmj/NWHUHblCn2him2hggCGrRDT57+0BVU2QSc02tBZZI4/k1qnKKuizSoMIJsZ+azCPxqdhj/Kb0FAoqu6ZzvHXfnYx5+0iqHWSMBZTEJBPeAfzAjpg3v79/qRAamxLXh5gFLWTGaqgUg2FcbLIkUFDoTG4gprXyePAIKxJXskq9mBo2qmIyLPdGuj8hcDyMP05bJazyKHhekbo9zFRwlH3FW4Bw12hoWXbzGEmrP0zGpIeiGEg8krElPHjBm9l52Tvoy16BHzRQlThSuhQqTzFUeQxVMUnonVxhvor21AZaEiux3UlMvZPW1BnzmIwhc++kvZj+PDWx8rUjTNRC/R+BQhDUOTv+Wq6InYHvO+FCLN2m4vxLtt3JXxz4OuX6IJoaI187HIrdxhacgj3JJteF5IbIbmizfiaKYhDXWpmpHgydQ6xF83CKs9ij8BmanKucCyjEzXbGvH3YbhFVDavZLeZSZmoHOZa/HdsdQ1cTdBir2e7dcUql1Zc2TlChJbEiqtgpxDRxUuMwakUrwiCTXIUX1Jks76TuTL6gBC6UhZmt2M2R0hAmPZnN6FobQhhkEqtZmL2cVHwZqfhydK2NjvR5aGoWRYmfVodPU9NIAhZa5+MFNiVniErjBMXqPrrSZ/HJRVfSIZbRp22gao/iegVSVg8CQWtyHYqSaEpJlL2x+SLUQmdX+WdsqX6fvuwVTcC0oXcghEY6Puv16jeraWE7MaA3dT6uX23qxoVPQSKEhh1UqESVZxk00LVcNO95KEoCRUmyIfs2Sq7P5HiS5YlU+O6FhhAmL469jncvm6L9SovJ3SZTjwt8T9Bjbpg33or1QaqigKln8fw6NVFBF3EsmcQPbDzc50UaOfk8TjLZNS2DpbeSTawgk1iN59d42NmNooTt3wWZS1iXfSNJswtJQDK2lCW5l+N6JRyvTMEhJB0EkmCyRiptsyQp2doY5FPHv8oXx+/AVDO0JdexJP1iHnNupTvoZmP27SA9nKDK0bJNq7aEJdr5aGoMVRiM1XZh6TkKtWP8zd469x7pY+QxE6EpxDs8fjwQ8FdH9nGwfAcxozNKkgI0NYmqpombC/nIgr/lDOsV+EhuL38DgLbUBnKin0W5qwGVrsRGXDfcKPlBjVWJl/DvZ0jO1q7G82aaCaGpZ8kHdXbIPdRFjT2VXzDtHiFnLiYdXxaKujthseJo4yGmbJc9eZ8xeRApXZSI1Tz3exNzJHJA4mKTaGqjBUjp8Tf97+LVLR/l6WtNa3IdZymXMJC/PSJVSRrOBF8Yu4l/P/pJvjf15SaZ57i7lfXiIgbyt5Mv78F2i8TQ8WXoUT1R3kGbuYJDDFKxx1itX86gcpw7y19nwC7ysf634rozTJQeoy25ltXWi5HSoe6M882J7/GLsUnuKH8dKRvsKHyb3xY+y272Eo86aXVvmo9vS3BQbKNd5poG97MyUwCl2gC+jL4tVKrORAjJKm3n7uq3AYmutfH2jo9EoP9lZBKha8hlmQ9zVqvC9upNTJaeeNbNzDnx1/OXy5Jc29ZHw50ONRBRmajuZoVYGDHXFUYbO6k2jvGYfYRz1StZl3kdX19xyUk1ieRa1mXfeJozqBSr+/mzbT5fG/06qmLRH5cM7Mly45NLWZ9TSeguD0xmeGhSpW4PA3BG+g3cuL6dfxva9j+WwMFzJHFSNnC9KWbNlx0vxDohA1w/1AOrO5MoQmdB4kKG7e14QQNLb8UPHEw1w4D7OFL6dKgr0JUYVXsCTY3h+JUInP78sV6+X3qa2rRERWdJ+sVkRS9tLMSVdQA6WMwCzqA9vhqHGpPuQb52pIGCwhrlEpbLdThBBR+XDm0lnt/A8crzWlIvNFTFYFfjV9huAV/ayKhK1S/WYZFkUhSISQsVHS+oUagPUmScmqhgomOpaaQMIqP4EtclX4VldD73iV9A1O1hDL0VVU1Rc6cIgjqamiJp9eIHDjO1g1QaJyhFeCJdTSLQqDZO8JPjGUaqCTQRivQuTl9OwlpEd/ZCdC1Bm7USJ6jwkHcPM9UDTFf2NaUzpso7I4eHsMLyj8s+ystSIWjfcacjzMhzRygJo4StR6GgqikeKX2dGye/QcOdRgiNttSGSMdOww8c4mYHb+v4CK5XxdRyZCI2sqXnSMWXsyL3WgQay9XNkbJ4wK7ST7m5cAOqYmCJNLqaxHYLtFrLaUutnyPfcDKCoMYvS18DAorV/VQbY0gZUHemEUJh2j6E455Msoq1oxwr30e1Mf/ew3a1Rru6DFPNEAQhNf8rI//NXcXPhs9QKNhenp7U2SGbWHoEQf0PggQAkVuIQAiFdXITEOLfyvVQWX6N/mIuMa5jVfJq2tQlXJR8B5n4Mlrmba7CN2UZOVyvyr7irQTS5Rz9ZSiRNMR4eQf/fXyQvaWb2V+5ncCvYept2H4ZhEKpMYSUHobWgpQufmCzLPPSZrImZaNZSf1w94Uko8XFcUNdrJo9P5lV1DgNJ09/5hJq/lSUyC8kkB6amiWTWMH61GvxpU3VHmVWY07OVnSUOKaeRQYNWmSG+507OOehB/n+9A0AkX1ag7sbN/Pf+1qpbSvx6HAXNx9YwE07lrBGLMVQU1Er0MLza0zZB0lo7UgZUJHTxEWOPZVfUK4PoqCga0kuy3yYtbk3P+s7i5l9mPpJlxfPyzeFXjfrr2BB5hIGyw+S1DppiS/DkzbDfijLYvtFXK9KSrawMvtKNCXGvkIDYQioO6gLciQW+Nw8XCIQAWmrj8nyTiyRpkus4O8WrOYjvW/mMedWhoPdxK1+0loPDzq3cLjwa455oR2e482E4sJqAiEUnih/j786+jg/ONTL5CMS3wZLVTiSvzUU9FY00vFlZJNraU2sYlX6FaStfr40+k0eL36DO4r/TRA0yCZWsFy5gEn/MCOVrazIXccqubZZ2ZHSISlTFB2DrDafBS9QySvTHCvcwVOFm1mSupzXpF7Fi62zabh5FDVO3RllQfYK6s4khziGroAWselP10a3jA4S1qLmT44WbmeyvB2BRi65npjRzYGCx3kd+imM6Jnqfu4sfQVdayWXDEWtuzPnc4H+8nCjNqf9Wqzu457ifwGS5blXcX3urVzamWBZWsHQQhavI2u8rnU5v930Kl7f00ZZTqKpcS5pbeF7U3ui70NwpriYfY3fYepdBIGN61dJEsMPanOSUp/jpQf5WP9bUZQ4jlfm9uLnSIsudKFiGa3Ml1gKLTkdX4ZEEKFxmfU6XL8afs8R9jhhdXGvvY329CZmXWpe1fK3fPOCGlVPPAvcJYzZjdHHjx7kWDnggtQ7WJy5gn7W4nol7qh+nwXameRiS2i1liOEQX/QS6thkJYZbh8xItKRhaEmONtayKmFHB+QPFb8Cq5f4p+Wfojrlg6zazpHzRP0xHx+dryN8YbgholvEIrZa1yQ7OX/7DRObwTwR4zn9HUJQaFVQLAsew0j9e34gY3tTIS02Uh/yYuH9Fvfr6BbPXToq8j7g1QawyStXib8g/Qq62kYJfKV/bSnNjDrc/j7G74L4jKNj8ukPEZCaUWVOmvYwBjT6OgsC9Zg4xHXM5xgEAKYUSbxcNGkSd3PU2Oas6xr2VL9ftNG7Plg0GZbKLOJqO1MYOhttCZW0M5idGlgYzMjxph2DtNtrEeXOhk6yaidjJn70UWMVJBhXJnA9euk1C60hEnZGeWGsX+JMBnpP3hxno2luVfy9rYN/OfwjyjXDkWSB+F7jBmtUZtcIW71o2sJSrUBEBpCKPywcBc7C+czXH0czytwzJmmM3UmAgXbLaJYKo5XJl/fg1AsDC0dJf6hQKaMcFsChV9NjjLGUZ4upvpc4foVFGkAMsI5hdVATY3heDP0Zy5nxj5Ca2I1uhJnrPwkSauXSzokt9X6kQR40sZ2Q2kc2y0y4D4AQmNQ7qDuTIXJhDtDyuolrraSke0clx4qJsPlLaFbhNERYQXnX7sqDLxZtqJfQVUs4kY7jldGymBOi1JFBg1iVjeV2rF5xwiCGn5gM80gU5U9KMIgoIbvl5sTvyI0+pLncSx/e1R9nN8CeKFh6l3EzQ7WqJewtfYzvKDGnaXPk44vxdNS1BonWKFu5pjcxu7GWCg/E9Rp0a+m4YaCvbOhKEk6UhvxgholN8SrqYrJbvkwqdgCGu4MdXuI3YXvIdBoT5+Ngk7ROU7DmUEIA9edCduYQQMhVEq1A5RqB1GU2DzRZs+b4a/3/QstqQ2RH+rUaXEnQdAIn2njUOig4c7g+bWISKBSqh1jtzJMLr6MVGxBOO6l10wUpfRYG7uaM1u7+NbYZ6Ix/TSMJBrl2iG+79/AO/a+jidmdP576OvEzDauMF+B4xXpyVzAaOkJUrEFoUWVN03dmWRKBiTMDjTFwvZrDFQfwtBSuHicay7mmUAVgvBeZuVuwpB4foV8ZS9P5fr4RP+ZfPjwEZKilZosUHRPUHemCaQX6jlqbZzwd5LTFtIXP4elKatJNAwmy1SPqwwrAwxVHuNVmXfxk/J2xuq7ONIY4E8rrfSnLqDhTNNprWOJeTbnpNq4cfoYmcQK0noPDXcGVRjYbr65UOtqksnqXr4wbrM7fylfvmqAhh+ESYP0wg21lqJNX4FBjD/pXsJ3RjRaEv3sc28Ov6HoWLud3zaxvQ419ou9zXejaS3ssH/D/vJbKDzNbsv1q+wv/QpkQDqxlIJ/AljFRMMlbnZQrOwnk1zFicI9KGqcMfcprNhKcvQwHME22lLr52i6hS34ALdpnXgSO6dSqIYVvEmrztvWzPDl8XMZzP92zhgN18AFmUuo+dMIYZET/UwHJVr1pRQ46UAwNw4Xf8sJfQtWpQUhFKr2OIqS4KO9F/InVx5kaF+az+7dwUjhQSQ+nxr83BwpD8l2+SBCKGRiC5lwJ4kZrXxohU7nwN/wiLcdgzgH8z/D84v887EvI2XAhdbrORE/ji5N7q5+l6tT72BNt8EXx35CqXaAZGwp7+96M/sKdmgUIFQecG6JCEp+k6Rwsf4yumMGj9eGWWh18IB7Gyld5a6hDr4wftczjPqT4XkzPFr5DoFfoy3TzeZcKz8u7GNr6UaktKnbQ+y0b2z+/mtaP86+YIC7p28H4JFSrVnlKzVO8NqVDnc2LovIbkTOOEkcdxpVTfC1tR/ijZccZPJYgr0lnb15l5v8cWYY4kTxvuaxVuZeja4I7ix9nv/peNZKHBDpgIUfi49Lw52OFOg9zku9k770hfSnL6JQO0rdGQ9bKNKnKkMmW1dqEym9h5TahStsKo0RElYvWbUfI9o9/v6G75KCGGOGIeJKDluGYqlFWaMhKjREjQYORZGnSp66LCKEypC9jWIwjIZFqXGChldgt3cXSauHujPdLBk/U2haCz3ZS+jPXNSkT4dX46EoGknRgYpOBzlMTFbIVeSMxajoTCpDKCiUxCQNr0BGtvNU8AAFOYIvXXxcsqKXuN6GqXeRiC3E0lv5Q9q84d+G13mseDefOPSvTQPopieh38DU0iFuSzFwvDIJrZ3ZdsaKzMtRhc5hsRcpPXS9hQXpi1kuNzBcfBhTz5B3B8mYCzg38x7S8UUAtKc2RODyOAKVXHwpupZga+EbTFR3I+bc11xBxGeKIKhEsiHJ6N81FCWB45VR1SRlb4xWczmaYjJV3ReqyNvjfG1whrjaSs2ZwvPr+IFNqXaMzsQZLE9eiaIYTFf34QUN0lY/Hekzsb0Sk7V9DPhbw3NJF0UYoUWcM0oytugU8eAw6bCa1+p6U9TscYQIMaOzH7mmZejNXkq5dvS07c+p8jbGig/h+YWmzpIQZpiM+BU8v4YtK6zMvTr0sT1Nu2HWniuUSTh5jbOizJbR02yFWkaONn0ZDi66lkCgIKXDKu2ycPeMx5OVHxFIFy+os1Q7j5o9zrbGrVh6Cwvl6uYYM7Q0pcYJSo0hNCWGqWepO1NcrF8eJclZNK2FdHwlq3Ovw5cuHSwmCDxC/9bw3XpekYTVzSdX/G0k0QAycFAVi/lC2JKZ8o55YPNTQga0JlZQqR/FdotIafPGtg+QSaxg1hc6bnYyXdlDobIXGTSQstGUHoqbvXx2TYr3rSg0z3nKKQglZVTF5GuHEnxp9HvY7hiFyh5ur/yQQDqMFB+lL30hkgDbDX2LE1Y3tpen4RVwvELYwjc7KNUO8nDxi9ww9q+nvaXe7ItoT2+KpESerl3WCBmy+dv5yyM/J5AeI3ZYQbPdIh2J9fheCVC5IPFm/qbnlXQF/RSDYQ6W6vz414vZ8xMd73iNBw/1oaKjKBoxLVwyqo0BFCVGNr6Yo/lf4fllWoIuvntewHV9dQQKLfpiiu4QmhojZfWwMH0pSbMLL2hgu5M47hRVd5yD7ji/2L2ILcH9SOkg8bH0HNXGMEfzv2atspRvjwwwLo9whraEc9Pvbj5vXYlF7FeDXPIMdCyGSo8wq+nXllhDtXEcOxC8e8lJGIQQFpnYAny/hMSj7kzjBnW218cYltO8Ln0dnZnzw7GAh6nlSGs99MQF6/UFmEYHqhqfk8ARfVMttMZWsjb5SnpT584Zp35UGPB53Pkl/751ISV35LQV/bHqDor1QWJGJ9kghytcJuz5DhVz4QtBUGFZ7EW06IvJV/ajq3E6Uhu5b9Tj4S19bJ1oQ0UnZvYStjsbzF36LSXDK5NvoOZO0Zu9hGuTr+Hm4zo/mvpPBvJ3MFh5iJ7sJQhh4npTLMxezhPubziYv5m9pVuImW3cVfsJFQ80NYYQFsvMS8nbkgE5i2XUqNSOYbvjKEqStbk3c0XmI3zpokku7gjQpU4+qLNGvYRbSj/mLw58ncnybp7Puuf7JYRisa12Mw1fcol+/jNid39duoF9hVsi32oDUEKynN6BInS+d0xnpn7o5HMWBpaeQwgVQ0uzfUbwsu91seG+R/jnI//OzdP/zo7CjRwv3HlyblezXJ1exXemfvJ7YlpfWDxHJU5FUeP4fpmEtYiKH/Z1BUq421ZS/OjCXt7zUJYTPERbaj0Ve5SqPY7jlVkRu4KKKGDLCgXvBEONEIAZ08MSaMrq+YPptpP1fSyKXUhBjoQVIVlhWBwiJ7vpku2MiUkaokqr7KMoJkmqrRTECL60qQQTtMVXs1Ju4P7Kt/GD0OIlbrRRa5w4ZXE19a4m3u9c5UL2y1MX4Lo9TNEapsQYMTbi4DLAXtygxnn6Rh71tlITZRLkMM0NFBjnKutlJDTB8VqdoxzGwyWtdFPgGI1ox/yHSYzMUrIFYUI+d8L3cb0SfcnzECiolsl4aSuqGmeishtTb0FTYxwo/AJQSFi9pOOLSGldaJg8VP0u6fhiAulRaYxQkgOcnT6PBFfyYPC9SJ8rlJDoz17OmeIsfmV/ESGsU3ECQoFn8J2cG55fwNS7sGcrfNIhaS3BVNO0i8UoUmGSCnGzg1hkJv1k5UdR1UWnNbmGpNHJRHkXg/k7mli9IKgRM/uYqR5gRfpqBoMxFsUv5HjjcaT08IKAtsQaLjcu5UdT/0nNHkUIDU3N4PlFVuVex1DjSYRQKNcON9+Z5xco1wqUa0dP3oOXJ8Dl+VUhTxIppKRZmZ2VRnmmsRG3+rnYei33VG8kYS0ibrQxVdoetmuVGO9ofzcxTfCF4S9Sqh6iao/TEl+O61WbieOYcoyW+ArGiqEV2Ex1P1J6lEQeKb3m83m09p2mtIPrV9CUsJ2tqRZLjM3sKNzI77RfYLtTuH4FKQOWGJtpUGGmeohMqjdMEP1GpD3nY+pd/H3/63h53yT/cKRBuOXwIlkP47QT5GxVvzNzAW5Qp1QbCIk83hSjxS2AQiC98FolWFqWshILXUb8OobWgu2ONb/r2Q1mtTHAB5+a5rtnJTm5AM6vImeT63hZ/FrqXsD3Jj417/pq9iC92RcxWd3b3LFrWgtCQrl2mHR8RXgtwVGuyf45X7ggz5n31yPyxenfbzfL6FBy3MZjzWvS1BSSIEpOwmsrVQ9F0IMkr+law5edvYyVn6Qjcw7LOYc6Df7txG9JGT1MlfeyP53jT/Y+zmWJt/OW6SVMOQoT7n4y1iKSukBREoSev0mWiXOZ5AkMvZWaUuHlT9S5wGhnvX4lh4MnSWjtLJVnADDEUSbLO8OqT2IFxep+BApdtPDolEK3WM20ug9NjVOqHUZRYlhGGw+4vyNfO4KUHj9jD23Jdc1nn1X7OZT/BdnkGiQBE84+/GB2rPhMlLeRTa7m1YvGEEISNxeSjS1kldzEruD+5rN03AlWJ67muL+NQu0ocfk2au5k01rO9auMV3cxkTwPX8oIvjB3/IVdBj+wydHDoca9VBvHOTnvniTkVRsn+MroV/GDBr3ZSxkq3NN8x6be1dxEeX6Dg/Ix0koPaaOPcu0QC7JX4eOyVJ7BA5EYuRAGq9R+7qjf3Kw+2e4MuzMdfGJfN4eCe0JMbxP7qiAIQg6mMDheuJt7MjUcr4yr17i9fgdniUujb6yC7Y4xUW40bcQm6/tYbb2Y/dLD9aqRXFOB7838gnZ9BSX1OP+4rIOVuUm2T/Vz49G/ZK/YTrdcxrpYO1d2ByQ0n68fkmwd7eBngz5PFL8GCK5v+zid6uv5+cy/NZ/rc4fK61o+xD3OXXxr4gYcr8TmzAc4KB+bl2QrSpzFyUvIBK3sqN2CEApv6fgrqm7AuF/mkdLXudn72jztS88vUKoVAKjbQ3xp6J9Pc/6Tc4CiJPlw/4e4pzDyBzsxPN94znbqrKRBzR5u4iyEUGhNrmZjq0HnqhrZLZ1Yeiul+glSVg8VO8QCqehM2vtpN1dRY5pcfCm2X8ZU0qRljvGg/oIuNsSThKKs4QSlYOoZDlfuxg8a5BLLWSLOpiYqlMUMFVGg6J0gpy3Cx0VBZcYfZKZ2KMKnKOQrTzEs78fQ20IQvwxIqV1MR9o2mpqNTNpDcGR7fD2WkqHqu0wFhzm1HSipOhMstM7ncPAkSaWDnOyhh06m3AamkiQhs/TSxh6xC4Cy6zLhuDzFE3TJFRys383F1usY5KFQF81opVJ/fhIcp31ukSBj3FxA3Rlt/jsMFaTHWC2UBJEyIJNYhh/YUZUow5L4pRx2yzheiAkbKW9FWgFLtfNABqGQZGIlAoWaM8kvC58lk1hBzGil7s4QM0J7tov0c/jpzJei856qRP9Cdi2OV4gYjDoQUKwdJWa0o1o6lkiToA1djzNW2YHvVzhpOG9j+2X61I1MKwexjFbqziS5+LJIp+04ApWD5TvoSK7jYOl2TD1HMtZHzZ5gvLSVn+tHiZu9+IGNpsZC4WK/TCEIdQdD65mTC+9JuMD8cTJdPfgC3uLJmN9af+bkPmstwpcBHYkQX5OjBz8V4suK1YPcOHUDuprA8/Kk4suoNoZDCy53itlFZyMbuX6Jwpt3PE4QVBDCIh1fSjEYRkqPwfoWUmYvQeCRtvqZqj6F582Eu+OIVbgjsisqVvehaS3R+3DYUbgxdIGRDgX/BLY7Q9Lqx/MrSBl6zQ7XYMtEyzx6/bOBhGeTroo9xsMXvIzBykt4856f4XrTKIqF71dRFQPPL/Gjqf9mWeal1K0ZLC3LVGX3s3QFJAfrd7Nt+u3Na+nKXMBM7WDzemy3wK+rP6fSGI5afXMTbEFW9KAmdI4X7ox+onBx8u3cU/wvyrUjlJAIofLqBQY1W+eaxGv5ce2Tz/iOtxa+Oedf4djygwbtqQ1MVfaiKlYoBxUlG55X5GjJ4/rMa3FSkiUphW9ObmGitoeXJN7GI/7dtCZW0whKJKwunvDvoDCwmbf3dbBZu4b77ZuZaQQoQgPFQFNi7LJvi97JJO1BO0+6v+HOYILz1Ys46HlI4VMTNZIyQYBPa3INlppDEyY1exLPb3BP7fukg37WiAuabNBkbBGqYmCqaSZLT6LrLTiRT2/ZHsbU29HUGDom7elNbBAX8bvSl+bBYNLxFZRrR6g2xhgpJXmykGBx/CI2x5awNC04OJZrygRpapZJjkXSSB6PlL9Nf+aiUCdTiUU43DF+Vvota8Xm0JtUaDSccCOpKDHOj7+Rx2o/YW/jFjam38Ae/5e47gytqTNoeEUq9dBxQEoHx50GfMbKT857v7Y7Hn5/QsEyOlCExkjtyQgsr3KFdS6LUwqLEz7+sT/n4eKXyCXX0BZTCWonv5EgqHEofwtHooQbws1f4NewjDb0CJu4QruEJ4pfx1SSxIzWpozHHcyvMLYl1zFe3MLmzJ/zePXHbCv9gL/s/2te01/ihqMpfln9HdOVfWiKyXu6PsA5fSfoONun70SBS/pjlOvLOVpMc7Ai+NSxMfZWfknS6uH+vVUWWuc3N2UDbp4D/oPzvrvniiW5azDVUCe0LIcxtRyf3yj4x12X8yu2AhJVTfPS1Hv5bemrxIx2HHeKXGodEw2bv18b8OGnGkjpPHs1/xkivHafZGwRX1n5Bmp+wGcGvvOCj/P7xrMmcQIBwiRh9VKzR2lJLKdYD0UK6+4Mnxu9ifrPX8dt1e9RdybpSp9FyR6OBnyBAX8rcb2dSjBBzZ5gUeIixvyQKTok9xHTWik9w4766REz+1gcv5iiHKPu5/EDm5TegyZMAtMjCFwSajutMgUSXGGTD0JrjgAfFZ2EzNIheognLuKgspeyN0YgXVyvwudX/QkFV+H/Hv0mjqwRN7upO5OsSF/NqLsXz6/zksRb2CX3MlC8m1pymoo9xukqKbMs3oZXIGbkKIlJcrIFF4+azBMInyHpY5IkF7RTxmZamaJTLiUpk2ywXs5R5ShB4NCROoN8/egp53ghIRQLQ01ydfJN3Dz9KWarHLY7hqKY6GqahjuNpbdiGS1k9D7iZBjwHRbFL+SEvTVSyPYxiLMm+TL2VW9nr3s7imLQkViPgkrRGyQdW4AmTJaLc9jp306lPkAytoik1sVN+a+ha0l64pso+SNMlsIP7PeJ2claVdMIoeF5M9iewQbOYT/7yHsn6NBWsjB5EQOVB/CDRnND0m1u4K8XdvHhIz1MlbcjUCnUjpKNL6HhTvOq7Ac54c9wwLmPhelLaQt6mFJGQsFROdfMWkXTMnheiOPqEivY5x5ugnFNvSs8b3AqvtLUuzD0VFMb7n8ixspPUjZHWGaECuULtBwqOsNiN+BTt4eY3UZpSoy25PrQ0kYxkNEGa2HKYKQhm9+olC5ZI2wFQYgrKtvDEalEIRtbhC/7KNUH5lQqTn4j84HKPopi0JXYRBdLmGIv5Wh+CRPfOl8Y+jTtxQ1zxIBnI6x8nD6hU4npOXbnM3znWJ1KfQCB2nz/tjtL1qpwvPoIl8XfzD3VG+ecQwUCFCUxH/PqzvCuXZ8JW5XCouEXIo27MMIKSBJLb6Xml5i/wZMcKN/ORYm3cZxQKsXzSyyIJaAoULU0caOdpNHJ3w/ezcxThzC01HO84fnjJrR5a2D7pVAjT2gkrF5MNUVC66ARmcHrClRcyVcn72OstA0ZNNiT2Bcuwmo8EuoOHUW2V2/CH341r+noYe/kSn40+R8oapzAr+EJjWXJKzjklXG9KQqihK4mqLrj3OvdSkbvp4U+BoMd9CrreXlyE0+WZthRv5XO+Bl40WZEVQxq7hQls8J721/Jv5X30GOdyUqW8ttyqI3m+bXm/VYbx5uJ1dHa/fTFz+Xe0rfQ1CSeH2BoLbh+hXL9GBIP18szWItRcAT7irdysGzhjYZ6ZUQJzoL0xcy4x5pg/3R8EQlynJm6HiEVupQsv8p/ms3aFSxNGTw2Vsd2pxBCjcaSx8ZMhqJ4CWv1PrZ4u0JsNV60ORya86ZEEw/+dJmjcDM1GhmmD0UaiCqhqLrL96e+ylL7cq6or+Qt/VkeLiosUc/hx4VbqdYHTxkT7an1TFcPIFBoT65horyLjLWIhNKKjskh92EA0rKdwepv5/zlSYYtKFxhXsq9WYUnaz9nY+I1bC3dyA0zv+SRwmYWGwE/WnMhvtzMP+9zSeuC3IIGSi5JLK5itNnY2zT2lU2+MraLY6UQ63Zt8pV8f+rLtBsnyYQD7KBY2f8c435+VPwJpm0HR9RIml0sUM/iywcz3Nv4UfN3rm/5IH++sspD23up2ZMIxWCmvIO71QFGnnoFe0s3v6Bzzo1UbDG2W8QPbHpjDd6z//ALVAj4w+JZkziJBOkiZUA6vgQpg1A3TCh4fo225Dp+nN/CotiFHHB/w3h5B62J1dh+iVxsCWVnlIaTJxtbSCa2EB+PuNbCVP0AHfG16FiMPU39+pnCdgs0qFD386S1HuJkQj9V+0j4AKVD1ljIpCxGWLgK3WI1ZW2akj+Cr7pM24fIGYsxRTKsuGldBNKj4Uzw8YFfR5YbYYWo1VpOWUsR4COEQtzs4HgwhYeNqbfgS5fW+EqG56joz4bjlTGMGIv0c7Gp42Kz07uTnLGYFO1YMkmrzNKQKQQKGgo+Loeqd+H5NVZkruFI8beoShxfurj+74sZDCMIKkg1zu7gECfV5hXi5kJktJjP4pnqzhSSgAKgqRY2NZYZF7PbmcYPGiwKFrNDPkAgPTLmQlRhUvUmKdePEzc76Vc3cNzbzkHlMf6s4818ZvCfqdSP4npVWhLLw1YWKtOVfac8t98nOlMbeXvLZfz7sU/RmdyALT2qcgrbL1NUxxCE767hzEQEnYDFwSKuu/Aod4xezY9qR4mZ7QRB1CoMHH5d/hbZ2GJcv0pd5hlkmsXBBormCTKxhUyWd0bA9iAiMgAymCNuGsZZ8dewLtHCN0f+7ZTrdiL80/9UAgchGD9rLOSgfS9xvY1KsIwRbzcA6XhIRAgnn0YEurZRlARtyfWUGiewnQl+UdrC5zrO4hW5j/Gr/KcRQmeitgdF6GhqupnAzwiFs4yX067FKXg2lWSdGWWc0cZOKvUBnqlt7HoFVsuNQGiho6oJVMWiJb6CifI2gqDGeHELcyta4X9LnMh6Z268p+cfOK9N8o3BaT5/bIosSUJSzdzn4jevJ2a0sYvHoiQ/TCpyybVcZb2cc9tV/nHwxyHxRCjzyAxS2lQbIRRkNuHszV7GOcp53Fb+dnSmU+95QhmfcwyfvB1WyGv2EGW/RqUx3Gx7hVUB8Yyt41k7qNkFQwiNBdnLmaofIJdcy0LtbK5u6eOG6Xsij+gF3Fz5Mi9Lv5fflL7aTCB6spcwae8nCCpkk2uZquxGVeKRMHIFVaq8fdUJFsTP5J2lR0hY3WzQrmJVIo0iwMXmaOl3dNHKnvpxPC9PS2oDa9jAaxeY/PdxlwHvcfzymUxyjIYzxbD/eKQBF2okWkYLh50HSenXc2b2Hews/ZTDMmg+izCZDqMttYEzlEtx8Hmo+AVqsTyKEmKXXN+i4UxhaFkMPUW5dghDb2VjS549xTak9JrVFtdrRM/N4r2dZ/K5sSLlqFqlCA1DxtClQRKLlRmT28sZjgWjDBcsPL/BNZkPc3splP3IJlYxXvO4LL0QRcCJ4UebG83QTWQu/Fw+TZbEikSvZyEXTx83J4kArjfF/vxP8Xk1qrIOTU2xq3rrKZuZ2W7LRPEJkvHFSBkwUngAgLHio0BAzOyNRHYlB6t3hSLEtYEQ1kJYjJiV/rqr8Tsu1F5EIXYWx5UjZBMraDh5tjjf4FHpUHA/ys3vPsH32uL8y7Y0vg0ykPiTNvVRwVg5yUPjLinZyutb/5KfzXyJ7099ObT2Uo7QnjqTyfJOpiIM4gsJQ0nSahoIRyGt9XLYfpChINusfILK2pxKZ6pKm7GCNu0ynih/DwiT6OPuVv6s568o2gE7vKM8lf/RM59s7jOO3lulEXYlrs19mFuHDY7kf/2Crv8PjWclNgihY+itCKGQ0NqZqR5AVUIbED+oMVM7yHTjEBu0RXh+OaTjB1UMNUnZGQ11vKRLyR6m5k5xorqFmjeDrsXJyHZ0zHnaYc8eAQ1ZxFCSbBRnMObtY6K2B89vhAmJ0Y4QCiPiIJPyGBbJ6AZV0moPKjpxvQ1NmDjUyNGNlGFroC21gUpjFoCpULAHwiqZtpBp/1hY7ZMeExxDFzE64yHGQ5vjmzg3ZnfQKjp1woUhayykRfbgUKcgxhhVRnFwySkxPAL6g37OjL+G9tR6TBk+E1Ux2MjmsH3xB4bn1zhSurMJpLXdqcgmKsTyxM0+6vYwMaONdn0FyqyFlizRENWwuig9BpVBivWw4tavbCCr9BDTwpZz2ujDkBZVe4yp0na+m7+d2QXXlw5tyhLKjWEcan+UewIYLW7htplBFMVgqrqP7cE9lBsj1J1pPNlgrPwkmjDwghDorakZngzu4a9uXc4jzh4MLUOruZy6M4mmJknEFmJoKeJqKwmjg7pXwFSS2MKmQ1s5J4ELd6gpq4eEtZie7MXo6nxdry2lb/Cdia+QiC3k6fT7EN92egb0XNPs5x+nYkeCoE7Fn6DaOMFkeTt1SuT0hTTcmSh5c9C1RCQloCGEjqWHLZWGE0q4+Lic3T3BUYbCqq2WJma0IaKJ3pU1HFnD0FKMKicY8goMK0PMKONkg3ZiegsXZT4wR0dq/rVK6fBg/UfsEzuiqnCS9sTaqJo0u3kJv7HQKDsR/f0szkg0j6cocdZlIa4GPF66gSeKX+fhxs8w9a6neSPPLpICQ01QqA9GrDnBitxr+T/913J+h0rRFSw1LqYtfSYxo5u+7OVN8o1A5Q2tf8YVqfc1yTUt9PFE8FhTo2xuGHroRTl/gfC5q/YjJD6m3k5vZnPzuZ4MydNtnsJQwyrQnAXP8/Lk7WOsM1/KZ5a8Al3qfGXi50xEyvQLtU34QQNb+gTSwzJ6ODv7HvL1o5RqITRkg7golDnypsmX9yCEwQqzDcP0WJUuc1HyHdTsSYqiwM/Lv+Hn5TuZtUQbZozWxMoII1pnF4/xfwbvIy0zdOlrOFC9A02YJGP9xIxWVDVBV2IjcbObQmUPgfSYtuGza8Lq+nyF+nAMdGUuotQYYkQZDiWchMml+oWkrT4URSdjLULX0qxKvIRV+uUIYXBh/E0Yms/38vc1K2/znqRicdPoOKPFLQR+DYlEQaFVZjkunuKu4mf53InPc3XqPfzTsm7e1BvaiBVlA0NL05W5CEnAHY1fMln38SWREHoYmcQqVHXuuJ0bAlWNY2iZaIw+P6b+4cJtPFmc4Z2dH+QlyXeectyLMx9A01qQeJRrh+YkNDArmVG3h5rjR1E0zlevAuDMxOt4WepP6UisRwiD9vQ5ANzv3MaYMsL52hkh7jKw0SLf8rur3+X2+xeSbqnzjiUVPvqb5TiHqvzwtiW845cLmLENSr7NcLCbm/Nfw/OL9CTPZm3uTfyf/jM4T72M89Pv5k1tH4xkQ54fkU9Ts/xl94UsSCq8NL6JBcFSXhJ7TbNjOHu/WyZtHhjpYMY9xpDYH8ldnYzBis2Lu6E76I7mquc3/85KO72p/a94ZZ/KtyZ/wB9P1/X5xbOupJnEsqZUyGT1JMk9YXRg6hlcP9wd3Vz4FhD24QuVfSiKiRAaRjThQ1jhaTgjWEZLyCTUdSblMRTFel7sVCE0at4M7foKBoIJDCWJo5Sp2eMoioEpMiwOVnFcOUIgfOIyTUGM05BFdBGn5k/Toa5AkQrjwUEWi1XUlSopLSzlLoufGxoT6ykW6xdQo4Qr63Qpq5iQh/H8Oqqu05AlFsm1OGqF4dKW015rpXGCmB5jXDnO4mAVFVFljKOUxQwp2UJFFDjbWMqhRp6JoISOzrASEjNUqdNLJ17munBiyP8X4JOwFlNtDPD7Vm760hcyVT+ADWHyqoSJTRA0WBu7mope5KB7Gz36esa9fRhKEtsvUa4fZ0ZL4ksHQ8syXH+SlvgKFKEQl3FcbAQqupqg4ec5wmMkrR5m3Il5oFJLz3G4cjcJq4up+oEmcP4PDSkddhZuRAgL3WinUD3crFoUasfQtSTlxgi+X2m6MAyXH+dHwc9Yqm9mKLBpBCVUxSKIgLq6lqBF9lBihEL1II5ZptXqY8zbF7XcQluWNbnXc3V6OaYKpgr/OrC32aaevbaO5HqmaweiiklYRRJoIDQsow0/cAgCJ7KycwFJb2YzAEOFu1/IkzjlJ6qaQovaMEKYNGSRifIuVMUiZfWEwP/qIbLJNbh+Fder0hZbyYR0aTijSBlidv7+8QvZX/pCKMod1GkoMXrjmxgXe1GFTsUZZ7V+OdkgwZiYZMx9irjWgqpo9Mg1JKTBKzPv47bKjSH7Uhjz2kh+4JBvHA3Fdt0ZSs4Qppp6GnYT1hpXsd27GSeoziOjzEYQ1PibQ1/D82vMumnU7EHaUmexTnkDW+o/nSc/IoQZVYShJREm6O1BF29bP8D+4TZetOWGSOC5m4Y7zbAzHmFxw0rK98f/A10PF5zu9DksVXrZPfO95vHnSieFiZ1sshVnq4E1e5Ce7CUo6DhBhd7U+UzWn5pnJXa6d6soJqnYwqYdnEBD1dLUnWmu6GrnFauO8fnjOsXKfiQ+MbOXmiijqnEedX+NlB5xs4NJcYK6PYShd5Awu1gQj9EvLmlew+LMi9jlHOeld5lUxAiHy79FBg12FX5A3Oqn4U6TTHewIfV6Fint6IFJUR3EdoskjU5q7iST5hjjzl5y8aUApI0+NGFiu8Vm0iqERae1jgNFm9f2h+zUyikaYYKKE4pCHynfg568mmxiBQ+4W5gq70QgKAoNKW12l25CV9MgA/5mpcFAUaedxYyKx09J5Dy/EAHrYbYFfrZ6Bd2Wyb0TjwESP2jQYelkjRpXZkr8YORapAy4Jvl27rZ/gaVlGS9u4aeNEaxKbt64LFYP0pJaT7F29BSpKCFMOpLrGC088hwVqGjuiDB8UjZ4rPpDLmr5c+6rH4qki8IxJYTBJW0ZHq48/4pW3R7iNvs/Ackh/2F212eIGW0kYwu50ryKnxdvwHZn0FImf72hk+KOa3hU3EnNnsBFYLvj/OiYQovRxYJsiR8X7qbjtlfREwu4rfxt5OF38WjjpnnjeoM4k0u7DN54xSGum1bYfqibJ/Iq/5T5c/7vkc83bRlDt4vTh+eX+dRISHzpSZ7NaG0bpp4JdQnRSMWXUnemub30NX69s4LEI/+0YxSr+7iNfdxWCPFtbakN/Hnn1Xx25Kan6dLODykbIDWW5l7Omxe5/HLYfFqy/L8Tz1qJi2stDNWeIF87gudXCKSDriWZKD1OoXqQmj1Ov3k2vclzmGXhmHp7qKOl5UgYHfTo6+nUV6EInbgZiqxqaowxDmKJDEmrB1VN81yZt64miWstONRwRB1V6DhemZbECrqSZ/KW3Gs5rhxhebCSQHr4uMRIkxBtxEijKzHy8gQlMYkTVFFRMGUMH5eiHOPJ2k0oioYidAoinHTK3hhdsoNS4wSGFrY+21jAvuAhfOk+YyISBDbHxVPESFPHZkoM08US6rJIQEBvsIgp22FCGcIVLhoKbUEHDnWSogNLObkL0LUcutaG7RUx9PanVRSeKU59lmVvDF2LszB9KVI6tCXWkLR6iJvdHA92MVB9CCk9TthbSWpdtIvF6EoMzy9juzPk4kvD9kpgM1HeQb5+lLwyzaDzOBV3jJTWheNXyVeeCkvyTwvHK6Mq4cQdEmT+8DbirFuAQEPXQukES28NBR0zl/HOjvdEEIBQgf9S63UYxJHSw3aLfPWMBO2JtczUDhI325utV0NLMSNG8Pw6mpqkN7aJEbmftNaDqoRVslR8GV9c1cO/veMI1y+a5lg5aLqYzFZrFCVJ3c/jeCU0LYumZgCBrreQsHrRo0pER+oMElZ/U2i6g8VM1Z558ng+oappVqVfQb52hLW5N7EgexllZxTPD9u4IXPzGJqWJV/ZRbU+iONO0S9nRXvD9+P7JX5e/CFaJEuiKDEa7jRtQSjDM1J4gHLtCAf9h3nU/RXD/m5a9MU4foVp/xi2qDMpClR9F1Ux6U6fRza+hJNjVGV56ko6Y+toS64lHQ/xJW5QJ7RPO/ktPF66gQvjbyKTWIUQWlQRDZOlWVkXx51otuBmF8Wlynn86vXj/Nuyd887XsLqJWa24wc1JkqPIWWDLZXvcmS0hbKr4/llgqBCuXaYtuRaVMVCUzPNarZENttYCdHKVAR7EMIiYS2eV0lSoirtxen38daOj5JLrm3+vxXyLFrpQxKQFK0oQn+ahMrTQyADB0XozWRWErLALSPHtpk6X9i2mIP1u1G1NNnkWhrOFB1BKNNSqh1DVeOU6sfJytClxg8aaIrJRMOlUy4mF1uCEBbLg5UoKAQEnKOvREqH1tQZpBPL6Yyt48zU9fQFSyiLGZ6SR9hZ/ikxo42u5EYcvxLqhMosjldmGaF4tBvUmG4cwvUrtMt+suYiFmYvJymzNAKPwWqc84xr0dRs5MBhIITB8tx14b1KHz9ocMx+hE59FaPlJ5gLE1HVFEFgY7tjXNvy17zo/ONsWjzK+/v70dTkvEq3qqaj9Sd8rkLoCGFxdmuMdy6p0Z+5JDqnS972OVCOc6SU4qDzAEPKYe5zb6dUOxLBcCRJq4eGM838So5PpTESwTnmh5QNRgoPnNJebUudhaZmm+Pa0NujBO5kVdbzZvjUsU9yuPBrkAGaehJD6QSc1pVm/trw9GrTLOZwLBRJ11qp25MYqiBmtEUbI4WSo/OSXpPXpF7Bxxf+Ca9r/Ti61sqkV+MjT5V4/yM5Fmvn8h/Hv8mnh57CcSe5Nf/vT9uYwK/zn+GRcY/jezNMTyS5fu8DfGz/P/OJI5+LbBkfp9Y4ccozmx8+48VHWZK8DIsktjsWskJlwKWZP+eveq8Pfdv9wvNq00rpMFnayg1TW3G95y4uJeOLue2cLobqBt8c+8Jz/v7/RDxrJS4pOkjE2xipb0eIXLSoxYibC/CCOp5fY1/+JmRzQZbEzLaI1q9QqA/Q0IshU1U1CIKodCs0CvVBFCV0AkAGtKQ2NA1pTxeK0EmINgYrD3FO/PUUxHBTv8WTNrvLJVBgRIzTwULyYgIVHYB8cILJ8k5CsVWFtuR6jij7qQd5as4Ucb0tVO83evCli0GcNmMFA6V7GUtNkDJ7m9dRF1VSWhfHC/fxzImIz3DhXib1Ds6NvwEdi5LIY/slJoVNr+hiWpZxqTMU7MaTNimti7XyDCZlkZrwKDDCTP0QcbOdPuMsjtbuR1cTrI+/nscq339G389Zw2c/UvmfjXwlZMKeqb0EK/saJrwDlGoDkV2QErVX2ugzz6JBhfHgIJIAXcthaCn+Y9FV7C2q2IHky8OfoW4PM6hswdIyAEzWn6InvolyfRCvKSR5Mjy/1pQbmU/N//3D88sIBIbehuNOYZldkVF6lRb6OLc14LtTOkLoqGqS31W/g6bE6EptYrT8BH+x02OD2MSj1jQxNUdMa+Xq2GUcrBcokKeht1OuH2PSPYimmAwWfgcoaGoKVTH51UiC9fsUlq6YZtc2m7o9jEAlm1xDpTGCroa2UVL6dKXPIiZySAJsWWG6dgBF6IxUtjY9VB13AlVNs6vyc0wtTPjmj7FnlhN5eqiKxdHa/aRifTxVuAklEl+GEM8168jxysx7uLXwlZAxisfDxS89TVBXYOoZ3tn+Fh4rTfBE8esYeju7nd+iCI339PwDPyvdSr6yl3R8GW5Q5xJzA7HERu6vHmZzbBm3Vu4kJzaz3HoR+2u/JW520JY6k6nytqjNBN3BQsYUhRn7EAtSm4nLNL2Zl1ORNgNiL0OFe5DS5sHKt/H9ErrWxpLcdRzK39pkVBcqTxdDDZ/XXudOPvDLN7IsLWhJrQ+t0BQjlDN52sLq+yVevuNBFKEzmxhoaoa42kpJjYcbEWBl+mU8Vbgpqn5IDuZ/xkFCiQFTz9Jwp5923PCbeKJxMwGvphDZiQk07i9+kdCrM0WeQ0/7tufLUzR/qlgUa4fnVXx8v4TrJXmYX7Bveilpq5+qO47n10F67PXvQxUGUvFQhUHC6qJDtiFQ0ZQ4V5pXcXv9V8S0LPn6URZmL2djNs7PC2VqMs/SdB9vVz5KwfH4dfGrOF6ZdOwqSqLMlHuYhdrZnJ98G0/UfkpG76NP3UheHMYn9NceU05QaAyESbo3jUDFw6dbLqODDHvFHga9J9l3tJN3tW9mt1yJG9QJjFaEUPl4/2qenFnLd6a+T80eplI/St1ajiKMqD7qIYOTC7WutfHupRLz7DZ+/tk0nxrajetNMWvHFj5dJZJwgrB1HZJWJuqS+yaTTM7ZTPUldbbPSLZUJynXB5sSEkJYTJaeBKBQ2Qf4xM2F1OyTLb1Qlst8Xl0nKV3OUC7lSatOMWKwh/jP02sTzv64OW5kwM6ZGqXawLw1ILxWM9I/TPKq7Af5VekbTYygosSRgYPrTbM8dx3Xt6zjvxoD/KLyC0qRPNJ0dR8f23sWY8pTYSI+WaUtsRpVMRhQDlLyRtjbGENTYzScEQaCBzgv815OiL2MlbaeIpJ9QB7n0scGydcON0lefkQKmotdfa5oUGG8tovZb17TsvQYCT49/KPfQ8ZMPm+XhUrtGNc/7jIc3PF7+67/ofGsSdxg5SEAfOmQtHqoNoYjIGqJwK81S5WdyQ1caV3Ad8Y/RaGyF1VNhfTwaIEPpEtC66BQP0atcYJEbCEpq4fp6gEMrQXHnTpt9WbehaoW5WCCvuR5HPAewfbDyo4b1GkEBXYr9+I6VTLmAtbIs6iLGkPONlZpl3Gsel/z45GSJo16NuraNMiASuMEoFCP9aMrMYTQOFS7mwWJC5nxjtIISjiiwlhp6zPimeZGe2ItA+xFRceXLr3KenaXf8ZAuodRdzeWlkUROkEQ6tjtF/toUGQUnRb6SMRbGbN3M+zuRBE6rl/lkfo3SVi9VOqF05xRsDpzHQ0qHMnfetpr2unfwwo2MynUUITVHqZugyQgCBwmvAM0vJBpI1BxvTyK0Hj//htw/QrrUuFueNbHUogQc1h1JsLqp9GJxMf1a/NA/iFwtxSBmV8o3ut0ITD0VhJmF2m9h8H8XVxovZ6B+BHG6rvYXf4Z795VQ1HjYQtUBsStDl6RuJZ77S1IGXBYPk7dmeGn61/DJw80MFDZ2hjkuLeVXmMjPWIVE2IbxdpR0vFFdGfO5wzO44g4wnu71nJN3wTZswTepOBN3d0ccVdRrg9SiCZezyuA0FBVi4nyLnQtSUtsORIfxyvRkljBKvVKTgQ7ydfCMnwQhFT3d3V8gJ+WbqFcP46qWMx66fpeCVVL40VyC88UrjuDKxTqkRm17zvMTZ1flPkg2/27uXk6JF10pM9jodjIrtqtbI6/kT3yESZLTyIUA9evsqklYF/ppHdpSFaAaiJAV2IYeiud5lpcGvwk/53Qdk/PcEL28SLjCu5x7iKr9LMyfiUARTHJFGDprRws34HvV+hIb6I3dS6DpftZkn4xxxniYPl2Zu3VulKbGI7A2a43xeH8LwGf5dnrWBgs5K5nULSv1I/w3fq/kCgu5mP9b6XVlHxq+AkaQZGJ0pOnkAbKjREMPcVsa83Uw+S74YxGWmA1Rtzd0SIjmgsjgAwa1O3ReYSDk6HiehVe2pllr7+GfGVX83cMvSPUuXzaghNWhkJ82MnrVE5ZnDvS57FOXMhW9zZKtYPEtBZ0JU6lPkhHelOTPacqJq5fwdBD3OfvCv+NxKc1sYKGH5DWeyi6Q7y19Z30JQS3T0zTQidDjcc5WLyQkutyb/2HERbIY8jfQZu2LBIGh93uXcTNDobLjzNt5EiY3ewt30pP6lyqwTTnGq/k0eAmpMwQRDIzq3Kv4Xiwi4nidqwIfvPQZJkrrRdzV+N3lBpTdCU28rXBGYrKNDE9R92ZRFXiDJe2EDc7CaQzr1UphMVH+t/PxWsPM/0rlf8cKHOkEM6JIpKPAjXacPphNV9vwdQzrNIv5876k0zlDzQTMVVNUPckfQmBUwtJTbMhpY2utUbJUJh01CP/3dmYZfc/n0jFlwCRvt8cdvPzDYnHHcVPz/vZ7KZsdpy2JFawKqvzpDy76Rpx0gM6zlWJtXxn+mGSZhfjxUcJvwWBlB67G7ehqgZLzYvYWb+RkpOi4YwwKgN0LYEX1OhKbkTKgIY7TV6Z5DLtYiZT55BSDW6Z+U8MvY3X5t7NLuc4hfpRLom/mXurN0TOHuOsyr2Gc40VfHf8X05zh7Osb5We7GZGCg8ykL8NIayIJDSI603zk5kvRNVwQcJaRKu1nOOFu5/3e3heITR2FL793L/3PxhCSvmMo6M1fTat2hLG7b1N26CY2RbuDmSAobfhBTU+0Pth/u7cATbcdSh64WAZPaiKGarjSycSL6xg6i0oQkfX4lQbo7QmVxNIj7o786wsNk3NkootoFtfS0EOE8iAhl+gRV9MjDRDzjZyxmJm7CMsMTZTFQWK/jBJtYNj+dv/QMpvWIKeO1k/V6hqmq7UJmy/SN3NkzS7aFOWoEmNKY5T9SYJApd2cxWSgLw7SLkxhKGm0LU4dWeaTGwhNWcqpC4nzsGWlah1QCgDMOdaFCVJ3OwkbfZSdkapNkaR0iFu9s7D0s22YztSZ1H3pilVD2GZXfTFz6XoD0eyKZAwQ40ix69Srh8Pzyk9gqAain0GDToy55BReqnICdygTr52BIHCPy55P51WwHt2f/o0z0vFMjojZibNllgYz3+iMvQO3tH+Z/y48FMA+s2zeWfXEr4/OsyOwrfR1GzU+oSu5Eb+tvdsbjpR5U0LE3z40I+o1I8QNxeiKBr3nvMyMrEGXX1l/u7OZWwv5UlicUg5wFDlMboSG1kkVzOsDPDO9g0YCrxr41FUI8BsCTAWWPiTNu/61hJSusKPi7dguwU2Wa/m4eKXm1UWITQC6TQJNYH0aEuuxYmYd55fp2aPEwQVdK0Nz6+EjMPMJbTIHvbVf0vdHkKNPHbDhf104zFkLSbjiynXDnNe5r2MK4PM2Eco1Q4Coehpw50kCGqR/qJCf+YSjhfuQdeyoWes3kKxdpQgqNCePoep0nY0LRu23tQ4jjuNophRpT2OqYWAdscrsC7zOpIyTQwDG5djYhdncB4DYpCuoIcHyl8/pSqhKElWZV7BsLMDIdRIRPQkZOGZvr+PL/kE3THJh/b+CyBRlGRTS9LUO1EVk7oziqJYtCfPoGwP4/pVNCU2Z7ENnpbMhTIjoKBruYiRX0FV4pGOXSPC7PkIYYaabFE1M7SOCqIR7c07ZsJawCMXXsNPBlqbFkXhvYXq8bPJgZQOueQZGGqC6eoBNMXCD5zo3LMtNT96bnE+v/qv+OlQiYfK3yJudkauJOH9LE5dxnD9SXLWEkyRZLyxBylDYLquJag2RkNJDa2d9ZzNDvkohojjyBqF+lGysSXUvWlyxmIWBSsYUA4yWtlGyuqJ5DMGUZQk3elzqHnTJLR2FFTGqjtCvKdfoTd7KTU/rE6mtR4262dyZ+NOdCWGLuJUvQlMNUMnS2mXWbZ4v+Eq6zp2B4cZqD6E59dIxxdRaYzQlliFG9TxApsefT2fWLyADx6+hx5lLftrv6XhjCCEwQ82/jUvWjzM3z3Szw1jp0sGTspozEIw1rMRR/rcXf5Kc3wKNLqzF/Ly+KWkDcEtxZ2n2SS/MPvA00dImLk48wFcPB4tfhlDb2d58sqo6vtcHYyTbGVNC7UVZ/UaP7H0o3xl4o6ogKGSSazgXO0a7i5/7ZQNAYTz6yxUYGnuWnKyg62Fb6Oqoe6crqZx/QpBUImwnzY92c2MFh9vVvoWZV5Ee9DHU+7v6DY3cKK2hdWxlzLgbw2tO90ijldAVeJ0JjegCZPXpM/GDiTfnf4pgfSadmrP9LxyyfXkK7uwjB6uTLyV20tfi+YMGf2GhlAs+tIXso6N3Fb4DH+sJC4dX8k1idfyk8n/+F+RFJGnIeXAc2DiCtXDHCneiSRgUeIiUlYPmjBoTa4DoeF4oWzDN8dv5N2/62K8+Hh4UCWJ54cK0HGzA1UYTc2imNGGqWdYrF+ApsZxgzpO5ILwbBUaQ8uQ0fsoyjEEKlV3nBZ9MRpmiCXRu2gP+smZi3FEnYxsZYO4iMHS/X+EBxwyLJ9vAgehXYcdLUAJowNV6Ix7+yiKScYrO0OihGI2WbRr1Eu4KvknLIifh+vVkDLAVNJoqkVv4hxm3GOMlp8gZrRj6a1kEstOnktJsjpzLS3mUgyRDD1RhcKa7OvojW1i7msOgjoJqxdNmHQaazH0NtJWPzWZx5N22CYP6kxX9pFRQhV9XUti6jmUSOlfU+OoahJdxCkGw1TdyTBJ9/J4XoGvTDzMXxz8wTwtt9DaqYdPLPt7/MBBCA1TbyFm9rI8d12EB1N5PtZbAK5X4pfVeynXBynXjpANcnxq+E72VH6BoiRJxvqwjByB9Ci5I/z8RJ0jyj50IWm1lgPgBXV0NcFgNc7hfJb9hzpYm5EMiL1sk/czWtuO406wjo106wmGKo/x5Yn7KLlwYKidWKdECEBXmdwbmj2vycKV5ivJWIv41HqFXGodQqiRkLQXJd8Onl+mLbkWS8lguwVa9aUoQmtarLneFFKGLfGB/B08VbuNltjy5thKWr0kY/2k4ss5nXVPLrWOamOY2cnMINwYzGKoavZxYkYnYduigaW3U/fzyCjJbI+toe5MNVnEU+VQmiSQoe2Vqhik48uiNm2WdclXoWsJsvHFdKTP5Li7lePiKfbIR9jj3c1UdT9Z3aAn6OWYMqsDNf89B0EVD5c+46xovujmQwv+gde0/i0ius7TxVcnfsH/O/6b5r0GQZhMqWoKXUvgRK3MuNmJIhRsr4jrFVhvXRNWjuV82zJFSRIzu5ltnZt6JkyaAyfUNpMept4V3YGKqsaJm50Rhi9MwIRinDLvKIrJn3e/lWy8wT9cd4hLzVeF70bvQFPT/PPyj/Li9AdRI9uxlNZFsT6I5+WxnQlcLx89g4C5laAgqPGPx3/Dg6WvAQHV+iBpq58VqZdg6hkGKw9Rd8YZKz/JhP0UHdYaVMXAD8J3/bLMB2g4M4yVn2S/2EupcYITxfsYL4XzeT9rOVu7Gk/aJISBK+ucFX8NbdoyHL+MINxonKOcx7vbXsWrUhfSxgLWJV7JgvTFZJKrUIUe4pIr+1kr1/GmRS7lxjATlT2U3JFwHQgqHGjczT6xi6yxkDsbt9AV9NAaX8lVqT/l6tjL2BC/jlenLmW1uJC3tbyK1qCNTsvmLOUSHFGnP3E+CWsx7+j8KIGEf31iAd+b+vJpx83svB5ubBVa6KMrZnB/7XvzNhiZ5Co+1nMp26sT/LjwMEcLt5/mWM8vMZhrlwVh8q5rbRE84OW8MvfX5JQYtrCJmws4I3Et17ctbbJAny1MvT2y1oIXJd7Je7r+ggXZq4ib3TwyWcVQkqhqmmxyNZXGME/4d5wmgRMszV2L652sanrYHPEeA3x0Nclf9P915HpiIERITFyffRMxkWNZ9proZxUGivfSoaTRlBiHi7fhehW2FW4gqXawWL+AhjMaOaWUGCrcx2D+Tr49/Quu7a3zvs4Qy2ZG1pxPj7i5kI3ZdzZhQo5X4p1LBcvSVzV/R1XTfKD/4/zd4o+gCI1Hvd/yx6vCqfxV7/W4QfC/ksA9WzxrOzVUaDfw/DpT3mFKjaGQNBDtSCHEJTXcaW6zP8vsAwqCKjLCIdXsiQhvlaPuTOMHNkHgsd/5LZ5fo1A9TMLqRlNiz7rTcPwy47VdqIqJriZYYlxILgjNwEuiQotcz7bGrfTGN5EI0sSw2M1jc4x+/3fDMnIEBKS1HupBnrXyHA5qe5EE9KbOxSCOj0tr0MaQUqIuGjzlPUBMy+L4ZRakNtMa9KDoKh42ca2VwHKp2uPhrtyxgXCnkU0sY7CxhU5rHXkvLP8nzG426ov4wcTTfRcllfoJBAoNNc8Z8WvZ796DqpjU7Ak0JYbjFfnnZR/hkvYyr90zjK7EyGmLGPQfgoCmGGi+cZS6M0lP+jw8GbZfEVpkI6Ng6l1IAtJWH9OVp/ADhwtb6/RMn81g/g4SEYZq2jtK0urB0VJRNfa5K3K6lmaqsgcpbYTQeazyfVKxBRE5oZOsvoCKN4ahpcjpC8nLEnU/z/cHGuTdkO3kuBO47gzveKrKYvNC4jJJgipTtX3EzDZstwDAbYVPRTs6g490X8pb1g4wU0gwc9igdZXD3lssbhps5Wcz/85d9grSWg/jpa28bEeJfGUvMbObjLWIseLDzOKbVDWNG9Qp1gexjBwT9lOkjT586eL45Wa7dJbh2BZfTVzksIyepiCzQMGVdV6fuZ7vT30TU8+QNvqYqu0L8Y5RJfKx4lfmjMseGk4onHqS9SWo2YN4QT0UjJVOyGR2Z9C1NPg0Eyjfr2KYaYLAQzNiWHqOpNGNI+oktU46WExZzLBOu4AT4jiOGsNSMgihss8dIhABZW8MQ8vyhpaP8N2Jz86peKi0B2FytER7Cfs5xM9LDzNWfvJZJ8rZifzp4ftlgiCH79dABtTs8XAO8mucmXkb56Xb2dUImZuhIv5sElhHV3vR4ktCIHftALOkDkWxeEnyT7ij8s3mNXneDCVvhrlA8StT76eKw6OV70RtPoGuptk2U+XM+5/krbteyYYWeMw/D9svsUa7nD15f57rQNj6OV1F7+nfh6DcGAEC2pIbmCht5aWxK7H9gH32LQRB+I1kE0uYqe5vWsJpWguuV+X28jdIWj306Jso+2OsiV3FVvubgMTQUhz2H2WFupleuYL/u8Fmxj6bdx14jKoziSI0erKXE0iPXexlSz6PpaQZrjyOplr0x8+nXV9BQmapKnEK2jGKssEPB1JkYgvDCn5lP4aWxVVqeEEdUySZcg/Ta2zkxs1l9k6cw0cODVCwRzBEnFvKB3Fkhc7qlQyIfXxi72r2BPcwU96BEAZLsldT9yVrsmW+cOy5FliVjek3YUqTGhVunPgick6CrKppFmqbuH2kwT7nd6TN3mddpzSt5WmC1vOjL33hPKP0uclZwTuBqq9jWUZHFNs4YXawWG3n4YlaUxj5uWKz9Vrusj+DpWhsyEl+W9Oo2aM8JH/SJBYUKntQlCTF6mGeLppt6O18rG89f1nf1ZwfhsuPk40tAmBR4iI6LMjGFyNQWCcuZEQZ5ljjESr1AVpS61EUA99vEARV7qn/lFrjBOnEcq6yruOgP8zOwnc5Pmdu685s5irrEm4c/zT5ym6u2TrCqzJ/ylr9xTxa+9LpbpOW2DJiMoYQBsnYQsq1Q3z48Db+eeE5/CuvYaj2BIae4lsTN3BN8q28NnM2Xxje9rye4fMJVU0wWpPcY//mj3bM3zeetZ0atm08YkY3Er9JTPCCGoFfQ9XS+F6JnuzFjJWfJJhlZ0VVB3UOk1IILfQmjVhXszgPTY3TGl9JoTHwrFTi0OA4lEJoN1dRDaaIKWESl5KtlMQkZS+0+8rofTiywkRlz7N+UKe5Y/4YmbpAoyNzDkmlg7I/hhAKaaWb0cZOWsyljFd30ZXciIZJTnZwPNhFSu0i7w0SU3OkRDu6NAEYC/bjS5eVymYGxW7KziiWlsVQkgwXHsDU2yP8Dvi+Q80eaqqZhxiie5/xGtOJ5SzVN3PYeZCaM0ncaA+B926Rf1v2Z1zcXuKl2+8P23zOJJ6XR1FiXJR6DxVRZX/9LhpuiE2RBJhaZh5gfLZ9nrJ6KdSO4XpTdGYuoOEVqNrjpGMLqDtTGFqKqj1OwuykVD2ExOOyzIepY/NY8Stck/0ovy19MVShn9PKrblTzFp9CZTmotEV9PJE42Z64ps4WriDNdnX4GJzpHRn9JxKxMw+6vYopt5OW2I1AoWJ6u7ISmc0rOKoSRyvFLXmPBQlTl/6IhbJ1fQYSR5wH2SZPJNtzq/5yfrX8NkDHvdXvzNnzAk60ueG1ZSgFrU/w+9icfpyjhR/G7YiFYuE1c0i/VzG5REUoTBR2ROJbU6jqgksvZVAuqyNXU1eTNAbLOLx+k24foXO1EZK9jBZcxEr5BmURIX99j1Nunu4+w9oS65nsrwdKV2SsSVU64NRchCO+0xiNTV7Eteboi11FrVo0xWKsbZFvqZTocilGrZAqt5kM2HWlDh1b5qM3k8bCzClybA4RNkb49WpV/Lz8i/JV3ajaTmSVg/92pnsq/xm3jeaTa6j0hjhquSfsCZr8emBf+YPZzKHrENViYNQ6Eiu48ZV55LQPPaXEnRaLj8e1Pnh1Bfm4KoE7emzcYP6aQgTp84TQlhc3/ZXFFyH3xb+k2RsKdem3kDWUNhWnmFCGeJo4Y451USBqqaIGe2h0n4kjXG6e30msd/Zn1tGD99c8w7ef/BmPL/RlFUp1I7SkTqDVXITM6LIEefBqF0f4i6FMNDUNBck3sy0MsXR2v2krX6uiV3BA/ZuBssPYqgpGpGosqYm+Y/lf8ZoXfDV8Z9Qd6Yx9QzVxgkUxWJR+kWMN/aEup16G7qI00ofKjo1UeJg8TbOSL+eQW9rOF+oKeruDOX6IEIoEfFMQ1PjaEqMs6xr+Y/1KvdOpPiPoR+hKTF69PWMuLsJpEvDyTe9rGdB5brWxr8uez/r0g2qvsqdoxpxTfCFoU8jA6fZqnysfCNBUCcdX8al5qvYy1OMVJ/EdkNXltmkWdfaWJt8JTsKN7Ak93Ly7iCFylOn3VQoShJDS8+TsZkbMbMP2y00q1+p+PKI5FEgGVvIvyx6Az8dzjOkHMYkycJgIQviMX6c/8Gzro2zoalZLkm+k3uKn0PXWrkm9Sf8qvh54mY3NXt0XnVRoJGILYzGw6wricplmQ/Sayb44cTJFuGsu0y5dghVTdOXvpDB/F0IBC/J/iU75KNNYe7ZdVrKoNnmTJpdJLQORspbQ8xr4R6kbJCOr4w8ck3Wpl/DnuJNIckuqAGCZGwJS82L2Fv51SnreCq+HEVolGrHEEJBUSw8bwZT72Jx8hLG3f3kK7uZhVf87rw/Y9oxeP22/3pBHbVnis2ZP2db4xenMG7/J+P3aqcGQR3L6KDhTuMHDoqikYsvQwgNy+wKDyoUxsvbQ5XrqM0GkIwtJBnrC/WvCNDVBOn4EjQ1TltyHYaWIhnrw3anGC09RkzP8WxtNEWxUIUeMq2A5ZyDjkWCHBmZw5M2SbWDFn0xCXKhBMgLSuDgjwl4dIM6SZlFU0xsv8xIfTtB4NEIiph6hpo/zYx7jEPuQxhKMnxGSow2FtARdFMTJdplG6owSaodHJFbafglWsxQa6loHycdX8aLEm9FU2J4fp26M46qJmhNrkZKj9HSYxFg+tQWpcSjVD3EQfteeswNtMSXoyg6pppiWfIK/v7Itzj/oW+Qr+ynVDuM71dQlASKYvGi9gzf3WTQG9+EoWVJWj0gA2J6DlUxaYuFbgCW0UbS7EIVZmQ9JRgvPk7dmSYdWxAm5LE1pPQeEmYntluM1MIFk8okq2OtCDTurn6X/swlvKrlY1GrymK6egDHLYdsWC+PHzRImt0oKDxp/xLXrzFW34WhZYkHSY6W7yEIGvh+FSEscrEl9GYv4brsu7H9Ig0/H2rdOSOAgpQeDWcUXU02x3QQ1Bkub+GB4uf58eQnGSk8wAPF/6ZaH+S7RzWmxDQJs7P5jENQeviJdaU2kbB6m7i4Q/lbw+RXNjC0DAm9HRWdlNJB1Z3E0nPk4kvpSJ9NJr4EQ0thaCm2lX7AjHuMw2I7/YnziRntjBYeQVNjKKhsafycnZVbIpmDUO0/YXUjhEbDK2BoLYTV2KNzFiI/TGqdaVwvj0Cj7uap2cex3TFak2v40fq38O7O90W/H+D7NcbKT2KqKUreCA2viBNUCKRHxZ+gXWbx8OiVy9GVGD8r3Uy5MYQaySB06Ks4Un8Af45tlRAWxepBPG+Guyrf5rPHP83vn8CF9x6OfYmiWJh6jiBwuMq6hPPWDrOib4qXLh3igpVDfPlVR/jVpveyIvfaSNZBMll6gkJlD5nE6qY80uzzenpYRhvvX15Hjb6zSv0IP5j4V7489G8cCB7GwyZ0xIhHSXXIwgsCD0WNRwvLfCZyzOxDCINPrvhbssl1p5zT1Nsw9A56EptYmKjTYi7F8ctoWgsz1f0oisFo8XGe4gmeqv6aIPDCzoQMOC/zPgytBc8vsSe4nwYVLL2FjNLLrdVfc6x4N0HQwPGK4dyrxGlLrOILozsoOZLrs69HEoQbBRnQldqEh03GXEDDyaMKnZVyA8P+bo7721DR0dUkw8Fu1qqXUaweplA7hqqY5JKr0NU0y7LX8NL0+9kQvw5F0Xii9lO+fDDOVyceDpMN6eLj0qOv5+2tr8PQUyHuK2iE9ntofGzh+3n/ZQe5Z8LiV0MqqoATFRchNK5v/xh3vGucV3W3Ejc7+dCCv+dF5nWkdS3sTDjj4XsQCoqSZG3uzZyXeBMaKgKVhizSoi9G1dJN6Y+5EQSVZ0zgABrO1Lz2ZbUxSkt8BaBQqQ/ytdHDZEScGGmOln7HtCjiBlCzR+cd55lkpvyggRGJdrveNL8qfhEIReNnnYhmoz29CSkDklbvnJ8GVKmz1xmdl6RekXgbq/TLw3P4ZUYr2yDSHnzLIp0usYL+zCURDi/0345rrYCK7UzgS4+NbCQTW0DNn+bqzIdQlHhU4fYJghq7C98DAlZlro1kURReHHsdi0Q3G5OvYWnuWuZWumNaSwQHaHBG+g28s+MDQOiEc6zyAMWo2jz7Xq558kf836MDnM6z+4VGOr6Sv1mePOWZ/v8Vz0lsKNWPowoDU89E4N4GdWeSEAgcgPT46OK/48aZe2j4BYrVw5h6C45XCneZkc9dOr4IKX0aTp50rJ+KPdo0D1cUrVlFekZig9bCktTlxGQCT3gMuzsJApe00UfROU7K6CYmciRllkHvydPSq/+3IhVfHoqVCpWGV2hWzor28aZpelxvo+7O0GWuJyYTdMg2Dip7SZCjSh4pAxbJ1QA8FTxIQEDDydMd38hYfVeof+blSVq9ZI2FTNT2hAmUtZLJ+j7qziSLMi/i6sRGflYOxRBnTZfnhqLEWZC5jEZQouaGhtSWkYu0ghpYRiueX8cyWprPtCW1kZXKZrbVbiZmhpiFcv04LYmVGEqSmfqhkARjtBFIl05jLTGZoCIKzZ267zvUnVHS8aUYapLpyl4svf0Zx4CiJOnPXMRg/i7a02exSJzFE8WvM7uDVBQTVYnTklhOl1hBQYyHbgJ+hT51I7tKP27uFN/e+VEuaId/OvEAjl/Bkw5B4Eaq9T6W0cOnl7+bvzr4DWx3PALU24ASAYfladiHp8p/CGEQjzAqiqJRrh3F1NsjMPlw02onk1jNBu0qDovtjBQeRlFi6GqSlNVD3c0TSBdF6Ky2Xsxh71GSWicz9cP0xjdRDiaw/VLYhlJTOH6Vxcb5nPB3Um2M8Rd9f8oXRr6NoaUo109gaGnSVj+TpZMtSoFGf/ZyjhfuOuUeAM7OvoevbbB4ybaHQ69ZoYMMULU0bYk1pJQODhd+TWtyXagHqbaSkq1URQGLJAE+w/Z2Gk6eRalLqMopCvVBHL+Mrsap20MIYbE6ex1Hq/c/60L43BFWyXqzL+K16Yv5/Il/b1axFuZeyj8u2MSbrjmK2h0jKDjgS4Su4Jc9aiOCcj7G53b38l+D/+/kEaOOxLPLQwjWZ9/CgLOFcu1Q8/03BVifJlzc/CthNSs/s78za+OlqimkDPjIgo/w30NfniMFkURKh02Zt7O9/JMQI2v1M1HeBUIhF19K3Z2h7kzi+yUUJUlbci1CKIwXH+fs7Lv4+kaL1+08zmDpfmJmO9XGKG3JtZQaJ5AyIGX1UG6MoKkh+aMjdRZxJcekvZ9z9Jfz0u4Uj026/KZ8I5tjb2Cb/zvKjSF8v0I2sYpl6gXsc34XbSZCzTLbDTHCpp6hU1/FOcZy3ADusX9H2R7G0FKcqb2Exxo/i0gcNRTF4PW59/E7+3dMlneC9BCKQXtqA4vYyAH/wUjWA87L/Cm/vbbI3XsX8O79t+J4ZWJGW8gujy1i+6Xn8MW9vdxROEZOttCtJ1jforF7xuNB7yHGyzualVhVTfO+nr/g45tO8NL7fPYUf8JV6Q/Rapj8cPKTzAos/yF4qFmv2/lSGiHxy3anWJh9MTV/+hQ1hec4avNYISO1Tl/2MpygElXhX7i80+ta/46OmMqXhv4FUMgkVlCqHSNudvNfy9/M3w3cxkz1YISnnX98ywi1CZckLqUipzleuJtFuZdQcI/PqXDPJmc+qfhyLC1L1Z6gI76Wgnsc2y2QtvqRMqDuzSBQ+MaqV/OFI1UeKn6BuLkAP7Ax9BQrjcvoFi3cU/9ps3pp6l1NEsYfI16S+WvaTPM0UKX/2fi9KnH5yv4Im0MTT2K7+QjsrISAYCSfOfFFJso7qNSHQHqhxZFQEEKJAMKECYD0yMQWMl3ZR8LowHHLoT+lM03C7EDXcqde4BwgaCkYIy6TDDnbkNLH0rIU7FDrzIhYVyf8nfNK1v/bETP7SBt9WGqOQu1YWCFzZxgtPUHNHicXW0LdnmSyvBPHKzPpHmSK47iRuXxBDmOSRBcxYuhURBVfehQjnZ6R2pO0x1bTHd9IKrYAP3BCCZPAwdBSnCU2kLH6SVjdnCg/yk2lO5kobSdudnBW9p1zhC3DCIIag4V78KVNw81zWex6yvWhUIZAy+AHNtnYEjRh0JHaiKZmyZf38Gjxy9juGFL6TUD+rL9f0uwmkB5r1EtYoJ/NpHuQmiizKFhKEHjEtBa64xvJJFbgeGWmStsBIjq/f5pdriAIKoxVdqCqCaYreznsPwooWEYPG7JvQVOTuN40pcYJCmKcmj/NKrkJIVT2VH5BEIQYQsvo4A0LbfYWFcbLOwgISGjtqIrZPFvDGeFjR76P4xXQtVbaUxvQtByKEos0Ef3m5K0oyWZl5WSEBI1wEQ/oiZ1JpX4CRTH5f0v/lLe3von+zCWk44uaFbAxJdSYEwjiZicXxN+AECq2V+Qs61XUnUkOuQ9huwWcoILt5RmuPUmpcYIF2pmYaoqZ6n7iejtlMcNMeSeOV+Abk7/Adgus0cKdtOtXKNvDc7QdoTd7KZeZ555mNIeyAucku1i6eJqP972sqbnXlj6TxanLwoXdPciy7MvJaP140qboDlESk02dRksm0dUE7ck1lIJRqu4k2dhCdDWOEwGoz8hcj4f7ghM4VU3TljqrOU+YejuZxGrenLuYjTmfueKox/O/I6X5aMsyiISBfcKnfFCw484cd9/bz7Hjrei6xycuPUwueUbz78KKmf2s1yFQ2V34XjOBA5W/WfS3mBFhp8lafVpI2cDQ28KxEo2pMFmUBH6NhNXNd2fumIOJEhFJxmFr4RtI6eH6VUr2MCvSVwMwWXqCSv1IMyHpSp/FerE5Ip75HHDu4w07R+kNFkXHCrD01pDx6Yedk2L9eNiqVDTWp1+HKnROlB+l1VzO484vuW20xIKkTtrq54HqdynWDtOZ3MDm9Hu5RL+GUXE4Egdv4PlFCpWn0LV4uEG0x5j2j/GIs4efTH2GidJjuH6NjN4fumrYY6G4fFDH82b4ZeXHWEqGzek/RVHDBHe8+DhPlL8XYT9j9GQ38/5FLdy0fQnv2ncLpdoRGvYYM+Ud+H6VN2Sv5ZPbe7ip+DhdsoOLWjNsbNU4UPRJGypVd3IefrolsZKPbhxm/3gbe0u3IKXLCWWYHd5RZr/1PxTQ7vulKOmZu2n1aTjjCKExkL/9BSZwzDmWiNZAn6HC3ZGY9e+jzyl40HuA/eUqcXMBimKyQD8bKW1UxWBB3KZP3RhCTuYcf1aIHeDNre/CxaZTLgZ88s4xlmkXAOH82ZW5oLn2l2uH6FXW0xJbxkD+NiqNEa5OvJVAehhKkjP1a7DdIlumdWxsUvFlXBl/I65fwVRTdJDjttJXaLjTaFoL6fjKSO5k9l39YfJWihKnQoNbyz/+g47zx4xnTeJ0LU3CWkQgvZBCHzQiRooGBKEenJpAV0MVfEUJJynfr+D7VTQ1FulFZcnEl+B6oZSCribxZViBa4mvYGHqYvzmZDv/Ic8mY56Xp2wP85R3D8XqPorV/UyUtlKpH6FY3cdA/g4q9aMUqgcjbaz//6Lu57GDEh3J9U2av6KEba2KM04y1kc2sYKY0UZOX4gmTCaUceqyiBfY6JiYxDmmDNAusxhqgkykHeQHDkV3iBn3GH5gkzZ78aRNR2I9qtB52L+v2XYVQiGj9hIzOqk2xthfv4ve1PlP87EMF5K6O0Pa6uOAOICmhsKwjlckYy0irXSR1LroE6vpSZ1LzOwNSQyEWkah/pSBpeaw/SJxtZVL42/FwsAWdTJ6H8dK97BPbEXX4gTSRRIQ11oi/z5/DlbSoC21PpK9sFDVNJnEKmJmH+2JtSxPv5S42U2+shfwSVm9fPOMDIuSlwCSuj1KzZ8mobZzUOyiak9EWD6T8zLvC9l4W7/G54//K75fDm2j3LGmd274rpLUGieaOM6pym58r9ScFOcmmTIIAbwxs49MYnX0Ux8idqWqGgzXnox+1+HzYw/iBHCxcQ53nXUxffFzkTJgsPJQqIEmNLLmItq1OA2vwILUZq7ubMHSWyPT+Vjk3+pge3kMPYVApVNbHXoaS5sAP2T7So98ZTdBUOHR4pcJggqZ+BJ0NUEyAiovyF7FZu08fjj9ZWarC7MhhA5Ivjv1fd77m8V0mAHIAM+bIV87wonqFqbsg1QbY0x7R4nLNNXGGJpiomFSl0UKcphBbyuOV8YN6th+GUNNUnHGMfVsOE9oLfTR2cQsvpDw/RJT5e3NecLxCrhejc8c/xwfPPhjTibXYSK1ZdoALwDHx+gSuK7Cp59Kcv3um3nFzp3cfayP+EL4xIJrIwZqJC9E6Ht5qgJ+NA6aJvSzbgA+N87chR80WJp7OaqaJh1fyklYw0l4g+NORZIkJ+c+TWthXfaNJPRO3KDeXCBNvZPrW97XZDXesP4vaYmvoGaP0qDCGclXN5PFVHw5f73oExQbJ9jq3Y4QKqbeRbl2mHFnL5uyGeJmB3VnEkXRyFd2hY4e7iSuN00Q1Kk70+wu3cRw4QF6U2GirwiNh6vfZ6rhYyhJ/KBGW3I9F2kXMKIc47HgIcbKT7JKv5xsYkWI0VWMUFJKW4IfNKjYo8y4xyKGNCxJXU4HC0NMmtBQFItMYgUJazENN08jKLKtcSsJszskaSRXoyoWlt7KW9o/zA0rz2NTW55fDbmU64NhVahZaRb8pvIY3574En3BMv52jeBDZw2gChhrNNhVnaJmzxfTVYXJF/f08fn9Gu2p9fRmL+OazHKO1R58oUP0BYbg7Oy7WJF5efgvYfF82PqnHkX9vf7u1JC0i8VoKORiS2hJrGJv6RYUJUHVHuWHAyb/tLydf1r+dyRjS5tjzzJaiRmdNJwR7qg/Skq2MCz2IYRBsXqQQ+5DhIlmlcnKrnnEjUONe1koV9OePgfPy7MleBiBwnDxYR4sfgnXL/Hlka/zRPGbZIwFvKxPoyO1kSvMl7KDLfh+Cd8voSkWWWMhKvocHNzJhHnWDeSFxNLMS/nP9Rqnehz//xfPeiWhpISGriYw9Qy6msR1Z5rsHUUYEVg7wNRbcL0CltlFZ/pcssnVoUyA2UUutgRDTYR6cN4MfhAC3213hqmopFqqDbA4dVlTAuF0l2poKUq1WW+ysCJyMkLN7nAX+79rQAtEFPFX4Po11KilNFXdF+Ks3DzpqJ0Q01tQhEZMzdGmL2O48gRlb4yZ4AR2UCKj9pINcqhSY2GwkBExTquyKGwJWP3k4kvp1FcBoQp4v1xLhk5MkUQVJq3KIpJqKBwqZUA2aMcycnQmN9ARX8tI+fEIhzT/A6/Z43jSYaB0L45XwvUreH6BqepTVOQEJW+EuqiRoxvXr6KqyXBBEwql6qFQ08ebpE1bhobJiDLGo42bKQVjdAYL0dQ4CjoZvZ+qM8F4fQ8jhYcByCbX0pe+MKpeaVTsUeJmd5P8ktH7iRltxESGcXc/uppgFtuQVnv4l91xjpXvAyBu9lGsD1L1J6n5001QdhDUWB1rZUPs2qhC4TfHmq7ECKQzT+ImJPJUCAKbIKjPIQAQtVbDXVlP9mJAYrsFyvXQIiaUVDGw3SLt5ioUJZRTUbU0w4V7+cbIJ9nnjLOoJ0/RH8b1prDdcUy9nZXZVzJUuIebpv+NhpPnWOEO/mXgm9TtYYq1w5FsSCgxkYiq3HvKP+dI9V56YmeSVfs5XryPlviKyNdTQaBh6p0IYZDWevD8Bp5fJ5NYzRK5hptmPt/Ej7anNzWT/NmJr9o4xjFnhvW5IpoW/j/fK4Xv3B5t4jkn5TFMPUNMyWGRZIlcR8UZxwvqCKFgeyU2qVeRVftJGT2ktZ7mOH5SPnKKr+Tzj5OLr5QN6s44cbPzNKbfcFvxEI2dJfzxsDWa6nJYldWo1gcZKTzABw/fyjdvWUreEXxy2XtYm3tTdAaPVbnX8frc+06Lh5qNBdnLouobjBcfxfOLHC3cju+XIwC/yaxAcBgqr8z9NR9c8HcszF3ZPI7n5RnydiLxKUXCykJYSAIed/dh6m0krC4yuk+xMYAiDI7mf8W2wreaFfEOcw0NXxI32lAVE0WxcLwCbakz8fwGXx37NsXqQc5Pvo3r0m+gJ3sJs5ZyIZ5TRVOskNxmdjNjH2GitpdS7SCeV+AB50kKdnhtPcpaDnkTnCg/ykztIIpisLN2C/nKLhTFwtLbQ4w0Lpn4EhbHLyat95CyekjFl7NGLON4sCu6TwVTy1BpDBPTc7TElzNV2Yvt5fH8BjGjO2Rme9PoWpy/WTvD5a8Y446RVn5T/NL/R91/hktyVXcf6G9X7K7OJ8c5k7NmNNIoBxRRBiSCiAITTLIx4IR57fe1sbExtjHYgHEgZ4TIICGhgLJGGs2MJseTc+hcXbnuh6rTEzQaIdv32nc9z3w4Pd3V1VW79l57rX/gZOB6NM+NV5+MyDRaDtOTmZjLcbAcUMGkKM1yVvpVZI01zU3MVPkJ/nniS6zJa3xsydXUvVm+VXoI14t00U7taPx3RWfuQm5q68bHI6n3ngYreXIoSsvzMHKL3szR3PSfixPH+JHGg8yLMm/IX8avtl7M61t/j0+u+RBv6/gAX5v+G75xTKbiQlbvZWPudkCm1jjabGdqwiAfZlgXbm1WxqO5MpJ48f16c8yCTN0aZFQcwvJKKEqBZeEmbL8SrQdEhvOuXwECxkr387HRiFjxC/NOJmIxcADLmWakdC/HTnJfOHHzNPuSq5MCiRBBzXxxosn/r+KMSZzjlXDcKg17HMstRm1SSSMIHBQ5Td5YRs5YiaF34AUW7fHkULaGIiPxeJEsx/5n6UQPqpxCCAXPj/TK8sZyZu0DKLLBjHuAMDg9c0RRcngn7EiF0OLB+9+x45D5r5RZFaWFa9NvZ8EdJAgcTGeOvmAlsqST0XtJ6Z20KstpS61FFQaalEbEl74ztYk10iWsZSvLxVZUdGRkykyzm6eY9Pcy3HiSpdkr8UObfrERixoppZ2k2sKCNM10cIh59yghPi42TmgyXt1GKtHFrDRKl7KOhcYRis4gy7PXkNR7SSdP9K+MKp4V8xjpRC8CKfb5kxFITJa3YTlFjpm/5lDjfrrT50RtEm+hueOtNY5iu2VmvMiua9Y/Qruxjqo9joSEruaYqu2g7I6SiQWIF+2d3pS/lU+t2EQYL7S2u0BnciMrci9HU/J0hyvoUtYx7x1DCIlS/RCynEGS0hwr3c2Pi5+IWZMa3cbZFIwVzNf2Y9ozEQNaKSBJBl+d+gTP1u9s3ut1uVsxnTlMZz5miRrNawEhnbmLeEvnRwCJ29s+ytW532MR+7Y4yU1Xd8RWZ4lYkicR2QD5VRx3lvFaJM7caqw5oaTvc9j5NT/bN0DdmYlfC3H9CjKLfpgSht5OQuvAdufi5y5KPNblX42mtFBtDKI0iQsSiTCFixUx/OIkQVFyrCncBsSMcAJMO9IRc7wqvy5/9iTowVxtL7KUaLaDF2OPfQ8f3WFQMFaQTq4gxMNxZ5qJ10L9MPP1AxHkIqyih0lmpElcv06XfhYArl/nodp/MGntwg1MesNVLCZXZ3HBf+7hOylkhNC4Jvt+7t96Y0wGiMa4rnaxvvAG/mzpMu5+aim1wxDUAgb3t3Cg5MVjT1Axh/idvX/HXx75a+6daHB72wpWFW6jL381r8yv5Q1LPd7Z/YecPOcsVuhkRkoPxAvMYoQIoTQdTgASWjeRCbvMb3X9CS/vVXnrsiJzjYNIUppLcr+DohSoWROEYRDb1MmkEr20pzZQCSbpTG3iQuUG3nXofixnJvLJlPNR8hWTOkZrT/BvU/+KLHS6lQ10Zs4mqXU2Bb0tZ4YwdNlp/5x7rQe4RL6U17b+MU9dfA0fXvIRUol+elLncmX2/RFOTuvBtIeR5QyKkmcgWMMf9r2JD/X/ARISI/6zLFr45ZIDKFKSQnoTF6fewnu73kqLuowFdxAJiVI4zrx1mKJ5lI3qyxkKZqLkPjnAktwVKHKCpNZOWunC9iuxcG0dRU7geOXYFSXkQuUmWnN1tt3Txk8nqk1dwxOvf0jIOek38Kb8rbyyL+TROZ0vHslz1KxREGnWi5Vcmevhgz23syX/NkBGU1u5IPEakjJ8dyTqIOVFL55fJox1Lk+6/6d0N36TECKBorSc9NkwDHh8ts4bWjeyLnn9ix8j3qyf/KJCJjnAJfKlJ73zpZ2bwjn5dwKChj3GrtoPWZYOacvUuapb8KtJC1USgM+d83/N3w/9JZOlx1kh9bI1//aTvi8fdvKU/SN0oZBPb2BD4fW8tuUDZI2IAFdIb+C63Ifiz0TyS1ulc1min09HeiNP1r5GXhtAVxevU9iEHAgUxsuPkDNWcoV+Gy2Zs1GVNiTJIGusJBIEPu5THM2tcvM4LyUkKc3L0+tYv3w63iD/74gXqcRpON4CmhoJ9C4OmCBoIJAomYOU6geoWRMEgcV8fT8JLfLa9PwGqjDwA5u03hV9LvSagHmAnLYEN4iUxZNaGw17jrSx7LTn4nsVanGlQ1e7WJm/GUVO05O/BEXOxZ6FXS/pxytynoyxivbsObRkzkJTO17CpwUgoygttBirOCKOoQgNXc3TllzDjDSBFzSou9ORBltYZLa2D0MUqLsRZsvFIsDnSLiNcSlyRaiF81REFVUk6WcDNTuSTWmERVaK83Fx0DCoedNUrQmOVX6F6c7Roi4jJ/WSD9qZrmwjl1xCQs7TCIoMN54krXfh+RbTzl7SeheKnCSf3sDJiZxJxTxK1liKJOmsLtwaTYqhh+NHybwfOMw29p2Wpm3aY9humZI3SsNbYLh4D6Y9TpoEObWfIHCo29MnWEzVCYIGW1pCJi0VSUoRBCZBYFJ0h7HDGh3GRg54DzHl7cfxqhGDN3MWa7O30Jpehyyn42ReoMhZyt4oQejRklqNGzsefHvzu9mUfT2LJuGKkkMIjUkvciJpN9ahKVn8mNq+GG7Q4Nf206QSS/i9tSZbCsfxmXJs55XQWlHkNF6sjL6IFYkmiOjxUuUU3axEbZpvC6rmYT5w5AcxSShadJNaJ/tKd5E1lrOq8EqC0MN2S4ShjyKniZIUhVvyq1CVFKqSxwsdLKdIWu9mgTHGqk8SBA4bwi0MpC/F92scrtyD485F+MfiPQihEYRuZA8laXTmLmJ54RZAJgwsbHeaEA9NaYkTOYFpT3J36VO8p+M67tp0W5y0xM+AlGBV5lo2p2+lYKzAdOc46j7GJYnVpLQOZpz9BIFHSusgqbVTaxxjtrqLbbWvk9T7SGqt7AofbT6TxzdnLzUih4UhaRBZBKxULuKOzv/Da1s/yibjlfy/ZUtZl6+wMltjcKyFHz20nNc8O8ePyl9isSqwaE0UWRf9I58c+yYqOu/vvITbB4qc2zdFVl30M12MEM8roqvtEWNUyaMqx0VKF6VlIpcNCy+WrBEIugyJY1XBmGmgKRkg4Gnze/h+pA3mhTZh6NKePYfV+pXM1HYzXX6Sq/St3NqvYzrR5qVFXcYb236nuanS1TZajNW4XokgdDlcu49SYxjLnSWXHEBTMs3kMghdFuqH+Wn1K/zK/hmfP9jGt8sP4XhVrLDMha0RwcIPXZJ6H0EQkZ/uGMjwuxce4bJ2h17RynrpMnrSW8kk+lioHySfHOCV6VfwuXNdLmt3mDR3UKrtp1OJYAeWM08+uYxpaYRZBvGwadFX4IWRmr8QErmwHdstk0utZEn+aoLQa3ozG/oAm1sM5sspPrFX4ynr+yjyiVUpmVxqHVvzb+fyfCfLMtFdrnshI3WHGWkaJ/QY94sM1VxSCtzc1sPywo28tvAuPn6W4K2rJzivJcOFyg3kgojZHeKdpHwghEpreh0vLaJnWSDF8048gkOXx+0f8B9zD/Fc9fsvepRFUXCApYUbSep9hKGFLOmMxHh2IbQmK/zkEJxOKHwxxoJFiQ6DIHRo+NB1ecgbLj/C+W1Jvlk8ERcWXZcfLfwtHj6rC68mIpwZLJHaaDizPGzfxRr5Mg5Wfs6ca2G5ERN+i3w1b12uNavTvl/lUe8BjCCCXaT0bjqCAS5OvO555xjiNws7Q+EEV2s30p5eTxA0mu40J+pI/lc6dUFQoz8lSHaGkSLD/5I4o9hvSIAkJUglupCQcESVzuxWqvZ4bOtiEoYOipRs0pgloWDakQhkxYk0VGy/iuNWcbwyqUQ3vu1g6B1kRQd1MYvjRS0vSVKQJR1Fzj/PTDYy+j0OJB0zt2HoHczVD5BO9qFJKa5PXsvXZ05n9fT80NUuNhmvZEGaYtLcyZXJ2zmQPviCnqOnhqq00pJahUBmwTyEktKp2VNkEr3YQY2x2uOkE73YbjliqiKxNHM52bDArJREETotYQ87K98hDB3mxV6OIhEEDUaFiiwlmFILeIGF783g+FVm2ENSa6XWGGbRg7Q/dwVCSEyZz5FJ9DBmPY2mtFBQllLyI1HfQmI5E5WnYl2+NIHmYbtlDL0jFjo9rnUTxkmBJDRag04ua3snd5bvpEffzIHi9/ADqykMeWoIIdOaWMWMuYe03oWvD7A6eTXb3F/g+RaakkVVUrHYsBwZ13slnpoTfLv4LYKghqZ2kNK7KJvHaMutpC3opk1dwhHnEdJaN2dxAfukZ6lTpGqNsyZzA5Pe3oit65aRJZ352v5YdiBS0u9JWvSLdnahkNSjRQE5Tdk8hiIZjJYfZdHsfZHtCgEL1Z2U47bJh3bbHPDu5Dht3SIMA+rWaCzYKUWTspBOIkn4gUVIwHCwE13NIQk10lxqjFCuH4g+hwyxzp2m5CnXDhAYbgxTyGM5Dqqcala+/n7k000oQ6m2HyFUqpaEF1hkEn14QYNH7bvwA5tCej3L5fPYWbuLpNbKKu1l7Kp+j7nqDhZ3tG7QoIdlHMMHFBb9OvvSFzBUeRDfP27xtmfBJQiTcUs+gjRIQuVY/ddoSgbLLRKEHp3pzTxpDUZSJdZoPNlGjOqe/GWY3gJh6ON4VYSQcIMGWWMNbfpqAnxGK4+eob0qUJRCcyFd9IVcdFU5UvwJtz13DePVJ1mtvp+/OW8OIUIOzvvsLub4f8PPMVp9gpDghMX4dBqRPqY9zb7G9/hoUfCnRwxaUmvolWQkKXkKeSrEiSvTi/ZHmtqBLGkI5AjKUHuGIDSa3xni8bdDkX7Zv84MRBtfOYvtTscbU41KYwQhZIrmUc5KXUpH+izK9gjPWqN87/DDuH6drLGUCXM7Gzs3s9l+K9NhtEmy/Qog4YU2CbWA7ZZJJ/pZwiZ22T9Elgy60+fgYTFRegwXaDFW8u9T/x57fQbM1yXuFNFzOlPdGeGew4C6NUkQwtxMmkFTZUf4OE5Yw3YqdGhRQjNTfY5topff3d7J0/Z3mz6++8s/5qLM27gkfym7gkMcKd/DktzlyKhMmc8114FaY5jd1jhhGGA500gZBVnSyBjLqZmDKHKCs/MePxlr4zHvJ6dodgkGCtfyno7z2Zi1sQKXlOxzuKYzUffQJImyP8VMcJC00sWot5dHJlxUycAJauRTZ2N6Mh1LarzFnqNnspW7xp0mc1iSUjHLPiInzJSffoGxevrxu7xwI4Ol+5qM48WYq0aCtL+JLtzJR1S4Uj+Hb9d3AlEyOCVFxwhDh8A/nRxG+ILkDCEkavYUSb2PG1JvwQ58Lm6tEgYh+sokf/Cyw6QeewN/cuhTqHIaLzDj5zXEFTYX62vJ5d7JlS2dTJkBSa0d057kss52ttclEkKhI3UW07VdPFz7Mk/uy52wbofUnRnchIvlFnHceSbyPYSsPC0jWIgEBXUAQuhIykyMPcbiPP1i4ssvJSQpzZUdZUTivwNr+N8XZ0zi0oleqo3R2OOsiqZkaHjzpPUu5usHCWPQvmmPAFJTZDbCgc3jBSYtqTU03AXakmsiPSlngSCwkJAYd3ZGuKH0ehy/RqkxRDbRj6sWnpfEHQ85mvS9qEpTrh1ATQ5Qs6f4lfQwvblLmG8cfFERPklSmBaD+KHLrbk3s9eZZNY+8ALvPlk+QlFa8AOLkjkYVbSSyyJ5E70L26tEmnoisrWxnGkkoeKrHrKqMicsVClJj7SB52o/aC4EJ/bmw9CPcUvHr8HiQKyeICQrSSkma882zZ8bMeswoXVS9IaQJR3HrzfbEbJs4HrzeH4lquLE/oqLFcjF5My0xxBC5snKF7mp84/448zt/NmRyFD5TLilMHQou6NoSgY/9Gg31nHIvB9dzQEWrl8jrXfRkKOFbNHs+98n/hJJMqJ2EBJt6kqCpMu4uZ2jsZiw6xXxEw7DyWHK1ggt+gr6UxdSp8ga6RLK0gIL8igL5qH4ugmSWj8CiU/u1Xk2fIqQkIY9i6F30nDmyRsrY0Fbi1AkCEMLRc4ThF4s8BtGrazQO8n1QFFa4hZXJE7anT6H0dIDBKFFW+YcrtSu507rrxEIejLnM1Z5lHxqNWEYUEgup+7NoisFTL+CqhTw/AphaFGLZUeEpMWC1vNYfinSF3Tn0dQO2lMbkFFRhM5g6ZeoSmTOrshJbHcORdLpUzYzHRzCkFtxwwaH3UfxvCIJYwVGaBAEJ+NsFqo7eZSdSJJBa3oDs5WnWZ6/gbHaU8+73z9Y+AQHwzeiyFk8r4SmtpHQChRr+5rMUoHCROkRJoCe/GX0Js9lyt6NJqeayYznmwRBnVRiKRVzEEVOR+1/+0BTkPaFQiAzkLmMo8WfQYxdPGkc4jFc/CUQ4och+bxJ7myJ7qkR3vWtFQyWfnkKFuaFRb4lSWtiIn2/wmzlaV7RfR23d36YPzv62ZMXiLit1ZI5iyD0KNX2ktC6ySR6yYXtTLD4HEeSOIqcjshisoYqp/hI/5v4/MxDNLwOqtYY7akNLDQOk9RasZwiD9e/SibRF0kUhVFVWFMyZJUehNrH/z32H3iBRT65lHJjBM+vkU9FDiLjjchCq0VfQXuYI5voY6F+gAX7KHVrFIEgFTsoON4CUVUzRFMzjJvbmzhQz2uQ1LtxvAqfHjvKUH0VE2bAdG0X16bfzmP+T9FIskW+mr3pJxm1n2EMCSv22ZWERkJrZaf9cx6vTDYXbjdsUPJGaNjj5NPrkYWCIico1w8ghEp79hzq9gyOV256Y67WLue6tSPc+IsMC7Et3OL9zBor+fyqTdiBwxVnj7AwaTBdSVN2FfwwZDyYp+7NUqrtpaRE+oGLGzlJSrFbXIw5lOHRudVsLdgsTTnsdO9pspQjz+fjY+alMVVDRqqP/UbFhhNDVdqel/SdGD+s/aj5DC5Vz0cNNYbPcH5LCzfihTZjpftPej2XWsdNxm1sbo1UD1/evcAn9uT48XiC9ftmkPWALz6xisFqSBhYLMm9nNcWNvL0fJ3D0n4p51MWAAEAAElEQVT2le5iLruF6xJXM1jx6E4pvLfrLfzrzLdZmgq5MPVm7ql+gZTe3fw9p673W/RbWJPMcr7xbr40/c9M13ZRVkciI4Hg5N+yKn8zJX+U8cbTDDs5AHrzV1JsHIsVD/574urMuzn39jLuUIj/Imz1/1/GGdupdXsaRTaw3SKeX8N2izSceUx3LmoPEBkHZ43VrCq8Mq7izOEFDSRJQxIaJXMQ2y0zWXsWx60iCZW29Fn4cVUtlxzA8it0KpFqfrkxTFp/obaozNLCdahKCl0tcEv6PC7JvY+Gu0AQupFOEpzQO3/hSGkdqCJJiM9OdwhTVOKqwHFApySlUeQ8A4XrYuahQJIMBBIXZN5KW2odnt9Ak9K4YYNgkfAhKfRktqIpGd7T+1Ecr0zZjFS45+3DSEJlMtyP55Vf4OxePFSllc7M2XheCd+vs7bwOt7f/ydIkh4lj16ZcmMYWShochpZNlCkBBljJUmtm6Xpy0lpHVxqvImU3kU+eWIbOypRC6HwZ4c/wceHv/oiGlmLIfADh7TWyRJlCz3BChQ5QUbpwvXrpBO9LNQPEQQWudS6JtNPUztoz2ymJbWGgrESFT3WI5xmZe5GgtBBkTPYXplj1QfI60upelOYYZFc2M6w2I2LTdkaih0Osryj+/+wVLuQqnmUHxc/wWTlKSAgbyzHdGZpSa2i7sygqZmYOdyLLGdZnb0BRTbYkn8bl+beH8vonLzA+4suDqFLEJixvloUsqTzdLAzuhqSxmaxhTAMMO0oQZ6t76VcO0DDmUSgRAlkGOFAujLnIksaXdmtrAxWsWAeokc9C02NlP2Xpi/H9OaZrj/HRH17JGYbs6RqjaMIoVG1xhm0H+c86WUkSFN1Jqg2hkklllKsH+bR8j83mZCLDMdFkLYQCh/pvZ6MsYpjxZ83k+yTcacSY86zTUgERFg3kOjKXYqqtEWtQkmLRFGRcDBJqi3Iks5Y9Uk0JYMiG7y3708jwlTcys6pfQRBxIRfFFg+XYR41IN5luSvJp1ccYoQbyTz8+rWjyBJaX7tPszP9w8w/wz4dcGH11ViweMT4/lVCklKI1DozZwfY2uOx0/r9/E7VxzinZ3vf955AZj2TIx5DbGcCebr+9lV+hquVyGf3sj1+Q83xXNbY0ZzpTFEqxbQxWqC0CWfXIpAosc4F8uJ2mLpRA/LlPNpUZcxLHZjWqO06Cuo+TPMmvvjzRJ0yxtiMfV+NsuRJZau5mhNrWWk/DB3lz7FXPVZgqBBvTHMVdnf4Q3tf8zVidfiBZGPrKEvAWSuTryaXuNcOnMXxolcdK18v8KB8o+5s7iHiuNzTuq1zIdVLlRuok6R7d49kRuDeYyqeZT+7KWck30TL8/8diQv5VWRY1u4VGIZC43DlGr7CfEp1Q+hyznatNV05i4ka6wgK/dg2iOsyd5ELhURu/RQ59Ejvex3H2AxoRIoGHofP9x8C1ddMsL1lw4hp0IsRyGj2yhSSE9KZb3eyYXKDUhSEs9bYNHIHaIEbbf/IM9Yw/zD+Df5xaRGn2HSr2+NSSsS/xXy3KI+3EuJRUP7F4oQjwHlXFYVIqjDe/r6uaO36wwEDJm/W76ZP+u/6IT3RBAGz7cYdEr8aHKePzn8ad6yo8zqnMwTC2X+/pGV3PPMMoZqgkO1yKN4tP4kP10YZEXa4N0dW9HVFs6XLuc7C/9Ga0LmW8Wf8ZPyPnr1LXx+4ghP1b+F71eomAebGDaINOUWpYIeLf8zX57+NN8tf5+ezPl4XpG6NU5rekOMIVycj0JK/iiXKlfhhw6OV0VX27k2cQndxtkv6Rq/WFzfYyDaM/iN8KRuy/90nDGJ832ThFpAkQ1UJUtSbycIHBJKPqqmSToJrYO/X/FaHrsmRSa5DCEUXK8SVypihmv8T5Y1bK9Iw4sYrosJYZuykoPVu5st2Qh4e7qSZUDRGaRmDmJao3yvfC97/Aew3GLUnjWWkhS5GEOUf4FjRFFqDGGFFVKijVH7GRTU+MYECKGhq13kUyvZmLkNDYOk0hpJXWid9GS2Mi2NsNA4jOvXKFrHqHpTJOUCLfoKZEnHD13Ok65hpG7Tm72QnLESBxNZ0slKUSXzPzsRCJHA82ssmEfiRFplebiUshPEVYOoMmPoHTh+nfnafjyviONVyGgRo1FFJyf18qx/H6X6gdPqEUX4IOc33s0Y+hI8v4Hj1xjxdnA0fIZ2fS01f4ZV6Wtp01YThlGVMohxQotJc9E8yrWJa5ivH2B/6S4yem8khosdAXeFRE96K4qUoOZN03DmqHuz1ESJufoBjpbvxYpJAkIoJBVBLizEDhCR44ckpVAkg2xySdT61nvxAxtD70ASCt2Z89hfuosg9KiKBSalRTbh8VCUFpYXbgKhxLITRFZgMXv1jflrmag9AwjCMOCe6hdJJXpJ613NVmMkP9JPNrWKvuzFyHIqqg76RXKJpVTscXbyGC3GauaDIRQpSUrrwAyLkeuBpON4JYKgjiIl8WOtNUU2cP0abYk1dCQ0loYDtOmrSSf6yei9IKLW7ZrCbXxs1f+hO3chht6OrhSihNKvcu9EI2ZgeU3cmyTpHJ8qoirxYvLo+jVUOUUY2vSJdSzNXE5S7+MPB/6AbHIJY6WHGKs+yXz9IFmpmw3pW0hp0fW+u76dSmMkHmtmpAMoaeSTy+hJbz1BruP5MVfbw0R1G7ZbbtrOLUYk2xKN36nyY3zo2M85/1dTfOqhVTxXymLop2Jfj1clhUiwNf8u0oleQnyyYTvf3PAqzsm/k6yxBkkyWDAP808PruaRWLvxxMinN5JLDsSK8fEVi9tMQkjUrAnur32ZltQqEiJHzZ7C88v4foX37/s0B637SSh5Gm4RL7SZtQ8QhE4k4SQUNuidvKN9CyvDLWzO39H8jkJyOa5n0pnejCkqyLGkx+PmtxirPE5PYguWXwKCJsM48jqWGJfGeMzbzoP2DwlCl67cpTScacDnJ6XPMu8d45NLr6I9uxWQmrJJLam1+Lgs+A3e1t/K9e3trM0ZXCCfTZ92Dm36amQ5RdpYxq3ZrZyX7qIY1pmpbMf15k7aCCy2WkWMFZusPMUFykZK5iCV+mHG608DEtVwlsieS2NWmsLyT4YvpJID9BrnsrK1iNAEQsDeZzuYrKXQFB/LlxirOzhBSFdCpzt7AYvrxIkbVdOeoS5KWM48jh9iegq3tqzADx1k+ThJ5T8TqpzmdEuvJKWbYP8TQ6CwJfVaWtPrWF14TRP7HW3ijhcdCmGBN7dtZHXmOu644givXDbBW9o/wOrCa1Dkk3Ga4HPXiESr5rE587rmaxC1cg8Gj+GKqMOzt/JDPj3xXR6p/AsfP/rXvPm5L/Pd8gM8af0AAMuZRCfBN4vf4Usze+gwNvKLyr/guDOM1G1en78pwm6HJRaCUbambkeS0qwuvIas0kNH+qzoNyZv5erMu+NzifCp5fr+eD6NoBIL9YOoShpZzrC8cAtCaMxUnuIHC5+gNbWGc5O3oas5vjL1V78xNOo3DVWCYLpCZUJvzlv/G+JFxU4W5UR0NYdpT5PU2wlDn3RyAEVOo6t5JAHf3LsUTU5F7SAhRX3yWCzSDx2SehuWU0QIBV3O4Ac23elzyGlLGDWfJJPow/EqCCHRllxzEptrMQx9SdSSymwkY6ygRR7AD2w605vxA5ukXGDc3I7tlunLXhwzME8XAsIgclDAJaHkMSmT1rvIJJeR0DroTG2iVVlOPsxSDWai3bE2QC7RjxuajNeeRiCzOncj7cl11O0pqs4EEjId6lpMf546DvfW/oN56zANZ462sJeXqTcjITVbLy/5hklpluWvRZHTJLQWCukNhKHFL0p/x7fnPsfigmS7JRrOHAklT0JtRZFzfG/L7/D73S8jxEcJFcywiHaa6/xSI6n3kU6uoCW5klZjDaYzjyLpWF6JqcZz+IGNRY0Zex/51FquTr+TWmMxMQxw3Bkcd4ZvzkQsU8KAufo+ujLnUvNnyCT78f0aS8K1fHbt2ynXj2A5E5RqexipPobrLpBJ9tOdu5CssRJDa+dfJj7DHv8B5NjmKJtcEvn0SgMUlIEYGrCAIiURSGhyCjc0CUMXzytyY2Yja8I1z6P4n51+NYWwI8K/SQkSWk+c0EQ4unkrIKV3kTFWoqstGHo7dWscRTLoT19EX+bC6Dd7VUx7lun6c/h+nYY9y2XK9VwsXxbBF/w6XryoZJQu2qTlzDcOktI7WZu8lu7sBUhSklXJK7i15Q8RIkFCLZAzljNj7uXX9i6OiqNYYZmz1evxQxvfNwnxGLO289qlM1yuXobrmXQbZ8cLe8gvy39PxTwYkR8Ci7bMFmTJQFFyRNW7BLdk3sja7C1Noogf2OTTGzjiPcHR8r0MGBfzhZk7m9p7KzPXoEgJjlV+xUHzPoLQoyd1LrON/XjeAo47E2EhE104XhVDbsUOqxTSa5ti4aeG55fw/BKuN0e1McKJG7bDxR/zw+I/xotdyEJ1JyOle/nzI5/ECQQ5tY9Lcx847YL5u/1/xAXprti9I2Rv5YfUPJlrC5E0Sxg4EAb8xeAX2Fv85vM+37DnUESCpbmrn/d/QWCiSAl6Mlu5UHoZTmiiyIl4fEXirK5fp1us4wL9VQxwFrfnX8f/WfZBPrX2d3lfxyt4RV/Ak7M289Icswyii3TTirAluRJdpJkwt3NN4jbCwEISCl3Zc/BxadhzrMhdjx+YKHKeDw58lP7cFSz4w/ihy3LtEi5Rb8EJaqRiO6YgqFMxh/j2sMNKcT5CqHh+xMKuWGO8Jr+FBjbjDYlL20ycIGTELePQYLT6BFsyt6PKKUp2QN0NebLyxWYrOwxdhNBYnjjOohSSxpvaf498ajXTToOB9KVIskGLsZJ0cik+kUvPkvxVvKawnqon43hVFkk2rYlVvK19I/tnW/j1Q338+72r+PSBDN8cSjFeztDwBbIQHHAnmbUcloTr6ciejySlSep98Vn4pBJdCCQMvZM5yyOrO7TqYczc/89K4URhOROnFaO/NPMOfrvjdk4tPiT0LjpEjg1cyOta1vOurndFNmNCAwIkKY0sZ1GRKWghlyRXovVpdKwxubIzZHm4rKl5eWJ8Z/YT/MXRccpilp785bRlzlm8CyxUd/NM6T/iMVBj0Z80xMd2p5gqP9rc3CtKgTt6u3DcKoOVB6LP+CapxDJuW6Lhx9OnFZS5PnkFNVEhn1pJa9DJaCXSxwzxeLL8r/za/PopV0Vudqzas+exNnsLPca5XJF+J1PmcydIk4TMVndxhO0xoeHFQuac/Dtfgk6c4GhVEMxZ7Jlob26c/zfEGTFxWWMZfuCQS0ZSCGHo4fkNCtoyHL+OJBTK9SO8d98XYnaeFn9uObZ73DQ7qbWSUtoJNJd2fS0z9j6SSgvz1mGyei+SUDHtGRJqK7Ks4YcumWQ/5fr+k86n4UzTk7uIhMhSZJhiMIouZ5iu7YpNkC0MrZVueQOT3l5W6i9jlzX6PC0YVWllc/pWZsUoC24k0+CENdqk5RjqJhb0KeywhouFi4chRd6sVW8KWagIJNpTG3BDk8Haw2ST/Rh6B4bSghOaTJjbySeX86z1YwrGikgvT2pjjnF2VL4bK4P/5zwhw8Bi0tyB51co1ebjZDdiy3l+FUkyIi9Rv4YkJVjwapGhtGxw76TKiGnheBWmwkOowiAv9zPLjpd8HkIkyBrLqJhH6THORUJmorGD3uS5hEmf2dq+CIcXJ/VlbxRZ0mlRlzGQTJLzV1OzJtCUFvrSF1ALZqhaE+hqjmJtN7qSYyKuDiqyQRj6PFr+HDOjtyKExED+RkYrj5LUWqn6Nd7a+lqu77J456Enma7uJAw9ao0xgtBBU/LUrSmC0GPGP0RKbqdU2wdCojt3Iaa3gCIZ5KUeZqVIHPczI6e3VNlv/QrPb8RVRKlZFRNChlDwtem/YbHllNR70eQ0hfRaGt480/UnCQlRlByOO4+h97EqeQVH7Uex3CJuGDAVVGlJraLcGMb1a8hSAkPvQFfTeL5Ft7GFieAAZqx/t0Lq4U831fj5Y5EodKeyjhF/G/UgwprYfhVVlpmv7UWWDTzPotY4ykVPJKk1xsgaS5lqPIfnlVhVuI2SP8pcZQdtmc3M1/bTcIu4XhFiCY6XZ3+Hf3vFMfYc7OTyJyICUrl+gLbMFvrks6nmVjDaeBrTnmR9/tUcrt3HinApM/ohZNGL5ZXokdYzH47RnlyH5c5ze8vv8p35z6BJaRpijmnzOZJaGx/tu4UvTx1jv/vDJv5WxFIux8ehhiqniWyxGjTJFlKKTcYrebr8r8efndDmsRlYE6xnSszGi//x0NQOHq6MMcMRhJAJwwhv9/Z9X8NyjrMAPb8E/nH7q+Pzi4ztTjFTe+G2l+VMMuLMsGAcRRIKZ6nX8rQaueDYcSV5zN/JnFzgj3ovZk3a4vJLx1AHkoQ1F3vE5ZmF1cwsZOmjm8PiIHV7MnJukRZxuDNYSZ+BwssZKT9MxR7HUWpck7qD3eFOssZyatYEP6vsYaq+M9rEqBkcpYYqzmaVdBFj+gE2azcgkFiZzLLNPspQ4/EIXhBKZI2VVBuDPLNQZaPRihPAtgWDa7scClorn5t+ANeb49nKNwnDgAeVHs6VNsfOKhaGPkCIjyqnqIr5+JmRkSWD7c4xLKdIf8HgfGM9XwvnSYlWKoyz0DjMlck3ckuvxoZsjUM1A89vxFZ1WfJhJzMWLDgqO0sKlg+9KRlNgpqn0Jt02NSSYPf8PGHYxoCW52z95cypV/OU/wwj9jgQaUdONZ6jkFhOSpGZaySZtQR/s+q9/PGhz/yXE7kTQ5azZJJLyEkJvrYQYTkXQ4gEncYmnvZ/zXnSy6i68LErjuI/+HvcW3+OocqDLM9ew7x3DAnBT8dMJqQpBh9M0b/e4WtDDe4vf4bnO+FEFfZL00sxZMFVnRb/dDDglzyLEDqqkuXmzDt40Pk5W+Sr2cfTpDLtTJaffN566nkL/N6+vwWgI3suo+WHCfF5U8ubKbtQcwPOTb+Bp8pfAONajDDyHT3Gsyddx0XZIl3tishf5jFO7Vb1BF3sCB7kwfp9ceX0eKV+We5aCmEH0zzxotd8feF1fOnsBBc/3v0bdppCvCCy6Pv1rPESMZD/340zVuJMe5acviTCnAUe6UQ/rldjsvYsmpzCdueiyoVfQY61ssLAomHPEYYBjlehPb0egUTNnSKj9VDxI+0jQ25FUzLU3dlmtU5VDCShMGfuR5WSp2jvyBh6Nw2/yKS5k4zSRYeItNhWZq6hLRWJqnrxAMsqvTiiQWt64ymq14Lu9Dkc9Z5iuv4ceXUJ5cYINWeaOkUmxREkZHQR4dceL3+BsdpTmP4cDWeOjNxFxRrFDU1s/zizboN8BV2spu7NoikZZKFGIqdIFKR+av4MM+beZmvlpUckQxESxrITDhDGlPoIoyHiFl4+vSHyJFWyUfuOqO31bxN/xb2Vz5FO9JKVuvFCmyl79wm7mZcendnzqQUzaCRpT66Lz1Qmbyzj7Z2/S3tqA35gRz6MQmPOOcTX5r6Iac/Qkd5I3lhGLZihQ0S4ozfmX8mGwhtpT66jJbU6MqCXNBQ5kl84XPoJQdBgqBgJqNpuGUVO853SL3nD3p8yU9vDny77IDljJZ5fIghMLGcC251GFhoNdwENg+78xYShw1TlWcr1QyxjMwv+cFPrLXIreP51qVuDsd2YRRCY1K0RgiCq4IV4aGori3IVsqRTkAdoOHNIQmV94XZkOUVSayWXWs2FiduYZRDTnkRXcpihw07zh4RhwCrjam5v+V10NYflLHC4+GNaUqsYrvyaqj0eC8cq1H2XD+wQ2O4UFWuMQ9Vfcq56E7rIkJBy1KwJtvv3IktGDIFIoyptkdG8X8bzG5j2OAiFojdE1RpHliPhaEWOFsioCgcg8ar+BMk1GjNWZCi/+HrRPMJh60FqwQxdyU0IobC3+E0cd55fVv8t+h5nLtqtO08yXdvFSPkhNCXLr+xfEQR15mp78AMH1zdpOHP85cj32Vv8VrPNlU2tOqHqGUUYOihyEi2uJC4+K75f4ZD38AlSKAAh35j9FGlF5XDjoedZfP2/Ze8hGSap2OMnVcob9thpQej51Eq+sPGPYnNu4rZzxEh2vfnnvT/a5Eq0Z8/lMu1WKvXDDIm9GHoH640bo9+Y6MP2q4yVHuLHY3UmLA21P4E00IbUmcKpS/yiOMgO8y72i+dYEawmZyxvCvqa9iRh6HJ3+Z+Ytw+zLHc1W7VbSCkdPOL8mPHqk5RrB/C8BQ4Xf4Cu5liZvppaY5ikXGBWGkVCIiPamZWmsLG5tAMuN1aS0jviNtaNKHISRc7yUPVf+fbC1/lm8RGKDqzKVliwQxrOPCATBDaSpFF0BnnMewRFjjQIFTlBNtHPOvUqRsoPQ0zIKhgrOFj5OWm9i4ftXfzLzA+Yqm5nvLGdJYnzCQKPgJBXrR6lJ1tj25zADx2CoIEfOlxgLOHG7gaX9k2xOhOwIRfw+EIJywc/FJi+TNkBHYOkLNOqS2zMw2Vd0Zy/2AESyKxJXM2GcAt/unmBHaUkFTfkvokG2eRSBgrXc2rF7D8bnZmzeXPhVqaCEkn5ZOvJMLQYKv6CudpenvJ/xS+rBxgZa+GX9Z3M2gciSzh8bLfM4+6Pub/6r+wr3cWfP9vOo0/0cVQ6wOI8duIY3lB4I98/5wOokkCX4fV7fsj99S8136fKKX5rRfQM/Lr2RdrFMiZLj7+gOG4YOmhKC1mpG1XJoqntXNHpM2EKkrJEEp2z87/Fj2s/4dn6nXhBg3PFZaeVOOlOn8ObCq+nPXvOSa/PVp7mvvKnuS1zE+/u+X3y6Y2xvpxMPr2Ro8Wf8Uzp31/0eufTG9mqreAjO5I04qT9xUIIjWu7XALb54m5/xlLzxeKM1biABYah2P7rMhgNiQgn1zCQv0Qht5LSuug7sxgaG2UG8NEBswrkYREEAbU3dlI5yc5QMMvYtozpPUuRsoPR0kfAQKJfHIpimQQEklnyJLOkuxlHCv+DJBYkr+ajGjHx0WVdY6aD2MnarhBg/lwkLnqLoTQyCT7McI0Kjo+Li3KclL5Duatw3h+gzZjHUJE7TMloTNj7sXQ29moXM0Uo6REgUHzUVTFoGoeRqCgKRnOla7ifu8/WHAH6TA2MlF7hpWZa6gqs1HlUCTZaf0cgP7kecx5R9DVHBVrlPOMlzHp7/4vMloiCYuB/DUMl37VfDUytY9CltPcnHsP71nl8+mDcG/jXwiCGpZzfNAFQYQxi3Trnot34a3xcX7zZC4MLcr1/VSEhiJnESmZHhFhZGa9Q03MlCEKyMZG3NAkJdqYcfZHLXNjLQKZgtRFgwrlcBpNzTDT8Dlcu4+O1FkIIZPQCuTUfnSRpuyPU2pErgCRF6mGqqQic3d7HMueIsTnrwY/fZIPYnzG2O4UtiuYFBJKLEQdBA1WFV6JF3jMVncgRCI2pi/Hum/HJ74T/+7IXsBsdUckECwkfN/E0Lux4vshRAJFTjJYfSjCehJwzPw1gW/ScOZJqAUEgrn6AcLQI59YihxKqEqKUmOQWW8Xh9UWWoyV1MUsljPNdHlbXCEKCEObwPd4xLoT0x6Ovi/+TcfEPuYaB0npHbw6/x5+7T5MoLlUzLnI61Us+ro61O1JOrPn0yoNcLB6N55XZqBwLZO1Z8knl7FgHj4BhB3w7dEqo18Y4P75WfKJpbEUgo/vV6j7FWy3iEjLJLV2gjDflIdw/TRJrY26NRg9f0qGujVHw7ZjPFSIpuSw3FmCoEFPeiuTtWc5ccNTs8YJfBMh1HjjIaMoOerW+AniqwIRW2yV64eQ5VTz78Xxvzs4TMOZjO+ThiRFNnNlF0bFgabTgyQZZJIDJ3QEjrPUNbWDSmOEbXOQCVtjdnUaRW3HD2zs07TLVCWP65WYr+/HT1/GksI1zDUOIoTEc9YPQETJcHt6E1JKQUHilRuHqD4bkk2WEJkEpXmD17T38E1xOaPmk0z4z6ArOWyvjCQUBvJXsZlNPGDfRa0xSt0aZ95YTuC61KxxNmVfRzbM8Hj965GVoXmEfY1RJCmBTppJexdL1FUYYZbdtR+RN5bxf0eSBGFAh7yaH110KR/fo3J39e6IvCIZuH6dsj3CA6UJbnPSbGkJucV6BzuDfbFbRYWGk+Bd7a8lIcOz8xbzYZVJcZQD7kMEQR0Q6GqOHmkDnmGzSpzHtup34mQ4RDeWM2o/Q8FYSU5R8T2Jf97XxVdmv4Cu5AgCi97M+XQZgjVtC3SsbbBmoc6PxzMoSPyyNEhXcimzlmCo6nCutpwgBE0WeEGIG8LyYDnDciQxYkgFViud9BoyQWjSn/T49OQ2JqpPkU70Mm8d5j/bTYmeveOm91VnkrITkCIZj/mT3k3WWM1K7TKmOMTB0o/46I4PMmFuZ41xLbvMQ6fBfgnmHZtP7A8YrT16ggTPCWMx1LF8iaMVi3ronOD5G0XDmeW9h5+hVD9EGFrsq/74RatPtjvF4eIPECgk9C6eLSrIEvywdg+vyV7PulyGvxzdjevN0Z5ez4XtCebDd53E/AcYLv2KXH4rH1tyHe/bu/uUDZTP96s/5bdaXoEmpRiWRiKXnvohNLU1co3SOl5AnUKmN385S8MNfGP2UyTUdhAKhCGLbOwXioH8NVy+ZpT6McFTzn8v1u6/GmesxHl+dOMFkQp3uX6EdKKXijVGEDRIaR3U7CnSehcL9YMEgYMsGZQax6jY49TdafLaAEJIVKxRKuYQab2LgICcsRxdzZFNLolMkZ0ZKtYodWcGx60yU9nBnB2J9UmSjhWUcbGZcvfRFXawNfEqqvY4mpSmao2zOfdm0olekkorx8JnOOo+xqDzJDY18mEnklDoT12IG5r4octsdRdz1d2Y9hgJJc+Q2Mucc4j5YJgP9r6VG4zbiCxoVrBZu4GD0j7a0hupW1PYYZUgsFjwh5mp7aZTrOBx5ydIkkJnciPXpNeQVXrxfYeu1Nk8Ez5CXhtAkV/IUuw3CZ8gsKl4Eyex667Pf5i+/BXRfRIKI8EcCdnngNgbM67SXJH7YFPMFXyq5lFmaruj5NlYjiIlm1WElxph6OB6c0yVn+CQ/SCDzpP4gU3ZPMajjSMM1x5l3jqMQoJM2NJsYdWcaSrOGNPuAeygRsWboFw/wp3zfx3pAlWewPJKADihSTWYYaF+ED+wMO1pABTJ4GsbXsvPNl/Blck3xpNM+CLVzpBaYziu4OVR5AwBPturX0dX22jLnMXGzG1xonBy0n3i31ull1FIr2/6BSe0NhQ5ETleiASybGDaMyhyAkmopJR2LGcOWU6jygZCSBwUu9iYegWG3ovpzVMWVYLAI6m1Ikka2UQ/fujGVnPRpJ9ODnBD+o0RSUPJk08OELWhosrGWYkbqXgTSJJCq7yMX5h34gUmQkgktB5a0+tYkr6Y/tylCJEgCCKHlX2luxBIqEqBsjtGGAYs1A/GC6QZg6hVHi5/hr8+9jGeKn+B2fpeTleNWDAPRZISQiUIPdLJpfQY52LIrQgUPN9keeLS2LswwhJCBJdQ5SyrC68mR2dsrwYgWFK4hnSiF13rIAzdZpXe981YBqTevL+L7gsRy9prLj6a2sHv9H+Ul6fXNd05PrLsIzx92VvpM87n74c/dZLcQk/2Ij6x7NUktEjYM5VYSkvm7EiQWCgoUoIvT3+aEf9ZssZyXK+CaY/h+qffqUc2Pz7Z5FKeDX+N6c/Tk9zCWv0q1qVvIhGLIfezAc+3cPEZGm/h588t5b4v5fj5PybpXF7j9cumSYd5JKGSSfTRcGYpGCvoT1/EcPFe7q59KVICiBUC8uoSKuYhwtBjjmGOiufoy1zI+sLrI+JO6JFJLmHGPUCrvoph6SBLpDba0+t5Q/4Gqs4kitCZ9vbzvZEMfYbOdfkP0ZregKG3k0su4SLtVZTENF85luErI0UesH/OpLkTWTLYUHgT5xmvoz0BX1/YxrAYpyqVGKs83rw2kpSKcKKiwjrpUjZlCifYMAoulF+O7ZZ5c+Eq/uW6YSxH5a7KYzjuDHVrkCAw6Q9W86q+Iqrq4yxA1VXJqpCTEhhhmn+cfJQ7SzvQJIm+lMyWVolWHTJKwNEq7BHb4zVPZsp8jgfsX7E6G9Caq3OwqvIy7UL+bs2H+LsVr31eK97QB+jKXXpG8dzFuDj727Rkzmr+bdrTPO0cpkdLNQmBxyOkYh7k2dIXmSg9Qhg6/KL0dyS1Nm5qGThBxFc+6TM2Hj2JCO8bwQwi9uc5+XdyTv6dnJ3o4cvHbO6pfoHngodOIT1Em9up6vZmAhWGHpvzbyWVOJ0Y/8nkI1nJkk30s6tY54p2iw3iEqZNj78ff4pLlKsBwVTlGT4+9G8MsfN5RwtDl18UB7EC0SwGnBgL1Z38w/DHma3u4EDxLmRZI6F14LoLqEqewiluRIvxtq4/4eWJS3i8/AVkyeB93W8llejlta1/jKIUnvf+E+M86WxSSwLuP7CEWuP5hKb/yThjEheGLrqaj0QNA5N0sp+M2oPrVZDlFHO13aT0Dmy/SmfmbBJaK55fJZcciGy34kk4n1xOJtFLT+Z8AgJK9UOoUhLTnqZUPxK1HJPLCUIXTcnQklxJRzay8IIIEDxb3cHRyr34gc1T7s/Ybv8k2gFaQ7Qaa5jhCLKk4wUmlcYoGbWHldplFMIeVDRkSWfa3ovllXDDqGpye9vv0549h4LUj4yK65kUzSPsKzkcdeZoyZyFrmSpiDKmP48sVHLJJQCszt2MF9pIQuGI9TDVxiCmPU3Nn+HLs99g0tyBIifIhe1UrQnGq9uoW/9VRotPt7KBH2y5g3RyBefl3s39tS8zXvo1AK43z7OlL3L1U/8RJXtqBzljOe2KwQ+3LGlOHCE+IQGZ5BKKMYvuuHXLf7ZF4FNrHKXaGKRmjRIEFpcbK+lOn4OhtjFR3cYUh0hpHWT03kjnTd+KobSiS2nK9SMYejeLiy9I5LQlNJx5DKmAIvRmwuT7dZJaJ45XYndZI6H4DIvfrCyuKC0sz99AW3INQigsyV7GeP1pDL2bLclbabgLDLpPkEut5vmPx/HE8Belv6PSGMF1F5CFhuXMUa4fiAWHE3heGT+wWG5ERJJi4xiybJBO9jXZmVPV7VTFAu3JdSiSjh7qLDUujnB0xkoMuZXp8rZmC2N94Q0R47X+nah6ZyzD9BaQJJ2ssZS6O824OITr1bHdMokwTU5bQp98NgklT2dqE7LQmfeOMVJ6iO7c+SzLX8cFidcgSRp+YKGruajV6pUQQsG0RknqfWhKCyda3glk/s/S90QWUidEZKA+gyQ0XL+OruZwvTpHiz9mvPRrQnw8v8qe8nfjBUtqLkRhaOOHDrPuIfZXf4qhtZLQerg89wFGy49SbYwihBQ9l2qBrtxFQBBbxB2vkC22s+E441Cg8I7Od/NXVx/l7153hL9Y8QEUOY/lwyf3ZhmsPvS8asVUbQcHKhJdqbOBSJaoVD+E79dwvAq6mkORDRaquyjXDhCGdqQRd5oq3OL4EUIlCF065NWUG8NM2buZYZj2sC2+thKz0iiypPFI/eu8dWeJ/xg0ed+hA+wo6eze1UmxkcAUFRrOdNNX1fYqTJjbm7gi253G9+uoShonrCFJScLQYqx0PxOlR6h5U5iUubXwITbn7yCtdHKOfC1eaDNdf45fNe6k4ZX4cXUbnt9gztxP1Zrgc+P/xPerP0UVEh9bch0f7H4tFynXsk88S0vYhRuE6KgUa89h2mP0ZM7npvwKXtbawmemHmK4eA/HzF9jhGlW5F7O73a9FiF0EmorqpwiGxaYkkZ5vDbCcO3RJjxkm/8rNhu38pr+MpmzZLbPtHKBfD6rC68hofVg6AMkURnoLpLttAh8QXvCokULWZnV6FPyOEGNweLd3Gv9kIfnF2hRA9ZkXIZMmWeqM9S9WVKJXgQC16+zVXoZnxzbzSe3D3Cw7DPvROP/eyOnl1vazIW8vfsjvJjbyNPm96hbU82/fb/KYO1hzmmTuCD9ZjqyFzSlNk4cO8fnn5BS/RCtekgmXo9O7aJMSRMRe15ICKFyW8uf8K1Nd/CTy30+uzFNyfG4v/qvJLV2Fqq7TqM/F60RWWMNXblL0ZQ8uTAfs5ZPDMFFuffQmbuIE9cOP7DZFT7KUwsJNueylH2bhMhyn/ldFkXGbXeKlZx70vWKkkSJPeU7+dvxB89wFf0YSpGJ/aSjuCH9dqarOzndJv4xex/fKX4FVW3hDa3v4ey8RxB4/LT6lTMKAitKC3+4oU7gwFeO+qc99v9knHHbIIRMzZrA84qkEkuRJZ05cz9JrROAhj0eYYyUDKXGMLIcsWVUYZBLDiAJlQU7ak0klDyK0HH9Ogm1nZo9Felz6Z3ocpYgxtCpSgoTUIROEJvlQlTx8X2HqllBUVroSG8kIXJUvHG80CIlteFJNm7QQFdzaMKgPchTw+JQ+BR+YCNJapONGYYBfSmZemUGR6mhy9HuYbr8JPfUvoYiJ3G9OkvSFzNkP0nDmacnvRU/9CjWjtCb2YAht3K2cSULokwxOYGMCkDZH8YPHVJaByPejkipX1Ko/ReVoyXJwMdFFiGX6rexJptkR+14pUGSkiS1Tkx7nGpjDD+wsNwF7jL/iQPP3kqpfqT5PsKAqjXWvI8hHoqcZ0v6dnbW7zqjqOSZ4kSg97+O/w0iNtA29G7m64diKywJkd5APZylbs/E9zmgbg2hq53Y7ixt6Q1MVbfTmo70AztYRlWbiLQLlRwhPulkP1+ee4a/HdkbYxtOFmU+XShSgvOUjdxt/oCQAC+0EUIipXWwz3sAWdLQ5SxeaHOm9nKkL1UG/EgqIfRQ5ByWM9Gs8KWTfcwHw9huif7cpZScYaqNEdrTm8gqEemhGswgxbvNKWkUCZkuaS2T/l5q3hS62n6CGjp4foNsoj9qiTtzCCERBHY0vmM8aVrvQlVSOKKBG5ggoOEuUND7EZJEXupBzSaZqe0hn1zKkOLTnt7EXH0fOX0JtcYQGWM5Ga07qqhb40iSFmG6YnkHWU7w3bnDBKGHqrSRSy6J1eYjc/ek1oppT+N69bgyJRCShiZnGUhfSi2coepMUrcmSWrt1K1Id29D+hYOmveBkGhRljNf28Oj3r8TBCaqEhGlyuaxOEFJPQ+jcyK84KQQEl4AZlklfbbE8pQHQuKfxj79gkQjz1vgMyMfa/69UD9IPrWaijkUEzr2Ey1Ax5XvK+bQC44ZTe1AINGqrWTGP0Q20Ue3vIEh50l2SFMIZM5Vb6IUVkjoaY65D3Gk8SAHfAtDb+fzM0X+ZmSI7216E69pWcs/mI9j2VMgJKqN4WbVRJHzaEqObKKfy5TLqfseR3IdHCreFUl4SBpVawIScJ9/uKlD56ZMatYUq4yrWUI3Y0wz4u5gwLiYwdrDOO4cnbkLWTAP8Svpm6gTb+FYMMEKuZO/X3IRPxsXvHd1lTlL55ndKxBCojtcwbJUwI9GLZygRsZYRa0xyj7u5a3td/DoXCR0HeJTMY8wJKeYrz5HLr0WRU5GGndyBtuvcl1bJ6OmS/Jej98/to35xkE2Jm7inZ3vQJUEm/I+Y9M5ur0KRyZb2VNOc7QmSMqQ12Tag5VUtXEsp8gh+Sk+OboMhwYXqZuQkGjYc1xg3M7B3DYEMtf16DCxhl2lKgLBkHSUR4f2YNqTJ20OQjxMe5gH/K9wNq/mdLqDJ4/R4443GWMV7+18A4qAd196GO3xlXx37DwWpMMEZzhMGFr81eiPKddPz8Q8WPoRb1z5ES617mBIOsTvrHFoSdh8cmc/Mw2fn1UiqE2tUUcI/bSYT9+vYNoSkqSy3riRR8r/8rznLZVYyut7WzhcvYZv+vUmKc3x6zhelYNlnz9cX+E9Ox0mrB2xpmTUIq6Yh0igRVju+Hgf6n0LX5p/CAmVsdJDnDoHR9f7eCLl+WUEMg17kqTezVA4+YKkk8PFSBJFUzv4Sf1HfH3XkRcVXL4o937+cFWGNSuG2fN0O/fVv3LG9/9PxItU4nw8r4wQKq2JVXSoa+kwNtJhbIhkKpQ8htpGl7IORU7g+w5ZYzUFekjKBbzAJAwDUmonXmBT9aea9luqYkSClkJmlTgPLzDR1TyuV0cWKgvmYZy4nXZq+F6FsjVKyRuNHQmqtAd9dEqrWaJsIa8NkA3bGZSGGJeOsVScQ80ap25NMVvZju1X6Upu4julx2g403RqG3hL4TrekL8KVW1BUzL0Jc6lM7WJTNgSUc21dsYqj+MFDdrTm5gXYzhBjW3OTxjytuGGJj3BMgZL90V4vswlLJHPoV1dTd2eoi2x5iXQmU8fQdDgQPEubnrmX/ll6R/5p5G/xvOrFNKbABlJaEiSgqH3oikZwtAjo/cShg67S9+IW07R+6IbHMSaRfF1DUzGxf7Y+/OFI9olvnjFLsSL/UIlbK9M3ljGR5d9mCBwmC4/wVwleqgtZ6JJ1PACk1WFV/La7MsJQoeKNcqsfYCj7mNUzKN4XhlZaLQm19CwZxkpPxSxi4TCmRI4gYJAYUXqSkadMpocyY7oIk1CbaFLrG7qTRXNoxSre8782wIHIeRm+yTEi5Xko4klqbfjenU6xQra0huoelNNfa0F8xBFdxgvsCmaR+hhDRm5C4+oXbvAGA23iBYr+gOsKLySIfPxSJfQPErDmcb2yk21fSFkhJBR5GQkT+I30MIktl/Fx0WSVDqCbiZrz2JRIyW1IQmFFdIFjFYexQtMklor8+ZBBIJaY5SZ6nPk9CVkjWVoSpak1k1IhB9JJbo4VP0lBWMFf778ffzlwI0sJtGG3h3DKCL7pA3ZW1leuBlJaLSl1jHjHqBsjaLE1lW1xhCLFbmrcseFe4v+MCA1F0zXm4/FrauAT8UcImOsOuXOvHDifVWnT8tqB2/S4lPH5vG8hd+YaNSWOQchFIq1fU2y0Om+74WdZoj0M0OPBXeQ+dp+DLmNcX83/fpWKo0hdDVHQqgoyJSCCXLJATYlbqE/cxGrlctJSNFG8xOH6mRVaE2uASE1hbkvzX0g1pAsk9AKWH6JtCqxkyfpD5aQTi4nl15LEDRwvBJ+6JFSO7mj/T0AzFR2RFXCsJ0RJrFFg4YzhxFm8QKTVHKA6cq2uNJX4kelz7Cn+gOWpFXOainRkZS5ezLH6pYSH+59E7/YcjNvX9LK0ZqELCQ6lXWRtFDo0XAm+crsl3m0/jWAeBPmUzKP0ZE7jz/uvY3O5EbC0EMXGQaUc3lirsb+isqHtmuMlR7A9WpkMDivJeCDZ42zJlNnrJZi91gnGc3BkANmGj4Pzs/zzfkvcbT2IDem38p5xuu4Wn85ZljCDmv0pmSS6AShhylMslI3TlBjwRG8e5Vga0uGOTHflEs6cdnMGCua87rnlXi6/B+/0XiCaE767KrXoQho0UO0NiioAbvd+34jq6hi7bnTEA0E1+Z+n3xqLWUHliTStIQ9vPPAIYaqaSpOwPcXPnfC8cMzJjKeX6JU28Nz1e+fltTQcKb5u4nH+U7p55TNY0hSEtstUjEPYjkTVF2Xlcvn+Ot1GQy1LdaLzXBd8tUk9V52BA+cAH+Q2V9yqdjjzJn7n/ddQmiRPudJ2p0hRqIfRclh2VMMe9tf9Lo57gyl2p4XTeDas+fxV+uTXH/pEG5D5vd3iRe0nPyfjBfRiYtwOKlEPwAlfxRdpDH9+WY7ISkXmPWP4Pr1JnB/Nhyk4RejhUjJUHenaVdXA6CpGTQlR8OZJ610IQmFojSPLudiRmsJx6+RUAtIUuK0ZxXiUbeGqDbGUOQk7epqFqRpykzjCY+qN8WYv5NJexcVb4IZaRghJC5LvYXu/MWU64eYd49S86ZZnr+OP1+6mr++4wjnt3i4XgXbLVML55lt7APAUNtp01eT1Nqjtmz5SRbso9TsKc7RbuYy9SbK1ij7gofRlDwhPgvuIBKCKXs3Kb0LN2y8+OU+Qwgis2pFzkS+nXgIKYFA8JrsK2nPnoMkaRS0ZWT0XjJ6L22Zs8jL/SS17phtCQmtE0nSaE2vI6m34wUWQorYu5KUYL5+KJa06HpBfIciGwihx62rE9X8nx+2O0UQmHjeAjOVHXxm8tss7lRDPFxvPkqwRAIhElHSh8Td9Z3oaguub8buDfOEocPW/Nu5Pv02ys4IfdmLuTzz29GxTqjani5kJQtCoi/oZpdzN5ZXIgg96uEcdXuKXJgno3SRVFoJCV4UxBsSxrpJ3gkL9+LkLVE1D9NwZjliPYwmpQlisdaW1BpSsSNJUskzkL6UXJihL1hONmzHwSQhIgX1ufoBNCVHOtHLZfpZZBI9hKHXNL1WpASSlKA7f3HshqKwWr8SXclSawyxs/RlLGcBX3gk5Dwz0iSdqU1M1p6NZWpMBsNnI5avX0WWdNqMdahqS4zxi3Bji8mtobWSTi7F0LtxvTqeV2S+tp+MGnJuS7U5xly/zlzjIEmtFSEkDtTuZrT6BKqSZrLyNGmlk7o10jSm3lB4PVdm34vv1/lBZRvLUy8jCBzcoEE+tTpySYmZnZF482KrtI7rLWLhXvDOoygtJLVulqQaLBzSeOsXl8WL7cnvW8S+AfHYl5vM9vnavtg5JHtSuzSdXNF0HlmMXGrdKcz6eHSEFmvTN1AxjxGGDqPlhyhW99ARdLIqez0Dyla2+ffxXP3HSEKiVV7GgjRNyRvliP8ETljD8kpsb/yA/qTHP644n3xqbVSdCB32BQ9D6CFJKZJygbo1xVdnPk3VmWRH8ACdiY2cI1/Lkvy1XJV9HyEBll9iR2MKP7BYkr8CWdLZ7t/LbDiIi80q42raw3wk0B145FKrSSWWcUXmXXRnL0CWEuwrmfxotI212YA/uPYQ6bTFR24+xNbzJzlak/jsxH/wsH0Xe4vfpC2zmatyHyAMIz/gTenbEChxAv8h3t39u3x84GresmaUnmAZqUQ3U/WdbFD7WJVOsTzlkRQq+fQGPL/MIfEcsgiZrqRZ1lHkrM4IEzxeT7Hgymxz9/NU9atYTiRfNJBR6VXThGFIIyhSsobYX7L50Gqd1ZnrmOIYMgqWU+TpOYtZW2V1JuDV7QMMJC8kpXWcdP9r1nic3AiyqVUcT+oXzeVPnhtPVEoI8XhwWvCj4mG+MTnO3fcN8NnBBapNDc3/TIRUMFmibOFL8z9iQ0Fin/kLZu0D/HRc4Ruznz3jRuPUECJBOrniBT8TBCZjpfspmccIg4ixH703YozuZidqJkQSsF5cxLWptxAEDneb36XHOJd3tb2CgcJ13NbyEYSQmfbqJJTIYzoSUz9+/aIuj/W85GuLfgvv6X4/IT56EyP4XwuBwv/rv55fTBj4Dbj34BIeLn/2v+XY/93xoihMITSSagtld5QObR25sJWGVEYIhby+NNKECT0UORtrZxWi0rg1iuOVsL0yQWBx1J5GU7LIkk5a72r6OiblApPuXoC48iZhu2WC0MP3z2T1FOJ6cxSrJUxthhWpK2lQZtR+BkNtJy/1MO7voGwew9GqaEqWFak012au4E9Kj+EHNp7fIKO0YsgB0zsTPDwrk9Q6ySb6qXnTJNQW9FDH8kuE+Jj2JDllJbKSpWoeRpazPF77apyUTmNao6SSAzScWWRJZ4/z8whQruSpOGf2cv1NYnXuRmRUDlbvJggsdDVPw57kS9OfIQwDgqDOdP05zjZu5RWd7eS1kB+Nmsyqh2g400hSMqrQEaCLDAvOYYLAiassy9HlLKXGMTQpzQ2Fd/Dj6neaTL0TQ5Y0XAJcd4HO3PlYXul5mn6nvWOhTdU8TDq5AtOeRgiJMAz4uzUfYtusz0+r3yTEpxbOMFnehiwl8AOLRqx5lzFWYWMxF9SoW+Os0C7jms4sD5XhxZi1nlckqffSwGWtfhVlMc9g5QFasyvQ1Rw+PkmyjNUeP+NxFkMIlWxyKcXabgQykmxg6J1UzSPIcorAN5tJkBPUyCo9VL0piuZRFCmB69dQUmtQZZ1BKWKGCaQYe6ljaG0U60XswMK0R/hK/eOcusO3nEkMfQnmCbv2XdXvEQROjIGK7JZSQRZLKlANZ3EDM2JNm0dQlQJpuYNZodJw5mlLrafsjJBLDlC1xuOxEpnUu77JMuk85hMTjFQeAUCRc9FCWoH95WxTqsZxZ3CQac+eQ5e0liHxJFXzGGEYVYfTorVpIJ9Pb0QKJZx4w1j3ZmiISDdtUSw4CGzas+cwW3mGSK1/kSUc4pxRdFNwY/73qYU2j1a/yOcPGfyR5nC3edfzxoui5LgudQc/dv4WCNG1DpJaW9Sujn1Qw1DCO2VOqlvjcFJlTrBVuYGh7NHTKsYfqt/XBJpDiEBhSDrEzelzebI6RULOkkl3EYYBMiqVcCqeK03q7iymPYsfmITAK64fxvZv5t0HIqmjUv0QIT6SkNDFonZejbo1iSQUFvydHCWa01dmN0Q6eLE7SRDUGCk9gKpEGGhkOFr8Ce3Zrby+axmzM69i0NtGVu0hrbbyravneWTwQkbMS8mpIRI+b7j6KGpvgtIEaEuT+NMWt/WVkcU7Gan5fKvxt1heCV8NaMucQ07pZ63SCfm3ERDwqt40O+ZDPjp0H18ePo+jPBvpUOYu4Q1Lo2tcchUOi2NUYreMyerT/MFg5BbyF6s7ueqSEZz9CmYpy5wtcDCbSZftltlfbuCEHjuDB6lbUfIaJEJWZGs8fL3gZ/su5INHf8ra5LX85eYGUw3YW0mwt+gxaj+DOGUjrspp7KAWeeSqPZSJGNG+Xz3tRnAxAUknV8SC4wGJMMXOyndo+B8gTfJ5hKozxYrCK5FROVT8fvO1p8r/RsZYjiqn+NbUMEHo0aGv50tTn3xBiZDFOM7OL8Xna5+EOVskxy2y2xfj+UmeT6m2By/Z4LFtm3h0zqBX99nhHiMMI63KWuMYn6o+Rnf6HB71HyBrrOCp+rdO0KWEVYXbmPeOsVDd+YLn/Hj1S0xKVwMh0+UX0oh7cajNibGy8Aqu6JonM1dg//5O3n/4Z7zYGvM/FWcsDQmh8Yr8h8nIXbieyWDlAY75T7PQOAJhhCfKp1ajKvlock72kVRamalsx/EqBIGJJmdoz2zG9yu4Xi3G7qiY/jwla4jp2i4iC665pkyA7S7QYqxueuudKUI8LGeCvcVvMl5+BCEk+sQ6WoMOUmonspQgCDwcr8LT5jhFB27K/z5X6a/mFZk7WCV3sa6lyELN4M7yz2k403iBiaG0sOhW4fkNSuYgYWhTMYeaD7IkNBTZwIx1pEI8ao0hZClBQslFlUqtjT7pLBy3+qLl2zOGkJjzjjDrx0SEwMF2SwgEqpxGldOkk8vxAhMVlQ++/BBvu/wwH1ojs1K+qJkwFfRlJJQ8Bbrx/Bp92YvxA4dS/RCK0Mkm+qm702x3D2O7p/d2TWptkayIlKBmT1G3JjH0Adqz5522AnHi3QJiZlcQy0VItGkBm1oULHcWy5nBidl9nl8lkxxACI2W1Bo+u+p1jHo7eKr+LYRQGHSf4KuzZ257RiGjqe0ocpKDbGOGYYZrj0atKAI2qzfwRPUrWNTIJJc8D1MRsShPbjFnjWX0qGehq52oagtt6Q18cvntKEoh2sxIGj3prZjWKFV7nM4wYnWtzlzHitSVyFKChrtAMRxttuxDAiShoEtp5qq7QEjxMxCBmhWlJQb+yoBMUu8lk+ghrXTSklyJLFRkKYGutpBO9JLQIj243Y2f4oU2LfRh+xUu1l4RJZqhQ2vQgxrbMM3WnsN2y8xWnsVypkkoeXrDdYRhgCZnmJcmqPkzpJN9CKEQhA6ynOGzo3/FtOlxXe5DTUFRIWQcv0Z7GOmXSZIeVdFCj8OVe0hq7QgUlirnE4iAJ2tfI6lHGmmLz10QOHSlt6CprcxVdpxAgDj+HB2vigjOy72bfHpj8/8SWjd+GPBE/ZuEgcU2dz83PrvvtIrunrfAj4tRAifLWWx3jmXK+chCRREaSb33BPLPiTp1cVW8WXUJub/8jwxXHzntSHS8EqrSiqa2A4KtuXcwUn6YL858mRmGWTCP0Br2UXKGGTQfJS96sfwiDXeBm4zbcL15wsDhT4ae5Y++vpK9FYVcop9a41jEIkamN3MhI9XHmkSgIKixaD8HkNS6eaT+ddJq5EpQCSbpyl1KGDqRy45QKDWOASFzlR18bPDfmGMEy10gDANK4QT1us7Bqspj0x4TDYm7x0O8msA+ZpHvsRAFAymlsGnLNG9bOc3VXfC6tj8ioeS5siPLn/XfxFXJTXxgbY0/XdlGVczz4YOf42fmL5mt7uKx8ufi6+vSzjIendPJaw6X901xQ2Z9LP4c4vtVpsqPMhJEFTm5oLDkYpOzl0xTcqAnWMFiNcf1azihx+7wUaqNMWx3Cs+vUgpNnlvIc2y8hVs2DnHXWdcyER7g+6MFfjWdYOe8zxPeM9Qao6ewUiONOiESdBgbsYMKht4Xj5Mwfg4SGPpAPC/KJPU+MsYqwjDAD2z2+MMkwwSSpGEFgu3+vbyUZKMQdjSfl+PhUzUPU6ofYVfpqzjuDEeLP6E3dxmSZNCWOYez8m+Jn5WTK4VhaJ2SkJ3cbhVCJan30Zu77AXP6bibRLTJKbkqRyo+Nddn1H7mpGNnkn3cmLqAmj1FuX4gxmIfT5ZK/iivztxywvdrnEocCYIaR4s/PiMz+Hf6/5T1hTe84P83j49Ce/Y87jy7hyVLi5zdWuKO3ZPNrsH/xjhjEtea3sg9ta9Q9afQ1Axt6Y14foOGM00q0c18/QCVxghB4KDIBn5gM18/cAKrVUNVDCrWaKy3lkNTMniBiSLppLQI6Ov5jUiLzq+SM5azKn8zs7XnXlLZF6Jya7UxzJC/nYPB45jubCyP4hKGHlPhIc5vcfjIBhch4J7GD+lOKbi+zBOzearWBJKkUbHGcPwaObWPOWmSjsR6ZEknlVhKUmvnluy7UJWov9/SNMcWsZFwgOebVKwxKuZRGs4cVbFwmgftdCFQlBbSyRWn/W1CyGTkLtalb0KSDRJqK0KKfEhdvxLrh3lsTOeQdIG+OsmKfBkNNdrZSwnGKo8zV91FSUwjywYjpXtjGx2JsdJD1J0ZGs48U+6+09K7AWrWBCsyV0XfHydCqmJgexUyySV05S6Nr8UprQQUFDnSygqCyALK9yt86NjP+ffZZ+L2uYQXOhh6N4qS4/1dt7Mp+zoGpLP5xXhITu1DkzOI2KHj8Iv44y2aOweBg2lPY7pzLNhHySUHkIVGKsyjoxAGFnV/tmlUf2JcadxBOnmiybqMJFRm/SMMpC8lDAPmanv5/NgwnlckCBr0ZS+lPegnJMT1auyxfo7lLnCw8nP2l3+I65UIw4C06GAqPEQtmGHBHcT2q6QoYOi9XJn6rZjhLZq/4Y0tb47FdwMkoVK1JlhoHCErOpiv7cd1F6LXG8MktTbe2/fR+HtaUdGRJZ17K/+C79fJJpcyyl48v4YsNDQle4Ksh0/NnmJn/a4mTKLmz1BqDNKiLiMIHSQpQVJrB0JkIfjnCysxwziSu6nb0zwX/BrLWUBXW9CVHJK8KDqskDFWsK/+M/aV7iRrLCWXWIpAIiN3ocUCw05Qw/UqpJIDSDErFiJcZmR8L+L7nOHmjk42ylc1x5rlTHJv5Z+ihUFIZMIWxkuRsOyJERmfH9+pCyKLoR3lb1BpjFKxxmjEIrqp5EBT9iJrHMe5ngi2jpKLGoqcPyn5FyLBmvwr8PxKDBdJsb0aWXctN17GRs4mDAN2Vb9Hi76CDmMDLjYL9UOY9jTfmf9HFkkUw8V7+MzIx/jCzI/4YNcV9OQva4qBnyOdgyIlTqoanYixajiTuN48qkiiySkSUo5OsQJVaSNrLMfzLXLJAa7OfZi27Bb+eOC3+cW5K/nnNW/jC6vP5tbMpfxwqIu/n/gBTwVP8tnpX1L3PcIAzDmV5OVdBNM1zKMe257p4VcTHVy3fJzfXuWwWlzAfTMlPje5n28Xv8W/H8nw0aPHGCzfj+eV4w1cgK52MlV+FIBe2thdtKi6KpmchSpBPr0eITQUpUBn7iJen7+OrOriLXgIRZBd4bE6E+LFskMAbekNpCQNVUriB1a0Jqmt7LB+yp8O7WZXKUutorOue44LpEuZaQR8fuLfeMD5NaPlhwhDC8uZiNv7kSB4R3ojy/PXYQVlGu4CS4wLaEmtjkksCmHoYrmzJPV2VhVeyYBxceQ9HrqU6/tpUKFHyTKQuYwWLTKx/01DoLC9/NUmYP/UMZ1QW094JWSsFFliXaq+nERokJDzKHLuhPecGRoDUZJXSC7HC+0INnAKlACgPb2Jzuz5yHKWjuwWtrTP0/ACng4fZ4V22UkbrYXqLr5V/B5vbb+D5YWbAbmZBAqhsVA/yPfK3z/h+11eqCJ2auUzgvtEv6c/JVgIRs/424RIcEnufTxz+SbyRgO7qvAPewscKN55xs/9T4cIw/AF035ZzjbNytOJXgy1HUXolJ1IKkOXMyzUDwDEkg9VDL2damOUc7Jv4P0DHXxryOL+6r8ihIQiGaQSXc1FwXKKON4CmtJCUm/DUFqYqe2hxViFJFSmyo/xUum8kpRmU/Z1KMiYooYcKsioHHUeoWYOomsdEXPPrdKdPoe14QbGmeLNXcu4d7LGNvenNJx5UnonS9XzkVFZEBORiXTmfGYb+7gg8Rp2+Q9QbYzELbSjIBRUJRvvsCLPQj8wUZU8q9LXUmOe8eq2MwJWJcmgPbOZmcr205a9M8Yq+vWtjDs7qTaiARm1ZnySeh+SUFGVFJ9a/kou6pxn2dllAjfk/d9ZyVemP0k+tRaAqjWGIiVI6134oUfNmkASCkm9DT+wyWjdeIGN5ZWomAdPOgdFaSGld0asQr2di9VXskdsZ2m4gcPh03ihTbG6h1Qy8rW1nDk0JY/tTqMqrfRktpIPOzFFlZHa4zjuHKraErMKo8lbV3ORtqB5lGuyv8sdyxK8/9D3adFXMFx6AE3JI0s6DWcyqggFL9x2l+Usvl9nSf5qKt4EeXUJ8/ZhWvVVhATUvRlK5jE8P6oOnn68RbZm0gkCwZKkEwQ2A4VrGSn+Kp5ABOnkcuqNYYSUQIory23pjUyVn+DEyUegQOxHGCUNGgVjBUHosVxsZVIcZbT0AIqSj1o+ccVJlrMYeie12LEhZ6xEFgqKZFC1xwnDgGXGpRys3o2u5MjovZF4qdzKuvBstgf3UzaPEfgmqtpCPrmMrdLLuKfyeYKghqZG8ie2G7GThdDIp1bGvscRQUUgNZO9RcsaITQK6fVN5ubiePX8Riy8KZCkJIqcxvNNgqCOJKXIJPupmIPN3b6udtGaWo2EiiYMzKDYnAcWrxlhwLrCaxkyHz/BMkdGVQpNcdjTxanMtuaYlvOR3E7tOSLR2U784NSKxCnHEhp/tuIj/PPUj+LPLerdhc97X6Rrl8P3a83vb8mcje2WaTizTZiJLGl4voUQEv3J81jwh7H9iAxRMwcJ8Z4n3CpQuDH/YdoTGj+p/wxZqJjOHLZbRJYS2O6iJMTx85KkNKtzN6KHSS5OL6HiBLxvtclwPcmPR2HILdIhZbmlT2V/RSKlQFaFigvfW9iHh828c4Ry/RBtmc10Kuu4Mr2cNw5U0WWfTdeWsIY9/u7BVWybayAj+NjmBl8bLHBf9TCHq/fRmlobOd/4dYLQwferTQiAJCVoSa1hrrIjHkcruD3/Os4qwLmFGu/fU2a92s3NfSFlVyKnBvQlLWQpZFn7AumWaO6cGsvwlzvb+WHlO9Qbw7w890E6Ejq77UkONe6P1iQ5Qbm+H0lK87GVH+Z95x0lu0UlqLmU90nc/Ms028r/ftK4SSdXxALTEudm3sIqrQ3LDzgaTNARtrFf7MQOKlheiYY9S9ZYiuvXCcOAWuNYE34RVfwFilLggtQbUVGYkiY4UPzeC46704/Fk0XJIcJl3py6je/M//NJ7GshEvTkLsL2y8xVn0WR87SkImJVPZhvJs4v8o2kEks5T38lvy5/9nnPlBAa3bkLWR6ezXbrB/zy3NfxyFyavxj8AhcaUTXs8dpX6c1eyHDxHmQ5SxBYvCz7PvYED6NIBnP1fQSBRSrRyx0tr+e75Z832e+/SU5wart3kUX8QpHU+3hP19v52MsPo3UInniwix+Mpfnc+Kf/Wy3W/isRhqc//zNi4nS1hYTaQsOZo2aN03Dmm9IBCbWVsjNCGDiEeNixSe0y9SIGgY+ubKXfqPK4/dOmlZEvFEr1I2SNpVTMIdrSG0hImyg6g9SsCSrBEIbeSbkxHIOpIzuplxKylMARDZJBC0voY3vwEGHo47hVENHuXJaW0pnahEGOo+IoRW+Ib0zBerWfpeJCppVDlBqDlLRpSs4wYRjQkdkUOUAkV3GYXVQbI3h+lSBsjeQ5pDSeXyMMHDS1jbONW1FReaz8eaa9/czX9vFi1PMw9KIHXIqYvqdGrTHMSBiQiMHuIUFMBqmiyEkSSp683M8PRz3+ZnSGNw9t5C2rJqi5AYqcpU1dSUfQw1jmCH7oMll9mlXZ67HdMqY9whXGm1EUiQcb38ULGie0j45HQi3QqW3gSGMU2y3zgPMVWlKr2Gn/HEmKhlNC76LhzJJQW1mev4559yiypGO5swwX72FG7yOj90bsZXxcr0JS70aRk+S0JYyXH4sA2rLBxe0p/n5omIp5KNYNDMgkemI2poTr13FeMIkTkXNAUCAj2hmtP0xFDAEB69VrmJaGsbwyy7JXMWXvpuHMv0CSHTEyF5M3OK4/Nl1/LmLGhh5CqFyi3cq91mcJQ4dsaiUNZw7br3DqOA7xIOT4ffZhujyDLGdJZgp4WChKnoRWIAwD6pbD+dl3sMe+h6Xahcxr3ZSt0ej4biQi7HnF5s5akRKR3Zk9ju2VSaSzPMfjVBoj5IzlOF4Vz2+wYB7mvVuuYP7QW3iq/C94fo0gaLA5fweHGvfTsMco1vbFk6LXXCySWmt8hRVCQsLQpVjdwx8u+yj/PhslNieqwGtqO5JQsJwJBAoJrRtVSWE5RXpzlzRFdh13jry4kmP1XyMJFdsrsphAB0Etnr9lXt+2iq/OmRxzJuPJ2o+T5rB5Xsd9VqME64Umcc+vUrMmuDH/R9xb/beIQVvb/QJjKr5/ocNfD/5Ts+KWSS6J54RFCEJ0HjfnP0RKUfj+wuea7WQRa+hFFlk2llNHINOa2RRV/JX2yH/WGqUzdyGt0gCHnGI8v5y8WId4/Lz0D7y+/SP8bPMV7Cmn+eChr5M1lrJQ3R2fh0CIBK3p9VSsMd7T/R7eu2aGG54Z4WtzD/PKzBvZ+rJpzrFC3F8t59vDae6tfZW791n0ZS9mTbCeabEQebpWd8VjOcJGWV6ZLqmTTfmQbw1n+Msrj2KNBni2RBDCE+7P+L9LXsMn9iiMefNs0ZdzKPRoePP0GucyVH04XpxCgqBBQutmc/KVbK9/t7kxukx7JT2GoOTA9mKaNUqSc9skbrvmCFJGprxHYJoaesJF032GBwskNQ9N8elPyZxlXU9nMsPbloMQHjOHWvCTlzMTHsGMNytBUOORaZPf7/DxyyFBLeC+wwMsUWCbkCCMNsq2u8DLk6+jrrnsEdu5ONvJ5rzP3rJKq7sERQKzuo5R6RAoUaHi97pewedn7mO6/CSLlVTfr5BOrqAjsZ6qP8W5uRb+aeTjz5snzhSR5E4lxrDZzTEny1kuVW9hc4vMTb2/w3eHAp4KHo0TtICXqRdz87KQu0au4/JOhW+Mz9ASZEhI69hTaGWo8iC+X0GSjNNukGU5Q90aYTw58rwEri9/NZowOFb8BbPKPvzA4uN7JT60tsF1s7/Fg9b3eV/Xm5iRXs7trWv5pLkHVU5hu2W2WT/kksRruK/8D83jVc3DfFP6YRMfe3ICJ7/g9VKVPEHoNefzU599RWkhnejhHa23cVm7w8XLxsmfdQx7POToU3n+ZK/Nk5XPviiG8H9DnLGdutx4WdP3UZI0ejPnR/gWoVG3hnC9eVozm+jMXUQ60YMiJThg3kO1McpPxxRu3PlEpAkmEoShi+8d17rSlCxCSMyYe2LmoddsyapKCk2NvDJfagShg0kZVzgcE4M4fo02ZSWG3hG/I8Ry52kERSxqHKv8Csevc9i8n/vte5gJj1C1xyONtaBMm7aapNqCF9jYfhk/dHGCGj2Z8xFCRlMypBLLCAlIqO28ufOPkSWdo8FTHBM7kWSDueqOmFVz5gERhg7T5Sfx/eop/X3R/H8hJFJKB+vUq9DlDK2JVeSTy5CEQsNdIBO28Cvzm1SDGf525Kv8cLCb5VmFTLIPO6wxJh2h4RfJia7IczHM0pZcA4Q8UP8KR8UQpj2G59fwTrMD0ZQM085eurPn0ZZaS0IroAoDSVKw3TJJpYWUFokM9yfPoyXoolw7gKoYZI3lzfaS7Vfw/SqKnKMtcxbZRD+2W6bqRg9ra2YTd7R/gItbG4x4OxDItCXXkEr0M1d9lrnqbjJ6L+4ZgO359AZSWgdtyTXsL/+QMLRJJbox9G4O+o9QckdwvTpGmKFLPyvWfTt9CKGTMZZj6N2xy0AUljOBqmTj92g85d9Da3o9Sa2bujVFEHgUa3tPuZentixOEMn0K0zWniUIA3Q1spSqN4bpzl3IR1dn0dUcs+EgE6UIc3VT5q2kEv0ktVby6Q18fNUHqFPEDxxsdy5qWyb6mK3ti7QZhRK5jrhlbHcBwoC/PlRjh3kXsJichuwqfY2GPRYBneV0ZJEXWkQVrzaqjUEq5iEyxgoK6Q0sWlt9p/gketzCPjEcdxYrtrqS5EhHUpczGHoHbmg226OtmU3sL96J45XwYgKAEDJhYJ3QmvT5yewkF6obySSPK8gfrzpF7c3jBIJoos8aa17g+vsktVb2iT14fpXJylMvopMokzFWxZW1MKro2lNN/OLSwg1cl/sDQLAQ1Hn9gM8rcu8lDN1mhaBqHiYMLfLpDUhSipCQhfoByuYRqu4EDWcWhELNmaROkYKxgnd2/yFJvbfZqjvx/L9f/BeemM+wIm3Ra5wbL3oBAoWO7PksyV/BQ+dfyGvy7+Kp8ix/sj3PcPFe6tYQ6wsy1aMSR3cWeHJeQhcyranVGHonpj/PoDREXZTQ5Rw9+UvozV+JECqq0sYNxu1szKX5xkiVpytz7DvWSW1W55lDPbx2YJ6P9r+Wm/tn6EkpSAh+2bibrLGUf1vzKnqDJbheMca3RdXuXHKA9cnWCDKBElXmJZln5izK8fT551sW2JRrIKUkpLSCkEJSaZuWDT6BLzhQzjFXT1JuJEgpcEVrK5d1qiRlH8uXyCoaRpgmJbUhkCIHg/zb+dtzLKS0hJAFYQh2IPjDDXW2Zn8LSUph2VMEQYOq75CSVS5VLmJDLuC65ePIEtTdgIoTYKBjiDw1exLXm+PjQ19AF89nTfYktiATVU4Plk3kJpTh9GNOlrPcUvhj2jKRp+jlqTu4Mvt+fq/vA7yp46O0Zc5BUVr4YN8H+datoyxLubzqsmN8bEuV23NXoSgtnJ99B7+9qsGqTI3XLBHk1WiNfcj8BlNBmWuNTShxu/iFOhxJrR1ZTjFSe5zjSVX0TI2Xfo0Tmujxpi0I6vyy/Pe88+Cz5DWFhjPL1xYeoBiM8o35XVyeeD0V8wh+6NCSXElAiK52oakdXJR7P0JoJ+HQT3x2T5yHTw3HncHzis2/JcngrPxb+NDA/+X7536EYze8iol3buSTfz7LLe8tkVniYR4L2Luvk0/uaeXJyhf//yKBgxdpp2aMNU1we0IrYDlFMsk+Gs5cs0Wiqe0oUrKJnzKtUTS1DTcGzd93/jJes81kd+nr0RcKDV2NWF8CmYYziSynKRgrWKgfRBIaSa31JPHKl/SDhMa5ubciQondjZ+S1ruo2VPY7sLzjidJadozZ+EHNoYcnVPJGeYm4zZ2uyMMO9vIaD1M13YRBA4dmbOpWKNY7jx92Yu5SNnKm5f5/O2hBrvcu7HdcsR09B0azmRTIiWld8cuBmdi28bn/7yyryBjrESRkk32aIexkZo/Q82aYE3qOmzRQA+TZMMctrAZDfcwV9uLrhS4Ink7KVnhIfc+SuZglIijkgsjH9pdpa8hhI6qZAkCh5DgjOVjSTLIGSvxAxvHq5LWu6hYY7Sl1jJd3Ulf9mLGKo8jhIKhtWM6s/hehfbsuXgxMURV0mxM3MQR/wna1dWMN7bjBzbZRD9F8yhh6PHWjt/hby4dZtdoJ69+7qdUzCNkjOVNppSm5COz9BdonwkU2rJbIp9QZObrB2LNtYBUoheALv0spuzd6HKGUmPojK3uztxF3GxczVdnP08YerFLgN/8rp78ZYyXHiahdcaG7BkUoVM0j56UEEhSmjCwkOU0imygKin69a3sL9110qQhSUZTz88PTJJaN7IcyTwswgGuNl7PL2tfblbPFKVAT3oro+WHUZUo4VushslylqXZK7HDGjP13XSlzmai9kzT8zWqCj3/ecul1nGhchP317+E5y2gKm28s+u9fGHsb1CUPEsylzDnHKJcPwCEvLfvz7i5x+ZVz37plETouAn9ifdoMUFsTa2m4ZUo1Q8QeSVfgYLOcPURklorjlvFdhdV7mX+dMX/4S0rprnw8SdOAh0b+sAJLd7o+Tv1d0Ut9uMtplxqHQ1nHsedZbFydaYdvyLnSSf7KNX2I0k6OWMlK+WL2JBs5ytTHyedXB67Zkw1v+9dXb+HIkF3UvDx4a82z1FVonknoRaoWaMRCSywMZ15GvY4/fmrmG3sw/EqSELjqtTbcPF50voBDWeaWwsf4iflf8HzS3RkL6BTWs0x61Eazmy0iMYtmOuz7+O1AyofOPy9eExEv0mSDL65+YPsKCkcKbv8ovZVwjBgZfpqyuEUslCZaxzkLa1v5tul75NQ8nSIlewpfZtsahWXa6/gAIcZqT1OX/oCPrd6NVdcMUZ9REYoAULAyFiBn421srvo84j7OG0s4aaWAf52+NMEvhlV7u2x5jP7N0uv48NH7kSSVC5UbmB78BCXKddgBT7/9yyb/tYyvi9R6Grw2YdX8ZY1o+S6GwSOYG4qzbapdlZk6gzXDR6fUxmpuWxuUdmSt3m6qPPwbIUnzO/wupZ3sCorc0V7jXPPnkDrUSMVG03GHrJ44KkBNCmg4cvYgeAvBofYX7yT5YWbUNFpUOGzKzezpXuGL+7v55k5m2fDbUxWno4rwFFiqig5gsBptsEVpYUgluN48RB0ZM/nA13XsSrt8r1h+EXt63Qam3hv51bOzjUIgSWZGu97Wmdf+ARrxYVsymb5WW07+bCLo84jUTW/MUwkjRS1rQk9FnUfnz+HvnDb8rzcu7mypZOV6YD9FYkfVLahk+ZV+fXkVKh7/H/Ye+8wS67yzv9zTsVbN3eO09M9SdIEaUYRJQRCIhgQYAwGk4ONDQbMsrbXeb1mnTEGY2wDJtiAwYAQWRIooayRNCNpcuzpHG8OFc/vj6q5M6OM0+7zW73PowfU6q577qmqc97zvt/A8VrIvNdkXs6z3ZjgbRMu5wwsc3SpyCcPOnhhRM7UWHF9vlP6M0B1coOh9PmkVYG5cA+XG9fy+jFJoASfPhbP333Nr562FjxZxJ7K/ZlzucK4lPGsxoAdo9LHHJ/z+paZq2bZVc7wk4WInCEpWoIfl+bY796S2Gr93+XKAE/dTn3aJE4Km4niz3C0fGOi2VXHsWIf0hhHEGO4IhVQa8+Qs0dZbRxACJ0waqNJmxem38bNtb9FRR66XkDXbEw9ix80kVInjFxMPYutF+iWaymrGRr+EmHkPam8xTNFzC45n4I2ypJ/kCBqUWse5qluipQZ+rLnoQgxhMNycx/vHXwXD5ar3Nv6GkJIvKCKY/Wjy1SHnaRJk1/oeh331Gc4ET6EKTO0wzLl+h40LdvBO5xbeAs/1zfGJxZu7tCfhTDZUHjlGbTw07+BoXcnOJH4Gr849Dv8wcUneN/tQ3y78ilSVi9KRbT9Umx+7ZdYk7uCkj9J3hihHszHDGB/GaUiuu0NCCGZre3EsXqx9QJKRaw2DxEEFWSShD+Vcv3jx3du4S0caN6MoaeJooBI+URRgG0WiVTAOcaL2OPdRBDG7hlZYwhTOLRVhYXaLrQEBxYqjzXZy1hy9+MYPSgVsVR7mG35N/DPO9JsvKxMawr++q71fHrpLmar96GiNrY1QMYapOEunoaJOvOepu1Bas1DdGXPY4t8Pjvb30JKHV1L4ehdpESRs9QmHhOPsNh8DD+oPykGSqDHYPywSS69gUrjIEJoaNJJWmeKuDIzgetXKDrrqLvzFO0J5moP0JPZzGLlgU5rSMoUaTu2HVt1jxBFsSBzqXn4CQuTlA4q8thSeAMX2GN8YfGjbM39HGWxQMWfJq33stzYl0iGHEyerVh93TT6GMpcQF718kjlq0kVSEPXcoRRE9voxQ1KRGHztIU8dqKIcZkPo2kOA5ntzFbvOWPDMfQeFFFCULCTE2/83IwVX8JrchdxS2WSPfXvEASrSJnh4uxb2R/+5IyE6+TcDmYvJC9i7bxD9ZuxjDyeX8My8jTdhSfFK76q6zf54qsn2fKNFU6Ubzp1TWGia7knVNIKmS1Um8c7LeGT3YHTW4PPNqTMUEivZ7W2i0xqXcx+D2s4Zi8Zs5+rrSv4p4WPdOYqCKtkU+N8cuNrefm2Y7zshiL3Vj8bM+dVbD02nr+amcYDcbImTaKozWDuYgyRQsMgwKURLLJNPp+7ml9JMHs1+vMxg3a2/BM0LUvK7O24ZPzDlg/iR/Cbx75B011iKHsB09W7MfUcLXeO+ECzlkusV/Pjyl+TT29ko34lJ3iEPrGejdoIe6IjTDbvRoqYHGUaWcr1xxDovK7n1xlwdJbbIY0g5LpRjR3dZdZtjF0z7PU21Yd96lWLv9g9Qs2LaIWKiazGXDPic/MfSe6ZgVIea4sv40pzBzu9Ixyp38qVzi/QxKUkV7gstZ6pZpt/fskcVjZk34E+/nJvmu/UvsRtF7+Kcy9bRKQ0GocjGmWLnbP9/PmhOiNGjhcPCc7J17lvJUc7Esw04evV20iJIpVgijXaDv5xu83mayos3q/RvclFpiQ/uXGQSMEl505TW7S4f2qQH84ZfG7x04RRm77sNn6l7yrWOgGfPFbhhNhL3Z9P5JYEUqaRQu+sKylrBC+o8jvjH+Rzy/dyonwTAp2UNfyU69grC+/jf51XZXzjKj98YC33r5p8bPrveM/gezg7F3HjbMCNjX/GD5txZfi/oHoUkw50HGuQjDnIUv0RMvYwF+gvxRAafZbFprzkUDXiyj7F5YNLDI1XUaFAGooohHd9Y4J7w4d4gXUBX5j/kw7eM+7GtZEJfOMP1r2fc/Mul4zPYjghhhPxvm+u5/r6t1AqTBwrYrFgQ+8mCKtMFF7KX647m4tG51BK8NhcL3+wv8n99X/qVPTCqNnR94vj/76k7fHxb8PEmX0sufvJpsZoeks4VmxKXW2diLWG8i+jrarMNR4CoNqeSsC0S0iZwg+WubHyF8nVNJQKSJt9hCpACEmjPUNPditKxUw4LFio3Iuhd8e+kO7C0/gQPsUXJWCp9jBLPJws0k9/c+LTqk9eG6YazZEye/jsyjdpucs8z/l57mx8kShsMmpdwGu6NlD14Zp+l9c98iW+XPo6QRgz7fywgd4Bvrc7gNGj3t382fS9NNy5BGPgIqVNPurGNPpQKjpDFwdA12zaXlwNyzrrubIvJNfvshg2OhUAQy8ikKy3r2TZPsG1znl8YflhXL9Cn7OZdlSNsXIyRYjP8/VL+YbYRRh5pGSR+cYuwrAOhD/lHCuOefeSMnto+6ukzT5WG/uRwsTUMjTcRUIzwDF68LQGjt7FauswblAiYw9jaBna3iy9uQspN4/RjOKS93J9DwKJbfbx4bUjLLZccg+7PDjfy31LbabLt6FpaTS9gK6lkgTuyb1oB3I7mK/uBATV1gnO6stxd72CImJD7iWUo1nWqnXcr24lpw2xzX4FO+tfetJrmUYPudQo1dYULW8FXcsShLEvqmn0JgreEfXmMUyjh7wcxrAdNGEQhc3H6RYpTroYTJZ+iKHHJuMCjeHMhRyv/PiMZOnk/z/m3o0v3A5GsaD6yem9TAe7E/kOg6yzHk1a5I0Rpip3EkZtXl+4gGFH8eFGDj+osi3/erpVF/d7346T76gNQkcQ41/XpC/laPVHbOBCnld8PpaUXDmg8c2pc7mn/Y2OPZsfLCfsPNmBSDjWGF5Yw43q/NPqd1muPUzswpDDNrr57IURkbqci++q0WgfS2YjQKmAsnucqpiOMY6Jq4GhOQghT0usT7ZO4vfku5W/433ffR+LzdvPfDpV+KStUEHsbNDZ5FSQkFOa/LS42yhqUW/PYhkDsehx4kxTbR7AMXqZaTcTxisEYRWlfFy/QloPyWzUGDcL3KN8grDNuuJ1tFWVY5WbsYwuNGnjByWE0Ki4cbvfNotcoL8UJc9mv3gQ159HygyZ1FoWKveyphAL+Foiw4K7By9YRQiTz09WubhQoNo4hNQcTpRvwdS7ki5KXBESQlInbjtXGvs4krU4X17NQbGHE4GDJVKcZ1/HYXU/QeQSKZ+UNUJ3ahMPhfu53DuHRbfNh8+SOLpL3TM5uL+XrnQTYz7E921mK1kerKwikGxI5VhuKzbmJWPui6n401SbRxFCZ0N0NllDsNI+zrrMCzjOMY7X7iBldrMkxvjIuW3y2wRhBe5dyfFj93tcYf8ckfIRpkS5EUFb49YTQ9QDgY3JY+EkL2YtXU4LVnLk9IiLR5qMlZ7PXEswWdtMt60x03A5xyuh6QK93wIpMGVIj9PC7JN05TyuGTzOy3o11n/t3Xxm/gC/sWYDfVabzx7WuLfy97FSQKeFHz9vQbK2pu1xXph6Hbe0vsbH5v6VaiOuhr648GsM2Bafn/+jM55WgB25N/AL44Kpeob3fEWSIWAXt+P5K3z8NDu4/+o4+R7FWm9xoaXSqPJjTtMKTZANX1gwSR0YJHvvEDk5SCHqpU/k2VLUGeMiri8/1uk8RVEd2x7mhfarGXYMjtVdiqbi4wcDPni4yga1kfes1zivS/CKkZfTDCTvPXQ9lcY+Lii8i2u6Brl5dY4eVeBjh9ocPjzNQn33E/bXx32b/7yJ+i+Kp63E2eZIgk2js4E02lNkU+PUmkcoZM4BSMR5/YTRJhOgZWyNcwocKdC0LAKJY/WTMrqotqcwtDQFc4yV9iF6UptYSuw2wsh9hpLpf0wYeg8vTL8NgFmxwIHGjQgkupbi02e/gT88fpj9pW9g6EXCqI1SAbbZgxRGzKyKPLZlX8th7ydx6zBsJhu1jSbNBAd0aorjVs7JdmXcju5Nb2amfGtnPJel38Tt1b/tbDgX538ZHY17ap9PFvllQDBRfDkb1Vnc3voKQeKv2PZKjGUux8DiUP3muJ2iIsZzL+Ro9Udo0qaQGqfuzj/p6e/ZhJQZTD2HF5Q7TNFG+zh9uYsoNY+Qtgdw/XKcMJrdpI1ehtXZPNK8AUNPU28dSWjkOj3pc1isPUQUndz4JB8Y/RDfqNxLVvQy2b63s1CsKVyLLXIcr9/RYQFHUf0MAK5tDtHtbGKhvjuRr6mjaxn6MltxRJF591F0GUsraMJgQp3HA82vPcWzppFz1vN861U8EN1FpX2ctreMUj4X5t/FO0Z7+cepJXZWPkvGifX3pNBJyx4WWo/RdGdOOxlrSJnqaHcFQQnbHCRl9mBqabywQb9xFgcr331Cm+Xk98unz+Z5xsuZY5G6KNOI4orHgNiIRNIUVY7V78D15xHobCi+ikPlbyOljWP1kzUHKbcmY/9is4hj9PCe3mvYteJxq3s9XlCj7cWYxJOsSiEMbLOPzamXciJ6hIzWx5poHXc3v0yQ6PxpCRPX9Vfpy22n1p7tPFtSOigV8N/GfpO+RPbx8wuHOsxSIUwmCi9lyd2PlAbl+j40LZ3cuzI5ZxO15hF6cttxtO7TmMBPFWe2gZ6KlWYZA/Snt7HcOvBTvgcC2xxkk3MNh9t34AYVwrCOqXclmDxJzllPrXUs+Vn8XOlagTsvfSs7rlnhxN0O193XYE/pS50xWmYfjtVHqfYYV+Tfywl5iEa4xHL1YSyzj7Y3l1SsYlHknuwO2kEleTc0fmvit5msh9zpP8h09e5kjYmt2E7ex2xqnKw5lFSL9ncOy6uNA/Rnz2Ox9ghpe5Bh8zz6on52h7ewXbuagmZzQJ1gX+V68s56tmov4LLuPJ9a/CY7tGu4tCfLa9escs9SgfWZNl2WS8FpM1/LUPEMQiWYaxuscVyWXYMHVnVurh2iqhYxhcPxyq3knQnG9Yv4wFg/nzveYEae4KrUZn7QvJu52gO8b/iD/NrWGYaf56GCiLmdNg/O9/LLh27nbV3X8JH3nsCbbrPz/iEO11P8aA5uav+Aor6Wd/Rt4brRJeYbDn1Oi65cA9sJCH3JcinNIytFNhcrbLiohMwbyKxJ1PCZ+4nG5Gqe9f2r5IZczBET2Z3C3VOhcsIilfOZOlHg9oVu/ufUD1mqPsRTJQuWMUCoPIJgFV3vIgyqbCv8An+zuYsPP9bmvsqngJj5+tr8G8gYAk0IPjnz8TNYzf9/iqeCOzxdK1ego+m5BG/ndQ55QpiP6478/y/+Te3UkeI1lNuxp59SEZrQO5IUQAcHF4RNNBm3SZvuHFKaSSLXTP63jqkX8IJVLKMHL6iiaw5DmQtYdeMNut6eQtcyHVmGODE49h86CU8W/fnnYYks9XARR+tmvv4wSgWdll98qtWTttEqAh3HHqU/tYXp+n2krQEGjc0shYdpB+XHtYHK7Ci8i4iIR2tf71ShTsbJDSbrbOBS47oO7ujMhzhuwanIQ9NzpMxu6q2pmOWWmMsLITH1AoaeJmeOsNo6xJhzKcvB4YSWfUpGoWiM0YxKLNUf+TdQp2OWn64XsY1ifIpvTRGbsLeSNnKtA3K3zSEiFZCzR6i2pxFIUlZP7HmZGuVa+9V8t/5F2u48igDHGuMy+7Xc2f4qYeShy1SyeNGpHpxsf7thtdOaO32jFugMFi6N8VX1vZ2fm0YfA+nzqAaz2FohJlZEbgLwX+LJFl9dKzCSuxSJxop3mIYbHy/DsMlw/jKKDHHcu7fTrreMAYYzF7LqH6Pemj6jPXumvIXGcOFKDJFiunYvmjARQnJF6g0clHuYLP3wjL8zjR7CqB1bpcki9WCeUAVs1q5CEVGSK1TUPP2s47D3kwQCUDujRXxmMqMloOAYe7bcOvC4lm7cXjSNPvygesYiq2k5utNnU24dQ5cpWt5Cgk9sY+p53tLzFkpuyNdW/gKlvNMOLfFnviD3Xv7mwjafPtTLX03+Ib25C8lqAyy291JvHUEIk7/f8uvcvQRfWPgzHGs4sfSLxxBFXpyUIE77PoKnMvE+GX25i1mq7UYInd7sVhYq92Kbg2e8j88mNC3HWO75HC19B4grLCeT9ZP3OLYfkwihk02NUmnsRwiD13V/mEv6NO5cCLi+9NdJa9cjbY/HbOGgjKbnKKTW8rF1L+HPj8+wu/zPdGW3dlq3jfZMpzUuhEkUxczWS/PvoSRX2Fv6F0ChawXC0w4Dxcw5dOsTGFhU1SKKCD9qxnPv7mXQOpfl4DDr5MU80rwBXUtxtv0ibJViVh5jMIp1EifsPBlDstwKyRiS4bRkwFb8/NZjfGPPWs7JNfAjyfqeEpmcS61iM/IKjeB4jR/9eJQjDYuzsy1+6cABJqu3E4Y1TKOXorMOTRi8resqvrc6yUfP7gXgNY98j6I5zo0XjrL24hrCkAhdoLyIxYdMXn97mr+/IGLj86scuC3HY6UCgRJ8+Ngt5OUwq8FRXmC+hD+9eBFNKnJdLQwnwm9KnDHwFiMO7u9l/cQyZkFhnpNHpC2ilQaVu11uPzTCgN1m6+Z5rGEdrd8hqrgEc7FMltAFK4csXnWrxQOVv0cIm97suSzVdneeR9PoOw1veerN/vutv83PnXeU37plHX8/+6cU0mfx84Xr+J0Lpnh0rpc37Lnx/2qR2efivzaeKol7WnaqLmKLLIBI+dTd+Y5Rs5GclgEcqx9Nmhh6GlQQV2n8lURaRKJpTqw1lxojjDwy9jBS6ORVL13WOgasrYAkYw8RRh6mnn1GE/b/iNC0HG5YY6Z2L5XmUcrucWyjiKUXiSKPgjOOUiFKRWTtEUSi3O6HDUJ8DC2NpeVYiY5TahwiCFukrLiyEoQ1NC3HNnuADVo8h354Sl0eRNLK0mNxXbEU/xdhJ8r0sbq3rhc7JfpCai22XoiZgoQJ8zdOoDLWANuMF9MKS9hGF0dqt9DwFjH0HgAMPUO1dZxaOM8r0i94UvmQ+PPNGKskHSxjIDG7PxkRQhgEwWrMmLTO5ZLcOzuMxow9zHmFt5OyhpEyg+uvxmxIbzGuyNkDdBkxmzCld3ObfzN+2ERIk77cxQRRi13qDlrudId12vYWER0Py7iV9aHBFzJkbO2M6vRKi64XWGkcxNTSCc7CIW2PYxtFFpuP4ehdtMMymtApWuMJ8PvJT88pq5eKP02Ij6XlyKXWYGgOSrWZrd7Do+V/otY8hJSxIK9tFumNRgCSVvWpGC++lDf2/hYpawRNS6MIWWzuQRMm+dQYfljn4ehWLDJnzLsiYDCzg2J6A5bI4pAnr4+S1QdIY9IQTeb8PfhRk7ooM2pdgKllaLvzncTn8XMEIUp52GYPVX+WrDWMG1bj9xfB8/LvSSpoEadbAAl0oqjNSiMWFc7aQ2wovBzXXyIIy1hGni0F+P3zSgmTVJzGKos/85bKx3jRzj3cUplECJtS4xCNaPkU1lTLsK8qOdyqMpS/DKWizlpTdNbTl9uOrmUTHN9p8bgF7s39v81I4erOvy/XH8U2exjNX84EO9C0bGLz99NFGDY6tmMAUuo4CWN0tPBCQFHMnMMVuV8i70ywRb8a24wFkL+6/Md8+MBfc33pE7HYtQoR6ARhiyCsYpl9BEGJ5dpu/uL4PAeaNyOEhqN1AxqN9hRKuRh6ke35tyRirvE8zMijLAYHOv9+eeZtmHoXMvHXrTSPYmAxrkbxojoj6izy2jB/t2kDw9Z25t1HKdX3UpEr6FqKtr/CdmcAE43LzXPZmCqwIhexNcnajODXN9cZz0pO1CN8BXtP9HH18CJb1i0wnK3jpD2iUDB0qYdyA4QlGck0CBXMtiy2ic2M5Z5PztlIzo6dOiIV8b3VSV7RPYZA8dXJFEpFXJM6n4HhKlreRBbjVqfMGPRt9/j61TXW7yhBqOjtqlP2JXcvSzRhMBANc668ipGMTrVl0zUYJ7XSBDMX0ZwEs09STLcwCwphCqKVFtFKA6FLsmfDVWefYNuWeezx+LNFbxaZNtDyGvUZg8Z03OYvyyUKmS0M5y/jdflruSD31s4z4gdlHl8dOq/wdt50xWFy51tcPRBgGT1k9QHurp/gu0dG+KP9LqVnkLl5Lp4LeAZMXDuqsFzfg1IBjhXrOvU4ZzNffxhDc2LBVXcm0Y6bI4w8EDp5ey1tbxlD705akHHCUGseRggDXRvBC2rUxCrT1btJ24Nk7GFSWhFlR6T1Xmar9/3nfnGtQMGZwA1rcXtX72JQnsUK09SDBXL2KIqQYmZznODV96LpObL2EMv1PdSC+ZhZyGYW5SSKCE1ahJGLHzXiSoGK+PLKP3SAmlFi0aJpDobmxCB7o4eFyr3sLn+BTGodoeYQhG00w47n8+R49UKsxO/OdLztTgpiCjT8qMUj4Y1IoVMwxxJCxyGGCy9gubEPQ0vTcufwoxZuqM4AwJ5k6wlhoWuZ2C7MiJW4m94yjfZJXMdafmfszfzekb8lCOscLH0DIawEJO5yufEK/uLCKm+7/2Xc730OpXyCsJmQYQzaXomp1jQQ0SvGkULSMuKEcKn2MELEaupd2fOoNo/jBiWU8mj7K9hmT9LKdPmtw3/zlL66J/FQi5Vlcs4meq2zmGvuQkoDP6yz3NiPLlNU/SU8u9GpJj8xYlyKpcUCzlIYlGoPo2mZpAISJzdSZhJ5nHzszahuodY88oQW3vHKj9lWiKU4DC3DQm0X/dnzWKrvTeRpumn5JZY5zOb0y6mLMkdrtxCGTS6U57GHYxxr/oSylkZKA8+vcQd76U5tYrN2FVsyefxI8WBrlpa/ipAJZi18YnVKCBPb7OOl6Tdzc/vrVFvHGcxeiGYMUW8d4Z7K3xLrdp3SnoJT2nYpc5SWt8RyfQ9eqtHRcCvVH+FHcy/jYK2XKGrEfxGesinKOhuoNY8yW76DWX6CEBZBWGGhcj/59EY8P5Ya+vv5L9ByZ5Caw6bcz1BXK8iUzlJrH8321BPmNq78nmSVxiN9xJ0mwu/8TpQIT69qR5j3d5Eye0mbfU/qtXiylfzkbZnwjAprl7UOHYu86qUs4kptuXEYK3s1DXeeu/xPImUq0fGrEIaNjpSErudBRdhmET+skrEGcP1VdC3DnNrXEVz2ElzVyXfWD5Z5uPx5jOQdNYwu0hQ5XvsBJ8Vjb6t8jIH85VTbU7S8BZRymfUfZUbtwtJy7G7dQLezidmWxSXWRm5S82w2XoSrXHpTZ7PW2sjeRolFOcuu5lEkklp7FkNZ7OgaY3c5x31LbY6JKV7jjKFJxcjWGpGrEAuKZsPk8/tH+PDAQWQpQDqSlOHz1u1HiULBOfkuDlS30gzP5VtTHj+s/i0v6/4AtSDgRD3i+2Gar9e+zXXZ13JlX0SrZpC2NISpgRuCLhCWpHtbAFJDuRFhIPnKVI07Kh8HFBvzO/jUJXXqrs/42hWsIcnqgzbdTgN7o43ZDhG2xuilLsEKCFMQLPkYaQMihZACKx/vXWHJRwPUXIVgukFQUfzo0BjjmQZ52+X3x4Yo+5sBOFgTbE71st/fQL01iVIeljGAY/Xh6N1YIsP7Rwexty/z/X8o8M9HFUpFrLQPcaJ9M79U/un1UZ+L/3fjaZM4iC00Ku3jNNozdGfOoREsUXTWddqeblCi2jyCUh6GlkOp2HrL1Av4YT1prer0pM9isfYIYdSm0Z5HEbHkxrIPQmik9G5WmgfwgiqeWUtaHk9lZvvvDY2R3KXM1O6nO30WK439XGa+iiPiCA5Fltw9mKk01fZUxz1ACZ012cuYbz5Cf/Y8ANKihyWmGIrWsWIeQohYyf7l2Zfzz95HiaJ6sgAL0GLz79i9YIkL029gX3g7K/V92OYgrreIHzQA8IMVenMXxJuxkHjCRBGR0fpYDQ50NsZrrGv5UU6yXH8UKQwsLUfdnafMZCxujEYXI5TkUdp+CYioNo9yg/rGaQy+2HtVlw696c14UZ0t4lKWxDLz0f5OhUQIk9fk38hLh1b5vSMgEocKU89Sbx0HFLt4gM8fvoL7KqdEK+OKVD95Y4SGjCU3cs4ErmjhqBxRFJBxxmm0Z1iffwmHK98nmxrDsfqpNg9TzGzj14dfxf86/oUE+B3j7x6/wZ5Uspcyw88W389N7euptaaIVEDLW6DlLaBrGTx/kUxy/8xEZPIUduhUYptJTWDrBVrBCgvN++nNbifnrIt/X0WnJSfxIn8SPhCbxj+x7B1FTW4ofRSlQjQtjW10M1/diYo8vLCOZeSpt2cJwhaPqm9h6lkMzcExe3nPRo9X736ItjtPf/Fa8qoXR8uwxshzq/djHg1v5kAtQzsoc439WpR1OYfVHU8JR1AJm/i+6F5cv4IUJnkx0MFonZrbJ99I4vsdIWWaWnv6DGLMXcGPuXHhTBxonBSFNN0FTmk/nvJk1LVs0t4N0aVDzh6l5S0QhlX2lr7ypGM4FRoIHcfsjzF2Sdt4d/kLp/2OYKL4MppRKXEJqFJ01icizNppBIeT8/PUDD8hbPLp9dRb00hpMlW5g77sDlqixGrjMLreRRCUuKP5JYKw3pmHWMg7rr7H7gROB0unJe4fK/XHUMrDD9qUmzppe5R66whL1QeBEEPvYTCzA11YvDy7nU/OfAyAN3b/IpqAA3qRtNXPWfpV3Ff5FPOVe8g6E6TMfjbbL2GKPVTbU7F8U+RR1dN8ezriVu8HDGtbWZAnmG8+Qp+zmUW5wJH6rfzK0C9yZ7mXByqfQdPSbDbWcKIpWW4rtnXZTK+aPFIxCcomW1fnSY0bjBo1HrpvgF4roj5jkOrySa2xGdtRI/JAL+psTC2xQS2zOJfhSH2Ao+Jl9Dsa7VrEcFpyfWk/n9n0Es4urpC2PfKjHqqmiAKFNpgmKrURtobsT6OaPsGJJn/20BoeDb8FxD7DF3fl6OlbZDhfJdmuCCOB2a8hB3KoUhPlBsiihWyFaL02rYfa6L1+fNckGN0awpBErZCw5EOg8FYV371/gk8erTNiZskZOd6xrsqqa7G7YvNIpcpj0R203CWyqbjaf6X1s7x9nUbF1zhUkzxUUvz4t3sSR4VYrsjtnDmeS+Cei2cfT5vErdT3YRlFXL9MJjWaLDI+hczmeMMJSghhdBwG/LCeVN+ahJC0DEwC5TNbXkEgcOxRGu3EtsvI41iDKBUSRM2ElZahaE/8p1XihLCZKLyYmcYDGFqaXjGOmXHYL/bQjqpowmBN5lIiQsrqGC1vhfePfJC/nvoLJqu341j99DLOMicQSJZa+5gO7kWXNo7VhyYMDrVL2EYvtlmk3DhMFDU6+DM32SzuqXySk9gjTdo49ih+2EAKnUxqImaeWs8nxOc496JJC1fV6c9upxWWWK3t5murn+wQSLyghtIjep2zKaohDoW3Mph5MUvRMdr+UmeTiqJmhwLfm7uQpepDhJHXaV/3aus5qB6hhzEcrRvhSJp+nkZ7im9Wvsw37yFRCXdYm7mSyfqdCT5JMFv+CX9evQ8prSRhjYHd1ebhGD/XnkEkq2kpnKSMpO0v4chBXtf9a7x3Y5M37b2SE+VbElP2CEOmqPkk1YT249q7cZxuRZVz1nJhr863j5QSdmMrlpRAJ2V2I4VOtXWCICgl7FaFlA6ONdghUAhh0/ZWaHlLDGYvJLS9xFM2tkhak7uig4nK2KNo0qJc34ttDVBPdOyeLAy9EFdEvSWa7lzcFtd0Ko2DGHqR/sy5+KpJOygjhYEQklJ9Lx/dF2PcFCEnKnfQk9lMSity3+od5J31eEEtuafwzeaf8IyMbJnC9ZdohQP4QZlC+iz2lr/xjO/OqYg3mSiqE0WiIzyraRne2vVSCib87qE/SdqFsVZWyupD11LUmtUk4W5h6EUiFRODjvh3ETs5FGn6S9hmTwcH+XSh63nSVj8j5g4OBBUiFaCSpPKkhImhZfjr9edwy6LFx6c/RiG9kYXqTpRqk3U2UG8e61j/nEzghLCxzR78sJnoAsbvr65liCKfidyLaKgVlhv7WKjci5A223Kv46h3F64wE8bqqWR+be4FnKjd1dE1zKbGqDaP4PnLCCHJpzfSb26mGs0zX7kT11/AD1NJUhjrF2rS5FW5S+i34QcLZcKwRsoaYSQt+ceV2wiCCtWwyX3qYOc+x5UgnwPabdTbMwkGb5RGe4aLjFdwMJxmWNvKVPAwvcZGBpxtVIMZqsxScMa5s7zAO0Z7ORSeTRT5lH2Pe1Z8XjqYY/dKSE2skjfWMJH2aFd1UrogchVhJDi3UCdSAiKBKDroUhAutVCRQupgDQtGclXUwQHe0HMW7RCuHtJxtJB1q2sZsNtoMqJ7rInMSKJGiExrRCsthC7B0FA1F5EyEKbgXeuXOfrwS7nJWORDo7/IiKO4/+Aw54/N02iYZHMuQ5sb6FdshDCEUpP7v1ngDx8zeP1YP296wxRffXCCtw0eQeYN0CXS1sDQ0PIgpMA/0UCz4LyeVTbN97CzNcWe0nfYUnwv143P8vGDXdzT/Bek1Lk88zYGzDRFS/Kq4TYvfPUMt1zfz99PVtlZ+ewzEHSei+fi2cXTYuIyqZGEgdno/Hosq1AjijxMoxchdJSK4tN21GZd9oWkzP6EDOAkAn79CKFRyJyDHzZieQyh4QcN0mYss1FtT+MHZULl4Ygi6/Mv4ZSswH9cFDNn4atWLMhqZDnSuiM2L45KdMlRuhihFi3iqxaF1Dhh1Catx99dCjMWhhULBKrNbPthivYEppbFC6pUm8eptqY4onZSTE1Qa01jaBkMvfspRhOiaTn8sE6jfSxRtY+B1oFykUhWmKTPOgdLy7LSPIAgtppK22sTPNdJ1vAJgrDFbG0nM9GjuEGF6erdyWYVoOtdjzMrVnRr4/zl2b+FJk1cb5FS+yi5qMBycx+H2rcSqNg/te2tJJ9xjEb7GEr5KCJSKk0+NUYxuwXL6MdMtN6iyEWpENdfwjaHWFt8MQ13gaKznpTZjaVlqbamaPqxr2qjPcUe/wTv2bvIbG1nIgBrUshsptQ8wp9NfrxTtYmrPmcmKbbRnSRrHpXGQX59/0fw/GXMxEmhkNnCmuKLGDMv4g3d72Ioc0FnDuJrNk/TJBRo0o4PImGV5eY+lIroTZ2dUOvjCnL8m7FLRaV5FADXX31auZYguc89mc1sy7+eSAWEYY2+3AUEQZnl5j4skUWpiKIxRp++EU3L8L3yX8aVVqOfKGqxWL2PydIPiaImpfojj0t2npmZFSf0Eau1XRh6gZa3zKkK2dOFwNB7MI0+TKOPtD1OyhqOiT75S8ikRtiaD9leONnCDUmnYkB821tOhIp7MLQMApGwiz1GRQ8NdwHHHqXlrVBtHnhWCRzELN9q8wjT3kMxiy9qJyxnDV0vEEVtXH+Z9x3ezQ3VhwnDKpXm0c7zVGseRREQRR7nFH6OnuwOLii8m/PzbyZrDXN++vVckXlHYqYN67IvJIw8DpauZ7mxjxel34JjjxJFdXaXv9iBQCgV8eL8B+JEUpisjdYllW9F1tnAufq18ZpJgBdUsfUCAS6KkAsK7yaWqIjoSZ/DK4q/gWn08ZLMW/jbmY/z2wc/wp1Jy/APxt/BjcsLzJXvJsYduuh6no3F1yKEJJsaRwgLU0vzqsKvgoqot46gVBtDaFyWXosvXHqNjUxEE5SDKYTQuFC+iB45wZKcYszxyBsj9Fqx9/KsnOZTCzv5Qes7XKJvY33GZU22jtQU7WMe+x/t5aaFDEP5Gl1bQowuoNZGhRHClMicQdIJRstL3jKxTNFU2Bq8cccRLKl407hOT7pJNu1idGuEtQiZ0pC9DrJo4023OfRtA6Sgeled5hSs3bDKWycEBWectA63zAV8/IDg4GwPlhWQHgkx1mdBRdD2mP6B4q17TrAz/DHr0i2W7hO8892zGC9cT+lBRVTzQZcQRghdEjV8ZDrekywjYFNeUlRFTC3LwyuKRtvknet0rnR+gfPt1/DakSyb8hofPGeRHrvNl78yygcOTvJA5R+eS+Cei/+weNpKnFIhvr8KKDRp0Z+7gOXGXgzdoeXN4fmP37A0DpS+idRiWYEYkK/wojZv6P0NXr824A2P/EvihwhtbwFTzyKExDLyRCoga48w5+4mCGNj9/+4iBls1dYJWtoyupYiinwy1gAZrS/5DclMGINJG+FCh3n5Nwvf7EhqAJS92NtVCImvmoSRS1d6I+3EtsmPWujSwg+WOav4Oub9vTTaPKl+FXDaxh9vwLGX6RyPabPkU2NsFheyV1S52nkTj7Kro14/XHgBr0hfzmcWPplsVhUcqxdL5rD0fFy9Ue0E89Yk54xTP62qcLj2I36v9UDsJ6tlsYw8u9vfxfUW0fQcVW+aRnuu4zAQhLG8ga7lEUJnhVjbCwWO1UevsZHDle+jVBiz48I6QdRmuno3llEkVAF+0KAeBaSsHtpeXGGwjB72VK/HMgoEQZmUNUwYubS91ac1NIe4VSeljoZJi1OtMIXWYb22vVnK7EMIg1C8munq3U96zfhasQBrfB0tdoUI6xxv/wAhYlyd689jGQMdFxOV+Lw+E9v3ZDXUlBm2mCPskfHBJ1I+Q4UrWKg9TD1cTNxMJBKNLmcD7aCMpedwgypeUE4wpv9eGn1cgczZI1haHtjETPkOnuqdy6TWEYStjqB3pAK8RA8yippJixs+Mfk8Ls0NJpgyaLQm0fUCfrBMo32MtD2Ooadx/aWkYib4UeurBMFqLN9jdOP5J7Ft8nEs1CeGafQmLfPYArDprRBGLnaqSI+5kSOlGwASxm983TPv00kZpBZzwZ7YlF5vUlHzeFGDR/zvUExNxHCQesD+0jeAECFMtqZfwTExRdNNqq9CT7oMEbY5yH3BjSgCgrDMrbV/6GBH8+YaRoxTRvZRVMcNax1vzUXxIDlnPfX2FDk5wA9rnyUI63yv+hmK6Q0UtTEOlq4HQnrNECWiRIZklmJmK0JIJut3olRAw53DsQYJVcB+dRxdL8TuOM1D7Bd72N+EtdFGhsw0h7xl1moXcLbZz/N6Jd+fGabHGqcWhPxc/iJuLB/j8r4U65pnc2vjMP3aGL9z7iqltk13psmB6V7+9hYHpeDFQyFCgL8YYo4Y8fSkTVQ7RLVDmtOS9FpF9ZCGqQfsq8CWgqK6mmLV03jDtmPktmvgRYiMiWEFMe5tpo7Wm0JLS/oHqggrQ2pQUTpkUuh2uXTNHB+sX8NaJ0BgcLSmMd67QLro4ZfBSFtgGCB9/ungMCfq3+ON3e8iZ5V5dLaPa85xQAq6r7LipFOTRHWXqOQRVEKMHgOZEri+zmOliLsa/4wflOiyJGvWl5jIl9mQ6+ZzR7rYUaxS8w3umu/hr09M80j5U88lb8/Ff3g8bRJnahmGClegC4uyN0mkfByzN97YT8ONnLTLyKfGWKw+iC4d0vYApfp+lGqjCDjh1fgfh5doJ6zVk+2LensKy+giZfbQiGaotafpSZ9DNZx6ll/h2aqtS4byz2NEncVe/0ekjX6yso+IkFo4T8NbJGsN02jPx9i2hGmLsBPV7SaGlksMqvtYau5jwNlGihy+3aLprTDuXM6+yvUxOUDLcXn+/Tzm30IYuWTsIUr1J4oOPtnGH0ZtdC3DQPo8IkIeDm+l5Ze4RR3C9ctkU6O4/hK6sDhUbxAElQTTFaBJiwEmKNpDHGndgR8sE4Y1NC1LvT1D3pmg7ZVoupMEwWqnVRNFbWqtaYIkUc3YQ1Sbx08DqJexzaGEDRugaylWWgdou/NoWoZIefyvs6/jfvMsvrjwRxh6hqHsRXiqyUJ1J832FC1pYmg5dM3G0btoucsYepogbBFFdVpuC8vo5azUNRzybk8S+adPVoQwEymS6AwNPkMvYptFWm7M+k3bgxTNceaDfU9J1Y6xYqeeq5MtTkXEbOWepHojSVkjSGHQ8lY6ziQ/TUyXb+HLxCK1ioC03oeOxXDuEkLlIzWN2eaDWEYB1y/T9hapKh/L6KeQ3kjDnU9Ehv99EUUthNA6tnJP9x5lzEEWa7tYrj9KFDXRtQK2tQbbLFKq7+0QAfa2bsJW17G5+EYWw4Ms13afcXg5hdM7WWVXnZ/ZRjdh5HJ5/lcBuLv2j09b2RTonOu8moasUlHzLNQextTzeP4yrr+QqLmfHo/XjzvZFnbR9SJFfYzp9n3sLX8DUy8AkLJ6CJXPauMQm7IvZV/lenoyW3HDKsfDB0nrfSgVImWGNfkrOUdt4QeVj+F6i3hBmWJmG6X6I51uRj59Fm8sXsZfnvhYZyxSOlSbx9H1Irq0aXtzeEGNjfmXMxQNczhJ/oOwSq+2nln/URxrhKZ7gt89cTdeVKftzSKESan+KJbRz+b0yxPyQw5NmlSah6lwmBdk38PLhtIcrl3Ljxv7WA4Oc7+3hzel38JFVh87a8v8a+nTeOG7eIxdbGpv5QtHNWZZYJ0c5l8XJ/nZ3jH+eHANtyxY1L0KhoxIpX162k3aoc1ASqfXcglCyUkSfFRJJDlMifIU2c1Je1RTTFezSGDQ9slkXa4ZXuTITDcTaoXcOSDzNuFCmamHs+SyLbqvS2EM5ils9sE2MCJFb7+PSGXp7Xd5p36M5VKGnau95EzJ/VODFBY8vjmd4U0HKlzw/jKq6fG+S1e5e/Et9KUkf3ewyNUDp9YF0ZuFlodaarB4vwZo2CmBno+QKYmph3yz+hX8YJmhwpVszodYExbC1ti0Y4X32y6ajPibPcN89MRHf2rR+ufiuXi28bTt1OXao9S8WWaq91Jvz1BtT8Um51YvulYA4hO6oRcIojZLtd1YRg+6lkqqQH4sDGv0cWfl4+wtfS2RHDnJhowVrsPII6sPMJR7HrnUGhr+App2SmLkTLNnLRGKtbHNISyj91l+1ZCF+m72B7chhc6A2Iir6viqhSIibfbRDssEUZPLUj/Plear0RM5j9Xao4RhnbQ9QFGOUvGn2Zi6msX23lhqRKbwwhqH6jcDkpTZzWJtF1PyIN3GOgQSS8sl+lHPHHlngnPSL6fsTeKrJhERPalNTDjPp5BeT8uL8YVTlTu4o/FFIAQV4Vj9DOqbmYx2sRAdxA9PtsEVYVglCpuJ5pb7BGxZDKguoQgoZrdw9yVXcHn2nZzc+IQwydrDpM0+svYQPalNrE+9gFx6A5EKiCKXj8/u40vLHwfAD+p4qokmDDYUXo5jj6JURBA1qbWmaAXluJoT1PDDOgKdnLMe08iSUicT52f2zs2mRmm48wwZWxnJXYqud2EafWTsIYrmOLrmEIRlGu4CighTZp6EkSoSSYyYtZtPb0QIjTBqMlP5CXPVB9C1eL4MPYcUBpo08YMyUdQmCGMslnhmnlDnfigCSN6FE+XbmKz9hPn6LhrBEiE+YeRRa53AT1i4Ag1di+3RbKNIV/Y8cs6m5F2I5Tx++lBUW1MEwelt4HjDOilNc/JnlszgWP2oyCNljWDq+dj3WBiYehfxUqLxweG3cvM7Frn1RZKN4uLTMGan3mfLGOC64n8/Y8y6ViBjDaBrKQ7xAFPyIOvy1+JYY085r4qAR1vfYX/lBur+PLrm4IU1hDQT1vQT4RhCmJxVfB2/t/63uCr/gUTMuJ8wbFIJ4sp7zhknbQ+wMX0NujDxwgaj2eexEk3iWIMUtFH8oEnDW6RXjSKEQSG9nunavdxc/0csoydpsbYSYtBJ3UdFwRzjJQMNhrOXdMZUSG9kKHcxhuZwjvMyhLDoctYz5z3KAbGLnDPBJbl3kjIHaVCi0jhM219BCIPlxj5+a+QlFDPb6M5sgUTb0lAGCIltFtlsvAhNOhTSG3GkwaEqfLn0dQ6VvkWp9hhh5HJraw8rbsS56R40aXJT+3re1HUJ27vSNJXHZLATR9OYjfYy3VDYMkIBNd8gY3r4vmRguMpvbm7wmtEW2waW6FtTwxoxiBoh7WMeUSOgtsujfcxD2Bpa0STVHzDVtPnFjav0mB5mLmBguIqphZTLDkQKVffwVhUp26N4oUTk00QzZZAS0inEmh7kuj6wdeRgFt0OsU2fogWX9XjYWshEd5lNOcXXp/KUb5gH1yf3ykFu+K0F/uiXjvO7F07xymuPg6lDrUk0XyFaSFj5BY/vHRlh59FB3NkIfzGkb02Na1OvQwibSEXYmkLmLeRIEWPQYuS8OlPlHB+b/pvnErjn4j81nnbXSZn9FK1xpDToMsZZ8Q6jVIQX1JDSJG+fjR80O7pukQqotyYpZs7B9SuYRjeev4gXNRDCTsC8B5Kra1hGgZy9lZa/ynLrQKfK006kBixjANdf6lR6YlCxh6FnaHvLFFITLP0UYohBUKGhInLOWmajPWS1AVxVp+nF4OKYwQnXDmb41MJOrkq/leFUii8ufgwpdNpeiZnwYcLQI605pM0+qmqeMHIpOutouItYRp62V8LUc8zVH4oN2IWkFnlPK0Z6epTqj1CRhzG0HL3WWTgix7S/mz5tjKw+ADaU/FUGchdQdWfi1rXyaHkrTIuHaHkrGFo6TjROEw5WxL6m+8VteI0na+3GlYlaa5o9pQKPRT8A4iQ6TtRddGmxXNtNWcvgZ7aQNnoJwjZ5e5Q5dzdhWI0xSULSDsu0vVUaZlcncQrDBpbR2xHijfXoumiHTcLIw9DTlGWJgjn2tCQBkpHVWpMoFZCPuliMDpBLrcGUGbrlGCfc+/HDuOpraA4ztfsZylzwJMbTqtP+M40+fnf01fz+8S/TdOdARUSq1VmI/aCKqWeRMnYyiKIAP6yehht99qGURxRGDBYupdKeiu9X2GDVX01gDICQXJJ7N7PySFwRah1G12y69QnSWoFj4h5MLUPTW05M7M+UBXmmONOpIvaA9fwawWlzJBC4UR3XryASUW8AL4xt1rxgFQgZyF/Ohy46irmlQCFX4xNLgivvW0fbW+HXx97Pn01+nCAsI4RkLwfPGGekvNh6Teh4QY2MPRS3qglB6E/QgeuMWFooFdF0l/CDOLHZkn89h5o/JmsPs1R94LTvodOb3c49r9ApLc/yiYWdsYSNN4tAp50QI9YaF+GoDI+6PyRt9lFuHKfSPIyKPBQhk0GDrD1EqAJaosn6wssoBccxtSwtb4EL0u/kMf8mdL1IyijiBhU0YeL680xV7uBP925hunZ3cpCKqLWmaYh5XH+Bh93Pg9BZrD8W6zFqc4RhnaP5GHaiYdCfu4B+sY7d5S/g+vP8ZD4WYFdEXFB4B1PqMR6ofQGQtL0SD7hfwdLz/IzzM2QMyeFaM5nbgL7cxfhRC5MUBVOy0g5pe4tMOM9n1VWUvQhHmIzo53JX8CBXW9fy5dKX2d94OdvzKTQRsdhMYeoh7ZZBI9C54KwZrD7QskYsBaILrGEd6ehYhTYf+sYGPjE+CYGiMWvw7emIaybqrD9rBXPEQNgamzdViWoBWn8aFURYgxp9YyHaSBFaLrI/BykLogh0DUwd4Qeotk9mgyQ90uBXug+jm4oH9g5T6GtxjbfAb+/s4YXfsXng7CbahmG0c1PgBfSb86CnIFIED83wtRvGsLWIl79wEsNRPH9wid7+GvaYDrqg9KCiFnpsy7+e63rG2N6zSHCijlxpgS6549ZhPrR/odPpeC6ei/+seNpKXE9qE8utOOk6Uf0JjfYcjtFLGHl4/gotb4VI+ehaihFzR4zjkTbV1gma7hyev4JAJ22vRSkfTVpMFF9BXE1L0/YWWWkcoGCOUbQnOpibK7PvwjZ7sM1iLBcqTVTkEYRNLKNIFMUL+nL9sZ/SdSAkkxrB0bqJlM+yd5BAueiaja3nydojmHqO3z/6Gaard2MIje83byZl9mLqeQD8oMGAs42yLDEsNmOKDO2gQq09QxC1YuslqZMye7CNIrbZRRC2O4zcZxtR1CRl9SDRqIkVKs2jzInDzNZ20mjHG+989SHW2BdRcCawjC7CKF6cX5x5O+dY1zKUPp+r8h8gk1pHX+5ihLC5r/IP1FpP1No6PYKgzG8fPYRMqisIvSO1IoVOd2YLhdRa1qvtRCrCMXsoilHWWBdhGQPknfWxMLFWoNvZRL09G+OUzB5ss5+sPdRpZcWVgyoInZa3QJ9xFlJJ5uoPnSYU+2QhYn0wFSGlzQONr9AOKgRhi245xgYxiqGliaI2QuhkrEHCsM5s7f6nuF7spPD74++hHojYSi5ymSj+DC8pfAhd70LKDI41iH3yWQibpO0B/vvYhxOB5p8ep6YIqHlzhJFLy1uJMVnuDAiJIkCTDu8eK/Ai+wIkWqdC/cbuLYT4bNdfjFIhLW8JxxrENHopZLYghN3x7zw5X88U8TtZivUOw0aneqYImK/cST61hpyzFiE0NGlh6Xma7olOtW0j5xMEknCmTtSM2Py8ZX518Bc4P/MGphtRh5nc9uaYbT3cqeZD/LyHYZUgKCXSHOCY3URR0GltPln4YQNNcxI/Vwvb7ONNA+PkU2Ms184US33PyP/gS+dcEV/bOVNGJK7exVjEPbUbOKzuJ2cN0/SXydqxgPP64itxrDUAhEkVeSHYR151s1x7uCOMfiC6i6a7QCG1llAFFFJrudx5I1I6dKXPYmvRSWyDWuhahg3ZaxBC4lhr0PQcY4UXcmX6rWhajpyzNhaGrj5Iy1tgqnYP85V7eKRySnrlRLSMqWcJglWOBPdRbh6jJ7MVIXR0LcVAZjtS6iy2Xe6pz3Bb4wuYRpbe3IWsNg4QRC0O1W+m5IacCEpsz7+FXxycoBkoUprAEBJbOTSCRf519RPUW0f5SeWTPFgp0wx0CpZHJhMfUPvTTTRL0V4QtCcDCBTCin1NVaQw19h8aMsCi/dKhB1XSj+wyaXn3ABrYwqRNZEDOYSjo/XbYGrI7jT6uUPIwQykLMKjK5BNQRShlqogBUQKUhZC1xC2RtRWeC0dI6d43oXTaCnFsXKec4o626whZu4y47/TNMinkZsGEV1p1KEZpu53yBohW7tL6MM2R/d3MThaJXe+hcgZCEfHTIcclHs42xhhOBVxz0I3X/veOH/8uXEu+N/wkgf+gUfL//SM79xz8Vz8e+NpkzghJN32hgSbBJEKKDUPx5U3LY3nL+GHdertWWb9R1FE6NJJpEf0jqhlpHykTFGqP0pEiK5liSKPbGocTZjM1ncyX3uQIGpTbh3lkeg2ulIbOuPw/BV0vZBUnOKKiaHnkNJ8HOPymaPaPE6pfRQ/apE1hnBkkbTRS0REvT1LyuwhZ4+StgfZxb30ausJE2HXk+SLVf8YbeoscASHPLqWIp8aIwibLFUfigU7pUXOjBf/czOv/inavqei0jhIS1Wwia2muhlBkyaev4xjj/KS3K8w5+8hSpiFUpj0pjczp1ZZlfMsuft5yP8BPfYmIuXHVmJCY0fuDY/b4M8MRcDB0tdpeIucW3hTR6rDkCkiFVBrzxIRMSOPU5BDSKEz7T1Emzr51FjnORhjK7bI0Z3ehG104QVVHKuPT254cZL0CNblr+WyzNtRyiWKmsy2H2Y62I3nL54hqnp6SOmQczYmgw2QwsQ2ikihE0YeC8E+lsI6urBYU3ghRWcdfdrGWMomrDzp9eII+fPZb/I/j3wUTZpck/8gO1+RZmMuRRjWGcldGreihRF/Vtik3DjIX03/XWwm/2+MemsKpSJ+eehX+IfNv0QhszlJeARh1OTXjnyTzy18jNna/WTNQVy/wp1LdQ42bmZKHsMLY9HilreAQDKhX8I5hZ8lbQ93HDgso7/DFj8VAikdenMXxt8+rJK2B7CMPGPFa7gg93a2Ft7c+ZvVxv5ENiSu8ARhCylTnavdVf8ctx8dhkhhrM+i9VoA3F/5NF9c+KMEG6dhGr003TmyqTU8kYGuiKIW1eZxlmsP4/nLeP6TE4IgVsMfyV4CxB6hLXeOj5z4KrbMn+E2AbDcCvm7QwZv/+4aFlaz9OkbY0ylViCKXOqtSWyzyEjuUgSS+epDHV/oQnojG9R60lYfBWccISSb7KuxtSK769cj0FhtHkJKE1vLkbGHCVWAIsILG/y48ldkU2N4YYOby5NkUiPEungpJlv3Mpy+kJw9Ciqi7J/gfu/b8bPRno0lh4TOSVcbXcuiVIhtDvEzhV+nKkoU7QmkdKg0DxOpgDFxHmfnr+NVuTfyZ+MX87O517OLu9hV/kf8YJmU3kXTW6aY3kC3tYGcPUItCCiQ5kXFIXQJ53cLXjPqM6WWWZGzDGtb6c+eR8oaBqFzUN1Hl+Xih5Jm0ySd9uguNNCzArtfYQ3LeIeRApnWELpAZE0mXuzRvSG+N7odcv55s2iDaeRIEdmbhd48sicDXgRBBGkbVIToykIxi3bBOOgaj/51g3f9eoHWDYdQC2XUfAl68mib+tGKOl3bIqQjkZZgZdKhHUkU8DvnLXL9sSGoNcE2QUrUYhkaLt7+Kj0Ddc7tW+aBxW7ChTb93TWcrTbC0CCIEGmTBw8Msdh8jMP+In81fZB37/kEb971EX7v0B+yu/yFf4Ol4XPxXPzb4mnbqTnVSyQiQsun6S50WmJKRYRhDVCYeo62t0zTXexgdqRMIYVOf3Y7M+VbCcJ2YhFlMFm6CanFm2atNYmmxadSL1hMNhyJ61cS8P0J0vZaWt4CkfJABfhhE8fspdY6BsSWXj9tOGYPaa2XVlSiHsTVH1+0eGX+3Xyv9gXWpi9nynuASjiFZ9TpdjaRFwMshYfjxa49S02myWvDLIWHSeu9SRXSZG3+BaRVgQONG/GDMr3Z7VxVGMRRr+eOyl8/i9EJdC1PEJZjyy8i6mqFSvs4LX0lJlgYXYSRy+3tf42JImETTc9hm92YwmFf60e4fomh7EUEtJmq3kkYVhHCRgidZTGTiA4HTyls6lhjuEGJo97dKBXRducRSSVIytgqCB3m/b2JsDDUtFjEucsYZ8ndzyPhcUw9G1tWGUNUmkdZre3mU0euIoo8pEzzc8Ut5E24oxJXsU5JfTx1RFGTWusYffkLccMalcbhWMsraqIl2LUDxt2k9T6a4QrLtUdZlQd4KuC+Os0Zo1x/DIAgMjkqD7PxW7OUGt9HKY/F5mO4/jItPY1j9MQuEu48XvTvJxl4QZmvV29jsnZp8h1bONYafqH7LdzVOszexkE0vchK4yCb0y/n9vrnCcM6BhZRYnWnaylemXkdi26bqjKIooCJwks5Wv4BfliN77m3CGhcUHgHh/w7cf0KmrA4aSBdru8DQur6LKvmEVruUiIj5BFFTfygiaaZtP0VYlmSpFpLiFIBXiSZ22kz/MJ4TodT6gmWXydJGeXG/qecDylNdPIUnAmE0Cg3jz0pu1sInc1qC/XsPCu1RxDSpNo8SMbs73j4QtxK/V79SzTdaQSC7/+kq+NnGUaSkcJVTJd/TErvphrM4gU10vYgba+EFAauX+Gm1mdwzF5cv4If1pnJplip7+uMJQgq9OZ2MF99iJTZy8XWS5iURzlW+XFizRZXDvc3biRUXuwakxojiFwqwVRctXMmaPklDD3N74x/kD869jFelHoHu+xHOFG5jaw+gJXJ0Q7LXGW+nFCphKkKV+V/lTvrn0cIyQOVz/Dm/t/k/ZtqnLNlkdHdg4zMX8P/ru3GsQbxogajqQtZDSdpR1VWGwdZP/Jybq9OMl0OoAybxBq+GwYsixP8+tDFXN5X4rszV7Fz+VJu1W9ACMkNM3m25gPGh1bRzIjVpTSLDxlsuKiEMJMaQaTiqpcUiLV9iEoDoy8APyB7QfI7ugTLBIuYPapriJSOd7CGlXegJx/j1VwP2j74Pistm2OtOnpeIkZ6oNKAlgstD2FKlu4T2JkIK6vIFts0pzV+7dLDaIZi5sAAjW8dJ/3mc0BKxGgfLFcwxgLMcx3CG0u8evwoMm+yXEpz6Os25z9vHi2vI7o1JhuxW9FO99PP+h1/Lp6L/4x42krcQnSQBiUskUHXHASSUHl4QYVTchhxzz+fGkPKOCeMopgsUHFPxMKeykuYk04M+A2bHQxSLrUGU89im0NkE122IGzR9pcASdrswzK6EEgUIZowqbWOIaUNKkA7o7LwzKEnSd9C8xEM4aBUyJJ/kHLzGH0pHcfqY0KtjS2LIhc/arFJnUeTSiy5ErViQH7UYNk/HGORghXaYQlNmKz6xzjm3k0QNlHKY6n6IB898VHua34VIWwsYwBNyz31DZEphrIXdUgbM+Vbqfmzsceo0FBEBGEd11uk0T4ea6EJHRKs4lzzYaTU47YzIVGScEvpkEmNcnb+1ay4h9CkRYc69oTQyFgD2EY3m8yr2FR4JYbRhSLE0NL0OVvYZFxFiM+AcQ5Ze4ggatEOyqRkkUa0HFeEnOfTba6n5s4wU703YYUq7mx8EVMvYOo5ltqKx0rPVkpGdOZOCJ3fG30Rv9j7GqQ0SVm9aElFTQhJTh/GIkNOGwJIDh1Pfs3H/7sQdtyaKt3AUnUnuhb7yEIs2BuELWrtWVru3LMYsU7O2fQkn3MqlHKR0iSIXL5d/hi1VixC3HQn+fLqP7OvHMta+EEJLygzFe1GJAbrR2q30HTnGHLOp8tax3fqXyermaSIsWJXWFtRKp7f/vQ2xosvpTe3gyUxRdNdIojaBFGTnuy5aNLGNuOK3YbsNdSaRwnCcse7F2LRZT9oJBp8Mrmn8fUNLcfWYoVq0yJc8XCPtplpCUCjJ7uDn+3+H2cQJmLXj+LjSBRwWf69OFYfYdRmufYQdXeug8N7fERRk++V/4zl2kOkU2Ok7WEA5ir3npE8nlN8Pb888FYgjLXZ/EU67W8VUPFiuMNC9X40YeAFtZj1nGDx2v4KYVBlvXkFPelYMzCMXPqy22K4ByGGXkQTFo7VzyXWq1kVFQLcpAIuk+SvievPkzK7yaRGaAVlGt5iMrfLLNceSp6JkE8sfJswrPHd6j9wonIHUphsUluxZIZ6e5asoXF/dFIWJuSO2mcIwjIps5tC5mxSmuSsTUtYG1NcePk8v/HCQ/za6IdxjFjep6riQ1e3HKM3u5W5RoBAo6xmaVNHEwJDaPQxxvGGYL6ZwpRwTsHkAv2lrDYO8eXS/fzywev58/smaJQtNBkx0FtFRRA1QpR3kp6qEFkrJg3Mlolmq0QzdcKFuIIt0nZcGYtvKuTTiPUDmNt7oJiJk0AviBO9fBp6Cjz/vR43/49VjMvXxuK9fgAtl2iphj/v8fZberl5zxjSAqXgNS85Rv7Vw2TesJHfuOgYNz88BitV1JFZ1LF5oqUaqu6jKi1CX6JnBWHJpx3oVDyDB+8ZwF/2mf7XNv/t6Hf4t8Annovn4j86njaJK2ijzNUfohrMEKmAIIxFfmOrLDMR+PXixTjZQG2zi6yzHinMxHMyTuwMLZeI056MEKViC64wcgkjj7ZfImMP053eSE9mK1JaCSO2nCRfKgFRJ5uykKhnJVJ6MmIM1SbxPIqpCfJiAFPLEEQtpND5zPynaLTnucP9BhlzMCFsWDwS3U4jXCJUAWHkkbYHyOlDMSs1qKFLC1PLYOjpuOUYBUihJwK7BSyjgCLCsQb52cI7Gcxe+JQjjCKXajBLt7MpTrSADcbl8c0SOj/X9avYSWtW1/JIYZBPrwchSVsD2EYXtl6I/U9FniBqcmX+/dhGL432DCU1hSYtstYwdoLheXwIBIvV+3D9EieiR6ippaRdaVBrTXOifBs1WSJQLsvBYTKyjw2Za+IEkzYpWcTWCyxHRzlRu4soChjInt+p5AbBKqHyaHtz3Ns8zgXd8gkb+ZOHStqWGiry+M2j/8LfLXwViFuSKauXvswWCtZaAJaDwxhYSSvqyRdcXcvj2KMJPksj1kS0T2PvqtgSLazGoqxGMQHST3IyIXjaEJIx8yL685c8Tetf0Z89j4I22hHPTtvjADTax1HKTzTsUijVptw8hmP1knMm6MtsZW3+akJ8RqON6FqK5bDJI9Ft+GGDLy5+DNPopiezlRPl2zhWvplS4xAnSj9KPH1jQL9AkrWH4na4ijhYu5E4OdDOaJmebFGePKScTJpAcJnzBg5XM/z3h9I8dmc3h/d28+6zZvmFvt/E1DKsyxlxRZ2YJdqX3cFgZsfjJ4x5OUW9NU0hvTHGIibuFU/P/hU8z3wV242XYejdrC+8/Iz/6kQZXtjfRognysEoAmrNQ7HsiPJZLy5ibebKpKtgUm0dj632hOSR+jcTKz1JtT3NSuMgnr+IZfSjiCi3jqJUxGPcw576t6n6s+RTa8jYw3hBFUvPAxqO0UOlvp+iMYYmTXTp4PrLpO1xhlLbkcJgtbYLkGzKvrTDsr658pcEysXQHJpBxGuzLyJui8ckCRB4QY1q8yh7GxXcmkZU9Tn2UJ7fu2kDPTa8KnMtL06/hTcXryKrDXBtbh3X2i8kZ0p84bLU2IMiYiKns6PbZkR2c6zm89VJi+vnVthT8njtqMP7hn+FDw1eyNXWq3is1Oau6QFOlPJkN0RIWyKzOkjB3D0GzUMB4YkaqtKEQEGkkN02whCoZhAnaQNdkLKI9kzxyJ+Uefh/V7j373RounGS1mjFlbggPjSIgS60Tf2QTsXVu64cWAYin0Jogsv6HP786DK/8IVxPnHvepb3WahaC2pNul6aIa2F3PpnivptqwQnagjHQOYt3AMxSWl5n0XkKs65cJmL182yYXCZ79wxzjk/uoXST0Goey6ei//MEEqppzxOjHe9kkDFL7UmLfywQRDWMfQcaWuAHmM9U417CRI8kCZMutMbaYdVWt4yGWuQlr9K053D0GKxXEPPJadggaF3E4R1+nLbWW0cQhFhaA5Zaxg3rMY2TUjChCkXt/7EGW2SZ68TF7cIC6kxqu4MmjQRQqPemsYyinxg6M18cfUuZqv3kDL7ccweml4MGM7qA2RENyvRcV6fvwY/UnynfjeNYImsPkDJO8Y68wr2Nr6LIKb1t7wVBjM7KLnH8IIa3c4mFmoPw2mJzJOHhmX04gWrpMxBgqiF5y8iZYa0PcgV5qv5YfVvSNvDpPQuAuUyrG1llWmq3jTd1gZMHErhJClZZKpyB5q0T6sGrJJJxcr4TzWGk/6TJ+2RYoHfAnZiW6WIYvaxHrsLrLevBGBv/XsoYpX5ujcX4/eCWvyZ9ii1VizR0PKWiKIGOWdj51pB2HxSKv5JIVZdy6NJm3xqjOsy1/K1yteptSYB2dEddKx+Wt4KudQamu5ijDECFp/Gwi2ukkG/tZmj1R8xkXsRh8vfBU730BRImYpZtImA8E8T5xTfgK3SHHRvpeUtPSVe5uS8p6wR/mnLm3jD7s8wmNnBbH0nEGv5RVGTYmZb3GZvx+4eppbld9e+lY+c+BKaNDs2akJo1Fon6E6fTa+2nj2lLwOSTGot9dZxBIJ0aoyU0UWpeQQpdPygzGj+KpZbB2i6k1jGAF5QTtrv851xxn63cygVoJSLY61B12ykNCjX99CT3c7V1ku4rF9jpin488m/IIqane8ohM1o/kpcVWOlvu8J+EeZSGKUao91xJ8V0VPq4+WcTWw1rqEuajxa/df4/kVex+ZvR+HtbLb6+aeFj3T+RtNymHoOP2wSBlXSqTGa7gJR1ELT0oRhgyvz7+PO2qfpyWzFTzoMtlZgubEXiFuoJ90upEyjlBfLeTgTjGjn0a+6uMf/Dimji4XKvehanjBq88Lcr/DjykfJpNZ1WPGXp9/CA+4NNNrHEWgYRhcTmas4XL2JTGoE1y/j+qto0iEIq5h6F780+IvcXp3kQPNm2t5sLDmDJAjLZJ0NfH3rq9hZSvEXs9+i3DhIJjXKOvMKvnWZYPdiD2/d9z2qzeMYWoae9NmsU9uYkcdpRCt4UZ3z5AvIaRbV0CUtTXwV0W2a/OaWEsdrWYacJpESLLVtvnbC5OIe+PkdR7G7I2RGIjRBsBqi5SXCkASrAdISaN0msj8DdRfVCpDreqE7B4sl7vorxWePpLnfPcKHRyd42+8042ocxOunrsX/lGqoE8uIjYPQdFHzZUTeAcvAu3ea3//aBr5bPkJNLfGmrkt4QV+TzYNLBIHGN44M85Zzj5E7VyIHswSHSxjbBwFwfzJDedLCSgXsOjrAN6YcvlG7lXO5hJtrf/ecZMhz8X8knkrf9GkxcTIBHQ9mdnC89H10rUDaHsYPGmhC51jttqRNauP5K6BlaYdV1smLeVR9h2prilB52EYvXlijmDmLensWyxggjNr863nv4lOHAm6s/CVCWECELm1WGvvozWzDcFKsNg6ia7nYILx1BCEsdC1DEJSTzfTZuzpIqRNELqaexdG6yYhuloXJamM/E5kIp1Qk50xgawXGOZfl1ByFqJclMcWMt4usMcQNtfv52w3b+Oq+Fdr+KqaWJm+uYTrcRRR59GS2YMkMXlBjvr4LXUuRMntYauwhbQ9Sa00+icTFqbCMXrY51zErDlJqHWUicxWlKLaoarRn+LH/xcTWKsKLGnQb61hV06RFN4aVYqp6J0VnPRl9AA0Dy+jC9Vcx9TyG7hBEbaIoIAyfegz9+Uu4WF7ODaU/Qde7YtsuzaHRmuzoveXsEdpBhaY7w5Sxu0P+6E5voubOdJh61eYRCumzqLaOA7H/o6FlcKM61ebhzv072Wo+U/LilMtBEJbpSl9MOyjzT8ufxQvKSGmTS62h0jyKQGJoaZx0D9elX8Q/tj6JH7Uo1c9kKD4+TkrePN96FfPWoxyt/ghU1GHPDuQvJy27OVK6gbb301R9T8VqNMVG4kqkLp2k6nLm9zyZ3AC4fpnbFmMtuhPlm4D4ANIMKlyc/2V21r+UzE0bpULGs1fhReAYPRjSwQ0rMcEoahJFbZbre7BzedYVX8lcc1eiXRaiiDGIp1uOgcRVtYRAJHD9JYqZzbQT2IRAR0g7BsaLBaIohkXElcmTJBHFcu0hvtWe5WXD7+TmcpDcx9NbyhGz9Z3YRpFiOnalqDUPAWDoPaTtgUQ2I8QLKlhGEcfsoRR5T0p4qTYPcBcHKWa2Mpq/khPl25Cak1R/Ix6tf4td1SeST8acS4mIyEfdHArvIpsaTYScl+lOn01TNOlKn0UzIVdIobPY3NVJ1nQty9nZV/BY5atk7GH6rc2E+Kx4h1nWJjkW3IOppXHDGjsK72Rv8/uEYZ0Hw/i+NlqTnft+f/t62v4SUqYppGNCVU80wJRRJAhbnZZyy51LiGXL/Lh2hHcNTfC7x1Kx96zRTctbIuts4BXp13H9tOSfV7+UyM+0qTUP8ai7wAPz76UeSJruIkp5uP48bjiEITWGo7XsjaaY0C5EUxKlwBQ6BVPnLu8RNribuHGumw0Zj3aoM5Cts/m8RbxoLZ885HOssZ4/fN0hhBQIXWIMaRAp/EUfItCKBrI7YZe6SQJnJltREDHRW2Zlr8lfbBjlRS89Dl3roVyj+t15vIZGbm2AefkoFLOQqaGml0HTUC0f0auBFLTmBNONkCucCWCCV4+U2bRhiU/euYF+K+R9bzzOAz/s4aKLK4iuLMZ2O9akqzQxz++l7ywX76DHZWtmOfTddfzhFWv55E6HGys/vZTQ/4th6D30Zs75Pz2M/yfiaZO4hdZjZKyBjhn9SXHWfGqMlr9K0VmHUiHLtd0IBLbZjVIRD9W/gm10o2s2SkWJllebRttMWkUD1Fon+IPDi6yK6bgiF5QxjLh10pXeRCtYIVIBjtVP050jCGPs2zmFn+UvNw7xml1f62wczy4E49alHHPvZqv5Eo6p3cx6u9GkRd5Zz9G6ZNGPgdaWzLDMXIzDExF51ctydIBGsMQafTtv3387TXcR119NWiRF0lYfaXuQIIoFbnUtRSQCUkYRP2oxkrkYgaTafHrgfsEZZ0lOsVTfA8CJZjz3bX8FFXlIQwciwsil6S6Qyw3hiCKVaIa1nEc7UyVUbux7qqrk7FFS6W2Eyme5uQ9Dc3CDyhnMvZOEhyiq05U9jz9d+3zuWpJQ0giDKoVE9y/jjKPLFJrQEULDC2rknHX4YYN6a5KUOUilNUkQtSnYa7FEBi1hzMUaWwFtv4RtFPGCMimzH0VImLTo/dMqVBfnf5lH2t/B9ctEUb3T3mx6S4SJJEkQrLJaW0XKDD3ZzXhhAz9qMdlokTK70Z6ujap3MZDZznT5FgAOcAQ/aMSswsgjCFu4/jILlXs7Cd2z1fk7MzSq7SkO2CFhGFf2QhUL5gK03flElLWPtreYEAjq/MP83/Oi9Nv4gffRZN5ii6tukeWCzC+wz4/H3WudRTWa45+XYYO4kAeb30TXUvTboywHK5h6F15QZq7+EEFYRSnvNHHgM+dGCAPL6KHUPILnLyGEga7lcPTumP3qTqOIDeYdrZtU7tLEzupUnH5ACaImm3J1nISlDvJUFVNFhEEVzeonpw3hhaeqG7FFFzhWL34QPxMtb4GWt/SUp9GTz4chU1xpns+/Go/geoudBLUrvYFy8xhuUkUxjT6iyONw9SaGshdxsHJ9pwIuhEnaHmSxupNl+SgDuQtwwxr15jEUQdIWNzuY0m7VjW32UWsdQwhJwRw7AzoihEalfpiH1X5MowfT6MHSYhzwSa9kELS8OZTy6cluJyKi5a2wK/pe8iwuIITBG3r+O7f7cRegXH+MPaUv8f3ov9Fjb6LeOoobVLgm+x4CIi7ulfz+ietptCbJOOPUmocBhRA6XzwacWmfwYbMNaxEk9gyR5caIlQRo1aGnuDFaEKwFDTRpUlON5lqN7jE3EbRkqQ1xWi6SXemSddgE5kSvOyV00TfHuG3juznD1oSLS9jMoMuqT/mkRoUyKIZJ3ddWXAsCJZQjTYiU4jFe3vyFNfM85XXT+L8zFoonoP/gz2857MTTLb6uaI3y9ubMwya0xhXb4yv03IhbSMyVpyIza1y/4FhNuY1IgXTjYiltk1j3yAfet3hOJE8a4CH/yWN/Ibiol8HLJPo0DyiJwMNFzHURflGl0bT4u0/dxwhBQ/+0HvCO/NcPHm8ruuX+Md3H3vmX3wu/t3xtElcb+psJsu3IKWJlJlY20gFtIMyURScBjiOT/WuX4lbZWGTRsctIEywLPEpPAjKlOqxH+au8j+e9mkanr+CNPtZru2OBX4jD4g6lSdNy7ESTXL/6jp6Ups48VMkcbqWZyZ8lHHrUnw8Gt5CwjzTyafG+MzyjQRhizByWfJrZO0hdGEzokY5IHaRMrrwoxZz0f5EcqOJpjl0pzeRk4PMtXfTdBewjW5WvMfQpEPK6qXcOo5SAdXmMSB6SjboyVio3EsmNRFLCQiLhrdIo30CTUsToRh3ruBIdCstdw7L6GWx+Rhdzno0YTCpHkUXFipxp+jPnIurXJphbGAfk1CeOAbHGuz4P1aaR/ngke9QSpJITc9hamkqzaP0WJtpB2Wqbtx+kUJPklKJECZdqfXM1x6kP7sdRUigXByrHykNoijWCXxz16v49MI/dhwQBFpSZa2ilI+h9+AHJYa1AtOpDcy4twIag7kLqbgn0IRJNnPOGZiUtD1Iw1tEkyYFY4wHgh8RRQFl9+iTzrFjjXU0EGMNw4iDpa/jWGP4QZO2v4RSEYZeiCvMxNWcOH66RTzrTCCQtPxVIuXjh3Vyzlp0YbJJXspu+QOa7gKuX2Yof1nHv7Q3vZm3Tmj8cJeNiuqd5OiH1b+J5XukzXbnZzno34UQkqXwIGUZW9WFkcuSu59IBbj+EqbRzXbnZ7mv8qn4Gygv8fE8lZQKdIQwk6QirshJaZOxhxhSG3mg9pnO75pGH3+9fisPrFr8Uenm5KfhGddShERhk4pncl63zleXQUqr8z0UCilTBGGbVf9YAp2Iq5GG3kMYteN3RgWJQLBJTKR48kQ6FtXWWazu5F+aRxKx4FPEkxdZL2R9r8b/PPy/AMVQ5gJOVO4gihqcKN8MKFx/gayznkZ7Jkm4Iyyji9Xm4ZjVKyQojSCoxDJJKmZ3PxbdQdrsQwoDWy9g4mBpWareNI7RiyLstKMdq483d72KkhvyteZnT41fphOm/yxNbwXH7CafGmOp+hAQ8bz8r3BuposH64ustg/R9pY78zxg2+xqxUzbKGrz/k2SZmjwgSO3J2xrQaM9AyjS9jj/c/xN3DzbYueyz7sGJ1hsr+Ohlfi+dJsWPbaGG0r8SPFj7zbMIMPF0eUMW2mKlqQVKEIlWGlbDPVUCFwBqwpThmzpXuV50xvRu451GKnBkovUQGZ1vBMuQUOQSZdjRmrKjAkJtWaMazN17BePxzg3Pe4E3fajYf5p+W/56Kb38tqNkzw624e3s8K6s1cQ/YX4OlKCtKDtI/pzvOBn5rjkWEizYqJpEYXNEdpwBrFmgvm/m8I4tMQDyw6fm25y32JiCVZ0YoKFFKjVGrMrObZ/0EbNK37+d3q5ofTHz+qdfy7AkCLGRD4X/+nxtMQGX7VImf2EJxMyIQmC1VgCxF9BCiNR1Y9fNkWEbXSf1uaMsVRC2ghh4Yd18pmzErr9qdbKSeZfV3YrmowFOy09j6FlkiGGCCHpzWxjpbGf/z35mWThffZh6nnWaDuoiiUqYoWcOULK7I6TNWlhyzwZczAmBphF8nKYZrDCglykIIZirJtWoBWsUm4eoyu9iaHMBaw0DlAOY7V9KU0csxul4pZPrXkoBvGH1dhD9hkSOBDYZowZq7dnWW0coOUt0JM9l4w9DEQMRAOEykPKFAVnnIw1QMNfIlQ+tsxhiQyWyNKdPotS+yi92noMmWK5tvsJY4jB8g7N9lSHwRgldk8QkrbXYCRs3u7M2QTKpdo8QBhWGU1fgmXkObWxRlS8E2jSphmsUGnHCYWURsfDUhM6hoCsNUxXekMiUwEtL5arEMLA1LPoWpYfNr7MTPk2AGyzP2Y6Cx1NWpTrewFBMbMNyxjo6KwNmlvxVZM12g667Q1PSnoRwiRt9TFb30nTnWSD/QKKqQmkzCRtuzwq8rDNnkSCIkz+kYgnaJo9cwRhi5w5giJik3MNa/JXYsgUoQq4q/I31FtH0DWHgdwO5msPcjIZWqg9zDv3fe1x+BtBd2Yzo7nLWZu5kvsqf0e5vpeWt4ytFdgsLkuq5VVqrclTLhlRmwU5iRBmggHUknumEb+HAsPoOu2zFCeT1jBymRH7ziA3WEae6ZbJ3pKf/CRKKmGCTGodmpZB1/IoFJ87avIvC5P05i7k57o+eBo5IURKE9cvYcgUjtVPT247Ujr4QYkoasRjFDqm0YdST+94EkbtRIIkxA+Wk0PIqYT77ILGr15wFNscBASeqhNFdYQwcKw1SWVUUWse5fLsu5O5U7TcGdreXFyBVB6ONYKUFkFYiaEkWoaivpaICCEkRRnjML2wgSIiVC7l5jFsswjEDNQLu0I+ctEcm9OnyBc7cm9IDg49tLw5yq3jXCRfwHDhSnqy25mTx/hG7Yfs835ExhokkxoFIdG1PA94h9gknkd//nmM5C7nSMPi9kWdMFEAkDJF3lkPQNOd4c9mbuLGyl9xu3cjz+8r8z/fdpR3rDMwpUaoFMMOtEPF7tYCA/rZhMqlFrkMOhqzjYAeW+JoEY9VU8yv5Hj08ABfvncd7/7HdfzyvRnesa4RC/lKgUjp+Ktgj8RVOaNHw8grlB8SldqxOG/eiWVDSgmDPJ/pJHBEEY4e8Jtj7+PN5x+ha6PH2X0rDK+rIhwzJjl4QcwynV4hml4lPLqC8iPSmy36rsvQfV0B/cI1iJFuaLToPT/i9iPDPNKe53BwD6s3NginahCEqNlSjM2LIrZetQq2we6v2nx95c94rgr3XPzfGE+fxEVNIuVjGt1o0sbUsoCG76+SMntpeUsMZy9JFniRJHilM66hiBmqUppo0qZS34+UJr25CziZ/AVREyEM6u3ZDhC+0T6OoadRKgZBa9KinVj2eEH1mYb+hBh0zqMs5lEqYsk/yErzAKaWJqcPE0Qui83H8KI6eWOEMHI5Xr8DgFn/UeaCmK01ymby5ho0aTEoz6IeLiKQVFqTSGHgmL1U29P823ws49lqe3OEYbUjdhtFTTRpUW0cAhS3Vj+VuCacTU4O0g4qVBuHWGkcYMU9xHT9vti+TPmMpS6Jx1+59wnJm653Yepd9GbP7bQLM6l18f0Iy4DADxtsTF2NIWItv9XabiAGhF+X38JG/Up6s+d2/q7ePNZpuRftCerhYlyB0zJYeo7Vxn4+t/ptqu0pSklb2TG742+ebDjnW6/kIxven5ASFLpWSNrWNUwtjdeRCpFxMpQY0AshWQ3jyuxM9CghflLJPTOE0FmqPtAhdewqf4GZ8m1EUZ0walI0xpCakzhBxG1AKTMIxGkuE88+vKDKYuNR/KCBK1r0RqOUm3HbLWWNoOtdaNKk1DpKd/rsjvBwEJafVDOv6S0zWbop0QZTWGYfAg0vqtOlpTrtx7iC1eI1Xb9OFLU5Xoq17tp+iZyzngvzv0Ts5Rt7ej6eMGDo3UnFz2KlcTCWGErkfGrNQ7zvsT/m+tJfomtZpEwlZIBs7BwQVpLqmca/LP0Ju8tfoNKa5I3jIb2580/eieSAU8cNq9SaR+nWxhFCJ22vQaDRl7uY0fyVfO3cd1DMbHvaeT4zwRM8Hiv7g4VVPrtrIiFhKRbrj5FPn40QJsPO+cmaAhCyO7iJrDXckbMx9PgZ7ctdzJ9veAsfGP1wnNCrGFt6qHQD1dYJ2t4Kx+p3UAln8IIaLW+F5erDeMEqjXZcFWx7c3zluM/gFSGfPjfFG3t/m6HClXxqW4o1mUvRZDzHmjC50/8OANfaL421HpVP21thqbqTK8xXM5y/gl8deT9f3DrIn27VyMg+Zmr38oG9f86n5z9NOygnQsYt2v4qUjqoxN5sTeFqfqH4cn4wW2T6Xptey+NN45KULlmf8YgUOMphrRrlJalr2V7IMtsIGc8aeBHcugAPLEU8tJJnX83h/mXY7U7xGPewaWgZoUuIFFHJRRoKWTSR/Wm0sRzWpiyqHSJ0EVfiDANGeiFjx1pvnh/LjEQRrFR5qJRhQyakspJi//3dBKHE2piCrAMpOxbszacRPbmYYTqQxbh8AjnRjejKItb0xdIk6RT0FNDWd/OKayf5nfU9hJHLh25fE1cNgajiQhQhevJoEwW++lvw87vnfmoy03PxXPxXxdNmQv1yI5EKEtZaiaY7Tdw6VUTKR0VtZmv3I6XJSXP3U6Dj+IQfhlVss5u8M4FtFjGMLkayl7BeXIShFxHoHQ2vlNlNKtnUpUzTdOfozZ6LqRdotqeotU7g+StEUZ2+3AXk02cnC+0zJU2CSjBFoFymKreRN0YQQlJuHqUeLsbegXqWMHLxVJ1ucz2DmR20vBjMrFREpTXJo63vsNzch5Q6h9t3UGtNdxbdOHEKkrGnnnIkTzW+0yUtHh/l5rEEpG2iaxm2pa/jSuNFlMMpTD3LaOGFsXiu0BnPXIlSEVvEpZxo34/rl89I4HS9i+7MFmyjSKg8lmq7KWa20pvbwUbrBZ0258lx7G/cyGLjUZbre5AyjUDnksxb8CK4vNDP5856Pn++7g3oWoZ0aizBtjVYauyh2jxOvT2DoTms1PcQRS6N9jyuv4wfVMnYw5Sah2OMW/J5R8VjvOd5h/jd0RcAGrrmxEka8f0yNAfD6CLrTLBDXkkYNQmjJuPWpZRbx7BFnpa/GsskJBu7afQlrgTaGZpncYSctNxSyuNY6Qfo0sEy8vFzjc77Rj4Uq9T/W2y1EhLILw28i5CA3c3r0TUbXVhcaf98Qk6IYomdoEwmYdSeHqekSVSMCyPovG9+WE8qonCHfyNKtenPnse1+Q/S52xBEwLL6OFk1e39w+/hpvNfwvOL/Qihn+HgINDRtBwvzP9aPDNBlXJjP4oIP6h2qrXxSOLKlJQmjjWIoReJwiYtb7njDhE/d/HfeP4if3SwjB+1AC0hMoEipNLYh232c7DyfSDGf/bnL0ERMVu7nz89VCN4wn176jiZfEPCSM9s4a7K3/Ab+/9XkrwLsvYIRXOcvDOBT3wQgPhZ8YMmC5V7CcMqupbHD+KK8Zg4j7e/6BD/fcckQ4UryKU30J+7gJQ1yLbMa8g5a9GklTB9DYKggtQcujNbTsPIKQ6IA9z09X4AVn2Pfzr7IrY+b4n3DW4mZ49i6l3scH4WU8sgkKz6HnlngkrzKAhJ1lnPba2v0gxXCBW8+5EyL3rgXzlS+jZhIup8ofM6Xpd/LZ/e8l7OLbwF119NEu0cl2ffSTNc5sbafr60dIg/3jXIT5bTZPSQnxkOWfV0VlyPe5uxtVfR0vAVDDoaEfBgucK5XZIPb65SMEOO1iUPt+Z5pPIVNnMJhc0RyguJagHLD2uYI0YsK9L0wQtRDZ+o5CHXdMW4OOhIh6jplRjj5gUwv4q/c4YVT9Bj+exa6KUn22B4exN59nDc3g5CCEKio4uoxcSNJQxj9waINeWkjOVJkusG+5cQlqQRaOTMEebb7TihbAcIR4//tuXSumeF3zm+h4Olrz/rZ++5eC7+q+Npk7hIRBRS47FO0xmn25AoCrCtgfjUHaw+oVWoaVkKmc3oehdd1joMmUq8VgPyqpf7ap8jZXZjmX2AQkqTSmM/bb+ErmXI2MOM5q9M1NKXUIki/MkE6QL5/MQ3Moj10jpJUGcESJlB1wpoWhY3rGEKByltWmEprvQIiRtW8YJap/XUzRgpcrSjCmvTsT5bbCOVQgqDlNlDwVqLJk1SZneS/LVpuovYep6MPYRl/HRWYLEBe7zIDxWuRKDHFkkJTkkIyc91/SrXFT8EwNHwAb65+lexin3YQBcWF2ffGnva0sISGQ6IXdRbR2m508lnCNL2OCPZS6i2p0mbfURRGylM6u1Zlqo7WSN7Or6VABl7iDBqk7NHEuP6AgjJXZVP8ompP2G5HXLF1ileMTETY6fs7QzlLo6xQkQdodiYnHDKum17/i28LP9+eqyNyCSJSNvjZFNjaMLgwJE+tuYarClcjestEoQ1XH+eMKzTdueJVEDTXWCfeBSlQnQtx7769/CDKtP1+xiyt5NPjXW+RyE1zsudF2PoRZ7qkT/5XCkU3emNGDLFePYqhLT54uo3E/Hpnz6U8vDCBl8p38jR6o/w/VWCsM254nIm5QmiqNnBblWbh6k2DyKETcoaSTTNBK8t/jI92R3Ez7SZ3MthQEOXDprQWa09Sq09ixA2raDMbu5lsvRD/nXlf+N6iwgExcxWPr/yXV736D4+MfMPiczLuuTpiPFojtXPX53vsTXzqrj6oKIYjyptTKMbXe/C0Hs60ixR5KFULECt6wW6U5uSZ2e04zd7Mva6N/FHa6/jjzb+No/HGLa9WaKoEVvHZbax3NhLqRGzVe+pfLLDXH18PFE7TutoUwKMO5d3PHilTJGyRpAyxngeL91IrT3NinsIP6hiGQP4QZWWN9dxlVFE6FoegU4KG3dVIjWFQKJJC00YKBXxN1syfOfcF7DGuZiCM44iRCAIwwarjf0dck7aHudI6QZe/fDneenD9/PD8kf5832CR+7p44aZOpHySVk97A9/Qq09w3JzHzfX/p4+fSNKBVh6nm5rAy1vjh59PT+oPcbu8heS91wllV2La/oK/Ev5X/jAoa9TETHGExRhWGN3cBNrtB1Mtx/EVCkyhuDuxSYzLZPLx2bpt3zOytu8uecXAfAjRRgphIDFVshFxTw1X1B2TR4qmcw2Q1bENEp5FHUboUt2/bDI5M4M3Wd5CFNDBRHYetw6BbRuC3/3fNxGzTpxQmYYiIn+uJW6WsV7YJ799xQ5Ug35xEHFxw+51FoWMh23atXsCtG+adRiGTmYJ6q4LP2giSq1/j/2/jvMrrO898Y/z+p77Tp9RqNRL5arbGxjjDHFmBZMCT0hISEJIclJTup5c1LOSU4JCekJ6QmEToDYOIApBmxsXHCTJbmoSyNpetl97VWf5/fHs2ZLso0xSd7fefO+uq+LC0me2bNn7bX3utd9f7+fL6Ls6cmbPklzE0UGWYa1Y4hkMeNY12S5+yRHjUMk8wli0wjGzgnkUoA8Wef9X9uBif3c3ujn63z9H6pnVR7OJvvp5aw0lRsUzmAQ1vRCayXytUqAa48zXNzFQnsPUqUsdHMRupIgDE6me6j4W2gFJ/IkCIuh4i6avWkyFTPgb9WmCXxWk6O49kjOiFrBc8YI4x5f734kRyhESIKnhX0PlC7SIF7TI0qaGsmhAqSM+7ynsrc+X3ss6JxJDFaYZrWr82FD0aDmbGQpeJIwWaHkTWIbBSbVDrrGEmGySsEZxjQ8fHeUVMV0w3lss8j3WmtTowExhT3wcoJshU40x3/b9G6uHgxYjSWfOiFI0jr1TgelQtI0JTEcpqNvklWuJYgWOBmvYBiOBrkaxb7OyTKrRGmTE/UvUXAnWek8iZQRGCDz6entwT/p781CDKPEgLWRcmWcEkMss4cwXs6nL3rd+JXe13jRP1/AkKrRCk7QUEfQRpQeGwdeyVa5i7u6H9YTCaOIYTi8pPgu1nsFvhU9wXJ0SGsJ7WGq3hSJ7CEweOO+fWxQF5KJBNvW8UiOPUqcLPZhrUqlnKx/DSFMSt46LjSv57RxBKUkJzp3nXUhN1ntHuQ2YSBV3BfXj1VfwELzftaaiDN6sIzZhl6lrxqHGK9coVM6ngUL8+yva8yIewHjcorIa2EaLhvMK7ir+3EUEiEcnZYgXBq9Y4TxLEqFZDLGtiqkWcDjyUlMw8Wyqv3Ui7VVa6ZiLMMHJNtKNzCT7M2xKgrDKFErbmO1vR+RQ2C74QkAhHA1b1FpPduu6us52Poi7eAIV93d7K9la6ULidM2SdalWthIPTiKZXoEsW5q06xJJgOK3hRBtECiAgb8bfjGAAsyJk7b/WM7VriYd1x2jK8f2PAd0kIURW+cxfaj/XPYNH0sazDnsT11nW0yUbu2/3qtVXbWjcjj9Y/3/+xYNTb613Kg/umcp6ZXuu20ieeMEaet/vtQGxt0EyaEiTA89md38OZbX07ZdJht3axBwOoEUqX81GN1ItHjZPBtHYUnO5T97Vxuv4aHo38hTtsolRJEMwjhESdLLOYr7K80/5R7H9pMu3ccpRKqxQso5fBg1ywTZ12Ode7EEA7d8DhBNINSMU05wy6ezxHh5FPSjB3lV3Iqeog/n/8CSdoljGf7GB1dBgPOZv7b1mE+evytfL71D2wU72ZJNPjK7AhXD5cZK4Q4psubpmIOdlzunEuoOCYl22RXzWRrMeVUz+K/PhHwaPBxyt46VnPd68l0lXg24XC7xJtftoKwLHBNhGOgujGi4CAGPFQ9ZN83h7liZxdRLZ5BjKCjteTpOllPsRgUOBV1eELezZcuv44tV7dIVxQ8PM3hrxXZ+UbR19SZF61jZGBVr0bdPODeMCCMod7RrLk0Q0mFVRVcUYtw7So/Pb4bd9c8NLuoKKH7RMLyfImPrDzEifpXnv0Nfr7O1//hetYmrhkcoeCMUXLGaAWHsO1BkmT1aXw2IZy+psmxRwHIVEImA3x3UjdEySpJlrKu/Hzq4TGdvYkmvxum3+cwFZwhEtnDNovM9vaQyQjLLBClzf60pOBO6DSDFHx3jDDWo3M97VEYRpFevEwmY5KsiyEsgmiBIFqg4IxhCotONE/FmyI1erj2IGVnIm8iTKRKKdiDLLYexjFLuHaVsreOlc6TOGaRwOhwpXkjj1sP0uhNY5vFPHlCr2XirP00999zrbn0cf7z+Ot4/fpVMinYvu0w779zOx9YuJlm94iO3lIh5KDWojPKgDHF8c5dDJcuomyOc6z+RQzTZ2v1FRyu36xfD6kJ+7XSxUiZEMaLFNwJxvxLOVHXa6wgPJWLpWv47hhL0QEss8Cp7rf6fD7LHM5RGBmLrYdY4mFMs0QmQ5SKKBW2EMYrdNNFbpq6ikdOrqPRWaXoTWAZBd62scC+hsHh+Ztz5piDaw8y33oEKTuszbtmuAOAV9V+ha+2/grf1U2cbl71cV0DAcv83CtQ4WTv2/p8i1dYu7EAzmnYQPBS52V82tj7HZszgcUF1ZtoqJnv4dUTCGHnuJYzj3uqcx8L1mN0e9PUShdysPdV/fukbXx3lJXO42yovoSSO06UrDJSvoyl9h58dxLfHeXx1i1U/S25A9Ph4vIbmU4fJoxX+b7yu5jwLZrei7liyODBpU3Iwuv5YvfTdHqnaHSPUPQ2EEQzdMPj+Xs1089RRfTiFRyrwsH2l0jzPGStjzOxzBqdcBbL9EjSBsutVWx7EIFJmq5pXxVKJWRSx0stNO/DMEq5ltXAtQdJU+2iXE2O86t3vJHFMMmj4rJ89Sn7x2stu/ba8s+xJ/o8QTSjI/aecsO4ZniabdzFZO2lLHT2kqZNHHtIN6DPgCIJ41kOxBoEvAZc1jDjVcJ4DtMsc0Xtx9nT/BiolGrpAhq5jMB3x6h39vN19A2pznn2cJ0BMhmxv/XPmLmb1zI9WsFB2sExtoyXGTbfTqYUD6sHmW8/jGvr7wnjOSr+DnrxCu3gKIqU9bUbiGWHmeY9bK7diIlNQ50iSVt9qcPaWnvI2MQj0Zdyg5JBlrV4ov5Jtg68HoCXe6/mn5b/EKXC/L0SAZJURfzB4YCHep9FqpTRgs171g8CGY6ZsWFdnR8t9Pj6zCgPLknWF20yBRdXM7aUAgYLPboLw7joLUGzd5KKv4lG5zH2Bbfy/q++h3ftmNXZqRJUN8EYK6KaISqV2gFqmTzv1ytgW3pC5pw18XIdjO3jdO+b4acPHmM5O8Ktl76cy9+wiqhWiPY3uOvWUf7ioM1vyya7XreKKNgIwwDXhnao17Nr5gjH0mkQcYqaXwbbwr5khIOf0xGOK5FAroQcu8XgP327xP3J14iT9jMMKs7X+fp/Xj1rE1f0JsmymLnm/VT8HXTCU88g8BQYhochKghhcJX/VgDubf0tYBClTa0XkylFLydip808PsnAEBZp1iRMLKQM9frO34QSGa5dJUqaet2JkUMpl/sh5zq6qU65sJ5W7yRCuCiVaCFv3EMIux8LpJQkThv5XeNhbbYQNkmqJwwr3UNEyRKWVUVKLf51LI0VSTM9uSt62kgQWl3+20WS1z661Ifcri89n56q44kqs92Hz7rIfe/12nV1Lry+zi2f38Bbbz7Jscb78w/iEuXCFGkWEqVNhrztzHceZTF9GKUSaqXreJm/i5uzeRZbD2hw7doLbVZIsxZSJgy7OwjiJaJklWusy1kuHKTTO5qvzyDNYtpBh1rpQg3SFRoh4rsjdKMFqsUd9KJlhDAI44Wc5zdBlDYJojmk7LHS3sevHDxGJnXD2Q407uMnHz9BpbAJEPpCDoTxGVG9nrTpYHWlEr7S/HOUiihaI7SM0jluzbUEgG60wJwzjSTDsct0w3mEsCgVtmCbRRyzSJg2aHYPsCbk/9TSGXL/M1WxsJEpOcnJ+AE8q/qcXjfTLDNY3EknmqMXnWni4mSRkreOrjByNIogShpMVK4ikQFKxv07fsuq8htTr+BPZ8c53rydXkweGwZp1qHoTTKqhnnRwBu5qKp484XTFAYTwobFHz6whSeSOVpiiV60hFIJnjPMFu86Zuz9tIITeM4QSdql6I0TxnUs06MTnqLgjOGYZYLoZH6Msr6+VTdh+t/iZJFn8ljrKW2Svy4dhstXsNJ5LM+X1RfCRucx/q5zgKHypdSKO/iRoTdwSTXjl459/mkxRve0/jqPG7MpFzb0mzuAir+DQXcrJ+q3YVvDzDbv63MPHatMkjYAQbV4Aa3gaF/q4TnreF7h+7mv/cF+07ijeCNPtj+vJ4pZl8PxN1Eq4qKBH+B1A1v5g3CeJF2hHXQBhcDCsmr5DZvTjww0hEUmA9rhabKsgxAetlXhulF42/NPcP/+Se5YfCGfEC4nm3diGj6OPdL/Xv25Kljs7idOFvHdjSz0HiOTUR+cncm1m8IMwyixmB58ypRNp9kkqqe1vsaFvG34lziSLPKKwQm+vrLE3t6tzDTv5rT6OkJ4bKu9hnYiuWfZY8qX7GuO8AuXNxiSAc/rtXnNpg71boFvLQ4gFVy6ax6rAsZ+RZiNMjL/Lo5ks+xtfCQ/15fZuxqz7pIuYPXVC2qlh5JK0wnrXfAdKLhPP5FkPqF1LIZeVWT/phRzaDfm1RUwapBmOEFC/W6Lg+okL7z/IT7dfR2v+L8kxHpdKiaq2ixhCGh29FTOcyCKifbUueP+Dbz02pNcUnFRKuPvl7/Evj94Kbd3//E7JoKcr/P1/9R6dndqqtEilln5rkkD5cJ6NpWu55PXB7x1ciC/e9aTNSlTbWowi1TFOOvL1+C7E1T9Ldq9ahSRMsYyS1T8TdhGAc+q6e+3B1BIpIpxckelwCCMF8myDpbpsdp+lDStUypM4TljuPYImocWkaRdOr0TxMkyIFnpHuzr31a6B0izgHpwFNeuUvG3YRketlnCMnyGi7voRcukWY84aTPq7MI0HKY732K2p0HGa4aGVjbLQvvRPp/ruYrgz10DQ5J1ca2M3/roVt657+84Wr+1P1WQskOctjENh7K3npP1r3Gl/2Y2116J50xwuPEFPrj4Nyzn67Qz8U5mbhqZwDBsfXFIW0gZcHPj75Dy7MZcB5Ybpk+j8wSGcBguXcRYeTfdaIFBfzsla4xMxWQ5x882S/1mdu11N80SadZAqRDLGkBjKFwEhl5zWwNU/M0UvUlce5hSYSMasTKMZVao+JsRwtbfb1bZri7jpyd/oQ/JtcyaTnlwRrFNn7lgD7Odh+iEs6Rpg83ll5BmPZrBEVrhKVrBcVx77Kzf0+yjbc4tgWlWyGTEPfEt2GaROHt2SruehJSQMiRKWxjC5myzjWUN0u6dPmuFqHQzrkJi2cW0Kvk5q+PY/vv0rWyR25Cyp00PWYt653Gk7NEODnN78w/5y5k/5HdnHuLE/ADeDo/SVMYGXzIrH+dk+x48Z4itA69loLCFJztfpN450I98kyql1TuJZXqkWUjF38JY4WK2Fq5n48ArGShd2p+o62f73ZJR9DTOzGUEtjVMlLXzpk4+5StTHWofzvLenQs4hqLRPZAfeav/ftCNlwIMGp0nz3mMVnCI6fpXAcHrqj+BbVVYa863utdhmiUK7iRKyXPMGJmM+aXtJV5S/sn+vz3RvpU0a1L2t+HYQ/TiFdbVXsQvTG3mN197iAF/K6ZZRiC0/k7oG0/XriGEgWcPal1s1kHKHmla799kDhcvIFPgX1Pl2itPs66guEJchu9O4NpVNpauI0qbZCrGsUcp+9tyR7VJEJ0kiOaI0wYrnScwzTOfE56zjvdM/AI7jWuf8joYbBh4OaFsUu8c4J9XfpdGEnPbjSHv3LLED0wO8xubfhwrd90qlVBVQxxI5rh9ZYG7FxQb/ZRgXuCPp1y8e4HqcA9TSEbclE5mkEaCpAG2leGbkqJlcoE12TeTXDjwNv76ZbMIR9A9lKFiqSdya1eabqSzTQfLIHWG6loWKqANDQCmidg5hXPThZiXTEI3hPlV6PZQXX2zsElNstG5msdbHtmBRVQ3RLX155BabkIn1GYGQ0AvhLKPs83nGwseP/qxLbz74ENAxlLrQb7YeP/5Bu58/YesZ53EaY1IimE4FL1JwnjlGSNvpIy5yng5s2qBoY0B+x5SWqdj+GRZTBCdRMQunjPMkjhCwdQNXSp7VP0tOuKmsJPTjTuJzCKBXMR3RymYA7Tj2T4qIkoW8p9o5EYL8jt9/ed2cBjDKFFwRohTvdYyDAvfXU+U1llfuZaZ1v1sKl9PRkKoWqz2DvcDtsO4jmOXCaIFHKvCau8wcbKMbQ+SyZiF6HGyXMj9s0e+QZy2GfUvZiU8nHPYYtpBF+s5Tm70sTu3MW4Hh7nqW73+BEM3B11Ms4LMAsJontj0+YHhn+WrZpH7Ox/RJpDiNbTkHK4o00pnaQXHznrsjDCpk2Yd4rTJePl5REldTwwwCJOV/prNtgZI0wauNUBqeNhmEUt4GlzqjFA1J3W2qJIU3EleWHwn3+p+BCVTxsq7ibMOKx39cy1rUJP5sw6OPUKaBaRZgzRr4tgjuU5IX+R78QquPYaUKQP+VqKslU9XBJkM6dLj1RMOn25O0ot03q1hWEiZ5jmhRs5Gs/Dc8RzBoQPcdd5p1qfxKxXj2EPcUPxhbmu8v3/sB8u7udh4Mfd0PoRr1+hFy9hmkVZw6BlfuzPOTgPfHUMpmXMTyafCa/qqDptrr2S69c2+E/vl3hu4P7ufkj2KwOBC83r2xl8ijFeod/ZxO5pzppQObffdib6eTa/GAqbrX+YT01ezO26w8KTPB2aO040X2Vx+CYGq00xPsdo9oNfg9qBOXYiXGC8/j1SFdKJ5LNOj3TtJL1omU3Geu9l6DkzDp1aW6/UEk+WruUhdzFeiv9XYltKFyBx5sqblS7MW79s3wkyv1/9ZioyCPfKUJBZ5DiSY/CvXNgL/vPK7rOn/pOyyt/Fh/fjpKk/1sybpMm/f+8Fz/s3OoeKm4fazYxc7j/Hr0wmf/ch1xPIxsqzFYHl3nkxySvPfZJz/TiGeM3DOhiLLOhiGx2J7H+87XaL457u5ZNDkj2f3cbx5O0pJCs4YJzv3spa1/NNj72DKV/zSob/j+yrv5UmOcDp4kDhtYpoeQ8UdzLceAaDgDPNTO1f5w8cHuKepzwfD8EjTOkG2kgOCdWNkIHBLKX/97RG+2ZrmUO/rFL1xXFMnWJxWTyJVwnJnP1b5R0lkjSePjzG+3GF8c5vCJKyXDSp+xNGVGqtLRSZ2tmkcLTDiphjC5sRZWKmXl7dyeK7N392twcDve8MhzEhiVHW4PL6DavYQa1mohtB9vpRav+Y5+s+9SK9BDUMbH5Yb+pVv9xCWwYnA5u9eepLqZEJr9iTh8RR/SCKqBZAKUS5oZEmc5iBgjTxRYcYdzVkeaZyBV5+v8/UfuZ51EqcvTEnfgbZmwxfCe5or7JhxjBWm+ZOv7uCfGp8kSpaI01XiXNSuw9cbLLYe4lTzW3kkEn3t2lL3cVx7BCEMqoWN1Kwp1qsL+sBWpWLKObByoHQRKv8gt6zqWUgPk4q/iW54EiEcpOwRpy1MU+d1BtkKmQw4FdzPanKc2eZ9VL1N+M4w3XCOojeObRYxDY8kC3DtGq4zmkNfod2bxrWrfd2eIWyWewfphifOuuhlzxJu/9yqF53uN6lS9jCMAnaO8JioXYsQFp9c/gsEJrZZwjYKmFi0w1kWg8eoWOv6Kzit0/KYKF3BaPkK0qzBTPMeFDof1LY0Kd53J/GcMYreOMXCRsreuvy4S1rxaTq9PA2ABNuqIQyHXjzHg9GtCAyEsAjSVUrWOBV/s9b9ZB2EsCgXNrOtdAOgJ2iGUciJ+suE8SxRsoxleLy6/CNkKma1ezBPuFCYZpnX1X6e146O8WMH72Wx9UDeiEmk1ELxdnA0N7GUcKwKUbKKYRTOwWeYZplf2virXFP5CYRwSNIGX2795TnH3cBga6HMUHEXzzNfwVjx0hws/Eyl0R22VcO2Kvj2ML4zzAvKP8JFlTeedfz1uXus/oX+8wDFLfU/ZbZ5HzPdB6l39vNEdlfudD7TeOuvr/BfN/8XfmPjD7H2dj3T0Ahubj3Awr0mXzixjunwfsruJG25SC+r040XAYMkbZFkHcJ4ESljFjv7KRmj7PJejmtVKDgjFL3x/krwe2/gOOt5KabrX2VRNfu/e6t3MkfdnJnKKRXzseW/ZB/3njn+RgHL9BitPB/bGqbsbwfggurrKXqbv8NP1RNvx6r0J61FbzOWNUipsJXrqj/HGoRYYPGa8ru5sfgjfddslCyzofYSGp0nc1NJTJqustC8jy83/qC/xl1t7ydKmlSLelrm2tpkopB5GsJZz0jFZFkXw3A4Uf8SP7zvz3jdnqMcb35dN7oqzQ1XS0gV04tXON3NiKRemX6++WcsJgcY9S9ioLidKFmimyz1pQQvdl7DBc9fZdw3AHHW+aBYaj3I2VPTB7Kv8Stf2cZ9zQX2Nj5CL5qh0XmyHw0YJEskssdLyj/JVdUh1vsRJSdmYDDAWWcjXANvSFIe6LF7yzwDw3oqXXRiJHCi1+HB9of7z+1r7aP847EiH138A+5vLhEsWohCDoNP89e/7CEPz+sJnFRav/bUimKNBdEnBgxWUSsd5OkmvYMR35yP8UoJzgYdVC9MBZaBmBwG04TRAb1SjVOYXdaPNb/Ke/94ikcaH/oO59L5Ol//8epZJ3FBpCdfSoX04oX+quzMisTEtUdw7DKH6zdjGD6/3dXrxNHKlXTjRaK0SbWwhSBaZKi4A6kky53H+m4my/Tx3VE6oZ64rQWDZ1ZEaup1aMEZwbaKREmD66o/y0deGPDS+9ZxqnkXWdpCkWogqzAIYx0tJWUPxx7BMgokaZck67DaPdhfaZnCQqmQxfajCKEnKc3gGIZwSLMWjjWYT6aKSKWnSKXCVN/00InmMU2HOGmzJrI+U2ZuQPjXXQw1D65CyVtHknUJ4xW2Fl9KU80TyRa7St/HdPxAH28QxCvMyR5J1iVJl1kWNteUfph7mh/IH8/gVPOuXNisX0/TqCBlmB+zWXQDvK2/Fl3tHmawuB1XlAmyZbrCwDILdLLF/DE0fkIfuxHCuE4QLdLsHsonoB6jledxpXgRj4l97BAbmXb0yrDqTbHSPYTnDGvzSdogjOf4fPMvca0B4rSJEBZKCWyzxN3pl0mWXsFy9wmK3iaipE6cNkFo3ZzvbsgRIAZSxkgZ8IbBX+VB+W1mGnfhe1OU3HEea/T42S1Vvr3Xyh9fT45Ms4zMAg0jbj+CZdZ4yGvx48Nv4W+io88I3TWMAnHawjZLVAsbaYWndFanO5dHMFlPWyRmuXEAzjRillnAsUeod/bljYXRbz7Lhc10ozmGXEWYifycOvs8MzjZuJM3ffNHicQMnZ7OfzUNlwl/N5PmJRzlLkzToRvOUXAmGPUvYiU6TDub52RwT46UkeBNkcnwX+3CBb1GBUjSFR7pfDJf52sHqJQx5cJUnhc6Byh+fv1/4jUTXV7+bW0wKXqTBPGSxqxgkpoeYHCgeesz8P3OLalSfm7yvfzxqT/JJ5YKaZbZn+pklzBeYaTyPN6zTXLR6ArPv3s37WgGy/Q41fwW+v27lidrolNidHZsubCeeudAjlLpkWZt2kGjfyO7NoXrQ697R9GfQTFC2EjZe1rGrJ4am2RZG8+Z4Pbwa4wHr2SotIuVzpOM2Ds41vpa/h412WFdz4PotXIoM/bdM8KAA5fVfpi9jQ/n7t1zyzBKdKJ5PpF+gteX386D+bPVhpC7EcJmY+3l/OeJ5zETCE51Umwh2bJ1FXsQhG8jJAhDUDBS4lVFe8Wj0xAMDXbZmpn8zLYqm2Z+kY8v/zVJuszj9Y/zeH78Kvh4tTrCsjFG9DpYDJbBsVCLbT1tqxY1CsQwzujhDAOKnl6hrv03y0RMVBFZnSRM+b3ntShuAFJJcZPinF+/7OvmEPTnfcFFHp7nXz42xocW/ojzZoXz9f+metZJnM5MdfNVRZCbEfI1ktArzc2l63ONyDiGcKgWNmIZHqvdgwTRDJ49QCp7el2BTZg1KLgjDJV2US5MYRoOreAYWRZQcEYwzQqeVcUxS9Tj48Rpi254kkbnSXrRDIvGLP97zzinW/fmd8I6kFoIgyzHIIBBxd+m0wMyzYAzhINjVbDtQWyzSDuc7etvbLPUn8CBvnhWCxtzbRO5tkZDj8N4lV6y2m92tP7tqR8K2b+6gdM/L9YmBJXwQueNDBZ30qWOI3yUylhSx+lGc6QqpFrYqF2AZgXXruI56+jFc3y7+4m1R8tfu+Bpz1OHrtdZI9ynWYhn1Rh0t+K7IxSNYVrpLIawqfhbiJImE8YFDBcvwHcnKeeMMccsYVtFXur/cK5tMyh765Eq5a74FpSS3Jd9k0xGJFmXVjSDabh9LZ5p+Ahhk2Utgmha41GEhWEUiZJVVtuP8qXGH1FwhrjOfRO7y2+h4m8iy/TkJ0yW8PIp7trk9l8af8Zc69s49hBBNMNC836+3PgjfuvEoTwFw0MIi7HqNZQLG5ioXYtp+FonJwyCaIk/nfkAnd4z569KGWAYDlKl1IOjWh9pOITxMhJ5lgj9nFf2af+ydqOk9WAOprkGyTUwDJssa/PLT76P3zj0O/1zam2KpKe1ksfjrzIlRhDCIUoWNEA3PUUiNEJhi3MtvjuGbfm0Uh24HiTLJOkKa1Fsnd7RszSU/7pKsxaZDPoTYl36I8Z3x/CsGlcW3tzXT91TX2E68PpTy8vsV+fyjaKe9EYzKBX1J3zPVnGyxK3Nx3CtASxTyxmitM47am/muurPUvE38eUrruaVP9FkdHuXP9/2Ii52X6UzW4WeaGkAscAw9P+DQSYDWsEJhDA0WiWao+BO4LsbNfA4b+A8Zx13XPV9vLn6DkAjfdKsjWMNom96zfw1s9DO3xIDpQsxjAKOVSZIlmkliuXO4wwWdzLd+RZZ1kbHjcU82PwbfTQNnxHX4Tf2OvzPEx9GYOK7GzHNYr+pXPt/y/Qpe5OkWY/PtT4BKKrFXfnvWGRL7dUs9Z7kyQbYBrx5o8I09HE2PAMVSz09M8AsG3jrBJaToZTALWds2r7KmBsx5BpPOd91Q7yp6OOM50y3dgRhqhs308S4dKNuttJMN2mgp29rzVexALXymYeUUjPlUknl6gI7f9jEHHBIFhNUqvCuGtLGhtWW/hn5dC+8c4Y//jWPDb91lDc99Af/ppuU83W+/p9YzzqJS9OmvlDkH7JS9hDCoeCMEERzgGQm2kMQLeC7Ywy5V1BT4zypTiFVjFJZ/nUGBWeEld5BSu4ERWskZ8jF/YmIaZb6hoNUxcTxArap2WIFZ4QoqSNVzPH2nSwmB8iy1llQXIOav41G7wQr3YNYZpl2bxpyDleluFMbGvLIsDV6ukY57Ne0/LiObRb7jcBK90mUkpS8yTxFYghD2JS9ScK0wXhxN8vhQdLcifavwYl8pxJYbKm9mgm5kQZdquYkjewU64wLmYv34FhlPHuIojGMQwHlSFrhKSreFLbrk6qNLDTve9afkWYBFW89iexxWfEHmTdmOFS/hZI7TjudZ8jZRiudoWSNEcsOUdLAsweZTh/GMYpYpkfRHqEdz9EIjiNVzAPmV+mGc0jZoRPO6otTqHNNk7SrNWxZTBiv4FjVvmvZNDwK+TRP518CwkA+xVDQDo5xt/sZRvxd/Pr6m0jV6/jE/DTfN7iRH79glvvnRvmnE5Jb67+Xf1gLEpViW7U8cSDs09fjZAXbGqAdzpLJCNcsU/M3s9J5HCVjioWNdHvTPFvzIGWYB5vr9blj1chUjG8OkRY2PsU5eKbOTKz073qV/1Z6IqQjGn1HsVIRO80XsTSwmWP1zz/l53YRWBQLG3XObu8oX4z+ot/k9aLTpFnIZOkSUtljm7mOZXcDi539eM4AYVzPL7r/vlmQaw0HmPjuKGE8i2WW9WspU20W6fxt/72yL7qNX5+e6k/s9kSfR+Z8vL4z/Ryx+dqk7EyZZiX/fqW1mtCftsss4FQ3oiRcOuEs3cQiPbGCPeVx24zJnuCfz2lc157X2oVeN9RntG69aI5aaZdeDec3RJphV2fUvxjHyrgn0rm+WjtsEiVLGEYBM8+ERVgMli4giBZzSYDGvBjCYjVKeUnpx7kv/Gdqhc2s5lrgNR3yJbUfYre7gUPhKt9u/i2Q8Xj2LyiVsrHyYi5Qu/hS888YrVxOkCzTi5boJauYhotrV+mGJkkaYFkD2KaPgclV7us50u3Qy3w2+CaTBUV9vsBorYfpGqhUISyBcAyEA0O7FclyF2EKZARVL2L3QIHa6jZW24/2j9UltXfyezccxag4es1ZdHST5Z6FEml2dE7q2gRuzVEKZ/Rx+gWBbo/sRB3hmIiSA1GCsWkQx1ilsy/GucolPd4g3tumcHkFMVpFzdd518e38JmV//ndT97zdb7+g9Z3CSDN8nidCMus4dpj+O4kQhg6DsseJkq0UL7TO8Vi8DiLHGHA34ZrD2JZVUzDR8kQw7CIkgapjJhvP5xPvbSWqlrcoREM4SkM4ZCkXWrORs1eyzqEyQq2VaLibyGTAY3O44BJpbgdQziUvHXUgyO5dk/rVEzTx3N0cHaQLGMKh1T2sO1Bhoo7USrVmaeGRmd4zgC+M0wQLdANZ/LQ+ph2b5p2T2eCRkkTJ5+CrEZHEcKg4m/GsWpnRSP9O5SwmA0eZtGYZck4jY3LiLmNOXkAgck7B97MgLdFO2GRjBsXUCtsoWZOEaQrrHSfuXk4u6TssNo9QBjXOSL20MhOIRC0oxmawTFmOg+y0nmM0407WWrvIc1CPUlLu/3J00r3UN9YANDoHkIpPRkd8LdiGBaOPUwQzZGpmCQLKBc25EiZFTxH54baVpEhd3ve1DuAzKdsOnS+4u/UfDJhEmdtTrfu5VOzixRNxc9vXM9vv/s4G16RcdOVxzHFmQt9xd+Bafh49gCbazee4360rQEGi9tJZQ/LLFAPjmqRuT1C2d+Kbw8jDOcpR20tMB705MYijBcYrVzOuuoLcoK/Qz081p8IPu2lFQ7/e9tP858mfzp/HXrc1/4g+zuf40Tnrv7FX2DyUOfjHG/c3v95a/pGIWyKhY10eif60/Gz0SugtVVzUr++Xws/hytKWKaOL9tevhFDWLnm7DtH1mkd2veeA7yu9kLeUb0JMNlWeYXWPyYrDFib8jQTPZUq2AP86uSLc6yMohseB9CT8uAIA/5WLLOGY49qpmD+fWfKZKpy3Vl/N3TCBCmmWUGR8sXG7/Plxu8TJyu89tEv88K/KPLNzwxzshd8VzdimjYxhJNHDzoU3Il8I3C6n4SiwcKKk43bueKbH+VI4wsITITwMAwXyyyjVIprV/UNsUoxMBj0t3GB+SLKeRxhpmIelnuxhYljl9kursIwHNJsbU8oGFCDXDNisGossDbtkiomzRocr3+JU8xxZeVdXGO8mDdX3kbBHdGfpd4m3la9ifHqCwiiaS4uvYHne29mJniYFElLdFiNEobdjFZis3d+BOEIsAyMkoXw87VxqsASmAVB1lWcPFijEzusK0RMmpf0j1upsJX/vGEj1ZdVEQUbY7ikjQZlD6JEv0azK6jVtm7aVlp6IrfaRJ1czKduca6Zy99HzSBvBm2EayOqPiqIMS6ZonSpg6p3UZEk7hoc+WfBX/2mxzU/l/KZld/7Hs/e83W+/mPVs07i+l9kDeDmkxOlJI5VJpZ6stKLZljuaq1GEJ2m4k0xxUU0OYFSKZ4zgu+OoJRkqLQLpTIKzgjdUAvllTJyrpeBaZYwhEUvXmIh6xEl831CfxjNI6X+MHXdQZSS1JyNtIKjNIMjOFaNNF/DxckKpqk1dKbh9yN7yv52Oj0dvi5ljGm7RMkqSRqQCn0x1M/tJIbhc1HlTRzq3t7Pj60WNqDIchdbgGOXmbQvI3EiTnbv/XeLSC44YwwXdlJSNY6nD1C2tOh8pfskBWeEf1j8B6J4Ec8dp6IGSIiJshbTwZHvCVApZUAkA2Yb8/1/W7s4RWc3BUqwofxC5oJHMU1Hc/mCE/juGO3eNKXCFJZZoJuvpkZLF9PoTVNyx/HtYeKsSzeaJ0kbtHsnMYwilunTi/QkKs16nG7di++O4dvDrHYPk8kQzxkmSTuEiZ6SritdyUz7AdKsxcPtj/Li7i/zv952DGPTMPHDS6zMFvlq79P9ZJE0C0mzNq2g2XeNaiyMR5LWWWrvZbB4AcvtvUDGcm5mGXZ3MNt9GN1EnkkpMYzCWdMmhWsNEKqUcbGDY/G99OI5SoWNJGmXIHpmSPBY5WretHmOW06s4U2ys9bdsLbaVpwB0g6Xr6AVniZOVnj3+C/zwbnfJUqaWFaVNF1lpHJVnsDRo+htYKSwixP121hsPYDnTBCnbY53vwTCIDFLSDfT0WhKIoSt1+rRPIqUanEXUqV0wzmuc9/Efu+BnKG4wHOd3C229/E37X1sHLiRI62vkskQ352gmc1gCBvbGiBJ6zR6J/jA7Ln4EKWSHASuWO0eZnf5LUgUe5ofyb9g7Su17up064wxwrV15FQ3PInMzoj9145zs3uAhzjEXxz8L9zV/btzfq7nrOOVxR/m880/O8fVrRuwGknayY+XiWEU+5sAxxrMdbxKpzsgUCgqeexblDQpFdaTpF0UCtceIVMpjd40s9Hd7Bh4ExEdLPdCRuV6DhuHGLcv5P7WR/LX30QIm8ur78RWJn85c6wP8PbdDVxQuJFHGn+PImV/42MAFL1NPE++jnZwGCE8VoKDfF0M4Qgfy6yxr/VpALZWX8ElxSqLvSIbSjarseSK0WWKRZ3kglSoFIyRAsJOkO18nV+2aDxu8fFjozxWj3lQfpuF9h4ARipX8bUrr2b7xUdInhBYkx5qtoWxYUBDfgF1bIHVr/d4ZHqcG/9XDFmm15+DVURNN23RFw/ivnyzXqv2QlSaYVRdxGgVPD3NE8NVcGyM8QpHPhzymePbeWAp5t7s6yy39jwD0/R8na//99V3mcTp1Z6UMZmMKNiD2FaRJOviW4MMFLYwWXsJcdrAMByNp5ABbaNO0dHoBNssopSk3ZsmiJdph7NaC6Uk5cJmLMPPwbsWAoOCO5wjIMr6AqpCrZMx/X4mZ5Q0yGTMXOcRdAyUR5w2cl3dUO5ytXKaf4xl1gDoBMdBpWQyxDJLGIbFaOVywmSFONXoB52jarO5eiM3DW4mU3EO9Yxpx7MUxTBKScJkiZ3mi9gupjjW+hqOVX6aY/dfW54zQEbC4fibBNEikoyerOO7Yzl4V79smYxZFjP0RDfHHoQMly/rN77/XqVQRKrDYGEbllGg0T1CwR3BMGxM06doj7HRuybP9TSYbz1CmCyx3NmvjRfRIo5Vzjl1Druqr+dvLvwJar4+vlKlTFauoWANEmfdfn6raWgYaNEdxzQcTrW+pVdSaABuIuHzX9tEeP8Sq8c9OqGr9Yu50SWVPTxHOxbPnlSVCxvZULuBgjPWb+BA4NlDCEza2TxKScYrV+SQW/qPcbbWUaoEx6qxr/nJXDcZawSFkpiGzzNNseab9/A7j45xqivOcs+aCCzGq9flTL1zv2+ncS0XFl8LZHy+ezuKjDRtkKZ1LLPGpy56MT+7/hcBSTc80QcHV4sXMOTv1FgcUpTKyLKAg43P4dlDvLzwFrbUXk3V24RtD1L0NrPZfgGeVcMwHL7R/UfqvWPEaYOB0iXwtEnYM1eatUmzBs3kNIbhoFRIlNRZ6T6Jbfm4dhXfXU+arnK4/jkmqy/MuX8Ojj3UNzclaZ29nVt4tPUJLLPCtZX3oPNjfQZKF2EYJYZLF/d/rmOVifJ4LpUbFEqFrZQKW/GcdYCiVtrF18Kbce0qbxj8VQbLuwHYUnwx//XiHnbOUBNY2NZwf5WZySB3ryZ9TMyLqj/DZ3e/6yznrMylJ5JuNEc7OEqSN+Km4VDxt/X/HiZL1EoXaXdrqieClxQH+dCurbxz5AJ+eOTnuGDgrUzWrqdW3MF/3TrClYMlDrW/0n8dXui9GV/5gEnZ344QLrY1RDc8yQF1P9sHvh/PGaZW2MLhxhdYjY7yvNI7WFd5vna7qxpzQcKumk3NgdmegV+IqU7FyCDXxlX1e1AlWb5SNTAGPIa29nhwOeAb4S3MNu8hzbTR44M7X8bF70hxthRwrptCFB2M9TWyQ8uo+QZyehnVjvnVuzdSslPU7KqG/hYLOmEhT25wX7Nda+YMgTq5jJxtoaJUN3CWmU/mTDi5wPGP9vi9faP8j+N/y63132Wp9eD5Bu58/X+mnrXrmKy9lNlcW7UGxa0VNpGqHkG6Spy0NSNJhcgsRRkpK50nSIsx7d5JsqxLEC1iGi7lwsY+WynLYhQZUdLEd0dph6dRMu1rp0bKl+tmxTf0KlNGQIBhDTNZvobZ9gOYhoNpuCSpR5qu5lE/EbZRIDbamLikaRMpA5TQb2hFmjeGklS2CKKYNOthCIuCM0QQLSDzi/TR+hd4Xx5fZRouI4VdmNgkhIy4FxAlTWoU+a3LOhx+9Ps4HT+CMDzUU9Za3/MLYtbYajyfx3pfZJ3/PFaN40SyhSlcXLNMlLVJ8qiyqdILON68nanq9VTt9fjWIBvVJVCC5fYj/6bncXbVSruoinEqssZD4V5Gy7tZ6R4gkyFDpV3UjHU659EaYLiwE0u4LEUHMA2X5c7jCGFQtMZ1Q9eZ5mDri3x2+j1EWVvjGpwqvaxOqrTxoehN0g1nCJM6CKNPwddaJ4nOtGzxN/N/zycak7xh7lW8aSrk4Xoh12CCkiGYPnHaoOBOEkbzOWk/wDRcTrfuzR2Pa1NLhVRJ7tSFJOsw33roGRyhZ2oN9qxUfAYzoVJSGeDZQ2etws75Lj62/PcMF3f1mXUauTLJkLGRujgCZjX/XoVh+Nzf+Uh/KrfUelivFYXRvyH5zMkCw97ZbDr9fFvdw2SFM02nYRTybNyAIJrmX5I/w7X1VDuTIQKDx9o39+PjjHyd7Fg1wmSV5zLhFcLJV5rmWSkLmvVnWxV68QppdgZjoki50riKO7xZmt0niZPF3Ei11sg7KCRp2sjd1rrB1c9H4ogzEFytQdQNjpkblXrxEkJYfexPnOis5Knq9fzelXV+8tsv4U4e5Yn6p7nx4S35JFvolazhkAqHJO1QcCZy93edtab/FWNVXvb8Q/x9+g5+5shtrLYfzQHHqj+pU0oSxlqXVnRGGaxupSfrSBnRCWdzkHFG5Lc5JDeza/0K28ZWUEpwamWC9z++lW0jNi+/6AivKkg++MnNLLcagMXtzT9hfe0lmGYR3x6mHayt8fU0a1Su43gWsNx9AqUSwqTOTVMjZGqEDwmXfc1Pc8Qd4wE5yYCY4nUDW2l3XQZLCeaQm4N4pQ6TL+fsNUDFKe4Ly3w2OM0XHngTf3Gsw4PBp7nCfxOvfM1pxKYtiCACzznzPYlEtmOiYxF/eecOPrTwR7x1w08hCugmzjhrniCVzjotF6Dg6UYuSBGW0I2bbaPSjMU/OcI7vj7AN1sf/XfVJJ+v8/UfqZ61ibtCXM2qc5goWWWwuJOl9h6W23tx7CE6vWMI4RLk67eB8sWUzFFOt+7V06NMuyEVkjjVGijXrmkOmTXCcvdJMql1Vp490Hcq9uIFevGSdh9KPWXTWreMJF3mZOPrCKE/qC2zQKkwRS9eQWAgZY8g1j9n1L6A00AvmulfLEuFrUx4l53JE80ybHeCUf9iWsksmQzyCDED8HIKu2ZCpSoipkOQrmIIC9sqctB4gtVwFytymrK9jgFnMyebdyKE9T07/dawIoaw2BvcgmUUyEhwzQph1qBir6Mpg/z3jNlcvYFhuY56cQdznUdYV7oSA5tF4zQlY5zl7+08+I5lmTXtiM2OcDJd7Qu9S946bKNAO5ohsXtkMqIXL3AqXjjzzSrFdUZJZUirdxKUxLaGUUi+1v1IbjDR63mpEmyjQCp6OGaRLjN9aKqUIUolCExuqP4C3+x8kDRrEMYLhPEsH+5N84nVIr+9+Z28fuDn+dzq7yMMB9ssUvHWk+YNQxgvU/E3EyVN3eQ9Rbem0Rf0YbMbaq+gJIZIiJgL9xJEC5iGh1QxtlnCEHbfpaxUSMXfSSs4RJa16CmJmeuhnuqIi5J5Zs5aYUvZIYgWuLCwkZL/RvaFn9dNq7AoOGNsKlx7TpD7WjyaEA67am9kb2eVTvfpeaEKbSbYUnoJB+qfzh3cHfprYqlTN9Y4f0VvnF68TBo1kcpCyQATj8v9N3EouyeP1vruF0vfm8obngZKxYxWrqbZmyZOG9rE4mjQ85qx46vdT/Kq4g9wc/cQer3cYS33NkpWKThjCKuaa+YUUkakWYhSkmE2cPqcODbdaGZZiyxr5WDkM89Zf15lnGreyZXfOk6nN41hlFhXeT7z7YdzZ6rWKjpWGc8ZpNPTn3Fp1uo/vmUN8LnFOX7gWAnb0NPmtVX42WWaPknWYV3xebSzeWbaDwBQLe4giJawzDKOVdWcSsehdikITyCDlNriAn+33qK0KSNehs6SSyea65sqAF7mvoAvZCssNB9gjVG5ofYKdqpLOCj295vXydpLaYQneP/pf2K9e0U+rc3o9Dp0wxlGqpupOVAuRhgFU69SY4kY9sCzEeODffeoKCjwbIqvmuImcYwBZ4rdU6+gtixCzgABAABJREFUsn4Fc30VNbuq154FV+va2jpyyxzwmD/h8j+mP45l+uxtFrjRDSFJz2SnLq6igphk/zLO910IgKj6iHpIcirECk5w263reP8hxbc7tz4jfP58na//L9WzrlO/HnwKxyrnYmTYWXsDtjUAwEjlSoZKF/b/vtrey6nGN7DNknZsGg4CC9NwKHoTlAtTlNwJMhnRSeaxzILOGgxyg4A3RZisoJTUyBKznF902qzlhm4ZuAnbGshXGh264SmCaAHXqmIaDpZVZbCwjShpcDp48AwGRPYwDJ8d7kt52+DFrAnEQZJmIQvdfbTD09hWjUphE6bhYZk+humjVEgY11FIHFHCMYqkWY8wXuFk807e+tgddOI5uukSoWyxofoSHKvyPb8QRW+K7eUbKXvrqBY2UvGmmO08hGuUsITDcnyIijVJmoW8pPwThKrFnDjKkLWFgjNET9ZpJ7OU1dB3FNX/ayqTARPOJdiGz6C7lYHidjIVMWBvJJZdoqRBs3uIdnCModKFeSMhce1BLq69gyTrUPbWM+hv7ztSsxw+m8kA26zQDI7gmQNUjUkK9iC9pM5w+RLWuG9rU5uCO8kfXhEzVr587dkBOpu0Gx7nc7NN1hdtQFLypii7k3TjRTq905TdSSaqV9MKjlLxpnDs4Xx1eXadq/lqp/NIMk517yeMVyh5kxqjkTfoQXSaOF1Fg3/H+csdb6JavAANYO2gVErJm9L4HcPP/1dCNyh63Wrm6zvDcPhC5yMcV49o0LQzSrmwkV68wOP1jz+NSQYwVX0Jt1xV4caRIVY5/YwrpF40x7HOnQAM+NvYWHs5vjsBwsK0KhScIWyryFXFd+ST8E4OJJYUHK1lnRGHtAavjw35zjVSvpyXFd7KSPEiRsqXs3HgVRqMbViYpk+WdYj6hH99MxaldXYP2f3YLq0Dc5Gyh2l4RPkK3TBKfWnE2rTwUm+cUp6P/Eylzjp/dOlzRqerHEapjJI3yRcu38Vk5Zqz9ImKVnCQRucx0qyZ407ONE9puspDjb/nZffN8t5DXyXJOoinxK0p0pyRFxKrgDjrMFq6BNNweG3x+zGEpT9nDItt1Vfx9k02wjMxto5g7RjG3eRRudxEFEw6Kw4/dedEnuSiI8bK/jZubn0ybyD1dNA0KwTZMnvVtzjVvKu/sk9kQJQ2qTjrucjYfA4MW6mE7xvcyJs3zyGlIJ5NkJ0UFUu9xlxbXUqVrz0NPQl2LArPq3LDTfMMX2PgXj6kUxakJLn3hAbtRjHydIOsKclOdxidbGtNdbLIfzv29/RuP6mzTddKKuSJBklDwWkNWZen63z4Y1O88EMlRn53D69/8P3c0/zA+QbufJ0vvksTp1elEqUky5391OUp0qxDkraIsw6daP4swrxOUIiSeUzDp+hNYpg+SRbQi1cYcDbTyVddmYzxnWFMw8eyatpeHxzKL3wJlunT7E2TZj0EJpZZ42fX/yK3Xj5Fzd/c/2lCWBjCwTAsXLvKUHEnA6yj7E5iGBZx2uhf2EzD5wcmJvjAws25QD0BDOK0SckdxzI84mSJIFrEMCw8ZxApQ0yzghAGC+09nG7dy2r3oF4d2gO49iBBvEImI+K0jSN8lnpP9pET36mEcCh6m7Uw2h5loHQppuHQUDMMW9tIZA+pEjIZUlEjXGxcTys4SkaC5wxwV+dDdNMlVqOjLCWHEMLEEh7Dzg4yEtrp/LP+/OdeAsPwmE+ewBJabyYw6ERznGh+HUs4lLxJLqy9hY0DN9LL15+m4Wtsi+giMChb4wTJMo5dRuVxXZbpU/KmGC7uoupvo5Mu4KsKo2Kbdr52Hufqyo9S9CZzV2mBIDrJdfd/qb/iP/eYejzU+yw3t7+ZGycKGMIgjJexTJ8gWSaVEUpl1IMjRMkCWfr0aenZWbb1zuPMRHsY9Lfp4PismzPNTN5Q/VEMw+2bHOK0wdfmDV7uvQEh3PwCucZIG+03B1J2qfg7kDJgoHQJv7P953HtcQb9HaRZSM2c0o7seBaFZLxyJWA+Y4O23DvIHzw2yu9N/y0zjTu/w2uYMVK8CCE8ltt7Odm8U5+rVg3PHiCTMYPuVurGEkVrhJq/hcnyNZiGT5jUKXrjnG58gzhtkqaN73q+dONF9qiH8ESFXrpKPTrOoL2ZJO0wVrqMidq1SKWj1SZr16NX420+tXyYl5R+PG9WZQ6MdkmzBlKGdMMTSNnhleX3MFy+DM8eYkvl5Xx8+a/1JF54GEaJsr+d4fIVuYvX48KBt32X55zRCg7xmj37ONn4xtP+q3adr8V86SbOtcfz11dxon4by+1HtKlBOPyvHb/JK6u/TLW4q994m2aJmebdJGlAKz5NmgX808pfECULJFkHKVPG5STXTuRu2bI+B/f8S4XbPjPO/q8P8C+Hp/h88y85e9LXDg7T7U3z9sF351m3BlV/C8vtPdSDozhWjZHy5VSLu1hqPawbaNliomgxWt5NLb/hEMJmypd4bkJtXYg9ZBLPpn1mmyjm8VWuA4nOLVXzq9ANEeMDyF6GDFLoRIiiS3qoQe8UqMOzZIeWUKnEGjSJ5jP+4b5t+OYQhuFTcsdx1jtnHKgAwzWMkQL+tUNkJxvQDvjR35vkx/e9j0caf5+v6P990Tjn63z9R67vamxoB0f7a6bF1sOYpo9p+rR70xScYZSMc1L5mujZxHMGiBJtz58sX41lFJjtPESUrOZRSQsI9GrHEBbt3imdf4nFYPkSXLuKVCm+O6pF3FmDv5r7a6779h0st/ag0SQamGmbejLWjRZY7jzOqVS7pDREVX84GIZLJgP+16lbaHQey++0JZZV1atPleauuSEyFWMIWztbzRIyC5AqIc2aSJXi2gN0wxl68RJx2qKWQ4GHCztpp/MUnVGq/rbvYnIwuNF/GwV3sq8JlCrFwGYm2sMW6xo8o4pl+OxvfIxHki9pIC4GBXMAzxkizXrU3E28zLmJkjWGiU2oWoyqkb5J499aplnGd8dI0i4OPil6LeXZg/juBBVrkhH3AgbkECY2vjPcNy8UvXEkGa49QDM5hWUW8HMos235WEaBOG2z2tPOYSkTZuXjNFmgVtiIUimrxgKb3Wvz/66RI53e0aet9AR67SiEwWZ1qYY6GwWCdJVqcZtm+yV1YtlltHIlUbKAa4+ds5bS50nprD/76Eltj8Vc29WLTiNlgEDw9eireYJJHimkQv5x/n9x8+of60QMs0TRmyDNQgpWLV+X1/KkhzZg0g5P89vHP0zRG2dMbGVr+WVkJBqL4qzDNct8n/9iLLPcZ8udXa5dZU8wT5wsc/aFba2JWauZxh2Ypo/vrkfKHkm6TJTM0+1N41lV5jqPcKh5Gyu9gwxb23KH8SVkaYsgWsRzJvTv+F0unoZRwLWrzLUfRCFzp/kKS9EBri/9KK4osdR5Atss0Y0XWQkO5g2vy4uL2/jkK5bYPPDq/PXuoeQa3NhDCBfXHufL7b+mHhzBMj1e6F7AaOkSJkpXUC5sZKi0iwn3MkrWOEVvEqUijgff6h+TV9V+hYHSpc/wzBWzjbueEdB9doSeYZTw3Y2sLz2/H3J/pjJA8srxBp99+2neXHkTxdyhmqZNhHAIomnaweH8/avTO7KsS5TWGTZ91l3QRoUZamYZudjiN/e5/NqR0/zE3h7/5di5TLu1zxfXGeVr4X3UCpsZqVyBbw4Bisny1Qhh0ApPMeZcxIaBlzNaeR5BvMxMN8ESLtfbr+GHx36dLbVXYggY2Z1gj1vECxn/ePd2smb+/lhjtympGzvLRBQ91EoHehFZVyK7GbKbIE+sImM4MT1INh+gwozjd3ikqxkP7pvkN49/gtONbzBUuoj3b341xvpqvqaV/Z8ltk6AlPzNRzfyW//Z5rOND3M+ZeF8na9nrmfVxJ0Nb1xjummEh75jLFoj1FHscF/Kk/LL9KIZxqpXs9I9SJo2Mc0i851HKXrj1DsLjJQvI1URUVLvI0UyGaJkmIu1rVxL00UpSaN7hLWLU5ysECeLuWtsANNwSLIOtlkEBZbhYZlaRKvjdHw8ezJf1+qYpWb30FnICEWarmLm6zwdt9XWUTiGR5y2WHObCUwMo4CUXYIwzC/+Ct/dSDM8pWnuuFTsdQgMeqKec7yeHtekS3JHdCtx2kSqhItKN+EojwPxNyg7EzTEAiu9w5iGi+dMkMmYcmEDG+R2Dqj7GXS34ooSK+kxbo8/q0XNoRbkH/Hdvrj/31oD/jYsw6ebLDDd+RYjxYvoRPPEaZMs69Cwyoxbu2iKOvVkGscsYpoOpqlTONxymao3lec+JqQy0ut5s6IncvY6OtG8hrpmbdIsZCnei2n6CGFxon2XnrwKC9caZlvpBhpqlsXOftL+lFUjHQYL2wiyFRaNWaJ4kXaethGnTQaK2/UEMZxltHQx2wfeiCTjaP3Wc1+VXFdVcNfjWGWus2/id6/o8IsPF3gw+wqmWeE1lZ/ii80/pxvpHFLHHiLNgv73nt1gplmPMJonTJYoFzbTCWe4oPp6nmzcghAmBWeITnAcRcacewAhDHbxfDaVtpIhOSL28w/zf6wlCjKg7G/XxoB0FSEcfn/L63jp5AI7b6+c1WwIhq1trIpDqLznsswaadrMJ48KITxsq0KSthizdrG5eBV7g1soOMO01DwGNq34NI49zETpCsbkRg7L+1ht73/W80WplGFrG21xmq5cRinJ1cW380R2F3e0/iqffq+twK0+z03KkH9c+hAvO/ZD/OK6TUTju3msrvjH+d/lhdX/REs02d/4KFGyhBA2FX8zmYz50Pz/0s1MHr8GYNcKZCrJTSduX9/4av/V/PVbjvLZu2/iR/Y+oU1OwsuB08+d4v+L69/F7574s7NWeWb/d5Iy4sPHq6hjVb4Y3JHDomH7wOvZqrby5cbvAzzlc0Hy8tJ7+MntKWbFxBgpgKnvrf/oyg63z27hMzNNivYIzTx2qz/lVSlhPEfgjmIbBX586JV8fvU4M1jsFpfyhexepEqZ7nyLi4qvpW34ZHaEaxjcaL+At2yIGfebvC3YyQVDC5jbBnUwfXaSt19yHGvCRXgmpBq2S5IbxOpdbTZIMuSJVeKGwcpCkQ0vCpGxxBqyuPD6OjKQGGWTn7q/BPeXeDj7Cp3eUUyzQsEY4IYN84iRCT3hW2mRPDTDzB6ffzy0jo+tnOZ44x+esbE+X+frfJ2p78LEOPsDqpM7QNemWz7dVGsWbGWz0b+WA9GnWWg+gGG4ffNBkrWwjc3acRgv0osXKHqTbOEK6sZRCs7QWUYFT2MlLBCZRmkk6oymRRsUkpw/N46ZuhiGRRAtUClsohPOEkQLePZQHqPl5gL3EpmMGatczWpwKBdcZ2gRdYyV6/g8Z6wvlrfMGmnWRGDSi2aoli6g0Xn8zHrWrJDJCMssUHEnGZXrOZDdjWMW8zVzlIuqn36BUCqmFRzFNHyieJED6ivEaQPHqtEVFo10GqkSri28jSWxTCR6bFGbOSVmqTFFV61QVDWwtrCsjpDIHi/y3sKdwcewcP/domWavZM5J0trx2piHV17Ccv06MUWFWsdp6NHzsmTjVPtWC55U2QyYqm7H8v0qXjrdXyXO8ly9wC2WWTAmGKosImZ+FEs08PJNVFaA6WjfByjxJbaKznd+TaGMviDzS/gJw/O0s5aoPS0cLh0Ea34NEIYHK7fimHoZj5Om2QyIJE9fHeEVnCURm+aueheKsU10O2506WKv5N7rrmBOxaGaCeC+5YcGiwRJ22USsmUQilJlNYxhEWtsJlmbxrMElGywIUDb+eJ+qdI09W8sTJxrRqv9t/E57OPs5wdwzQ8av4WVrsHUKT0ojmGCjupinGeyO6jbI7TlSuUxSglbxLfHqGbLNAOjpxzDt0xr7hmxGbA38pSa62JUxyof/qc32mt4dg58FYATocPs9v5PvYlX+FE716ipE7R09O2pc4TZDKk6m9BWRIHnwPpnTS75/LcnqmUyjjW/gYoyWr3MEIY3Nv7275j85yvzd9HWdZCCI8wXuad+z7EROkKfnb8efQyheuM8kj4OZJUp6JYOUeyFRxFqRghvH58ms597WLh0ct/31pxB83gCFIGfGL5z5Gf/lk2lMz+BNa1B/tbhrX6Tu/ZtWP+vhN/8hTTUnbOn//i1PvyieWZfz/SuI1m+TLK/na64Uw/EeTdIz/Ih5Y/yfdv8HjZTdMYI0VkMyI90MIacxifCDl8cJg5Y5r2WTdma59dAota6UJ2Gy/lzvbf8Rdpg3ZvGtOq8IJRhy80oehNEEQLzKoDvGf4ZXx4JeC16xXXTCxQKkaUN6Rc5AttZmiDyiTCNajuPkvb1wz6q1NV7+jkhZI2gMQnI0xbsO7CDioyELahJ3em0AaNdsacMccT9U/mj2byhtrP8J5tKb4/z+3/LeKbSwa31mc52LqNLOucx4Ocr/P1PdSzNnGG4VL1t/U/CCv+JhqdJ/O755hOOItpFtlgDXB3uj9vfBoYwqFY2EiahYwUdtFKZ6m5m5AkJJkO6J4W+xEYpJmeXOz0bqAjGgSqjoHJqeZdOFYNxxokThvYViUHlGpWnG0UMGyLMK5TLmyg3TtJmrUxzSKp7CEwSPLYpihZ1XT9rEGadVAqy6GcWtSbpHWs3Ejh2iPE6apeB+VxObZZxDGKnH0hGildyrjYwYzcT0WMczi7j0F7M61sFtNwqHmb6KZLebrE09dQOh81xjB84mQZRUqcLFNwhzFNhyiq85i6lwt5AUtiicPiECVVYybdy7h9IctqGpcSG60riUWPjgypFKYIVescQO2/tmxrmLHSZTSiE1TdDaQqZDbZTyYjpEwRwmA5PEgvXsLKdWRCGDlBvpez9Oq5G3GIdjhLzd9MN1lBypggWWXWcBhwN+NZNaKsjSHsPgNP5Y7CdjxLR8wTpw2aLHDX0qb8+OmLpGcP0cxX+/XOPiyzRsEdwTIKXOa9loPyHkrmKMu9g/macoAgOkk3eiZ4rclu+1Vs2LjICzOTVz5yD0VrlOnm7QgEplXhtsb7AciyCCFcljv7c1SJfqwnG//MjoE38SLvAv5h7n8jEITxArc0/x6pUhZbpzHNIo3gGOXCRprdA1hmmYXOXlRJssG4FF/6PNB7kHJxFCEMGr1jpNnT80M/sfT7PPDIa7HzpvWZy8wxKTFTcopvdP4OpVLuTz7GNcV3ck/rb/P3QBVhmwwVL8AQBiUxypHgNg6HOr/0uZaUYY4Eeu7rL6VCBBZRssCJ+m38cuMbZ03ITCyrynD5EmrmFPPRfu14T/QN5KXlN3MsvZ9OOIuUXXqyTpiscoX3BlaMRUJ7lV4UkGUtPr74u1ir1f5xXMPJnPv8e+f8fUPtFcx3HyVOlnLOnm7g1tdu4IcGX8gfnvrr/mZCCI8fn/gVPrJ0BiQcJfMoFbLYegAhXH568ld4pL3KBrvKe3csMeq9g7defoQ9Xx1hrNLhZH2Q7RMrVFTML92+jY8s/Smm4bG9dCNP9KbzG9rcnAEE0SJ3q49imX5fwpKmq/z28Q+TZm26Ycr6yrWMspGLKglqWfJow+KNL+tijTmkcwpzyCM5FSJPt/EuKpHVU8yqhfAMjfaoFjRmJE4RlgljFeTpOrKVICMBhqJzyqYwmOCMg7BMVC/D2lTm/o8WOdT6EJY1yMWlN/BE9wscyWb50YPHWXr4CZJ0hWf6fDxf5+t8Pbd6Vk1c0Zvk4xe+iuvL7wE0Y0n03Veyj1r45/qfsNh+hDRrY5k1SoX1rHeuoOxOkqgevXiZhc5e4lwD5xhFemmDamEjRWeUJOsyox6nKWdoRCdoxDoOK05XscwCW2qvJE4W8zWShcwCorRFL16m6I4SJY18WiQxDU+nSthlBAZVfxugGwyNMxnRk8KcgVX2t3DRwNsRQseCgRYiazREpF1wpsPqU6KsFtuPsK/1aUzhsppN040XNRLEqGAYNu14lm44358KfaeSMug3XJZVY8jeyqC7lUphEzVzio7oUlA+y/Eh6syxyboaW7kMkLPZlMup6CGeyO5CYDDCZjYMvLzvenyuJbDwnHWsBXSnaYPV3hFss0grPs0PDdxIN5pnwr2MNOtR8taRpF0qhU3EyTKGsOiGp3CsCpmMqXhTeeqC1kc6dpmVzpNESVOz5UoXkmRdmslpuvEiQbTIcufxfNVuaXez4dAKDtEKjlMr7uBa+yqWexnfX3kL1eIOTLPSX823w9NYZo3nl96JISykSjgs78M3hwiy5Tzma4huOI9lDaBUim0N97VjtjXMloHXcETsYdctM7xl3wlWu4coUMFzxvC9qXxlX8uPmNJ8xKeEsysVMxvu4bFgBcus9gXxcbKYR4npRiDNmvpGxCiQZg2th1MJx7IHOSL2aHdybw+dcIZMxn3mXMXf2X8OSsUcrt/MXOPe7wh4Fnk8mMDi6+2/IstaWGYJ16qyL/lKnysXRCdpdg6w2H6UVjTDdOdbCGFpx/Fzriw/Ht+5gVsz8zz1X9ckDrpkXw+3lprQieY43voGSdrV8GezjBAWp+V+Bm1tdjKMAqmMCONFHuh+iploTx8YvfZYZ2vcvltV/J10skXiZAkhXCDDMEoI4TDbuo+tJcl7J97LBQNvBQS2VWHEE0iVsqF0LW8d/LGzHk2fL381+4d0RIu/vPEk42MtXjne4Hfv3sbb9x/j1fcE/OGTLvefWIcwBbeH95FlLeJkkcfrn3rG1WKmYtKsg1Qpryz+MJ4zhGGUGPF3UfQ2YBoeK+FhNprDLEUWv7f5Sl4yErJ0qMCBLxdpn7bJlnSTbo+YehLYVshehorzLcxCB7WUR2QNlFArHVQn5f0f28LuzwbMHq9i2pKwYaEyBVJhThTIFgJuOV0mzdpkWYe9zY8RJ4vsbXyY2cZdOWLmfAN3vs7Xv6WetYmTMuWvDgsejG7FMmsE0UmE4eUrEIuiO8HW4kv7LlHLLCNVTC9a5mj3DsrGKKu9w3j2IDV/M6bh4rujJFKzwDyjyoi5jSRt0OxN0wpPESZ1LLPQX5OYhsNi9AQVfycFdz1pWkcYHp1wBilTEql1R2nWo+htQindXPbiFX5/x09wvf0aneNqaDF9EJ3OGzR9x32h/XKuL27JJ3QpnjOAwOj/PkrFJGn3aXZ2ISxqxW3EsoNnVBnzLyXIVuikC/nUToNKtfj9uZeJTTudJ4gWWYgf57R6koiQDfaV7FSXYCubrmgQii7r5RY6RouyM8E6+5Jcm2ciMJgsX8Na3uZzKYUiSlZRZJT9LQyVL8VzBjCFRdXZwF8vfJwkbbGcamdnvXOAOF2lHWrtVDeaAyVZ71/NNf47KJmjOS8vJk5bbHKu0U2/VWSlezA3i4S0eycp2INIlVIrbgNh4FpVit4kQ6WL+LGJX2egdAHt8DRfCm7mjvjLLIYxcdrGtbTJwzRcXKuKVDEPBp/O825P0eidQJIgc1xGknaJkgUcs6yzcZF9LdVFpdfxQudSUhkxxEamW99kR/U1LCQHiJJVevECvjuKYTi49vizHtdO7yinxOO8tvre/tcJ4VEr7gAEjj1Kxd9BxZrs/7eXFnfSTRaYNC8hlRGGsHHtKlnWzTEgQ4BOFFmD8J5dPzHxK/30ASEcbqj+otZ8GR6G4bF94A0IoRt103AIojl22S87y42rHZhSduj0jhIlC/juGK5ZzdEZ33sZhk/BXc+a+WOt+ZQ5z67obcYwfIreptyBrM0CY5Wr+b0Lfo3h8hWAXrn2ohnSrJEDwxMmylfhu2MEyTJduQx5SsZG60o9aRcGWRYTJvVzHMffvXRTUSps5TOXvI53VG9CYPYxRypnFkoZ8N4n/pJXjod85vJhhsuXEyeL/N70n5CkdY63vsFXw2/0j8NaTVWv588vHOGhYxP82p1beNv+47z/xPs5Vv88T9Q/ya31P+HeFYf9D46yRV38jM/w7ErTJkqFDBcv5L7sDjIZ8dLye/gvk1exqXAtk+WrUUqyRz7GuJfwyotPoIDPHJnk+/fM87UjU4SzirSjyFoZ0cmEo4eGkIE8B6Oo4gw1W0cdW4Ciy56vDnLrwgKvq1zG+h1NyhcZ1K60EKZg5RHBT75vHSO/9zB/cOJ/oBvxp6Jeztf5Ol//HvWs69RueJzPh3+AEKZ2Rwob166RSR8pY1rBER4PDunA55zwLrMIw7ZIs5Dj7TuxDI8k69KLl5kqXsOKPEYQLeL622gmp8jsBCEsBv1t2MLXUzgM1peez0p8hEzGfTGsUpJq8QJawXFcexBD2KRZD9+bwrWrGjKs4jz/dIZDLbit/ffYZpFMRfTi5Txvso5lDZClLR7u/hOPRVUNkxV2n15vCAvXHiBKYNjfxVze5K3pZTS/TlKwatp1lxyiZI3hGCWGWM+MuZ8k6/bhuM+llEo52b0XxyqzuXQ9PVqY2CxkhyiZo9Tx8JXPdrmTx8UeThsJoWpSEqPU1SmirM208SjN3jRSxgyWL9PpCe29zwHSmvVXlO3gCLE9RtEbJ8ramIabr0gj6p0DlApbGPK200xO0+weolTcQbt3koHyxcz29iALGccbt6NUhGtVGSrt4mD3Kygl6YYz2KZejWsGYZVMJRTdMZKsi5QxvXgJw3AYdLdyNOgQRIvYpk/BGmKx/Si3GydzLaWBIWyCaJE4n9KuNeNrwfe9tIFjFrEcF8twmW91CKLTuPY4rl2lq1J8d4zD4R082jihL9gVSZa1OdL6KqPlS2kgqfgajRBb7Zw/+OwThNnGXdxVbnHhwNvpqBXNnMu1YXGyRJI26IQz+flh8MGFvyNOVzmY6Ilb0R2nYq9jlUcJ4qUc0ru2Ajw3/kqRcU/vGJ+5+OXccvomPtX4Ii26uX40oVyY4lj7GxSckdy1rVeYBkYOU34mDZiiHRymHRzje1mNmmaFAX8bmUqp2utZDB4HdGPZvxFSEssaJExWMA2/L3uQsqtRIcLg3buP8en557HMWvKIQmBpx2VwHFWQ9OIlBvxteEaVweJO3lR5BV/qPoxAkKQNUhHozyTZ42x979lV9rfj28MsPAVbE6dtHqoX+GL3of6kXMou+r5Xv/ZpusoDqx4v2D6Dbw7nv6fFC6s/xT3ND/Qf88xngMn7N1/OnobFLx/8U2QWnCN7MAyfNw38PEGquGe5whsn4e7mmjTimdmPff2n1NmuaRayoeBzQbnHbnsTnWSKY4UhVtQ0/3La4lh3Gw8upXy59ykqznpsQ/HQgUkqdkzRSaj4ITU/JJi3KGQJZlFoE8NKjLAE5oCDasdUPY8/v9RjpDSHodGMnPiaw68/tI7Ptz/eN5Scr/N1vv7vre8auxXLDp1oLiekxzhWmedZr2JP9nW60TxybdUjQ8YqV7ESHMQ0XEzDxRAWvj2CJVzaySxFVWMh6+HYZdrRDK5dRZExUr4MgHp0HMssEGVtjre/lOvqegjhIbMA2x6kE85gGE5fO9WLlzANj6nCVZxO22R5E6BUyAdO/Q5CmBpDIgMsw+879LIsQKEwhcNasLXnDBOnbaTsooRNEIUoFbHQ2UuWdfWkkTMXPFNYjLKNLg1G7QuICaipcTIShDApu5MsRc+F2aYF9pkMGSzu5MX2DWRKsZC1WTRmqZqTbJCbyJDURZ0TzFERo/iqhKs2IpRBZiRcYl7NQeMJMi8hkxET1kUkRIxVd3Aq3ZPr8+C7NSCWNUCSdXCMEq3gBFHSJM0CbEs3Tt3eNJ3esfxxBJ5Zo5E9Sb3zBABHw5MIYSMwMQ0Hxygx6O9gsf1I/4IWJ+08iqmIlDoSqOStw3fHSLMecdpgNTrKfPIoABVvCoB1lecTyw5hzizTENoCu/0fIxEJ+zufwzaLfUBsEC0SoOGwaykIIInTVZK84etFS6RZG8MoImWHpdaDgM4ArfeOYZolhuyt+KqCcjUr73SeVLJWtjWc6+0W+roppSS3XFXh5unt9DL4yMpDvNC+ids7H9RaoDzndbx6HU5+AyOEQZQ0+05nEE9ZAYq+nhN007Sz8n28pLiFqy48gi0m+NBSnQfDv8EwfByrRi9eIUtbdNImllXFd0ZoBYd4JPjn53Bufm9oB+usqVMoW/jOEFd7b2TIKvD51j8gZcwbaz/NXekd1IOjKCW161w4oBSm4bEaHGFldRdVVTznsQvuJHHWRqmIVnAQy6xRD46wIp9gpHwZN7e/xmJrDyV/c1+XGacN8jT3Z3y+L3G/n+ePuPxGnniwdkxNw+E3Dv3OORgaz5kgPDuRBPjfJz7A55e/n1PNOwGQMmbROFdrd8aYZfLlWZM7oofzc+Tcae5E5fm8Z3vMqx/6ID8uf4af2bmCebBEmjWwzCoFdyQ3t/Rf/b4rerW9nwsH3sqbx9/A4/WEn39ygUj0eMfQhQx3N/JEUMEzBZ6paGcJnd40V9mvZW/DpuZYjOfA3UEnxbdSJuIuk9UmWaQwbIUzbqMSiUo1ZqSX2CyEHoaAYK/NqU6Jt+7/52dx5J+v83W+/u+oZ12nDrOB3eJ6DGGjkBTc9Vxi3cjnf3COL+5+Gb+w/r38+a7/hG0NochY6OzVvDNh5Ry1Nu1ohlRFhHGdk9kj1JyNjLoXksmIbjhPmLVY7R5mNdBTtzCuM+BsZqTyvH62armwEcP0NeHc8LFzRlPRHe07UaeDewmiBZJ0BaV0ALphFPAczZrLsrbmaQlDr3hUqgXf+Ye754wSJatE8SKOPYIQDqOVy9k08OpcuyH70xBdCscsUVNae7ZeTtHNlpiVj7MgD/WBvU/nST29yv42XHuckfJlbDAu5UH5KA/Jh+mJkEE5hsBgRTToERGINiUxRFUO0hJ1TolDPJZ9g1C1uGm9vivPZEQ3WqCp5qmoAZos4FuDlP1t+O6G53RiePYQqQxIM01Y990xhooXMF7cjSLrTwAsa4BxsQPI8uimKQyjoBl+9iBJ1mW1d5jlzmOYhq/F4TIkTldJswadcDbXfHX0pNQsEMWLKKlX4oZhUfbWYRs+prD1elQlOi5KmEz4uwHYE/wz+9qfJUlXcqSH/j01BHoHUqVYVg3NBxxAqRgpu5imT5q1qfjbMPPVtxAOg+XdlAqb2Oy/SDeXqsLB7ldY7R1mvv2wZtO567VD0tTJB2FcJ8unSgD1zj5+7ttlHl1JmQsU3WyJbwQf46bKT2hNl+EhhEMrPMVCdx/daI5OOEOSdTjZuJMtcieWWQVMaqWLARPbGmKidm2ftp9lLQ40b2Wxl1HYbvPRE8U8nkqL9JNch6orI02btHvT6IngMq8o/fhzOh+ea0XJPO1wlkb3APPNb7Hc3sPdnQ9y8+ofEyc6Tu8zK7/DQlPnH6819WuCfR2nNsv/9dAA88YCaykEWwdej+cM4NlnUjbSrNFPdFlq72Wh+YCe/ppl4rRFxZtCCItSYdN3fL512WO+pxAIRipXMV69jtdXf4a/2PkunUpw1g1P1tfpmbmuTzfYixxnrHI1oF38h+s391fHZ69SlUr46NIHOFH/EutrN/D2kV8757msBAf5oSfvJ01Xubn9Vd63f4CB4naK3mYuLn8/vzb1jnPev+tqL0Q39RqMfF1hG+/aPsdk0eYF/ibmo/2YAgZcg73hF7hpMublE8vsrBTw3UkGLI9jrYyDTZgNLRYik25mshS5SCXordoYJgSLuoEThZyJGEuGy10ascXpoMD/9UiJ1z38t+cbuPN1vv4P1LM2cU90vsjtzT+iG57Ad0awzSL/eVsR7/Iqlz9/gf9+0yFeMbXApvL16DxGg/HibnbaL2Fr5RUaBqwkvjGA744SJU3q8XGWogOkWUCS6VXZ2kUmiGbwnAHmu48SZS0yGbDa3k+7dxwptbZKiBw9kgWYwu2v5MrupNbw2GN9zZtpeDhWORc3a83PcPkyfmPju3n94C/jWIOUvHUIYdCL5vREznBIklWk7GEJj3qsL4iGUeybIdaq3jtGXdTJSDggHuYi8UJK5igbjEs1Qy84QiZDnl2XZjLhXqabZHOAafkonXQeX9QIRD7RQVJTFYZFGV+V6VJnzjjOqFzHlNqBJRzWqR18aSZiWGmd1eXFt7BL7cZVLqNsxMLDs2r4zhAVf+ezGh+kjNngP58wbTJYvoSSM4FlFmiFp1gJD+tjqTSjzTI8RtQAQjgIYVFxJ6n6W6gWNuiJWNIgyQKkSvNsWleDTpXEMHxM4dCLl5CyR5Ss0uweQaFYV3sRA/5WCs6wZtWlS0RZE6kkRWuUkcIuXLOMi49tFTENR+vp7DFss0IrOKFNNGaRTryAZfp6eqskb6q9lxuqv8gPjf0alcIGDMNlwN3MWOkyLLPGcPkyKtY6hrztmMoizXrMZPvz32eVTAaYZgnPHkQ39y1awcG82T93cnV3+BkezPbzkaW/Y7m1hzCe5ebV92MIh6q/hWsr2jR0vf+DlAsbUCrViQmmz4KxiELiu+v5HxvfSNHbQCYDmuEpXlz5afqgYRlzIl2heyDlaPfMjYZplsmyLr+56cfxvSnWsj0Nw8EwfBSKeVa/y/n5vVeULPThxmth8Hqdr/qsOSE0lmjNdHEmCk9XLCW+LAEKmQXMdB+k1TuZa9zOxHMNly/P0UfaoHFZ7Yd1ikrWpdmbRmDQDU/l3/P03/NbzT/jA6f+p06bSVusF7u4oGZzqmdquG2/RO6k1P/2c5PvzePJ4HniKv5oy/X9xhp0XJ3vbuQ9E7/UB/MaRpF15asBxZS6gMsGTfRrqBuxMJ5lvqnhxKvdg/xL51NsE1cTJXW6osFvHv1AvqbUr/ty9wBrn2tKxhztdvmrJyd40UjCsCfYZb+MbaWUB+pNNvvXEWQGT9Sr1CNJknVZSXs0koQglRzvKB5elgSpgW9mtCOXbtchCQzKm1Mw82MnFSv7LD5zZD1/PD3HW/f8Nbc13n8+Aut8na//Q/Ws69Q0beC7GwiikwTRAtsqr+BlO06RnpAYvkAGcN/cCBcwyKy3Accqsxg8xqp5FM+q9qdc7WyeojWCKSwGrE0sxk/muJBYr+2sinaGKkkrOEEmg7z5MTDNojYryB5CGKQy1GsmJWn0juXrmGWE4VBwxrDMAnEKax+2vVgjLXx3I714jqXWg/zvaDFf5eqf51jVPPja0NMYQ1/wZxt3AzmfToaU/M3nrDOiZBVRMIlUh0T2mDFP4lBgnmM0whMAVIvbcM0yS+39Z4V0nym9GpNsL90IQFct4ppVerQYUuuZEYfYKHexaCzgqAJtsUpNjdEUSxgIThrHkFKyII5zID6Obw/TjRY4bjxIInusd65gNtnPsL0N1yxxOniAXYVXccJ8iEb30DPqoaTscar3IJOF59FRizR605S9dYTxqubv5Q1glmVEySp3ZP+AZVZ4YfGd3Nf9FHG6imsP47ujXO7eRETEvuDWPkpl7dSTskckg3yaVSbL2gjhaucpNkplBNEiTqGEwMA3h+lkizoCDEkjOE7bmCWVPSZKVzBd/zJZPw8ypt2bxncnGC9cysn4HtKshULxRHqKu9+Y0WvZfPuObazK/cy0H6DkrcMyfZbbe1nGwLUH6brj9OIlOr2jCOH1tYVpFlPvNL7rGyyITnI8XshTHCr58Y1RKqXRPcSjbptaYSMoeLH9Wu7yb6OdzusYOHoMFney1HqQXzjwp9pQlOvC7u58kDOoiZSj8tvc/Mj3YRP1ETNra93/cfxvkSpFCBelQnx3DM+qsdzez6Hojhxk/e/DFgRw7BEuLb6eR9ufYU0qcIa/lmEYPuXCRnayhXXFSe5s/w1KBufoNlu5Zm/t94uSZRxrkEyGuHaNXtRFCJv3b3417zu1icP1mwHByXQPvXgBw3ApuMO0eydRKkOpLmemaoJ1tRex2HnsnFV1J5xhZ2kUBfzWkfc/BdNztgQh428WP0mWdVlfu4F3b1MM2CFCWP3VqVIxvXiOf1z6h/xxTH510y/y4EqXk3yV+1v/wEPd0jmv4dmVZk06vQYn3Se4tvQuBkWBZe8I7RBeX/1Jbut8NAeS0//+J8VD7F3p8PfLMUpl/MjQW3h4FQ7xMI7y+aujI2wulFgIQy4uvo4VVjgpGmRJwsZoJxkZhzuD7B5qUHJjMmkQd03EYoq/VTdxKlVU1kX89ldvySOwztf5Ol//J+tZJ3E7B76fXjwHGDy/9E62qk0sr+i74OkHSpx6rMwfnVhkUbYoOqO0eiewrSLd8FQ/eHwNipqqCIlkuvMtMqnNB0I4eVJCCGh9kFQpllkhy1pI2dWxV7LD2RMOpVLSrIkh7P6KVCktdJZKxxZpjVlAnKyQZg168UJuXvAIkxV68TJpFvBbW3+OG/y3o1SKZerVh1QxyVkfkK49jO9N4dtPjT4yCESLQdYzau5gOTnCdHAvYab1WPpinX3HBg79LDne+gZPNm8lI+FK8waCdIVRuZF5DmEKmxPicUI6lFSJdXIzw2qIIgOcNo4xKbdgCa0/rDjrCdMG60pXEsQrFKwhYrQTOCGkqGokWcCB3u00uofw7JHv8MpnBNEc89F+muEpevECmYyoeFME0QJShkyWr6Fa3MHF1bcwXLoYqWJOGtrViJLIvEl5JLyVg8mdxGkDw/T705azkRJKhWRZC9/dQK24A8csEasA3xzGcwYJkiUG7c1IMuK0TZCtsNDeg2UWCJMlLKPAOqmj357qgouSOvO9fQA41iCQsb/xUd73zW0cXxxgu9qCEDZZ2qLZPYRpuPlFPySMZ/NczFb/eX7vpfrfJ2VIpbAph0s3UCqkFy/RTZZ4VN3F/fKbAFiGy6h/MZvkZoJ4GYGVPwcThaJgD2Kbpbyh0xmhq+1H+bnDn6JHkuv+6E9c42QZ3x3RwffozM3l9l4ArnBey0Tl+f+K3+s7V5wssrdzC0JYuPYYIM5pElUum7g7/TLfCj6uo8yEk0+yzpg23jQx0v97wZkgyToMFLdTcicoepsoOGP82ck5umq5f6zb4WlM06fgjBFEi9ppnt+grU3iyv42fmnixVxb/KE8G1U7hNdXruXHtoa8bDRAiGfnoIdxnYHSRcy3H+bXjpzmZ59Y6f+O62rXc1X1J1EqPotFl/FXi5/j6+2/0c9Uhfnk9tw6E9enABNfDPCrO13uSb9OvaPP4/GCRdmdJMtaFNz1FL3NWNYgN7gvomJN0uxqLM8TzS5fbB1gofUAi8FjPK7u4ZHwFAAVVeJUuoeF3mOcrH+Npmhw3eAgRQtOtEtEicVjy4M8ND3B8RNDtA9mIBWGb7F0vEg3/PfKZz5f5+t8/VvqWZu4/7llq8Z8mEUeCT/HneFn+ObcCJ1jBj/wbcXuO7/Co61P8XDnk5TNcYruBK5ZplTYSJSs4jlD+O4Yzd40ZWMUx9DJCN3eNLZV1Bo30ztLGyMASZKuYQEMHXuVX/ilDDCFg2NVtcg4WQHoX3QNYbGz8Iq+dk1DR6VGQqhUu2iFgWXqFVzRmyBI4Rin9frHKCCEgW2WWFd9AY49zKW1H2TI30nRGe2L6ddKyg5NOUMgWnSp56aIFInMzRIGze6B79jAgV6xjJUv54LqTdTlKQ6LQ9hGgRnxJCUxyqjcyATb2CS3UcCmgI2FQYxGpBzhYaRK6KTz7FS7KdojXCYux3eGqBnrqMkRNrGbETlFLDQE2bHLGMJBqgTXHv8OeZIaBXGx+yomqlez0nmMRu84SklQkrnOIxjC5sn251lo3k+WtThWvw0hXMwczCyERS9eyEXopbypTfqPXypsZX3tBhx7FIHFqH8RYbLKcmsPS519LPWeYMq6HIBTnftYDp6kG85Q7zxBmjUJohmkjLBMjxmhM1gvHHgHL6j+DABm7pgGcKwyhmH1M0j/bPaDfHu1zJPiSUzDo+xvBSXphif4vyOnUburE+qdx7HNYh+p4do1uuEc7XCGxdYepEoYMHXm5n6+zbrC5fkjCDYNvBLfXc9K53EyGfO6gV/Gtir9JrHqbuB/X2ywuXYjQnhESROlUoqFjSRpwE3lH2AtKL5a3EGpMMWjyZdphCfOyY39t5bAIpMBadbCtauA1oYNl69gfe0Grq7+BFGyRJJ1c4ixycbay/MmLgMEN47WeM3kMo49hBAOcdpkpHwJF4kXAjrdxbZ8ptOHmG3cRdnfzguqP9N/748XLtVsyazxtCmjUpKXjDb42s8v85Wr3s2Pjv8GllniZON23rT/du5b8SkXpniqCxjWIq/ghtKPcqV5I2nW4PH6x9nb+Ej/a4pimB3uMGevbwWaXXj2Z4Fh+E/JWH7qujfjSOM2EiUomiOMV69Dypi/OP07GMLmB0d/nb/d9S5+Y+MP8cbqe/mlC5v80uRu1lVfyFDpQlZEk4P1mwF9/rfDGfY1/4lp4ySbCyXipE03PKENZCLlwdU29y5GfPiowYePjvBPJyy+vepxrF1idrZGa7/igc/VeNW97WdsQM/X+Tpf//+vZ23i/vGoBm1mWZdedJpueBLXUDx0bILHe18izto4VgXPGeJk+x660Rwr7X0kaRdDODhWmTDWMNbpzrdYDQ5hmSUsq6YnO/4mnS0Zz+Z4CwPT0EHdnj2CaRbzFUUCmFhmjThdJYimiZJlCs4IrjOKFtV7vLL8Hn550zgTtWtZc/EZRpFLijdhWTV8bwope8TJEmFcJ07avO/Y72iQpgxJZY/R4iW4dpVYdjANlwPdr1AUQySyR7t36mmHLMraDCgNL1VKEiULNLqHSGWPUu6ofLZSKqYsRnS4vTGAgUmUtQizFo3sFKvGPCkZK2KVumhRFy2WRAMblzG5gZIxim8OI5EcMw5SEqPsVXtIVcyR1ldZNeZJRNJfTVULG5AyoVzYwJbii0myFu3eSZ7KlFMqpBvOMCeOstw9gGn4ebMda2NDnnObZu2zVkG6mc7SVl+AbhoetjWss05z3dJarfeexwMvXc9HL/kx3jX+q5rEn7YQeVM/6l/MdPyAjvKyB4jTBhtqL8GxBim4k/zAyK9Q9rfQ7k1zunUvIBmQQ1xTGwJMSoX1DBcvoGAPEKVNMhljCN08SamfczubJ82axGmbc4GzTy/Nh/teSgAmZX87X7zyJxkuXw5k9KIZDNPHsSrYZpGh0i5sq4hllijb6whUnSBbppeusJQcYqx6DUVvEyvRYSb83RiGh0LyxdZf5zcL+iZntXeYz8+WydBokShZQseXRRiGxRe7n6ZW3MFw6SJ60TLdcIZOOAPwjOy5f2059jAvKf8kYNDuHQcURW+SP9zyatrJLI8Gt+gEDMMFJEVP5wJrhAdU/B28a8cMjpViGQVce5iKvwlLeDyafY1GcJwgWqLVPdyfTg04Gvj7juFfIU2bHK3/y1Oelc47Buj0jvHf9hb40m3r2TW+xJC39p5W1Dv7+O9HfpcfGHgzH7z0Vyn72/uPMFC6lF/c8Ks49ihfbf0Vtzf/6KzHP3PeHK7fzMcXf6f/bwKLi2vv4Dr7pnOekZQ9hOFgWYN6K2EUcjPFWY+qQv7msOL55m6WO4+hVMzWgdfyg7WXsbVi8p+PfpE/mvsStzT+kj96osa2YsgPD76I1xZfw4lM41EMw2OdexlxqkHPU3KKG8YlZW8doOjFSxxsfZF98pvc1vorPtf4Uz68+g1KtsFnV45yyymTk+0Sn9y3me/f/9DTYt3O1/k6X//n6ll3Bnf0/ikP7j6ljQJmka/MQsn2iJIGSsVkWQchRrFMjyg5s25SSBrdQygZo1Qpp+XPYJo+KEkvXqErZ/oWfiFMXHtYOxOVXqsqGaJQWFY1F8I7KCQyk5QKG+mGMxiGh2H42GaFror5scc/QpQscVX1PbxmZIyPrezlR9aN86vHqgTRXK7/iZAq1tmc9jAbS9dxuPEFfHeUZqz1f0V3gjBZwjR85qK9GMLK+XPHzzlGYbzKCfEwqYoZKGwhybrYZvGsLNBnbwpGihcxLtfhC4dIjREQkTghHiUachYXn7ZYYUJupCM6KDIi0WNcrmPW0JgLX9SYMnbQUW1MbDosMmLvwDXLTMiNZGQ0jVWaah4hTAbdrZxu3YtUST6RS/GcCX3sz7rYAZxufYtacQcFc4Cl7uOAwUjlSoJYB5zr43n2pFHg2MME0UJ/tWkYPsXCxqe51zpqhUdnnsfLtp3mdG8THz/8UB8cncmAmdb9VPxN/exQx6qx0N1HKgOENFiMwjxAPkUIPbm9v/MRHu6VII9m80SVTraQH+8qUqZEyQKR7PALT/wOaxT+MJ79LnFlgiT7zhPVZy6dodkN5/jtAwH1texTYWAZPoawccwio2Ibh5LjlLx1rPQOopRkQ/FaFJLZ3h58S7t81xeeT6Q6DBV3EmVtetEySdbCdyfohsfpRaf5g+k/YH3lOtaa5VpxG91wnihpIGWH3bV3k5FAARq942wqXc+p4P5+zuu/xxQySha4L/wMhuH0s1G74Rw/d+TmczJYu+E8UkZ0w+PcFf5p/9/bwVG+NfMm9jUtevHcWWvJtQixDMuq4rnj9P5/7P13mCVXde6Pf3blUyd37umenDUaSSgnRBAiB5NMtgwYjMEG29jYGNv3d78GnMEGk8Fcm2hkMgiBEBJCOUuT83TOffI5lffvj6o+3T0zGo2EZHN9+30eHjGnz6natSvsVWu9633dMUAyUX+A4eAn3JPwDgUqWXsjWWMVU/WHT5BpkVxf/gi/2LORTwev5MflY+3MkkCjkN7GnlqV6xsHaDiLnqWV5lF+qO/no1t/m/fs/8RJGfbl1098D60pPJcPrL6YbjPgxkkdykt/ETcILcz9gidqexyZsyjVHyGn6ygseuCO1O/ks+7eJfzcmHf4ldmPMey8hT/YonBLaLKxdQll5TBSRhxv3IaUHiljgCFliO+ObGG6ej9Amy4wW3sQTc0TRi5zjf3cLTZyqHEjq9PX8s0Rk6/MfeGUVmUrWMEK/vtw2kycZRSpNg8gIw9NzaMpNt+u/hs/aP48sbeKOV8td4JiagN5e0Mi4xCLXhpaAdPoQVNtNDXF+sI19GTOxkiCsqVCuKqaiZXchYJt9sZZCr0DTcsThjFHxffnMbQcCKUtWqopFjLycP1Jfl75l8RxQbBB76QVwrHKjXx+bAzHLyUBZRBrZZm97Y5Flzq6lsPWOtCUFJYeuwAoisWa7BVxAKd1EoStk8pOjjdF3Z3EUNLMNPbgByUso4ihpqm0hk87+aaeJyXyDCtHmGQeXajoaBjY2DKHKnSyUQGLDDlhoaHSJ7vZJjYQIdExackS+aiTuqjRTw+2tEmLLnRM+sV2hsV+hsQuVKnRCGYoNY/gy5gwX20ewdSLpK1+hFBIp9aeYBMWxZ2erWGm6g/jB2Wk9PmN4gtioV1FO8lrEmSizQWamiNrb0ZGsevFQulIoLG5+Ao+tflCnv2MEW48tJq/G/8pPZmdBEGp3dQShGVcv8JcYz8tbw7L6MAP64ltVTn2ASVISlwKEKIqFo43haKkqbsTaJh0m9vYnnkRppqNy8EJ0T5l9qOpBWQUe3euKT4Hy1h18k2iZBLHhFNrjT0WoqjOnZVPLOHWeSiKxsXWy/HCBlUxE79ANI/ieNPkU2uZcB+mFBynL3UOBTGAH5QZrt3OXOsA5eYxHG8e159BRl5SAl7YV5Ph8k2xRpzew3ztYVx/sh1wjEW72F25jmrCjXKp43jTCDTOK1ybOCz8csikNuAHccMSidtBFLVYo1/IQOFZ7e8FYRVDj22iBNpiaVEo3DSp8NXS7cv4jYpiJnNnogqD1falLDzCFoKwMKzxsuIfo6g2tdYQk7X7CRLNwAUIYSEJqDYPc9OkwjyjDBaujs+9UCjqa/lF5RMMlW5oz5up9xFFdfaXruOzo8MnyA3FZdYPbPwzzi1cu+zzajDOK7YPsb1Y5seNh5b+ItajUzNJJm4xgF4IBkv1uJP3x63v81BwlIXyrudPU2vGXeKa1tHu1l3g8e2umFS9iA6yrM5fyer8lbE0kPRpuBMcrf2MXdHhkxwUBCph1CSf3oKhZTnUuoW02cdPqp/iCxN/vRLArWAFv4I4bRAXl0JjM/ucvQ7Xn6LljjFZvY8wamLqfWhanmJmB3ONg/hhI9EAqxIE87j+bCIHUqfaPEojmmWyeh8QZ+oUxULTihh6D6aWRybWOQVjbeISUMfU8qiqHctTqHYsGaJm0NUMUdTE8SaS7FHsv1hp7EcScJN7A/9n7scIofFQ+YsEQQlJ2Oa0SBklHpsB083deP4cFWeEtNZNELbwwwZrs0+nJUs4XgknLKMqZrv5YQECga6lqbljiVRKyHztIUrNwwQncOhORN0ZwyBFWhaoiXmmKTGtTNAXDTAgOulmPRERvVEPx8UIvRQp0yCna/gElOQIAhVXuBzz7uIR7ua42MNOsRVdGuRkli7WUHXHmGcUW+toLz4ptUhX9lzSRg+6msYPYq7i0sBaSg/PnyUM64RhPXbtQPDPox/D9SvJQnJy5kZKBymD2Ckj9FDVDH4Yl0m7cxdxVvE1fHzLRp7/snGGH8ny5WMBc/V9lFpHAQWZePICNJ2Rdpez483Tmz2PpVylnL019tON6oCaBIARhpYjb60jxKceTeOKONj0wwa61oWMPDJmf/wyQoAkYKj0YxxvghNh6oXEois6gcP0xKBpHRhaloPiARy/xEjlVor62rYEStOfpeXOsE69AF+28HExtA4Gs5ey2r6UHekXY5sxjWChBKyquSUSFyHb8y/nk9vf3pbBgJiDNVN9ACEUttnPpzu9AwObTYUXg9A4HtxDFAUslcp4Iqi3jhKEFRxvGlVdkAMJeV5hPR9ee3lbO03KkO70Djoz27Gt1e0slpQhoYTJ+oPLtrvAbVOEEfv1tpsWFqGqWXpTepuTGoY1TsyGS+m2x/Svk//Ai+wrueniTZxlvxApPY6Wvh+/HKDxnjV/ScocjH2ctQ5A8nD5y8u4nQtj7rMkr+5Zu0wb7mrzJewa6eHvdnVxtHT90l8kXfdeYp3lsUBnODGbJ4TCBzeuXTKXiwjDOlFUxzJWcXX6LZybz2GqkkhCWtUZjDYx3dzNeP0+FuRegqDCqmiAtLWeQuZs0tZ6enKXsLb4XM4qvBpTzeGHDZruKKX6QlPWk88TXcEKVvDL47QrUtMdQte6aLSGaKk2qppFyiD5n0eYNBl06OspNw7GZvGKlRifryKMYocHS++gX99BWY6RtzcRRC1stZeWO0MYVAmFQhDWE80ohZ2cx8FUhsPuDwjCePGNoiaaWkg8U502t0kRGpnUIJX6/iWcJpF038WLvxAmnZmzmG/sT8oXdTRrFXlzDXV/MrHvcoikT80fJ5Qeaa2P8eb96GqafGoteiJUq2Pj+TO0OyuJeTsLAaGpb6fS2B9PoFBOa45g6gUyUY5j8gHWKHFzgSlTZITJdFRFEyoVZY5sZDMQrSIgwhUue90pekQR5E4qyjx6pGNqOXRhsyrayKFoFB0TWxjoUmXQuoCanCElipybfyOT8iB+1MQL6xSN9ehYVDiaLFzLvV6z9kYMNc1s7WEi6bU7iHkMH0SRNK04fpwF0dQMl9qv43m9ebrNiKdfcBiRSVF3Te4Jf4okouVNIJKF7Jn2G3mI25muLi7kflhnqvYQipJCRg5R5FBrHUsWQJViZgdrtKfxSPkrybkJmfUOUjDWMh8cZb5xsB3sQUjTmyVldsUdtUiWnixFsdHUDH5QZpV9AX+55mzeuvsTKIqx7Pw/fggECtXGIVr6XNKNnWG4djud6e0E0uVs5RlEumR/eBsRES1Roju9g1ZUwqHKwcq3OXFRFSjoWgHPnwZgT+krfCC6jIw1QKURZwCjqIlAwzb7GY/20PRnKcvjKEqcNdeVFIXM+Rwv/egJHtsC4s5KLXE+iCIPIRQ+N3MdYlZdkr0NGS//4hQl7JCvzv4Lpl48pWH9QlnxQOlbCMUiNp/vxA9mCcMa/zr9iYSK8Wil8cVzJ6XDwUaN+2c6Oex9E9tcS9MdJtZfC/lRbS9eUEXKWCgZYEPxhWiYHCz957Ix//nQtwkjFyE0dhTfwJ7SV/lu+VPsmHk3X5r5GCeesyhqUchsb0t1xLZ/SzOP8YuMHzbYVVkURo4leWyiyCGKXJSkND8jyuyrPsLWyk7K1DkS3Y2lxrzLljuxpNwbMmDZ/FH3mzhaC7mu9EVq7hhd9gZ+d2A9nxtNMRvuOWm8K1jBCn71cNpMHMQm7iJ5EIdhLZED0ACVICzTdEdpRHOkrYGkI60eNw8E1djqKPIIohbj/i4mqw9QaR5FVUwcr0QkPRTVTtTz47dsITSu6rO4zDiLtLUa158hipw4I2j1x7Y+yRusptpE0mOVvhPLXEo6j7lIAhVT7yVtDeCFDaLIRQgF21yL65dpBnM0nImYuycDsuYATXcGgIzaw6B9Md3mNpr+LBV3mEEjNuQuZHYsmyM/bGBpBX6n93X8/OKrydlbyFgD6Elp+ZQTr2ToTG1lnV7kWcbVDCqdZGQaHYNpSvSreY4Ed+PRZE7ME8W5oNjgXipMU6KizNMT9dKnFCiqa0lTZETs57h3FxERjvQ5ouxHlyZ50UdR9rCvcT2SkJRapNo8wrx7hCOVn7THZZww5mrzALO1B4CwfY6iqP6YumIycmh5c/h+7Mzg+dPcWvkYf37ob/i34TI/u3ct+76X4n8/nGauvjcpcypIAnL2Rj5+aZULxNOJ/T8DouQFwdByaKpNyhxIrJqiZD5T/F7frzER7Y8zx9ZqdGEThA7NcK4tqaElMiMgcP0SmjAYLDybEzsDZeI8YmgdHKvcxN8OHwUgCJsnlJwfH4TQ+fWO38Yy+1AVgzCsY+p50mYvDW8aP2zwcPAT9ke30fJLZLU+pAwpu8eZqtwZO1+oaV5UeB+rClehKDaZ1Eb+csO7SbfvgbihYqpyJ5XGPgy9h978ZRQyZyMJaLoTeFHM3UwbPWSNfgr2ekrNI4m49RMNUJciwg/mcL1pIKZOVJvHqDQOJ7IjMWSSRTyxEzQIa7GA85Lzsrn4Cl7f/QEWmnAWgjRd6+Sl+bcRlyizDGYv5cL8W0/a5qPhhf05rhiY4h29r+HLO19Hyhxoj+5g6T9jeofeiZ2UmjujVZhy4RqIx2eba+nWt1BrHmJn9lV84ewuNK0YS+/UI8JT3i8h5foCR/BEceE4yIuiBg1njK/M7uX5ud9lY/FlbC68mCCooAgjLjFHHhdbL8eUJtPN3fy8+SUMdKqtYVbLHby95zWoarpdus2kNlL1QhQB3yx/GdefpeWOcqR+M1uzLf5he/6M5m0FK1jBfz8eM4gLIidZYGMuEQikDEiZ/RQz56BrRRr+FI3WEJbRkwQBETKKmxzCyKXePEbLncXUC3RmtuN484SRg232oyzRhjK0HNsyL+DVG8b54MXjXNv5+tivNGohpUe1eQQ/rCbdrQ6eP4emZjhY/RGOF3NiBgtXt2UkJAFeUKbhjFBrDWHq3e1MoB/UY+PthW4woeAEZfwg9vDURYqx5v2M1O+MyzKRy2x0lJTWmRigw8IDvOXN0PRn+UH5EE6gcqH+wtjjVWiPWn6TMsAQNrvCY7hRxExY57hyECEVijLHcDTLRu0SuqPVrBP9OHgYQqUoc/QpBVqiyXw0QkmUmI8amDLFFrGWszmfdcalDIcPMKIcY6a1j4Yos0NZjylN1meuii2KGo/wtPxvcKH+QlblLiEMY86a6z85+k+SOAiKg+ulXa8+d1Q/y0cPelz7gMeQnAYZxJ2JSaah0tjHNfcMc7v/feKO11iuxNKLaGoqDgyjFmvyV7VdNGTkMFKPXS+iKKDSGqLmj1O0NhBELoqS4rm53+EHF7w1sXDqR9cyRET4somm5pc5BiyQ6V1/EiEU9pa+EXsEE2cVn/jERNzrH8AP6ihCx9S7aDgT+EETx58jCFuxzpcTN62kKXKhejVh5DJQeBZXZd7MYO5yftb6KuPlX2DqHfRb53KsFtHyZtt2c4v8PZWt6efxmc3P4A2FlxNz1CIqjcPUnFGa/ix1b4qM0oMqDLyg9sSPbQkMvTuW9FEsVDUTZ5hkQD69iavTv7Hkm2Ei8qwv+33aWsMntryKfHpb+7OWrNAIQrL2JtYVX4Ci2GzKPx9JxHfKnwAkUeQwWr2D+2tfAUI0tRBnqpKslqrmeGv/n/P8wh8zUHgWAo1+K+QjjwzwSKnFlKOxPfX8ZWOpNQ8lTVBxafq+6hfZVf4qipJhXfEFvHftX6KpFqujWBomJVPcOpMnCEpoaob/M/mhZRm2ntwl9OYvY2kjSWwBuDRzKNC0PIbejal3sD5ax5vWa6yO1jPcuIOu7LkEYYWcvYGzC6/jZQNZzk530Jc+Dz+o8pD7Q6LIY0YZZVepGd/fQqMzvZVOazPfr/wLn535BdtS14CMEMLgVcW3YqkhPXYLS+/8ZU7/Clawgv8iPAbBRxCGzaTLLG7/j0tZHi13DEHsPVpvHgOhxA4GQmPBCiZt9pIzB2jqBarNo8ggoOVOoKppFMXADxpxxiPpcMyaA7y6ez39Ww+i5lTOPS7pqp3NZOV2NLUQy1lIj5g35QNhW5RXSodC5mw+v/V8/mb/Tm6pfJw4APBRlBSGlsMLyggRZ0A2ZJ7JdHCQRkLwljIgjDxsc5Bq8yih5RJELfrS5xHg0PBn0IRFM4gXWk0tkE2toVzfi6pY9Jk7GXbu4aUPdzHfPIRAodPeyowMHqX8FjHvH6NDX89MWKchmhRkH3PKOL7spiHKFKJussT8mgwWIZIZUaLMJJ6sU1BWkYmy5IXNCAfZL11Wy9VkyHG28gzcyGNeO8b6aDMTUZ2yUsIhLls73gQPBV+lK7MTXcT7EIqFPI2m3eOF608memjppIwpEcIgZfRzc+XjiQaglpSdJQgFQeyKMFS6YXGmohb59DZa3hxB2IyzN4pByTuWZAQFkpCvzn0eP6xjm73omk2nsYmSPxS7Pmg5flr/AqX9r6GHQWQ6YtrZS90Zpyu9jYK9gUB6se3XCaK+UeTEHdKApRfbJf7TI+4YPBU0dCIZYBtd1N2J+F4IGwnnTmVV4QoG5HYO+Lewt/Q1KL6OvLWOqfrDjIe3J12M8Xdb7gRj3M91zsNLiOeL+1bVNMe9u/jWyGuo+j6m3t0O1IPAoZHc30HoxD6r0sDQe/ASDcYnUlJT1VysCYgkaw2wwbiCaQ4zXr6Vcn0fP1FHWSyBlpLf2ATB4rw3nOPsraq8d9Wr+ctDfwVIxqt34mebbDAu56h7B6CwQa5nXI8D91bYZE3h2YxV70rkSmKi/vrC83BkhfHyrehqhmf1Rrz2N2cZ+vEm3nfPpdwwDjd7tzBevpX7wvM5R3kGALrWhaZatNxRwrDaLnsuBGRRVGe6uYeydT4Nd4Lb/K9gm2u5v3kdDx9LYeq9fHjT23j/4c/g+dNJOVPyrt7nUdAl76ncGZ8tYZzEsQPZLiWnzEHWZ1JoSsCWdJas8iYmozJq3uS1+Wt45WCdLx+HRxqzTDmPJPJAwwihEkiXn1T/hfhZOctMzWl3jbfCEtd0rSLiNzjk3Mz36/9J5/BruLl6LLH3WsEKVvCrjscI4iRSuoRh3L2HMEhbA1yqv5Sbap+h6Q6RttbTijxk5JBODRCGHroVq4YDTNUeIm9viLcmw7b2m6nlaTjDqGqajDVAw53ACcqcW3CZOpjmm0dX8bnJAzT9GSyjP2l0qAAi6XrLYRkdtNxZvORhd6n2Ai7eNE5jfybp9tLjt8/MdgrqakrBcWrOOJKIKX8/YeSiqTlMPY+tdxFJn6oziql3YOux72vFH8FQM6iKiR810ZUUhrWa6er9VJqHydjrKRrrGarHnocFcx2F1Drq7iReVCdjraIUlJe9iatqjlxqHb36NlpU2RPeQre+BY8mBdmLJ1r4OKzROnDCECcKEGIxm9UbraUoMshIUqbBGFN0MEgj0S+wMVEQ+ASEkYtUJQYq4/4uOvT1XJr5DfaGt1JrDTNTexBNzaGp2djT9ElGXC6Ps0KWsYpCakNsl4ZEEQqmXuBluWu5bv7jRGEzaWKJ2nILQhioik3ULm/mCCOLljtBy11oQogDFtvsoe4EON4cxfRmxur3ApC1ViUlYbi/8R9oikUhtYEe6ywcWWEucWqwjCK9uQvb/pULWJTS0ZYEcI8epMGCb+kpSPUEDDv3YOoFas4YKaOL9fbTcahTD6dpeNOcx6Xc1Pz3dpfviHsfPeZZTCYBj0DlaYW3ciy4h3J9L0Ioj5pBC8MqDSfg35sfPPVAZYCUCn7YQFNtgrCOba0mbfZRc0ZPyUl7LMQvfHHwV20e4OHWUDt7KRAxpxKFP1v3TjZnAv7s+H0Ml288cWBMNCOGW4t2WVHUZKpyJ1Pc2bbxuqH89xh6Dx32FjpSm5htHUiu47hbeXvh19lX/nY7SHK8cX7n4HUo//ZqOgyfH1S/mHAiY8zVd3OPFWdcX5J7Gz0pjU+P/dUpjjI+/013iC9MxHNraDn+cfOb+Iuh65mtPYCiZLhpwsXzZzD0Hl6cfSvfmv9rPjJ+HeklbikndomeCMebZqThMu2a/Nqgy0jL4G9Hx3lZ6jk8t8/hj/e0uLvyUWxzTWLFpWIZvXhBlZHKrcteSpbKojScSTZkIj7SV+T742/iX8Y+yTerv2CsfMtpx7OCFazgVwenLacKtIQfEtv9SOnxovSv8+nLq5h6AYAgjD1NU+YAftDA0LPUWiO8uvNPeF3x9USRw3ztISDOCthmL7pq0/LiB6cQGo5fIgxruH6FW6dNXnObwQeOfIED5e9Rd8YIwiZuUGFV4el0ZM8lZXQRyYAN2qVoaip5QAsOiv189aEN3F/7SmL500EUNZhvHGDWP0zDm05I3Fla3my838ih4YwwXb2PUvMwupomaw6QVwZI6R2k9W4GlJ3xIqeYZNU+3LDG1sKvIWWchSx5x8hZg3GWRrpsU65kY/pZpJRiu8N3ESod6a3k9UHqco6pxiM0nEmm3D1omOgYrJOr2SZ30AgDGtIjreqEMsJWNFaLbiaVY8zJKseU4wyxC0vadMg8tsyiIDCFxpAyxBo9zzn685gRs3iE9OpxaWpfdBu21kkkPTKptaiKcVLX7ZMFKaP2IvXWnrfyrZ0Xcrb9IuKSu4cfNvmFf0cc6AktsaPy6ctfRrxQxpeo61fwwzqWEftnKoqJophoaiHpzLS4THs+GWsVimJQahwiiJqx/VfreFtyIwzrBGGTqjNCREgQuQRRk6Y7hKFkmKre8yjH4SFlRNYaQNfSGI9qWRYjlhM5dZBXbx1ntX0p+dRavKBGgM9k8xHcsEoYudwvf0HK7CJtDWCbawnCFqVgiIHCMylkdqCqGUaih6m1hslntmFoWXx/qZH94n5NvW8Zz1EIg7ev+gvOL/xW8s04oDK0LFrioVprHcNUcydJc5w5FqUyIM6Sr8legaJkKGbPTqgWIV+d2823RyRZ0b3E1H7xZWWs1aJBHIAs7fiM/221vWg9f5rJym2Mlm/CC2oMFp7Jb/S+n7XF5zPs3JN0oy5mFIOwRafhc9UlI/Smz2FpU4uqZvjDgTcghMG35/+ez4z/PduKv35K6ZkT0XJHef/x7zCfvMCaeoEZWQEknj/D96ufQwiLSuNg25f5TKCpObbkLa7oLnHZtlE2ZRz+fPU5nNsBe6oW80rcmNNvn8fTM29BUVK8Z+C3WJO/6qSs8lIEUZPjDYWtvXO8Y+sUPZmdjFdu53QvJytYwQp+tXDaIE4StH1NF1wR3r21gWX6sRyImsP1pwjDBmHk4ngTcTkqctic1zjUqKGqGRTFTuRDLFTFTIRHm6hqOlbi9+eIS20KXyn/jPvqX8ELyqiKhRAKkfQIghITlXtoebOU6rvwgyoPlD9P051oNxocLV3P7+39e6KojpRBsuj3E4Y1mu40aaOHMPIII5cgcuhKb4sDUCP2lIwiB021mK7eh4ZOELnMNvbHYrvmuejCxpFVCvoaanIGVbWRBNSah5hvHKTWOsYzjWfwoPt9xvyHcaIKabOHdflnJTw9lYHCVQwoO3GiKrPNfTjeOH4wSxA6zPvHaIo6RUNHFwqHxEEUBG4UMqQMcTSaIpISFZ09zg1o6HQqa0ljsVvegY6BJhSq0mF1tAY3iqiJCjomx8QuqnISk/hclJ3jRJGLrXdhaFnCyOOJ6KCduLguQsTloyVept+p38YHdxtESEBBKAZBUGkvaIslJclsfXf8HaEQhnU8f5owbFCu7yNldNOZ2UHaGsDUi0RhEyl9qtKh7owThHWCsEIYVuO5DeZRFAtTz6OqGWyzFyEUeqO1nK9cxbbcSzD0njhDKB+9fCilw1x9H/XW0JJy4+OHECoezViw15th3HmQjNlH3RnDD+tMV+4ljFy6rK2st6+kxz4bBYWKO4yupBBCY6b6AJEM8IMGfthA1XKJlh305a9sBx0Fez2d9tYlx+BzffMOamIxwxaT54eTrsz4O/H8/3KLeTq1th3IjdTvRFEM3tL5UtQkK3ek8hO+OffX7Cl9hSiqo2kdfGzHn3NJ/ncAuMP9Fg80rkvGFLS3tbH4MjTFipuclsDU+wgjh/HqnXyz8hU0TJ6TejUnuaz483x9yORLN2/Ck00UJUMmtREhLMKwzoFyQDFzFggNKR2m/P3LhJ7jcSyfm4Wxleu729munLWay/ILTRwSU8/z4sJ7WOoecSYuILqa5t5yGS9UyZylsWNgmgu6ythqxMcmb+dw+QcIYTHWuJfd0a0YWo4bS+MMV24BRPv4ToRt9vKq1SW6dnis3lZJ5vn0WcEVrGAFv1o4s+7UdpdXxC9mc/zgyCCON5VoeSlk7Q28rvO3yNlb0NQMkoCPjH6e2+r/J96JMJJSVJ1yfU9b10hXM4mKf8SCIv507aHECcCCxMd0AdnUWhxvFoFKyujFMlYhpZ/YRilJi35s0RWLCUdJeUESRg6l5mE8fw7XL6OrNjVvAiljaQsIsYweGu4UEDLi3keHvr5tH9WQc6QpUvVG0bEQKORSa5aI/0YUM2fx5g0em6yr6NQ30qtsYZVyFhAvpjFHxaEgc9S9iaRzL4ap59miXkFX1MNBd5Za5LJNbmVjOkOnabA2WktGZqhJl95oDR2pTUwHByhERaaUadaL8zGlyRFxHAWBRNIKA7ZpAxRljoJYRTfrGXXjsmIqOS4pI7bqz6Ron/yQPxOcrkvVNHra+lcCjfHyL7i+/Hc8UP4ClhF3DetaEYRCzl637LeSCE3LE0XNJYTvEEVJUbDW0a1uIgw9Wt5UohMYcr/zLfxgwYg8bsJZaFYIgypRFBAEJZruFKaeZ0wc5J7wRnxcivZGbLMnKcM/OjTVPgV/6fEjkG4sWaNmaHkzzNZ3EYVNzsq+DNPooeXOMFK9jSHnLnbIcwikRxQFsVhzMNvmlTac4SSLZhEkgUapebgduE1V7mSsfPOymZ2sP0hedvK8/B+1P1saWIBsy3j8Mmh5M3GDi2LHmUIZ8dGRfyIIy2TtzUusvlRAEAZV7piO2GJ1AIJLzZfzF+vfCagYWkc7+Btr3NtuOlmKi+xfJ231E0VNGs4xjldvZq+MXTKenf+DdkZcCI2cofAnx77DZOU2VMXia2e/iv78xUjpMe+7XH/eM+jK7ozns/5IW6iZ5N46EaeSM6k54xyuLmbCWt4MD8vl2nfeGZSrhVB42P8R987nkK2Q4taAYrpFhxFwpX4p+fQWLKMLTU3hBBUuSL2CuignUi6SKKqf5JYCkDMG6e+ooq3JMHEoy0T17sccywpWsIJfLZw2iFPVHIrQl4hwevyvo5/nfw3fgqKYiTBqxNONl3Ozex91Z6zdSu94U4SRg6ZYvHPg3fTlzmdV7jKy9iYWArZIBnTnLkLTimhaMXZTSFwUpAyw9GK8fxkhhImi6GRTa9t2O7FrQCpppggRQkEIFU3LxwKukdN+w5dERIkQrIwcWu4oURRg6gUsowdVzbEp9axY04pYr260fjc5Y5Bpdy+zjX04xH6qDTmLG1Xj8lpqdbx9GeAFNe4tpaiLMlnZSSgCIiIKspc+ZVvciehNM6Icw/Hmlj34S/VHuL/+NQ5yPzWlhE/ABPPsbsxzyCmhIHBEiw41hStceljPVuVyNlh5NrGaHiVHWSmhojOrTFMVdQ4pB7g33MUj8hfo0mRKHiGMPHQlhRc2MPROyq1j+MIno/YghHnSNfBEoWudpIxFE3DZFqaN/7XAcQPI2Rvx/BpLS16xKGkpyXCovHvNX3Jl/t1ARDOYYyY8TCG1Fl3NoSgpdC3mlollshKSc/KvIWUOIgnalmmSiC5tExE+leZRJt1dNLxpCtrq+OXhNBAoZO1NZFLrnvDcaGqOydr9VJtH8PxZcql1ZKzVGHoXY+Eu3ESWRVUsuqytHBJxINLypgiDamymHjYJgyqbiy+LfYCDart0JokQS25tgcZV+ffQl7+SnL2VMKgywWFeNJhqZ2gUxU6yQmcmy3EmiDOeRhxMJKXyMKzSlT2fIGwRJAK6pt7NuuILyKU38x+z/8iXp/6W9679C/5/Z0vefu5xthVfietPEoRlDL1nmXNAyhxsZx1vq3w8EaBOjlqxOVL9CRBxp3MdulYga29mc+75fLN6O9XmcRaaH/72YIuJ8h0A3BNczzt3NZitPcwV+d9lQ/ElbCm+KpmrhYAXurLnU8ycc9Jxxx3CNk13iOvLf9/+PAyrDJcX5Xy6cxedUear6YzQcCb4X0M/ZPfPOxCawPE0ntY3wxvWBbww9TK2pp5Lwxnh2s7X87L+DnRMhDBJW+sfdbtr5FnoesTx70iuvSP1mLJBK1jBCn71cNogLi5DLu9ScrxxJiu3LbnhFa4v/13bombx89gM3fWm+UHtQZrBPFP1WKvL1Hvpy15AxlqFqeTaC46mZhIVc4cwbGBoWRRFI5uK1exb7iwNd6Lt2uAkGlQL5OsoaiKT0qumdbTlJ4KghBAatjlAJrUBoVhoWgctb4aWO0bLnSBt9nOkdStRVCedWovrV7CMInOtAyhCI231UQ+nMdUs0/XduEEVx5+n2jyW7F8hY/TzF4f+hilnN4fdn1OXc4QiYJZhXNFiIH0ReXMN1XD8lJmOICwzWbmTufAYk8oIkxxkl3cDDzs/4JhynLzMskvu46B7MxUxQ17YVL248eGu8Gd4tJiNjpKNCnTKPBujLayLNrFVXMYR7xfklL7YOkzo1FpD+P48AoWxaBclf4je3IWJjtovDz8o0XAnWbjEBGpSelURwqIvfR6uX4ldHZJu55MRC64KBLsrNXYFN6IoFnVnnLn6PqruGP2Z81mdv4rP7vhtPrhx7RKNr2RORUDOWp2I3K5F04oowuBo9aeUW0OEYY1q8yBNd4p5/xjdp1iUlyLWLQyw9cUA9fEijJrk7HWkjH6EYrFDfWa7lDpfexghlNiSSTHojlbjE5eJVcVC1XK8e82f8dLiH4FQKIcjBFGLKKonAa/A86cZLd+Eqfeha11sL76aIeUAk5XbqTYPIgkYK9/Cew98inor1r+TMmBN5nLes+YDGHrPEzqu5VCpNQ8nNlmpRD4mzozO1h6OxWeFQV/maXj+LMdLP8L1K7xj4I8x9C5uLU9xx1yWvWPdFKPutkn8n697B5paACCT2sjXz3kDO1MLxvKLGTJVzfLmnrexLfcSNK1Iyx3F82e42nolIQGj5ZsSuzVBFDW5rfKx9ktGpbGPB8qfR0qPOyqf5mjpeupymt/uecMyyaCcNsBOddFGDASbi68griwoSZY+Fj5eyAJmUhvZUHwJpt5Hj7pl2W9PRHycKobehakXeIH9AnoLNVrDEbmsg2EG/Gza5A3rfT6wsZf+/KV8cebfuWGixoFaLNi8kHE/cT8Lc/jKH3dw9V1j3Fb52Jmd1hWsYAW/UnjM7tRFnMocW570Wdwuv/B2GZuhHy39YMkvIv5xy7u4ZzbiK9N/g29vSOQ9mkTCSLJwPqbei4KScO9Msqm11FqxHEgkAyLpIYSBrmYIFYsgmF8kUhMSBtVlYqBxA8NxhDAx9Y6kzBo/bIXQ216sxcw5RNLHp9HOAhaMtUzUH2jrlEkZ0GVuIZAuw278Zp0yenHDKpqao8vaSiQDKv4IHfogQihkZAGAFiVmqg+cZs5DZqr3MrPsM5WD7ihHtXw8V2GVeus4/fm19ChpJsUMq8W5KFJgiTSmNGjhYwuDUEaMK8foNrfRHfVxTAbUvQmkdBDC4jz75ez1fxpnRqIWYVB9lHE9XoRJeS+5PoSCrubwolkG8leQp5eqMU6lcRjL6Drp14qSSeRnYhP1W+tfJIwcBvJXMN86TBBWqbeO0G+dy7poPfOeQtlXMPU8TTdWtV9TeCbHmrcRRC1e0fnHnNOh88+T36PaGiaTiqVkrsz/HnujW2m60/EcPKblVEjDOU7a6MHUe5+Qrl4UNSk3DiaNN/UlC2jc8RiLG7dwZcS97ud5Rcf78DJ1Jip3IaXHT2tH2MAgltHDbPXB9nXeX7icUPpUWkM43njc3SoD9le+f5JZOyz6jUJcYiyHIzy3bxP/Z64zcX44fQfuo0Gg8Vur3s/Xy19PMmMKimqTsQbaAtD5zDYqjYOMln/W3ofrTVNyI0LpcW/lM1yY/Qvm3DR7/B8kWXQYb8ZZXE3rIIxcei0HR5ycQQrDKp8e+zBpaw1PS7+aIfkQ840DPBA90M6GnajLdlH+7eRIc1PlIyiKjRBau4w6Xr6Vj1TuWvabo6Xvc3RJ8CWEyXPTO/jX5j0EoYOqGFyTfhfXVz+VdCpD2ujhInUnw9EvcKi3u2wXumlj6oFKZ/YcLLVIkVXs0Ncw7TW5pEtBCInZBfsOF/nxZJ7PTX+FWee1XNkjSIsupoKHiJBkrUFK9UfaXdmLQWK8H0nEXdXPJdSAlUaGFazg/1Y8BicuVn4HEjHOOIsihLXkjVQs+77aJhvHC0AoPZ6Zfw9C6KTMAVZlLkRTYNJtkTL7abpTRAvab5GDpsRq/LqWpuFNkzH7CKIWlcZ+UkY3qmLRdKeQMsI2exMPyTh4VFQbTSvE9mDIJPMjMLQsW/IvTGzDXIKwiW32AgqamkVVLNbknk7B3oDjzxNGHpZRpENfj5SxGKyqGNRaxyjVdqMqFpPNRxit3tE+ctvopFffxubsNfRGa9FFijX6hZjSZDDaFHNUiKi6Yzx+7a2Y8xUE80u4OSHTyjihlPTJbmpinnEOoKLj4lEXDUbEOPMiJixnZQdHeAghlEQbT5BJraauVMka/TjeLEHYopg9+0nxBwXixglzLZpawDYHYmkJoTHT2ENVzBBGLrqWo+WOnrCgqrFtkvST410Qgy4wXr2bpjvc5todKn2bg8oevj4+zVrbxwtqyfgjSm5cPr3AfjWfuWaE373wKE/Xnk8QzFOu74vN4sV+DCVDEDn0WGedRJY/FWK3CGWZNMXjn5smrj+fZG4WSpgyCV5jflrMaQq5vv5vVBI9Q0Wx2V/9Pj8o/zMtdwxJ0Ob9TVTuwg1rqImfqJSx9dSpAjhNzbdJ9UJYRFGT2eqDvHHvDYu2cU9ocVdJp9byjs3ldoY9imJ5FlPN4fnT8ZhRsM0BNG0xUyQJ+PrMh9qZ9c9Pfoovl26Jm5sSp5g5J0RVLIKgRMsd4zd3T3CoedPivq31SZZJABHnmS+iosxRbh1D1zKJI0WMtuk9sKH4Ym55Q4VXrbbb56cvewEXFt6WzK9ASo+dhTexo/gGDL2HFxXeRya1ARAMFJ5FIb2FT41/lJY72g6Q12dNfn/w99tUhanKPfzH7N8iieiLFsr3AoGgmDmH13S9H00rUGkN8wL7cn5r1To6TYWyqGGrEYYZggJ5y2VLJuCPB9/AOzY3uX0aDpW+y9rcM3j3Zos12tNIW+uX3MsKi4FiHOTG99BKALeCFfzfjNMGcYbejWXE3VUx3yZESpen5d9IV+5pgMqawjVLyi+LhOgFBfYwqHKf932E0HD9MiPln/G7u/+an1U/Gb9xprdjm/305y9G1zs4z345a+3LaboTtNwxqs4Inl9D04o0nGOYep4wbCClS711nFprmChysIweTK2IJEIRBobeiaJY2OYawsjlYOV6UkY3mdQGerNPQxEaeXsDYeQQhGXq4TTl5lGkjEgbPaS0TlqyhB/WmWscJIriIEPVcu1miKVNF17YYDY4zPHmHZSUGVxZxxcuaSzURBR5NHzolATjJ4pqNEktcjmqHKUr6meDPI8Qn4oyxzTHGPd3kZIpOqNVNEWNcusokQzaQULDGWPIuYtQ+hQz27D0DnLaKnLpzTzRUuFSmHo3b+7+DRBKUhYfRFMzhJFDKyyRN9aQswZP+p3WNm1fULOP9f68oNwWDQbozV9KyhxgqPRjJsRh9lVjor8kBBlRbR7ENjr5h50GhYs1frB3LdNRLekUjrc9Uv4ZM/VHsI1uRut30/CnHjOIbbljzDUOtLtBnyiiqJV0FsYvSLrWRRQ14iW97R4hcP1ZGs4xhNCSLJ2XyGZI1hVfyG/2/lHSCewTRm6b+3c6hJGDJCLWFOtqy3WUG/t/qeMSQqXpTnD1/Tcn2e34OlqTvYJL1Ge2j6lU34MfNpZx906EH8wxVXuIjfoVMQ8wanKTdz351BribnYTBTXhyAm2FF/OBze8kU+c9buoahaQ3Nf8TxxZxfOncbxZas24fKwoNqvlNl7X8RYgfsm544FBPj060t5/I5ihJKaTZ198zU2Ee8hEOYKwzsXdFs9JvZp1xRfwzxsvoe6MLwuYHW+cjw3/FZ+Y+HyS+TawzUEUxSSbWsOcMs15mVcyWHg2mlZgvXYxH75ohkvSr8cPSnxp9gt8bOIRPj/1Ofa3buR7oyHX7V7HP3x7M+vOLvPKlw3xxy84yPkXTfD6dbErSUTIDeM6h1q30GzrKMLCi+AKVrCC/1k47WrlLyFLL0LyQPmLZFLrUNX0SWKS7W8lJVVJiKoY5OwNlOu7SZmD+GGTIKjgBRVqhO3MwbrMVTRlnaP1W9rcupg7o7Y7AheCIEPvIZIBHfZmZut7Ep0xSJu9hJGHHzTQEpJ6yuhKyqegCI1S6yiOP4eiGInJucNcYx+6msHQsjS8aXQ1HWd1hIJt9vCmjl/jW9XbqXjD1FsjWEYPrr9EpkEG5LXV2GoXIT4ZES+ENZo4oolBinLr+OM5N4+JgrKKlIyD5WGxlzXyLBQUzlU3UfbXsFu7nxH2E0iXMHSxzR7mEw/RuOwdN2NYWj4hx1co1fdgm4Noav6X7lB0/Sk+O/kpDDVLwxlDEQZh5IAMGFR2sr91I84ppDoWMnZICUQIobUzG0JYqEosBVFpDbEx/SyG1XsYr97JB1sHku+YrC9cw0TzQd7a9WJUUSGYcrllSnB37YtEUYsdxTcw4t5HtXkwLptFHr4/Hwe5j7HY6YnGXlfmHCYrd/JEFkdN6+Btfe/ii9NfaBP1DS1LJGOPYk3NJZ7BGppi4/ozcTk6SFxRZMA5hTfwL2d18MpdNyaZTBVTzXKi7G8s1K0sI9FL6RBJG1VN4/qxGHXW3ki1eRA/mCPmr+ntjCcoaFr+McV/FyRlFtwNFpxWxur3Mq3tbf8bwqRku3ykQuhYRg85azV1d5KmO8ED5c+3vzFf28WqwhWAym/2/hEXdAreW+/D82c5WPom762k0VS7nbF2/UmGy3HJO5/ehOfXCCOXbennoUuNgbQCqIxHe/n9A1vYU/5Ke1/l+m7K7Fk2wtnaA8wSlyj/16EPIRC8a/X7+cnE8vL0khlpB5m6VkASxnI3apZsVOTCbA9S9vH5+oMoCF57h8Kx6DYgxPHGORbciKEVaLpD/Jgvc/OxLNu0Z/IHPugFA6MARJJZVyeKWgyVf8rnK4vPzxWsYAX/s/EE62Zh2z/0dGKSimJzTu61vLF/gHtnQr7ROIjjzSa/UZMgKoWmpFDQmQ+O0vJLyx7u3bnz2Smu5GeVjy7btp+o2Zdbx7DN3tinVCj4QTPmtIVVdDWHE8TNC2oi5RBFDrY5QN7eQLlxkDhIMEgZ3aT0DpreLFlzIM4ABhXW5p7BRPNBJhoBo+WfYejdSOnTkdqMZ9aZre3iefnf46DYz5Szm5Y3Q1dmB0VlNbPBYWz1fCpMMV677wmp358OLaqUZZMGs/SwiSllmNH63eTt11ERZbKim4uNLdzvHUOTGsPBg4CCQJC2VuMk/KS5xFEiJl+HNN2hdknKNtfQdIdQlExiZaSQMvsxtCyVxr7Tji+2DirH3DgZENBCU/PoWoZJDuKHDUy9QMtdzF4oik1/7iKeoV/Of8x/vM2Li6I4oyOEhq5lCKMmrjfNEW7GD+sM5q5kuHwjQuicnX81Pi6r7Ut55eoKH9qV4uKpzfyw+eP24taglGggxn6bblLNVYWBkRzzqSGIpIciDMqtowjEEypIKUIjqwtssyeWmhEKblBBU2yenXkbtza/QtYexNY6ma7vAkJcf4acvYm6M9IuPz9SyZBV+4jvmHAJB2rZWThl1SwIKiwNQKvNA8v+nrM34voVXH8eKZ0l4r+n4sdy0t9UNUdnZjtTlTuxzR4qzaOoikVP7kKmq3cn19TiuTf0bl7b8XZ+e3OD8ZbFe47czqXmy7m99XVss4dy4zCqYqFhIRDMuwHdpsALyu35iKI63pJtdmTPwwtq1FtHKNd3s6X4KnKyyH3lzwGCOxudCKEmPNR7lx3JQOFZdLGGh8v/9ijHGiKB66o/Zb5x6BR/X8oplFyT/k0cGTCmjFKVk4xzkC/N/ZSGM4aUDveVP0cmtRFDy7a3EEVNHG/hhXaUlgsThdUc2L2Vcy+KEANdzH/+CH96/O54PDJc0XpbwQr+H8LpxX5PE6At+AmeDqpi8/4NvewuSX5Q/xr59BaE0BDCwjYHsc0eLK1Ay5uNJRecUdygsmwbM9X7uLn6ieRfgkLm7MXBKxaeP0O9dZSWN9cW8u20tyLlwkPdjT05E59OXSvg+iVK9T0xZ0h6KIqF61eotOKFu+IcR1E0cvY6fn/VeUgZcX3ja5h6L4XUemxzkLHyzcxU70NTM+xO3syFUDg7+3I2cQEAXdom5sQoZW/oSQ/gAGaa+xhTjrKKrUhCCrKXTZmr6dZsXNEiImKvO0V3FHPmTDWHEDqKalNvHSVMNNi0pJS2VOi2N/s0DL2brLWKrL2Z83KvJW2tY2Pxxbh+GccrLdHIOz2EUCBx9YhkQMsdY7L6AGHUTKyzVLL2ZlQ1h6l3YIkck14TQ8uhKBY9mbNRlDSW0U8U1XH9clxaRGIZHfRnL8KJFsRKfZ6VW88HN2zgfG0rH3hY47ulv+UDBz/EbH1XMiKV6eYerrFfB0l3YhDMIwlw/Uma7uhpjiYO+iLp4XhTp9QMOxN4/jR/f/zvmK89hCRsZ96y1ipymkHairmgU/WHE0eNAucX3oyqmNhmLE79SPkr/N7ejzJUO3P1/+U4fQax4U7RYW8iZy/IVMTHqigpNLWApnUsuQZivmxv/mIWSqhR2KRTWQeAn3gvS6L2fbYYwMU6gt3pHfzVRRNc9NwZJhyN8fLt/Kz6SS5IvYI/7H8pH932BwRBmeHyT5AEHJVj/Ghc5QX5d7fLwUsh0Ki2hqm3jgOCnL2Vg6Vvcl87syfxg9lHDXoG5TbOt1a3j+dkqJxf+K1EnNlpd3YLYaEoNhfl345trm1ziO+JbualA2l+9swU7+l7JoF0qLeOLnvOOt4cDef0zTLD5Zv4wVgROdeAap3X/KiH0fJNp/3NClawgv+ZeEyx318GfjDLb+z6Il+b+zxB2KLWGm43Jzj+DAIFRWhEMkDX4lLmycGObD9kFSXFS9O/BqiJn+Vi4SiScQCXT61lvHI7qppBU1OYejeamqM3cy6aYpGxVhHJgJTZ3yZ2R5GHH8QWXIaWZUvq6ris6kzy3gOfwvHGcfw5bLMHTTFRlFjKQVHS2GY3kgiLDNv0Z6MTdzdaMoMlM2iY1JpPHg9u+cyEdMkBLJmiT3aTkWlsmWFPdITOqIcQn6oo0aBFiM907YGEm6Mlemrx6Q+jZjsLF0PFDSv4QRVLydNtbuOw9wvCyGXeP9Z23oh1wB5dV00IA0PvoiuzEyFik3UpvURuJPZEzdob6MqeG3vXRh6qYjLWuJef17+A68+TMjqZqe/F0HJL9MEiLL070Sqcp+weZ6Z6Pwv2SUeqDs/YGEuW3Fz/ApbRH/OFkiycrhVx/Dm+X/mXtt3TQhAg0B5T8De+9qpAuIS/9/ixuHhLwqiJpmaotIb5TvkTOF6JIGxh6cUk03g5trQx1VySBU8CpVM0LTxZ2JB9Nn+77unLPlOUDIX0JvqyF2DpRdSEstCXvwwpXaYq9/C2VX+OphaQBOwtfQ0QNJLArWhvJG2d6FIgkUjOFxfT0d+kfijinHwDRUmhqjYzyiQHKiH3zUUgFh9Zw/59fGX20/y49mmisMmz83+wzB7rBYU/5Kr0tQmnUqfujLHQjb4UffkrOa/wloQruYgj0d382mqfnYU3tj9bypcUCGYZRhKwJf9C3tH/LgBU1WZd/mp+d10XhdRathZeiqF3UXcnEAIyHR5lD6arD3JiijQIy2fQ8Rxyx0yLYMql9v1x7nK//RjfX8EKVvA/FU9pEAcxJ8UL5smn1iKElgRAYOndZLU+OpV1hJFDzlqNpqY4ndhoFDX50vTfYerdmHofWXsTtrmG3vyldGV24HjTzNb3oKoZTC0f+3YmVlKmyNBlb6fciIVTe+1YDyxrb8Y2+7HNQaLIIYha+MIjpRZJmV34SQlJyghb66TqjmHrXfTmL6U7uzOxqyKWC0ChJZpUk47QWYYYqv78lGruTwb8oI5LTFCfEWV0VGxpU4pGaAmHejRNiM+8MknJPcaa/DNRFJswbCYZpKg9r1KGSSCjIoRKqXmYTGo1M819zHmHqTtjZMw+qq3jKEKj3z6PTeYzYg2/ZVV50dYrM5LMxGx9T3uxz6bWg1DYkn0eF6ZfQ701RNObo+qMoCoWUkYEkYNt9pKxVuP5NYr2xjiblyCKmrTcMX5n1Xv54Ma38saO11PMng2o7Ci+gXdvleQ2hwymVcKwjuvPEkWtuGxuDhImItBRVMc2Y+ePn1z8dnYU34CuP5ZOnkgW+ySISvTPfllEURPPn8YPZgnDKk13CNefJ4riTk4nqnJH7fNUnONkzQF685e2s4Bh2IS2Dt8vjwUNsUPl7/H+43e1y+ZCxB67Wa2P8eqd1FtH8YNZBBqTlduB+EXrnuZwMi9gGavYWXgjxezZRFGdamuEUn3vCX7CACE/qf8bz7ouw6u+18tv7N2Nohjoqs2h0nf40tSHUIWgK3tu+xfV5hHCyIk7LQk4qhzA1PMsnI+fNb/MbnkHUrqsyl+RjM9sZ54B1hSey2xjL7vr38EPZjm/8Fvt42940/znsMaVmXWASsoc5G+3/VmSgYwt94bLP0HXuuiLVrG3GgfUQTDPsfKNvHnXRxkv38rR+i34YZ2WO8qnxw/zpbs30WnKJY4VJ2JRFeBUyNlbeUZviq/dsIGzvj15Ro0sK1jBCv5n4snRkngMbC+8kkO1G5MFVUMSYehZTJGhIicp2ptYx3nsDm54FI7RIrdESq/9prrw37TZQ1FdSzM1i6UVKDWP4PhzaIqNqeex9S7m/WN4QQ0ZOZhGD81wLvFWLeIEJYKgDEKj5c4wygMYahpLLWDonXj+DBAxVX+YXGoNVWeEa9Jv4gflf0bXckx5D2LqRUbDu5PvLuCpbd+3zV50TErKHIZMERIxphynT26hLKYoitV4SRauz9xJU5bQ1Rwps4tyfc8JPqHhYnlcChRhoCkp8sYayu5x8vYGurRNKGmd+cYBSsEQ0+FedDWNoXclXb41LKMXNxER1rU0YeSSM9chZYjjxZZXvbmLOVy/iSCso2sFDD2LoaRRLB1FKAzI52Kgc0jei6UV0BQTQ8vSchfGqiIUg8O1FptyKb5R/T7lxkG2FF/O328e4BlXjSA0had3u/zzaIEgKCfZNYUoCpISeqZtRySExcf2a0yHB1EVA++k8pqgN38p09UH+cM17+OyLo/XPPRJosghn8jStE5bgn1iiKJmm5s3XXsAUGi5E3SmtjJW/jkLmdM4oyfQ1AzeL0VoV7GMXs62X8T95S/GL12oLPDcpPTw/BlK7jFktKgFuSCOrakWvfY5PFxa5JA53jiHxc3t7S8E45nUWhrO2DICvutPMhw9wnzzEGHYbOsHLrwEfbv2TTqNTW0NxUJ6Gx36eo6UvgvA8dL17W1tK/46R+u3MFvfxUDhmRTEKsaSrOXSfc62DrQ1Jk29j4iIlxfeyXVzf821XW/m4fo8+xu/YEvx5Yw07+JDI9dxbfc72ZpX+Kvhr1FrHiJldHJ2Lsv91cUqgpQuz8r9PvcHNyzjjmajAl4ED85FGFoOX2inrD5oahbL6MTxSyf9velO8ReHP0YQVliRCFnBCv7fxlMWxAlhxSrtQmE+GsEP5lCUdCJxEVFvjbJK34klcphahgpzFK0NNN0JUkYfjjeNlB6DhavpZPA05GJIq904skrDmaClzCV2TSpe5BDJgHprCEWxUJK3/yBs4kUNdDWDrqSIpJfIUgQYWiypYqgZJip3oSo2qprlrb3v4RvVb1Oq7Qah8P3S3wESz3eSbZafqql8VNRax5g2BjHJgIAxUaYrWsWEOEJe9uKIBtPOXgrmOmaCgzTcSTx/Di8oo6rZ2Dh+SZZwaRejJML1K0TSJ230EEYuQ8074k5ioeD6ldhFw5vFD+tI6ZFJreNc4wXcHX0VZETTnWJ7/mWM+Q/jB038sIoiDKaq96AqNimjl5ReZKtyOTPKJA0Zd6p6wsGhySqxgxmO4UV1FKGzGMyHRFGTn1Q/xi+cfrywhqZmeGn+LHb0jCEsQeRE3DtvxqLQihF3LxMlgb8gm1rfJvJL6fC90j8kk3Dq5PRM7WF0LcfnZv6Dr1dWxaVfNYOhxoFq6wkK454ZVDrS28hpA4zW72at3M68eRhTz1NpHkVRDFJGJz3mWe2A5onCC8o8UP1aYlsXMFq9I+kOXwj4JdXmARZN4EXCOQsJQoPjbuwUsKpwFbON/XFDQn03cSAY4XjjCDTqrSGKmbOYrz0ExNfeCwp/yAFxgOngHkCeFBhXm8fYrF/JcSWDlB6V5mF+Z92v8ZHES3XpfLWoEkUeaWuAj2y4lIfLOgdrXe0O0oXS6dIGluekf4Ofu99kb1ADJJ8Z/1uQEQiNt679Nfr7tvPefR/ka8GXYJ42d7LaPMC/ND94wkxKcqrJxbyQG9nPwrUxo4zylfGAXooUUxuwRJ5j5R8jhLYsuFQUg89tew0/nlD4P5MfYum19d/xrFnBClbwq4knsZwqUJQMmdRGXtv9AXQtR3fuArqzT6PpzyQ+fv2EQZWcvY6cvY4An0owwoy7n6qcpOaPk0mtxvXL7a2Oln/Gw+UvP+peTb2P4cotjFZvI4rqyVurjBch6bUf2lHYxA9mMY0ebLOXemsUXUsnC1RAzJWxaLrDVJsHGS//IrbwSvwev17+BpXGwfZ2fxXegKX0MUWGbXIrAgVLpnFEk8u0C+mR3WyINtBpbSYjOmPenl6kO3c+mprB0jtR1NgGa8E/UxLQnX0a5xd+iyhykIRk9D62cjGaYrdV6KUM6EptJW+uIW+tI2MNoCgWLW+GC/MdZK3BdjC4r/Jtqs2jBFELVbEJwlrMhUutIWsO0PJL3N34KhPuw5RaRym1jnLYuZVDzZuYZYjp+i7m6nuotYZZmPOYt2ahKja20YltdPN0+4380YXHWXW5h7Yux0N39PAvU98iDKvx4igDthde2Q4+aq2hhIieiFkrBrregZThCaU+FVXNJlI0ZarNg1S90Xapb6pyT/z7E3hWTzZqzjhTrd3kU2tjj1zVoNo6jqpYMW8uaHC09EM6suedkuR/ZghPkqa4PPsWnpP7PYBl/MeF4F8k5Xdg2X0xXr6dor0x8SeNt93OphNwRe4d1Fqj7cYIieRlqw0+smnbsv2vKTy3zXMTQuO+8ud4dce72VB4AVHU4julQ7wwc+1JxzFUuoEgLFNrHuK7IwrnFnzOyryofRx/vv6dvKLw9nYJWhLww/I/Um8daXfHSxnyuu4/QQiFb1Ue5P7Z2OGl6Q7RdIdZ2hhyVvG1y4SLAb4z/zfcWPlI+7iFsBiu/oLh6BFWp00+uelyNMzEX7bJhuJL6MqeTywsHPGRo3N8efaT/Co8a1awghX8auJJC+J2Ft7IZdnfxNCyvHx1FC82rWOUW8fQ1JigHIv2Fogin7OUq2jIOc5RnoHn19ggz0uEQqcSbtRCueZka6+lcP1JoqgZd6EugaYWlimtq1oOISz8MDaxX+CjVFsjaGoG2xykkI69DGPS//IHZ7V5oK2ZdToy/38tJKVgiAe5Kw7SpE0/PTTDkIqoIYSgUw7i41LQ1wAQSh8pA5ruGFHkAWHbPxNUZqr380jtP1m4NDRhMqmMoQqdzvS2OHMZeRRkL81gDjesUnfGyKXWEYYNPjb8YWrOKK/vfCfPzv0uMvLQ1RxRYq2WszeRMrvp0jcx3zyI488hk+ysG5QIohZeELsOTNTuJQjKbMq/kExqcMlRB4nOmUfDmyaMPN612aCw0UcpWhBE7K5kiSI/CdpUEHGQ2+4mlQFZaxBFSSFErGMoZURv/mI2FV7c3ldP7kI60lvR1XQcNJprsLQCKaObIHRQFDMpET6V9NIQ15+iaG1gtraLUe8BVpsXsjp3JfnUGuqtozjeePzqEraWNfwsQAjrjD1RY6eIGPc732JOVNhcfAW6thgcLuXfSelxSf53lt0XQuhUWkNIGXBV/j2oao5C5mzWFV8ICI6LPbHVXrsxI+QzI5McqJnLxqKLFJenXsPLin/KrxXiYPKbpU9yvHozINlb+hrfq37mNHxAwber/8a1u/+tnc2X0uGvhz7P9c3rlpSF4zHEx5ZhsHA1EPLd2leRMmBVtJ6Xr4lIJZ3BJz4ffFw2ZZ9ziv0vfk9KnyCsMN84wHDDpRao/MXarXSkt6BpHZwjdrBGPZ+Frtl7K595SrraV7CCFfzPwZO28lyRXsdGq0Cpvpd3HfoxpcYhTD1uLujUNmCosZl9T2Yn641LmVJGqXqj3Olcx4uyb+Zt67KLNlenFM08PbL2hmX/DsLyMqX1IJhHCIUwrFKq70m8VEfw/Fly1iCSkFJ9F1l7E1l7I49GLDb1XrqXkKv/u2EoGfrYQjrK0SPy1KVLJXKoihI12SIj00giGuEMQihxORja9mi2uRaISetC6EiCdrlGyggnqlAORwilT5/YQiBjt4CRMDZqb7iTdGa2E0kfRUmRMgdIGZ3c6e2l10ihqhlC6dGXeRqGVkjOgUctmsbSi2RTa9AUGy+oJV3CZaQMsI0uwrBG1t7Ii3Jn0XKX+nwaxB3KAWHk0Z3azqyrxR7rhgpBxNP7ZugwN5Kx16MkYtIPlD+PpuXRtA4kAdXWcWyzl2xqPXVnnCCsM129n8Ol77X3ZSl53KCK65cIwzqOP0cQuTRaQ/jBXOIkcXLQ9FRgtrmPzsxZBKGDj0s1GGe29jCLgUKYlIgXAwchLLYUXwUyOIW4bvtbJ/x78aWp5Y7yUPWr7BBb8JYIMy9k7BYycvfW/q3dbRsHxesJwiZv7HkvO7I5MtYA15gv5fl2LL/jyybZ1Nple9Wlzt0zy708j1Vu4rc2pPBlxA2NrwLxvR2FzXYGOQyqnJd7/QnHEDd6mHos/h1Ey+WSHG+cWvPQCU1HKucWrsU2e5OGKEHTGUHKkD3hLRyu66RO4fMLcKj0bfaXvkn8kvdoDQtxNjIIy9wb3cxAyuGCrnma3hxFeyM31P+dB8pfeJTfrmAFK1jByXiSgjiVoimYdt24NEBEJD1a3hyGlqUaTeCFNfygTiAdDrZu4ljtFqIoIIoCthV0XrBlGBU9EZRd3sq/iEfvAoyNtk+PhWzdgo2TlD6SgPlEhLiQ2YGmpHhh+lVcd8H7+N+b/5Jr8u/lmvx7yae388LC+8haq/CSMf73Q9At1pOScQakJX0mlCFcPFIyzUF5N7ujnyNQECiktE6EYhCEFYKwQs5ej6oaKEoq7iSVCwuaShQ1cP1Z6u4kG8WFrGUnY9EuwsjFMvqx1U6qzeOkjE6coIwX1NDVDKaep+XOcLj0Pb468+GkezDOtkgZUWuNIAnJKnFWyPNruP4MQVhHVW00NRebsTePIVCpNY/wyfHPLpFdEGRSaxNJCx8pI55pno8vBZErEXkbGUYcq+SwyBBFAYO5K5OFVfCegd/lt/vehaYWiCKPhjOG61dQhNbWDVy6sI/X7qHlzXFp5jcAKKQ38WuZl1LInIWudWJqRTpTW2MXhdN0FP6yUJR0bAFXe4QgbDHhPEypvp8zcYuYdHed1CGdttazcD+JdvOCWPLfRWSs1fTbi+VigcZg4ep22dbQe0hbA+2/S+nTdGdip40IXrOmQUrr5Julj8U8MyRTlTvxgho7im9o72+90cGP6l9dcswZoqjFHx69lRuqn1zGX9O0Ah/e8Hpscy2KanNxup98ejspc5ALC28DIqKoScFez79sezuf2/E77a7TU0FTC7ym609YI/poOGOMlW8mZ2/hfev/DEUxKdV38eGRrzFf29Uu5y8c+1Ku5tri83hL3/se44wItorL6Ew5VF2DljfFTHWB17dSOl3BClZw5nhSgjghdAZSEhWBqljM13YhZYClF+MmBncyVsLX8jS8abygymD2UnpTZ7Mj/WJumB/ngeE+3tZ7NobeDXDSorNgyRP/v8fqxxCx+fMJ3CaBIObuLXwe8+AWOuZqrWEqzaO8ak3Ic3YMIYA/PUvwg3dP8L6BV/NH20Nek3/RY4px/tdB4ogGvWqWUIQIBAEuKUwyMku3uglbjflw3eqmhJu4QEgnFkgOPaSMRW5pByIRipJuk9n3+D9lUjmGF9ax9S68oEzFG46zme5ULAsSOm39r5TZjWX2oapZCuktCGFQ9UYx9Ty6GgdWw/U7iGRA1lqFoqQAhSCoEEZN/GAOXU0jCRMB3hkUxcYyVrGt+GrO0p/DfPMgOXsLfjDHDxrX02MGqClBNDwPQUS35TDq3M+V5iu5/oJN/EbP72MZ/fzz6Mf41PhHCcIKUroIoeAtuEqcAkFYwQ/muLf5DQBqrVEG0gpd+qZErHiMudaB5Bp66rwpVcXirb3vIWOvT5p1jpxWjHsBimKc5MQAJKLaixy1WHojH4tBK6ll3621jvHzRJpnVeEq+guX8+L05ZgJB8wPqolP6iKCsE4kPW5ofZeXPPT9tgQJMmp/p+WOMeY/jGX0A4IfNb+V2LCpvKn3A+hqBlVNU3GOE0V10tb6OKtI7P36swmflhdff34UH8sLM2/i8lw/PbmL0dQCGaWH3RWFCztLbMidqtwZYyB3Ka9fH3J+p0lXdicAG4wruKE0lMjTmOSNmJKwvfhqPrDhfYgFG7klgVfJPcb9rfFT7WIJFDZYOTozTbrSLd69+n1nLJy9ghWsYAVL8aR0p6qqzZ8c+XJcEpMeAhF3H+odeGEdxyvRld5O3Z9ECJWMNRCX+KISHaKPaYa4v7SKj03dmJR8ltv6FDJn03Am22XWEwM8XetK/B4lipLh8uxb+OMtKX774O1M1x4gitx4TFqOMKgiZYSh2WSsVVTq+wlDFyHikpuUHp857PPBIxYHW//G+dMv4/e9NfzD+HeoHR3lqvS1SKKTLIPOcKZ4shd6gcJEWMUXLseUQwgUppUpnqZvIHIlqtBwaODRwlDTNJPAVVUsBApuUGr70gqhoCrZ2NpITdHypnD9ErqWoeqPk9dXM1q9g0J6C6rQ8bQafliPAy4Zxebr7hSWXsTUC6y2L+Vo9af05y6i1DqKqecRQiFKAnzXrzDr7UFTYymYWvMoMvLQ1Dyxx2Qc3MX+tb280H41miK40flprKnmx00sXtggrYbom7IEo3XccYmp2VhanhY+nzvUxVirgR/WCcNacq7jhbddFjwhARJ7y8aBcTq1lkZrCNtajZQRf338nwBQhEE6vRZVMXHcpzaw94NZ/nX6E3TYm6k1D5/x70ytSDOsIVCRBAhhIaW7xEIrPlZVsZEyIJNaTcOZWLYNKT32lr5GR/Y8pmoPEUUOny7fuuTvDmHoYJtrOSv1XEblPqYqdxGGTttDVVHsU9wvSvvvQhi8Jv8qWpmIL019mJ84P8MLyqwpPJNX5S7mH4c+hG108TcbN/HK+y2iqM4uuS++nqI6X5iIu0O/44zRF17AoLKT3uwW/mjNGrbnK2y+oMRvjZ/F+6u5UzjNqAyVbuDDB9fz8XMNDlefy9fq+3i4/O/tZ81CwLyqcAX7yt/mM+FOkNFJ26o2D/DQKYLm5Qg57tRQ1IjBnTXYe6L48QpWsIIVnBmElCcuX0v+KM4sxhNo2NZqWt5M28e01jpGT+4CMkoPFhlGvQdw/QqW0YEfNIikT499NilyTPn7qTSPJqXUWLYAJKqaS7wzLdZnn8mRyg2xWfkpHsJL3QZWFa6gFZQp1fewSFa26c6eS80Zxw8bSBmQtvrJ6qvaljULGb6e/EU4QZlfz7+K65u3MVm7H13N4HgTxEGFStpa3fY8/O9EyhwkY/aTUopEhGyX5wFQpo4nHCblQRreNAVzHVVvFC+o4XhTKEqKwdzlZEQne0tfQwgrWcDH2tvOWKupO2Nsyj8fR1apBZMEUYsgbOF4s1hGF15QJWV0J0LN4AcN0kYPDW+al2Vfz3+WP0cUeYSRg2V04XizCKGgKBZR5LSbHmKHjONtA3THm8U2+wkjFy8oE0UtcvYWNDWF61dYl7qcfZVvE0Uupt7NN867lpe8P2Di3+f4+dAqNmUbPPeBm6g2jyZl9LAtoQK0A9czKV/l09sBsLQCNWcc2+gkkB6uX8YPm0lA9FSVwUQcdMogcSGxT5DTeHTE2Z2IjLWa9cal7KpeRxS5pMz+mO/oTQAyzljLKAmc021Kw4nHlEltXKJbJtoZu4VAeFvx15kL44xtEDqEkbtkH3Hw2N4fC92sMTYWX0ZWdnLY/TmuX2m/sAk0VC2XcFotLsxdy72Vz7NwXxt6D7qaXiZ4a+g9CBQusV/D914+g71WoGR1vvblAX5z18cxtSKKopE2epiq3JO4ecS+wN2583mu9VxsTeH65m2MlW9ub1dJpE0WfIbXF57H0dL1nOmLmaLYdGV2Mlvfw87cK3lT/xpuHG/x48pHz3gbK1jB/w34zb4/53O/P/zfPYz/UdD+5F9P/fmTsnWh0PJmyKZWY6o5Zut7EEJjrnEAz2qQ01fhB00UodN0pxEopK0+yt4QTTUuIyx/S19Qoq8mf2syVL8N2+xn0LqAfNTJPdUvLFkElovWji/JEiQDxNAKhJHL5tQz2d/4MX7k0HRn0JUFl4gweetWma7eT9pajSqgg0HGw1/Qk72U8cghCObpzJyLpRZpOCNPyvT9MnD9ebanno8pTVRU9omHWCu34wmHLtlJJDaxz9tHTTHIGL00kkxYJANGKre2gxkpnTavUKChqhmC0EFTbaa8PbS8OTLWKrJGP5PVB9C1HFEUZykGrQsYat6B65dJGXE5vOlO8DX37+nOPo28OkA5HKHaGkFVbYJgHkUY2GY/lpbHDWs4XglNzRNGDlJGCKHRdCeSjkiFWBbkGEIYXJB9A3+4rpNPHX0bVVFjg9LLNZcdIzpusXuimx+NC/JGzNdalMwQqGqGSAaoivW4mmciGZDSOig3j5G2+ujRtlKWYxhKGk0xGS8/Ue/SM4QMULUcyAjb7DnjIC4OOHwKxlpuvCbimT99GfvK32wH2cXMTkr1R9r3kRBW0pkqydqbT+KZ1ltHyKe346k251kv4976VxLB2Rj7S99A0zraHZVpaz2aVox9aaXLhuKLOV65ecnLGizce1POboa8OXQtg6Za+EmyXRK0t2eb/VyS6+G+yqIg+FnpF7OKLq53/o6FgNcPqsvcENTBDKQMVtstXpj7HV6xRuOrxx0elrchhL6sQ3amei9frT2cOJikuSz/LuaUKQ6W/pOO9BbmGwfb8+rICs/L/wE/rvzDGZ0PS+/ms1uexU+nnktaE7zvwEeeUtu0FaxgBf/z8aRw4hTFQlPjbkdF6ChCI2X0oiefldxjFFMbyFmr2Zy5hjWZy6m1Rmk4E8xU76VUf+Qx9+H509RbRzhQ+hZvXdPJBfkTtaFOjfitX8HxxpmrPcJR745EH04hZXRSdUYRQl2UoiDWgqq3jvLpsb9iV/lLCMWiFZVQkwxC05ujGc4tyeb890FXcxRljjlliqZokhd9qKjYMoNPSCgCUmY3UkakRLFtExbLejhoWh6BhqZ1IITR5uYEYQ0viAn/itBRFQPXrzBT38v2/MvIp9aSMruwzV5GnfuRMmJb/iWxAG1rCFPvQFNzrBfns1NspenNsjP9Eiy9CIi2mLAftegwNxJGTcKwjql3JJm3Osgg7nCOHEDF0DqwzV72eT/l80cd1loZ+ujkVWsFxhqL0l0hf7m/znWlL/JQtUKlcbB9PKbeixAalt6Z6AKeeRNCELZIqUXyqbVUm8cZce+j3BqiFcwz1ziYNAY8PizI3zw2ZNxhKzSCsMx87WF2Ft50huNXMPRuRqu3cfWNcLTxc1TFpu5OsiP1gkR7b8mepNPWfKs1D52Sp7VNeyZ/s/HN/N3ZBqZe5CTvz2C+nWlrOMeWSGRIjlduWhbAaWqBt/a/n778lbws+1ouz1xLyx3FD04d2DScY3xh+osJdzOGLnVudb8JwMbiS/mrze+jK7uTMKxya+VjfPnejWDqhIfmaQYaE3Ke9xz6T+70vsN09e622wXEdlYLvswQogiDVVqOrWxEoPHO3hdzefYtLFQKxsu38tP6Zx919mMdwsVz7IU1LDXkH15/mO+XD60EcCtYwQp+aTwJQZygP3sRvj9PpbGfujeBohg03Yk4k6OYdJvbyIpupqr3MRcNkZUd+MHcaZXHBwtXoyj2SR1lkoDhpsKWM9S8igOtsP3bWvMw9dZxwrBGrXWMor0Ry+hJFoYQUNpln/Y2IodSI85K5OytuEEJP2xg6r1nPk1PEVx/kl80v8xo817G5X5yUYGikqJDpAkJ2aGsp8c8CyEUhqo/j8thYRMhNIqZc1CFsZjtkBGKEv87ZfaTSQ3GtmVaJ92ps9rB72x0lKzah63FpfGmO4WhZTlQ/SGl+n5UxURVTDTV4lB0J3dFt7M2dSklMY2qGIk2m5bo1c0w09yHEHHZ7ILUKzgn91pMvQ9Ftak1j2Jbq3le/g9iHqUzQqM1xC+aX+bL0//Ibh5gpKVRvi8gtzHg9QNxifeO2r8ipd9eKAcyF8WNCN4UttmLpuXPeI6jKKAZzlFQVxNGTVTFRNdsskY/nj/7hLxxl8rfnA5CGKwxL+YVhbe15WD21r7LmZTfpHSJIg8pIw42bsQLqnGjRlhnV+P7y7JoAg2BtqzEeaogY4hdPH9wmjXFKmebz0/02ZYHlAs0DIHGCwvvw9T7kvEECFQ0rQNd60JTbW5s3cMbCs/m9et8HvSvB1Sem317+zcn6ttlzYFlnbD3Vj5DvXUEgOPVm/nnyR9Rah5ZmAGO1AXReJW5XRp/dnCW+8qfo9o80P7NwvcgLpeLJUGXH8zyzbm/5vulv0US8LW53Wy1c6hqtv2duFoQ/+ZEkeWX59+Bpi5cZyrbMy8irQU0RxWONn5+0tyuYAUrWMHjxS8dxGlakdnmvkRMN+4e7Uufh2V0kU0EWo+Wfsiocz+GViCSPlMc4bEWMFNkEh2wEzlngj5L0mEpZ9CluhyFzNmYei85exM5ewspo5/5xqFEdX5hW4vK8rFafw5JQCQ9vGA+5vqEVRyvhOc/fj27pwKeP03LHUNZ6LKNXExFJStSzARNppzdVBuHiGRAZ3ornZnt6GqizSYXA5ClpSvHm6bhTNJwp2gEscacQKGQirsj07KALmwUoaOpNgVjLdnUGs4qvBJTz9ObOpuO1GaCsEUzmMchDgha3hxR1CQMqgihkbFW0XSHeUn+nQxmL+WO6ufZXfsWqmImGbOISPrc6nwdz58hZ28EoRCEsQvDWPnnjDQkMhJM7U4hBHRndzKYu5yl19h4435k5CGEkvixnqlgsxo3REifkeZd2OYAitCoNg4x29gf27U9yVgqYSGlx57SV/j6zIdpusMoSuoUnNBHQ6xJFnfgzicZzTiY8k4hIrsQjNrm2kSCBM4qvq5tUQXQ9Ge4f6aTR6a6qCixUPP5hTe3vw9xw0dP7hIkkhEm2tfYFbl38L71f8ZV6WtRFQPHG2e4/BM+N/Mf3F+yqLdGgJDry/9Id3oHQhgYWoFnp68FBD25S6i0htpl/BMRhlVmqvcuE8h9pFwnagQIRTLL0Cl/F0Pwjp7nYRqP/nJ4qPQtvjDx18vmP2UOUsjsAEi6dReDwOsbX1vy/Ao52LiRLxxJ8/TrSbiCK1jBClbwy+G0QVxsAfPoUNUcvZlz8YLYp1DXCvhBg9nWgbhpQS3ScKfpzl1AzhxACIWmP0vtDDg9R0rfRUq/Lf+xCMm3RxukNbHE+ud0wdzCQi6otYbRtTSuX8H1K2xLXYOmWoSRS2dmOyeWtwy9k7TZj0AjilpIGdJ0RxFohL+U0fiTD0nAePlW7qx8kpurn+LHza8zIsaZE3NsNK+kkDkLRWhMVe6h3DxGyx2l4QwTPEpAsGBZFgTzlOu7GS79lFJ9F7P1XajCZCR4ECkjdM1GV9NEhLh+mdnoKHl9kJzsJi/6CCMPx5tnVbQeBRU/KCfjlWiqhaaYKEqa787/AyPV2+LsmfT4w8Fr+YPVf8QV+XfhB3VabrzopbROLs+9HdvsBaFh6F24Idx7vJ/P7xvkTw5/kYY3zQZ51rLjcbxxEBq6msNJxvDYUMmnt9CXOx9dSTFoX4ymWrh+BcmCeO6T39CgqHZy3Qv68lcmmSgJyJNssR4LAg1NzVDMLMxHvI2FjFtP7pK4E7edTRT86Zpr+d3+NwGCY81fJJ3fAk3roNo8yEeOzfDRgx4HSt/C0Dp4oPyFdmOBEAZbci9I5jhkV/lLhFGTy/LvYmc2z/9+1SGe158lkgE9uUsYLFyN61e4a8ZZQk8IUYXOSwt/iOvPcGvrGyw8qnrT52AbnW36w1nF17God7f8OZBJbeQ316eYedhk71g3Cmo7sy+Esez7Qui4IXjB8vthwfJrEQtBu0BRbBx3st1hG+vYLV4PTSfmgMZQ8cMqX5r5GHtKX+GpuG5WsIIV/L+H0wZxLb/EqXk7Kra5FkvvZKx8C1FUb2fNFt66BQp+1EQSYigZasmb58XGS6kv6YB8rOGdqkN2v3iQbblwcWyPYlq+HJIwrCbeiLO4/iQPlD9Pyx3DMork1FXY5pqkjBNv1/OnqTYPUMicxfmFt6InulixOXhsgB4vBGfCbfqvgkRKh4ZzjD2lr7Kr/GX21n9ItXUcRTFQ1TQQd/DlE5uxM9tqwEIAMFm5jXJ9NyOVW2k4EwihMNc6gKqYZJQeppqP4IkWXVEP3antnGW/MObryc62U4QQOkHo0PRm0ZPmltikPuYifXHuF3xm+isIFC7PXIsQKjuKryeULmeli/RaZyOlg+vP8FBjmlqg8s25IzhezJ28pfJxQGVb8dcXS/IyIJQekQxOmQkRaKTMQQy9h3XFF6JpeQrGWsqtIeYbhzhS+QmVxv5lnZBPNjS1QBQ2iaImutbJF7ZezrtWvYMnKiQsiXmFCsqy+yST2khP7mI2iguXabeB5Fgt4t752AQ+NqGXCFQy1ipS5gBXF/tZb6fR9Q5cfwpNK7YDoliO5Bsoit4u/0ZRi3HlCF8vf5dP/XAT/9/xLxFGDl7U4ELlIs6zX86N9X9lIUDStS7mnEP8sPZZFMXkMuuVXFh4C9PVu5lqPMIl6nPizD8CwaLl2arC05eVXtNGDxsyTd59Wx/fH0+jixSrshcj0Hhu7t2LFmzJuD86+umEsyfa5+I3u9/6KPe4xDb7yWcWvV5VNbb2i7lwgNBYm3168tfYl/bMs6hPNp46IeoVrGAF/304bT3y0RYrXSuyxr6Eg5UfYOjdCBQURcMLqrGHp1GkGowThC0svYOaH2fe1qWvJCfMZbyb0yM85UPPi+r8+dAdtMVKz3h7MSQSgUZP/iLq7iSuX6GqjnOx9XKmlSn2lb+5bJul+i7K7G2PCUAoVpvTF2vGLe24+1VBPJ6FTsyFuQwT4eS4E/Txzd2yrUuHIHSotypxZ6niMVK/k7TZR0VOogsDX7YoiykcWUlGFLV/K6VFy5uhK7MDz+yi3holIrZVWpB2uK31MQqZs9G1AnvL1yGlz+eq97WPTSD44LYcpuoy6j2wqO8mdCDifG0zYS7gUOlbIDQEStJVfPK5UlSbtfblDDfvZrR2F4aaZax2D2HYfBxSMr+cFqBldOJ48Rz4wSy/uf9m/KgFRI/520dDrXkI31jVFm9WFJt/3/Fq/vpQiTsrn4znSi64DsAXJz/EifMjCSjXd2Oba/nc7Pf46IYXcWXP23jrrn/mjV3v5D8rX1vCMwvjc9ku1UuGSjcg0Hhw7qU4/hwChXJ9H07hBejo+MHCC6MkjJo4XkA2tYYX2i/hqzP/iBAKHdnzALi+8rE2bzXOasUB1nzrULt8qSg2l6nPYKihcL98gO+P3cea7BWMlH+GJOAnlX9KxrZ4vhZtyQTduYu4XL2aSIJQDFbnrqRfbuTuyqfac7KcVwfPzryNh+VtzFTvR9e6CMI6fzhwDv87nGS6evcTO3lPEoRQ2+d/BStYwf8cPCFOXBDWKUUjRJGLH5RJmV1Yekeb4+SHDWy1kzDy8MMGRWM9neZmVkUDHI+m2V54JUIYbC6+4hTlisfGTPXeZfpNMR7fm6YkZK6+D11Lk0+tJa12c4/zbfaWvnGKwEbG2bclJScSb8UFBwhFST9ujt5/HyRSek9iVkAiiXia/Uo0JYUqNGYb+xgK7meiei+j9btR0MmIHqIlhuOqYsVdskmAspAlORHl+m48fzo5L5KlAUYxezZn98/w2UMpaq0RoqgeZ2iEhpQht/n3Mly/Ix6l9NGTTOQChLDa+4zCJgfK38EPGwRBiaY7nMhjnLkW4EK29olAVXM03QnCyEmyOgaztYfb5TpNLZzxNaaqOTqy57Xvs23280lbseOAqXfwB0ce4mBwKwvXwvKg7eQAd8FequkOM197iLfu+RQPleJu7nvdY9Rbx5d9PwjLJzVGpFNrec+2Cmmzn2t7fpdMah0vX21yXCzoOcaPoyhqEoRlSvVdfH3u40jpEEVNSvW9lBsHT2gKEe3mAcedJAxrgOBP1/0RHz6/wr8djRs7OtKbeX76nEWdQAKuyP8O3blTUUYkabWbUtTis+MfJIqaXKReEGczT4MbK//EdPVuFNXmFYW3M5C/gmsGptgiLjnt7/4r8Mu8rK1gBSv41cUTCuIG8ldwmfoMIMTUu9CVFA13Ek2xaLrTOF6J2eY+elNnJyUyyMpOjioHGI/2oEqN3tzFXGmeRc5a/cQGrtjLFjR9SUnnxO/15a9sE8VhwTtVR1UsFKHR8ueZdQ6gqVZiln66gDD+m4w81hafh22uQaCgKha63nEa8+v/2Sjam8iQYo19CZpiY5s9hJFLIb2JnvROAukS4icZlBheUMbQCpwnrmK19jRqwYL115khn95Oj7aFL+9fw7BXQ0ZOLPSqWMgolssYLt+U+K6qsZyKUJadI1WxSKfWAgKhWGwt/FqSuVweLJ4pHo/+3FIINMKwQV/uQlTVJoqcxBs2XnxVNYum2iiqjaJkHtOmKQwb1FqjSOlzvHYrQ8F9yb2o0nLHGCrdQKWx75QjORU9wPNjR5QFBME8nxj/F4TQ2FP6KqfKPpp6H6/u/LMlkiMjvPshScOd4Euzn+Xludfy4LxgPMlSpcz+ZS91mdQGwrCKEAa2uRYhtFNwAmU7I76m+ByKmZ1cln8nv752nj97IM+NtU9T8o4hZcS/znxxGT3j3uY3mK3tWn70wkBRbI6XrufWyj+3j/lb8//IXZXPnGK+VLpzFyVzFs+Bbfbyj5dPcI11GS+/p8Hdja+e4ncrWMEKVvDL43GnjgQaZfc4P4kOAyL20WwFCBR0LbZfcv0Kpp5nsvkIg/ZFrIoGcfEpMY4bVtnX/CE7Mi+h6oc0vOnH3OepEEUuhcz2dpbi0RbP3xv8I84vhlz78O3tz6R0UBQb159CVUxMPY8mUpTqe1EVG0WzYr2rBZ7PMgmJBbmSkIn6A/hBNfbgRE04NouLmaYWCMIySmJptKCK/6tXdv3l4QQVmoZLU5YJpYsfNhZLpVGdgrqaajTJ0mNPGb1YRpG94gEC6RBELWyz/ww5ZyrXdr6aggF/O/Y9LDXH+uILmPMOk9fPY7LxEGHkEIaNRAYDwrCJL7RlGSLL6Gw3z0RRnYOV65/MaTkjCGGRtgbwghoTlXuQMs7EhaEfE/CFgabYhJGHoeXot5/GsdKPTrdFNC2PoWUJElu0ujOeZDxjHcRHL/me+toUQkVV8zwr/WZ+WvnnpJO51LarE8JiVf4ybFGMS9eApqa4N3qoHYhK6TMiDhKGNTTF5ve21vnQrlT7fGTNAd676nn8aKLKXa1vtJs7Ls+9HYHC/XyLluuecuwbii/hLd1PI5LQbUbcPiP4SePfMbQc9dYQIqWgKiYXZa9tl0QXy6eL82bqXdhmD/O1h5fPhYzozl1AuXWsbQ34vPwfsDmXYl0G/kOczwP1ryFlgKakeGSym1vdXRwpffc052kFK1jBCn45PM5MnMoHt/wZ7+h9A4P2RehaTFSPza4DGs4EmppKmhw8JCH5qJMONdYt82WTS7UX0Zd5GgC/8H8GxB1gg4WrOVUG4NHLRyHl+p7HHPGhqsNtM7Hi/1LEb/SSpjtKqb6H+dqupMRYJwgW+FvBMvLz0lEtKMO3S21CY5G3FGczdC0DqKStAS7Pvf0xx/p/MxxvjnHlCKPVO/DCOv3WuWiKjS5sutVNuNQJTsiieEGFAXUn6+VOnKCMrXeRNnqWkdMfHREPVMp8avpHlOp7ma7v5lj5xxhqhunmbrrS24giL8msKklHppP4rQKo6FoXKb2DljsTZ7q0jsRx4pdtVDl1NutRvy1iC6i02UfaGkBRMnRldiBQ2V54JbbZiyQiZXTiBVVGanci2hIpov3ffHo7KXOQdcUXEIZNGs4wUrpkzL4koK3DCS8a8f4fPXu8cP+dm38jH9/2TsaUcdSkEUUIvW0Wr2s51sizGKrf1v5twznG8WXBpsLV1sXk09vYlLmaVYUq9chjVeEqsvZmpqt388mpezgsduEFZXrMuKP29sqnGFUOkzH7ef+GD7S5cQuNKyBYFa3nTVvGeM+Vh+g2Az40+nPcoMSlqV/nwtybsfVuLjRewvO6Tz6/cfZPpZDZwdn2i3iR/SLeNfjn7WynEAZPK/wmzzGfw5+vewcbii+hI7uTBh6/v2OK43V402APuprhguybqDmjvPi+f1kJ4FawghU85XicmbiQm6ZqvGwgQ1jx8YMSpt6NH8XddJrWQdOdJmV202+ey6S7iylxjHSYYqOdYVPzAo4qR6m4w6zTd1BS8qyydhDis5p+5s3DtLypZWK7jyakaug9y4OoU0Ll+vLfQTn+/wvHcOIxpa31tLwposgll95Ml7FlyQP4ZEK5qmbJ2xuoO+P4QUQ+vYUgbCFllGSR4rE77iQDhasYK9/CfXoNXe+Igwih/bd7rj7ZCMM647X7UBULQ81QDkcIpUfZPc6Yczuv734v33W+vvw3kYMjGphYbNOeyZQyRMUfJWOtovQY51agMq/MMFOKmxziwDtipnovADORh67lSBmdSBlRd8ZYn7+anmiQ+5vXoSoGaaMHL6wTSY9N+RfSHfVx+xLi+hPH48u0RlGD+cYhivZGyo39SOkzW9+DJGBf+Zuoik0kAwIllXgJ2wRR7DSga51YRhEpI2qtIbqz5zLdjF9uLsm/nUnlGCOV29qen6cc7TLC+2KDQ3wk8f33SPUbvHu/lciNSEDl3PwbeVXPIP+uruVg6ZvcWflEexu61knBXs854uncVPlI8nnI9xvXY6o59pa/yQtufTUZXC4Ql9FfMPhs86/oidYyIQ4jhMaxyo2JP6vCUDl+4fuZuJAebQvzPERHdifPzW5jOjiXTsWmZ+sMakbhWc4or5h+Bl/yZ9gr72SLuISmP8MF3TkenHN5c98H6LQUvlS6kUgG/H7fC7hlqkFa1Xl6r87GtM/140p7vmxzgOd1rOKWuTn2z7ikKVAX0xziXq6+O8947VuEY/Ez8F7vVCXXFaxgBSt4avC4y6k/q/wTt9TSicdiiB/WIel21FU7XjBbI1T1XoLQoRqMU9YG+amzn/VsoxpNkNZ7OcS9hKFLqPp0MMhRcZxtqWt4/YZ+vjceW+bEi4VISpVLgznBi7NvxVAVvj7zodOMdmFxWrDTWrIFYbQf0m5QoSuzk6ozQkbvw5a5Jd+Ly0XFzDbKjcNEUZ202Y+hZBI1fI9yfR/nFt7Im/rX8P5Dn4qlVqI6koDJ2v3oWideUEZVrMSTtMJ/BXStKykzx+TvMKw/IXeBM4FEkk0NEsmADeJCHmhch0Ch6U4xkL+CWdc9qalASodKOMZGZSNNkpIbEY43j2V00XJHE+P0OJgTaO3xa1qBJvE8CmGha7lk3uOO2yAo01+4nOnaI+TsdVh6J2/pPpereyv80/638b3qlwllkHi2ZpgPjlIWI7y2+0/5fu2rT6mMyMKYF/iBipJmIHsxw5Vb2921ijAIEwuoIPRJW+vQVIsgypBLrebXe9/Gf9Z+Sql5JC4XCgNFGExX7kXXO0AG3N/4D7Zkn4ciNEJ5uvMe3ydZezPXWK/iFv9HzNceWvaNKKq3y55paz0Zsw9fuLxpyxg/nOql3S0sLGyzn/+17k3cPeOzK1ruvxpID8+bQ0qHQ82beN+a3+KvDn8YSvH5fbBxHasyFxKFTTYUX4RFJulK9lAUm5Iyw+HK9ehaF9eYL+QdW2b4q9XbCYNhpvbbzDdsFCF5y8Yyq9Ov5icTdQ6J3ZynP5/vVB9muHY7A1xMwekjjFxafomPT/2MUvMwkojvlsonBbsN5xh/ffT/e+InewUrWMEKniI8gXZK2X6Y59Pb8YIaLbdByuhHEsZlVOkwVb2HnL2RtdoFTMh9pESRh8KfoggNS83hhHVcv0KHtoGD9RvpSm9nNjzMFye34ysuqwpPZ7axH9+fRygGMloU9jX0LgYzOs/u8bjVv4qp2kOP2mmpqQWu7fldvjCxXDZhafYhCErM1B5GSp8xb5ylKnZS+iiKyYvsFzGjetxQ/nvqzhiuX1liGxZy2LmVf5rYkAQSrfbvw7BKlCzYQegkDRZPJSdORQiVntwFNP1Z/GAO21xDzlqNpeQ4XnpqOF9CqPRoW5j09/JQ89sJH6vFQP4qVHRuc75JELZO+JXKoLITBcGcEnMa8/ogZRkShA6FzNnktFUMl29koUN4Ab2Zcxkq/wyBSs5eT7VxaNnfJQGGyFBMbwZiIdZ/nPgeFf+l9Kag6G9AEmJrnYyVb2XWnyNnb8LTIprOyFMyR0uxEJhaxioiGTDZeAhTL6AInWdYr+aG6ieBRe/fhnOMVYWr0JUUfco2NmShMj2ElFFyLcc6jZKAIKwzUHgG863DHKwm5UwZLAuCl0IIA2TEWfpzuKhbpzz5LEaKGxht3pPoxC1HwzlG051gmvv5wfE/YU7ZhxAGWwu/hkeLY+Ub+dep/Rwof+ekgCiK/GSfFr3pc/Cj+MxaRi9Za4DZ6oOMVm9DItkst3BD+SMsBJmGVuBg6T/pyV3C81LP4a8vGefvHlrN0P157gxvTvhqMyfONADD/KT9yYn3wFMdsK9gBStYwVMFIaV81IjiVEK7y/6ORsZez9n6c6kqZfaUvo6imCjCYDB3OWmKzEZHySn9jDbvwQ/qnJ19BcPhA3RqGxiq34bvz6NpBQwt2yaYB2ELP6yjKhaeP42p98W2QdJDUwv0Zp/GRPVeVMVCUy0svYNS/ZGTxmfqfTw3cy172f+E+SmKYif8OYGipIiiVvLfR1POV8nZm1AUnXJ9HxuLL2ascW/sGPAUQQgDU+9KSmwQBBVMvZustYqmNxc7ZTgjcWaqvnuZLdGTiWLmHAa1cznSuhVF0VAVA0srEEYuERHztV2cWM7uzV/GgNiBLnUUFKaVUeb9Y/hhA9evtLOakPCzhELO3rik5K2SSa2j6U7EciVLggaBhqYV6EhvptIaSs6BmmhmeWhaBxlrFdXmUaLIpSt7Lh3aBg6Vf3CSf+6TDYGGUCyEUPj/t/feAXaVdf7/6znt9jKT6TPJpCcQQu8gdQERFUUUcO26q6iLddWvZd2fdXXVVWyruDYUVIogiqCCVOmhJoT0SSbJZNrt5dxTnt8f59w7M8kkBAQVfV5/SObeU55z7h3PZz7l/U5EeilWn8I0OhBC48L2f+Wq/A+xnTwAPenD2ZG/A9PoQNcsfOkykDyG4fJ9eH6d/tSxbCvcERrYB9+F5u9S4KZS56DMBayr/B4htFDoOLi2/uypXLPyYHbUYrxpzS8pVtdxUuYSLpqb4v/bdhsjhbv2WPvU70TgcXxa5Dh+V7+N89On8qOJn1GqTmXfYpEBzk68nj/Ur8WXLuXaJpoZdtOYw/Lk2TxRuIpDMq+lIWr0+D08Lu9irPgAUauPZKSH8dIqDKOd89suZp2zi9f39XJYtsJ/rva5bdoEqUKh+NvgTT0f57L3bv1rL+PvCuPD35/19T/LO1XiUrPH+PCSFAsZADwMPUnUmkOusZkGNdq0uYw2nkQTJpaRYUSuo2qPsrP+aEuY0/WKVO2dlGtbMPQYQmikYvPoSx5JPDIY6GZpcYSI4ssG45Un8f0yjjuO7UySKz/O9AbvoKQzyNeXv41Llnlsyt/8rK9xKlibsjyyjCxBiVbQlz2JwbYXh+bXgX7cuanzOVT/JwSCoeLt2M7zEzSBjqbF6c+8CCl9DC1KKjqAabQh8ZmsrMM04uHqXSrOGK6be57WAvnKWnzhk40NMie6hJgxh3x1M4dpp9Kvr2S2qcJKYxQPhwgWO7XNeDh0mktb/piBiDKta1iYPZvPLTifdr8nbLr3qNS3hbZoM7M+MsxOle0RfOkSiwwQjwxgGe3oejrMCmcRwiAeGaDamGCofNfT/vHyXCBxgwEgr0Kx+hQQTFg7bpHrSldRt0cw9Di+X2GkuAoI9Bml9HGcSbaV7sH1qnheiR3lB5HSRtPidKWPwPWqGHoM25nE84pI6bDVeZCGOxl+F6eCnnx9C3eMZXB8geMFgtV3FC7lPU99txXANTXimkz/A2Y4fytLMxqfmncK/7JkknMSr5nhtdoWW8hA0qThlqjUt6NpCV7R/hE0LSitHxkdxDTSrK3exJrcLzgwnSSl9wBgO5PM149gSdt5vLHznXz5hO388ZUVXj44wpefNLmt8FVUAKdQKP6R+bOCOAhEPV/7+JX8tvid8OcyMbOdUm2Ikj/KDvtRInoaz7fRNINCfQsAQmikY/NZ1nYeC7Nnk4j2My97OlV7FMcts9A4lrHak9SdCZKxAbpTh4U6UTaDyRNb5xfCYGHbS/nUkk8QiwzwvsFP8M7+f6c/fgQ3DDu866ktz9kQQTK2iKjVi90YRdcTGHqGsfIadEyWpc8J++ckPxn9MmVRwTTbQ1cE+2mPPR1NSxIxe8LSaxAsTk3pCpq2ZwPZU8jEF6OhEzEzOF6ZQnUTETODQCNmdZIy+7CdHInoAhpuYKX0fCFlgycLvyRfG2JneRWF+hZ0LcKD3u95svybWfepNcaYI9spihJ1v8hY7UlG7MepO2O4bh5dT03bWufMxMHkGoKHSpe3SoN7itVOX5OL69UQaMyJLcMyUwwkAy07gEJ9C5qwAmFfP8gAB5m/5z846E4fiaGnWp+3YbRzROb1OF4FiYfjTKJpCbpa05hBX2fgFlLkxel3ckrmPWFmVXJw+kLe3nkGrleiVF3fyiC/o//juF49HG6Y+btQqW/mQ2s/yyc3b6QvfkTzrs2Q39jdIzbwY80CYOgZtlclKzIVao7Byd2CqNXG67s/hmG0syN/B5du/RT1xg6kdDggcy4pU6c9sTQISoGImaHe2MHL2j7IT3PXs7V4Z7AK6bDWvpU3dh7EJw7fSfdJcMcT8zjmrof4de7Lz/XHoVAoFC84npOUQ2D8HOD7VXLVjcEUndDQNJPJsLzi+vWWhZHjpZHS58TM2ViaxrX132I7BRx3nGRsEZvd+7HdAun4fDzfZlf5UXy/gqbF6PH72RYZoGYPk47N5zjzYP5v/H5q9na+uvWLIF0kHsFZn4uHsY6uJ7CdAp3JA5mQfssn1vfybMrdED7U/LAx3eHB/GWtvU2jAy+c4J2dmROBpp5kcfJ0IjLGZvd+ao1xDomdy6S2i5os0EYfm+0/katvwjJSGCLSyl5G9SyjpVUcmn4to2xmsrYB00hSrW9D4rZ0x3ZX03+u8P0qVXuoJc/geuXQAWH2YQ7fr7OGBzCIoAkNKX2E0JChRI3nTWXihNC5fOIKMuV5s9xLgaYlMPUkDTcfmql74XetzNzMiVTcUeqNSSbRcLwyUjZoSK/lshD0U/3Zf9fsN2Plx/C8Cm3JFeTLazDNdnbwVKsPzTI7gqBSOiRji+iNHsKm4h/IxBeiC4O0aeI7EiEs+jMvwsOhN+ojEEHBMhwKuaZ0E7aTmzHMMxOPp/LXYejNgZ6Z38fd6c+ezCtSx/Ot7V+mO3UYw5UG47bFi5Zv446xDCdYr+DArI43Wg778AJtxExiKaenFvGz/M2Ml4Ls4m32Kl7XfiE/065ni9xBobohmHTXs5yTfgfnzdN5LA9febwfazVcNnbVXkSKFQqF4h+Pp+2JC3xB9/+Br+tpDkm9htWVX+NLF1NP0BZbyK7SwyA0DC2K7YwHDxS/TsTq4ujYq7mz+G2kdBDogcelMIiYWWr2dvqygYn0jvwdgKArfTRjpUdpCpfqevx56/OadmXhw9Fl94dc8KCS6HqCtvhiMsZcNuZ+Ha5P0pE6nP+Ydw4f2zzVL7T71GXE6iJqtRM32tEwqXs5HL9G1Mji+DWO0v4JXWgIYCeTPFW/Bdst4LoFlrSdy5bSHWHWqQR4aFqSmNVJwy2hCaOVYdL1NBGjbUbg/VzQbI6XyNARQyMZnUvF3ompJ7Gdyb30mQU9bbpmUaptI2rOwfVrYfZHYJmdZGMLGC0+CHhhdtKfJRjRySSWYmoxInoGJ/xjoikC3Z89lXYGmGSYHYV7QLotqRfT6Ah7s37+F7AnCialZ/ZVBn2UUSPLaPF+jDCo9LwybclAK61UG0bi4/t1jFCnzXGnJimPyVzMqspVRMwM5doWImYnALazKzzH3oOyc7If4lEeYpk8hG3aVtblfsm+/F9No4P2xBJK9R28veeNfHfX5eiaxecXvoY7RoL9Llle44otSaqu5Bf5n1Kpb6YzfRR3HXs420tJznrgRzhujktXfJSM4fOHEbiv8RR5bxvF+jZOi7+OH525k8/cu4DLdv3oOf++KhSK5w/VE/fc86x74poBnN76K12f0fOyO55X5LHS1SSiPQihcUrsAiQeppHEc4towmwd1zCyGHqMB+vXtUpiQZDkE7M6MfUEltlJqbGTc5Mnh8r7ktHifaGBelAect3Jlir/84c3bbJvT3Nw8PC8En6z5BVKowBMlJ/g6uEiB5tnBc3rGDNKrEKzmJs4lrjRjiniZEQPmjCDknR9B6YWw8FjlByrxRM8UfkVtcZY6EPqs7X8J3zZaPUYBsd3A+072aDh5vH9CpbZRczqpDrLxOH+EZR2ISgtp+JLguGA2CKWZF9OW+ogujNHYxppImY7K80z6E0dhZQ+8Uhvqw9q9/vq+244ZdnsgwsCk0R0PncddxEf6j8z9EO1Qiuq2QIMj2JlPR3GYl4cO4HjjVOJWlM+phPVp7BFjfHKkyRjc4OJ5zCIvrjvnXx4/lxiVu8e3yOBgcAgFV9CPDL4LO9bcKSI2UPE7MTQM7tlEj3K9W2MFR9CiAieVyZiZIhaXRgiEpZXfTy3yDGpN9OVWNnykjWMdjQtzgOlHwX9f7VNYdZ4JLQbC+zDdD3dKoHOhi5MlqYSmETYM4CbaUPnuOOMFh9meewMju9wmB87npTVx6664OB2g88dNcbRL5/k4mUT5BoulfoWBttezBvbz+ak+x7j2uE4S1Nn0ZZcwRFtZfKOxoFZnbIcxfaKSOlzfFeUm9bN45s7vqECOIVCodgL+11ObZa1NC3ChXPezk/HvrbXDJ3n1zlOP5Ob/P9lXiJCtHYCpyw+mRuGq/yh8DUiVhcHxl/Cqvz3wmZtm1hkgITVRa66Ac+rUHcm6EiuwPXqlGvb+G3loX2UI+HdAx/kmuKdbM//8Rnegr3R1Jab3bEhYPf3JJOlR5jkkZmvygZ3FL6GrqeR0qUzfQSjoV8kBBZiOgY7C/cTMdupRvvJVYKeJtevMVccxH316/B8G7sxCsIgEe2nau9EiMjU5K7RjucWkbhowsL3bTQt8HX1fB/HLYaOBXvLsugE2a5Aq8w02jD0wBnA1BO0RRYAMF57io7oMmp+jrjZQd3Ns616L7YzSSLaT3t8KROVtTxcvwGJR9Rqo2Lv2uv3pWoHOme6nsTxKmEwquN6NWxP46zeCT6+sWvGVOWsCIPN5TuIyiQ75ZMkzG7KbEbiUm/sZL3zq6CE6ozPkNr4Wf5mXtR5GodEX8q9dlOsVcfQU3heOViXW0EIjVhkAADPb8xi27Qv5LR+u2YwPKWtFvxDC4cqfGJmGxPlNdQb40jpkIzNp+IWcXHJ21taZXEpXYQIfFeDDGgEvxnMh8eVsh7+/s7+uf8m/0UAvp37fWsbw2gPh2D2dHgAnZjVzT+19bEqB+/sX8gBqR4MUWZ5/xg7J9IUH67x+51zeFg+gKYlOFo7nJ1Vj9HCA/xW6+Iri5fT8OextSK4Yvs4PVqG0dJjuF4eQ89y6cjNreyrQqFQKGbnaTNxQQYueLg3Tah/U/0NuhadYSo/HSnr/Lb4DSwjTdIULEiZ/Hj7CHfWrkTicmTsfFZEuolFBuhMHQLAMdHz+fEB/4RlBBm/mNXJBZkzSEfnIqXDUO537MvK6IfjPw9Kts8Ze/c4NfQM2eSK1s+zmZEH92bmej2viO9XGS3eR1/2pGn7eawr/DowPpcu46XHW4LArlfGpo7r1Wi4eRAammYRNTIkov3oejzMYuoYWjTsPwrOm4ovJB7pxvVKraxlM3hprk/TAkP1IOMkMPQsltFO1OqmN3k4ETNLwupiIHI4nXIuBhGy0fk4skbZHqFNmxvq5uXD9dYo1rfh+XWq9lYSVhfzzaOf5l6LMBCZCtINPUXUauPlj97CJx8JhjYC9f59HEUYRK02RuQ66m6eirOL3uzx4btyysNzN6200eJ9XPDw13ioelX4nt7qk5OhwbrrVTH1BA23iO3k8aVLKr4k1HEL7nfE7NmnMb3v1zCMdoQwscJyJ+gszr6ExZmXIKUTiET7DSZD54Zm6bThljiw7QIeq14fiiZrnJr6V+amgyEfTYsFvaDSQQgjNHKfyjaekLmYiNmzj08gmPRtrmlh6jREmDWfziHZN/Lazo/w0cE38qv8Wq7OPUFEkxx/0g4eKSS46sn5RA2XxIDHqxZt5zODR/Di9Du5aIHP8V0abamDsGWZhakSZx+1mbUlg21iNb8ufqulu+h5ZcZKD6MCOIVCodg3+wziBAa6NhWoVe0hPK9ErrwGU0+gaVZru93x/So1e5gvbfkUXx76FA/mLwszKXBX4VIu3/VZavb28K9tyWp5N7/aHiEZ6QXgpckLef38PIYIyjvBw3X2oKozfRRZa3Ca+O7ziQ5Cm+HbGo90B+/o6fDhmSSTWMzeb69gqTyc3vRRrVd8v4rnBoLFUtZpS67kwLaL8P0a273HabiTaFqUZGwQz6tQqG2lXN2MFj6wwQt10CQrs6/DMrL4vku9McFsD0MpHbozxzInuSII8Ah6xHzZwJcu8UgXBWcbneZSDC1OUY7i4jHeWMdo+XFKjR04XoWiHKEjuQLfryGEQcMtMi9+DBEzSyzSz6sz5yDQiRiZfdxTie/bgSCymw9vkUbC7CRXfoxrJ78YBsA1di/tTcf3y9QbOSQetlNgTmQJ45W1+zjv1HfX96s0nInwNUEy2ofrlcJAJvjMi9V1eF4RXYuSjPZRrm4GNAw9g6Fn8fbSTzflTeqFLh91PL+OZXbRlz2BXx3ZxeHGMoLvS7PvUiMW6SUbX0BH6pAggKRGw50MNRF9bq/8kOHSvWjCIhWby9GZfyEY5vCDgHBaUHx2dzudiRV7rK15D1LxRdNe8ViXu3q3/kCdRHQBEwzzycPGObmzxLbaA6zPXcsVQxW++avFXLZ9C+O2wNB9tLhG1/IaL+ofoTtqccqybbzljPWkjT7+ue0EFh+Ww+rWueSoTXxy7kn8c8clLG07H2jKrzzfvYkKhULxwmefQZzEnaVkFGQ0goAuCDrOzLx3n3/lT993z5+DAGOs+AD/u/3TofelR1dM59F8mrTo4qjM23lZ24fD7FWzZynQaBMYjBUfYGv+d/wliJidYbA1dS3l2kYgKDlL2cD3a+TLTzJb8BQEDZLbCl9jR/7O1uuaFqc3ezwNZwJNi7PIOKb1nqUliZhBH2KpugnwcEK9t2ZvVBAoBP2KQ437sZ1xqvVteF45zP5YreybEBYCQb66mbHiKpA+oIeZoMAeq97IUbF3UfR3MpcVxESGRws/odaYIBHtIR5mkor2djJaP+2plUTNOfh+nZ2Nx7GdPI5XZV5C4Aibqj3dB2N39NCoPuyJlC6GFmW09FjYf9nsM9RnvafTiVpt6MLENBJo6Oja3s3dNS3JaZlLpr0SHFsiyVfWoeuJsHfRC/suYxyafQsAlfpIay/XK+H5VVw3h65FySQOmHGOTGJp6+d0fH7wOelJGs4YFWeMRLTB/1uZZ7DtDCyzM9BD9MvU7GFy1Y1MVtZSdybYXLyVmNVLPDJIR5jBDqa9XTqspYxpw2hasjVAMj3j+B8bvsT2/O0z7vnStvMRIspLsu/nguxrWqXi2TCNNi7ueT3bC3dz/v1V4oZLNjofgPsbv+KTW67gzMwC3nvieqQUCFNDi2uk22u8dn6d1Vu6WPVALwnaOKe3jBYV2CMe6RWCsiv46filrM//aq/nVygUCsWe7IeewszMx55ZN8HdjV/iS5eI2dNqoN7X8MP+8I3hr/CvT3yVbfaDLI10sJGt1Nw8XanDiVp9GHqGD/edjNBmL+n+eQgMo33Wd5rWRgKDnsyJu7877b+zBxvThyOmP2R9v8bOwv0EmRSXVcUreTJ3FSAZLz+B61Vx3UKrwX9qUhY6UofziUUfQdMCqZFyfRtSBtlLiYfr5qZphMnWew03D/hhL5YJeAhE2JdmY2hRDBFll9jMiP04oGHqCaT0qLkTSOnj+y5D5bso1YJhif7Mi3DcIAM0J7GMr43cynBjFdpePyeBvpunan/2ZE6J/zOaZuFP04B7et9XnYZbomhvZ7l5GrtqT9AWW0hn+ihmK8ULoXF75Ycz9l/Sdh7gY+hJBtMnh9tZwbCI32CSYSwjRSLaQ8TqQgiDEzIXt+yxOpMH8t7eV7fO5/tlMuZAULIWFvnyEwiht0R3C5W1nH5Xnpt3zMEiHgblQQlU05K8sfOdYanVJRHtxfNtXhR9NWPFVXhelbbkciQ+28r3sKPyUJgd3zNj7ftVxLSAVtcTXDjnQITQeEI8xkBCcEDsxbPeVU1L4ssGvyqs4UXpt7Pde5wNpSQL5EoEBp5v47gVKq7kqocW8cR4OyKqI2I6kZRPT7zKo/kkv9ia4ty2RSzsyOFXfeo5E5Gx2FoRoSixyr4pFArFM2E/griZAcmUxMbUK+XaJs5Jv405iaWhCn0Z19s/WZIgWNrzAds03C5V1/PT0c+yJnclufLjXJA5jVPi/4xlZJhoiBk+pfvD/kyxxiPzSIQl0t1plmwlLqO7mYTvnb2XAIEwiylbD+8gmzdlVh/0ZBWAQMKjKeXRZLKylh+O34uuBUGApkURwgynETX2fKg3P0+fWKQfKZ2wx9EiGV+A4wZlRc9vsKv0MHW/QLk2xNHpN/P6Oa+jYu/C8xu4XhFNMzg98QbeM/BOImYGN5y6jUe6EeiMlh6hUFmH55VmvXZNS4TCu1rrD4SdpQf4fek7NJzRve43O37rXxv9+9A1i4ZXJqKl6UgdtsfWnlfcTZrGZ9zZQBBg+3xh4UFYZmcY9HogDMZqa/ClQ8Mp0XCLCKGREXE0zcI02piorOOL275PcyJUiChDuZsAOCvznlBaZrrormRj4SZ+vbOALcutPtNM4gA+OPh+PnjQOIfpS9GERaHyJLYzwu9L36KpgZcrr8XzijScUXzp7lWPD2Y6LXheha+PXIfvVxnK3cQn13+WR4pXtN4XGCRjiwDBuwfeT3/qWIarD/DK/jSXH3Am797wBy4cyLC47eXU7J3834q38D8XbuCE7nFuHbUY/qMOvqQyFvTVLU7W6YvDRfPHiacabF2d4d7NfRz9CcHXh7/yDD5jhUKhUDR5lsqmU7tZZhcHtl3IH2pXMVJ8MLA/wg2N46cCpua/BcaMgQgjDDimBzpCWJhGxyxN4pJvbr+U3xW/TdUe4lMbPsszbX6e/iALMjTN804Fkg2v9DSColNZlv1j32sMpCD2h6D8LHHR9UTrPvp+la35WzD0YNgkKPf6JKK9+z6abFCzhzGNObheoDlWqm5AiAiuHzTyp2Lz6NWWE4/0c1/hu/yieAOGFqVc24SUHrpmkTVN3nfoVpZoxyHxiFtz0IRBXGujN31UOCQw+5RvOj6fiJlB+nUkEsNob0mMTF3z0xP4pLaRsLroiC6jao8GWUl7hKo30ZK2aW4bfA93L7XKGR68P9zohZOywZCLplnoWgTHLaPrFvFIN5qw+G3hUiJGBsfNoWuRllhv0/Iq+IzK/KH8f4G8yW7nlX6Dh50b2VV5rOV5usg8gbN6qnzggTQ3Vq8KM5LB2gPbt+Zn2AwG9XDyOAhkNS3OiZlLZu1XDd6PcVrknNbvmBAm0m+0ttf0eFiKllyZ/y2T9kaSkR50AZdvNinWtvGj4VFSsp1YpJdT5u3Er0myqRodEXhqvB3pSuJzHJYcleOg7nHeefI6io0IP3lkIZ6v8e31klX57z1vwtMKhULx986zCuJikV7akgcDBNOU3ibKtU3EI72tQwphcnoqmIjrz55Ke2I5AAe2XcDczElBnxZGaMfTYHqg05k6LJRO0FjSdl5rYACCrNTU/+k/++m1WGSAXHXjrMfYl3Bw0Iz+omd93tnIJA54mvKzCP936oEcNecEgrU0A2Oduj3SChpMI4vtFGadMNydZuatiZQOnlekam+l1hhno30XTugsoKERszoQItIS170q9x3Ovc1knXd3MJkqXRyvwtbinZSdETRhMFs20jTmUKiso1QbYkHb2Xz5gI9yftvFSGm3NOP2l2ikB00YFOvDVL0JdC1C1MgSszqYLD06Q9JF4qIbac5M7y3I0YmabdxuXzMjEyilT7m2KdDk8xromoXEJx1fEJZY51Fr7MIyu1ptBe8a+GjoPRp8r0rVTUjphC0BWQw9G/7REwRf0m/QkzmRuqjw2TUeN+b/Gyl95mVOIWr1IZE0wgGY5loDZg7/nJT6V750sCBide3ljvmc1afz1QPeh2G0E7O60fQ4y9rOI5s8iDd1XcL56VcRjwwyVnwA33d5X+9ZHNlW4mMrc1zQ/jZObe8mJqN0xQ/CsDy0mCCeabAw4fKiY7Zhb/PYuG4ORm+UvgtTJM7oY2nfOJ/YcjUH3fojbgylTRQKhULx7HhWQVzNHm5lLCw9xYC2MhAp9W2amQAp6/y+8BUa7iTb83cwWVkHwFPF3zBc/BOuO4nEnXUgYrR4H66Xx/NKbCzcRHfqUKy99Kg9W2r28G7BWjPjo08zs5+i+bBvOKOhc8RzR7e1ghXJl+9VsqUp2Dq9J6xS39zqzZN4YYnVA3xS8UU4bpH2+GIOykz1Z02xe0A1le3qz57SkvLQtASuX6dSG6LhjJKvrKPhVShUN5BNLMV2CkyUn8Bxx3m49HPazEEWxk9G4hOzgqDU9eo0nHGmlzqbNMWJwSchs7z58E1sbkwSi/QTs7r3mkWajbbYQjRh0JM4lKTehZQ+k5X1mFoM05izxzWfmngzx3fFZ5SlNS1OKr6EWKSXqr2Tqr1rxr3x/QrNXxnbzRE1sph6nEp9J1V7NNTtMxDhNp5f5zs7v47n14lFgr64VHwhoGE747y+8928NPMOhAgym1Grjb7si5iorGVN7mfcWvgfQFJrjLGr+hhv73lb6PQwlbkSs8ruCNbIe3jxw7eEmT0RZtym7oHvV/ngxqv4xJarcd0CdWcCgcbhxhKuO/hMvnDyFt66qMxJsdewvO01fGTeG3nzyi2UHJN03ObCwQYDcclm8RiT9kb+/c65VLbrxOZpvPL4TQhTUMsbXLdtDnf8vB1pO+SuGeXY3xcpVJ7cp+ajQqFQKPaPP9sosmoPsSr/PaSsz8gQBAGJ3CPLlo0vDB+GAfsuJUp8v8qO/B37WXLUZymRPVO8sJw3s4wXj85lejD0bM4jRHTW/SQ+/728nWRsLq9o/8gzCl4QwbTr9ACv1phA16KUG7vY6a1umcgHn4m+lwd/QEp0tqRj4pFuktG+VkO8EBoLrGNJRPsRQkMTZjg1qxMx2mjIKjvd1cw3jkYPM4CZ6Fw0PXDamI6hZ8kmFpOMDSKExZPl3/CN+xfxaO16HK+K7eRC2Yu9r3U6Da+MEBold4R22UPUaqM9sQRTizMnsZzdg8hN2gZ+Mv4E07+blpHF0GLU7J3EI73IVpDZRGLoKXy/iu/XGS0+hOvV8bwynl+nI7USy0iTCWVgTCON51eR0mdu/Niwx3MDQuggfX5Zvo7tXq41jFCsbsYUMVw3PyPw9LwSrldnqNzg+NRbEBik48vCFU1lY5toWoJXpc/kiwtewTHR8zGNOfxg5XtY1PbS4N4b7SxtO59i9SkKlSdDfcA4r8y+k62NEgXHJJp1MTWfsrQZdzfwnbE7+fET8zls3ggd8yu86JBtHNlWYoU8iuXmaTxu7+Sjdyzgu1cv5DM3LeWLv1rCB+8YZNV4g/c/meOY97ksvuExNuau36/PU6FQKBRPzzOIFp6epuQITO/VCYhZnXTETuRk60h2aqfyx/L/zaLrFlhVPf0U4l5XsIclU6DbFp2xtuBMRpiFmU1DLXAMmP5epb55xjYRswPPb2AZqT3e2xsHZl/Fh+bN56NDf5rhLJFzt3DjzoPoiazk4iUeq9e9nA35XxO1ulr9VfHIIMdGz+PWwlcJ+rPiLW02KZnhcSuliy8blKobiUZ6WqW6oPzq7bPLbG04EQtQtXdi6El83wZ0fL/GGJtxvRqVeiAZ0pFciS/dlrOD41VYa98UTl/CAfJI8sYQdenOyL64XoF8ZQOWkUb6dXx8Pr35W7huHk2PMzd9IjvLq9g9+NsbrmzQHltCzcuhS4NeYwXbnUcxjThRLb3HcWYLJuqNXWjCxNBTVGpDSFwMo51zM2/nl7mvh8Mm/gwj+aY3a8Rsw9KSpKL9xPQ2OlKHIITOWHEUISzW5a5p7dfct1jdxKP6KDGrk0qtyrHpt5L2Y2zhRtxp39eI2Y3jlfmjfT0Js5PuzLH8c/Y0vjzU7AnVEVoU6ZcBge9X6I0JXnfqeiK3L+L+tQm+sWWcg7QDaMt2kZQJvnaYw/c3/AfXFO9mmTyEWwr/ww2lH2I3RhnecCbHbzmMhWmdjy+v0RU7gS+vSTNUllgJD9+Bdes6+ONomo3aw2wp3ILv2zyS92EH+/2ZKRQKheLP4zkN4vZFpb4VKX1q2uF0RaKwWy+zYbRzVvJtPODfzljp0WmBFOyt903X03hekTMyH+C0ngQffepzewSAMuxf2p2TM+/m1K40/7nhv/YibTCbf+TUa7YzyUUdH+Ci+S6vXPWd/RIa3umuRhPzw7LnFOOlVfxPaRUgeLz4cc5KruD0+AoMDb6x7dNErT5+svIiuqM2f7zbbGnRBZnK4MHdbIgHZqylZu9s9cXtX3A8rbwoLFyvimXOoeGMErX6WteuCYtYpJOU3kNZGwkmI6VNpb4dU0+zIHsGm3I3cmvxW8FRpR2uM0LEbCcZ6SFjzKUuixSNBAmzm1x1A5oeRwiDsjtCxMzsYZE1G0JYGMLClXU832Y996BLE993SIo5DNcfYrrN1d7Q9QSmEUfXLRpOFNev0h5fwtdOGOG+O45hOH8Lvt9A1+K4njPjeL50yNU2oesWZXsn9cY4UasjDLYrgGQw+09UvLFQCzGQlWn4NY6Ivxrf8nnrYBvvWffT8H556HoCzyu2TOz7rUM5zFzInY0H+OrwV5lukdbMbi9seylVP8dJnWXsvMYVW2waboFHKtfwmDA4Kv4aTHTuHUsyLyE5qXYsv63dAEgabh6JZEvuRpxsjQcm27htfIDPrDCZl9Q5MO3h2RpHXF9hU/6yPf5QUygUCsVflj+7nLr/eFTtIa6a+Bw/Hf3sHkHPuZm3c+5cCyE0zs5c0uqV27P0J9D1NJoWb2WYOq0oRYc9gqN9URYVbhqdaA0CPB27DwhIaXNt4Qd8eMPWab1de0fT4uQrG3jzE99mpPggs5cJJZ/c/BOuLd3OvyzO81AxyGY13CLjtsH3NyZCYd5g2+n77Z5pDOy04kTMTnQ9TjMgDjxK0/t1zcHEqkvDmUBg8O6+t1G0t+P7NXzpYjsFtlceIGJmEEKj5k4AGp5ssMBfQtTqDkuFgQetECYxq5t5ieOJ6m04skapsQNNGIxX1qBpBt2pQ3HdHD4+pdrm/Qw8NSqNUfrFCsr17UyWHsfSkvRFDiHlt4WuFU+fHfK8EqXaUOj64ON5FcbLj7NhvI1/ih4HCKSsh9/dmcdrZkwr9e14fgMINPSC7GOw7XDpXuwZQwlBr2OXluLVfR1cMVSh1tgF6ETMTk5IvrklDg2ww3kcXQgydIdeqRZfO/DDvGvgo7y286MIDE6wDiaiJXnvmjxfv2cxNRx8GcjB2M4Idxe+RQ2Hdz/5v3xs4//xB/sP5MqrCb4fGs0/VEbLj7O1/Cc2i8epuAbvPngr5524kbs29LO58HsVwCkUCsXfAEJKudenW2DG/RdaiIiia1HaE8t4a8dZPJV3+E3pB7y991/59o5vIfFDQ26wzM4ZThIRswfTSLScE57F2YlavaFt1Z7rEsKYVQZB0+Kh52dxj/cAolYftjOJoSdpiy9irPjQfgUlEbOHpYkzeCJ/JabZzsfnv4MHxm1uyH2RZ1qqCrKVFQ7Jvo7Hi1fh+zU0LfEMZR0EltnJsfGLuLP4HSJmMGRi6DGSVi8JbQ5DxdsDIeTQLQAIg8h2HK8aSHB4FdLRASw9yUJ5KFvFWsZrT+FLB9sZb/l9Blpn+x+Qm0YHrpsPBj2ERTI2SNoaoNgYpuGUGEgew+bCLbNes2G043llpGxgmV00nNHwnpVa19GXPYm6V6RY27rXyWUhLLrTR2N7Rar2KJaZImF2M1K4a9pWeiu7Np1TMu/lQ8ss3rj2j4wXHw6vI/h9aP6x0xSfXpF8GTv8NWE2T+eCjg/TlzA4b6DEafddTtRqo1zbhpQ2mpZACG3ateiBlIh0pt3fIEPZkzmR0dIqfL+KpiX5r6Xv59aRGhqC3pjFzlqDHYzzWPFnaihBoVDskzf1fJzL3rv1r72MvyuMD39/9tf/wuvYK0GGo85o8T4+X7yPwIopxnDZYX7qJN7SdRDX7NrJBvceBBqOW2xlA2xnrDWF9+z6ceRU39hudKePZKKydtYAYH8eZkIYSPygRLyfvX62M8Lj+cuBYMJxIOaxwTJZ1PZyNuZ+xWxDAoEY8J7XLsM+uMcKP2/dr6lr2f1+NbODe9qjNZwx7i7/INhfurheGderIoTGaH0VUrroWpxXtb2fWxu/D2UpahwaPZetYg0QZHfqbgFPuqzXH6DhVjD0KI7noWlRIkYbjldh/wO4wKg+0Mdrp+EE/Wfl2jZSVm8wpCAnGLXXYOhxGn6FiNk9Y0jmrOTbOCAb5StbvxJ6p+r4fgPTmIOULq6XD6eRZ5bTA9He6dkojcnqOny/wbz0i+j1B1lVv2639XqziBcLtmobqfsriOtziEX6qdpDSFnn7PR7+F35R9jOCK6bIxbpZ0P9DhIt2RCPn49/jg77cG4uLsPUE5Sq61uf48Hp13Cg2csviz+iZg/TmT6ct3Wczec3fbZ1/w5sew1LGGRu0uT/6luwnaAFYUNRcpd9LbXGGF5+9j9SFAqFQvHX5S9YTn2mePh+mWsnP8/63LV8bP1XWO/cRdro4yXxlzE3cxIgaE8dylmZ9/Gi2EWclLmEqNU3YwI0YvaQji+jK30M+5p0nHqwi9Z2QkS57uAjOCP5lv1asRAWHanD6c4chxBR6o0d+H45kFN5luUnzyvylsf+iysmvsVJkZXM9pH5stGSBdkdGQrnznb+PfeR7E2UN5tcgaHFQ+kPDSEMsvGFVOo70YSFoafRNIvriz9kvPQ43ZnjAjkMfBbJg6l5OdoTS/B9F1OLUWmMkis/TsMtoQkT368TtdqQ+C2Lqn0jAr3C+CLqjXGS0b6w/6yMlDZVd5K6M4nrFqjUd5KM9tGZPhJ3t8D76M4on3r5OhZnXgyhRAvSxfPrrSndwHd293K6QzK2qOVZ29zH9fJszt/MveUfU7dnTlQLYWEYbbu9FqHobmdN0SJnb6bujLW2vdP5DbI1VatxUvRC2qILMXdzHZkoPcaTuavCAFjQnTkWTYuRlWlWtuv0xgO3ionyar49ei3NYYgzMu/lS0vmkjR1ri7+kVpYKpeywXd3fJpybeNes8wKhUKh+OvzN5OJezp8v0yh8iQFnuSnNM3uBT3GARyYjnN7YQdv6e/FHz6fDbFVlOztaJrBSdYr+fcDXQbSZQ67YzLMVMyOEBanpt/Fg86NFKtPIaXDJx8zuaXyvTBA2Hfm7aDMBdz+Mo+7187lvIfX47jPVd9QYMD+g5HPM70MFjG7iUe6KFQ38fa+9/GD0f/bsyQsjJYo8O7s+3qmZ54kxeqmwM5LavQkD6XkjuD4tSDD5Yxh6Bkct0Sz2X60+BBCGDxcvYbOxApqjXHc0CM1X2tO8wZ6aVI6GEYblfoIrlugLbmCqj26V1mZpsuAlD6OX0PTLHLlNczNnEK+MRRKZ6xrDQd0Jg+m4uyi7BTwvMq0IwmezHt85tdL2VEPBgoMPUM80o3nN6jUt2AY7ejCCn1mw71EFCltyrUtYXm0gsRrBTzBME0YEE7jiMwbObO9lx9P3s1w/hZAD4SVpcsNu8YoVp9qbZuIzqVcG+ag1Hk8WvgJUjr8rngpppFF1yxS8SWt73Izw+u4QUl6jjafUf8B5kWTvH7ZNnx5GDf6gwxaGa4r/gSAvuwJbBPbuGj140/jTqJQKBSKv1VeMEHc7EjW5K5kTQ5AZ21tgANjZ7Kr8CC6Huf0xFv41CE1Djp+HAzBZ7ZeyOU7RlhV/OmsAUxv5lh+dsY4X37wAr64OZh0vbnwJWB2XTjT6MBxc6EAa40PDs4jktrI9zaIUHpCoOupGf1Vfx7Ty4wSxyvzpjn/itcO7z1oB+vuvpBbGl+jOUgAhL1RUwFoX/Yk+ljGTjYQEUk25W6Y9UxC6GGJWQY2aHqaiJmhau8i3xjC8xtI6ROzgsnVZu9WU6+sOfEbiCNPkogNUqptBjQMPYmuWRh6CoQW6Kx5ZaQWBbwZ1le7rQpNS9CXPgZLxNmcv5lMbBA9lJB5RfpYxmtHcUX1syRjg5Sqm/C8IvnaJtrji4kZ7YyGma4m1+S+gztebA2MuF6Biu0j0IhavfjSxQ/dQ5rdo7oWxZca0m/geRWOyryNHi3LDbkv7OWzClhVvJJu3kmhsbUl0tydOZYvLziVb2+emfFq9ndu9VaFaws0FxvOGKn4YnoiK1tB3O4yOuPeJpa1nccr5rr0nCS5pHs93L6Er478tpXp25G/gz07QBUKhULxQuJvuJz6TAmmXx8MpQ9cd5JbKt/nxQ/fyxeuXsKme9Oc2Jnn2hd5nJP5t8BrU88SMXsQIoqmJRkpruJNv+9lS8ndY9J1ugxJ0wfW0KO8OPt+TD0JeHxjyzjvvW4JNxS+0dwrnCJ8euurZ4MmDM7ornNSZ4PO/gr/tsTiM0s/xicXfyIsHzfXPpURmqisQ0gNTzp8oP9QEtEFsx47GRtsiQQDNJxxqo0gALD0JLXGGMlID6Xatplr0uNI6WEaHa3BGE2PMxA9IhAGbvbT+XVOT74NgKjVRdTqIhHpbXnrGnp2jzXpeor2xFJOto7lpanDEMKi5kziekGP3w/Gr+QXuW8jhEXDmeo9CwKxoC8R5DSLM4njBplAiQy/BzGi5hy6U4fh+nUazgSuVw4lXQAEfijxEugM+jxa/SWL05FZvH5n4vtlfpP/IqXq+pZF1gn6Kbzq1E3Mj2RmbNsMhidLj4DQiEcGW2su17axIfcrANLxZUTMDs7NvIvTM+9HCItcdSPz5SBRzefL35vHqVcl+di6z4Z9imooQaFQKP5eeIFn4vaN604yVpzkP4oP8sn1OqbZTl/ySEYqNyGRXDDnXbx8wOemHTrXlq5B1yK0WSa3Nf7EvjJnzQfhwdGXcd7cCLc8GUxFTmg7uDL3h9bgQHPKUdcz+/Rj3RstS629rMX1Crzq0SsAuM64iLPPGGLlI0n6Dy5z7XeWMsp9BBmceigGXMN2Rnig8B1A8J7Kmt3M5qeYXnbWtCi+XydiZMIeNgPfr1NzJmd4nPZnT6XqTpArP4bjTiBCWRNDizPhbabhFtH1JK5XwNDaKVLD86pI6RIx2oiZ7ZTYiJQOmpZuJbMEBkKzSEb7GS89zM+qG2hPLMMy0pTr25DSxzQ6KNeGWsH29FKsqScYZCW75L0AHJ54NdvFOobzt0y7x0HfoBDxIOuGh+eVEQiiVgdRs51CdROaZnF+28X8fOwLYRCn0XBGuWz0p8SsTqp2g9l1B/dE19Msy5r8+A+LudtZhWl0sDL5Ch4rXR1+vvng+oWFL51wre60/kbBJb0X8JXhH1HxHF7an+C2pzQMPcqd9au5ZVWpJUasUCgUir8//o4ycfsisKVqOKNsyd0Y9o15/HT0v3jb2qv5ff0eCpW1vDh6Du9cWuV4/ThOz7x/1mzQdOqiyondE3QnDwHp840lB3B69NWt930v0Ah7VgGcsHjX3P9He+qQfV5XzR6mZg/zqbU1dj0RY6SUZMfjCSLM9GGdbnXW3Nd1J/H9MoaepT976qw+tgARow3LaKdS34zj5hgtPoSUHu2RRRh64Ml5TOZiXpk6kUJ1Q+v4zV6thjPOeOlRpHTxQt20emMH9xS+iZR1PK+EZaYo1Xdgmu2AF0rI6M2V4vtVPL+BoWeQ0mes+CC2M4nvV5HSxvPrJEJrtKaxfCABE0XXLFY3ftdaz4i2mTe0n9AKiqbddQA83yYteujLnIBupKk3xinVtmLocS5ov5hH3PXEIv10pg9HIMKJ2I3UGrtC+Q6dpgevttsQQoCOoWdJRHqpuPDQhKBd9vGa9rfTRRuuV5imoyg4PH0RJ8deOyM7vKTtPIQwuXFiB7XGLm4ufIn3rfkcnlekZg+Hn5UK4BQKheLvmX+QIG5veJSq68Mmc8m1hR/w1tXbecB/hJO7krQnlqFpSQyjfQ9zel1Pc2RsLlcPdTJWWY3E47NPVXmCJ+nLngTsn0OCENFQfHfm5KyUDf53x9eZLD26X1dyf+VnfOz+Xu4eT3HFhj4eLf8SYFqJb3aLMQimW1+RPJFT4q9jd6N4CPxxG+4kQkSJmJ2tTNPO8qpQ6FdnWKzlD+Wn8P1aEKBEF7REhYPsUYNkbC5WqHc2/foNPUO+/CRVewjHaQa8go8u/BiW2UXg92pQtXfieqWWA8JURkqSjs/nrPhrEOgtL9MgwKtTqg1RqU+VfYdyN/HFoUsxjGxrfyFMNC1GOr6QufFjcbAZq6wG6Yd6bQUazgRXjH2ZzeU7aIst5IzImehGGk2LomlxLCNLYIkWIWJ2ckbq7aFl2UxWtF3I6zrfjec3eO1ggUPaYVX+B/yq/AtuLnydZubV0LO8uedjnNney5C2lem/rutz1yNlo+VbHLD/2noKhUKheOHzDx7EzaTe2MHa3C/YkruR/1j/aUaL92HqSRKR7hkSHQKDSwbey+dPHOLo9hqWmQIkdxe+QY8/l7fMOYX9NW7XNIv2xDKaD+7pAd1szgB745jEa3nE3sotO6sUHbCMoJ9tf0R9fb/Kjyd/xgWDEfqyJ8x4L+jN0hHCwjKyOF7zeD6OV6ZS344QBtvzf2Rt7heAxPUKVOvb8HdzslhmncIBiZfMeK0ZIDUDEN1I0589FYA5EUl7fCmB32vT/cBj6msraAad+fJqrpn4IunEElLxRaHocICU9d1KnDq+dFul4HhkkHikl2R0LgmjE5syo/Ya/GlSIwIdy5zDsem3MpA8hrIzwm+q15KM9uF5RaTfwG6Mtu6n7eziQe+WWfshD9IH+fiho3TGDsCXgrjus7DtJdTssdb6gt5Ag1+Wr+Nzmz4d3tvpQZoK2BQKheIfHRXE7ZUgeLKdkVklGHZVPVxX4/B5I5wSOQ8IVPXHtBH+a+gb7G/w5ft1yvbO1s8L0/+EEJFnvNp7yz9mU/0ufle8lGvyj/K5hbNn1fZGrTHBr4Y9Gt7MoE/iYegpYlZnGKxO6Zb5fg1dj8/oi2vu1cy+TSF4uPRzepjTch8QwmqVV5u47iTb87cB8D87/8Suwr17rFUgmJc9k1e0f5hMYmnrnAKB7RSoOzkiZjcQTBA3PV+b9GVPoC99DK5XQmDQcAskrC5qjQl2lR5mW+EudC1CzJpD1OpoZQddr8yT3u1sLd1Nww0sulyv1jru7pnXRdoxoeUZNEusQkTZ4uR44z0Wy/wDATj/2I18a+ly/nfFu3l7379z6YqP0pd9EY47Tr78BPv7XVIoFArFPxYqiHsWSFyuGPsci268hRP+UGHSryBElKWps/jE4DLmpU4gFhloTRju81iy0fLdBFifu/ZZCQObRpL+2BFI2WBL8Y88PCl5SfYDPF1GMJCniOO6Ba6f/BLVxgSGng0Fbi00LdB2q9rbKVc37+Zs4eOFwwp7P4/OaZn3Mb/tbBKRXl45N0LUbAuv3QknWHcPNiXZ5Ao+PXhsoHO32/Hi0bm8p/cYPrKiRrG6maZAs0RiO5M0nFEaYR9ixMzwnv63hdOdwXl25O8IS+hBhs/z6xRqQzhuDtcr0ZU6FN93Ah06rxoEpGEmsFBZR8yag0AnFRukPbIoXPHMAE7TEiyy2oN+SQA8lra9kv9Y9CEA7il9nwXJGCmrwa2rBnn9k7exo6bxoUN28o4LNnOicdw+PzeFQqFQKFQQ96wJhgrW567l7sI3kLLOuuJv+dKWYTwcvrD4zQy2nUk8MkjE7OG1nR8jFhkA2K/gbv8JApOaPcy6XDDV6HlFrin+nCM7oq0gbJ9X0sykCYNEpIvjk28E6SNlA9+vYOhxUrEFIIxWmVIIk1R8MR3pwzg18WYMPYOup8OsV1Dm7Egdjq4n2KFtZ2vhNjoiS7lrVE7zuJVhiXRPyzNDWOyo6bO85yOERkSDZQvGSET7mXKamNpW04IexnJtC5O2JG7NASAVXzLtWM1yrI/tjNGWXMGBba9hV/H+lpyKER6n6QQSs3op1TZTtYfImHOp+4VZ72nM6uT8QY92BlpyLxEZ4+X9OU6f08knFn6QYzp8EtEGHZEGDa/M57d+n68+0cfwvVHu8x7Z94emUCgUin94hJRyr7UasUcWRLG/aFpQZjSNLOnoAD9YfgZPlS1+vmOUszu7+cymLz0nml2ZxAEUKusAb49py/ltL8Ei3gruZkcPxYorLXP0d8/9OD8v3BSarAfZOikdBHrr+GdkPsAmbQNj9lriZidRLU3dL3LdwUfwkkdup1jdwlu6/43v7vh060xCWEStrhmZx+BeJffo3RPCIh7pp1LfzO4YRjtLU2dxw7FJXn5vldW5Kwj+HpnqE5sucJyILqBa34bEnXGuZrZR+nUQBppmETXnoGkGhhbD822K1XWApD97Kvn6Fir1wNRZIOjPnsxI+eFp08dTLhcCg8VtL+eEyIE8XN/Go/kfAUEwaBkpfnv4S1jUM8GXHpzPuf0lznzwKmr2MFGrj9d3vJXLpt03hUKheCHxpp6Pc9l7t/61l/F3hfHh78/6usrEPU8Ek5ENGs4o46VVvPzBr/GfW67AEx4RDdoTy+lKH0Nn+qhg+nWv2bmp5v3ZmOrXE2GAFWwrhMVr247kQLF4n+s0jTbAR9NiSBlo0v00dz0XZc+eOq5sMF0yRNfTFKmSkZ3UnRyjpUcYLt2L61f5r9Ux/NA4/nsj/zPjXLuXjoFQBkSjWY5tTgKn44vojB0w65pdd5J1xd/y4nsnWJO/Ck1LcELm4mn3UGC2soJQqW9urT0I4ELpEung+5Wwf88J5DkauzC0GBE9TcMtEYv0A4Lt+duwnRzNbF/E6mJX+VFcd3ombiqIFFqUvLeNR+o7KIixMAur05c4AtspcNd4iuwiB0/CR55waI8tQYgoQmjcXlM2WAqFQqF4elSq7S+ElHXKtY2sqm1kVT54rSdzIos4lEN7XsxgUvCtXQ8yUnkEuzEaOAiE2Z5BeQB3t1wgZmP6pOLU4MGlO39KvTFBR+pwOozF4YTjdHSkDHq9hIiSii+kVN1ArTFOVA+ySYaRnaE3ZuhZTky+iVXOb0Ovz8BaLGq2UW1M8Jva91rb720ytpkxFBhkE0spVDcRi/RTs4cRaAihscg8gbSfZAs3znoM18uzPnctAH2ZEzipvZ37K821SnzpogsrlIbxAS0sBcvWKkCSii9BEwal2jaS0X5K1Y0Ua1vwvAqaFkEL+wJ9vxxOCws0LUK9sQuAqNVNw80TNTup2dtb98sy0ryu7WyObncZtfv51fblbIlv5PrD+9leXs4RCzbh25LjOxxGaxneO/dYPrNxHh9d2Md3NtZZt49PW6FQKBQKUEHcX5WRwl2McBd3F3SSsfkAHBk7n6ei93BB5sUsScFPto9yX+UKYpEBavZ2pk8qzuboEDG7aTjjraAR4GTrLI7sMPl/uemm9gA+vmyEhu51ytXNaFqCemMX39jxI9KJJRSrG5mO55W5r341dXsETYsTMduxnTxVeyemnkbi0+wzmx4wLW17FRsKNwYZyjAr1p05lh6xlMfkhtDdQeC4E4AkK1Os4YH9uo8Vd4zTuqpcnTuJ9blrERi4bh5fjyOEga4Fgr+ByLOYsbaU1cvbOk7h/vEa97k3o+lxPK+EEBGEMHC9/IwsqUDHMrK4XhWJz7Gx1/Ak9xHT2pjUoxxqvpg/lX+ElD6vm5/jgMPGKA5bnNiZoe4t5NaRJOcv3crO0TSV7Sa76gZvWlhjQbbIv3v9nHP0Jn4xNLsVmkKhUCgU01FB3N8EXivguqt2KQDft0cxJ+MUKmtJROezMHoiZ/Uu4Ob8Zp4s3YDnV5HSIZNYTqk2FIrK+rx2ztv4be02dhXubQVLD/mP8rnBufzPziMZLd4HNPvQAhcHXY/junZQVvRraFqEldGX8LWDLb68JsHVE18EoQWeqGY7dTuwtDL0JI5bRspG6JYAjl0Oe+tmTti2+Z17XHUQxN6DpsWoOxPhq0FwdWvhf/bYfm/YTp5NlSibS7cBIhzAqOP7dTKJpZRrw0hphMGq07rnmhbno/0n87IF25m3tZfq0Kmssn5NuVYC6eJ59VaJU/puuDo31I+rErN6ecNggjXFM3iqYLMxkuG4bIZliX/D9SVzu4YweyzmdEjaKuNsfzTBzU+YnDPPYls5yaOFKJ8ZupyXpV7Ld15a4jXHVLjke0u4ZuJz+33tCoVCofjHRQVxf6NU7SEI9Wor9c08Xt9CXbwSS8RIRHv5j3nnU/cEfxqtc0RvlCPabP5j/Qi5hktUS9ORPqw1mDBpb+SxiUPI6nNDP9Wp3jAp/VCUV4bDADUsI8srejrZVHYZc6tIJOnYAkq1IRy3ONVfJl26U4fh+EFWyvFrgD+LRIrkvsK3p/08MyPYHCwQIrJbyXP/qNnDvOOJL7XO2wrUpE/NHsf18hh6Xxh0Ti8NJzl6TpHeI+rc8QDcW70SQ4u1SrvNYwW9glMElmBQtbfyng2/4GjzZZw3N8GduxayMOnzqrkl2uM1omkXbU4aGh5eyWVLLkNX1CKVrFMf03gy73NJ3+tZmXHZMtTOYw9n+VnhlyghX4VCoVDsDyqIe8EgWz1gAB9Z/21SsQHm6odwiD/IkkyRLyzrYnnHGL/bejjXbWtwIw8Cko7IUjaUTeb68zhz7if45vB/hwGPh5QezfnkQGpE0h5fzCGZOj/dYnJb4euAH0huSBeJRywygO3k8dwinnSwtCQVdwxTi+H7tdY0axAY7jl5CmCZXbheOdSdCwK/oGz57IRtZwaOQRCUjC+gVN0EEJZSZ+I4k/xuJEP23hq252MZKVyvhu1M0pE6nMnKWnzfxjQ6kOGwxnQiZjcRPUVGj3BS1wSHZiMs6R2n7RDwbQ9coOGBJhhdE2NVPk5/QrBqaw/XbNVZZ49xV2MH3xxZR6m2uXXPFAqFQqHYH5TEyN8FAtOYQ1/qSE6NHIkAbrUfZCh3M7FIP/XGOOBzSOZ1/N8hCS58bDu77NWUqhtbWTWBgW6kcd1JTsq8h+WJNL+u3s6O/N0EQVHQ56ZpMZLRuQihUaxuJJtYTqG6AcvIomsRKvXNYUYvKO/2Z09he/6P09aqo2kRpPSJWd14vo0nG3huEbmbv2ssMkDDLeJ5xWd+R4SFoadbPXYRs4eGO7mbi0RQVo5Huqnau1iaeQkRGQvlQILBh1hkgJjVEXrYTv2qxCIDnJV4HXFd54gOjYvPWo9mCrSEhrA0pCsRmgANtt4ZJRZtoOmSLz04nyvzd+52TxQKheLvByUx8tyzN4kRFaX9XSBx3HGGcjfxQ24isHcK9N9Oil7Ik7HH2FlexQb7ds59dD4Vd4xXpV+NnZBcW/gBtjOJlHVcdxLT6KBGnV9XH2ZH/k4Cc3hrWpZIo1TbjBAG6fgiKvYI0m/gSxfbbk6lTunf7R6sCASgoWsWtcausHyqETE7iUU6yJefwDQ6cNxxGm5xD//VPZkKLoPA0UOIKN3pIxkp3EMz8ErH5uL6XeTKj83Y29DjrX7ETeXbsIwUup5uBY41e5iavX2GRp5htJOOzmVe0mJFxuflS7ZidphgafglBz/noiU0pCcRMZ2qbTJwZIX1f8py6fb/bZVjFQqFQqH4c1BB3N8lzTJpg5sLXyIwVBc47jjl2hbA5x5zOW/vXYbjv4k1/hCrcz/D0FMcknwlD+S/xwzNMxGYsUu/QVD6DHrOipX1wcAD7l4Dk0ziAHzpUqquB0J7KtnA8+voRhrfN5B+Hc+vU67vCC3A8sFV7EcGTggdZBAYBgMVHnOSB3JG9GQuL9zd2m6ivHo3j1edeGSAWmNXa8rX0GKUa1tY3vYq1hVuRPp1LLMD2xmZEcBd0H4x5/RLFiYLrFy5C2ueBZqGljDB9ZG6DxLGHjXRNElHtoLeZnH9tg4VwCkUCoXiOUMFcf8QeNMKgUFwtjZ3Df9eytAWX8Qrky/mfXP/Hw9OCBxf8lBBD3vVgr2CPrcIQouGE61aYMuF+7QtXLXGBK431RM3vUfO84LJ1vbUoeQrG/C9CvHIvFBKZf9olkfltL67idJj/NIthNm5angN1cChIdSo68uegECnag8zL3s6O8urqNpbAcna3DWclrmEIW0TW4ozM4lHJS7ixC7BSw7ZjJn0sQYshKHhV12kFWhni/C/7YtsytsMIikXLyc4NFvn0OxbeCT/I9TwgkKhUCj+XFQQ9w+Lh+tOMlac5KeNcT648gwuOrGIXdIwb/0wvyz/gV2Fe2n6kkpZR4gkhCLE+8vumSffL7cssZoBmONVQtcG2QqkutLHMFq8n/1v9A+yjRKXeHQumjDCQDTAMrsCJwk3B8CgXMmEtgvw2Fa4Y7ehAo/bSpchpdvyigUwjQ6+cajG0qUbifRpiIiJMDSwNISrIasufsnFq0giB6QwLYdMJnDR0NoixHSPTY2p7KBCoVAoFH8OynZLQaW+mYP/+GsGfryG/7x9MUvS8N2lJ3Fe+0da5u0w5cAw3Z91f9G0OJqWRNPivK7z/aGTAoCg1piYVjoNAqlCbYjZArhgglW0fiIUCRZCh3AQR0qfuNk5Y2J1bvI4lqbOah3z3uJlSHwiZg9nZy6hLblixnl8v4auRclOe93UE2woJakXDETCQER1sDRwfbQ5MbT+NNKF9U/MoXRfBXtLnfzjgi/+ZCHzP7GFM+6/LHS5UFk4hUKhUPz5qEycAggkOOqNHVxafgxNi3Nm+l28eaHGro1H4aZsssZcNuVuaG2/ZyAnaEuunDY4MFMLrlnWXN72Gm6s3jgtwJLTDOSD44DEdkZmXWfToUJg8Jbej/CjsW/hupNI6SHw0bQ4p8cvpCdmcVnhntYaSt4IuWlZNSkdNuRvREqH35W/h+fu3n/n43p5KnWDeGSQqj1E1R7iPRvv5MP1U3nH3A0YnSa4En1xB7g+ZBKIDTm620v4juAnty/m09vuYTh/+X58AgqFQqFQPDNUJk6xB75f5ab8f3PRI1/ngeovOFQ7lff3HcrFA58gYvaEpvXRGftoWoKzYi+bfpTdjhpkz0pyjMnK2r2ee3nbq0lE97SdMox2lradj6FnWNH2zyA07q8NYerx0FzeC9wU/CoVv8E5fQ4dqUMIJE2SHCiO4xTz7GlHlC2tPNednCUoDTJ2lpHiX7rfiKFnAZisruPX2yvkNlloKQt9fjtELGShCqUqWkQn3ddgbCzJhzZdw3D+lr1eq0KhUCgUfw4qiFPsFd8v03BGua30HX4xXOSDK0c4J/VmsomlWEZ2t21rPOA+QTwyGL4yVQq1zC6SsYVAIDkyXYJkZnkUnspfR7W+bcaxDaOdV2Xfwc8O6eXY5Bs4t20RAI/nL8fxqiyNnY4QVmv7Pxa+zoc2bsCVjXC4ocI2bTN5rx6ea+p8wfn1vdwBnf7YEXz4iCE+uuASjsu8C9crs0Fbg2H4SCcQ8qVmI9oS0HDxbY+d61M8NDaHQkXZ2CsUCoXi+UMFcYqnxfer3Fn8Nitv/R2PyCf47OBLWZQ8FWYMOHhsLtxCrbFzj/0bzmhLi03Tkixvew0AqfgSXt/9ESyzE01L8qo5/w9dTyJxiZg9JGNBsPa6jnfyugUeW8oJxrURPrfps62hCN+v82j+R62f57e9hERsEBebTw2+kgWZ09G0BAV3GzaBNEoiOh9Ni3Na5n3827yP0p89acZ6hbDQtCRfWP4xBvy5fOGhQRYkPP73CPjPRR/kyhXLSS90kVWX+h07cJ/YRe3WHUjbweiJ07OohOML9sxGKhQKhULx3KF64hT7hZQNqvYQm+ytXCa78YU3Q2AXmGGvJYQF0qctdRCTpUemHckn489B0+Ica76csuPhelV8v8wt9g1hb5rgDZ3/QrHh8fPa5/lN9WZufEqjbI8EnrLTj+ZXW9OuAO2yj4t6j+SXubW86dgNLH1iKW99Kuh3e/O8LJGh95LQLG72fkADj5f1VVmUPJH35O8gYnYGmnDSQQiDpCH57nEVbh5OsiBRY8GCSd7dm2fzcDvOJLgFB82CxohHedwilopBVxZWl/nQlltRFloKhUKheD5RQZziGSJZlf8eqfgSTD2N7Y/NeFfX01zQ/m/EDMGVk5czXz+SSR5pve/7Ve4rfBuAO2tXzvA0zZefaP37sh2fI8hkScaKD+xzRdPLs6srv0bjZRwdWUp0YDPHetv5rjyKO8ainHfIBlYXFvP14UtxvTwPVH+BJ1/PxrJgIHsKHxs4jsuGRzgi3kveDjxl+5YXeV1vCSsrMXoj4EsGvRy3PjKPj24Y5vw5i0iZkjcctAW5KwgWrT6TcxP/xHcL9zzLe6xQKBQKxdOjyqmKZ0WpuoGGO8lMuQydntQR7GrUuKpwFVV7iFX57+31GPXGjrAnbU+E0NH1VGuAQggLw2h/2nXZzggP5X/AkR0CrSNKYrGO7Ws8mqvx7psWcOnwV1tG9hKfVz5yJV/f9kV6WMhpfWO8uruPiuMzkDQ4vK3E7+8e5I4n5uFWofS4g72lwWQuzoRtcGpyIQ+O17lmxySxdgc0gbRdpC85o9dlsO3F+3s7FQqFQqF4xqhMnOJZIpGygabFubjvA/wkdzWFyjpOj5zAmb0+tz46FHquBr1qiegCqvVtSNyWa4LA4LVdH+ZnE1/fw2KrO300Eo+E1oErbVKik1FvHWPFydkWs9vKPK4cnuSNq6rYZYP/Xl/insI3acqXQCB18v/mLeHd63+BlHUeyv+A8x64gB3OPeTKq2lPrWS0dg43lK+mO7KCwzcvJ25onNItWV3UGYhLPn7MENtGs3zk0QjX37eQCwa34Yw6OAXBlzbk2Vq89bm+6QqFQqFQtFBBnOLPQkqfNy4ssnDsfG4badCf0Hg4pwE+57a9n+tzX0XKOlV7OxGrC9sZR8ogeyeRrG7s3M3TNGCkcA9C6Bh6mrmp4zBlhPHiw0+7Hk2L05FcyeONm/jXGy7ggvk+NdF0jWj2qOms1BaztqRjO4XwHZfVuSta27wy+VJO7/G54pHNFKtPsZ6gVLwg9V7unSywzE7z1p4GgyJHuzGXyzc3cH4+j18P+9zeuJmJ0mPPShRZoVAoFIr9RQVxij8LKetcN5zhA8ds4oCNfVw55PHL4s8w9DT3eLeHdlYghEG9sROQJKILqNS3Ah6P5L8/43ialsTQ4zjOJPFIP1L6lL1R5ovF+xUUSb/BePlxfL/KVfZX+dcl76Qupnu3xjki9Xr+5N3DVZvuADx0Pc1g+mS2lu7GdQuAx85ag29uqsI06672xDKOaKvzX1uv467SGPf+5FVsadxLqXo5ILj5UTXIoFAoFIq/HCqIU/zZPDJZJ32Yzq33RLl812cRwgR85mjzOav7dH686zMzhg9qjcCzdHp5czqaMOhMH8Fo8T4AqvYQf+Sh/VqLxEX6QbAnpctjhRhz/C4Mox3PK3NA5pW8baCT67dl2M4d4XY+DVnF84I1WmYXvy18tVUKFiKKZWSp2KO8ee3tLX/Xx2c4MagATqFQKBR/WfYZxDVV6hUvfCT+Hn1nzxXzEhEKqzzuyU0Cfiv7trZwAyOJxQBEzB4aznjLVQEEmpaYIUsSiwxQs3dSb5RnTK0G63/mpUkpPX62fZwkMfqSR7KjdD9b7fv5+NA6bLeIQICwMPUku8qP0p85gYZfptIYpeGMto4TMduJR7qYLD2yh8TJ3xualkQT6iO8JGQAAAYiSURBVG87hULx7IkZ4uk3UjwnCCnlXlMIuTe84S+5FsXzyNiuFCtuvWo3n9LnhmRsESdFXsUD/h8ZLz48a8AVDDMEvqd7IohH5nFY9GXcU/r+jKzd/tKWPJhibcusger0QYpUfBHF6jpikX5q9nZAcmj2LZTEBLvqgcRJU5g4QOcl2Q9wY/7L/L0b1wsM7jjh31ixcNdfeykKheIFTCTjYw1YT7+hYr8xPvz92V/f106pFeov8r8XdKOIeJ4UZcq1jdxY+yIgSMeXYjsFbGeM6UHPnoFdUErVtCSaZlG1h7jb/sazXkOhugnfr+3xuhAWb+n5ED/Y9RV8v0qptplEdH7YkxcElBvs26k1xpDSpyO5gkp9W6uUCh435r/4rNf1QmNutqh+7xUKheIFgtKJUzyHSIrVp3C8Mue2/TuW2fW0e/h++TnIDgrmZk7EMDIEZdr41Iqkx5bqVGZP1+LomsVUgKlTqW/D84pI6dKpL26VgxUKhUKh+FtGBXGK5xzfL/Moj/GS1Fv2KuYLku7Mcft4PyiR7t2cfiZHa4fznv53M7/tbF6WuQQIBhTikQE2aGtCezA4Mfkm+iKHTNvTQ0qPiNmDlHVW536KGlJQKBQKxQsBVTdRPC9syd3MQGYxupHea6ZtvLw67JObnaaG29Mh0Llq4vPo+RS+V2VI/AGA0xJv5OC2GF8a+lJr2/vqV6NrEXQ9TWfyYCJakpI7wkL9KB7MX/YMrlChUCgUir8uKhOneJ7wuKtw6bQATueYzMVErb6pLbwiIPeajfOlg6bFnvZMQb+dRIhgcKHZz3Zb9adsKDjEI700y6c1e5iqvZML2v+NXcUHGcrdzGTpERXAKRQKheIFhwriFH8RLuj4MG8fbMfzG3u8N7t8iGBe4niE2NdXVLT+q2lJPK+KrkUA6M+eSsPN88vJ/6Zq78Iyu0jHlwWTqn6DX1euRso6qnSqUCgUihcqKohT/EW4avKr/GrY4/DEq1um9nsypS2UiM7nABbjeZUZr89EC/fS6UytRMo6heoGhIiyq/Qwvl8LdenKnBj/Zy5f8QoWtp2DxKVYXfecXp9CoVAoFH9pVBCn+Ivg+1Xu8W5nRNuMEAZBYBYEZ5bZhRAWU19HnY7YMq7PfQHwQgeI3RE0S6QSl6iWIRYZCAI3aeN6eYIsm2AgezobxGqGaxZDpTvD/VUGTqFQKBQvbFQQp/iLMVp8mJy9ueXSIITJkdl/4R297yAZG6QZlAlhMpS7iWagNaXZNoVldiJEdEY/3cL4yQgRYfcA7fXtJ3DTkYu4bHj78yJ2rFAoFArFXwM1nar4iyFlnWL1qeZPIH3+ua+Hb+18gkp9O5qWBPz9cmyYssUKsnlDuZuZGbzpBEGhxuaSR74eYW31+ufsWhQKhUKh+GujMnGKvxoSlw+s/TLrc7/E96tomsWCzBn7vX8qvoRm4DaQPY1M4gAANC1Of/YkhLDQtBhX577NGQ9ev4cfq0KhUCgUL2RUEKf4qxJk3YJAzNTjvLPn4P1yegBByupt/bS9cCfFyvrWMbfn/4gQBtKv47qTVOqbn4fVKxQKhULx10MFcYq/GWr2MP859DNcr7zP7ZKxRQh0duTvaL0mZWOGVImhZ0nHF+5FvkShUCgUihc+KohT/E1Rqm542p64qr0Ty+xgb5ZcAoN39V+CpSWehxUqFAqFQvG3gQriFC844pFefn7Im5jfdlZodh8Ec03je4nLN3d8g9Hi/X/FVSoUCoVC8fyigjjF3xj71m8TIkomMo+ddYPR6mp608eQiM4DwNTTNKdVAykRpQWnUCgUir9flMSI4m+SiNmDEBqWkSJudjJSuKv13kT1KT6wfhNVe4iqPdR63XZG/hpLVSgUCoXir4IK4hR/k5yeeAMbxCY2FG6kYu9svS5lXUmFKBQKhUKBCuIUf6P8yb2RQmVDaFKvUCgUCoVid1QQp/ibJF9+4q+9BIVCoVAo/qYRUkrV/a1QKBQKhULxAkNNpyoUCoVCoVC8AFFBnEKhUCgUCsULEBXEKRQKhUKhULwAUUGcQqFQKBQKxQsQFcQpFAqFQqFQvABRQZxCoVAoFArFC5D/Hw4xmjNplNy6AAAAAElFTkSuQmCC\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "yr = 2020\n", "curD = rasterio.open(out_ghsl.format(year=yr))\n", @@ -159,30 +104,9 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "yr = 2000\n", "curD = rasterio.open(out_ghsl.format(year=yr))\n", @@ -200,22 +124,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python (geog)", - "language": "python", - "name": "geog" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.7" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/MAP_Urbanization.ipynb b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/MAP_Urbanization.ipynb index ed5ef70..5edfcee 100644 --- a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/MAP_Urbanization.ipynb +++ b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/MAP_Urbanization.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -39,17 +39,9 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['BGD', 'AGO', 'COL', 'EGY', 'ETH', 'GHA', 'TZA', 'VNM', 'BDI', 'BEN', 'BFA', 'BWA', 'CAF', 'CIV', 'CMR', 'COD', 'COG', 'COM', 'CPV', 'ERI', 'GAB', 'GIN', 'GMB', 'GNB', 'KEN', 'LBR', 'LSO', 'MDG', 'MLI', 'MOZ', 'MRT', 'MUS', 'MWI', 'NAM', 'NER', 'NGA', 'RWA', 'SDN', 'SEN', 'SLE', 'SOM', 'SSD', 'STP', 'SWZ', 'SYC', 'TCD', 'TGO', 'UGA', 'ZAF', 'ZMB', 'ZWE', 'MAU', 'MAR', 'DZA', 'TUN', 'LBY', 'PAK']\n" - ] - } - ], + "outputs": [], "source": [ "base_folder = \"/home/wb411133/data/Projects/MR_Novel_Urbanization/Data\"\n", "dou_pop = \"gpo\"\n", @@ -69,22 +61,9 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/AGO_URBAN_DATA_new_naming/FINAL_STANDARD/ago_gpo_urban.tif\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/AGO_URBAN_DATA_new_naming/FINAL_STANDARD/ago_gpo_urban_hd.tif\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/AAPPC/Delineations/ago_cpo15d10b3000_cc.tif\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/AAPPC/Delineations/ago_cpo15d10b3000_co.tif\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/AAPPC/Delineations/ago_cpo15d10b3000_ur.tif\n", - "08:55:44\tAGO\n" - ] - } - ], + "outputs": [], "source": [ "# Generate comparison of DOU gpo and DB cpo15\n", "iso3 = \"AGO\"\n", @@ -119,9 +98,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "with multiprocessing.Pool(len(processed_iso3)) as mp:\n", @@ -130,7 +107,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -147,7 +124,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -186,29 +163,9 @@ }, { "cell_type": "code", - "execution_count": 19, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10:25:01\tNAM: {'urb_jaccard': 0.006563989261262187, 'hd_jaccard': 0.050436400057232794}\n" - ] - }, - { - "data": { - "text/plain": [ - "'\\nwith multiprocessing.Pool(len(processed_iso3)) as mp:\\n all_jaccard = mp.map(jaccardP, processed_iso3)\\n\\n'" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "def jaccardP(iso3, debug=False):\n", " country_folder = os.path.join(base_folder, f\"{iso3}_URBAN_DATA_new_naming\")\n", @@ -217,7 +174,7 @@ " try:\n", " comboRes = urb.generate_combo_layer(pop_type=[dou_pop, db_pop])\n", " res = urb.jaccard_index(pop_type=[dou_pop, db_pop])\n", - " except:\n", + " except Exception:\n", " res = {\"urb_jaccard\": -1, \"hd_jaccard\": -1}\n", " else:\n", " comboRes = urb.generate_combo_layer(pop_type=[dou_pop, db_pop])\n", @@ -237,392 +194,9 @@ }, { "cell_type": "code", - "execution_count": 20, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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urb_jaccardhd_jaccard
MUS0.5560070.500252
GMB0.2804110.626646
GHA0.2593830.571611
NGA0.2451560.482058
MWI0.2439070.148016
ZAF0.2320320.481568
KEN0.2260920.139112
TGO0.1712490.593245
BEN0.1653980.480615
RWA0.1415130.367058
CIV0.1333220.520452
SLE0.1289470.468632
LBR0.1233140.533381
SEN0.1166830.613496
UGA0.0913400.229720
BDI0.0856740.429215
GNB0.0829890.441071
CMR0.0744840.466440
GIN0.0718730.420342
CPV0.0611650.058824
AGO0.0594290.463105
GAB0.0590850.246808
BWA0.0570850.089118
TZA0.0564510.215377
ZWE0.0555750.294069
ZMB0.0498120.328269
COG0.0449970.344596
LSO0.0448560.186817
COD0.0416390.275797
SWZ0.0372570.134605
BFA0.0360020.280137
MOZ0.0343470.193349
SDN0.0339670.167984
MLI0.0320220.240408
MDG0.0256750.068462
CAF0.0190920.094464
MRT0.0190680.176600
SOM0.0183690.151198
NER0.0176680.096126
ETH0.0170800.137573
ERI0.0117110.103055
TCD0.0100380.071900
STP0.0075010.010929
SSD0.0071330.044908
NAM0.0065640.050436
DZA-1.000000-1.000000
MAU-1.000000-1.000000
TUN-1.000000-1.000000
LBY-1.000000-1.000000
MAR-1.000000-1.000000
BGD-1.000000-1.000000
SYC-1.000000-1.000000
COM-1.000000-1.000000
VNM-1.000000-1.000000
EGY-1.000000-1.000000
COL-1.000000-1.000000
PAK-1.000000-1.000000
\n", - "
" - ], - "text/plain": [ - " urb_jaccard hd_jaccard\n", - "MUS 0.556007 0.500252\n", - "GMB 0.280411 0.626646\n", - "GHA 0.259383 0.571611\n", - "NGA 0.245156 0.482058\n", - "MWI 0.243907 0.148016\n", - "ZAF 0.232032 0.481568\n", - "KEN 0.226092 0.139112\n", - "TGO 0.171249 0.593245\n", - "BEN 0.165398 0.480615\n", - "RWA 0.141513 0.367058\n", - "CIV 0.133322 0.520452\n", - "SLE 0.128947 0.468632\n", - "LBR 0.123314 0.533381\n", - "SEN 0.116683 0.613496\n", - "UGA 0.091340 0.229720\n", - "BDI 0.085674 0.429215\n", - "GNB 0.082989 0.441071\n", - "CMR 0.074484 0.466440\n", - "GIN 0.071873 0.420342\n", - "CPV 0.061165 0.058824\n", - "AGO 0.059429 0.463105\n", - "GAB 0.059085 0.246808\n", - "BWA 0.057085 0.089118\n", - "TZA 0.056451 0.215377\n", - "ZWE 0.055575 0.294069\n", - "ZMB 0.049812 0.328269\n", - "COG 0.044997 0.344596\n", - "LSO 0.044856 0.186817\n", - "COD 0.041639 0.275797\n", - "SWZ 0.037257 0.134605\n", - "BFA 0.036002 0.280137\n", - "MOZ 0.034347 0.193349\n", - "SDN 0.033967 0.167984\n", - "MLI 0.032022 0.240408\n", - "MDG 0.025675 0.068462\n", - "CAF 0.019092 0.094464\n", - "MRT 0.019068 0.176600\n", - "SOM 0.018369 0.151198\n", - "NER 0.017668 0.096126\n", - "ETH 0.017080 0.137573\n", - "ERI 0.011711 0.103055\n", - "TCD 0.010038 0.071900\n", - "STP 0.007501 0.010929\n", - "SSD 0.007133 0.044908\n", - "NAM 0.006564 0.050436\n", - "DZA -1.000000 -1.000000\n", - "MAU -1.000000 -1.000000\n", - "TUN -1.000000 -1.000000\n", - "LBY -1.000000 -1.000000\n", - "MAR -1.000000 -1.000000\n", - "BGD -1.000000 -1.000000\n", - "SYC -1.000000 -1.000000\n", - "COM -1.000000 -1.000000\n", - "VNM -1.000000 -1.000000\n", - "EGY -1.000000 -1.000000\n", - "COL -1.000000 -1.000000\n", - "PAK -1.000000 -1.000000" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "res = {}\n", "for cntry in all_jaccard:\n", @@ -647,9 +221,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "temp_res = res.loc[res[\"hd_jaccard\"] > 0]\n", @@ -741,22 +313,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python (geog)", - "language": "python", - "name": "geog" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.7" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/NGA_specific_results.ipynb b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/NGA_specific_results.ipynb index 3300912..a64103d 100644 --- a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/NGA_specific_results.ipynb +++ b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/NGA_specific_results.ipynb @@ -12,57 +12,34 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "5f74a6af", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/.conda/envs/ee/lib/python3.9/site-packages/geopandas/_compat.py:106: UserWarning: The Shapely GEOS version (3.9.1-CAPI-1.14.2) is incompatible with the GEOS version PyGEOS was compiled with (3.10.4-CAPI-1.16.2). Conversions between both will be slow.\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "METADATA Library: Could not import arcgis libraries\n" - ] - } - ], + "outputs": [], "source": [ - "import sys, os, importlib, shutil, pathlib, datetime, math\n", - "import requests\n", - "import rasterio, elevation, richdem\n", + "import sys\n", + "import os\n", + "import rasterio\n", "import rasterio.warp\n", "\n", "import pandas as pd\n", "import geopandas as gpd\n", - "import numpy as np\n", "\n", - "from shapely.geometry import MultiPolygon, Polygon, box, Point\n", - "from rasterio import features\n", - "from datetime import datetime\n", + "from shapely.geometry import Point\n", "\n", "from tqdm.notebook import tqdm\n", "\n", - "#Import raster helpers\n", + "# Import raster helpers\n", "sys.path.insert(0, \"/home/wb411133/Code/gostrocks/src\")\n", "\n", - "import GOSTRocks.rasterMisc as rMisc\n", "import GOSTRocks.dataMisc as dataMisc\n", - "import GOSTRocks.metadataMisc as meta\n", "from GOSTRocks.misc import tPrint\n", "\n", - "#Import GOST urban functions\n", + "# Import GOST urban functions\n", "sys.path.append(\"../../../src\")\n", - "import GOST_Urban.UrbanRaster as urban\n", "import GOST_Urban.urban_helper as helper\n", "\n", - "#Import local functions\n", - "import novelUrbanization as nu\n", + "# Import local functions\n", "from novelUrbanization import *\n", "\n", "%load_ext autoreload\n", @@ -71,7 +48,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "1435e666", "metadata": {}, "outputs": [], @@ -90,7 +67,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "id": "d692b6bc", "metadata": {}, "outputs": [], @@ -104,43 +81,31 @@ "\n", "for root, dirs, files in os.walk(urban_folder):\n", " for f in files:\n", - " if f.startswith('nga_'): # grab all the 250m resolution files\n", + " if f.startswith(\"nga_\"): # grab all the 250m resolution files\n", " if f.endswith(\"_urban.tif\") or f.endswith(\"_urban_hd.tif\"):\n", " dou_urban_files.append(os.path.join(root, f))\n", " if f.endswith(\"_cc.tif\") or f.endswith(\"_co.tif\") or f.endswith(\"_ur.tif\"):\n", " db_urban_files.append(os.path.join(root, f))\n", - " if f.startswith('nga1k_'): # grab all the 1km resolution files\n", + " if f.startswith(\"nga1k_\"): # grab all the 1km resolution files\n", " if f.endswith(\"_urban.tif\") or f.endswith(\"_urban_hd.tif\"):\n", " dou_urban_1k_files.append(os.path.join(root, f))\n", " if f.endswith(\"_cc.tif\") or f.endswith(\"_co.tif\") or f.endswith(\"_ur.tif\"):\n", " db_urban_1k_files.append(os.path.join(root, f))\n", - " \n", - "pop_files = list(set([\"_\".join(os.path.basename(x).split(\"_\")[:2]) + \".tif\" for x in dou_urban_files]))\n", + "\n", + "pop_files = list(\n", + " set(\n", + " [\"_\".join(os.path.basename(x).split(\"_\")[:2]) + \".tif\" for x in dou_urban_files]\n", + " )\n", + ")\n", "pop_files = [os.path.join(urban_folder, x) for x in pop_files]" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "24559503", - "metadata": { - "scrolled": false - }, - "outputs": [ - { - "data": { - "text/plain": [ - "['/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_cpo20.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gpo.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_cpo15.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_upo15.tif']" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], + "metadata": {}, + "outputs": [], "source": [ "pop_files" ] @@ -163,25 +128,30 @@ "metadata": {}, "outputs": [], "source": [ - "hh_2018 = os.path.join(hh_folder, 'NGA_2018_to_GIS.csv')\n", - "hh_2022 = os.path.join(hh_folder, 'NGA_2022_to_GIS.csv')\n", + "hh_2018 = os.path.join(hh_folder, \"NGA_2018_to_GIS.csv\")\n", + "hh_2022 = os.path.join(hh_folder, \"NGA_2022_to_GIS.csv\")\n", + "\n", "\n", "def read_file(in_file):\n", " curD = pd.read_csv(in_file)\n", - " geoms = [Point(x) for x in zip(curD['hh_gps_longitude'], curD['hh_gps_latitude'])]\n", + " geoms = [Point(x) for x in zip(curD[\"hh_gps_longitude\"], curD[\"hh_gps_latitude\"])]\n", " curD = gpd.GeoDataFrame(curD, geometry=geoms, crs=4326)\n", - " return(curD)\n", + " return curD\n", + "\n", "\n", "hh_2018_data = read_file(hh_2018).to_crs(template_r.crs)\n", "hh_2022_data = read_file(hh_2022).to_crs(template_r.crs)\n", "\n", + "\n", "def get_pair(t):\n", " try:\n", - " return([t.x, t.y])\n", - " except:\n", - " return([0,0])\n", - "hh_2018_pairs = [get_pair(t) for t in hh_2018_data['geometry']]\n", - "hh_2022_pairs = [get_pair(t) for t in hh_2022_data['geometry']]" + " return [t.x, t.y]\n", + " except Exception:\n", + " return [0, 0]\n", + "\n", + "\n", + "hh_2018_pairs = [get_pair(t) for t in hh_2018_data[\"geometry\"]]\n", + "hh_2022_pairs = [get_pair(t) for t in hh_2022_data[\"geometry\"]]" ] }, { @@ -200,28 +170,29 @@ " cur_name = os.path.basename(urban_file).replace(\".tif\", \"\")\n", " cur_res_2018 = [x[0] for x in list(curR.sample(hh_2018_pairs))]\n", " out_hh_2018[cur_name] = cur_res_2018\n", - " \n", + "\n", " cur_res_2022 = [x[0] for x in list(curR.sample(hh_2022_pairs))]\n", - " out_hh_2022[cur_name] = cur_res_2022\n", - " " + " out_hh_2022[cur_name] = cur_res_2022" ] }, { "cell_type": "code", "execution_count": null, "id": "a1bf419b", - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "out_hh_2018 = out_hh_2018.to_crs(4326)\n", - "out_hh_2018.to_file(os.path.join(hh_folder, 'hh_2018.geojson'), driver='GeoJSON')\n", - "pd.DataFrame(out_hh_2018.drop(['geometry'], axis=1)).to_csv(os.path.join(hh_folder, 'hh_2018_urban_attributed.csv'))\n", + "out_hh_2018.to_file(os.path.join(hh_folder, \"hh_2018.geojson\"), driver=\"GeoJSON\")\n", + "pd.DataFrame(out_hh_2018.drop([\"geometry\"], axis=1)).to_csv(\n", + " os.path.join(hh_folder, \"hh_2018_urban_attributed.csv\")\n", + ")\n", "\n", "out_hh_2022 = out_hh_2022.to_crs(4326)\n", - "out_hh_2022.to_file(os.path.join(hh_folder, 'hh_2022.geojson'), driver='GeoJSON')\n", - "pd.DataFrame(out_hh_2022.drop(['geometry'], axis=1)).to_csv(os.path.join(hh_folder, 'hh_2022_urban_attributed.csv'))" + "out_hh_2022.to_file(os.path.join(hh_folder, \"hh_2022.geojson\"), driver=\"GeoJSON\")\n", + "pd.DataFrame(out_hh_2022.drop([\"geometry\"], axis=1)).to_csv(\n", + " os.path.join(hh_folder, \"hh_2022_urban_attributed.csv\")\n", + ")" ] }, { @@ -242,460 +213,134 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "id": "3a3eedec", "metadata": {}, "outputs": [], "source": [ "# Run zonal stats at admin 2\n", - "adm2_bounds = dataMisc.get_geoboundaries('NGA', 'ADM2')\n", - "#adm1_bounds = dataMisc.get_geoboundaries('NGA', 'ADM1')\n", + "adm2_bounds = dataMisc.get_geoboundaries(\"NGA\", \"ADM2\")\n", + "# adm1_bounds = dataMisc.get_geoboundaries('NGA', 'ADM1')\n", "adm1_bounds = gpd.read_file(os.path.join(urban_folder, \"new_lga_nigeria_2003.shp\"))" ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, "id": "aed59725", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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shapeNameshapeISOshapeIDshapeGroupshapeTypegeometry
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" - ], - "text/plain": [ - " shapeName shapeISO shapeID shapeGroup shapeType \\\n", - "0 Eastern Obolo 59680162B7891718144591 NGA ADM2 \n", - "1 Ekeremor 59680162B22876202690460 NGA ADM2 \n", - "2 Degema 59680162B23543460253472 NGA ADM2 \n", - "3 Andoni 59680162B90577513466378 NGA ADM2 \n", - "4 Akpabuyo 59680162B58958286313368 NGA ADM2 \n", - "\n", - " geometry \n", - "0 POLYGON ((7.56201 4.51388, 7.57134 4.51233, 7.... \n", - "1 POLYGON ((5.99261 4.89302, 5.98824 4.90425, 5.... \n", - "2 POLYGON ((6.85818 4.39824, 6.95485 4.37353, 6.... \n", - "3 POLYGON ((7.32460 4.43947, 7.33342 4.44372, 7.... \n", - "4 POLYGON ((8.39659 4.78065, 8.40093 4.78882, 8.... " - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "adm2_bounds.head()" ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "id": "88989155", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "adm1_bounds.head()" ] }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, "id": "d95c1f11", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_upo15_urban.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_upo15_urban_hd.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_cpo15_urban.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gpo_urban.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_cpo15_urban_hd.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_cpo20_urban.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_cpo20_urban_hd.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gpo_urban_hd.tif']" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "dou_urban_files" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "id": "0a512913", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gbud10b3000_ur.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gbud10b3000_cc.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gpod10b3000_cc.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gpod10b3000_co.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gpod10b3000_ur.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_upo15d10b3000_cc.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_upo15d10b3000_ur.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_upo15d10b3000_co.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gbud10b3000_co.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_cpo15d10b3000_cc.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_cpo15d10b3000_co.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_cpo15d10b3000_ur.tif']" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "db_urban_files" ] }, { "cell_type": "code", - "execution_count": 46, + "execution_count": null, "id": "645ddb44", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10:37:35\tCannot process nga_cpo20 for DB\n", - "10:37:35\tnga_cpo20\n", - "10:37:56\tnga_gpo\n", - "10:38:18\tnga_cpo15\n", - "10:38:39\tnga_upo15\n" - ] - } - ], + "outputs": [], "source": [ "final_res = adm1_bounds.copy()\n", "for pop_layer in pop_files:\n", - " # zonal stats on DOU filess\n", - " pop_name = os.path.basename(pop_layer)[:-4] \n", - " dou_urban_file = os.path.join(urban_folder, f'{pop_name}_urban.tif')\n", - " dou_hd_urban_file = os.path.join(urban_folder, f'{pop_name}_urban_hd.tif')\n", - " \n", - " help_xx = helper.summarize_population(pop_layer, adm1_bounds, dou_urban_file, dou_hd_urban_file)\n", + " # zonal stats on DOU files\n", + " pop_name = os.path.basename(pop_layer)[:-4]\n", + " dou_urban_file = os.path.join(urban_folder, f\"{pop_name}_urban.tif\")\n", + " dou_hd_urban_file = os.path.join(urban_folder, f\"{pop_name}_urban_hd.tif\")\n", + "\n", + " help_xx = helper.summarize_population(\n", + " pop_layer, adm1_bounds, dou_urban_file, dou_hd_urban_file\n", + " )\n", " zonal_res = help_xx.calculate_zonal()\n", - " zonal_res = zonal_res.loc[:,[x for x in zonal_res.columns if \"SUM\" in x]]\n", + " zonal_res = zonal_res.loc[:, [x for x in zonal_res.columns if \"SUM\" in x]]\n", " for col in zonal_res.columns:\n", " final_res[col] = zonal_res[col]\n", - " \n", + "\n", " # zonal stats on DB files\n", - " db_cc_file = os.path.join(urban_folder, f'{pop_name}d10b3000_cc.tif')\n", - " db_co_file = os.path.join(urban_folder, f'{pop_name}d10b3000_co.tif')\n", - " db_ur_file = os.path.join(urban_folder, f'{pop_name}d10b3000_ur.tif')\n", + " db_cc_file = os.path.join(urban_folder, f\"{pop_name}d10b3000_cc.tif\")\n", + " db_co_file = os.path.join(urban_folder, f\"{pop_name}d10b3000_co.tif\")\n", + " db_ur_file = os.path.join(urban_folder, f\"{pop_name}d10b3000_ur.tif\")\n", " if os.path.exists(db_cc_file):\n", - " help_xx = helper.summarize_population(pop_layer, adm1_bounds, db_cc_file, db_co_file)\n", + " help_xx = helper.summarize_population(\n", + " pop_layer, adm1_bounds, db_cc_file, db_co_file\n", + " )\n", " zonal_res = help_xx.calculate_zonal()\n", - " zonal_res = zonal_res.loc[:,[x for x in zonal_res.columns if \"SUM\" in x]]\n", + " zonal_res = zonal_res.loc[:, [x for x in zonal_res.columns if \"SUM\" in x]]\n", " for col in zonal_res.columns:\n", " final_res[col] = zonal_res[col]\n", "\n", - " help_xx = helper.summarize_population(pop_layer, adm1_bounds, db_ur_file, db_co_file)\n", + " help_xx = helper.summarize_population(\n", + " pop_layer, adm1_bounds, db_ur_file, db_co_file\n", + " )\n", " zonal_res = help_xx.calculate_zonal()\n", - " zonal_res = zonal_res.loc[:,[x for x in zonal_res.columns if \"SUM\" in x]]\n", + " zonal_res = zonal_res.loc[:, [x for x in zonal_res.columns if \"SUM\" in x]]\n", " for col in zonal_res.columns:\n", " final_res[col] = zonal_res[col]\n", " else:\n", " tPrint(f\"Cannot process {pop_name} for DB\")\n", - " \n", + "\n", " tPrint(pop_name)" ] }, { "cell_type": "code", - "execution_count": 52, + "execution_count": null, "id": "16eb2887", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - ":1: UserWarning: Column names longer than 10 characters will be truncated when saved to ESRI Shapefile.\n", - " final_res.to_file(os.path.join(urban_folder, \"new_lga_nigeria_2003_URBAN_POP.shp\" ))\n" - ] - } - ], + "outputs": [], "source": [ - "final_res.to_file(os.path.join(urban_folder, \"new_lga_nigeria_2003_URBAN_POP.shp\" ))\n", - "pd.DataFrame(final_res.drop([\"geometry\"], axis=1)).to_csv(os.path.join(urban_folder, \"new_lga_nigeria_2003_URBAN_POP.csv\"))" + "final_res.to_file(os.path.join(urban_folder, \"new_lga_nigeria_2003_URBAN_POP.shp\"))\n", + "pd.DataFrame(final_res.drop([\"geometry\"], axis=1)).to_csv(\n", + " os.path.join(urban_folder, \"new_lga_nigeria_2003_URBAN_POP.csv\")\n", + ")" ] }, { "cell_type": "code", - "execution_count": 50, + "execution_count": null, "id": "a33f2340", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['STATE',\n", - " 'LGA',\n", - " 'AREA',\n", - " 'PERIMETER',\n", - " 'LONGITUDE',\n", - " 'LATITUDE',\n", - " 'FULL_NAME',\n", - " 'geometry',\n", - " 'TOTALPOP_nga_cpo20_SUM',\n", - " '_nga_cpo20_urban_SUM',\n", - " '_nga_cpo20_urban_hd_SUM',\n", - " 'TOTALPOP_nga_gpo_SUM',\n", - " '_nga_gpo_urban_SUM',\n", - " '_nga_gpo_urban_hd_SUM',\n", - " '_nga_gpod10b3000_cc_SUM',\n", - " '_nga_gpod10b3000_co_SUM',\n", - " '_nga_gpod10b3000_ur_SUM',\n", - " 'TOTALPOP_nga_cpo15_SUM',\n", - " '_nga_cpo15_urban_SUM',\n", - " '_nga_cpo15_urban_hd_SUM',\n", - " '_nga_cpo15d10b3000_cc_SUM',\n", - " '_nga_cpo15d10b3000_co_SUM',\n", - " '_nga_cpo15d10b3000_ur_SUM',\n", - " 'TOTALPOP_nga_upo15_SUM',\n", - " '_nga_upo15_urban_SUM',\n", - " '_nga_upo15_urban_hd_SUM',\n", - " '_nga_upo15d10b3000_cc_SUM',\n", - " '_nga_upo15d10b3000_co_SUM',\n", - " '_nga_upo15d10b3000_ur_SUM']" - ] - }, - "execution_count": 50, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "[x for x in final_res.columns]attack" + "[x for x in final_res.columns]" ] }, { "cell_type": "code", - "execution_count": 45, + "execution_count": null, "id": "fb81ab3e", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gbud10b3000_ur.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gbud10b3000_cc.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gpod10b3000_cc.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gpod10b3000_co.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gpod10b3000_ur.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_upo15d10b3000_cc.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_upo15d10b3000_ur.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_upo15d10b3000_co.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_gbud10b3000_co.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_cpo15d10b3000_cc.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_cpo15d10b3000_co.tif',\n", - " '/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/nga_cpo15d10b3000_ur.tif']" - ] - }, - "execution_count": 45, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "db_urban_files" ] @@ -707,26 +352,26 @@ "metadata": {}, "outputs": [], "source": [ - "res_prefix = 'nga1k'\n", - "pop_layer = os.path.join(urban_folder, f'{res_prefix}_cpo15.tif')\n", - "urban_layer = os.path.join(urban_folder, f'{res_prefix}_cpo15_urban.tif')\n", - "hd_layer = os.path.join(urban_folder, f'{res_prefix}_cpo15_urban_hd.tif')\n", + "res_prefix = \"nga1k\"\n", + "pop_layer = os.path.join(urban_folder, f\"{res_prefix}_cpo15.tif\")\n", + "urban_layer = os.path.join(urban_folder, f\"{res_prefix}_cpo15_urban.tif\")\n", + "hd_layer = os.path.join(urban_folder, f\"{res_prefix}_cpo15_urban_hd.tif\")\n", "\n", "help_xx = helper.summarize_population(pop_layer, adm2_bounds, urban_layer, hd_layer)\n", "zonal_res = help_xx.calculate_zonal()\n", - "zonal_res = zonal_res.loc[:,[x for x in zonal_res.columns if \"SUM\" in x]]\n", - "zonal_res['shapeID'] = adm2_bounds['shapeID']\n", - "zonal_res['shapeName'] = adm2_bounds['shapeName']\n", + "zonal_res = zonal_res.loc[:, [x for x in zonal_res.columns if \"SUM\" in x]]\n", + "zonal_res[\"shapeID\"] = adm2_bounds[\"shapeID\"]\n", + "zonal_res[\"shapeName\"] = adm2_bounds[\"shapeName\"]\n", "\n", - "pop_layer = os.path.join(urban_folder, f'{res_prefix}_cpo20.tif')\n", - "urban_layer = os.path.join(urban_folder, f'{res_prefix}_cpo20_urban.tif')\n", - "hd_layer = os.path.join(urban_folder, f'{res_prefix}_cpo20_urban_hd.tif')\n", + "pop_layer = os.path.join(urban_folder, f\"{res_prefix}_cpo20.tif\")\n", + "urban_layer = os.path.join(urban_folder, f\"{res_prefix}_cpo20_urban.tif\")\n", + "hd_layer = os.path.join(urban_folder, f\"{res_prefix}_cpo20_urban_hd.tif\")\n", "\n", "help_xx = helper.summarize_population(pop_layer, adm2_bounds, urban_layer, hd_layer)\n", "zonal_res2 = help_xx.calculate_zonal()\n", - "zonal_res2 = zonal_res2.loc[:,[x for x in zonal_res2.columns if \"SUM\" in x]]\n", - "zonal_res2['shapeID'] = adm2_bounds['shapeID']\n", - "zonal_res2['shapeName'] = adm2_bounds['shapeName']" + "zonal_res2 = zonal_res2.loc[:, [x for x in zonal_res2.columns if \"SUM\" in x]]\n", + "zonal_res2[\"shapeID\"] = adm2_bounds[\"shapeID\"]\n", + "zonal_res2[\"shapeName\"] = adm2_bounds[\"shapeName\"]" ] }, { @@ -736,7 +381,9 @@ "metadata": {}, "outputs": [], "source": [ - "zonal_res.merge(zonal_res2).to_csv(os.path.join(hh_folder, f'DOU_zonal_stats_{res_prefix}.csv'))" + "zonal_res.merge(zonal_res2).to_csv(\n", + " os.path.join(hh_folder, f\"DOU_zonal_stats_{res_prefix}.csv\")\n", + ")" ] }, { @@ -746,22 +393,24 @@ "metadata": {}, "outputs": [], "source": [ - "res_prefix = 'nga'\n", - "pop_layer = os.path.join(urban_folder, f'{res_prefix}_cpo15.tif')\n", - "co_layer = f'/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/{res_prefix}_cpo15d10b3000_co.tif'\n", - "ur_layer = f'/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/{res_prefix}_cpo15d10b3000_ur.tif'\n", - "cc_layer = f'/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/{res_prefix}_cpo15d10b3000_cc.tif'\n", + "res_prefix = \"nga\"\n", + "pop_layer = os.path.join(urban_folder, f\"{res_prefix}_cpo15.tif\")\n", + "co_layer = f\"/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/{res_prefix}_cpo15d10b3000_co.tif\"\n", + "ur_layer = f\"/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/{res_prefix}_cpo15d10b3000_ur.tif\"\n", + "cc_layer = f\"/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/NGA_1K_res/{res_prefix}_cpo15d10b3000_cc.tif\"\n", "\n", "help_xx = helper.summarize_population(pop_layer, adm2_bounds, co_layer, ur_layer)\n", "zonal_res = help_xx.calculate_zonal(convert_urban_binary=True)\n", - "zonal_res = zonal_res.loc[:,[x for x in zonal_res.columns if \"SUM\" in x]]\n", + "zonal_res = zonal_res.loc[:, [x for x in zonal_res.columns if \"SUM\" in x]]\n", "\n", "help_xx2 = helper.summarize_population(pop_layer, adm2_bounds, cc_layer)\n", "zonal_res2 = help_xx2.calculate_zonal(convert_urban_binary=True)\n", - "zonal_res2 = zonal_res2.loc[:,[x for x in zonal_res2.columns if \"SUM\" in x]]\n", + "zonal_res2 = zonal_res2.loc[:, [x for x in zonal_res2.columns if \"SUM\" in x]]\n", "\n", - "zonal_res[f'_{res_prefix}_cpo15d10b3000_cc_SUM'] = zonal_res2[f'_{res_prefix}_cpo15d10b3000_cc_SUM']\n", - "zonal_res['shapeID'] = adm2_bounds['shapeID']\n" + "zonal_res[f\"_{res_prefix}_cpo15d10b3000_cc_SUM\"] = zonal_res2[\n", + " f\"_{res_prefix}_cpo15d10b3000_cc_SUM\"\n", + "]\n", + "zonal_res[\"shapeID\"] = adm2_bounds[\"shapeID\"]" ] }, { @@ -781,7 +430,7 @@ "metadata": {}, "outputs": [], "source": [ - "zonal_res.to_csv(os.path.join(hh_folder, f'DB_zonal_stats_{res_prefix}.csv'))" + "zonal_res.to_csv(os.path.join(hh_folder, f\"DB_zonal_stats_{res_prefix}.csv\"))" ] }, { @@ -791,7 +440,7 @@ "metadata": {}, "outputs": [], "source": [ - "adm2_bounds.to_file(os.path.join(hh_folder, 'adm2_geobounds.geojson'), driver='GeoJSON')" + "adm2_bounds.to_file(os.path.join(hh_folder, \"adm2_geobounds.geojson\"), driver=\"GeoJSON\")" ] }, { @@ -804,22 +453,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Earth Engine", - "language": "python", - "name": "ee" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.4" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/README.md b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/README.md index dcefbac..fd915f1 100644 --- a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/README.md +++ b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/README.md @@ -1,7 +1,9 @@ # Novel Urbanization + The code herein support the extraction of the data and calculation of urban extents for the World Bank's experiment and investigation of two methods for evaluating urban: ## [Degree of Urbanization](https://ghsl.jrc.ec.europa.eu/degurbaOverview.php) + The European Commission developed a globally consistent, people-centric definition of urban areas. The basic approach is to apply a threshold to population grids on both the minimum population density, and then on the minimum total population of the resulting settlements. While the team at the EC continues to advance and iterate on their methodology, we rely on the original definitions of urban they produced: | Urban area | Min Pop Density | Min Settlement Pop | @@ -12,11 +14,12 @@ The European Commission developed a globally consistent, people-centric definiti ## [Bellefon (2021)](https://www.sciencedirect.com/science/article/pii/S0094119019301032) This method eschews the absolute density thresholds of the EC methodology and instead compares actual building density to counterfactual density after random redistribution of the pixel values in its neighbourhood. The methodology is applied following these steps: -1. Computing a smoothed density of the variable on which the delineation is based (building density or population). -2. Randomly redistributing pixel values (3000 iterations) the variable values at the pixel level across all livable areas such that obtaining, for each pixel, a counterfactual distribution of the variable considered. -3. Classifying as urban those pixels for which the actual density is above the 95th percentile of the smoothed counterfactual distribution. -4. Grouping contiguous urban pixels to form urban areas -5. Then the random redistribution of pixels’ values is repeated but within these Urban areas only, which gives a new counterfactual distribution. Contiguous pixels of urban areas for which actual density is above the 95th percentile of this within urban area new counterfactual distribution are classified as Cores. Urban areas that have at least one core are classified as Cities. + +1. Computing a smoothed density of the variable on which the delineation is based (building density or population). +2. Randomly redistributing pixel values (3000 iterations) the variable values at the pixel level across all livable areas such that obtaining, for each pixel, a counterfactual distribution of the variable considered. +3. Classifying as urban those pixels for which the actual density is above the 95th percentile of the smoothed counterfactual distribution. +4. Grouping contiguous urban pixels to form urban areas +5. Then the random redistribution of pixels’ values is repeated but within these Urban areas only, which gives a new counterfactual distribution. Contiguous pixels of urban areas for which actual density is above the 95th percentile of this within urban area new counterfactual distribution are classified as Cores. Urban areas that have at least one core are classified as Cities. | Urban area | label | Definition | | --- | --- | --- | diff --git a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/URB_SEAU1_B_A_Ka_NovelUrbanizaton.ipynb b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/URB_SEAU1_B_A_Ka_NovelUrbanizaton.ipynb index c3cbf12..368a4f7 100755 --- a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/URB_SEAU1_B_A_Ka_NovelUrbanizaton.ipynb +++ b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/URB_SEAU1_B_A_Ka_NovelUrbanizaton.ipynb @@ -23,25 +23,9 @@ }, { "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/.conda/envs/ee/lib/python3.9/site-packages/geopandas/_compat.py:106: UserWarning: The Shapely GEOS version (3.9.1-CAPI-1.14.2) is incompatible with the GEOS version PyGEOS was compiled with (3.10.4-CAPI-1.16.2). Conversions between both will be slow.\n", - " warnings.warn(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "METADATA Library: Could not import arcgis libraries\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "import sys\n", "import os\n", @@ -77,7 +61,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -101,9 +85,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "in_folder = \"/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/EA_Files/\"\n", @@ -128,9 +110,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "def try_float(x):\n", @@ -183,10 +163,8 @@ }, { "cell_type": "code", - "execution_count": 8, - "metadata": { - "scrolled": true - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# Process Individual countries\n", @@ -217,50 +195,9 @@ }, { "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/.conda/envs/ee/lib/python3.9/site-packages/geopandas/geodataframe.py:1322: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " super(GeoDataFrame, self).__setitem__(key, value)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "11:50:52\tCOG ***1k Extracting Global Layers\n", - "11:50:52\tCOG ***1k Downloading and processing elevation\n", - "11:50:52\tCOG ***1k Standardizing rasters\n", - "11:50:52\tCOG ***1k Calculating Urban\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/COG_URBAN_DATA_new_naming/FINAL_STANDARD_1KM/cog1k_cpo20.tif\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/COG_URBAN_DATA_new_naming/FINAL_STANDARD_1KM/cog1k_cpo20_WB.tif\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/COG_URBAN_DATA_new_naming/FINAL_STANDARD_1KM/cog1k_upo15.tif\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/COG_URBAN_DATA_new_naming/FINAL_STANDARD_1KM/cog1k_gpo.tif\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/COG_URBAN_DATA_new_naming/FINAL_STANDARD_1KM/cog1k_cpo15.tif\n", - "11:50:52\tCOG ***1k Calculating Zonal admin2\n", - "11:50:55\tCOG ***1k Calculating Zonal communes\n", - "11:53:03\tCOG ***** Extracting Global Layers COG\n", - "11:53:03\tCOG ***** Downloading and processing elevation COG\n", - "11:53:03\tCOG ***** Standardizing rasters\n", - "11:53:03\tCOG ***** Calculating Urban\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/COG_URBAN_DATA_new_naming/FINAL_STANDARD/cog_cpo20.tif\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/COG_URBAN_DATA_new_naming/FINAL_STANDARD/cog_cpo20_WB.tif\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/COG_URBAN_DATA_new_naming/FINAL_STANDARD/cog_upo15.tif\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/COG_URBAN_DATA_new_naming/FINAL_STANDARD/cog_gpo.tif\n", - "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/COG_URBAN_DATA_new_naming/FINAL_STANDARD/cog_cpo15.tif\n", - "11:53:03\tCOG ***** Calculating Zonal admin2\n", - "11:53:11\tCOG ***** Calculating Zonal communes\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "importlib.reload(nu)\n", "# Calculate urban definitions\n", @@ -278,9 +215,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "# Calculate Point-based statistics\n", @@ -344,9 +279,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "countries = {\n", @@ -423,9 +356,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "in_folder = \"/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/\"\n", @@ -464,9 +395,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "# Delete all zonal stats\n", @@ -529,9 +458,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "sel_info = layer_info.loc[\n", @@ -641,7 +568,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -659,66 +586,27 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "False" - ] - }, - "execution_count": 61, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "in_r[0, 0, 0] == in_raster.meta[\"nodata\"]" ] }, { "cell_type": "code", - "execution_count": 65, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "numpy.float32" - ] - }, - "execution_count": 65, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "in_r[0, 0, 0].__class__" ] }, { "cell_type": "code", - "execution_count": 74, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[[ True, True, True, ..., True, True, True],\n", - " [ True, True, True, ..., True, True, True],\n", - " [ True, True, True, ..., True, True, True],\n", - " ...,\n", - " [ True, True, True, ..., True, True, True],\n", - " [ True, True, True, ..., True, True, True],\n", - " [ True, True, True, ..., True, True, True]]])" - ] - }, - "execution_count": 74, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "temp_nodata = type(in_r[0, 0, 0])(in_raster.meta[\"nodata\"])\n", "in_r == temp_nodata" @@ -726,33 +614,16 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[[False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " ...,\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False]]])" - ] - }, - "execution_count": 55, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "in_r == in_raster.meta[\"nodata\"]" ] }, { "cell_type": "code", - "execution_count": 50, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -774,7 +645,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -791,7 +662,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -806,114 +677,45 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "749608.9979193077" - ] - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "out_array_sum" ] }, { "cell_type": "code", - "execution_count": 49, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "7.280417544544301" - ] - }, - "execution_count": 49, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "total_ratio" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'driver': 'GTiff',\n", - " 'dtype': 'float32',\n", - " 'nodata': -3.4e+38,\n", - " 'width': 8939,\n", - " 'height': 10449,\n", - " 'count': 1,\n", - " 'crs': CRS.from_epsg(4326),\n", - " 'transform': Affine(0.0008333333300145432, 0.0, 11.200416637,\n", - " 0.0, -0.0008333333299618321, 3.702916853)}" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "in_raster.meta" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[[False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " ...,\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False],\n", - " [False, False, False, ..., False, False, False]]])" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "in_r == float(in_raster.meta[\"nodata\"])" ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "float" - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "in_raster.meta[\"nodata\"].__class__" ] @@ -927,22 +729,8 @@ } ], "metadata": { - 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229230TZ257Tanzania6.667034e+069.404918e+05TZA834Sub-Saharan AfricaLow incomeIDA22900MULTIPOLYGON (((4500411.791 -1161907.620, 4499...
240241ZM270Zambia6.109787e+067.510661e+05ZMB894Sub-Saharan AfricaLower middle incomeIDA24000POLYGON ((3427397.991 -922657.938, 3428349.126...
241242ZW271Zimbabwe3.219273e+063.906484e+05ZWE716Sub-Saharan AfricaLow incomeBlend24100POLYGON ((3328811.400 -1761038.740, 3329414.57...
\n", - "
" - ], - "text/plain": [ - " OBJECTID ISO_A2 WB_ADM0_CO WB_ADM0_NA Shape_Leng \\\n", - "4 5 SD 6 Sudan 8.852111e+06 \n", - "6 7 AO 8 Angola 7.684195e+06 \n", - "24 25 BJ 29 Benin 2.162187e+06 \n", - "29 30 BW 35 Botswana 4.399139e+06 \n", - "36 37 BF 42 Burkina Faso 3.558434e+06 \n", - "37 38 BI 43 Burundi 1.016007e+06 \n", - "39 40 CM 45 Cameroon 5.477015e+06 \n", - "41 42 CV 47 Cabo Verde 1.029808e+06 \n", - "43 44 CF 49 Central African Republic 5.541381e+06 \n", - "44 45 TD 50 Chad 6.342130e+06 \n", - "51 52 KM 58 Comoros 4.019867e+05 \n", - "52 53 CG 59 Congo 4.737509e+06 \n", - "58 59 CI 66 Côte d'Ivoire 3.750495e+06 \n", - "60 61 CD 68 Democratic Republic of Congo 1.066783e+07 \n", - "66 67 SS 74 South Sudan 5.181443e+06 \n", - "69 70 ER 77 Eritrea 4.624015e+06 \n", - "71 72 ET 79 Ethiopia 5.648830e+06 \n", - "78 79 GA 89 Gabon 3.570011e+06 \n", - "79 80 GM 90 The Gambia 1.162809e+06 \n", - "83 84 GH 94 Ghana 2.821195e+06 \n", - "93 94 GW 105 Guinea-Bissau 3.111001e+06 \n", - "94 95 GN 106 Guinea 4.510808e+06 \n", - "118 119 KE 133 Kenya 4.502206e+06 \n", - "126 127 LS 142 Lesotho 9.963969e+05 \n", - "127 128 LR 144 Liberia 2.249681e+06 \n", - "133 134 MG 150 Madagascar 7.958086e+06 \n", - "135 136 MW 152 Malawi 3.054604e+06 \n", - "138 139 ML 155 Mali 7.933450e+06 \n", - "141 142 MR 159 Mauritania 6.583443e+06 \n", - "142 143 MU 160 Mauritius 3.534580e+05 \n", - "151 152 MZ 170 Mozambique 1.096719e+07 \n", - "153 154 NA 172 Namibia 6.141104e+06 \n", - "161 162 NE 181 Niger 6.066266e+06 \n", - "162 163 NG 182 Nigeria 5.390382e+06 \n", - "184 185 RW 205 Rwanda 9.050201e+05 \n", - "192 193 ST 214 São Tomé and Príncipe 2.270914e+05 \n", - "194 195 SN 217 Senegal 3.561516e+06 \n", - "195 196 SC 220 Seychelles 5.874188e+05 \n", - "196 197 SL 221 Sierra Leone 2.124642e+06 \n", - "201 202 SO 226 Somalia 5.960744e+06 \n", - "202 203 ZA 227 South Africa 9.502913e+06 \n", - "208 209 SZ 235 Swaziland 6.095986e+05 \n", - "216 217 TG 243 Togo 1.802420e+06 \n", - "225 226 UG 253 Uganda 2.588540e+06 \n", - "229 230 TZ 257 Tanzania 6.667034e+06 \n", - "240 241 ZM 270 Zambia 6.109787e+06 \n", - "241 242 ZW 271 Zimbabwe 3.219273e+06 \n", - "\n", - " Shape_Area ISO3 UN_m49 Region incomeG \\\n", - "4 1.844887e+06 SDN 736 Sub-Saharan Africa Lower middle income \n", - "6 1.246754e+06 AGO 24 Sub-Saharan Africa Upper middle income \n", - "24 1.155980e+05 BEN 204 Sub-Saharan Africa Low income \n", - "29 5.782561e+05 BWA 72 Sub-Saharan Africa Upper middle income \n", - "36 2.732802e+05 BFA 854 Sub-Saharan Africa Low income \n", - "37 2.685715e+04 BDI 108 Sub-Saharan Africa Low income \n", - "39 4.655469e+05 CMR 120 Sub-Saharan Africa Lower middle income \n", - "41 4.056343e+03 CPV 132 Sub-Saharan Africa Lower middle income \n", - "43 6.195909e+05 CAF 140 Sub-Saharan Africa Low income \n", - "44 1.264759e+06 TCD 148 Sub-Saharan Africa Low income \n", - "51 1.671322e+03 COM 174 Sub-Saharan Africa Low income \n", - "52 3.406441e+05 COG 178 Sub-Saharan Africa Lower middle income \n", - "58 3.219939e+05 CIV 384 Sub-Saharan Africa Lower middle income \n", - "60 2.329413e+06 COD 180 Sub-Saharan Africa Low income \n", - "66 6.329995e+05 SSD 728 Sub-Saharan Africa Low income \n", - "69 1.204126e+05 ERI 232 Sub-Saharan Africa Low income \n", - "71 1.129314e+06 ETH 231 Sub-Saharan Africa Low income \n", - "78 2.647154e+05 GAB 266 Sub-Saharan Africa Upper middle income \n", - "79 1.067571e+04 GMB 270 Sub-Saharan Africa Low income \n", - "83 2.389994e+05 GHA 288 Sub-Saharan Africa Lower middle income \n", - "93 3.404581e+04 GNB 624 Sub-Saharan Africa Low income \n", - "94 2.447942e+05 GIN 324 Sub-Saharan Africa Low income \n", - "118 5.827039e+05 KEN 404 Sub-Saharan Africa Low income \n", - "126 3.045342e+04 LSO 426 Sub-Saharan Africa Lower middle income \n", - "127 9.592841e+04 LBR 430 Sub-Saharan Africa Low income \n", - "133 5.915788e+05 MDG 450 Sub-Saharan Africa Low income \n", - "135 1.187158e+05 MWI 454 Sub-Saharan Africa Low income \n", - "138 1.251408e+06 MLI 466 Sub-Saharan Africa Low income \n", - "141 1.038551e+06 MRT 478 Sub-Saharan Africa Lower middle income \n", - "142 2.016058e+03 MUS 480 Sub-Saharan Africa Upper middle income \n", - "151 7.867500e+05 MOZ 508 Sub-Saharan Africa Low income \n", - "153 8.245216e+05 NAM 516 Sub-Saharan Africa Upper middle income \n", - "161 1.182527e+06 NER 562 Sub-Saharan Africa Low income \n", - "162 9.103541e+05 NGA 566 Sub-Saharan Africa Lower middle income \n", - "184 2.538848e+04 RWA 646 Sub-Saharan Africa Low income \n", - "192 1.008590e+03 STP 678 Sub-Saharan Africa Lower middle income \n", - "194 1.970757e+05 SEN 686 Sub-Saharan Africa Lower middle income \n", - "195 4.700607e+02 SYC 690 Sub-Saharan Africa Upper middle income \n", - "196 7.227200e+04 SLE 694 Sub-Saharan Africa Low income \n", - "201 6.330450e+05 SOM 706 Sub-Saharan Africa Low income \n", - "202 1.220479e+06 ZAF 710 Sub-Saharan Africa Upper middle income \n", - "208 1.728953e+04 SWZ 748 Sub-Saharan Africa Lower middle income \n", - "216 5.681006e+04 TGO 768 Sub-Saharan Africa Low income \n", - "225 2.414952e+05 UGA 800 Sub-Saharan Africa Low income \n", - "229 9.404918e+05 TZA 834 Sub-Saharan Africa Low income \n", - "240 7.510661e+05 ZMB 894 Sub-Saharan Africa Lower middle income \n", - "241 3.906484e+05 ZWE 716 Sub-Saharan Africa Low income \n", - "\n", - " lendingC FID_100 geometry \n", - "4 IDA 400 MULTIPOLYGON (((4282246.284 2048756.881, 42821... \n", - "6 Blend 600 MULTIPOLYGON (((1310361.144 -1897234.549, 1310... \n", - "24 IDA 2400 POLYGON ((316053.073 1392001.912, 316482.462 1... \n", - "29 IBRD 2900 POLYGON ((2812242.525 -2013145.254, 2812863.83... \n", - "36 IDA 3600 POLYGON ((-50724.952 1698516.119, -49209.894 1... \n", - "37 IDA 3700 POLYGON ((3387552.350 -259257.290, 3388263.005... \n", - "39 IDA 3900 MULTIPOLYGON (((1072528.923 401904.202, 107231... \n", - "41 Blend 4100 MULTIPOLYGON (((-2749534.392 1677117.552, -274... \n", - "43 IDA 4300 POLYGON ((2546490.141 1224324.736, 2546280.824... \n", - "44 IDA 4400 POLYGON ((2671667.779 2213892.183, 2671667.779... \n", - "51 IDA 5100 MULTIPOLYGON (((4866387.611 -1391995.471, 4866... \n", - "52 IDA 5200 POLYGON ((1959926.577 405615.223, 1965154.140 ... \n", - "58 IDA 5800 MULTIPOLYGON (((-677944.388 556326.354, -67782... \n", - "60 IDA 6000 MULTIPOLYGON (((1383837.723 -670287.267, 13839... \n", - "66 IDA 6600 POLYGON ((3676119.973 1371522.272, 3702025.332... \n", - "69 IDA 6900 MULTIPOLYGON (((4803081.190 1427058.353, 48025... \n", - "71 IDA 7100 POLYGON ((4224428.071 1670664.678, 4225042.015... \n", - "78 IBRD 7800 MULTIPOLYGON (((983122.972 -102719.596, 983851... \n", - "79 IDA 7900 POLYGON ((-1670535.608 1551878.078, -1669055.3... \n", - "83 IDA 8300 POLYGON ((-15808.481 1247871.286, -16399.587 1... \n", - "93 IDA 9300 MULTIPOLYGON (((-1692511.782 1217443.737, -169... \n", - "94 IDA 9400 MULTIPOLYGON (((-1482791.933 1022678.129, -148... \n", - "118 IDA 11800 MULTIPOLYGON (((4386302.773 -518730.520, 43867... \n", - "126 IDA 12600 POLYGON ((3193773.587 -3323546.855, 3194847.12... \n", - "127 IDA 12700 POLYGON ((-1085765.785 954902.722, -1084901.94... \n", - "133 IDA 13300 MULTIPOLYGON (((4923411.332 -2903072.274, 4922... \n", - "135 IDA 13500 MULTIPOLYGON (((3870444.758 -1356427.209, 3865... \n", - "138 IDA 13800 POLYGON ((-538044.168 2875448.367, -537866.478... \n", - "141 IDA 14100 MULTIPOLYGON (((-1836933.390 2231040.346, -183... \n", - "142 IBRD 14200 MULTIPOLYGON (((6383119.919 -2323499.034, 6382... \n", - "151 IDA 15100 MULTIPOLYGON (((3673024.679 -2995400.419, 3672... \n", - "153 IBRD 15300 MULTIPOLYGON (((1696574.304 -3138113.505, 1696... \n", - "161 IDA 16100 POLYGON ((1349398.170 2691318.848, 1352867.998... \n", - "162 IDA 16200 MULTIPOLYGON (((639741.088 500501.594, 639611.... \n", - "184 IDA 18400 POLYGON ((3392296.184 -117717.111, 3391943.325... \n", - "192 IDA 19200 MULTIPOLYGON (((726526.788 -1336.940, 726116.3... \n", - "194 IDA 19400 MULTIPOLYGON (((-1854307.951 1532492.107, -185... \n", - "195 IBRD 19500 MULTIPOLYGON (((5695060.119 -1140749.349, 5695... \n", - "196 IDA 19600 MULTIPOLYGON (((-1279804.486 773261.369, -1280... \n", - "201 IDA 20100 MULTIPOLYGON (((4667259.385 -129353.429, 46668... \n", - "202 IBRD 20200 MULTIPOLYGON (((4199417.211 -5913972.826, 4201... \n", - "208 IBRD 20800 POLYGON ((3560234.426 -2993143.342, 3560800.86... \n", - "216 IDA 21600 POLYGON ((0.000 1244585.739, 3921.786 1243712.... \n", - "225 IDA 22500 POLYGON ((3794950.489 432114.557, 3795008.345 ... \n", - "229 IDA 22900 MULTIPOLYGON (((4500411.791 -1161907.620, 4499... \n", - "240 IDA 24000 POLYGON ((3427397.991 -922657.938, 3428349.126... \n", - "241 Blend 24100 POLYGON ((3328811.400 -1761038.740, 3329414.57... " - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# Define input data\n", "in_admin = \"/home/public/Data/GLOBAL/ADMIN/Admin0_Polys.shp\"\n", @@ -976,88 +29,9 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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id value
EG.GDP.PUSE.KO.PP GDP per unit of energy use (PPP $ per kg of oil equivalent)
EG.GDP.PUSE.KO.PP.KDGDP per unit of energy use (constant 2017 PPP $ per kg of oil equivalent)
EG.USE.COMM.GD.PP.KDEnergy use (kg of oil equivalent) per $1,000 GDP (constant 2017 PPP)
NY.GDP.DEFL.KD.ZG Inflation, GDP deflator (annual %)
NY.GDP.DEFL.KD.ZG.ADInflation, GDP deflator: linked series (annual %)
NY.GDP.DEFL.ZS GDP deflator (base year varies by country)
NY.GDP.DEFL.ZS.AD GDP deflator: linked series (base year varies by country)
NY.GDP.DISC.CN Discrepancy in expenditure estimate of GDP (current LCU)
NY.GDP.DISC.KN Discrepancy in expenditure estimate of GDP (constant LCU)
NY.GDP.MKTP.CD GDP (current US$)
NY.GDP.MKTP.CN GDP (current LCU)
NY.GDP.MKTP.CN.AD GDP: linked series (current LCU)
NY.GDP.MKTP.KD GDP (constant 2015 US$)
NY.GDP.MKTP.KD.ZG GDP growth (annual %)
NY.GDP.MKTP.KN GDP (constant LCU)
NY.GDP.MKTP.PP.CD GDP, PPP (current international $)
NY.GDP.MKTP.PP.KD GDP, PPP (constant 2017 international $)
NY.GDP.PCAP.CD GDP per capita (current US$)
NY.GDP.PCAP.CN GDP per capita (current LCU)
NY.GDP.PCAP.KD GDP per capita (constant 2015 US$)
NY.GDP.PCAP.KD.ZG GDP per capita growth (annual %)
NY.GDP.PCAP.KN GDP per capita (constant LCU)
NY.GDP.PCAP.PP.CD GDP per capita, PPP (current international $)
NY.GDP.PCAP.PP.KD GDP per capita, PPP (constant 2017 international $)
PA.NUS.PPP PPP conversion factor, GDP (LCU per international $)
PA.NUS.PPPC.RF Price level ratio of PPP conversion factor (GDP) to market exchange rate
SL.GDP.PCAP.EM.KD GDP per person employed (constant 2017 PPP $)
27 elements
" - ], - "text/plain": [ - "id value\n", - "-------------------- -------------------------------------------------------------------------\n", - "EG.GDP.PUSE.KO.PP GDP per unit of energy use (PPP $ per kg of oil equivalent)\n", - "EG.GDP.PUSE.KO.PP.KD GDP per unit of energy use (constant 2017 PPP $ per kg of oil equivalent)\n", - "EG.USE.COMM.GD.PP.KD Energy use (kg of oil equivalent) per $1,000 GDP (constant 2017 PPP)\n", - "NY.GDP.DEFL.KD.ZG Inflation, GDP deflator (annual %)\n", - "NY.GDP.DEFL.KD.ZG.AD Inflation, GDP deflator: linked series (annual %)\n", - "NY.GDP.DEFL.ZS GDP deflator (base year varies by country)\n", - "NY.GDP.DEFL.ZS.AD GDP deflator: linked series (base year varies by country)\n", - "NY.GDP.DISC.CN Discrepancy in expenditure estimate of GDP (current LCU)\n", - "NY.GDP.DISC.KN Discrepancy in expenditure estimate of GDP (constant LCU)\n", - "NY.GDP.MKTP.CD GDP (current US$)\n", - "NY.GDP.MKTP.CN GDP (current LCU)\n", - "NY.GDP.MKTP.CN.AD GDP: linked series (current LCU)\n", - "NY.GDP.MKTP.KD GDP (constant 2015 US$)\n", - "NY.GDP.MKTP.KD.ZG GDP growth (annual %)\n", - "NY.GDP.MKTP.KN GDP (constant LCU)\n", - "NY.GDP.MKTP.PP.CD GDP, PPP (current international $)\n", - "NY.GDP.MKTP.PP.KD GDP, PPP (constant 2017 international $)\n", - "NY.GDP.PCAP.CD GDP per capita (current US$)\n", - "NY.GDP.PCAP.CN GDP per capita (current LCU)\n", - "NY.GDP.PCAP.KD GDP per capita (constant 2015 US$)\n", - "NY.GDP.PCAP.KD.ZG GDP per capita growth (annual %)\n", - "NY.GDP.PCAP.KN GDP per capita (constant LCU)\n", - "NY.GDP.PCAP.PP.CD GDP per capita, PPP (current international $)\n", - "NY.GDP.PCAP.PP.KD GDP per capita, PPP (constant 2017 international $)\n", - "PA.NUS.PPP PPP conversion factor, GDP (LCU per international $)\n", - "PA.NUS.PPPC.RF Price level ratio of PPP conversion factor (GDP) to market exchange rate\n", - "SL.GDP.PCAP.EM.KD GDP per person employed (constant 2017 PPP $)\n", - " 27 elements" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# Identify indicators related to GDP\n", "wb.series.info(q=\"gdp\")" @@ -1065,128 +39,18 @@ }, { "cell_type": "code", - "execution_count": 4, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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id value
AG.LND.EL5M.UR.K2Urban land area where elevation is below 5 meters (sq. km)
AG.LND.EL5M.UR.ZSUrban land area where elevation is below 5 meters (% of total land area)
AG.LND.TOTL.UR.K2Urban land area (sq. km)
EG.CFT.ACCS.UR.ZSAccess to clean fuels and technologies for cooking, urban (% of urban population)
EG.ELC.ACCS.UR.ZSAccess to electricity, urban (% of urban population)
EN.POP.EL5M.UR.ZSUrban population living in areas where elevation is below 5 meters (% of total population)
EN.URB.MCTY Population in urban agglomerations of more than 1 million
EN.URB.MCTY.TL.ZSPopulation in urban agglomerations of more than 1 million (% of total population)
SH.H2O.BASW.UR.ZSPeople using at least basic drinking water services, urban (% of urban population)
SH.H2O.SMDW.UR.ZSPeople using safely managed drinking water services, urban (% of urban population)
SH.STA.BASS.UR.ZSPeople using at least basic sanitation services, urban (% of urban population)
SH.STA.HYGN.UR.ZSPeople with basic handwashing facilities including soap and water, urban (% of urban population)
SH.STA.ODFC.UR.ZSPeople practicing open defecation, urban (% of urban population)
SH.STA.SMSS.UR.ZSPeople using safely managed sanitation services, urban (% of urban population)
SP.REG.BRTH.UR.ZSCompleteness of birth registration, urban (%)
SP.URB.GROW Urban population growth (annual %)
SP.URB.TOTL Urban population
SP.URB.TOTL.IN.ZSUrban population (% of total population)
18 elements
" - ], - "text/plain": [ - "id value\n", - "----------------- ------------------------------------------------------------------------------------------------\n", - "AG.LND.EL5M.UR.K2 Urban land area where elevation is below 5 meters (sq. km)\n", - "AG.LND.EL5M.UR.ZS Urban land area where elevation is below 5 meters (% of total land area)\n", - "AG.LND.TOTL.UR.K2 Urban land area (sq. km)\n", - "EG.CFT.ACCS.UR.ZS Access to clean fuels and technologies for cooking, urban (% of urban population)\n", - "EG.ELC.ACCS.UR.ZS Access to electricity, urban (% of urban population)\n", - "EN.POP.EL5M.UR.ZS Urban population living in areas where elevation is below 5 meters (% of total population)\n", - "EN.URB.MCTY Population in urban agglomerations of more than 1 million\n", - "EN.URB.MCTY.TL.ZS Population in urban agglomerations of more than 1 million (% of total population)\n", - "SH.H2O.BASW.UR.ZS People using at least basic drinking water services, urban (% of urban population)\n", - "SH.H2O.SMDW.UR.ZS People using safely managed drinking water services, urban (% of urban population)\n", - "SH.STA.BASS.UR.ZS People using at least basic sanitation services, urban (% of urban population)\n", - "SH.STA.HYGN.UR.ZS People with basic handwashing facilities including soap and water, urban (% of urban population)\n", - "SH.STA.ODFC.UR.ZS People practicing open defecation, urban (% of urban population)\n", - "SH.STA.SMSS.UR.ZS People using safely managed sanitation services, urban (% of urban population)\n", - "SP.REG.BRTH.UR.ZS Completeness of birth registration, urban (%)\n", - "SP.URB.GROW Urban population growth (annual %)\n", - "SP.URB.TOTL Urban population\n", - "SP.URB.TOTL.IN.ZS Urban population (% of total population)\n", - " 18 elements" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "wb.series.info(q=\"urban\")" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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economyNY.GDP.MKTP.CDSP.URB.TOTLSP.URB.TOTL.IN.ZS
39SYC1.454458e+0957542.057.972
\n", - "
" - ], - "text/plain": [ - " economy NY.GDP.MKTP.CD SP.URB.TOTL SP.URB.TOTL.IN.ZS\n", - "39 SYC 1.454458e+09 57542.0 57.972" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# These are the datasets we are interested in extracting\n", "selected_indicators = [\"NY.GDP.MKTP.CD\", \"SP.URB.TOTL\", \"SP.URB.TOTL.IN.ZS\"]\n", @@ -1197,19 +61,9 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "NY.GDP.MKTP.CD: GDP (current US$)\n", - "SP.URB.TOTL: Urban population\n", - "SP.URB.TOTL.IN.ZS: Urban population (% of total population)\n" - ] - } - ], + "outputs": [], "source": [ "for ind in selected_indicators:\n", " print(f'{ind}: {wb.series.info(ind).items[0][\"value\"]}')" @@ -1217,10 +71,8 @@ }, { "cell_type": "code", - "execution_count": 19, - "metadata": { - "scrolled": true - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "urb_data.columns = [\"ISO3\", \"GDP\", \"UrubPop\", \"UrbPercent\"]\n", @@ -1229,58 +81,9 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
economyNY.GDP.MKTP.CDSP.URB.TOTLSP.URB.TOTL.IN.ZS
39SYC1.454458e+0957542.057.972
\n", - "
" - ], - "text/plain": [ - " economy NY.GDP.MKTP.CD SP.URB.TOTL SP.URB.TOTL.IN.ZS\n", - "39 SYC 1.454458e+09 57542.0 57.972" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "urb_data.loc[urb_data[\"economy\"] == \"SYC\"]" ] @@ -1361,22 +164,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python (geog)", - "language": "python", - "name": "geog" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.7" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/novelUrbanization.py b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/novelUrbanization.py index 0d59808..1055280 100755 --- a/notebooks/Implementations/URB_SEAU1_NovelUrbanization/novelUrbanization.py +++ b/notebooks/Implementations/URB_SEAU1_NovelUrbanization/novelUrbanization.py @@ -24,7 +24,23 @@ class urban_data(object): def __init__(self, iso3, base_folder, aapc_folder): - """Summarize completed urbanization layers; combine into single output""" + """ + Summarize completed urbanization layers; combine into single output + + Parameters + ---------- + iso3 : string + 3 letter country code + base_folder : string + location of dartboard urbanization + aapc_folder : string + location of aapc urbanization + + Returns + ------- + None + + """ self.iso3 = iso3 self.in_folder = base_folder self.aapc_folder = aapc_folder @@ -33,11 +49,16 @@ def __init__(self, iso3, base_folder, aapc_folder): def get_urban_layers(self): """get a list of all urban deleniations - INPUT - aapc_folder [string] - folder containing dartboard deleniations + Parameters + ---------- + aapc_folder : string + folder containing dartboard deleniations + + Returns + ------- + list + list of dartboard urban deleniations - RETURNS - [list of strings] """ db_urban_files = [] for root, dirs, files in os.walk(self.in_folder): @@ -64,8 +85,30 @@ def jaccard_index( db_urb="_ur.tif", db_hd="_co.tif", ): - """Calculate the Jaccard index comparing urban and then hd urban layers + """ + Calculate the Jaccard index comparing urban and then hd urban layers https://www.statisticshowto.com/jaccard-index/ + + Parameters + ---------- + pop_type : string or tuple of strings + type of population data to compare + res : string + resolution of data to compare + dou_urb : string + string to identify urban layer from aapc + dou_hd : string + string to identify high density urban layer from aapc + db_urb : string + string to identify urban layer from dartboard + db_hd : string + string to identify high density urban layer from dartboard + + Returns + ------- + dict + dictionary containing the jaccard index for urban and hd urban layers + """ if pop_type.__class__ == str: sel_rasters = self.get_rasters(pop_type, pop_type, res) @@ -94,6 +137,22 @@ def jaccard_index( db_hd_d = (db_hd_d > 0) * 1 def calculate_jaccard(inD1, inD2): + """ + Calculate the Jaccard index comparing urban and then hd urban layers + + Parameters + ---------- + inD1 : array + array of urban data + inD2 : array + array of urban data + + Returns + ------- + float + jaccard index + + """ # Calculate urban jaccard jaccardD = inD1 + inD2 xx = np.unique(jaccardD, return_counts=True) @@ -108,7 +167,24 @@ def calculate_jaccard(inD1, inD2): return {"urb_jaccard": urb_jaccard, "hd_jaccard": hd_jaccard} def get_rasters(self, pop_type_dou="gpo", pop_type_db="gpo", res=""): - """filter rasters based on pop_type and resolution""" + """ + Filter rasters based on pop_type and resolution + + Parameters + ---------- + pop_type_dou : string + type of population data from aapc + pop_type_db : string + type of population data from dartboard + res : string + resolution of data to compare + + Returns + ------- + list + list of rasters that match the input parameters + + """ sel_rasters = [] for f in self.dou_urban_files: if pop_type_dou in f: @@ -130,8 +206,20 @@ def get_rasters(self, pop_type_dou="gpo", pop_type_db="gpo", res=""): def generate_combo_layer(self, pop_type="gpo", res="", debug=False): """open urban rasters and combine into a single dataset - INPUT - pop_type [string or tuple of strings] + Parameters + ---------- + pop_type : string or tuple of strings, optional + type of population data to compare + res : string, optional + resolution of data to compare + debug : bool, optional + print out the selected rasters + + Returns + ------- + dict + dictionary containing the combined urban and hd urban layers + """ if pop_type.__class__ == str: sel_rasters = self.get_rasters(pop_type, pop_type, res) @@ -143,7 +231,7 @@ def generate_combo_layer(self, pop_type="gpo", res="", debug=False): print(p) if len(sel_rasters) > 0: - # Open all the ratser files and covert to pixel-level summary numbers + # Open all the ratser files and convert to pixel-level summary numbers idx = 0 for cur_raster in sel_rasters: curR = rasterio.open(cur_raster) @@ -168,11 +256,22 @@ def generate_combo_layer(self, pop_type="gpo", res="", debug=False): def write_results(self, res, out_folder, reclass_bin=True, dbhd="co"): """Write the results from the function generate_combo_layer to file - INPUT - res [dictionary] - results from function generate_combo_layer - out_folder [string] - path to directory to create output tif files - [optional] reclass_bin [boolean: default True] - reclassify the binary map product into - 4 classes: agree urban, agree rural, disagree on urban class, disagree on rurality + Parameters + ---------- + res : dictionary + results from function generate_combo_layer + out_folder : string + path to directory to create output tif files + reclass_bin :boolean, optional + default True, reclassify the binary map product into + 4 classes: agree urban, agree rural, disagree on urban class, disagree on rurality + dbhd : string, optional + default "co", type of population data from dartboard + + Returns + ------- + None + """ out_sum_file = os.path.join(out_folder, f"{self.iso3}_urban_sum_{dbhd}.tif") out_bin_file = os.path.join(out_folder, f"{self.iso3}_urban_binary_{dbhd}.tif") @@ -240,6 +339,37 @@ def calculate_urban( include_ghsl_h20=True, evaluate=False, ): + """ + Calculate urbanization for a country + + Parameters + ---------- + iso3 : string + 3 letter country code + inG : geopandas dataframe + polygons to summarize urbanization + inG2 : geopandas dataframe + polygons to summarize urbanization + pop_files : list + list of population files + ea_file : string + location of admin boundary file + output_folder : string + location to save output files + km : boolean, optional + default True, process 1km data + small : boolean, optional + default True, process 250m data + include_ghsl_h20 : boolean, optional + default True, include ghsl water layer + evaluate : boolean, optional + default False, evaluate the output + + Returns + ------- + None + + """ global_landcover = "/home/public/Data/GLOBAL/LANDCOVER/GLOBCOVER/2015/ESACCI-LC-L4-LCCS-Map-300m-P1Y-2015-v2.0.7.tif" global_ghspop = "/home/public/Data/GLOBAL/Population/GHS/250/GHS_POP_E2015_GLOBE_R2019A_54009_250_V1_0.tif" global_ghspop_1k = "/home/public/Data/GLOBAL/Population/GHS/GHS_POP_E2015_GLOBE_R2019A_54009_1K_V1_0.tif" @@ -278,8 +408,8 @@ def calculate_urban( final_folder="FINAL_STANDARD_1KM", ghspop_suffix="1k", ) - adm2_res = os.path.join(xx.final_folder, "URBAN_ADMIN2_STATS_COMPILED.csv") - ea_res = os.path.join(xx.final_folder, "URBAN_COMMUNE_STATS_COMPILED.csv") + # adm2_res = os.path.join(xx.final_folder, "URBAN_ADMIN2_STATS_COMPILED.csv") + # ea_res = os.path.join(xx.final_folder, "URBAN_COMMUNE_STATS_COMPILED.csv") tPrint(f"{iso3} ***1k Extracting Global Layers") xx.extract_layers( global_landcover, @@ -343,12 +473,24 @@ def calculate_urban( def calc_pp_urban(in_folder, default_pop_file, admin_layer, output_folder, iso3=""): """Summarize urbanization from Pierre-Philippe's Dartboard methodology - INPUT - input_folder [string path] - location of dartboard urbanization - default_pop_file [string path] - default pop filename to use for urban population calculations - admin_layer [string path] - zones used to summarize population - RETURN - [geopandas dataframe] - contains total population and urban population for each shape + Parameters + ---------- + input_folder : string path + location of dartboard urbanization + default_pop_file : string path + default pop filename to use for urban population calculations + admin_layer : string path + zones used to summarize population + output_folder : string path + location to save output files + iso3 : string, optional + default "", filter to only process a specific country + + Returns + ------- + geopandas dataframe + contains total population and urban population for each shape + """ urban_layers = [ os.path.join(in_folder, x) for x in os.listdir(in_folder) if x[-4:] == ".tif" @@ -358,9 +500,9 @@ def calc_pp_urban(in_folder, default_pop_file, admin_layer, output_folder, iso3= cur_layer = urban_layers[0] inD = gpd.read_file(admin_layer) - default_pop_1k = default_pop_file.replace( - default_pop_file[:3], "%s1k" % default_pop_file[:3] - ) + # default_pop_1k = default_pop_file.replace( + # default_pop_file[:3], "%s1k" % default_pop_file[:3] + # ) for cur_layer in urban_layers: # tPrint(cur_layer) # Open and read in urban data @@ -369,10 +511,10 @@ def calc_pp_urban(in_folder, default_pop_file, admin_layer, output_folder, iso3= urban_data = (urban_data > 0).astype(urban_r.meta["dtype"]) # Extract population data urban_layer = os.path.basename(cur_layer) - default_pop = default_pop_file + # default_pop = default_pop_file if "1k" in urban_layer: - default_pop = default_pop_1k + # default_pop = default_pop_1k pop_layer = os.path.basename(cur_layer)[:11] pop_folder = os.path.join(output_folder, "FINAL_STANDARD_1KM") else: @@ -382,7 +524,7 @@ def calc_pp_urban(in_folder, default_pop_file, admin_layer, output_folder, iso3= if not os.path.exists(pop_file): if "1k" in urban_layer: - default_pop = default_pop_1k + # default_pop = default_pop_1k pop_layer = os.path.basename(cur_layer)[:9] pop_folder = os.path.join(output_folder, "FINAL_STANDARD_1KM") else: @@ -413,7 +555,19 @@ def calc_pp_urban(in_folder, default_pop_file, admin_layer, output_folder, iso3= def check_no_data(in_folder): - """loop through all the tif files in the FINAL folders and calculate the number of no-data cells""" + """ + Loop through all the tif files in the FINAL folders and calculate the number of no-data cells + + Parameters + ---------- + in_folder : string path + location of dartboard urbanization + + Returns + ------- + None + + """ for root, dirs, files in os.walk(in_folder): if "FINAL" in root: for f in files: @@ -426,7 +580,23 @@ def check_no_data(in_folder): def pp_point_urban_summaries(inD, urban_tiffs, out_file): - """summarize urbanization for point locations (inD) for each urban definition file (urban_tiffs)""" + """ + Summarize urbanization for point locations (inD) for each urban definition file (urban_tiffs) + + Parameters + ---------- + inD : geopandas dataframe + point locations to summarize urbanization + urban_tiffs : list + list of urban definition files + out_file : string path + location to save output file + + Returns + ------- + None + + """ for pFile in urban_tiffs: if pFile.endswith(".tif"): try: @@ -441,13 +611,29 @@ def pp_point_urban_summaries(inD, urban_tiffs, out_file): inD[os.path.basename(pFile).replace(".tif", "")] = [ x[0] for x in list(urb_res) ] - except: + except Exception: pass pd.DataFrame(inD.drop(["geometry"], axis=1)).to_csv(out_file) def point_urban_summaries(inD, pop_tiffs, out_file): - """summarize urbanization for point locations (inD) for each population file (pop_tiffs)""" + """ + Summarize urbanization for point locations (inD) for each population file (pop_tiffs) + + Parameters + ---------- + inD : geopandas dataframe + point locations to summarize urbanization + pop_tiffs : list + list of population files + out_file : string path + location to save output file + + Returns + ------- + None + + """ for pFile in pop_tiffs: urb_file = pFile.replace(".tif", "_urban.tif") hd_file = pFile.replace(".tif", "_urban_hd.tif") @@ -465,19 +651,42 @@ def point_urban_summaries(inD, pop_tiffs, out_file): inD[os.path.basename(curFile).replace(".tif", "")] = [ x[0] for x in list(urb_res) ] - except: + except Exception: pass pd.DataFrame(inD.drop(["geometry"], axis=1)).to_csv(out_file) def run_country(iso3): - local_path = "/home/public/Data/COUNTRY/{country}/POPULATION/WORLDPOP/".format( - country=iso3 - ) + # local_path = "/home/public/Data/COUNTRY/{country}/POPULATION/WORLDPOP/".format( + # country=iso3 + # ) + pass def run_zonal(iso3, output_folder, inG, pop_files, ea_file, pt_file): - """Summarize zonal statistics for urbanization numbers against polygons and points for both WB and PP urban calculations""" + """ + Summarize zonal statistics for urbanization numbers against polygons and points for both WB and PP urban calculations + + Parameters + ---------- + iso3 : string + 3 letter country code + output_folder : string + location to save output files + inG : geopandas dataframe + polygons to summarize urbanization + pop_files : list + list of population files + ea_file : string + location of admin boundary file + pt_file : string + location of point file + + Returns + ------- + None + + """ tPrint(f"Starting zonal calculations {iso3}") pp_deleniations_folder = ( "/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/AAPPC/Delineations" @@ -665,7 +874,7 @@ def run_zonal(iso3, output_folder, inG, pop_files, ea_file, pt_file): cur_def = EA_DEFS[iso3] ea_file = os.path.join(cur_def[0], cur_def[1]) pt_file = os.path.join(cur_def[0], cur_def[2]) - except: + except Exception: ea_file = "" pt_file = "" diff --git a/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/Data Preparation.ipynb b/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/Data Preparation.ipynb deleted file mode 100644 index 23e1c9f..0000000 --- a/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/Data Preparation.ipynb +++ /dev/null @@ -1,2480 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Mapping the socio-economic situation in Mpumalanga, South Africa\n", - "\n", - "In order to meet its commitments to the Paris agreements, South Africa is investigating ways to ween itself off of coal. This will be felt especially strongly in Mpumalanga, South Africa, a province in the north-east of the country between Johannesburg and Eswatini. Mpumalanga is a sparsely populated area home to most of South Africa's coal communities and coal power plants." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/.conda/envs/ee/lib/python3.9/site-packages/geopandas/_compat.py:106: UserWarning: The Shapely GEOS version (3.9.1-CAPI-1.14.2) is incompatible with the GEOS version PyGEOS was compiled with (3.10.4-CAPI-1.16.2). Conversions between both will be slow.\n", - " warnings.warn(\n" - ] - } - ], - "source": [ - "import sys\n", - "import os\n", - "import rasterio\n", - "\n", - "import pandas as pd\n", - "import geopandas as gpd\n", - "import skimage.graph as graph\n", - "\n", - "from shapely.geometry import box, Point\n", - "\n", - "sys.path.insert(0, \"/home/wb411133/Code/gostrocks/src\")\n", - "\n", - "import GOSTRocks.dataMisc as dataMisc\n", - "import GOSTRocks.ntlMisc as ntlMisc\n", - "import GOSTRocks.ghslMisc as ghslMisc\n", - "import GOSTRocks.rasterMisc as rMisc\n", - "import GOSTRocks.mapMisc as mapMisc\n", - "from GOSTRocks.misc import tPrint\n", - "\n", - "sys.path.insert(0, \"/home/wb411133/Code/GOSTNets_Raster/src\")\n", - "import GOSTNetsRaster.market_access as ma\n", - "\n", - "%load_ext autoreload\n", - "%autoreload 2" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# Define input variables\n", - "in_folder = \"/home/wb411133/projects/URB_SURDR_ZAF\"\n", - "ntl_folder = os.path.join(in_folder, \"NTL_data\")\n", - "ghsl_folder = os.path.join(in_folder, \"GHSL_data\")\n", - "urban_folder = os.path.join(in_folder, \"URBAN\")\n", - "ma_folder = os.path.join(in_folder, \"market_access\")\n", - "infra_folder = os.path.join(in_folder, \"Infra\")\n", - "protected_areas_folder = os.path.join(in_folder, \"Protected_Areas\")\n", - "for f in [\n", - " in_folder,\n", - " ntl_folder,\n", - " ghsl_folder,\n", - " ma_folder,\n", - " infra_folder,\n", - " protected_areas_folder,\n", - "]:\n", - " if not os.path.exists(f):\n", - " os.makedirs(f)\n", - "\n", - "# Define global variables\n", - "global_bounds = (\n", - " \"/home/public/Data/GLOBAL/ADMIN/ADMIN2/HighRes_20230328/shp/WB_GAD_ADM0.shp\"\n", - ")\n", - "ghs_folder = \"/home/public/Data/GLOBAL/GHSL\"\n", - "ghs_built_folder = os.path.join(ghs_folder, \"Built\")\n", - "ghs_built_files = [x for x in os.listdir(ghs_built_folder) if x.endswith(\".tif\")]\n", - "ghs_smod_file = os.path.join(\n", - " ghs_folder, \"SMOD\", \"GHS_SMOD_E2020_GLOBE_R2023A_54009_1000_V1_0.tif\"\n", - ")\n", - "ghs_ucdb = os.path.join(\n", - " ghs_folder, \"GHS_UCBD_R2019A\", \"GHS_STAT_UCDB2015MT_GLOBE_R2019A_V1_2.gpkg\"\n", - ")\n", - "global_friction = \"/home/public/Data/GLOBAL/INFRA/FRICTION_2020/2020_motorized_friction_surface.geotiff\"\n", - "global_airports_file = os.path.join(\n", - " infra_folder, \"airport_volume_airport_locations.csv\"\n", - ")\n", - "\n", - "# Define local variables\n", - "admin0_file = os.path.join(in_folder, \"ZAF_select_adm0.shp\")\n", - "admin3_file = os.path.join(in_folder, \"ADMIN\", \"admin3_geoBounds_FINAL.shp\")\n", - "ghsl_thresh = 0.1\n", - "local_ghsl_file = os.path.join(in_folder, f\"ghsl_combined_{int(ghsl_thresh*100)}.tif\")\n", - "urban_raster = os.path.join(urban_folder, \"zaf1k_cpo20_urban.tif\")\n", - "urban_raster_pop = os.path.join(urban_folder, \"zaf1k_cpo20.tif\")\n", - "urban_extents_file = os.path.join(urban_folder, \"cpo20_urban_extents.shp\")\n", - "local_ghs_smod_file = os.path.join(in_folder, \"GHS_SMOD_2020.tif\")\n", - "major_urban_extents = os.path.join(in_folder, \"major_cities_UCDB2019.shp\")\n", - "local_friction_file = os.path.join(ma_folder, \"friction_2020.tif\")\n", - "local_airports = os.path.join(infra_folder, \"airports_ZAF_and_neighbours.geojson\")\n", - "local_ports = os.path.join(infra_folder, \"Ports.shp\")\n", - "tourist_locations = os.path.join(infra_folder, \"Kruger_EntryGates.shp\")\n", - "protected_areas = os.path.join(protected_areas_folder, \"SAPAD_IR_2023_Q2_01.shp\")" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# read in base data\n", - "ntl_files = dataMisc.aws_search_ntl()\n", - "admin0_bounds = gpd.read_file(global_bounds)\n", - "if not os.path.exists(admin0_file):\n", - " zaf_bounds = admin0_bounds.loc[admin0_bounds[\"WB_A3\"] == \"ZAF\"]\n", - " zaf_bounds.to_file(admin0_file)\n", - "else:\n", - " zaf_bounds = gpd.read_file(admin0_file)\n", - "neighbours = admin0_bounds.loc[\n", - " admin0_bounds.intersects(zaf_bounds.unary_union.buffer(0.1))\n", - "]\n", - "#\n", - "admin1_bounds = dataMisc.get_geoboundaries(\"ZAF\", \"ADM1\")\n", - "admin2_bounds = dataMisc.get_geoboundaries(\"ZAF\", \"ADM2\")\n", - "admin3_bounds = dataMisc.get_geoboundaries(\"ZAF\", \"ADM3\")\n", - "focal_state = admin1_bounds.loc[admin1_bounds[\"shapeName\"] == \"Mpumalanga\"]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "admin1_bounds.to_file(os.path.join(in_folder, \"admin1_geoBounds.shp\"))\n", - "admin2_bounds.to_file(os.path.join(in_folder, \"admin2_geoBounds.shp\"))\n", - "admin3_bounds.to_file(os.path.join(in_folder, \"admin3_geoBounds.shp\"))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Clip raster datasets" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Clip out nighttime lights annual images\n", - "# Mpumalanga\n", - "ntlMisc.generate_annual_composites(\n", - " focal_state.unary_union, out_folder=os.path.join(ntl_folder, \"Mpumalanga\")\n", - ")\n", - "# ZAF\n", - "# ntlMisc.generate_annual_composites(zaf_bounds.unary_union, out_folder=os.path.join(ntl_folder, \"ZAF\"))\n", - "# Neighbours\n", - "# ntlMisc.generate_annual_composites(neighbours.unary_union, out_folder=os.path.join(ntl_folder, \"Neighbours\"))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Clip out GHSL layers\n", - "for cur_raster_file in ghs_built_files:\n", - " out_file = os.path.join(ghsl_folder, os.path.basename(cur_raster_file))\n", - " if not os.path.exists(out_file):\n", - " rMisc.clipRaster(\n", - " rasterio.open(os.path.join(ghs_built_folder, cur_raster_file)),\n", - " zaf_bounds,\n", - " out_file,\n", - " crop=False,\n", - " )\n", - " tPrint(out_file)\n", - "\n", - "# Combine GHSL layers into single file\n", - "ghsl_files = sorted(\n", - " [\n", - " os.path.join(ghsl_folder, x)\n", - " for x in os.listdir(ghsl_folder)\n", - " if x.endswith(\".tif\")\n", - " ]\n", - ")\n", - "if not os.path.exists(local_ghsl_file):\n", - " ghsl_res = ghslMisc.combine_ghsl_annual(\n", - " ghsl_files, built_thresh=ghsl_thresh, out_file=out_file\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# clip out GHS-SMOD data\n", - "if not os.path.exists(local_ghs_smod_file):\n", - " rMisc.clipRaster(\n", - " rasterio.open(ghs_smod_file), neighbours, local_ghs_smod_file, crop=False\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Convert urban centres from the constrained world_pop 2020 dataset to vector\n", - "if not os.path.exists(urban_extents_file):\n", - " urban_extents = rMisc.vectorize_raster(rasterio.open(urban_raster), bad_vals=[0])\n", - " urban_extents[\"geometry\"] = urban_extents[\"geometry\"].apply(lambda x: x.buffer(0))\n", - "\n", - " # Attribute with population\n", - " res = rMisc.zonalStats(urban_extents, urban_raster_pop, minVal=0)\n", - " res = pd.DataFrame(res, columns=[\"SUM\", \"MIN\", \"MAX\", \"MEAN\"])\n", - " urban_extents[\"Pop2020\"] = res[\"SUM\"]\n", - " urban_extents.to_file(urban_extents_file)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Extract major settlements from UCDB\n", - "if not os.path.exists(major_urban_extents):\n", - " all_extents = gpd.read_file(ghs_ucdb)\n", - " sel_extents = all_extents.loc[all_extents.intersects(box(*neighbours.total_bounds))]\n", - " sel_extents.to_file(major_urban_extents)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "all_extents.head()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Extract international airports" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "if not os.path.exists(local_airports):\n", - " inA = pd.read_csv(global_airports_file)\n", - " inA_geom = [\n", - " Point(x) for x in zip(inA[\"Airport1Longitude\"], inA[\"Airport1Latitude\"])\n", - " ]\n", - " inA = gpd.GeoDataFrame(inA, geometry=inA_geom, crs=4326)\n", - " selA = inA.loc[inA.intersects(neighbours.unary_union)]\n", - " selA.to_file(local_airports, driver=\"GeoJSON\")\n", - "\n", - "\"\"\"headers = {'Accept': 'application/json'}\n", - "ddh_international_airports = \"https://wiki.worldbank.org/pages/viewpage.action?spaceKey=GEOS&title=Guide+to+procurement+of+satellite+imagery+and+derived+products\"\n", - "ddh_r = requests.get(ddh_international_airports, headers=headers)\n", - "ddh_r.json()\"\"\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Market access" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "if not os.path.exists(local_friction_file):\n", - " rMisc.clipRaster(\n", - " rasterio.open(global_friction), neighbours, local_friction_file, crop=False\n", - " )\n", - "\n", - "friction = rasterio.open(local_friction_file)\n", - "frictionD = friction.read()[0, :, :] * 1000\n", - "mcp = graph.MCP_Geometric(frictionD)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Measure access to all major cities in ucdb\n", - "tt_major_cities = os.path.join(ma_folder, \"tt_major_cities.tif\")\n", - "if not os.path.exists(tt_major_cities):\n", - " dests = gpd.read_file(major_urban_extents)\n", - " dests[\"geometry\"] = dests[\"geometry\"].apply(lambda x: x.centroid)\n", - " travel_costs, traceback = ma.calculate_travel_time(friction, mcp, dests)\n", - " with rasterio.open(tt_major_cities, \"w\", **friction.profile.copy()) as out_tt:\n", - " out_tt.write_band(1, travel_costs)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Measure access to international airports\n", - "tt_airports = os.path.join(ma_folder, \"tt_airports.tif\")\n", - "if not os.path.exists(tt_airports):\n", - " airports = gpd.read_file(local_airports)\n", - " travel_costs, traceback = ma.calculate_travel_time(friction, mcp, airports)\n", - " with rasterio.open(tt_airports, \"w\", **friction.profile.copy()) as out_tt:\n", - " out_tt.write_band(1, travel_costs)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Measure access to international ports\n", - "tt_ports = os.path.join(ma_folder, \"tt_ports.tif\")\n", - "if not os.path.exists(tt_ports):\n", - " ports = gpd.read_file(local_ports)\n", - " travel_costs, traceback = ma.calculate_travel_time(friction, mcp, ports)\n", - " with rasterio.open(tt_ports, \"w\", **friction.profile.copy()) as out_tt:\n", - " out_tt.write_band(1, travel_costs)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Measure access to kruger national park\n", - "tt_ports = os.path.join(ma_folder, \"tt_tourism.tif\")\n", - "if not os.path.exists(tt_ports):\n", - " ports = gpd.read_file(tourist_locations)\n", - " travel_costs, traceback = ma.calculate_travel_time(friction, mcp, ports)\n", - " with rasterio.open(tt_ports, \"w\", **friction.profile.copy()) as out_tt:\n", - " out_tt.write_band(1, travel_costs)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Measure access to all national protected areas\n", - "tt_ports = os.path.join(ma_folder, \"tt_protected.tif\")\n", - "if not os.path.exists(tt_ports):\n", - " ports = gpd.read_file(protected_areas)\n", - " ports[\"geometry\"] = ports[\"geometry\"].apply(lambda x: x.centroid)\n", - " travel_costs, traceback = ma.calculate_travel_time(friction, mcp, ports)\n", - " with rasterio.open(tt_ports, \"w\", **friction.profile.copy()) as out_tt:\n", - " out_tt.write_band(1, travel_costs)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "dests = gpd.read_file(admin3_file)\n", - "dests[\"geometry\"] = dests[\"geometry\"].apply(lambda x: x.centroid)\n", - "\n", - "od_res = ma.calculate_od_matrix(friction, mcp, dests)\n", - "final_od = pd.DataFrame(od_res)\n", - "final_od.to_csv(os.path.join(ma_folder, \"admins3_od.csv\"))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# calculate total population and nighttime lights brightness for each admin3\n", - "dests = gpd.read_file(admin3_file)\n", - "pop_res = rMisc.zonalStats(dests, urban_raster_pop, minVal=0, reProj=True)\n", - "pop_res = pd.DataFrame(pop_res, columns=[\"SUM\", \"MIN\", \"MAX\", \"MEAN\"])\n", - "pop_res" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ntl_raster = os.path.join(ntl_folder, \"Neighbours\", \"VIIRS_2022_annual.tif\")\n", - "ntl_res = rMisc.zonalStats(dests, ntl_raster, minVal=1, reProj=True)\n", - "ntl_res = pd.DataFrame(ntl_res, columns=[\"SUM\", \"MIN\", \"MAX\", \"MEAN\"])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Map random\n", - "dests[\"Pop\"] = pop_res[\"SUM\"]\n", - "dests[\"NTL\"] = pop_res[\"SUM\"]\n", - "mapMisc.static_map_vector(\n", - " dests,\n", - " \"Pop\",\n", - " legend_loc=\"upper left\",\n", - " thresh=[0, 50000, 100000, 250000, 500000, 200000000],\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Calculate Main Place to Protected Areas OD" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "municipalities = os.path.join(\n", - " in_folder, \"MiningCommunities\", \"MainPlaces\", \"MP_SA_2011.shp\"\n", - ")\n", - "inM = gpd.read_file(municipalities)\n", - "inM[\"geometry\"] = inM[\"geometry\"].apply(lambda x: x.centroid)\n", - "\n", - "destinations = gpd.read_file(protected_areas)\n", - "destinations = destinations.to_crs(22293)\n", - "destinations[\"area_km\"] = destinations[\"geometry\"].apply(lambda x: x.area / 1000000)\n", - "destinations = destinations.to_crs(4326)\n", - "destinations[\"geometry\"] = destinations[\"geometry\"].apply(lambda x: x.centroid)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "# Calculate travel time\n", - "popR = rasterio.open(urban_raster_pop)\n", - "ttr = rasterio.open(local_friction_file)\n", - "frictionD = ttr.read()[0, :, :] * 1000\n", - "mcp = graph.MCP_Geometric(frictionD)" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "09:51:23\tStarting 0\n", - "09:51:30\tStarting 1\n", - "09:51:37\tStarting 2\n", - "09:51:44\tStarting 3\n", - "09:51:51\tStarting 4\n", - "09:51:58\tStarting 5\n", - "09:52:05\tStarting 6\n", - "09:52:12\tStarting 7\n", - "09:52:19\tStarting 8\n", - "09:52:26\tStarting 9\n", - "09:52:33\tStarting 10\n", - "09:52:40\tStarting 11\n", - "09:52:47\tStarting 12\n", - "09:52:54\tStarting 13\n", - "09:53:01\tStarting 14\n", - "09:53:08\tStarting 15\n", - "09:53:15\tStarting 16\n", - "09:53:22\tStarting 17\n", - 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"output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mod\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mma\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcalculate_od_matrix\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mttr\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmcp\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minM\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdestinations\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mxx\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mDataFrame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mod\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mxx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0minM\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMP_CODE_st\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0mxx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdestinations\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mWDPAID\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mxx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_csv\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mout_varun_folder\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"mp_protected_areas_OD.csv\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/.conda/envs/ee/lib/python3.9/site-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m__setattr__\u001b[0;34m(self, name, value)\u001b[0m\n\u001b[1;32m 5476\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5477\u001b[0m \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__getattribute__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 5478\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mobject\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__setattr__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 5479\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mAttributeError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5480\u001b[0m \u001b[0;32mpass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32mpandas/_libs/properties.pyx\u001b[0m in \u001b[0;36mpandas._libs.properties.AxisProperty.__set__\u001b[0;34m()\u001b[0m\n", - "\u001b[0;32m~/.conda/envs/ee/lib/python3.9/site-packages/pandas/core/generic.py\u001b[0m in \u001b[0;36m_set_axis\u001b[0;34m(self, axis, labels)\u001b[0m\n\u001b[1;32m 668\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_set_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabels\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mIndex\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 669\u001b[0m \u001b[0mlabels\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mensure_index\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlabels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 670\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_mgr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_axis\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 671\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_clear_item_cache\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 672\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/.conda/envs/ee/lib/python3.9/site-packages/pandas/core/internals/managers.py\u001b[0m in \u001b[0;36mset_axis\u001b[0;34m(self, axis, new_labels)\u001b[0m\n\u001b[1;32m 218\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 219\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mnew_len\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0mold_len\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 220\u001b[0;31m raise ValueError(\n\u001b[0m\u001b[1;32m 221\u001b[0m \u001b[0;34mf\"Length mismatch: Expected axis has {old_len} elements, new \"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 222\u001b[0m \u001b[0;34mf\"values have {new_len} elements\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mValueError\u001b[0m: Length mismatch: Expected axis has 1651 elements, new values have 14039 elements" - ] - } - ], - "source": [ - "od = ma.calculate_od_matrix(ttr, mcp, inM, destinations)\n", - "xx = pd.DataFrame(od)\n", - "xx.columns = inM.MP_CODE_st\n", - "xx.index = destinations.WDPAID\n", - "xx.to_csv(os.path.join(out_varun_folder, \"mp_protected_areas_OD.csv\"))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Calculate Main Place OD" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "municipalities = os.path.join(\n", - " in_folder, \"MiningCommunities\", \"MainPlaces\", \"MP_SA_2011.shp\"\n", - ")\n", - "inM = gpd.read_file(municipalities)\n", - "inM[\"geometry\"] = inM[\"geometry\"].apply(lambda x: x.centroid)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Calculate travel time\n", - "popR = rasterio.open(urban_raster_pop)\n", - "ttr = rasterio.open(local_friction_file)\n", - "frictionD = ttr.read()[0, :, :] * 1000\n", - "mcp = graph.MCP_Geometric(frictionD)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "od = ma.calculate_od_matrix(ttr, mcp, inM, inM)\n", - "xx = pd.DataFrame(od)\n", - "xx.columns = inM.MP_CODE_st\n", - "xx.index = sel_sp.MP_CODE_st\n", - "xx.to_csv(os.path.join(out_varun_folder, \"all_mp.csv\"))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "xx.columns = inM.MP_CODE_st\n", - "xx.index = inM.MP_CODE_st" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "xx.to_csv(os.path.join(ma_folder, \"all_mp_od.csv\"))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "xx.head()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Calculate gravity" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ma.calculate_gravity?" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "weights = pd.read_csv(os.path.join(in_folder, \"ZONAL_RES\", \"named_places_zonal.csv\"))\n", - "weights.head()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "weights.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "xx.shape" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "simple_gravity = ma.calculate_gravity(xx)\n", - "simple_gravity.head()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "pop_gravity = ma.calculate_gravity(xx, weights[\"POP\"].values, weights[\"POP\"].values)\n", - "pop_gravity.head()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ntl_gravity = ma.calculate_gravity(\n", - " xx, weights[\"NTL_2023\"].values, weights[\"NTL_2023\"].values\n", - ")\n", - "ntl_gravity.head()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "inM = gpd.read_file(municipalities)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "def create_ma_geometry(ma_df, out_file, xx_inM, ma_col=[\"d_0.001\"], driver=\"GeoJSON\"):\n", - " # create output geospatial market access data\n", - " simple_geog = ma_df.copy()\n", - " simple_geog = simple_geog.loc[:, ma_col]\n", - " simple_geog[\"geometry\"] = xx_inM[\"geometry\"].values\n", - " simple_geog = gpd.GeoDataFrame(simple_geog, geometry=\"geometry\", crs=xx_inM.crs)\n", - " pd.DataFrame(simple_geog.drop([\"geometry\"], axis=1)).to_csv(f\"{out_file}.csv\")\n", - " simple_geog.to_file(out_file, driver=driver)\n", - " return simple_geog" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ma_folder" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "create_ma_geometry(\n", - " simple_gravity,\n", - " os.path.join(ma_folder, \"simple_ma.shp\"),\n", - " inM,\n", - " driver=\"ESRI Shapefile\",\n", - ")\n", - "create_ma_geometry(\n", - " pop_gravity, os.path.join(ma_folder, \"pop_ma.shp\"), inM, driver=\"ESRI Shapefile\"\n", - ")\n", - "create_ma_geometry(\n", - " ntl_gravity, os.path.join(ma_folder, \"ntl_ma.shp\"), inM, driver=\"ESRI Shapefile\"\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "weights.head()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "weights.loc[weights[\"MP_CODE_st\"] == 798020]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Debugging" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Earth Engine", - "language": "python", - "name": "ee" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.4" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/Data_Preparation.ipynb b/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/Data_Preparation.ipynb new file mode 100644 index 0000000..8896ed1 --- /dev/null +++ b/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/Data_Preparation.ipynb @@ -0,0 +1,756 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Mapping the socio-economic situation in Mpumalanga, South Africa\n", + "\n", + "In order to meet its commitments to the Paris agreements, South Africa is investigating ways to ween itself off of coal. This will be felt especially strongly in Mpumalanga, South Africa, a province in the north-east of the country between Johannesburg and Eswatini. Mpumalanga is a sparsely populated area home to most of South Africa's coal communities and coal power plants." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "import os\n", + "import rasterio\n", + "\n", + "import pandas as pd\n", + "import geopandas as gpd\n", + "import skimage.graph as graph\n", + "\n", + "from shapely.geometry import box, Point\n", + "\n", + "sys.path.insert(0, \"/home/wb411133/Code/gostrocks/src\")\n", + "\n", + "import GOSTRocks.dataMisc as dataMisc\n", + "import GOSTRocks.ntlMisc as ntlMisc\n", + "import GOSTRocks.ghslMisc as ghslMisc\n", + "import GOSTRocks.rasterMisc as rMisc\n", + "import GOSTRocks.mapMisc as mapMisc\n", + "from GOSTRocks.misc import tPrint\n", + "\n", + "sys.path.insert(0, \"/home/wb411133/Code/GOSTNets_Raster/src\")\n", + "import GOSTNetsRaster.market_access as ma\n", + "\n", + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Define input variables\n", + "in_folder = \"/home/wb411133/projects/URB_SURDR_ZAF\"\n", + "ntl_folder = os.path.join(in_folder, \"NTL_data\")\n", + "ghsl_folder = os.path.join(in_folder, \"GHSL_data\")\n", + "urban_folder = os.path.join(in_folder, \"URBAN\")\n", + "ma_folder = os.path.join(in_folder, \"market_access\")\n", + "infra_folder = os.path.join(in_folder, \"Infra\")\n", + "protected_areas_folder = os.path.join(in_folder, \"Protected_Areas\")\n", + "for f in [\n", + " in_folder,\n", + " ntl_folder,\n", + " ghsl_folder,\n", + " ma_folder,\n", + " infra_folder,\n", + " protected_areas_folder,\n", + "]:\n", + " if not os.path.exists(f):\n", + " os.makedirs(f)\n", + "\n", + "# Define global variables\n", + "global_bounds = (\n", + " \"/home/public/Data/GLOBAL/ADMIN/ADMIN2/HighRes_20230328/shp/WB_GAD_ADM0.shp\"\n", + ")\n", + "ghs_folder = \"/home/public/Data/GLOBAL/GHSL\"\n", + "ghs_built_folder = os.path.join(ghs_folder, \"Built\")\n", + "ghs_built_files = [x for x in os.listdir(ghs_built_folder) if x.endswith(\".tif\")]\n", + "ghs_smod_file = os.path.join(\n", + " ghs_folder, \"SMOD\", \"GHS_SMOD_E2020_GLOBE_R2023A_54009_1000_V1_0.tif\"\n", + ")\n", + "ghs_ucdb = os.path.join(\n", + " ghs_folder, \"GHS_UCBD_R2019A\", \"GHS_STAT_UCDB2015MT_GLOBE_R2019A_V1_2.gpkg\"\n", + ")\n", + "global_friction = \"/home/public/Data/GLOBAL/INFRA/FRICTION_2020/2020_motorized_friction_surface.geotiff\"\n", + "global_airports_file = os.path.join(\n", + " infra_folder, \"airport_volume_airport_locations.csv\"\n", + ")\n", + "\n", + "# Define local variables\n", + "admin0_file = os.path.join(in_folder, \"ZAF_select_adm0.shp\")\n", + "admin3_file = os.path.join(in_folder, \"ADMIN\", \"admin3_geoBounds_FINAL.shp\")\n", + "ghsl_thresh = 0.1\n", + "local_ghsl_file = os.path.join(in_folder, f\"ghsl_combined_{int(ghsl_thresh*100)}.tif\")\n", + "urban_raster = os.path.join(urban_folder, \"zaf1k_cpo20_urban.tif\")\n", + "urban_raster_pop = os.path.join(urban_folder, \"zaf1k_cpo20.tif\")\n", + "urban_extents_file = os.path.join(urban_folder, \"cpo20_urban_extents.shp\")\n", + "local_ghs_smod_file = os.path.join(in_folder, \"GHS_SMOD_2020.tif\")\n", + "major_urban_extents = os.path.join(in_folder, \"major_cities_UCDB2019.shp\")\n", + "local_friction_file = os.path.join(ma_folder, \"friction_2020.tif\")\n", + "local_airports = os.path.join(infra_folder, \"airports_ZAF_and_neighbours.geojson\")\n", + "local_ports = os.path.join(infra_folder, \"Ports.shp\")\n", + "tourist_locations = os.path.join(infra_folder, \"Kruger_EntryGates.shp\")\n", + "protected_areas = os.path.join(protected_areas_folder, \"SAPAD_IR_2023_Q2_01.shp\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# read in base data\n", + "ntl_files = dataMisc.aws_search_ntl()\n", + "admin0_bounds = gpd.read_file(global_bounds)\n", + "if not os.path.exists(admin0_file):\n", + " zaf_bounds = admin0_bounds.loc[admin0_bounds[\"WB_A3\"] == \"ZAF\"]\n", + " zaf_bounds.to_file(admin0_file)\n", + "else:\n", + " zaf_bounds = gpd.read_file(admin0_file)\n", + "neighbours = admin0_bounds.loc[\n", + " admin0_bounds.intersects(zaf_bounds.unary_union.buffer(0.1))\n", + "]\n", + "#\n", + "admin1_bounds = dataMisc.get_geoboundaries(\"ZAF\", \"ADM1\")\n", + "admin2_bounds = dataMisc.get_geoboundaries(\"ZAF\", \"ADM2\")\n", + "admin3_bounds = dataMisc.get_geoboundaries(\"ZAF\", \"ADM3\")\n", + "focal_state = admin1_bounds.loc[admin1_bounds[\"shapeName\"] == \"Mpumalanga\"]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "admin1_bounds.to_file(os.path.join(in_folder, \"admin1_geoBounds.shp\"))\n", + "admin2_bounds.to_file(os.path.join(in_folder, \"admin2_geoBounds.shp\"))\n", + "admin3_bounds.to_file(os.path.join(in_folder, \"admin3_geoBounds.shp\"))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Clip raster datasets" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Clip out nighttime lights annual images\n", + "# Mpumalanga\n", + "ntlMisc.generate_annual_composites(\n", + " focal_state.unary_union, out_folder=os.path.join(ntl_folder, \"Mpumalanga\")\n", + ")\n", + "# ZAF\n", + "# ntlMisc.generate_annual_composites(zaf_bounds.unary_union, out_folder=os.path.join(ntl_folder, \"ZAF\"))\n", + "# Neighbours\n", + "# ntlMisc.generate_annual_composites(neighbours.unary_union, out_folder=os.path.join(ntl_folder, \"Neighbours\"))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Clip out GHSL layers\n", + "for cur_raster_file in ghs_built_files:\n", + " out_file = os.path.join(ghsl_folder, os.path.basename(cur_raster_file))\n", + " if not os.path.exists(out_file):\n", + " rMisc.clipRaster(\n", + " rasterio.open(os.path.join(ghs_built_folder, cur_raster_file)),\n", + " zaf_bounds,\n", + " out_file,\n", + " crop=False,\n", + " )\n", + " tPrint(out_file)\n", + "\n", + "# Combine GHSL layers into single file\n", + "ghsl_files = sorted(\n", + " [\n", + " os.path.join(ghsl_folder, x)\n", + " for x in os.listdir(ghsl_folder)\n", + " if x.endswith(\".tif\")\n", + " ]\n", + ")\n", + "if not os.path.exists(local_ghsl_file):\n", + " ghsl_res = ghslMisc.combine_ghsl_annual(\n", + " ghsl_files, built_thresh=ghsl_thresh, out_file=out_file\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# clip out GHS-SMOD data\n", + "if not os.path.exists(local_ghs_smod_file):\n", + " rMisc.clipRaster(\n", + " rasterio.open(ghs_smod_file), neighbours, local_ghs_smod_file, crop=False\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Convert urban centres from the constrained world_pop 2020 dataset to vector\n", + "if not os.path.exists(urban_extents_file):\n", + " urban_extents = rMisc.vectorize_raster(rasterio.open(urban_raster), bad_vals=[0])\n", + " urban_extents[\"geometry\"] = urban_extents[\"geometry\"].apply(lambda x: x.buffer(0))\n", + "\n", + " # Attribute with population\n", + " res = rMisc.zonalStats(urban_extents, urban_raster_pop, minVal=0)\n", + " res = pd.DataFrame(res, columns=[\"SUM\", \"MIN\", \"MAX\", \"MEAN\"])\n", + " urban_extents[\"Pop2020\"] = res[\"SUM\"]\n", + " urban_extents.to_file(urban_extents_file)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Extract major settlements from UCDB\n", + "if not os.path.exists(major_urban_extents):\n", + " all_extents = gpd.read_file(ghs_ucdb)\n", + " sel_extents = all_extents.loc[all_extents.intersects(box(*neighbours.total_bounds))]\n", + " sel_extents.to_file(major_urban_extents)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "all_extents.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Extract international airports" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "if not os.path.exists(local_airports):\n", + " inA = pd.read_csv(global_airports_file)\n", + " inA_geom = [\n", + " Point(x) for x in zip(inA[\"Airport1Longitude\"], inA[\"Airport1Latitude\"])\n", + " ]\n", + " inA = gpd.GeoDataFrame(inA, geometry=inA_geom, crs=4326)\n", + " selA = inA.loc[inA.intersects(neighbours.unary_union)]\n", + " selA.to_file(local_airports, driver=\"GeoJSON\")\n", + "\n", + "\"\"\"headers = {'Accept': 'application/json'}\n", + "ddh_international_airports = \"https://wiki.worldbank.org/pages/viewpage.action?spaceKey=GEOS&title=Guide+to+procurement+of+satellite+imagery+and+derived+products\"\n", + "ddh_r = requests.get(ddh_international_airports, headers=headers)\n", + "ddh_r.json()\"\"\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Market access" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "if not os.path.exists(local_friction_file):\n", + " rMisc.clipRaster(\n", + " rasterio.open(global_friction), neighbours, local_friction_file, crop=False\n", + " )\n", + "\n", + "friction = rasterio.open(local_friction_file)\n", + "frictionD = friction.read()[0, :, :] * 1000\n", + "mcp = graph.MCP_Geometric(frictionD)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Measure access to all major cities in ucdb\n", + "tt_major_cities = os.path.join(ma_folder, \"tt_major_cities.tif\")\n", + "if not os.path.exists(tt_major_cities):\n", + " dests = gpd.read_file(major_urban_extents)\n", + " dests[\"geometry\"] = dests[\"geometry\"].apply(lambda x: x.centroid)\n", + " travel_costs, traceback = ma.calculate_travel_time(friction, mcp, dests)\n", + " with rasterio.open(tt_major_cities, \"w\", **friction.profile.copy()) as out_tt:\n", + " out_tt.write_band(1, travel_costs)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Measure access to international airports\n", + "tt_airports = os.path.join(ma_folder, \"tt_airports.tif\")\n", + "if not os.path.exists(tt_airports):\n", + " airports = gpd.read_file(local_airports)\n", + " travel_costs, traceback = ma.calculate_travel_time(friction, mcp, airports)\n", + " with rasterio.open(tt_airports, \"w\", **friction.profile.copy()) as out_tt:\n", + " out_tt.write_band(1, travel_costs)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Measure access to international ports\n", + "tt_ports = os.path.join(ma_folder, \"tt_ports.tif\")\n", + "if not os.path.exists(tt_ports):\n", + " ports = gpd.read_file(local_ports)\n", + " travel_costs, traceback = ma.calculate_travel_time(friction, mcp, ports)\n", + " with rasterio.open(tt_ports, \"w\", **friction.profile.copy()) as out_tt:\n", + " out_tt.write_band(1, travel_costs)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Measure access to kruger national park\n", + "tt_ports = os.path.join(ma_folder, \"tt_tourism.tif\")\n", + "if not os.path.exists(tt_ports):\n", + " ports = gpd.read_file(tourist_locations)\n", + " travel_costs, traceback = ma.calculate_travel_time(friction, mcp, ports)\n", + " with rasterio.open(tt_ports, \"w\", **friction.profile.copy()) as out_tt:\n", + " out_tt.write_band(1, travel_costs)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Measure access to all national protected areas\n", + "tt_ports = os.path.join(ma_folder, \"tt_protected.tif\")\n", + "if not os.path.exists(tt_ports):\n", + " ports = gpd.read_file(protected_areas)\n", + " ports[\"geometry\"] = ports[\"geometry\"].apply(lambda x: x.centroid)\n", + " travel_costs, traceback = ma.calculate_travel_time(friction, mcp, ports)\n", + " with rasterio.open(tt_ports, \"w\", **friction.profile.copy()) as out_tt:\n", + " out_tt.write_band(1, travel_costs)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "dests = gpd.read_file(admin3_file)\n", + "dests[\"geometry\"] = dests[\"geometry\"].apply(lambda x: x.centroid)\n", + "\n", + "od_res = ma.calculate_od_matrix(friction, mcp, dests)\n", + "final_od = pd.DataFrame(od_res)\n", + "final_od.to_csv(os.path.join(ma_folder, \"admins3_od.csv\"))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# calculate total population and nighttime lights brightness for each admin3\n", + "dests = gpd.read_file(admin3_file)\n", + "pop_res = rMisc.zonalStats(dests, urban_raster_pop, minVal=0, reProj=True)\n", + "pop_res = pd.DataFrame(pop_res, columns=[\"SUM\", \"MIN\", \"MAX\", \"MEAN\"])\n", + "pop_res" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "ntl_raster = os.path.join(ntl_folder, \"Neighbours\", \"VIIRS_2022_annual.tif\")\n", + "ntl_res = rMisc.zonalStats(dests, ntl_raster, minVal=1, reProj=True)\n", + "ntl_res = pd.DataFrame(ntl_res, columns=[\"SUM\", \"MIN\", \"MAX\", \"MEAN\"])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Map random\n", + "dests[\"Pop\"] = pop_res[\"SUM\"]\n", + "dests[\"NTL\"] = pop_res[\"SUM\"]\n", + "mapMisc.static_map_vector(\n", + " dests,\n", + " \"Pop\",\n", + " legend_loc=\"upper left\",\n", + " thresh=[0, 50000, 100000, 250000, 500000, 200000000],\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Calculate Main Place to Protected Areas OD" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "municipalities = os.path.join(\n", + " in_folder, \"MiningCommunities\", \"MainPlaces\", \"MP_SA_2011.shp\"\n", + ")\n", + "inM = gpd.read_file(municipalities)\n", + "inM[\"geometry\"] = inM[\"geometry\"].apply(lambda x: x.centroid)\n", + "\n", + "destinations = gpd.read_file(protected_areas)\n", + "destinations = destinations.to_crs(22293)\n", + "destinations[\"area_km\"] = destinations[\"geometry\"].apply(lambda x: x.area / 1000000)\n", + "destinations = destinations.to_crs(4326)\n", + "destinations[\"geometry\"] = destinations[\"geometry\"].apply(lambda x: x.centroid)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate travel time\n", + "popR = rasterio.open(urban_raster_pop)\n", + "ttr = rasterio.open(local_friction_file)\n", + "frictionD = ttr.read()[0, :, :] * 1000\n", + "mcp = graph.MCP_Geometric(frictionD)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "od = ma.calculate_od_matrix(ttr, mcp, inM, destinations)\n", + "xx = pd.DataFrame(od)\n", + "xx.columns = inM.MP_CODE_st\n", + "xx.index = destinations.WDPAID\n", + "xx.to_csv(os.path.join(out_varun_folder, \"mp_protected_areas_OD.csv\"))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Calculate Main Place OD" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "municipalities = os.path.join(\n", + " in_folder, \"MiningCommunities\", \"MainPlaces\", \"MP_SA_2011.shp\"\n", + ")\n", + "inM = gpd.read_file(municipalities)\n", + "inM[\"geometry\"] = inM[\"geometry\"].apply(lambda x: x.centroid)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate travel time\n", + "popR = rasterio.open(urban_raster_pop)\n", + "ttr = rasterio.open(local_friction_file)\n", + "frictionD = ttr.read()[0, :, :] * 1000\n", + "mcp = graph.MCP_Geometric(frictionD)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "od = ma.calculate_od_matrix(ttr, mcp, inM, inM)\n", + "xx = pd.DataFrame(od)\n", + "xx.columns = inM.MP_CODE_st\n", + "xx.index = sel_sp.MP_CODE_st\n", + "xx.to_csv(os.path.join(out_varun_folder, \"all_mp.csv\"))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "xx.columns = inM.MP_CODE_st\n", + "xx.index = inM.MP_CODE_st" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "xx.to_csv(os.path.join(ma_folder, \"all_mp_od.csv\"))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "xx.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Calculate gravity" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "ma.calculate_gravity?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "weights = pd.read_csv(os.path.join(in_folder, \"ZONAL_RES\", \"named_places_zonal.csv\"))\n", + "weights.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "weights.shape" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "xx.shape" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "simple_gravity = ma.calculate_gravity(xx)\n", + "simple_gravity.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "pop_gravity = ma.calculate_gravity(xx, weights[\"POP\"].values, weights[\"POP\"].values)\n", + "pop_gravity.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "ntl_gravity = ma.calculate_gravity(\n", + " xx, weights[\"NTL_2023\"].values, weights[\"NTL_2023\"].values\n", + ")\n", + "ntl_gravity.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "inM = gpd.read_file(municipalities)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def create_ma_geometry(ma_df, out_file, xx_inM, ma_col=[\"d_0.001\"], driver=\"GeoJSON\"):\n", + " # create output geospatial market access data\n", + " simple_geog = ma_df.copy()\n", + " simple_geog = simple_geog.loc[:, ma_col]\n", + " simple_geog[\"geometry\"] = xx_inM[\"geometry\"].values\n", + " simple_geog = gpd.GeoDataFrame(simple_geog, geometry=\"geometry\", crs=xx_inM.crs)\n", + " pd.DataFrame(simple_geog.drop([\"geometry\"], axis=1)).to_csv(f\"{out_file}.csv\")\n", + " simple_geog.to_file(out_file, driver=driver)\n", + " return simple_geog" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "ma_folder" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "create_ma_geometry(\n", + " simple_gravity,\n", + " os.path.join(ma_folder, \"simple_ma.shp\"),\n", + " inM,\n", + " driver=\"ESRI Shapefile\",\n", + ")\n", + "create_ma_geometry(\n", + " pop_gravity, os.path.join(ma_folder, \"pop_ma.shp\"), inM, driver=\"ESRI Shapefile\"\n", + ")\n", + "create_ma_geometry(\n", + " ntl_gravity, os.path.join(ma_folder, \"ntl_ma.shp\"), inM, driver=\"ESRI Shapefile\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "weights.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "weights.loc[weights[\"MP_CODE_st\"] == 798020]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Debugging" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/README.md b/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/README.md index 5d9d788..9d13f8d 100644 --- a/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/README.md +++ b/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/README.md @@ -1,2 +1,3 @@ # Just energy transition + tbd diff --git a/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/Zonal_statistics.ipynb b/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/Zonal_statistics.ipynb index ad15def..c0a35d2 100644 --- a/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/Zonal_statistics.ipynb +++ b/notebooks/Implementations/URB_SURDR_ZAF_Energy_Transition/Zonal_statistics.ipynb @@ -28,19 +28,10 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "58679d41", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/.conda/envs/ee/lib/python3.9/site-packages/geopandas/_compat.py:106: UserWarning: The Shapely GEOS version (3.9.1-CAPI-1.14.2) is incompatible with the GEOS version PyGEOS was compiled with (3.10.4-CAPI-1.16.2). Conversions between both will be slow.\n", - " warnings.warn(\n" - ] - } - ], + "outputs": [], "source": [ "import sys\n", "import os\n", @@ -67,7 +58,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "id": "cc27ef0a", "metadata": {}, "outputs": [], @@ -126,7 +117,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "8ceaa32b", "metadata": {}, "outputs": [], @@ -208,7 +199,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "id": "0973fdaa", "metadata": {}, "outputs": [], @@ -238,11 +229,9 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "id": "afbed7f8", - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "##### Ports and airports\n", @@ -260,9 +249,7 @@ "cell_type": "code", "execution_count": null, "id": "1cfa99c8", - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "# Largest 5 cities\n", @@ -283,7 +270,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": null, "id": "c38664ec", "metadata": {}, "outputs": [], @@ -297,103 +284,10 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": null, "id": "b067e728", - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13:12:46\t/home/wb411133/projects/URB_SURDR_ZAF/ZONAL_RES/tt_zaf_ports_tt.csv\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/Code/GOSTNets_Raster/src/GOSTNetsRaster/market_access.py:539: RuntimeWarning: invalid value encountered in multiply\n", - " tt_pop = ttD * popD\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13:15:26\t/home/wb411133/projects/URB_SURDR_ZAF/ZONAL_RES/tt_foreign_ports_tt.csv\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/Code/GOSTNets_Raster/src/GOSTNetsRaster/market_access.py:539: RuntimeWarning: invalid value encountered in multiply\n", - " tt_pop = ttD * popD\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13:18:05\t/home/wb411133/projects/URB_SURDR_ZAF/ZONAL_RES/tt_maputo_ports_tt.csv\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/Code/GOSTNets_Raster/src/GOSTNetsRaster/market_access.py:539: RuntimeWarning: invalid value encountered in multiply\n", - " tt_pop = ttD * popD\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13:20:44\t/home/wb411133/projects/URB_SURDR_ZAF/ZONAL_RES/tt_zaf_airports_tt.csv\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/Code/GOSTNets_Raster/src/GOSTNetsRaster/market_access.py:539: RuntimeWarning: invalid value encountered in multiply\n", - " tt_pop = ttD * popD\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13:23:24\t/home/wb411133/projects/URB_SURDR_ZAF/ZONAL_RES/tt_mines_noncoal_tt.csv\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/Code/GOSTNets_Raster/src/GOSTNetsRaster/market_access.py:539: RuntimeWarning: invalid value encountered in multiply\n", - " tt_pop = ttD * popD\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "13:26:03\t/home/wb411133/projects/URB_SURDR_ZAF/ZONAL_RES/tt_plants_tt.csv\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/Code/GOSTNets_Raster/src/GOSTNetsRaster/market_access.py:539: RuntimeWarning: invalid value encountered in multiply\n", - " tt_pop = ttD * popD\n" - ] - } - ], + "metadata": {}, + "outputs": [], "source": [ "# Calculate travel time\n", "popR = rasterio.open(urban_raster_pop)\n", @@ -441,7 +335,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": null, "id": "747803c4", "metadata": {}, "outputs": [], @@ -452,7 +346,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": null, "id": "0e9befe3", "metadata": {}, "outputs": [], @@ -468,25 +362,10 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": null, "id": "e19f4112", - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "tt_zaf_ports_tt.csv\n", - "tt_foreign_ports_tt.csv\n", - "tt_maputo_ports_tt.csv\n", - "tt_zaf_airports_tt.csv\n", - "tt_mines_noncoal_tt.csv\n", - "tt_plants_tt.csv\n" - ] - } - ], + "metadata": {}, + "outputs": [], "source": [ "for in_file in os.listdir(zonal_res_folder):\n", " if in_file.endswith(\".csv\"):\n", @@ -508,7 +387,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": null, "id": "6c9140cd", "metadata": {}, "outputs": [], @@ -557,9 +436,7 @@ "cell_type": "code", "execution_count": null, "id": "24e7c092", - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "### Read in destinations\n", @@ -605,9 +482,7 @@ "cell_type": "code", "execution_count": null, "id": "7dbe0ef8", - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "importlib.reload(ma)\n", @@ -624,9 +499,7 @@ "cell_type": "code", "execution_count": null, "id": "ea125d01", - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "importlib.reload(ma)\n", @@ -643,9 +516,7 @@ "cell_type": "code", "execution_count": null, "id": "a6a008b9", - "metadata": { - "scrolled": true - }, + "metadata": {}, "outputs": [], "source": [ "importlib.reload(ma)\n", @@ -702,7 +573,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "faa69d61", "metadata": {}, "outputs": [], @@ -719,19 +590,10 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "932d8f5f", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/wb411133/Code/GOSTNets_Raster/src/GOSTNetsRaster/market_access.py:539: RuntimeWarning: invalid value encountered in multiply\n", - " tt_pop = ttD * popD\n" - ] - } - ], + "outputs": [], "source": [ "with rMisc.create_rasterio_inmemory(profile, inN) as pop_temp:\n", " res = ma.summarize_travel_time_populations(\n", @@ -741,385 +603,10 @@ }, { "cell_type": "code", - 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73 rows × 26 columns

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" - ], - "text/plain": [ - " MP_CODE MP_CODE_st MP_NAME MN_MDB_C MN_CODE MN_CODE_st \\\n", - "41 163009.0 163009 Marcus Island WC014 163.0 163 \n", - "43 163011.0 163011 Malgaseiland WC014 163.0 163 \n", - "45 163013.0 163013 Jutteneiland WC014 163.0 163 \n", - "46 163014.0 163014 Meeueiland WC014 163.0 163 \n", - "47 163015.0 163015 Skaapeliland WC014 163.0 163 \n", - "... ... ... ... ... ... ... \n", - "12575 965056.0 965056 Tshamutore LIM342 965.0 965 \n", - "12581 965062.0 965062 Lamvi LIM342 965.0 965 \n", - "12911 969023.0 969023 Bahamanoa LIM351 969.0 969 \n", - "13622 984043.0 984043 Masoyeng LIM472 984.0 984 \n", - "13859 986055.0 986055 Tau-nchabeleng LIM474 986.0 986 \n", - "\n", - " MN_NAME DC_MDB_C DC_MN_C DC_MN_C_st ... Shape_Leng \\\n", - "41 Saldanha Bay DC1 101.0 101 ... 0.028065 \n", - "43 Saldanha Bay DC1 101.0 101 ... 0.027367 \n", - "45 Saldanha Bay DC1 101.0 101 ... 0.051615 \n", - "46 Saldanha Bay DC1 101.0 101 ... 0.022670 \n", - "47 Saldanha Bay DC1 101.0 101 ... 0.043599 \n", - "... ... ... ... ... ... ... \n", - "12575 Mutale DC34 934.0 934 ... 0.027434 \n", - "12581 Mutale DC34 934.0 934 ... 0.131442 \n", - "12911 Blouberg DC35 935.0 935 ... 0.014728 \n", - "13622 Elias Motsoaledi DC47 947.0 947 ... 0.120465 \n", - "13859 Fetakgomo DC47 947.0 947 ... 0.034831 \n", - "\n", - " Shape_Area geometry total_pop \\\n", - "41 0.000017 POLYGON ((17.96996 -33.04141, 17.97002 -33.041... 0.0 \n", - "43 0.000020 POLYGON ((17.92525 -33.05061, 17.92527 -33.050... 0.0 \n", - "45 0.000043 POLYGON ((17.95346 -33.08014, 17.95348 -33.080... 0.0 \n", - "46 0.000012 POLYGON ((18.00717 -33.08387, 18.00723 -33.083... 0.0 \n", - "47 0.000039 POLYGON ((18.02114 -33.08799, 18.02121 -33.088... 0.0 \n", - "... ... ... ... \n", - "12575 0.000018 MULTIPOLYGON (((30.64121 -22.63606, 30.64114 -... 0.0 \n", - "12581 0.000247 POLYGON ((30.78545 -22.63740, 30.78573 -22.637... 0.0 \n", - "12911 0.000008 POLYGON ((28.90656 -22.91205, 28.90675 -22.912... 0.0 \n", - "13622 0.000173 POLYGON ((29.69436 -25.14214, 29.69446 -25.142... 0.0 \n", - "13859 0.000050 POLYGON ((29.82516 -24.41341, 29.82523 -24.413... 0.0 \n", - "\n", - " pop_30 pop_60 pop_120 pop_180 pop_240 tt_pop_w_ \n", - "41 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "43 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "45 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "46 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "47 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "... ... ... ... ... ... ... \n", - "12575 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "12581 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "12911 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "13622 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "13859 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "\n", - "[73 rows x 26 columns]" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "res.loc[res[\"total_pop\"] == 0.0]" ] @@ -1197,22 +684,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Earth Engine", - "language": "python", - "name": "ee" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.4" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Implementations/WSF/wsfdata.py b/notebooks/Implementations/WSF/wsfdata.py index 968f0dc..1923fe8 100755 --- a/notebooks/Implementations/WSF/wsfdata.py +++ b/notebooks/Implementations/WSF/wsfdata.py @@ -7,8 +7,15 @@ class wsf_dataset(object): def __init__(self, imageList): """Create object organizning and analyzing WSF data. - INPUT - imageList [array of strings] - list of paths to input images + Parameters + ---------- + imageList : array of strings + list of paths to input images + + Returns + ------- + None + """ for img in imageList: if "AW3D30.tif" in img: @@ -23,13 +30,20 @@ def __init__(self, imageList): def analyze_idc(self, outFile="", badThreshold=2): """Analyze the IDC (quality) image - INPUT - [optional] outfile [string] - path to create output file describing quality - [optional] badThreshold [number] - values above this will be considered low quality - RETURNS - [numpy array] - 2band np array of same size as the input IDC image. - Band 1 - Total number of years with bad data - Band 2 - Most recent year of bad data + Parameters + ---------- + outfile : string, optional + path to create output file describing quality + badThreshold : float, optional + values above this will be considered low quality + + Returns + ------- + numpy array + 2band np array of same size as the input IDC image. + Band 1 - Total number of years with bad data + Band 2 - Most recent year of bad data + """ idc = rasterio.open(self.evolution_idc) idcD = idc.read() @@ -41,7 +55,7 @@ def analyze_idc(self, outFile="", badThreshold=2): notGood = curD > badThreshold try: newestBadYear = max([i for i, x in enumerate(notGood) if x]) - except: + except Exception: newestBadYear = 0 outArray[0, cIdx, rIdx] = notGood.sum() outArray[1, cIdx, rIdx] = newestBadYear @@ -63,17 +77,24 @@ def correct_evolution_idc(self, outfile="", badThreshold=2): the WSF built date if the quality flag is worse than badThreshold. If it is worse, the cell is assigned the next date in the WSF quality flag that is of acceptable quality. - INPUT - [optional] outfile [string] - path to create output file with corrected evolution dataset - [optional] badThreshold [number] - values above this will be considered low quality - RETURNS - [numpy array] - np array of same size as the input evolution image. + Parameters + ---------- + outfile [string, optional + path to create output file with corrected evolution dataset + badThreshold : float, optional + values above this will be considered low quality + + Returns + ------- + numpy array + np array of same size as the input evolution image. + """ inEvolution = rasterio.open(self.evolution) inIDC = rasterio.open(self.evolution_idc) inE = inEvolution.read() inD = inIDC.read() - outArray = np.zeros(inE.shape) + # outArray = np.zeros(inE.shape) for rIdx in range(0, inE.shape[2]): for cIdx in range(0, inE.shape[1]): curE = inE[0, cIdx, rIdx] @@ -97,24 +118,29 @@ def correct_evolution_idc(self, outfile="", badThreshold=2): def generate_evolution_plot(self, dataset="normal"): """generate a dataframe for matplotlib plotting - INPUT - [optional] dataset [pandas dataframe] - provide a dataset to analyze, - if you don't want to read in the evolution dataset - - RETURNS - [geopandas dataframe] - - EXAMPLE - wsfD = wsfdata.wsf_dataset(images_list) - basePlot = wsfD.generate_evolution_plot() - # generate corrected data - correctedRes = wsfD.correct_evolution_idc(badThreshold=3) - correctedPlot = wsfD.generate_evolution_plot(dataset=correctedRes) - basePlot['corrected'] = correctedPlot['cumBuilt'] + Parameters + ---------- + dataset : pandas dataframe, optional + provide a dataset to analyze, if you don't want to read in the evolution dataset + + Returns + ------- + geopandas dataframe + dataframe with columns for built and cumBuilt + + Examples + -------- + >>> wsfD = wsfdata.wsf_dataset(images_list) + >>> basePlot = wsfD.generate_evolution_plot() + >>> # generate corrected data + >>> correctedRes = wsfD.correct_evolution_idc(badThreshold=3) + >>> correctedPlot = wsfD.generate_evolution_plot(dataset=correctedRes) + >>> basePlot['corrected'] = correctedPlot['cumBuilt'] + >>> + >>> basePlot.drop('built', axis=1).plot() + >>> + >>> basePlot['cumBuilt'].plot() - basePlot.drop('built', axis=1).plot() - - basePlot['cumBuilt'].plot() """ if dataset == "normal": evolution = rasterio.open(self.evolution) @@ -135,13 +161,18 @@ def summarize_idc(self, thresh): """Summarize IDC by measuring what percentage of the built cells in every year are above the defined quality threshold - INPUT - thresh [number] - value from 1-6 defining the acceptable quality threshold, every value + Parameters + ---------- + thresh : float + value from 1-6 defining the acceptable quality threshold, every value below or equal to that threshold (better than that value) are considered acceptable - RETURNS - [numpy array] - fraction of built cells that are of acceptable quality per year. HOPEFULLY + Returns + ------- + numpy array + fraction of built cells that are of acceptable quality per year. HOPEFULLY the reutrning array should be 31 records long + """ idc = rasterio.open(self.evolution_idc).read() evolution = rasterio.open(self.evolution).read() diff --git a/notebooks/Implementations/WSF_DECAT_B_ExploringIDCerrors.ipynb b/notebooks/Implementations/WSF_DECAT_B_ExploringIDCerrors.ipynb index 9506091..b7064fa 100755 --- a/notebooks/Implementations/WSF_DECAT_B_ExploringIDCerrors.ipynb +++ b/notebooks/Implementations/WSF_DECAT_B_ExploringIDCerrors.ipynb @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -37,18 +37,15 @@ "import geopandas as gpd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "\n", - "#Get reference to GOSTRocks\n", - "sys.path.append(\"../../../gostrocks/src\")\n", - "sys.path.append('../../')\n", - "\n", "import GOSTRocks.rasterMisc as rMisc\n", - "import src.WSF.wsfdata as wsfdata" + "\n", + "#reference the module in the WSF/ folder\n", + "from WSF import wsfdata" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -57,7 +54,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -65,7 +62,7 @@ "outWSF_folder = \"/home/wb411133/data/Global/WSF\"\n", "\n", "#Get a list of cities\n", - "allCities = {}\n", + "allCities = dict()\n", "for root, dirs, files in os.walk(inWSF_folder):\n", " for f in files:\n", " if f[-4:] == \".tif\":\n", @@ -78,38 +75,27 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "396" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "len(allCities.keys())" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "allCities" + ] + }, + { + "cell_type": "code", + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "../../src/WSF/wsfdata.py:121: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", - " if dataset == \"normal\":\n" - ] - } - ], + "outputs": [], "source": [ "curCity = \"Accra\"\n", "thresh = 3\n", @@ -118,7 +104,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -127,7 +113,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -136,7 +122,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -145,7 +131,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -168,7 +154,7 @@ "correctedEvolution = os.path.join(outFolder, \"corrected_evolution_%s.tif\" % thresh)\n", "\n", "if not os.path.exists(outQuality):\n", - " qualityRes = wsfD.analyze_idc(outFile=outQuality, badThreshold=thresh) \n", + " qualityRes = wsfD.analyze_idc(outFile=outQuality, badThreshold=thresh)\n", "\n", "correctedRes = wsfD.correct_evolution_idc(outfile=correctedEvolution, badThreshold=thresh)\n", "\n", @@ -179,91 +165,33 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "basePlot['cumBuilt'].plot()" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Error processing: Jaipur\n", - "Error processing: Jaipur\n", - "Error processing: Jaipur\n", - "Error processing: Jaipur\n", - "Error processing: Jaipur\n" - ] - } - ], + "outputs": [], "source": [ "#Loop through all the cities to process the results\n", "importlib.reload(wsfdata)\n", "allRes = []\n", "for thresh in [2,3,4,5,6]:\n", - " for curCity in ['Accra']allCities.keys(): \n", + " for curCity in ['Accra']allCities.keys():\n", " if len(allCities[curCity]) > 1:\n", " try:\n", " wsfD = wsfdata.wsf_dataset(allCities[curCity])\n", @@ -283,7 +211,7 @@ " correctedEvolution = os.path.join(outFolder, \"corrected_evolution_%s.tif\" % thresh)\n", "\n", " if not os.path.exists(outQuality):\n", - " qualityRes = wsfD.analyze_idc(outFile=outQuality, badThreshold=thresh) \n", + " qualityRes = wsfD.analyze_idc(outFile=outQuality, badThreshold=thresh)\n", "\n", " correctedRes = wsfD.correct_evolution_idc(outfile=correctedEvolution, badThreshold=thresh)\n", "\n", @@ -303,20 +231,9 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'/home/wb411133/data/Global/WSF'" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "outWSF_folder" ] @@ -354,9 +271,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [ - "\n" - ] + "source": [] }, { "cell_type": "code", @@ -409,7 +324,7 @@ "\n", "newBuilt_shapes = shapes(newD.astype(np.int16), transform = inD.transform)\n", "allGeoms = [shape(geojson.loads(json.dumps(xx[0]))) for xx in newBuilt_shapes if xx[1] != 0]\n", - "curDF = gpd.GeoDataFrame(pd.DataFrame({\"Date\":[newDate] * len(allGeoms)}), geometry=allGeoms) " + "curDF = gpd.GeoDataFrame(pd.DataFrame({\"Date\":[newDate] * len(allGeoms)}), geometry=allGeoms)" ] }, { @@ -435,22 +350,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python (geog)", - "language": "python", - "name": "geog" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.1" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Replications/URB_NovelUrbanization.py b/notebooks/Replications/URB_NovelUrbanization.py index a31150b..6716b3b 100644 --- a/notebooks/Replications/URB_NovelUrbanization.py +++ b/notebooks/Replications/URB_NovelUrbanization.py @@ -1,39 +1,75 @@ -import sys, os, shutil, requests +import sys +import os +import shutil +import requests import rasterio -import pandas as pd -import geopandas as gpd -import numpy as np import GOSTurban.UrbanRaster as urban + def download_pop_file(url, filename): + """ + Download a file from a url to a local file + + Parameters + ---------- + url : string + URL to download from + + filename : string + Local file to save to + + Returns + ------- + None + + """ # Open the url r = requests.get(url) # Set decode_content value to True, otherwise the downloaded image file's size will be zero. r.raw.decode_content = True # Open a local file with wb ( write binary ) permission. - with open(filename,'wb') as f: + with open(filename, "wb") as f: shutil.copyfileobj(r.raw, f) + def main(iso3, out_folder): + """ + Download population data and calculate urban extents + + Parameters + ---------- + iso3 : string + ISO3 code for country + + out_folder : string + Folder to save data to + + Returns + ------- + None + + """ # download the population data - wp_url = f'https://data.worldpop.org/GIS/Population/Global_2000_2020_1km/2020/{iso3.upper()}/{iso3.lower()}_ppp_2020_1km_Aggregated.tif' - print (wp_url) + wp_url = f"https://data.worldpop.org/GIS/Population/Global_2000_2020_1km/2020/{iso3.upper()}/{iso3.lower()}_ppp_2020_1km_Aggregated.tif" + print(wp_url) if not os.path.exists(out_folder): os.makedirs(out_folder) - out_file = os.path.join(out_folder, f'{iso3}_ppp_2020_1km_Aggregated.tif') + out_file = os.path.join(out_folder, f"{iso3}_ppp_2020_1km_Aggregated.tif") out_urban = os.path.join(out_folder, "urban_extents.geojson") out_hd_urban = os.path.join(out_folder, "hd_urban_extents.geojson") - + try: if not os.path.exists(out_file): download_pop_file(wp_url, out_file) - except: + except Exception: print(f"Could not download national population data for {iso3} from {wp_url}") - print("If you can manually download to the defined out_folder, the script will run") + print( + "If you can manually download to the defined out_folder, the script will run" + ) if os.path.exists(out_file): - inR = rasterio.open(out_file) + inR = rasterio.open(out_file) urban_calculator = urban.urbanGriddedPop(inR) urban_extents = urban_calculator.calculateUrban( densVal=300, totalPopThresh=5000, smooth=False, queen=False @@ -43,14 +79,14 @@ def main(iso3, out_folder): densVal=1500, totalPopThresh=50000, smooth=True, - queen=True, # high density extents use queen's case contiguity, and are smoothed + queen=True, # high density extents use queen's case contiguity, and are smoothed ) urban_extents.to_file(out_urban, driver="GeoJSON") hd_urban_extents.to_file(out_hd_urban, driver="GeoJSON") + if __name__ == "__main__": iso3 = sys.argv[1] out_folder = sys.argv[2] main(iso3, out_folder) - diff --git a/notebooks/Tutorials/Degurba_Example.ipynb b/notebooks/Tutorials/Degurba_Example.ipynb new file mode 100644 index 0000000..d48ad2a --- /dev/null +++ b/notebooks/Tutorials/Degurba_Example.ipynb @@ -0,0 +1,170 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Example Degurba Calculation\n", + "\n", + "This sample notebook is being created in response to a question raised in [Issue #6](https://github.com/worldbank/GOSTurban/issues/6) about the Degurba Calculation functionality.\n", + "\n", + "To run this notebook you will need to install the dependency [`pooch`](https://www.fatiando.org/pooch/latest/) which allows us to reference some sample data without explicitly including it in the repository.\n", + "Conveniently, `pooch` also keeps you from downloading the same data multiple times, so the first time you run the notebook the data will be downloaded and stored in a cache folder, but subsequent runs will use the cached data.\n", + "\n", + "To install `pooch` you can run the following command:\n", + "\n", + "```bash\n", + "pip install pooch\n", + "```\n", + "\n", + "Once you have installed `pooch` you can restart the kernel and run the notebook." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Importing the necessary libraries" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# import libraries\n", + "import os\n", + "import zipfile\n", + "import rasterio\n", + "import rasterio.warp\n", + "\n", + "import geopandas as gpd\n", + "\n", + "\n", + "# Import GOSTurban functions\n", + "import GOSTurban.UrbanRaster as urban\n", + "\n", + "# Import raster helpers from GOSTrocks\n", + "import GOSTrocks.rasterMisc as rMisc\n", + "\n", + "# import pooch to fetch data\n", + "import pooch" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Path and Data Setup\n", + "\n", + "Setting up the paths and downloading the data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# define location to put outputs\n", + "output_folder = \"./output\"\n", + "# make sure the folder exists\n", + "if not os.path.exists(output_folder):\n", + " os.makedirs(output_folder)\n", + "\n", + "# define files to write out\n", + "deg_file = os.path.join(output_folder, \"FINAL_STANDARD\", \"GHS_DEG.tif\")\n", + "adm1_file = os.path.join(output_folder, \"ADM1.shp\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# set path to global administrative boundaries file\n", + "# GEOJSON format downloaded from: https://public.opendatasoft.com/explore/dataset/world-administrative-boundaries/export/\n", + "global_bounds_adm1 = pooch.retrieve(\n", + " url=\"https://public.opendatasoft.com/api/explore/v2.1/catalog/datasets/world-administrative-boundaries/exports/geojson?lang=en&timezone=America%2FNew_York\",\n", + " known_hash=\"a84673ed03db7196464b2771c6fd47c1afe184eb06a38c0e92cb4aedff5ee0da\",\n", + ")\n", + "\n", + "# define specific country of interest based on iso3 code\n", + "iso3 = \"GHA\"\n", + "\n", + "# read the global admin boundaries\n", + "inG1 = gpd.read_file(global_bounds_adm1)\n", + "# filter the global admin boundaries to the specific country of interest\n", + "inD1 = inG1.loc[inG1[\"iso3\"] == iso3]\n", + "# reproject the admin boundaries to WGS84\n", + "inD1 = inD1.to_crs({\"init\": \"epsg:4326\"})\n", + "# save the admin boundary for the specific country of interest to the output folder\n", + "if not os.path.exists(adm1_file):\n", + " inD1.to_file(adm1_file)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# define path to the global human settlement (GHS) population (GHS-POP) data\n", + "# can be downloaded from: https://ghsl.jrc.ec.europa.eu/download.php\n", + "pop_layer_zip = pooch.retrieve(\n", + " url=\"https://jeodpp.jrc.ec.europa.eu/ftp/jrc-opendata/GHSL/GHS_POP_GLOBE_R2023A/GHS_POP_E2030_GLOBE_R2023A_54009_100/V1-0/tiles/GHS_POP_E2030_GLOBE_R2023A_54009_100_V1_0_R9_C18.zip\",\n", + " known_hash=\"dba662e12455541546efdb118433fd8b08dcd36e5c978cf88e0e14bb1db599e8\",\n", + ")\n", + "# unzip the GHS-POP data\n", + "zip_ref = zipfile.ZipFile(pop_layer_zip, \"r\")\n", + "zip_ref.extractall(output_folder)\n", + "zip_ref.close()\n", + "# path to the tif file\n", + "pop_layer = os.path.join(\n", + " output_folder, \"GHS_POP_E2030_GLOBE_R2023A_54009_100_V1_0_R9_C18.tif\"\n", + ")\n", + "\n", + "# file to clip data to\n", + "temp_pop_file = os.path.join(output_folder, \"GHS_TEMP.tif\")\n", + "# open and clip the GHS-POP data to the specific country of interest\n", + "inR = rasterio.open(pop_layer)\n", + "selD = inD1.loc[inD1[\"region\"] == \"Western Africa\"]\n", + "rMisc.clipRaster(inR, selD, temp_pop_file)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Degurba Calculation\n", + "\n", + "Performing the Degurba Calculation." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "xx = urban.urbanGriddedPop(pop_layer)\n", + "res = xx.calculateDegurba(\n", + " urbDens=21,\n", + " hdDens=(15 * 7),\n", + " minPopThresh=0.5 * 7,\n", + " out_raster=deg_file,\n", + " verbose=True,\n", + ")" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/Tutorials/LEI_Example.ipynb b/notebooks/Tutorials/LEI_Example.ipynb index 2a78b22..aad5f19 100644 --- a/notebooks/Tutorials/LEI_Example.ipynb +++ b/notebooks/Tutorials/LEI_Example.ipynb @@ -8,7 +8,7 @@ "\n", "More details on the wiki - https://github.com/worldbank/GOST_Urban/wiki/Landscape-Expansion-Index\n", "\n", - "The Landscape Expansion Index measures the nature of urbanization, quantifying the new urban landscape as one of the following three categories. The process works by isolating the areas of new urban footprint in your study area, buffering those by a set amount (300 m) and intersecting the buffer donut with the original urban area. LEI is calculated as the ratio of the area of the buffer to the area of the old built area within the buffer (the threshold for each class is customizeable). \n", + "The Landscape Expansion Index measures the nature of urbanization, quantifying the new urban landscape as one of the following three categories. The process works by isolating the areas of new urban footprint in your study area, buffering those by a set amount (300 m) and intersecting the buffer donut with the original urban area. LEI is calculated as the ratio of the area of the buffer to the area of the old built area within the buffer (the threshold for each class is customizable). \n", "\n", "| Expansion Type | Description | \n", "| --- | --- |\n", @@ -19,25 +19,21 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import os\n", - "import sys\n", - "import importlib\n", "import rasterio\n", "import rasterio.features\n", "\n", "import geopandas as gpd\n", "import pandas as pd\n", - "import numpy as np\n", "\n", - "import GOSTrocks.rasterMisc as rMisc\n", - "import GOSTrocks.ghslMisc as ghslMisc\n", + "import GOSTRocks.rasterMisc as rMisc\n", + "import GOSTRocks.ghslMisc as ghslMisc\n", "import GOSTurban.LEI as lei\n", - "import GOSTrocks.mapMisc as mapMisc\n", - "import GOSTrocks.rasterMisc as rMisc\n", + "import GOSTRocks.mapMisc as mapMisc\n", "\n", "%load_ext autoreload\n", "%autoreload 2" @@ -45,10 +41,8 @@ }, { "cell_type": "code", - "execution_count": 2, - "metadata": { - "scrolled": true - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# Define input variables\n", @@ -59,10 +53,8 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": { - "scrolled": true - }, + "execution_count": null, + "metadata": {}, "outputs": [], "source": [ "# This section will extract GHSL data from global data, if you have the GHSL for the AOI extracted\n", @@ -71,18 +63,22 @@ " temp_folder = \"C:/Temp\"\n", " # clip from global GHSL file\n", " ghsl_folder = \"J:/Data/GLOBAL/GHSL/built\"\n", - " ghsl_files = [os.path.join(ghsl_folder, x) for x in os.listdir(ghsl_folder) if x.endswith(\".tif\")] \n", + " ghsl_files = [\n", + " os.path.join(ghsl_folder, x)\n", + " for x in os.listdir(ghsl_folder)\n", + " if x.endswith(\".tif\")\n", + " ]\n", " inA = gpd.read_file(aoi_file)\n", - " \n", + "\n", " temp_ghsl_files = []\n", " for ghsl_file in ghsl_files:\n", " temp_file = os.path.join(temp_folder, os.path.basename(ghsl_file))\n", " temp_ghsl_files.append(temp_file)\n", " if not os.path.exists(temp_file):\n", " rMisc.clipRaster(rasterio.open(ghsl_file), inA, temp_file)\n", - " \n", + "\n", " ghsl_res, ghsl_profile = ghslMisc.combine_ghsl_annual(temp_ghsl_files)\n", - " with rasterio.open(input_ghsl, 'w', **ghsl_profile) as outR:\n", + " with rasterio.open(input_ghsl, \"w\", **ghsl_profile) as outR:\n", " outR.write_band(1, ghsl_res)" ] }, @@ -99,24 +95,13 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "ghsl_r = rasterio.open(input_ghsl)\n", "ghsl_d = ghsl_r.read()\n", - "ghsl_d[ghsl_d == ghsl_r.meta['nodata']] = 0\n", + "ghsl_d[ghsl_d == ghsl_r.meta[\"nodata\"]] = 0\n", "\n", "thresh = list(range(1975, 2031, 5))\n", "with rMisc.create_rasterio_inmemory(ghsl_r.profile, ghsl_d) as temp_ghsl:\n", @@ -132,94 +117,19 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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geometryoldtotalLEI
0POLYGON ((-6568500.000 4707300.000, -6568500.0...23250.92
1POLYGON ((-6568200.000 4707300.000, -6568200.0...23250.92
2POLYGON ((-6565700.000 4707300.000, -6565700.0...22250.88
3POLYGON ((-6563800.000 4707300.000, -6563800.0...16250.64
4POLYGON ((-6560800.000 4707300.000, -6560800.0...23250.92
\n", - "
" - ], - "text/plain": [ - " geometry old total LEI\n", - "0 POLYGON ((-6568500.000 4707300.000, -6568500.0... 23 25 0.92\n", - "1 POLYGON ((-6568200.000 4707300.000, -6568200.0... 23 25 0.92\n", - "2 POLYGON ((-6565700.000 4707300.000, -6565700.0... 22 25 0.88\n", - "3 POLYGON ((-6563800.000 4707300.000, -6563800.0... 16 25 0.64\n", - "4 POLYGON ((-6560800.000 4707300.000, -6560800.0... 23 25 0.92" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# This calculates the change from 1990 and 2000\n", - "lei_raw = lei.calculate_LEI(input_ghsl, old_list=list(range(1975,1991,5)), new_list=list(range(1995,2001,5)))\n", - "lei_90_00 = gpd.GeoDataFrame(pd.DataFrame(lei_raw, columns=[\"geometry\", \"old\", \"total\"]), geometry='geometry', crs=ghsl_r.crs)\n", + "lei_raw = lei.calculate_LEI(\n", + " input_ghsl, old_list=list(range(1975, 1991, 5)), new_list=list(range(1995, 2001, 5))\n", + ")\n", + "lei_90_00 = gpd.GeoDataFrame(\n", + " pd.DataFrame(lei_raw, columns=[\"geometry\", \"old\", \"total\"]),\n", + " geometry=\"geometry\",\n", + " crs=ghsl_r.crs,\n", + ")\n", "lei_90_00[\"LEI\"] = lei_90_00[\"old\"] / lei_90_00[\"total\"]\n", "\n", "lei_90_00.head()" @@ -227,74 +137,38 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\wbg\\Anaconda3\\envs\\urban_test\\Lib\\site-packages\\GOSTrocks\\mapMisc.py:58: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", - " for label, mdata in v_data.groupby('tomap'):\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "#Map LEI results\n", - "leap_val=0.30\n", - "exp_val=0.70\n", - "lei_90_00['area'] = lei_90_00['geometry'].apply(lambda x: x.area)\n", - "def calculate_LEI(val, leap_val, exp_val):\n", + "# Map LEI results\n", + "leap_val = 0.30\n", + "exp_val = 0.70\n", + "lei_90_00[\"area\"] = lei_90_00[\"geometry\"].apply(lambda x: x.area)\n", + "\n", + "\n", + "def calculate_LEI_func(val, leap_val, exp_val):\n", " if val <= leap_val:\n", " return 3\n", " elif val < exp_val:\n", " return 2\n", " else:\n", " return 1\n", - "lei_90_00[\"class\"] = lei_90_00[\"LEI\"].apply(lambda x: calculate_LEI(x, leap_val, exp_val))\n", - "mapMisc.static_map_vector(lei_90_00, \"class\", edgecolor='match', colormap=\"Dark2\")#, basemap=ctx.providers.CartoDB.Voyager)" + "\n", + "\n", + "lei_90_00[\"class\"] = lei_90_00[\"LEI\"].apply(\n", + " lambda x: calculate_LEI_func(x, leap_val, exp_val)\n", + ")\n", + "mapMisc.static_map_vector(\n", + " lei_90_00, \"class\", edgecolor=\"match\", colormap=\"Dark2\"\n", + ") # , basemap=ctx.providers.CartoDB.Voyager)" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "class\n", - "Expansion 242.40\n", - "Infill 75.35\n", - "Leapfrog 0.38\n", - "Name: area, dtype: float64" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# Calculate summaries of lei as area (km2) in each class\n", "lei.summarize_LEI(lei_90_00, leap_val=0.05, exp_val=0.75) / 1000000" @@ -309,93 +183,14 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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geometryoldtotalLEI
0POLYGON ((-6566200 4707300, -6566200 4707200, ...16250.640000
1POLYGON ((-6564500 4707300, -6564500 4707200, ...16280.571429
2POLYGON ((-6564100 4707300, -6564100 4707200, ...22250.880000
3POLYGON ((-6558000 4707300, -6558000 4707200, ...17180.944444
4POLYGON ((-6599900 4707200, -6599900 4707100, ...17320.531250
\n", - "
" - ], - "text/plain": [ - " geometry old total LEI\n", - "0 POLYGON ((-6566200 4707300, -6566200 4707200, ... 16 25 0.640000\n", - "1 POLYGON ((-6564500 4707300, -6564500 4707200, ... 16 28 0.571429\n", - "2 POLYGON ((-6564100 4707300, -6564100 4707200, ... 22 25 0.880000\n", - "3 POLYGON ((-6558000 4707300, -6558000 4707200, ... 17 18 0.944444\n", - "4 POLYGON ((-6599900 4707200, -6599900 4707100, ... 17 32 0.531250" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# This calculates the change from 2000 and 2014\n", - "lei_raw = lei.calculate_LEI(input_ghsl, old_list=list(range(1975,2011,5)), new_list=list(range(2015,2030,5)))\n", + "lei_raw = lei.calculate_LEI(\n", + " input_ghsl, old_list=list(range(1975, 2011, 5)), new_list=list(range(2015, 2030, 5))\n", + ")\n", "lei_00_14 = pd.DataFrame(lei_raw, columns=[\"geometry\", \"old\", \"total\"])\n", "lei_00_14[\"LEI\"] = lei_00_14[\"old\"] / lei_00_14[\"total\"]\n", "lei_00_14.head()" @@ -403,74 +198,28 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\wbg\\Anaconda3\\envs\\urban_test\\Lib\\site-packages\\GOSTrocks\\mapMisc.py:58: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", - " for label, mdata in v_data.groupby('tomap'):\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "#Map LEI results\n", - "leap_val=0.30\n", - "exp_val=0.70\n", - "lei_90_00['area'] = lei_90_00['geometry'].apply(lambda x: x.area)\n", - "def calculate_LEI(val, leap_val, exp_val):\n", - " if val <= leap_val:\n", - " return 3\n", - " elif val < exp_val:\n", - " return 2\n", - " else:\n", - " return 1\n", - "lei_90_00[\"class\"] = lei_90_00[\"LEI\"].apply(lambda x: calculate_LEI(x, leap_val, exp_val))\n", - "mapMisc.static_map_vector(lei_90_00, \"class\", edgecolor='match', colormap=\"Dark2\")#, basemap=ctx.providers.CartoDB.Voyager)" + "# Map LEI results\n", + "leap_val = 0.30\n", + "exp_val = 0.70\n", + "lei_90_00[\"area\"] = lei_90_00[\"geometry\"].apply(lambda x: x.area)\n", + "\n", + "lei_90_00[\"class\"] = lei_90_00[\"LEI\"].apply(\n", + " lambda x: calculate_LEI_func(x, leap_val, exp_val)\n", + ")\n", + "mapMisc.static_map_vector(\n", + " lei_90_00, \"class\", edgecolor=\"match\", colormap=\"Dark2\"\n", + ") # , basemap=ctx.providers.CartoDB.Voyager)" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "class\n", - "Expansion 284.73\n", - "Infill 143.53\n", - "Leapfrog 0.85\n", - "Name: area, dtype: float64" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# Calculate summaries of lei\n", "lei.summarize_LEI(lei_00_14, leap_val=0.05, exp_val=0.75) / 1000000" @@ -478,25 +227,13 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'input_folder' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[11], line 2\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;66;03m# write raw LEI results to file\u001b[39;00m\n\u001b[1;32m----> 2\u001b[0m lei_90_00\u001b[38;5;241m.\u001b[39mto_csv(os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(input_folder, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mGHSL_LEI_90_00.csv\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n\u001b[0;32m 3\u001b[0m lei_00_14\u001b[38;5;241m.\u001b[39mto_csv(os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(input_folder, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mGHSL_LEI_00_14.csv\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n", - "\u001b[1;31mNameError\u001b[0m: name 'input_folder' is not defined" - ] - } - ], + "outputs": [], "source": [ "# write raw LEI results to file\n", - "lei_90_00.to_csv(os.path.join(input_folder, \"GHSL_LEI_90_00.csv\"))\n", - "lei_00_14.to_csv(os.path.join(input_folder, \"GHSL_LEI_00_14.csv\"))" + "lei_90_00.to_csv(os.path.join(tutorial_folder, \"GHSL_LEI_90_00.csv\"))\n", + "lei_00_14.to_csv(os.path.join(tutorial_folder, \"GHSL_LEI_00_14.csv\"))" ] }, { @@ -508,22 +245,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "urban_test", - "language": "python", - "name": "urban_test" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.2" + "name": "python" } }, "nbformat": 4, diff --git a/notebooks/Tutorials/UrbanAreas_tutorials.ipynb b/notebooks/Tutorials/UrbanAreas_tutorials.ipynb index 1d20c25..9aab46f 100644 --- a/notebooks/Tutorials/UrbanAreas_tutorials.ipynb +++ b/notebooks/Tutorials/UrbanAreas_tutorials.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -23,22 +23,14 @@ "import pandas as pd\n", "\n", "import GOSTurban.UrbanRaster as urban\n", - "import GOSTrocks.mapMisc as mapMisc" + "import GOSTRocks.mapMisc as mapMisc" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Cannot find header.dxf (GDAL_DATA is not defined)\n" - ] - } - ], + "outputs": [], "source": [ "# Define input population raster\n", "tutorial_folder = \"../../data/tutorial_data\"\n", @@ -75,32 +67,11 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ], - "text/plain": [ - " ID Pop geometry \\\n", - "0 6044 18641.011719 POLYGON ((-78.75958 44.38292, -78.75958 44.349... \n", - "1 6045 147162.718750 POLYGON ((-79.71792 44.42458, -79.71792 44.416... \n", - "2 6046 8065.728516 POLYGON ((-79.90958 44.33292, -79.90958 44.324... \n", - "3 6047 18561.923828 POLYGON ((-79.55125 44.36625, -79.55125 44.357... \n", - "4 6049 11521.957031 POLYGON ((-69.78458 44.34125, -69.78458 44.316... \n", - "\n", - " Type \n", - "0 1 \n", - "1 1 \n", - "2 1 \n", - "3 1 \n", - "4 1 " - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# Extract the urban extents (minimum density 300/km2, minimum total population 5000)\n", "urban_extents = urban_calculator.calculateUrban(\n", " densVal=300, totalPopThresh=5000, smooth=False, queen=False, verbose=True\n", ")\n", - "urban_extents['Type'] = 1\n", + "urban_extents[\"Type\"] = 1\n", "urban_extents.head()" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\wbg\\Anaconda3\\envs\\urban_test\\Lib\\site-packages\\GOSTrocks\\mapMisc.py:58: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", - " for label, mdata in v_data.groupby('tomap'):\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Map of urban extents\n", "mapMisc.static_map_vector(urban_extents, \"Type\")" @@ -275,128 +114,9 @@ }, { "cell_type": "code", - "execution_count": 6, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "14:33:28\t: Read in urban data\n", - "14:33:28\t: Creating Shape 0\n", - "14:33:38\t: Creating Shape 1000\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\wbg\\Anaconda3\\envs\\urban_test\\Lib\\site-packages\\numpy\\core\\_methods.py:49: RuntimeWarning: overflow encountered in reduce\n", - " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", - "C:\\wbg\\Anaconda3\\envs\\urban_test\\Lib\\site-packages\\GOSTurban\\UrbanRaster.py:404: UserWarning: Geometry is in a geographic CRS. Results from 'buffer' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n", - "\n", - " xxGeom[\"geometry\"] = xxGeom.buffer((popRaster.res[0] / 2))\n" - ] - }, - { - "data": { - "text/html": [ - "
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0POLYGON ((-79.47625 44.07875, -79.43458 44.078...19208.631687e+042
1POLYGON ((-78.87625 43.95375, -78.83458 43.953...19212.058095e+052
2POLYGON ((-79.04292 43.90375, -79.00958 43.903...19221.838872e+052
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" - ], - "text/plain": [ - " geometry ID Pop \\\n", - "group \n", - "0 POLYGON ((-79.47625 44.07875, -79.43458 44.078... 1920 8.631687e+04 \n", - "1 POLYGON ((-78.87625 43.95375, -78.83458 43.953... 1921 2.058095e+05 \n", - "2 POLYGON ((-79.04292 43.90375, -79.00958 43.903... 1922 1.838872e+05 \n", - "3 POLYGON ((-79.45958 43.93708, -79.45125 43.937... 1924 4.903070e+06 \n", - "4 POLYGON ((-79.87625 43.54542, -79.85958 43.545... 1925 8.413600e+04 \n", - "\n", - " Type \n", - "group \n", - "0 2 \n", - "1 2 \n", - "2 2 \n", - "3 2 \n", - "4 2 " - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# Extract the high density urban extents (minimum density 1500/km2, minimum total population 50000)\n", "hd_urban_extents = urban_calculator.calculateUrban(\n", @@ -406,44 +126,15 @@ " queen=True, # high density extents use queen's case contiguity, and\n", " verbose=True,\n", ") # High density extents have hole smoothing applied.\n", - "hd_urban_extents['Type'] = 2\n", + "hd_urban_extents[\"Type\"] = 2\n", "hd_urban_extents.head()" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\wbg\\Anaconda3\\envs\\urban_test\\Lib\\site-packages\\GOSTrocks\\mapMisc.py:58: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", - " for label, mdata in v_data.groupby('tomap'):\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "mapMisc.static_map_vector(hd_urban_extents, \"Type\", colormap=\"Blues\")" ] @@ -457,46 +148,17 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\wbg\\Anaconda3\\envs\\urban_test\\Lib\\site-packages\\GOSTrocks\\mapMisc.py:58: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.\n", - " for label, mdata in v_data.groupby('tomap'):\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "combo_extents = pd.concat([urban_extents, hd_urban_extents])\n", - "mapMisc.static_map_vector(combo_extents, \"Type\", colormap='magma')" + "mapMisc.static_map_vector(combo_extents, \"Type\", colormap=\"magma\")" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -506,22 +168,8 @@ } ], "metadata": { - "kernelspec": { - "display_name": "urban_test", - "language": "python", - "name": "urban_test" - }, "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.2" + "name": "python" } }, "nbformat": 4, diff --git a/pyproject.toml b/pyproject.toml index 644e22e..ea44bcf 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -31,14 +31,18 @@ dependencies = [ "pyproj", "elevation", "geojson", + "GOSTRocks", + "richdem" ] [project.optional-dependencies] -dev = ["pytest", "pytest-cov"] +dev = ["pytest", "pytest-cov", "GOSTurban[docs]"] docs = [ "docutils==0.17.1", "jupyter-book>=1,<2", "sphinxcontrib-apidoc>=0.4.0,<1", + "jupyter-cache>=0.6.0", + "nbconvert", ] [project.urls] @@ -53,9 +57,29 @@ source = "vcs" version-file = "src/GOSTurban/_version.py" [tool.codespell] -skip = 'docs/_build,docs/references.bib,__pycache__,*.png,*.gz,*.whl' +skip = 'docs/_build,docs/references.bib,__pycache__,*.png,*.gz,*.whl,pyproject.toml,*csv,notebooks/Implementations/WSF_DECAT_B_ExploringIDCerrors.ipynb,notebooks/Implementations/URB_SEAU1_NovelUrbanization/MAP_Urbanization.ipynb' ignore-regex = '^\s*"image\/png":\s.*' -ignore-words-list = "gost," +ignore-words-list = "gost,GOST,ALOS,ans,NAM" [tool.ruff.lint.pydocstyle] convention = "numpy" + +[tool.ruff] +exclude = [ + "WSF_DECAT_B_ExploringIDCerrors.ipynb", + "KAZ_Urbanization_Review.ipynb", + "Urban_metrics_Fullness.ipynb", + "Urban_metrics_Shape.ipynb", + "Urban_metrics_Sprawl.ipynb", + "Urban_metrics_Structure.ipynb", + "URB_DECAT_B_ExploringGHSSMODcode.ipynb", + "URB_SCAUR_UKR_B_I_urbanizationReview.ipynb", + "URB_SEAU1_B_A_Ka_ExtractDataUrban.ipynb", + "Zonal_statistics.ipynb", + "Data_Preparation.ipynb", + "URB_SEAU1_B_A_Ka_NovelUrbanizaton.ipynb", + "Create_Mosaick_Datasets.ipynb", + "GHSL_Standardize_To_Country.ipynb", + "MAP_Urbanization.ipynb", + "NGA_specific_results.ipynb", +] diff --git a/requirements.txt b/requirements.txt index abbc506..f1a28c7 100644 --- a/requirements.txt +++ b/requirements.txt @@ -10,5 +10,3 @@ elevation geojson hatch git - - diff --git a/src/GOSTurban/LEI.py b/src/GOSTurban/LEI.py index 5ee1cf0..58e6588 100755 --- a/src/GOSTurban/LEI.py +++ b/src/GOSTurban/LEI.py @@ -6,7 +6,7 @@ import pandas as pd import numpy as np -from GOSTrocks.misc import tPrint +from GOSTRocks.misc import tPrint from shapely.geometry import shape from shapely.wkt import loads @@ -14,7 +14,30 @@ def mp_lei( curRxx, transformxx, idx_xx, old_list=[4, 5, 6], new_list=[3], buffer_dist=300 ): - """calculate and summarize LEI for curRxx, designed for use in multiprocessing function""" + """ + Calculate and summarize LEI for curRxx, designed for use in a multiprocessing function. + + Parameters + ---------- + curRxx : numpy array + raster data + transformxx : rasterio.transform + rasterio transformation object + idx_xx : int + index of the raster + old_list : list of ints, optional + Values in built area raster to consider old urban. The default is [4, 5, 6]. + new_list : list of ints, optional + Values in built area raster to consider new urban. The default is [3]. + buffer_dist : int, optional + distance to buffer new urban areas for comparison to old urban extents. The default is 300. + + Returns + ------- + pandas.dataframe + summary of LEI results + + """ curRes = calculate_LEI( curRxx, transform=transformxx, @@ -40,14 +63,35 @@ def lei_from_feature( measure_crs=None, idx_col=None, ): - """Calculate LEI for each feature in inD, leveraging multi-processing, based on the built area in inR - - INPUT - inD [geopandas] - inR [rasterio] - [optional] nCores [int] - number of cores to use in multi-processing - [optional] measure_crs [string] - string to convert all data to a CRS where distance and area measurements don't suck ie - "ESRI:54009" - ... see calculate_LEI for remaining arguments + """ + Calculate LEI for each feature in inD, leveraging multi-processing, based on the built area in inR + + Parameters + ---------- + inD : geopandas dataframe + input data + inR : rasterio object + raster data + old_list : list of ints, optional + Values in built area raster to consider old urban. The default is [4, 5, 6]. + new_list : list of ints, optional + Values in built area raster to consider new urban. The default is [3]. + buffer_dist : int, optional + distance to buffer new urban areas for comparison to old urban extents. The default is 300. + transform : rasterio.transform, optional + rasterio transformation object. The default is "". + nCores : int, optional + number of cores to use in multi-processing + measure_crs : string, optional + string to convert all data to a CRS where distance and area measurements don't suck ie - "ESRI:54009" + idx_col : string, optional + column name to use as index + + Returns + ------- + pandas.dataframe + summary of LEI results + """ if inD.crs != inR.crs: inD = inD.to_crs(inR.crs) @@ -55,7 +99,7 @@ def lei_from_feature( if measure_crs is not None: measureD = inD.to_crs(measure_crs) - lei_results = {} + # lei_results = {} # For grid cells, extract the GHSL and calculate in_vals = [] tPrint("***** Preparing values for multiprocessing") @@ -95,30 +139,39 @@ def lei_from_feature( def calculate_LEI(inputGHSL, old_list, new_list, buffer_dist=300, transform=""): - """Calculate Landscape Expansion Index (LEI) through comparison of categorical values in a single raster dataset. + """ + Calculate Landscape Expansion Index (LEI) through comparison of categorical values in a single raster dataset. - :param inputGHSL: Path to a geotiff or a rasterio object, or a numpy array containing the categorical + Parameters + ---------- + inputGHSL : str or rasterio.DatasetReader or numpy array + Path to a geotiff or a rasterio object, or a numpy array containing the categorical data used to calculate LEI - :type inputGHSL: rasterio.DatasetReader - :param old_list: Values in built area raster to consider old urban. - :type old_list: list of ints - :param new_list: Values in built area raster to consider new urban - :type new_list: list of ints - :param buffer_dist: distance to buffer new urban areas for comparison to old urban extents, defaults to 300 (m) - :type buffer_dist: int, optional - :param transform: rasterio transformation object. Required if inputGHSL is a numpy array, defaults to '' - :type transform: str, optional - :returns: individual vectors of new built areas with LEI results. Each item is a single new built feature with three columns: - 1. geometry of the new built area feature - 2. number of pixels in new built area donut from old built area - 3. area of new built area buffer - - :example: - # This calculates the LEI between 1990 and 2000 in the categorical GHSL - lei_raw = calculate_LEI(input_ghsl, old_list = [5,6], new_list=[4]) - lei_90_00 = pd.DataFrame(lei_raw, columns=['geometry', 'old', 'total']) - lei_90_00['LEI'] = lei_90_00['old'] / lei_90_00['total'] - lei_90_00.head() + old_list : list of ints + Values in built area raster to consider old urban. + new_list : list of ints + Values in built area raster to consider new urban + buffer_dist : int, optional + distance to buffer new urban areas for comparison to old urban extents, defaults to 300 (m) + transform : rasterio transformation object. string, optional + Required if inputGHSL is a numpy array, defaults to '' + + Returns + ------- + list + individual vectors of new built areas with LEI results. Each item is a single new built feature with three columns: + 1. geometry of the new built area feature + 2. number of pixels in new built area donut from old built area + 3. area of new built area buffer + + Examples + -------- + >>> # This calculates the LEI between 1990 and 2000 in the categorical GHSL + >>> lei_raw = calculate_LEI(input_ghsl, old_list = [5,6], new_list=[4]) + >>> lei_90_00 = pd.DataFrame(lei_raw, columns=['geometry', 'old', 'total']) + >>> lei_90_00['LEI'] = lei_90_00['old'] / lei_90_00['total'] + >>> lei_90_00.head() + """ if isinstance(inputGHSL, str): inRaster = rasterio.open(inputGHSL) @@ -143,7 +196,7 @@ def calculate_LEI(inputGHSL, old_list, new_list, buffer_dist=300, transform=""): # Clip out the original shape to leave just the donut try: donutArea = bufferArea.difference(curShape) - except: + except Exception: bufferArea = bufferArea.buffer(0) curShape = curShape.buffer(0) donutArea = bufferArea.difference(curShape) @@ -165,16 +218,23 @@ def calculate_LEI(inputGHSL, old_list, new_list, buffer_dist=300, transform=""): def summarize_LEI(in_file, leap_val=0.05, exp_val=0.9): - """Summarize the LEI results produced by self.calculate_LEI - - :param in_file: LEI results generated from calculate_LEI above - :type in_file: string path to csv file or pandas dataframe - :param leap_val: LEI value below which areas are considered to be leapfrog, defaults to 0.05 - :type leap_val: float, optional - :param exp_val: LEI value above which areas are considered to be infill, defaults to 0.9 - :type exp_val: float, optional - :returns: pandas groupby row summarizing area in m2 of leapfrog, expansion, and infill areas - :rtype: pandas groupby row + """ + Summarize the LEI results produced by self.calculate_LEI + + Parameters + ---------- + in_file : string path to csv file or pandas dataframe + LEI results generated from calculate_LEI above + leap_val : float, optional + LEI value below which areas are considered to be leapfrog, defaults to 0.05 + exp_val : float, optional + LEI value above which areas are considered to be infill, defaults to 0.9 + + Returns + ------- + pandas groupby row + pandas groupby row summarizing area in m2 of leapfrog, expansion, and infill areas + """ if isinstance(in_file, str): res = pd.read_csv(in_file) @@ -185,6 +245,24 @@ def summarize_LEI(in_file, leap_val=0.05, exp_val=0.9): res["area"] = res["geometry"].apply(lambda x: x.area) def calculate_LEI(val, leap_val, exp_val): + """ + Calculate the LEI class based on the input value + + Parameters + ---------- + val : float + LEI value + leap_val : float + LEI value below which areas are considered to be leapfrog + exp_val : float + LEI value above which areas are considered to be infill + + Returns + ------- + string + LEI class + + """ if val <= leap_val: return "Leapfrog" elif val < exp_val: @@ -195,4 +273,4 @@ def calculate_LEI(val, leap_val, exp_val): res["class"] = res["LEI"].apply(lambda x: calculate_LEI(x, leap_val, exp_val)) xx = res.groupby("class") - return xx['area'].sum() + return xx["area"].sum() diff --git a/src/GOSTurban/UrbanRaster.py b/src/GOSTurban/UrbanRaster.py index 9a05029..b792afc 100644 --- a/src/GOSTurban/UrbanRaster.py +++ b/src/GOSTurban/UrbanRaster.py @@ -23,17 +23,37 @@ from shapely.geometry import shape, Polygon from geopy.geocoders import Nominatim -"""prints the time along with the message""" - def tPrint(s): + """ + Print the time along with the message. + + Parameters + ---------- + s : string + message to print + + Returns + ------- + None. + + """ print("%s\t%s" % (time.strftime("%H:%M:%S"), s)) def geocode_cities(urban_extents): """Generate names for polygon urban extents - :param urban_extents: geopandas dataframe of polygons to be named. Need to be in epsg:4326 + Parameters + ---------- + urban_extents : gpd.GeoDataFrame + geopandas dataframe of polygons to be named. Need to be in epsg:4326 + + Returns + ------- + gpd.GeoDataFrame + input geopandas dataframe with added columns for city, state, and country + """ geolocator = Nominatim(user_agent="new_app") all_res = [] @@ -53,15 +73,15 @@ def geocode_cities(urban_extents): res = all_res[idx] try: urban_extents.loc[idx, "City"] = res.raw["address"]["city"] - except: + except Exception: break try: urban_extents.loc[idx, "State"] = res.raw["address"]["state"] - except: + except Exception: pass try: urban_extents.loc[idx, "Country"] = res.raw["address"]["country"] - except: + except Exception: pass return urban_extents @@ -71,9 +91,17 @@ def __init__(self, inRaster): """ Create urban definitions using gridded population data. - :param inRaster: string or rasterio object representing gridded population data + Parameters + ---------- + inRaster : string or rasterio object + string or object representing gridded population data + + Returns + ------- + None. + """ - if type(inRaster) == str: + if isinstance(inRaster, str): self.inR = rasterio.open(inRaster) elif isinstance(inRaster, rasterio.DatasetReader): self.inR = inRaster @@ -106,12 +134,31 @@ def calculateDegurba( (12) Rural, dispersed, low density - dens: >50, (11) Rural, dispersed, low density - the rest that are populated - :param urbDens: integer of the minimum density value to be counted as urban - :param hdDens: integer of the minimum density value to be counted as high density - :param urbThresh: integer minimum total settlement population to be considered urban - :param hdThresh: integer minimum total settlement population to be considered high density - """ + Parameters + ---------- + urbDens : integer + minimum density value to be counted as urban + hdDens : integer + minimum density value to be counted as high density + urbThresh : integer + minimum total settlement population to be considered urban + hdThresh : integer + minimum total settlement population to be considered high density + minPopThresh : integer + minimum population to be considered a settlement + out_raster : string, optional + path to save the output raster. The default is "". + print_message : string, optional + message to print with each step. The default is "". + verbose : boolean, optional + print messages. The default is False. + + Returns + ------- + dictionary + dictionary containing the final raster, the high density raster, the urban raster, and the shapes of the urban areas + """ popRaster = self.inR data = popRaster.read() urban_raster = data * 0 @@ -146,11 +193,11 @@ def modal(P): idx = idx + 1 if value > 0: # RRemove holes from urban shape - origShape = cShape + # origShape = cShape xx = shape(cShape) xx = Polygon(xx.exterior) cShape = xx.__geo_interface__ - # If the shape is urban, claculate total pop + # If the shape is urban, calculate total pop mask = rasterize( [(cShape, 0)], out_shape=data[0, :, :].shape, @@ -192,7 +239,7 @@ def modal(P): tPrint("%s: Creating Shape %s" % (print_message, idx)) idx = idx + 1 if value > 0: - # If the shape is urban, claculate total pop + # If the shape is urban, calculate total pop mask = rasterize( [(cShape, 0)], out_shape=data[0, :, :].shape, @@ -241,7 +288,7 @@ def calc_nearest(x, dist_gpd, dist_idx): dists = xx["geometry"].apply(lambda y: y.distance(x)) try: return min(dists[dists > 0]) - except: + except Exception: return 0 to_be["dist"] = to_be["geometry"].apply( @@ -291,19 +338,34 @@ def calculateUrban( Generate urban extents from gridded population data through the application of a minimum density threshold and a minimum total population threshold - :param densVal: integer of the minimum density value to be counted as urban - :param totalPopThresh: integer minimum total settlement population to ne considered urban - :param smooth: boolean to run a single modal smoothing function (this should be run when running - on WorldPop as the increased resolution often leads to small holes and funny shapes - :param verbose: boolean on what messages to receive - :param queen: boolean to determine whether to dissolve final shape to connect queen's contiguity - :param raster: string path to create a boolean raster of urban and not. - Empty string is the default and will create no raster - :param raster_pop: string path to create a raster of the population layer only in the urban areas - Empty string is the default and will create no raster - :returns: GeoPandasDataFrame of the urban extents - """ + Parameters + ---------- + densVal : integer, optional + minimum density value to be counted as urban + totalPopThresh : integer, optional + minimum total settlement population to ne considered urban + smooth : boolean, optional + toggle to run a single modal smoothing function (this should be run when running + on WorldPop as the increased resolution often leads to small holes and funny shapes + verbose : boolean + what messages to receive + queen : boolean + determine whether to dissolve final shape to connect queen's contiguity + raster : str + string path to create a boolean raster of urban and not. + Empty string is the default and will create no raster + raster_pop : str + string path to create a raster of the population layer only in the urban areas + Empty string is the default and will create no raster + print_message : str + message to print with each step. The default is "". + + Returns + ------- + gpd.GeoDataFrame + geopandas dataframe of urban extents + """ popRaster = self.inR data = popRaster.read() urbanData = (data > densVal) * 1 @@ -319,7 +381,7 @@ def calculateUrban( if idx % 1000 == 0 and verbose: tPrint("%s: Creating Shape %s" % (print_message, idx)) if value == 1: - # If the shape is urban, claculate total pop + # If the shape is urban, calculate total pop mask = rasterize( [(cShape, 0)], out_shape=data[0, :, :].shape, @@ -330,7 +392,7 @@ def calculateUrban( curPop = np.nansum(inData) if ( curPop < 0 - ): # when smoothed, sometimes the pop withh be < 0 because of no data + ): # when smoothed, sometimes the pop width is < 0 because of no data inData = np.ma.array(data=inData, mask=(inData < 0).astype(bool)) curPop = np.nansum(inData) if curPop > totalPopThresh: @@ -355,14 +417,14 @@ def calculateUrban( urban_raster[0, :, :] = urban_res allFeatures = [] - badFeatures = [] + # badFeatures = [] for cShape, value in features.shapes( urban_raster, transform=popRaster.transform ): if idx % 1000 == 0 and verbose: tPrint("%s: Creating Shape %s" % (print_message, idx)) if value == 1: - # If the shape is urban, claculate total pop + # If the shape is urban, calculate total pop mask = rasterize( [(cShape, 0)], out_shape=data[0, :, :].shape, @@ -373,7 +435,7 @@ def calculateUrban( curPop = np.nansum(inData) if ( curPop < 0 - ): # when smoothed, sometimes the pop withh be < 0 because of no data + ): # when smoothed, sometimes the pop width is < 0 because of no data inData = np.ma.array(data=inData, mask=(inData < 0).astype(bool)) curPop = np.nansum(inData) if curPop > totalPopThresh: diff --git a/src/GOSTurban/country_helper.py b/src/GOSTurban/country_helper.py index a07e474..1806aca 100755 --- a/src/GOSTurban/country_helper.py +++ b/src/GOSTurban/country_helper.py @@ -1,4 +1,3 @@ -import sys import os import rasterio import rasterio.warp @@ -13,21 +12,31 @@ from GOSTRocks.misc import tPrint # Import GOST urban functions -sys.path.append("../../../src") -import GOST_Urban.UrbanRaster as urban +import GOSTurban.UrbanRaster as urban class urban_country: - """helper function to centralize urban calculations for a single country""" + """Helper function to centralize urban calculations for a single country""" def __init__(self, iso3, sel_country, cur_folder, inP): - """calculate urban extents for selected country and population raster + """ + Calculate urban extents for selected country and population raster. + + Parameters + ---------- + iso3 : string + ISO 3 of selected country + sel_country : geopandas dataframe + selected country bounds + cur_folder : string path + path to output folder + inP : rasterio read + opened population raster dataset + + Returns + ------- + None - INPUT - iso3 [string] - ISO 3 of selected country - sel_country [geopandas dataframe] - selected country bounds - cur_folder [string path] - path to output folder - inP [rasterio read] - opened population raster dataset """ self.iso3 = iso3 self.sel_country = sel_country @@ -54,12 +63,26 @@ def __init__(self, iso3, sel_country, cur_folder, inP): self.urban_ghsl = os.path.join(cur_folder, f"{iso3}_urban_ghsl.csv") self.urban_hd_ghsl = os.path.join(cur_folder, f"{iso3}_urban_hd_ghsl.csv") - if type(inP) == str: + if isinstance(inP, str): inP = rasterio.open(inP) self.inP = inP def calculate_urban_extents(self, calculate_area=True, area_crs=3857): - """Run EC urban extent analysis""" + """ + Run EC urban extent analysis + + Parameters + ---------- + calculate_area : boolean + if True, calculate area of urban extents + area_crs : int + EPSG code for area calculation + + Returns + ------- + None + + """ urban_calculator = urban.urbanGriddedPop(self.inP) if not os.path.exists(self.urban_extents_file): tPrint(f"Running urbanization for {self.iso3}") @@ -84,7 +107,7 @@ def calculate_urban_extents(self, calculate_area=True, area_crs=3857): urban_extents = urban_extents.to_crs(4326) try: urban_extents = urban.geocode_cities(urban_extents) - except: + except Exception: pass urban_extents.to_file(self.urban_extents_file, driver="GeoJSON") @@ -114,7 +137,7 @@ def calculate_urban_extents(self, calculate_area=True, area_crs=3857): urban_extents_hd = urban_extents_hd.to_crs(4326) try: urban_extents_hd = urban.geocode_cities(urban_extents_hd) - except: + except Exception: pass urban_extents_hd.to_file(self.urban_extents_hd_file, driver="GeoJSON") self.urban_extents_hd = urban_extents_hd @@ -122,7 +145,19 @@ def calculate_urban_extents(self, calculate_area=True, area_crs=3857): self.urban_extents_hd = gpd.read_file(self.urban_extents_hd_file) def summarize_ntl(self, ntl_files=[]): - """run zonal analysis on nighttime lights using urban extents""" + """ + Run zonal analysis on nighttime lights using urban extents + + Parameters + ---------- + ntl_files : list of paths + path to individual nighttime lights raster files + + Returns + ------- + None + + """ if (not os.path.exists(self.urban_ntl)) or ( not os.path.exists(self.urban_hd_ntl) ): @@ -145,7 +180,7 @@ def summarize_ntl(self, ntl_files=[]): try: urbanD = self.urban_extents urbanHD = self.urban_extents_hd - except: + except Exception: self.calculate_urban_extents() urbanD = self.urban_extents urbanHD = self.urban_extents_hd @@ -167,8 +202,8 @@ def summarize_ntl(self, ntl_files=[]): ] hd_urban_df = pd.DataFrame(hd_urban_res, columns=col_names) hd_urban_df.to_csv(urban_hd_res_file) - except: - tPrint(f"***********ERROR with {iso3} and {name}") + except Exception: + tPrint(f"***********ERROR with {name}") # Compile VIIRS results urb_files = [x for x in os.listdir(viirs_folder) if x.startswith("URBAN")] @@ -189,13 +224,24 @@ def summarize_ntl(self, ntl_files=[]): def summarize_ghsl( self, ghsl_files, binary_calc=False, binary_thresh=1000, clip_raster=False ): - """Summarize GHSL data + """ + Summarize GHSL data + + Parameters + ---------- + ghsl_files : list of paths + path to individual built area raster files + binary_calc : binary, optional + if True, additionally calculate zonal stats on a binary built raster, default=False + binary_thresh : int, optional + if binary_calc is True, all cells above threshold will be considered built, default=1000 + clip_raster : binary, optional + if True, clip the GHSL datasets for the calculations, default=False + + Returns + ------- + None - INPUT - ghsl_files [list of paths] - path to individual built area raster files - [optional] binary_calc [binary, default=False] - if True, additionally calculate zonal stats on a binary built raster - [optional] binary_thresh [int, default=1000] - if binary_calc is True, all cells above threshold will be considered built - [optional] clip_raster [binary, default=False] - if True, clip the GHSL datasets for the calculations """ if (not os.path.exists(self.urban_ghsl)) or ( not os.path.exists(self.urban_hd_ghsl) @@ -203,7 +249,7 @@ def summarize_ghsl( try: urbanD = self.urban_extents urbanHD = self.urban_extents_hd - except: + except Exception: self.calculate_urban_extents() urbanD = self.urban_extents urbanHD = self.urban_extents_hd @@ -240,7 +286,7 @@ def summarize_ghsl( localR = rasterio.open(local_file) inD = localR.read() inD[inD == localR.meta["nodata"]] = 0 - except: + except Exception: raise ( ValueError( "In order to calculate binary zonal, you need to clip out local ghsl data" @@ -265,7 +311,18 @@ def summarize_ghsl( pd.DataFrame(urbanHD.drop(["geometry"], axis=1)).to_csv(self.urban_hd_ghsl) def delete_urban_data(self): - """delete urban extents""" + """ + Delete urban extents. + + Parameters + ---------- + None + + Returns + ------- + None + + """ for cFile in [ self.urban_extents_file, self.urban_extents_raster_file, @@ -274,5 +331,5 @@ def delete_urban_data(self): ]: try: os.remove(cFile) - except: + except Exception: pass diff --git a/src/GOSTurban/urban_helper.py b/src/GOSTurban/urban_helper.py index 4b6dce2..488378c 100755 --- a/src/GOSTurban/urban_helper.py +++ b/src/GOSTurban/urban_helper.py @@ -1,4 +1,3 @@ -import sys import os import rasterio import elevation @@ -10,23 +9,37 @@ import pandas as pd import numpy as np -sys.path.append("../") -import GOST_Urban.UrbanRaster as urban import GOSTRocks.rasterMisc as rMisc from GOSTRocks.misc import tPrint class summarize_population(object): - """summarize population and urban populations for defined admin regions""" + """Summarize population and urban populations for defined admin regions""" def __init__( self, pop_layer, admin_layer, urban_layer="", hd_urban_layer="", temp_folder="" ): - """Summarize population into urban and rural based on GOST_Urban.UrbanRaster.calculateUrban + """ + Summarize population into urban and rural based on GOST_Urban.UrbanRaster.calculateUrban + + Parameters + ---------- + pop_layer : string + Path to population layer + admin_layer : string + Path to admin layer + urban_layer : string, optional + Path to urban layer. The default is ''. + hd_urban_layer : string, optional + Path to high density urban layer. The default is ''. + temp_folder : string, optional + Path to temporary folder. The default is ''. + + Returns + ------- + None. - INPUT - pop_layer [string] - path """ self.pop_layer = pop_layer @@ -50,7 +63,19 @@ def __init__( self.temp_folder = temp_folder def check_inputs(self): - """Ensure all layers exist""" + """ + Ensure all layers exist + + Parameters + ---------- + None + + Returns + ------- + bool + True if all layers exist, False if any do not exist. + + """ check_vals = {} good = True for lyr in [self.pop_layer, self.urban_layer, self.urban_hd_layer]: @@ -61,13 +86,22 @@ def check_inputs(self): return good def calculate_zonal(self, out_name="", convert_urban_binary=False): - """Run zonal statistics on input admin layers, population layers, and urban layers - - Args: - out_name (str, optional): name to append to output populations columns. Defaults to ''. - convert_urban_binary (bool, optional): option to convert urban layer to binary. Anything > 0 becomes binary 1 for urban. Defaults to False. """ + Run zonal statistics on input admin layers, population layers, and urban layers + + Parameters + ---------- + out_name : str, optional + name to append to output populations columns. Defaults to ''. + convert_urban_binary : bool, optional + option to convert urban layer to binary. Anything > 0 becomes binary 1 for urban. Defaults to False. + + Returns + ------- + pd.DataFrame + Dataframe with zonal statistics for population and urban layers + """ inP = self.in_pop.read() inA = self.admin_layer # gpd.read_file(self.admin_layer) @@ -103,7 +137,7 @@ def calculate_zonal(self, out_name="", convert_urban_binary=False): ) try: final = final.join(res) - except: + except Exception: final = res return final @@ -122,11 +156,24 @@ def __init__( ): """Create object for managing input data for summarizing urban extents - INPUT - :param: iso3 - string describing iso3 code - :param: output_folder - string path to folder to hold results - :param: country_bounds - geopandas dataframe of admin0 boundary - + Parameters + ---------- + iso3 : str + string describing iso3 code + output_folder : str + string path to folder to hold results + country_bounds : gpd.GeoDataFrame + geopandas dataframe of admin0 boundary + pop_files : list + list of population files to summarize + final_folder : str, optional + string path to folder to hold final results. The default is ''. + ghspop_suffix : str, optional + string suffix to append to GHSPOP files. The default is ''. + + Returns + ------- + None. NAMING CONVENTION To save this renaming step on my side, which can also induce mistakes, would be possible for you Ben to rename the files in your code directly? This would be also helpful for all other countries we have to do, and for the 1km*1km rasters. @@ -136,6 +183,7 @@ def __init__( tza_upo15 and tza_upo18 for WorldPop population unconstrained tza_cpo15 and tza_cpo18 for WorldPop population constrained. Then for 1km*1km raster, names are the same except that the three lettres of the country's name are followed by 1k, ie tza1k_slo, tza1k_ele and so on. + """ self.iso3 = iso3 self.out_folder = output_folder @@ -188,7 +236,19 @@ def __init__( self.inD.to_file(self.admin_shp) def process_dem(self, global_dem=""): - """Download DEM from AWS, calculate slope""" + """ + Download DEM from AWS, calculate slope. + + Parameters + ---------- + global_dem : str, optional + string path to global dem file. The default is ''. + + Returns + ------- + None. + + """ # Download DEM if not os.path.exists(self.dem_file) and global_dem == "": @@ -225,7 +285,29 @@ def extract_layers( global_ghsl, global_smod, ): - """extract global layers for current country""" + """ + Extract global layers for current country. + + Parameters + ---------- + global_landcover : string + string path to global landcover file + global_ghspop : string + string path to global GHSPOP file + global_ghspop1k : string + string path to global GHSPOP1k file + global_ghbuilt : string + string path to global GHSBuilt file + global_ghsl : string + string path to global GHSL file + global_smod : string + string path to global SMOD file + + Returns + ------- + None. + + """ # Extract desert from globcover if not os.path.exists(self.desert_file): tPrint("Extracting desert") @@ -265,7 +347,7 @@ def extract_layers( if inR.crs.to_epsg() != self.inD.crs.to_epsg(): tempD = self.inD.to_crs(inR.crs) else: - tempD = inD + tempD = self.inD ul = inR.index(*tempD.total_bounds[0:2]) lr = inR.index(*tempD.total_bounds[2:4]) # read the subset of the data into a numpy array @@ -318,7 +400,7 @@ def extract_layers( if not os.path.exists(self.admin_file): tPrint("Rasterizing admin boundaries") xx = rasterio.open(self.ghspop_file) - res = xx.meta["transform"][0] + # res = xx.meta["transform"][0] tempD = self.inD.to_crs(xx.crs) shapes = ((row["geometry"], 1) for idx, row in tempD.iterrows()) burned = features.rasterize( @@ -334,9 +416,23 @@ def extract_layers( outR.write_band(1, burned) def calculate_urban(self, urb_val=300, hd_urb_val=1500): - """Calculate urban and HD urban extents from population files""" + """ + Calculate urban and HD urban extents from population files + + Parameters + ---------- + urb_val : int, optional + threshold value for urban extent. The default is 300. + hd_urb_val : int, optional + threshold value for high density urban extent. The default is 1500. + + Returns + ------- + None. + + """ # Calculate urban extents from population layers - ghs_R = rasterio.open(self.ghspop_file) + # ghs_R = rasterio.open(self.ghspop_file) for p_file in self.pop_files: final_pop = os.path.join( self.final_folder, @@ -347,31 +443,21 @@ def calculate_urban(self, urb_val=300, hd_urb_val=1500): print(final_pop) if "1k1k" in final_pop: final_pop = final_pop.replace("1k1k", "1k") - final_urban = final_pop.replace(".tif", "_urban.tif") - final_urban_hd = final_pop.replace(".tif", "_urban_hd.tif") - urbanR = urban.urbanGriddedPop(final_pop) - # Convert density values for urbanization from 1km resolution to current resolution - in_raster = rasterio.open(final_pop) - total_ratio = (in_raster.res[0] * in_raster.res[1]) / 1000000 - if not os.path.exists(final_urban): - urban_shp = urbanR.calculateUrban( - densVal=(urb_val * total_ratio), - totalPopThresh=5000, - raster=final_urban, - ) - if not os.path.exists(final_urban_hd): - cluster_shp = urbanR.calculateUrban( - densVal=(hd_urb_val * total_ratio), - totalPopThresh=50000, - raster=final_urban_hd, - smooth=True, - queen=True, - ) def pop_zonal_admin(self, admin_layer): - """calculate urban and rural + """ + Calculate urban and rural + + Parameters + ---------- + admin_layer : gpd.GeoDataFrame + geopandas dataframe of admin layer + + Returns + ------- + pd.DataFrame + dataframe of zonal statistics for population and urban layers - :param: - admin_layer """ for p_file in self.pop_files: pop_file = os.path.join( @@ -385,11 +471,12 @@ def pop_zonal_admin(self, admin_layer): yy = summarize_population(pop_file, admin_layer) if yy.check_inputs(): res = yy.calculate_zonal(out_name="") - out_file = f"/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/LSO_URBAN_DATA_new_naming/LSO_{os.path.basename(p_file)}.csv" - try: - final = final.join(res) - except: - final = res + # out_file = f"/home/wb411133/data/Projects/MR_Novel_Urbanization/Data/LSO_URBAN_DATA_new_naming/LSO_{os.path.basename(p_file)}.csv" + final = res + # try: + # final = final.join(res) + # except Exception: + # final = res else: print("Error summarizing population for %s" % pop_file) admin_layer = admin_layer.reset_index() @@ -399,7 +486,20 @@ def pop_zonal_admin(self, admin_layer): return final def compare_pop_rasters(self, verbose=True): - """read in and summarize population rasters""" + """ + Read in and summarize population rasters. + + Parameters + ---------- + verbose : bool, optional + print results to console. The default is True. + + Returns + ------- + list + list of population rasters and their summed values + + """ all_res = [] for pFile in self.pop_files: inR = rasterio.open(pFile) @@ -411,7 +511,19 @@ def compare_pop_rasters(self, verbose=True): return all_res def standardize_rasters(self, include_ghsl_h20=True): - """ """ + """ + Standardize rasters to GHSPOP resolution and extent + + Parameters + ---------- + include_ghsl_h20 : bool, optional + include GHSL water layer. The default is True. + + Returns + ------- + None. + + """ ghs_R = rasterio.open(self.ghspop_file) pFile = self.ghspop_file if self.suffix == "1k": @@ -448,7 +560,7 @@ def standardize_rasters(self, include_ghsl_h20=True): for file_def in file_defs: try: out_file = file_def[3] - except: + except Exception: out_file = os.path.join( self.final_folder, os.path.basename(file_def[0]).replace( @@ -552,6 +664,18 @@ def evaluateOutput(self, admin_stats, commune_stats): c. calculate overlap between water and urban https://ghsl.jrc.ec.europa.eu/documents/cfs01/V3/CFS_Ghana.pdf + + Parameters + ---------- + admin_stats : string + path to admin stats file + commune_stats : string + path to commune stats file + + Returns + ------- + None. + """ stats_file = os.path.join( self.out_folder, "DATA_EVALUATION_%s_%s.txt" % (self.iso3, self.suffix) @@ -604,7 +728,7 @@ def evaluateOutput(self, admin_stats, commune_stats): out_stats.write( f"{name}: {((urbPop/tPop) * 100).round(2)}% Urban; {((hdPop/tPop) * 100).round(2)}% HD Urban\n" ) - except: + except Exception: print(f"Error processing {name}") print(fileDef) @@ -707,5 +831,5 @@ def evaluateOutput(self, admin_stats, commune_stats): try: curD_sum = curD.loc[curD > 0].sum() out_stats.write(f"{col}: {round(curD_sum)}\n") - except: + except Exception: pass